From 2f873729705d127312e242298be50d25d4d7d4b9 Mon Sep 17 00:00:00 2001 From: FarmVibes Release Pipeline Date: Mon, 27 May 2024 13:45:05 +0000 Subject: [PATCH] Sync with prod branch MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Co-authored-by: Eduardo Rodrigues Co-authored-by: Naga Bilwanth Gangarapu Co-authored-by: Rafael Padilha Co-authored-by: Renato Luiz de Freitas Cunha Co-authored-by: Roberto de Moura EstevΓ£o Filho --- docs/requirements.txt | 10 +- docs/source/conf.py | 11 + .../source/docfiles/markdown/NOTEBOOK_LIST.md | 22 + docs/source/docfiles/markdown/REST_API.md | 156 +- docs/source/docfiles/markdown/SECRETS.md | 15 +- .../source/docfiles/markdown/WORKFLOW_LIST.md | 12 +- .../core_types_hierarchy.md | 2 + .../data_types_diagram/rasters_hierarchy.md | 3 + .../spaceeye/spaceeye_preprocess_ensemble.md | 4 +- .../data_processing/clip/clip.md | 26 +- .../farm_ai/agriculture/methane_index.md | 2 +- .../segmentation/auto_segment_basemap.md | 153 ++ .../farm_ai/segmentation/auto_segment_s2.md | 149 ++ .../farm_ai/segmentation/segment_basemap.md | 14 +- .../farm_ai/segmentation/segment_s2.md | 10 +- .../deforestation/ordinal_trend_detection.md | 2 +- .../automatic_segmentation.md | 160 ++ .../basemap_prompt_segmentation.md | 97 - .../segment_anything/prompt_segmentation.md | 118 + .../s2_prompt_segmentation.md | 97 - .../workflow_yaml/ml/spectral_extension.md | 135 + ...riculture_and_comet_farm_api_example.ipynb | 5 +- ...data_manager_for_agriculture_example.ipynb | 7 +- notebooks/carbon/whatif.ipynb | 14 +- notebooks/crop_cycles/crop_cycles.ipynb | 1 - .../01_dataset_generation.ipynb | 3 +- .../02_visualize_dataset.ipynb | 65 +- .../crop_segmentation/03_aml_training.ipynb | 102 +- .../crop_segmentation/03_local_training.ipynb | 43 +- .../crop_segmentation/04_inference.ipynb | 14 +- notebooks/crop_segmentation/crop_env.yaml | 1 + notebooks/env.yaml | 3 +- .../forest/download_alos_forest_map.ipynb | 989 ++++---- .../forest/download_glad_forest_map.ipynb | 879 ++++--- .../forest/download_hansen_forest_map.ipynb | 1865 +++++++------- .../forest/forest_change_detection.ipynb | 1790 +++++++------- notebooks/ghg_fluxes/ghg_fluxes.ipynb | 23 +- notebooks/harvest_period/ndvi_summary.ipynb | 24 +- .../nutrients_using_classification.ipynb | 1825 +++++++------- ...nutrients_using_classification_admag.ipynb | 2181 +++++++++-------- .../heatmaps/nutrients_using_neighbors.ipynb | 2138 ++++++++-------- notebooks/helloworld.ipynb | 24 +- notebooks/irrigation/env.yaml | 1 + ...ield_level_irrigation_classification.ipynb | 64 +- .../irrigation_classification.ipynb | 1278 +++++----- .../land_degradation/land_degradation.ipynb | 27 +- .../basemap_automatic_segmentation.ipynb | 1415 +++++++++++ .../basemap_segmentation.ipynb | 588 ++++- notebooks/segment_anything/env_cpu.yaml | 7 +- notebooks/segment_anything/env_gpu.yaml | 2 +- .../segment_anything/notebook_lib/utils.py | 71 +- .../segment_anything/sam_exploration.ipynb | 74 +- .../sentinel2_automatic_segmentation.ipynb | 1280 ++++++++++ .../sentinel2_segmentation.ipynb | 319 ++- notebooks/sensor/notebook_lib/utils.py | 1 - notebooks/sensor/optimal_locations.ipynb | 1160 ++++----- .../optimal_locations_segmentation.ipynb | 58 +- .../field_level_spectral_indices.ipynb | 130 +- notebooks/sentinel/sentinel_spaceeye.ipynb | 118 +- notebooks/sentinel/spectral_indices.ipynb | 14 +- .../sentinel/timelapse_visualization.ipynb | 71 +- notebooks/shared_nb_lib/__init__.py | 0 .../spectral_extension.ipynb | 403 +++ notebooks/weed_detection/weed_detection.ipynb | 10 +- scripts/export_sam_models.py | 132 +- src/vibe_core/pyproject.toml | 2 +- src/vibe_core/tests/test_register.py | 2 +- src/vibe_core/vibe_core/__init__.py | 2 + src/vibe_core/vibe_core/admag_client.py | 253 +- src/vibe_core/vibe_core/cli/constants.py | 2 +- src/vibe_core/vibe_core/cli/local.py | 4 +- src/vibe_core/vibe_core/cli/wrappers.py | 17 +- src/vibe_core/vibe_core/client.py | 578 +++-- src/vibe_core/vibe_core/data/__init__.py | 4 + src/vibe_core/vibe_core/data/airbus.py | 16 +- src/vibe_core/vibe_core/data/core_types.py | 272 +- src/vibe_core/vibe_core/data/data_registry.py | 38 +- src/vibe_core/vibe_core/data/farm.py | 28 +- .../vibe_core/data/json_converter.py | 24 +- src/vibe_core/vibe_core/data/products.py | 148 +- src/vibe_core/vibe_core/data/rasters.py | 71 +- src/vibe_core/vibe_core/data/sentinel.py | 129 +- src/vibe_core/vibe_core/data/utils.py | 228 +- src/vibe_core/vibe_core/data/weather.py | 27 +- src/vibe_core/vibe_core/datamodel.py | 82 +- src/vibe_core/vibe_core/file_downloader.py | 73 +- src/vibe_core/vibe_core/file_utils.py | 21 +- src/vibe_core/vibe_core/logconfig.py | 64 +- src/vibe_core/vibe_core/monitor.py | 82 +- .../terraform/aks/modules/kubernetes/dapr.tf | 2 +- .../local/modules/kubernetes/dapr.tf | 2 +- .../vibe_core/terraform/services/cache.tf | 2 +- .../vibe_core/terraform/services/dataops.tf | 4 - .../terraform/services/orchestrator.tf | 4 - .../vibe_core/terraform/services/restapi.tf | 4 - .../vibe_core/terraform/services/worker.tf | 6 +- src/vibe_core/vibe_core/uri.py | 32 +- src/vibe_core/vibe_core/utils.py | 70 +- src/vibe_notebook/setup.py | 18 + src/vibe_notebook/vibe_notebook/__init__.py | 1 + .../vibe_notebook/vibe_notebook}/plot.py | 28 +- .../vibe_notebook/vibe_notebook}/raster.py | 15 +- .../vibe_notebook/vibe_notebook}/utils.py | 6 +- 103 files changed, 13627 insertions(+), 9151 deletions(-) create mode 100644 docs/source/docfiles/markdown/workflow_yaml/farm_ai/segmentation/auto_segment_basemap.md create mode 100644 docs/source/docfiles/markdown/workflow_yaml/farm_ai/segmentation/auto_segment_s2.md create mode 100644 docs/source/docfiles/markdown/workflow_yaml/ml/segment_anything/automatic_segmentation.md delete mode 100644 docs/source/docfiles/markdown/workflow_yaml/ml/segment_anything/basemap_prompt_segmentation.md create mode 100644 docs/source/docfiles/markdown/workflow_yaml/ml/segment_anything/prompt_segmentation.md delete mode 100644 docs/source/docfiles/markdown/workflow_yaml/ml/segment_anything/s2_prompt_segmentation.md create mode 100644 docs/source/docfiles/markdown/workflow_yaml/ml/spectral_extension.md create mode 100644 notebooks/segment_anything/basemap_automatic_segmentation.ipynb create mode 100644 notebooks/segment_anything/sentinel2_automatic_segmentation.ipynb delete mode 100644 notebooks/shared_nb_lib/__init__.py create mode 100644 notebooks/spectral_extension/spectral_extension.ipynb create mode 100644 src/vibe_notebook/setup.py create mode 100644 src/vibe_notebook/vibe_notebook/__init__.py rename {notebooks/shared_nb_lib => src/vibe_notebook/vibe_notebook}/plot.py (83%) rename {notebooks/shared_nb_lib => src/vibe_notebook/vibe_notebook}/raster.py (79%) rename {notebooks/shared_nb_lib => src/vibe_notebook/vibe_notebook}/utils.py (85%) diff --git a/docs/requirements.txt b/docs/requirements.txt index f406f2ce..5fd7219f 100644 --- a/docs/requirements.txt +++ b/docs/requirements.txt @@ -1,7 +1,7 @@ docutils==0.18.1 -sphinx==6.1.3 -sphinx_rtd_theme==1.2.0 +sphinx==7.1.2 +sphinx_rtd_theme==2.0.0 sphinxcontrib.mermaid==0.8.1 -myst_parser==1.0.0 -sphinx_autodoc_typehints==1.22 -sphinxcontrib-openapi==0.8.4 +myst_parser==2.0.0 +sphinx_autodoc_typehints==2.0.1 +sphinxcontrib-openapi==0.8.4 \ No newline at end of file diff --git a/docs/source/conf.py b/docs/source/conf.py index 2fe34b1c..94f26601 100644 --- a/docs/source/conf.py +++ b/docs/source/conf.py @@ -23,13 +23,24 @@ "myst_parser", "sphinx_autodoc_typehints", "sphinxcontrib.openapi", + "sphinx.ext.napoleon", ] autosummary_generate = True autodoc_member_order = "groupwise" +autodoc_typehints = "description" +autodoc_typehints_description_target = "documented" +autodoc_inherit_docstrings = False +autoclass_content = "class" myst_heading_anchors = 3 +typehints_document_rtype = False typehints_use_rtype = False typehints_defaults = "comma" +always_use_bars_union = True +napoleon_use_rtype = False +napoleon_google_docstring = True +napoleon_numpy_docstring = False +napoleon_include_init_with_doc = False sys.path.insert(0, os.path.abspath("../../src")) diff --git a/docs/source/docfiles/markdown/NOTEBOOK_LIST.md b/docs/source/docfiles/markdown/NOTEBOOK_LIST.md index caa6879d..89374fc1 100644 --- a/docs/source/docfiles/markdown/NOTEBOOK_LIST.md +++ b/docs/source/docfiles/markdown/NOTEBOOK_LIST.md @@ -34,6 +34,8 @@ We organize available notebooks in the following topics:
BingMaps +- [`Automatic Segmentation of BingMaps basemaps` πŸ““](https://github.com/microsoft/farmvibes-ai/blob/main/notebooks/segment_anything/basemap_automatic_segmentation.ipynb) + - [`Segment Anything Model Workflow (BingMaps basemap)` πŸ““](https://github.com/microsoft/farmvibes-ai/blob/main/notebooks/segment_anything/basemap_segmentation.ipynb) @@ -152,6 +154,10 @@ We organize available notebooks in the following topics:
Remote Sensing +- [`Automatic Segmentation of BingMaps basemaps` πŸ““](https://github.com/microsoft/farmvibes-ai/blob/main/notebooks/segment_anything/basemap_automatic_segmentation.ipynb) + +- [`Automatic Segmentation of Sentinel-2` πŸ““](https://github.com/microsoft/farmvibes-ai/blob/main/notebooks/segment_anything/sentinel2_automatic_segmentation.ipynb) + - [`Crop cycle detection` πŸ““](https://github.com/microsoft/farmvibes-ai/blob/main/notebooks/crop_cycles/crop_cycles.ipynb) - [`Crop land segmentation (1/4) - dataset generation` πŸ““](https://github.com/microsoft/farmvibes-ai/blob/main/notebooks/crop_segmentation/01_dataset_generation.ipynb) @@ -192,6 +198,8 @@ We organize available notebooks in the following topics: - [`Segment Anything Model Workflow (Sentinel-2)` πŸ““](https://github.com/microsoft/farmvibes-ai/blob/main/notebooks/segment_anything/sentinel2_segmentation.ipynb) +- [`Spectral Extension` πŸ““](https://github.com/microsoft/farmvibes-ai/blob/main/notebooks/spectral_extension/spectral_extension.ipynb) + - [`Spectral indices` πŸ““](https://github.com/microsoft/farmvibes-ai/blob/main/notebooks/sentinel/spectral_indices.ipynb) - [`Timelapse visualization` πŸ““](https://github.com/microsoft/farmvibes-ai/blob/main/notebooks/sentinel/timelapse_visualization.ipynb) @@ -203,6 +211,10 @@ We organize available notebooks in the following topics:
Segment Anything Model +- [`Automatic Segmentation of BingMaps basemaps` πŸ““](https://github.com/microsoft/farmvibes-ai/blob/main/notebooks/segment_anything/basemap_automatic_segmentation.ipynb) + +- [`Automatic Segmentation of Sentinel-2` πŸ““](https://github.com/microsoft/farmvibes-ai/blob/main/notebooks/segment_anything/sentinel2_automatic_segmentation.ipynb) + - [`Field boundary segmentation (SAM exploration)` πŸ““](https://github.com/microsoft/farmvibes-ai/blob/main/notebooks/segment_anything/sam_exploration.ipynb) - [`Field-level Irrigation Classification` πŸ““](https://github.com/microsoft/farmvibes-ai/blob/main/notebooks/irrigation/field_level_irrigation_classification.ipynb) @@ -220,6 +232,8 @@ We organize available notebooks in the following topics:
Sentinel +- [`Automatic Segmentation of Sentinel-2` πŸ““](https://github.com/microsoft/farmvibes-ai/blob/main/notebooks/segment_anything/sentinel2_automatic_segmentation.ipynb) + - [`Field boundary segmentation (SAM exploration)` πŸ““](https://github.com/microsoft/farmvibes-ai/blob/main/notebooks/segment_anything/sam_exploration.ipynb) - [`Field-level spectral indices` πŸ““](https://github.com/microsoft/farmvibes-ai/blob/main/notebooks/sentinel/field_level_spectral_indices.ipynb) @@ -238,6 +252,8 @@ We organize available notebooks in the following topics: - [`Segment Anything Model Workflow (Sentinel-2)` πŸ““](https://github.com/microsoft/farmvibes-ai/blob/main/notebooks/segment_anything/sentinel2_segmentation.ipynb) +- [`Spectral Extension` πŸ““](https://github.com/microsoft/farmvibes-ai/blob/main/notebooks/spectral_extension/spectral_extension.ipynb) + - [`Spectral indices` πŸ““](https://github.com/microsoft/farmvibes-ai/blob/main/notebooks/sentinel/spectral_indices.ipynb) @@ -356,6 +372,10 @@ We organize available notebooks in the following topics: ## Notebooks description +- [`Automatic Segmentation of BingMaps basemaps` πŸ““](https://github.com/microsoft/farmvibes-ai/blob/main/notebooks/segment_anything/basemap_automatic_segmentation.ipynb) : Automatically segment BingMaps basemaps with SAM workflow. + +- [`Automatic Segmentation of Sentinel-2` πŸ““](https://github.com/microsoft/farmvibes-ai/blob/main/notebooks/segment_anything/sentinel2_automatic_segmentation.ipynb) : Automatically segment Sentinel-2 imagery with SAM workflow. + - [`Carbon sequestration evaluation with Microsoft Azure Data Manager for Agriculture (ADMAg) and COMET-Farm API` πŸ““](https://github.com/microsoft/farmvibes-ai/blob/main/notebooks/admag/azure_data_manager_for_agriculture_and_comet_farm_api_example.ipynb) : Derive carbon sequestration information with COMET-Farm API for agricultural fields, using Azure Data Manager for Agriculture to retrieve farming data. - [`Crop cycle detection` πŸ““](https://github.com/microsoft/farmvibes-ai/blob/main/notebooks/crop_cycles/crop_cycles.ipynb) : Run time-series analysis over NDVI data to detect the number of crop cycles in a year for a certain region. @@ -414,6 +434,8 @@ We organize available notebooks in the following topics: - [`Segment Anything Model Workflow (Sentinel-2)` πŸ““](https://github.com/microsoft/farmvibes-ai/blob/main/notebooks/segment_anything/sentinel2_segmentation.ipynb) : Segment Sentinel-2 imagery with SAM workflow. +- [`Spectral Extension` πŸ““](https://github.com/microsoft/farmvibes-ai/blob/main/notebooks/spectral_extension/spectral_extension.ipynb) (~10 minutes) : Generate high-resolution multispectral data by combining high-resolution drone imagery and multispectral Sentinel-2 data. + - [`Spectral indices` πŸ““](https://github.com/microsoft/farmvibes-ai/blob/main/notebooks/sentinel/spectral_indices.ipynb) : Compute and visualize spectral indices from Sentinel-2 imagery. - [`Timelapse visualization` πŸ““](https://github.com/microsoft/farmvibes-ai/blob/main/notebooks/sentinel/timelapse_visualization.ipynb) : Generate a timelapse of SpaceEye and NDVI rasters. diff --git a/docs/source/docfiles/markdown/REST_API.md b/docs/source/docfiles/markdown/REST_API.md index a0e9ccad..cf2567a5 100644 --- a/docs/source/docfiles/markdown/REST_API.md +++ b/docs/source/docfiles/markdown/REST_API.md @@ -112,108 +112,62 @@ Which would generate the following json: ```json { - "name": "SAM segmentation", - "workflow": "farm_ai/segmentation/segment_s2", - "parameters": null, - "user_input": { - "user_input": { - "type": "Feature", - "stac_version": "1.0.0", - "id": "f6465ad0-5e01-4792-ad99-a0bd240c1e7d", - "properties": { - "start_datetime": "2020-05-01T00:00:00+00:00", - "end_datetime": "2020-05-05T00:00:00+00:00", - "datetime": "2020-05-01T00:00:00Z" - }, - "geometry": { - "type": "Polygon", - "coordinates": [ - [ - [ - -119.14896203939314, - 46.51578909859286 - ], - [ - -119.14896203939314, - 46.37578909859286 - ], - [ - -119.28896203939313, - 46.37578909859286 - ], - [ - -119.28896203939313, - 46.51578909859286 - ], - [ - -119.14896203939314, - 46.51578909859286 - ] - ] - ] - }, - "links": [], - "assets": {}, - "bbox": [ - -119.28896203939313, - 46.37578909859286, - -119.14896203939314, - 46.51578909859286 - ], - "stac_extensions": [], - "terravibes_data_type": "DataVibe" - }, - "prompts": { - "type": "Feature", - "stac_version": "1.0.0", - "id": "geo_734c6441-cb25-4c40-8204-6b7286f24bb9", - "properties": { - "urls": [ - "/mnt/734c6441-cb25-4c40-8204-6b7286f24bb9_geometry_collection.geojson" - ], - "start_datetime": "2020-05-01T00:00:00+00:00", - "end_datetime": "2020-05-05T00:00:00+00:00", - "datetime": "2020-05-01T00:00:00Z" - }, - "geometry": { - "type": "Polygon", - "coordinates": [ - [ - [ - -119.14896203939314, - 46.51578909859286 - ], - [ - -119.14896203939314, - 46.37578909859286 - ], - [ - -119.28896203939313, - 46.37578909859286 - ], - [ - -119.28896203939313, - 46.51578909859286 - ], - [ - -119.14896203939314, - 46.51578909859286 - ] - ] - ] - }, - "links": [], - "assets": {}, - "bbox": [ - -119.28896203939313, - 46.37578909859286, - -119.14896203939314, - 46.51578909859286 - ], - "stac_extensions": [], - "terravibes_data_type": "ExternalReferenceList" + 'name': 'SAM segmentation', + 'workflow': 'farm_ai/segmentation/segment_s2', + 'parameters': None, + 'user_input': { + 'user_input': { + 'type': 'Feature', + 'stac_version': '1.0.0', + 'id': 'f6465ad0-5e01-4792-ad99-a0bd240c1e7d', + 'properties': { + 'start_datetime': '2020-05-01T00:00:00+00:00', + 'end_datetime': '2020-05-05T00:00:00+00:00', + 'datetime': '2020-05-01T00:00:00Z' + }, + 'geometry': {'type': 'Polygon', + 'coordinates': (((-119.14896203939314, 46.51578909859286), + (-119.14896203939314, 46.37578909859286), + (-119.28896203939313, 46.37578909859286), + (-119.28896203939313, 46.51578909859286), + (-119.14896203939314, 46.51578909859286)),) + }, + 'links': [], + 'assets': {}, + 'bbox': [-119.28896203939313, + 46.37578909859286, + -119.14896203939314, + 46.51578909859286], + 'stac_extensions': [], + 'terravibes_data_type': 'DataVibe' + }, + 'prompts': { + 'type': 'Feature', + 'stac_version': '1.0.0', + 'id': 'geo_734c6441-cb25-4c40-8204-6b7286f24bb9', + 'properties': { + 'urls': ['/mnt/734c6441-cb25-4c40-8204-6b7286f24bb9_geometry_collection.geojson'], + 'start_datetime': '2020-05-01T00:00:00+00:00', + 'end_datetime': '2020-05-05T00:00:00+00:00', + 'datetime': '2020-05-01T00:00:00Z' + }, + 'geometry': {'type': 'Polygon', + 'coordinates': (((-119.14896203939314, 46.51578909859286), + (-119.14896203939314, 46.37578909859286), + (-119.28896203939313, 46.37578909859286), + (-119.28896203939313, 46.51578909859286), + (-119.14896203939314, 46.51578909859286)),) + }, + 'links': [], + 'assets': {}, + 'bbox': [-119.28896203939313, + 46.37578909859286, + -119.14896203939314, + 46.51578909859286], + 'stac_extensions': [], + 'terravibes_data_type': 'ExternalReferenceList' + } } - } } ``` diff --git a/docs/source/docfiles/markdown/SECRETS.md b/docs/source/docfiles/markdown/SECRETS.md index 8940c8d0..499cf802 100644 --- a/docs/source/docfiles/markdown/SECRETS.md +++ b/docs/source/docfiles/markdown/SECRETS.md @@ -82,26 +82,23 @@ farmvibes-ai delete-secret - **NOAA GFS SAS token** (parameter `noaa_gfs_token` with default secret key `noaa-gfs-sas`). - `data_ingestion/weather/get_forecast` -- **SciHub username** and **password** (parameters `scihub_user` and `scihub_password`, and default secret keys `scihub-user` and `scihub-password`, respectively). - - `data_ingestion/sentinel1/preprocess_s1` - -- **Planetary computer API key**. By default, FarmVibes.AI workflows access the Planetary Computer catalog anonymously, when possible. However, we recommend registering for an API key [(see more information here)](https://planetarycomputer.microsoft.com/docs/overview/about/) to avoid being throttled. +- **Planetary computer API key**. The API key is required for workflows that download Sentinel-1 data. For other workflows, the key is optional and avoids being throttled. If not provided, FarmVibes.AI access the Planetary Computer catalog anonymously. To register for an API key, [(see more information here)](https://planetarycomputer.microsoft.com/docs/overview/about/). - `data_ingestion/dem/download_dem` - `data_ingestion/landsat/preprocess_landsat` - `data_ingestion/naip/download_naip` - - `data_ingestion/sentinel1/preprocess_s1` + - `data_ingestion/sentinel1/preprocess_s1` (Required) - `data_ingestion/sentinel2/preprocess_s2` - `data_ingestion/sentinel2/preprocess_s2_improved_mask` - - `data_ingestion/spaceeye/spaceeye` + - `data_ingestion/spaceeye/spaceeye` (Required) - `data_ingestion/spaceeye/spaceeye_interpolation` - - `data_ingestion/spaceeye/spaceeye_preprocess` + - `data_ingestion/spaceeye/spaceeye_preprocess` (Required) - `farm_ai/agriculture/canopy_cover` - - `farm_ai/agriculture/change_detection` + - `farm_ai/agriculture/change_detection` (Required) - `farm_ai/agriculture/emergence_summary` - `farm_ai/agriculture/methane_index` - `farm_ai/agriculture/ndvi_summary` - - `farm_ai/agriculture/conservation_practices` - `farm_ai/agriculture/landsat_ndvi_trend` + - `farm_ai/land_cover_mapping/conservation_practices` - `ml/dataset_generation/datagen_crop_segmentation` ```{eval-rst} diff --git a/docs/source/docfiles/markdown/WORKFLOW_LIST.md b/docs/source/docfiles/markdown/WORKFLOW_LIST.md index 473d9a7e..31304b8b 100644 --- a/docs/source/docfiles/markdown/WORKFLOW_LIST.md +++ b/docs/source/docfiles/markdown/WORKFLOW_LIST.md @@ -118,7 +118,7 @@ Below is a list of all available workflows within the FarmVibes.AI platform. For - [`chunk_onnx/chunk_onnx_sequence` πŸ“„](workflow_yaml/data_processing/chunk_onnx/chunk_onnx_sequence.md): Runs an Onnx model over all rasters in the input to produce a single raster. -- [`clip/clip` πŸ“„](workflow_yaml/data_processing/clip/clip.md): Performs a soft clip on an input raster based on a provided reference geometry. +- [`clip/clip` πŸ“„](workflow_yaml/data_processing/clip/clip.md): Performs a clip on an input raster based on a provided reference geometry. - [`gradient/raster_gradient` πŸ“„](workflow_yaml/data_processing/gradient/raster_gradient.md): Computes the gradient of each band of the input raster with a Sobel operator. @@ -172,6 +172,10 @@ Below is a list of all available workflows within the FarmVibes.AI platform. For - [`land_degradation/ndvi_linear_trend` πŸ“„](workflow_yaml/farm_ai/land_degradation/ndvi_linear_trend.md): Computes the pixel-wise NDVI linear trend over the input raster. +- [`segmentation/auto_segment_basemap` πŸ“„](workflow_yaml/farm_ai/segmentation/auto_segment_basemap.md): Downloads basemap with BingMaps API and runs Segment Anything Model (SAM) automatic segmentation over them. + +- [`segmentation/auto_segment_s2` πŸ“„](workflow_yaml/farm_ai/segmentation/auto_segment_s2.md): Downloads Sentinel-2 imagery and runs Segment Anything Model (SAM) automatic segmentation over them. + - [`segmentation/segment_basemap` πŸ“„](workflow_yaml/farm_ai/segmentation/segment_basemap.md): Downloads basemap with BingMaps API and runs Segment Anything Model (SAM) over them with points and/or bounding boxes as prompts. - [`segmentation/segment_s2` πŸ“„](workflow_yaml/farm_ai/segmentation/segment_s2.md): Downloads Sentinel-2 imagery and runs Segment Anything Model (SAM) over them with points and/or bounding boxes as prompts. @@ -196,8 +200,10 @@ Below is a list of all available workflows within the FarmVibes.AI platform. For - [`driveway_detection` πŸ“„](workflow_yaml/ml/driveway_detection.md): Detects driveways in front of houses. -- [`segment_anything/basemap_prompt_segmentation` πŸ“„](workflow_yaml/ml/segment_anything/basemap_prompt_segmentation.md): Runs Segment Anything Model (SAM) over BingMaps basemap rasters with points and/or bounding boxes as prompts. +- [`segment_anything/automatic_segmentation` πŸ“„](workflow_yaml/ml/segment_anything/automatic_segmentation.md): Runs a Segment Anything Model (SAM) automatic segmentation over input rasters. + +- [`segment_anything/prompt_segmentation` πŸ“„](workflow_yaml/ml/segment_anything/prompt_segmentation.md): Runs Segment Anything Model (SAM) over input rasters with points and/or bounding boxes as prompts. -- [`segment_anything/s2_prompt_segmentation` πŸ“„](workflow_yaml/ml/segment_anything/s2_prompt_segmentation.md): Runs Segment Anything Model (SAM) over Sentinel-2 rasters with points and/or bounding boxes as prompts. +- [`spectral_extension` πŸ“„](workflow_yaml/ml/spectral_extension.md): Generates high-resolution Sentinel-2 bands by combining UAV and Sentinel-2 data. diff --git a/docs/source/docfiles/markdown/data_types_diagram/core_types_hierarchy.md b/docs/source/docfiles/markdown/data_types_diagram/core_types_hierarchy.md index 45f7fbfd..77e80c7c 100644 --- a/docs/source/docfiles/markdown/data_types_diagram/core_types_hierarchy.md +++ b/docs/source/docfiles/markdown/data_types_diagram/core_types_hierarchy.md @@ -8,6 +8,8 @@ classDiagram } class CarbonOffsetInfo { } + class ChipWindow { + } class DataSequence { } class DataSummaryStatistics { diff --git a/docs/source/docfiles/markdown/data_types_diagram/rasters_hierarchy.md b/docs/source/docfiles/markdown/data_types_diagram/rasters_hierarchy.md index 1a3fd456..006f2d64 100644 --- a/docs/source/docfiles/markdown/data_types_diagram/rasters_hierarchy.md +++ b/docs/source/docfiles/markdown/data_types_diagram/rasters_hierarchy.md @@ -38,6 +38,8 @@ classDiagram } class RasterSequence { } + class SamMaskRaster { + } DataSequence --|> DataVibe DataVibe --|> BaseVibe DemProduct --|> DataVibe @@ -60,6 +62,7 @@ classDiagram RasterIlluminance --|> DataVibe RasterSequence --|> DataSequence RasterSequence --|> Raster + SamMaskRaster --|> CategoricalRaster \ No newline at end of file diff --git a/docs/source/docfiles/markdown/workflow_yaml/data_ingestion/spaceeye/spaceeye_preprocess_ensemble.md b/docs/source/docfiles/markdown/workflow_yaml/data_ingestion/spaceeye/spaceeye_preprocess_ensemble.md index 7fcfa842..68c88767 100644 --- a/docs/source/docfiles/markdown/workflow_yaml/data_ingestion/spaceeye/spaceeye_preprocess_ensemble.md +++ b/docs/source/docfiles/markdown/workflow_yaml/data_ingestion/spaceeye/spaceeye_preprocess_ensemble.md @@ -32,7 +32,7 @@ Runs the SpaceEye preprocessing pipeline with an ensemble of cloud segmentation ## Parameters -- **pc_key**: Optional Planetary Computer API key. +- **pc_key**: Planetary Computer API key. ## Tasks @@ -82,7 +82,7 @@ description: s1_raster: Sentinel-1 rasters. cloud_mask: Cloud and cloud shadow mask. parameters: - pc_key: Optional Planetary Computer API key. + pc_key: Planetary Computer API key. ``` \ No newline at end of file diff --git a/docs/source/docfiles/markdown/workflow_yaml/data_processing/clip/clip.md b/docs/source/docfiles/markdown/workflow_yaml/data_processing/clip/clip.md index 6f31f6c3..ff732984 100644 --- a/docs/source/docfiles/markdown/workflow_yaml/data_processing/clip/clip.md +++ b/docs/source/docfiles/markdown/workflow_yaml/data_processing/clip/clip.md @@ -1,6 +1,6 @@ # data_processing/clip/clip -Performs a soft clip on an input raster based on a provided reference geometry. The workflow outputs a new raster copied from the input raster with its geometry metadata as the intersection between the input raster's geometry and the provided reference geometry. The workflow raises an error if there is no intersection between both geometries. +Performs a clip on an input raster based on a provided reference geometry. The workflow outputs a new raster copied from the input raster with its geometry metadata as the intersection between the input raster's geometry and the provided reference geometry. If the parameter hard_clip is set to true, then only data in the intersection is kept in output. The workflow raises an error if there is no intersection between both geometries. ```{mermaid} graph TD @@ -23,9 +23,14 @@ Performs a soft clip on an input raster based on a provided reference geometry. - **clipped_raster**: Clipped raster with the reference geometry. +## Parameters + +- **hard_clip**: if true, keeps only data inside the intersection of reference and input geometries, soft clip otherwise + + ## Tasks -- **clip_raster**: Soft clips the input raster based on the provided referente geometry. +- **clip_raster**: clips the input raster based on the provided referente geometry. ## Workflow Yaml @@ -39,23 +44,32 @@ sources: - clip_raster.input_item sinks: clipped_raster: clip_raster.clipped_raster +parameters: + hard_clip: false tasks: clip_raster: op: clip_raster + parameters: + hard_clip: '@from(hard_clip)' edges: null description: - short_description: Performs a soft clip on an input raster based on a provided reference + short_description: Performs a clip on an input raster based on a provided reference geometry. long_description: The workflow outputs a new raster copied from the input raster with its geometry metadata as the intersection between the input raster's geometry - and the provided reference geometry. The workflow raises an error if there is - no intersection between both geometries. + and the provided reference geometry. If the parameter hard_clip is set to true, + then only data in the intersection is kept in output. The workflow raises an error + if there is no intersection between both geometries. sources: raster: Input raster to be clipped. input_geometry: Reference geometry. sinks: clipped_raster: Clipped raster with the reference geometry. - parameters: null + parameters: + hard_clip: 'if true, keeps only data inside the intersection of reference and + input geometries, soft clip otherwise + + ' ``` \ No newline at end of file diff --git a/docs/source/docfiles/markdown/workflow_yaml/farm_ai/agriculture/methane_index.md b/docs/source/docfiles/markdown/workflow_yaml/farm_ai/agriculture/methane_index.md index 48b02fe4..f794b684 100644 --- a/docs/source/docfiles/markdown/workflow_yaml/farm_ai/agriculture/methane_index.md +++ b/docs/source/docfiles/markdown/workflow_yaml/farm_ai/agriculture/methane_index.md @@ -40,7 +40,7 @@ Computes methane index from ultra emitters for a region and date range. The work - **s2**: Downloads and preprocesses Sentinel-2 imagery that covers the input geometry and time range, and computes improved cloud masks using cloud and shadow segmentation models. -- **clip**: Performs a soft clip on an input raster based on a provided reference geometry. +- **clip**: Performs a clip on an input raster based on a provided reference geometry. - **methane**: Computes an index from the bands of an input raster. diff --git a/docs/source/docfiles/markdown/workflow_yaml/farm_ai/segmentation/auto_segment_basemap.md b/docs/source/docfiles/markdown/workflow_yaml/farm_ai/segmentation/auto_segment_basemap.md new file mode 100644 index 00000000..070d4577 --- /dev/null +++ b/docs/source/docfiles/markdown/workflow_yaml/farm_ai/segmentation/auto_segment_basemap.md @@ -0,0 +1,153 @@ +# farm_ai/segmentation/auto_segment_basemap + +Downloads basemap with BingMaps API and runs Segment Anything Model (SAM) automatic segmentation over them. The workflow lists and downloads basemaps tiles with BingMaps API, and merges them into a single raster. The raster is then split into chips of 1024x1024 pixels with an overlap defined by `spatial_overlap`. Each chip is processed by SAM's image encoder, and a point grid is defined within each chip, with each point being used as a prompt for the segmentation. Each point is used to generate a mask, and the masks are combined using multiple non-maximal suppression steps to generate the final segmentation mask. Before running the workflow, make sure the model has been imported into the cluster by running `scripts/export_prompt_segmentation_models.py`. The script will download the desired model weights from SAM repository, export the image encoder and mask decoder to ONNX format, and add them to the cluster. For more information, refer to the [FarmVibes.AI troubleshooting](https://microsoft.github.io/farmvibes-ai/docfiles/markdown/TROUBLESHOOTING.html) page in the documentation. + +```{mermaid} + graph TD + inp1>user_input] + out1>basemap] + out2>segmentation_mask] + tsk1{{basemap_download}} + tsk2{{basemap_automatic_segmentation}} + tsk1{{basemap_download}} -- merged_basemap/input_raster --> tsk2{{basemap_automatic_segmentation}} + inp1>user_input] -- input_geometry --> tsk1{{basemap_download}} + inp1>user_input] -- input_geometry --> tsk2{{basemap_automatic_segmentation}} + tsk1{{basemap_download}} -- merged_basemap --> out1>basemap] + tsk2{{basemap_automatic_segmentation}} -- segmentation_mask --> out2>segmentation_mask] +``` + +## Sources + +- **user_input**: Time range and geometry of interest. + +## Sinks + +- **basemap**: Merged basemap used as input to the segmentation. + +- **segmentation_mask**: Output segmentation masks. + +## Parameters + +- **bingmaps_api_key**: Required BingMaps API key. + +- **basemap_zoom_level**: Zoom level of interest, ranging from 0 to 20. For instance, a zoom level of 1 corresponds to a resolution of 78271.52 m/pixel, a zoom level of 10 corresponds to 152.9 m/pixel, and a zoom level of 19 corresponds to 0.3 m/pixel. For more information on zoom levels and their corresponding scale and resolution, please refer to the BingMaps API documentation at https://learn.microsoft.com/en-us/bingmaps/articles/understanding-scale-and-resolution + +- **model_type**: SAM's image encoder backbone architecture, among 'vit_h', 'vit_l', or 'vit_b'. Before running the workflow, make sure the desired model has been exported to the cluster by running `scripts/export_sam_models.py`. For more information, refer to the FarmVibes.AI troubleshooting page in the documentation. + +- **spatial_overlap**: Percentage of spatial overlap between chips in the range of [0.0, 1.0). + +- **points_per_side**: The number of points to be sampled along one side of the chip to be prompts. The total number of points is points_per_side**2. + +- **n_crop_layers**: If >0, mask prediction will be run again on crops of the image. Sets the number of layers to run, where each layer has 2**i_layer number of image crops. + +- **crop_overlap_ratio**: Sets the degree to which crops overlap. In the first crop layer, crops will overlap by this fraction of the chip length. Later layers with more crops scale down this overlap. + +- **crop_n_points_downscale_factor**: The number of points-per-side sampled in layer n is scaled down by crop_n_points_downscale_factor**n. + +- **pred_iou_thresh**: A filtering threshold in [0,1] over the model's predicted mask quality/score. + +- **stability_score_thresh**: A filtering threshold in [0,1], using the stability of the mask under changes to the cutoff used to binarize the model's mask predictions. + +- **stability_score_offset**: The amount to shift the cutoff when calculated the stability score. + +- **points_per_batch**: Number of points to process in a single batch. + +- **num_workers**: Number of workers to use for parallel processing. + +- **in_memory**: Whether to load the whole raster in memory when running predictions. Uses more memory (~4GB/worker) but speeds up inference for fast models. + +- **chip_nms_thr**: The box IoU cutoff used by non-maximal suppression to filter duplicate masks within a chip. + +- **mask_nms_thr**: The box IoU cutoff used by non-maximal suppression to filter duplicate masks between different chips. + +## Tasks + +- **basemap_download**: Downloads Bing Maps basemap tiles and merges them into a single raster. + +- **basemap_automatic_segmentation**: Runs a Segment Anything Model (SAM) automatic segmentation over input rasters. + +## Workflow Yaml + +```yaml + +name: auto_segment_basemap +sources: + user_input: + - basemap_download.input_geometry + - basemap_automatic_segmentation.input_geometry +sinks: + basemap: basemap_download.merged_basemap + segmentation_mask: basemap_automatic_segmentation.segmentation_mask +parameters: + bingmaps_api_key: null + basemap_zoom_level: 14 + model_type: vit_b + spatial_overlap: 0.5 + points_per_side: 16 + n_crop_layers: 0 + crop_overlap_ratio: 0.0 + crop_n_points_downscale_factor: 1 + pred_iou_thresh: 0.88 + stability_score_thresh: 0.95 + stability_score_offset: 1.0 + points_per_batch: 16 + num_workers: 0 + in_memory: true + chip_nms_thr: 0.7 + mask_nms_thr: 0.5 +tasks: + basemap_download: + workflow: data_ingestion/bing/basemap_download_merge + parameters: + api_key: '@from(bingmaps_api_key)' + zoom_level: '@from(basemap_zoom_level)' + basemap_automatic_segmentation: + workflow: ml/segment_anything/automatic_segmentation + parameters: + model_type: '@from(model_type)' + band_names: + - red + - green + - blue + band_scaling: null + band_offset: null + spatial_overlap: '@from(spatial_overlap)' + points_per_side: '@from(points_per_side)' + n_crop_layers: '@from(n_crop_layers)' + crop_overlap_ratio: '@from(crop_overlap_ratio)' + crop_n_points_downscale_factor: '@from(crop_n_points_downscale_factor)' + pred_iou_thresh: '@from(pred_iou_thresh)' + stability_score_thresh: '@from(stability_score_thresh)' + stability_score_offset: '@from(stability_score_offset)' + points_per_batch: '@from(points_per_batch)' + num_workers: '@from(num_workers)' + in_memory: '@from(in_memory)' + chip_nms_thr: '@from(chip_nms_thr)' + mask_nms_thr: '@from(mask_nms_thr)' +edges: +- origin: basemap_download.merged_basemap + destination: + - basemap_automatic_segmentation.input_raster +description: + short_description: Downloads basemap with BingMaps API and runs Segment Anything + Model (SAM) automatic segmentation over them. + long_description: The workflow lists and downloads basemaps tiles with BingMaps + API, and merges them into a single raster. The raster is then split into chips + of 1024x1024 pixels with an overlap defined by `spatial_overlap`. Each chip is + processed by SAM's image encoder, and a point grid is defined within each chip, + with each point being used as a prompt for the segmentation. Each point is used + to generate a mask, and the masks are combined using multiple non-maximal suppression + steps to generate the final segmentation mask. Before running the workflow, make + sure the model has been imported into the cluster by running `scripts/export_prompt_segmentation_models.py`. + The script will download the desired model weights from SAM repository, export + the image encoder and mask decoder to ONNX format, and add them to the cluster. + For more information, refer to the [FarmVibes.AI troubleshooting](https://microsoft.github.io/farmvibes-ai/docfiles/markdown/TROUBLESHOOTING.html) + page in the documentation. + sources: + user_input: Time range and geometry of interest. + sinks: + basemap: Merged basemap used as input to the segmentation. + segmentation_mask: Output segmentation masks. + + +``` \ No newline at end of file diff --git a/docs/source/docfiles/markdown/workflow_yaml/farm_ai/segmentation/auto_segment_s2.md b/docs/source/docfiles/markdown/workflow_yaml/farm_ai/segmentation/auto_segment_s2.md new file mode 100644 index 00000000..1a88a591 --- /dev/null +++ b/docs/source/docfiles/markdown/workflow_yaml/farm_ai/segmentation/auto_segment_s2.md @@ -0,0 +1,149 @@ +# farm_ai/segmentation/auto_segment_s2 + +Downloads Sentinel-2 imagery and runs Segment Anything Model (SAM) automatic segmentation over them. The workflow retrieves the relevant Sentinel-2 products with the Planetary Computer (PC) API, and splits the input rasters into chips of 1024x1024 pixels with an overlap defined by `spatial_overlap`. Each chip is processed by SAM's image encoder, and a point grid is defined within each chip, with each point being used as a prompt for the segmentation. Each point is used to generate a mask, and the masks are combined using multiple non-maximal suppression steps to generate the final segmentation mask. Before running the workflow, make sure the model has been imported into the cluster by running `scripts/export_prompt_segmentation_models.py`. The script will download the desired model weights from SAM repository, export the image encoder and mask decoder to ONNX format, and add them to the cluster. For more information, refer to the [FarmVibes.AI troubleshooting](https://microsoft.github.io/farmvibes-ai/docfiles/markdown/TROUBLESHOOTING.html) page in the documentation. + +```{mermaid} + graph TD + inp1>user_input] + out1>s2_raster] + out2>segmentation_mask] + tsk1{{preprocess_s2}} + tsk2{{s2_automatic_segmentation}} + tsk1{{preprocess_s2}} -- raster/input_raster --> tsk2{{s2_automatic_segmentation}} + inp1>user_input] -- user_input --> tsk1{{preprocess_s2}} + inp1>user_input] -- input_geometry --> tsk2{{s2_automatic_segmentation}} + tsk1{{preprocess_s2}} -- raster --> out1>s2_raster] + tsk2{{s2_automatic_segmentation}} -- segmentation_mask --> out2>segmentation_mask] +``` + +## Sources + +- **user_input**: Time range and geometry of interest. + +## Sinks + +- **s2_raster**: Sentinel-2 rasters used as input for the segmentation. + +- **segmentation_mask**: Output segmentation masks. + +## Parameters + +- **pc_key**: Optional Planetary Computer API key. + +- **model_type**: SAM's image encoder backbone architecture, among 'vit_h', 'vit_l', or 'vit_b'. Before running the workflow, make sure the desired model has been exported to the cluster by running `scripts/export_sam_models.py`. For more information, refer to the FarmVibes.AI troubleshooting page in the documentation. + +- **spatial_overlap**: Percentage of spatial overlap between chips in the range of [0.0, 1.0). + +- **points_per_side**: The number of points to be sampled along one side of the chip to be prompts. The total number of points is points_per_side**2. + +- **n_crop_layers**: If >0, mask prediction will be run again on crops of the image. Sets the number of layers to run, where each layer has 2**i_layer number of image crops. + +- **crop_overlap_ratio**: Sets the degree to which crops overlap. In the first crop layer, crops will overlap by this fraction of the chip length. Later layers with more crops scale down this overlap. + +- **crop_n_points_downscale_factor**: The number of points-per-side sampled in layer n is scaled down by crop_n_points_downscale_factor**n. + +- **pred_iou_thresh**: A filtering threshold in [0,1] over the model's predicted mask quality/score. + +- **stability_score_thresh**: A filtering threshold in [0,1], using the stability of the mask under changes to the cutoff used to binarize the model's mask predictions. + +- **stability_score_offset**: The amount to shift the cutoff when calculated the stability score. + +- **points_per_batch**: Number of points to process in a single batch. + +- **num_workers**: Number of workers to use for parallel processing. + +- **in_memory**: Whether to load the whole raster in memory when running predictions. Uses more memory (~4GB/worker) but speeds up inference for fast models. + +- **chip_nms_thr**: The box IoU cutoff used by non-maximal suppression to filter duplicate masks within a chip. + +- **mask_nms_thr**: The box IoU cutoff used by non-maximal suppression to filter duplicate masks between different chips. + +## Tasks + +- **preprocess_s2**: Downloads and preprocesses Sentinel-2 imagery that covers the input geometry and time range. + +- **s2_automatic_segmentation**: Runs a Segment Anything Model (SAM) automatic segmentation over input rasters. + +## Workflow Yaml + +```yaml + +name: auto_segment_s2 +sources: + user_input: + - preprocess_s2.user_input + - s2_automatic_segmentation.input_geometry +sinks: + s2_raster: preprocess_s2.raster + segmentation_mask: s2_automatic_segmentation.segmentation_mask +parameters: + pc_key: null + model_type: vit_b + spatial_overlap: 0.5 + points_per_side: 16 + n_crop_layers: 0 + crop_overlap_ratio: 0.0 + crop_n_points_downscale_factor: 1 + pred_iou_thresh: 0.88 + stability_score_thresh: 0.95 + stability_score_offset: 1.0 + points_per_batch: 16 + num_workers: 0 + in_memory: true + chip_nms_thr: 0.7 + mask_nms_thr: 0.5 +tasks: + preprocess_s2: + workflow: data_ingestion/sentinel2/preprocess_s2 + parameters: + pc_key: '@from(pc_key)' + s2_automatic_segmentation: + workflow: ml/segment_anything/automatic_segmentation + parameters: + model_type: '@from(model_type)' + band_names: + - R + - G + - B + band_scaling: null + band_offset: null + spatial_overlap: '@from(spatial_overlap)' + points_per_side: '@from(points_per_side)' + n_crop_layers: '@from(n_crop_layers)' + crop_overlap_ratio: '@from(crop_overlap_ratio)' + crop_n_points_downscale_factor: '@from(crop_n_points_downscale_factor)' + pred_iou_thresh: '@from(pred_iou_thresh)' + stability_score_thresh: '@from(stability_score_thresh)' + stability_score_offset: '@from(stability_score_offset)' + points_per_batch: '@from(points_per_batch)' + num_workers: '@from(num_workers)' + in_memory: '@from(in_memory)' + chip_nms_thr: '@from(chip_nms_thr)' + mask_nms_thr: '@from(mask_nms_thr)' +edges: +- origin: preprocess_s2.raster + destination: + - s2_automatic_segmentation.input_raster +description: + short_description: Downloads Sentinel-2 imagery and runs Segment Anything Model + (SAM) automatic segmentation over them. + long_description: The workflow retrieves the relevant Sentinel-2 products with the + Planetary Computer (PC) API, and splits the input rasters into chips of 1024x1024 + pixels with an overlap defined by `spatial_overlap`. Each chip is processed by + SAM's image encoder, and a point grid is defined within each chip, with each point + being used as a prompt for the segmentation. Each point is used to generate a + mask, and the masks are combined using multiple non-maximal suppression steps + to generate the final segmentation mask. Before running the workflow, make sure + the model has been imported into the cluster by running `scripts/export_prompt_segmentation_models.py`. + The script will download the desired model weights from SAM repository, export + the image encoder and mask decoder to ONNX format, and add them to the cluster. + For more information, refer to the [FarmVibes.AI troubleshooting](https://microsoft.github.io/farmvibes-ai/docfiles/markdown/TROUBLESHOOTING.html) + page in the documentation. + sources: + user_input: Time range and geometry of interest. + sinks: + s2_raster: Sentinel-2 rasters used as input for the segmentation. + segmentation_mask: Output segmentation masks. + + +``` \ No newline at end of file diff --git a/docs/source/docfiles/markdown/workflow_yaml/farm_ai/segmentation/segment_basemap.md b/docs/source/docfiles/markdown/workflow_yaml/farm_ai/segmentation/segment_basemap.md index 38950101..1c05de41 100644 --- a/docs/source/docfiles/markdown/workflow_yaml/farm_ai/segmentation/segment_basemap.md +++ b/docs/source/docfiles/markdown/workflow_yaml/farm_ai/segmentation/segment_basemap.md @@ -22,7 +22,7 @@ Downloads basemap with BingMaps API and runs Segment Anything Model (SAM) over t - **user_input**: Time range and geometry of interest. -- **prompts**: ExternalReferences to the point and/or bounding box prompts. These are GeoJSON with coordinates, label (foreground/background) and prompt id (in case, the raster contains multiple entities that should be segmented in a single workflow run). +- **prompts**: ExternalReferences to the point and/or bounding box prompts. These are GeoJSON with coordinates, label (foreground/background) and prompt id (in case the raster contains multiple entities that should be segmented in a single workflow run). ## Sinks @@ -44,7 +44,7 @@ Downloads basemap with BingMaps API and runs Segment Anything Model (SAM) over t - **basemap_download**: Downloads Bing Maps basemap tiles and merges them into a single raster. -- **basemap_segmentation**: Runs Segment Anything Model (SAM) over BingMaps basemap rasters with points and/or bounding boxes as prompts. +- **basemap_segmentation**: Runs Segment Anything Model (SAM) over input rasters with points and/or bounding boxes as prompts. ## Workflow Yaml @@ -72,9 +72,15 @@ tasks: api_key: '@from(bingmaps_api_key)' zoom_level: '@from(basemap_zoom_level)' basemap_segmentation: - workflow: ml/segment_anything/basemap_prompt_segmentation + workflow: ml/segment_anything/prompt_segmentation parameters: model_type: '@from(model_type)' + band_names: + - red + - green + - blue + band_scaling: null + band_offset: null spatial_overlap: '@from(spatial_overlap)' edges: - origin: basemap_download.merged_basemap @@ -96,7 +102,7 @@ description: sources: user_input: Time range and geometry of interest. prompts: ExternalReferences to the point and/or bounding box prompts. These are - GeoJSON with coordinates, label (foreground/background) and prompt id (in case, + GeoJSON with coordinates, label (foreground/background) and prompt id (in case the raster contains multiple entities that should be segmented in a single workflow run). sinks: diff --git a/docs/source/docfiles/markdown/workflow_yaml/farm_ai/segmentation/segment_s2.md b/docs/source/docfiles/markdown/workflow_yaml/farm_ai/segmentation/segment_s2.md index 6cac4be5..24ffddfc 100644 --- a/docs/source/docfiles/markdown/workflow_yaml/farm_ai/segmentation/segment_s2.md +++ b/docs/source/docfiles/markdown/workflow_yaml/farm_ai/segmentation/segment_s2.md @@ -42,7 +42,7 @@ Downloads Sentinel-2 imagery and runs Segment Anything Model (SAM) over them wit - **preprocess_s2**: Downloads and preprocesses Sentinel-2 imagery that covers the input geometry and time range. -- **s2_segmentation**: Runs Segment Anything Model (SAM) over Sentinel-2 rasters with points and/or bounding boxes as prompts. +- **s2_segmentation**: Runs Segment Anything Model (SAM) over input rasters with points and/or bounding boxes as prompts. ## Workflow Yaml @@ -68,9 +68,15 @@ tasks: parameters: pc_key: '@from(pc_key)' s2_segmentation: - workflow: ml/segment_anything/s2_prompt_segmentation + workflow: ml/segment_anything/prompt_segmentation parameters: model_type: '@from(model_type)' + band_names: + - R + - G + - B + band_scaling: null + band_offset: null spatial_overlap: '@from(spatial_overlap)' edges: - origin: preprocess_s2.raster diff --git a/docs/source/docfiles/markdown/workflow_yaml/forest_ai/deforestation/ordinal_trend_detection.md b/docs/source/docfiles/markdown/workflow_yaml/forest_ai/deforestation/ordinal_trend_detection.md index bb347a72..e95a1dae 100644 --- a/docs/source/docfiles/markdown/workflow_yaml/forest_ai/deforestation/ordinal_trend_detection.md +++ b/docs/source/docfiles/markdown/workflow_yaml/forest_ai/deforestation/ordinal_trend_detection.md @@ -47,7 +47,7 @@ Detects increase/decrease trends in the pixel levels over the user-input geometr - **recode_raster**: Recodes values of the input raster. -- **clip**: Performs a soft clip on an input raster based on a provided reference geometry. +- **clip**: Performs a clip on an input raster based on a provided reference geometry. - **compute_pixel_count**: Counts the pixel values in the input raster. diff --git a/docs/source/docfiles/markdown/workflow_yaml/ml/segment_anything/automatic_segmentation.md b/docs/source/docfiles/markdown/workflow_yaml/ml/segment_anything/automatic_segmentation.md new file mode 100644 index 00000000..55099a0c --- /dev/null +++ b/docs/source/docfiles/markdown/workflow_yaml/ml/segment_anything/automatic_segmentation.md @@ -0,0 +1,160 @@ +# ml/segment_anything/automatic_segmentation + +Runs a Segment Anything Model (SAM) automatic segmentation over input rasters. The workflow splits the input rasters into chips of 1024x1024 pixels with an overlap defined by `spatial_overlap`. Each chip is processed by SAM's image encoder, and a point grid is defined within each chip, with each point being used as a prompt for the segmentation. Each point is used to generate a mask, and the masks are combined using multiple non-maximal suppression steps to generate the final segmentation mask. Before running the workflow, make sure the model has been imported into the cluster by running `scripts/export_prompt_segmentation_models.py`. The script will download the desired model weights from SAM repository, export the image encoder and mask decoder to ONNX format, and add them to the cluster. For more information, refer to the [FarmVibes.AI troubleshooting](https://microsoft.github.io/farmvibes-ai/docfiles/markdown/TROUBLESHOOTING.html) page in the documentation. + +```{mermaid} + graph TD + inp1>input_raster] + inp2>input_geometry] + out1>segmentation_mask] + tsk1{{clip}} + tsk2{{sam_inference}} + tsk3{{combine_masks}} + tsk1{{clip}} -- clipped_raster/input_raster --> tsk2{{sam_inference}} + tsk2{{sam_inference}} -- segmented_chips/input_masks --> tsk3{{combine_masks}} + inp1>input_raster] -- raster --> tsk1{{clip}} + inp2>input_geometry] -- input_geometry --> tsk1{{clip}} + tsk3{{combine_masks}} -- output_mask --> out1>segmentation_mask] +``` + +## Sources + +- **input_raster**: Rasters used as input for the segmentation. + +- **input_geometry**: Geometry of interest within the raster for the segmentation. + +## Sinks + +- **segmentation_mask**: Output segmentation masks. + +## Parameters + +- **model_type**: SAM's image encoder backbone architecture, among 'vit_h', 'vit_l', or 'vit_b'. Before running the workflow, make sure the desired model has been exported to the cluster by running `scripts/export_sam_models.py`. For more information, refer to the FarmVibes.AI troubleshooting page in the documentation. + +- **band_names**: Name of raster bands that should be selected to compose the 3-channel images expected by SAM. If not provided, will try to use ["R", "G", "B"]. If only a single band name is provided, will replicate it through all three channels. + +- **band_scaling**: A list of floats to scale each band by to the range of [0.0, 1.0] or [0.0, 255.0]. If not provided, will default to the raster scaling parameter. If a list with a single value is provided, will use it for all three bands. + +- **band_offset**: A list of floats to offset each band by. If not provided, will default to the raster offset value. If a list with a single value is provided, will use it for all three bands. + +- **spatial_overlap**: Percentage of spatial overlap between chips in the range of [0.0, 1.0). + +- **points_per_side**: The number of points to be sampled along one side of the chip to be prompts. The total number of points is points_per_side**2. + +- **n_crop_layers**: If >0, mask prediction will be run again on crops of the image. Sets the number of layers to run, where each layer has 2**i_layer number of image crops. + +- **crop_overlap_ratio**: Sets the degree to which crops overlap. In the first crop layer, crops will overlap by this fraction of the chip length. Later layers with more crops scale down this overlap. + +- **crop_n_points_downscale_factor**: The number of points-per-side sampled in layer n is scaled down by crop_n_points_downscale_factor**n. + +- **pred_iou_thresh**: A filtering threshold in [0,1] over the model's predicted mask quality/score. + +- **stability_score_thresh**: A filtering threshold in [0,1], using the stability of the mask under changes to the cutoff used to binarize the model's mask predictions. + +- **stability_score_offset**: The amount to shift the cutoff when calculated the stability score. + +- **points_per_batch**: Number of points to process in a single batch. + +- **num_workers**: Number of workers to use for parallel processing. + +- **in_memory**: Whether to load the whole raster in memory when running predictions. Uses more memory (~4GB/worker) but speeds up inference for fast models. + +- **chip_nms_thr**: The box IoU cutoff used by non-maximal suppression to filter duplicate masks within a chip. + +- **mask_nms_thr**: The box IoU cutoff used by non-maximal suppression to filter duplicate masks between different chips. + +## Tasks + +- **clip**: Performs a clip on an input raster based on a provided reference geometry. + +- **sam_inference**: Runs a SAM automatic segmentation inference over the input raster, generating masks for each chip. + +- **combine_masks**: Process intermediary segmentation masks, filtering out duplicates and combining into final mask raster. + +## Workflow Yaml + +```yaml + +name: automatic_segmentation +sources: + input_raster: + - clip.raster + input_geometry: + - clip.input_geometry +sinks: + segmentation_mask: combine_masks.output_mask +parameters: + model_type: vit_b + band_names: null + band_scaling: null + band_offset: null + spatial_overlap: 0.5 + points_per_side: 16 + n_crop_layers: 0 + crop_overlap_ratio: 0.0 + crop_n_points_downscale_factor: 1 + pred_iou_thresh: 0.88 + stability_score_thresh: 0.95 + stability_score_offset: 1.0 + points_per_batch: 16 + num_workers: 0 + in_memory: true + chip_nms_thr: 0.7 + mask_nms_thr: 0.5 +tasks: + clip: + workflow: data_processing/clip/clip + sam_inference: + op: automatic_segmentation + op_dir: segment_anything + parameters: + model_type: '@from(model_type)' + band_names: '@from(band_names)' + band_scaling: '@from(band_scaling)' + band_offset: '@from(band_offset)' + spatial_overlap: '@from(spatial_overlap)' + points_per_side: '@from(points_per_side)' + n_crop_layers: '@from(n_crop_layers)' + crop_overlap_ratio: '@from(crop_overlap_ratio)' + crop_n_points_downscale_factor: '@from(crop_n_points_downscale_factor)' + pred_iou_thresh: '@from(pred_iou_thresh)' + stability_score_thresh: '@from(stability_score_thresh)' + stability_score_offset: '@from(stability_score_offset)' + points_per_batch: '@from(points_per_batch)' + num_workers: '@from(num_workers)' + in_memory: '@from(in_memory)' + combine_masks: + op: combine_sam_masks + op_dir: segment_anything_combine_masks + parameters: + chip_nms_thr: '@from(chip_nms_thr)' + mask_nms_thr: '@from(mask_nms_thr)' +edges: +- origin: clip.clipped_raster + destination: + - sam_inference.input_raster +- origin: sam_inference.segmented_chips + destination: + - combine_masks.input_masks +description: + short_description: Runs a Segment Anything Model (SAM) automatic segmentation over + input rasters. + long_description: The workflow splits the input rasters into chips of 1024x1024 + pixels with an overlap defined by `spatial_overlap`. Each chip is processed by + SAM's image encoder, and a point grid is defined within each chip, with each point + being used as a prompt for the segmentation. Each point is used to generate a + mask, and the masks are combined using multiple non-maximal suppression steps + to generate the final segmentation mask. Before running the workflow, make sure + the model has been imported into the cluster by running `scripts/export_prompt_segmentation_models.py`. + The script will download the desired model weights from SAM repository, export + the image encoder and mask decoder to ONNX format, and add them to the cluster. + For more information, refer to the [FarmVibes.AI troubleshooting](https://microsoft.github.io/farmvibes-ai/docfiles/markdown/TROUBLESHOOTING.html) + page in the documentation. + sources: + input_raster: Rasters used as input for the segmentation. + input_geometry: Geometry of interest within the raster for the segmentation. + sinks: + segmentation_mask: Output segmentation masks. + + +``` \ No newline at end of file diff --git a/docs/source/docfiles/markdown/workflow_yaml/ml/segment_anything/basemap_prompt_segmentation.md b/docs/source/docfiles/markdown/workflow_yaml/ml/segment_anything/basemap_prompt_segmentation.md deleted file mode 100644 index 67fa8bae..00000000 --- a/docs/source/docfiles/markdown/workflow_yaml/ml/segment_anything/basemap_prompt_segmentation.md +++ /dev/null @@ -1,97 +0,0 @@ -# ml/segment_anything/basemap_prompt_segmentation - -Runs Segment Anything Model (SAM) over BingMaps basemap rasters with points and/or bounding boxes as prompts. The workflow splits the input BingMaps basemap rasters into chips of 1024x1024 pixels with an overlap defined by `spatial_overlap`. Chips intersecting with prompts are processed by SAM's image encoder, followed by prompt encoder and mask decoder. Before running the workflow, make sure the model has been imported into the cluster by running `scripts/export_prompt_segmentation_models.py`. The script will download the desired model weights from SAM repository, export the image encoder and mask decoder to ONNX format, and add them to the cluster. For more information, refer to the [FarmVibes.AI troubleshooting](https://microsoft.github.io/farmvibes-ai/docfiles/markdown/TROUBLESHOOTING.html) page in the documentation. - -```{mermaid} - graph TD - inp1>input_raster] - inp2>input_geometry] - inp3>input_prompts] - out1>segmentation_mask] - tsk1{{ingest_points}} - tsk2{{sam_inference}} - tsk1{{ingest_points}} -- geometry/input_prompts --> tsk2{{sam_inference}} - inp1>input_raster] -- input_raster --> tsk2{{sam_inference}} - inp2>input_geometry] -- input_geometry --> tsk2{{sam_inference}} - inp3>input_prompts] -- user_input --> tsk1{{ingest_points}} - tsk2{{sam_inference}} -- segmentation_mask --> out1>segmentation_mask] -``` - -## Sources - -- **input_geometry**: Geometry of interest within the raster for the segmentation. - -- **input_raster**: BingMaps basemap rasters used as input for the segmentation. - -- **input_prompts**: ExternalReferences to the point and/or bounding box prompts. These are GeoJSON with coordinates, label (foreground/background) and prompt id (in case, the raster contains multiple entities that should be segmented in a single workflow run). - -## Sinks - -- **segmentation_mask**: Output segmentation masks. - -## Parameters - -- **model_type**: SAM's image encoder backbone architecture, among 'vit_h', 'vit_l', or 'vit_b'. Before running the workflow, make sure the desired model has been exported to the cluster by running `scripts/export_sam_models.py`. For more information, refer to the FarmVibes.AI troubleshooting page in the documentation. - -- **spatial_overlap**: Percentage of spatial overlap between chips in the range of [0.0, 1.0). - -## Tasks - -- **ingest_points**: Adds user geometries into the cluster storage, allowing for them to be used on workflows. - -- **sam_inference**: Runs SAM over the input BingMaps basemap raster with points and bounding boxes as prompts. - -## Workflow Yaml - -```yaml - -name: basemap_prompt_segmentation -sources: - input_raster: - - sam_inference.input_raster - input_geometry: - - sam_inference.input_geometry - input_prompts: - - ingest_points.user_input -sinks: - segmentation_mask: sam_inference.segmentation_mask -parameters: - model_type: vit_b - spatial_overlap: 0.5 -tasks: - ingest_points: - workflow: data_ingestion/user_data/ingest_geometry - sam_inference: - op: basemap_prompt_segmentation - op_dir: segment_anything - parameters: - model_type: '@from(model_type)' - spatial_overlap: '@from(spatial_overlap)' -edges: -- origin: ingest_points.geometry - destination: - - sam_inference.input_prompts -description: - short_description: Runs Segment Anything Model (SAM) over BingMaps basemap rasters - with points and/or bounding boxes as prompts. - long_description: The workflow splits the input BingMaps basemap rasters into chips - of 1024x1024 pixels with an overlap defined by `spatial_overlap`. Chips intersecting - with prompts are processed by SAM's image encoder, followed by prompt encoder - and mask decoder. Before running the workflow, make sure the model has been imported - into the cluster by running `scripts/export_prompt_segmentation_models.py`. The - script will download the desired model weights from SAM repository, export the - image encoder and mask decoder to ONNX format, and add them to the cluster. For - more information, refer to the [FarmVibes.AI troubleshooting](https://microsoft.github.io/farmvibes-ai/docfiles/markdown/TROUBLESHOOTING.html) - page in the documentation. - sources: - input_geometry: Geometry of interest within the raster for the segmentation. - input_raster: BingMaps basemap rasters used as input for the segmentation. - input_prompts: ExternalReferences to the point and/or bounding box prompts. These - are GeoJSON with coordinates, label (foreground/background) and prompt id (in - case, the raster contains multiple entities that should be segmented in a single - workflow run). - sinks: - segmentation_mask: Output segmentation masks. - - -``` \ No newline at end of file diff --git a/docs/source/docfiles/markdown/workflow_yaml/ml/segment_anything/prompt_segmentation.md b/docs/source/docfiles/markdown/workflow_yaml/ml/segment_anything/prompt_segmentation.md new file mode 100644 index 00000000..c62f6b64 --- /dev/null +++ b/docs/source/docfiles/markdown/workflow_yaml/ml/segment_anything/prompt_segmentation.md @@ -0,0 +1,118 @@ +# ml/segment_anything/prompt_segmentation + +Runs Segment Anything Model (SAM) over input rasters with points and/or bounding boxes as prompts. The workflow splits the input input rasters into chips of 1024x1024 pixels with an overlap defined by `spatial_overlap`. Chips intersecting with prompts are processed by SAM's image encoder, followed by prompt encoder and mask decoder. Before running the workflow, make sure the model has been imported into the cluster by running `scripts/export_prompt_segmentation_models.py`. The script will download the desired model weights from SAM repository, export the image encoder and mask decoder to ONNX format, and add them to the cluster. For more information, refer to the [FarmVibes.AI troubleshooting](https://microsoft.github.io/farmvibes-ai/docfiles/markdown/TROUBLESHOOTING.html) page in the documentation. + +```{mermaid} + graph TD + inp1>input_raster] + inp2>input_geometry] + inp3>input_prompts] + out1>segmentation_mask] + tsk1{{ingest_points}} + tsk2{{clip}} + tsk3{{sam_inference}} + tsk1{{ingest_points}} -- geometry/input_prompts --> tsk3{{sam_inference}} + tsk2{{clip}} -- clipped_raster/input_raster --> tsk3{{sam_inference}} + inp1>input_raster] -- raster --> tsk2{{clip}} + inp2>input_geometry] -- input_geometry --> tsk2{{clip}} + inp3>input_prompts] -- user_input --> tsk1{{ingest_points}} + tsk3{{sam_inference}} -- segmentation_mask --> out1>segmentation_mask] +``` + +## Sources + +- **input_geometry**: Geometry of interest within the raster for the segmentation. + +- **input_raster**: Rasters used as input for the segmentation. + +- **input_prompts**: ExternalReferences to the point and/or bounding box prompts. These are GeoJSON with coordinates, label (foreground/background) and prompt id (in case, the raster contains multiple entities that should be segmented in a single workflow run). + +## Sinks + +- **segmentation_mask**: Output segmentation masks. + +## Parameters + +- **model_type**: SAM's image encoder backbone architecture, among 'vit_h', 'vit_l', or 'vit_b'. Before running the workflow, make sure the desired model has been exported to the cluster by running `scripts/export_sam_models.py`. For more information, refer to the FarmVibes.AI troubleshooting page in the documentation. + +- **band_names**: Name of raster bands that should be selected to compose the 3-channel images expected by SAM. If not provided, will try to use ["R", "G", "B"]. If only a single band name is provided, will replicate it through all three channels. + +- **band_scaling**: A list of floats to scale each band by to the range of [0.0, 1.0] or [0.0, 255.0]. If not provided, will default to the raster scaling parameter. If a list with a single value is provided, will use it for all three bands. + +- **band_offset**: A list of floats to offset each band by. If not provided, will default to the raster offset value. If a list with a single value is provided, will use it for all three bands. + +- **spatial_overlap**: Percentage of spatial overlap between chips in the range of [0.0, 1.0). + +## Tasks + +- **ingest_points**: Adds user geometries into the cluster storage, allowing for them to be used on workflows. + +- **clip**: Performs a clip on an input raster based on a provided reference geometry. + +- **sam_inference**: Runs SAM over the input raster with points and bounding boxes as prompts. + +## Workflow Yaml + +```yaml + +name: prompt_segmentation +sources: + input_raster: + - clip.raster + input_geometry: + - clip.input_geometry + input_prompts: + - ingest_points.user_input +sinks: + segmentation_mask: sam_inference.segmentation_mask +parameters: + model_type: vit_b + band_names: null + band_scaling: null + band_offset: null + spatial_overlap: 0.5 +tasks: + ingest_points: + workflow: data_ingestion/user_data/ingest_geometry + clip: + workflow: data_processing/clip/clip + sam_inference: + op: prompt_segmentation + op_dir: segment_anything + parameters: + model_type: '@from(model_type)' + band_names: '@from(band_names)' + band_scaling: '@from(band_scaling)' + band_offset: '@from(band_offset)' + spatial_overlap: '@from(spatial_overlap)' +edges: +- origin: ingest_points.geometry + destination: + - sam_inference.input_prompts +- origin: clip.clipped_raster + destination: + - sam_inference.input_raster +description: + short_description: Runs Segment Anything Model (SAM) over input rasters with points + and/or bounding boxes as prompts. + long_description: The workflow splits the input input rasters into chips of 1024x1024 + pixels with an overlap defined by `spatial_overlap`. Chips intersecting with prompts + are processed by SAM's image encoder, followed by prompt encoder and mask decoder. + Before running the workflow, make sure the model has been imported into the cluster + by running `scripts/export_prompt_segmentation_models.py`. The script will download + the desired model weights from SAM repository, export the image encoder and mask + decoder to ONNX format, and add them to the cluster. For more information, refer + to the [FarmVibes.AI troubleshooting](https://microsoft.github.io/farmvibes-ai/docfiles/markdown/TROUBLESHOOTING.html) + page in the documentation. + sources: + input_geometry: Geometry of interest within the raster for the segmentation. + input_raster: Rasters used as input for the segmentation. + input_prompts: ExternalReferences to the point and/or bounding box prompts. These + are GeoJSON with coordinates, label (foreground/background) and prompt id (in + case, the raster contains multiple entities that should be segmented in a single + workflow run). + sinks: + segmentation_mask: Output segmentation masks. + + +``` \ No newline at end of file diff --git a/docs/source/docfiles/markdown/workflow_yaml/ml/segment_anything/s2_prompt_segmentation.md b/docs/source/docfiles/markdown/workflow_yaml/ml/segment_anything/s2_prompt_segmentation.md deleted file mode 100644 index 2428583f..00000000 --- a/docs/source/docfiles/markdown/workflow_yaml/ml/segment_anything/s2_prompt_segmentation.md +++ /dev/null @@ -1,97 +0,0 @@ -# ml/segment_anything/s2_prompt_segmentation - -Runs Segment Anything Model (SAM) over Sentinel-2 rasters with points and/or bounding boxes as prompts. The workflow splits the input Sentinel-2 rasters into chips of 1024x1024 pixels with an overlap defined by `spatial_overlap`. Chips intersecting with prompts are processed by SAM's image encoder, followed by prompt encoder and mask decoder. Before running the workflow, make sure the model has been imported into the cluster by running `scripts/export_prompt_segmentation_models.py`. The script will download the desired model weights from SAM repository, export the image encoder and mask decoder to ONNX format, and add them to the cluster. For more information, refer to the [FarmVibes.AI troubleshooting](https://microsoft.github.io/farmvibes-ai/docfiles/markdown/TROUBLESHOOTING.html) page in the documentation. - -```{mermaid} - graph TD - inp1>input_raster] - inp2>input_geometry] - inp3>input_prompts] - out1>segmentation_mask] - tsk1{{ingest_points}} - tsk2{{sam_inference}} - tsk1{{ingest_points}} -- geometry/input_prompts --> tsk2{{sam_inference}} - inp1>input_raster] -- input_raster --> tsk2{{sam_inference}} - inp2>input_geometry] -- input_geometry --> tsk2{{sam_inference}} - inp3>input_prompts] -- user_input --> tsk1{{ingest_points}} - tsk2{{sam_inference}} -- segmentation_mask --> out1>segmentation_mask] -``` - -## Sources - -- **input_geometry**: Geometry of interest within the raster for the segmentation. - -- **input_raster**: Sentinel-2 rasters used as input for the segmentation. - -- **input_prompts**: ExternalReferences to the point and/or bounding box prompts. These are GeoJSON with coordinates, label (foreground/background) and prompt id (in case, the raster contains multiple entities that should be segmented in a single workflow run). - -## Sinks - -- **segmentation_mask**: Output segmentation masks. - -## Parameters - -- **model_type**: SAM's image encoder backbone architecture, among 'vit_h', 'vit_l', or 'vit_b'. Before running the workflow, make sure the desired model has been exported to the cluster by running `scripts/export_sam_models.py`. For more information, refer to the FarmVibes.AI troubleshooting page in the documentation. - -- **spatial_overlap**: Percentage of spatial overlap between chips in the range of [0.0, 1.0). - -## Tasks - -- **ingest_points**: Adds user geometries into the cluster storage, allowing for them to be used on workflows. - -- **sam_inference**: Runs SAM over the input Sentinel-2 raster with points and bounding boxes as prompts. - -## Workflow Yaml - -```yaml - -name: s2_prompt_segmentation -sources: - input_raster: - - sam_inference.input_raster - input_geometry: - - sam_inference.input_geometry - input_prompts: - - ingest_points.user_input -sinks: - segmentation_mask: sam_inference.segmentation_mask -parameters: - model_type: vit_b - spatial_overlap: 0.5 -tasks: - ingest_points: - workflow: data_ingestion/user_data/ingest_geometry - sam_inference: - op: s2_prompt_segmentation - op_dir: segment_anything - parameters: - model_type: '@from(model_type)' - spatial_overlap: '@from(spatial_overlap)' -edges: -- origin: ingest_points.geometry - destination: - - sam_inference.input_prompts -description: - short_description: Runs Segment Anything Model (SAM) over Sentinel-2 rasters with - points and/or bounding boxes as prompts. - long_description: The workflow splits the input Sentinel-2 rasters into chips of - 1024x1024 pixels with an overlap defined by `spatial_overlap`. Chips intersecting - with prompts are processed by SAM's image encoder, followed by prompt encoder - and mask decoder. Before running the workflow, make sure the model has been imported - into the cluster by running `scripts/export_prompt_segmentation_models.py`. The - script will download the desired model weights from SAM repository, export the - image encoder and mask decoder to ONNX format, and add them to the cluster. For - more information, refer to the [FarmVibes.AI troubleshooting](https://microsoft.github.io/farmvibes-ai/docfiles/markdown/TROUBLESHOOTING.html) - page in the documentation. - sources: - input_geometry: Geometry of interest within the raster for the segmentation. - input_raster: Sentinel-2 rasters used as input for the segmentation. - input_prompts: ExternalReferences to the point and/or bounding box prompts. These - are GeoJSON with coordinates, label (foreground/background) and prompt id (in - case, the raster contains multiple entities that should be segmented in a single - workflow run). - sinks: - segmentation_mask: Output segmentation masks. - - -``` \ No newline at end of file diff --git a/docs/source/docfiles/markdown/workflow_yaml/ml/spectral_extension.md b/docs/source/docfiles/markdown/workflow_yaml/ml/spectral_extension.md new file mode 100644 index 00000000..8c01df7e --- /dev/null +++ b/docs/source/docfiles/markdown/workflow_yaml/ml/spectral_extension.md @@ -0,0 +1,135 @@ +# ml/spectral_extension + +Generates high-resolution Sentinel-2 bands by combining UAV and Sentinel-2 data. The workflow will download a user-specified UAV raster, download and resample the corresponding Sentinel-2 raster, and run the spectral extension model to generate 8 Sentinel-2 bands at 0.125m resolution. The input raster should contain three bands (RGB) at 0.125m/px resolution in the range 0-255. + +```{mermaid} + graph TD + inp1>raster] + out1>s2_rasters] + out2>matched_raster] + out3>extended_raster] + tsk1{{ingest_raster}} + tsk2{{s2}} + tsk3{{select}} + tsk4{{match}} + tsk5{{sequence}} + tsk6{{compute_onnx}} + tsk1{{ingest_raster}} -- downloaded/user_input --> tsk2{{s2}} + tsk1{{ingest_raster}} -- downloaded/ref_raster --> tsk4{{match}} + tsk1{{ingest_raster}} -- downloaded/rasters1 --> tsk5{{sequence}} + tsk2{{s2}} -- raster/rasters --> tsk3{{select}} + tsk3{{select}} -- sequence/raster --> tsk4{{match}} + tsk4{{match}} -- output_raster/rasters2 --> tsk5{{sequence}} + tsk5{{sequence}} -- sequence/input_raster --> tsk6{{compute_onnx}} + inp1>raster] -- input_ref --> tsk1{{ingest_raster}} + tsk2{{s2}} -- raster --> out1>s2_rasters] + tsk4{{match}} -- output_raster --> out2>matched_raster] + tsk6{{compute_onnx}} -- output_raster --> out3>extended_raster] +``` + +## Sources + +- **raster**: The UAV input raster with three bands (red, green, blue, in this order) at 0.125m resolution. + +## Sinks + +- **s2_rasters**: The original Sentinel-2 raster used in the spectral extension. + +- **matched_raster**: Sentinel-2 data resampled to the UAV raster's grid (low-resolution). + +- **extended_raster**: The generated raster, containing 8 of the 12 Sentinel-2 bands. + +## Parameters + +- **resampling**: Resampling to use when reprojecting the Sentinel-2 data into the UAV raster's grid. + +## Tasks + +- **ingest_raster**: Downloads the raster from the input reference's url. + +- **s2**: Downloads and preprocesses Sentinel-2 imagery that covers the input geometry and time range. + +- **select**: Selects "num" entries from a Raster list so that the output sequence has a fixed length. + +- **match**: Resamples the input `raster` to match the grid of `ref_raster`. + +- **sequence**: Create a raster sequence from two lists of rasters. + +- **compute_onnx**: Processes a sequence of rasters with an ONNX model. + +## Workflow Yaml + +```yaml + +name: spectral_extension +sources: + raster: + - ingest_raster.input_ref +sinks: + s2_rasters: s2.raster + matched_raster: match.output_raster + extended_raster: compute_onnx.output_raster +parameters: + resampling: nearest +tasks: + ingest_raster: + op: download_raster_from_ref + op_dir: download_from_ref + s2: + workflow: data_ingestion/sentinel2/preprocess_s2 + select: + op: select_sequence_from_list + op_dir: select_sequence + parameters: + num: 1 + criterion: first + match: + op: match_raster_to_ref + parameters: + resampling: '@from(resampling)' + sequence: + op: create_raster_sequence + compute_onnx: + op: compute_onnx_from_sequence + op_dir: compute_onnx + parameters: + model_file: /opt/terravibes/ops/resources/spectral_extension_model/spectral_extension.onnx + nodata: 0 +edges: +- origin: ingest_raster.downloaded + destination: + - s2.user_input + - match.ref_raster + - sequence.rasters1 +- origin: s2.raster + destination: + - select.rasters +- origin: select.sequence + destination: + - match.raster +- origin: match.output_raster + destination: + - sequence.rasters2 +- origin: sequence.sequence + destination: + - compute_onnx.input_raster +description: + short_description: Generates high-resolution Sentinel-2 bands by combining UAV and + Sentinel-2 data. + long_description: The workflow will download a user-specified UAV raster, download + and resample the corresponding Sentinel-2 raster, and run the spectral extension + model to generate 8 Sentinel-2 bands at 0.125m resolution. The input raster should + contain three bands (RGB) at 0.125m/px resolution in the range 0-255. + sources: + raster: The UAV input raster with three bands (red, green, blue, in this order) + at 0.125m resolution. + sinks: + s2_rasters: The original Sentinel-2 raster used in the spectral extension. + matched_raster: Sentinel-2 data resampled to the UAV raster's grid (low-resolution). + extended_raster: The generated raster, containing 8 of the 12 Sentinel-2 bands. + parameters: + resampling: Resampling to use when reprojecting the Sentinel-2 data into the UAV + raster's grid. + + +``` \ No newline at end of file diff --git a/notebooks/admag/azure_data_manager_for_agriculture_and_comet_farm_api_example.ipynb b/notebooks/admag/azure_data_manager_for_agriculture_and_comet_farm_api_example.ipynb index e20c3428..4352116d 100644 --- a/notebooks/admag/azure_data_manager_for_agriculture_and_comet_farm_api_example.ipynb +++ b/notebooks/admag/azure_data_manager_for_agriculture_and_comet_farm_api_example.ipynb @@ -31,6 +31,7 @@ }, { "cell_type": "markdown", + "id": "7fb27b941602401d91542211134fc71a", "metadata": {}, "source": [ "### Micromamba environment setup\n", @@ -98,7 +99,7 @@ "SCENARIO_IDS = []\n", "# A list of baseline seasonal field ids from ADMAg\n", "BASELINE_IDS = []\n", - "# COMET Registered Email. Visit the site https://comet-farm.com/ to \n", + "# COMET Registered Email. Visit the site https://comet-farm.com/ to\n", "# check how to get registered emails.\n", "COMET_REGISTERED_EMAIL = \"\"\n", "# NGROK Authorization token. Check ngrok website to check how to obtain\n", @@ -543,7 +544,7 @@ " CARBON_WORKFLOW,\n", " \"Carbon what-if scenario\",\n", " input_data={\n", - " \"baseline_admag_input\": baseline_admag_inputs, \n", + " \"baseline_admag_input\": baseline_admag_inputs,\n", " \"scenario_admag_input\": scenario_admag_inputs, # type: ignore\n", " },\n", " parameters={\n", diff --git a/notebooks/admag/azure_data_manager_for_agriculture_example.ipynb b/notebooks/admag/azure_data_manager_for_agriculture_example.ipynb index be50e40f..f2782df2 100644 --- a/notebooks/admag/azure_data_manager_for_agriculture_example.ipynb +++ b/notebooks/admag/azure_data_manager_for_agriculture_example.ipynb @@ -13,6 +13,7 @@ }, { "cell_type": "markdown", + "id": "7fb27b941602401d91542211134fc71a", "metadata": {}, "source": [ "### Micromamba environment setup\n", @@ -42,11 +43,11 @@ "metadata": {}, "outputs": [], "source": [ - "import yaml\n", - "import pandas as pd\n", - "from datetime import datetime\n", "from pprint import pprint\n", "\n", + "import pandas as pd\n", + "import yaml\n", + "\n", "from vibe_core.client import get_default_vibe_client\n", "from vibe_core.data import ADMAgSeasonalFieldInput" ] diff --git a/notebooks/carbon/whatif.ipynb b/notebooks/carbon/whatif.ipynb index eee5b640..35abb853 100644 --- a/notebooks/carbon/whatif.ipynb +++ b/notebooks/carbon/whatif.ipynb @@ -39,15 +39,14 @@ "source": [ "import json\n", "from datetime import datetime\n", - "from typing import Dict, Any\n", + "from typing import Any, Dict\n", "\n", "from vibe_core.data import (\n", - " ADMAgSeasonalFieldInput,\n", - " SeasonalFieldInformation,\n", + " FertilizerInformation,\n", " HarvestInformation,\n", - " TillageInformation,\n", " OrganicAmendmentInformation,\n", - " FertilizerInformation\n", + " SeasonalFieldInformation,\n", + " TillageInformation,\n", ")" ] }, @@ -190,11 +189,8 @@ "metadata": {}, "outputs": [], "source": [ - "import os\n", - "from datetime import datetime, timezone\n", "\n", - "from vibe_core.datamodel import RunStatus\n", - "from vibe_core.client import FarmvibesAiClient, get_default_vibe_client, get_local_service_url" + "from vibe_core.client import FarmvibesAiClient, get_default_vibe_client" ] }, { diff --git a/notebooks/crop_cycles/crop_cycles.ipynb b/notebooks/crop_cycles/crop_cycles.ipynb index e46d9fe5..78357eac 100644 --- a/notebooks/crop_cycles/crop_cycles.ipynb +++ b/notebooks/crop_cycles/crop_cycles.ipynb @@ -46,7 +46,6 @@ "import matplotlib\n", "import matplotlib.patches as mpatches\n", "import matplotlib.pyplot as plt\n", - "import numpy as np\n", "import rioxarray as rio\n", "import tensorflow as tf\n", "import tf2onnx\n", diff --git a/notebooks/crop_segmentation/01_dataset_generation.ipynb b/notebooks/crop_segmentation/01_dataset_generation.ipynb index 5d1bd2c6..2d17ab8d 100644 --- a/notebooks/crop_segmentation/01_dataset_generation.ipynb +++ b/notebooks/crop_segmentation/01_dataset_generation.ipynb @@ -45,6 +45,7 @@ "source": [ "# Utility imports\n", "from datetime import datetime\n", + "\n", "from shapely import wkt\n", "\n", "# FarmVibes.AI imports\n", @@ -75,7 +76,7 @@ "input_geometry_path = \"./input_region.wkt\"\n", "time_range = (datetime(2020, 1, 1), datetime(2020, 12, 31))\n", "\n", - "# Reading the geometry file \n", + "# Reading the geometry file\n", "with open(input_geometry_path) as f:\n", " geometry = wkt.load(f)" ] diff --git a/notebooks/crop_segmentation/02_visualize_dataset.ipynb b/notebooks/crop_segmentation/02_visualize_dataset.ipynb index 14f59980..6920e54f 100644 --- a/notebooks/crop_segmentation/02_visualize_dataset.ipynb +++ b/notebooks/crop_segmentation/02_visualize_dataset.ipynb @@ -31,27 +31,24 @@ "outputs": [], "source": [ "# Utility imports\n", + "import json\n", "from datetime import datetime\n", - "import sys\n", - "from shapely import wkt\n", + "\n", "import geopandas as gpd\n", "import matplotlib.pyplot as plt\n", - "from matplotlib.colors import ListedColormap\n", "import numpy as np\n", "import rasterio\n", - "from rasterio.warp import reproject \n", - "from rasterio.mask import mask\n", "import yaml\n", - "import json\n", + "from matplotlib.colors import ListedColormap\n", + "from notebook_lib.constants import CROP_INDICES\n", + "from rasterio.mask import mask\n", + "from rasterio.warp import reproject\n", + "from shapely import wkt\n", "\n", "# FarmVibes.AI imports\n", "from vibe_core.client import get_default_vibe_client\n", - "from notebook_lib.constants import CROP_INDICES\n", - "\n", - "# Add shared notebook library to path\n", - "sys.path.append(\"../\")\n", - "from shared_nb_lib.raster import read_raster, s2_to_img, spaceeye_to_img\n", - "from shared_nb_lib.plot import transparent_cmap, lw_plot" + "from vibe_notebook.plot import lw_plot, transparent_cmap\n", + "from vibe_notebook.raster import read_raster, s2_to_img, spaceeye_to_img" ] }, { @@ -74,7 +71,7 @@ "input_geometry_path = \"./input_region.wkt\"\n", "time_range = (datetime(2020, 1, 1), datetime(2020, 12, 31))\n", "\n", - "# Reading the geometry file \n", + "# Reading the geometry file\n", "with open(input_geometry_path) as f:\n", " geometry = wkt.load(f)\n", "\n", @@ -82,7 +79,9 @@ "with open(\"wf_viz_crop_seg.yaml\") as f:\n", " wf_dict = yaml.safe_load(f)\n", "\n", - "wf_run = client.run(wf_dict, \"Crop Segmentation Workflow Visualization\", geometry=geometry, time_range=time_range)\n", + "wf_run = client.run(\n", + " wf_dict, \"Crop Segmentation Workflow Visualization\", geometry=geometry, time_range=time_range\n", + ")\n", "wf_run.monitor()" ] }, @@ -129,7 +128,7 @@ "outputs": [], "source": [ "select_idx = 20\n", - "select_idx = min(max(0, select_idx), len(s2_rasters)-1)" + "select_idx = min(max(0, select_idx), len(s2_rasters) - 1)" ] }, { @@ -162,7 +161,12 @@ "metadata": {}, "outputs": [], "source": [ - "cloud_mask = [m for m in s2_masks if m.time_range[0].day == s2.time_range[0].day and m.time_range[0].month == s2.time_range[0].month][0]\n", + "cloud_mask = [\n", + " m\n", + " for m in s2_masks\n", + " if m.time_range[0].day == s2.time_range[0].day\n", + " and m.time_range[0].month == s2.time_range[0].month\n", + "][0]\n", "\n", "cloud_ar = read_raster(cloud_mask, geometry)[0]\n", "cloud_ar[cloud_ar == 100] = 0\n", @@ -172,8 +176,7 @@ "plt.imshow(cloud_ar[0], cmap=transparent_cmap(plt.cm.viridis))\n", "plt.title(f\"Mask: {cloud_mask.time_range[0].strftime('%Y-%m-%d')}\")\n", "plt.axis(\"off\")\n", - "lw_plot()\n", - "\n" + "lw_plot()" ] }, { @@ -189,7 +192,12 @@ "metadata": {}, "outputs": [], "source": [ - "spaceeye = [se for se in se_rasters if se.time_range[0].day == s2.time_range[0].day and se.time_range[0].month == s2.time_range[0].month][0]\n", + "spaceeye = [\n", + " se\n", + " for se in se_rasters\n", + " if se.time_range[0].day == s2.time_range[0].day\n", + " and se.time_range[0].month == s2.time_range[0].month\n", + "][0]\n", "\n", "se_ar = read_raster(spaceeye, geometry)[0]\n", "\n", @@ -231,7 +239,7 @@ "plt.title(\"SpaceEye image\")\n", "plt.axis(\"off\")\n", "\n", - "lw_plot() " + "lw_plot()" ] }, { @@ -248,8 +256,8 @@ "outputs": [], "source": [ "n_imgs_to_show = 5\n", - "top_idx = min(select_idx + n_imgs_to_show, len(s2_rasters)-1)\n", - " \n", + "top_idx = min(select_idx + n_imgs_to_show, len(s2_rasters) - 1)\n", + "\n", "for s2 in s2_rasters[select_idx:top_idx]:\n", " plt.figure(figsize=(15, 8))\n", " se_raster = sorted(se_rasters, key=lambda x: abs(s2.time_range[0] - x.time_range[0]))[0]\n", @@ -277,7 +285,12 @@ "metadata": {}, "outputs": [], "source": [ - "ndvi = [nd for nd in ndvi_rasters if nd.time_range[0].day == spaceeye.time_range[0].day and nd.time_range[0].month == spaceeye.time_range[0].month][0]\n", + "ndvi = [\n", + " nd\n", + " for nd in ndvi_rasters\n", + " if nd.time_range[0].day == spaceeye.time_range[0].day\n", + " and nd.time_range[0].month == spaceeye.time_range[0].month\n", + "][0]\n", "with rasterio.open(ndvi.raster_asset.url) as src:\n", " ndvi_ar = src.read()\n", "\n", @@ -289,7 +302,7 @@ "plt.axis(\"off\")\n", "\n", "plt.subplot(1, 2, 2)\n", - "plt.imshow(ndvi_ar[0,:,:],vmin=0,vmax=1)\n", + "plt.imshow(ndvi_ar[0, :, :], vmin=0, vmax=1)\n", "plt.title(\"NDVI\")\n", "plt.colorbar()\n", "plt.axis(\"off\")\n", @@ -337,14 +350,14 @@ "\n", "plt.figure(figsize=(15, 8))\n", "plt.subplot(1, 2, 1)\n", - "plt.imshow(cdl_ar[0,:,:], cmap=colormap)\n", + "plt.imshow(cdl_ar[0, :, :], cmap=colormap)\n", "plt.title(\"CDL Map\")\n", "plt.axis(\"off\")\n", "\n", "\n", "binary_cdl = np.isin(cdl_ar, CROP_INDICES)\n", "plt.subplot(1, 2, 2)\n", - "plt.imshow(binary_cdl[0,:,:])\n", + "plt.imshow(binary_cdl[0, :, :])\n", "plt.title(\"Binary Crop Map\")\n", "plt.axis(\"off\")\n", "lw_plot()" diff --git a/notebooks/crop_segmentation/03_aml_training.ipynb b/notebooks/crop_segmentation/03_aml_training.ipynb index 30b59eaf..30ff29cd 100644 --- a/notebooks/crop_segmentation/03_aml_training.ipynb +++ b/notebooks/crop_segmentation/03_aml_training.ipynb @@ -87,9 +87,10 @@ "metadata": {}, "outputs": [], "source": [ + "import os\n", "from datetime import datetime\n", - "from shapely import wkt\n", - "import os" + "\n", + "from shapely import wkt" ] }, { @@ -115,11 +116,12 @@ ], "source": [ "# FarmVibes.AI client\n", - "from vibe_core.client import get_default_vibe_client\n", + "import notebook_lib.constants as constants\n", "\n", "# notebook_lib imports\n", "from notebook_lib.modules import CropSegDataModule, save_chips_locally\n", - "import notebook_lib.constants as constants\n", + "\n", + "from vibe_core.client import get_default_vibe_client\n", "\n", "# Dataset constants\n", "CHIP_SIZE = 256\n", @@ -142,17 +144,12 @@ "metadata": {}, "outputs": [], "source": [ - "# AML imports\n", - "from azure.identity import DefaultAzureCredential, InteractiveBrowserCredential\n", - "from azure.ai.ml import MLClient\n", - "from azure.ai.ml.entities import AmlCompute, Environment, Data, Model\n", + "import onnx\n", + "from azure.ai.ml import Input, MLClient, Output, command\n", "from azure.ai.ml.constants import AssetTypes, InputOutputModes\n", - "from azure.ai.ml import command, Input, Output\n", + "from azure.ai.ml.entities import AmlCompute, Data, Environment, Model\n", "from azure.core.exceptions import ResourceNotFoundError\n", - "\n", - "# ONNX package for inference\n", - "import onnx\n", - "\n", + "from azure.identity import DefaultAzureCredential, InteractiveBrowserCredential\n", "\n", "# AML constants\n", "AML_ROOT_DIR = \"./aml\"\n", @@ -161,29 +158,23 @@ "AML_CODE_DIR = \"./notebook_lib\"\n", "\n", "# AML Compute Instance name and VM Size (will reuse if CI with name exists)\n", - "AML_COMPUTE_INFO = {\n", - " \"name\": \"crop-seg-compute\",\n", - " \"size\": \"Standard_NC6\"\n", - "}\n", + "AML_COMPUTE_INFO = {\"name\": \"crop-seg-compute\", \"size\": \"Standard_NC6\"}\n", "\n", "# AML Environment name and path to the conda yaml file\n", - "AML_ENV_INFO = {\n", - " \"name\": \"crop-seg-env\",\n", - " \"path\": os.path.join(AML_ROOT_DIR, \"aml_env.yaml\")\n", - "}\n", + "AML_ENV_INFO = {\"name\": \"crop-seg-env\", \"path\": os.path.join(AML_ROOT_DIR, \"aml_env.yaml\")}\n", "\n", "# AML Chip dataset name, version, and description\n", "AML_DATASET_INFO = {\n", " \"name\": \"dataset_crop_seg\",\n", " \"version\": \"1\",\n", - " \"description\": \"Crop Segmentation Dataset\"\n", + " \"description\": \"Crop Segmentation Dataset\",\n", "}\n", "\n", "# Registration name and version of model that will be trained and stored in AML\n", "AML_MODEL_INFO = {\n", " \"name\": \"crop_seg_model\",\n", " \"version\": \"1\",\n", - " \"aml_root_path\": \"azureml://datastores/workspaceblobstore/paths/\"\n", + " \"aml_root_path\": \"azureml://datastores/workspaceblobstore/paths/\",\n", "}\n", "\n", "# Training hyperparameters\n", @@ -192,7 +183,7 @@ "MAX_EPOCHS = 10 # How many epochs to train for in AML\n", "\n", "# Change the number of workers depending on the available shared memory\n", - "NUM_WORKERS = 4 \n", + "NUM_WORKERS = 4\n", "SHARED_MEMORY = \"16g\"\n", "NUM_GPUS = 1" ] @@ -250,7 +241,7 @@ "input_geometry_path = \"./input_region.wkt\"\n", "time_range = (datetime(2020, 1, 1), datetime(2020, 12, 31))\n", "\n", - "# Reading the geometry file \n", + "# Reading the geometry file\n", "with open(input_geometry_path) as f:\n", " geometry = wkt.load(f)\n", "\n", @@ -259,11 +250,12 @@ "client = get_default_vibe_client()\n", "\n", "# Run the workflow\n", - "wf_run = client.run(\"ml/dataset_generation/datagen_crop_segmentation\", \n", - " \"Retrieve dataset cached outputs\",\n", - " geometry=geometry, \n", - " time_range=time_range\n", - " )\n", + "wf_run = client.run(\n", + " \"ml/dataset_generation/datagen_crop_segmentation\",\n", + " \"Retrieve dataset cached outputs\",\n", + " geometry=geometry,\n", + " time_range=time_range,\n", + ")\n", "\n", "wf_run.monitor()\n", "\n", @@ -394,7 +386,7 @@ " credential = DefaultAzureCredential()\n", " # Check if given credential can get token successfully.\n", " credential.get_token(\"https://management.azure.com/.default\")\n", - "except Exception as ex:\n", + "except Exception:\n", " # Fall back to InteractiveBrowserCredential in case DefaultAzureCredential not work\n", " # This will open a browser page for\n", " credential = InteractiveBrowserCredential()\n", @@ -405,7 +397,7 @@ " subscription_id=SUBSCRIPTION_ID,\n", " resource_group_name=RESOURCE_GROUP_NAME,\n", " workspace_name=WORKSPACE_NAME,\n", - ")\n" + ")" ] }, { @@ -425,7 +417,7 @@ " path=AML_DATASET_DIR,\n", " type=AssetTypes.URI_FOLDER,\n", " name=AML_DATASET_INFO[\"name\"],\n", - " version=AML_DATASET_INFO[\"version\"]\n", + " version=AML_DATASET_INFO[\"version\"],\n", ")\n", "\n", "ml_client.data.create_or_update(my_data)" @@ -513,7 +505,7 @@ " name=AML_ENV_INFO[\"name\"],\n", " description=\"Custom environment for the crop segmentation pipeline\",\n", " conda_file=AML_ENV_INFO[\"path\"],\n", - " image = \"mcr.microsoft.com/azureml/openmpi4.1.0-cuda11.0.3-cudnn8-ubuntu18.04\"\n", + " image=\"mcr.microsoft.com/azureml/openmpi4.1.0-cuda11.0.3-cudnn8-ubuntu18.04\",\n", ")\n", "pipeline_job_env = ml_client.environments.create_or_update(pipeline_job_env)\n", "\n", @@ -535,23 +527,32 @@ "metadata": {}, "outputs": [], "source": [ - "registered_data_asset = ml_client.data.get(name=AML_DATASET_INFO[\"name\"], version=AML_DATASET_INFO[\"version\"])\n", + "registered_data_asset = ml_client.data.get(\n", + " name=AML_DATASET_INFO[\"name\"], version=AML_DATASET_INFO[\"version\"]\n", + ")\n", "\n", "my_job_inputs = {\n", - " \"dataset\": Input(type=AssetTypes.URI_FOLDER, path=registered_data_asset.id, mode=InputOutputModes.DOWNLOAD),\n", + " \"dataset\": Input(\n", + " type=AssetTypes.URI_FOLDER, path=registered_data_asset.id, mode=InputOutputModes.DOWNLOAD\n", + " ),\n", " \"ndvi_stack_bands\": NDVI_STACK_BANDS,\n", " \"batch_size\": BATCH_SIZE,\n", " \"max_epochs\": MAX_EPOCHS,\n", " \"learning_rate\": LR,\n", " \"weight_decay\": WD,\n", " \"num_workers\": NUM_WORKERS,\n", - " \"num_gpus\": NUM_GPUS\n", + " \"num_gpus\": NUM_GPUS,\n", "}\n", "\n", "my_jobs_outputs = {\n", - " \"onnx_model_path\": Output(type=AssetTypes.URI_FILE, \n", - " path = os.path.join(AML_MODEL_INFO[\"aml_root_path\"], f\"{AML_MODEL_INFO['name']}_{AML_MODEL_INFO['version']}.onnx\"), \n", - " mode = \"upload\")\n", + " \"onnx_model_path\": Output(\n", + " type=AssetTypes.URI_FILE,\n", + " path=os.path.join(\n", + " AML_MODEL_INFO[\"aml_root_path\"],\n", + " f\"{AML_MODEL_INFO['name']}_{AML_MODEL_INFO['version']}.onnx\",\n", + " ),\n", + " mode=\"upload\",\n", + " )\n", "}\n", "\n", "command_str = (\n", @@ -572,11 +573,11 @@ " command=command_str,\n", " inputs=my_job_inputs,\n", " outputs=my_jobs_outputs,\n", - " environment=f\"{AML_ENV_INFO['name']}@latest\" ,\n", + " environment=f\"{AML_ENV_INFO['name']}@latest\",\n", " compute=AML_COMPUTE_INFO[\"name\"],\n", " experiment_name=\"crop_segmentation\",\n", " display_name=\"crop_segmentation\",\n", - " shm_size=SHARED_MEMORY\n", + " shm_size=SHARED_MEMORY,\n", ")\n", "\n", "# submit the command\n", @@ -632,10 +633,10 @@ " name=AML_MODEL_INFO[\"name\"],\n", " version=AML_MODEL_INFO[\"version\"],\n", " description=\"Exported ONNX model for crop segmentation\",\n", - " type=\"custom_model\"\n", + " type=\"custom_model\",\n", ")\n", "\n", - "ml_client.models.create_or_update(run_model) " + "ml_client.models.create_or_update(run_model)" ] }, { @@ -651,7 +652,9 @@ "metadata": {}, "outputs": [], "source": [ - "ml_client.models.download(AML_MODEL_INFO[\"name\"], version=AML_MODEL_INFO[\"version\"], download_path=AML_ROOT_DIR)" + "ml_client.models.download(\n", + " AML_MODEL_INFO[\"name\"], version=AML_MODEL_INFO[\"version\"], download_path=AML_ROOT_DIR\n", + ")" ] }, { @@ -667,10 +670,11 @@ "metadata": {}, "outputs": [], "source": [ - "onnx_output_path = os.path.join(AML_ROOT_DIR, \n", - " AML_MODEL_INFO[\"name\"], \n", - " f\"{AML_MODEL_INFO['name']}_{AML_MODEL_INFO['version']}.onnx\"\n", - " )\n", + "onnx_output_path = os.path.join(\n", + " AML_ROOT_DIR,\n", + " AML_MODEL_INFO[\"name\"],\n", + " f\"{AML_MODEL_INFO['name']}_{AML_MODEL_INFO['version']}.onnx\",\n", + ")\n", "\n", "onnx_model = onnx.load(onnx_output_path)\n", "onnx.checker.check_model(onnx_model)" diff --git a/notebooks/crop_segmentation/03_local_training.ipynb b/notebooks/crop_segmentation/03_local_training.ipynb index 6b945f1c..e42ffd2a 100644 --- a/notebooks/crop_segmentation/03_local_training.ipynb +++ b/notebooks/crop_segmentation/03_local_training.ipynb @@ -64,28 +64,27 @@ ], "source": [ "# Utility imports\n", + "import os\n", "from datetime import datetime\n", - "from shapely import wkt\n", + "\n", "import geopandas as gpd\n", "import matplotlib.pyplot as plt\n", - "import os\n", - "\n", - "# FarmVibes.AI imports\n", - "from vibe_core.client import get_default_vibe_client\n", + "import notebook_lib.constants as constants\n", + "import onnx\n", "\n", "# Pytorch-related imports\n", "import torch\n", - "import torch.nn as nn\n", - "from pytorch_lightning import Trainer\n", - "from pytorch_lightning.callbacks import ModelCheckpoint\n", - "import onnx\n", + "from notebook_lib.models import ModelPlusSigmoid, SegmentationModel\n", + "from notebook_lib.modules import CropSegDataModule\n", "\n", - "# Imports for this example notebook \n", + "# Imports for this example notebook\n", "from notebook_lib.utils import bbox_to_shapely, format_timestamp\n", - "from notebook_lib.modules import CropSegDataModule\n", - "from notebook_lib.models import SegmentationModel, ModelPlusSigmoid\n", - "import notebook_lib.constants as constants\n", + "from pytorch_lightning import Trainer\n", + "from pytorch_lightning.callbacks import ModelCheckpoint\n", + "from shapely import wkt\n", "\n", + "# FarmVibes.AI imports\n", + "from vibe_core.client import get_default_vibe_client\n", "\n", "##### CONSTANTS\n", "# Dataloader / Model parameters\n", @@ -101,7 +100,7 @@ "BATCH_SIZE = 16\n", "NDVI_STACK_BANDS = 37\n", "NUM_WORKERS = 1 # Change this depending on available memory and number of cores\n", - "VAL_RATIO = 0.3 # Ratio of the validation subset of the input region \n", + "VAL_RATIO = 0.3 # Ratio of the validation subset of the input region\n", "\n", "# Training hyperparameters\n", "LR = 1e-3 # Learning rate\n", @@ -162,7 +161,7 @@ "input_geometry_path = \"./input_region.wkt\"\n", "time_range = (datetime(2020, 1, 1), datetime(2020, 12, 31))\n", "\n", - "# Reading the geometry file \n", + "# Reading the geometry file\n", "with open(input_geometry_path) as f:\n", " geometry = wkt.load(f)\n", "\n", @@ -171,9 +170,9 @@ "client = get_default_vibe_client()\n", "\n", "# Run the workflow\n", - "wf_run = client.run(\"ml/dataset_generation/datagen_crop_segmentation\", \n", + "wf_run = client.run(\"ml/dataset_generation/datagen_crop_segmentation\",\n", " \"Retrieve dataset cached outputs\",\n", - " geometry=geometry, \n", + " geometry=geometry,\n", " time_range=time_range\n", " )\n", "\n", @@ -327,8 +326,8 @@ } ], "source": [ - "model = SegmentationModel(lr=LR, \n", - " weight_decay=WD, \n", + "model = SegmentationModel(lr=LR,\n", + " weight_decay=WD,\n", " in_channels=NDVI_STACK_BANDS,\n", " num_epochs=MAX_EPOCHS,\n", " classes=1,\n", @@ -714,14 +713,14 @@ "outputs": [], "source": [ "# Set model to inference mode before exporting to ONNX\n", - "trace_model = ModelPlusSigmoid(model).eval() \n", + "trace_model = ModelPlusSigmoid(model).eval()\n", "\n", "dummy_input = torch.randn(BATCH_SIZE, NDVI_STACK_BANDS, CHIP_SIZE, CHIP_SIZE)\n", "\n", "onnx_output_path = os.path.join(ROOT_DIR, \"crop_segmentation_model.onnx\")\n", "\n", "# Export the model\n", - "torch.onnx.export(trace_model, \n", + "torch.onnx.export(trace_model,\n", " dummy_input, # model example input\n", " onnx_output_path, # where to save the model (can be a file or file-like object)\n", " export_params=True, # store the trained parameter weights inside the model file\n", @@ -729,7 +728,7 @@ " input_names=['ndvi_stack'], # the model's input names\n", " output_names=['seg_map'], # the model's output names\n", " dynamic_axes={'ndvi_stack' : {0 : 'batch_size'}, # variable length axes\n", - " 'seg_map' : {0 : 'batch_size'}}) " + " 'seg_map' : {0 : 'batch_size'}})" ] }, { diff --git a/notebooks/crop_segmentation/04_inference.ipynb b/notebooks/crop_segmentation/04_inference.ipynb index 1e7afbcf..ca170981 100644 --- a/notebooks/crop_segmentation/04_inference.ipynb +++ b/notebooks/crop_segmentation/04_inference.ipynb @@ -64,9 +64,10 @@ "outputs": [], "source": [ "from datetime import datetime\n", - "from shapely import wkt\n", + "\n", + "import matplotlib.pyplot as plt\n", "import rasterio\n", - "import matplotlib.pyplot as plt" + "from shapely import wkt" ] }, { @@ -91,8 +92,9 @@ } ], "source": [ - "from notebook_lib.modules import CropSegDataModule\n", "import notebook_lib.constants as constants\n", + "from notebook_lib.modules import CropSegDataModule\n", + "\n", "from vibe_core.client import get_default_vibe_client\n", "\n", "#Ratio between training and validation split of the input region\n", @@ -120,7 +122,7 @@ "input_geometry_path = \"./input_region.wkt\"\n", "time_range = (datetime(2020, 1, 1), datetime(2020, 12, 31))\n", "\n", - "# Reading the geometry file \n", + "# Reading the geometry file\n", "with open(input_geometry_path) as f:\n", " geometry = wkt.load(f)" ] @@ -542,9 +544,9 @@ ], "source": [ "# Run the workflow to retrieve cached results\n", - "wf_run = client.run(\"ml/dataset_generation/datagen_crop_segmentation\", \n", + "wf_run = client.run(\"ml/dataset_generation/datagen_crop_segmentation\",\n", " \"Retrieve dataset cached outputs\",\n", - " geometry=geometry, \n", + " geometry=geometry,\n", " time_range=time_range\n", " )\n", "\n", diff --git a/notebooks/crop_segmentation/crop_env.yaml b/notebooks/crop_segmentation/crop_env.yaml index 7b57b58a..d5085b39 100644 --- a/notebooks/crop_segmentation/crop_env.yaml +++ b/notebooks/crop_segmentation/crop_env.yaml @@ -28,3 +28,4 @@ dependencies: - azure-ai-ml - azure-identity - ../../src/vibe_core + - ../../src/vibe_notebook \ No newline at end of file diff --git a/notebooks/env.yaml b/notebooks/env.yaml index 6fc0228d..345ca6e4 100644 --- a/notebooks/env.yaml +++ b/notebooks/env.yaml @@ -4,6 +4,7 @@ channels: - defaults dependencies: - python==3.8.* + - cartopy~=0.21.0 - geopandas~=0.11.1 - ipython~=8.5.0 - ipywidgets~=8.0.2 @@ -19,5 +20,5 @@ dependencies: - scikit-image~=0.20.0 - pip: - ../src/vibe_core - - cartopy~=0.21.0 + - ../src/vibe_notebook - xarray~=2022.10.0 diff --git a/notebooks/forest/download_alos_forest_map.ipynb b/notebooks/forest/download_alos_forest_map.ipynb index b5834c38..687cd8c7 100644 --- a/notebooks/forest/download_alos_forest_map.ipynb +++ b/notebooks/forest/download_alos_forest_map.ipynb @@ -1,497 +1,496 @@ { - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Download ALOS Forest Extent Dataset\n", - "In this notebook, we download an [ALOS Forest Extent](https://planetarycomputer.microsoft.com/dataset/alos-fnf-mosaic) map using FarmVibes.AI, and visualize it.\n", - "\n", - "The ALOS PALSAR/PALSAR-2 Annual Mosaic is a dataset that provides annual observations of forest extent produced by JAXA's ALOS and ALOS-2 satellites. The dataset spans from 2015 to 2020 and covers the whole globe. Each dataset (provided as Rasters) contains the following categories:\n", - "```txt\n", - "0 - No data\n", - "1 - Forest (>90% canopy cover)\n", - "2 - Forest (10-90% canopy cover)\n", - "3 - Non-forest\n", - "4 - Water\n", - "```\n", - "\n", - "The download process involves the following steps:\n", - "1. Listing of the products that intersect with the user-provided geometry and time range.\n", - "2. Downloading each raster listed in the previous step.\n", - "\n", - "The output is provided as the categorical rasters listed in step 1.\n", - "\n", - "NOTE: To install the required packages used in this notebook, see [this README file](../README.md)." - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "from vibe_core.client import get_default_vibe_client" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Create Vibe client and document the ALOS download workflow\n", - "\n", - "Before executing the [workflow](https://microsoft.github.io/farmvibes-ai/docfiles/markdown/WORKFLOWS.html), let's observe its documentation using a FarmVibes.AI python client." - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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    Downloads Advanced Land Observing Satellite (ALOS) forest/non-forest classification map and     \n",
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    - user_input (vibe_core.data.core_types.DataVibe): Geometry of interest for which to download   \n",
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    - merged_raster (vibe_core.data.rasters.Raster): ALOS forest/non-forest classification products \n",
-                            "    converted to raster and merged.                                                                 \n",
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    - categorical_raster (vibe_core.data.rasters.CategoricalRaster): ALOS forest/non-forest         \n",
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    - pc_key (default: ): Planetary computer API key.                                               \n",
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    - alos_forest_extent_download: Downloads Advanced Land Observing Satellite (ALOS)               \n",
-                            "    forest/non-forest classification map.                                                           \n",
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    - group_rasters_by_time: This op groups rasters in time according to 'criterion'.               \n",
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    - merge: Merges rasters in a sequence to a single raster.                                       \n",
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\n" - ], - "text/plain": [ - " - \u001b[1mmerge\u001b[0m: Merges rasters in a sequence to a single raster. \n" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "client = get_default_vibe_client()\n", - "\n", - "WORKFLOW_NAME = \"data_ingestion/alos/alos_forest_extent_download_merge\"\n", - "client.document_workflow(WORKFLOW_NAME)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Define input Geometry and Time Range\n", - "\n", - "Next, we are going to define the geometry of interest and the time range that will be considered to download the ALOS products. The workflow will download all the tiles that intersect with the input." - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "from shapely import geometry as shpg\n", - "from datetime import datetime\n", - "\n", - "# GeoJSON data\n", - "geo_json = {\n", - " \"type\": \"Feature\",\n", - " \"geometry\": {\n", - " \"type\": \"Polygon\",\n", - " \"coordinates\": [\n", - " [\n", - " [-86.773827, 14.575498],\n", - " [-86.770459, 14.579300],\n", - " [-86.764283, 14.575102],\n", - " [-86.769591, 14.567595],\n", - " [-86.773827, 14.575498],\n", - " ]\n", - " ],\n", - " },\n", - " \"properties\": {},\n", - "}\n", - "\n", - "geom = shpg.shape(geo_json[\"geometry\"])\n", - "time_range = (datetime(2020, 1, 1), datetime(2020, 1, 2))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Run FarmVibes.AI Workflow\n", - "\n", - "In this step, the client requests the workflow execution on the FarmVines Cluster. Note that we provide the following inputs to the client.run call:\n", - "\n", - "1. Workflow name. Users can list the existing workflows by calling the command `client.list_workflows()`. They also can refer to the existing [workflow list](https://microsoft.github.io/farmvibes-ai/docfiles/markdown/WORKFLOW_LIST.html).\n", - "2. Workflow execution name: The name we give for this particular workflow execution. \n", - "3. Geometry of interest.\n", - "4. Time range.\n", - "5. Parameters list. Check the [workflow](https://microsoft.github.io/farmvibes-ai/docfiles/markdown/WORKFLOWS.html) documentation page to see how parameters are provided. We used the `pc_key` parameter, which corresponds to the Planetary Computer API key, that is useful to download planetary computer imagery.\n", - "\n", - "Please refer to the [SECRETS documentation](https://microsoft.github.io/farmvibes-ai/docfiles/markdown/SECRETS.html) to learn how a secret can be added to the FarmVibes.AI cluster." - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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-                    "metadata": {},
-                    "output_type": "display_data"
-                }
-            ],
-            "source": [
-                "run = client.run(\n",
-                "    WORKFLOW_NAME,\n",
-                "    \"Download ALOS Forest Map\",\n",
-                "    geometry=geom,\n",
-                "    time_range=time_range,\n",
-                "    parameters={\"pc_key\": \"@SECRET(eywa-secrets, pc-sub-key)\"},\n",
-                ")\n",
-                "run.monitor()"
-            ]
-        },
-        {
-            "cell_type": "markdown",
-            "metadata": {},
-            "source": [
-                "### Read the output data\n",
-                "\n",
-                "In the next cell, we adopt the user-provided geometry to read the output raster and create some buffer around it."
-            ]
-        },
-        {
-            "cell_type": "code",
-            "execution_count": 5,
-            "metadata": {},
-            "outputs": [],
-            "source": [
-                "# Add shared notebook library to path\n",
-                "import sys\n",
-                "from vibe_core.data import CategoricalRaster, Raster\n",
-                "from shapely.geometry import box\n",
-                "from typing import cast\n",
-                "\n",
-                "sys.path.append(\"../\")\n",
-                "from shared_nb_lib.raster import read_raster\n",
-                "from shared_nb_lib.plot import plot_categorical_map\n",
-                "\n",
-                "# Define your geometry\n",
-                "bounding_box = box(*geom.buffer(0.01).bounds)\n",
-                "\n",
-                "# Get the bounds of the geometry\n",
-                "minx, miny, maxx, maxy = bounding_box.bounds\n",
-                "\n",
-                "merged_raster = cast(Raster, run.output[\"merged_raster\"][0])\n",
-                "categories = cast(CategoricalRaster, run.output[\"categorical_raster\"][0]).categories\n",
-                "\n",
-                "out_image = read_raster(merged_raster, bounding_box)[0]"
-            ]
-        },
-        {
-            "cell_type": "markdown",
-            "metadata": {},
-            "source": [
-                "### Plot the result map\n",
-                "\n",
-                "Finally, we plot the raster image with the existing categories and the user-provided geometry (red area within the plot)."
-            ]
-        },
-        {
-            "cell_type": "code",
-            "execution_count": 6,
-            "metadata": {},
-            "outputs": [
-                {
-                    "data": {
-                        "image/png": 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",
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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "color_dict = {\n", - " 0: \"black\",\n", - " 1: \"darkgreen\",\n", - " 2: \"lightgreen\",\n", - " 3: \"gray\",\n", - " 4: \"blue\",\n", - "}\n", - "\n", - "plot_categorical_map(\n", - " out_image[0],\n", - " color_dict,\n", - " categories,\n", - " geom.exterior.xy,\n", - " extent=[minx, maxx, miny, maxy],\n", - " title=\"ALOS Forest Map\",\n", - ")" - ] - } - ], - "metadata": { - "description": "This notebook downloads the ALOS (Advanced Land Observing Satellite) forest extent maps", - "disk_space": "", - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.8.15" - }, - "name": "Download ALOS forest extent maps", - "running_time": "", - "tags": [ - "Remote Sensing", - "Deforestation", - "Sustainability" - ] + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Download ALOS Forest Extent Dataset\n", + "In this notebook, we download an [ALOS Forest Extent](https://planetarycomputer.microsoft.com/dataset/alos-fnf-mosaic) map using FarmVibes.AI, and visualize it.\n", + "\n", + "The ALOS PALSAR/PALSAR-2 Annual Mosaic is a dataset that provides annual observations of forest extent produced by JAXA's ALOS and ALOS-2 satellites. The dataset spans from 2015 to 2020 and covers the whole globe. Each dataset (provided as Rasters) contains the following categories:\n", + "```txt\n", + "0 - No data\n", + "1 - Forest (>90% canopy cover)\n", + "2 - Forest (10-90% canopy cover)\n", + "3 - Non-forest\n", + "4 - Water\n", + "```\n", + "\n", + "The download process involves the following steps:\n", + "1. Listing of the products that intersect with the user-provided geometry and time range.\n", + "2. Downloading each raster listed in the previous step.\n", + "\n", + "The output is provided as the categorical rasters listed in step 1.\n", + "\n", + "NOTE: To install the required packages used in this notebook, see [this README file](../README.md)." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "from vibe_core.client import get_default_vibe_client" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Create Vibe client and document the ALOS download workflow\n", + "\n", + "Before executing the [workflow](https://microsoft.github.io/farmvibes-ai/docfiles/markdown/WORKFLOWS.html), let's observe its documentation using a FarmVibes.AI python client." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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+      "text/html": [
+       "
Workflow: data_ingestion/alos/alos_forest_extent_download_merge\n",
+       "
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+       "Description:\n",
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    Downloads Advanced Land Observing Satellite (ALOS) forest/non-forest classification map and     \n",
+       "    merges it into a single raster. The workflow lists the ALOS forest/non-forest classification    \n",
+       "    products that intersect with the input geometry and time range (available range 2015-2020), and \n",
+       "    downloads the filtered products. The workflow processes the downloaded products and merge them  \n",
+       "    into a single raster.                                                                           \n",
+       "
\n" + ], + "text/plain": [ + " Downloads Advanced Land Observing Satellite (ALOS) forest/non-forest classification map and \n", + " merges it into a single raster. The workflow lists the ALOS forest/non-forest classification \n", + " products that intersect with the input geometry and time range (available range 2015-2020), and \n", + " downloads the filtered products. The workflow processes the downloaded products and merge them \n", + " into a single raster. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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    - user_input (vibe_core.data.core_types.DataVibe): Geometry of interest for which to download   \n",
+       "    the ALOS forest/non-forest classification map.                                                  \n",
+       "
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    - merged_raster (vibe_core.data.rasters.Raster): ALOS forest/non-forest classification products \n",
+       "    converted to raster and merged.                                                                 \n",
+       "
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    - categorical_raster (vibe_core.data.rasters.CategoricalRaster): ALOS forest/non-forest         \n",
+       "    classification products that intersect with the input geometry & time range.                    \n",
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+       "Parameters:\n",
+       "
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    - pc_key (default: ): Planetary computer API key.                                               \n",
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+       "Tasks:\n",
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    - alos_forest_extent_download: Downloads Advanced Land Observing Satellite (ALOS)               \n",
+       "    forest/non-forest classification map.                                                           \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1malos_forest_extent_download\u001b[0m: Downloads Advanced Land Observing Satellite (ALOS) \n", + " forest/non-forest classification map. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - group_rasters_by_time: This op groups rasters in time according to 'criterion'.               \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mgroup_rasters_by_time\u001b[0m: This op groups rasters in time according to 'criterion'. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - merge: Merges rasters in a sequence to a single raster.                                       \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mmerge\u001b[0m: Merges rasters in a sequence to a single raster. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "client = get_default_vibe_client()\n", + "\n", + "WORKFLOW_NAME = \"data_ingestion/alos/alos_forest_extent_download_merge\"\n", + "client.document_workflow(WORKFLOW_NAME)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Define input Geometry and Time Range\n", + "\n", + "Next, we are going to define the geometry of interest and the time range that will be considered to download the ALOS products. The workflow will download all the tiles that intersect with the input." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "from datetime import datetime\n", + "\n", + "from shapely import geometry as shpg\n", + "\n", + "# GeoJSON data\n", + "geo_json = {\n", + " \"type\": \"Feature\",\n", + " \"geometry\": {\n", + " \"type\": \"Polygon\",\n", + " \"coordinates\": [\n", + " [\n", + " [-86.773827, 14.575498],\n", + " [-86.770459, 14.579300],\n", + " [-86.764283, 14.575102],\n", + " [-86.769591, 14.567595],\n", + " [-86.773827, 14.575498],\n", + " ]\n", + " ],\n", + " },\n", + " \"properties\": {},\n", + "}\n", + "\n", + "geom = shpg.shape(geo_json[\"geometry\"])\n", + "time_range = (datetime(2020, 1, 1), datetime(2020, 1, 2))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Run FarmVibes.AI Workflow\n", + "\n", + "In this step, the client requests the workflow execution on the FarmVines Cluster. Note that we provide the following inputs to the client.run call:\n", + "\n", + "1. Workflow name. Users can list the existing workflows by calling the command `client.list_workflows()`. They also can refer to the existing [workflow list](https://microsoft.github.io/farmvibes-ai/docfiles/markdown/WORKFLOW_LIST.html).\n", + "2. Workflow execution name: The name we give for this particular workflow execution. \n", + "3. Geometry of interest.\n", + "4. Time range.\n", + "5. Parameters list. Check the [workflow](https://microsoft.github.io/farmvibes-ai/docfiles/markdown/WORKFLOWS.html) documentation page to see how parameters are provided. We used the `pc_key` parameter, which corresponds to the Planetary Computer API key, that is useful to download planetary computer imagery.\n", + "\n", + "Please refer to the [SECRETS documentation](https://microsoft.github.io/farmvibes-ai/docfiles/markdown/SECRETS.html) to learn how a secret can be added to the FarmVibes.AI cluster." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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+      ],
+      "text/plain": []
+     },
+     "metadata": {},
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+     "data": {
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+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Output()"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
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+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "run = client.run(\n",
+    "    WORKFLOW_NAME,\n",
+    "    \"Download ALOS Forest Map\",\n",
+    "    geometry=geom,\n",
+    "    time_range=time_range,\n",
+    "    parameters={\"pc_key\": \"@SECRET(eywa-secrets, pc-sub-key)\"},\n",
+    ")\n",
+    "run.monitor()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Read the output data\n",
+    "\n",
+    "In the next cell, we adopt the user-provided geometry to read the output raster and create some buffer around it."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from typing import cast\n",
+    "\n",
+    "from shapely.geometry import box\n",
+    "\n",
+    "from vibe_core.data import CategoricalRaster, Raster\n",
+    "from vibe_notebook.plot import plot_categorical_map\n",
+    "from vibe_notebook.raster import read_raster\n",
+    "\n",
+    "# Define your geometry\n",
+    "bounding_box = box(*geom.buffer(0.01).bounds)\n",
+    "\n",
+    "# Get the bounds of the geometry\n",
+    "minx, miny, maxx, maxy = bounding_box.bounds\n",
+    "\n",
+    "merged_raster = cast(Raster, run.output[\"merged_raster\"][0])\n",
+    "categories = cast(CategoricalRaster, run.output[\"categorical_raster\"][0]).categories\n",
+    "\n",
+    "out_image = read_raster(merged_raster, bounding_box)[0]"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Plot the result map\n",
+    "\n",
+    "Finally, we plot the raster image with the existing categories and the user-provided geometry (red area within the plot)."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "color_dict = {\n", + " 0: \"black\",\n", + " 1: \"darkgreen\",\n", + " 2: \"lightgreen\",\n", + " 3: \"gray\",\n", + " 4: \"blue\",\n", + "}\n", + "\n", + "plot_categorical_map(\n", + " out_image[0],\n", + " color_dict,\n", + " categories,\n", + " geom.exterior.xy,\n", + " extent=[minx, maxx, miny, maxy],\n", + " title=\"ALOS Forest Map\",\n", + ")" + ] + } + ], + "metadata": { + "description": "This notebook downloads the ALOS (Advanced Land Observing Satellite) forest extent maps", + "disk_space": "", + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.15" + }, + "name": "Download ALOS forest extent maps", + "running_time": "", + "tags": [ + "Remote Sensing", + "Deforestation", + "Sustainability" + ] + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/notebooks/forest/download_glad_forest_map.ipynb b/notebooks/forest/download_glad_forest_map.ipynb index 28bb42d2..c414ba77 100644 --- a/notebooks/forest/download_glad_forest_map.ipynb +++ b/notebooks/forest/download_glad_forest_map.ipynb @@ -1,442 +1,441 @@ { - "cells": [ - { - "cell_type": "markdown", - "id": "3c0a2457", - "metadata": {}, - "source": [ - "# Download GLAD Forest Extent Dataset\n", - "\n", - "Here's a simple example of how to download [GLAD forest extent maps](https://glad.umd.edu/dataset/GLCLUC2020) on FarmVibes. Just like the other FarmVibes.AI notebooks, you can refer to [this README file](README.md) to see how to install the required packages" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "d12f59be", - "metadata": {}, - "outputs": [], - "source": [ - "from vibe_core.client import get_default_vibe_client" - ] - }, - { - "cell_type": "markdown", - "id": "10cf50ca", - "metadata": {}, - "source": [ - "### Create vibe client and document the GLAD download workflow\n", - "\n", - "The following cell creates a new FarmVibes.AI client which is able to communicate with the FarmVibes.AI backend. Next, it documents \n", - "the `glad_forest_extent_download_merge` workflow." - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "88bdcacb", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
\n"
-                        ],
-                        "text/plain": []
-                    },
-                    "metadata": {},
-                    "output_type": "display_data"
-                },
-                {
-                    "data": {
-                        "text/html": [
-                            "
Workflow: data_ingestion/glad/glad_forest_extent_download_merge\n",
-                            "
\n" - ], - "text/plain": [ - "\u001b[1;32mWorkflow:\u001b[0m \u001b[1;4;38;5;27mdata_ingestion/glad/glad_forest_extent_download_merge\u001b[0m\n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
\n",
-                            "Description:\n",
-                            "
\n" - ], - "text/plain": [ - "\n", - "\u001b[1;32mDescription:\u001b[0m\n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
    Downloads Global Land Analysis (GLAD) forest extent data and merges them into a single raster.  \n",
-                            "    The workflow lists the GLAD forest products that intersect with the input geometry and time     \n",
-                            "    range, and downloads the filtered products. The downloaded products are merged into a single    \n",
-                            "    raster and classified. The result tiles have pixel values categorized into two classes - 0      \n",
-                            "    (non-forest) and 1 (forest). This workflow uses the same forest definition as the Food and      \n",
-                            "    Agriculture Organization of the United Nations (FAO).                                           \n",
-                            "
\n" - ], - "text/plain": [ - " Downloads Global Land Analysis (GLAD) forest extent data and merges them into a single raster. \n", - " The workflow lists the GLAD forest products that intersect with the input geometry and time \n", - " range, and downloads the filtered products. The downloaded products are merged into a single \n", - " raster and classified. The result tiles have pixel values categorized into two classes - 0 \n", - " (non-forest) and 1 (forest). This workflow uses the same forest definition as the Food and \n", - " Agriculture Organization of the United Nations (FAO). \n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
\n",
-                            "Sources:\n",
-                            "
\n" - ], - "text/plain": [ - "\n", - "\u001b[1;32mSources:\u001b[0m\n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
    - input_item (vibe_core.data.core_types.DataVibe): Geometry of interest for which to download   \n",
-                            "    the GLAD forest extent data.                                                                    \n",
-                            "
\n" - ], - "text/plain": [ - " - \u001b[1minput_item\u001b[0m (\u001b[34mvibe_core.data.core_types.DataVibe\u001b[0m): Geometry of interest for which to download \n", - " the GLAD forest extent data. \n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
\n",
-                            "Sinks:\n",
-                            "
\n" - ], - "text/plain": [ - "\n", - "\u001b[1;32mSinks:\u001b[0m\n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
    - merged_product (vibe_core.data.rasters.Raster): Merged GLAD forest extent product to geometry \n",
-                            "    of interest.                                                                                    \n",
-                            "
\n" - ], - "text/plain": [ - " - \u001b[1mmerged_product\u001b[0m (\u001b[34mvibe_core.data.rasters.Raster\u001b[0m): Merged GLAD forest extent product to geometry \n", - " of interest. \n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
    - categorical_raster (vibe_core.data.rasters.Raster): Raster with the GLAD forest extent data.  \n",
-                            "
\n" - ], - "text/plain": [ - " - \u001b[1mcategorical_raster\u001b[0m (\u001b[34mvibe_core.data.rasters.Raster\u001b[0m): Raster with the GLAD forest extent data. \n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
\n",
-                            "Tasks:\n",
-                            "
\n" - ], - "text/plain": [ - "\n", - "\u001b[1;32mTasks:\u001b[0m\n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
    - glad_forest_extent_download: Downloads Global Land Analysis (GLAD) forest extent data.        \n",
-                            "
\n" - ], - "text/plain": [ - " - \u001b[1mglad_forest_extent_download\u001b[0m: Downloads Global Land Analysis (GLAD) forest extent data. \n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
    - group_rasters_by_time: This op groups rasters in time according to 'criterion'.               \n",
-                            "
\n" - ], - "text/plain": [ - " - \u001b[1mgroup_rasters_by_time\u001b[0m: This op groups rasters in time according to 'criterion'. \n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
    - merge: Merges rasters in a sequence to a single raster.                                       \n",
-                            "
\n" - ], - "text/plain": [ - " - \u001b[1mmerge\u001b[0m: Merges rasters in a sequence to a single raster. \n" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "client = get_default_vibe_client()\n", - "\n", - "WORKFLOW_NAME = \"data_ingestion/glad/glad_forest_extent_download_merge\"\n", - "client.document_workflow(WORKFLOW_NAME)" - ] - }, - { - "cell_type": "markdown", - "id": "696f2717", - "metadata": {}, - "source": [ - "### Create sample geometry and time range\n", - "\n", - "Like most FarmVibes.AI workflows, the user input involves a geometry and a time-range. The following cell creates a `shapely` geometry and a time range object to be provided as the workflow input." - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "868a2720", - "metadata": {}, - "outputs": [], - "source": [ - "from shapely import geometry as shpg\n", - "from datetime import datetime\n", - "\n", - "# GeoJSON data\n", - "geo_json = {\n", - " \"type\": \"Feature\",\n", - " \"geometry\": {\n", - " \"type\": \"Polygon\",\n", - " \"coordinates\": [\n", - " [\n", - " [-86.773827, 14.575498],\n", - " [-86.770459, 14.579301],\n", - " [-86.764283, 14.575102],\n", - " [-86.769591, 14.567595],\n", - " [-86.773827, 14.575497],\n", - " ]\n", - " ],\n", - " },\n", - " \"properties\": {},\n", - "}\n", - "\n", - "geom = shpg.shape(geo_json[\"geometry\"])\n", - "time_range = datetime(2020, 1, 1), datetime(2020, 1, 2)" - ] - }, - { - "cell_type": "markdown", - "id": "c2604106", - "metadata": {}, - "source": [ - "### Execute FarmVibes.AI to download the GLAD Forest extent tiles" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "bc8ffe3a", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
\n"
-                        ],
-                        "text/plain": []
-                    },
-                    "metadata": {},
-                    "output_type": "display_data"
-                },
-                {
-                    "data": {
-                        "application/vnd.jupyter.widget-view+json": {
-                            "model_id": "9e1e6f1ff0bd4d87828384a5e88db045",
-                            "version_major": 2,
-                            "version_minor": 0
-                        },
-                        "text/plain": [
-                            "Output()"
-                        ]
-                    },
-                    "metadata": {},
-                    "output_type": "display_data"
-                },
-                {
-                    "data": {
-                        "text/html": [
-                            "
\n"
-                        ],
-                        "text/plain": []
-                    },
-                    "metadata": {},
-                    "output_type": "display_data"
-                }
-            ],
-            "source": [
-                "run = client.run(\n",
-                "    WORKFLOW_NAME,\n",
-                "    \"Download GLAD Forest Map\",\n",
-                "    geometry=geom,\n",
-                "    time_range=time_range,\n",
-                ")\n",
-                "run.monitor()"
-            ]
-        },
-        {
-            "cell_type": "markdown",
-            "id": "57a4c441",
-            "metadata": {},
-            "source": [
-                "### Visualize the Resulting data cropped to the input geometry with some Buffer\n",
-                "\n",
-                "In the next cell, we use the user-provided geometry to read the output raster and create some buffer around it. Next, we plot the raster image and the user geometry in red."
-            ]
-        },
-        {
-            "cell_type": "code",
-            "execution_count": 13,
-            "id": "4ccd5569",
-            "metadata": {},
-            "outputs": [
-                {
-                    "data": {
-                        "image/png": 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",
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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "from shapely.geometry import box\n", - "import matplotlib.pyplot as plt\n", - "from vibe_core.data import CategoricalRaster, Raster\n", - "from typing import cast\n", - "\n", - "import sys\n", - "sys.path.append(\"../\")\n", - "from shared_nb_lib.raster import read_raster\n", - "\n", - "\n", - "# Define your geometry\n", - "bounding_box = box(* geom.buffer(0.01).bounds)\n", - "\n", - "# Get the bounds of the geometry\n", - "minx, miny, maxx, maxy = bounding_box.bounds\n", - "\n", - "merged_raster = cast(Raster, run.output[\"merged_product\"][0])\n", - "categories = cast(CategoricalRaster, run.output[\"categorical_raster\"][0]).categories\n", - "\n", - "out_image = read_raster(merged_raster, bounding_box)[0]\n", - "\n", - "cmap = plt.get_cmap(\"Greens\", len(categories))\n", - "\n", - "# Plot the cropped image with latitude and longitude in the axes\n", - "plt.imshow(out_image[0], cmap=cmap, extent=[minx, maxx, miny, maxy])\n", - "\n", - "# Add a legend\n", - "legend = plt.legend(\n", - " handles=[\n", - " plt.Rectangle((0, 0), 1, 1, color=cmap(0)),\n", - " plt.Rectangle((0, 0), 1, 1, color=cmap(1)),\n", - " ],\n", - " labels=categories,\n", - ")\n", - "\n", - "# Plot geom on top of the cropped image\n", - "plt.plot(*geom.exterior.xy, color=\"red\")\n", - "\n", - "plt.title(\"GLAD Forest Map\")\n", - "plt.xlabel(\"Longitude\")\n", - "plt.ylabel(\"Latitude\")\n", - "\n", - "\n", - "plt.show()" - ] - } - ], - "metadata": { - "description": "This notebook downloads the Global Land Analysis (GLAD) forest extent maps.", - "disk_space": "", - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.8.15" - }, - "name": "Download Glad Forest Map", - "running_time": "", - "tags": [ - "Remote Sensing", - "Deforestation", - "Sustainability" - ] + "cells": [ + { + "cell_type": "markdown", + "id": "3c0a2457", + "metadata": {}, + "source": [ + "# Download GLAD Forest Extent Dataset\n", + "\n", + "Here's a simple example of how to download [GLAD forest extent maps](https://glad.umd.edu/dataset/GLCLUC2020) on FarmVibes. Just like the other FarmVibes.AI notebooks, you can refer to [this README file](README.md) to see how to install the required packages" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "d12f59be", + "metadata": {}, + "outputs": [], + "source": [ + "from vibe_core.client import get_default_vibe_client" + ] + }, + { + "cell_type": "markdown", + "id": "10cf50ca", + "metadata": {}, + "source": [ + "### Create vibe client and document the GLAD download workflow\n", + "\n", + "The following cell creates a new FarmVibes.AI client which is able to communicate with the FarmVibes.AI backend. Next, it documents \n", + "the `glad_forest_extent_download_merge` workflow." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "88bdcacb", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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+     "data": {
+      "text/html": [
+       "
Workflow: data_ingestion/glad/glad_forest_extent_download_merge\n",
+       "
\n" + ], + "text/plain": [ + "\u001b[1;32mWorkflow:\u001b[0m \u001b[1;4;38;5;27mdata_ingestion/glad/glad_forest_extent_download_merge\u001b[0m\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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+       "Description:\n",
+       "
\n" + ], + "text/plain": [ + "\n", + "\u001b[1;32mDescription:\u001b[0m\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    Downloads Global Land Analysis (GLAD) forest extent data and merges them into a single raster.  \n",
+       "    The workflow lists the GLAD forest products that intersect with the input geometry and time     \n",
+       "    range, and downloads the filtered products. The downloaded products are merged into a single    \n",
+       "    raster and classified. The result tiles have pixel values categorized into two classes - 0      \n",
+       "    (non-forest) and 1 (forest). This workflow uses the same forest definition as the Food and      \n",
+       "    Agriculture Organization of the United Nations (FAO).                                           \n",
+       "
\n" + ], + "text/plain": [ + " Downloads Global Land Analysis (GLAD) forest extent data and merges them into a single raster. \n", + " The workflow lists the GLAD forest products that intersect with the input geometry and time \n", + " range, and downloads the filtered products. The downloaded products are merged into a single \n", + " raster and classified. The result tiles have pixel values categorized into two classes - 0 \n", + " (non-forest) and 1 (forest). This workflow uses the same forest definition as the Food and \n", + " Agriculture Organization of the United Nations (FAO). \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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+       "Sources:\n",
+       "
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    - input_item (vibe_core.data.core_types.DataVibe): Geometry of interest for which to download   \n",
+       "    the GLAD forest extent data.                                                                    \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1minput_item\u001b[0m (\u001b[34mvibe_core.data.core_types.DataVibe\u001b[0m): Geometry of interest for which to download \n", + " the GLAD forest extent data. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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+       "Sinks:\n",
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    - merged_product (vibe_core.data.rasters.Raster): Merged GLAD forest extent product to geometry \n",
+       "    of interest.                                                                                    \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mmerged_product\u001b[0m (\u001b[34mvibe_core.data.rasters.Raster\u001b[0m): Merged GLAD forest extent product to geometry \n", + " of interest. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - categorical_raster (vibe_core.data.rasters.Raster): Raster with the GLAD forest extent data.  \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mcategorical_raster\u001b[0m (\u001b[34mvibe_core.data.rasters.Raster\u001b[0m): Raster with the GLAD forest extent data. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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+       "Tasks:\n",
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    - glad_forest_extent_download: Downloads Global Land Analysis (GLAD) forest extent data.        \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mglad_forest_extent_download\u001b[0m: Downloads Global Land Analysis (GLAD) forest extent data. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - group_rasters_by_time: This op groups rasters in time according to 'criterion'.               \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mgroup_rasters_by_time\u001b[0m: This op groups rasters in time according to 'criterion'. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - merge: Merges rasters in a sequence to a single raster.                                       \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mmerge\u001b[0m: Merges rasters in a sequence to a single raster. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "client = get_default_vibe_client()\n", + "\n", + "WORKFLOW_NAME = \"data_ingestion/glad/glad_forest_extent_download_merge\"\n", + "client.document_workflow(WORKFLOW_NAME)" + ] + }, + { + "cell_type": "markdown", + "id": "696f2717", + "metadata": {}, + "source": [ + "### Create sample geometry and time range\n", + "\n", + "Like most FarmVibes.AI workflows, the user input involves a geometry and a time-range. The following cell creates a `shapely` geometry and a time range object to be provided as the workflow input." + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "868a2720", + "metadata": {}, + "outputs": [], + "source": [ + "from datetime import datetime\n", + "\n", + "from shapely import geometry as shpg\n", + "\n", + "# GeoJSON data\n", + "geo_json = {\n", + " \"type\": \"Feature\",\n", + " \"geometry\": {\n", + " \"type\": \"Polygon\",\n", + " \"coordinates\": [\n", + " [\n", + " [-86.773827, 14.575498],\n", + " [-86.770459, 14.579301],\n", + " [-86.764283, 14.575102],\n", + " [-86.769591, 14.567595],\n", + " [-86.773827, 14.575497],\n", + " ]\n", + " ],\n", + " },\n", + " \"properties\": {},\n", + "}\n", + "\n", + "geom = shpg.shape(geo_json[\"geometry\"])\n", + "time_range = datetime(2020, 1, 1), datetime(2020, 1, 2)" + ] + }, + { + "cell_type": "markdown", + "id": "c2604106", + "metadata": {}, + "source": [ + "### Execute FarmVibes.AI to download the GLAD Forest extent tiles" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "bc8ffe3a", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "9e1e6f1ff0bd4d87828384a5e88db045",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Output()"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "run = client.run(\n",
+    "    WORKFLOW_NAME,\n",
+    "    \"Download GLAD Forest Map\",\n",
+    "    geometry=geom,\n",
+    "    time_range=time_range,\n",
+    ")\n",
+    "run.monitor()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "57a4c441",
+   "metadata": {},
+   "source": [
+    "### Visualize the Resulting data cropped to the input geometry with some Buffer\n",
+    "\n",
+    "In the next cell, we use the user-provided geometry to read the output raster and create some buffer around it. Next, we plot the raster image and the user geometry in red."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "id": "4ccd5569",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
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+       "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from typing import cast\n", + "\n", + "import matplotlib.pyplot as plt\n", + "from shapely.geometry import box\n", + "\n", + "from vibe_core.data import CategoricalRaster, Raster\n", + "from vibe_notebook.raster import read_raster\n", + "\n", + "# Define your geometry\n", + "bounding_box = box(*geom.buffer(0.01).bounds)\n", + "\n", + "# Get the bounds of the geometry\n", + "minx, miny, maxx, maxy = bounding_box.bounds\n", + "\n", + "merged_raster = cast(Raster, run.output[\"merged_product\"][0])\n", + "categories = cast(CategoricalRaster, run.output[\"categorical_raster\"][0]).categories\n", + "\n", + "out_image = read_raster(merged_raster, bounding_box)[0]\n", + "\n", + "cmap = plt.get_cmap(\"Greens\", len(categories))\n", + "\n", + "# Plot the cropped image with latitude and longitude in the axes\n", + "plt.imshow(out_image[0], cmap=cmap, extent=[minx, maxx, miny, maxy])\n", + "\n", + "# Add a legend\n", + "legend = plt.legend(\n", + " handles=[\n", + " plt.Rectangle((0, 0), 1, 1, color=cmap(0)),\n", + " plt.Rectangle((0, 0), 1, 1, color=cmap(1)),\n", + " ],\n", + " labels=categories,\n", + ")\n", + "\n", + "# Plot geom on top of the cropped image\n", + "plt.plot(*geom.exterior.xy, color=\"red\")\n", + "\n", + "plt.title(\"GLAD Forest Map\")\n", + "plt.xlabel(\"Longitude\")\n", + "plt.ylabel(\"Latitude\")\n", + "\n", + "\n", + "plt.show()" + ] + } + ], + "metadata": { + "description": "This notebook downloads the Global Land Analysis (GLAD) forest extent maps.", + "disk_space": "", + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.15" + }, + "name": "Download Glad Forest Map", + "running_time": "", + "tags": [ + "Remote Sensing", + "Deforestation", + "Sustainability" + ] + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/notebooks/forest/download_hansen_forest_map.ipynb b/notebooks/forest/download_hansen_forest_map.ipynb index 00e44fc3..42014b30 100644 --- a/notebooks/forest/download_hansen_forest_map.ipynb +++ b/notebooks/forest/download_hansen_forest_map.ipynb @@ -1,939 +1,930 @@ { - "cells": [ - { - "cell_type": "markdown", - "id": "3c0a2457", - "metadata": {}, - "source": [ - "# Download Hansen Forest Change\n", - "\n", - "In this notebook, we download layers from the [Hansen Dataset](https://storage.googleapis.com/earthenginepartners-hansen/GFC-2022-v1.10/download.html) using FarmVibes.AI and visualize it. The data, distributed under the [Creative Commons Attribution 4.0 International License](http://creativecommons.org/licenses/by/4.0/), illustrates how forests changed from 2000 to 2022 with 30 meter resolution and covers the whole planet. Users can use this dataset to observe how the forest changed over time in a region of interest.\n", - "\n", - "This global dataset, split into 10x10 degree tiles, contains seven files per tile. Each file has unsigned 8-bit values and a resolution of around 30 meters per pixel at the equator. The dataset includes the following layers:\n", - "\n", - " - `treecover2000`: Tree cover in the year 2000, defined as canopy closure for all vegetation taller than 5m in height. Encoded as a percentage per output grid cell, in the range 0–100.\n", - " - `gain`: Forest gain during the period 2000-2012, defined as the inverse of loss, or a non-forest to forest change entirely within the study period. Encoded as either 1 (gain) or 0 (no gain).\n", - " - `lossyear`: Forest loss during the period 2000-2022, defined as a stand-replacement disturbance, or a change from a forest to non-forest state. Encoded as either 0 (no loss) or else a value in the range 1-22, representing loss detected primarily in the year 2001-2022, respectively.\n", - " - `datamask`: Three values representing areas of no data (0), mapped land surface (1), and persistent water bodies (2) based on 2000-2012.\n", - " - `first`: Circa year 2000 Landsat 7 cloud-free image composite (first).\n", - "Reference multispectral imagery from the first available year, typically 2000. \n", - " - `last`: cloud-free image composites for the last year in the series (e.g., 2022). \n", - " \n", - " Only the 'lossyear' and 'last' categories are updated annually. The reflectance values in the imagery are scaled to an 8-bit data range.\n", - "\n", - "Dataset Reference:\n", - "\n", - "Hansen, M. C., P. V. Potapov, R. Moore, M. Hancher, S. A. Turubanova, A. Tyukavina, D. Thau, S. V. Stehman, S. J. Goetz, T. R. Loveland, A. Kommareddy, A. Egorov, L. Chini, C. O. Justice, and J. R. G. Townshend. 2013. High-Resolution Global Maps of 21st-Century Forest Cover Change. Science 342 (15 November): 850-53. Data available on-line from: https://glad.earthengine.app/view/global-forest-change." - ] - }, - { - "cell_type": "markdown", - "id": "bfa4f4fc", - "metadata": {}, - "source": [ - "### Micromamba environment setup\n", - "To install the required packages, see [this README file](../README.md). You can activate the environment with the following command:\n", - "\n", - "\n", - "```bash\n", - "$ micromamba activate farmvibes-ai\n", - "```" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "447dcf5f", - "metadata": {}, - "outputs": [], - "source": [ - "from shapely import geometry as shpg\n", - "from datetime import datetime\n", - "\n", - "from matplotlib.ticker import MaxNLocator\n", - "\n", - "import numpy as np\n", - "import pandas as pd\n", - "\n", - "import matplotlib.pyplot as plt\n", - "import matplotlib.colors as mcolors\n", - "import matplotlib.ticker as ticker\n", - "\n", - "from shapely.geometry import box\n", - "import matplotlib.pyplot as plt\n", - "from typing import cast\n", - "\n", - "import sys\n", - "\n", - "sys.path.append(\"../\")\n", - "from shared_nb_lib.raster import read_raster\n", - "\n", - "from vibe_core.data import DataVibe, Raster\n", - "from vibe_core.client import get_default_vibe_client" - ] - }, - { - "cell_type": "markdown", - "id": "3a8aff46", - "metadata": {}, - "source": [ - "### Create Vibe client and document the hansen download workflow\n", - "\n", - "Before executing the [workflow](https://microsoft.github.io/farmvibes-ai/docfiles/markdown/WORKFLOWS.html), let's observe its documentation using a FarmVibes.AI python client." - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "99fa0c54", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
\n"
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Workflow: data_ingestion/hansen/hansen_forest_change_download\n",
-                            "
\n" - ], - "text/plain": [ - "\u001b[1;32mWorkflow:\u001b[0m \u001b[1;4;38;5;27mdata_ingestion/hansen/hansen_forest_change_download\u001b[0m\n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
\n",
-                            "Description:\n",
-                            "
\n" - ], - "text/plain": [ - "\n", - "\u001b[1;32mDescription:\u001b[0m\n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
    Downloads and merges Global Forest Change (Hansen) rasters that intersect the user-provided     \n",
-                            "    geometry/time range. The workflow lists Global Forest Change (Hansen) products that intersect   \n",
-                            "    the user-provided geometry/time range, downloads the data for each of them, and merges the      \n",
-                            "    rasters. The dataset is available at 30m resolution and is updated annually. The data contains  \n",
-                            "    information on forest cover, loss, and gain. The default dataset version is GFC-2022-v1.10 and  \n",
-                            "    is passed to the workflow as the parameter tiles_folder_url. For the default version, the       \n",
-                            "    dataset is available from 2000 to 2022.  Dataset details can be found at                        \n",
-                            "    https://storage.googleapis.com/earthenginepartners-hansen/GFC-2022-v1.10/download.html.         \n",
-                            "
\n" - ], - "text/plain": [ - " Downloads and merges Global Forest Change (Hansen) rasters that intersect the user-provided \n", - " geometry/time range. The workflow lists Global Forest Change (Hansen) products that intersect \n", - " the user-provided geometry/time range, downloads the data for each of them, and merges the \n", - " rasters. The dataset is available at 30m resolution and is updated annually. The data contains \n", - " information on forest cover, loss, and gain. The default dataset version is GFC-2022-v1.10 and \n", - " is passed to the workflow as the parameter tiles_folder_url. For the default version, the \n", - " dataset is available from 2000 to 2022. Dataset details can be found at \n", - " https://storage.googleapis.com/earthenginepartners-hansen/GFC-2022-v1.10/download.html. \n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
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-                            "Sources:\n",
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    - input_item (vibe_core.data.core_types.DataVibe): User-provided geometry and time range.       \n",
-                            "
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-                            "Sinks:\n",
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    - merged_raster (vibe_core.data.rasters.Raster): Merged Global Forest Change (Hansen) data as a \n",
-                            "    raster.                                                                                         \n",
-                            "
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    - downloaded_raster (vibe_core.data.rasters.Raster): Individual Global Forest Change (Hansen)   \n",
-                            "    rasters prior to the merge operation.                                                           \n",
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-                            "Parameters:\n",
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    - layer_name (default: None): Name of the Global Forest Change (Hansen) layer. Can be any of the\n",
-                            "    following names 'treecover2000', 'loss', 'gain', 'lossyear', 'datamask', 'first', 'last'.       \n",
-                            "
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    - tiles_folder_url (default:                                                                    \n",
-                            "    https://storage.googleapis.com/earthenginepartners-hansen/GFC-2022-v1.10/): URL to the Global   \n",
-                            "    Forest Change (Hansen) dataset. It specifies the dataset version and is used to download the    \n",
-                            "    data.                                                                                           \n",
-                            "
\n" - ], - "text/plain": [ - " - \u001b[1mtiles_folder_url\u001b[0m (\u001b[34mdefault: \u001b[0m \n", - " \u001b[34mhttps://storage.googleapis.com/earthenginepartners-hansen/GFC-2022-v1.10/\u001b[0m): URL to the Global \n", - " Forest Change (Hansen) dataset. It specifies the dataset version and is used to download the \n", - " data. \n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
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-                            "Tasks:\n",
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    - list: Lists Global Forest Change (Hansen) products that intersect the user-provided           \n",
-                            "    geometry/time range.                                                                            \n",
-                            "
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    - download: Downloads Global Forest Change (Hansen) data.                                       \n",
-                            "
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    - group: This op groups rasters in time according to 'criterion'.                               \n",
-                            "
\n" - ], - "text/plain": [ - " - \u001b[1mgroup\u001b[0m: This op groups rasters in time according to 'criterion'. \n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
    - merge: Merges rasters in a sequence to a single raster.                                       \n",
-                            "
\n" - ], - "text/plain": [ - " - \u001b[1mmerge\u001b[0m: Merges rasters in a sequence to a single raster. \n" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "client = get_default_vibe_client()\n", - "\n", - "WORKFLOW_NAME = \"data_ingestion/hansen/hansen_forest_change_download\"\n", - "client.document_workflow(WORKFLOW_NAME)" - ] - }, - { - "cell_type": "markdown", - "id": "b894d84c", - "metadata": {}, - "source": [ - "### Setting up Input Geometry and Time Frame\n", - " \n", - "Now, we will establish the desired geometry and time frame for downloading the Hansen products. The workflow will fetch and merge all the tiles that intersect with the given input." - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "f12b5333", - "metadata": {}, - "outputs": [], - "source": [ - "# GeoJSON definition of a polygon over the potential forest area\n", - "geo_json = {\n", - " \"type\": \"Feature\",\n", - " \"geometry\": {\n", - " \"type\": \"Polygon\",\n", - " \"coordinates\": [\n", - " [\n", - " [-86.773827, 14.575496],\n", - " [-86.770459, 14.579302],\n", - " [-86.764283, 14.575102],\n", - " [-86.769591, 14.567595],\n", - " [-86.773827, 14.575496],\n", - " ]\n", - " ],\n", - " },\n", - " \"properties\": {},\n", - "}\n", - "\n", - "geom = shpg.shape(geo_json[\"geometry\"])\n", - "time_range = datetime(2000, 1, 1), datetime(2022, 1, 2)" - ] - }, - { - "cell_type": "markdown", - "id": "fb34e580", - "metadata": {}, - "source": [ - "### Run FarmVibes.AI Workflow\n", - "\n", - "To execute the workflow users need to provide the geometry of interest (`geom`), time range (`time_range`), and the name of the layer to be downloaded as a workflow parameter (`layer_name`). The layer can be any value from the set (`treecover2000`, `gain`, `lossyear`, `datamask`, `first`, `last`).\n", - "\n", - "In the next cell, we initiate two `runs` for the `treecover2000` and `lossyear` layers, and then wait for both workflows to complete (`client.monitor(runs)`)." - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "76b0f81f", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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-                        ],
-                        "text/plain": []
-                    },
-                    "metadata": {},
-                    "output_type": "display_data"
-                },
-                {
-                    "data": {
-                        "application/vnd.jupyter.widget-view+json": {
-                            "model_id": "a2e39cd7cde14fa4b96039434eed5ede",
-                            "version_major": 2,
-                            "version_minor": 0
-                        },
-                        "text/plain": [
-                            "Output()"
-                        ]
-                    },
-                    "metadata": {},
-                    "output_type": "display_data"
-                },
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-                            "
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-                        ],
-                        "text/plain": []
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-                    "metadata": {},
-                    "output_type": "display_data"
-                }
-            ],
-            "source": [
-                "runs = []\n",
-                "\n",
-                "for layer_name in [\"treecover2000\", \"lossyear\"]:\n",
-                "    run = client.run(\n",
-                "        WORKFLOW_NAME,\n",
-                "        \"Hansen dataset download\",\n",
-                "        geometry=geom,\n",
-                "        time_range=time_range,\n",
-                "        parameters={\"layer_name\": layer_name},\n",
-                "    )\n",
-                "    runs.append(run)\n",
-                "\n",
-                "client.monitor(runs)"
-            ]
-        },
-        {
-            "cell_type": "markdown",
-            "id": "4b517e3c",
-            "metadata": {},
-            "source": [
-                "### Visualizing Dataset Details\n",
-                " \n",
-                "In the upcoming cells, we will depict the changes in the forest over the years within the user's region of interest. Following that, we will examine the division of the area in terms of forest and non-forest proportions. Finally, we will assess how the percentage of forest pixels has evolved over time."
-            ]
-        },
-        {
-            "cell_type": "markdown",
-            "id": "44e97e42",
-            "metadata": {},
-            "source": [
-                "#### Plot forest loss over time\n",
-                "\n",
-                "In the following cell, we create a plot function that reads the `treecover2000` layer and the `lossyear`. The `treecover2000` layer has pixel values ranging from 0 to 100 that represents the percentage of tree cover in the area. Here, we use a black to green colormap. Then, we plot the `lossyear` with pixel values enconded as 0 (no loss) or else a value in the range 1-20, representing loss detected primarily in the year 2001-2022, respectively. The second layer is depicted using a yellow to red colormap. "
-            ]
-        },
-        {
-            "cell_type": "code",
-            "execution_count": 5,
-            "id": "e9c3e812",
-            "metadata": {},
-            "outputs": [],
-            "source": [
-                "def plot_hansen_map(treecover2000: Raster, lossyear: Raster, geom: shpg.Polygon, first_year: int):\n",
-                "\n",
-                "    colors = [\"black\", \"green\"]\n",
-                "    cmap = mcolors.LinearSegmentedColormap.from_list(\"mycmap\", colors)\n",
-                "\n",
-                "    # Define your geometry\n",
-                "    bounding_box = box(*geom.buffer(0.01).bounds)\n",
-                "\n",
-                "    # Get the bounds of the geometry\n",
-                "    minx, miny, maxx, maxy = bounding_box.bounds\n",
-                "\n",
-                "    merged_raster = cast(Raster, treecover2000)\n",
-                "    out_image = read_raster(merged_raster, bounding_box)[0]\n",
-                "\n",
-                "    loss_image = read_raster(cast(Raster, lossyear), bounding_box)[0][0]\n",
-                "    \n",
-                "    # Create a masked array where the mask is True for zero values\n",
-                "    masked_loss = np.ma.masked_where(loss_image == 0, loss_image)\n",
-                "\n",
-                "    # Set data type to float\n",
-                "    masked_loss = masked_loss.astype(float)\n",
-                "    masked_loss += first_year\n",
-                "\n",
-                "    # Plot the cropped image with latitude and longitude in the axes\n",
-                "    plt.imshow(out_image[0], cmap=cmap, extent=[minx, maxx, miny, maxy])\n",
-                "\n",
-                "    loss_cmap = plt.cm.get_cmap(\"YlOrRd\").copy()\n",
-                "    loss_cmap.set_bad(color=\"none\")\n",
-                "\n",
-                "    # Plot the loss image on top of the cropped image\n",
-                "    plt.imshow(masked_loss, cmap=loss_cmap, alpha=0.8, extent=[minx, maxx, miny, maxy])\n",
-                "\n",
-                "    # Plot geom on top of the cropped image\n",
-                "    plt.plot(*geom.exterior.xy, color=\"blue\")\n",
-                "\n",
-                "    # Add a legend for the loss_image\n",
-                "    cbar = plt.colorbar()\n",
-                "    tick_locator = ticker.MaxNLocator(nbins=max(loss_image.flatten()))\n",
-                "    cbar.locator = tick_locator\n",
-                "    cbar.update_ticks()\n",
-                "\n",
-                "    cbar.set_label(\"Year for the forest to non-forest transition\")\n",
-                "\n",
-                "    plt.title(\"Forest Extent\")\n",
-                "    plt.xlabel(\"Longitude\")\n",
-                "    plt.ylabel(\"Latitude\")\n",
-                "\n",
-                "    plt.text(\n",
-                "        0.11,\n",
-                "        -0.005,\n",
-                "        \"Source: Hansen/UMD/Google/USGS/NASA\",\n",
-                "        fontsize=7,\n",
-                "        transform=plt.gcf().transFigure,\n",
-                "    )\n",
-                "\n",
-                "    plt.show()"
-            ]
-        },
-        {
-            "cell_type": "markdown",
-            "id": "b334b0e1",
-            "metadata": {},
-            "source": [
-                "### Plot the `treecover2000` and `lossyear` rasters"
-            ]
-        },
-        {
-            "cell_type": "code",
-            "execution_count": 6,
-            "id": "223eef5c",
-            "metadata": {},
-            "outputs": [
-                {
-                    "data": {
-                        "image/png": 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",
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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "treecover2000 = runs[0].output[\"merged_raster\"][0]\n", - "lossyear = runs[1].output[\"merged_raster\"][0]\n", - "\n", - "plot_hansen_map(treecover2000, lossyear, geom, time_range[0].year)" - ] - }, - { - "cell_type": "markdown", - "id": "a8be22b0", - "metadata": {}, - "source": [ - "### Plot the proportion of forest/non-forest pixels\n", - "\n", - "In the next cell, the proportion of forest/non-forest pixels is plotted. This is done by analyzing the `lossyear` raster, which represents forest loss over time. The cell calculates the ratio of forest pixels to total pixels within the specified geometry. Then, a pie chart is created using matplotlib to visually compare the proportion of forest and non-forest pixels. Finally, we show the loss table over time in case the user wants to access the values used to plot the graphs." - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "b1be08cf", - "metadata": {}, - "outputs": [], - "source": [ - "def read_loss_dict(lossyear: Raster, geom: shpg.Polygon, nodata: int = 255):\n", - " # Read the raster\n", - " loss_image = read_raster(cast(Raster, lossyear), geom, nodata=nodata)[0][0]\n", - "\n", - " # Count the frequency of each value in the loss_image\n", - " unique, counts = np.unique(loss_image, return_counts=True)\n", - "\n", - " loss_dict = {uni: count for uni, count in zip(unique, counts)}\n", - "\n", - " # Delete 255 from the dictionary\n", - " del loss_dict[nodata]\n", - "\n", - " return loss_dict\n", - "\n", - "\n", - "def plot_forest_ratio(lossyear: Raster, geom: shpg.Polygon):\n", - " # Read the raster\n", - "\n", - " loss_dict = read_loss_dict(lossyear, geom)\n", - "\n", - " # Amount of pixels\n", - " total_pixels = sum(loss_dict.values())\n", - "\n", - " # Forest Pixels\n", - " forest_pixels = loss_dict[0]\n", - " forest_ratio = forest_pixels / total_pixels\n", - "\n", - " # Plot a matplotlib pie chart comparing forest and not forest pixels\n", - " labels = \"Forest\", \"Not Forest\"\n", - "\n", - " sizes = [forest_ratio, 1 - forest_ratio]\n", - "\n", - " fig1, ax1 = plt.subplots()\n", - " ax1.pie(sizes, labels=labels, autopct=\"%1.1f%%\", startangle=90)\n", - " ax1.axis(\"equal\")\n", - "\n", - " # Title\n", - " plt.title(\"Forest/Non-Forest pixels proportion\")\n", - "\n", - " plt.show()" - ] - }, - { - "cell_type": "markdown", - "id": "7e73283c", - "metadata": {}, - "source": [ - "### Plot the Forest/Non-Forest pie chart" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "7fe9a3ef", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plot_forest_ratio(lossyear, geom)" - ] - }, - { - "cell_type": "markdown", - "id": "ec65f6ba", - "metadata": {}, - "source": [ - "### Plot the Forest change over time\n", - "\n", - "In the next cell, we create a `plot_forest_loss` function that takes a raster image of forest loss per year and a polygon geometry as inputs. It reads the raster data and calculates the percentage of total forest loss for each year. The function then generates a bar plot with the percentage of forest loss for each year in the dataset." - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "0354f1bb", - "metadata": {}, - "outputs": [], - "source": [ - "def plot_forest_loss(lossyear: Raster, geom: shpg.Polygon):\n", - " # Read the raster\n", - " loss_dict = read_loss_dict(lossyear, geom)\n", - "\n", - " # Amount of pixels\n", - " total_pixels = sum(loss_dict.values())\n", - "\n", - " # Pixel count\n", - " new_values = {key: 100 * loss_dict[key] / total_pixels for key in loss_dict}\n", - "\n", - " # Remove the key 0 as it is not a loss. It is the forest \n", - " # pixels that have not been lost.\n", - " new_values.pop(0, None)\n", - "\n", - " # Create lists of the years and pixel counts\n", - " years = list(new_values.keys())\n", - " years = [year + time_range[0].year for year in years]\n", - "\n", - " pixel_counts = list(new_values.values())\n", - "\n", - " # Create a bar plot\n", - " plt.bar(years, pixel_counts)\n", - "\n", - " # Set the labels for the x and y axes\n", - " plt.xlabel(\"Year\")\n", - " plt.ylabel(\"Forest Loss (%)\")\n", - " plt.title(\"Forest to Non-Forest affected area (%) over time\")\n", - "\n", - " # Set x-axis to only use integer values\n", - " ax = plt.gca()\n", - " ax.xaxis.set_major_locator(MaxNLocator(integer=True))\n", - "\n", - " plt.xticks(range(min(years), max(years) + 1), rotation=90)\n", - "\n", - " # Show the plot\n", - " plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "0065c6e2", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plot_forest_loss(lossyear, geom)" - ] - }, - { - "cell_type": "markdown", - "id": "b7e20044", - "metadata": {}, - "source": [ - "### Displaying the Forest Loss Pixels Over Time\n", - "\n", - "Finally, create a function that reads the forest loss data for each year and plots a table showing the pixel count for each respective year." - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "eb6bc18d", - "metadata": {}, - "outputs": [], - "source": [ - "def show_loss_table(lossyear: Raster, geom: shpg.Polygon):\n", - " # Read the raster\n", - " loss_dict = read_loss_dict(lossyear, geom)\n", - "\n", - " # Create a dictionary with the loss_dict values\n", - " data = {\n", - " \"Year\": [year + time_range[0].year for year in list(loss_dict.keys())[1:]],\n", - " \"#Pixels\": list(loss_dict.values())[1:],\n", - " }\n", - "\n", - " # Create a dataframe from the dictionary\n", - " df_loss = pd.DataFrame(data)\n", - "\n", - " # Sort the dataframe by the 'Year' column\n", - " df_loss = df_loss.sort_values(\"Year\")\n", - "\n", - " # Reset the index of the dataframe\n", - " df_loss = df_loss.reset_index(drop=True)\n", - "\n", - " # Amount of pixels\n", - " total_pixels = sum(loss_dict.values())\n", - " \n", - " return total_pixels, df_loss" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "id": "01810a05", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Total pixels: 1786\n", - "\n" - ] - }, - { - "data": { - "text/html": [ - "
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" - ], - "text/plain": [ - " Year #Pixels\n", - "0 2001 23\n", - "1 2004 3\n", - "2 2007 98\n", - "3 2008 2\n", - "4 2011 2\n", - "5 2012 244\n", - "6 2013 28\n", - "7 2016 183\n", - "8 2017 68\n", - "9 2019 1" - ] - }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "total_pixels, df_loss = show_loss_table(lossyear, geom)\n", - "\n", - "print(f\"Total pixels: {total_pixels}\\n\")\n", - "\n", - "# Print the dataframe without the indexes\n", - "df_loss" - ] - } - ], - "metadata": { - "description": "This notebook contains functions to download and process the Global Forest Change (Hansen) maps.", - "disk_space": "", - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.8.18" - }, - "name": "Download Global Forest Change (Hansen) maps.", - "running_time": "", - "tags": [ - "Remote Sensing", - "Deforestation", - "Sustainability" - ] + "cells": [ + { + "cell_type": "markdown", + "id": "3c0a2457", + "metadata": {}, + "source": [ + "# Download Hansen Forest Change\n", + "\n", + "In this notebook, we download layers from the [Hansen Dataset](https://storage.googleapis.com/earthenginepartners-hansen/GFC-2022-v1.10/download.html) using FarmVibes.AI and visualize it. The data, distributed under the [Creative Commons Attribution 4.0 International License](http://creativecommons.org/licenses/by/4.0/), illustrates how forests changed from 2000 to 2022 with 30 meter resolution and covers the whole planet. Users can use this dataset to observe how the forest changed over time in a region of interest.\n", + "\n", + "This global dataset, split into 10x10 degree tiles, contains seven files per tile. Each file has unsigned 8-bit values and a resolution of around 30 meters per pixel at the equator. The dataset includes the following layers:\n", + "\n", + " - `treecover2000`: Tree cover in the year 2000, defined as canopy closure for all vegetation taller than 5m in height. Encoded as a percentage per output grid cell, in the range 0–100.\n", + " - `gain`: Forest gain during the period 2000-2012, defined as the inverse of loss, or a non-forest to forest change entirely within the study period. Encoded as either 1 (gain) or 0 (no gain).\n", + " - `lossyear`: Forest loss during the period 2000-2022, defined as a stand-replacement disturbance, or a change from a forest to non-forest state. Encoded as either 0 (no loss) or else a value in the range 1-22, representing loss detected primarily in the year 2001-2022, respectively.\n", + " - `datamask`: Three values representing areas of no data (0), mapped land surface (1), and persistent water bodies (2) based on 2000-2012.\n", + " - `first`: Circa year 2000 Landsat 7 cloud-free image composite (first).\n", + "Reference multispectral imagery from the first available year, typically 2000. \n", + " - `last`: cloud-free image composites for the last year in the series (e.g., 2022). \n", + " \n", + " Only the 'lossyear' and 'last' categories are updated annually. The reflectance values in the imagery are scaled to an 8-bit data range.\n", + "\n", + "Dataset Reference:\n", + "\n", + "Hansen, M. C., P. V. Potapov, R. Moore, M. Hancher, S. A. Turubanova, A. Tyukavina, D. Thau, S. V. Stehman, S. J. Goetz, T. R. Loveland, A. Kommareddy, A. Egorov, L. Chini, C. O. Justice, and J. R. G. Townshend. 2013. High-Resolution Global Maps of 21st-Century Forest Cover Change. Science 342 (15 November): 850-53. Data available on-line from: https://glad.earthengine.app/view/global-forest-change." + ] + }, + { + "cell_type": "markdown", + "id": "bfa4f4fc", + "metadata": {}, + "source": [ + "### Micromamba environment setup\n", + "To install the required packages, see [this README file](../README.md). You can activate the environment with the following command:\n", + "\n", + "\n", + "```bash\n", + "$ micromamba activate farmvibes-ai\n", + "```" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "447dcf5f", + "metadata": {}, + "outputs": [], + "source": [ + "from datetime import datetime\n", + "from typing import cast\n", + "\n", + "import matplotlib.colors as mcolors\n", + "import matplotlib.pyplot as plt\n", + "import matplotlib.ticker as ticker\n", + "import numpy as np\n", + "import pandas as pd\n", + "from matplotlib.ticker import MaxNLocator\n", + "from shapely import geometry as shpg\n", + "from shapely.geometry import box\n", + "\n", + "from vibe_core.client import get_default_vibe_client\n", + "from vibe_core.data import Raster\n", + "from vibe_notebook.raster import read_raster" + ] + }, + { + "cell_type": "markdown", + "id": "3a8aff46", + "metadata": {}, + "source": [ + "### Create Vibe client and document the hansen download workflow\n", + "\n", + "Before executing the [workflow](https://microsoft.github.io/farmvibes-ai/docfiles/markdown/WORKFLOWS.html), let's observe its documentation using a FarmVibes.AI python client." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "99fa0c54", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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Workflow: data_ingestion/hansen/hansen_forest_change_download\n",
+       "
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+       "Description:\n",
+       "
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    Downloads and merges Global Forest Change (Hansen) rasters that intersect the user-provided     \n",
+       "    geometry/time range. The workflow lists Global Forest Change (Hansen) products that intersect   \n",
+       "    the user-provided geometry/time range, downloads the data for each of them, and merges the      \n",
+       "    rasters. The dataset is available at 30m resolution and is updated annually. The data contains  \n",
+       "    information on forest cover, loss, and gain. The default dataset version is GFC-2022-v1.10 and  \n",
+       "    is passed to the workflow as the parameter tiles_folder_url. For the default version, the       \n",
+       "    dataset is available from 2000 to 2022.  Dataset details can be found at                        \n",
+       "    https://storage.googleapis.com/earthenginepartners-hansen/GFC-2022-v1.10/download.html.         \n",
+       "
\n" + ], + "text/plain": [ + " Downloads and merges Global Forest Change (Hansen) rasters that intersect the user-provided \n", + " geometry/time range. The workflow lists Global Forest Change (Hansen) products that intersect \n", + " the user-provided geometry/time range, downloads the data for each of them, and merges the \n", + " rasters. The dataset is available at 30m resolution and is updated annually. The data contains \n", + " information on forest cover, loss, and gain. The default dataset version is GFC-2022-v1.10 and \n", + " is passed to the workflow as the parameter tiles_folder_url. For the default version, the \n", + " dataset is available from 2000 to 2022. Dataset details can be found at \n", + " https://storage.googleapis.com/earthenginepartners-hansen/GFC-2022-v1.10/download.html. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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+       "Sources:\n",
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    - input_item (vibe_core.data.core_types.DataVibe): User-provided geometry and time range.       \n",
+       "
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+       "Sinks:\n",
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    - merged_raster (vibe_core.data.rasters.Raster): Merged Global Forest Change (Hansen) data as a \n",
+       "    raster.                                                                                         \n",
+       "
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    - downloaded_raster (vibe_core.data.rasters.Raster): Individual Global Forest Change (Hansen)   \n",
+       "    rasters prior to the merge operation.                                                           \n",
+       "
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+       "Parameters:\n",
+       "
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    - layer_name (default: None): Name of the Global Forest Change (Hansen) layer. Can be any of the\n",
+       "    following names 'treecover2000', 'loss', 'gain', 'lossyear', 'datamask', 'first', 'last'.       \n",
+       "
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    - tiles_folder_url (default:                                                                    \n",
+       "    https://storage.googleapis.com/earthenginepartners-hansen/GFC-2022-v1.10/): URL to the Global   \n",
+       "    Forest Change (Hansen) dataset. It specifies the dataset version and is used to download the    \n",
+       "    data.                                                                                           \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mtiles_folder_url\u001b[0m (\u001b[34mdefault: \u001b[0m \n", + " \u001b[34mhttps://storage.googleapis.com/earthenginepartners-hansen/GFC-2022-v1.10/\u001b[0m): URL to the Global \n", + " Forest Change (Hansen) dataset. It specifies the dataset version and is used to download the \n", + " data. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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+       "Tasks:\n",
+       "
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    - list: Lists Global Forest Change (Hansen) products that intersect the user-provided           \n",
+       "    geometry/time range.                                                                            \n",
+       "
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    - download: Downloads Global Forest Change (Hansen) data.                                       \n",
+       "
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    - group: This op groups rasters in time according to 'criterion'.                               \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mgroup\u001b[0m: This op groups rasters in time according to 'criterion'. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - merge: Merges rasters in a sequence to a single raster.                                       \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mmerge\u001b[0m: Merges rasters in a sequence to a single raster. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "client = get_default_vibe_client()\n", + "\n", + "WORKFLOW_NAME = \"data_ingestion/hansen/hansen_forest_change_download\"\n", + "client.document_workflow(WORKFLOW_NAME)" + ] + }, + { + "cell_type": "markdown", + "id": "b894d84c", + "metadata": {}, + "source": [ + "### Setting up Input Geometry and Time Frame\n", + " \n", + "Now, we will establish the desired geometry and time frame for downloading the Hansen products. The workflow will fetch and merge all the tiles that intersect with the given input." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "f12b5333", + "metadata": {}, + "outputs": [], + "source": [ + "# GeoJSON definition of a polygon over the potential forest area\n", + "geo_json = {\n", + " \"type\": \"Feature\",\n", + " \"geometry\": {\n", + " \"type\": \"Polygon\",\n", + " \"coordinates\": [\n", + " [\n", + " [-86.773827, 14.575496],\n", + " [-86.770459, 14.579302],\n", + " [-86.764283, 14.575102],\n", + " [-86.769591, 14.567595],\n", + " [-86.773827, 14.575496],\n", + " ]\n", + " ],\n", + " },\n", + " \"properties\": {},\n", + "}\n", + "\n", + "geom = shpg.shape(geo_json[\"geometry\"])\n", + "time_range = datetime(2000, 1, 1), datetime(2022, 1, 2)" + ] + }, + { + "cell_type": "markdown", + "id": "fb34e580", + "metadata": {}, + "source": [ + "### Run FarmVibes.AI Workflow\n", + "\n", + "To execute the workflow users need to provide the geometry of interest (`geom`), time range (`time_range`), and the name of the layer to be downloaded as a workflow parameter (`layer_name`). The layer can be any value from the set (`treecover2000`, `gain`, `lossyear`, `datamask`, `first`, `last`).\n", + "\n", + "In the next cell, we initiate two `runs` for the `treecover2000` and `lossyear` layers, and then wait for both workflows to complete (`client.monitor(runs)`)." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "76b0f81f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "a2e39cd7cde14fa4b96039434eed5ede",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Output()"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
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+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "runs = []\n",
+    "\n",
+    "for layer_name in [\"treecover2000\", \"lossyear\"]:\n",
+    "    run = client.run(\n",
+    "        WORKFLOW_NAME,\n",
+    "        \"Hansen dataset download\",\n",
+    "        geometry=geom,\n",
+    "        time_range=time_range,\n",
+    "        parameters={\"layer_name\": layer_name},\n",
+    "    )\n",
+    "    runs.append(run)\n",
+    "\n",
+    "client.monitor(runs)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "4b517e3c",
+   "metadata": {},
+   "source": [
+    "### Visualizing Dataset Details\n",
+    " \n",
+    "In the upcoming cells, we will depict the changes in the forest over the years within the user's region of interest. Following that, we will examine the division of the area in terms of forest and non-forest proportions. Finally, we will assess how the percentage of forest pixels has evolved over time."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "44e97e42",
+   "metadata": {},
+   "source": [
+    "#### Plot forest loss over time\n",
+    "\n",
+    "In the following cell, we create a plot function that reads the `treecover2000` layer and the `lossyear`. The `treecover2000` layer has pixel values ranging from 0 to 100 that represents the percentage of tree cover in the area. Here, we use a black to green colormap. Then, we plot the `lossyear` with pixel values enconded as 0 (no loss) or else a value in the range 1-20, representing loss detected primarily in the year 2001-2022, respectively. The second layer is depicted using a yellow to red colormap. "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "e9c3e812",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def plot_hansen_map(treecover2000: Raster, lossyear: Raster, geom: shpg.Polygon, first_year: int):\n",
+    "    colors = [\"black\", \"green\"]\n",
+    "    cmap = mcolors.LinearSegmentedColormap.from_list(\"mycmap\", colors)\n",
+    "\n",
+    "    # Define your geometry\n",
+    "    bounding_box = box(*geom.buffer(0.01).bounds)\n",
+    "\n",
+    "    # Get the bounds of the geometry\n",
+    "    minx, miny, maxx, maxy = bounding_box.bounds\n",
+    "\n",
+    "    merged_raster = cast(Raster, treecover2000)\n",
+    "    out_image = read_raster(merged_raster, bounding_box)[0]\n",
+    "\n",
+    "    loss_image = read_raster(cast(Raster, lossyear), bounding_box)[0][0]\n",
+    "\n",
+    "    # Create a masked array where the mask is True for zero values\n",
+    "    masked_loss = np.ma.masked_where(loss_image == 0, loss_image)\n",
+    "\n",
+    "    # Set data type to float\n",
+    "    masked_loss = masked_loss.astype(float)\n",
+    "    masked_loss += first_year\n",
+    "\n",
+    "    # Plot the cropped image with latitude and longitude in the axes\n",
+    "    plt.imshow(out_image[0], cmap=cmap, extent=[minx, maxx, miny, maxy])\n",
+    "\n",
+    "    loss_cmap = plt.cm.get_cmap(\"YlOrRd\").copy()\n",
+    "    loss_cmap.set_bad(color=\"none\")\n",
+    "\n",
+    "    # Plot the loss image on top of the cropped image\n",
+    "    plt.imshow(masked_loss, cmap=loss_cmap, alpha=0.8, extent=[minx, maxx, miny, maxy])\n",
+    "\n",
+    "    # Plot geom on top of the cropped image\n",
+    "    plt.plot(*geom.exterior.xy, color=\"blue\")\n",
+    "\n",
+    "    # Add a legend for the loss_image\n",
+    "    cbar = plt.colorbar()\n",
+    "    tick_locator = ticker.MaxNLocator(nbins=max(loss_image.flatten()))\n",
+    "    cbar.locator = tick_locator\n",
+    "    cbar.update_ticks()\n",
+    "\n",
+    "    cbar.set_label(\"Year for the forest to non-forest transition\")\n",
+    "\n",
+    "    plt.title(\"Forest Extent\")\n",
+    "    plt.xlabel(\"Longitude\")\n",
+    "    plt.ylabel(\"Latitude\")\n",
+    "\n",
+    "    plt.text(\n",
+    "        0.11,\n",
+    "        -0.005,\n",
+    "        \"Source: Hansen/UMD/Google/USGS/NASA\",\n",
+    "        fontsize=7,\n",
+    "        transform=plt.gcf().transFigure,\n",
+    "    )\n",
+    "\n",
+    "    plt.show()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "b334b0e1",
+   "metadata": {},
+   "source": [
+    "### Plot the `treecover2000` and `lossyear` rasters"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "223eef5c",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "treecover2000 = runs[0].output[\"merged_raster\"][0]\n", + "lossyear = runs[1].output[\"merged_raster\"][0]\n", + "\n", + "plot_hansen_map(treecover2000, lossyear, geom, time_range[0].year)" + ] + }, + { + "cell_type": "markdown", + "id": "a8be22b0", + "metadata": {}, + "source": [ + "### Plot the proportion of forest/non-forest pixels\n", + "\n", + "In the next cell, the proportion of forest/non-forest pixels is plotted. This is done by analyzing the `lossyear` raster, which represents forest loss over time. The cell calculates the ratio of forest pixels to total pixels within the specified geometry. Then, a pie chart is created using matplotlib to visually compare the proportion of forest and non-forest pixels. Finally, we show the loss table over time in case the user wants to access the values used to plot the graphs." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "b1be08cf", + "metadata": {}, + "outputs": [], + "source": [ + "def read_loss_dict(lossyear: Raster, geom: shpg.Polygon, nodata: int = 255):\n", + " # Read the raster\n", + " loss_image = read_raster(cast(Raster, lossyear), geom, nodata=nodata)[0][0]\n", + "\n", + " # Count the frequency of each value in the loss_image\n", + " unique, counts = np.unique(loss_image, return_counts=True)\n", + "\n", + " loss_dict = {uni: count for uni, count in zip(unique, counts)}\n", + "\n", + " # Delete 255 from the dictionary\n", + " del loss_dict[nodata]\n", + "\n", + " return loss_dict\n", + "\n", + "\n", + "def plot_forest_ratio(lossyear: Raster, geom: shpg.Polygon):\n", + " # Read the raster\n", + "\n", + " loss_dict = read_loss_dict(lossyear, geom)\n", + "\n", + " # Amount of pixels\n", + " total_pixels = sum(loss_dict.values())\n", + "\n", + " # Forest Pixels\n", + " forest_pixels = loss_dict[0]\n", + " forest_ratio = forest_pixels / total_pixels\n", + "\n", + " # Plot a matplotlib pie chart comparing forest and not forest pixels\n", + " labels = \"Forest\", \"Not Forest\"\n", + "\n", + " sizes = [forest_ratio, 1 - forest_ratio]\n", + "\n", + " fig1, ax1 = plt.subplots()\n", + " ax1.pie(sizes, labels=labels, autopct=\"%1.1f%%\", startangle=90)\n", + " ax1.axis(\"equal\")\n", + "\n", + " # Title\n", + " plt.title(\"Forest/Non-Forest pixels proportion\")\n", + "\n", + " plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "7e73283c", + "metadata": {}, + "source": [ + "### Plot the Forest/Non-Forest pie chart" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "7fe9a3ef", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plot_forest_ratio(lossyear, geom)" + ] + }, + { + "cell_type": "markdown", + "id": "ec65f6ba", + "metadata": {}, + "source": [ + "### Plot the Forest change over time\n", + "\n", + "In the next cell, we create a `plot_forest_loss` function that takes a raster image of forest loss per year and a polygon geometry as inputs. It reads the raster data and calculates the percentage of total forest loss for each year. The function then generates a bar plot with the percentage of forest loss for each year in the dataset." + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "0354f1bb", + "metadata": {}, + "outputs": [], + "source": [ + "def plot_forest_loss(lossyear: Raster, geom: shpg.Polygon):\n", + " # Read the raster\n", + " loss_dict = read_loss_dict(lossyear, geom)\n", + "\n", + " # Amount of pixels\n", + " total_pixels = sum(loss_dict.values())\n", + "\n", + " # Pixel count\n", + " new_values = {key: 100 * loss_dict[key] / total_pixels for key in loss_dict}\n", + "\n", + " # Remove the key 0 as it is not a loss. It is the forest\n", + " # pixels that have not been lost.\n", + " new_values.pop(0, None)\n", + "\n", + " # Create lists of the years and pixel counts\n", + " years = list(new_values.keys())\n", + " years = [year + time_range[0].year for year in years]\n", + "\n", + " pixel_counts = list(new_values.values())\n", + "\n", + " # Create a bar plot\n", + " plt.bar(years, pixel_counts)\n", + "\n", + " # Set the labels for the x and y axes\n", + " plt.xlabel(\"Year\")\n", + " plt.ylabel(\"Forest Loss (%)\")\n", + " plt.title(\"Forest to Non-Forest affected area (%) over time\")\n", + "\n", + " # Set x-axis to only use integer values\n", + " ax = plt.gca()\n", + " ax.xaxis.set_major_locator(MaxNLocator(integer=True))\n", + "\n", + " plt.xticks(range(min(years), max(years) + 1), rotation=90)\n", + "\n", + " # Show the plot\n", + " plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "0065c6e2", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plot_forest_loss(lossyear, geom)" + ] + }, + { + "cell_type": "markdown", + "id": "b7e20044", + "metadata": {}, + "source": [ + "### Displaying the Forest Loss Pixels Over Time\n", + "\n", + "Finally, create a function that reads the forest loss data for each year and plots a table showing the pixel count for each respective year." + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "eb6bc18d", + "metadata": {}, + "outputs": [], + "source": [ + "def show_loss_table(lossyear: Raster, geom: shpg.Polygon):\n", + " # Read the raster\n", + " loss_dict = read_loss_dict(lossyear, geom)\n", + "\n", + " # Create a dictionary with the loss_dict values\n", + " data = {\n", + " \"Year\": [year + time_range[0].year for year in list(loss_dict.keys())[1:]],\n", + " \"#Pixels\": list(loss_dict.values())[1:],\n", + " }\n", + "\n", + " # Create a dataframe from the dictionary\n", + " df_loss = pd.DataFrame(data)\n", + "\n", + " # Sort the dataframe by the 'Year' column\n", + " df_loss = df_loss.sort_values(\"Year\")\n", + "\n", + " # Reset the index of the dataframe\n", + " df_loss = df_loss.reset_index(drop=True)\n", + "\n", + " # Amount of pixels\n", + " total_pixels = sum(loss_dict.values())\n", + "\n", + " return total_pixels, df_loss" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "01810a05", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Total pixels: 1786\n", + "\n" + ] + }, + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " Year #Pixels\n", + "0 2001 23\n", + "1 2004 3\n", + "2 2007 98\n", + "3 2008 2\n", + "4 2011 2\n", + "5 2012 244\n", + "6 2013 28\n", + "7 2016 183\n", + "8 2017 68\n", + "9 2019 1" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "total_pixels, df_loss = show_loss_table(lossyear, geom)\n", + "\n", + "print(f\"Total pixels: {total_pixels}\\n\")\n", + "\n", + "# Print the dataframe without the indexes\n", + "df_loss" + ] + } + ], + "metadata": { + "description": "This notebook contains functions to download and process the Global Forest Change (Hansen) maps.", + "disk_space": "", + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.18" + }, + "name": "Download Global Forest Change (Hansen) maps.", + "running_time": "", + "tags": [ + "Remote Sensing", + "Deforestation", + "Sustainability" + ] + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/notebooks/forest/forest_change_detection.ipynb b/notebooks/forest/forest_change_detection.ipynb index 6261efde..b21c78a7 100644 --- a/notebooks/forest/forest_change_detection.ipynb +++ b/notebooks/forest/forest_change_detection.ipynb @@ -1,901 +1,893 @@ { - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Detecting Forest Changes with FarmVibes.AI\n", - "\n", - "This notebook demonstrates how to detect forest changes in ALOS PALSAR 2.1 Forest/Non-Forest maps using FarmVibes.AI. The reader can check [this notebook](./download_alos_forest_map.ipynb) to see how to download and visualize ALOS forest maps.\n", - "\n", - "This notebook is divided into the following sections:\n", - "\n", - "1. **Workflow setup**: It checks the workflow documentation using the FarmVibes.AI python client, and define the evaluation geometry and time range.\n", - "2. **Running the workflow**: The section shows how to execute the forest changes workflow and provide its parameters.\n", - "3. **Interpreting the results**. Finally, we will visualize and discuss the results." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Micromamba environment setup\n", - "To install the required packages, see [this README file](../README.md). You can activate the environment with the following command:\n", - "```bash\n", - "$ micromamba activate farmvibes-ai\n", - "```" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## 1. Workflow setup\n", - "\n", - "In this Jupyter notebook, we are going to run the `forest_ai/deforestation/forest_change_detection` workflow in FarmVibes.AI, \n", - "designed to analyze changes in forest coverage over a specific time range within a user-defined geographical area. \n", - "The next cells will document the workflow using the FarmVibes.AI default client and define the user input (geometry + time-range).\n" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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-                            "
Workflow: forest_ai/deforestation/alos_trend_detection\n",
-                            "
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\n",
-                            "Description:\n",
-                            "
\n" - ], - "text/plain": [ - "\n", - "\u001b[1;32mDescription:\u001b[0m\n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
    Detects increase/decrease trends in forest pixel levels over the user-input geometry and time   \n",
-                            "    range for the ALOS forest map. This workflow combines the alos_forest_extent_download_merge and \n",
-                            "    ordinal_trend_detection workflows to detect increase/decrease trends in the forest pixel levels \n",
-                            "    over the user-provided geometry and time range for the ALOS forest map. The ALOS PALSAR 2.1     \n",
-                            "    Forest/Non-Forest Maps are downloaded in the alos_forest_extent_download_merge workflow.  Then  \n",
-                            "    the ordinal_trend_detection workflow clips the ordinal raster to the user-provided geometry and \n",
-                            "    time range and determines if there is an increasing or decreasing trend in the forest pixel     \n",
-                            "    levels over them. alos_trend_detection uses the Cochran-Armitage test to detect trends in the   \n",
-                            "    forest levels over the years.  The null hypothesis is that there is no trend in the pixel levels\n",
-                            "    over the list of rasters. The alternative hypothesis is that there is a trend in the forest     \n",
-                            "    pixel levels over the list of rasters (one for each year). It returns a p-value and a z-score.  \n",
-                            "    If the p-value is less than some significance level, the null hypothesis is rejected and the    \n",
-                            "    alternative hypothesis is accepted. If the z-score is positive, the trend is increasing.  If the\n",
-                            "    z-score is negative, the trend is decreasing.                                                   \n",
-                            "
\n" - ], - "text/plain": [ - " Detects increase/decrease trends in forest pixel levels over the user-input geometry and time \n", - " range for the ALOS forest map. This workflow combines the alos_forest_extent_download_merge and \n", - " ordinal_trend_detection workflows to detect increase/decrease trends in the forest pixel levels \n", - " over the user-provided geometry and time range for the ALOS forest map. The ALOS PALSAR 2.1 \n", - " Forest/Non-Forest Maps are downloaded in the alos_forest_extent_download_merge workflow. Then \n", - " the ordinal_trend_detection workflow clips the ordinal raster to the user-provided geometry and \n", - " time range and determines if there is an increasing or decreasing trend in the forest pixel \n", - " levels over them. alos_trend_detection uses the Cochran-Armitage test to detect trends in the \n", - " forest levels over the years. The null hypothesis is that there is no trend in the pixel levels\n", - " over the list of rasters. The alternative hypothesis is that there is a trend in the forest \n", - " pixel levels over the list of rasters (one for each year). It returns a p-value and a z-score. \n", - " If the p-value is less than some significance level, the null hypothesis is rejected and the \n", - " alternative hypothesis is accepted. If the z-score is positive, the trend is increasing. If the\n", - " z-score is negative, the trend is decreasing. \n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
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    - user_input (vibe_core.data.core_types.DataVibe): Time range and geometry of interest.         \n",
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-                            "Sinks:\n",
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    - merged_raster (vibe_core.data.rasters.Raster): Merged raster of the ALOS PALSAR 2.1           \n",
-                            "    Forest/Non-Forest Map for the user-provided geometry and time range.                            \n",
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    - categorical_raster (vibe_core.data.rasters.CategoricalRaster): Categorical raster of the ALOS \n",
-                            "    PALSAR 2.1 Forest/Non-Forest Map for the user-provided geometry and time range before the merge \n",
-                            "    operation.                                                                                      \n",
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    - recoded_raster (vibe_core.data.rasters.Raster): Recoded raster of the ALOS PALSAR 2.1         \n",
-                            "    Forest/Non-Forest Map for the user-provided geometry and time range.                            \n",
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    - clipped_raster (vibe_core.data.rasters.Raster): Clipped ordinal raster for the user-provided  \n",
-                            "    geometry and time range.                                                                        \n",
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    - trend_test_result (vibe_core.data.core_types.OrdinalTrendTest): Cochran-armitage test results \n",
-                            "    composed of p-value and z-score.                                                                \n",
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    - pc_key (default: None): Planetary Computer API key.                                           \n",
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    - from_values (default: task defined): Values to recode from.                                   \n",
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-                            "Tasks:\n",
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    - alos_forest_extent_download_merge: Downloads Advanced Land Observing Satellite (ALOS)         \n",
-                            "    forest/non-forest classification map and merges it into a single raster.                        \n",
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\n" - ], - "text/plain": [ - " - \u001b[1malos_forest_extent_download_merge\u001b[0m: Downloads Advanced Land Observing Satellite (ALOS) \n", - " forest/non-forest classification map and merges it into a single raster. \n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
    - ordinal_trend_detection: Detects increase/decrease trends in the pixel levels over the        \n",
-                            "    user-input geometry and time range.                                                             \n",
-                            "
\n" - ], - "text/plain": [ - " - \u001b[1mordinal_trend_detection\u001b[0m: Detects increase/decrease trends in the pixel levels over the \n", - " user-input geometry and time range. \n" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "import sys\n", - "\n", - "from shapely.geometry import box\n", - "from shapely import geometry as shpg\n", - "from typing import cast\n", - "from datetime import datetime\n", - "\n", - "import pandas as pd\n", - "import numpy as np\n", - "\n", - "from matplotlib import pyplot as plt\n", - "from typing import Optional, List\n", - "\n", - "from vibe_core.client import get_default_vibe_client\n", - "from vibe_core.data import CategoricalRaster, Raster\n", - "from vibe_core.data import CategoricalRaster\n", - "\n", - "sys.path.append(\"../\")\n", - "from shared_nb_lib.raster import read_raster\n", - "from shared_nb_lib.plot import plot_categorical_maps\n", - "\n", - "\n", - "# Create the FarmVibes.AI default client\n", - "client = get_default_vibe_client()\n", - "\n", - "WORKFLOW_NAME = \"forest_ai/deforestation/alos_trend_detection\"\n", - "client.document_workflow(WORKFLOW_NAME)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Workflow discussion\n", - "\n", - "The workflow tasks involve downloading Advanced Land Observing Satellite (ALOS) forest/non-forest classification maps and merging them into a single raster (`alos_forest_extent_download_merge`). The ALOS products are clipped to the user's geometry (`clip`), and the result is used to calculate the cochran-armitage trend test (`trend_rest_result`). This test checks if there has been a statistically significant trend in the forest distribution over time.\n", - "\n", - "The `user_input` is composed of a geometry and a time-range, which will be defined in the next cell.\n", - "\n", - "As output (`sinks`), the workflow provides a list of merged rasters (`merged_raster`) that encompass the user input geometry for each year defined in the time-range, the products are available in the [Planetary Computer dataset](https://planetarycomputer.microsoft.com/dataset/alos-fnf-mosaic).\n", - "It also produces a list of categorical rasters (`categorical_raster`) that intersect with the user-provided geometry and time range. The distinction between `categorical_raster` and `merged_raster` is that multiple `categorical_raster` tiles can be combined to form the `merged_raster` if the user's geometry intersects with more than one forest tile. The `recoded_raster` contains the rasters with the recoded values for the forest maps. Finally, `trend_rest_result` determines whether the pixel distribution has changed over time. This is useful for determining if there is statistical evidence of trend in the forest area over time. This change could represent either an increase or decrease in the frequency of forest pixels (i.e., only changes are detected).\n", - "\n", - "The workflow parameters are the Planetary Computer API key (`pc_key`) and the recode rasters parameters that are used to map the values from the dataset raster to the recoded raster. For example, if the original raster has values `(2, 1, 3, 4, 5)` and assuming the default values of `from_values` and `to_values` are respectively `[1, 2, 3, 4, 5]` and `[6, 7, 8, 9, 10`], the recoded raster will have values `(7, 6, 8, 9, 10)`.\n", - "\n", - "\n" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "geo_json = {\n", - " \"type\": \"Feature\",\n", - " \"geometry\": {\n", - " \"type\": \"Polygon\",\n", - " \"coordinates\": [\n", - " [\n", - " [-86.783827, 14.565498],\n", - " [-86.780459, 14.569303],\n", - " [-86.774283, 14.565106],\n", - " [-86.779591, 14.557595],\n", - " [-86.783827, 14.565498],\n", - " ]\n", - " ],\n", - " },\n", - " \"properties\": {},\n", - "}\n", - "\n", - "\n", - "geom = shpg.shape(geo_json[\"geometry\"])\n", - "time_range = ((datetime(2017, 1, 1), datetime(2020, 12, 31)))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## 2. Running the Workflow\n", - "\n", - "Observe that we pass the geometry and time-range as workflow inputs, along with the following parameters:\n", - "\n", - "* `pc_key`: This corresponds to the Planetary Computer API key, which is useful for downloading planetary computer imagery.\n", - "* `from_values`: Values to recode from, for the ALOS dataset the default value is `[4, 3, 0, 2, 1]`.\n", - "* `to_values`: Values to recode to, `[0, 0, 0, 1, 1]` are the default values for the ALOS dataset.\n", - "\n", - "\n", - "For this particular case, we are mapping the forest values from [ALOS dataset](https://planetarycomputer.microsoft.com/dataset/alos-fnf-mosaic) to `1` and `2` depending on the canopy cover level and everything else to `0`.\n", - "\n", - "| Encoded Value | Description | Recoded Value (Forest-Level) | Recoded Value Semantics |\n", - "| ------------- | ----------- | ----------- | --------------|\n", - "| 0 | No data | 0 | Non-Forest |\n", - "| 1 | Forest (>90% canopy cover) | 2 | Dense-Forest |\n", - "| 2 | Forest (10-90% canopy cover) | 1 | Forest |\n", - "| 3 | Non-forest | 0 | Non-Forest |\n", - "| 4 | Water | 0 | Non-Forest |\n", - "\n", - "Please check the [workflow documentation page](https://microsoft.github.io/farmvibes-ai/docfiles/markdown/WORKFLOWS.html) to see how parameters are provided. Also, refer to the [SECRETS documentation](https://microsoft.github.io/farmvibes-ai/docfiles/markdown/SECRETS.html) to learn how a secret can be added to the FarmVibes.AI cluster.\n" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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-                            "Output()"
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-            "source": [
-                "# Execute the workflow\n",
-                "run = client.run(\n",
-                "    WORKFLOW_NAME,\n",
-                "    \"Forest Change Detection\",\n",
-                "    geometry=geom,\n",
-                "    time_range=time_range,\n",
-                "    parameters={\n",
-                "        \"pc_key\": \"@SECRET(eywa-secrets, pc-sub-key)\",\n",
-                "        \"from_values\": [4, 3, 0, 2, 1],\n",
-                "        \"to_values\": [0, 0, 0, 1, 2]\n",
-                "    },\n",
-                ")\n",
-                "run.monitor()"
-            ]
-        },
-        {
-            "cell_type": "markdown",
-            "metadata": {},
-            "source": [
-                "## 3. Interpreting the results\n",
-                "\n",
-                "The `trend_rest_result` is an output from the workflow run, which performs a trend test (Cochan-Armitage). The result of this test includes a `csv` file containing a contingency table, which shows the distribution of pixel counts across the different categories of land cover for each year. This allows us to observe how the distribution of pixel categories has changed over time."
-            ]
-        },
-        {
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-            "execution_count": 4,
-            "metadata": {},
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" - ], - "text/plain": [ - " 2017/01/01-2017/12/31 2018/01/01-2018/12/31 \\\n", - "category \n", - "Non-Forest 178.0 49.0 \n", - "Forest 675.0 628.0 \n", - "Dense-forest 273.0 449.0 \n", - "\n", - " 2019/01/01-2019/12/31 2020/01/01-2020/12/31 \n", - "category \n", - "Non-Forest 107.0 69.0 \n", - "Forest 553.0 363.0 \n", - "Dense-forest 466.0 694.0 " - ] - }, - "execution_count": 4, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "trend_test_test_results = run.output[\"trend_test_result\"][0] # type: ignore\n", - "df = pd.read_csv(trend_test_test_results.assets[0].path_or_url, index_col=0) # type: ignore\n", - "\n", - "\n", - "level_names = [\"Non-Forest\", \"Forest\", \"Dense-forest\"]\n", - "index = dict(zip(df.index, level_names))\n", - "df.index = df.index.map(index)\n", - "df" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Read the output data\n", - "\n", - "In the next cell, we adopt the user-provided geometry to read the output raster and create some buffer around it." - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [], - "source": [ - "# Define your geometry\n", - "bounding_box = box(*geom.buffer(0.01).bounds)\n", - "\n", - "# Get the bounds of the geometry\n", - "minx, miny, maxx, maxy = bounding_box.bounds\n", - "\n", - "merged_rasters = run.output[\"merged_raster\"]\n", - "categories = cast(CategoricalRaster, run.output[\"categorical_raster\"][0]).categories\n", - "forest_images = []\n", - "\n", - "for raster in merged_rasters:\n", - " merged_raster = cast(Raster, raster)\n", - " forest_images.append(read_raster(merged_raster, bounding_box)[0][0])" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Plot the result map\n", - "\n", - "Finally, we plot the raster images with the existing categories and the user-provided geometry (red area within the plot)." - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "color_dict = {\n", - " 0: \"black\",\n", - " 1: \"darkgreen\",\n", - " 2: \"lightgreen\",\n", - " 3: \"gray\",\n", - " 4: \"blue\",\n", - "}\n", - "\n", - "titles = [\n", - " str(raster.time_range[0].year)\n", - " for raster in run.output[\"merged_raster\"]\n", - "]\n", - "\n", - "plot_categorical_maps(\n", - " forest_images,\n", - " color_dict,\n", - " categories,\n", - " titles=titles,\n", - " suptitle=\"ALOS Forest Map\",\n", - " geom_exterior=geom.exterior.xy,\n", - " extent=[minx, maxx, miny, maxy],\n", - " figsize=(10, 7),\n", - " xlabel=\"Longitude\",\n", - " ylabel=\"Latitude\",\n", - ")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Read the ordinal raster data" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [], - "source": [ - "recoded_rasters = run.output[\"recoded_raster\"]\n", - "forest_images = []\n", - "\n", - "for raster in recoded_rasters:\n", - " ordinal_raster = cast(Raster, raster)\n", - " forest_images.append(read_raster(ordinal_raster, bounding_box)[0][0])" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "#### Present the results using plot\n", - "\n", - "Although we've observed a change in the frequency of forest pixels over the years, we can use statistical testing to determine whether there is a significant trend in the forest change or it is simply the result of random fluctuations in the data. " - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "def plot_pixel_distribution(\n", - " df: pd.DataFrame,\n", - " highlight_column: Optional[int] = None,\n", - " ax: Optional[plt.Axes] = None,\n", - " use_legend: bool = True,\n", - " colors: Optional[List[\"str\"]] = None,\n", - " title: Optional[str] = \"Pixel Distribution Over Time\",\n", - "):\n", - " filtered_df = df.copy()\n", - " # Extract the year from the column names\n", - " filtered_df.columns = [label[:4] for label in filtered_df.columns]\n", - " # Transpose the DataFrame\n", - " df_transposed = filtered_df.transpose()\n", - "\n", - " # Normalize the data so that the pixel counts sum to 100% for each year\n", - " df_normalized = df_transposed.div(df_transposed.sum(axis=1), axis=0) * 100\n", - "\n", - " if colors: \n", - " ax = df_normalized.plot(kind=\"bar\", stacked=True, ax=ax, color=colors)\n", - " else:\n", - " ax = df_normalized.plot(kind=\"bar\", stacked=True, ax=ax)\n", - "\n", - " # Highlight the specified column by setting its alpha to 1\n", - " if highlight_column is not None:\n", - " # Apply alpha to all bars\n", - " for container in ax.containers:\n", - " for bar in container:\n", - " bar.set_alpha(0.3)\n", - "\n", - " for container in ax.containers:\n", - " container[highlight_column].set_alpha(1)\n", - "\n", - " ax.set_title(title)\n", - " ax.set_ylabel(\"Pixel Distribution\")\n", - " ax.set_xlabel(\"Category\")\n", - "\n", - " # Add a legend outside of the plot\n", - " if use_legend:\n", - " ax.legend(bbox_to_anchor=(1.05, 1), loc=\"upper left\") \n", - " else:\n", - " ax.get_legend().remove()\n", - "\n", - " return df_normalized\n", - "\n", - "\n", - "color_dict = {\n", - " 0: \"grey\",\n", - " 1: \"lightgreen\",\n", - " 2: \"darkgreen\",\n", - "}\n", - "\n", - "titles = [str(raster.time_range[0].year) for raster in recoded_rasters]\n", - "\n", - "# We plot the categorical raster pixel distribution again for\n", - "# better visualization of the pixel distribution over time\n", - "plot_categorical_maps(\n", - " forest_images,\n", - " color_dict,\n", - " level_names,\n", - " titles=titles,\n", - " suptitle=\"Recoded ALOS Forest Map\",\n", - " geom_exterior=geom.exterior.xy,\n", - " extent=[minx, maxx, miny, maxy],\n", - " figsize=(10, 7),\n", - " xlabel=\"Longitude\",\n", - " ylabel=\"Latitude\",\n", - ")\n", - "\n", - "# Filter out the \"no data\" category\n", - "filtered_df = df\n", - "colors = [color_dict[level_names.index(cat)] for cat in filtered_df.index]\n", - "# get the corresponding colors\n", - "_ = plot_pixel_distribution(filtered_df, use_legend=True, colors=colors)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Conclusion\n", - "\n", - "Finally, we employed the Cochan-Armitage trend test. This test is specifically designed to determine if there is an increasing/decreasing trend between the two categorical variables. In our case, the two variables are 'forest/non-forest pixels distribution' and 'year'. By applying the trend test, we can quantitatively assess whether the changes we've observed in pixel categories over time are statistically significant, or if they could be attributed to random variation.\n", - "\n", - "The conclusion of this test is printed in the next cell." - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "******* COCHAN-ARMITAGE TREND TEST RESULTS *******\n", - "p-value 6.127822361209561e-60\n", - "significance level 0.05\n", - "z_score 16.329103461498548\n", - "******* CONCLUSION *******\n", - "The null hypothesis is rejected.\n", - "The categorical rasters are positively dependent, so the level of forest cover is increasing.\n" - ] - } - ], - "source": [ - "SIGNIFICANCE_LEVEL = 0.05\n", - "\n", - "print(\"******* COCHAN-ARMITAGE TREND TEST RESULTS *******\")\n", - "print(f\"p-value {trend_test_test_results.p_value}\")\n", - "print(f\"significance level {SIGNIFICANCE_LEVEL}\")\n", - "print(f\"z_score {trend_test_test_results.z_score}\")\n", - "\n", - "print(\"******* CONCLUSION *******\")\n", - "if trend_test_test_results.p_value < SIGNIFICANCE_LEVEL:\n", - " print(\"The null hypothesis is rejected.\")\n", - " \n", - " if trend_test_test_results.z_score > 0:\n", - " print(\"The categorical rasters are positively dependent, so the level of forest cover is increasing.\")\n", - " else:\n", - " print(\"The categorical rasters are negatively dependent, so the level of forest cover is decreasing.\")\n", - "\n", - "else:\n", - " print(\"The null hypothesis is not rejected. The categorical rasters are independent.\")" - ] - } - ], - "metadata": { - "description": "Helps users to detect forest changes", - "disk_space": "", - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.8.18" - }, - "name": "Detecting Forest Changes", - "running_time": "", - "tags": [ - "Remote Sensing", - "Deforestation", - "Sustainability" - ] + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Detecting Forest Changes with FarmVibes.AI\n", + "\n", + "This notebook demonstrates how to detect forest changes in ALOS PALSAR 2.1 Forest/Non-Forest maps using FarmVibes.AI. The reader can check [this notebook](./download_alos_forest_map.ipynb) to see how to download and visualize ALOS forest maps.\n", + "\n", + "This notebook is divided into the following sections:\n", + "\n", + "1. **Workflow setup**: It checks the workflow documentation using the FarmVibes.AI python client, and define the evaluation geometry and time range.\n", + "2. **Running the workflow**: The section shows how to execute the forest changes workflow and provide its parameters.\n", + "3. **Interpreting the results**. Finally, we will visualize and discuss the results." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Micromamba environment setup\n", + "To install the required packages, see [this README file](../README.md). You can activate the environment with the following command:\n", + "```bash\n", + "$ micromamba activate farmvibes-ai\n", + "```" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 1. Workflow setup\n", + "\n", + "In this Jupyter notebook, we are going to run the `forest_ai/deforestation/forest_change_detection` workflow in FarmVibes.AI, \n", + "designed to analyze changes in forest coverage over a specific time range within a user-defined geographical area. \n", + "The next cells will document the workflow using the FarmVibes.AI default client and define the user input (geometry + time-range).\n" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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Workflow: forest_ai/deforestation/alos_trend_detection\n",
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+       "Description:\n",
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    Detects increase/decrease trends in forest pixel levels over the user-input geometry and time   \n",
+       "    range for the ALOS forest map. This workflow combines the alos_forest_extent_download_merge and \n",
+       "    ordinal_trend_detection workflows to detect increase/decrease trends in the forest pixel levels \n",
+       "    over the user-provided geometry and time range for the ALOS forest map. The ALOS PALSAR 2.1     \n",
+       "    Forest/Non-Forest Maps are downloaded in the alos_forest_extent_download_merge workflow.  Then  \n",
+       "    the ordinal_trend_detection workflow clips the ordinal raster to the user-provided geometry and \n",
+       "    time range and determines if there is an increasing or decreasing trend in the forest pixel     \n",
+       "    levels over them. alos_trend_detection uses the Cochran-Armitage test to detect trends in the   \n",
+       "    forest levels over the years.  The null hypothesis is that there is no trend in the pixel levels\n",
+       "    over the list of rasters. The alternative hypothesis is that there is a trend in the forest     \n",
+       "    pixel levels over the list of rasters (one for each year). It returns a p-value and a z-score.  \n",
+       "    If the p-value is less than some significance level, the null hypothesis is rejected and the    \n",
+       "    alternative hypothesis is accepted. If the z-score is positive, the trend is increasing.  If the\n",
+       "    z-score is negative, the trend is decreasing.                                                   \n",
+       "
\n" + ], + "text/plain": [ + " Detects increase/decrease trends in forest pixel levels over the user-input geometry and time \n", + " range for the ALOS forest map. This workflow combines the alos_forest_extent_download_merge and \n", + " ordinal_trend_detection workflows to detect increase/decrease trends in the forest pixel levels \n", + " over the user-provided geometry and time range for the ALOS forest map. The ALOS PALSAR 2.1 \n", + " Forest/Non-Forest Maps are downloaded in the alos_forest_extent_download_merge workflow. Then \n", + " the ordinal_trend_detection workflow clips the ordinal raster to the user-provided geometry and \n", + " time range and determines if there is an increasing or decreasing trend in the forest pixel \n", + " levels over them. alos_trend_detection uses the Cochran-Armitage test to detect trends in the \n", + " forest levels over the years. The null hypothesis is that there is no trend in the pixel levels\n", + " over the list of rasters. The alternative hypothesis is that there is a trend in the forest \n", + " pixel levels over the list of rasters (one for each year). It returns a p-value and a z-score. \n", + " If the p-value is less than some significance level, the null hypothesis is rejected and the \n", + " alternative hypothesis is accepted. If the z-score is positive, the trend is increasing. If the\n", + " z-score is negative, the trend is decreasing. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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+       "Sources:\n",
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    - user_input (vibe_core.data.core_types.DataVibe): Time range and geometry of interest.         \n",
+       "
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\n",
+       "Sinks:\n",
+       "
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    - merged_raster (vibe_core.data.rasters.Raster): Merged raster of the ALOS PALSAR 2.1           \n",
+       "    Forest/Non-Forest Map for the user-provided geometry and time range.                            \n",
+       "
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    - categorical_raster (vibe_core.data.rasters.CategoricalRaster): Categorical raster of the ALOS \n",
+       "    PALSAR 2.1 Forest/Non-Forest Map for the user-provided geometry and time range before the merge \n",
+       "    operation.                                                                                      \n",
+       "
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    - recoded_raster (vibe_core.data.rasters.Raster): Recoded raster of the ALOS PALSAR 2.1         \n",
+       "    Forest/Non-Forest Map for the user-provided geometry and time range.                            \n",
+       "
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    - clipped_raster (vibe_core.data.rasters.Raster): Clipped ordinal raster for the user-provided  \n",
+       "    geometry and time range.                                                                        \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mclipped_raster\u001b[0m (\u001b[34mvibe_core.data.rasters.Raster\u001b[0m): Clipped ordinal raster for the user-provided \n", + " geometry and time range. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - trend_test_result (vibe_core.data.core_types.OrdinalTrendTest): Cochran-armitage test results \n",
+       "    composed of p-value and z-score.                                                                \n",
+       "
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+       "Parameters:\n",
+       "
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    - pc_key (default: None): Planetary Computer API key.                                           \n",
+       "
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    - from_values (default: task defined): Values to recode from.                                   \n",
+       "
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    - to_values (default: task defined): Values to recode to.                                       \n",
+       "
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\n",
+       "Tasks:\n",
+       "
\n" + ], + "text/plain": [ + "\n", + "\u001b[1;32mTasks:\u001b[0m\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - alos_forest_extent_download_merge: Downloads Advanced Land Observing Satellite (ALOS)         \n",
+       "    forest/non-forest classification map and merges it into a single raster.                        \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1malos_forest_extent_download_merge\u001b[0m: Downloads Advanced Land Observing Satellite (ALOS) \n", + " forest/non-forest classification map and merges it into a single raster. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - ordinal_trend_detection: Detects increase/decrease trends in the pixel levels over the        \n",
+       "    user-input geometry and time range.                                                             \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mordinal_trend_detection\u001b[0m: Detects increase/decrease trends in the pixel levels over the \n", + " user-input geometry and time range. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from datetime import datetime\n", + "from typing import List, Optional, cast\n", + "\n", + "import pandas as pd\n", + "from matplotlib import pyplot as plt\n", + "from shapely import geometry as shpg\n", + "from shapely.geometry import box\n", + "\n", + "from vibe_core.client import get_default_vibe_client\n", + "from vibe_core.data import CategoricalRaster, Raster\n", + "from vibe_notebook.plot import plot_categorical_maps\n", + "from vibe_notebook.raster import read_raster\n", + "\n", + "# Create the FarmVibes.AI default client\n", + "client = get_default_vibe_client()\n", + "\n", + "WORKFLOW_NAME = \"forest_ai/deforestation/alos_trend_detection\"\n", + "client.document_workflow(WORKFLOW_NAME)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Workflow discussion\n", + "\n", + "The workflow tasks involve downloading Advanced Land Observing Satellite (ALOS) forest/non-forest classification maps and merging them into a single raster (`alos_forest_extent_download_merge`). The ALOS products are clipped to the user's geometry (`clip`), and the result is used to calculate the cochran-armitage trend test (`trend_rest_result`). This test checks if there has been a statistically significant trend in the forest distribution over time.\n", + "\n", + "The `user_input` is composed of a geometry and a time-range, which will be defined in the next cell.\n", + "\n", + "As output (`sinks`), the workflow provides a list of merged rasters (`merged_raster`) that encompass the user input geometry for each year defined in the time-range, the products are available in the [Planetary Computer dataset](https://planetarycomputer.microsoft.com/dataset/alos-fnf-mosaic).\n", + "It also produces a list of categorical rasters (`categorical_raster`) that intersect with the user-provided geometry and time range. The distinction between `categorical_raster` and `merged_raster` is that multiple `categorical_raster` tiles can be combined to form the `merged_raster` if the user's geometry intersects with more than one forest tile. The `recoded_raster` contains the rasters with the recoded values for the forest maps. Finally, `trend_rest_result` determines whether the pixel distribution has changed over time. This is useful for determining if there is statistical evidence of trend in the forest area over time. This change could represent either an increase or decrease in the frequency of forest pixels (i.e., only changes are detected).\n", + "\n", + "The workflow parameters are the Planetary Computer API key (`pc_key`) and the recode rasters parameters that are used to map the values from the dataset raster to the recoded raster. For example, if the original raster has values `(2, 1, 3, 4, 5)` and assuming the default values of `from_values` and `to_values` are respectively `[1, 2, 3, 4, 5]` and `[6, 7, 8, 9, 10`], the recoded raster will have values `(7, 6, 8, 9, 10)`.\n", + "\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "geo_json = {\n", + " \"type\": \"Feature\",\n", + " \"geometry\": {\n", + " \"type\": \"Polygon\",\n", + " \"coordinates\": [\n", + " [\n", + " [-86.783827, 14.565498],\n", + " [-86.780459, 14.569303],\n", + " [-86.774283, 14.565106],\n", + " [-86.779591, 14.557595],\n", + " [-86.783827, 14.565498],\n", + " ]\n", + " ],\n", + " },\n", + " \"properties\": {},\n", + "}\n", + "\n", + "\n", + "geom = shpg.shape(geo_json[\"geometry\"])\n", + "time_range = (datetime(2017, 1, 1), datetime(2020, 12, 31))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 2. Running the Workflow\n", + "\n", + "Observe that we pass the geometry and time-range as workflow inputs, along with the following parameters:\n", + "\n", + "* `pc_key`: This corresponds to the Planetary Computer API key, which is useful for downloading planetary computer imagery.\n", + "* `from_values`: Values to recode from, for the ALOS dataset the default value is `[4, 3, 0, 2, 1]`.\n", + "* `to_values`: Values to recode to, `[0, 0, 0, 1, 1]` are the default values for the ALOS dataset.\n", + "\n", + "\n", + "For this particular case, we are mapping the forest values from [ALOS dataset](https://planetarycomputer.microsoft.com/dataset/alos-fnf-mosaic) to `1` and `2` depending on the canopy cover level and everything else to `0`.\n", + "\n", + "| Encoded Value | Description | Recoded Value (Forest-Level) | Recoded Value Semantics |\n", + "| ------------- | ----------- | ----------- | --------------|\n", + "| 0 | No data | 0 | Non-Forest |\n", + "| 1 | Forest (>90% canopy cover) | 2 | Dense-Forest |\n", + "| 2 | Forest (10-90% canopy cover) | 1 | Forest |\n", + "| 3 | Non-forest | 0 | Non-Forest |\n", + "| 4 | Water | 0 | Non-Forest |\n", + "\n", + "Please check the [workflow documentation page](https://microsoft.github.io/farmvibes-ai/docfiles/markdown/WORKFLOWS.html) to see how parameters are provided. Also, refer to the [SECRETS documentation](https://microsoft.github.io/farmvibes-ai/docfiles/markdown/SECRETS.html) to learn how a secret can be added to the FarmVibes.AI cluster.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "671c2cedcf4a49b2a183d9014f732178",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Output()"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
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+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# Execute the workflow\n",
+    "run = client.run(\n",
+    "    WORKFLOW_NAME,\n",
+    "    \"Forest Change Detection\",\n",
+    "    geometry=geom,\n",
+    "    time_range=time_range,\n",
+    "    parameters={\n",
+    "        \"pc_key\": \"@SECRET(eywa-secrets, pc-sub-key)\",\n",
+    "        \"from_values\": [4, 3, 0, 2, 1],\n",
+    "        \"to_values\": [0, 0, 0, 1, 2],\n",
+    "    },\n",
+    ")\n",
+    "run.monitor()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## 3. Interpreting the results\n",
+    "\n",
+    "The `trend_rest_result` is an output from the workflow run, which performs a trend test (Cochan-Armitage). The result of this test includes a `csv` file containing a contingency table, which shows the distribution of pixel counts across the different categories of land cover for each year. This allows us to observe how the distribution of pixel categories has changed over time."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "
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" + ], + "text/plain": [ + " 2017/01/01-2017/12/31 2018/01/01-2018/12/31 \\\n", + "category \n", + "Non-Forest 178.0 49.0 \n", + "Forest 675.0 628.0 \n", + "Dense-forest 273.0 449.0 \n", + "\n", + " 2019/01/01-2019/12/31 2020/01/01-2020/12/31 \n", + "category \n", + "Non-Forest 107.0 69.0 \n", + "Forest 553.0 363.0 \n", + "Dense-forest 466.0 694.0 " + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "trend_test_test_results = run.output[\"trend_test_result\"][0] # type: ignore\n", + "df = pd.read_csv(trend_test_test_results.assets[0].path_or_url, index_col=0) # type: ignore\n", + "\n", + "\n", + "level_names = [\"Non-Forest\", \"Forest\", \"Dense-forest\"]\n", + "index = dict(zip(df.index, level_names))\n", + "df.index = df.index.map(index)\n", + "df" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Read the output data\n", + "\n", + "In the next cell, we adopt the user-provided geometry to read the output raster and create some buffer around it." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "# Define your geometry\n", + "bounding_box = box(*geom.buffer(0.01).bounds)\n", + "\n", + "# Get the bounds of the geometry\n", + "minx, miny, maxx, maxy = bounding_box.bounds\n", + "\n", + "merged_rasters = run.output[\"merged_raster\"]\n", + "categories = cast(CategoricalRaster, run.output[\"categorical_raster\"][0]).categories\n", + "forest_images = []\n", + "\n", + "for raster in merged_rasters:\n", + " merged_raster = cast(Raster, raster)\n", + " forest_images.append(read_raster(merged_raster, bounding_box)[0][0])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Plot the result map\n", + "\n", + "Finally, we plot the raster images with the existing categories and the user-provided geometry (red area within the plot)." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "color_dict = {\n", + " 0: \"black\",\n", + " 1: \"darkgreen\",\n", + " 2: \"lightgreen\",\n", + " 3: \"gray\",\n", + " 4: \"blue\",\n", + "}\n", + "\n", + "titles = [str(raster.time_range[0].year) for raster in run.output[\"merged_raster\"]]\n", + "\n", + "plot_categorical_maps(\n", + " forest_images,\n", + " color_dict,\n", + " categories,\n", + " titles=titles,\n", + " suptitle=\"ALOS Forest Map\",\n", + " geom_exterior=geom.exterior.xy,\n", + " extent=[minx, maxx, miny, maxy],\n", + " figsize=(10, 7),\n", + " xlabel=\"Longitude\",\n", + " ylabel=\"Latitude\",\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Read the ordinal raster data" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "recoded_rasters = run.output[\"recoded_raster\"]\n", + "forest_images = []\n", + "\n", + "for raster in recoded_rasters:\n", + " ordinal_raster = cast(Raster, raster)\n", + " forest_images.append(read_raster(ordinal_raster, bounding_box)[0][0])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Present the results using plot\n", + "\n", + "Although we've observed a change in the frequency of forest pixels over the years, we can use statistical testing to determine whether there is a significant trend in the forest change or it is simply the result of random fluctuations in the data. " + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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vXh2JiYmYOXOm3dhzR/7+/gD+uU4BYO/evdi9e7fg9mvWrLGObQeAffv2Ye/evejZs6eifBIRkXEwgkxERHYmTpyI/v37Y+HChRg5ciQ+/fRTPPLII2jYsCGGDx+OatWq4erVq9i9ezdSUlJw+PBh6+dWrFiB/v374/nnn8dDDz2EW7du4ccff8Tnn3+Oxo0b46WXXsK8efMwdOhQHDx4ENHR0VixYgV27tyJxMRE63jbPn36oG3btoiPj8e5c+dQr149rFq1Cunp6QXyKzV/kyZNwtdff40ePXrg1VdftS7zZIlqi1m6dCnMZjMef/xxwfd79eqFgIAALFmyxG6c8+bNm5GVlVVg+759+6J9+/Z47733MH78eDRq1AhDhw5FhQoVcOLECXzxxRfIy8vDunXr7JbceuKJJ1C1alX06dMH1atXx507d7Bp0yb89NNPaNGiBfr06ePi2xXXuHFjDBkyBP/5z3+QlpaGDh06YN++fVi0aBH69u2LTp06uUxj4sSJ+PHHH/HYY49h6NCheOihh3Dnzh38+eefWLFiBc6dO4cyZcrgxRdfxK1bt9C5c2dUqlQJ58+fx8cff4wmTZpYo9dNmjSBv78/Zs+ejfT0dAQHB6Nz586y1ny2LB0m5rHHHsOqVavQr18/9O7dG2fPnsXnn3+OevXqITMzs8D2NWrUwCOPPIKXX34Z2dnZSExMROnSpZ12KyciIi/iySm0iYjIMyzLPO3fv7/Ae7m5uebq1aubq1evbl2CJzk52Tx48GBzRESEOTAw0FyxYkXzY489Zl6xYoXdZ2/evGkePXq0uWLFiuagoCBzpUqVzEOGDDHfuHHDus3Vq1fNw4YNM5cpU8YcFBRkbtiwod2yTbZpxcbGmkNDQ81hYWHm2NhY8x9//FFgmSc5+Tty5Ii5Q4cO5pCQEHPFihXNb775pnXpJLFlnho2bGiuUqWK6Dnt2LGjuVy5cuYHDx5YlwNy9u/rr7+2fm7btm3mJ554wlymTBlzYGCguUqVKubhw4ebz507V2Af3377rfnZZ581V69e3VykSBFzSEiIuV69euZ///vf1iWyxHTo0MFcv3590W0ePHhgnj59urlq1armwMBAc+XKlc2TJ0+2W0bLbM5f5ql3796Cady+fds8efJkc40aNcxBQUHmMmXKmNu0aWN+7733zPfv3zebzflLZnXr1s1crlw5c1BQkLlKlSrmESNGmFNTU+3S+uKLL8zVqlUz+/v7u1zyyXaZJzFwWOYpLy/P/M4775ijoqLMwcHB5qZNm5rXrl1rHjJkiDkqKsq6ne3yXe+//765cuXK5uDgYHO7du3Mhw8fFt0nERF5B5PZbNOfiIiIiIgEnTt3DlWrVsW7776LCRMmeDo7RESkA45BJiIiIiIiIgIbyEREREREREQA2EAmIiIiIiIiAgBwDDIRERERERERGEEmIiIiIiIiAsAGMhEREREREREANpCJiIiIiIiIALCBTERERERERASADWQiIiIiIiIiAGwgExEREREREQFgA5mIiIiIiIgIABvIRERERERERADYQCYiIiIiIiICwAYyEREREREREQA2kImIiIiIiIgAsIFMREREREREBIANZCIiIiIiIiIAbCATERERERERAWADmYiIiIiIiAgAG8hEREREREREANhAJiIiIiIiIgLABjIRERERERERADaQiYiIiIiIiACwgUxEREREREQEgA1kIiIiIiIiIgBsIBMREREREREBYAOZiIiIiIiICAAbyEREREREREQA2EAmIiIiIiIiAsAGMhEREREREREANpCJiIiIiIiIALCBTERERERERASADWQiIiIiIiIiAGwgExEREREREQFgA5nI5+3fvx+jR49G/fr1UaxYMVSpUgUDBgzAqVOnCmx7/Phx9OjRA8WLF0epUqUQGxuL69evF9ju7bffxuOPP47y5cvDZDIhISFBcN/R0dEwmUyC/2rWrKn1oRIR+RRPlt8AsGnTJnTq1AllypRBeHg4WrZsia+//lrLQyQiMpwAT2eAiPQ1e/Zs7Ny5E/3790ejRo1w5coVfPLJJ2jWrBn27NmDBg0aAABSUlLQvn17hIWF4Z133kFmZibee+89/Pnnn9i3bx+CgoKsab7xxhuIiIhA06ZNsWHDBqf7TkxMRGZmpt1r58+fxxtvvIFu3brpc8BERD7Ck+X3jz/+iL59+6J169ZISEiAyWTC8uXLMXjwYNy4cQPjxo3T/fiJiDzCTEQ+befOnebs7Gy7106dOmUODg42Dxo0yPrayy+/bC5SpIj5/Pnz1tc2btxoBmCeN2+e3efPnj1rNpvN5uvXr5sBmKdNmyY5P2+++aYZgHnnzp3yD4aIqBDxZPn96KOPmiMjI81ZWVnW1x48eGCuXr26uVGjRiqPjIjIuNjFmsjHtWnTxi56AAA1a9ZE/fr1cfz4cetrK1euxGOPPYYqVapYX+vatStq1aqF5cuX230+OjpacX6WLl2KqlWrok2bNorTICIqDDxZfmdkZKBkyZIIDg62vhYQEIAyZcqgSJEiCo6GiMg7sIFMVAiZzWZcvXoVZcqUAQBcunQJ165dQ/PmzQts27JlS/zxxx+a7PePP/7A8ePHMXDgQE3SIyIqbNxVfnfs2BHHjh3DlClTcObMGSQnJ+PNN9/EgQMHMGnSJFXHQERkZByDTFQILVmyBJcuXcKMGTMAAKmpqQCAChUqFNi2QoUKuHXrFrKzs+0iCUr3CwCDBg1SlQ4RUWHlrvJ7ypQpOHv2LN5++2289dZbAICiRYti5cqVeOKJJ1QeBRGRcTGCTFTInDhxAqNGjULr1q0xZMgQAMC9e/cAQLACFRISYreNUnl5eVi2bBmaNm2KunXrqkqLiKgwcmf5HRwcjFq1auHpp5/Gt99+i2+++QbNmzfHc889hz179qg4CiIiY2MEmagQuXLlCnr37o2wsDCsWLEC/v7+AGAdT5adnV3gM1lZWXbbKLV161ZcunSJM58SESng7vJ79OjR2LNnDw4dOgQ/v/x4yoABA1C/fn28+uqr2Lt3r9JDISIyNEaQiQqJ9PR09OzZE2lpaVi/fj0iIyOt71m65lm66tlKTU1FqVKlNOle7efnh5iYGFXpEBEVNu4uv+/fv4+vvvoKvXv3tjaOASAwMBA9e/bEgQMHcP/+fYVHQ0RkbIwgExUCWVlZ6NOnD06dOoVNmzahXr16du9XrFgRZcuWxYEDBwp8dt++fWjSpImq/WdnZ2PlypXo2LGjXcWOiIjEeaL8vnnzJnJycpCbm1vgvQcPHiAvL0/wPSIiX8AIMpGPy83NxTPPPIPdu3fj+++/R+vWrQW3e+qpp7B27VpcvHjR+trmzZtx6tQp9O/fX1Ue1q1bh7S0NE7ORUQkg6fK73LlyiE8PByrV6+2ixRnZmbip59+Qp06dbjUExH5LJPZbDZ7OhNEpJ+4uDh89NFH6NOnDwYMGFDg/eeeew4AcPHiRTRt2hTh4eF49dVXkZmZiXfffReVKlXC/v377broff311zh//jzu3r2LmTNnolOnTujcuTMAIDY2FlFRUXb7ePrpp7F27VpcvXoVYWFhOh4tEZHv8GT5/fbbb+ONN95A06ZNMXjwYOTm5uKrr77C8ePH8c033/CBJxH5LDaQiXxcx44dsXXrVqfv2xYBx44dw/jx47Fjxw4EBQWhd+/eeP/991G+fHnJaf7222/o2LGj9e+MjAyUL18evXr1wsqVK9UdDBFRIeLp8nvp0qX46KOPcOrUKWRnZ6NRo0aYOHEinnrqKXUHRkRkYGwgExEREREREYFjkImIiIiIiIgAsIFMREREREREBIANZCIiIiIiIiIAbCATERERERERAWADmYiIiIiIiAgAG8hEREREREREAIAAT2eAfF9eXh4uX76MEiVKwGQyeTo7RIWe2WzG7du3ERkZCT8/Picl51h+ExkLy28i/bGBTLq7fPkyKleu7OlsEJGDixcvolKlSp7OBhkYy28iY2L5TaQfNpBJdyVKlAAAJPyZgIR3EzBrxiyXn0n7PE31fsNHhuuavtJ9uzMfvsDZuYyfGl/gNSnXlhCh70HqdyiUD8O7D2DZP79NImccy2/A9e/Ml8tvltn/sD1PUs+L1HJVSrpy07LlleW2BctvIt2xgUy6s3TLCykRAgQBIaEhTrdNm5uWv22I822kEtuPFukr3bflGN2RD3cKHxsOwP74tEpTUNA//5s4J1HVfiImRRTId9bCLGn5CSr4km2+4ibFqcqbnthlllxxLL8BIP6teMHfnLeX36Llzf8IlRWFVdbCLOs5k/qdiH2vgtsLpCvle3LGWh6LlNveguU3kX7YQCa3s9ygLBUsPSobrm6g4WPDWcnxQpbvTE0FyRkp14SSxq7lOjdyQ5lIrrhJcaofTCmlZfmtJC09HgZ6kprzqfYcONYHLGlazrGW3zXLYCKSiqP7yedIbTzp0cgi/bijMip2TfB6IbLnyQYHf4/ez/b6EbuW+F0Tkbsxgkw+R0qU0W3dgHXapxG58/jS5qZpEr2yrZRZ0ktISRDeeJK69IkKG7166qhJU6i8ltsA88WyXO+ouOM5Fiobxe7dtq+Jlau29wWWv0SkFCPIRERERIWQ0aKzRssPERVOjCCTx2n55NrVzdUTkWPShpTzbfv9im0vFFlgtIFIPqExpL7MF6LH7r53SY3+apEvluNEpAVGkIkUYJc843E8xzznRL7Hk79rlinyhI8NV9Q1mojI0xhBJp8iNYKohpx0fb1CZZTZXJ3t33Y2VCJyL63LBXeVM54uzzxBj2N2Fc2V2yhmdJiI3IUNZDIMb1h6qTBPyOXOhqbQvoQm1BL6nJ5LQRmN0ddZJlJK6Hcs9kBOyv3DnUNwjEpJuWj7mcJwjoiI2MWaiLwOlwQhMg6jdI/lb1+cFueHyygSUWHACDJ5jC9O7uKLT9eVVnTEIjpC76mpUDl+1llavhJttf3NWP7fV46NvIvc8ltNTyEpn/OGnkieoMV5t5SrrtIKHxuuujzyxfqBBctsIuNjBJk8JnFOolfd/PhEXJiripKz14S6ThKRdzBy+c3yxDsU5gZiYT52Im/ACDJ5jDeNFfWGPOpF6HuSE4kQO3euIr1aVsB9vULCqAS5k9LyW01013EMstSyxdU+GXGWRs4kmFLnR3C1jS9Ekh3zzjKayPjYQCaP8LabXWGrQEnpQueM2OekVLBsKw9xk+KcXiti7zlLzxe4OmZO3EXu4Pj71bqMlPtgzdnEXa7SKmxlu1akPKRQWxZ5Wz1BKpbRRMbHLtbkdr560yP1hCoNrEj8g78dIvImSsssXyrrhO5hvnR8RL6IEWQqNBgpyCcl+qLFudIiDS0mo/LWrse2x15YjpmMK+3zNMFKvTsjx3rw1Um95J5Hqd3X5Zwrlj//4Lkg8i6MIFOh4IsVIGKlg4jInQrzfBxEVHgwgkxu4ywCoTUpN3CxCVx8fbyaY4RAbOyeO4l1rxYbsyV1LLK3chyTDQh3z7P9XvnggNxFrBxRmpZWhMo6vcdOeyuxyLGlPEmolIDwseFISEn4581J+f8RK4PljrlV03uGiEgLbCCTzxGqBNkSWjO3sFaSCutx+yJGdshTPF2OSNm/ZRvb+4On821EYvdPJWWMmoeXbByTJ2VlZeH+/fuapRcUFISQkBDN0iN9sYFMHqdHJcVZmmI3fqEKlNh23k7tbNNSaBWtYUXJnlAkmeeIPEHL8tBZuSPWy0dKDxg95ljwZc7ugWJljFBPHqWNY28ryzjng+/JyspCkVJFgHvapRkREYGzZ8+ykewl2ECmQoMRNmXkrncqVrHSshue7efEeGulRSzfvtylnIzP3WvTOkZ85S5B50sPNt1Nq/LTFxuRLId91/379/MbxzEAAjVI8AFw5dsruH//PhvIXoINZCoU2Dg2BtvKkRaVC1ZQiNzLcUx8QqUEj+WF5JH7oMCXGrNEigQCCPJ0JsgT2ECmQk+owiBlIitf500PFQrLOpO+GIUh7xA+0vXkb1qUl0rLHV+fXFErrpb5U3r+pZa3vlSG+cIxEJEwNpCJiIhIFktDh41P8sWHkURUuLGBTG7jGIHQu2uelCfhrip3hbXyJzeKoGRSF8dtbCtZjlEGJRUwX3y674vHRN7Bskyf5RqUWzZ6IrpcWMtvLUgta6SUzc4m8HK2D6XzURARaYUNZDIcNRUppY3iwtyVWoirpbIcWbZ1bNCKzbIs9re7JwHSGit45GukdLEW4+6ylWW5dI5lvdZll7NyXOxBKMtQIvIkP09ngMiW7Y1ajzGwrpYE8aZxt0Yj1MC15a2NXaUK2/ESGQUbx8oZqVHKMpSIPIURZIPYtm0b3n33XRw8eBCpqalYvXo1+vbtK7jtyJEjMW/ePHz44YeIi4tzmmZCQgKmT59u91rt2rVx4sQJAMC5c+dQtWpVwc8uX74c/fv3BwCYTKYC73/77bd49tlnJRyZsThGitkgdk7OOUqbm2btMp+QkiBrP0onbZHbCNe74ie0b0ZBqDDRu2Gq1frsZEyeLisdy3BP54eIPIcRZIO4c+cOGjdujE8//VR0u9WrV2PPnj2IjIyUlG79+vWRmppq/bdjxw7re5UrV7Z7LzU1FdOnT0fx4sXRs2dPu3QWLFhgt52zxrscWldw5KbHCpY2GK0RxygI+SJPl58sd4iISC+MIBtEz549CzRKHV26dAljxozBhg0b0Lt3b0npBgQEICIiQvA9f3//Au+tXr0aAwYMQPHixe1eDw8Pd5qOGs4qWVIrP1ImhhJqoHi6cudNxKI2Qt+T3OU+5H5OLHIsNBmM3qTsm5Fk8jVC40bVNlpdlcuOPYCE5kpgw1kdKT16tChjnZXjRignjZAHIvIsRpC9RF5eHmJjYzFx4kTUr19f8udOnz6NyMhIVKtWDYMGDcKFCxecbnvw4EEkJSXhhRdeKPDeqFGjUKZMGbRs2RLz58+H2Wx2mk52djYyMjLs/smhtoKj5ubNypU42/Mj91xpVekw0ozWcvLCSDJ5AzXlt5oHj3xoqS297mV6l2NGKCeNkAci8ixGkL3E7NmzERAQgLFjx0r+TKtWrbBw4ULUrl3b2n26Xbt2OHr0KEqUKFFg+6+++gp169ZFmzZt7F6fMWMGOnfujKJFi+LXX3/FK6+8gszMTKd5mTlzZoGxz1JpdVO3PIlOnJMoeUZmNo6FCUVt5HL3rKie2rer3gt6REjkjJuzbJuVkYX4xfGa5oN8g5ryG8gvL9T0AFL7OTn793VyVyNwRU3DUahsFFvmyfFzYisi6EHp3Bh6pmmUCDtRYWAyi4UCySNMJpPdJF0HDx5E7969cejQIevY4+joaMTFxYlO0uUoLS0NUVFR+OCDDwpEie/du4cKFSpgypQpeO2110TTmTp1KhYsWICLFy8Kvp+dnY3s7Gzr3xkZGahcuTLi4+MRMUm8m7bSio2rrtpKGsisaMnn7Dx7ctkmPSo4UveltNu4q8qg2nzExcUBi4H09HSEhoZKyiMVDs7K71nnZiH+rX8eqohdg1LKTXdEjFl+/0PofLta1cEZuUNZbMsjLe8B7nr4qfU+VTf274Plt84yMjIQFhYGDAYQpEGC/M68DrtYe4Ht27fj2rVrqFKlCgICAhAQEIDz58/jtddeQ3R0tOR0wsPDUatWLZw5c6bAeytWrMDdu3cxePBgl+m0atUKKSkpdpUoW8HBwQgNDbX75wlqugOzu598PGfakFOBdHZde3I2b/Ju7ii/WVYQEZGRsYu1F4iNjUXXrl3tXuvevTtiY2MxbNgwyelkZmYiOTkZsbGxBd776quv8Pjjj6Ns2bIu00lKSkLJkiURHBwsed9i9HrKL9Y1WKiCZvsaIw/yiUXrpTT6XHUHVBqF1rKrnFjkJG1umuIucEonNrPsFyh43jmOjvRkuc4ty7sZkeM9oDBzdQ6kRo6F/h8QL2+06hqs58M9OWWwO3slAQUj8BwiQ6Q/RpANIjMzE0lJSUhKSgIAnD17FklJSbhw4QJKly6NBg0a2P0LDAxEREQEateubU2jS5cu+OSTT6x/T5gwAVu3bsW5c+ewa9cu9OvXD/7+/oiJibHb95kzZ7Bt2za8+OKLBfL1008/4csvv8TRo0dx5swZfPbZZ3jnnXcwZswYfU4EFUpSxjcbpcHnqnJkyadR8uvIqPkiIs/R+yGCL5U7vnQsRCSMEWSDOHDgADp16mT9e/z48QCAIUOGYOHChZLSSE5Oxo0bN6x/p6SkICYmBjdv3kTZsmXxyCOPYM+ePQWixPPnz0elSpXQrVu3AmkGBgbi008/xbhx42A2m1GjRg188MEHGD58uIKjlM9VVFfKU2+hNFxFk8l9HL9XsUiy7dN7pZFkQH0kwlkk2XIsciK9aihNa9aMWYxAkO44j4N3cVb2SikvpYxL1nKSL2+k9PjZICdyPzaQDaJjx46iSyc5OnfunMvXli1bJimtd955B++8847gez169ECPHj0k50tM+Mhwyd2ypFb8tZilU6jh4tg1j92v3cfV9+lqciDH78pVl2+tK15aP3BRWjnSegZbIqmEylIiW1In+nJXw1juxGNa30Ok3ruIyD3YxZo8SqsbC/kGLSoEapajUssoFRr+JoiI9JE2N83un5bp2v6XiDyHEWTyCNuusgkpCW7rQiR30halXbhJOr0alVLTlTPjs9i2rvYn9r5QTwWpS6PwmiNPSkhJsP6/2DrkUn5nWt8H+NtwHyVDXjy5/J8QKflxHJ4lZS1nKWnZMsqDVqLCjBFkcjutb4a8mZAtb70evDXfRESFkS+MiyYiYYwgk9ukfZ5m1ziW21AWGhccNykOmPRPes7G7UiJJEiZuEvqUhmMXGhLajTVKON/5UZGnEWO1eRBKD9W91UnSaQ5qeNA9ZjwrrBTei7VzJFgiSJLLS+VLtkn9XNyymutGse8homMiRFk8kpGvqmwcawfo3TFE2O0qILR8kOFiyd/s0a+T/gKo5cvnuqx5uq8cLwxkbExgkyGJhQRVlPpEZudWs7nbdNw/H9SRix65I0NY9seDWpmbBX6rNTrTShPRq/Qku/RKzIoZaZfLjWlnNTvQ+4M0K72p1V5r3RWajFyrlHHbRMqJQhux2UniYyHDWTyGKGboVBFxvE1Z8v2SHkiK2fNXVfYnbogT9zc9eiSrGb/jixdCaVwtp3Sa8wxPTaOSW9SJx4SalQpmYxOysNOTqQon20XaD2IfV/O9ik3L3pMAiblnKg5b64ay3GT4jhEhsgN2MWafAIrPZ5nhMaxs9c8Tc31yWubCjv+BnyTEctqKcQa3O6cI4OI9MMIMrmds5uikkqQFsvfKO1u7W2VNsfj0zr/Us6j2BN9LZ/yO+vyJyXaLHVCMDGWz7nq3unuZU7YxZr04uyadxoF0xgn7lJOi3OmVTdrT5Gbf2dlqat7jJwu/47XNMtuIvdhBJm8Cis/yhmlQe+uSpQWlQkpaSTOSbT+EyJ2zXpzhZJIKV73BBjvOmADlIgsGEEmw3D1ZFUsEuGuG62aRqYRxiy7Y99ikRy5E6Go/V61aiRL7amgtJGsxfEa4foi32VZpk/Kb0rKg0yp17rc61lsXgn+NpxzLLct/9W714k7e7VI2Zc7IuFiZbXQeHk1c6UQkTJsIJPbSRmjI2ViLrG05FaEXN18tKhYFbbKmdKbupzKktLZb233JXWGXVefV/r92uZdqHu3lAmGbLdxdc4T5yQiKyML8Yvj5WWUyAmxNeidcTWUobCVl54m9SGeGCkP+twdpbXNi5azcmsxCZcrbBQTeQ67WJPh6T02mDch4zBaFzcpFT01eZZT6XSG1y8R6c1o3aGlUJNnx3I3bW6a6oc2fOhD5D0YQSaPE3pa685KPyd30Y83nFvHqIeSSpU1Dcj7rBaRFm84x+TblFz/7uxaKzRpWGFurCgtK9R8Z0KfU9sDSIySyLHS9IX2o3TterGeGJY02QOISH+MIJMhGC1ySERERPrR676vR7Q7fGy44gcLhflhDJG3YgSZDEOL5XXUEIvEid0YefNzTk2kQsn2WnR3lrpvd1+jaq4z22OLmxQH3NckS0R23LWMmhipZU5hjSTrOS+Es+9T7PNaN5KVRo6FouOuPu94vFpfz2JRdyLSFyPIZEhqbpqe6J5N2tByzFhhImXtaSItsILuvTgMQ5i7Zq3WAstzIvdgBJncSmgsmDPOZpKUMluqqyWjxEidjZWNY2FqKwNyZg/VcwybN5DyGxL7m0gJJZFCV58l4/HG8kJu1FdvYjNiK71Xxk/l+GMivbGBTB6hZGZqx8+4WopByvI4hZEWXQvlLsclp1uls22Fum/qUYHzdFd/KRgJIk9w9YBTy9+Lll2g+XvhOQBcX59aPnD1xocLRPQPdrEmt9N72SYtsEEtn9Tv1Z3j0YiIiIiI5GAEmdzKtutzQkqCrM8KNVqlTAqjlFDUmg1n+4awlCiPUKPXVfRfiND2enex1vv6spASjWMEiIxAznUodbiK2AR5SobLOE64yKXQ7OnVG0fuRIfuouWkj0oncbS9jjlnBJHxMYJMbie3kmKUSg0bx86/Cyldq+W8Z0RGWzqEyOjkXNtSh8u4Iy++xkjHnjgn0XANaHcy0ndBRM6ZzGaz2dOZIN+WkZGBsLAwxMfHI2JShPV1tUtHOEvD2cReShTWpUCEhI8N16VRq8XTeiFa5lWvCp1eEReXx34fwGIgPT0doaGhmu6bfIuz8luM0Dh+oTJUj+E2UiN1ctL0ZrbnwF0PJcXKM7HvRu8JGLUoZ7Uos8XSkHS8LL91Zyn3MBhAkAYJ8jvzOuxiTV5N6CbqePPRapIXX69IOaP3E289uzFrRUmXcFvOJjOT+vBHzr69LTJPvkHJdae267OceQ9sf0OFtSx3F6UzNzsbRqNVmabFBIxGvD8RkfbYxZpIInaN0r9yYOTKh9JKmlBlXG4FnY1eInUsvyE2jt3DaJFfIiI5GEEmQ1M6IQagT0XIVSPZGypfQscgp/ujXssraVkJ8kSDUm6U2dkERs7yrjaKTaSVtLlp1kkWba9Jxx49rq5XLR86Oit7bfOi9ZJRatNz5ySQnioTLeT2gtG7rNN7OT8p59v2OPkQlMhYGEEmIkHe0NgnIveylAtS15Ql6dhLyTPYOCUiR4wgG8S2bdvw7rvv4uDBg0hNTcXq1avRt29fwW1HjhyJefPm4cMPP0RcXJzTNBMSEjB9+nS712rXro0TJ04AAM6dO4eqVasKfnb58uXo378/AODChQt4+eWX8dtvv6F48eIYMmQIZs6ciYCAwn356P0EWqyyJLfx6qri5WwyMqmRInJPg0BsvDa/C9KbY/ngeM27Wq5JKA05+xVKQyy9tLlpSKiUoHi/rvKjZTpSy2ixPMjpkWIk7pyHwtk1axvNtfTuURLJlnu+veH7ISqMGEE2iDt37qBx48b49NNPRbdbvXo19uzZg8jISEnp1q9fH6mpqdZ/O3bssL5XuXJlu/dSU1Mxffp0FC9eHD179gQA5Obmonfv3rh//z527dqFRYsWYeHChZg6daryg/0fb48wWJar0HIyMAstIwlqJsDheo3/MPL1Wti+CzI2Xo/ac3V/ERsSY3RCD189wXLdemLmbyIylsIdAjSQnj17Whulzly6dAljxozBhg0b0Lt3b0npBgQEICJCeGkOf3//Au+tXr0aAwYMQPHixQEAv/76K/766y9s2rQJ5cuXR5MmTfDmm2/i9ddfR0JCAoKC1M1/bzueVWhsq9QnuHpHc4VoPZ5N7ufE9i+nYStnGS09Jl7xhgqIHtegFg9BvOHcUeHkWHYrXR7H2Vh9y3tC9BzbKxT11frhqLP0nJ0LV2WJXvNGSCXlO9fqvi3Wq8bZLNm22wqdJyX1ECLybmwge4m8vDzExsZi4sSJqF+/vuTPnT59GpGRkQgJCUHr1q0xc+ZMVKlSRXDbgwcPIikpyS6KvXv3bjRs2BDly5e3vta9e3e8/PLLOHbsGJo2bar8oP5HTdddZ9upqbC4anxqVRmS2kCyrRS5WhZFSaPLWcPOCGtmqknT3ZUVV8uaSL1uvOnBAZEY24aF3AnsLFw1CJ0toebqNSPPseCsgW/7utSHoLbnX88yRWk5rvWEXEofloudH2+IwhORttjF2kvMnj0bAQEBGDt2rOTPtGrVCgsXLsT69evx2Wef4ezZs2jXrh1u374tuP1XX32FunXrok2bNtbXrly5Ytc4BmD9+8qVK4LpZGdnIyMjw+6ft9F7shQt0neWhppKUNykOOs/IawoEPk2T5ffRm64uotQOazFPcNo5bc3PAQ02jkjIvdgBNkLHDx4EB999BEOHToEk8kk+XO2XbYbNWqEVq1aISoqCsuXL8cLL7xgt+29e/ewdOlSTJkyRXV+Z86cWWByMLmU3pS0WsoDkB6l1btCJxY1EMqj1jd0x/ScdZvUorKjtBumEC0isZ6oHOldaUyck4isjCzEL47XdT/knbQov9WQ2xBUM0wFkF5+i+1Hzweq1jIRiXaTJirlOKzJcT+O2zp7z3EbpXlxRWl5qCRfQp/R8p6kBZbfRO7BCLIX2L59O65du4YqVaogICAAAQEBOH/+PF577TVER0dLTic8PBy1atXCmTNnCry3YsUK3L17F4MHD7Z7PSIiAlevXrV7zfK3s7HNkydPRnp6uvXfxYsXJedRLq0n9+AyG/Ip6ULpKi0i8gx3lt8kj1b3J9vJJW1fI+Pzhqg7kS9gBNkLxMbGomvXrnavde/eHbGxsRg2bJjkdDIzM5GcnIzY2NgC73311Vd4/PHHUbZsWbvXW7dujbfffhvXrl1DuXLlAAAbN25EaGgo6tWrJ7if4OBgBAcHu8yP2NgxOU9t1d7Y3d0o1mp/ziYgcRYJ0DLC67hPZ/txtqSGGL0i4HKPX2p0RUtaV36UnH8q3MTKb3eWla7mWyhstPztOju3zso0oTJUi/LP3dFZuZFw2+21yKvc8tjZvSt+KqPHRHpjA9kgMjMz7SK7Z8+eRVJSEkqVKoUqVaqgdOnSdtsHBgYiIiICtWvXtr7WpUsX9OvXD6NHjwYATJgwAX369EFUVBQuX76MadOmwd/fHzExMXZpnTlzBtu2bcO6desK5Ktbt26oV68eYmNjMWfOHFy5cgVvvPEGRo0aJakR7MjV5FeWG7aUm5CzBracrnNyK19Cs4iKTRgjJT1XebGdxETshqr0Pa2JfXeODWixGWq1JvUhgR6NSlcT0egxOziRnhzLLme/L7UNC7EyUusJnpTmQwvuPBal+Xd32aLmoabcNOTMVK33MCax9/mQk8g92MXaIA4cOICmTZtaZ4UeP348mjZtKmu94eTkZNy4ccP6d0pKCmJiYlC7dm0MGDAApUuXxp49ewpEiefPn49KlSqhW7duBdL09/fH2rVr4e/vj9atW+O5557D4MGDMWPGDIVHqh9O7iJfkxvA6o3AoNMAzK63L2zdqLWMuttOvMNKDvmStLlpSJub5lW/bSOSWy5UuAMs2wxMOgz45+mTJ09xZ+NYLj7QJPJ9JrPZLKFaTKRcRkYGwsLCEB8fj5CQENFt5TzZFmoQS43mKokcy/ms2PqcQt2UxSKpzp5Yq71JV8sAdv8IlMvK/3t1FDCyLXCtqPD2jnlQElHR8juRS+r50npiGiNVpizXUlZGFuKj45Geno7Q0FBtMkc+ybH8VlpGi01uKGUZJqFttI7myX3IapkwS8vuxlKVuA9sWws0uZX/976ywJD2wImS9ttZ8ia3t47Q9yN0vtV0uzbSg0JnUVqtlt1zdm6kXOeOWH7rz1LuYTCAIA0SvA9gMfideRFGkMkrMVqsTpl7wC/r8xvHZ4sD9/2AfueBo6uAp866/ry3nX8jNVKJvJknfvsch2wvMBdYsTm/cXwtBPhvENDyOvDHGmD8EcDPx6LJetO7TOc9g8j7cAwyGYarSpCUipmrp+Ri74mNldMiQpqQkgBMcp6+3IlTHEmdVGry+Dj89CtQKwM4Vxxo8zhQ7h6weCvQ+FZ+xWtJdWBMa+C/IdLHg0s5R2Ljw12lIfdJux7RCU8tP6VVBYsVNdKC3N+7lPQct5fbKNZiEiWx8knuslC6jVk2A1/sALpdAjIDgF7dgdSiwBfbgV4pwPv7gCcuAH///AbSq5aRnQexydG8vfzQYoItLbp+Wyi5DxKRe7CBTF7DthEpRukNRu9lohIhnr7U47OmJ2MyLAtTbh7+vNoA1a8fxa1goGd34ErR/H8tngCm/gFMPgwMSgY6pQL7F7yEcxLz4ys3dmcVIDVrcxttLU0iT9I6Cq31wzCp5ZjUbrNSykapkwi+eRAYchrIMQH9uwAH/zelSO/uwAsngQ/3Au2vAA+3n4MdM57An0PbACaT64NRSKsVEoxEq2OS2zi2fc8X7qVE3owNZDIkZw0KJY1kJeN71VK6LJCUsXhSPiO4P7MZHV9fieq/HEVOcAA2rX4FIx+uZs3vA3+gxJZEfH/gHJr0T0SddOCJZ/6Do7EPY/ubfXE/NMRlXuREluRUkuVsa6TIsdyZ2bXcN5ERuWoYWEgpR4QaMmrKdCnzDrgqu5y9J6UHjLMopeX1Bgt3osuX3wMAXnoEWF/ZZiMT8FUdYFNFYPulGqi84ww6v/Y9qv90BJvmPovMSg6DkzWk5Hy7o1GtZvyws0ay1DSVNo5tt2Ejmchz2EAmjxGNtopMLCJUQRF6TewmpOXNWa8bvZKufEIs56/5R5vRaP5OmE0mbJgXi9T/NY4B+5v51ebR2PTXHNx962c0/XwbGny9B1V+P4mNnwxEGsrCFVcT8zguxyU1LWdp2tJiIi6p0QMplXmhSdmk7ocNYzIaV0Mg9Hg4JkZN2Sv3s44TN1lm7lZK7jrPVdcfRacJKwAAe17vgcav97D2SXJ8oBw1MQ5bevfDI9PXIur3k3iu7WxsnfUkjj/bwmU0WWmjTOs1kvUk9SGK3OMQ2l5NQ5drgRN5DifpIq8kdMPgTURY2tw01PluP9rOWAsA2PpOX5x5vLHoZ3KLBGH72/2w8sdRSI8qjdCL/8VTT3yKxy9vQcD9+7L2LeU1wLgzmkrhDcdEpBe5DUUtyurC9Nsqf+Acer6wCH55Zhx97mHsndRddHuzCTg8ogOWbJ2A1OZRCL6dhW6jluKx575C0asZbsq17ypM1x5RYcUIMnmc0qfwUitZcrqyOeZJajc/R86WibBEHqTmUwtVk5PR9a1vAQAHR3fC4REdJH/2UtsaWLJtItpN+xENF+5C0/9sQ3T141jV8XGkVK7sOgFI/35dTV4mRk00SCtKIgVi16FjVEi3SX+IJBK6xtWU30o/687IsS0tIseOhO41tmVh2N/X8Xj3RATee4BzXevit/f7Sx5TnFazPL5fNxYPffIbHp75C6r/chSRe89iy3v9caZvE7s8+HKZ4nhvcfUAVOz+r3T4FBF5F0aQyWcYfekhT9xEy1+5gme++w7+OXk4+WRT7EjoIzuNByVCsOWDAVj9/QjcrhCGksnXMWzBfHTZuBH+OTk65NqeL1fciAozPX7bepazcZPi3FoeFbl+G337z0PRm3dwtUllrJs/FHmB/gW2Eztmc4A/DsR1xbe/vYZrDSuiyK076P38QvR4cRFCbt3RMffOeWsEVmm+jV43IaKCGEEmjxG7aWixrJIUjksjOUZ4lY4BcjYWyZHQ0iFa3UxD09IwcMkSBN+/j7PR0dj46SDAT/kzsQtd6mLJztfRYfIq1P3uAB7ZuRM1T5/Gmn79cKVCBVlpyY1YSH2Sr4TSCrWUSJqrtKVMAqPXRHJEWpC7/JGzz2vBsfxWOxu1s54dlv2oPXYxAXey8XjMFwg/ewPpUaXx47KX8KB4sNPtbY9B6Hhu1ovEdxvHoeV7v6LFh5tQe9UfqLQzGZsTn8HZsfWt2+k97tWbGse237HafLORTORd2EAmn6RkDU2hGbPdScsbaMi9exi0ZAlCb9/GtbJl8d0zzyB7XiYA+cdlW0nIDi+KXz97Dsm9G6HTyGUof+0aXvziC2xr3x472rVDnn/B6IYaQg1prStYzmZMt/1bSoNebC1rof0JkdoQVtol0rpv6cPIiexoOQu1UmK/E7m/PcffuW06SvejhO1v2pSTi54vLkbEoQu4V6oY1nw/AnfLlVC9j7ygAKwv3gZHno9C39WrUfbqDTwe8wWODWqFbW/3w/3QEMVpSym7vKlxDECTxrGSlSlcfT5+arzi/BCRNOxiTT5HSeMYgN3YMm/u1uv/4AGeWbYM5a5fR0aJEljy3HPILlJEVZqON/SDf1fB/40ahb/q1oV/Xh46/f47XvjyS5S5dk3VfqTs21OMkg8Lo+WHyJa3X5+W+4HQPz33CbMZnSauQLUNx5ATEogfl76ItBrltEsfwOWKFTFvxAgcHN0JZpMJ9ZfsxaBHZqPy1lOa7EeINzaO4ybFeTTfevacIiJxjCCToXiiYSqn+6rWS1loXtnKy0PfNWsQff48soKDseS555ARFia4T7Xn+m6xYvh+wAA0+PNP9Fq3DpGpqRgxbx62dO6MPa1bw/y/7tzO9iOWD7H31KxtqZSaCeGUsp2cS8oaqkRGY7TJn7xhqEKLDzai4aLdMJtM+OWLWFxpWVWX/eQGBmLHjCfwd88GeHTUUoSfu4kn+/0fKrVsiU1duyruDWDbG8tdw0NcLZnnrJeQMwkpCcAk1dlShY1jIs9iBJlIAaNWtLpt3IgGx44h188P3z3zDK6VL6/vDk0mHG3UCP/3yis4XaMGAnJz0W3jRgxdsAAlb97Ubbe+WFHQ+5ryxXNG5Al6RZFblz2FNm+vAwD8PvtJ/N27kS77sXW5dXUs3TYJR55vCwBouW8fRnz+OSpduKBJ+nqXO0a9F6vBxjGR5zGCTCST0EQw7l66SUir3bvRevduAMCavn1xrlo10e1to7RCT9jlVAIzQ0OxdNAgNP3jD3Rfvx5VLl7EyM8/x8ZHH8WBxOYIjytV4DNKx2apXabFWXpyowxq8yAUXRGK2ghdX2ITvglh5Yo8wUjRY61p3Uhu1OAKujy7DABw4NUuOPJiO03TF/OgeDB+e68/kns3Qtcx36L05Vt4fsECHBzTCXvieyJXRlrOyk/H191ZJskt0+X2UtL73sHym8j9GEEmkklJxUjv8Xj1jh1D9w0bAAAbu3bF0UbyIg+JcxLVT1JmMuGPZs3w2csv42x0NIIePEDvdevw3DffoETKf+WlpWT/XsRVhcfx2KWcC7FrzBejLERa8uSY6ZodM9F76AL45+ThRP+HsHNKb13246ocudCpNr7ZOQl/xbSAyWxG87lb8Gzn91Eu6aKi/QndV3wVG8dEvoURZCoUnN1klDxZlhLNk/O+WlXOn0e/VatgArCvRQvsattW1ufFxprZRi9djSf8Z8kTYPHgwWi5bx+6btqE6n//jUptZ2PrzH44HtMSMJlk58MZOU/69arAyM23WF6lnF9n+xb62/azrsbpEalhe306lhmO153c36Lcmd/FInpGmzysct9cPNH9PwjKzMbF9jWx8eMYVcvxuSLW4wkA7ocVxcZPByG5dyN0Gfcdypy4ggHdPsT+8Y9i/2vdBNdhVsKXyiM2jol8j8lsNps9nQnybRkZGQgLC0N8fDxCQqQvIyEngig0qZPaRpOzBqGRKlhlrl3D8/Pno0hWFo7XqYPvBwywTo7lirNjE6roim3v7P20uWkodeMGnt7zEyocOA8A+LtHfWz+8BncLR8qmpbYPsW4WsZF6mflVHiMOPO52KRecZPi8pd5Wgykp6cjNLTgd0FkIaf8FloXWKiBDNg/bFQz5lLKb9VIZbatkLt38fz8+Sh74wau14/Eip/H4H6ouhUHpJBa1obczESnCStQ64ckAMDVxpWw8dNBuFlP3rr3rkh9ACK3wahFw1WLZfmEiF2TYstLJc5JRFZGFuKj41l+68hS7mEwgCANEuQ91+uwizUZltxKjZYNFKNWqGwVz8jAoCVLUCQrCxcrVcKqp56S3DgWYxv9UStvRg18/8ur2DHtMeQE+aPa+mN4rs0s1Fz9h+q09SS3ImakxjGR0RWWbrdi/B88wLPLlqHsjRtIDw3FD9+95JbGsRxZpYvjlwVDse7LwbhXsijKH07Bs53fw0NzN8OUm+fp7Hk13jOIjI0RZNKd0ggyoE0EUYyziprRG8hBWVkYtmABIq5exY3SpTH/hRdwr2jRAts5iwY7vqeUnO7Fpf+6jG4vL0G5Py8BAE72a4rf330aWaWKCeZPaR4du1cqndBKKHLhbBIzS5RMrOLvrknAANdRbUYgSCo15TcgHkF2pFXU2OjlN/Ly0P/771Hv+HFkBQdj/gsv4MFbtdy2eynRS0dFr6Sja9x3qPrrXwCAyy2rYuOnA5FWvazT9LUov6Vsa0tu+So1r2qHCbjav4WkXnCMRuqOEWRiBJkMy1ONY6Pzy8nBgOXLEXH1KjKLFcOS554TbBwbzc16kfhu4zjsndgdef5+qL36DzzXZhaqrj+q6X6M+r0WpglriMSoaRx7PbMZ3TdsQL3jx5Hj749lzz6L6+XKuTULShqudyPC8OO3w7Hx4xhkFw9G5L6zGNh+Dhp9sR3I0y6a7IkyUu750DKPjCSTL9q5cycaNmyIwMBA9O3b19PZUYQRZNKdkgiE1JuG2BNkuWOHjBx1sI7t++i/eGLNGjQ5fBj3AwOxcNgwpEZGuv6cRtFZOcTOZ612Gej28hKUPnUVAHBsYEv8VKUzsnUYo67lJFq2EioluMyPp867q30wgkxSqS2/pUQElUaOha51I5fjANB61y50+/VXAMCKp57CpS+0X85J7nwKzsopZ9HNEhdv4dEx36LyttMAgIvta2Jls95IDw8XTF/PMs+dPXNcUVPeyxqPz2ik7jwdQR46dCgWLVoEAAgICECpUqXQqFEjxMTEYOjQofDTcSI/LbRq1Qq1atXCzJkzUbx4cYQ7KRv0NnToUKSlpWHNmjWyP8tZrMlruapUOZsl09sax8A/+eu0ZQuaHD6MPJMJ3w8YIKlx7G5SzuW1plXw7e8T0PqddWj26e+ov3QfKoWewA9PPIGz1au7nGlVCTkzY0upsBvpyb/USqL1uO7rmh0qxBx/F5KvSYWMXnbbqv/nn9bG8a/duunSONaK2Hm9XbkUVq16GTUHb8Kjv21E5W2n8fKhz7DtnX74a1ArpysV6MHxgbiSGdLVNq61uAaNdD8hY+jRowcWLFiA3NxcXL16FevXr8err76KFStW4Mcff0RAgHGbcMnJyRg5ciQqVaqkOI379+8jKEiLpxPKGPsRBJETSiMO3tg4tnjowAG0374dAPBTnz44U7Om02294WabGxKIHTOewIqfxyAtujTCMjIw+Ouv0fPnnxFwJ9ujxyB1/JsRuoUaIQ9EgP7DYrxZ1Nmz6Pu/KMaeVq1w/Nuens2QSmmfZGB/y5ZYum0SLresiuDMbDw6dhkej/kCRa+kezp7shSm65C8R3BwMCIiIlCxYkU0a9YM//rXv/DDDz/gl19+wcKFCwEAaWlpePHFF1G2bFmEhoaic+fOOHz4sDWNhIQENGnSBF9//TWio6MRFhaGZ599Frdv37Zus2LFCjRs2BBFihRB6dKl0bVrV9y5c8f6/pdffom6desiJCQEderUwf/93/85zfO5c+dgMplw8+ZNPP/88zCZTNa8bt26FS1btkRwcDAqVKiA+Ph45OTkWD/bsWNHjB49GnFxcShTpgy6d+8OADh69Ch69uyJ4sWLo3z58oiNjcWNGzdc5j8hIQGLFi3CDz/8AJPJBJPJhN9//13y+Tfu4wcihRyfJLtayskb1Dp5Er1+/hkA8HvHjkhq1qzANo5rFmvNVdddKfsU+vzlh6th6bZJaDv9JzT+agda7t+PWu3P4tdPByINpSSloSQvWhHrzmj7nWjR4HdVkdMiGkKkJy0aI95SbluUvXYNzy5bhoDcXPxVty5+7d4dYW6KsmoxkZVouV+9LFb8PAZNP/0drd/5GVV//QuxbWbjt3efxqknm4que6/VQ1DbY1S6ZJSzslOPyS2lcLyvsBFPANC5c2c0btwYq1atwosvvoj+/fujSJEi+OWXXxAWFoZ58+ahS5cuOHXqFEqVyq8/JScnY82aNVi7di3++9//YsCAAZg1axbefvttpKamIiYmBnPmzEG/fv1w+/ZtbN++HZbRt0uWLMHUqVPxySefoGnTpvjjjz8wfPhwFCtWDEOGDCmQv8qVKyM1NRW1a9fGjBkz8MwzzyAsLAyXLl1Cr169MHToUCxevBgnTpzA8OHDERISgoSEBOvnFy1ahJdffhk7d+4EkP8AoHPnznjxxRfx4Ycf4t69e3j99dcxYMAAbNmyRTT/EyZMwPHjx5GRkYEFCxYAgPWcSMEGMnklLW4Y3lLJqpiSgqe//x5+ZjMONW2KrR06ON1Wj67J7vCgeDB+f/dp/N2rIbqO+RbhZ2+gf++Psat1a/zWqRNyAwPdmh8tKyNG+U5YwSJyvxIZGRj0zTcIyc7G+SpVsOrJJzVZjs8ZT/zOzf5+ODS2M849WhfdXlmC8odT0HP4YlRfewS/vfc0skoXF/yclo1kX8Ky2ndlZGTY/R0cHIzg4GBZadSpUwdHjhzBjh07sG/fPly7ds2axnvvvYc1a9ZgxYoVeOmllwAAeXl5WLhwIUqUKAEAiI2NxebNm60N5JycHDz55JOIiooCADRs2NC6r2nTpuH999/Hk08+CQCoWrUq/vrrL8ybN0+wgezv74+IiAiYTCaEhYUhIiICAPB///d/qFy5Mj755BOYTCbUqVMHly9fxuuvv46pU6dax1TXrFkTc+bMsab31ltvoWnTpnjnnXesr82fPx+VK1fGqVOnkJmZKZr/IkWKIDs725oPOdhAJkPSMuomlr7Rlbp5EzFLlyIwJwena9TAz4895nJ8l7NzpvSc6j0Jim2+LnSqjW92vY4Ok1ej3rf70HbXLtS5+TdWtu+De7Pra7Ify76ckTK2Xcp2ttxZCRSKhLDCRXqTu0yOVEbrESHngVdwVhYGffMNwjIycL1MGSx79lldH/ZJPcdSy3Sx71TovVt1K2D5r+PQ4oONaPH+r6j1QxIq7TqDTYnP4mzPBoLpaNFIljrOXe5SfELfs9TvXspkW1If9LP89h2VK1e2+3vatGl2EVQpzGYzTCYTDh8+jMzMTJQuXdru/Xv37iE5Odn6d3R0tLVxDAAVKlTAtWvXAACNGzdGly5d0LBhQ3Tv3h3dunXD008/jZIlS+LOnTtITk7GCy+8gOHDh1s/n5OTkz+BGYCePXti+/+G/kVFReHYsWOCeT5+/Dhat24Nk039tW3btsjMzERKSgqqVKkCAHjooYfsPnf48GH89ttvKF684EO25ORkdOvWzWn+1eIYZDIstTdNb7+pFM3MxKBvvkGxu3dxuUIFfN+/P/L8/QW3lXKuwseGKzqnUiuoSr8vx3zdDy2CjZ8OxI9LXsSdciVQ+uQVvPjll3h45i/we5DrMj0pFRixbXxhOSapXQ6J3EXJb8qoc0ZIKev8cnIw4LvvUP7aNdwuXhxLBg1Clhcsx6dWXqA/9r7eA8t/HYcbdSJQ9HomHh/0JR4dtQRB6XcLbO+Oh4eOXaulDFVRQ9JM1FQoXbx4Eenp6dZ/kydPlp3G8ePHUbVqVWRmZqJChQpISkqy+3fy5ElMnDjRun2gw0M5k8mEvP8tzebv74+NGzfil19+Qb169fDxxx+jdu3aOHv2LDIzMwEAX3zxhV36R48exZ49ewDkj0+2vL5u3Tqlp8WqWLFidn9nZmaiT58+BY7x9OnTaN++vWj+1WIEmQxJzozDgPObj7eOySx2+zYmvP8+AOC/4eFYOmgQHjjphuOuCoaUqINtXtRWZM/2bIBvWkaj08QVqLUmCa3e3YCqG47h1/8bhJv1Kgh+Rs4+nUUuxCIaWl5LcpefkosVMnI3V71UpETMvGXOCLFIsl9ODqa89RYAIDsoCD+tHQlTo0oI13D/Wvbs0aP8udakMpZteQ0Pz/oFD338G+p9ux+Vt57GprnP4kLnOm7vWq12WJbYkolC29kSq59Q4RIaGqpqaa4tW7bgzz//xLhx41CpUiVcuXIFAQEBiI6OVpymyWRC27Zt0bZtW0ydOhVRUVFYvXo1xo8fj8jISPz9998YNGiQ4GcrVqwoaR9169bFypUrrdFvIH+t5BIlSojOdN2sWTOsXLkS0dHRTmftFst/UFAQcnNdB1aEMIJsENu2bUOfPn0QGRkJk8kkumbXyJEjYTKZkJiYKJpmQkKCdeY2y786deoU2G737t3o3LkzihUrhtDQULRv3x737t2zvh8dHV0gnVmzZik9VKcskUS5jWPL/ztG/owaCZRynJbGMQB889xzuOPQvcQ2jbS5adZ/enB84u7Om3pW6eL4Zf5QrPtyMO6VLIpyR1LwbOf38NBHm2DKzbNuJ+X4bc+Z2Pm3vC50LWl97GL5cDwmVqbIyKSWP2JlshHLa0dSytvXZ8+2/v8v3wzD9UbKlzqRQiwqKnRv1Jvl/Nz8zx38XKo95g8bhrRqZVDichr6Pf05Or22HIGZ2W7Lj4WccxA3KU7wXiG327llv95wbZOxZGdn48qVK7h06RIOHTqEd955B0888QQee+wxDB48GF27dkXr1q3Rt29f/Prrrzh37hx27dqFf//73zhw4ICkfezduxfvvPMODhw4gAsXLmDVqlW4fv066tatCwCYPn06Zs6ciblz5+LUqVP4888/sWDBAnzwwQeyjuWVV17BxYsXMWbMGJw4cQI//PADpk2bhvHjx4uu6Txq1CjcunULMTEx2L9/P5KTk7FhwwYMGzYMubm5LvMfHR2NI0eO4OTJk7hx4wYePHggOc9sIBvEnTt30LhxY3z66aei261evRp79uxBpMj6t7bq16+P1NRU678dO3bYvb9792706NED3bp1w759+7B//36MHj26wAU7Y8YMu3TGjBkj7wBJlp8ee8z6/wEynn4ZKcKipdNPNsM3u+Lxd/f6CLifi0emr8XTveYi/Mw13faZNjdNsFLjiYYqG8fkS3y9sfDViy9a/z9YoFuxp3jqvKdUqYIlWyciaXj+us+NFuzCwPZzELkr2cUnjYkTi5E7rF+/HhUqVEB0dDR69OiB3377DXPnzsUPP/wAf39/mEwmrFu3Du3bt8ewYcNQq1YtPPvsszh//jzKly8vaR+hoaHYtm0bevXqhVq1auGNN97A+++/j54985ehe/HFF/Hll19iwYIFaNiwITp06ICFCxeiatWqso6lYsWKWLduHfbt24fGjRtj5MiReOGFF/DGG2+Ifi4yMhI7d+5Ebm4uunXrhoYNGyIuLg7h4eHw8/Nzmf/hw4ejdu3aaN68OcqWLWudHVsKk9kylzcZhslkwurVq9G3b1+71y9duoRWrVphw4YN6N27N+Li4hAXF+c0nYSEBKxZswZJSUlOt3n44Yfx6KOP4s0333S6TXR0tMt9icnIyEBYWBji4+MREhIi6TNiXXW1uDl5Q0PymW+/RZ2TJ3GyVi0sGzgQgIvlNiROwiXWNU/oPTXLhGj+3ZnNqLd0H9pPXoXgzGw8KBKIHdMfx5EX2wnuT5N92pDaUE2olCBr386ux/Cx4bLPv6Q83gewGEhPT1fV3Yt8n57lt9CkRd5QNouxHN/DM39Bq3c3IC26NL7eMxl5QdqOaJNaFhntYUTlrafQdcy3CE35L8wmE/54uQN2Tn1M8/PjjJTzJuWcKRkio9mDTpbfurOUexgMIEiDBPmdeR1GkL1EXl4eYmNjMXHiRNSvL30239OnTyMyMhLVqlXDoEGDcOHCBet7165dw969e1GuXDm0adMG5cuXR4cOHQpEmQFg1qxZKF26NJo2bYp3333XbnFvvRXWp7UbH30UeSYTap86hSrnz2uatrsqTZp/dyYT/hrUCkt2xeNCh1oIvPcAnSatRLk/Lrj+rBspnRDNkbMoNpG3kNo91XKd+0p5f2BsZ9wpVwLh526iwaLdmqbtzT1KLnaohSU7XsexQa1gMpvR7P9+R53l0rqDejuW5UTeg5N0eYnZs2cjICAAY8eOlfyZVq1aYeHChahduzZSU1Mxffp0tGvXDkePHkWJEiXw999/A8iPNL/33nto0qQJFi9ejC5duuDo0aOoWbMmAGDs2LFo1qwZSpUqhV27dmHy5MlITU11OgYhOzsb2dn/jC9yXPdNbLILsXGhWkQW3B2dUDNp1a0yZXCoWTM0P3gQ3Y/+hu/fe1VwO7npyr1J206EpuQGr0eF93alkrhZJwJVtp7C3bLFkVatjOb7EOIqsi6H1O/N0kj25koxeQ+x8ltpeeZs4iJn5YlR1g5XI6dYMPZO6o7OE1ag1XsbcDymJR4Ul7feqRBfKAfuh4bg8sPVUH/JXuT6+eHM8ZK6T1oIaL++vRIsy4m8AxvIXuDgwYP46KOPcOjQIbs1xFyx9MEHgEaNGqFVq1aIiorC8uXL8cILL1ineR8xYgSGDRsGAGjatCk2b96M+fPnY+bMmQCA8ePH26UTFBSEESNGYObMmYILnM+cORPTp08XzJOcLqeOlTEpnxXbzpMVLqX73tqhAxr/dQSR+8+h2i9H8XevhgW2cddyWK5ml3Vn5KfKlhNoOm8bAGDjJwNxP8x++RR3Lh0idP6kPEyQ2tiwnTTMdj1PIj2Ild9SKJlk0RsoeThwLLY1mv3f7wj/+waa/t9v2Deph6J9+9rvPezsDXSYvAoAsOeNXrgfV1vTGb6JiNRiF2svsH37dly7dg1VqlRBQEAAAgICcP78ebz22muypnYPDw9HrVq1cObMGQD5i4UDQL169ey2q1u3rl1XbEetWrVCTk4Ozp07J/j+5MmT7dZ5u3jxouQ82rJUQrwxcqzVvjNDQ5E0sgMAoM2bP9vN3KwFb6x4hdzMRLdRSwEAh198BOcerefiE56h9bn19ogaeQc15bevdI/WSl6gP3b9qxcA4KFPfkORG5kezpHnmXJy0X3E1wjKzEZKm+o4OKazp7NERFQAI8heIDY2Fl27drV7rXv37oiNjbVGfqXIzMxEcnIyYmNjAeRPvhUZGYmTJ0/abXfq1Cm76LOjpKQk+Pn5oVy5coLvBwcHC0aWnRF7Mi8ncuwsDU/SIi8HxnZGg4W7UPrkFdRdth9/DWqlPmPQrwGnayXZbEaXuO9Q7GoGbtYqj+3TH5f1cbfkEfqsTZqQkqA6TSJXpJbfcn9DtuWNt0WPAfuyQ86xn+7bBFc/+Q3lky6ixfu/YtvMJ/XJoANn51jpUBmttHzvV1Q4cB7ZoSH49fPnYPb/J06jV08kPR4EC+VVLP/e+DCaqDBjBNkgMjMzkZSUZJ1x+uzZs0hKSsKFCxdQunRpNGjQwO5fYGAgIiIiULt2bWsaXbp0wSeffGL9e8KECdi6dat1bbR+/frB398fMTExAPJny544cSLmzp2LFStW4MyZM5gyZQpOnDiBF154AUD+MlCJiYk4fPgw/v77byxZsgTjxo3Dc889h5IlS6o6Zq0mMvJl4WPDcT+sKPaPexRA/syo/vfuezhX9tz5QKL+13tQ4+c/kRvoj/VfxCK3SMHpJXlNEZFh+Plh59T8Zfsazd+J0PM33bJbZ0M/PCli31m0fO9XAMCW9/vjdiV1dQgjEevx5unzTkTyMYJsEAcOHECnTp2sf1vG/Q4ZMgQLFy6UlEZycjJu3Lhh/TslJQUxMTG4efMmypYti0ceeQR79uxB2bJlrdvExcUhKysL48aNw61bt9C4cWNs3LgR1atXB5AfTVi2bBkSEhKQnZ2NqlWrYty4cXbjkuUSWtrDQmwCLzFKP2dktg29Iy8+gqbztqLEpTQ0/nIHDuncLU1qlEHu+VYTwQ1Pvo4O/1oNANj179640bBSwW080Dh2VzSGk7uQ0Um9Ph3LF28qt11FOQWPZWxtXOhQC1W2nsLDM3/Br58/V2ATPX7bWqWpRc+bwNtZ6D7yG/jlmXGi/0M49dRDBbbx9MNNOWW52ERy7p6Tg4i0xwayQXTs2BFylqQWGv/r+NqyZcskpRUfH4/4+HjB95o1a4Y9e/ZIzpcUthV9sVlM6R+5IYHYE98Tj475Fi0+3ISjgx8uMDGVHFpVnOQ8mFBTCfZ7kD9uLfDufVxsVxOHRneUnYZjN3yl15jWXUXVNg6cNZzZoCZ3UnOtGfEBp9Yzae+c1gdVOr+POt8fxKExnXGjfqT1PT1/p3oM91CiY/wqhJ+7iYzKJfHbu0/L+qynu4ULkXNtsCwm8j5sIJNHuLrZeft4NankVAyPP9sCTT/9DWVOXEHzuVuwa8pjivYp5UYtdM7VLMuitqLZcs4GRBy6gKywIvj104GAn/rRIa7y5GxpGse/5V6fWla6Lft29tBJbKZtIiXkLM/njLuXd5LbALdsr2V+rjWpjJP9mqL26j/QZsZa/PjdSwD0+20a6b5Z44ck1Pt2H/L8TNjw+XO4H1pE8mdtZ+430jHJ5eyeKvQ+y2siz2MDmQxFbNyUN98clXCMcpr9/bBrymN4fNCXaPL5Vhx+sR3uVAiTlaaaG6+rZZ7kEutqbytyz99o8eFGAMCWDwYgU+a4NVdLKDl2H5R7LHp3Rwfsl3pSkwcitdRGE9Vcp2rWlXf8vBClk0RK3dfuf/dCjZ8Oo+rGv1Bx5xlcaltDUdpSSC1ftdyf0D6KX0pDl3HLAQAH4rricuvqstJ15xAWOeQ8FHZ2DTnbp+PrbDATuR8n6SIyMMcb8Nke9XG5VVUE3nuAVnPWy0rLKDdZORXOoIx76Pa/cWt/PdsCp/s11S9jNtTM0OtuRvleiegfcZPiCvw206uVxbHBrQEAbRN+AmQMq/JKeXl4dPRShKTdxdWmlbH3dWXrQBMRuRsjyEQC9B4T59gAk9yVz2TCzml90L/XXNT/Zi8OvdIRaTXL220i9CRfTSNKiwi+0ihMh/hVCLtwC+lRpbF11lOa7dtVVNnd1FxvYt8LG8/kbaT8FuR2lXaVhm2XalefdxVVtvb2QKLg+3sndkfdZftR4eB5VP/5T92GQYj1NpG6rTNS89r0s62osvUUHhQNwvp5scgL9Je1Hz3yJPZ5PXoCEZF3YgSZyCCkNswuP1wNf3evD7/cPLR5e53de97UIHJVGam5+g/UW7Y/f9zaZ4NwPzTEPRlzwpPnlpUyIt/4HdwtH4o/Xu4AAGjz5lqYcnLdNoO1FvuRmkaZo5fQ5s21AIBtb/VFWo1yqvftab5w/RGRNIwgk9cQGlMlFN2UGzHUg9hYOVfRBynj4HZNeQzRG46h5o+HsWRoHPZrXPdwV2PQ2eyexVP+i87j88et7R/3KFIfrqbpfoWiVGLXlx77FLoOuHQIUT5nkWStynJPzJxtKU9C7wPJwUCZ09dw+KnXgNr67k/KdlKip1LT8793H91f+hoB93OR3KsBjg5pLbidu3vyCNUZpPaQEruPazFxnRhOtkjkfmwgk8cpLfRtP2e5wUu9KbmzoaHlJC8WN+tVwOKawNDTwKz9QJdeAEz/vC91ghatl3tytQ+hfBR4LS8P3UYtRUj6PaRUrIh9k7qL7ttZJUvtdyz13CiZ3EXK+0LHJWXiFyJ3UHotCpUHaieZU/NbsHxWakNJi+XhMoKAt5sAH+4Fph8EllYHsnSqjUmdHdnZ8SspB9tOX4syJ67gTvlQbE58FjCZnH9QgJ5lm5zrTOo17vhgU6/8c7koIvdhF2vyGWI3Dl9sTExrBmT7AZ1TgW6XlKXhjplN5Wr2ye+ovP007hcLwuonnxQdt1aYu7wV5mMn36O04q9F2e74sFVrQml+Vhc4XxyodBcYc0zzXWpCybmosvk4mv5nGwBg48cxuFemuKzPe+u92tk4diLyTowgk9tZKvYJKQmapps4J1G0G6rUG5er7lJGaZhcKAF8Wg8YfzQ/iryxImB2eFDvrgaw1P24ihSVPZKCNm//DADY9nY/5A2WtySILaHlm/To9ia0Twu9KkushJEnaPkbElqvWy6t86L3msS26WcHAFObAYu2AZMPA1/UAdKCtd+33GOSu73td1fkRia6jf4WAJA0vB3Od60r+ll3l2NC9x9X5bicPLJcJvIdjCATebF3mgDpgUDTm8Azf8v/vBYVQq1mQA24mz9uzf9BLs70bohjsQ+7TEvuQw+9umMTFTbhY8Ot/+TS4sGdL/xmv6kB/FkSKHkfeP2wp3OjktmMLnHLUOxqBm7WjsCOhD6ezhERkWKMIJNb6RV9TaiUoPnkLUrfV0Ju3i2NzJshwJxGwNsHgbcOACujgQf+BbcTqpCKNY6dTYAmtJ2rPLp6z5LGIwk/ovSpq8iMCMXmxGckj1sTiu7bjglzNclP+Nhw3SJH7phYS+8JYoiEKP3NaD1mX0t697hxlOcHTG4BrP0VePUY8El94FIxt2ZBM/UX70H1dUeRG+iP9f95DrlFgjydJcWMXH4mzklEVkYW4hfHezorRD6NEWTyCD27uurVCI+bFGf950kFJuBqAKQWAarfBl464fwzjv9cSZyTKHlmU7XrLEdv/AuNv9wBANj4yUBklZY3bs1CbkRL6XWodKIXob/lkrpWK+D+Cj+REEtZ4unr0Z3LHEn93M+Vge3lgSK5wLRDyvPlSeFnrqHDv1cDAHa90Rs3GlbSNP20uWkuy005w3y8XfxUNo6J9MYGMrmd3uNAAe0byY43VU/dZIX2ezcQmNE0//+n/AEUe+DZ/MhV9h7w8JD/AAD+GNEeFzrXUZ2mXHIq7koq+Vo1kuWMr2cjmYyA15+LctIEvN4y/3+fPwXUTnNHjrTj9yAX3Ud+g8C793GxfU0cGtVR0/TllJXubiTLfTgspaEvZZ9EpD92sSa3UhOxc3ZjsO1Wa5mEw/ZGJHWfSiacEqOkYugsr6729WWd/Mm6amYA4/8E3mwmfZ9Cy4A4W4pFjKIbtxn4ahtQPgu4UbcCdk7TZtyabddmo0yqpjex65zLg5AWHJdE8jQlQxikLoEntK3j60qHmDjaXR5YEwX0PQ+8fQB4uqvkj3pcqznrEXHoArLCi+LXTwcBfn6Cxy73fqjnhIeuHqwbeXJFdrEmcg9GkMnwxG6sRm78yK1Eqrl55vgB/26e//8T/wTK3FOclFuNOAH0uZi/XNWG/8QiNyRQdZpGviY8iZE80oJRGse+5l/NgVwT8NQ5oNU1T+dGmrZXgOYfbgIAbP5gADIrhns2QxKwHCQiKRhBJsOTWiFLm5tmvfk5TtwkNhGT5TNyJ7KSQigSqyYNMSuqAgfKAM1vAG8kAXGttdmHXhXiRS9ORkyn9wA8wN4ZfXGjfqTqNMUax7YTdwmREil39R06Rq2FHnoIRbalPBzRKvrABg65k9yeOXJovQay0BJAei+TZHG8JLCoZn4361n7gE69AUibp9AjQu8D3/wO+OWZ8VdMCzy2ayES+yYCUB8tdraN2u9b6sN2qdcsG9tEvosRZCIDk1PZMpuA+Bb5///ycSD6tvT9uPtGH5gLdB/xNQLvPcCFDrXwx8j2uu7PUrFy5+ykYvuSG+V2R/dCIl/mrlm31ZjWDMjyBzpeAXqkuG23iny8C4jOBNKjSuPhwP0AvL93gdJly4jI9zCCTG6n1U3UMtbYltBTZj2X8ZFD6lNpNXndXBHYGAk8ehmYcRAY3FH6Z4XGIusl4RBQ/nAK7pUsil8/HQj4uX5WJ2V8mJTorKtIslRi4+yM2ji2mDVjFsewkSzhIz1TjirpheNYVkjNt7Pxyc4iybZluhbnJqU48Ek9YMKfwMz9wIZK+Q8+jWZAMjD4TH6X8J6NbuK2zYpOlnlA1BCbdNAZKedfLG+eqifoPe6ZiJRhA5ncRo8KlrObim1DWcoNW89ugM72ZUvqRFhSxLcEHl0DDDoDvNcQOFJaen7ccfztUoH4w/n//1yzu2gfGS7r81K62kl9X+r5FjovSs+V1IoQK0xUmKlZTkmr8lRpw1qNmY2BF08CTW4BMcnA0hqaJa2JSpnA5zvz//+tJvkTjKmltqyTc/7F7vWe7F2jRRdyItIOG8jklRxvZEobeY43JS2efiuhZQXrUBlgWTXg2b/zoxC9e2iWtGph2cDXW/PHdsyvBayqCijpXO3NlQktZnglIueM0GNIqVshwOxGwMwDwFsH8ueWuO/v6Vzl88sDFm8FSt4H9pQF3mzq6Rzp8117Kqrrzfc1Il/DBjJ5HcldlCc5316su5Y3V64s3ngIeOos0CsFaJ8KbKsgvr27Gmif7gKiMoG0qmWQtXECEkuEiG7v+OBDqwqElO9Y63MiZ3kZQFpXbCVL3LAxTu6k9noTGvqRUCnBpxsSHzUAxvwFVM0ERhwHPm7g6Rzle+1PoFMqkBkAPNcRyBUYGaNX+aL19y2l15heDVbbffvydUzkzThJF5EPSg4DvqiT//+z9wEwezQ7AICYM8CgZCDP3w8bPn8OD1w0joWwMkFUuBWGBzz3AoDp/4vOvpEEFL/v0ewAAJreAN46mP//Y1vn32Mc+dp3o+f9xtfOFZGvYQSZDE3sJqJlpNcdy99oOc5YihlNgSGngYevA33PA2uinW/r+DRd6/NR5Tbw2f/Gre2b0A1XWohkxgktxolreUzumHRNLaHvlchd1FxvYmNEhRouvtDzx9b82sD4o0Dt9PzIbcnNiXbvu/N4i+QAS34DgvKAVVHAglrGKEukDq2Se67kzF+ihNQ03Tk3ChHZYwOZvI6cm53YjJWOXVj1nMXZNm2hhrIeDfSrRYEPGgBTkoB39gM/VRHuEueM3Ju4M355+eOOwx4Al1tEY99rj8rKgycqvnIqJGKVKFfrS9t+Turs1kqiGgXyYYCIFPk2LYdESN2fhS80lnP8gH83B1ZsBl47Ciy7dht3y5Wwvu9YNqp5AOuq/Hp3L1A3HbhcFBjeDoDJGMM19H6A7unjs3D3RJpExC7W5MNc3Ug8UXGT8rqW3m0E3AjOr9wMPaXPPlwdx6QjQPsrwP3iwdgw7zmYA+TNOOPuCoFjRVvq8iFq6Nk4JiLvtDIa2FcWKPEAaPH+rwXeF+oZonV52esCMOp4/v8PaZ8/iZiFnHIvbW6aJsvrERG5AyPI5DZpn6epigjqERVw1uBwV3doV5FltW4HAW83AT7cm7/28JIawKwP/tmnVl24LJPmOOb9oevAW0l+APLw+6wnkRFdRlH6WlX6pMx+riYyouS7k1NpFFvfWU0eiNRy9ptROyOwkii02O/cq5iA+BbAlnVAw4W78MfLHaxlqNxjUlKmzZv4Jp57ZDaATHzYANhUSXYSAOR/h1K3F4usCtU1hM6BHpFwLXpOOPt+4ybFsQcQkRswgkxuxy5C7vVZXeB8caDSXWDMMfv39Pwuij4AlvwO+Ofk4fTjjXE8pqVu+/I0T1zTjMaQUbBM189vkcCGioD/g1y0fucX9+3YbMajY75F0euZOFISmNzcfbv2ZlqUy177QIfIh5jMZrMB5rclX5aRkYGwsDDEx8cjYlJEgfe9aayQmrzKzaOWN8nY0/nrV2aFFcHCP6YgO7yoZmkD9pWChJQEAMBnO4CRJ4BLRYGf/nwb2SWLabpPI5KyxrFQ1MM2yiangiUUtZfkPoDFQHp6OkJDQ+V/ngoNS/k969wsxL8VX+B9vZbJkdJbQi5vbXg0uQH8sSb//5v2BZJsOuI4i4qKvS9Fw/k70HnCCuQEB6Bp7xwcLSW+vZb3YFfXjdS15OUuracFofJbSm8fWT3IWH7rzlLuYTCAIA0S5HfmdRhBNoht27ahT58+iIyMhMlkwpo1a5xuO3LkSJhMJiQmJoqmmZCQAJPJZPevTp06BbbbvXs3OnfujGLFiiE0NBTt27fHvXv3rO/funULgwYNQmhoKMLDw/HCCy8gMzNT6aGSByypDtyoWwEh6ffQPHGTrvtKnJOIPufzG8cAMKQDCkXjWC1LJUpqY4DjkYkKh6QywNLq+f8/88A/r+vV4Ct56iraTfkBALBz6mMuG8dGpefYbCLybRyDbBB37txB48aN8fzzz+PJJ590ut3q1auxZ88eREZGSkq3fv362LTpnwZRQID9V75792706NEDkydPxscff4yAgAAcPnwYfn7/PDsZNGgQUlNTsXHjRjx48ADDhg3DSy+9hKVLl8o8SmFqZh+V+9RY7Xg4b50p9YP3ErFrwzE8HvMFmvxnOw4Pb4/MiuGapW8b+Sx6NQPLDhUDcAeHXumIPm/1lZ2e2u/JFakRCMfttahkOUYKhKIlriLJbByTN3C1HJM3NVo8XfZPeQjo/zfQIwXoeBno+02iy88o4Xc/B91HfI3Aew9wvmNtJI1oD8Sv0WVfFo7lvZblm5JrTOk1Krd7tTdd/0SFDRvIBtGzZ0/07NlTdJtLly5hzJgx2LBhA3r37i0p3YCAAEREFOzWbDFu3DiMHTsW8fH/dJ2rXbu29f+PHz+O9evXY//+/WjePH8Q0scff4xevXrhvffek9xQl0JJpUOo4SKlq5KSSUDUELoRumoEalEhs03jbLd6uPRwNVTc8zdazVmPzR89qyhNUWYzuo5dhqI37+B6/UjsmvKY4GZiE6PYVjLcuZSIs0awnDwIXXvO0hVb01XsdSn7JNKaZZJFtaSmYeSHQJ6YxDFuUhzm1QVG/wXM2g/sMZsBk0nzfT486xeUP5yCe6WKYeOnAwGbh+V6LLtnW95LvS8btWEp9GBT6nXM8pvIWNjF2kvk5eUhNjYWEydORP369SV/7vTp04iMjES1atUwaNAgXLhwwfretWvXsHfvXpQrVw5t2rRB+fLl0aFDB+zYscO6ze7duxEeHm5tHANA165d4efnh7179wruMzs7GxkZGXb/XPHEzcFdkxyJNY7dmQ+YTNg5rQ8AoN6SvSh56qrmu2ixfz+qbvwLOcEBWP+fWOQGy3sGJ3QuPFlxsI3yavk92abHihEZiZLym9zjzSZAZgDQ6jpQ46cjmqdfcecZNP9oCwBgc+IzuFMhrMA2Wo81lvKanM8TEWmBEWQvMXv2bAQEBGDs2LGSP9OqVSssXLgQtWvXRmpqKqZPn4527drh6NGjKFGiBP7++28A+WOV33vvPTRp0gSLFy9Gly5dcPToUdSsWRNXrlxBuXLl7NINCAhAqVKlcOXKFcH9zpw5E9OnT5ecT70aCGpv5Ho2XCxPlS03eKEn53pMCJbaqiqSezVA9XVH0eatn/Hz4ucV78NRtW5Z6DZrIwBgR0If3KpbQVb+jFLZcexepyTCYcuShtjx2UaZlUYgHKNanu4SSt5Jbvktl9hvSIvlcfRi+7sSG3Kh52/tWlHg2LjuaPXuBrR5ay2SezUQXFdeyb0vKP0uuo/8BiazGUefexh9ts0Htjnf3pM9V/S+V6ipO6gdvsWymsgYGEH2AgcPHsRHH32EhQsXwiSjS1XPnj3Rv39/NGrUCN27d8e6deuQlpaG5cuXA8iPSgPAiBEjMGzYMDRt2hQffvghateujfnz5yvO7+TJk5Genm79d/HiRcVpkfZ2vfEY8vxMqLH2CCL2n9MkTf/s/HFrAVkPcK5zHRx+qb0m6SbOSTRsdzqtWI5Py+P09XNG+vF0+W2UB2VGY/lNHxrVCXdLF0PJM9dR/xvhXlxKdJ6wAiUupSGtWhlse6efrHwpLW/UPgwx6sMUIvJ+jCB7ge3bt+PatWuoUqWK9bXc3Fy89tprSExMxLlz5ySlEx4ejlq1auHMmTMAgAoV8iN89erVs9uubt261q7YERERuHbtmt37OTk5uHXrltOxzcHBwQgODpaUJ0DbJ6fOIhByu21peeOVO8GT2ARSUqMYYm7VicDxZ1ug/tJ9aDvjJ6z8cbTqsWxNn1qFcn9ewt3SxbDxk5gC6UnJq9D4LbFx2mrGJ+v9tF5oYjghlvf0bhw7vpaVkYX4xQWX7CGSW37LJaVslVMGO5YRekehXZUZUib7c8VZGolzEnEfwP7XuqHDv1aj1Zz1ODGgOXKKyluHxjEfv7R4DrVXHkKevx/Wf/4cHhQX//61nPjS9nOu7tOOS39564RvrojdnxLnJLL8JnIDNpC9QGxsLLp27Wr3Wvfu3REbG4thw4ZJTiczMxPJycmIjY0FAERHRyMyMhInT5602+7UqVPWCcNat26NtLQ0HDx4EA899BAAYMuWLcjLy0OrVq3UHFYBcicAEZvkydXNWux9xWvLuiB0MxfKh9iNXqtlK/bE90TtlYdQaWcyojYdx/lH67n+kBOVtp9Gm127AACbP3oWdyOUj1tz7HquJaEGtdgaxY70rHRr2e3UyN1UicTYPiRTct07o0d5rqT8lXKPk5Lun8PaosnnWxF24Raa/GcbDsR1FdxOyjrAUbeB1qO/AQDsndQdV5tHS84HoG25KPf7dsyjUWb+l/rQQGg4DZemIjIGdrE2iMzMTCQlJSEpKQkAcPbsWSQlJeHChQsoXbo0GjRoYPcvMDAQERERdjNOd+nSBZ988on17wkTJmDr1q04d+4cdu3ahX79+sHf3x8xMTEAAJPJhIkTJ2Lu3LlYsWIFzpw5gylTpuDEiRN44YUXAORHk3v06IHhw4dj37592LlzJ0aPHo1nn31W0xmstaakgeVtkyZZxrUqmUAqs1JJHB7eDgDQdsZa4H/d7eUKTruLbi8vgQnAn4Nb4+9eDRWlo5ZWk2g5q5C4o3LFrqVE9oz6m1DTcNGi0ZMbHIDd/+oFAGieuAnB/71TYBuh+5jja355wOKtQNgD4HLLqtg/TrihbVRy7oHuupbUTMBp1OudqDBiBNkgDhw4gE6dOln/Hj9+PABgyJAhWLhwoaQ0kpOTcePGDevfKSkpiImJwc2bN1G2bFk88sgj2LNnD8qWLWvdJi4uDllZWRg3bhxu3bqFxo0bY+PGjahevbp1myVLlmD06NHo0qUL/Pz88NRTT2Hu3Lkqj1iYnImFxLpX2UYivCmapnSCJiX2j+uKBot3o+yxy6i94hBODmju+kO2zGZ0Hr8cJS6n4WapUtj2dl/N8iZ3qQ+x7YWWXBJKw9ln1VRolVR4HKPo3nT9ku8KHxnu8vegxXrheoxL1XvCOrnlhNjkXlK7DZ98uhke+ngLyh67jBYfbsKOGU9IzqvF9sjeaHPlZ2QXD8aGzwcJTvjlKXLLPy17Hzl25ZaynbP8EJF3YgTZIDp27Aiz2Vzgn7PG8blz5xAXF1fgtYSEBOvfy5Ytw+XLl5GdnY2UlBQsW7bMruFrER8fj4sXL+LOnTvYtWsXHnnkEbv3S5UqhaVLl+L27dtIT0/H/PnzUbx4cbWH7JKWE394w81K7pIXao8pu2QxHHi1CwCg9Tvr4J+dI+vzdb7bj1prkpDn74dVTz2FnGL6jVv0JG/pUUBEhYifH3ZNzV9nvvEX21E85b+yPv7QdaDVrF8AAFtnP4WM6DKaZ9EX6BXVZbSYyNgYQSZDc9ZIdtZocTW2WIjSG5URlmVQ20hOGtEBjb/YjrALt9Bg4U4cHtFB0udCz99Ex0krAQB7Xu+BuxOkr81tBFLGeSuJHmtZ6dFi0hsiraR9XnDMpyM9osuuxufL3Zce5bYW3aaVpHGua12ktKmOSruS8fDs9dj0cYykz30ybTYGdnoP/jnXceqJJuh+aCkSY1rK3r9aYt+TUE8aoaUQLZ/VYrI2Z9eTnHJdacSZiIyFEWTySlpOXiFnFk1fk1M0CHsn9QAAtHx/IwJvZ7n8jCknF91HfIPgzGxcblUVB7xs3BoReRepvWssZXmhmdzIZMLOaX0AAHW/3YdSJ65I+lj7N9ag5JnruF0hDFs+6A+oW8TAoyyNbKEGNBGRUowgk8+T0k3Zdsyy3MqV3uPbxCqCrj4jpcJw7LlWaPz2ZpS5cRP1Bv+CrZ06CT40sLzW4sNNiNx39n/j1p6D2V/dczYtxi1KHVssNmu1qxmunfGmscKWvGZluX4QQqQFZ2Wis3JZaU8fx8/JiXarLbeVlNFyOSvjrrSIxpnHGqHG2iNo/fbP+PnrF5ymkTgnEdXW/YmGz30Fs8mEXz8bhOySxXR7oCA2lldsbggASKiUIHk/Qr19PFEeq11iUoq0uWksv4ncgA1k8gipk2CIcXVTd1xX19k6u7aNZHdxtr6hFudFLnOAP/a+1we9hy1EmwO7cXpeV9y1ed+2y1pkSgpafbUeAPD7u08jI6q0XVpqJhkT69KspgIrd/1puQ1jZ397mieuJSo8tFj/Vum8C1pPZqi227WzY1HDsTwUK5d2/bsXqq37EzV+/hMV9p5FaquqBY4pcU4iil7NQJdXlwEADo3qiJT2tTTNsyOx70VoySs9G+qOD331LhOVXg9CeTPavYWoMGAXa3I7dxb2nmj8eqMzjzfGlWZVEHTnPlq8/6vgNoHZ2Xhy1Sr4mc042a8pTjjMes2buHHwu6DCwihlu5b5EGuoCy1p9N/aEfhrYCsAQNsZPwFmc8EPms14dPRSFL15B9caVsTuf/fWLL/ewHZ9bSIiVxhBJrfTKqooZ39yu/MppcUEMFLypPkT8P+NZXvqiU/RcOEu/PFyhwKzmvbYsAGlb91Cemgo1tTqhqyP03XrRij2nSdUSkD42HDdJkeTkgc9ZzYVih5IvSaUvEcklauIr6uIoSM5S/MYpSEMOC8j3JFHoX3ETYpDxVzgXEggKu7+G9Eb/8K5bvXt8tjoi+2I3nwCOSGB2DAvFrnBnq/+Sbm3i/VUUDOJolC6apeKEuqR5vj7EJpYzFk+jXTNExU2jCBToeAtSz95Mk8p7WriXOc68H+Qi9bv/GL3XvW1R9Ds0CGYAazu1w9ZRYp4JpMS6D2jrN6NTTZmyZdo8XvkzMCuXSoGJL3UDgDQdsZamHLzrO+VOnEF7ab9CADYPv1x3KoT4ZE8KmXEezUR+TbPP0IkEqHXbNVq6PV0V84YWKn7lpJX26feu6Y+hugtJ1BnxUEcGt0J1xtVQs5bF9D5s2/z32/bFuerVi2QvhpCUXcpY9OEJtnx1HIrWlMyflht9INILWeTVdnOr+DqepZyvTte67ZlmOP/K0nf04TKRCnzMxyI64oGi3ajzF+pqP39AZx4tiX8s3PQ46XFCMh6gHWVgN6nVgL/W6LPCGWdK2q+L7lloR5lp9jkca7GrrMsJ/IcNpDJrbTs6iy3oarVxC56VLC0qKioqQxYKpXXG1XCyaeaofbKQ2gzYy1+WP4SnvjhBxS9dw+pERHY8r8Zrt1145Z6XlxVHtWm425qrjGt1/smUspZ91U9ylDb+4Gate3lDN1QMgRIy4d5julkAzgQ1wWPTF+L1jN/wel+zdD67Z9R9uhl3C1dDM+3v2Nd0skoZZ1epF4Dni4X3Xk/JSLp2MWaDEHNDULKZ+XOlqq3xDmJhqugWM7H7n/1Qm6AH6K3nECPEd+gRnIyHgQEYNVTTyF0fBnxRAzE1TIijozyfegV4fKGyBkVDkZuECht8Gq9rRy2E3cdHt4emRXCEHrxv3j0lSVo9unvAIBNH8dg8ieJAJSN3TXyd+btWDYTGQ8jyGQYWkcWpCwX4ilaRxG0lF61DA42a46W+/ah9spDAIBfu3VDzps1rdto0Z3X8RxoeS6EKqJaTPjm7RitIHcS6+7saok9udeplMmWhNZ3d7Z/OfQqW5SkmVM0CHte74Gucd+h9uo/AAB/Dm2Dsz0aKErTHXMuePp+7CmuJvUiIs9hBJm8Em8i+trWvj3uBwYCAE7VrIkDLVp4OEdERMrp3QjTKzqsxF8DW+JWzXIAgP/WKIttbz7h4RwJK8z38cJ87ETegBFk8jpa3FikRg/kjnMWqyRpsQSUEKldzB2PQSiaYk2reHH8+PjjqHPiBH7p2RMwmWTnyxuiAq6iKZ6oxIhdc1qNoydyFznzTij5vYn9BpS+JzQBoBSuIsl69WBxPBZzgD82fjIQLT7ciF1vPIacYsGq0tayHBQb7lRYyjNXy00RkecxgkwkInxsuKY3LiNFGVw51rAhVvbvj7vFi+uSvie6O8s9/6y0EBVueo5J1tOVFtH4aelw3KxXQXVaWt8HCzPOWk3kHRhBJq+jZqyO3lE5x8qUq4mi1IxFNsLNVOy7kDK2TK9GsthstI5Lp7j6DowwbldKpUroXEtZLovIE7QYe+quRps7ZrfWi5Hnuyhs2Dgm8h5sIJOhOOv67KyLsNSJuDx185HaVU/oPccKjZL1PfXqyuWYlrNzbfTuY1Irsu5uJDs7X0KvS+0qart9VkYWMEtZ3ojEOPutCL0uVI4YeXJFb6NVNFttOe6J+687y2zbfbGhS+Qb2MWaDEvLG463V6x409WP1Eqku64hb79WqfByde1qMVu0UbowGx3Pk3ux3CbyLYwgk1eTc1OSGlHWcvkPNWy7xjlGjrXOl2N6rtaN1uu8OB6f1Ei5I7mVQzmRZAstH1oIHa/Ro+9Erjjr8eAskuwqrUQkuvwcfy/5lI6ddtbrxB0svaRcld9Sj03KfU0LfIBN5HvYQCYiUsBTXfiIiI0Srek1RlnO98SHG0RkFGwgk6E4RtJcRTLF0hAit1JltAiFHuOHne1HaQVUi3FqSiel0pKrqLIlypFQKUHxPsSW3nK1LZHRSF1yTq+0Ldvp8VvRa5k+vci5d9lum5CSYP1/KY1mLR9USD23ttFuOfcDPmgkIqnYQCZDkbNmpuN7to1qrdbYNAI1M6Jq0dDV47xptZa1pxrJthU5qXlQOtO3HjPipn1eMC9EvsIIwxP0nsna1Qz1SodtyMmz3vdUucNepFAyTEbPe6EclnxwkkUi/XGSLjI8qVE1sRufp29snlTYIo9aR3gc09M6fXfP2luYfwtE7uTOaLO7I9vubhzrsT+pUWc52xORb2AEmbyalGVCjNIgkLuWpi21a1mK3dhdRTrkPj13Z/TGcV9Sz6/SCWy05uocpc1NQ0KlBNFzKud8G+W3QIWXO7u5+mIkWW5ZpMcEgHp9fwmVEqyTdDkOYdHrO5S6PKIRWPKSlZXl2YwQFQKMIBO5kZ5d7pTwxHg6I1U41DLa90nkDRiJ816eWtOYiMidGEEmnyI0plPviIXUsbBGmdxFKB9iEWqpERCxyL3eY7j0ihyLsY3sWsityGn5eamTrwEcw0bu4+y61GvJNLE8COXDHdT2ALJNQynb+6Cz5bdc0ft7EspDQkoCMEn/WbaFulI7u26k9OghIu/GCDL5DLGZr/XYjzv36Wlxk+IQPjZcVZc8Pc+RJyK5no5qGG2GdSIyNrEGnavy2ZP3OD3LdyX3Na42QOT7GEEmryM2psr2bz1vVEqWn/I0KREI20iH0ORUiXMS3Rr5EeP4/aoZ4y3EWXq2lTUl15iryeRsx9M7cveEXkRqGL1M9DVi5Z+l3JJa/ji+7k7ueODpahZwC2flqpxGMn8HRN6HEWSD2LZtG/r06YPIyEiYTCasWbPG6bYjR46EyWRCYmKiaJoJCQkwmUx2/+rUqWO3TceOHQtsM3LkSLttHN83mUxYtmyZ0kOVzRJ9tP0H/PPkV2xtR70jl3JoedOXe0xyG46uGoYWnmiUqYlk60nK2s2O/+94LEqPS3bXbC7zRDpx9vsUKos9UT6rvS8oLceVfM4yWZU7Jwk06iSXnqDFfaYwnz8ib8YIskHcuXMHjRs3xvPPP48nn3zS6XarV6/Gnj17EBkZKSnd+vXrY9OmTda/AwIKfuXDhw/HjBkzrH8XLVq0wDYLFixAjx49rH+Hh4dL2j/Z0zrKaQTunJXWGyld/1gqteOeibTi+LDH6Nea0t+h3HLcyJP5OVv5wRu+PyK9zZoxCyGhIarTycrIQvzieA1yRO7CBrJB9OzZEz179hTd5tKlSxgzZgw2bNiA3r17S0o3ICAAERERotsULVrU5Tbh4eEut/EVWnQhFkrD8l/LshXA/yYgMTgplTujLN0i1i1ai/xJWQ5LCamfNWLknMjCGxtUrhrJzo4poVKCV5TfSnniuxT7LpzlR2mZaCnL1Sy9aOQHH0SkDrtYe4m8vDzExsZi4sSJqF+/vuTPnT59GpGRkahWrRoGDRqECxcuFNhmyZIlKFOmDBo0aIDJkyfj7t27BbYZNWoUypQpg5YtW2L+/Pkwm82qjkctb6yIeYqvRaxd0avSwsoQEZG+PDG/B8t2InLECLKXmD17NgICAjB27FjJn2nVqhUWLlyI2rVrIzU1FdOnT0e7du1w9OhRlChRAgAwcOBAREVFITIyEkeOHMHrr7+OkydPYtWqVdZ0ZsyYgc6dO6No0aL49ddf8corryAzM9NpXrKzs5GdnW39OyMjQ+FRi3NHI1nv5YmUchXlDh8brkvDWO2yRFoSizbYRpKFJqeRwvb8yV3myqjXDZErepffYhPR8feiD8ceNJ5ccksuvScmlNo4duy55Oxzcs+fEZbXIqKC2ED2AgcPHsRHH32EQ4cOwWQySf6cbZftRo0aoVWrVoiKisLy5cvxwgsvAABeeukl6zYNGzZEhQoV0KVLFyQnJ6N69eoAgClTpli3adq0Ke7cuYN3333XaQN55syZmD59uqxjNBItxofqMYu21Bu54w1czwiykW/cUs6XXt3kpJwXKesWO26v9pqyHC/XQSZn3FF+u1ob2cjlijtpNWeFt3UHlvr9e+KBrZbXptKhNSy/ifTHLtZeYPv27bh27RqqVKmCgIAABAQE4Pz583jttdcQHR0tOZ3w8HDUqlULZ86ccbpNq1atAMDlNikpKXZRBluTJ09Genq69d/Fixcl59GXaHkjVVO50bJixDGw2nN2ndjOtKvltRQ3KQ7xUzlZCAkzQvnNcuYf3tSw9TQ+WCEirTCC7AViY2PRtWtXu9e6d++O2NhYDBs2THI6mZmZSE5ORmxsrNNtkpKSAAAVKlQQ3aZkyZIIDg4WfD84ONjpe95Czo3W1QRVopW9SZJ3I8hVPtVGH5wt7eQrFRGh43PsWu2OY3W1D2fXkNxu4JZtOKMmOePO8ltuLwohaqPOrvZteV9NWeo43MOWFudAah4KQ2NbrCu50DbuxAc/RN6DDWSDyMzMtIvanj17FklJSShVqhSqVKmC0qVL220fGBiIiIgI1K5d2/paly5d0K9fP4wePRoAMGHCBPTp0wdRUVG4fPkypk2bBn9/f8TExAAAkpOTsXTpUvTq1QulS5fGkSNHMG7cOLRv3x6NGjUCAPz000+4evUqHn74YYSEhGDjxo145513MGHCBL1PiVfxpUajRWGoTBERUeHha/dpItIHG8gGceDAAXTq1Mn69/jx4wEAQ4YMwcKFCyWlkZycjBs3blj/TklJQUxMDG7evImyZcvikUcewZ49e1C2bFkAQFBQEDZt2oTExETcuXMHlStXxlNPPYU33njDmkZgYCA+/fRTjBs3DmazGTVq1MAHH3yA4cOHa3DUvkXORCdyoxHOli5yxR3jkD1Jz+iLu6LHSggtGUbkrdT8zoz6G5VL70iyq/uFr5xHW754TETkHmwgG0THjh1lLZ107tw5l68tW7ZMNI3KlStj69atotv06NEDPXr0kJwvyueurlRS9uOrjWM92c58LWfCLa2xSx6Rb3NVxrD8JiJyPzaQiXSgNOKrdh+W/bBSpZzj9+Sqkap141hpo9hdYxmJhGg9zMRdM1oLzQ4vd2y/VM7SdXbuWI6TLT1WxyAiYWwgEymkZl1dPdhWuLToWu1sYpm4SXE+17VXrOLh7D1v7L5nvR7uezQb5IP0Wv7GXfM7OCsr3dVIFSpjtHjYabS5JPRec9kIazrbXrNaN2jT5qYhKytL0zSJqCAu80REklkqa770FFusEuWNjWAib+ZLZYsWjNbAJXG8fol8AyPI5Fa+NNuz0bq0ahHpEIo8C6UrtmyJEKN+57b5cvw+hd7TkieXtiFyF8drVSzCZ5Sy1B0cy1VXS86JUfpZdy5pJ/Td6l2OOe5T7/JSr8gxy3ki92MEmdyuMFWCyDuxQkLkXrwvaEtJ5JnfgXKWc8dzSOQbGEEmj9AzkuzJ6JpRJ1WxrSxJmUDMVeVKLKps+bw3NDKFolmezLftvi15i5sUZz2fjpUvVsbImxlltn8jlNtye+VYiG3vKi3bHkOW/es1v4RYDwIt79lCaeh9ncktl+VGmR23y8rIAmZJyxsRKcMGMvkEI0zMARhzBmmhxq/aWVptK1aW/zfimstSrgV3NzLl7s/2YYNQA1puWkb6fsi7KClnjfCgTGwSPqP9HjyVH0v5LaUrvBpiZZjeQ7C0TF+L+4aUWamNNpSLqLBgF2sijRlpUhVnedFr6RIjMULFXAvOjkPJ8aXNTTPU9UnkLrYPmXylbNAaz4ux6D0PBhE5xwgyeTUpE3+oeRIu1vXL25/oKm0oWZ56i63D7A6uzr/U784IFQ+hPOgZOZg1YxbiF8drni6RK0rWclX7G7BtHHtzua1X2epqSIzQPVWv7tB6kLofsUm99Lpu5JTz3n79EnkTRpCJFLIdt1VYWG7martoE1HhZYSHUt7GKOUsG2hEVBgwgkw+R8qTcKnbi30uEYkFXjNag1npxC+2xM6P3HS1iNyqiT55ciIusXwLRbvFrlWlldSElARgEoD7ij5OpBnbaJje4yy9vVEnddJEKeWxsyiklHNku40nllBypPU+9e4pJpZfraPzRKQOI8jk1bS4kXh75ckTEuckqmocC/3tDp78rlnpIbLH8cDuZYSZ+rXiC8fgSMpSUb543ERGxAgyuZUeY2i0SFPJ540WLRajpEu0lKfdtpQ0gOU8LdfquvHk+GNXEWI+rCEj4xhIzxAqv4XuP2Lli2NZlzY3Lb9HCZzfEzw5g7LaCLU7IrFSzo/S+5tY/tM+l5YmESnHBjJ5jBZrH3qysuatS+ZIWQdZCaWVKSkVGakVEKn79mQXa6X7dpzRVMqxeuP1ScblDY1jqeWBt/42pOZbylAjyzAhV+WJ4zm1Xd7PMU2peZBKy4k1taSkPJbLWZpcB5lIf+xiTaSCUSZO8XZSxucKKczdzQrzsROROnGT4tjFXUM8j0S+hRFk8jlyGlTeEBHxFLGlPcSe0mvZLc+XGsdCXRylRF2ExqVJPXbH7piWv7MysrjMEymi5e/OE+Wvt0aOxbhapsnCGv2F6zkkxNZfl/pgWE03ZyOU71KvT1cPeKUciye7sxNRQYwgE5Fkeq8Fqdf2vkjud8HeDkSklrvXsPYFPAdE3ocRZHIrT02QJPY03BtuXo6NG3dEQZydM2dLfUiNkErdj5LtxJbKEMq3O69BLffJxjF5C7VLOckto41cntv+Dj0VyZYT/fUGYuWqnj2Q9JhrA/CeOgmRr2MDmbxaYb2ZaF3Rkjrpihg5DUC5a1U7vu5qH0aMMIs12N0+mzZnQSWF5D7oUXNt6/G7MMrkimINVSPkz9sIXZdShgSJUTIBJBH5BnaxJq9nxMaQ3iyTq2h57EaolGkx5ovEFcbfC3kfPa9T9qggIiIxjCCToYh1x9MrYuEssudqEiXLGpKeFD423LpUB6C+kavFElB6dF/2xHIh7qDXOXI1aQyXCSG1pPzO1fSS8MQwCL3o3SAXK/cLy8MAsevE1TVqpGuMD3+JjIERZCIBRrphOiN0Iy0slSEiKjy8oTwmz/DEnA5E5PsYQSaPkbv2rasJoSzbKJ2YQ2wMk9GIHaPWY+yURpWlVjpsI/G20XCjkhPZUhKdYGWNvIlQueyq/HZGaRRQ7n4KO8dl3/Smd5RW60ay3ssXuto/EXkeI8hEChj9ZmbkSLJj5cPIeVVDaP1iIl/m6gElSaNlmejsAaevlrt64rVNVHgwgkxeR+oMxnqMYdPzBumswqI0GmyU2VoB19+Br1XWHK8ToeiEXjOkshJH3kzLpXmEon7uKhPVlmlalt9SIsZ6RpWN2hMLEC6HjVqGFtZVO4g8gQ1k8hpi6xwKNTq0mqzLGccKjNS1ip0t0eSsgmKUxqNYPrSuADnrzubqO9G7IiZlLWVXeWQFh8g5LbuyyknDHUvnyaVFI1lKHuTuw1VDzcgNYmecTcjpqYeXzs5h2tw0ZGVlaZMhInKKXayJBEi9kVkqH0KVEKM0bH2FNzQsvSGPRGRPr7Jai4Y27yOFjzc+YCDyNYwgk1fT40biqpHjGOkVq8DYRgCkVnTUdnWzjVxIiYq4ilJIiRxrPQmL3Mix3uROKCeFkuiE3OEDYr0uiLSkVbRN7+tTSrkqVCbKjTC7s2Er1HtJzv4TKiXIjgjLnZDNKI0+Z2WnUfLnCpfpI3IPRpANYtu2bejTpw8iIyNhMpmwZs0ap9uOHDkSJpMJiYmJomkmJCTAZDLZ/atTp47dNh07diywzciRI+22uXDhAnr37o2iRYuiXLlymDhxInJycpQeqqH5QuPBWcVIryi30cdt+So2fslIfO3aKyyRW6HhSeRZvvZbIvJGjCAbxJ07d9C4cWM8//zzePLJJ51ut3r1auzZsweRkZGS0q1fvz42bdpk/TsgoOBXPnz4cMyYMcP6d9GiRa3/n5ubi969eyMiIgK7du1CamoqBg8ejMDAQLzzzjuS8mBkcm9ESrrMubuiJRbJcRbRtvy/3Oi1UKRX6XIsUietkhK50Kqyp2dFxfZcyR1bLfVc6TFRHZEQLcbcSh2/72o5KK1+t0qOR4/yXix6rebBp1C54mq5Iwu559gTZZHSslGvcl/OfBV6L41FROLYQDaInj17omfPnqLbXLp0CWPGjMGGDRvQu3dvSekGBAQgIiJCdJuiRYs63ebXX3/FX3/9hU2bNqF8+fJo0qQJ3nzzTbz++utISEhAUFCQpHwopfcNQk1lSqtJWGzT0yp9NceVOCdR8ueFtlN6Y5e7Tqo7ZvTUasIgV+k4Oxa5E9NxgjDyFKNEXD15jXuyW7UQteWXWCNSaLiHlP0U1oafs3Oox/AdIlKPXay9RF5eHmJjYzFx4kTUr19f8udOnz6NyMhIVKtWDYMGDcKFCxcKbLNkyRKUKVMGDRo0wOTJk3H37l3re7t370bDhg1Rvnx562vdu3dHRkYGjh07JrjP7OxsZGRk2P3zVXovGaImfXdVQtz1BN5bK1VSZ1aXMiZOaBZtV58hkkNq+R03Kc4wy8hZhI8N91iejPKAwELNig56Y8OPiIyOEWQvMXv2bAQEBGDs2LGSP9OqVSssXLgQtWvXRmpqKqZPn4527drh6NGjKFGiBABg4MCBiIqKQmRkJI4cOYLXX38dJ0+exKpVqwAAV65csWscA7D+feXKFcH9zpw5E9OnT1dymFZ6Tb4ld0keC3dUurSqYCWkJLicOMzVe0omj5ITSdZ7Mh+x7tueojQi7ypNV90kbfdtvY7vS94FFTJalN9SKe3CK/Re3KQ4JCJR94aqs3uB2PAUqesQS51AzJGU8k2vMtBdZauSB4JS7vdSu5TL5RhhL6yRcyJvxQiyFzh48CA++ugjLFy4ECaTSfLnevbsif79+6NRo0bo3r071q1bh7S0NCxfvty6zUsvvYTu3bujYcOGGDRoEBYvXozVq1cjOTlZcX4nT56M9PR067+LFy8qTksrUmfaJG0Z5bwXtu+aFTFSyojlt1RGi2jL5e35JyLyFYwge4Ht27fj2rVrqFKlivW13NxcvPbaa0hMTMS5c+ckpRMeHo5atWrhzJkzTrdp1aoVAODMmTOoXr06IiIisG/fPrttrl69CgBOxy0HBwcjODhYUp4A4XFSWk7o4apbqliepNBiLLKzdAH5keWESgma7F/s6bvSyUaUpiHlfXeTO75P7DoXosW4Z8c0XC3pReSs/A4fad992V1diqUO4XBXftRM3CU0X4CWc09I5e4Js+TMkyA1Ha0+LxaZVpNXI/ZiIiLpGEH2ArGxsThy5AiSkpKs/yIjIzFx4kRs2LBBcjqZmZlITk5GhQoVnG6TlJQEANZtWrdujT///BPXrl2zbrNx40aEhoaiXr16yg7IhlFvGkoa1Xrw5Lg2LY87fGy4R8+jJ68zva8lueuXGm2sJBVeSn4PRntQZgRanhOt55QQm+BLKm/vdWTUeg4ROccIskFkZmbaRXbPnj2LpKQklCpVClWqVEHp0qXttg8MDERERARq165tfa1Lly7o168fRo8eDQCYMGEC+vTpg6ioKFy+fBnTpk2Dv78/YmJiAADJyclYunQpevXqhdKlS+PIkSMYN24c2rdvj0aNGgEAunXrhnr16iE2NhZz5szBlStX8MYbb2DUqFGyosRCtLhJ6nnjkXqD1KvBoTRdrRu2FnovraL1rNTuGnMnJdogNnu1q89KIRatEDqvs2bMQvzieFX7JNKCYw8TPSf9E+o9oVX5rbTHj1aklNXO5iZw/Iyz3i5Ke824ek3pklFS9ylGbs8evWkVbSciddhANogDBw6gU6dO1r/Hjx8PABgyZAgWLlwoKY3k5GTcuHHD+ndKSgpiYmJw8+ZNlC1bFo888gj27NmDsmXLAgCCgoKwadMmJCYm4s6dO6hcuTKeeuopvPHGG9Y0/P39sXbtWrz88sto3bo1ihUrhiFDhtitm6yUVkvnSNlO7b7EuqZK7RInNR9SKlpKKxlyz4Wc7cUqT1o1BKVyxzJTWnDX+XBHt00ipcQaJ2qW4ZO7nZrfiJTPumtZOiX7Fup2LTTRlNp8yM2XVtvKndBLS866tHOJJyLjYgPZIDp27Aiz2Sx5e6Fxx46vLVu2TDSNypUrY+vWrS73FRUVhXXr1knOm6/SYvymO9buFdu3ntuTcQhF4thIpsKC4+y9gzvvhd40izQbx0SexwYyeZycSDAg/DRbaRpSubP7nFaTbLli21iXcv7kdLcW+oyzz8mNOGvRpVkpd1SytLrWbM9BItSlReTI012KtWTUYxDrei71HubJ8btKI9pqumHLvS+4s9Gs9rwQkftwki4iL2aZ/ErpTVXvyoHRntg7O09qu/mxUkNEemDZ4pv4vRIZmyYR5OzsbBw6dAjXrl1D27ZtUaZMGS2SpUJMLFop1E3Z9smsluN6pCzB4WoMm9JGoqtIafhY18uuSJkkRerYLKXLcGnVSNYqHcdry3Ie5USR9Krc2H6faiJ0lnOVkJJg97p1mMB9RdkjsjJC1NWTQ1bUcry3CJ1PKVFWOeOC5URtbaPWcnsYCb0m5T4uxlsmcZTCW69ZosJEdQN57ty5SEhIQHp6OoD8JYA6d+6MGzduoE6dOpgzZw6ef/551Rkl3+XqJiq2vZz3XHE2w6nUSVycvadHt1zHxrEtZ+dMTR60uqGr6San9BjEKlaW17Wu7MutzMkZMyml4Wzd9yTJyRLJYoQx7c5+Y5Z8CTVC5U6C6I7GjJoHq3p115W6fyVluqu0tT7ncspjd3zfUst7Z9do/FSuQECkN1VdrBcsWIC4uDj06NEDX331ld0kU2XKlEHnzp1dThRFZHRSKoGuttH6puvOSWiM9LTbSF3J0+amSR6LrRWhCLOz7ThREemN15h6WvY6smWkctuRJ/KmNApuNPzNEbmHqgjy+++/jyeeeAJLly7FzZs3C7z/0EMPYe7cuWp2QYWMVkt8KOEYdbCtuAhVYqR2hxWLiisdzyq3UqX1skdarGEtpYuhEGu34UnG6OYpl9harLZROct2rhrCcs4BK1dUmAj9NsR+L469hfTqhiv0O9S7y6/RGn9GbSTrsU9nPb5sr0Wl90Mi0oeqCPKZM2fQs2dPp++XKlVKsOFMZHS8OfkWo1UOiYj0ZLQJEomIvImqCHJ4eDhu3Ljh9P2//voLERERanZB5HZqGsdyJ1Zy91g3qTwRuXdFSvTTElF1dl6VLpUil5rJ4ORGeRl5IHdy1sPB2XUn9/r0xPJRzvLoalkgpeWHu45N7sRccngyAix3355Y3snumnIyF4Sr3kFE5DmqIsi9evXCf/7zH6SlpRV479ixY/jiiy/w+OOPq9kFEREAZZVKPStxapbXIvI2aZ+nqU7DGx7eeCKPejbWfDGSrNcYbV88V0SkjKoI8ltvvYVWrVqhQYMG6NOnD0wmExYtWoT58+dj5cqVqFChAqZOnapVXslHyJlFlA0Qz9B7+RSlyxlJ2UbOuFy9ZoBVSmxMmlRC45iJtOBq/K6SWf49xdWYUGe0Khf0aIw5W35PySzORisbXa1woSRPQisjqL33scwl8g2qGsiRkZE4ePAg/vWvf+G7776D2WzG119/jRIlSiAmJgazZs3imshUgFDlXU7lSe8lIqTcIJ3dBMXWstSyQuSOJ91iDynUHpPWlWWpjWwpUQPHbaSm7aqBIFZxEltbWwlW0sgo5P7W9WxIe/p34a4IpW3Dz9WyiFKWVnRGTmNSzpKNQunqFfGV0kj25vW2iUgZ1esglytXDl9++SW+/PJLXL9+HXl5eShbtiz8/FT13iYfYln+Kzs7G1kZWf+8cf+f/42Li8OsGbOsf2dl5W9nt73De84IfUaOrKws0TTE1iAU+5yW+XaVlpbUHJOUNDRxX/l+HI/BNg3b79rxGhXKg+j+7zt/y9k+dfO/vNguzUckREr5baH771wtkd8goH/+9S63bfMvdg+1FTI0RHb3+ayMLOtnpJ4zoWN39llX92ChNNV8d0Ln4MqcKwgfGS77OF1dY5pg+U2kO5OZvzDSWUpKCipXruzpbBCRg4sXL6JSpUqezgYZGMtvImNi+a2fjIwMhIWFYda5WQgJDVGdXlZGFuKj45Geno7Q0FANckh6kxVBnjFjhuwdmEwmTJkyRfbnyHdERkbi4sWLKFGiBEwmk9v2m5GRgcqVK+PixYsskCTiOZPPG8+Z2WzG7du3ERkZ6emskMGx/PYePGfKeNt5Y/lNpD9ZDeSEhIQCr1lumI6BaJPJBLPZzAYywc/Pz6NPOUNDQ73ipmckPGfyeds5CwsL83QWyAuw/PY+PGfKeNN5Y/lNpC9ZA4Xz8vLs/l28eBENGzZETEwM9u3bh/T0dKSnp2Pv3r149tln0bhxY1y8eFGvvBMRERERERFpRtVMWqNGjULNmjXxzTffoHnz5ihRogRKlCiBFi1aYMmSJahevTpGjRqlVV6JiIiIiIiIdKOqgbxlyxZ07tzZ6ftdunTB5s2b1eyCSLHg4GBMmzYNwcHBns6K1+A5k4/njEh7/F3Jx3OmDM8bETlSNYt1uXLl0KNHDyxevFjw/djYWGzYsAHXrl1TnEEiIiIiIiJ34CzWpCqCPGjQICxZsgRjx47F6dOnrWOTT58+jTFjxmDp0qUYNGiQVnklIiIiIiIi0o2sWawdzZ49Gzdu3MAnn3yCTz/9FH5++e3tvLw8mM1mxMTEYPbs2ZpklIiIiIiIiEhPqhrIQUFB+PrrrzFx4kSsW7cO58+fBwBERUWhZ8+eaNy4sSaZJCIiIiIiItKbqgayRaNGjdCoUSMtkiIiIiIiIiLyCFVjkImIiIiIiIh8haoIsp+fH0wmk8vtcnNz1eyGiIiIiIiISHeqGshTp04t0EDOzc3FuXPnsGbNGtSuXRuPPfaYqgwSERERERERuYOqBnJCQoLT91JTU/Hwww+jVq1aanZBRERERERE5Ba6jUGuUKECRo4ciTfffFOvXRARERERERFpRtdJuooVK4azZ8/quQsiIiIiIiIiTejWQD569Cjmzp3LLtZEREREREQSDB06FCaTqcC/M2fOeCw/ffv29ci+PUXVGOSqVasKzmKdlpaG9PR0FC1aFGvWrFGzCyIiIiIiokKjR48eWLBggd1rZcuWlZ3O/fv3ERQUpFW2Cg1VDeQOHToUaCCbTCaULFkS1atXx7PPPotSpUqpyiAREREREVFhERwcjIiIiAKvb926FRMnTsThw4dRqlQpDBkyBG+99RYCAvKbdB07dkSDBg0QEBCAb775Bg0bNsRvv/2Go0ePYuLEidi+fTuKFSuGbt264cMPP0SZMmUAACtWrMD06dNx5swZFC1aFE2bNsUPP/yAd999F4sWLQIAa5vvt99+Q8eOHd1zIjxEVQN54cKFGmWDiIiIiIjIN2VkZNj9HRwcjODgYMmfv3TpEnr16oWhQ4di8eLFOHHiBIYPH46QkBC7lYUWLVqEl19+GTt37gSQ37O3c+fOePHFF/Hhhx/i3r17eP311zFgwABs2bIFqampiImJwZw5c9CvXz/cvn0b27dvh9lsxoQJE3D8+HFkZGRYI9qFIfipqoH8/PPPY8SIEWjVqpXg+/v27cPnn3+O+fPnq9kNERERERGR16pcubLd39OmTXO6ZO7atWtRvHhx6989e/ZErVq1ULlyZXzyyScwmUyoU6cOLl++jNdffx1Tp06Fn1/+1FI1a9bEnDlzrJ9966230LRpU7zzzjvW1+bPn4/KlSvj1KlTyMzMRE5ODp588klERUUBABo2bGjdtkiRIsjOzhaMaPsq1RHkrl27Om0gnz17FosWLWIDmYiIiIiICq2LFy8iNDTU+rdY9LhTp0747LPPrH8XK1YMo0aNQuvWre2Gt7Zt2xaZmZlISUlBlSpVAAAPPfSQXVqHDx/Gb7/9ZtfgtkhOTka3bt3QpUsXNGzYEN27d0e3bt3w9NNPo2TJkoqP1dupaiC7cvnyZRQpUkTPXRARERERERlaaGioXQNZTLFixVCjRg1F+ylWrJjd35mZmejTpw9mz55dYNsKFSrA398fGzduxK5du/Drr7/i448/xr///W/s3bsXVatWVZQHbye7gfzDDz/ghx9+sP79n//8B5s2bSqwXVpaGjZt2oQWLVqoyyEREREREVEhVrduXaxcuRJms9kaRd65cydKlCiBSpUqOf1cs2bNsHLlSkRHR1sn83JkMpnQtm1btG3bFlOnTkVUVBRWr16N8ePHIygoCLm5ubock1HJbiD/9ddf+P777wHkn8y9e/fi4MGDdtuYTCYUK1YM7du3xwcffKBNTomIiIiIiAqhV155BYmJiRgzZgxGjx6NkydPYtq0aRg/frx1/LGQUaNG4YsvvkBMTAwmTZqEUqVK4cyZM1i2bBm+/PJLHDhwAJs3b0a3bt1Qrlw57N27F9evX0fdunUBANHR0diwYQNOnjyJ0qVLIywsDIGBge46bI9wfjadmDx5Mm7fvo3bt2/DbDbjq6++sv5t+ZeRkYHU1FSsXbsWtWrV0iPfREREREREhULFihWxbt067Nu3D40bN8bIkSPxwgsv4I033hD9XGRkJHbu3Inc3Fx069YNDRs2RFxcHMLDw+Hn54fQ0FBs27YNvXr1Qq1atfDGG2/g/fffR8+ePQEAw4cPR+3atdG8eXOULVvWOju2LzOZzWazpzNBRERERETkaRkZGQgLC8Osc7MQEhqiOr2sjCzER8cjPT1d8hhk8izZEWQi8i779+/H6NGjUb9+fRQrVgxVqlTBgAEDcOrUqQLbHj9+HD169EDx4sVRqlQpxMbG4vr16wW2e/vtt/H444+jfPnyMJlMTpcpAIBly5ahWbNmCAkJQdmyZfHCCy/gxo0bWh4iEZFP0rr8PnHiBCZNmoQmTZqgRIkSqFChAnr37o0DBw4I7v/SpUsYMGAAwsPDERoaiieeeAJ///23LsdKRGQUsiLIfn5+8PPzw927dxEUFAQ/Pz+7qcYFd2AyIScnR3VGiUiZp59+Gjt37kT//v3RqFEjXLlyBZ988gkyMzOxZ88eNGjQAACQkpKCpk2bIiwsDGPHjkVmZibee+89VKlSBfv27UNQUJA1TZPJhIiICDRu3BgbNmxwupbfZ599hldeeQVdunTBk08+iZSUFHz00UeoUaMG9u7di5AQ9U9miYh8ldbl94QJE/DVV1/hqaeeQsuWLZGeno558+bh3LlzWL9+Pbp27Wrdd2ZmJpo1a4b09HS89tprCAwMxIcffgiz2YykpCSULl3aI+eESG+MIJOsSbqmTp0Kk8lknQHN8jcRGdf48eOxdOlSuwbuM888g4YN/7+9+w6Potr7AP7dFBJCCyUQIhB6pIMgSK9SRUWuhRJRLIAKBgQEGwG9gKASsVzLBZEXEFEBuxSl92JAOoQaCERKgAAJkMz7R+6uu5vZ2ZnZmdmZ3e/neXg0u7NnzszOnjlnfqc0wNSpUzFv3jwAwOTJk3Ht2jXs2LHDsZZe8+bNce+992LOnDl49tlnHZ8/duwYqlativPnzyMmJkZ0vzdv3sQrr7yCdu3aYcWKFY6yolWrVujduzc+//xzDB8+XK/DJiKyPK3L7379+iE5OdllPdTBgwejTp06SE5Odmkgf/zxxzh8+DC2bt3qWJGkR48eqF+/Pt59911MnjxZ9+MnIvIHjkEmClL2heTts9BXqFAB7du3x6JFi1y2S0hIQOXKlUWXc7M3kMUiyDt37kTTpk3x0Ucf4bnnnnN5r0SJEmjYsGFQTPRARKQ1LcpvZ3379sXq1atx4cIFx2vNmzcHAGzdutVl227duiEtLQ1Hjhzx+TiIzIgRZPJpDPKkSZOwZ88ej+/v3bsXkyZN8mUXRKQDQRBw7tw5lCtXDkDBOLPMzEw0a9as0LbNmzfHn3/+qXgfubm5AICiRYsWeq9o0aL4888/kZ+frzhdIqJgpkf5ffbsWUd6AJCfn4/du3d7TDMtLQ1Xr1714SiIiMzLpwZycnIydu/e7fH9PXv2YOLEib7sgoh0MH/+fJw+fRqPPvooACAjIwMAULFixULbVqxYERcvXnQ0eOWqVasWbDZboSjxwYMH8ffff+PGjRu4dOmSyiMgIgpOWpff69atw6ZNmxzpAXB8xlOaAHDmzBmfjoOIyKwUjUFW6uLFiy7jZojI/w4cOIDnn38eLVu2xKBBgwAAN27cAABEREQU2t4+kdaNGzdE3/ekXLlyeOSRR/Dll1+iTp066NOnD06fPo3hw4cjPDwct27dcuyXiIi807r8zszMRP/+/VGtWjWMHTvW8brcNImIApHiBvLatWuxevVqx9+LFy8WHYeSlZWFr7/+Gg0aNPApg0SknbNnz6JXr14oVaoUvv32W4SGhgL4pxu0WJQhJyfHZRslPv30U9y4cQOjR4/G6NGjAQADBw5EjRo1sHjxYpeJYoiIyDOty+9r167hvvvuw9WrV7F+/XqX8livewIRkRUobiCvWrXK0W3aZrNh8eLFWLx4sei2devWxQcffOBbDolIE5cvX0aPHj2QlZWFdevWIS4uzvGevcucvaues4yMDJQpU0ZR9NiuVKlS+P7773Hy5EkcP34c8fHxiI+PR6tWrRATE4Po6GjVx0NEFCy0Lr9v3ryJhx56CLt378ayZcscy0XZ2T/jKU0ALnkgIgokihvIY8eOxQsvvABBEFC+fHl88skn6Nu3r8s2NpsNUVFRXOOUyCRycnLQu3dvHDp0CCtXrkTdunVd3r/jjjsQExOD7du3F/rs1q1b0bhxY5/2X6VKFcfSI1lZWdixY0ehcoOIiArTuvzOz8/H448/jt9//x2LFi1C+/btC30uJCQEDRo0EE1zy5YtqF69OkqUKOHbgRERmZTiSbqKFi2KsmXLoly5cjh27BgGDhyIsmXLuvwrU6YMG8dEJpGXl4dHH30UmzZtwjfffIOWLVuKbte3b1/89NNPOHXqlOO133//HYcOHcLDDz+sWX7Gjx+P27dvY+TIkZqlSUQUiPQov4cPH46vv/4aH3/8MR566CGP+/7Xv/6Fbdu2uTSSDx48iD/++EPTewIRkdlwHWSiAJeUlIT3338fvXv3xiOPPFLo/YEDBwIATp06hSZNmiA6OhovvvgisrOzMX36dFSqVAnbtm1z6aL3f//3fzhx4gSuX7+OKVOmoGPHjujUqRMAIDExEfHx8QCAqVOnYs+ePWjRogXCwsKwdOlSLF++HG+99RZeffVVA46eiMi6tC6/U1JSMHLkSLRs2bLQ+vQA0KdPHxQrVgwAcPXqVTRp0gRXr17F6NGjER4ejvfeew95eXlITU1FTEyMjkdO5D9cB5l8biDv3r0bH3zwAXbu3InLly8XWtfUZrMhLS3Np0wSkXodOnTAmjVrPL7vXATs3bsXo0aNwvr161GkSBH06tUL7777LipUqCA7zVWrVqFDhw4AgJ9//hmTJk3C/v37kZeXh4YNG2LUqFGMPhARyaB1+f3EE0/gyy+/9JjesWPHULVqVcff6enpGDlyJJYvX478/Hx06NABM2bMQM2aNX07MCITYwOZfGogr169Gt27d0fp0qXRrFkz/Pzzz+jUqRNycnKwadMm1KtXD02bNsUXX3yhZZ6JiIiIiIg0xwYyKR6D7OyNN95A9erVcfDgQUcj+JVXXsH69euxceNGpKeni3YJIiIiIiIiIjIbnxrIO3fuxFNPPYWSJUs61uPLy8sDALRo0QJDhgzB66+/7nsuiYiIiIiIiHTmUwM5LCzMMc1/dHQ0wsPDkZmZ6Xi/evXq2Ldvn285JCIiIiIiIjKATw3kmjVr4vDhwwAKJuO68847sWTJEsf7P//8M2JjY33LIREREREREZEBfGog9+zZE1999RVu374NABg1ahQWL16MWrVqoVatWvjhhx8wZMgQTTJKREREREREpKcwXz78+uuv48UXX3SMPx40aBBCQ0Px3XffITQ0FC+++CL69OmjSUaJiIiIiIiI9ORTAzk8PBxly5Z1eW3gwIGOhev//e9/Iz4+3hFhpuCUn5+PM2fOoESJErDZbP7ODlHQEwQBV69eRVxcHEJCfOpIRAGO5TeRubD8JtKfTw1kOXxYZpkCxJkzZ1C5cmV/Z4OI3Jw6dQqVKlXydzbIxFh+E5kTy28i/ejeQCayz3Se/FcykqcnAwCmTpoqum3WJ1m65iV6aLSh+/FE7/0HMm/nVoz7+VZ6HXjb57g3xinOk1/dBLDwn98mkSf2a2TkyJGIiIgo9FvQqyyT+s35Y59SAqk8dz4HWpWPYjyVmWJ1A0/5UPt9Wa68dsfym0h3bCCT7uzd8iJLRAJFCl4b99Y/N6iUaSkAgKyZWYiMjNR8/9Ejogu9psd+XNIv6Tl9vY4zWEidWzHO59v9WogdG4usmVku79n/lrvPpLFJjuvaathllryxXyMRERGIjIws9FuIHet5pQqx35JcUr85vcpPNWULoP/9xAjuZaO3+5TYfVWJlJQUWdtJld9SksYmeX7TouW1O5bfRPphA5mCUvSIaJ8qb97SDlZ6nVel51RJHtzTdj8GsX1LVr6IApRRZZs/ylA9y5hAJPf4ffkus2ZmBfX9lIj8R3EDeefOnbK3PXPmjNLkiQyjR2MumG/mgXTs9mvDfkz2BnHKtBQ2jol0xMZxYFHbyOU5JiJ/UtxAbtasmexuHYIgsAsIyaZ1g1XqpuyPm28g3/D1qtRKpZs0NsnRPd+ofbNxTCTOiPLNDL1TApHzOTDqHqznZ4mIfKW4gfzFF1/okQ8iIiIiMhAbokREhSluIA8aNEiPfBBZmqdKRiBHjZ35Y6yY0uixp/wxKkxkHu6T5ulFbfqBUKab9dzaKbmfeLpeOByGiHzBFcYp6BhVwQmEipQSZhnPLZYPRkmIyFfBVqb7g9JzHD0i2mP5rucQHCIKbJzFmoKCnJuu2E1Wz88FIq2Om41jouAkVZ5KLcWmpWAsv81wzErz4Bwh9tQYZiSZiNRgA5lMRcsKkC9L/cjZ1p6+tyWBSJrcc+Y8k7TWaRKROTmXr1rcF8w2eaPRlD7QlTt5prcJFZ15KsPllNueymxP9weW8USkBrtYU9Bjozaw8PskIipMadmoV1mqttGq9HNsHBORWowgE7lxniBEqoIgtjRGMEQg1PC1ouVc0fFW6UlBSqHtUqal+GUiMaJgoce68krSldP7KJh//1oPBVJyLsW6OcvpHu0uuVKyy769pWF/jQ1lIlKKEWTym5RpKaaYREOsCx8butblqTLkXqFjpYlIW2ZugJo5byQPv0MiMgojyOQ3Rk+8Iicv7q/JGa/Gm7Y4Lc+LcwRC6qGKfRupaAUR+c5T+adVJFltGmL791YWBcMDUV960Lh/zpfJtKTeVzq/hBkesBNRYGIDmfzGuZuUGW90cidzCYbKlRJ6PTBgdzki/4keGu1SVuu19rvaz3OyRO+UnltP51TPsclK6gK8FxCRXtjFmvwmaWySaW9wwT7TaSAwSxd+omDBsjFwGfXdmrVOQETBhRFkMkzWJ1kuDRaz3gjZOFbOnxEbb41gRp6JfOdefhtFr8m/7IKlTFd7HuVO7iV1D+BaxERkNYwgE5FP2J2RiCjwsGwnomDFBjIZzr1rdXKlZFM9xTdTXszODNF2uZEJdrcmIrusmVlBUdZHj4g2pKEbDOeSiIIHG8hEpIoVowtsJBMRG3P6kDqvcsteuduxyzYR6YljkMkw9llQzcoMy02ZnZJGsRENaDUNXiuMgyeyCr3LS7npy12Sj+W7PFLnU+o8Si0n5W0sMhvHRGQWbCATwfs6j1aMlmrFbMeuNgps1uXE1OCkNxRsvC0rJTVxlNnKMH+wl39yHxAonYhLyTaeOJdpgVJWE5E1sYs1+ZUZboJyb+iMPJCZmOG3Q2QENnCtgd8TEQUKRpDJb8xQwRe7oYt1H2PjWJrz+TFrJck56mq/9qzW3doMvxkiI8ktT5yHyHiLNgcje9mRnJ6M5ErJXrfX+z7IXjBEZGaMIBMREZElsQeQ9Yg9oCQiMhNGkMlw9puiXhUWsQqTkn2xIlVAbSTYeUIcO7FIgdh4OKOiz4ESuWAUhoxin2RR7/JbDW/lhpnyahSpibLknA+l50xu2e3eKFbSSGZZR0RGYQSZyI1ZuwibmX2tTed/SiszWp73QK1IuR9XoB4nWZcWv2PncsTX/Qdj41gpsfLb+fy7fxdKvxctvgOWdURkJEaQiUgTrMAYI5Bm46bAolXjWCtsHMvnqZeP83tyxi4TEQUCNpBNYu3atZg+fTp27NiBjIwMLFmyBA8++KDotkOHDsWnn36KGTNmICkpyWOaycnJmDhxostrCQkJOHDgAADg+PHjqFatmuhnFy1ahIcffhgAYLPZCr3/1Vdf4bHHHpNxZMZSOqGLGFaqtOHciBObDMt9wiy99u28X/cKn1XJyT+7X5Me9GgssdeONtRG3D2VE85ltPvkZ0r25TzhF79rIrICdrE2iWvXrqFRo0b46KOPJLdbsmQJNm/ejLi4OFnp1qtXDxkZGY5/69evd7xXuXJll/cyMjIwceJEFC9eHD169HBJ54svvnDZzlPj3ax4U9af3IYuo5/64zkmvbFMJSKiQMUIskn06NGjUKPU3enTpzF8+HAsW7YMvXr1kpVuWFgYYmNjRd8LDQ0t9N6SJUvwyCOPoHjx4i6vR0dHe0xHLaPHiimJLjOKrFzWzCwkV0qWdZ790YATi2gHYoSVjWMyghY9QNTOQM3GuTg1UVp7uW2XnP7P/zt/t76ec18/zx4xRGQkRpAtIj8/H4mJiRgzZgzq1asn+3OHDx9GXFwcqlevjgEDBuDkyZMet92xYwdSU1Px1FNPFXrv+eefR7ly5dC8eXPMnj0bgiB4TCc3NxdXrlxx+QcAWZ9kyc43WY/aSXVIO2wck688ld9y6fFw0ZeuvaQMyxAiIkaQLePtt99GWFgYRowYIfszLVq0wJw5c5CQkODoPt22bVvs2bMHJUqUKLT9rFmzUKdOHbRq1crl9UmTJqFTp06IiorC8uXL8dxzzyE7O9tjXqZMmVJo7LOdP26+zhU2VphIa87RaE9jn/XeN5FWpMpvb+Q2jrWYnVrJ59gjSBmWK/4VyD2ciKyCDWQL2LFjB95//33s3LlTdMIsT5y7bDds2BAtWrRAfHw8Fi1aVChKfOPGDSxYsACvv/56oXScX2vSpAmuXbuG6dOne2wgjx8/HqNGjXL8feXKFVSuXFl2vtVQ2lXP2/b294O5YuXpXLlP1mJ0fgBzPuhQU6l0rwjJbWArHe/NihbJJbf8FrsG5ZSbZvztBhq971v2h4Ge7gVS91mp+4dYvgP5euGDCCLzYhdrC1i3bh0yMzNRpUoVhIWFISwsDCdOnMBLL72EqlWryk4nOjoatWvXxpEjRwq99+233+L69et4/PHHvabTokULpKenIzc3V/T9iIgIlCxZ0uWfN8HcELUSs3xPZskHUaBRU34TKcHym4jMjhFkC0hMTESXLl1cXuvWrRsSExPx5JNPyk4nOzsbaWlpSExMLPTerFmzcP/99yMmJsZrOqmpqShdujQiIiJk71uKLzdL+xIVKUjRJC9UmNj3IxYh0HsiHS2j+lpEVNVGcZ0nmxGLHLvnTeo9udzzmnMlB+PmjlOVFpEzLX+PWkfUgrUhpne3cnv0GFA3MZj9c4EcHZbCHkBE5scGsklkZ2e7RHaPHTuG1NRUlClTBlWqVEHZsmVdtg8PD0dsbCwSEhIcr3Xu3Bl9+vTBCy+8AAAYPXo0evfujfj4eJw5cwYTJkxAaGgo+vXr55LWkSNHsHbtWvzyyy+F8vXjjz/i3LlzuOeeexAZGYkVK1Zg8uTJGD16tJaHr4rU+o0U2KxeseKMrESu2N3UWji2m4gCGRvIJrF9+3Z07NjR8bd9DNigQYMwZ84cWWmkpaXh/Pnzjr/T09PRr18/XLhwATExMWjTpg02b95cKEo8e/ZsVKpUCV27di2UZnh4OD766COMHDkSgiCgZs2aeO+99/DMM88oPsbooeINWuclJkQ/56Ex5JyWL+M01T4BJ/9EaPT+nrSI2HpLV+xvNWk4C7bxe+Rf9t+GWPkt1rNE6lpk49g8lJQjzo1kLSZok3ovEB4o8jonsg42kE2iQ4cOkksnuTt+/LjX1xYuXCgrrcmTJ2Py5Mmi73Xv3h3du3eXnS8pWZ9kKY6ceatUeUrLfiPydNOWczPn03HyZxc3JZUppdfquDfYvZqMwYc01ifVHdpTJNnb9+5p1n+x7YJZsB8/kb9wki4KON4ax3KwcUxWofRaZYWLiJRSMjM5H4pog2U1kf8wgkyGs0I3Iy7zZBy9JuiRojQyLLa91GflHosvQwPslFyrrHCR1pLTkx3/b7ayPVjLcS2OV+kYY6WNYrNdK0ZQeq/jJF1E/sMIMhGRibAyRERmwEgwEQUrRpApoDg/mZVagoj8T6ohqPeSUb4sl2REA1ZqqSdnzmMDgzVaRtbkfI07T/Ql57fufI2zEacttd2l+Z2Ic75niJXjnCSUyJwYQSaSwJuWfzifdz2+g0Dq3scGMVmN+wMgJb9xXu/60uL88jtyJXW/iR4RzXoGkQkxgkyGsS/zJKdx4v402rlCZXTjhus9akerGcy14B4NFhvv5X6tmbX7s/sss6xwkdGkomPOokdEi/bEcC9nxSKSevcsoQKeZq32Nu+Ct+/PG3/e58Vo2WPIl+PhWGQi47GBTIaT093I/TVPNxctb6JilQI2jJVTU7HSitxJr8S6MIt9VsmkKmao0AFsNJD+vF3rUuWmvZyVGjbg6TX3hrLU8kOknJHn0ltjzwyNQV/yYJb7ARGpwy7WZAlGNVTZIA4+rMgQycffS2DSq3HMBxhEZEWMIJNhsj7xHAm2k5poSO1kFkobvWwkq6O2IuTLMk9ynvA7p682IqBkP/Z9aUVJTws7VkrJH3wtO6WGs4gNIciamcVJjgwgt9yU8x2YITJsBLk95dQsj3V22llMxVT1mSMirxhBJkthJYi0FiwVNiIrECvjWe7rjw+GiYj+wQgyWQYrSdblz0lG5Ozb03tK861391M5lVj+Tsgf5Daw5FyfzpFkLa5nLvknj55juq36INJTmS73eKQmJlUTPQYKJjxlAJlIX2wgkymJdbVT2i2JFSFjeavQal1BUlJB8ZVR6x9rQU4ld+qkqRg3d5wxGSJSQWlDWmm6vD/ozyplpidyJniUw7m7tafhMXywSWQu7GJNpsUbRuCwekUJCJzJiQLlOIiIrMTb3BFEZB6MIJOp+buRzK558nj7ngJ5HUcj17dk9Iv8JeuTLCRXSnZce8npyYW2Sa5U+DWz4W+nMDWReHfOXYkDrZyX6iYtl1bdrInIGGwgE8mkRSUiEPEGbw2BVmkl82EZGdy0aEiajVZDdMiasj7JQmRkpM/p5OTkaJAbMhIbyGQo57E27jce53GevtxQ9KygeWoMBmulUO0kI1osiaT3uGAjKzV674uNY9KK4zc/Vt3nlY63lJp7IljLXT24n1uxMsO5nPJUplg5kixVDlvtWIjINxyDTKbEm5H5aRE51qvbmlH8vX85+FsiIzhPQBQ9IlqXniXODWI2jvXDMoOIgh0jyGQa7jdlf3bXUjJLdjB2Mfb1mJV+r1LXgl6RZLF9atXLQQ/O3wkruKQHT79799l59Sy7fWkYs1HtSmxOA7Gx5XZS5YrZykNfaFl+anFeCuXnps9JEpEXbCCT38hZQkFNRUuLiYykGr9Sy08FMl8axd6663njr8qX2DAAf/J0rSn5bpLGJrGCRbpyrNfqpSx2L2fFul/LHdespMwOdlLnOLlSMqJHRKte+93MD+e8PUxVm3etloMiIvNgF2siIgsLxh4MZG72xpanRgIbrIHJCo1Cfz/kJCJrYASZTEPq5io1UYueWJHznRaVJm8T+9grPfbt9KqoKe3RoGVXU2+/gWDu8k/+5TzsIGtmVkE33bGu77kvAWVUl2xAPEIdrGW7p/JB6XkR+77cJ+eSM6mXP+gV8dVi8klP6RGRsRhBJlPgjcDc1Da6+L1qI1gr82Q9vjygMeLhTjD/luScXz5gU4f3OqLAwggy+Z1eN5ZgjxRoRWmFSY/vU24e7NuZJXKhNIrAa5XMTo8xnM6fNaILLH9nhWkdQQ0GUstZ+RJNDrbzSGRGbCCT4dR0BXWeRETpOprO2yqpGLGB7Z0VbuRmaSzrzdP64kRmFj0iWvWaymKk7g9yJ/wKJHLWN1bD/YGGFcodsa78cvLt6RilupIrXV3BCuePKJiwizWRCOdKBbucERFpj2WrsdgIU8658as0EswJwYisixFk8gu5FSPnGwwjusaS+o58rWhZteLgLd9adhOV+xthpZeMpHZZn+T0ZJf1kp2vb6nfi1hE2Ns9gBPWGUcqYurt2rBS9NnOW9mutuy34rkgCmSMIJPh1DSOjcZGOPkTK/YUiOyVf6XXN8tj0goboEQkByPIJrF27VpMnz4dO3bsQEZGBpYsWYIHH3xQdNuhQ4fi008/xYwZM5CUlOQxzeTkZEycONHltYSEBBw4cAAAcPz4cVSrVk30s4sWLcLDDz8MADh58iSGDRuGVatWoXjx4hg0aBCmTJmCsDD9Lh+pxrFRlSulY53NTmkUhv4h52GNp4lalDzocSxR5TQmU+rzrOyRv4lFvqSW0fFWpnoql9SUV+6RZCPLPC32Kef+4yl9o+ckkLsfOctD6c3IclNu+c+ynMhc2EA2iWvXrqFRo0YYPHgwHnroIY/bLVmyBJs3b0ZcXJysdOvVq4eVK1c6/nZu1FauXBkZGRku23/22WeYPn06evToAQDIy8tDr169EBsbi40bNyIjIwOPP/44wsPDMXnyZCWH6CCn4anVupi+VojYiAwsSidOkUtp10I99klkZv7qEWTVh5xWzbcUqw6tIaLgwwaySfTo0cPRKPXk9OnTGD58OJYtW4ZevXrJSjcsLAyxsbGi74WGhhZ6b8mSJXjkkUdQvHhxAMDy5cuxb98+rFy5EhUqVEDjxo3x5ptv4uWXX0ZycjKKFCkiKx/ujGgkq23cBuJMp0qXSQpkWjeS9U5LLDLHxjGRd+7lmT/KdjX7VLvCgzvne6iVlruzMvfzLNWbIpjOC5HVsIFsEfn5+UhMTMSYMWNQr1492Z87fPgw4uLiEBkZiZYtW2LKlCmoUqWK6LY7duxAamoqPvroI8drmzZtQoMGDVChQgXHa926dcOwYcOwd+9eNGnSRPUx2W/qekX1pLq4uVcqxCpSzqzUYHY+NqmKltougGLfldKllLTqIaCGr2u16lnh9PZbYMOY/EnqwaZVKvtGdbd2Plfe7kXO73mbHFHsPIt9Rk5DTWw7PZiloa6G2sasku2Vdk/PuZKDcXPHKcoPESnDSbos4u2330ZYWBhGjBgh+zMtWrTAnDlz8Ntvv+E///kPjh07hrZt2+Lq1aui28+aNQt16tRBq1atHK+dPXvWpXEMwPH32bNnRdPJzc3FlStXXP5544/KlXvlJRAoORY1FRWrVW7caZF/q58DIilqym8Sp2XkWK9yxyoPNgKVL2O3iUg/jCBbwI4dO/D+++9j586dsNlssj/n3GW7YcOGaNGiBeLj47Fo0SI89dRTLtveuHEDCxYswOuvv+5zfqdMmVJocjA59IokS1HT9VjvyINYnpQuW6J2iaAUpMj6nGN7E0y4IpevkWMlaTmfA0+RHE+ReLXL6LinL8Zs3wmZj9ry2wh6RX+legzJ6U2kRbmspsyW+q0raVAZce+1atmjR+RYbG1lT/eDQJsslMgqGEG2gHXr1iEzMxNVqlRBWFgYwsLCcOLECbz00kuoWrWq7HSio6NRu3ZtHDlypNB73377La5fv47HH3/c5fXY2FicO3fO5TX7357GNo8fPx6XL192/Dt16pTsPIrdOHyhR2PWHzcrs9wgff1O7A1APg3XB88r+cqX8lsLZinrxPjSONaDlo1Olh3mYb9HWmloF1GgYQTZAhITE9GlSxeX17p164bExEQ8+eSTstPJzs5GWloaEhMTC703a9Ys3H///YiJiXF5vWXLlvj3v/+NzMxMlC9fHgCwYsUKlCxZEnXr1hXdT0REBCIiImTny53cG7W3yopUFMBXciPKcscDK92nFLkRBrXkpikWlTBbBVMLzhEA93PjLcJjdAWXY9jIG6nyW8vfqlRkTO4cEb6U8XK29zQBlpnKLG9zQiihdC6JQCd1PjydY/frRe614pweG8ZE/scGsklkZ2e7RHaPHTuG1NRUlClTBlWqVEHZsmVdtg8PD0dsbCwSEhIcr3Xu3Bl9+vTBCy+8AAAYPXo0evfujfj4eJw5cwYTJkxAaGgo+vXr55LWkSNHsHbtWvzyyy+F8tW1a1fUrVsXiYmJmDZtGs6ePYvXXnsNzz//vE+NYGdaNmSNurF4W3vS22tGUVrJ0XryLCtHJYzodujevc6X8+/Pic8oOGj90NFbI9hbea7XrNTOedGqW7fS36dWkwmq5Y8hT4FAi9+FP9btJiJX7GJtEtu3b0eTJk0cs0KPGjUKTZo0wRtvvCE7jbS0NJw/f97xd3p6Ovr164eEhAQ88sgjKFu2LDZv3lwoSjx79mxUqlQJXbt2LZRmaGgofvrpJ4SGhqJly5YYOHAgHn/8cUyaNEnlkVpfIN20Gp8HlqwABhwGIBS8xkqRdfG7I6vyNVIrNt7fLNQ8qJSj4jVg4e/A2F1AaL7yfJH27Nehma9HIvKOEWST6NChAwRBkL398ePHvb62cOFCWWlNnjwZkydP9vh+fHy8aHRZDS0nu5IbPfA06ZXaJ71adO/Tk9xuctWvAMt+A8rnAA+eAPoeB4a2BjKj9O+m7Y0W60T6WjmR+rzU5GTOn5VaA1Or/drZr0ezdwklUkLutZtcKRnRI6INK7u06rGhtpwqcRP4ZRnQ+CLw6LGC8ntQO+BAadd0xfIotxuwlhMu+jr5oL8oqaeoOSapIVgst4n8hxFkoiBU7gbw6/8ax5erlMHNEKDPCWDPYqDvMX/nztzYjZmI/Ck8D/j294LGcWYkcKkI0Pxv4M+lwKjdQAijyZoRa6SqefBJRNbCCDL5jd5PR7VYUkNu+nKeyHubrEvJuGa5xCaQCrt+Ew898BEqXjmBK5VLY9FvLyLqfDa6DpuPmL1n8O3vwPwawPCWwKVI6fT1ilbKbYQaXSlRMkGZnR7RFzulvTC4ZAgFGvv1nDQ2CRjr+p4WPVHk7McbtcsxiZYdAvD5eqDraSA7DOjZDciIAj5fB/RMB97dCjxwEjj682u4XK1coY8H0hAhXyi5JqJHREsugah2ojTn70KryTyJSBuMIFPAMrIiED0i2uWf1Db+ZMvLR/dn5qLijhPIiY7C0kVDcD22FM7XvwMLfx+FrS/dizwbMCCtIJq89N5nPabl6fyyAuZKr4iz3PPs72uOAo8ZrylPvzO9fn9G9CQR28ebO4BBh4HbNuDhzsCOGOBMMaBXN+DpNsDVcKDdWaB/u2lo8MUGQMHQLSX58EUgRVsD6ViI6B+MIJOhjI5gGb0/OTdLpZUNT1FaJU+cU6alAIKADi9/hxq/7sHtiDD8sOBpXEr4Zy3r/CJh2PRqLxztVg9dn1+AuMOZeODRz7An8R6se/NB3Cz5TzjZW+PMiPPuj4qJ2nGHvswIK2cMoSeelschUktODxh/XWf235mSqKzc3h727YweYuHcC+jZ/cBrqQWvP9sG+K2y04Y2YNadwMo7gC/WAh0zbqLTS9+gxo+7sXLmY8iuVDA4We08IFqNIQ6kBqWvx6LXLOxE5Ds2kMmy5CwB4o3cCV2cG3y+rDuZMi1FtPGopqusUs3e/x0NZ2+AYLNh2aeJyLinuuh255pVxYLVo9HqrZ/R5JO1qP9/m1Fl9UGs+LA/0tvWUrxf5/xKfSdyG5+BVMGS4n4uWJEif5M7bMW9jBMr88Qaalo8WFPaZVnL8kTPCcLuOwF8vLHg/yfcBXyRIL7diRJA557AHzX7oM3EnxC/+iAGtn4ba6Y+hP2P3Q3YbI5tg/mBma/d74PlPkQUrNjFmkgmKzdQ7vx6G1pP+gkAsGbygzhyfyPJ7fOKFsG6f/fBdz88j8vxZVHy1CX0feAjtBu3GGHXbxqRZdPyR8XIytceBSepWdUDkZ7lQoXtx7F4fThCBeC/tYFJTaS3F2zAriHtMX/NaGQ0i0fE1Rx0fX4B7hs4C1HnruiWTyKiQMEIMhnO6MkovEUllD5BFlv6QunTaD0qjZ7Oa+XVB9Fl+FcAgI2tWmHXkPay0zzduibmrx2DthN+QIM5G9Hks7Wo+vt+LO5wP9IrV5b8rNJjVDoBll4VUjnpa7XEi9T+7bS4VjgBDGlB63HvYunpea36MtTBmXt3crE0pY7D2z3JOf3SFy6g96xZCL9xC4dr1sSwNkcAm/djsb/3/i/voumHq3DPlF9R49c9iNtyDH+88zCOPNjY42flUFoOB1vEVW2E2tu1kTQ2CQjuZ9REhmAEmQKallEMKzYuyu05jV6Pz0bo7Xz8Vb8+VnTpojiNWyUi8cd7j2DJN0NwtWIplE77G0/Ono3OK1Yg9PZtHXLtXbBVtojIeJ4aN/Z7gaclgLR6eBaVnY2B8+ah2PXrOFOxIr55+GG8884/acvZjxAWiu1JXfDVqpeQ2eAOFL14Db0Gz0H3p79E5MVrmuSTxMn5fqRWvCAi/2EEmfxG6iYgpzHqbbIR99fEnszKrciYuXEsdpwAUDIrCw98/QUisnNxqk1NfN/hQSBE/TOx3Xsr4tDjQ9H911/RaPdutNmwAbUOH8bSPn1wtmJF9QegkNaNY6nZb30Zb65lXtRiRYuMJDcqqjQNf/SAsM8XIdVIlooci/0t1bB2F37zJvovWIAyly7hUnQ0fl71HIqVL+HIm3M+5ZRTF+rG4esVI9H8neW4e8ZKJCz+E5U2pOH3lEdxrFs9r/nxRO8ePXrRe7I15/S9Xb9ik3VxST4i/2IDmQKWv24uam6GWou8cQMD5s9H8b8vIzMmBvNb90VeWJhL/qTy6ElO0aJY+tBDOFCnDu778UdUyMzE059/jrXt2mF927YoObJsoX1YlZaNY2+VRz0ra6xkkT/Zrz+1ZYJRZYmaoQ2+zDAv9TlbXh76fvst7jhzBteLFsW8gQNxcWEegIJtPD3o9VbO5BcJw+ZXeuJY9/q497n5KHvoHO7v9zn+bNIEm5c86rJSgVJadV83ipIJ1bxN0qmU2CR2nraz8/RAhoj0wS7WRBpyvqH5q5EYeusWHl24EOX//htXSpTA/IEDkVu0qKb7OFCnDj5+/nnsq1MHofn56Lh6NZ79cQ7KHDgLwFqNMr0rHf6s1Fjpe6DAlDQ2yfQVey3G/WfNzNKmzBcE9PrlFyQcOoRbYWH4qn9/XCxXzuf8OTt3VxV8tXo0NrZqBQFAkz//xIA2b6PymkM+pWtVUtenXsOzgm0SOyKrYQSZTEltlzqju+C5k+peZxc9ItrnqIpH+fl4cOlSVD1xAjkREZg/cCCulColuqnv5zYaK8Y9i5Pf7USHMd+iQuop9Ov4Dja90hN/PtdBNA053cb80bXMedItIyPHRFYk9/fpfP0npyc7ui0rSU/LHjfefttq7zty8yeVvv04265bh6Y7dkCw2fBd375eJ0N05lyGSU0SZc/Hiq5dcTAhAQ8sXYoy6ZfwUJ+PkfpMW2x44z7cLhbh9Tg8HYtYvqxUFop9T3LWyJbazjktudeXS9R6rKyPEJFGGEGmgMFoGdB1xQrU37sXeSEh+PrRR5FZoYK+O7TZcPBfTTFv4zgc71IHYbm30XbCD/jXfR+g9IULoh/hE3Mi6/KlnFXbSAqWsr1Raio6/fEHAGD12w/hYJ06itNQeo5Pxsfjk6FDsa1ZMwBA48/XYUD76ai45ZjifYs1xvUe62s2wXa8RIGKEWQKCEZWoHxt4OnVQGyxaRNabtoEAFj64IM4Xr266HZ6nKtrFUvh+6+fRb15W9Du1SWI23IMQ3d+ghX33ovtzZoVmhxMKkrs78qwFhUcuZVUpbOcarHMDpcJIbWU/jalIodm6B3kKaItN5Ks5bjq6keOoPcPPwAA1rdujbXXGyhOV+xcu0eSk8YmIblSsss2tyIi8Mt99+FAnTp48PcfEX30PB7uORM7hnfE5nE9kBcZLjsPzt+5lo1FI6LQcnqAOZOa4NEXWo53JiJ1GEEmCgB19+5Ft2XLAAArunTBnoYNjc+EzYa9ifdg3vqxOFa1KorcuoVev/yCgfPmoWRWlma7scITerl5VFoB8vfDAyKl3H8LzkNMqEBsRgYeWbQIofn52N2gAX7v3Flye7Xnz17eePr8xfebYt6GsdjX727YBAHNZv6Bxzq9i/KppxTlQ8ulruzp+Yve1yt/C0TmxAgymZrZljowY/fgKidOoM/ixbAB2Hr33djYurXu+3Q/D87f0amloZj7+ONovnUruqxciRpHj2LYf/6D37p3x67GjQGbzef9q1laRKsIhNzoiKf33fPgPP5ZDm9jMsV+L4xEkD85//aUXu9a50MJX2b8l6vUpUvoP38+Im7exNFq1fD9Aw8gOqmMx7xolQ/3csSe7s1SUVjx0QCk9WqIziO/RrkDZ/FI1xnYNupebHupK/LDQ/0+14cW6ckpE6VmjtYyX0asbEFEyrCBTOTGSjeqcpmZeOyrrxCWl4f9d96J33r0cGmA+lqRkVNBdK9EJFdKBkJCsPWee3CkZk08uHQpKqen48Hvv0ed/fvxY+/eCH9V/sQzauldCVfbjVBqe7M9ECJSQqoRp+R3omQJHjn50YIejeXI69cxYP58lMjOxtkKFbDo0UdRclQ50W19nQxL7HWpNI/2bIAzLaqh4+hvUfv7VNwzbRmqLduLFR8NwIW6yte9V/pQ0/171+ohn7fz45LPsequPzXlOMt9InNhF2siiyp+5QoGzJ+Pojk5OFWpEhb37QshRLuftBaVy4vlyuGLwYOxsksX3A4NRcKhQ3h+9n9Qa8mfvmeQiAJOsPR2CL11C48tXIiY8+dxuWRJLBgwAEXHxvqcrpYPBnPKFsevXzyBX/77OG6UjkKFXel4rNM7aDrzd9jy8jXbj5n4uiyZlR6wE5FnjCCTqSl9qupL5MEfNza1yz0VycnBgPnzEX35Ms6XLYuv+vfH7fBwlzS1yps3WTOzkFwp2WN3NCEkBHsX3Yez++5C12HzUf6v0+j51Jc4+NNurJ7+L+SUKaZJfgH53Z7lVoBEowoqPueN0u9f7sRdwdLYIGP4o4xUs+yaknz60r1V9XJ9+fl4aPFixJ886ViOL/S1KqryoJSaBvThh+7C6VY10CXpa1Rbvg9tkn9E9V/2YMVH/ZFVI0Z1PpR0XxbbXs7ySkZw7jnhft9kryAia2IEmcjPlFauQm7fxiOLFiH23DlkFyuG+QMH4kZUFADjumlJTc7iyYW6cfh6xUhsGdMN+aEhSFjyJwa2mopqv+1RnQ/n/RnVpVpvjEAQBTBBQLdly1B3/37cDg3Fwscew9/lyxuya1/KyOuxpfDDV89gxQf9kFs8AnFbj6F/u2lo+Pk6IF9ZNNmeD6XLQhlZ3hNRcGMEmYKePxskivctCOj944+ocfQoboaHY8GAAcgqXRqA8WOY3CMvYsfinqf8ImHYPL4Hjnavh67D5qPsoXO4v/9/sbd/c6yd3Ac3SxZVnA81FSW1EWGxz0pFQcSiB87RZU/fv/PnGIEgq/B1dmVv9GgUaVH+K4lCt9y0Cfds2QKgYDm+E9Wq+bx/X8kpuwEANhv2DWiBU+1q4d7hX6Hy2sPo+PJ3iP9kJ3544AHY3qjqdV/u36GWczhoTYtJ3Vh2E1kTG8hkCVJdq+S87onVonUd//gDjXftQr7Nhm8eeQQZcXG67EduV3W13RMzm1TBV6tHo+XkX3DXR6tRb8FWVFlzCCs+6IdTHRKUZ1glNZUtOZV5e7pSkxV5O29yZ61lBYzMQO51qNcs1kaW5e6/Tbn7rvfXX+i6fDkAYHnXrtjboPBax/YHYnKHaWjds0VOF+Grlctg8eJhaDh7A9q88j2qHzuGYR9/jN+OdkdqkyaIfrG0x/SNmBncSLIfLjjRahI6ItIPu1iT6XEcZYGm27ej3bp1AIAfe/fGkVq1/JyjAmorOXmR4Vg/6QF8+/NwZFUtixKns/DQQ/9Bh7HfIuxarraZNJGsmVmWezBDpKVgLNPjjx3Dg0uXAgA2t2iBTS1byvqc1LnS+zxKllMhIdj9dFt8MmwYTlaujIibN/HADz+g34IFiDp7Wdd8mYWaxjERWQMjyGQ5WjxxtVoDpfbBg+j5888AgNUdOuD4nE6I1mE/aitcniLJUlFQx/YjqmPB2rFoPfFHNJq1Ho3+ux7xvx/A8o/6I+Oe6qryoxW9lhrRkhnzRCSH0nXMxZhhiIy3njQxmZl4bOFChOXl4XDvRtg6+1FEh3qOT9gnPkxOTwbgGnXX4/fuy0Rl+RNrYOkbI9Hko9VoOfln1D58GFVavY1V0/+FQw81cSw7qMX3JHcZMW/nyNu2WiwtJnc9epbfRObECDKZXrB3QbojPR3/+uYbhAgCdjZpgjXt2/s7S5q7VTwCq6f/C0u+G4arcdGIPnYeD/f6AK0n/IDQnFv+zh4RacjM4061VuLKFQyYNw+Rubk4fU91LPt0IASJxrEnejekfIl8CqEh2DmiE75aNRrnGlVCZNZ19HhmLnoM/hKRF7K1y6RMcif6IiLyhBFkMiX3CYqkloRw5m1sj9Uix2UuXEC/BQsQfvs2DtesiZ/vu8/xRF5LSs+tndJljJwrYWIVspMdEzBv48toP34J6n61Fc0++APVlu/D8o/7I7OJMcugSPF2HWp5zUlVWBl1IKsSm4lYbdlilvLcUz4icnIwYN48lLpyBRdrlceP859CXmS41/Tsv/0UpADwPiGgVuQuH+fJxToVsWj5SNz93grc/e5y1P4+FZU2HsH3ne9D1p13etyXHFp/13qdS7mRYyIyN0aQyXSklhCSqjQF2k0oKjsbA+bNQ7Hr13GmYkV88/DDyA8N1WVfZnqqfrNkUaz4qD9+mP80rpUvgbIHz+LRrim4Z8qvCLmV5+/sGXINsnFMwcTXmY3NKOT2bTzy9deokJmJaxVKYuk3Q5BbWrs1342itCGbHx6KLS93x6LlI3H+zlhE/Z2NfgsX4oElSxBx44aqNN2Z5cEIxxsTBS42kMk0okdEF7rhKJkZNZAUu3oVY955B2UuXcKl6GgsGDAAtyIidN2n/QGEUZVTb5NVHetRH/M2vIxDDzZGSF4+WkxfhkfvnYGy+zIMzYcYPRvJbByTFfnaaJFaG9dqQm7fxutvvYXqx44ht0gRfP/1s7hapaysz+rZ6FJafviSl8zGlbHwj5ewfUQnCAAa79qF5//vUzSsf1ZVemKza8ul5b3N/X5hr7eI1V+IyLrYxdok1q5di+nTp2PHjh3IyMjAkiVL8OCDD4puO3ToUHz66aeYMWMGkpKSPKaZnJyMiRMnuryWkJCAAwcOuLy2adMmvPrqq9iyZQtCQ0PRuHFjLFu2DEWLFqxJW7VqVZw4ccLlM1OmTMG4ceOUH6gELdd7tXola/S77zr+f97AgbhWvLgh+/VlEhE9Kgc5ZYvj19lP4Mh9O9FxzLcovzsdj3V6B5vH98DOFzqpGsvnTm2+9Zg0h41jsjK5S5PZBeo1/fLbbzv+/5uHH8aFhpUUfV7uEk9qyF1mS4vy/MJn1/BzmXbYNbgq+q7+AdFHz6PPvz7B7idbYf3EB3CruH4PfbV+iMlrmyi4MIJsEteuXUOjRo3w0UcfSW63ZMkSbN68GXEy17+tV68eMjIyHP/Wr1/v8v6mTZvQvXt3dO3aFVu3bsW2bdvwwgsvICTE9dKYNGmSSzrDhw9XdoAGsnrjGAB+vO8+x/+H5fm/W7G/HX7oLszbOA5Hu9VD2M08tJn4E/7Vcyaij2T6O2tERC5mPf204/+L5uT4MSfmkF6lCuavGYPUZ9oCABp+sRH9201D3MY0w/PChisRycEIskn06NEDPXr0kNzm9OnTGD58OJYtW4ZevXrJSjcsLAyxsbEe3x85ciRGjBjhEg1OSEgotF2JEiUk09GKe7cpseUnvC3xEAh2NmuGWocP486DB9Hp99+xsH9/APp1v1NaaVB7vn3phnm9Qkn8uOBp1F2wFe3GL0bctuPo33461k+8H7ufbqs6XbWMihzbyZ2ojshfJJdzk9hGbXni66RSavdl/x0mV0oW3TazQgWsad8e7desQcc//sD8my2RX0S6umXkEkB6RKjFeoA5T7Z5u1gE1rzdF0d7NkCX4V8h+vgF/Kv3h/hzWHtseOM+r+fHPT01fIkcE1FwYQTZIvLz85GYmIgxY8agXr16sj93+PBhxMXFoXr16hgwYABOnjzpeC8zMxNbtmxB+fLl0apVK1SoUAHt27cvFGUGgKlTp6Js2bJo0qQJpk+fjtu3b2tyXHJ4m/k4UK24917k22xIOHQIVdy6uActmw37BrTA/I3jcLJ9bYTfuIWOY79D+T9Pev8sEelKrDERiOW3nPGsG1q3RnaxYihz6RLqf7nJmIxZwKn2tTF//cvYO6AFbIKAuz5ejTsXbTdk374+EAiU65eIvGME2SLefvtthIWFYcSIEbI/06JFC8yZMwcJCQnIyMjAxIkT0bZtW+zZswclSpTA0aNHARSMVX7nnXfQuHFjzJ07F507d8aePXtQq1YtAMCIESNw1113oUyZMti4cSPGjx+PjIwMvPfee6L7zc3NRW5uruPvK1euuLyv5ilwoN2YpM6B/b18RGNvdks0mLMRXVaswOynnlK8H2/LXrlvoxetn8JfrVQaF+6MRZU1h3A9pjiyqpcrtI17lETLMe5yeTvuQLuuyfq8ld/eSEUStWZkdE/pvm4VKYI1HTqg188/o8U7y7C/X3Ndx9zqQcm4W6lt3N+7WTISZ+6pjnrztyAvLATn7lK3hJ/SMj1rZpajJ477/dDb2GyW1UTBhQ1kC9ixYwfef/997Ny5EzYFa+A6d9lu2LAhWrRogfj4eCxatAhPPfUU8vPzAQBDhgzBk08+CQBo0qQJfv/9d8yePRtTpkwBAIwaNcolnSJFimDIkCGYMmUKIkRmVp4yZUqhycHs5N5klN6MxG5uZu4aJafbIQBsGdMNd87bisrp6birVjqOorSq/Ynd+OWuPapnA1ptpaPKHwfQ5NO1AIAVH/bHzVJRHrf153WgZaWK3avJCFLlt9bkrnXs3pXaKo2VnXfdhdb7tyD66Hk0+XgVto7t7u8sudC7Ueg+27NdqWPn0X78YgDA5ld64kJdeXOqOKelplx3rC/t5WFxoA3ZIiLl2MXaAtatW4fMzExUqVIFYWFhCAsLw4kTJ/DSSy+hatWqstOJjo5G7dq1ceTIEQBAxYoVAQB169Z12a5OnTouXbHdtWjRArdv38bx48dF3x8/fjwuX77s+Hfq1CnZefRFIDYgrlUshc333AMAaPXmz7Dl5fs5R9pRW/mKvJCNrs8vAADseroNjt9b18snrC8Qr20yJ3+V33KY+aGnmPzQUGx8pScAoOmHq1D0fLafc1SY0WWL7XYeug35PxTJzkV6qxrYMbyTqnSs8pCEiKyJEWQLSExMRJcuXVxe69atGxITEx2RXzmys7ORlpaGxMREAAXLN8XFxeHgwYMu2x06dEhywrDU1FSEhISgfPnyou9HRESIRpbdiXUz9nXJHauSiopsaN0azfbuRNmDZ1Fn4TbsG9BCdrpKz4velSVfKjVZM7MAQcCA7YtR7NwVXKhdAesm3u9xe+eu1Xqw+jVHJEZO+a1mTVo5wz08peX+mljXX7M1nu15O5zfGOc+XIUKqadw97vLsXbKQ/7NmAi5Sz/5wv79tF+1ChW3n0BuyUgs/2SgoqX63L93IxrJbIgTBSdGkE0iOzsbqampSE1NBQAcO3YMqampOHnyJMqWLYv69eu7/AsPD0dsbKzLjNOdO3fGhx9+6Ph79OjRWLNmDY4fP46NGzeiT58+CA0NRb9+/QAANpsNY8aMwcyZM/Htt9/iyJEjeP3113HgwAE89b/xrps2bUJKSgp27dqFo0ePYv78+Rg5ciQGDhyI0qXVdfclcZ4qeLlFi2LbyHsBAPdM+RWhN24amCtzabJzJ2r+/BfywkPx2+eJyCtaxN9ZIgp6gTgRl2ZCQrDhjYJl+xrO3oCSJy74OUP+U+nUKbRbWzA05o93H8bVSuaoQ7CHDhG5YwTZJLZv346OHTs6/raP+x00aBDmzJkjK420tDScP3/e8Xd6ejr69euHCxcuICYmBm3atMHmzZsRExPj2CYpKQk5OTkYOXIkLl68iEaNGmHFihWoUaMGgIJowsKFC5GcnIzc3FxUq1YNI0eOdBmX7CutK1RmiyQoIRZNjx4Rjd05bdDk0zUocToLjf67HjuduqVpOW7KnoZUhcHbOGWx97X4jqv2uoUe05YBADa+2gvnG1RS9HmtrzO5Y7jtvM3wS2QVnnq8RI+IlhWN9LSN0rLbOR++LgHkC+cxsWLn5VSHBJxsXxtV1hzCPVN+Rd2SxszaLJeae4d7+edtLPP16efQZ/FihAgCDjzcFIf6NlW8TylS51+qlxobx0Qkhg1kk+jQoQMEQZC9vdj4X/fXFi5cKCutcePGuayD7Oyuu+7C5s2bZedLC2INPrmNQCs3jqXkRYZj87geuHf4V7h7xkrsefwex8RUcis3ciuuvtCrm17IrYJxa+HXb+JU21rY+UIH2Z81SyNUbGIZuRMOcQ1kMgtP16vUBEhyrl0tym5/lf9yfscbJvRGlU7vImHRdjToA/xV1pi8eaPVMByx+4vzOXng+O8oc+kSrlQujVXT/6UskyLpOXP+3sUmdRPLq95YZhNZG7tYk6k431CSxiY5/om9HwiiR0TLbsDtf+xunL8zFpFZ19Fs5h+K9mM/b1qcP0+RUz3HsDWftgyxO08ip1RRLP+oPxBizaLLU3TD/k8KxzyTv6l52CSnp4WVG8dyZTaujIXVCypdU0wSQDZqjoqa36ei7ldbkR9iw7JPBuJmyaKq0hHjacy6nDJVb0rOr/0eynKeyBwYQSbLMWJCET2pjWgKoSHY+Pp9uH/Af9H4kzXY9XRbPDNjguJ05Haf9rSd0ec+bvNR3D1jBQDgj/ceQbZJxq2J0XuZEDld4N23lbs9kRru3VeNvtakGkF6TOIllqbcMv21pkDfY0CvU0C7DGBtRU2ypDu536lY+Vf8dBY6j1wEANie1AVnWtbQLF+ehq2o/a7lDJFRev9OmZbiiGpLnUfnc6eknCcifVgzDEMUpI51r4czLaoh/MYt5PVV3ji2miJXbqDr0HkIyRew77G7cbhPE39nyRKs/ACJAp8/Kv5mGGqRVgr4/M6C/397KwD5o6qsKT8f976wAJFZ13GuSWVsedlc60Abwd6wzpqZxXKZyEIYQSbTkFtp8jYZiJbdqrxN+OG+ndxohpy0RNls2DChNx7uORNPHQTeqw8891kKAP26T4tto7ZrntLPtR+3GKVOXsTl+LJYM7Wvos/aqX3y70xu/n2tACkZk+xOTs8ARiRIT1kzs5BcKRnJ6cmKPqd1pFftb13uRF9K8uj+m5vUBBh0GLjnb+DBE8DSqoqyqAn38sB5vKyWjbgm/1mDKmsO4VZUEfz2aSLyw0M1SxsQnxxN7LtxuR7Hiqfl7biVXlOerhElPXtYbhP5DyPIFHD0jhT4OxJx5p7qONqtHsIE4K0d/4zVDjS1lvyJugu3FYxb+88A3CwZqTotf39ndv4eE0ekJffrWcmcCp6Y5bcql1R+xcrlc1HAjPoF/z95GxCar0++pBhxvyi35zRavfkTAGDtWw8iq2Z5Xfaj9oGikvf1xHHHRObECDIZTouInje+RpK95c3bTK6eJg7Ryv3F9mI3gIePAXdnAtv0qXsA8K3y4F4Rk/vEvHj6JXQaVTBubdvIe5FxT3XVedDyOlNasZT7nXvLo6d0nD8n53vizKrkK2/XtBbXly/lt9RvSW5Z4K0cl5OO1HmY3hAYuh+oc7kgmjw7QVa2NOVt8ktfvsdxo5Kw7Xsg7CaQ1rM+9gxqqTotObRoJPuDfXyynO0ARpKJjMQGMhnOufKhVyNZaeVKq3z42gj2lg/HDbIMMLcW8MRhYOo2oHNPADafdu19nyKkKh1qbuZJY5NgE4ATh2oh8vINnL2rCraO7aY4HTtv15jU+pjOeRIj1k1RLbF8yrmW1PyGUqalIOdKDsbNFV/ajUgJ5+tPi2EyvuZBz3Sdx5N627fUw6grRYB/NwZmbAEm7gAW1AByTFIb06IRNnUbUP8ScK1CSfye8hhg0+nm5IX9u3E+Jq2vPbFeFO5/i1037viAk8hc2MWa/Mp+w9Cy0PdX49hXSvMx4S4gNwTolAF0Pa1Pnvzhpb+AyusO42axIljmw7g1LSL2RlZG2P2arMxfFXcjy2+580jYSTV6/lMHOFEcqHQdGL7X97yZRdd04MX/Hc+KD/rhRrnifs2PntellmW2GZalIqJ/mOSZJQUT95uAv6IOgG+VK7UNcTU3QbFzdLIE8FFdYNSegif2K+4ABB0f1CudGEqNxueBf/9vjdC1/+6DrBoxqtOSGzn2xNuxSUWO1VZ01HxOasiCEcMZKHjIiZx6460clzOcwJ8NCbGJodTIDQPeuAv4ci0wflfB7NZZEdrk0V/K3QDmrCn4/w/qAiOWfwosd91G7X1c7oSWcibk0nqfStMgIvNjBJnIwiY3Bi6HA00uAI8e9XdufFP0NjB/NVAkHzjSqwH2Jt7jt7ywGxuRMlo9wBRrgJjtAY9W+ZlXE/irNFD6JvDyLk2S9B8B+Hw9UPEGsDcaGNtcu6T90chkw5YouDGCTIby5aYjZ6ynETc1vccZu5NqrF2IBKY1BP69A3hrO/BdVeCWtitpuORDz4lOpm0F6mYBZ6KA31Me9WncmpIn/+6vy51ITO5+jcIKHfmTfZ1XrSfpMlvj2E6LfOWHAOPvBn5aXtAt+cN6wOlivufNH54+WLBs1c0QYEBH38dUKy3PjBqm5Xxdanlt+jrxGxFpiw1k8hvHDUFBNygtGidaV7jUroEsh5wbYkp94IV9QI2rwLMHgI/qqdqVZvlRo8epgmMAgC1zhyKnrPJxa0oqVHpUus3cQNVzQjwKHnJnC9aqkQxoO0xAj7V+pfYjx8+VgXUVgLbngAk7gWfb6pcvvdS6DKRsLvj/V5oBu8pqm77eZZfWZbcvQ2XsWF4T+Re7WJPfKF2/14yNYzlpqxmzlDUzS/a5uR4OTGpS8P+v/wkUu6Vod34XcwP44n/j1v4c0g4nO92pOA0zN07NgueI9KZ2oiE5n9Py+tUzEqc4bRvw8v+6Iw8+BCRkaZ0jfYXlA/NWA8VuA7/HAe810Db9YGgc65kOEanDCDIZLnpEtOolgADXhrKSCV20utFqsc6mt/SVnp//3lkwWVetK8Cov4A37/I5G8YQgFlrgQo5BWPxWuauRe7YtYoiPEZWJKTypXSGW09paHk8jEKQkeSUXc5DNeR0ZRX7PKAsCqx311Rf099UAVgaX9BF+d/bgX910SZfRpiwE2j+N3AxAhjUXruJIs1ednmre+hxX+IyT0TGYQSZAo4VJnmRouYGeDsEeLVZwf+P+atgNlErGHIA6H2qYLmqAR0KZnZVgk/ZiczDyIZooDUUXmkG5NmAvseBFpn+zo08rc8WzMANAENaW3f8NJHZPPHEE7DZbJg6darL60uXLoVN53XFjx8/DpvNVujfwIEDdd2vnDylpqYatk9GkMlQaqPHgHjEwPlprT3tFKSIbuNMaRTCqLFrvvi2GrC9HNDsPPBaKpDU0t85kpaQBbz3v3Fr4+4G/nIat+Z+vrWYIExqHK5elW25EWErPcAhEuOyvI4Ipb9fsbJdKanPOL/nXM54496DSavf7v7SwJe1CrpZT90KdOwFQN96sE9K3izoWh0qAHNqAd9Wl/c5X+6lvvYGM+L+rfXayIDr8aZMS0HOlRyMmztOs/2QOUVGRuLtt9/GkCFDULp0acP3v3LlStSr98+kNkWLFlWVjiAIyMvLQ1iYtZqcjCBTUEqZlmLqxq4agq2goQkAw/YDVa/6Nz9SwvOA+auAqDxgRRzwfn3P29orVHo1YvVeh5uNXwp0an+bzr8Nf/5OtMi/FibcBeSEAh3OAt3TNU1acx9sBKpmA0dLACMUPowNtHsvkR66dOmC2NhYTJkyxeM23333HerVq4eIiAhUrVoV7777rsv7VatWxeTJkzF48GCUKFECVapUwWeffSZr/2XLlkVsbKzjX6lSpQAAubm5GDFiBMqXL4/IyEi0adMG27Ztc3xu9erVsNls+PXXX9G0aVNERERg/fr1yM/Px5QpU1CtWjUULVoUjRo1wrfffuv43KVLlzBgwADExMSgaNGiqFWrFr744gsAQLVq1QAATZo0gc1mQ4cOHWQdgy+s1Zwn8sBeUXEeoyNnUi8tZ0b1tk9Pn9HS73cUNDjvPQNM2gE83kGX3fgseSfQ9AJwIQJ4QmLcmvt50nqpKb0bx3ZiY+LdXyeyIl/LMm+/AV96HSkhdx/OZZDW+UovDnxYFxj9FzBlG7CsknZjerX0SBrw+JGCLuEDOwBXi8j/rNKy1Mjlvtz3oXRlCk89CuSk43yc7sds9iXPSL4rV664/B0REYGIiAjRbUNDQzF58mT0798fI0aMQKVKlVze37FjBx555BEkJyfj0UcfxcaNG/Hcc8+hbNmyeOKJJxzbvfvuu3jzzTfxyiuv4Ntvv8WwYcPQvn17JCQkqDqGsWPH4rvvvsOXX36J+Ph4TJs2Dd26dcORI0dQpkwZx3bjxo3DO++8g+rVq6N06dKYMmUK5s2bh08++QS1atXC2rVrMXDgQMTExKB9+/Z4/fXXsW/fPvz6668oV64cjhw5ghs3CsYLbt26Fc2bN3dEtYsUUVDoqMQGMhkmeqi8io6vjRE916mVMwGNt3zoXdkb1xy4dykw4AjwTgNgt8ZLbviqbQYw7n/j1p5tA5xRMG7N/ZzqOSGKp31qxVPX/5RpKapmZed4bAoW/o5A6lmGT2lUsKZw44tAvzRgQU3ddqVKpWzgkw0F//9W44IJxvQkp5eBlsuK+bqdksasp2Nz/ywbxoGjcuXKLn9PmDABycnJHrfv06cPGjdujAkTJmDWrFku77333nvo3LkzXn/9dQBA7dq1sW/fPkyfPt2lgdyzZ08899xzAICXX34ZM2bMwKpVq7w2kFu1aoWQkH86Gq9btw61a9fGf/7zH8yZMwc9evQAAHz++edYsWIFZs2ahTFjxji2nzRpEu69914ABVHnyZMnY+XKlWjZsqDLSfXq1bF+/Xp8+umnaN++PU6ePIkmTZqgWbOCCXWqVq3qSCsmJgbAP1FtI7CLNZmKvys+WvLXJDI7ywELqxf8uKds87q5oUrlAv+3piBvs2sDi6vJ/6w/rg0jG8dqKV0ujchqAum+4M3FSODthgX//9Z2oEief/PjLCQfmLsGKH0T2BwDvNnE3zkKvMnaKLCdOnUKly9fdvwbP36818+8/fbb+PLLL7F//36X1/fv34/WrVu7vNa6dWscPnwYeXn/FBwNGzZ0/L/NZkNsbCwyMwtmAuzRoweKFy+O4sWLu4w3BoCvv/4aqampjn9169ZFWloabt265bLf8PBwNG/evFD+7A1dADhy5AiuX7+Oe++917G/4sWLY+7cuUhLSwMADBs2DAsXLkTjxo0xduxYbNy40eu50RMjyGQq7jc7LStGwRRhe60p0PcY0DMdaJcBrK3o7xwV+GgjEJ8NHCkJvHiP/M95uw7EIsl6TM6mRRdvqchxcqVk1ddpcnqyS/SZUQfSktweQHpJrpSsaHsrN5zerw8M3wdUywaG7Ac+kJijwUgv/QV0zACywwq6VuepCLGoGZIkJy2527v30JG7bKPSJcnklMNaTvJG1lCyZEmULFlS0WfatWuHbt26Yfz48S6RYbnCw8Nd/rbZbMjPzwcA/Pe//3V0Y3bfrnLlyqhZU30XlmLF/ukemJ2dDQD4+eefcccdd7hsZ+9i3qNHD5w4cQK//PILVqxYgc6dO+P555/HO++8ozoPvmAEmYKC2A3MHzcmoyptaaWAz+8s+P+3twIQDNmtpH5HgAFpwO3/jVvL1n8ISSFmjUSpyZenhnb0iGhWuiigKH1oZOXGMQDcCAMm/i86+1oqUPymX7MDAGhyHnhrR8H/j2hZcI/xldW/JyKjTJ06FT/++CM2bdrkeK1OnTrYsGGDy3YbNmxA7dq1ERoaKivdO+64AzVr1kTNmjURHx/vdfsaNWqgSJEiLvu9desWtm3bhrp163r8XN26dREREYGTJ0869mf/59ztPCYmBoMGDcK8efOQkpLimFDMPubYOTKuN0aQyfT0iIgZ1YDQc0IXbyY1AQYdBu75G3jwBLC0qqG7d1HlKvCf/5WnbzYBtpTXZz9yvlfnidw8vW+nxwzaYpOxKCV1nFpPZEakBaXluNrfRqA0umYnAKP2AAmXCyK3E5u6vm/kfaXo7YJVB4rkA4vjgS9qy/ucWFnqTk15JZaWexrezovUZFpa1g+UTvQlJ72cnBz1GSJLatCgAQYMGICZM2c6XnvppZdw9913480338Sjjz6KTZs24cMPP8THH3+sWz6KFSuGYcOGYcyYMShTpgyqVKmCadOm4fr163jqqac8fq5EiRIYPXo0Ro4cifz8fLRp0waXL1/Ghg0bULJkSQwaNAhvvPEGmjZtinr16iE3Nxc//fQT6tSpAwAoX748ihYtit9++w2VKlVCZGSkY1ZtvbCBTKbjvs6kFrS64amplPirwnYuCnivPvB6KjB5G/BjFdcucXIqL1oIyS8Yd1zqFrCxPPDvxsrT0LrR56mRbMQ50eJadP5duF+TbByT2Uhdk2LXrbdyX6prqrcHYFZxOwR4tRnw7e/AS3uA/9QBMqMK3nM+V0Yc7/QtQJ3LwJko4Jm20HR9ZjXlldoyzv45ORNteZsoy+ghW86/k5wrOcBUQ3dPJjBp0iR8/fXXjr/vuusuLFq0CG+88QbefPNNVKxYEZMmTVLVDVuJqVOnIj8/H4mJibh69SqaNWuGZcuWeV2r+c0330RMTAymTJmCo0ePIjo6GnfddRdeeeUVAAVR4vHjx+P48eMoWrQo2rZti4ULFwIAwsLCMHPmTEyaNAlvvPEG2rZti9WrV+t6nGwgk6lYpXJvlUrY9IYFayLXuQw8cQiYdafxeRi7G2h3Frgarn7cmh7cv0OrXHvugmlsPVmPnMax/f+VzOAeDOM3v6sKbI0Bmv9d0NV6RCvjy6meJ4Hn/zf3zqB2BZOIacXXY1FyDdivLSU9GMxyfbn/TmCCLvekrzlz5hR6rWrVqsjNzXV5rW/fvujbt6/HdI4fP17otdTUVMl9V61aFYLgeVxeZGQkZs6c6RLNdtahQwfRz9tsNrz44ot48cUXRT/32muv4bXXXvO436effhpPP/20ZN61xAYymYbUzdLfNyqjoq1au1qkIGI7Y0vB2sPzawI5Mn713o5X7vlo+nfBeswAMLwlcEzG3BSe0naPNPlSgRHLs5wIrFka0WLds+2TGImdl0LHywoWGUDu78V5O6lInZzfu5XKZ69swLi7gT9+AYYcAIrPew1XRDbTq7t1zA1g9tqC/59RH1hZSXp7JXwpS517FLlfH1L3K28TZjmn440vEWW5962AupaJLMYksRwKdmZuHFvdf+oAJ4oDla4Dw/dqn76n7y7qFjB/NRAuAN9UA76spT4to1mhYsLfBVHgWxUHLLujYPxvy8m/GrdjoaBxXCEH2F0aGN/M+0eMpMe8EL5geUwUWBhBJsNkfZLl0q1VTmPIXzNNy4kimrUR5d51ODcMeL1pwfqV43cVzG6dFaHtchtiXc7f3VIwwczpKGBIawA28f1IXQ/e8uVesfE2eZUcas+Lmoi22PJUaj4vxqzXJ5GdHvcAqTLGqsbdDXQ7Ddz57Q7sfKEj/m4oHsrV8t40dD9w3ykgJxQY0LHgPqIFqe9caRnqvLSdWPRYzvWl5RAVbxMvMnJMZB2MIJvE2rVr0bt3b8TFxcFms2Hp0qUetx06dChsNhtSUlIk00xOTobNZnP5d+edhQehbtq0CZ06dUKxYsVQsmRJtGvXzrEuGgBcvHgRAwYMQMmSJREdHY2nnnrKsaaZGmaJEgYi+7l1P8fzawB/lQZK3wTG7dJ33wDQ+wQw9EDB/w9qD1zyMm7N6teE2cYBs4JFVCAQfgup5YAFNQr+v9Wkn3TfX0JWwQNOoKBxvqeM8jTcy3S5DzuNLEvNVm4TkXkwgmwS165dQ6NGjTB48GA89NBDHrdbsmQJNm/ejLi4OFnp1qtXDytXrnT8HRbm+pVv2rQJ3bt3x/jx4/HBBx8gLCwMu3btQkjIP89OBgwYgIyMDKxYsQK3bt3Ck08+iWeffRYLFixQeJT/MHODyFvezFrh8lYhOXbvXjTo9zlG7AU+qAecLia+na95mPJCEmatK/j73frA705rwotFZ9Xu35dlkuSQmy+tu+dpvSwIUbAya1mtxutNgYePAlX/OIClA5Pw4LwUx3tivXDURpPD8wqWdIrKA5bfAcyspzyvnspOT6+7l3mexgN7Ohb7Nkp7/BjFvacQy3Ei82MD2SR69OiBHj16SG5z+vRpDB8+HMuWLUOvXr1kpRsWFobY2FiP748cORIjRozAuHHjHK8lJCQ4/n///v347bffsG3bNjRrVjAI6YMPPkDPnj3xzjvvyG6o+4NztyszNcg95cXXypy3ybSOda2L0/dUxx2bj+K3sHvw+7THZKWr5NwljUnCT+uAmBxgVxnglbu951fL70bp8i++7NtTBcvX683XbtdyTJ00FePmjvO+IdH/2IfIuJOzJq2/6D0cxsjVDI6WBD6tA7ywD/jqbBV8LQiAzXW9JbFJDZWauBNoegE4HwE80Q4QVCzppGSYipJyTsvrSqzRqiQvnob3yCm/pe5T/lp+kIhcsYu1RdjXHBszZgzq1ZP/SPfw4cOIi4tD9erVMWDAAJw8edLxXmZmJrZs2YLy5cujVatWqFChAtq3b4/169c7ttm0aROio6MdjWMA6NKlC0JCQrBlyxbRfebm5uLKlSsu/8g73SuVNhs2TOgNAKg7fwtKHzqnafJJY5Pw3H6g1//GrfXvCNwM1XQXsrDbnDSzNF7InOSW31kzs/hbg7G/pzcbAzeLFUHszpOo+eNuzdNvlwG8/L8hOM+0BTKK+Z6mVIPOqtePWL6VHotVj50oWDCCbBFvv/02wsLCMGLECNmfadGiBebMmYOEhARkZGRg4sSJaNu2Lfbs2YMSJUrg6NGjAArGKr/zzjto3Lgx5s6di86dO2PPnj2oVasWzp49i/Lly7ukGxYWhjJlyuDs2bOi+50yZQomTpwo+p7eawuKddWyL38jtp3SvPjy9FZORUpsEjNf9umeVkaLakjrWR81ftmDVm/9jJ/nDladtru5g8ehX6d3AdzC2LuBfdJrxvuloabVPj1VbsSuN6UTibkvSaKmIuV+nGZa05PMTar8dma/npJnJmt2bXm71o0sr6UoGV+rZR4yo4AptW9iwp9Aq7d+QlrP+hDCQgvtX80+S+UC/7e6IGry39rA0qq+59c5P2Jlkjux71fvbsnO6cpdBkrJNnLTt+MDTCJzYATZAnbs2IH3338fc+bMgc0mv79Tjx498PDDD6Nhw4bo1q0bfvnlF2RlZWHRokUACqLSADBkyBA8+eSTaNKkCWbMmIGEhATMnj1bdX7Hjx+Py5cvO/6dOnXK5X29npx669LkK390bdJin+433I2v3Yf8EBtq/rQbsduO+5w+AITm3ka3If+HsJxb+K1SwRhn1cDSswAAN8pJREFUI1ih0ackj6wckb95K7/FMBomTo97xrsNgL8jgdJH/ka9eYV7cand58cbgSrXgMMlgaSWPmZSY1Yo54kosDCCbAHr1q1DZmYmqlSp4ngtLy8PL730ElJSUnD8+HFZ6URHR6N27do4cuQIAKBixYoAgLp167psV6dOHUdX7NjYWGRmZrq8f/v2bVy8eNHj2OaIiAhERERI5kXriJbap7ty8xEojWMAuHhnLPY/djfqLdiK1pN+xHc/vOAYy6Z2POE9k39B+b9O43rZYji1fCxSYku5RA30PH96T9blaZ9KtxfLo/28iPVyEKM2msIKJsklp/wG9GkUe/sty73+9Sxv9JpDQmpfzmlfLQK81Rh4fzPQYtpvOPBIM9yOKuJTHvofAfqnAbdtwMAOwLVwn7KtKS3KLrFxxnLTNdvDn5RpKci5ksM5JIh0xgayBSQmJqJLly4ur3Xr1g2JiYl48sknZaeTnZ2NtLQ0JCYmAgCqVq2KuLg4HDx40GW7Q4cOOSYMa9myJbKysrBjxw40bdoUAPDHH38gPz8fLVq08OWwFOHsj+KkutZJNWw3j+uBhO92otKGNMSv3I8T99b1WLny9Lo9/UrrDqPph6sAAL+//xiux5aSmXvtGHFdaHUNOle47OdQ7szVYkuheMqPVNfurE88749IDj0eTMlNz0pDBpSuiuBpPXjn7T6pA0w6UwalTl5E48/WYntSF9WN4/irwMcbCv5/4l3A1vLS2+vFyDJcCV+uc6tco0RUGLtYm0R2djZSU1ORmpoKADh27BhSU1Nx8uRJlC1bFvXr13f5Fx4ejtjYWJcZpzt37owPP/zQ8ffo0aOxZs0aHD9+HBs3bkSfPn0QGhqKfv36AQBsNhvGjBmDmTNn4ttvv8WRI0fw+uuv48CBA3jqqacAFESTu3fvjmeeeQZbt27Fhg0b8MILL+Cxxx4zbAZr55uT2Z7mGiVlWoqscW9yl07KrlQau55pCwBoPeknjByTpDhPSWOTEJF1HV2HzYdNEPDX4y1xtGcDxelYgafor69RI70mOpKaRCZYf0OkPX82AIL5Or4ZCmx6pScAoFnKSkwckaQqnZB8YO4aoNQtYEN5YEojDTOpgNkbkmryZ/ZjIiJpjCCbxPbt29GxY0fH36NGjQIADBo0CHPmzJGVRlpaGs6fP+/4Oz09Hf369cOFCxcQExODNm3aYPPmzYiJiXFsk5SUhJycHIwcORIXL15Eo0aNsGLFCtSoUcOxzfz58/HCCy+gc+fOCAkJQd++fTFz5kxVx+nLTUOPG47cNLVYZkHu8j9S28jpsix3HOu2kV1Qf+4mxOw9g/7lgPm1ZH3sHwLQadQilDiThUs1YrD23w96zZsVeKt4u79v/16lorpaVeblLiGi5nNEasgpQ60U8VVLzXASJdu6l+sH8/PR9IM/ELP3DMbvAsaq6ND18m6g3VngSjiQ2AHI0zhkInUv0vt6cL7mtOz1Q0TBgRFkk+jQoQMEQSj0z1Pj+Pjx40hKSir0WnJysuPvhQsX4syZM8jNzUV6ejoWLlzo0vC1GzduHE6dOoVr165h48aNaNOmjcv7ZcqUwYIFC3D16lVcvnwZs2fPRvHixX095KBkpsZjbuli2P5iZwDAmzuAInnKPp94BKi9NBX5oSFY9mkibhcrPG7RTMerNbkPIsxQuQrk74HMzR/Xv1kmu9N1duuQEGx84z4AwPB9QKVsZR9v+jcwcUfB/w9vCRwr6Vt2ApUZym8iMh4jyGRqZrw5+bqkhtxIsqfPiuVBrdQh7dHo83WodvYKltXug45pS2R9rupV4MONBf+/+eXuOHdXFY/bepqsS+tjcefrhFZyIsn2ybXElhdTS85SI1LLoYhJrpRsyt8SWYsvkWCxHhZ6rmjgPvFd9IhoQx4UGdk4P96lDtJb1UCljWlI3gk83U7e56JuAfNXA+ECsKgaMFdp7yE/kLsslJz3vKWrBbnzRCgtywEgJydHfcaISBZGkIksRssK2O2oItgytjsAoPm7K1D8pvfPhOYD81YBJW8BZ1pUw/aRXbx/iIjof7RolHhrHIm9b5/LwSwRZneK82WzYcOE3gCAJw4DdS7J+9h7W4CEy0B6FDC0NQD5q0eSClJzQogJ9OEIRFbACDKZmpqnq3oSeyqsdHyyL5UzPSp2ewe2wF0fr0LpI39jRWw3bBnXQ3Q2bPtr43cBrTMLxq0t+2QghFDX52zO23uaWMyXKLocYhO7aVHpEJtRWmo7ra5VLSPURGrJ6d3gbTux7bXMByC+fJpWvxnnOQe0KFN8LQfP3l0VR+5riJo/7ca/twMP3Su9/f0ngCEHgHwAj3cALkX6tHvDiM0mrcV3YNT8DErTl3uvISJ9sIFMfmeWBq8zuZMhud+cpSZqMWvUQggLxcZXe6HXk3Nw10er8NfgNh7zencmMGFnwf8/3wpoFl/WY7pyJhtTyluFSO21JFa596Xi5cs1rceSZqxskRbEfn/eridvZam3ZXTU/A7kLJ/m61AZX36fYg8I5S7RJ2bjqz1R/Ze/0OeEgJbngE0VxLercB3477qC/3+3AbDKmIUofOJLmW71SCzLaiL/YRdrIh8Eyg3syP2NcPauKihy7Sbufne56DbF/jduLUwAFlYH5tU0No9GjBUjIuP4e5kovZZZM9qlhFjs618wjfU356sDgshGAvDFWiAmB/izLPBaM2PzSERkJYwgk6HEnupKRRD81cXa6pUmxRHs/41l6/vAR2gwZyP+HNYeV6qWc9lkxmag1hXgZDFgmMJxa2qjI/5uFJuld4Ney0YRqaXlpEn+XIbMqMm7nHlaw15OPjxtc0cecDwyHHdsOoqlLz6DB1d+7vL+8/uAHunAjVBgQIeCtZS15EsPKS2+dyU9b8xYforln8vzEfkPI8hkClbvChUI0tvWwvFOdyL0Vh5aTv7V5b0aP+3GMwf/N26tPZBVeEUn8jP+hsgIgVRZN9tvxpdG5uliQOqzbQEArSf9hJD8f96rcwmYvrXg/8c0B/aX9iGTJqP0ejTb9Wu2/BBRAUaQyTQ8TcLh/L6W+xLbh6/Mst6s2vF1G9+4D1X/OIA7v92BnS90xN8NK6FYxmV0TvoaALBzRCf0Sb4ffXzMj1Levns536HcsZJK6T2+11u+7O87Tx7kjpUw0pKR15OasaRy8me2xrGdt7JSap6Ley/9gaNFgHL7MjAgBvi/WgXr2y9YBRTNA36pBHxUV/s8eyL3/u1rpNRbbwa9r1e5+ffUE4jlM5H5sIFMhvPUFcpfNwlvk8R4+6wzqW5yes/cLEXufv9uWAkH+96FhO92otWkn/D9omdx7wsLUPTiNWQ2rIRNr/SU/LyWE0yJzURtp3Xlx34N+JKunt3BxYYluDPrJHAU2KTWeJW7raftqYDYEBWxe01WBDC1EfD2NmDSDuDr6sBb24HGF4G/I4HB7aDpkk5yyxyzrUahNa3qD0RkHuxiTQR1NypPn5GqNJglwixl0ys9kRcWgqp/HED3IfMQv+ogbkeG47dPByK/iOdnalINWqW8fV7LJ+9WnuE5aWyS41+gTDhE1ufpOlT6OkkTu9d8UA/IrlgKVbOBL9cAL/1V8PrgtsC5KH33TUQUKBhBJr/xR4TOl260avev5XIeRrhcrRz+erI1Gn++DgnfFazptO7NB3ApIVZROlous+Gt+70vfE3X6O6mzpzXeSXyB7P9XtSkL9VtWYx9O6PKb6VL5m2euwldkr7GY0cL/v7kTuCneHnpuZ8Dpceo9UMQpb0OzPywhb0qiKyDEWQimYKpO9S2l7riZrEiAIBj99bF7sGt/ZaXYDrvnrCiRERy7evfHBdrlQcAHCwFvNRCXTpaNY6JiKyGEWQyJb2WN3AfI6smfTkNNjNGhpW4Xr4Efk95DNV/+Qtrpj4E2KQHrmn9PWnRKDbLGHetWD3/FPjM/pvT+mGbnEiylj1p5BLCQrHiw/64e8YK9I3ai+vh8j+rNJqul2B4MBoMx0hkVYwgU9AyW9dAsznU9y78NmsQbsSU8HdWiCiIabFuebA1Rs7eXRU/LngGe8sYt89gO8dEFLgYQSZTkTNbrxYNVX82jr1Fl+WOAdNyxmh/kJqZ2ldanxO9ejQQkTzelgzSonGsdnk8Kd7yqnf5rbY3k9rPiU16qLTclHvOrDB+V838JWbJO1EwYwSZLMHoG0b0iGiXm6/9b6kbspFd0txnjPb3DVXsvGi5dqlR61hqtR0R6fd7sZd5zv/0YMRQGTOU374wKu9KryU592wjeJqYy/1Bgt7XMhEpwwYymZ6/bhhKGrz+Hq8VyFhhICIyLy3LaH83aI3G+xuRObGLNZmK1CRaRi+no2QJHa0iDWoa2lLd0YysbCjZl9zlLrSueKldgkTsfKrtdu3LkmFEVhMMwxOSxiZ5nagLCKzGn9jyeL4en7fPK73HmOl8mykvROQdI8hkWoFcoRITLFFof36vZqmkmCUfRKQNqfKbv3djma3uwO+fyHoYQSZTMssNzqgbm9LGsT9uuL48kTd6khKpvGoVwfV14hkl+QiGKByRJ3osHyU3qisWGfZUXktFkt17n5g9qmy2CKxcepWRaufUsMJEYkRUGBvIZGr+7o5qRCVBTeRYahZUs1UQ9NrenXsjUo+ZYrU8t0ljk2R14/dUsSYyG6tcm+5Dd5SWDynTUiQbyWLbu7NC41OqkafXSgFapCO2QoI/JvoUY5XfCFGwYxdrIi/0vKFZqVu1mfPqrXJl1kqJmkqhFSrWRGalVVlgxAzXwULNw1ely3qZodw0632IiApjBJlMzSw3FC3W2HSmZWPT04RXSWOTkIIUWXmRquzZ8+qtQmiG70qvpaLE1vZUy36+kysly0rLyDVTifzB2+9L7W9Or941/nxY6LxvPRrp3s6/e08dI4d/KJkYzFMjWcm9XMtjMsP9kYjkYwSZKIiZOSpsVmykEpEZ+KP8NltDz9e5IIiIxDCCTKYmNpmJVW7Qnm7ERlVqvEUXnPMhFSWWE6Xw93ciNubM03tquEdt5C5J5Xz92v/rHDlWek37+zwTKSF37KeWE1YZ0QCyl4m+lOXun1VSXru/7p4fNZFlJWWS1ssvin3/StJV2svG23UpFUWXm0dfJmUkIv9jBJlMS+91cfWmRV71GuemdxdvIgpujNRJS5mW4ijffS3n2RNIG97uZbymiYIHI8hkSlZvHNt5GiMlZ+kQqUqTLxFSqcqU0giEFb8TIyldxknJZ4jMyqjl4Dyl4WmcrFZ8bZA6H6dWD0F9yZNZlnQyw7J3SnuEEVFgYgPZJNauXYvp06djx44dyMjIwJIlS/Dggw+Kbjt06FB8+umnmDFjBpKSkjymmZycjIkTJ7q8lpCQgAMHDjj+7tChA9asWeOyzZAhQ/DJJ584/rbZbIXS/uqrr/DYY4/JODJ1AqWRoKZxrLTCpEdl0NvEXYFMrCuc87nwdJ7VdKETSytQHg5R8PLn9Srn9+NLGemPaK3Sfcotv8W6SlupISiVV6X3VLkTxZl1qBcRaYsNZJO4du0aGjVqhMGDB+Ohhx7yuN2SJUuwefNmxMXFyUq3Xr16WLlypePvsLDCX/kzzzyDSZMmOf6OiooqtM0XX3yB7t27O/6Ojo6WtX8iK3Jv7LIyRBQYrNQAJHG+jLXWAu8HRIGPDWST6NGjB3r06CG5zenTpzF8+HAsW7YMvXr1kpVuWFgYYmNjJbeJioryuk10dLTXbUicFktEKZ3QRQtSlRArVBDU5tEfx8alnCiQyImy6dVTwlsaSiOl7uklV0r+5//Tk+GNWPlpxIRNVi+/pdi/A7Gu4XKj7e7XqHNaUtevL/dzRp+JrIOTdFlEfn4+EhMTMWbMGNSrV0/25w4fPoy4uDhUr14dAwYMwMmTJwttM3/+fJQrVw7169fH+PHjcf369ULbPP/88yhXrhyaN2+O2bNnQxAEn46H1HGe2EUMG1fW52k2bKJAweuZ50ArYsNhvN0niYi8YQTZIt5++22EhYVhxIgRsj/TokULzJkzBwkJCcjIyMDEiRPRtm1b7NmzByVKlAAA9O/fH/Hx8YiLi8Pu3bvx8ssv4+DBg1i8eLEjnUmTJqFTp06IiorC8uXL8dxzzyE7O9tjXnJzc5Gbm+v4+8qVKyqPOjhJPQGXijTKHY/lC6s8+bZKPj0Ri4yIRZ28VbKtfh7IeFqW30obgYE4WZ3UeGCzNJLFlqOzEk95tp93o8ZXy53sjPNMEJkfG8gWsGPHDrz//vvYuXOn6IRZnjh32W7YsCFatGiB+Ph4LFq0CE899RQA4Nlnn3Vs06BBA1SsWBGdO3dGWloaatSoAQB4/fXXHds0adIE165dw/Tp0z02kKdMmVJocrBgpfVNz+gKFZ/C/8PTuTdzxYZrb5JSWpTfZpkV2RMz501MyrQUXR5yuk8OGKhlhdyy29fj1/K6YndsIv9iF2sLWLduHTIzM1GlShWEhYUhLCwMJ06cwEsvvYSqVavKTic6Ohq1a9fGkSNHPG7TokULAPC6TXp6ukuUwdn48eNx+fJlx79Tp07JziOZh6exc8HIysdt5byT8bQqv81asQ/m3wPX+f2HWa9PwPuqBkSkP0aQLSAxMRFdunRxea1bt25ITEzEk08+KTud7OxspKWlITEx0eM2qampAICKFStKblO6dGlERESIvh8REeHxvUAk9eTd+eYmFgFIQYqsfZgpkhvIkQZPxLro6X0OtOwWGIzfGamjZfmtZk1ZM12n/ljSSQve7hfB3ujS6xrz1nPCTNc2EUljA9kksrOzXaK2x44dQ2pqKsqUKYMqVaqgbNmyLtuHh4cjNjYWCQkJjtc6d+6MPn364IUXXgAAjB49Gr1790Z8fDzOnDmDCRMmIDQ0FP369QMApKWlYcGCBejZsyfKli2L3bt3Y+TIkWjXrh0aNmwIAPjxxx9x7tw53HPPPYiMjMSKFSswefJkjB49Wu9TYilqxocSGYmNZDILs3fBpsBlhTKQvw8i/2MD2SS2b9+Ojh07Ov4eNWoUAGDQoEGYM2eOrDTS0tJw/vx5x9/p6eno168fLly4gJiYGLRp0wabN29GTEwMAKBIkSJYuXIlUlJScO3aNVSuXBl9+/bFa6+95kgjPDwcH330EUaOHAlBEFCzZk289957eOaZZzQ4an1Ej4h2WeLCqBuicwNE7OZmf6rvHJUwa4TCTBFrM/G2xIfRlS9WpMhIWl7jUmNh3d/Xkj8eZKpdt9fI+4MVGo5SxK4bKz+0tvr3QWR1bCCbRIcOHRQtnXT8+HGvry1cuFAyjcqVK2PNmjWS23Tv3h3du3eXnS+zMKqBp2QmaV9IzYQq57NKsHGsnPP6mWwkE5G/sPz2L5bHRIGBDWQKCM5Pj42MGKuhdkZS58/IrQSxcawfT9+/1o1kOWmxUkZWJtbzxqhZfI387agpw5VQmmawRSmNOl4115Tz9e5+7bu/l3MlB5iqTV6JSBwbyGRpctaKNWK/nvi7C7XSxrgvkWoqoNX1p/RaZiOZrEBsojup69bT9nJ+G3In1TNqnVxnartd+yKQywd/NfblXoti23j7PozqoUZEhXGZJyKFrHaTMvO4t0Dj73Wvgy0iRMFLbYROLpaD5I3V6gJEJB8jyGQ4o7rOBTJvlTe1UQm5n5NTMQj079eoZZ7UfE6q+zcAdtEj1dSW32LXpNhrcqK5Wq/n65jYcayij2lCi27XvkahPZ2vQC/DfaF0rWJPvRncr3c2uonMgRFkCjhmucEwAkFEpIxZym9/8Mc9I5jPt1o8Z0SBjxFkMpSWNxZv49bEIhFSyz4oHdMmxqyNYm9jkbUcB8eog3G4tjEFIk/lt5a9j9zLcrWTJ2rNeR4IsaUBPX3GeXu5gqWhp/Q+rzQttedRbl7cx97n5OSo2h8RyccGMlmO3JuRFmPU/DF5ixbEKlRyK1u+8naurNSgM/twALPmi8id0knk1HT7VTrpkVkpKaP1nOTLiPLP2z6k7svetrVvp0f+tU7T0+9D7KE+h8gQ6Y9drInIUFappNqZIapEFAh8bVT40jgOFCnTUnRtFPtrqURfv79A+P7dzzsfgBL5DyPIZDm+LGej58ynZm5IOVeoxCLJcrroSZ13pRPNaNnlzQjJ6clImZZiibwGQkWRzM2X34EW5bfz/nm9+87erVts8ih/0aK3ARGRWowgkyX5++btzsyNYyIirZit7KXgFiyN42A5TiKzYASZLEtNJEJqbK5aVmgcO0/8ohe16Zt5nG/WzCwkV0p2/D8RGU/vpXCsUIbb6ZFXe9ntbdI/vcpqvcYIexqT7Gu6gPwx8r5cq2wUE/kPI8hkaf5utARLxcrf55mIzIGV9uCkx/cudV/xtRs/EZEv2EAmy/PXuCkrNY7tlOTZPlmLnHNqH7/mbVslaZI6PLekNyMayVqWFUljkzyWfVYsx/UUPSK60Per5/etpJEs9x7jif3Y9DoesX1LXcfeZq3mvZLIf9jFmvxOrzUK7ZROIGVmzvlXW7Hz9Dn3cyPWnc5T9zL3bfTo2kZE5mHmoRF2UmWkL5OFmYle9zeznBtfvietlmlUstSUlvkxy3dAFIwYQSYizR8cmLnSTETBx+oPR4OZP+8nbKQSBSdGkMlvxG48ekQlWDEyp2BrRGsVhVCSLit3ZDZGRs/Eyn6XqPJYn3dBBrHCmGS5ZTzX8yYyP0aQiSyKDX/yhJUsIgoGwfaglYiMwQgymYbSG53cRoARSxwZxR79sB+PFmOSvZFznr1tY4XxinqROjd6jtVmI5nMxAzXY6BPyOV+fwgWwXRfyZqZhZycHH9ngyjgsYFMhpKacENJI0pJZStYKgu+NJaNeojgbZ1NudtYifOxaNFI0CKNrE+yfE6DCAi836vR7OWulo13vctzuWsAm4lUualmuSk55bDUZ+XOai2VDhHph12syXT0XlLC080m2JdUMCq6IraEiP01M0SZ9KTHLO1G54HIXaD/bvUU7PcdI8jt4aQlOQ+C9c4DEanHCDIZyp/LG/hrvWQtBFoUXGqCNquSG0mTiihrueQZkZGcr389Jo7TuieGGTiX6ylI0ewhpZr7hdLu2e7lk/ODTrOVXf64dnyt65jtHBIFG0aQiYiIiPws0B6EmpHSWaX9wWz5IQpGjCCTZUmNZxbDsXKkhNxorl5RE7F05UbheJ2TPyiZkE7LtOVKmaZdlFYLznlxnnhRbR69LWsl1QBX2jh3L5+c78d6Tj4ol9T93jmvLCtJSm5urqnSIeOwgUxkAYE0E3cgMlsliw+DiIg8Y/lIUooUKYLY2FjMmDFDszRjY2NRpEgRzdIjfbGBTJal11giuZFpObOPahmxkBsJcN+/2OeV7s+elti4M60o7RGgN7kVKCWzkRqJ45nJSP54iGflccme7h++3C+cxxGbKVLujwd2WkSJ+aAxeEVGRuLYsWO4efOmZmkWKVIEkZGRmqVH+mIDmSzB6IqQrxPK2CmtpLhXMLXsaqd0e095EWsoa/H9OH/O6o07sca+2mvKahV/Ck7ODT6z9nbRu9GopmGq1zJPnvajNbM1Ij1NAClnuSap+5pU+nK53wNYtptbZGQkG7RBjJN0kemZ6earJzmNVDNIGptk6I3dqpWIYLluiQBe72Ysq41ihTLaCnm0s1JeiQIVI8hkelrdLJRU4JTsUypq4G3SFLnpy+Etiqu2AmdPN7lSssvrnp7Kuz8lF+vqFiwVAK0bDUojGsHeaCHj2K9DtcsEOafh7TOBGIHzZTiMVFpGkbvWsFFlklgvHm/Rbj3zqDRNs0XmiYINI8gmsXbtWvTu3RtxcXGw2WxYunSpx22HDh0Km82GlJQUyTSTk5Nhs9lc/t15550u23To0KHQNkOHDnXZ5uTJk+jVqxeioqJQvnx5jBkzBrdv31Z7qH7BG41/mHV8biDhtU3kf1p2kfalgRvMkWyzYhlNZD2MIJvEtWvX0KhRIwwePBgPPfSQx+2WLFmCzZs3Iy4uTla69erVw8qVKx1/h4UV/sqfeeYZTJo0yfF3VFSU4//z8vLQq1cvxMbGYuPGjcjIyMDjjz+O8PBwTJ48WVYeApWcSbOMHI+ndcNT6qYu54ZvtcaxnOiB81N9tdEG9+vGU+RfSbqsgJHVKLnW/XV9K43qersnKGlEKxnPbJZGsZzorJx7gJrvWyxarIT9Xi1nrLISSufnENue5TuR8dhANokePXqgR48ektucPn0aw4cPx7Jly9CrVy9Z6YaFhSE2NlZym6ioKI/bLF++HPv27cPKlStRoUIFNG7cGG+++SZefvllJCcnK56y3swTuKgld21Je5cvTxUfubNUO0+WpSVfbsLeKru+NpbdG6Z6VhjkTtqiNg/u14Sn9PVgP7acKznAVF13RQFIzUz63ngqL8SGaBjF03wQekykpeY8KunGbpaHkmbKizPn+7Ie5a+SY5bbOGf5TaQ/drG2iPz8fCQmJmLMmDGoV6+e7M8dPnwYcXFxqF69OgYMGICTJ08W2mb+/PkoV64c6tevj/Hjx+P69euO9zZt2oQGDRqgQoUKjte6deuGK1euYO/evaL7zM3NxZUrV1z+AUD00GjZ+Q5UWTOzkDUzy2sFx1NFTK9ZWK32hNqMFS257NeA1c45BQcjy2+5D9PMwgwPd30Z4+1vZswTAFOUx/7ePxG5YgTZIt5++22EhYVhxIgRsj/TokULzJkzBwkJCcjIyMDEiRPRtm1b7NmzByVKlAAA9O/fH/Hx8YiLi8Pu3bvx8ssv4+DBg1i8eDEA4OzZsy6NYwCOv8+ePSu63ylTpmDixImFXs/6xHvDUC9SXZXUdMVSwtONT6slncQ+r9V5lhutdY4OaHmuPe3LU7paVjICqcJi5QcKZCxP5bedVKRNySR8nrqe+tpV1pkeDxR9iSSLddkW69obPSLap7xrUXYpjfiqWTfeU/pqewl5iso7X5dq7hX+KD9ZZhP5FyPIFrBjxw68//77mDNnDmw2m+zP9ejRAw8//DAaNmyIbt264ZdffkFWVhYWLVrk2ObZZ59Ft27d0KBBAwwYMABz587FkiVLkJaWpjq/48ePx+XLlx3/Tp06pTqtYGKG6IQz3qCJgo8R5XcgPXzSgt7rM5uVltdBIJ1D3nuJ/I8RZAtYt24dMjMzUaVKFcdreXl5eOmll5CSkoLjx4/LSic6Ohq1a9fGkSNHPG7TokULAMCRI0dQo0YNxMbGYuvWrS7bnDt3DgA8jluOiIhARERE4f0Pjfb7GGRfbzyexg5rdUze0pG7H7En6e55ty/b5OmcKK28KJm4S+734C1Npct4yNmX2SonaifucmbWYyPz8VR+O1O6HJPYe1oxy+zRWqXhbbkspedW6zLXE7XLzXmKVLu/JrZcoMt2Ywv+Yz9v3sa2K4kkK51oSw2WzUTmwgiyBSQmJmL37t1ITU11/IuLi8OYMWOwbNky2elkZ2cjLS0NFStW9LhNamoqADi2admyJf766y9kZmY6tlmxYgVKliyJunXrqjugIMMbnzp6VNT0/CxRsJPqKi3nM/7mjyhkyrQUTRrmZo3Ka9Xd21taWp1HIiKAEWTTyM7OdonsHjt2DKmpqShTpgyqVKmCsmXLumwfHh6O2NhYJCQkOF7r3Lkz+vTpgxdeeAEAMHr0aPTu3Rvx8fE4c+YMJkyYgNDQUPTr1w8AkJaWhgULFqBnz54oW7Ysdu/ejZEjR6Jdu3Zo2LAhAKBr166oW7cuEhMTMW3aNJw9exavvfYann/+ea9RBq0Z8RRXL0bkV23lwIwVK1/zpCaSLPUdaRHFVUuPcdU5OTmapUnkTOns9GZjdC8nNWN3lXzOeXslvYWUfjd6lYtSxy23zJYiN5IsdxlAd54i30rySETGYwPZJLZv346OHTs6/h41ahQAYNCgQZgzZ46sNNLS0nD+/HnH3+np6ejXrx8uXLiAmJgYtGnTBps3b0ZMTAwAoEiRIli5ciVSUlJw7do1VK5cGX379sVrr73mSCM0NBQ//fQThg0bhpYtW6JYsWIYNGiQy7rJcvk6SZc/bybeIgt6Lb1kT1tOut628zRxiVlo2aCV876v6RORcoHwu7KXpVqU+8npya7pjdVvPgqla6urfdjh61rCZrs3OZN6+OrpnMnZXskx8wEnkf7YQDaJDh06QBAE2duLjTt2f23hwoWSaVSuXBlr1qzxuq/4+Hj88ssvsvNG/uPvMd5EROSd82zYZp1gSsu1i838YMTMDXIi8g82kIlUco8i6CW5UrLkRCtGV670mnhHbrdoM1e09OBL92736IQvk5gRmZHacliL8tvXh5HOyzs5/1bNNKmekqFN/hh+4us5kptnseW45PBWfrM8JjInTtJFRLKZocJGvuF3SGQegfR7DKRjcceeWUTBhRFkCnhaTEDibWyvmbrIOXez9vfTaTXjq7ylFUiUHpPSiWI8jgUcGg1MVbRrCnLuc0i4j7+1yvAO9zw6l99G5t95n94mz9Ki7DOq94heExr6a6JEPe5hctMSW+qKiIzBBjIFHT0bWmaoJPp7/3a+LPli5oqAmjxqfc2pbVgTqWVfx96dUQ8HvTUWxco9uXkzusx0z5dR5Z3c2ZS1yo9WDXut0/X00NyfQ1FYRhOZC7tYU1Ax4iZkpmgy+R8rPkS+cW6smPnhmRpmPB5/lll6nw+10VsiCi6MIFPA8ufTYC0jyd5u1EZFP7xNzqVlhUJOWmr2reU6lFqsi6k3VvLISHp1VVZ7HYstx+SPtWilHpral3nSYh1e923Vvu9tGy3ub2Llt9b3abEJ0NSSuv8Z2aMnekQ0cq7kcIgMkc4YQaag4I+GAiPJRETmINag4wMkIiISwwgyGcY+hs1fEU+9KkNGNoSd92WWyLHRzNYlkeOBKZglV0p2/H/0iMLjlN3/9sccCc77dP/9aVGmqukV4r4vqUmozNYtWIvvUO6kW75MVCZVB5AzeacWkXgt8d5BZBxGkIl8EKxRYqveqK2abyJ/y/oky+XvlGkpog0ls0wSKIe3xjwZwx/lsppJJIkoeDCCTKbmj4ipXIFemZLz9FzLZUjUUBtVMCoKrcUSY86krjmpJXgKpXFTdRYoiDlfT2LXtnt54GnWa6PKcqmlqDz9ltTkz9t4XTnkjkGWu73VeCsX9Zi7gQ1jIvKEDWQyJSMnMpLij/UxpbivuSw14YyvFSg5jV+jviMtJwPT4tqSW4n25SGC0gcwznnytm53zpUcjJs7TlH6RHLZr3m9yk255YHSpZ+8ba/keMT2o+X5kDv0RUm5423iLH/ek81QHyCi4MEGMulOEAQAQM7VHOAmCmZg9CInJ6dgO6dIl5zPae6mxL5lROH0yPPU16Zi3BvjkHMlBzk5rumfnXYW0UOjC3WH9IVfzrt7HpyO05f82M+LL2mMe2OcojTseVe8TxVR3qSkJEyd5H1605yrBXmx/zaJPLFfI7m5uS7XsHvZI+bstLOO/48eGq1ZnlSXB15+U97Kebm/L0/7ksqrt/Mp976p5nNA4S70OVdyRF8j/2P5TaQ/m8BfGOksPT0dlStX9nc2iMjNqVOnUKlSJX9ng0yM5TeRObH8JtIPG8iku/z8fJw5cwYlSpSAzWYzbL9XrlxB5cqVcerUKZQsWdKw/VoZz5lyVjxngiDg6tWriIuLQ0gI52okz1h+WwfPmTpWO28sv4n0xy7WpLuQkBC/PuUsWbKkJW56ZsJzppzVzlmpUqX8nQWyAJbf1sNzpo6VzhvLbyJ98dETEREREREREdhAJiIiIiIiIgLABjIFsIiICEyYMAERERH+zopl8Jwpx3NGpD3+rpTjOVOH542I3HGSLiIiIiIiIiIwgkxEREREREQEgA1kIiIiIiIiIgBsIBMREREREREBYAOZiIiIiIiICAAbyGQhhw4dwgMPPIBy5cqhZMmSaNOmDVatWlVouzlz5qBhw4aIjIxE+fLl8fzzz3tM8/jx47DZbKL/vvnmG8d2v//+O1q1aoUSJUogNjYWL7/8Mm7fvq3LcWrJn+ds27Zt6Ny5M6Kjo1G6dGl069YNu3bt0uU4teSvczZnzhyP22RmZup2vERGYPmtHMtv5Vh+E5EmBCKLqFWrltCzZ09h165dwqFDh4TnnntOiIqKEjIyMhzbvPvuu0JcXJwwf/584ciRI8KuXbuE77//3mOat2/fFjIyMlz+TZw4UShevLhw9epVQRAEITU1VShSpIgwceJE4fDhw8Lq1auFO++8U3jppZd0P2Zf+eucXb16VShTpozwxBNPCAcOHBD27Nkj9O3bV6hQoYJw8+ZN3Y/bF/46Z9evXy+0Tbdu3YT27dvrfchEumP5rRzLb+VYfhORFthAJkv4+++/BQDC2rVrHa9duXJFACCsWLFCEARBuHjxolC0aFFh5cqVPu2rcePGwuDBgx1/jx8/XmjWrJnLNj/88IMQGRkpXLlyxad96cmf52zbtm0CAOHkyZOO13bv3i0AEA4fPuzTvvTkz3PmLjMzUwgPDxfmzp3r036I/I3lt3Isv5Vj+U1EWmEXa7KEsmXLIiEhAXPnzsW1a9dw+/ZtfPrppyhfvjyaNm0KAFixYgXy8/Nx+vRp1KlTB5UqVcIjjzyCU6dOyd7Pjh07kJqaiqeeesrxWm5uLiIjI122K1q0KHJycrBjxw5tDlAH/jxnCQkJKFu2LGbNmoWbN2/ixo0bmDVrFurUqYOqVatqfaia8ec5czd37lxERUXhX//6l8/HReRPLL+VY/mtHMtvItKMv1voRHKdOnVKaNq0qWCz2YTQ0FChYsWKws6dOx3vT5kyRQgPDxcSEhKE3377Tdi0aZPQuXNnISEhQcjNzZW1j2HDhgl16tRxeW3ZsmVCSEiIsGDBAuH27dtCenq60LZtWwGAsGDBAk2PUWv+OmeCIAh//fWXUKNGDSEkJEQICQkREhIShOPHj2t2bHrx5zlzVqdOHWHYsGE+HQuRWbD8Vo7lt3Isv4lIC2wgk1+9/PLLAgDJf/v37xfy8/OF+++/X+jRo4ewfv16YceOHcKwYcOEO+64Qzhz5owgCILw73//WwAgLFu2zJF+ZmamEBISIvz2229e83L9+nWhVKlSwjvvvFPovXfffVcoWbKkEBoaKkRFRQlTpkwRAAgLFy7U7mTIZIVzdv36daF58+bC448/LmzdulXYtGmT0LdvX6FevXrC9evXtT0hMljhnDnbuHGjAEDYvn277wdPpBOr/K5Yfotj+V2A5TcRuWMDmfwqMzNT2L9/v+S/3NxcYeXKlUJISIhw+fJll8/XrFlTmDJliiAIgjB79mwBgHDq1CmXbcqXLy989tlnXvMyd+5cITw8XMjMzBR9Pz8/Xzh9+rRw/fp1Yd++fQIAYevWrSqPXD0rnLP//ve/Qvny5YW8vDzHa7m5uUJUVJTw1VdfqT101axwzpwNHjxYaNy4sYojJTKOlX5XLL8LY/n9D5bfROQszLcO2kS+iYmJQUxMjNftrl+/DgAICXEdNh8SEoL8/HwAQOvWrQEABw8eRKVKlQAAFy9exPnz5xEfH+91H7NmzcL999/vMT82mw1xcXEAgK+++gqVK1fGXXfd5TVdrVnhnF2/fh0hISGw2Wwu+7XZbI59G8kK58wuOzsbixYtwpQpU7ymReRPVvpdsfwujOU3y28i8sDfLXQiOf7++2+hbNmywkMPPSSkpqYKBw8eFEaPHi2Eh4cLqampju0eeOABoV69esKGDRuEv/76S7jvvvuEunXrOpamSE9PFxISEoQtW7a4pH/48GHBZrMJv/76q+j+p02bJuzevVvYs2ePMGnSJCE8PFxYsmSJbserBX+es/379wsRERHCsGHDhH379gl79uwRBg4cKJQqVcrR1c2M/H2dCUJB9CYyMlK4dOmSLsdIZDR//65YfrP8ZvlNREqwgUyWsW3bNqFr165CmTJlhBIlSgj33HOP8Msvv7hsc/nyZWHw4MFCdHS0UKZMGaFPnz4uS1UcO3ZMACCsWrXK5XPjx48XKleu7NKlzFnHjh2FUqVKCZGRkUKLFi0K7des/HnOli9fLrRu3VooVaqUULp0aaFTp07Cpk2bND9GrfnznAmCILRs2VLo37+/psdE5G8sv5Vj+a0cy28i0oJNEATBnxFsIiIiIiIiIjPgOshEREREREREYAOZiIiIiIiICAAbyEREREREREQA2EAmIiIiIiIiAsAGMhEREREREREANpCJiIiIiIiIALCBTERERERERASADWQiIiIiIiIiAGwgExEREREREQFgA5mIiIiIiIgIABvIRERERERERADYQCYiIiIiIiICwAYyEREREREREQA2kImIiIiIiIgAsIFMREREREREBIANZCIiIiIiIiIAbCATERERERERAWADmYiIiIiIiAgAG8hEREREREREANhAJiIiIiIiIgLABjIRERERERERADaQiYiIiIiIiACwgUxEREREREQEgA1kIiIiIiIiIgBsIBMREREREREBYAOZiIiIiIiICAAbyEREREREREQA2EAmIiIiIiIiAsAGMhEREREREREANpCJiIiIiIiIALCBTEREZFqrV6+GzWbD6tWrDdlfhw4d0KFDB0P2RUREZEZsIBMRUVCbM2cObDYbtm/f7u+syLJgwQKkpKT4OxtEREQBKczfGSAiIiJx7dq1w40bN1CkSBHHawsWLMCePXuQlJTkv4wREREFKDaQiYiITCokJASRkZH+zgYREVHQYBdrIiIiL/7880/06NEDJUuWRPHixdG5c2ds3rzZZRt7V+0NGzZg1KhRiImJQbFixdCnTx/8/fffLtvm5+cjOTkZcXFxiIqKQseOHbFv3z5UrVoVTzzxhGM79zHIHTp0wM8//4wTJ07AZrPBZrOhatWqLvs/fvy4y748jWP+7LPPUKNGDRQtWhTNmzfHunXrRI89NzcXEyZMQM2aNREREYHKlStj7NixyM3NVXweiYiIzI4RZCIiIgl79+5F27ZtUbJkSYwdOxbh4eH49NNP0aFDB6xZswYtWrRw2X748OEoXbo0JkyYgOPHjyMlJQUvvPACvv76a8c248ePx7Rp09C7d29069YNu3btQrdu3ZCTkyOZl1dffRWXL19Geno6ZsyYAQAoXry44mOaNWsWhgwZglatWiEpKQlHjx7F/fffjzJlyqBy5cqO7fLz83H//fdj/fr1ePbZZ1GnTh389ddfmDFjBg4dOoSlS5cq3jcREZGZsYFMREQk4bXXXsOtW7ewfv16VK9eHQDw+OOPIyEhAWPHjsWaNWtcti9btiyWL18Om80GoKCROXPmTFy+fBmlSpXCuXPn8N577+HBBx/EkiVLHJ+bOHEikpOTJfNy77334o477sClS5cwcOBAVcdz69YtvPLKK2jcuDFWrVrlGN9ct25dPPvssy4N5AULFmDlypVYs2YN2rRp43i9fv36GDp0KDZu3IhWrVqpygcREZEZsYs1ERGRB3l5eVi+fDkefPBBR+MYACpWrIj+/ftj/fr1uHLlistnnn32WUfjGADatm2LvLw8nDhxAgDw+++/4/bt23juuedcPjd8+HAdj+Qf27dvR2ZmJoYOHeoy+dcTTzyBUqVKuWz7zTffoE6dOrjzzjtx/vx5x79OnToBAFatWmVInomIiIzCCDIREZEHf//9N65fv46EhIRC79WpUwf5+fk4deoU6tWr53i9SpUqLtuVLl0aAHDp0iUAcDSUa9as6bJdmTJlHNvqyb7/WrVqubweHh7u8hAAAA4fPoz9+/cjJiZGNK3MzEx9MklEROQnbCATERFpKDQ0VPR1QRB03a9z1NpZXl6e6jTz8/PRoEEDvPfee6LvO3fHJiIiCgRsIBMREXkQExODqKgoHDx4sNB7Bw4cQEhIiOJGYnx8PADgyJEjqFatmuP1CxcuOKLMUjw1hO3R56ysLJfX7RFj9/0fPnzY0VUaKBibfOzYMTRq1MjxWo0aNbBr1y507tzZ436JiIgCCccgExEReRAaGoquXbvi+++/d1k+6dy5c1iwYAHatGmDkiVLKkqzc+fOCAsLw3/+8x+X1z/88ENZny9WrBguX75c6PUaNWoAANauXet4LS8vD5999pnLds2aNUNMTAw++eQT3Lx50/H6nDlzCjWuH3nkEZw+fRqff/55of3duHED165dk5VnIiIiq2AEmYiICMDs2bPx22+/FXo9OTkZK1asQJs2bfDcc88hLCwMn376KXJzczFt2jTF+6lQoQJefPFFvPvuu7j//vvRvXt37Nq1C7/++ivKlSvnNVLbtGlTfP311xg1ahTuvvtuFC9eHL1790a9evVwzz33YPz48bh48SLKlCmDhQsX4vbt2y6fDw8Px1tvvYUhQ4agU6dOePTRR3Hs2DF88cUXhcYgJyYmYtGiRRg6dChWrVqF1q1bIy8vDwcOHMCiRYuwbNkyNGvWTPE5ICIiMis2kImIiIBCEV27J554AuvWrcP48eMxZcoU5Ofno0WLFpg3b16hNZDlevvttxEVFYXPP/8cK1euRMuWLbF8+XK0adMGkZGRkp997rnnkJqaii+++AIzZsxAfHw8evfuDQCYP38+hgwZgqlTpyI6OhpPPfUUOnbsiHvvvdcljWeffRZ5eXmYPn06xowZgwYNGuCHH37A66+/7rJdSEgIli5dihkzZmDu3LlYsmQJoqKiUL16dbz44ouoXbu2quMnIiIyK5ug96whRERE5FVWVhZKly6Nt956C6+++qq/s0NERBSUOAaZiIjIYDdu3Cj0WkpKCgCgQ4cOxmaGiIiIHNjFmoiIyGBff/015syZg549e6J48eJYv349vvrqK3Tt2hWtW7f2d/aIiIiCFhvIREREBmvYsCHCwsIwbdo0XLlyxTFx11tvveXvrBEREQU1jkEmIiIiIiIiAscgExEREREREQFgA5mIiIiIiIgIABvIRERERERERADYQCYiIiIiIiICwAYyEREREREREQA2kImIiIiIiIgAsIFMREREREREBIANZCIiIiIiIiIAbCATERERERERAQD+H4l7q0uIpNJrAAAAAElFTkSuQmCC", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "def plot_pixel_distribution(\n", + " df: pd.DataFrame,\n", + " highlight_column: Optional[int] = None,\n", + " ax: Optional[plt.Axes] = None,\n", + " use_legend: bool = True,\n", + " colors: Optional[List[\"str\"]] = None,\n", + " title: Optional[str] = \"Pixel Distribution Over Time\",\n", + "):\n", + " filtered_df = df.copy()\n", + " # Extract the year from the column names\n", + " filtered_df.columns = [label[:4] for label in filtered_df.columns]\n", + " # Transpose the DataFrame\n", + " df_transposed = filtered_df.transpose()\n", + "\n", + " # Normalize the data so that the pixel counts sum to 100% for each year\n", + " df_normalized = df_transposed.div(df_transposed.sum(axis=1), axis=0) * 100\n", + "\n", + " if colors:\n", + " ax = df_normalized.plot(kind=\"bar\", stacked=True, ax=ax, color=colors)\n", + " else:\n", + " ax = df_normalized.plot(kind=\"bar\", stacked=True, ax=ax)\n", + "\n", + " # Highlight the specified column by setting its alpha to 1\n", + " if highlight_column is not None:\n", + " # Apply alpha to all bars\n", + " for container in ax.containers:\n", + " for bar in container:\n", + " bar.set_alpha(0.3)\n", + "\n", + " for container in ax.containers:\n", + " container[highlight_column].set_alpha(1)\n", + "\n", + " ax.set_title(title)\n", + " ax.set_ylabel(\"Pixel Distribution\")\n", + " ax.set_xlabel(\"Category\")\n", + "\n", + " # Add a legend outside of the plot\n", + " if use_legend:\n", + " ax.legend(bbox_to_anchor=(1.05, 1), loc=\"upper left\")\n", + " else:\n", + " ax.get_legend().remove()\n", + "\n", + " return df_normalized\n", + "\n", + "\n", + "color_dict = {\n", + " 0: \"grey\",\n", + " 1: \"lightgreen\",\n", + " 2: \"darkgreen\",\n", + "}\n", + "\n", + "titles = [str(raster.time_range[0].year) for raster in recoded_rasters]\n", + "\n", + "# We plot the categorical raster pixel distribution again for\n", + "# better visualization of the pixel distribution over time\n", + "plot_categorical_maps(\n", + " forest_images,\n", + " color_dict,\n", + " level_names,\n", + " titles=titles,\n", + " suptitle=\"Recoded ALOS Forest Map\",\n", + " geom_exterior=geom.exterior.xy,\n", + " extent=[minx, maxx, miny, maxy],\n", + " figsize=(10, 7),\n", + " xlabel=\"Longitude\",\n", + " ylabel=\"Latitude\",\n", + ")\n", + "\n", + "# Filter out the \"no data\" category\n", + "filtered_df = df\n", + "colors = [color_dict[level_names.index(cat)] for cat in filtered_df.index]\n", + "# get the corresponding colors\n", + "_ = plot_pixel_distribution(filtered_df, use_legend=True, colors=colors)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Conclusion\n", + "\n", + "Finally, we employed the Cochan-Armitage trend test. This test is specifically designed to determine if there is an increasing/decreasing trend between the two categorical variables. In our case, the two variables are 'forest/non-forest pixels distribution' and 'year'. By applying the trend test, we can quantitatively assess whether the changes we've observed in pixel categories over time are statistically significant, or if they could be attributed to random variation.\n", + "\n", + "The conclusion of this test is printed in the next cell." + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "******* COCHAN-ARMITAGE TREND TEST RESULTS *******\n", + "p-value 6.127822361209561e-60\n", + "significance level 0.05\n", + "z_score 16.329103461498548\n", + "******* CONCLUSION *******\n", + "The null hypothesis is rejected.\n", + "The categorical rasters are positively dependent, so the level of forest cover is increasing.\n" + ] + } + ], + "source": [ + "SIGNIFICANCE_LEVEL = 0.05\n", + "\n", + "print(\"******* COCHAN-ARMITAGE TREND TEST RESULTS *******\")\n", + "print(f\"p-value {trend_test_test_results.p_value}\")\n", + "print(f\"significance level {SIGNIFICANCE_LEVEL}\")\n", + "print(f\"z_score {trend_test_test_results.z_score}\")\n", + "\n", + "print(\"******* CONCLUSION *******\")\n", + "if trend_test_test_results.p_value < SIGNIFICANCE_LEVEL:\n", + " print(\"The null hypothesis is rejected.\")\n", + "\n", + " if trend_test_test_results.z_score > 0:\n", + " print(\n", + " \"The categorical rasters are positively dependent, so the level of forest cover is increasing.\"\n", + " )\n", + " else:\n", + " print(\n", + " \"The categorical rasters are negatively dependent, so the level of forest cover is decreasing.\"\n", + " )\n", + "\n", + "else:\n", + " print(\"The null hypothesis is not rejected. The categorical rasters are independent.\")" + ] + } + ], + "metadata": { + "description": "Helps users to detect forest changes", + "disk_space": "", + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.18" + }, + "name": "Detecting Forest Changes", + "running_time": "", + "tags": [ + "Remote Sensing", + "Deforestation", + "Sustainability" + ] + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/notebooks/ghg_fluxes/ghg_fluxes.ipynb b/notebooks/ghg_fluxes/ghg_fluxes.ipynb index edd34ec6..b8384c8c 100644 --- a/notebooks/ghg_fluxes/ghg_fluxes.ipynb +++ b/notebooks/ghg_fluxes/ghg_fluxes.ipynb @@ -139,8 +139,9 @@ "outputs": [], "source": [ "from datetime import datetime\n", - "from hashlib import sha256\n", - "from shapely import wkt, geometry as shpg\n", + "\n", + "from shapely import geometry as shpg\n", + "from shapely import wkt\n", "\n", "from vibe_core.client import get_default_vibe_client\n", "from vibe_core.data.core_types import GHGProtocolVibe" @@ -706,6 +707,7 @@ "source": [ "import pandas as pd\n", "\n", + "\n", "def transform_name(name):\n", " \"Sustainability manager supports rows with maximum length of 255 characters\"\n", " if \"runoff\" in name:\n", @@ -886,9 +888,11 @@ "metadata": {}, "outputs": [], "source": [ - "from io import BytesIO\n", - "from IPython.core.display import display, HTML\n", "from base64 import b64encode\n", + "from io import BytesIO\n", + "\n", + "from IPython.core.display import HTML, display\n", + "\n", "\n", "def render_download_link(df: pd.DataFrame, filename: str):\n", " bio = BytesIO()\n", @@ -971,6 +975,8 @@ } ], "metadata": { + "description": "Compute GHG emissions and sequestration for a given crop, location and time range.", + "disk_space": "", "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", @@ -989,10 +995,11 @@ "version": "3.8.13" }, "name": "Green House Gas fluxes", - "description": "Compute GHG emissions and sequestration for a given crop, location and time range.", - "tags": ["Sustainability", "What-if Analysis"], - "disk_space": "", - "running_time": "30s" + "running_time": "30s", + "tags": [ + "Sustainability", + "What-if Analysis" + ] }, "nbformat": 4, "nbformat_minor": 2 diff --git a/notebooks/harvest_period/ndvi_summary.ipynb b/notebooks/harvest_period/ndvi_summary.ipynb index a6953f99..4e7d8a68 100644 --- a/notebooks/harvest_period/ndvi_summary.ipynb +++ b/notebooks/harvest_period/ndvi_summary.ipynb @@ -39,12 +39,11 @@ "source": [ "# Utility imports\n", "from datetime import datetime\n", - "from shapely import wkt\n", + "\n", "import matplotlib.pyplot as plt\n", - "import numpy as np\n", - "import os\n", "import pandas as pd\n", "from lmfit.models import SkewedGaussianModel\n", + "from shapely import wkt\n", "\n", "# FarmVibes.AI imports\n", "from vibe_core.client import get_default_vibe_client\n", @@ -79,7 +78,7 @@ "input_geometry_path = \"./input_region.wkt\"\n", "time_range = (datetime(2020, 4, 1), datetime(2020, 12, 30))\n", "\n", - "# Reading the geometry file \n", + "# Reading the geometry file\n", "with open(input_geometry_path) as f:\n", " geometry = wkt.load(f)" ] @@ -368,6 +367,8 @@ } ], "metadata": { + "description": "Infer harvest and germination periods from NDVI time series.", + "disk_space": "", "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", @@ -385,16 +386,19 @@ "pygments_lexer": "ipython3", "version": "3.10.6" }, + "name": "Harvest and germination periods", + "running_time": "", + "tags": [ + "Crop Analysis", + "Time Series", + "Index Computation", + "Remote Sensing" + ], "vscode": { "interpreter": { "hash": "e7370f93d1d0cde622a1f8e1c04877d8463912d04d973331ad4851f04de6915a" } - }, - "name": "Harvest and germination periods", - "description": "Infer harvest and germination periods from NDVI time series.", - "tags": ["Crop Analysis", "Time Series", "Index Computation", "Remote Sensing"], - "disk_space": "", - "running_time": "" + } }, "nbformat": 4, "nbformat_minor": 2 diff --git a/notebooks/heatmaps/nutrients_using_classification.ipynb b/notebooks/heatmaps/nutrients_using_classification.ipynb index d50da4c2..debce5bb 100755 --- a/notebooks/heatmaps/nutrients_using_classification.ipynb +++ b/notebooks/heatmaps/nutrients_using_classification.ipynb @@ -1,915 +1,916 @@ { - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# FarmVibes.AI Nutrients Heatmap by classification\n", - "\n", - "This notebook demonstrates how to run the heatmap workflow using satellite imagery and nutrient information for certain locations. The workflow generate heatmap by computing index specified, defining the number of equal-width bins and allocating index values to the nearest bins. \n", - "\n", - "This workflow ingests user data into the cluster. The reference to the data should be accessible via the internet and, for this demo, we assume it is saved in a remote location such as Azure blob storage.\n", - "\n", - "\n", - "### Micromamba environment setup\n", - "Before running this notebook, let's build a micromamba environment. If you do not have micromamba installed, please follow the instructions from the [micromamba installation guide](https://mamba.readthedocs.io/en/latest/installation/micromamba-installation.html).\n", - "\n", - "```bash\n", - "$ micromamba env create -f ./nutrients.yaml\n", - "$ micromamba activate nutrients\n", - "```\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Useful libraries\n", - "\n", - "Below are the main libraries used for this example and other useful links:\n", - "- [NumPy](https://github.com/numpy/numpy) is a python package that provides powerful N-dimensional array object, broadcasting functions and useful linear algebra, Fourier transform, and random number capabilities.\n", - "- [pandas](https://github.com/scikit-learn/scikit-learn) is a Python package that provides fast, flexible, and expressive data structures designed to make working with \"relational\" or \"labeled\" data both easy and intuitive.\n", - "- [rasterio](https://github.com/rasterio/rasterio) is a library for reading and writing geospatial raster data. It is used on torchgeo and rioxarray. It is a good option when reading/writing GeoTIFFs.\n", - "- [Scikit-Learn](https://github.com/scikit-learn/scikit-learn) is a Python package for machine learning built on top of SciPy. It Simple and efficient tools for predictive data analysis.\n", - "- [Shapely](https://github.com/shapely/shapely) is a library for manipulating geometric shapes." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Imports & API Client" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "from datetime import datetime\n", - "from vibe_core.client import get_default_vibe_client\n", - "\n", - "from notebook_lib import utils" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Workflow Inputs\n", - "The main workflow inputs are as follows:\n", - "- [farm_boundary](https://geojson.org/): Boundary of the field in geojson format. It is used to clip the satellite imagery to an area of interest and run the workflow. A sample field boundary is provided in the file `./sensor_farm_boundary.geojson`.\n", - "- [geojson_url](https://geojson.org/): Location to the soil sample data. Should be accessible through the internet and will be downloaded in the FarmVibes.AI cluster. The data should contain points and their associated nutrient values. We provide an example in the file `sensor_samples.geojson`. These samples spaced at 50 feet with nutrients information Carbon (C), Phosphorus (P), Nitrogen (N), pH.\n", - "- imagery: Satellite imagery with multispectral bands that will be used to generate the heatmap. In this demo we contemplate using Sentinel-2 imagery, which can be ingested by running a FarmVibes.AI workflow or a user provided url.\n", - "\n", - "*Note - The provided sample data (sensor_farm_boundary.geojson, sensor_samples.geojson) is intended to help the user understand how to run the workflow and contains mock data.*" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "FARM_BOUNDARY = \"./sensor_farm_boundary.geojson\"\n", - "GEOJSON_URL = \"\"" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Satellite imagery\n", - "Below we outline two methods for getting a raster that contains the satellite imagery used to generate the heatmap. Run the appropriate section below to ingest the data according to your preference.\n", - "\n", - "### 1. Use the FarmVibes.AI workfow\n", - "FarmVibes.AI has several workflows that will ingest and preprocess data from many sources. Below we demonstrate how to obtain Sentinel-2 imagery for a desired location (our field boundary) and time range (some time around when the field samples were collected)." - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "START_DATE=datetime(day=30, month=6, year=2022)\n", - "END_DATE=datetime(day=2, month=7, year=2022)" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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-                        ],
-                        "text/plain": []
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-            "source": [
-                "# sr_id: EPSG code for the coordinate system (CRS) used in the GeoJSON file\n",
-                "# containing the field boundary\n",
-                "# EPSG:4326 is the WGS-84 CRS (lat-lon) usually used in GeoJSON files\n",
-                "# Change this if your samples are provided in a different (projected) CRS\n",
-                "imagery = utils.get_raster_from_cluster(\n",
-                "    farm_boundary=FARM_BOUNDARY,\n",
-                "    time_range=(START_DATE, END_DATE),\n",
-                "    sr_id=4326\n",
-                ")"
-            ]
-        },
-        {
-            "cell_type": "markdown",
-            "metadata": {},
-            "source": [
-                "### 2. Ingest user-provided TIFF\n",
-                "Run this if you prefer ingesting your own raster into the cluster that already exist in azure storage account. The raster ingesting should have required bands to compute index in next section. \n",
-                "\n",
-                "For example, if you're ingesting the Sentinel Raster then bands should be mapped as below. It's the format supported by [Spyndex library](https://github.com/awesome-spectral-indices/awesome-spectral-indices#expressions)\n",
-                "\n",
-                "{'B01': 0, 'B02': 1, 'B03': 2, 'B04': 3, 'B05': 4, 'B06': 5, 'B07': 6, 'B08': 7, 'B8A': 8, 'B09': 9, 'B11': 10, 'B12': 11}\n",
-                "\n",
-                "If you are ingesting the drone multi spectral raster image that has three bands representing red, blue and nir then bands should be mapped as below.\n",
-                "\n",
-                "{\"R\": 0, \"B\": 1, \"N\": 2}\n",
-                "\n",
-                "Note: To map the bands for Sentinel, Landsat etc., look at respective columns in [Spyndex library documentation](https://github.com/awesome-spectral-indices/awesome-spectral-indices#expressions), if column not found then map the bands based on column \"Standard\""
-            ]
-        },
-        {
-            "cell_type": "code",
-            "execution_count": 1,
-            "metadata": {},
-            "outputs": [],
-            "source": [
-                "# Url the cluster will use to access the file, e.g., a signed blob URL\n",
-                "IMAGERY_URL = \"\""
-            ]
-        },
-        {
-            "cell_type": "code",
-            "execution_count": null,
-            "metadata": {},
-            "outputs": [],
-            "source": [
-                "# Ingest the data into the cluster. A `Raster` is returned\n",
-                "imagery = utils.get_raster_from_external(imagery_url=IMAGERY_URL, farm_boundary=FARM_BOUNDARY)\n",
-                "# Set the bands so that we know which band is what when computing indices\n",
-                "# These are the band names for an L2A Sentinel-2 raster\n",
-                "imagery.bands = {'B01': 0, 'B02': 1, 'B03': 2, 'B04': 3, 'B05': 4, 'B06': 5, 'B07': 6, 'B08': 7, 'B8A': 8, 'B09': 9, 'B11': 10, 'B12': 11}"
-            ]
-        },
-        {
-            "cell_type": "markdown",
-            "metadata": {},
-            "source": [
-                "## Heatmap workflow\n",
-                "The heatmap workflow will run the following tasks:\n",
-                "- Download sensor samples from the user-provided url. Accuracy of the heatmap will depend on the number of samples.\n",
-                "- Compute vegetation indices from the provided raster.\n",
-                "- Clip index raster and sensor samples using the field boundary.\n",
-                "- Bin sample values.\n",
-                "- Train a spatial interpolation model using the vegetation index as input and the sample bin as output.\n",
-                "- Predict nutrient for the whole region at the raster resolution.\n",
-                "- Generate shapefiles for each bin from the prediction raster.\n",
-                "\n",
-                "The workflow can be customized via several parameters, the parameters, default values, and their descriptions can be accessed via the client."
-            ]
-        },
-        {
-            "cell_type": "code",
-            "execution_count": 5,
-            "metadata": {},
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Workflow: farm_ai/agriculture/heatmap_using_classification\n",
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-                            "Description:\n",
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    The workflow generates a nutrient heatmap for samples provided by user by downloading the       \n",
-                            "    samples from user input. The samples provided are related with farm boundary and have required  \n",
-                            "    nutrient information to create a heatmap.                                                       \n",
-                            "
\n" - ], - "text/plain": [ - " The workflow generates a nutrient heatmap for samples provided by user by downloading the \n", - " samples from user input. The samples provided are related with farm boundary and have required \n", - " nutrient information to create a heatmap. \n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
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    - input_samples (List[vibe_core.data.core_types.ExternalReferenceList]): External references to \n",
-                            "    sensor samples for nutrients.                                                                   \n",
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    - input_raster (vibe_core.data.rasters.Raster): Input raster for index computation.             \n",
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    - result (vibe_core.data.core_types.DataVibe): Zip file containing cluster geometries.          \n",
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-                            "Parameters:\n",
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    - attribute_name (default: C): Nutrient property name in sensor samples geojson file. For       \n",
-                            "    example CARBON (C), Nitrogen (N), Phosphorus (P) etc.,                                          \n",
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    - buffer (default: 3): Offset distance from sample to perform interpolate operations with       \n",
-                            "    raster.                                                                                         \n",
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    - index (default: ndvi): Type of index to be used to generate heatmap. For example - evi, pri   \n",
-                            "    etc.,                                                                                           \n",
-                            "
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    - bins (default: 4): Possible number of groups used to move value to nearest group using [numpy \n",
-                            "    histogram](https://numpy.org/doc/stable/reference/generated/numpy.histogram.html) and to        \n",
-                            "    pre-process the data to support model training with classification .                            \n",
-                            "
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    - simplify (default: simplify): Replace small polygons in input with value of their largest     \n",
-                            "    neighbor after converting from raster to vector. Accepts 'simplify' or 'convex' or 'none'.      \n",
-                            "
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    - tolerance (default: 1.0): All parts of a [simplified                                          \n",
-                            "    geometry](https://geopandas.org/en/stable/docs/reference/api/geopandas.GeoSeries.simplify.html) \n",
-                            "    will be no more than tolerance distance from the original. It has the same units as the         \n",
-                            "    coordinate reference system of the GeoSeries. For example, using tolerance=100 in a projected   \n",
-                            "    CRS with meters as units means a distance of 100 meters in reality.                             \n",
-                            "
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    - data_scale (default: False): Accepts True or False. Default is False. On True, it scale data  \n",
-                            "    using [StandardScalar]                                                                          \n",
-                            "    (https://scikit-learn.org/stable/modules/generated/sklearn.preprocessing.StandardScaler.html)   \n",
-                            "    from scikit-learn package.  It Standardize features by removing the mean and scaling to unit    \n",
-                            "    variance.                                                                                       \n",
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    - max_depth (default: 50): The maximum depth of the tree. If None, then nodes are expanded until\n",
-                            "    all leaves are pure or until all leaves contain less than min_samples_split samples. For more   \n",
-                            "    details refer to                                                                                \n",
-                            "    (https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.RandomForestClassifier.html)\n",
-                            "
\n" - ], - "text/plain": [ - " - \u001b[1mmax_depth\u001b[0m (\u001b[34mdefault: 50\u001b[0m): The maximum depth of the tree. If None, then nodes are expanded until\n", - " all leaves are pure or until all leaves contain less than min_samples_split samples. For more \n", - " details refer to \n", - " (https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.RandomForestClassifier.html)\n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
    - n_estimators (default: 25): The number of trees in the forest. For more details refer to      \n",
-                            "    (https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.RandomForestClassifier.html)\n",
-                            "
\n" - ], - "text/plain": [ - " - \u001b[1mn_estimators\u001b[0m (\u001b[34mdefault: 25\u001b[0m): The number of trees in the forest. For more details refer to \n", - " (https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.RandomForestClassifier.html)\n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
    - random_state (default: 100): Controls both the randomness of the bootstrapping of the samples \n",
-                            "    used when building trees (if bootstrap=True) and the sampling of the features to consider when  \n",
-                            "    looking for the best split at each node (if max_features < n_features). For more details refer  \n",
-                            "    to                                                                                              \n",
-                            "    (https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.RandomForestClassifier.html)\n",
-                            "
\n" - ], - "text/plain": [ - " - \u001b[1mrandom_state\u001b[0m (\u001b[34mdefault: 100\u001b[0m): Controls both the randomness of the bootstrapping of the samples \n", - " used when building trees (if bootstrap=True) and the sampling of the features to consider when \n", - " looking for the best split at each node (if max_features < n_features). For more details refer \n", - " to \n", - " (https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.RandomForestClassifier.html)\n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
\n",
-                            "Tasks:\n",
-                            "
\n" - ], - "text/plain": [ - "\n", - "\u001b[1;32mTasks:\u001b[0m\n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
    - download_samples: Adds user geometries into the cluster storage, allowing for them to be used \n",
-                            "    on workflows.                                                                                   \n",
-                            "
\n" - ], - "text/plain": [ - " - \u001b[1mdownload_samples\u001b[0m: Adds user geometries into the cluster storage, allowing for them to be used \n", - " on workflows. \n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
    - soil_sample_heatmap_classification: Utilizes input Sentinel-2 satellite imagery & the sensor  \n",
-                            "    samples as labeled data that contain nutrient information (Nitrogen, Carbon, pH, Phosphorus) to \n",
-                            "    train a model using Random Forest classifier. The inference operation predicts nutrients in soil\n",
-                            "    for the chosen farm boundary.                                                                   \n",
-                            "                                                                                                    \n",
-                            "
\n" - ], - "text/plain": [ - " - \u001b[1msoil_sample_heatmap_classification\u001b[0m: Utilizes input Sentinel-2 satellite imagery & the sensor \n", - " samples as labeled data that contain nutrient information (Nitrogen, Carbon, pH, Phosphorus) to \n", - " train a model using Random Forest classifier. The inference operation predicts nutrients in soil\n", - " for the chosen farm boundary. \n", - " \n" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "client = get_default_vibe_client()\n", - "client.document_workflow(\"farm_ai/agriculture/heatmap_using_classification\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Generating a Nitrogen heatmap\n", - "We demonstrate how to generate a nitrogen heatmap using the Enhanced Vegetation Index (EVI). In the provided sample file, the sensor samples have nitrogen information in attribute \"N\". Parameters for a workflow run are defined in a dict as shown below." - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
\n"
-                        ],
-                        "text/plain": []
-                    },
-                    "metadata": {},
-                    "output_type": "display_data"
-                },
-                {
-                    "data": {
-                        "text/html": [
-                            "
\n"
-                        ],
-                        "text/plain": []
-                    },
-                    "metadata": {},
-                    "output_type": "display_data"
-                }
-            ],
-            "source": [
-                "# input parameters\n",
-                "parameters = {\n",
-                "    \"index\": \"evi\",\n",
-                "    \"attribute_name\": \"N\",\n",
-                "    \"buffer\": 3,\n",
-                "    \"bins\": 4,\n",
-                "    \"simplify\": \"simplify\",\n",
-                "    \"tolerance\": 0.32,\n",
-                "    \"data_scale\": True,\n",
-                "}\n",
-                "\n",
-                "archive_path = utils.create_heatmap(\n",
-                "        imagery= imagery, \n",
-                "        geojson_url = GEOJSON_URL, \n",
-                "        farm_boundary = FARM_BOUNDARY, \n",
-                "        parameters = parameters\n",
-                ")"
-            ]
-        },
-        {
-            "cell_type": "markdown",
-            "metadata": {},
-            "source": [
-                "### Output visualization\n",
-                "We use matplotlib and geopandas to display the results of the workflow from the shapefiles. This is a quick way to get a high level view the workflow output. To get a more detailed look, we recommend opening the generated files and input raster in a geographic analysis platform, such as [QGIS](https://www.qgis.org/en/site/). This will allow you to zoom in and more closely examine the results."
-            ]
-        },
-        {
-            "cell_type": "code",
-            "execution_count": 7,
-            "metadata": {},
-            "outputs": [
-                {
-                    "data": {
-                        "image/png": 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",
-                        "text/plain": [
-                            "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "utils.view_output(archive_path, title=\"Heatmap for Nitrogen\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Generating a Carbon heatmap\n", - "The carbon information is available in the attribute `C`, so we change the parameter accordingly. We also use EVI for this parameter." - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
\n"
-                        ],
-                        "text/plain": []
-                    },
-                    "metadata": {},
-                    "output_type": "display_data"
-                },
-                {
-                    "data": {
-                        "text/html": [
-                            "
\n"
-                        ],
-                        "text/plain": []
-                    },
-                    "metadata": {},
-                    "output_type": "display_data"
-                }
-            ],
-            "source": [
-                "# input parameters\n",
-                "parameters = {\n",
-                "    \"index\": \"evi\",\n",
-                "    \"attribute_name\": \"C\",\n",
-                "    \"buffer\": 3,\n",
-                "    \"bins\": 2,\n",
-                "    \"simplify\": \"simplify\",\n",
-                "    \"tolerance\": 0.28,\n",
-                "    \"data_scale\": False,\n",
-                "}\n",
-                "\n",
-                "archive_path = utils.create_heatmap(\n",
-                "        imagery=imagery, \n",
-                "        geojson_url = GEOJSON_URL, \n",
-                "        farm_boundary = FARM_BOUNDARY, \n",
-                "        parameters = parameters\n",
-                ")"
-            ]
-        },
-        {
-            "cell_type": "code",
-            "execution_count": 9,
-            "metadata": {},
-            "outputs": [
-                {
-                    "data": {
-                        "image/png": 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",
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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "utils.view_output(archive_path, title=\"Heatmap for Carbon\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Generating a Phosphorus heatmap\n", - "The information about phosphorus is available in the attribute `P`, so we change the parameter accordingly. We also use EVI for this parameter." - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
\n"
-                        ],
-                        "text/plain": []
-                    },
-                    "metadata": {},
-                    "output_type": "display_data"
-                },
-                {
-                    "data": {
-                        "text/html": [
-                            "
\n"
-                        ],
-                        "text/plain": []
-                    },
-                    "metadata": {},
-                    "output_type": "display_data"
-                }
-            ],
-            "source": [
-                "# input parameters\n",
-                "parameters = {\n",
-                "    \"index\":\"evi\",\n",
-                "    \"attribute_name\": \"P\",\n",
-                "    \"buffer\": 4,\n",
-                "    \"bins\": 3,\n",
-                "    \"simplify\": \"simplify\",\n",
-                "    \"tolerance\": 0.2,\n",
-                "    \"data_scale\": True,\n",
-                "}\n",
-                "\n",
-                "archive_path = utils.create_heatmap(\n",
-                "        imagery= imagery, \n",
-                "        geojson_url = GEOJSON_URL, \n",
-                "        farm_boundary = FARM_BOUNDARY, \n",
-                "        parameters = parameters\n",
-                ")"
-            ]
-        },
-        {
-            "cell_type": "code",
-            "execution_count": 11,
-            "metadata": {},
-            "outputs": [
-                {
-                    "data": {
-                        "image/png": 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",
-                        "text/plain": [
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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "utils.view_output(archive_path, title=\"Heatmap for Phosphorus\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Generating a pH heatmap\n", - "The information about pH is available in the attribute `pH`, so we change the parameter accordingly. We found that the Photochemical Reflectance Index (PRI) has better correlation with pH values, so we adjust the index as well." - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
\n"
-                        ],
-                        "text/plain": []
-                    },
-                    "metadata": {},
-                    "output_type": "display_data"
-                },
-                {
-                    "data": {
-                        "text/html": [
-                            "
\n"
-                        ],
-                        "text/plain": []
-                    },
-                    "metadata": {},
-                    "output_type": "display_data"
-                }
-            ],
-            "source": [
-                "# input parameters\n",
-                "parameters = {\n",
-                "    \"index\": \"pri\",\n",
-                "    \"attribute_name\": \"pH\",\n",
-                "    \"buffer\": 3,\n",
-                "    \"bins\": 4,\n",
-                "    \"simplify\": \"simplify\",\n",
-                "    \"tolerance\": 0.2,\n",
-                "    \"data_scale\": False,\n",
-                "}\n",
-                "\n",
-                "archive_path = utils.create_heatmap(\n",
-                "        imagery=imagery, \n",
-                "        geojson_url = GEOJSON_URL, \n",
-                "        farm_boundary = FARM_BOUNDARY, \n",
-                "        parameters = parameters\n",
-                ")"
-            ]
-        },
-        {
-            "cell_type": "code",
-            "execution_count": 13,
-            "metadata": {},
-            "outputs": [
-                {
-                    "data": {
-                        "image/png": 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",
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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "utils.view_output(archive_path, title=\"Heatmap for Phosphorus\")" - ] - } - ], - "metadata": { - "description": "Using soil samples from a farm, train a Random Forest model to estimate a heatmap of soil nutrients.", - "disk_space": "", - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.8.15" - }, - "name": "Nutrient Heatmap Estimation - Classification", - "running_time": "", - "tags": [ - "Sustainability", - "Index Computation", - "Model Training", - "Sentinel", - "Working with Custom Workflows" - ], - "vscode": { - "interpreter": { - "hash": "2aa0580ea024b7f7eb69f04a32a9c9b086c2434662745a322e5dbb797c6875b3" - } - } + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# FarmVibes.AI Nutrients Heatmap by classification\n", + "\n", + "This notebook demonstrates how to run the heatmap workflow using satellite imagery and nutrient information for certain locations. The workflow generate heatmap by computing index specified, defining the number of equal-width bins and allocating index values to the nearest bins. \n", + "\n", + "This workflow ingests user data into the cluster. The reference to the data should be accessible via the internet and, for this demo, we assume it is saved in a remote location such as Azure blob storage.\n", + "\n", + "\n", + "### Micromamba environment setup\n", + "Before running this notebook, let's build a micromamba environment. If you do not have micromamba installed, please follow the instructions from the [micromamba installation guide](https://mamba.readthedocs.io/en/latest/installation/micromamba-installation.html).\n", + "\n", + "```bash\n", + "$ micromamba env create -f ./nutrients.yaml\n", + "$ micromamba activate nutrients\n", + "```\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Useful libraries\n", + "\n", + "Below are the main libraries used for this example and other useful links:\n", + "- [NumPy](https://github.com/numpy/numpy) is a python package that provides powerful N-dimensional array object, broadcasting functions and useful linear algebra, Fourier transform, and random number capabilities.\n", + "- [pandas](https://github.com/scikit-learn/scikit-learn) is a Python package that provides fast, flexible, and expressive data structures designed to make working with \"relational\" or \"labeled\" data both easy and intuitive.\n", + "- [rasterio](https://github.com/rasterio/rasterio) is a library for reading and writing geospatial raster data. It is used on torchgeo and rioxarray. It is a good option when reading/writing GeoTIFFs.\n", + "- [Scikit-Learn](https://github.com/scikit-learn/scikit-learn) is a Python package for machine learning built on top of SciPy. It Simple and efficient tools for predictive data analysis.\n", + "- [Shapely](https://github.com/shapely/shapely) is a library for manipulating geometric shapes." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Imports & API Client" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "from datetime import datetime\n", + "\n", + "from notebook_lib import utils\n", + "\n", + "from vibe_core.client import get_default_vibe_client" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Workflow Inputs\n", + "The main workflow inputs are as follows:\n", + "- [farm_boundary](https://geojson.org/): Boundary of the field in geojson format. It is used to clip the satellite imagery to an area of interest and run the workflow. A sample field boundary is provided in the file `./sensor_farm_boundary.geojson`.\n", + "- [geojson_url](https://geojson.org/): Location to the soil sample data. Should be accessible through the internet and will be downloaded in the FarmVibes.AI cluster. The data should contain points and their associated nutrient values. We provide an example in the file `sensor_samples.geojson`. These samples spaced at 50 feet with nutrients information Carbon (C), Phosphorus (P), Nitrogen (N), pH.\n", + "- imagery: Satellite imagery with multispectral bands that will be used to generate the heatmap. In this demo we contemplate using Sentinel-2 imagery, which can be ingested by running a FarmVibes.AI workflow or a user provided url.\n", + "\n", + "*Note - The provided sample data (sensor_farm_boundary.geojson, sensor_samples.geojson) is intended to help the user understand how to run the workflow and contains mock data.*" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "FARM_BOUNDARY = \"./sensor_farm_boundary.geojson\"\n", + "GEOJSON_URL = \"\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Satellite imagery\n", + "Below we outline two methods for getting a raster that contains the satellite imagery used to generate the heatmap. Run the appropriate section below to ingest the data according to your preference.\n", + "\n", + "### 1. Use the FarmVibes.AI workfow\n", + "FarmVibes.AI has several workflows that will ingest and preprocess data from many sources. Below we demonstrate how to obtain Sentinel-2 imagery for a desired location (our field boundary) and time range (some time around when the field samples were collected)." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "START_DATE=datetime(day=30, month=6, year=2022)\n", + "END_DATE=datetime(day=2, month=7, year=2022)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
     },
-    "nbformat": 4,
-    "nbformat_minor": 2
+    {
+     "data": {
+      "text/html": [
+       "
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+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# sr_id: EPSG code for the coordinate system (CRS) used in the GeoJSON file\n",
+    "# containing the field boundary\n",
+    "# EPSG:4326 is the WGS-84 CRS (lat-lon) usually used in GeoJSON files\n",
+    "# Change this if your samples are provided in a different (projected) CRS\n",
+    "imagery = utils.get_raster_from_cluster(\n",
+    "    farm_boundary=FARM_BOUNDARY,\n",
+    "    time_range=(START_DATE, END_DATE),\n",
+    "    sr_id=4326\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### 2. Ingest user-provided TIFF\n",
+    "Run this if you prefer ingesting your own raster into the cluster that already exist in azure storage account. The raster ingesting should have required bands to compute index in next section. \n",
+    "\n",
+    "For example, if you're ingesting the Sentinel Raster then bands should be mapped as below. It's the format supported by [Spyndex library](https://github.com/awesome-spectral-indices/awesome-spectral-indices#expressions)\n",
+    "\n",
+    "{'B01': 0, 'B02': 1, 'B03': 2, 'B04': 3, 'B05': 4, 'B06': 5, 'B07': 6, 'B08': 7, 'B8A': 8, 'B09': 9, 'B11': 10, 'B12': 11}\n",
+    "\n",
+    "If you are ingesting the drone multi spectral raster image that has three bands representing red, blue and nir then bands should be mapped as below.\n",
+    "\n",
+    "{\"R\": 0, \"B\": 1, \"N\": 2}\n",
+    "\n",
+    "Note: To map the bands for Sentinel, Landsat etc., look at respective columns in [Spyndex library documentation](https://github.com/awesome-spectral-indices/awesome-spectral-indices#expressions), if column not found then map the bands based on column \"Standard\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Url the cluster will use to access the file, e.g., a signed blob URL\n",
+    "IMAGERY_URL = \"\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Ingest the data into the cluster. A `Raster` is returned\n",
+    "imagery = utils.get_raster_from_external(imagery_url=IMAGERY_URL, farm_boundary=FARM_BOUNDARY)\n",
+    "# Set the bands so that we know which band is what when computing indices\n",
+    "# These are the band names for an L2A Sentinel-2 raster\n",
+    "imagery.bands = {'B01': 0, 'B02': 1, 'B03': 2, 'B04': 3, 'B05': 4, 'B06': 5, 'B07': 6, 'B08': 7, 'B8A': 8, 'B09': 9, 'B11': 10, 'B12': 11}"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Heatmap workflow\n",
+    "The heatmap workflow will run the following tasks:\n",
+    "- Download sensor samples from the user-provided url. Accuracy of the heatmap will depend on the number of samples.\n",
+    "- Compute vegetation indices from the provided raster.\n",
+    "- Clip index raster and sensor samples using the field boundary.\n",
+    "- Bin sample values.\n",
+    "- Train a spatial interpolation model using the vegetation index as input and the sample bin as output.\n",
+    "- Predict nutrient for the whole region at the raster resolution.\n",
+    "- Generate shapefiles for each bin from the prediction raster.\n",
+    "\n",
+    "The workflow can be customized via several parameters, the parameters, default values, and their descriptions can be accessed via the client."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "
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+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
Workflow: farm_ai/agriculture/heatmap_using_classification\n",
+       "
\n" + ], + "text/plain": [ + "\u001b[1;32mWorkflow:\u001b[0m \u001b[1;4;38;5;27mfarm_ai/agriculture/heatmap_using_classification\u001b[0m\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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+       "Description:\n",
+       "
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    The workflow generates a nutrient heatmap for samples provided by user by downloading the       \n",
+       "    samples from user input. The samples provided are related with farm boundary and have required  \n",
+       "    nutrient information to create a heatmap.                                                       \n",
+       "
\n" + ], + "text/plain": [ + " The workflow generates a nutrient heatmap for samples provided by user by downloading the \n", + " samples from user input. The samples provided are related with farm boundary and have required \n", + " nutrient information to create a heatmap. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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+       "Sources:\n",
+       "
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    - input_samples (List[vibe_core.data.core_types.ExternalReferenceList]): External references to \n",
+       "    sensor samples for nutrients.                                                                   \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1minput_samples\u001b[0m (\u001b[34mList[vibe_core.data.core_types.ExternalReferenceList]\u001b[0m): External references to \n", + " sensor samples for nutrients. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - input_raster (vibe_core.data.rasters.Raster): Input raster for index computation.             \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1minput_raster\u001b[0m (\u001b[34mvibe_core.data.rasters.Raster\u001b[0m): Input raster for index computation. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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+       "Sinks:\n",
+       "
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    - result (vibe_core.data.core_types.DataVibe): Zip file containing cluster geometries.          \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mresult\u001b[0m (\u001b[34mvibe_core.data.core_types.DataVibe\u001b[0m): Zip file containing cluster geometries. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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+       "Parameters:\n",
+       "
\n" + ], + "text/plain": [ + "\n", + "\u001b[1;32mParameters:\u001b[0m\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - attribute_name (default: C): Nutrient property name in sensor samples geojson file. For       \n",
+       "    example CARBON (C), Nitrogen (N), Phosphorus (P) etc.,                                          \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mattribute_name\u001b[0m (\u001b[34mdefault: C\u001b[0m): Nutrient property name in sensor samples geojson file. For \n", + " example CARBON (C), Nitrogen (N), Phosphorus (P) etc., \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - buffer (default: 3): Offset distance from sample to perform interpolate operations with       \n",
+       "    raster.                                                                                         \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mbuffer\u001b[0m (\u001b[34mdefault: 3\u001b[0m): Offset distance from sample to perform interpolate operations with \n", + " raster. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - index (default: ndvi): Type of index to be used to generate heatmap. For example - evi, pri   \n",
+       "    etc.,                                                                                           \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mindex\u001b[0m (\u001b[34mdefault: ndvi\u001b[0m): Type of index to be used to generate heatmap. For example - evi, pri \n", + " etc., \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - bins (default: 4): Possible number of groups used to move value to nearest group using [numpy \n",
+       "    histogram](https://numpy.org/doc/stable/reference/generated/numpy.histogram.html) and to        \n",
+       "    pre-process the data to support model training with classification .                            \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mbins\u001b[0m (\u001b[34mdefault: 4\u001b[0m): Possible number of groups used to move value to nearest group using [numpy \n", + " histogram](https://numpy.org/doc/stable/reference/generated/numpy.histogram.html) and to \n", + " pre-process the data to support model training with classification . \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - simplify (default: simplify): Replace small polygons in input with value of their largest     \n",
+       "    neighbor after converting from raster to vector. Accepts 'simplify' or 'convex' or 'none'.      \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1msimplify\u001b[0m (\u001b[34mdefault: simplify\u001b[0m): Replace small polygons in input with value of their largest \n", + " neighbor after converting from raster to vector. Accepts 'simplify' or 'convex' or 'none'. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - tolerance (default: 1.0): All parts of a [simplified                                          \n",
+       "    geometry](https://geopandas.org/en/stable/docs/reference/api/geopandas.GeoSeries.simplify.html) \n",
+       "    will be no more than tolerance distance from the original. It has the same units as the         \n",
+       "    coordinate reference system of the GeoSeries. For example, using tolerance=100 in a projected   \n",
+       "    CRS with meters as units means a distance of 100 meters in reality.                             \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mtolerance\u001b[0m (\u001b[34mdefault: 1.0\u001b[0m): All parts of a [simplified \n", + " geometry](https://geopandas.org/en/stable/docs/reference/api/geopandas.GeoSeries.simplify.html) \n", + " will be no more than tolerance distance from the original. It has the same units as the \n", + " coordinate reference system of the GeoSeries. For example, using tolerance=100 in a projected \n", + " CRS with meters as units means a distance of 100 meters in reality. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - data_scale (default: False): Accepts True or False. Default is False. On True, it scale data  \n",
+       "    using [StandardScalar]                                                                          \n",
+       "    (https://scikit-learn.org/stable/modules/generated/sklearn.preprocessing.StandardScaler.html)   \n",
+       "    from scikit-learn package.  It Standardize features by removing the mean and scaling to unit    \n",
+       "    variance.                                                                                       \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mdata_scale\u001b[0m (\u001b[34mdefault: False\u001b[0m): Accepts True or False. Default is False. On True, it scale data \n", + " using [StandardScalar] \n", + " (https://scikit-learn.org/stable/modules/generated/sklearn.preprocessing.StandardScaler.html) \n", + " from scikit-learn package. It Standardize features by removing the mean and scaling to unit \n", + " variance. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - max_depth (default: 50): The maximum depth of the tree. If None, then nodes are expanded until\n",
+       "    all leaves are pure or until all leaves contain less than min_samples_split samples. For more   \n",
+       "    details refer to                                                                                \n",
+       "    (https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.RandomForestClassifier.html)\n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mmax_depth\u001b[0m (\u001b[34mdefault: 50\u001b[0m): The maximum depth of the tree. If None, then nodes are expanded until\n", + " all leaves are pure or until all leaves contain less than min_samples_split samples. For more \n", + " details refer to \n", + " (https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.RandomForestClassifier.html)\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - n_estimators (default: 25): The number of trees in the forest. For more details refer to      \n",
+       "    (https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.RandomForestClassifier.html)\n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mn_estimators\u001b[0m (\u001b[34mdefault: 25\u001b[0m): The number of trees in the forest. For more details refer to \n", + " (https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.RandomForestClassifier.html)\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - random_state (default: 100): Controls both the randomness of the bootstrapping of the samples \n",
+       "    used when building trees (if bootstrap=True) and the sampling of the features to consider when  \n",
+       "    looking for the best split at each node (if max_features < n_features). For more details refer  \n",
+       "    to                                                                                              \n",
+       "    (https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.RandomForestClassifier.html)\n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mrandom_state\u001b[0m (\u001b[34mdefault: 100\u001b[0m): Controls both the randomness of the bootstrapping of the samples \n", + " used when building trees (if bootstrap=True) and the sampling of the features to consider when \n", + " looking for the best split at each node (if max_features < n_features). For more details refer \n", + " to \n", + " (https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.RandomForestClassifier.html)\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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+       "Tasks:\n",
+       "
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    - download_samples: Adds user geometries into the cluster storage, allowing for them to be used \n",
+       "    on workflows.                                                                                   \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mdownload_samples\u001b[0m: Adds user geometries into the cluster storage, allowing for them to be used \n", + " on workflows. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - soil_sample_heatmap_classification: Utilizes input Sentinel-2 satellite imagery & the sensor  \n",
+       "    samples as labeled data that contain nutrient information (Nitrogen, Carbon, pH, Phosphorus) to \n",
+       "    train a model using Random Forest classifier. The inference operation predicts nutrients in soil\n",
+       "    for the chosen farm boundary.                                                                   \n",
+       "                                                                                                    \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1msoil_sample_heatmap_classification\u001b[0m: Utilizes input Sentinel-2 satellite imagery & the sensor \n", + " samples as labeled data that contain nutrient information (Nitrogen, Carbon, pH, Phosphorus) to \n", + " train a model using Random Forest classifier. The inference operation predicts nutrients in soil\n", + " for the chosen farm boundary. \n", + " \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "client = get_default_vibe_client()\n", + "client.document_workflow(\"farm_ai/agriculture/heatmap_using_classification\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Generating a Nitrogen heatmap\n", + "We demonstrate how to generate a nitrogen heatmap using the Enhanced Vegetation Index (EVI). In the provided sample file, the sensor samples have nitrogen information in attribute \"N\". Parameters for a workflow run are defined in a dict as shown below." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
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+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# input parameters\n",
+    "parameters = {\n",
+    "    \"index\": \"evi\",\n",
+    "    \"attribute_name\": \"N\",\n",
+    "    \"buffer\": 3,\n",
+    "    \"bins\": 4,\n",
+    "    \"simplify\": \"simplify\",\n",
+    "    \"tolerance\": 0.32,\n",
+    "    \"data_scale\": True,\n",
+    "}\n",
+    "\n",
+    "archive_path = utils.create_heatmap(\n",
+    "        imagery= imagery,\n",
+    "        geojson_url = GEOJSON_URL,\n",
+    "        farm_boundary = FARM_BOUNDARY,\n",
+    "        parameters = parameters\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Output visualization\n",
+    "We use matplotlib and geopandas to display the results of the workflow from the shapefiles. This is a quick way to get a high level view the workflow output. To get a more detailed look, we recommend opening the generated files and input raster in a geographic analysis platform, such as [QGIS](https://www.qgis.org/en/site/). This will allow you to zoom in and more closely examine the results."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "utils.view_output(archive_path, title=\"Heatmap for Nitrogen\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Generating a Carbon heatmap\n", + "The carbon information is available in the attribute `C`, so we change the parameter accordingly. We also use EVI for this parameter." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# input parameters\n",
+    "parameters = {\n",
+    "    \"index\": \"evi\",\n",
+    "    \"attribute_name\": \"C\",\n",
+    "    \"buffer\": 3,\n",
+    "    \"bins\": 2,\n",
+    "    \"simplify\": \"simplify\",\n",
+    "    \"tolerance\": 0.28,\n",
+    "    \"data_scale\": False,\n",
+    "}\n",
+    "\n",
+    "archive_path = utils.create_heatmap(\n",
+    "        imagery=imagery,\n",
+    "        geojson_url = GEOJSON_URL,\n",
+    "        farm_boundary = FARM_BOUNDARY,\n",
+    "        parameters = parameters\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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NYmeHmuxOf8SGDh2Kvn37StqGPXv2YNGiRZLWIbUNGzZg+fLlePzxx7Fp0yYkJCQ0S73/+te/8Mgjj8DV1RVKpRJdu3bFk08+if379zdL/URyp//fnB1rbnxdRNNwGItatT179mDNmjWtusOzf/9+dOvWDStXrmyW+gRBwKRJk7Bx40YMGDAAiYmJ8PDwwOXLl/Gvf/0Lw4YNw5dffonQ0NBmaQ8RkdTY2SFqYaWlpejYsaPVytPr9aipqYFKpTJ6fMWKFdi4cSNmz56Nt99+GwrFb3MAXnnlFWzevBkODnf/X0NVVRWUSuVdl0PUWukFO+it/Fwca5fXVvCuUbPbsmULAgMD0b59e3Tu3Bljx47FhQsXDGL+85//4IknnsCf/vQnODo6wsvLCwkJCbh586YY89e//hVr1qwBACgUCnEDgKKiIigUCrz11ltYs2YN7rvvPjg5OWH48OG4cOECBEHAkiVL0L17d7Rv3x6jRo3CtWvXDNrw73//G7GxsejatSscHR3Ro0cPLFmyBLW1tQZx9cN1R44cQWhoKNq3bw9fX19otVqz96G+jQcOHMDJkyfF9ufm5gIAKisr8eKLL8LLywuOjo7w8/PDW2+9BUEQDMpRKBSYPn06tm7digceeACOjo7IysoyWufNmzeRmpoKf39/vPXWWwYdnXrPPPMMBg8eDAC4du0aXnrpJfTr1w8dOnSAWq3GI488gm+++cbgnNzcXCgUCmzfvh3Jycno1q0bnJycUF5eLsbcuHED06ZNQ5cuXaBWqzF+/Hj88ssvDep/9913xevo2rUrXnjhBVy/ft3oPf/uu+8QGRkJJycndOvWDcuWLTN7z4maUy0UkmxkOWZ26K6VlZXh6tWrDfbfunWrwb7XX38dCxYswJNPPolnn30WV65cwTvvvIPw8HAcO3ZMzHDs2LEDN27cwPPPP48uXbrg0KFDeOedd/DTTz9hx44dAIBp06bh0qVLyM7OxubNm422bevWraipqcGMGTNw7do1LFu2DE8++SQeeugh5ObmYs6cOTh79izeeecdvPTSS9iwYYN47saNG9GhQwckJiaiQ4cO2L9/PxYuXIjy8nIsX77coJ5ffvkFI0aMwJNPPolx48bhww8/xPPPPw+lUolJkyYZbdu9996LzZs34/XXX0dFRQVSU1MBAL1794YgCBg5ciQOHDiAyZMnQ6PR4LPPPkNSUhIuXrzYYMhr//79+PDDDzF9+nS4urrCx8fHaJ0HDx7EtWvXMHv2bNjb2xuN+b0ffvgBGRkZeOKJJ+Dr64uSkhK8//77iIiIwHfffYeuXbsaxC9ZsgRKpRIvvfQSqqurDTI706dPR8eOHbFo0SIUFhbivffew48//ih2lABg0aJFWLx4MaKiovD888+LcV9//TW+/PJLtGvXzuCex8TEYMyYMXjyySfx0UcfYc6cOejXrx8eeeSRO14bEbUhAlETffDBBwIAs9sDDzwgxhcVFQn29vbC66+/blDOt99+Kzg4OBjsv3HjRoP6UlNTBYVCIfz444/ivhdeeEEw9mN8/vx5AYBw7733CtevXxf3z5s3TwAgBAQECLdu3RL3jxs3TlAqlUJVVZXZNkybNk1wcnIyiIuIiBAACCtWrBD3VVdXCxqNRnBzcxNqamoa3rzfiYiIMLhPgiAIGRkZAgDhtddeM9j/+OOPCwqFQjh79qy4D4BgZ2cnnDx50mw9giAIq1evFgAI//rXv+4YKwiCUFVVJdTW1hrsO3/+vODo6Ci8+uqr4r4DBw4IAIT77ruvwX2r/zkJDAw0uBfLli0TAAj//ve/BUEQhNLSUkGpVArDhw83qDMtLU0AIGzYsEHcV3/P//GPf4j7qqurBQ8PD+Gxxx5r1LURSaWsrEwAICz+Kkp482SMVbfFX0UJAISysrKWvsxWhcNYdNfWrFmD7OzsBlv//v0N4j7++GPo9Xo8+eSTuHr1qrh5eHigZ8+eOHDggBjbvn178d+VlZW4evUqQkNDIQgCjh071ui2PfHEE3BxcRG/Dg4OBgA8/fTTBvNSgoODUVNTg4sXLxptw6+//oqrV6/iwQcfxI0bN3D69GmDehwcHDBt2jTxa6VSiWnTpqG0tBRHjhxpdHvr7dmzB/b29pg5c6bB/hdffBGCIODTTz812B8REYE+ffrcsdz6YaV77rmnUe1wdHSEnV3dfxO1tbX4+eef0aFDB/j5+eHo0aMN4idMmGBw335v6tSpBpmZ559/Hg4ODtizZw8AYN++faipqcHs2bPFOgFgypQpUKvVyMzMNCivQ4cOePrpp8WvlUolBg8ejB9++KFR10ZEbQeHseiuDR48GIMGDWqwv1OnTgbDW99//z0EQUDPnj2NlvP7P4TFxcVYuHAhPvnkkwbzOsrKyhrdtj/96U8GX9d3fLy8vIzu/31dJ0+eRHJyMvbv328w98RYG7p27QpnZ2eDfb169QJQNzdnyJAhjW4zAPz444/o2rVrg05J7969xeO/5+vr26hy1Wo1gLrOW2Po9XqsXr0a7777Ls6fP28wX6lLly4N4s2144/f9w4dOsDT0xNFRUUAfrsmPz8/gzilUon77ruvwTV37969wZyjTp06oaCg4M4XRtQMagGrz7GpvXMIGcHODjUbvV4PhUKBTz/91Oh8kQ4dOgCoyyA8/PDDuHbtGubMmQN/f384Ozvj4sWL+Otf/wq9Xt/oOk3NSzG1X/jf5N/r168jIiICarUar776Knr06AGVSoWjR49izpw5FrWhOZjKpvyRv78/AODbb79t1MML33jjDSxYsACTJk3CkiVL0LlzZ9jZ2WH27NlG70Fj22ENd/oeEhHVY2eHmk2PHj0gCAJ8fX3FrIcx3377Lc6cOYNNmzZh/Pjx4v7s7OwGscZWE1lDbm4ufv75Z3z88ccIDw8X958/f95o/KVLl1BZWWmQ3Tlz5gwAmJwsbI63tzf27duHX3/91SC7Uz985u3tbXGZABAWFoZOnTrhn//8J+bPn3/HScofffQRIiMjsX79eoP9169fh6urq0V1f//994iMjBS/rqiowOXLlzFixAgAv11TYWEh7rvvPjGupqYG58+fR1RUlEX1EbU0Lj23Hbxr1GzGjBkDe3t7LF68uMGnb0EQ8PPPPwP47RP772MEQcDq1asblFnfufjj0uS7ZawNNTU1ePfdd43G3759G++//75B7Pvvv497770XgYGBFtc/YsQI1NbWIi0tzWD/ypUroVAomrzayMnJCXPmzMGpU6cwZ84co1mQLVu24NChQwDq7sMfY3bs2GEwt6mx1q5da7BC77333sPt27fFa4mKioJSqcTf//53gzrXr1+PsrIyxMbGWlwnERHAzA41ox49euC1117DvHnzUFRUhLi4ONxzzz04f/48/vWvf2Hq1Kl46aWX4O/vjx49euCll17CxYsXoVarsXPnTqPPZKnvSMycORPR0dGwt7fH2LFj77qtoaGh6NSpEyZMmICZM2dCoVBg8+bNJodIunbtijfffBNFRUXo1asX0tPTcfz4caxdu9ZgLlJj/fnPf0ZkZCReeeUVFBUVISAgAHv37sW///1vzJ49Gz169GjytSUlJeHkyZNYsWIFDhw4gMcffxweHh7Q6XTIyMjAoUOHkJeXBwB49NFH8eqrr2LixIkIDQ3Ft99+i61btxpkXhqrpqYGw4YNw5NPPonCwkK8++67CAsLw8iRIwHULcWfN28eFi9ejJiYGIwcOVKMCwoKMpiMTNQa1Ap2qLVyJsba5bUV7OxQs5o7dy569eqFlStXYvHixQDqJgsPHz5c/KPXrl077Nq1CzNnzkRqaipUKhVGjx6N6dOnIyAgwKC8MWPGYMaMGdi+fTu2bNkCQRCs0tnp0qULdu/ejRdffBHJycno1KkTnn76aQwbNgzR0dEN4jt16oRNmzZhxowZ+L//+z+4u7sjLS0NU6ZMaVL9dnZ2+OSTT7Bw4UKkp6fjgw8+gI+PD5YvX44XX3zxrq7Nzs4O//jHPzBq1CisXbsWb731FsrLy3HvvfciPDwcy5YtQ0hICABg/vz5qKysxLZt25Ceno6BAwciMzMTc+fOtbjetLQ0bN26FQsXLsStW7cwbtw4/P3vfzcYily0aBHuvfdepKWlISEhAZ07d8bUqVPxxhtvNKnTSNSSBCigt/IEZYEPFWwShcDZfER3ZejQobh69SpOnDjR0k0hIhtQXl4OFxcXzM1/BI4drNtJr664haUhn6KsrExcXUl3xswOERGRBDiMZTt414iIiEjWmNkhIiKSgF5QQC9Yd46NtctrK9jZIbpL9W8pJyIi28TODhERkQRqYYdaK88WsXZ5bQXvGhEREckaMztEREQS4Jwd28HODhERkQT0sIPeygMo1i6vreBdIyIiIlljZoeIiEgCtYICtVYedrJ2eW0FMztEREQka+zsEBERSaB+grK1t6ZYs2YNfHx8oFKpEBwcjEOHDpmN37FjB/z9/aFSqdCvXz/s2bOnQcypU6cwcuRIuLi4wNnZGUFBQSguLjaIyc/Px0MPPQRnZ2eo1WqEh4fj5s2b4nEfHx8oFAqDbenSpQZlFBQU4MEHH4RKpYKXlxeWLVtm8fWzs0NERCRj6enpSExMREpKCo4ePYqAgABER0ejtLTUaHxeXh7GjRuHyZMn49ixY4iLi0NcXJzBy47PnTuHsLAw+Pv7Izc3FwUFBViwYAFUKpUYk5+fj5iYGAwfPhyHDh3C119/jenTp8POzrDr8eqrr+Ly5cviNmPGDPFYeXk5hg8fDm9vbxw5cgTLly/HokWLsHbtWovuAd96TkREZEX1bz2f+vkTUFr5rec1FbewNmKHRW89Dw4ORlBQENLS0gAAer0eXl5emDFjBubOndsgPj4+HpWVldi9e7e4b8iQIdBoNNBqtQCAsWPHol27dti8ebPJeocMGYKHH34YS5YsMRnj4+OD2bNnY/bs2UaPv/fee3jllVeg0+mgVCoBAHPnzkVGRgZOnz59x2uvx8wOERFRK1NeXm6wVVdXG42rqanBkSNHEBUVJe6zs7NDVFQU8vPzjZ6Tn59vEA8A0dHRYrxer0dmZiZ69eqF6OhouLm5ITg4GBkZGWJ8aWkpvvrqK7i5uSE0NBTu7u6IiIjAwYMHG9S3dOlSdOnSBQMGDMDy5ctx+/Ztg7aEh4eLHZ36thQWFuKXX365842qv+ZGRxIREVGj1UIhyQYAXl5ecHFxEbfU1FSjbbh69Spqa2vh7u5usN/d3R06nc7oOTqdzmx8aWkpKioqsHTpUsTExGDv3r0YPXo0xowZg88//xwA8MMPPwAAFi1ahClTpiArKwsDBw7EsGHD8P3334vlzpw5E9u3b8eBAwcwbdo0vPHGG3j55Zfv2Jb6Y43FpedEREQS0AvWf+Kx/n8TTy5cuGAwjOXo6GjVesy2Qa8HAIwaNQoJCQkAAI1Gg7y8PGi1WkRERIgx06ZNw8SJEwEAAwYMQE5ODjZs2CB2zhITE8Vy+/fvD6VSiWnTpiE1NdWq18TMDhERUSujVqsNNlMdA1dXV9jb26OkpMRgf0lJCTw8PIye4+HhYTbe1dUVDg4O6NOnj0FM7969xdVYnp6eAGA2xpjg4GDcvn0bRUVFZttSf6yx2NkhIiKSgF6wk2SzhFKpRGBgIHJycn5rl16PnJwchISEGD0nJCTEIB4AsrOzxXilUomgoCAUFhYaxJw5cwbe3t4A6iYed+3a1WyMMcePH4ednR3c3NzEtnzxxRe4deuWQVv8/PzQqVOnO12+qEWGsapuVOPaZeMTi8wtDjO7bszEwaaWZ3aRmrXLlKCN5ttv3fKa8n1papnN+n0xc2JTy+vsXotuvjcbHjB/Ey3cDxw76AzASPrcRD3OLgJ69a+wuJ5mP9akxaM21H6zx8xpQplN+pm60zFzJKjPcRgUdh2a2B6ql5iYiAkTJmDQoEEYPHgwVq1ahcrKSnF4afz48ejWrZs4tDRr1ixERERgxYoViI2Nxfbt23H48GGD5d5JSUmIj49HeHg4IiMjkZWVhV27diE3NxcAoFAokJSUhJSUFAQEBECj0WDTpk04ffo0PvroIwB1k4+/+uorREZG4p577kF+fj4SEhLw9NNPix2Zp556CosXL8bkyZMxZ84cnDhxAqtXr8bKlSstugct0tk5cfA05sW81hJVE7WoUdN88LeUf0tez/xHBqL2dm2j4wMivLDsn7vvHEjUjBSu2UAr7uzooYDe2IeOuyzTUvHx8bhy5QoWLlwInU4HjUaDrKwscaJvcXGxwbNvQkNDsW3bNiQnJ2P+/Pno2bMnMjIy0LdvXzFm9OjR0Gq1SE1NxcyZM+Hn54edO3ciLCxMjJk9ezaqqqqQkJCAa9euISAgANnZ2ejRoweAunlG27dvx6JFi1BdXQ1fX18kJCQYzONxcXHB3r178cILLyAwMBCurq5YuHAhpk6datE9aJHn7Bze+w07O9QmNVdnZ8Sf2Nmh1k/hmg2Fg+khD1tV/5ydZw6Mg7KD8s4nWKCmogabI/9p0XN2iKuxiIiIJMEXgdoOTlAmIiIiWWNmh4iISAJNWT3VmDLJcrxrREREJGvM7BBRE5d0E0mtdf9c6qGw/hOUrby6q61okc6Ogt8rIklZ/jvGX0oiaxMkWHou8He1STiMRURERLLGYSwiIiIJ6AUJhrG49LxJmNkhIiIiWWNmh4iISAJcem472NkhUa9AT/QZ7Gj0mNkJryaOGd8tQGGmMJOHTJ5ivLwjB6rwQ4HOZD0tpfBYDba9+2iD/XWLoUzcMUEwfszMQhV97QWL2nW5qAL/WPVnE/U3oW130KT3ud7xHMvbaLb9TWijufK6eNTg8cmfmi60FTl/phd2b+ljPugOPxuN+dkZv8QenT0tbx/RH7XQaiyOOdqiwEgl/poo/XubmsPNijj8UNDSrWjo9KFLOH2opVvRUGnxL9i67JeWboas9QjwwOOTW7oV1lFyyRW7152XvJ7HX27dnR3O2bEdzIcRERGRrHEYi4iISAJ6CZ6zw4cKNg07O0RERBLgMJbt4DAWERERyRozOySS1+uRZHUxJAPy+v2ixmBmx3Yws0PyxBV/RK2ewB4iWUnLZHb4h4iIiGSOmR3bwcwOERFZhJ9XqbXhnB0iIiIJMLNjO5jZISIiIlljZoeIiEgCAqz/EEBO2W4adnZIdHDXDfx0bpTxg3f4DTO3aqJJL31sVJ2mj50/ed38yUTN7KczP2PGn2OMHjP9YlEThZn54Z+x9CL8+5+wsHUkBQ5j2Q52dkj005kr+OnMlZZuBpEs1VTdwpkjlyWv5+aN9pLX0Vy48pyspYXeet4StRIRkVWwF9IozOzYDk5QJiIii/ADK7U2HMYiIiKSADM7toOZHSIiIpI1ZnaIiGSE02lsBzM7toOZHSIiWeEfQ6I/aqHVWPxlJCIieRMEBQQrZ2KsXV5bwWEsIiKySeYeVtoa6KGw+hOUrV1eW8FhLCIislDr7oRQ28PMDhERWYQzERqHE5RtBzs7REQyUlPlgJs3nBvsrxsRMvaHUoCTc6XUzSJqUezsEBHJSMpfKgHc3+h4hUKBrIvHJWtPW8YJyraDc3aIiIhI1rj0nIiISAKcs2M7mNkhIiLb1MqXnpPt4JwdIiIiCXDOju1gZoeIiEgCwv+Gsay5NbWzs2bNGvj4+EClUiE4OBiHDh0yG79jxw74+/tDpVKhX79+2LNnT4OYU6dOYeTIkXBxcYGzszOCgoJQXFxsEJOfn4+HHnoIzs7OUKvVCA8Px82bNwEARUVFmDx5Mnx9fdG+fXv06NEDKSkpqKmpEc8vKiqCQqFosP33v/+16PrZ2SEiasOa9JRizrtsVdLT05GYmIiUlBQcPXoUAQEBiI6ORmlpqdH4vLw8jBs3DpMnT8axY8cQFxeHuLg4nDhxQow5d+4cwsLC4O/vj9zcXBQUFGDBggVQqVRiTH5+PmJiYjB8+HAcOnQIX3/9NaZPnw47u7qux+nTp6HX6/H+++/j5MmTWLlyJbRaLebPn9+gTfv27cPly5fFLTAw0KJ7oBBa4Hnc3+SexEsPLWruaomIyIjPLn1jUfzX/wlBcvwNiVrzm3Un3oZ3Hy/J67G28vJyuLi4YMBHibB3crRq2bU3qnHs8bdRVlYGtVrdqHOCg4MRFBSEtLQ0AIBer4eXlxdmzJiBuXPnNoiPj49HZWUldu/eLe4bMmQINBoNtFotAGDs2LFo164dNm/ebLLeIUOG4OGHH8aSJUsafX3Lly/He++9hx9++AFAXWbH19cXx44dg0ajaXQ5f9QymR1+KCAiImqy8vJyg626utpoXE1NDY4cOYKoqChxn52dHaKiopCfn2/0nPz8fIN4AIiOjhbj9Xo9MjMz0atXL0RHR8PNzQ3BwcHIyMgQ40tLS/HVV1/Bzc0NoaGhcHd3R0REBA4ePGj2usrKytC5c+cG+0eOHAk3NzeEhYXhk08+MVuGMRzGIiIikkD9i0CtvQGAl5cXXFxcxC01NdVoG65evYra2lq4u7sb7Hd3d4dOpzN6jk6nMxtfWlqKiooKLF26FDExMdi7dy9Gjx6NMWPG4PPPPwcAMTOzaNEiTJkyBVlZWRg4cCCGDRuG77//3mi9Z8+exTvvvINp06aJ+zp06IAVK1Zgx44dyMzMRFhYGOLi4izu8HA1FhER2SSuPDftwoULBsNYjo7WHS4zR6/XAwBGjRqFhIQEAIBGo0FeXh60Wi0iIiLEmGnTpmHixIkAgAEDBiAnJwcbNmxo0Dm7ePEiYmJi8MQTT2DKlCnifldXVyQmJopfBwUF4dKlS1i+fDlGjhzZ6DYzs0NERCSB+qXn1t4AQK1WG2ymOjuurq6wt7dHSUmJwf6SkhJ4eHgYPcfDw8NsvKurKxwcHNCnTx+DmN69e4ursTw9PQHAbEy9S5cuITIyEqGhoVi7dq3J+1kvODgYZ8+evWPc7zGzQ3fFtZsLVE7tjB80sWLD3EIO40/XFsw/ddvEIUvL+unMz7hVc9t0PUQydejzITD2iyQIMPoL+/23nQFIP0GZ7p5SqURgYCBycnIQFxcHoC4zk5OTg+nTpxs9JyQkBDk5OZg9e7a4Lzs7GyEhIWKZQUFBKCwsNDjvzJkz8Pb2BgD4+Piga9euRmMeeeQR8euLFy8iMjISgYGB+OCDD8SVWuYcP35c7Ew1Fjs7dFde/HsVBoZ80dLNsIrJQ6Pw05krLd0Moma3YNxNC8/gW9IbQy8ooLCB10UkJiZiwoQJGDRoEAYPHoxVq1ahsrJSHF4aP348unXrJg4tzZo1CxEREVixYgViY2Oxfft2HD582CDrkpSUhPj4eISHhyMyMhJZWVnYtWsXcnNzAdR92ExKSkJKSgoCAgKg0WiwadMmnD59Gh999BGAuo7O0KFD4e3tjbfeegtXrvz2/299FmnTpk1QKpUYMGAAAODjjz/Ghg0bsG7dOovuATs7REREEhAE6887akp58fHxuHLlChYuXAidTgeNRoOsrCxxEnJxcbFBRiU0NBTbtm1DcnIy5s+fj549eyIjIwN9+/YVY0aPHg2tVovU1FTMnDkTfn5+2LlzJ8LCwsSY2bNno6qqCgkJCbh27RoCAgKQnZ2NHj16AKjLFp09exZnz55F9+7d/3Cdv13okiVL8OOPP8LBwQH+/v5IT0/H448/btE9aJHn7BR88R1eHJrS3NWSBFJ3OmJgiPkncbYWzOwQ2Zb/+/Zt+DzQep+z80B6kiTP2TkZv9yi5+wQMztERESS4LuxbAdXYxEREZGsMbNDREQ2qQVmWVgVMzu2g5kduiut/P8iIiJqA5jZobskn08ZfJEzEVmTrSw9pxbK7Jh9QBwRERGRFTGzQ0REJAFbec4OsbNDREQkibrOjrUnKFu1uDaDE5SJiIhI1pjZobty+IA7Si8+3GC/uU8fI57MlrBFRCQbrTyNwaXntoOdHborH6/50eJzRjwpQUOsgBPniYjkiZ0dIiIiCQj/26xdJlmuhZaet0StRERE1BYxs0NERCQBztmxHVyNRURERLLGzA6RiKPhRGRFnLRjM9jZIfofrsYisi2tfOU5IMEwFjiM1SQcxiIiIiJZa5nMDj9BExGRzPHdWLaDmR0iIiKSNc7ZISIikgCXntsOZnaIiIhI1pjZobvy2HQf+PauMH7Q6AcQ2x1wfnbhr7hR0cn4QRMfpkxPPxOMHvvmy47Yvb6oCa0jolZHUFh/9RQzO03Czg7dlYHhJRgU9t+WboZVDI6Q/jpuVjZ8QzwREUmLnR0iIrJJQitfesTVWLajRTo7fHgbERHJHp+gbDM4QZmIiIhkjcNYREREEuDSc9vBzA7dFY4fW4o3jIiouTGzQ3eJnzIswttF1Lbw841NYGaHiIiIZI2ZHSIiskmtf+k55+zYihbJ7HDlORERETUXZnaIiIikwOfs2AzO2SEiIiJZY2aHRA//xQfjZnxj5Ijxl1oCQOcuhRbX89cQf+j1xqoxXom5YXtTx8bNKkHsM9csbpslfvnZFX97uLfRY3VzDRpeT/WNXyVtExHZEgWsvwST80Cagp0dEnVwAbr9qUjyenTFSskn2d2osJe0fADQ6+1xTVcueT1E1EpxGMtmcBiLiIiIZK1lMjtcjkVERHfS2rMYzOzYDGZ2iIiISNY4Z4eIiEgKgsLkwou7KpMsxswOiVr5w0oNyelaiIju0po1a+Dj4wOVSoXg4GAcOnTIbPyOHTvg7+8PlUqFfv36Yc+ePQ1iTp06hZEjR8LFxQXOzs4ICgpCcXGxQUx+fj4eeughODs7Q61WIzw8HDdv3hSPX7t2DX/5y1+gVqvRsWNHTJ48GRUVFQZlFBQU4MEHH4RKpYKXlxeWLVtm8fWzs0PNjlO2iKgtEARpNkulp6cjMTERKSkpOHr0KAICAhAdHY3S0lKj8Xl5eRg3bhwmT56MY8eOIS4uDnFxcThx4oQYc+7cOYSFhcHf3x+5ubkoKCjAggULoFKpxJj8/HzExMRg+PDhOHToEL7++mtMnz4ddna/dT3+8pe/4OTJk8jOzsbu3bvxxRdfYOrUqeLx8vJyDB8+HN7e3jhy5AiWL1+ORYsWYe3atRbdA4XQAi8f+e6/ZzAr9JXmrpbuIO55Hzy/4N+S1/NI9/7Q66Xt8TybfAlP/O2KpHX8fMUdTwV4SFoHUVv23pFluH+Ab0s3w2Ll5eVwcXFB97TFsGuvuvMJFtDfrMJP01NQVlYGtVrdqHOCg4MRFBSEtLS0ujL0enh5eWHGjBmYO3dug/j4+HhUVlZi9+7d4r4hQ4ZAo9FAq9UCAMaOHYt27dph8+bNJusdMmQIHn74YSxZssTo8VOnTqFPnz74+uuvMWjQIABAVlYWRowYgZ9++gldu3bFe++9h1deeQU6nQ5KpRIAMHfuXGRkZOD06dONun6AmR0iIiJpCBJtFqipqcGRI0cQFRUl7rOzs0NUVBTy8/ONnpOfn28QDwDR0dFivF6vR2ZmJnr16oXo6Gi4ubkhODgYGRkZYnxpaSm++uoruLm5ITQ0FO7u7oiIiMDBgwcN6unYsaPY0QGAqKgo2NnZ4auvvhJjwsPDxY5OfVsKCwvxyy+/NPo+tNCLQDmOQURE5rX2t56LE5StvaEue/T7rbq62mgTrl69itraWri7uxvsd3d3h06nM3qOTqczG19aWoqKigosXboUMTEx2Lt3L0aPHo0xY8bg888/BwD88MMPAIBFixZhypQpyMrKwsCBAzFs2DB8//33Yj1ubm4G9Tg4OKBz585iXabaUn+ssZjZISIiamW8vLzg4uIibqmpqc1Wt/5/7/sZNWoUEhISoNFoMHfuXDz66KPiMFd9zLRp0zBx4kQMGDAAK1euhJ+fHzZs2NBsba3HpeckqroBXLvq1mB/3Ycr49m4e+75BUpVjbQNa4Jfr9tDd6FdwwNmlm12dr8FpWPjP0na291G1x5d7hxoNpMpQHGHd91c01XgZkVVo9tlyzzv64L2zib+2zFxn8zdPmPHKspqoDsv7XvR5KbPkG6wszNxo03ttvD7crmoAlcuXLe4ba2ZQqjbrF0mAFy4cMFgzo6jo6PReFdXV9jb26OkpMRgf0lJCTw8jM859PDwMBvv6uoKBwcH9OnTxyCmd+/e4jCVp6cnABiNqV+x5eHh0WCS9O3bt3Ht2jWxLlNtqT/WWOzskChrUxGyNnladM6r/+yB4Ig8yypqhlHM9DR3pKe53znwd97NLkSPBxrfqejY5Wd88J/9ljbNYktnj8KBD4skr6c5JL5dhv6Dj0haR15OGBY/I2kVsvPmP/dB6Sjth5YNb41E+tvXJa2jLVGr1Y2aoKxUKhEYGIicnBzExcUBqMu65OTkYPr06UbPCQkJQU5ODmbPni3uy87ORkhIiFhmUFAQCgsNXwR95swZeHt7AwB8fHzQtWtXozGPPPKIWM/169dx5MgRBAYGAgD2798PvV6P4OBgMeaVV17BrVu30K5dO7Etfn5+6NSp0x2vvx47O0RERFKwkddFJCYmYsKECRg0aBAGDx6MVatWobKyEhMnTgQAjB8/Ht26dROHwmbNmoWIiAisWLECsbGx2L59Ow4fPmyw3DspKQnx8fEIDw9HZGQksrKysGvXLuTm5gKom5ublJSElJQUBAQEQKPRYNOmTTh9+jQ++ugjAHVZnpiYGEyZMgVarRa3bt3C9OnTMXbsWHTt2hUA8NRTT2Hx4sWYPHky5syZgxMnTmD16tVYuXKlRfeAnR0iIiIZi4+Px5UrV7Bw4ULodDpoNBpkZWWJE32Li4sNnn0TGhqKbdu2ITk5GfPnz0fPnj2RkZGBvn37ijGjR4+GVqtFamoqZs6cCT8/P+zcuRNhYWFizOzZs1FVVYWEhARcu3YNAQEByM7ORo8ePcSYrVu3Yvr06Rg2bBjs7Ozw2GOP4e9//7t43MXFBXv37sULL7yAwMBAuLq6YuHChQbP4mmMFunscDEWERHJng29LmL69Okmh63qszG/98QTT+CJJ54wW+akSZMwadIkszFz5841+iyfep07d8a2bdvMltG/f3/85z//MRtzJ1yNRURERLLGYSwiIrJJrf85O7CJOTvEzg7dpdb+f5EBOV0LkSX4sy8NdnZsBoexqNlxzlbbJTTDcwf489UU/L6QvDGzQ0REJAVmdmwGMztEREQkay209Jz5TCIikjkbWnre1jGzQ0RERLLGOTt0V0585YqqG0MbHjAzrhz+5x8g6E0ctNJLB+v2m2iEifgOHWtNV9KC+ofegGN7XyNHBJNZ0n3//Am3qm9J27Am2PWBC378PgZAI1bymTkumPl0W3RaCeBXyxvXhn247mHY2zfcb+p7dG/XG3g4zrL3wvUP0cH+5T8ZPWbqd7iz222L6rA1Ur4IlCyjEFrgQQaFX5/F9OB5zV0t2YjdRd+hndL2/hDLyZP9/x/Krla0dDNIpvr+v+5YsSNT8noUXXZC0a6f5PVYW3l5OVxcXPCnZa/Brr3KqmXrb1ah+OVklJWVNepFoFSHmR0iIiIpcDWWzeCcHSIiIpK1lunscDUWERERNRMOYxEREUlAAQkmKFu3uDaDw1hERGQZzhuhVoaZHWp25pYNk5VwqJio5fGhgjaDmR0iIrJRTCGRdTCzQ0REJAUuPbcZzOwQERGRrLXQi0BbolYiIqJmxMyOzeAwFhERkQT4bizbwc4O3ZVH/uoD3z7VRo4IJjN49vbfWlTHT0W++HhdgEXnhAzXISj8vxadIy/8H5Gk0wKvVCS6K+zs0F0ZPOxnhA47KGkd10o7I3PDeYvOubebF4LCJWpQK2DqbehE1Iw4jGUzOEGZiIhsEzNIZCXM7BAREUmBmR2b0SKZHabYiYiIqLkws0NERCQBrsayHZyzQ3enWX7xLK+EQ/1E0uHvF7U2zOyQzeOop+U4VExkA/giUJvBzg4REZEUOEHZZnAYi4iIiGSNmR0iIiIJcIKy7eDScyIiIpI1ZnaIiIikwDk7NoOdHbor2gUO2Lx8uMnjjVmiWvdSQdPZvqobtwBcs7xxbdjfM89Br7c3G/P7BOsPp7ti0TNVEreqbXPt5oL3sk29BNf4i3OzPw7B+69ckrRdTXHqq0sYeX+Q8YMmfufHvuiOp/62W7pGEZnBzg7dlZIff2npJpARbl0t+wNZWeEMwFGaxhAAwM7eDuqOlv2+qJxqJWrN3REEAdU3aiw6R1/bBqcvSDBnh5mdpuFqLCIiIpI1ZnaIiIikwDk7NoOdHSIiIimws2MzWmYYqw0O3RIRkaX4l52sg5kdkiW+qNBSvGFSE5r0Q8nvS2vGhwraDk5QJpli+tASfM6njeL3hcgq2NkhIiLJNS2zRdayZs0a+Pj4QKVSITg4GIcOHTIbv2PHDvj7+0OlUqFfv37Ys2dPg5hTp05h5MiRcHFxgbOzM4KCglBcXCweHzp0KBQKhcH23HPPicc3btzY4Hj9VlpaCgDIzc01elyn01l0/ezsEBERyVh6ejoSExORkpKCo0ePIiAgANHR0WKH4o/y8vIwbtw4TJ48GceOHUNcXBzi4uJw4sQJMebcuXMICwuDv78/cnNzUVBQgAULFkClUhmUNWXKFFy+fFncli1bJh6Lj483OHb58mVER0cjIiICbm5uBuUUFhYaxP3x+J1wzg4REZEUbGQ11ttvv40pU6Zg4sSJAACtVovMzExs2LABc+fObRC/evVqxMTEICkpCQCwZMkSZGdnIy0tDVqtFgDwyiuvYMSIEQadlx49ejQoy8nJCR4eHkbb1b59e7Rv3178+sqVK9i/fz/Wr1/fINbNzQ0dO3Zs/EX/AV8ESkRE1MqUl5cbbNXV1UbjampqcOTIEURFRYn77OzsEBUVhfz8fKPn5OfnG8QDQHR0tBiv1+uRmZmJXr16ITo6Gm5ubggODkZGRkaDsrZu3QpXV1f07dsX8+bNw40bN0xe0z/+8Q84OTnh8ccfb3BMo9HA09MTDz/8ML788kuTZZjCzA7JUvm1WpT/0rnBfnPTBpzvKYNDu8Y/nl+vB8p+udfk8bq6jHfszR2DuWMwfw1NrfPaVRcAxv+zJOPcfTpD6Wj8/WPGPtB1crf8dRz3uFTD5wF3I0cEkx8aS4rLcaP8psV1Se3MsZs4c6Jvg/3mfp69B9nBSSlhoyQm5WosLy8vg/0pKSlYtGhRg/irV6+itrYW7u6GP0fu7u44ffq00Tp0Op3R+Pp5MqWlpaioqMDSpUvx2muv4c0330RWVhbGjBmDAwcOICIiAgDw1FNPwdvbG127dkVBQQHmzJmDwsJCfPzxx0brXb9+PZ566imDbI+npye0Wi0GDRqE6upqrFu3DkOHDsVXX32FgQMHmr5Rf8DODslSxnsXkfGe150Df2d1Vnf49y9odPyNCheM7dfV0qbZKHZ0LLXkHxfgff9ZSet4MPoLPBht2TmvvTAK//lXkSTtuRuHPruKQ5+ZfzntH63+0hF9QiRqUHORaF72hQsXoFarxa8dHZvv3XZ6vR4AMGrUKCQkJACoy7zk5eVBq9WKnZ2pU6eK5/Tr1w+enp4YNmwYzp0712DIKz8/H6dOncLmzZsN9vv5+cHPz0/8OjQ0FOfOncPKlSsbxJrDCcpEREStjFqtNthMdXZcXV1hb2+PkpISg/0lJSUm59J4eHiYjXd1dYWDgwP69OljENO7d2+D1Vh/FBwcDAA4e7bhh4R169ZBo9EgMDDQ5Pn1Bg8ebLQMc9jZISIikoIg0WYBpVKJwMBA5OTkiPv0ej1ycnIQEmI8bRYSEmIQDwDZ2dlivFKpRFBQEAoLCw1izpw5A29vb5NtOX78OIC6oanfq6iowIcffojJkyc36pqOHz/eoIw74TAWERGRjCUmJmLChAkYNGgQBg8ejFWrVqGyslJcnTV+/Hh069YNqampAIBZs2YhIiICK1asQGxsLLZv347Dhw9j7dq1YplJSUmIj49HeHg4IiMjkZWVhV27diE3NxdA3dL0bdu2YcSIEejSpQsKCgqQkJCA8PBw9O/f36B96enpuH37Np5++ukGbV+1ahV8fX3xwAMPoKqqCuvWrcP+/fuxd+9ei+4BOztEREQSsJXXRcTHx+PKlStYuHAhdDodNBoNsrKyxEnIxcXFsLP7baAnNDQU27ZtQ3JyMubPn4+ePXsiIyMDffv+NsF89OjR0Gq1SE1NxcyZM+Hn54edO3ciLCwMQF32Z9++fWLHysvLC4899hiSk5MbtG/9+vUYM2aM0aXlNTU1ePHFF3Hx4kU4OTmhf//+2LdvHyIjIy26BwqhBR5r+UPBj5imeam5qyUya3WWYNEE5YpyFzzm7yNdg8imrf2iUvIJyk1hqxOUm2L1l6+hT4jfnQNtTHl5OVxcXNDz5Tdg76i68wkWqK2uwvfL5qOsrMxggjKZx8wO0f9Y3u3n4+/bMkHg88Kk1urfMGEjDxUkTlAm+h3+8SIL2OiPC5/ZStQQMztETcQ/KkRkjq3M2SFmdoiIiEjmmNkhIiKSAufs2IwW6eww/U9ERLLHzo7NYGaH6H++ye+On0tMLeVUNFgZcuNXOwC/SN2sJhkywhsqJ9OfKsx+4DBz7Pfn7U8vsrhdzaGzpxpBUV1MHBWMXvzpw5X48btSi+r5zx4/fOfu27AGE3+MHNvfRtSo/RbVQUTWwc4O0f988OpPLd0Eq3lhyWG4eV6StI6e/Ufg/VcuSlpHU/j06YjENzMsOmftG6Pw43eW1bNl6QWL4rt0dUHUKMvqaAo5Zc5b4DFwVsUJyraDE5SJiIhI1pjZISIikgLn7NgMZnaIiIhI1pjZISIikgIzOzajZTI7cppBR0TUCK19si1Ra8bMDpEcNcvfVdv8492UToWsPn/J6VpaOa7Gsh3s7BDJUjP8xbPZP6o22zCyVGvPhnEYy2ZwgjIRERHJGjM7REREEuAwlu1gZoeIiIhkrYVeBMoxdSIikjnO2bEZsh7GinjMBx7exn8yTPW3tq/4UcIWEVku4nEfPDC42sgRweTP8b8334+qylojpwgwNoFXMLHf3DHP+1SYtdJIHWZk/J9g8Qs3LWark1qbqVmjJhYhNLqT8YMmfl7enlmJ6hs10jWKqIXJurMzPL4Eg8L+a9E521cESNQaoqbR/L+bGBG/16JznhkyFKXF0r6RPe55Hzy5wLJ25WX92eIXbjYLGSWbHxjwDTDAsnPSkkLY2ZECMzs2g3N2iIjIJtlqko5aH1lndoiIiFqKAtZPGsooCdms2NkhIiKSAoexbAaHsYiIiEjWWmjpefPUw/FeIhvTDL+TTfu9l75hfBFo28OHCtoOmWd2OLpJZEts9RFbzfPsLxu9eMB2vzFEVsI5O0Q2zlYTArbaLiKbwTk7NkPmmR2itql5PqgzG0DS4tAfWQszO0RERFJhf80mMLNDREREstYymR1OhiMiIpnjaizbIe9hrCaM9762vb2Jzpiply6afhkjIBgta88WDxzMKLKoXbNXu8HT67qJOhruLf/FGa9PMhZP1HJmvHEYVQucjB4z9Xs0NVwNfa2+0XV8918dJj74kNFjpv5LKP+5pNHlN9X10l/xzJChRo+Zmpti8r+wO764tfH7AeDXa+Umj9Fd4ARlmyHvzk4TBIVb9uLQpjj6+SiLz/EPKIZvr8JGx/9c6gHA3eJ6iKTk5nnZ4nMUioEWxddU3cKlcz9bXI/UBEGQ/OWsRGQcOztENo4LUohaJw5j2Q5OUCayeZzjRm0Tl56TtTCzQ0RNwz9EROZxzo7NYGaHSI644pGISNRCLwJtnv+I5fTB0/JrkdHFExG1QpyzYztkntmx0U+3TWqWhSfZ6KUTERE1N87ZISIikgLn7NgMmWd2iIio1Wrtf9gFibYmWLNmDXx8fKBSqRAcHIxDhw6Zjd+xYwf8/f2hUqnQr18/7Nmzp0HMqVOnMHLkSLi4uMDZ2RlBQUEoLi4Wjw8dOhQKhcJge+655wzK+ONxhUKB7du3G8Tk5uZi4MCBcHR0xP3334+NGzdafP3s7BDZODnNPSOi5peeno7ExESkpKTg6NGjCAgIQHR0NEpLS43G5+XlYdy4cZg8eTKOHTuGuLg4xMXF4cSJE2LMuXPnEBYWBn9/f+Tm5qKgoAALFiyASqUyKGvKlCm4fPmyuC1btqxBfR988IFBTFxcnHjs/PnziI2NRWRkJI4fP47Zs2fj2WefxWeffWbRPeAwFhERkQRsZYLy22+/jSlTpmDixIkAAK1Wi8zMTGzYsAFz585tEL969WrExMQgKSkJALBkyRJkZ2cjLS0NWq0WAPDKK69gxIgRBp2XHj16NCjLyckJHh4eZtvXsWNHkzFarRa+vr5YsWIFAKB37944ePAgVq5ciejo6EZcfR12dohkyKlDOzip2xs9ZmoxpLlVksYOKVWW/69b+es9uFWjNFWLxeW1JJd7O6Cd0th/ocbfiaev1ePaZb6DiqyjvNzwZ8nR0RGOjo4N4mpqanDkyBHMmzdP3GdnZ4eoqCjk5+cbLTs/Px+JiYkG+6Kjo5GRkQEA0Ov1yMzMxMsvv4zo6GgcO3YMvr6+mDdvnkFWBgC2bt2KLVu2wMPDA3/+85+xYMECODkZvh/vhRdewLPPPov77rsPzz33HCZOnCj+f5Sfn4+oqKgGbZk9e7bJe2NMCy09b556lky8BXuH4Ab7zT2V0+QxE7v7P+iB1zbusrBllv+R4NJzsoR2796WboJRb86OxFef/mjhWbWStOVuvbH9F9zf+7tGx1//2RXx/bpJ2CKyORJOUPby8jLYnZKSgkWLFjUIv3r1Kmpra+HubviuRHd3d5w+fdpoFTqdzmi8TqcDAJSWlqKiogJLly7Fa6+9hjfffBNZWVkYM2YMDhw4gIiICADAU089BW9vb3Tt2hUFBQWYM2cOCgsL8fHHH4vlvvrqq3jooYfg5OSEvXv34m9/+xsqKiowc+ZMs20pLy/HzZs30b698Q91fyTrzE5N1S0AtySt41aN5T/JzfGcIT5TjohIvi5cuAC1Wi1+bSyrIxW9Xg8AGDVqFBISEgAAGo0GeXl50Gq1Ymdn6tSp4jn9+vWDp6cnhg0bhnPnzolDXgsWLBBjBgwYgMrKSixfvlzs7FgLJygTERFJQCEIkmwAoFarDTZTnR1XV1fY29ujpKTEYH9JSYnJeTIeHh5m411dXeHg4IA+ffoYxPTu3dtgNdYfBQfXjbScPXvWbMxPP/2E6upqs21Rq9WNzuoA7OwQEZGN4otA755SqURgYCBycnLEfXq9Hjk5OQgJCTF6TkhIiEE8AGRnZ4vxSqUSQUFBKCwsNIg5c+YMvL29Tbbl+PHjAABPT0+zMZ06dRI7b3dqS2PJehiLiIioxdjIQwUTExMxYcIEDBo0CIMHD8aqVatQWVkprs4aP348unXrhtTUVADArFmzEBERgRUrViA2Nhbbt2/H4cOHsXbtWrHMpKQkxMfHIzw8HJGRkcjKysKuXbuQm5sLoG5p+rZt2zBixAh06dIFBQUFSEhIQHh4OPr37w8A2LVrF0pKSjBkyBCoVCpkZ2fjjTfewEsvvSTW89xzzyEtLQ0vv/wyJk2ahP379+PDDz9EZmamRfeAnR0iW8cPt0Stkq0sPY+Pj8eVK1ewcOFC6HQ6aDQaZGVliRN/i4uLYWf320BPaGgotm3bhuTkZMyfPx89e/ZERkYG+vbtK8aMHj0aWq0WqampmDlzJvz8/LBz506EhYUBqMv+7Nu3T+xYeXl54bHHHkNycrJYRrt27bBmzRokJCRAEATcf//94jL5er6+vsjMzERCQgJWr16N7t27Y926dRYtOwdk/iLQ5tC0LGsTTuJqrDZMPr8vcsIVktSaTJ8+HdOnTzd6rD4b83tPPPEEnnjiCbNlTpo0CZMmTTJ6zMvLC59//rnZ82NiYhATE2M2Bqh7EvOxY8fuGGcOMzstoGmdPcvOkVF/kmSEP5fUptjIMBZxgjIRERHJHDM7REREErCVOTvEzA4REdkoLj0na2Fmh4iISAqcs2MzZN3ZcffpDGe18ZcOmpsoafKYkQPd7rNvQsss/2k9f8YTt261a1iSABibvPzr9fYAblreNLI5RYWOOPR5wwdoCQJM/rAGBB2Dyqnx3/+qG+1x7L+BRo+Z/HBt6jVyJn4mAeBaSU2j22TzuBqLqNVomc5OMy3J+NvrNRgSeaBZ6rJEUy5/+fM/w7IVWezoyMXudUXYvc6yczb81x3d/lTU6PhrP7th0dO/WlZJk8jprd9cIUnmcc6O7ZB1ZoeIiKjFcBjLZnCCMhEREckaMztEREQS4bCTbWBmh4iIbBJXnpO1MLNDREQkBUGwfo+NPcAmaZHMTnOtSuDPBLVZXBYtOf7/QtR6yDyzY6NrPW20WSQnFi6LlqgV8sal52Qel57bDs7ZISIiIlmTeWaHiIiohfA5OzaDnR0iIiIJKPR1m7XLJMtxGIuIiGwTZ4GTlcg6s8PfE2qrdrzfH/d07N9gv1D39tAG+yvKAKBI6mbJSvq7PdDR9f6GB0zc45pqAbzHbQyHsWxGi3R2FG18WUIbv3xqBp9uLGrpJsjewYyilm4CETWSrDM7RERELYVLz20H5+wQERGRrDGzQ0REJAW+LsJmMLNDREREsibvzA47wERErZbQyrMYnLNjO1roRaBtezlSG798IiKiZiXvzA4REVFL4XN2bAY7O0RERBLgMJbt4ARlIiIikjVmdoiIiKTApec2g5kdIiIikrUWyex0dFNj7uaZJo+bXK1k4oCp1V29BldD4fKYqcJMN9B0Aywvy4jIv9yDXiH2Zqo3XZ7ZlWxmL8mye1d3zHR55g7aUpkmz7N2eXc41pTvzZ2PmS7T0t+VppZ3N2Wav1/N+P2xke9Nc5fZGr43nTw6mi6wFeCcHdvRIp2d9h3aY9hfHmyJqm2Cb0DdRkRERNLjnB0iIiIpcOm5zeCcHSIiIpI1ZnaIiIgkwDk7toOdHSIiIinohbrN2mWSxTiMRURERLLGzA4REZEUOEHZZjCzQ0RERLLGzA4REZEEFJBggrJ1i2szmNkhIiKSuTVr1sDHxwcqlQrBwcE4dOiQ2fgdO3bA398fKpUK/fr1w549exrEnDp1CiNHjoSLiwucnZ0RFBSE4uJi8fjQoUOhUCgMtueee048/s0332DcuHHw8vJC+/bt0bt3b6xevdqgjtzc3AZlKBQK6HQ6i66fmR0iIiIp2MiLQNPT05GYmAitVovg4GCsWrUK0dHRKCwshJubW4P4vLw8jBs3DqmpqXj00Uexbds2xMXF4ejRo+jbty8A4Ny5cwgLC8PkyZOxePFiqNVqnDx5EiqVyqCsKVOm4NVXXxW/dnJyEv995MgRuLm5YcuWLfDy8kJeXh6mTp0Ke3t7TJ8+3aCcwsJCqNVq8Wtj7TZHIQh8hSoREZG1lJeXw8XFBf9v2CI4OKjufIIFbt+uwpc5i1BWVmbwx9+c4OBgBAUFIS0tDQCg1+vh5eWFGTNmYO7cuQ3i4+PjUVlZid27d4v7hgwZAo1GA61WCwAYO3Ys2rVrh82bN5usd+jQodBoNFi1alWjr++FF17AqVOnsH//fgB1mZ3IyEj88ssv6NixY6PL+SMOYxEREUmg/qGC1t4sUVNTgyNHjiAqKkrcZ2dnh6ioKOTn5xs9Jz8/3yAeAKKjo8V4vV6PzMxM9OrVC9HR0XBzc0NwcDAyMjIalLV161a4urqib9++mDdvHm7cuGG2vWVlZejcuXOD/RqNBp6ennj44Yfx5Zdf3umyG2Bnh4iISAqCRBvqske/36qrq4024erVq6itrYW7u7vBfnd3d5PzXnQ6ndn40tJSVFRUYOnSpYiJicHevXsxevRojBkzBp9//rl4zlNPPYUtW7bgwIEDmDdvHjZv3oynn37a5O3Ky8tDeno6pk6dKu7z9PSEVqvFzp07sXPnTnh5eWHo0KE4evSoyXKM4ZwdIiKiVsbLy8vg65SUFCxatKhZ6tbr9QCAUaNGISEhAUBd5iUvLw9arRYREREAYNBp6devHzw9PTFs2DCcO3cOPXr0MCjzxIkTGDVqFFJSUjB8+HBxv5+fH/z8/MSvQ0NDce7cOaxcudLsENofsbNDREQkAYUgQGHlabH15V24cMFgzo6jo6PReFdXV9jb26OkpMRgf0lJCTw8PIye4+HhYTbe1dUVDg4O6NOnj0FM7969cfDgQZNtDw4OBgCcPXvWoLPz3XffYdiwYZg6dSqSk5NNnl9v8ODBZusxhsNYRERErYxarTbYTHV2lEolAgMDkZOTI+7T6/XIyclBSEiI0XNCQkIM4gEgOztbjFcqlQgKCkJhYaFBzJkzZ+Dt7W2yzcePHwdQNzRV7+TJk4iMjMSECRPw+uuvm77gP5Tz+zIag5kdIiIiKej/t1m7TAslJiZiwoQJGDRoEAYPHoxVq1ahsrISEydOBACMHz8e3bp1Q2pqKgBg1qxZiIiIwIoVKxAbG4vt27fj8OHDWLt2rVhmUlIS4uPjER4ejsjISGRlZWHXrl3Izc0FULc0fdu2bRgxYgS6dOmCgoICJCQkIDw8HP379wdQN3T10EMPITo6GomJieKcIHt7e9x7770AgFWrVsHX1xcPPPAAqqqqsG7dOuzfvx979+616B6ws0NERCRj8fHxuHLlChYuXAidTgeNRoOsrCxxEnJxcTHs7H4b6AkNDcW2bduQnJyM+fPno2fPnsjIyBCfsQMAo0ePhlarRWpqKmbOnAk/Pz/s3LkTYWFhAOqyP/v27RM7Vl5eXnjssccMhqk++ugjXLlyBVu2bMGWLVvE/d7e3igqKgJQt5rsxRdfxMWLF+Hk5IT+/ftj3759iIyMtOge8Dk7REREVlT/nJ3wBxdK8pydL/7zqkXP2SHO2SEiIiKZ4zAWERGRFH73XByrlkkWY2eHiIhICjbybiziMBYRERHJHDM7REREEmjKu6waUyZZjpkdIiIikjVmdoiIiKTAOTs2g5kdIiIikjVmdoiIiCSg0Ndt1i6TLMfMDhEREckaMztERERS4Jwdm8HODhERkRT4BGWbwWEsIiIikjVmdoiIiCSgEAQorDzsZO3y2gpmdoiIiEjWmNkhIiKSAico2wxmdoiIiEjWmNkhIiKSggDA2g8BZGKnSZjZISIiIlljZoeIiEgCXI1lO9jZISIikoIACSYoW7e4toLDWERERCRrzOwQERFJgUvPbQYzO0RERCRrzOwQERFJQQ9AIUGZZDFmdoiIiEjWmNkhIiKSAJee2w5mdoiIiEjWmNkhIiKSAldj2Qx2doiIiKTAzo7N4DAWERERyRozO0RERFJgZsdmMLNDREREssbMDhERkRT4UEGbwcwOERERyRozO0RERBLgQwVtBzM7REREJGvM7BAREUmBq7FsBjs7REREUtALgMLKnRM9OztNwWEsIiIikjVmdoiIiKTAYSybwcwOERERyRo7O0RERJIQfsvuWGtD0zI7a9asgY+PD1QqFYKDg3Ho0CGz8Tt27IC/vz9UKhX69euHPXv2NIg5deoURo4cCRcXFzg7OyMoKAjFxcXi8aFDh0KhUBhszz33nEEZxcXFiI2NhZOTE9zc3JCUlITbt28bxOTm5mLgwIFwdHTE/fffj40bN1p8/ezsEBERyVh6ejoSExORkpKCo0ePIiAgANHR0SgtLTUan5eXh3HjxmHy5Mk4duwY4uLiEBcXhxMnTogx586dQ1hYGPz9/ZGbm4uCggIsWLAAKpXKoKwpU6bg8uXL4rZs2TLxWG1tLWJjY1FTU4O8vDxs2rQJGzduxMKFC8WY8+fPIzY2FpGRkTh+/Dhmz56NZ599Fp999plF90AhCBwAJCIispby8nK4uLggyncGHOwcrVr2bX019p1/B2VlZVCr1Y06Jzg4GEFBQUhLSwMA6PV6eHl5YcaMGZg7d26D+Pj4eFRWVmL37t3iviFDhkCj0UCr1QIAxo4di3bt2mHz5s0m6x06dCg0Gg1WrVpl9Pinn36KRx99FJcuXYK7uzsAQKvVYs6cObhy5QqUSiXmzJmDzMxMg47W2LFjcf36dWRlZTXq+gFmdoiIiFqd8vJyg626utpoXE1NDY4cOYKoqChxn52dHaKiopCfn2/0nPz8fIN4AIiOjhbj9Xo9MjMz0atXL0RHR8PNzQ3BwcHIyMhoUNbWrVvh6uqKvn37Yt68ebhx44ZBPf369RM7OvX1lJeX4+TJk41qS2Oxs0NERCQFvSDNBsDLywsuLi7ilpqaarQJV69eRW1trUGHAgDc3d2h0+mMnqPT6czGl5aWoqKiAkuXLkVMTAz27t2L0aNHY8yYMfj888/Fc5566ils2bIFBw4cwLx587B582Y8/fTTd6yn/pi5mPLycty8edP4fTeCS8+JiIikIOjrNmuXCeDChQsGw1iOjtYdLjNHr69rw6hRo5CQkAAA0Gg0yMvLg1arRUREBABg6tSp4jn9+vWDp6cnhg0bhnPnzqFHjx7N1l6AmR0iIqJWR61WG2ymOjuurq6wt7dHSUmJwf6SkhJ4eHgYPcfDw8NsvKurKxwcHNCnTx+DmN69exusxvqj4OBgAMDZs2fN1lN/zFyMWq1G+/btTdb1R+zsEBERScHay86b8JBCpVKJwMBA5OTkiPv0ej1ycnIQEhJi9JyQkBCDeADIzs4W45VKJYKCglBYWGgQc+bMGXh7e5tsy/HjxwEAnp6eYj3ffvutwaqw7OxsqNVqsSN1p7Y0FoexiIiIZCwxMRETJkzAoEGDMHjwYKxatQqVlZWYOHEiAGD8+PHo1q2bOO9n1qxZiIiIwIoVKxAbG4vt27fj8OHDWLt2rVhmUlIS4uPjER4ejsjISGRlZWHXrl3Izc0FULc0fdu2bRgxYgS6dOmCgoICJCQkIDw8HP379wcADB8+HH369MEzzzyDZcuWQafTITk5GS+88IKYqXruueeQlpaGl19+GZMmTcL+/fvx4YcfIjMz06J7wM4OERGRFPRNfwig+TItEx8fjytXrmDhwoXQ6XTQaDTIysoSJ/4WFxfDzu63gZ7Q0FBs27YNycnJmD9/Pnr27ImMjAz07dtXjBk9ejS0Wi1SU1Mxc+ZM+Pn5YefOnQgLCwNQl/3Zt2+f2LHy8vLCY489huTkZLEMe3t77N69G88//zxCQkLg7OyMCRMm4NVXXxVjfH19kZmZiYSEBKxevRrdu3fHunXrEB0dbdE94HN2iIiIrEh8zk6356R5zs5FrUXP2SFmdoiIiKTBF4HaDE5QJiIiIlljZoeIiEgKAiTI7Fi3uLaCmR0iIiKSNWZ2iIiIpMA5OzaDnR0iIiIp6PUArPy6CL2Vy2sjOIxFREREssbMDhERkRQ4jGUzmNkhIiIiWWNmh4iISArM7NgMZnaIiIhI1pjZISIikoKNvAiUmNkhIiIimWNmh4iISAKCoIcgWPe5ONYur61gZ4eIiEgKgmD9YSdOUG4SDmMRERGRrDGzQ0REJAVBggnKzOw0CTM7REREJGvM7BAREUlBrwcUVp5QzAnKTcLMDhEREckaMztERERS4Jwdm8HMDhEREckaMztEREQSEPR6CFaes8OHCjYNOztERERS4DCWzeAwFhEREckaMztERERS0AuAgpkdW8DMDhEREckaMztERERSEAQA1n6oIDM7TcHMDhEREckaMztEREQSEPQCBCvP2RGY2WkSZnaIiIhI1pjZISIikoKgh/Xn7PChgk3Bzg4REZEEOIxlOziMRURERLLGzA4REZEUOIxlM9jZISIiksBt3LL6q7Fu45Z1C2wj2NkhIiKyIqVSCQ8PDxzU7ZGkfA8PDyiVSknKliuFwNlOREREVlVVVYWamhpJylYqlVCpVJKULVfs7BAREZGscTUWERERyRo7O0RERCRr7OwQERGRrLGzQ0RERLLGzg4RERHJGjs7REREJGvs7BAREZGs/X+pDCbr+rogGwAAAABJRU5ErkJggg==",
+      "text/plain": [
+       "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "utils.view_output(archive_path, title=\"Heatmap for Carbon\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Generating a Phosphorus heatmap\n", + "The information about phosphorus is available in the attribute `P`, so we change the parameter accordingly. We also use EVI for this parameter." + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# input parameters\n",
+    "parameters = {\n",
+    "    \"index\":\"evi\",\n",
+    "    \"attribute_name\": \"P\",\n",
+    "    \"buffer\": 4,\n",
+    "    \"bins\": 3,\n",
+    "    \"simplify\": \"simplify\",\n",
+    "    \"tolerance\": 0.2,\n",
+    "    \"data_scale\": True,\n",
+    "}\n",
+    "\n",
+    "archive_path = utils.create_heatmap(\n",
+    "        imagery= imagery,\n",
+    "        geojson_url = GEOJSON_URL,\n",
+    "        farm_boundary = FARM_BOUNDARY,\n",
+    "        parameters = parameters\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "utils.view_output(archive_path, title=\"Heatmap for Phosphorus\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Generating a pH heatmap\n", + "The information about pH is available in the attribute `pH`, so we change the parameter accordingly. We found that the Photochemical Reflectance Index (PRI) has better correlation with pH values, so we adjust the index as well." + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# input parameters\n",
+    "parameters = {\n",
+    "    \"index\": \"pri\",\n",
+    "    \"attribute_name\": \"pH\",\n",
+    "    \"buffer\": 3,\n",
+    "    \"bins\": 4,\n",
+    "    \"simplify\": \"simplify\",\n",
+    "    \"tolerance\": 0.2,\n",
+    "    \"data_scale\": False,\n",
+    "}\n",
+    "\n",
+    "archive_path = utils.create_heatmap(\n",
+    "        imagery=imagery,\n",
+    "        geojson_url = GEOJSON_URL,\n",
+    "        farm_boundary = FARM_BOUNDARY,\n",
+    "        parameters = parameters\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "utils.view_output(archive_path, title=\"Heatmap for Phosphorus\")" + ] + } + ], + "metadata": { + "description": "Using soil samples from a farm, train a Random Forest model to estimate a heatmap of soil nutrients.", + "disk_space": "", + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.15" + }, + "name": "Nutrient Heatmap Estimation - Classification", + "running_time": "", + "tags": [ + "Sustainability", + "Index Computation", + "Model Training", + "Sentinel", + "Working with Custom Workflows" + ], + "vscode": { + "interpreter": { + "hash": "2aa0580ea024b7f7eb69f04a32a9c9b086c2434662745a322e5dbb797c6875b3" + } + } + }, + "nbformat": 4, + "nbformat_minor": 2 } diff --git a/notebooks/heatmaps/nutrients_using_classification_admag.ipynb b/notebooks/heatmaps/nutrients_using_classification_admag.ipynb index 55a2fc6c..abfb0937 100755 --- a/notebooks/heatmaps/nutrients_using_classification_admag.ipynb +++ b/notebooks/heatmaps/nutrients_using_classification_admag.ipynb @@ -1,1093 +1,1094 @@ { - "cells": [ - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# FarmVibes.AI Nutrients Heatmap\n", - "\n", - "This notebook demonstrates how to run the heatmap workflow on sentinel imagery by integrating with [Microsoft Azure Data Manager for Agriculture (ADMAg)](https://learn.microsoft.com/en-us/azure/data-manager-for-agri/). The workflow accepts Party_ID and Seasonal_Field_ID information to download samples of soil properties (such as carbon and nitrogen) from ADMAg, and generate an interpolated heatmap based on the input imagery. The notebook is using the ADMAg version 2023-11-01-preview for demonstration.\n", - "\n", - "### Micromamba environment setup\n", - "Before running this notebook, let's build a micromamba environment. If you do not have micromamba installed, please follow the instructions from the [micromamba installation guide](https://mamba.readthedocs.io/en/latest/installation/micromamba-installation.html).\n", - "\n", - "```bash\n", - "$ micromamba env create -f ./nutrients.yaml\n", - "$ micromamba activate nutrients-seg\n", - "```\n", - "\n", - "### ADMAg environment setup\n", - "Microsoft Azure Data Manager for Agriculture requires registration and is available to only approved customers and partners during the preview period. To setup the required environment, please go through the [ADMAg User Guide](https://learn.microsoft.com/en-us/azure/data-manager-for-agri/quickstart-install-data-manager-for-agriculture).\n", - "\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Useful libraries\n", - "\n", - "Below are the main libraries used for this example and other useful links:\n", - "- [NumPy](https://github.com/numpy/numpy) is a python package that provides powerful N-dimensional array object, broadcasting functions and useful linear algebra, Fourier transform, and random number capabilities.\n", - "- [pandas](https://github.com/scikit-learn/scikit-learn) is a Python package that provides fast, flexible, and expressive data structures designed to make working with \"relational\" or \"labeled\" data both easy and intuitive.\n", - "- [rasterio](https://github.com/rasterio/rasterio) is a library for reading and writing geospatial raster data. It is used on torchgeo and rioxarray. It is a good option when reading/writing GeoTIFFs.\n", - "- [Scikit-Learn](https://github.com/scikit-learn/scikit-learn) is a Python package for machine learning built on top of SciPy. It Simple and efficient tools for predictive data analysis.\n", - "- [Shapely](https://github.com/shapely/shapely) is a library for manipulating geometric shapes." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Imports & API Client" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "from datetime import datetime\n", - "from vibe_core.client import get_default_vibe_client\n", - "\n", - "from notebook_lib import utils" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Workflow Inputs\n", - "Below inputs required for workflow execution to perform ADMAg Authentication and accessing resources. please go through the [ADMAg User Guide](https://learn.microsoft.com/en-us/azure/data-manager-for-agri/quickstart-install-data-manager-for-agriculture)." - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "#URL to access the registered app \n", - "BASE_URL = \"\"\n", - "# Value uniquely identifies registered application in the Microsoft identity platform.\n", - "CLIENT_ID = \"\"\n", - "# Secret value generated by the app registration process in the Microsoft identity platform.\n", - "CLIENT_SECRET = \"\"\n", - "# URL to which the user is redirected to give consent to the app.\n", - "AUTHORITY = \"\"\n", - "# default azure OAuth2 permissions\n", - "DEFAULT_SCOPE = \"\"" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Below inputs required to query the seasonal field information from ADMAg repository" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], - "source": [ - "# Farm information\n", - "FARM_INFO = {\n", - " \"party_id\": \"\",\n", - " \"seasonal_field_id\": '',\n", - "}" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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-            "source": [
-                "parameters = {\n",
-                "    \"base_url\": BASE_URL,\n",
-                "    \"client_id\": CLIENT_ID,\n",
-                "    \"client_secret\": CLIENT_SECRET,\n",
-                "    \"authority\": AUTHORITY,\n",
-                "    \"default_scope\": DEFAULT_SCOPE,\n",
-                "}\n",
-                "\n",
-                "seasonal_field_obj = utils.get_seasonal_field(farm_infO=FARM_INFO, parameters=parameters)\n",
-                "FARM_BOUNDARY = seasonal_field_obj.geometry"
-            ]
-        },
-        {
-            "cell_type": "markdown",
-            "metadata": {},
-            "source": [
-                "## Satellite imagery\n",
-                "Below we outline two methods for getting a raster that contains the satellite imagery used to generate the heatmap. Run the appropriate section below to ingest the data according to your preference.\n",
-                "\n",
-                "### 1. Use the FarmVibes.AI workfow\n",
-                "FarmVibes.AI has several workflows that will ingest and preprocess data from many sources. We demonstrate how to obtain Sentinel-2 imagery for a desired location (our field boundary) and time range (some time around when the field samples were collected)."
-            ]
-        },
-        {
-            "cell_type": "code",
-            "execution_count": 6,
-            "metadata": {},
-            "outputs": [],
-            "source": [
-                "START_DATE=datetime(day=30, month=6, year=2022)\n",
-                "END_DATE=datetime(day=2, month=7, year=2022)"
-            ]
-        },
-        {
-            "cell_type": "code",
-            "execution_count": 7,
-            "metadata": {},
-            "outputs": [
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-            ],
-            "source": [
-                "# For the farm boundary, the EPSG code for the coordinate system (CRS) must be 4326.\n",
-                "imagery = utils.get_raster_from_cluster_using_geometry(\n",
-                "    farm_boundary=FARM_BOUNDARY,\n",
-                "    time_range=(START_DATE, END_DATE)\n",
-                ")"
-            ]
-        },
-        {
-            "attachments": {},
-            "cell_type": "markdown",
-            "metadata": {},
-            "source": [
-                "## Heatmap workflow\n",
-                "The heatmap workflow will run the following tasks:\n",
-                "- Download sensor samples from ADMAg. Accuracy of the heatmap will depend on the number of samples.\n",
-                "- Compute vegetation indices from the provided raster.\n",
-                "- Clip index raster and sensor samples using the field boundary.\n",
-                "- Bin sample values.\n",
-                "- Train a spatial interpolation model using the vegetation index as input and the sample bin as output.\n",
-                "- Predict nutrient for the whole region at the raster resolution.\n",
-                "- Generate shapefiles for each bin from the prediction raster.\n",
-                "\n",
-                "The workflow can be customized via several parameters. Their default values and descriptions can be accessed via the client."
-            ]
-        },
-        {
-            "cell_type": "code",
-            "execution_count": 8,
-            "metadata": {},
-            "outputs": [
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-                    "data": {
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Workflow: farm_ai/agriculture/heatmap_using_classification_admag\n",
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    This workflow integrate the ADMAG API to download prescriptions and generate heatmap. The       \n",
-                            "    prescriptions are related with farm boundary and the nutrient information. Each prescription    \n",
-                            "    represent a sensor sample at a location within a farm boundary.                                 \n",
-                            "
\n" - ], - "text/plain": [ - " This workflow integrate the ADMAG API to download prescriptions and generate heatmap. The \n", - " prescriptions are related with farm boundary and the nutrient information. Each prescription \n", - " represent a sensor sample at a location within a farm boundary. \n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
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    - admag_input (vibe_core.data.farm.ADMAgSeasonalFieldInput): Required inputs to download        \n",
-                            "    prescriptions from admag.                                                                       \n",
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    - input_raster (vibe_core.data.rasters.Raster): Input raster for index computation.             \n",
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    - result (vibe_core.data.core_types.DataVibe): Zip file containing cluster geometries.          \n",
-                            "
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-                            "Parameters:\n",
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    - base_url (default: None): URL to access the registered app                                    \n",
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    - client_id (default: None): Value uniquely identifies registered application in the Microsoft  \n",
-                            "    identity platform. Visit url                                                                    \n",
-                            "    https://learn.microsoft.com/en-us/azure/active-directory/develop/quickstart-register-app to     \n",
-                            "    register the app.                                                                               \n",
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    - client_secret (default: None): Sometimes called an application password, a client secret is a \n",
-                            "    string value your app can use in place of a certificate to identity itself.                     \n",
-                            "
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    - authority (default: None): The endpoint URIs for your app are generated automatically when you\n",
-                            "    register or configure your app. It is used by client to obtain authorization from the resource  \n",
-                            "    owner                                                                                           \n",
-                            "
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    - default_scope (default: None): URL for default azure OAuth2 permissions                       \n",
-                            "
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    - attribute_name (default: C): Nutrient property name in sensor samples geojson file. For       \n",
-                            "    example CARBON (C), Nitrogen (N), Phosphorus (P) etc.,                                          \n",
-                            "
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    - buffer (default: 3): Offset distance from sample to perform interpolate operations with       \n",
-                            "    raster.                                                                                         \n",
-                            "
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    - index (default: ndvi): Type of index to be used to generate heatmap. For example - evi, pri   \n",
-                            "    etc.,                                                                                           \n",
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    - bins (default: 4): Possible number of groups used to move value to nearest group using [numpy \n",
-                            "    histogram](https://numpy.org/doc/stable/reference/generated/numpy.histogram.html) and to        \n",
-                            "    pre-process the data to support model training with classification .                            \n",
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    - simplify (default: simplify): Replace small polygons in input with value of their largest     \n",
-                            "    neighbor after converting from raster to vector. Accepts 'simplify' or 'convex' or 'none'.      \n",
-                            "
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    - tolerance (default: 1.0): All parts of a [simplified                                          \n",
-                            "    geometry](https://geopandas.org/en/stable/docs/reference/api/geopandas.GeoSeries.simplify.html) \n",
-                            "    will be no more than tolerance distance from the original. It has the same units as the         \n",
-                            "    coordinate reference system of the GeoSeries. For example, using tolerance=100 in a projected   \n",
-                            "    CRS with meters as units means a distance of 100 meters in reality.                             \n",
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    - data_scale (default: False): Accepts True or False. Default is False. On True, it scale data  \n",
-                            "    using [StandardScalar]                                                                          \n",
-                            "    (https://scikit-learn.org/stable/modules/generated/sklearn.preprocessing.StandardScaler.html)   \n",
-                            "    from scikit-learn package.  It Standardize features by removing the mean and scaling to unit    \n",
-                            "    variance.                                                                                       \n",
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    - max_depth (default: 50): The maximum depth of the tree. If None, then nodes are expanded until\n",
-                            "    all leaves are pure or until all leaves contain less than min_samples_split samples. For more   \n",
-                            "    details refer to                                                                                \n",
-                            "    (https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.RandomForestClassifier.html)\n",
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    - n_estimators (default: 25): The number of trees in the forest. For more details refer to      \n",
-                            "    (https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.RandomForestClassifier.html)\n",
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    - random_state (default: 100): Controls both the randomness of the bootstrapping of the samples \n",
-                            "    used when building trees (if bootstrap=True) and the sampling of the features to consider when  \n",
-                            "    looking for the best split at each node (if max_features < n_features). For more details refer  \n",
-                            "    to                                                                                              \n",
-                            "    (https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.RandomForestClassifier.html)\n",
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-                            "Tasks:\n",
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    - prescriptions: Fetches prescriptions using ADMAg (Microsoft Azure Data Manager for            \n",
-                            "    Agriculture).                                                                                   \n",
-                            "
\n" - ], - "text/plain": [ - " - \u001b[1mprescriptions\u001b[0m: Fetches prescriptions using ADMAg (Microsoft Azure Data Manager for \n", - " Agriculture). \n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
    - soil_sample_heatmap_classification: Utilizes input Sentinel-2 satellite imagery & the sensor  \n",
-                            "    samples as labeled data that contain nutrient information (Nitrogen, Carbon, pH, Phosphorus) to \n",
-                            "    train a model using Random Forest classifier. The inference operation predicts nutrients in soil\n",
-                            "    for the chosen farm boundary.                                                                   \n",
-                            "                                                                                                    \n",
-                            "
\n" - ], - "text/plain": [ - " - \u001b[1msoil_sample_heatmap_classification\u001b[0m: Utilizes input Sentinel-2 satellite imagery & the sensor \n", - " samples as labeled data that contain nutrient information (Nitrogen, Carbon, pH, Phosphorus) to \n", - " train a model using Random Forest classifier. The inference operation predicts nutrients in soil\n", - " for the chosen farm boundary. \n", - " \n" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "client = get_default_vibe_client()\n", - "client.document_workflow(\"farm_ai/agriculture/heatmap_using_classification_admag\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Generating a Nitrogen heatmap\n", - "We demonstrate how to generate a nitrogen heatmap using the Enhanced Vegetation Index (EVI). In the provided sample file, the sensor samples have nitrogen information in attribute `N`. Parameters for a workflow run are defined in a dict as shown below." - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
\n"
-                        ],
-                        "text/plain": []
-                    },
-                    "metadata": {},
-                    "output_type": "display_data"
-                },
-                {
-                    "data": {
-                        "text/html": [
-                            "
\n"
-                        ],
-                        "text/plain": []
-                    },
-                    "metadata": {},
-                    "output_type": "display_data"
-                }
-            ],
-            "source": [
-                "# input parameters\n",
-                "parameters = {\n",
-                "    \"base_url\": BASE_URL,\n",
-                "    \"client_id\": CLIENT_ID,\n",
-                "    \"client_secret\": CLIENT_SECRET,\n",
-                "    \"authority\": AUTHORITY,\n",
-                "    \"default_scope\": DEFAULT_SCOPE,\n",
-                "    \"index\": \"evi\",\n",
-                "    \"attribute_name\": \"N\",\n",
-                "    \"buffer\": 3,\n",
-                "    \"bins\": 4,\n",
-                "    \"simplify\": \"simplify\",\n",
-                "    \"tolerance\": 1,\n",
-                "    \"data_scale\": True,\n",
-                "}\n",
-                "\n",
-                "archive_path = utils.create_heatmap_admag(\n",
-                "        imagery= imagery,\n",
-                "        farm_infO= FARM_INFO,\n",
-                "        parameters = parameters\n",
-                ")"
-            ]
-        },
-        {
-            "cell_type": "code",
-            "execution_count": 11,
-            "metadata": {},
-            "outputs": [
-                {
-                    "data": {
-                        "text/plain": [
-                            "'/home/azureuser/.cache/farmvibes-ai/data/assets/8d11c61e-afc3-4656-aaf7-65503a7937d0/result.zip'"
-                        ]
-                    },
-                    "execution_count": 11,
-                    "metadata": {},
-                    "output_type": "execute_result"
-                }
-            ],
-            "source": [
-                "archive_path"
-            ]
-        },
-        {
-            "cell_type": "markdown",
-            "metadata": {},
-            "source": [
-                "### Output visualization\n",
-                "We use matplotlib and geopandas to display the results of the workflow from the shapefiles. This is a quick way to get a high level view the workflow output. To get a more detailed look, we recommend opening the generated files and input raster in a geographic analysis platform, such as [QGIS](https://www.qgis.org/en/site/). This will allow you to zoom in and more closely examine the results."
-            ]
-        },
-        {
-            "cell_type": "code",
-            "execution_count": 9,
-            "metadata": {},
-            "outputs": [
-                {
-                    "data": {
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",
-                        "text/plain": [
-                            "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "utils.view_output(archive_path, title=\"Heatmap for Nitrogen\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Generating a Carbon heatmap\n", - "The carbon information is available in the attribute `C`, so we change the parameter accordingly. We also use EVI for this parameter." - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
\n"
-                        ],
-                        "text/plain": []
-                    },
-                    "metadata": {},
-                    "output_type": "display_data"
-                },
-                {
-                    "data": {
-                        "application/vnd.jupyter.widget-view+json": {
-                            "model_id": "314302578f354e1992f3c0a809b89c73",
-                            "version_major": 2,
-                            "version_minor": 0
-                        },
-                        "text/plain": [
-                            "Output()"
-                        ]
-                    },
-                    "metadata": {},
-                    "output_type": "display_data"
-                },
-                {
-                    "data": {
-                        "text/html": [
-                            "
\n"
-                        ],
-                        "text/plain": []
-                    },
-                    "metadata": {},
-                    "output_type": "display_data"
-                }
-            ],
-            "source": [
-                "# input parameters\n",
-                "parameters = {\n",
-                "    \"base_url\": BASE_URL,\n",
-                "    \"client_id\": CLIENT_ID,\n",
-                "    \"client_secret\": CLIENT_SECRET,\n",
-                "    \"authority\": AUTHORITY,\n",
-                "    \"default_scope\": DEFAULT_SCOPE,\n",
-                "    \"index\": \"evi\",\n",
-                "    \"attribute_name\": \"C\",\n",
-                "    \"buffer\": 4,\n",
-                "    \"bins\": 5,\n",
-                "    \"simplify\": \"simplify\",\n",
-                "    \"tolerance\": 1,\n",
-                "    \"data_scale\": False,\n",
-                "}\n",
-                "\n",
-                "archive_path = utils.create_heatmap_admag(\n",
-                "        imagery=imagery, \n",
-                "        farm_infO=FARM_INFO,\n",
-                "        parameters = parameters\n",
-                ")"
-            ]
-        },
-        {
-            "cell_type": "code",
-            "execution_count": 11,
-            "metadata": {},
-            "outputs": [
-                {
-                    "data": {
-                        "image/png": 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OP1mxdu1a5efna+7cuaqoqFBpaam2bNniGXPZsmUaM2aMbr75ZjU1NWnNmjWqrq7WunXrPH1Onz6tv/71r56fa2trVV1drb59+2rAgAEdnj/FAwDAUtwy5FZw31Jgdrzp06ersbFRhYWFcjgcSk5OVllZmRISEiRJDofD650PiYmJKisrU15entatW6e4uDitWbNG06ZN8/Q5ceKEHnnkETmdTkVGRmrkyJF6//33PbscS1JlZaXGjx/v+Tk/P1+SNGvWLG3atKnD8+c9DwAAS2hqalJkZKSchwd0yoLJmFvqdPLkyYuuebgakDwAACzFLbc6vkKh42NaCQsmAQCAKSQPAABLcRmGXEG+Yx/s8bo7igcAgKV0hwWTVzpuWwAAAFNIHgAAluKWIRfJQ0BIHgAAgCkkDwAAS2HNQ+BIHgAAgCkkDwAAS+FRzcCRPAAAAFNIHgAAluL+/Aj2mFZC8QAAsBRXJzyqGezxujtuWwAAAFOuiOTB7RxyuadwVZoQN+JyTyEonHljL/cUfMT8eN/lnsIVodz9xuWeAizIZZw/gj2mlZA8AAAAU66I5AEAgGBhwWTgSB4AAIApJA8AAEtxyyaXbEEf00pIHgAAgCkkDwAAS3Eb549gj2klFA8AAEtxdcJti2CP191x2wIAAJhC8gAAsBSSh8CRPAAAAFNIHgAAluI2bHIbQX5UM8jjdXeXpXhgrwq0pzvuU3EpzF6HVffC+HaP+031v1r+/ehsNS/lXe4p4CpH8gAAsBTWPASONQ8AAMAUkgcAgKW41EOuIP/d2RXU0bo/igcAgKUYnbBg0rDYgkluWwAAAFNIHgAAlsKCycCRPAAAAFNIHgAAluIyeshlBHnBpMV21SR5AAAAppA8AAAsxS2b3EH+u7Nb1ooeSB4AAIApJA9AJ7DqXhVmsVdF5xj+nz82/R0r7YfB0xaBo3gAAFhK5yyY5LYFAABAu0geAACWcn7BZHBvMwR7vO6O5AEAAJhC8gAAsBR3J+yqyaOaAAAAF0DyAACwFJ62CBzJAwAAMIXiAQBgKW716JTDrPXr1ysxMVF2u10pKSnas2fPBfvv3r1bKSkpstvtGjRokEpKSrw+37Rpk2w2m89x9uzZgM7rD8UDAMBSXIatUw4ztm3bpvnz52vx4sWqqqpSenq6Jk6cqLq6Or/9a2trlZmZqfT0dFVVVWnRokWaN2+etm/f7tUvIiJCDofD67Db7Zd83vZQPAAAECRNTU1ex7lz5/z2W7VqlbKzs5WTk6OkpCQVFRUpPj5excXFfvuXlJRowIABKioqUlJSknJycjRnzhytXLnSq5/NZlNMTIzXEch520PxAACwFNfnj2oG+5Ck+Ph4RUZGeo7ly5f7nL+5uVkHDhxQRkaGV3tGRob27fO/L05FRYVP/wkTJqiyslItLS2ettOnTyshIUFf+cpXNGnSJFVVVQV03vZclqctesR8ZKq/2zmkk2YCIJjY6OrKZXYzLSttpGXGsWPHFBER4fk5PDzcp09DQ4NcLpeio6O92qOjo+V0Ov2O63Q6/fZvbW1VQ0ODYmNjNXToUG3atEnDhw9XU1OTVq9erXHjxungwYO6+eabL+m87eFRTQCApbiNHnIH+VFN9+ePakZERHgVDxdis3mvkzAMw6ftYv2/2D5mzBiNGTPG8/m4ceM0atQovfzyy1qzZs0ln9cfblsAANCFoqKi1LNnT5+/7dfX1/ukAm1iYmL89g8JCVG/fv38fqdHjx4aPXq0Pv7440s+b3soHgAAltKZax46IiwsTCkpKSovL/dqLy8v19ix/m/9paWl+fTftWuXUlNTFRoa6vc7hmGourpasbGxl3ze9nDbAgCALpafn6+srCylpqYqLS1NGzZsUF1dnXJzcyVJBQUFOn78uDZv3ixJys3N1dq1a5Wfn6+5c+eqoqJCpaWl2rJli2fMZcuWacyYMbr55pvV1NSkNWvWqLq6WuvWrevweTuK4gEAYCluyfR7GToyphnTp09XY2OjCgsL5XA4lJycrLKyMiUkJEiSHA6H17sXEhMTVVZWpry8PK1bt05xcXFas2aNpk2b5ulz4sQJPfLII3I6nYqMjNTIkSP1/vvv62tf+1qHz9tRNsPo/i/k5mmLzjEhbsTlnoKPq2W1fsyPzT32dLW4Wv78cHFX4tMWTU1NioyMVPGfR6vXtcH9u/O/Trfqe6P26+TJkx1eMHklY80DAAAwhdsWAABL6ZxdNa31d3FrXS0AAAgYyQMAwFLcssmtYC+YDO543R3JAwAAMIXk4SrC0xPAlcHs0zhm/zvqkqd9rsCnLdqw5iFw1rpaAAAQMJIHAIClmH2ddEfHtBKKBwCApbgNm9zBfsNkkMfr7qxVKgEAgICRPAAALMXdCbct3Bb7u7i1rhYAAASM5AEAYCluo4fcQX60MtjjdXfWuloAABAwkgcAgKW4ZJMryK+TDvZ43R3JAwAAMIXkAQBgKax5CNwVUTz0iPnIVH+3c0gnzaR7e/fTg6b6d8e9MHBl6+w9G7qjrthHokv2qgBMuCKKBwAAgsWl4K9RcAV1tO6P4gEAYCnctgicta4WAAAEjOQBAGApLqOHXEFOCoI9XndnrasFAAABI3kAAFiKIZvcQV4wafCSKAAAgPaRPAAALIU1D4Gz1tUCAICAkTwAACzFbdjkNoK7RiHY43V3FA8AAEtxqYdcQQ7egz1ed2etqwUAAAEjeQAugk2JcCFXw+ZeVsNti8CRPAAAAFNIHgAAluJWD7mD/HfnYI/X3VnragEAQMBIHgAAluIybHIFeY1CsMfr7kgeAACAKSQPAABL4WmLwFE8AAAsxTB6yB3kvSgM9rYAAABoH8kDAMBSXLLJpSAvmAzyeN0dyQMAADCF5AEAYCluI/gLHN1GUIfr9q7K4qFHzEemv+N2DumEmXStCXEjLvcUfJjdF4J9Aq5s/PkB1nBVFg8AALTH3QlPWwR7vO7OWlcLAAACRvIAALAUt2xyB/npiGCP192RPAAALKVtb4tgH2atX79eiYmJstvtSklJ0Z49ey7Yf/fu3UpJSZHdbtegQYNUUlLSbt+tW7fKZrNp6tSpXu2nTp3S/PnzlZCQoF69emns2LHav3+/6blTPAAA0MW2bdum+fPna/HixaqqqlJ6eromTpyouro6v/1ra2uVmZmp9PR0VVVVadGiRZo3b562b9/u0/fo0aNasGCB0tPTfT7LyclReXm5fv7zn6umpkYZGRm66667dPz4cVPzp3gAAFhK24LJYB9mrFq1StnZ2crJyVFSUpKKiooUHx+v4uJiv/1LSko0YMAAFRUVKSkpSTk5OZozZ45Wrlzp1c/lcmnGjBlatmyZBg0a5PXZv/71L23fvl0vvviivvGNb+imm27S0qVLlZiY2O5520PxAABAkDQ1NXkd586d8+nT3NysAwcOKCMjw6s9IyND+/b5f7y9oqLCp/+ECRNUWVmplpYWT1thYaH69++v7OxsnzFaW1vlcrlkt9u92nv16qUPPvigw9coUTwAACzGLZtnZ82gHZ8vmIyPj1dkZKTnWL58uc/5Gxoa5HK5FB0d7dUeHR0tp9Ppd85Op9Nv/9bWVjU0NEiS9u7dq9LSUm3cuNHvGNddd53S0tL0gx/8QJ9++qlcLpdee+01/fGPf5TD4TD1O+RpCwAAguTYsWOKiIjw/BweHt5uX5vNe5GlYRg+bRfr39Z+6tQpzZw5Uxs3blRUVFS7Y/z85z/XnDlzdOONN6pnz54aNWqUHnroIf35z3++4HV9GcUDAMBSjE54VNP4fLyIiAiv4sGfqKgo9ezZ0ydlqK+v90kX2sTExPjtHxISon79+unQoUM6cuSIJk+e7Pnc7XZLkkJCQnT48GENHjxYgwcP1u7du3XmzBk1NTUpNjZW06dPV2Jioqnr5bYFAABdKCwsTCkpKSovL/dqLy8v19ix/l/xnpaW5tN/165dSk1NVWhoqIYOHaqamhpVV1d7jnvuuUfjx49XdXW14uPjvb7bu3dvxcbG6rPPPtO7776rKVOmmLoGkodubMSK75n7Qp657mb3nbCqdz89eLmnEBRm9z5hnwpcrdrWKQR7TDPy8/OVlZWl1NRUpaWlacOGDaqrq1Nubq4kqaCgQMePH9fmzZslSbm5uVq7dq3y8/M1d+5cVVRUqLS0VFu2bJEk2e12JScne52jT58+kuTV/u6778owDN1yyy3661//qieeeEK33HKLZs+ebWr+FA8AAEvpDntbTJ8+XY2NjSosLJTD4VBycrLKysqUkJAgSXI4HF7vfEhMTFRZWZny8vK0bt06xcXFac2aNZo2bZqp8548eVIFBQX629/+pr59+2ratGl6/vnnFRoaamocigcAAC6Dxx57TI899pjfzzZt2uTTdscdd5ha2OhvjO9+97v67ne/2+Ex2kPxAACwlO5w2+JKx4JJAABgCskDAMBS2FUzcCQPAADAFJIHAIClsOYhcCQPAADAFJIHAIClkDwEjuIBAGApFA+B47YFAAAwheQBAGApJA+Bo3iwsEvZ+MjsZlpsrgT4OvhE8eWegg/TG/HB0igeAACWYij4L3Uygjpa98eaBwAAYArJAwDAUljzEDiSBwAAYArJAwDAUkgeAkfxAACwFIqHwHHbAgAAmELyAACwFJKHwJE8AAAAU0geAACWYhg2GUFOCoI9XndH8gAAAEwhefhcj5iPTPV3O4d00ky6N/aq6D4mxI243FPAJTK7j0RX7IVh/hx5nTKPruCWLeivpw72eN0dyQMAADCF5AEAYCk8bRE4igcAgKWwYDJw3LYAAACmkDwAACyF2xaBI3kAAACmkDwAACyFNQ+BI3kAAACmkDwAACzF6IQ1DyQPAAAAF0DyAACwFEOSYQR/TCuheIDldMU+AVeDmB/vM/0d9j4BrIHiAQBgKW7ZZGNjrIBQPAAALIVHNQPHgkkAAGAKyQMAwFLchk02Xk8dEJIHAABgCskDAMBSDKMTHtW02LOaJA8AAMAUkgcAgKXwtEXgSB4AAIApJA8AAEsheQgcxQMAwFJ4VDNw3LYAAACmkDxcoh4xH5nq73YOMX2O7riB04gV37vcU0A3dimbaZlh1Y23uuN/dzUvXe4ZXLru8qjm+vXrtWLFCjkcDg0bNkxFRUVKT09vt//u3buVn5+vQ4cOKS4uTk8++aRyc3P99t26dasefPBBTZkyRTt27PC0t7a2aunSpfrFL34hp9Op2NhYPfzww3r66afVo0fH8wSSBwAAuti2bds0f/58LV68WFVVVUpPT9fEiRNVV1fnt39tba0yMzOVnp6uqqoqLVq0SPPmzdP27dt9+h49elQLFizwW4j86Ec/UklJidauXasPP/xQL774olasWKGXX37Z1PwpHgAAlnI+ebAF+TA3h1WrVik7O1s5OTlKSkpSUVGR4uPjVVzsP3EuKSnRgAEDVFRUpKSkJOXk5GjOnDlauXKlVz+Xy6UZM2Zo2bJlGjRokM84FRUVmjJliu6++24NHDhQ3/nOd5SRkaHKykpT86d4AAAgSJqamryOc+fO+fRpbm7WgQMHlJGR4dWekZGhffv83/qrqKjw6T9hwgRVVlaqpaXF01ZYWKj+/fsrOzvb7zi33367fvvb3+qjj87fej948KA++OADZWZmmrpO1jwAACylMx/VjI+P92pfsmSJli5d6tXW0NAgl8ul6Ohor/bo6Gg5nU6/4zudTr/9W1tb1dDQoNjYWO3du1elpaWqrq5ud54LFy7UyZMnNXToUPXs2VMul0vPP/+8HnzwwQ5e6XkUDwAABMmxY8cUERHh+Tk8PLzdvjabdwFjGIZP28X6t7WfOnVKM2fO1MaNGxUVFdXuGNu2bdNrr72m119/XcOGDVN1dbXmz5+vuLg4zZo164LX9kUUDwAASzE+P4I9piRFRER4FQ/+REVFqWfPnj4pQ319vU+60CYmJsZv/5CQEPXr10+HDh3SkSNHNHnyZM/nbrdbkhQSEqLDhw9r8ODBeuKJJ/TUU0/pgQcekCQNHz5cR48e1fLly00VD6x5AABYSvAXS5q7DRIWFqaUlBSVl5d7tZeXl2vsWP+PI6elpfn037Vrl1JTUxUaGqqhQ4eqpqZG1dXVnuOee+7R+PHjVV1d7bmd8s9//tPnkcyePXt6Co2OInkAAKCL5efnKysrS6mpqUpLS9OGDRtUV1fneW9DQUGBjh8/rs2bN0uScnNztXbtWuXn52vu3LmqqKhQaWmptmzZIkmy2+1KTk72OkefPn0kyat98uTJev755zVgwAANGzZMVVVVWrVqlebMmWNq/hQPAABr6cz7Fh00ffp0NTY2qrCwUA6HQ8nJySorK1NCQoIkyeFweL3zITExUWVlZcrLy9O6desUFxenNWvWaNq0aabO+/LLL+uZZ57RY489pvr6esXFxenRRx/Vs88+a2ocm2EE+z1b8OdS3jDZHXXHN92Z1R3f3HkpJsSNuNxT6HJWfcNkd1TzUt7lnoJpTU1NioyM1KCfLVLPa+xBHdv1z7P6ZNYLOnny5EXXPFwNSB4AANbSCY9qymIbY1E8WNjVkCJI5vdTGCFz191dk4p3Pz3YqeN3RbJBkgBcmSgeAACW0l02xrqS8agmAAAwheQBAGApnfl6aqugeAAAWIthC/4CR4sVD9y2AAAAppA8AAAshQWTgSN5AAAAppA8AACspRu8nvpKR/IAAABMIXkAAFgKj2oGjuQBAACYQvJwFbla9qpA5zD770eMzO0ZAlxRLLZGIdgoHgAAlsJti8Bx2wIAAJhC8gAAsBYe1QwYyQMAADCF5AEAYDG2z49gj2kdJA8AAMAUkgcAgLWw5iFgJA8AAMAUkgcAgLWQPASM4gEAYC2G7fwR7DEthNsWAADAFJIHAIClGMb5I9hjWgnFQxfpEfOR6e+4nUM6YSZXH2feWFP9Y35sbsOnEeqeG44dfKL4ck8B3VTNS3mXewq4ylE8AACshQWTAWPNAwAAMIXkAQBgLTxtETCSBwAAYArJAwDAUmzG+SPYY1oJxQMAwFpYMBkwblsAAABTSB4AANbCgsmAkTwAAABTSB4AANbCmoeAkTwAAABTSB6uIt1xr4MRK8ztC9El1/CEue4jVpjbO6OrmP3dmmV2zxCrYh+JKxDJQ8BIHgAAgCkkDwAAayF5CBjFAwDAWnhUM2DctgAAAKaQPAAALIW9LQJH8gAAAEwheQAAWAsLJgNG8gAAAEyheAAA4DJYv369EhMTZbfblZKSoj179lyw/+7du5WSkiK73a5BgwappKSk3b5bt26VzWbT1KlTvdoHDhwom83mc3z/+983NXeKBwAAuti2bds0f/58LV68WFVVVUpPT9fEiRNVV1fnt39tba0yMzOVnp6uqqoqLVq0SPPmzdP27dt9+h49elQLFixQenq6z2f79++Xw+HwHOXl5ZKk+++/39T8KR4AAJZi0/89cRG0w+QcVq1apezsbOXk5CgpKUlFRUWKj49XcbH/V/SXlJRowIABKioqUlJSknJycjRnzhytXLnSq5/L5dKMGTO0bNkyDRo0yGec/v37KyYmxnPs3LlTgwcP1h133GFq/hQPAAAESVNTk9dx7tw5nz7Nzc06cOCAMjIyvNozMjK0b98+v+NWVFT49J8wYYIqKyvV0tLiaSssLFT//v2VnZ190bk2Nzfrtdde05w5c2SzmSt/eNqiG+sR85Gp/m7nkE6ayaXrjpt1mXUp19DZm1ah87DRlQV04hsm4+PjvZqXLFmipUuXerU1NDTI5XIpOjraqz06OlpOp9Pv8E6n02//1tZWNTQ0KDY2Vnv37lVpaamqq6s7NOUdO3boxIkTevjhhzvU/4soHgAA1tKJj2oeO3ZMERERnubw8PB2v/Llv+0bhnHBBMBf/7b2U6dOaebMmdq4caOioqI6NOXS0lJNnDhRcXFxHer/RRQPAAAESUREhFfx4E9UVJR69uzpkzLU19f7pAttYmJi/PYPCQlRv379dOjQIR05ckSTJ0/2fO52uyVJISEhOnz4sAYPHuz57OjRo/rNb36jX/7yl6aurw1rHgAA1mJ00tFBYWFhSklJ8Tzp0Ka8vFxjx471+520tDSf/rt27VJqaqpCQ0M1dOhQ1dTUqLq62nPcc889Gj9+vKqrq31up7z66qu64YYbdPfdd3d84l9A8gAAQBfLz89XVlaWUlNTlZaWpg0bNqiurk65ubmSpIKCAh0/flybN2+WJOXm5mrt2rXKz8/X3LlzVVFRodLSUm3ZskWSZLfblZyc7HWOPn36SJJPu9vt1quvvqpZs2YpJOTSygCKBwCApXSHjbGmT5+uxsZGFRYWyuFwKDk5WWVlZUpISJAkORwOr3c+JCYmqqysTHl5eVq3bp3i4uK0Zs0aTZs2zfRcf/Ob36iurk5z5swx/d02NqNtxQWueN3xaQur4mmLKxdPW1y9mpqaFBkZqYHPP68edntQx3afPasjixfr5MmTF13zcDUgeQAAWAsbYwWMBZMAAMAUkgcAgLWQPASM4gEAYCndYcHklY7bFgAAwBSSB+AirpYnJ7pin5Hu+Lvi6Qn46MS9LayC5AEAAJhC8gAAsBYWTAaM5AEAAJhC8gAAsBSetggcyQMAADCF5AEAYC2seQgYxQMAwFo64baF1YoHblsAAABTSB4AANbCbYuAkTwAAABTSB4AANZC8hAwigfAIszuO3Epe2F09v4ZPWI+6tTxAXQMxQMAwFJ4SVTgWPMAAABMoXgAAACmcNsCAGAtLJgMGMkDAAAwheQBAGApLJgMHMkDAAAwheQBAGA9FksKgo3kAQAAmELyAACwFp62CBjJAwAAMIXkAQBgKTxtETiKh6uI2U2D3M4hnTQToGPY6AqXBbctAsZtCwAAYArJAwDAUrhtETiSBwAAYArJAwDAWljzEDCSBwAAYArJAwDAWkgeAkbyAAAATCF5AABYCk9bBI7iAQBgLdy2CBi3LQAAgCkkDwAAayF5CBjFA3ARB58oNv2dESu+Z6p/zI/3mT5Hp3vC/FfYqwKwBooHAIClsGAycKx5AAAAppA8AACshTUPASN5AAAAplA8AAAspW3NQ7APs9avX6/ExETZ7XalpKRoz549F+y/e/dupaSkyG63a9CgQSopKWm379atW2Wz2TR16lSfz44fP66ZM2eqX79+uuaaa3TbbbfpwIEDpuZO8QAAsBajkw4Ttm3bpvnz52vx4sWqqqpSenq6Jk6cqLq6Or/9a2trlZmZqfT0dFVVVWnRokWaN2+etm/f7tP36NGjWrBggdLT030+++yzzzRu3DiFhobq17/+tf7yl7/opZdeUp8+fUzNnzUPAAAESVNTk9fP4eHhCg8P9+m3atUqZWdnKycnR5JUVFSkd999V8XFxVq+fLlP/5KSEg0YMEBFRUWSpKSkJFVWVmrlypWaNm2ap5/L5dKMGTO0bNky7dmzRydOnPAa50c/+pHi4+P16quvetoGDhxo+jpJHgAA1tKJyUN8fLwiIyM9h79CoLm5WQcOHFBGRoZXe0ZGhvbt8//Ol4qKCp/+EyZMUGVlpVpaWjxthYWF6t+/v7Kzs/2O89Zbbyk1NVX333+/brjhBo0cOVIbN25s5xfVPpIHAACC5NixY4qIiPD87C91aGhokMvlUnR0tFd7dHS0nE6n33GdTqff/q2trWpoaFBsbKz27t2r0tJSVVdXtzu/Tz75RMXFxcrPz9eiRYv0pz/9SfPmzVN4eLj+7d/+rcPXSfEAALAU2+dHsMeUpIiICK/i4YLfsXnPwjAMn7aL9W9rP3XqlGbOnKmNGzcqKiqq3THcbrdSU1P1wgsvSJJGjhypQ4cOqbi4mOIBAIDuKioqSj179vRJGerr633ShTYxMTF++4eEhKhfv346dOiQjhw5osmTJ3s+d7vdkqSQkBAdPnxYgwcPVmxsrL761a96jZOUlOR34eWFUDwAFzEhboTp78So8/eqcOaNNdXf7P4Z7FOBq9ZlfklUWFiYUlJSVF5ernvvvdfTXl5erilTpvj9Tlpamt5++22vtl27dik1NVWhoaEaOnSoampqvD5/+umnderUKa1evVrx8fGSpHHjxunw4cNe/T766CMlJCR0/AJE8QAAQJfLz89XVlaWUlNTlZaWpg0bNqiurk65ubmSpIKCAh0/flybN2+WJOXm5mrt2rXKz8/X3LlzVVFRodLSUm3ZskWSZLfblZyc7HWOtscvv9iel5ensWPH6oUXXtB3v/td/elPf9KGDRu0YcMGU/OneAAAWEp32Bhr+vTpamxsVGFhoRwOh5KTk1VWVuZJABwOh9c7HxITE1VWVqa8vDytW7dOcXFxWrNmjddjmh0xevRovfnmmyooKFBhYaESExNVVFSkGTNmmBrHZrStuIDluJ1DLvcUrgiXctuiK3T2bYty9xum+gPdXVNTkyIjIzXs0RfUM9we1LFd587q0CuLdPLkyQ4vmLyS8Z4HAABgCrctAADWQ+YeEJIHAABgCskDAMBSusOCySsdyQMAADCF5AEAYC2X+SVRVwOSBwAAYArJAwDAUljzEDiKBwCAtXDbImAUDxZ2KRsfXQ1vpRyx4num+nfHTa4uBW+MBBAsFA8AAEvhtkXgWDAJAABMIXkAAFgLax4CRvIAAABMIXkAAFgLyUPASB4AAIApJA8AAEvhaYvAkTwAAABTSB4AANbCmoeAUTwAACzFZhiyGcH9v32wx+vuuG0BAABMIXkALqIr9p0A0IW4bREwkgcAAGAKyQMAwFJ4VDNwJA8AAMAUkgcAgLWw5iFgJA8AAMAUkgcAgKWw5iFwFA8AAGvhtkXAuG0BAABMIXkAAFgKty0CR/IAAABMIXkAAFgLax4CRvEAXKFqXsq73FMAYFEUDwAAy7HaGoVgY80DAAAwheQBAGAthnH+CPaYFkLxAACwFB7VDBy3LQAAgCkkDwAAa+FRzYCRPAAAAFNIHgAAlmJznz+CPaaVkDwAAABTSB4AANbCmoeAkTwAAABTSB4AAJbCex4CR/EAyzn4RLGp/iNWfK+TZgLgsugmb5hcv369VqxYIYfDoWHDhqmoqEjp6ent9t+9e7fy8/N16NAhxcXF6cknn1Rubq7fvlu3btWDDz6oKVOmaMeOHZ72pUuXatmyZV59o6Oj5XQ6Tc2d2xYAAHSxbdu2af78+Vq8eLGqqqqUnp6uiRMnqq6uzm//2tpaZWZmKj09XVVVVVq0aJHmzZun7du3+/Q9evSoFixY0G4hMmzYMDkcDs9RU1Njev4UDwAAS2m7bRHsw4xVq1YpOztbOTk5SkpKUlFRkeLj41Vc7D8ZLSkp0YABA1RUVKSkpCTl5ORozpw5WrlypVc/l8ulGTNmaNmyZRo0aJDfsUJCQhQTE+M5+vfvb27yongAACBompqavI5z58759GlubtaBAweUkZHh1Z6RkaF9+/b5HbeiosKn/4QJE1RZWamWlhZPW2Fhofr376/s7Ox25/jxxx8rLi5OiYmJeuCBB/TJJ5+YuURJFA8AAKsxOumQFB8fr8jISM+xfPlyn9M3NDTI5XIpOjraq/1Caw+cTqff/q2trWpoaJAk7d27V6Wlpdq4cWO7l/71r39dmzdv1rvvvquNGzfK6XRq7NixamxsbPc7/rBgEgCAIDl27JgiIiI8P4eHh7fb12azef1sGIZP28X6t7WfOnVKM2fO1MaNGxUVFdXuGBMnTvT88/Dhw5WWlqbBgwfrZz/7mfLz89v93pdRPAAALKUzH9WMiIjwKh78iYqKUs+ePX1Shvr6ep90oU1MTIzf/iEhIerXr58OHTqkI0eOaPLkyZ7P3e7z78wOCQnR4cOHNXjwYJ9xe/fureHDh+vjjz++6DV+EbctAADoQmFhYUpJSVF5eblXe3l5ucaOHev3O2lpaT79d+3apdTUVIWGhmro0KGqqalRdXW157jnnns0fvx4VVdXKz4+3u+4586d04cffqjY2FhT10DyAACwlm7wnof8/HxlZWUpNTVVaWlp2rBhg+rq6jzvbSgoKNDx48e1efNmSVJubq7Wrl2r/Px8zZ07VxUVFSotLdWWLVskSXa7XcnJyV7n6NOnjyR5tS9YsECTJ0/WgAEDVF9fr+eee05NTU2aNWuWqflTPAAALKU7vGFy+vTpamxsVGFhoRwOh5KTk1VWVqaEhARJksPh8HrnQ2JiosrKypSXl6d169YpLi5Oa9as0bRp00yd929/+5sefPBBNTQ0qH///hozZoz+8Ic/eM7bUTbDCHb5hauZ2znkck+hy3XXN0zWvJR3uacAXFGampoUGRmptImFCgm1B3Xs1pazqvj1szp58uRF1zxcDUgeAADWwq6aAaN4ALoBUgQAVxKKBwCApXSHNQ9XOh7VBAAAppA8AACsxW2cP4I9poWQPAAAAFNIHgAA1sLTFgGjeAAAWIpNnbBgMrjDdXvctgAAAKaQPAAArKUb7G1xpSN5AAAAppA8AAAshZdEBY7kAQAAmELyAACwFh7VDBjJAwAAMIXkAQBgKTbDkC3IT0cEe7zujuIBAGAt7s+PYI9pIdy2AAAAppA8AAAshdsWgSN5AAAAppA8AACshUc1A0byAAAATCF5AABYCxtjBYzkAQAAmELyAACwFDbGChzFAwDAWrhtETCKB5jSI+YjU/3dziGdNJNLN2LF9zr9HDUv5XX6OQDgcqF4AABYis19/gj2mFbCgkkAAGAKyQMAwFpY8xAwkgcAAGAKyQMAwFp4PXXASB4AAIApJA8AAEthS+7AkTwAAABTSB4AANbC0xYBo3gAAFiLISnYL3WyVu3AbQsAAGAOyQMs5+ATxab6d8VeGAC6DgsmA0fyAAAATCF5AABYi6FOWDAZ3OG6O5IHAABgCskDAMBaeFQzYCQPAADAFJIHAIC1uCXZOmFMC6F4AABYCo9qBo7bFgAAwBSKBwCAtbQtmAz2YdL69euVmJgou92ulJQU7dmz54L9d+/erZSUFNntdg0aNEglJSXt9t26datsNpumTp3abp/ly5fLZrNp/vz5pudO8QAAQBfbtm2b5s+fr8WLF6uqqkrp6emaOHGi6urq/Pavra1VZmam0tPTVVVVpUWLFmnevHnavn27T9+jR49qwYIFSk9Pb/f8+/fv14YNG3Trrbde0vwpHgAA1tINkodVq1YpOztbOTk5SkpKUlFRkeLj41Vc7P/1+SUlJRowYICKioqUlJSknJwczZkzRytXrvTq53K5NGPGDC1btkyDBg3yO9bp06c1Y8YMbdy4Uddff72pebdhwSRwETUv5V3uKQC4QjQ1NXn9HB4ervDwcK+25uZmHThwQE899ZRXe0ZGhvbt2+d33IqKCmVkZHi1TZgwQaWlpWppaVFoaKgkqbCwUP3791d2dna7t0G+//3v6+6779Zdd92l5557ztT1taF4AABYSye+JCo+Pt6recmSJVq6dKlXW0NDg1wul6Kjo73ao6Oj5XQ6/Q7vdDr99m9tbVVDQ4NiY2O1d+9elZaWqrq6ut1pbt26VX/+85+1f//+Dl6YfxQPAAAEybFjxxQREeH5+cupwxfZbN4vmzAMw6ftYv3b2k+dOqWZM2dq48aNioqKandu//Ef/6Fdu3bJbrdf9FouhOIBAGAtnfiSqIiICK/iwZ+oqCj17NnTJ2Wor6/3SRfaxMTE+O0fEhKifv366dChQzpy5IgmT578f1Nyn59USEiIDh8+rJqaGtXX1yslJcXTx+Vy6f3339fatWt17tw59ezZs0OXS/EAALCUy/2SqLCwMKWkpKi8vFz33nuvp728vFxTpkzx+520tDS9/fbbXm27du1SamqqQkNDNXToUNXU1Hh9/vTTT+vUqVNavXq14uPjdcMNN/j0mT17toYOHaqFCxd2uHCQKB4AAOhy+fn5ysrKUmpqqtLS0rRhwwbV1dUpNzdXklRQUKDjx49r8+bNkqTc3FytXbtW+fn5mjt3rioqKlRaWqotW7ZIkux2u5KTk73O0adPH0nytIeFhfn06d27t/r16+fTfjEUDwAAa+kGu2pOnz5djY2NKiwslMPhUHJyssrKypSQkCBJcjgcXu98SExMVFlZmfLy8rRu3TrFxcVpzZo1mjZtWlAvo6NshhHs3yDwf9zOIZd7CgHrEfPR5Z4CgCBoampSZGSk7ro5TyE921/IeClaXef0m49/rJMnT150zcPVgOQBAGAtbkOyBfnvzW5r/T2cN0wCAABTSB4AANbSDdY8XOlIHgAAgCkkDwAAi+mE5EHWSh4oHtCpzD6pcDU8nQGgm+O2RcC4bQEAAEwheQAAWIvbUNBvM/CoJgAAQPtIHgAA1mK4zx/BHtNCSB4AAIApJA8AAGvhaYuAkTwAAABTSB4AANbC0xYBo3gAAFgLty0Cxm0LAABgCskDAMBaDHVC8hDc4bo7igdYjtn9NgAA3igeAADWwpqHgLHmAQAAmELyAACwFrdbUpBfJ+3m9dQAAADtInkAAFgLax4CRvEAALAWioeAcdsCAACYQvIAALAW9rYIGMkDAAAwheQBAGAphuGWYQT30cpgj9fdkTwAAABTSB4AANZiGMFfo2Cxpy0oHtCtsGkVAHR/FA8AAGsxOuFpC5IHAACuYm63ZAvyAkcWTAIAALSP5AEAYC3ctggYyQMAADCF5AEAYCmG2y0jyGseeEkUAADABZA8AACshTUPASN5AAAAppA8AACsxW1INpKHQFA8AACsxTAkBfslUdYqHrhtAQAATCF5AABYiuE2ZAT5toVB8gAAANA+kgcAgLUYbgV/zQMviQIAAGgXxQMAwFIMt9Eph1nr169XYmKi7Ha7UlJStGfPngv23717t1JSUmS32zVo0CCVlJS023fr1q2y2WyaOnWqV3txcbFuvfVWRUREKCIiQmlpafr1r39teu4UDwAAdLFt27Zp/vz5Wrx4saqqqpSenq6JEyeqrq7Ob//a2lplZmYqPT1dVVVVWrRokebNm6ft27f79D169KgWLFig9PR0n8++8pWv6Ic//KEqKytVWVmpb37zm5oyZYoOHTpkav42w2pLRAEAltTU1KTIyEjdqSkKsYUGdexWo0W/16908uRJRUREXLT/17/+dY0aNUrFxcWetqSkJE2dOlXLly/36b9w4UK99dZb+vDDDz1tubm5OnjwoCoqKjxtLpdLd9xxh2bPnq09e/boxIkT2rFjxwXn0rdvX61YsULZ2dkduNLzSB4AAJbSqha1GkE+1CLpfIHyxePcuXM+529ubtaBAweUkZHh1Z6RkaF9+/b5nXNFRYVP/wkTJqiyslItLS2etsLCQvXv379DhYDL5dLWrVt15swZpaWlXbT/F/G0BQDAEsLCwhQTE6MPnGWdMv61116r+Ph4r7YlS5Zo6dKlXm0NDQ1yuVyKjo72ao+OjpbT6fQ7ttPp9Nu/tbVVDQ0Nio2N1d69e1VaWqrq6uoLzrOmpkZpaWk6e/asrr32Wr355pv66le/2rGL/BzFAwDAEux2u2pra9Xc3Nwp4xuGIZvN5tUWHh7ebv8v9/X3/Yv1b2s/deqUZs6cqY0bNyoqKuqC87zllltUXV2tEydOaPv27Zo1a5Z2795tqoCgeAAAWIbdbpfdbr+sc4iKilLPnj19Uob6+nqfdKFNTEyM3/4hISHq16+fDh06pCNHjmjy5Mmez93u8++eCAkJ0eHDhzV48GBJ5xOYm266SZKUmpqq/fv3a/Xq1XrllVc6fA2seQAAoAuFhYUpJSVF5eXlXu3l5eUaO3as3++kpaX59N+1a5dSU1MVGhqqoUOHqqamRtXV1Z7jnnvu0fjx41VdXe1zO+WLDMPwuzbjQkgeAADoYvn5+crKylJqaqrS0tK0YcMG1dXVKTc3V5JUUFCg48ePa/PmzZLOP1mxdu1a5efna+7cuaqoqFBpaam2bNki6Xyikpyc7HWOPn36SJJX+6JFizRx4kTFx8fr1KlT2rp1q37/+9/rnXfeMTV/igcAALrY9OnT1djYqMLCQjkcDiUnJ6usrEwJCQmSJIfD4fXOh8TERJWVlSkvL0/r1q1TXFyc1qxZo2nTppk679///ndlZWXJ4XAoMjJSt956q9555x19+9vfNjUO73kAAACmsOYBAACYQvEAAABMoXgAAACmUDwAAABTKB4AAIApFA8AAMAUigcAAGAKxQMAADCF4gEAAJhC8QAAAEyheAAAAKb8fw/eIC/2+N6qAAAAAElFTkSuQmCC",
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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "utils.view_output(archive_path, title=\"Heatmap for Carbon\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Generating a Phosphorus heatmap\n", - "The information about phosphorus is available in the attribute `P`, so we change the parameter accordingly. We also use EVI for this parameter." - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
\n"
-                        ],
-                        "text/plain": []
-                    },
-                    "metadata": {},
-                    "output_type": "display_data"
-                },
-                {
-                    "data": {
-                        "application/vnd.jupyter.widget-view+json": {
-                            "model_id": "d5fd014483214f098d7d313a0655c6dd",
-                            "version_major": 2,
-                            "version_minor": 0
-                        },
-                        "text/plain": [
-                            "Output()"
-                        ]
-                    },
-                    "metadata": {},
-                    "output_type": "display_data"
-                },
-                {
-                    "data": {
-                        "text/html": [
-                            "
\n"
-                        ],
-                        "text/plain": []
-                    },
-                    "metadata": {},
-                    "output_type": "display_data"
-                }
-            ],
-            "source": [
-                "# input parameters\n",
-                "parameters = {\n",
-                "    \"base_url\": BASE_URL,\n",
-                "    \"client_id\": CLIENT_ID,\n",
-                "    \"client_secret\": CLIENT_SECRET,\n",
-                "    \"authority\": AUTHORITY,\n",
-                "    \"default_scope\": DEFAULT_SCOPE,\n",
-                "    \"index\":\"evi\",\n",
-                "    \"attribute_name\": \"P\",\n",
-                "    \"buffer\": 4,\n",
-                "    \"bins\": 4,\n",
-                "    \"simplify\": \"simplify\",\n",
-                "    \"tolerance\": 1,\n",
-                "    \"data_scale\": True,\n",
-                "}\n",
-                "\n",
-                "archive_path = utils.create_heatmap_admag(\n",
-                "        imagery= imagery,\n",
-                "        farm_infO= FARM_INFO,\n",
-                "        parameters = parameters\n",
-                ")"
-            ]
-        },
-        {
-            "cell_type": "code",
-            "execution_count": 13,
-            "metadata": {},
-            "outputs": [
-                {
-                    "data": {
-                        "image/png": 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",
-                        "text/plain": [
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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "utils.view_output(archive_path, title=\"Heatmap for Phosphorus\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Generating a pH heatmap\n", - "The information about pH is available in the attribute `pH`, so we change the parameter accordingly. We found that the Photochemical Reflectance Index (PRI) has better correlation with pH values, so we adjust the index as well." - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
\n"
-                        ],
-                        "text/plain": []
-                    },
-                    "metadata": {},
-                    "output_type": "display_data"
-                },
-                {
-                    "data": {
-                        "application/vnd.jupyter.widget-view+json": {
-                            "model_id": "11e74f5327cc46c88118b507ad8b5b05",
-                            "version_major": 2,
-                            "version_minor": 0
-                        },
-                        "text/plain": [
-                            "Output()"
-                        ]
-                    },
-                    "metadata": {},
-                    "output_type": "display_data"
-                },
-                {
-                    "data": {
-                        "text/html": [
-                            "
\n"
-                        ],
-                        "text/plain": []
-                    },
-                    "metadata": {},
-                    "output_type": "display_data"
-                }
-            ],
-            "source": [
-                "# input parameters\n",
-                "parameters = {\n",
-                "    \"base_url\": BASE_URL,\n",
-                "    \"client_id\": CLIENT_ID,\n",
-                "    \"client_secret\": CLIENT_SECRET,\n",
-                "    \"authority\": AUTHORITY,\n",
-                "    \"default_scope\": DEFAULT_SCOPE,\n",
-                "    \"index\": \"pri\",\n",
-                "    \"attribute_name\": \"pH\",\n",
-                "    \"buffer\": 3,\n",
-                "    \"bins\": 3,\n",
-                "    \"simplify\": \"simplify\",\n",
-                "    \"tolerance\": 1,\n",
-                "    \"data_scale\": False,\n",
-                "}\n",
-                "\n",
-                "archive_path = utils.create_heatmap_admag(\n",
-                "        imagery=imagery,\n",
-                "        farm_infO=FARM_INFO,\n",
-                "        parameters = parameters\n",
-                ")"
-            ]
-        },
-        {
-            "cell_type": "code",
-            "execution_count": 15,
-            "metadata": {},
-            "outputs": [
-                {
-                    "data": {
-                        "image/png": 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T8c636A6SPgAAhiDpAwCM0mjbanT4AbNOt+cWkj4AAIYg6QMAjMLqfQAAEPZI+gAAo3hlq9HQpE/RBwAYhel9AAAQ9kj6AACjcMkeAAAIeyR9AIBRvF9vTrcZCkj6AAAYgqQPADBKowuX7DndnltCougPmLu4s4cQEnbNWNbZQ2gms+T2zh5C2Oozf1tnD6GZ2odzAzq+8tGZLo0EQEtCougDAOCURvv05nSboYCiDwAwCgv5AABA2CPpAwCM4pWlRlmOtxkKSPoAABiCpA8AMIrXPr053WYoIOkDAGAIkj4AwCiNLpzTd7o9t5D0AQAwBEkfAGAUk5M+RR8AYBSvbclrO3zJnsPtuaVTin4w3kvf7fuYB3pP8vboiPvcB+P9/U3VEf9NuS0Y/y0IBzzTAGdC0gcAGMXk6X0W8gEAYAiSPgDAKI2KUKPDmbfR0dbcQ9IHAMAQJH0AgFFsF1bv2yGyep+kDwCAIUj6AACjsHofAACEPZI+AMAojXaEGm2HV++HyKN1KfoAAKN4Zcnr8ES3V6FR9ZneBwDAEBR9AIBRmhbyOb0Fori4WJZl+W2JiYmtfmb16tUaPHiwunXrpqSkJE2ZMkVHjhwJqF+m978W6MNL3H5AT7By+6E+7XmgT6BjCrSPjniQUXsE+t9gODygpz2C8efk9oOrvAcCbz8i8WMXRoLWZGZmatOmTb7XkZGRZzx269atmjRpkhYvXqy8vDzt27dPt912m6ZNm6ZXXnmlzX1S9AEARnFnIV/g5/SjoqLOmu6bVFRUKC0tTXfffbckKT09XdOnT9eiRYsC6pPpfQAAHFJfX++3NTQ0nPHYqqoqJScnKz09Xfn5+aqurj7jsbm5uaqtrdVvf/tb2batgwcPat26dfr+978f0Pgo+gAAo5xeve/8JkkpKSmKj4/3bQsWLGhxDMOHD1dZWZk2btyo5cuX68CBA8rNzT3jOfrc3FytXr1aN910k6Kjo5WYmKiEhAT9/Oc/D+i7M70PAIBDampq5PF4fK9jYmJaPG7cuHG+P2dlZSknJ0cZGRlauXKlZs2a1ez4v/71r7r77rs1d+5cXXPNNaqrq9O9996r2267TStWrGjz+Cj6AACjeF14tG7Tdfoej8ev6LdVXFycsrKyVFVV1eL7CxYs0IgRI3TvvfdKkgYNGqS4uDiNHDlS8+fPV1JSUpv6oegDAIwSLAv5vqmhoUGVlZUaOXJki+8fO3ZMUVH+Jbtptb8dQN+c0wcAoIPNnj1bW7Zs0e7du/Xee+9pwoQJqq+vV2FhoSSpqKhIkyZN8h2fl5enDRs2aNmyZaqurta7776ru+++W5dffrmSk5Pb3C9JHwBgFK8iOv02vLW1tSooKNDhw4fVq1cvZWdnq6KiQqmpqZKkuro67d2713f85MmT9fnnn+s//uM/9JOf/EQJCQkaM2aMFi5cGFC/FH0AADrY2rVrW32/tLS02b677rpLd9111zn1S9EHABil0bbUaAd229y2tBkKOKcPAIAhOiXpVz46M6DjB8xd7NJI2s/U+5jDHaY+y8HU7x2MvAcuDej4UL5Xf6MLl+w18mhdAAAQTDinDwAwiteOkNfh6/S953idfkeh6AMAjML0PgAACHskfQCAUbxy/hI7r6OtuYekDwCAIUj6AACjuHMb3tDI0KExSgAAcM5I+gAAo7jzaN3QyNChMUoAAHDOSPoAAKN4Zckrp1fvh8YDdyj6QIgKh+c/hMN3QOhheh8AAIQ9kj4AwCju3IY3NDJ0aIwSAACcM5I+AMAoXtuS1+nb8DrcnltI+gAAGIKkDwAwiteFc/rchhcAAAQVkj4AwCheO0Jeh6+rd7o9t1D0AQBGaZSlRofvoOd0e24JjV9NAADAOSPpAwCMYvL0fmiMEgAAnLOQSPqVj84M6PgBcxe7NBKEg8yS2zt7CM3w4BmzuP3f4K4Zy1xtP9Q1yvlz8I2OtuYekj4AAIYIiaQPAIBTOKcPAADCHkkfAGCURjtCjQ4nc6fbcwtFHwBgFFuWvA4v5LO5OQ8AAAgmJH0AgFFMnt4PjVECAIBzRtIHABjFa1vy2s6eg3e6PbeQ9AEAMARJHwBglEZFqNHhzOt0e26h6COoBON98QEgXFD0AQBGMfmcPkUfAGAUryLkdXg63un23BIaowQAAOeMpA8AMEqjbanR4el4p9tzC0kfAABDkPQBAEYxeSEfSR8AAEOQ9AEARrHtCHkdfkCOzQN3AABAMCHpAwCM0ihLjXJ49b7D7bmFog8AMIrXdn7hndd2tDnXhGXRr3x0ZsCfGTB3sQsj6Vh95m9zvY/ah3Nd7yPY7JqxzPU+eOYAgI4QlkUfAIAz8bqwkM/p9twSGqMEAADnjKQPADCKV5a8Di+8c7o9t5D0AQAwBEkfAGAUHrgDAADCHkkfAGAUVu8DAICwR9IHABjFKxcerRsiq/cp+gAAo9guXLJnh0jRZ3ofAABDkPQBAEbx2i5M74fIJXsUfYOZ+PAcwATteYBToA/sKvcG3AWCAEUfAGAULtkDAABhj6QPADCKyef0SfoAABiCog8AMErTo3Wd3gJRXFwsy7L8tsTExDMeP3ny5GbHW5alzMzMgPpleh8AYJRgmd7PzMzUpk2bfK8jIyPPeOzSpUv1+OOP+16fOnVKgwcP1o033hhQnxR9AAA6QVRUVKvp/pvi4+MVHx/ve/3qq6/q008/1ZQpUwLqk+l9AIBRmpK+05sk1dfX+20NDQ1nHEdVVZWSk5OVnp6u/Px8VVdXt/k7rFixQldddZVSU1MD+u4UfQAAHJKSkuJL5fHx8VqwYEGLxw0fPlxlZWXauHGjli9frgMHDig3N1dHjhw5ax91dXX67//+b02bNi3g8TG9DwAwipvn9GtqauTxeHz7Y2JiWjx+3Lhxvj9nZWUpJydHGRkZWrlypWbNmtVqX6WlpUpISNC//uu/BjxOij4AAA7xeDx+Rb+t4uLilJWVpaqqqlaPs21bL7zwgm699VZFR0cH3A9Fv50CvU91MN7nPtDvIAXn9wCAQATL6v1vamhoUGVlpUaOHNnqcVu2bNHf/vY3TZ06tV39cE4fAIAONnv2bG3ZskW7d+/We++9pwkTJqi+vl6FhYWSpKKiIk2aNKnZ51asWKHhw4dr4MCB7eqXpA8AMIotBXwznba0GYja2loVFBTo8OHD6tWrl7Kzs1VRUeFbjV9XV6e9e/f6febo0aNav369li5d2u5xUvQBAEYJhun9tWvXtvp+aWlps33x8fE6duxYQP18G9P7AAAYgqQPADBKMCT9zkLSBwDAECR9AIBRSPoAACDskfQBAEYh6QMAgLBH0gcAGMW2LdkOJ3On23MLRR8AYBSvLMfvyOd0e26h6H+t8tGZAR1/dTseVhNseHhO22SW3N7ZQ2hRex6YFAj++wDCD0UfAGAUFvIBAICwR9IHABjF5IV8JH0AAAxB0gcAGIVz+gAAIOyR9AEARjH5nD5FHwBgFNuF6f1QKfpM7wMAYAiSPgDAKLYk23a+zVBA0gcAwBAk/TASjPdKd/v+8O0RjD+n9gj0ewTj3wWCR7j8f9EWXlmyDH3gDkkfAABDkPQBAEYx+ZI9kj4AAIYg6QMAjOK1LVmG3oaXog8AMIptu3DJXohcs8f0PgAAhiDpAwCMwkI+AAAQ9kj6AACjkPQBAEDYI+kDAIzCJXsIWLn35YCOHzB3sUsjCW4m3c872AXj38WuGctc7yOz5HbX+wBCBUUfAGAUk6/Tp+gDAIxyuug7vZDP0eZcw0I+AAAMQdIHABiFS/YAAEDYI+kDAIxif7053WYoIOkDAGAIkj4AwCic0wcAAGGPpA8AMIvBJ/Up+gAAs7gwvS+m9wEAQDAh6QMIa4E+1IcH9IQ/k++9T9IHAMAQJH0AgFG4ZA8AAIQ9kj4AwCy25fxqe5I+AAAIJiR9AIBRTF69T9EHAJjF4DvyMb0PAIAhSPoAAKNwyR4AAAh7JH0AgHlC5By80yj6CHl95m8L6Pjah3Ndbb89fQBAR6DoAwCMwjl9AAAQ9kj6AACzcJ0+AAAIdyR9AIBhrK83p9sMfhR9AIBZmN4HAADhjqQPADALSR8AAIQ7kj4AwCy2dXpzus0QQNIHAKCDFRcXy7Isvy0xMbHVzzQ0NOihhx5SamqqYmJilJGRoRdeeCGgfkn6HaTy0ZkBf2bA3MUujOTctOc+9MEmHL5De7j9jIL2yCy53fU+TNSef29MYtunN6fbDFRmZqY2bdrkex0ZGdnq8f/2b/+mgwcPasWKFerXr58OHTqkU6dOBdQnRR8AgE4QFRV11nTf5He/+522bNmi6upq9ezZU5KUlpYWcJ9M7wMAzGK7tEmqr6/32xoaGs44jKqqKiUnJys9PV35+fmqrq4+47Gvvfaahg0bpkWLFql379669NJLNXv2bH311VcBfXWKPgDALE0L+ZzeJKWkpCg+Pt63LViwoMUhDB8+XGVlZdq4caOWL1+uAwcOKDc3V0eOHGnx+Orqam3dulV/+ctf9Morr2jJkiVat26d7rjjjoC+OtP7AAA4pKamRh6Px/c6JiamxePGjRvn+3NWVpZycnKUkZGhlStXatasWc2O93q9sixLq1evVnx8vCTpqaee0oQJE/TMM88oNja2TeOj6AMAjGLZpzen25Qkj8fjV/TbKi4uTllZWaqqqmrx/aSkJPXu3dtX8CVpwIABsm1btbW1uuSSS9rUD9P7AAB0soaGBlVWViopKanF90eMGKH9+/friy++8O37+OOPFRERoT59+rS5H4o+AMAsLi7ka6vZs2dry5Yt2r17t9577z1NmDBB9fX1KiwslCQVFRVp0qRJvuMnTpyo888/X1OmTNFf//pXvf3227r33nv17//+722e2pco+gAAdLja2loVFBSof//+uv766xUdHa2KigqlpqZKkurq6rR3717f8d27d1d5ebk+++wzDRs2TDfffLPy8vL09NNPB9Qv5/QBAGYJgtvwrl27ttX3S0tLm+277LLLVF5eHlA/30bSBwDAECR9AIBZDH60LkUfAGAWij5M1J4Hz7j9EJZgHFOwMvXBQcGGh9sglFD0AQBmMTjps5APAABDkPQBAGYJgkv2OgtJHwAAQ5D0AQBGcfOBO8GOpA8AgCFI+gAAs7B6HwAAhDuKPgAAhmB6HwBgFEsuLORztjnXkPQBADCEZdt2iCw/wNlcHXFjZw+hmXC4L/6uGcsC/kxmye0ujAQdgXvph6/6+nrFx8cr9fGfKqJrV0fb9h4/rj0PPKSjR4/K4/E42raTSPoAABiCc/oAALNwyR4AAAh3JH0AgFkMTvoUfQCAUbj3PgAACHskfQCAWQye3ifpAwBgCJI+AMAsJH0AABDuSPoAAKOYvHqfoh9GwuE+9x2hPffSR+jiXvrAP1H0AQBmsa3Tm9NthgCKPgDALCzkAwAA4Y6kDwAwiskL+Uj6AAAYgqQPADAL5/QBAEC4I+kDAMziwjl9kj4AAAgqJH0AgFkMPqdP0QcAmMXgos/0PgAAhiDpAwgZPDwHTuDmPAAAIOxR9AEAMARFHwAAQ3BOHwBgFlbvAwCAcEfSBwAYxeTV+xR9AIB5QqRIO43pfQAADEHSBwCYhYV8AAAg3JH0AQBGYSEfwkKg9yUfMHexSyPpWLtmLHO1/WuSBwf+oYedH0c44l76QMei6AMAzMI5fQAAEO5I+gAAo5h8Tp+kDwCAIUj6AACzGHxOn6IPADCLwUWf6X0AAAxB0gcAGIWFfAAAIOyR9AEAZuGcPgAACHckfYP1mb+ts4fQTO3Dua730a576Qco0J9tR3zvjsC99BESSPoAACDckfQBAEYxefU+RR8AYBam9wEAQLij6AMAjNI0ve/0Foji4mJZluW3JSYmnvH4t956q9nxlmXpf//3fwPql+l9AAA6QWZmpjZt2uR7HRkZedbPfPTRR/J4PL7XvXr1CqhPij4AwCxBck4/Kiqq1XTfkgsvvFAJCQmBd/Y1pvcBAOgEVVVVSk5OVnp6uvLz81VdXX3WzwwdOlRJSUkaO3asNm/eHHCfFH0AgFlslzZJ9fX1fltDQ0OLQxg+fLjKysq0ceNGLV++XAcOHFBubq6OHDnS4vFJSUn6xS9+ofXr12vDhg3q37+/xo4dq7fffjugr870PgAADklJSfF7PW/ePBUXFzc7bty4cb4/Z2VlKScnRxkZGVq5cqVmzZrV7Pj+/furf//+vtc5OTmqqanRk08+qVGjRrV5fBR9AIBRrK83p9uUpJqaGr+FdjExMW36fFxcnLKyslRVVdXmPrOzs7Vq1apAhknRBwAYxsWFfB6Px6/ot1VDQ4MqKys1cuTINn/m/fffV1JSUkD9UPThqo54kExmye2BfeBhd8YRbnh4DuCe2bNnKy8vT3379tWhQ4c0f/581dfXq7CwUJJUVFSkffv2qaysTJK0ZMkSpaWlKTMzUydOnNCqVau0fv16rV+/PqB+KfoAAKMEw733a2trVVBQoMOHD6tXr17Kzs5WRUWFUlNTJUl1dXXau3ev7/gTJ05o9uzZ2rdvn2JjY5WZmanf/OY3uvbaawPql6IPAEAHW7t2bavvl5aW+r2+7777dN99951zvxR9AIBZguTmPJ2B6/QBADAESR8AYJ4QSeZOI+kDAGAIkj4AwCjBsHq/s1D0AQBmYSEfAAAIdyR9AIBRTJ7eJ+kDAGAIkr7Byr0vB/yZAXMXuzASdATupQ98jXP6AAAg3JH0AQBG4Zw+AAAIeyR9AIBZDD6nT9EHAJjF4KLP9D4AAIYg6QMAjMJCPgAAEPZI+gAAs3BOHwAAhDuSPgDAKJZty7KdjeZOt+cWij5wFrtmLAv4M5klt7swEgA4NxR9AIBZDD6nT9EHABiFS/YAAEDYI+kDAMxi8PQ+SR8AAEOQ9AEARuGcPgAACHskfQCAWTinDwAAwh1JHwBgFJPP6VP0AQBmYXofAACEO5I+4IL2PKQnUBGJH7veBxCuQmU63mkkfQAADEHSBwCYxbZPb063GQJI+gAAGIKkDwAwismX7JH0AQAwBEkfAGAWg6/Tp+gDAIxieU9vTrcZCpjeBwDAECR9AIBZDJ7eJ+kDAGAIkj4AwCgmX7JH0QfO4prkwa73sXH/Ttf7AACKPgDALNyGFwAAhDuSPgDAKCaf0yfpAwBgCJI+AMAsBl+nT9EHABiF6X0AABD2SPoAALNwyR4AAAh3JH0AgFE4pw8AAMIeSR8AYBYu2QNC164ZywI6PrPk9oCOr304N6DjJanP/G0BHR+R+HHAfQBAoCj6AACjmHxOn6IPADCL1z69Od1mCGAhHwAAhiDpAwDMYvBCPpI+AACGIOkDAIxiyYWFfM425xqSPgAAhiDpAwDMwgN3AABAuCPpAwCMYvLNeUj6AACz2C5tASguLpZlWX5bYmJimz777rvvKioqSkOGDAmsU5H0YSC379Uvte9+/QDMkpmZqU2bNvleR0ZGnvUzR48e1aRJkzR27FgdPHgw4D4p+gAAo1i2LcvhhXftaS8qKqrN6b7J9OnTNXHiREVGRurVV18NuE+m9wEAcEh9fb3f1tDQcMZjq6qqlJycrPT0dOXn56u6urrVtl988UX9/e9/17x589o9Poo+AMAsXpc2SSkpKYqPj/dtCxYsaHEIw4cPV1lZmTZu3Kjly5frwIEDys3N1ZEjR1o8vqqqSg888IBWr16tqKj2T9IzvQ8AgENqamrk8Xh8r2NiYlo8bty4cb4/Z2VlKScnRxkZGVq5cqVmzZrld2xjY6MmTpyoRx55RJdeeuk5jY+iDwAwipvn9D0ej1/Rb6u4uDhlZWWpqqqq2Xuff/65duzYoffff1933nmnJMnr9cq2bUVFRen3v/+9xowZ06Z+KPoAAHSyhoYGVVZWauTIkc3e83g8+vOf/+y3r6SkRG+++abWrVun9PT0NvdD0QcAmCUIHq07e/Zs5eXlqW/fvjp06JDmz5+v+vp6FRYWSpKKioq0b98+lZWVKSIiQgMHDvT7/IUXXqiuXbs22382FH0AgFmC4N77tbW1Kigo0OHDh9WrVy9lZ2eroqJCqampkqS6ujrt3bvX2TGKog8AQIdbu3Ztq++Xlpa2+n5xcbGKi4sD7peiDwAwCvfeBwAAYY+kj4BUPjozoOMHzF3s0kj+qT33xndboD8nAB0oCM7pdxaSPgAAhiDpAwCMYnlPb063GQpI+gAAGIKkDwAwi8Hn9Cn6AACzBMEd+ToL0/sAABiCpA8AMIqbT9kLdiR9AAAMQdIHAJjF4IV8JH0AAAxB0gcAmMWW5PTNdEIj6JP0AQAwBUkfAGAUk1fvU/QBAGax5cJCPmebcwvT+wAAGIKkDwAwC5fsAQCAcEfSBwCYxSvJcqHNEEDSBwDAECR9AIBRTL5kj6QPAIAhSPoAALMYvHqfog8AMIvBRZ/pfQAADEHSB86i8tGZnT0EAE4i6QMAgHBH0gcAmIWb8wAAgHBH0gcAGIWb8wAAgLBH0gcAmMXg1fsUfQCAWby2ZDlcpL2hUfSZ3gcAwBAkfQCAWQye3ifpAwBgCJI+AMAwLiR9hUbSp+jDVYHet37A3MUujQQAQNEHAJiFc/oAACDckfQBAGbx2nL8HHyIXKdP0QcAmMX2nt6cbjMEML0PAIAhSPoAALOwkA8AAIQ7kj4AwCwGL+Qj6QMAYAiSPgDALJzTBwAA4Y6kDwAwiy0Xkr6zzbmFog/jBPoQIAAIFxR9AIBZDD6nT9EHAJjF65Xk8G1zvdyGFwAABBGSPgDALAZP75P0AQAwBEkfAGAWkj4AAAh3JH0AgFl44A4AAAh3JH0AgFFs2yvbdva6eqfbcwtFHwBgFtt2fjo+RBbyUfQRVLgvPgC4h6IPADCL7cJCvhBJ+izkAwDAECR9AIBZvF7JcnjhXYgs5CPpAwBgCIo+AMAsTbfhdXoLQHFxsSzL8tsSExPPePzWrVs1YsQInX/++YqNjdVll12mxYsXB/zVmd4HAKATZGZmatOmTb7XkZGRZzw2Li5Od955pwYNGqS4uDht3bpV06dPV1xcnH70ox+1uU+KPgDAKLbXK9vhc/rtuTlPVFRUq+n+m4YOHaqhQ4f6XqelpWnDhg165513Air6TO8DAMzi4vR+fX2939bQ0HDGYVRVVSk5OVnp6enKz89XdXV1m7/C+++/r23btumKK64I6KtT9AEAcEhKSori4+N924IFC1o8bvjw4SorK9PGjRu1fPlyHThwQLm5uTpy5Eir7ffp00cxMTEaNmyY7rjjDk2bNi2g8TG9DwAwi9eWLHduzlNTUyOPx+PbHRMT0+Lh48aN8/05KytLOTk5ysjI0MqVKzVr1qwzdvPOO+/oiy++UEVFhR544AH169dPBQUFbR4mRR8AAId4PB6/ot9WcXFxysrKUlVVVavHpaenSzr9i8LBgwdVXFwcUNFneh8AYBbbPn0zHUe3c5s5aGhoUGVlpZKSkgL4GnarawZaQtIHAKCDzZ49W3l5eerbt68OHTqk+fPnq76+XoWFhZKkoqIi7du3T2VlZZKkZ555Rn379tVll10m6fR1+08++aTuuuuugPql6AMAjGJ7bdkOn9O3A0z6tbW1Kigo0OHDh9WrVy9lZ2eroqJCqampkqS6ujrt3bvXd7zX61VRUZF2796tqKgoZWRk6PHHH9f06dMD6teyAx0pAAAhqL6+XvHx8boyaoKirC6Otn3KPqnNp9bp6NGj7Tqn31FI+gAAs9heSWY+cIeiDwAwSjBM73cWVu8DAGAIkj4AwCxM7wMAYIZTOik5PBt/SiedbdAlFH0AgBGio6OVmJiorQd+60r7iYmJio6OdqVtp3DJHgDAGMePH9eJEydcaTs6Olpdu3Z1pW2nUPQBADAEq/cBADAERR8AAENQ9AEAMARFHwAAQ1D0AQAwBEUfAABDUPQBADDE/wcMYDOQOgA7/AAAAABJRU5ErkJggg==",
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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "utils.view_output(archive_path, title=\"Heatmap for Phosphorus\")" - ] - } - ], - "metadata": { - "description": "Using soil samples from a farm retrieved with ADMAg, train a Random Forest model to estimate a heatmap of soil nutrients.", - "disk_space": "~1GB", - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.8.15" - }, - "name": "Nutrient Heatmap Estimation with ADMAg integration", - "running_time": "<1 minute", - "tags": [ - "Sustainability", - "Index Computation", - "Model Training", - "Sentinel", - "Working with Custom Workflows", - "ADMAg - Microsoft Azure Data Manager for Agriculture" - ], - "vscode": { - "interpreter": { - "hash": "2aa0580ea024b7f7eb69f04a32a9c9b086c2434662745a322e5dbb797c6875b3" - } - } + "cells": [ + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# FarmVibes.AI Nutrients Heatmap\n", + "\n", + "This notebook demonstrates how to run the heatmap workflow on sentinel imagery by integrating with [Microsoft Azure Data Manager for Agriculture (ADMAg)](https://learn.microsoft.com/en-us/azure/data-manager-for-agri/). The workflow accepts Party_ID and Seasonal_Field_ID information to download samples of soil properties (such as carbon and nitrogen) from ADMAg, and generate an interpolated heatmap based on the input imagery. The notebook is using the ADMAg version 2023-11-01-preview for demonstration.\n", + "\n", + "### Micromamba environment setup\n", + "Before running this notebook, let's build a micromamba environment. If you do not have micromamba installed, please follow the instructions from the [micromamba installation guide](https://mamba.readthedocs.io/en/latest/installation/micromamba-installation.html).\n", + "\n", + "```bash\n", + "$ micromamba env create -f ./nutrients.yaml\n", + "$ micromamba activate nutrients-seg\n", + "```\n", + "\n", + "### ADMAg environment setup\n", + "Microsoft Azure Data Manager for Agriculture requires registration and is available to only approved customers and partners during the preview period. To setup the required environment, please go through the [ADMAg User Guide](https://learn.microsoft.com/en-us/azure/data-manager-for-agri/quickstart-install-data-manager-for-agriculture).\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Useful libraries\n", + "\n", + "Below are the main libraries used for this example and other useful links:\n", + "- [NumPy](https://github.com/numpy/numpy) is a python package that provides powerful N-dimensional array object, broadcasting functions and useful linear algebra, Fourier transform, and random number capabilities.\n", + "- [pandas](https://github.com/scikit-learn/scikit-learn) is a Python package that provides fast, flexible, and expressive data structures designed to make working with \"relational\" or \"labeled\" data both easy and intuitive.\n", + "- [rasterio](https://github.com/rasterio/rasterio) is a library for reading and writing geospatial raster data. It is used on torchgeo and rioxarray. It is a good option when reading/writing GeoTIFFs.\n", + "- [Scikit-Learn](https://github.com/scikit-learn/scikit-learn) is a Python package for machine learning built on top of SciPy. It Simple and efficient tools for predictive data analysis.\n", + "- [Shapely](https://github.com/shapely/shapely) is a library for manipulating geometric shapes." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Imports & API Client" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "from datetime import datetime\n", + "\n", + "from notebook_lib import utils\n", + "\n", + "from vibe_core.client import get_default_vibe_client" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Workflow Inputs\n", + "Below inputs required for workflow execution to perform ADMAg Authentication and accessing resources. please go through the [ADMAg User Guide](https://learn.microsoft.com/en-us/azure/data-manager-for-agri/quickstart-install-data-manager-for-agriculture)." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "#URL to access the registered app\n", + "BASE_URL = \"\"\n", + "# Value uniquely identifies registered application in the Microsoft identity platform.\n", + "CLIENT_ID = \"\"\n", + "# Secret value generated by the app registration process in the Microsoft identity platform.\n", + "CLIENT_SECRET = \"\"\n", + "# URL to which the user is redirected to give consent to the app.\n", + "AUTHORITY = \"\"\n", + "# default azure OAuth2 permissions\n", + "DEFAULT_SCOPE = \"\"" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Below inputs required to query the seasonal field information from ADMAg repository" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "# Farm information\n", + "FARM_INFO = {\n", + " \"party_id\": \"\",\n", + " \"seasonal_field_id\": '',\n", + "}" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
     },
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-    "nbformat_minor": 2
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+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "parameters = {\n",
+    "    \"base_url\": BASE_URL,\n",
+    "    \"client_id\": CLIENT_ID,\n",
+    "    \"client_secret\": CLIENT_SECRET,\n",
+    "    \"authority\": AUTHORITY,\n",
+    "    \"default_scope\": DEFAULT_SCOPE,\n",
+    "}\n",
+    "\n",
+    "seasonal_field_obj = utils.get_seasonal_field(farm_infO=FARM_INFO, parameters=parameters)\n",
+    "FARM_BOUNDARY = seasonal_field_obj.geometry"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Satellite imagery\n",
+    "Below we outline two methods for getting a raster that contains the satellite imagery used to generate the heatmap. Run the appropriate section below to ingest the data according to your preference.\n",
+    "\n",
+    "### 1. Use the FarmVibes.AI workfow\n",
+    "FarmVibes.AI has several workflows that will ingest and preprocess data from many sources. We demonstrate how to obtain Sentinel-2 imagery for a desired location (our field boundary) and time range (some time around when the field samples were collected)."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "START_DATE=datetime(day=30, month=6, year=2022)\n",
+    "END_DATE=datetime(day=2, month=7, year=2022)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "
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+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
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+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# For the farm boundary, the EPSG code for the coordinate system (CRS) must be 4326.\n",
+    "imagery = utils.get_raster_from_cluster_using_geometry(\n",
+    "    farm_boundary=FARM_BOUNDARY,\n",
+    "    time_range=(START_DATE, END_DATE)\n",
+    ")"
+   ]
+  },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Heatmap workflow\n",
+    "The heatmap workflow will run the following tasks:\n",
+    "- Download sensor samples from ADMAg. Accuracy of the heatmap will depend on the number of samples.\n",
+    "- Compute vegetation indices from the provided raster.\n",
+    "- Clip index raster and sensor samples using the field boundary.\n",
+    "- Bin sample values.\n",
+    "- Train a spatial interpolation model using the vegetation index as input and the sample bin as output.\n",
+    "- Predict nutrient for the whole region at the raster resolution.\n",
+    "- Generate shapefiles for each bin from the prediction raster.\n",
+    "\n",
+    "The workflow can be customized via several parameters. Their default values and descriptions can be accessed via the client."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "
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+     },
+     "metadata": {},
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+    },
+    {
+     "data": {
+      "text/html": [
+       "
Workflow: farm_ai/agriculture/heatmap_using_classification_admag\n",
+       "
\n" + ], + "text/plain": [ + "\u001b[1;32mWorkflow:\u001b[0m \u001b[1;4;38;5;27mfarm_ai/agriculture/heatmap_using_classification_admag\u001b[0m\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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+       "Description:\n",
+       "
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    This workflow integrate the ADMAG API to download prescriptions and generate heatmap. The       \n",
+       "    prescriptions are related with farm boundary and the nutrient information. Each prescription    \n",
+       "    represent a sensor sample at a location within a farm boundary.                                 \n",
+       "
\n" + ], + "text/plain": [ + " This workflow integrate the ADMAG API to download prescriptions and generate heatmap. The \n", + " prescriptions are related with farm boundary and the nutrient information. Each prescription \n", + " represent a sensor sample at a location within a farm boundary. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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+       "Sources:\n",
+       "
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    - admag_input (vibe_core.data.farm.ADMAgSeasonalFieldInput): Required inputs to download        \n",
+       "    prescriptions from admag.                                                                       \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1madmag_input\u001b[0m (\u001b[34mvibe_core.data.farm.ADMAgSeasonalFieldInput\u001b[0m): Required inputs to download \n", + " prescriptions from admag. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - input_raster (vibe_core.data.rasters.Raster): Input raster for index computation.             \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1minput_raster\u001b[0m (\u001b[34mvibe_core.data.rasters.Raster\u001b[0m): Input raster for index computation. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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+       "Sinks:\n",
+       "
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    - result (vibe_core.data.core_types.DataVibe): Zip file containing cluster geometries.          \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mresult\u001b[0m (\u001b[34mvibe_core.data.core_types.DataVibe\u001b[0m): Zip file containing cluster geometries. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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+       "Parameters:\n",
+       "
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    - base_url (default: None): URL to access the registered app                                    \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mbase_url\u001b[0m (\u001b[34mdefault: None\u001b[0m): URL to access the registered app \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - client_id (default: None): Value uniquely identifies registered application in the Microsoft  \n",
+       "    identity platform. Visit url                                                                    \n",
+       "    https://learn.microsoft.com/en-us/azure/active-directory/develop/quickstart-register-app to     \n",
+       "    register the app.                                                                               \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mclient_id\u001b[0m (\u001b[34mdefault: None\u001b[0m): Value uniquely identifies registered application in the Microsoft \n", + " identity platform. Visit url \n", + " https://learn.microsoft.com/en-us/azure/active-directory/develop/quickstart-register-app to \n", + " register the app. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - client_secret (default: None): Sometimes called an application password, a client secret is a \n",
+       "    string value your app can use in place of a certificate to identity itself.                     \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mclient_secret\u001b[0m (\u001b[34mdefault: None\u001b[0m): Sometimes called an application password, a client secret is a \n", + " string value your app can use in place of a certificate to identity itself. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - authority (default: None): The endpoint URIs for your app are generated automatically when you\n",
+       "    register or configure your app. It is used by client to obtain authorization from the resource  \n",
+       "    owner                                                                                           \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mauthority\u001b[0m (\u001b[34mdefault: None\u001b[0m): The endpoint URIs for your app are generated automatically when you\n", + " register or configure your app. It is used by client to obtain authorization from the resource \n", + " owner \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - default_scope (default: None): URL for default azure OAuth2 permissions                       \n",
+       "
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    - attribute_name (default: C): Nutrient property name in sensor samples geojson file. For       \n",
+       "    example CARBON (C), Nitrogen (N), Phosphorus (P) etc.,                                          \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mattribute_name\u001b[0m (\u001b[34mdefault: C\u001b[0m): Nutrient property name in sensor samples geojson file. For \n", + " example CARBON (C), Nitrogen (N), Phosphorus (P) etc., \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - buffer (default: 3): Offset distance from sample to perform interpolate operations with       \n",
+       "    raster.                                                                                         \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mbuffer\u001b[0m (\u001b[34mdefault: 3\u001b[0m): Offset distance from sample to perform interpolate operations with \n", + " raster. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - index (default: ndvi): Type of index to be used to generate heatmap. For example - evi, pri   \n",
+       "    etc.,                                                                                           \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mindex\u001b[0m (\u001b[34mdefault: ndvi\u001b[0m): Type of index to be used to generate heatmap. For example - evi, pri \n", + " etc., \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - bins (default: 4): Possible number of groups used to move value to nearest group using [numpy \n",
+       "    histogram](https://numpy.org/doc/stable/reference/generated/numpy.histogram.html) and to        \n",
+       "    pre-process the data to support model training with classification .                            \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mbins\u001b[0m (\u001b[34mdefault: 4\u001b[0m): Possible number of groups used to move value to nearest group using [numpy \n", + " histogram](https://numpy.org/doc/stable/reference/generated/numpy.histogram.html) and to \n", + " pre-process the data to support model training with classification . \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - simplify (default: simplify): Replace small polygons in input with value of their largest     \n",
+       "    neighbor after converting from raster to vector. Accepts 'simplify' or 'convex' or 'none'.      \n",
+       "
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    - tolerance (default: 1.0): All parts of a [simplified                                          \n",
+       "    geometry](https://geopandas.org/en/stable/docs/reference/api/geopandas.GeoSeries.simplify.html) \n",
+       "    will be no more than tolerance distance from the original. It has the same units as the         \n",
+       "    coordinate reference system of the GeoSeries. For example, using tolerance=100 in a projected   \n",
+       "    CRS with meters as units means a distance of 100 meters in reality.                             \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mtolerance\u001b[0m (\u001b[34mdefault: 1.0\u001b[0m): All parts of a [simplified \n", + " geometry](https://geopandas.org/en/stable/docs/reference/api/geopandas.GeoSeries.simplify.html) \n", + " will be no more than tolerance distance from the original. It has the same units as the \n", + " coordinate reference system of the GeoSeries. For example, using tolerance=100 in a projected \n", + " CRS with meters as units means a distance of 100 meters in reality. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - data_scale (default: False): Accepts True or False. Default is False. On True, it scale data  \n",
+       "    using [StandardScalar]                                                                          \n",
+       "    (https://scikit-learn.org/stable/modules/generated/sklearn.preprocessing.StandardScaler.html)   \n",
+       "    from scikit-learn package.  It Standardize features by removing the mean and scaling to unit    \n",
+       "    variance.                                                                                       \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mdata_scale\u001b[0m (\u001b[34mdefault: False\u001b[0m): Accepts True or False. Default is False. On True, it scale data \n", + " using [StandardScalar] \n", + " (https://scikit-learn.org/stable/modules/generated/sklearn.preprocessing.StandardScaler.html) \n", + " from scikit-learn package. It Standardize features by removing the mean and scaling to unit \n", + " variance. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - max_depth (default: 50): The maximum depth of the tree. If None, then nodes are expanded until\n",
+       "    all leaves are pure or until all leaves contain less than min_samples_split samples. For more   \n",
+       "    details refer to                                                                                \n",
+       "    (https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.RandomForestClassifier.html)\n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mmax_depth\u001b[0m (\u001b[34mdefault: 50\u001b[0m): The maximum depth of the tree. If None, then nodes are expanded until\n", + " all leaves are pure or until all leaves contain less than min_samples_split samples. For more \n", + " details refer to \n", + " (https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.RandomForestClassifier.html)\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - n_estimators (default: 25): The number of trees in the forest. For more details refer to      \n",
+       "    (https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.RandomForestClassifier.html)\n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mn_estimators\u001b[0m (\u001b[34mdefault: 25\u001b[0m): The number of trees in the forest. For more details refer to \n", + " (https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.RandomForestClassifier.html)\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - random_state (default: 100): Controls both the randomness of the bootstrapping of the samples \n",
+       "    used when building trees (if bootstrap=True) and the sampling of the features to consider when  \n",
+       "    looking for the best split at each node (if max_features < n_features). For more details refer  \n",
+       "    to                                                                                              \n",
+       "    (https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.RandomForestClassifier.html)\n",
+       "
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+       "Tasks:\n",
+       "
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    - prescriptions: Fetches prescriptions using ADMAg (Microsoft Azure Data Manager for            \n",
+       "    Agriculture).                                                                                   \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mprescriptions\u001b[0m: Fetches prescriptions using ADMAg (Microsoft Azure Data Manager for \n", + " Agriculture). \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - soil_sample_heatmap_classification: Utilizes input Sentinel-2 satellite imagery & the sensor  \n",
+       "    samples as labeled data that contain nutrient information (Nitrogen, Carbon, pH, Phosphorus) to \n",
+       "    train a model using Random Forest classifier. The inference operation predicts nutrients in soil\n",
+       "    for the chosen farm boundary.                                                                   \n",
+       "                                                                                                    \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1msoil_sample_heatmap_classification\u001b[0m: Utilizes input Sentinel-2 satellite imagery & the sensor \n", + " samples as labeled data that contain nutrient information (Nitrogen, Carbon, pH, Phosphorus) to \n", + " train a model using Random Forest classifier. The inference operation predicts nutrients in soil\n", + " for the chosen farm boundary. \n", + " \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "client = get_default_vibe_client()\n", + "client.document_workflow(\"farm_ai/agriculture/heatmap_using_classification_admag\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Generating a Nitrogen heatmap\n", + "We demonstrate how to generate a nitrogen heatmap using the Enhanced Vegetation Index (EVI). In the provided sample file, the sensor samples have nitrogen information in attribute `N`. Parameters for a workflow run are defined in a dict as shown below." + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# input parameters\n",
+    "parameters = {\n",
+    "    \"base_url\": BASE_URL,\n",
+    "    \"client_id\": CLIENT_ID,\n",
+    "    \"client_secret\": CLIENT_SECRET,\n",
+    "    \"authority\": AUTHORITY,\n",
+    "    \"default_scope\": DEFAULT_SCOPE,\n",
+    "    \"index\": \"evi\",\n",
+    "    \"attribute_name\": \"N\",\n",
+    "    \"buffer\": 3,\n",
+    "    \"bins\": 4,\n",
+    "    \"simplify\": \"simplify\",\n",
+    "    \"tolerance\": 1,\n",
+    "    \"data_scale\": True,\n",
+    "}\n",
+    "\n",
+    "archive_path = utils.create_heatmap_admag(\n",
+    "        imagery= imagery,\n",
+    "        farm_infO= FARM_INFO,\n",
+    "        parameters = parameters\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'/home/azureuser/.cache/farmvibes-ai/data/assets/8d11c61e-afc3-4656-aaf7-65503a7937d0/result.zip'"
+      ]
+     },
+     "execution_count": 11,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "archive_path"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Output visualization\n",
+    "We use matplotlib and geopandas to display the results of the workflow from the shapefiles. This is a quick way to get a high level view the workflow output. To get a more detailed look, we recommend opening the generated files and input raster in a geographic analysis platform, such as [QGIS](https://www.qgis.org/en/site/). This will allow you to zoom in and more closely examine the results."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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hQBEAALDChQsXVFRcocM7Wymtkbej4SVfOmrZ7ZAuXLhAEQAAQKxq2Minho283c3UUWR2R400JgYCAGApkgAAgFUqjKMKj5+QU2EcbxuMEooAAIBVHBk58rYK8Lq9aGE4AAAAS5EEAACs4siR1+G99y1GB0kAAACWIgkAAFilwhhVeLx3ntftRQtJAAAAliIJAABYhdUBQSQBAABYiiQAAGAVR0YVJAGSKAIAAJZhOCCI4QAAACxFEgAAsApLBINIAgAAsBRJAADAKs7Xh9dtxiOSAAAALEUSAACwSkUElgh63V60xEUR4BS1resu1Im2Kx6s6y7EhZwnPqzrLlRR+Eyvuu5CXDg4eWJddwGwWlwUAQAAeKXCXDq8bjMeUQQAAKzCxMAgJgYCAGApkgAAgFUc+VQhn+dtxiOSAAAALEUSAACwimMuHV63GY9IAgAAsBRJAADAKhURmBPgdXvRQhIAAIClSAIAAFYhCQiiCAAAWMUxPjnG4yWCHrcXLXVSBNi6F0C49t//fETbj8W9CWJxHwBEzg3zFoR1va0/H+HuRcGeDKgpkgAAgFUYDghiYiAAAJYiCQAAWKVCCarw+HfgCk9bix6SAAAALEUSAACwionA6gATp6sDSAIAALAUSQAAwCqsDggiCQAAwFIkAQAAq1SYBFUYj1cHxOlWwhQBAACrOPLJ8TgIdxSfVQDDAQAAWIokAABgFSYGBlEEICy2buASrnA/p3A3iEHkbDj2SVjX9w10Dvsekf7zDndjJolNh2xFEQAAsEpkJgYyJwAAAMQRkgAAgFUurQ7wdgzf6/aihSQAAABLkQQAAKziRGAr4Xh9TgBFAADAKkwMDGI4AAAAS5EEAACs4iiBxwZ/jSQAAABLkQQAAKxSYXyqMB4/Ntjj9qKFJAAAAEvVSRKQ4N8f1vVOUdsI9SS2tV3xYETbZx+AmuG5/riSaPx8RGMvinD3G4jnvQYqIrBEsII5AQAAIJ4wJwAAYBXHJMjx+DkBTpw+J4AiAABgFYYDghgOAADAUiQBAACrOPJ+SZ/jaWvRQxIAAIClSAIAAFaJzGOD4/N36vjsNQAAqDWSAACAVSKzlXB8/k4dn70GAAC1RhIAALCKI58ceb06ID43EKIIiJJI7wNwNa7m+eLsN4C6FIs/s/vvfz7s98TiviA27ZHBcEBQfPYaAIA4tnXrVg0cOFCBQEA+n09r1qy57LW//OUv5fP5tHDhwpDzJ0+e1PDhw5WWlqaMjAyNGjVKpaWlYfWDIgAAYJXKxwZ7fYTj7Nmz6ty5s5YuXXrF69544w393//9nwKBQJXXhg8frr1792rjxo1at26dtm7dqjFjxoTVD4YDAACIsn79+qlfv35XvObo0aN6+OGHtWHDBg0YMCDktc8//1zr16/Xxx9/rO7du0uSFi9erP79+2v+/PnVFg3VIQkAAFjFMb6IHJJUUlIScpw/f/7q+ug4uu+++/T444+rQ4cOVV7ftm2bMjIy3AJAkvLy8pSQkKDt27fX+D4UAQAAeCQ7O1vp6enukZ+ff1XtzJ07V4mJiRo/fny1rxcVFalZs2Yh5xITE5WZmamioqIa34fhAACAVZwIbCVc+djgI0eOKC0tzT2fnJwcdls7d+7Uc889p127dsnni+zSQ5IAAAA8kpaWFnJcTRHw3nvvqbi4WC1atFBiYqISExN1+PBhPfroo2rVqpUkye/3q7i4OOR95eXlOnnypPx+f43vRRIAALCKYxLkeLyu38v27rvvPuXl5YWc69u3r+677z6NHDlSktSzZ0+dPn1aO3fuVLdu3SRJmzZtkuM46tGjR43vRREAALBKhXyq8PgJf+G2V1paqoMHD7pfFxYWas+ePcrMzFSLFi3UpEmTkOvr168vv9+vG2+8UZLUvn173XnnnRo9erQKCgp08eJFjRs3TsOGDavxygCJ4QAAAKJux44d6tq1q7p27SpJmjRpkrp27arp06fXuI2VK1eqXbt2uuOOO9S/f3/17t1by5YtC6sfJAEAAKvEwnBAbm6ujDE1vv7QoUNVzmVmZmrVqlVh3ffbSAIAALBUXCQBCf79YV3vFLWNUE+Cwt0AJBY3Gbka4W4ywoZDsSMafxaxuAlN+H36JKyr+wY6h9m+lKPw/iyi8d9d2O+ZPDHse8SKCoU/hl+TNuMRSQAAAJaKiyQAAACvxMKcgFgRn70GAAC1RhIAALBKhUlQhce/uXvdXrRQBAAArGLkk+PxxEDjcXvREp+lCwAAqDWSAACAVRgOCIrPXgMAgFojCQAAWMUxPjnG2zF8r9uLFpIAAAAsRRIAALBKhRJU4fHvwF63Fy0UAV+Lxef0h7vfQDS+Bxv3Aria79nWPRYi/X3E4t4EsYjPCTVFEQAAsApzAoIoAgAAVnGUIMfj+N7r9qIlPnsNAABqjSQAAGCVCuNThcfxvdftRQtJAAAAliIJAABYhYmBQSQBAABYiiQAAGAVYxLkeLzhj2EDIQAAEE9IAgAAVqmQTxXyeHWAx+1FC0UAAMAqjvF+Ip9jPG0uar6XRUCCf/9VvGuB5/2orVjcz4BnktfM92UvgO+DcP8s2irM/+6eCe9yIJZ8L4sAAAAux4nAxECv24uW+Ow1AACoNZIAAIBVHPnkeDyRz+v2ooUkAAAAS5EEAACswgZCQSQBAABYiiQAAGAVVgcExWevAQBArZEEAACs4igCWwnH6eoAigAAgFVMBJYImjgtAhgOAADAUiQBAACrOCYCwwFxukSQIgBA3GBjpsjZf//zYb5jYkT6geiiCAAAWIUlgkHx2WsAAFBrJAEAAKswJyCIJAAAAEuRBAAArMJWwkEUAQAAqzAcEMRwAAAAliIJAABYhSQgiCQAAABLkQQAAKxCEhBEEgAAgKVIAr4W/nOzw9M30Dns9+QovOekFz7TK+x7IDZsOPZJ2O+5mp8p2CHS/z+LdyQBQSQBAABYiiQAAGAVI+8f7mM8bS16KAIAAFZhOCCI4QAAACxFEgAAsApJQBBJAAAAliIJAABYhSQgiCQAAABLkQQAAKxCEhBEEgAAgKVIAgAAVjHGJ+Pxb+5etxctFAEAAKs48nn+xECv24sWioCvJfj3h3W9U9Q2rOujsUFMzhNsOFQT0ficrubPO9buwQZFwPcfRQAAwCpMDAxiYiAAAJYiCQAAWIWJgUEkAQAAWIokAABgFeYEBJEEAABgKZIAAIBVmBMQRBEAALCKicBwQLwWAQwHAABgKZIAAIBVjCRjvG8zHpEEAABgKZKAKGm74sHw3/SM9/1A+MLda0CS+j4R+efuh7t3QNg/g1H4+buazxbf7ar+fxOmg5MjfouIceSTjw2EJJEEAABgLZIAAIBVWCIYRBIAAIClSAIAAFZxjE8+HhssiSIAAGAZYyKwRDBO1wgyHAAAgKVIAgAAVmFiYBBJAAAAlqIIAABYpTIJ8PoIx9atWzVw4EAFAgH5fD6tWbPGfe3ixYuaMmWKOnXqpAYNGigQCOj+++/XsWPHQto4efKkhg8frrS0NGVkZGjUqFEqLS0Nqx8UAQAARNnZs2fVuXNnLV26tMpr586d065duzRt2jTt2rVLr7/+uvbt26ef/exnIdcNHz5ce/fu1caNG7Vu3Tpt3bpVY8aMCasfzAkAAFglFpYI9uvXT/369av2tfT0dG3cuDHk3JIlS3TLLbfoL3/5i1q0aKHPP/9c69ev18cff6zu3btLkhYvXqz+/ftr/vz5CgQCNeoHRcBVSvDvD+v6nCfujlBPggqf6RXxewBeCvdnlr0GEOtKSkpCvk5OTlZycnKt2z1z5ox8Pp8yMjIkSdu2bVNGRoZbAEhSXl6eEhIStH37dv385z+vUbsMBwAArFL5nACvD0nKzs5Wenq6e+Tn59e6v2VlZZoyZYruuecepaWlSZKKiorUrFmzkOsSExOVmZmpoqKiGrdNEgAAsMqlv7S9XiJ46Z9Hjhxx/6KWVOsU4OLFixo6dKiMMXr++edr1VZ1KAIAAPBIWlpaSBFQG5UFwOHDh7Vp06aQdv1+v4qLi0OuLy8v18mTJ+X3+2t8D4YDAABWiYUlgt+lsgA4cOCA3nnnHTVp0iTk9Z49e+r06dPauXOne27Tpk1yHEc9evSo8X1IAgAAiLLS0lIdPHjQ/bqwsFB79uxRZmammjdvriFDhmjXrl1at26dKioq3HH+zMxMJSUlqX379rrzzjs1evRoFRQU6OLFixo3bpyGDRtW45UBEkUAAMAy5uvD6zbDsWPHDt1+++3u15MmTZIkjRgxQjNmzNDatWslSV26dAl53+bNm5WbmytJWrlypcaNG6c77rhDCQkJuuuuu7Ro0aKw+kERAABAlOXm5spcYevBK71WKTMzU6tWrapVPygCAABWYQOhICYGAgBgKZIAAIBdYmFSQIygCAAA2CUCwwFiOAAAAMQTkgBEVLgbvlzNJkixuKlMNDZzaruCDaNqgo218G3ffNa/l23GI5IAAAAsRRIAALAKSwSDSAIAALAUSQAAwC7G5/1sfpIAAAAQT0gCAABWYXVAEEUAAMAuPDHQxXAAAACWIgkAAFiFJYJBJAEAAFiKJAAAYJ84HcP3GkVADIvFZ55H+jn9sbgPAGJHLP43AcQzigAAgFWYExDEnAAAACxFEgAAsAvPCXCRBAAAYCmSAACAZXxfH163GX8oAgAAdmE4wMVwAAAAliIJAADYhSTARRIAAIClSAIAAHYxvkuH123GIZIAAAAsRRIQJRud1WG/54Z5CyLQk9qJxWe3x+J+A9HoUyz+WSA2HJw8sa67ENOMuXR43WY8IgkAAMBSJAEAALuwOsBFEQAAsAsTA10MBwAAYCmSAACAVXzm0uF1m/GIJAAAAEuRBAAA7MLEQBdJAAAAliIJAADYhdUBLpIAAAAsRRIAALALcwJcFAEAALtQBLgoAgCgFtisB/GMIgAAYBeSABcTAwEAsBRJAADALiwRdJEEAABgKZIAAIBV2EAoiCQAAABLkQQAAOzC6gAXSQAAAJaiCAAAwFIMBwAArOJTBCYGettc1JAEAABgKZKAGBbuM8lvmLcgQj2JnpwnPqzrLsBy7AVgAR4W5CIJAADAUiQBAAC7sETQRRIAAIClSAIAAHYhCXBRBAAArMLeAUEMBwAAYCmSAACAXRgOcJEEAABgKZIAAIBdSAJcJAEAAFiKJAAAYBVWBwRRBCCiYnEvgMJnekX8HuF+39Hok63YCwC4PIoAAIBd2EDIRREAALALEwNdTAwEAMBSJAEAAKswMTCIJAAAAEuRBAAA7MKcABdJAAAAliIJAADYJQJzAkgCAABAXCEJAADYhTkBLooAAIBdKAJcDAcAAGApkgCEJRY3BIpFbAgUGWwGBC/wsKAgkgAAACxFEQAAgKUoAgAAsBRFAADALiZCRxi2bt2qgQMHKhAIyOfzac2aNaFdNEbTp09X8+bNlZqaqry8PB04cCDkmpMnT2r48OFKS0tTRkaGRo0apdLS0rD6QREAAECUnT17Vp07d9bSpUurfX3evHlatGiRCgoKtH37djVo0EB9+/ZVWVmZe83w4cO1d+9ebdy4UevWrdPWrVs1ZsyYsPrB6gAAgFViYXVAv3791K9fv2pfM8Zo4cKFmjp1qgYNGiRJWrFihbKysrRmzRoNGzZMn3/+udavX6+PP/5Y3bt3lyQtXrxY/fv31/z58xUIBGrUD5IAAIB9IjQUUFJSEnKcP38+7K4VFhaqqKhIeXl57rn09HT16NFD27ZtkyRt27ZNGRkZbgEgSXl5eUpISND27dtrfC+KAAAAPJKdna309HT3yM/PD7uNoqIiSVJWVlbI+aysLPe1oqIiNWvWLOT1xMREZWZmutfUBMMBAAC7RPCxwUeOHFFaWpp7Ojk52eMbeYskAAAAj6SlpYUcV1ME+P1+SdLx48dDzh8/ftx9ze/3q7i4OOT18vJynTx50r2mJigCAABWqZwY6PXhlZycHPn9fr377rvuuZKSEm3fvl09e/aUJPXs2VOnT5/Wzp073Ws2bdokx3HUo0ePGt+L4YDvkXCfq37DvAUR6glQM+wFAFuVlpbq4MGD7teFhYXas2ePMjMz1aJFC02YMEGzZ89WmzZtlJOTo2nTpikQCGjw4MGSpPbt2+vOO+/U6NGjVVBQoIsXL2rcuHEaNmxYjVcGSBQBAADbxMBWwjt27NDtt9/ufj1p0iRJ0ogRI/TSSy9p8uTJOnv2rMaMGaPTp0+rd+/eWr9+vVJSUtz3rFy5UuPGjdMdd9yhhIQE3XXXXVq0aFFY/aAIAAAgynJzc2XM5SsHn8+nmTNnaubMmZe9JjMzU6tWrapVPygCAABWiYWHBcUKJgYCAGApkgAAgF1iYE5ArKAIAADYhSLAxXAAAACWIgkAAFiFiYFBJAEAAFiKJAAAYBfmBLhIAgAAsBRJAMJS+EyviLaf88SHYb8n0n1CzbEXAOICSYCLJAAAAEuRBAAArMLqgCCKAACAXRgOcDEcAACApUgCAABWYTggiCQAAABLkQQAAOzCnAAXSQAAAJYiCQAA2IUkwEUSAACApUgCAABW8X19eN1mPKIIAADYheEAF0UAIupqNgRCbGAzIOD7jyIAAGAVHhYUxMRAAAAsRRIAALALcwJcJAEAAFiKJAAAYJ84/c3dayQBAABYiiQAAGAVVgcEUQQAAOzCxEAXwwEAAFiKJAAAYBWGA4JIAgAAsBRJgMWu5tnwN8xbEIGeIBrYCwD4GnMCXCQBAABYiiQAAGAV5gQEkQQAAGApkgAAgF2YE+CiCAAA2IUiwMVwAAAAliIJAABYhYmBQSQBAABYiiQAAGAX5gS4SAIAALAUSQAAwCo+Y+Qz3v7q7nV70UIRgIgqfKZXXXcBAHAZFAEAALswJ8BFEQAAsApLBIOYGAgAgKVIAgAAdmE4wEUSAACApUgCAABWYU5AEEkAAACWIgkAANiFOQEukgAAACxFEgAAsApzAoIoAgAAdmE4wMVwAAAAliIJAOLUwckT67oLQNyK1/jeayQBAABYiiQAAGAXYy4dXrcZh0gCAACwFEkAAMAqLBEMIgkAAMBSJAEAALvwnAAXRQAAwCo+59LhdZvxiOEAAAAsRRIAALALwwEukgAAACxFEgAAsApLBINIAgAAsBRJAADALjw22EUSAACApUgCAABWYU5AEEUAAMAuLBF0MRwAAIClSAIAAFZhOCCIJAAAAEuRBAAA7MISQRdJAAAAliIJAABYhTkBQSQBAABYiiIAAGAXE6EjDBUVFZo2bZpycnKUmpqq1q1ba9asWTLfmFtgjNH06dPVvHlzpaamKi8vTwcOHLj677saDAcAMeDg5Il13QUAUTR37lw9//zzWr58uTp06KAdO3Zo5MiRSk9P1/jx4yVJ8+bN06JFi7R8+XLl5ORo2rRp6tu3rz777DOlpKR40g+KAACAVWJhTsCHH36oQYMGacCAAZKkVq1a6b/+67/00UcfSbqUAixcuFBTp07VoEGDJEkrVqxQVlaW1qxZo2HDhnnSb4YDAAB2cUxkDkklJSUhx/nz56vtQq9evfTuu+9q//79kqRPPvlE77//vvr16ydJKiwsVFFRkfLy8tz3pKenq0ePHtq2bZtnHwVJAAAAHsnOzg75+je/+Y1mzJhR5bonnnhCJSUlateunerVq6eKigrNmTNHw4cPlyQVFRVJkrKyskLel5WV5b7mBYoAAIBdIriB0JEjR5SWluaeTk5OrvbyV199VStXrtSqVavUoUMH7dmzRxMmTFAgENCIESM87tzlUQQAAOCRtLS0kCLgch5//HE98cQT7th+p06ddPjwYeXn52vEiBHy+/2SpOPHj6t58+bu+44fP64uXbp41l/mBAAArOJTcHKgZ0eYfTh37pwSEkL/Cq5Xr54cx5Ek5eTkyO/3691333VfLykp0fbt29WzZ89afgJBJAEAAETZwIEDNWfOHLVo0UIdOnTQ7t279a//+q/6xS9+IUny+XyaMGGCZs+erTZt2rhLBAOBgAYPHuxZPygCAAB2iYENhBYvXqxp06bpV7/6lYqLixUIBDR27FhNnz7dvWby5Mk6e/asxowZo9OnT6t3795av369Z88IkCSfMXG69RHqxA3zFtR1F76XeFgQEHklJSVKT0/XrXfMUGKid3+RSlJ5eZk+eHeGzpw5U6M5AbGCJAAAYJVYeFhQrKAIAADYJYJLBOMNRQDiXs4TH0a0/cJnekW0fQCoKxQBAACr+IyRz+PpcF63Fy08JwAAAEuRBAAA7OJ8fXjdZhwiCQAAwFIkAQAAqzAnIIgkAAAAS5EEAADswnMCXBQBAAC7xMDeAbGC4QAAACxFEgAAsAp7BwSRBAAAYCmSAIQl3C1vw916ONL7AEQLWwMDMYw5AS6SAAAALEUSAACwis+5dHjdZjwiCQAAwFIkAQAAuzAnwEURAACwC08MdDEcAACApUgCAABWYRfBIJIAAAAsRRIAALALEwNdJAEAAFiKJAAAYBcjyeuH+8RnEEASAACArUgCYJ3CZ3rVdRcA1CFWBwRRBAAA7GIUgYmB3jYXLQwHAABgKZIAAIBdWCLoIgkAAMBSJAEAALs4knwRaDMOkQQAAGApkgAAgFVYIhhEEgAAgKVIAgAAdmF1gIsiAABgF4oAF8MBAABYiiQAMSUWn+t/cPLEuu4CAC+RBLhIAgAAsBRJAADALjwsyEUSAACApUgCAABW4WFBQSQBAABYiiQAAGAXVge4KAIAAHZxjOTz+C9tJz6LAIYDAACwFEkAAMAuDAe4SAIAALAUSQAAwDIRSAIUn0kARQAiKtzn7t8wb0GEegIA+DaKAACAXZgT4GJOAAAAliIJAADYxTHyfAw/Tp8TQBEAALCLcS4dXrcZhxgOAADAUiQBAAC7MDHQRRIAAIClSAIAAHZhYqCLJAAAAEuRBAAA7MKcABdJAAAAliIJAADYxSgCSYC3zUULRQCsE+6mRgDwfUURAACwC3MCXBQBAAC7OI4kjx/z6/DYYAAAEEdIAgAAdmE4wEUSAACApUgCAAB2IQlwkQQAAGApkgAAgF3YQMhFEgAAgKVIAgAAVjHGkTHeruv3ur1ooQgAANjFGO/j+zidGEgRgJjCc/0BIHooAgAAdjERmBgYp0kAEwMBALAUSQAAwC6OI/k8nsgXpxMDSQIAALAUSQAAwC7MCXCRBAAAYCmKAACAVYzjROQI19GjR3XvvfeqSZMmSk1NVadOnbRjx45gP43R9OnT1bx5c6WmpiovL08HDhzw8qOgCAAAWKZyF0GvjzCcOnVKt956q+rXr6+3335bn332mX7729+qcePG7jXz5s3TokWLVFBQoO3bt6tBgwbq27evysrKPPsomBMAAECUzZ07V9nZ2XrxxRfdczk5Oe6/G2O0cOFCTZ06VYMGDZIkrVixQllZWVqzZo2GDRvmST9IAgAAdnFMZI4wrF27Vt27d9fdd9+tZs2aqWvXrvr3f/939/XCwkIVFRUpLy/PPZeenq4ePXpo27Ztnn0UFAEAAHikpKQk5Dh//ny11/35z3/W888/rzZt2mjDhg168MEHNX78eC1fvlySVFRUJEnKysoKeV9WVpb7mhcoAgAAdjHm0sN9PD0uJQHZ2dlKT093j/z8/Gq74DiO/v7v/15PP/20unbtqjFjxmj06NEqKCiI5ifBnAAAALxy5MgRpaWluV8nJydXe13z5s110003hZxr3769XnvtNUmS3++XJB0/flzNmzd3rzl+/Li6dOniWX9JAgAAVjGOicghSWlpaSHH5YqAW2+9Vfv27Qs5t3//frVs2VLSpUmCfr9f7777rvt6SUmJtm/frp49e3r2WZAEAAAQZRMnTlSvXr309NNPa+jQofroo4+0bNkyLVu2TJLk8/k0YcIEzZ49W23atFFOTo6mTZumQCCgwYMHe9YPigAAgF2MI6luNxC6+eab9cYbb+jJJ5/UzJkzlZOTo4ULF2r48OHuNZMnT9bZs2c1ZswYnT59Wr1799b69euVkpLiWbd9xsTpA48BAAhDSUmJ0tPTlev7uRJ99T1tu9xc1Bbzhs6cORMyJyDWMScAAABLMRwAALBLDAwHxAqKAACAVcp10fOdhMt10dsGo4QiAABghaSkJPn9fr1f9FZE2vf7/UpKSopI25HCxEAAgDXKysp04cKFiLSdlJTk6cz9aKAIAADAUqwOAADAUhQBAABYiiIAAABLUQQAAGApigAAACxFEQAAgKUoAgAAsNT/A5V30AFxG4bAAAAAAElFTkSuQmCC",
+      "text/plain": [
+       "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "utils.view_output(archive_path, title=\"Heatmap for Nitrogen\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Generating a Carbon heatmap\n", + "The carbon information is available in the attribute `C`, so we change the parameter accordingly. We also use EVI for this parameter." + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "314302578f354e1992f3c0a809b89c73",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Output()"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# input parameters\n",
+    "parameters = {\n",
+    "    \"base_url\": BASE_URL,\n",
+    "    \"client_id\": CLIENT_ID,\n",
+    "    \"client_secret\": CLIENT_SECRET,\n",
+    "    \"authority\": AUTHORITY,\n",
+    "    \"default_scope\": DEFAULT_SCOPE,\n",
+    "    \"index\": \"evi\",\n",
+    "    \"attribute_name\": \"C\",\n",
+    "    \"buffer\": 4,\n",
+    "    \"bins\": 5,\n",
+    "    \"simplify\": \"simplify\",\n",
+    "    \"tolerance\": 1,\n",
+    "    \"data_scale\": False,\n",
+    "}\n",
+    "\n",
+    "archive_path = utils.create_heatmap_admag(\n",
+    "        imagery=imagery,\n",
+    "        farm_infO=FARM_INFO,\n",
+    "        parameters = parameters\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "utils.view_output(archive_path, title=\"Heatmap for Carbon\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Generating a Phosphorus heatmap\n", + "The information about phosphorus is available in the attribute `P`, so we change the parameter accordingly. We also use EVI for this parameter." + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "d5fd014483214f098d7d313a0655c6dd",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Output()"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# input parameters\n",
+    "parameters = {\n",
+    "    \"base_url\": BASE_URL,\n",
+    "    \"client_id\": CLIENT_ID,\n",
+    "    \"client_secret\": CLIENT_SECRET,\n",
+    "    \"authority\": AUTHORITY,\n",
+    "    \"default_scope\": DEFAULT_SCOPE,\n",
+    "    \"index\":\"evi\",\n",
+    "    \"attribute_name\": \"P\",\n",
+    "    \"buffer\": 4,\n",
+    "    \"bins\": 4,\n",
+    "    \"simplify\": \"simplify\",\n",
+    "    \"tolerance\": 1,\n",
+    "    \"data_scale\": True,\n",
+    "}\n",
+    "\n",
+    "archive_path = utils.create_heatmap_admag(\n",
+    "        imagery= imagery,\n",
+    "        farm_infO= FARM_INFO,\n",
+    "        parameters = parameters\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "utils.view_output(archive_path, title=\"Heatmap for Phosphorus\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Generating a pH heatmap\n", + "The information about pH is available in the attribute `pH`, so we change the parameter accordingly. We found that the Photochemical Reflectance Index (PRI) has better correlation with pH values, so we adjust the index as well." + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "11e74f5327cc46c88118b507ad8b5b05",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Output()"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# input parameters\n",
+    "parameters = {\n",
+    "    \"base_url\": BASE_URL,\n",
+    "    \"client_id\": CLIENT_ID,\n",
+    "    \"client_secret\": CLIENT_SECRET,\n",
+    "    \"authority\": AUTHORITY,\n",
+    "    \"default_scope\": DEFAULT_SCOPE,\n",
+    "    \"index\": \"pri\",\n",
+    "    \"attribute_name\": \"pH\",\n",
+    "    \"buffer\": 3,\n",
+    "    \"bins\": 3,\n",
+    "    \"simplify\": \"simplify\",\n",
+    "    \"tolerance\": 1,\n",
+    "    \"data_scale\": False,\n",
+    "}\n",
+    "\n",
+    "archive_path = utils.create_heatmap_admag(\n",
+    "        imagery=imagery,\n",
+    "        farm_infO=FARM_INFO,\n",
+    "        parameters = parameters\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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T8c636A6SPgAAhiDpAwCM0mjbanT4AbNOt+cWkj4AAIYg6QMAjMLqfQAAEPZI+gAAo3hlq9HQpE/RBwAYhel9AAAQ9kj6AACjcMkeAAAIeyR9AIBRvF9vTrcZCkj6AAAYgqQPADBKowuX7DndnltCougPmLu4s4cQEnbNWNbZQ2gms+T2zh5C2Oozf1tnD6GZ2odzAzq+8tGZLo0EQEtCougDAOCURvv05nSboYCiDwAwCgv5AABA2CPpAwCM4pWlRlmOtxkKSPoAABiCpA8AMIrXPr053WYoIOkDAGAIkj4AwCiNLpzTd7o9t5D0AQAwBEkfAGAUk5M+RR8AYBSvbclrO3zJnsPtuaVTin4w3kvf7fuYB3pP8vboiPvcB+P9/U3VEf9NuS0Y/y0IBzzTAGdC0gcAGMXk6X0W8gEAYAiSPgDAKI2KUKPDmbfR0dbcQ9IHAMAQJH0AgFFsF1bv2yGyep+kDwCAIUj6AACjsHofAACEPZI+AMAojXaEGm2HV++HyKN1KfoAAKN4Zcnr8ES3V6FR9ZneBwDAEBR9AIBRmhbyOb0Fori4WJZl+W2JiYmtfmb16tUaPHiwunXrpqSkJE2ZMkVHjhwJqF+m978W6MNL3H5AT7By+6E+7XmgT6BjCrSPjniQUXsE+t9gODygpz2C8efk9oOrvAcCbz8i8WMXRoLWZGZmatOmTb7XkZGRZzx269atmjRpkhYvXqy8vDzt27dPt912m6ZNm6ZXXnmlzX1S9AEARnFnIV/g5/SjoqLOmu6bVFRUKC0tTXfffbckKT09XdOnT9eiRYsC6pPpfQAAHFJfX++3NTQ0nPHYqqoqJScnKz09Xfn5+aqurj7jsbm5uaqtrdVvf/tb2batgwcPat26dfr+978f0Pgo+gAAo5xeve/8JkkpKSmKj4/3bQsWLGhxDMOHD1dZWZk2btyo5cuX68CBA8rNzT3jOfrc3FytXr1aN910k6Kjo5WYmKiEhAT9/Oc/D+i7M70PAIBDampq5PF4fK9jYmJaPG7cuHG+P2dlZSknJ0cZGRlauXKlZs2a1ez4v/71r7r77rs1d+5cXXPNNaqrq9O9996r2267TStWrGjz+Cj6AACjeF14tG7Tdfoej8ev6LdVXFycsrKyVFVV1eL7CxYs0IgRI3TvvfdKkgYNGqS4uDiNHDlS8+fPV1JSUpv6oegDAIwSLAv5vqmhoUGVlZUaOXJki+8fO3ZMUVH+Jbtptb8dQN+c0wcAoIPNnj1bW7Zs0e7du/Xee+9pwoQJqq+vV2FhoSSpqKhIkyZN8h2fl5enDRs2aNmyZaqurta7776ru+++W5dffrmSk5Pb3C9JHwBgFK8iOv02vLW1tSooKNDhw4fVq1cvZWdnq6KiQqmpqZKkuro67d2713f85MmT9fnnn+s//uM/9JOf/EQJCQkaM2aMFi5cGFC/FH0AADrY2rVrW32/tLS02b677rpLd9111zn1S9EHABil0bbUaAd229y2tBkKOKcPAIAhOiXpVz46M6DjB8xd7NJI2s/U+5jDHaY+y8HU7x2MvAcuDej4UL5Xf6MLl+w18mhdAAAQTDinDwAwiteOkNfh6/S953idfkeh6AMAjML0PgAACHskfQCAUbxy/hI7r6OtuYekDwCAIUj6AACjuHMb3tDI0KExSgAAcM5I+gAAo7jzaN3QyNChMUoAAHDOSPoAAKN4Zckrp1fvh8YDdyj6QIgKh+c/hMN3QOhheh8AAIQ9kj4AwCju3IY3NDJ0aIwSAACcM5I+AMAoXtuS1+nb8DrcnltI+gAAGIKkDwAwiteFc/rchhcAAAQVkj4AwCheO0Jeh6+rd7o9t1D0AQBGaZSlRofvoOd0e24JjV9NAADAOSPpAwCMYvL0fmiMEgAAnLOQSPqVj84M6PgBcxe7NBKEg8yS2zt7CM3w4BmzuP3f4K4Zy1xtP9Q1yvlz8I2OtuYekj4AAIYIiaQPAIBTOKcPAADCHkkfAGCURjtCjQ4nc6fbcwtFHwBgFFuWvA4v5LO5OQ8AAAgmJH0AgFFMnt4PjVECAIBzRtIHABjFa1vy2s6eg3e6PbeQ9AEAMARJHwBglEZFqNHhzOt0e26h6COoBON98QEgXFD0AQBGMfmcPkUfAGAUryLkdXg63un23BIaowQAAOeMpA8AMEqjbanR4el4p9tzC0kfAABDkPQBAEYxeSEfSR8AAEOQ9AEARrHtCHkdfkCOzQN3AABAMCHpAwCM0ihLjXJ49b7D7bmFog8AMIrXdn7hndd2tDnXhGXRr3x0ZsCfGTB3sQsj6Vh95m9zvY/ah3Nd7yPY7JqxzPU+eOYAgI4QlkUfAIAz8bqwkM/p9twSGqMEAADnjKQPADCKV5a8Di+8c7o9t5D0AQAwBEkfAGAUHrgDAADCHkkfAGAUVu8DAICwR9IHABjFKxcerRsiq/cp+gAAo9guXLJnh0jRZ3ofAABDkPQBAEbx2i5M74fIJXsUfYOZ+PAcwATteYBToA/sKvcG3AWCAEUfAGAULtkDAABhj6QPADCKyef0SfoAABiCog8AMErTo3Wd3gJRXFwsy7L8tsTExDMeP3ny5GbHW5alzMzMgPpleh8AYJRgmd7PzMzUpk2bfK8jIyPPeOzSpUv1+OOP+16fOnVKgwcP1o033hhQnxR9AAA6QVRUVKvp/pvi4+MVHx/ve/3qq6/q008/1ZQpUwLqk+l9AIBRmpK+05sk1dfX+20NDQ1nHEdVVZWSk5OVnp6u/Px8VVdXt/k7rFixQldddZVSU1MD+u4UfQAAHJKSkuJL5fHx8VqwYEGLxw0fPlxlZWXauHGjli9frgMHDig3N1dHjhw5ax91dXX67//+b02bNi3g8TG9DwAwipvn9GtqauTxeHz7Y2JiWjx+3Lhxvj9nZWUpJydHGRkZWrlypWbNmtVqX6WlpUpISNC//uu/BjxOij4AAA7xeDx+Rb+t4uLilJWVpaqqqlaPs21bL7zwgm699VZFR0cH3A9Fv50CvU91MN7nPtDvIAXn9wCAQATL6v1vamhoUGVlpUaOHNnqcVu2bNHf/vY3TZ06tV39cE4fAIAONnv2bG3ZskW7d+/We++9pwkTJqi+vl6FhYWSpKKiIk2aNKnZ51asWKHhw4dr4MCB7eqXpA8AMIotBXwznba0GYja2loVFBTo8OHD6tWrl7Kzs1VRUeFbjV9XV6e9e/f6febo0aNav369li5d2u5xUvQBAEYJhun9tWvXtvp+aWlps33x8fE6duxYQP18G9P7AAAYgqQPADBKMCT9zkLSBwDAECR9AIBRSPoAACDskfQBAEYh6QMAgLBH0gcAGMW2LdkOJ3On23MLRR8AYBSvLMfvyOd0e26h6H+t8tGZAR1/dTseVhNseHhO22SW3N7ZQ2hRex6YFAj++wDCD0UfAGAUFvIBAICwR9IHABjF5IV8JH0AAAxB0gcAGIVz+gAAIOyR9AEARjH5nD5FHwBgFNuF6f1QKfpM7wMAYAiSPgDAKLYk23a+zVBA0gcAwBAk/TASjPdKd/v+8O0RjD+n9gj0ewTj3wWCR7j8f9EWXlmyDH3gDkkfAABDkPQBAEYx+ZI9kj4AAIYg6QMAjOK1LVmG3oaXog8AMIptu3DJXohcs8f0PgAAhiDpAwCMwkI+AAAQ9kj6AACjkPQBAEDYI+kDAIzCJXsIWLn35YCOHzB3sUsjCW4m3c872AXj38WuGctc7yOz5HbX+wBCBUUfAGAUk6/Tp+gDAIxyuug7vZDP0eZcw0I+AAAMQdIHABiFS/YAAEDYI+kDAIxif7053WYoIOkDAGAIkj4AwCic0wcAAGGPpA8AMIvBJ/Up+gAAs7gwvS+m9wEAQDAh6QMIa4E+1IcH9IQ/k++9T9IHAMAQJH0AgFG4ZA8AAIQ9kj4AwCy25fxqe5I+AAAIJiR9AIBRTF69T9EHAJjF4DvyMb0PAIAhSPoAAKNwyR4AAAh7JH0AgHlC5By80yj6CHl95m8L6Pjah3Ndbb89fQBAR6DoAwCMwjl9AAAQ9kj6AACzcJ0+AAAIdyR9AIBhrK83p9sMfhR9AIBZmN4HAADhjqQPADALSR8AAIQ7kj4AwCy2dXpzus0QQNIHAKCDFRcXy7Isvy0xMbHVzzQ0NOihhx5SamqqYmJilJGRoRdeeCGgfkn6HaTy0ZkBf2bA3MUujOTctOc+9MEmHL5De7j9jIL2yCy53fU+TNSef29MYtunN6fbDFRmZqY2bdrkex0ZGdnq8f/2b/+mgwcPasWKFerXr58OHTqkU6dOBdQnRR8AgE4QFRV11nTf5He/+522bNmi6upq9ezZU5KUlpYWcJ9M7wMAzGK7tEmqr6/32xoaGs44jKqqKiUnJys9PV35+fmqrq4+47Gvvfaahg0bpkWLFql379669NJLNXv2bH311VcBfXWKPgDALE0L+ZzeJKWkpCg+Pt63LViwoMUhDB8+XGVlZdq4caOWL1+uAwcOKDc3V0eOHGnx+Orqam3dulV/+ctf9Morr2jJkiVat26d7rjjjoC+OtP7AAA4pKamRh6Px/c6JiamxePGjRvn+3NWVpZycnKUkZGhlStXatasWc2O93q9sixLq1evVnx8vCTpqaee0oQJE/TMM88oNja2TeOj6AMAjGLZpzen25Qkj8fjV/TbKi4uTllZWaqqqmrx/aSkJPXu3dtX8CVpwIABsm1btbW1uuSSS9rUD9P7AAB0soaGBlVWViopKanF90eMGKH9+/friy++8O37+OOPFRERoT59+rS5H4o+AMAsLi7ka6vZs2dry5Yt2r17t9577z1NmDBB9fX1KiwslCQVFRVp0qRJvuMnTpyo888/X1OmTNFf//pXvf3227r33nv17//+722e2pco+gAAdLja2loVFBSof//+uv766xUdHa2KigqlpqZKkurq6rR3717f8d27d1d5ebk+++wzDRs2TDfffLPy8vL09NNPB9Qv5/QBAGYJgtvwrl27ttX3S0tLm+277LLLVF5eHlA/30bSBwDAECR9AIBZDH60LkUfAGAWij5M1J4Hz7j9EJZgHFOwMvXBQcGGh9sglFD0AQBmMTjps5APAABDkPQBAGYJgkv2OgtJHwAAQ5D0AQBGcfOBO8GOpA8AgCFI+gAAs7B6HwAAhDuKPgAAhmB6HwBgFEsuLORztjnXkPQBADCEZdt2iCw/wNlcHXFjZw+hmXC4L/6uGcsC/kxmye0ujAQdgXvph6/6+nrFx8cr9fGfKqJrV0fb9h4/rj0PPKSjR4/K4/E42raTSPoAABiCc/oAALNwyR4AAAh3JH0AgFkMTvoUfQCAUbj3PgAACHskfQCAWQye3ifpAwBgCJI+AMAsJH0AABDuSPoAAKOYvHqfoh9GwuE+9x2hPffSR+jiXvrAP1H0AQBmsa3Tm9NthgCKPgDALCzkAwAA4Y6kDwAwiskL+Uj6AAAYgqQPADAL5/QBAEC4I+kDAMziwjl9kj4AAAgqJH0AgFkMPqdP0QcAmMXgos/0PgAAhiDpAwgZPDwHTuDmPAAAIOxR9AEAMARFHwAAQ3BOHwBgFlbvAwCAcEfSBwAYxeTV+xR9AIB5QqRIO43pfQAADEHSBwCYhYV8AAAg3JH0AQBGYSEfwkKg9yUfMHexSyPpWLtmLHO1/WuSBwf+oYedH0c44l76QMei6AMAzMI5fQAAEO5I+gAAo5h8Tp+kDwCAIUj6AACzGHxOn6IPADCLwUWf6X0AAAxB0gcAGIWFfAAAIOyR9AEAZuGcPgAACHckfYP1mb+ts4fQTO3Dua730a576Qco0J9tR3zvjsC99BESSPoAACDckfQBAEYxefU+RR8AYBam9wEAQLij6AMAjNI0ve/0Foji4mJZluW3JSYmnvH4t956q9nxlmXpf//3fwPql+l9AAA6QWZmpjZt2uR7HRkZedbPfPTRR/J4PL7XvXr1CqhPij4AwCxBck4/Kiqq1XTfkgsvvFAJCQmBd/Y1pvcBAOgEVVVVSk5OVnp6uvLz81VdXX3WzwwdOlRJSUkaO3asNm/eHHCfFH0AgFlslzZJ9fX1fltDQ0OLQxg+fLjKysq0ceNGLV++XAcOHFBubq6OHDnS4vFJSUn6xS9+ofXr12vDhg3q37+/xo4dq7fffjugr870PgAADklJSfF7PW/ePBUXFzc7bty4cb4/Z2VlKScnRxkZGVq5cqVmzZrV7Pj+/furf//+vtc5OTmqqanRk08+qVGjRrV5fBR9AIBRrK83p9uUpJqaGr+FdjExMW36fFxcnLKyslRVVdXmPrOzs7Vq1apAhknRBwAYxsWFfB6Px6/ot1VDQ4MqKys1cuTINn/m/fffV1JSUkD9UPThqo54kExmye2BfeBhd8YRbnh4DuCe2bNnKy8vT3379tWhQ4c0f/581dfXq7CwUJJUVFSkffv2qaysTJK0ZMkSpaWlKTMzUydOnNCqVau0fv16rV+/PqB+KfoAAKMEw733a2trVVBQoMOHD6tXr17Kzs5WRUWFUlNTJUl1dXXau3ev7/gTJ05o9uzZ2rdvn2JjY5WZmanf/OY3uvbaawPql6IPAEAHW7t2bavvl5aW+r2+7777dN99951zvxR9AIBZguTmPJ2B6/QBADAESR8AYJ4QSeZOI+kDAGAIkj4AwCjBsHq/s1D0AQBmYSEfAAAIdyR9AIBRTJ7eJ+kDAGAIkr7Byr0vB/yZAXMXuzASdATupQ98jXP6AAAg3JH0AQBG4Zw+AAAIeyR9AIBZDD6nT9EHAJjF4KLP9D4AAIYg6QMAjMJCPgAAEPZI+gAAs3BOHwAAhDuSPgDAKJZty7KdjeZOt+cWij5wFrtmLAv4M5klt7swEgA4NxR9AIBZDD6nT9EHABiFS/YAAEDYI+kDAMxi8PQ+SR8AAEOQ9AEARuGcPgAACHskfQCAWTinDwAAwh1JHwBgFJPP6VP0AQBmYXofAACEO5I+4IL2PKQnUBGJH7veBxCuQmU63mkkfQAADEHSBwCYxbZPb063GQJI+gAAGIKkDwAwismX7JH0AQAwBEkfAGAWg6/Tp+gDAIxieU9vTrcZCpjeBwDAECR9AIBZDJ7eJ+kDAGAIkj4AwCgmX7JH0QfO4prkwa73sXH/Ttf7AACKPgDALNyGFwAAhDuSPgDAKCaf0yfpAwBgCJI+AMAsBl+nT9EHABiF6X0AABD2SPoAALNwyR4AAAh3JH0AgFE4pw8AAMIeSR8AYBYu2QNC164ZywI6PrPk9oCOr304N6DjJanP/G0BHR+R+HHAfQBAoCj6AACjmHxOn6IPADCL1z69Od1mCGAhHwAAhiDpAwDMYvBCPpI+AACGIOkDAIxiyYWFfM425xqSPgAAhiDpAwDMwgN3AABAuCPpAwCMYvLNeUj6AACz2C5tASguLpZlWX5bYmJimz777rvvKioqSkOGDAmsU5H0YSC379Uvte9+/QDMkpmZqU2bNvleR0ZGnvUzR48e1aRJkzR27FgdPHgw4D4p+gAAo1i2LcvhhXftaS8qKqrN6b7J9OnTNXHiREVGRurVV18NuE+m9wEAcEh9fb3f1tDQcMZjq6qqlJycrPT0dOXn56u6urrVtl988UX9/e9/17x589o9Poo+AMAsXpc2SSkpKYqPj/dtCxYsaHEIw4cPV1lZmTZu3Kjly5frwIEDys3N1ZEjR1o8vqqqSg888IBWr16tqKj2T9IzvQ8AgENqamrk8Xh8r2NiYlo8bty4cb4/Z2VlKScnRxkZGVq5cqVmzZrld2xjY6MmTpyoRx55RJdeeuk5jY+iDwAwipvn9D0ej1/Rb6u4uDhlZWWpqqqq2Xuff/65duzYoffff1933nmnJMnr9cq2bUVFRen3v/+9xowZ06Z+KPoAAHSyhoYGVVZWauTIkc3e83g8+vOf/+y3r6SkRG+++abWrVun9PT0NvdD0QcAmCUIHq07e/Zs5eXlqW/fvjp06JDmz5+v+vp6FRYWSpKKioq0b98+lZWVKSIiQgMHDvT7/IUXXqiuXbs22382FH0AgFmC4N77tbW1Kigo0OHDh9WrVy9lZ2eroqJCqampkqS6ujrt3bvX2TGKog8AQIdbu3Ztq++Xlpa2+n5xcbGKi4sD7peiDwAwCvfeBwAAYY+kj4BUPjozoOMHzF3s0kj+qT33xndboD8nAB0oCM7pdxaSPgAAhiDpAwCMYnlPb063GQpI+gAAGIKkDwAwi8Hn9Cn6AACzBMEd+ToL0/sAABiCpA8AMIqbT9kLdiR9AAAMQdIHAJjF4IV8JH0AAAxB0gcAmMWW5PTNdEIj6JP0AQAwBUkfAGAUk1fvU/QBAGax5cJCPmebcwvT+wAAGIKkDwAwC5fsAQCAcEfSBwCYxSvJcqHNEEDSBwDAECR9AIBRTL5kj6QPAIAhSPoAALMYvHqfog8AMIvBRZ/pfQAADEHSB86i8tGZnT0EAE4i6QMAgHBH0gcAmIWb8wAAgHBH0gcAGIWb8wAAgLBH0gcAmMXg1fsUfQCAWby2ZDlcpL2hUfSZ3gcAwBAkfQCAWQye3ifpAwBgCJI+AMAwLiR9hUbSp+jDVYHet37A3MUujQQAQNEHAJiFc/oAACDckfQBAGbx2nL8HHyIXKdP0QcAmMX2nt6cbjMEML0PAIAhSPoAALOwkA8AAIQ7kj4AwCwGL+Qj6QMAYAiSPgDALJzTBwAA4Y6kDwAwiy0Xkr6zzbmFog/jBPoQIAAIFxR9AIBZDD6nT9EHAJjF65Xk8G1zvdyGFwAABBGSPgDALAZP75P0AQAwBEkfAGAWkj4AAAh3JH0AgFl44A4AAAh3JH0AgFFs2yvbdva6eqfbcwtFHwBgFtt2fjo+RBbyUfQRVLgvPgC4h6IPADCL7cJCvhBJ+izkAwDAECR9AIBZvF7JcnjhXYgs5CPpAwBgCIo+AMAsTbfhdXoLQHFxsSzL8tsSExPPePzWrVs1YsQInX/++YqNjdVll12mxYsXB/zVmd4HAKATZGZmatOmTb7XkZGRZzw2Li5Od955pwYNGqS4uDht3bpV06dPV1xcnH70ox+1uU+KPgDAKLbXK9vhc/rtuTlPVFRUq+n+m4YOHaqhQ4f6XqelpWnDhg165513Air6TO8DAMzi4vR+fX2939bQ0HDGYVRVVSk5OVnp6enKz89XdXV1m7/C+++/r23btumKK64I6KtT9AEAcEhKSori4+N924IFC1o8bvjw4SorK9PGjRu1fPlyHThwQLm5uTpy5Eir7ffp00cxMTEaNmyY7rjjDk2bNi2g8TG9DwAwi9eWLHduzlNTUyOPx+PbHRMT0+Lh48aN8/05KytLOTk5ysjI0MqVKzVr1qwzdvPOO+/oiy++UEVFhR544AH169dPBQUFbR4mRR8AAId4PB6/ot9WcXFxysrKUlVVVavHpaenSzr9i8LBgwdVXFwcUNFneh8AYBbbPn0zHUe3c5s5aGhoUGVlpZKSkgL4GnarawZaQtIHAKCDzZ49W3l5eerbt68OHTqk+fPnq76+XoWFhZKkoqIi7du3T2VlZZKkZ555Rn379tVll10m6fR1+08++aTuuuuugPql6AMAjGJ7bdkOn9O3A0z6tbW1Kigo0OHDh9WrVy9lZ2eroqJCqampkqS6ujrt3bvXd7zX61VRUZF2796tqKgoZWRk6PHHH9f06dMD6teyAx0pAAAhqL6+XvHx8boyaoKirC6Otn3KPqnNp9bp6NGj7Tqn31FI+gAAs9heSWY+cIeiDwAwSjBM73cWVu8DAGAIkj4AwCxM7wMAYIZTOik5PBt/SiedbdAlFH0AgBGio6OVmJiorQd+60r7iYmJio6OdqVtp3DJHgDAGMePH9eJEydcaTs6Olpdu3Z1pW2nUPQBADAEq/cBADAERR8AAENQ9AEAMARFHwAAQ1D0AQAwBEUfAABDUPQBADDE/wcMYDOQOgA7/AAAAABJRU5ErkJggg==",
+      "text/plain": [
+       "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "utils.view_output(archive_path, title=\"Heatmap for Phosphorus\")" + ] + } + ], + "metadata": { + "description": "Using soil samples from a farm retrieved with ADMAg, train a Random Forest model to estimate a heatmap of soil nutrients.", + "disk_space": "~1GB", + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.15" + }, + "name": "Nutrient Heatmap Estimation with ADMAg integration", + "running_time": "<1 minute", + "tags": [ + "Sustainability", + "Index Computation", + "Model Training", + "Sentinel", + "Working with Custom Workflows", + "ADMAg - Microsoft Azure Data Manager for Agriculture" + ], + "vscode": { + "interpreter": { + "hash": "2aa0580ea024b7f7eb69f04a32a9c9b086c2434662745a322e5dbb797c6875b3" + } + } + }, + "nbformat": 4, + "nbformat_minor": 2 } diff --git a/notebooks/heatmaps/nutrients_using_neighbors.ipynb b/notebooks/heatmaps/nutrients_using_neighbors.ipynb index 3c6b11f2..2912d006 100755 --- a/notebooks/heatmaps/nutrients_using_neighbors.ipynb +++ b/notebooks/heatmaps/nutrients_using_neighbors.ipynb @@ -1,1072 +1,1072 @@ { - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# FarmVibes.AI Nutrients Heatmap using optimal sensor/sample locations\n", - "\n", - "This notebook is enhanced version of existing notebook [nutrients_using_classification.ipynb](). It generates the heatmap using the neighbor data points. The soil property data points were identified by optimal sensor/sample locations workflow. This notebook [notebooks/sensor/optimal_sample_collection.ipynb]() demonstrates generating a heatmap based on input imagery and nutrient information collected for the optimal sensor/sample locations.\n", - "\n", - "This workflow ingests user data into the cluster. The reference to the data should be accessible via the internet and, for this demo, we assume it is saved in a remote location such as Azure blob storage.\n", - "\n", - "\n", - "### Micromamba environment setup\n", - "We provide a micromamba environment with the package requirements to run this notebook. If you do not have micromamba installed, please follow the instructions from the [micromamba installation guide](https://mamba.readthedocs.io/en/latest/installation/micromamba-installation.html).\n", - "\n", - "The micromamba environment can be created and activated using the commands below:\n", - "\n", - "```bash\n", - "$ micromamba env create -f ./nutrients.yaml\n", - "$ micromamba activate nutrients\n", - "```" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Useful libraries\n", - "\n", - "Below are the main libraries used for this example and other useful links:\n", - "- [NumPy](https://github.com/numpy/numpy) is a python package that provides powerful N-dimensional array object, broadcasting functions and useful linear algebra, Fourier transform, and random number capabilities.\n", - "- [pandas](https://github.com/scikit-learn/scikit-learn) is a Python package that provides fast, flexible, and expressive data structures designed to make working with \"relational\" or \"labeled\" data both easy and intuitive.\n", - "- [rasterio](https://github.com/rasterio/rasterio) is a library for reading and writing geospatial raster data. It is used on torchgeo and rioxarray. It is a good option when reading/writing GeoTIFFs.\n", - "- [Scikit-Learn](https://github.com/scikit-learn/scikit-learn) is a Python package for machine learning built on top of SciPy. It Simple and efficient tools for predictive data analysis.\n", - "- [Shapely](https://github.com/shapely/shapely) is a library for manipulating geometric shapes." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Imports & API Client" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "from datetime import datetime\n", - "from vibe_core.client import get_default_vibe_client\n", - "import geopandas as gpd\n", - "from matplotlib import pyplot as plt\n", - "from notebook_lib import utils" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Workflow Inputs\n", - "The main workflow inputs are as follows:\n", - "- [farm_boundary](https://geojson.org/): Boundary of the field in geojson format. It is used to clip the satellite imagery to an area of interest and run the workflow. A sample field boundary is provided in the file `./sensor_farm_boundary.geojson`.\n", - "\n", - "- imagery: Satellite imagery with multispectral bands to create raster indices. In this demo we are using Sentinel-2 imagery, which can be ingested by running a FarmVibes.AI workflow or a user provided url.\n", - "\n", - "*Note - The provided sample data (sensor_farm_boundary.geojson, sensor_samples.geojson) is intended to help the user understand how to run the workflow and contains mock data.*" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "FARM_BOUNDARY = \"./sensor_farm_boundary.geojson\"" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Satellite imagery\n", - "Below we outline two methods for getting a raster that contains the satellite imagery used to generate the heatmap. Run the appropriate section below to ingest the data according to your preference.\n", - "\n", - "### 1. Use the FarmVibes.AI workfow\n", - "FarmVibes.AI has several workflows that will ingest and preprocess data from many sources. Below we demonstrate how to obtain Sentinel-2 imagery for a desired location (our field boundary) and time range (some time around when the field samples were collected)." - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "START_DATE=datetime(day=30, month=6, year=2022)\n", - "END_DATE=datetime(day=2, month=7, year=2022)" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
\n"
-                        ],
-                        "text/plain": []
-                    },
-                    "metadata": {},
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-                },
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-            "source": [
-                "# sr_id: EPSG code for the coordinate system (CRS) used in the GeoJSON file\n",
-                "# containing the field boundary\n",
-                "# EPSG:4326 is the WGS-84 CRS (lat-lon) usually used in GeoJSON files\n",
-                "# Change this if your samples are provided in a different (projected) CRS\n",
-                "imagery = utils.get_raster_from_cluster(\n",
-                "    farm_boundary=FARM_BOUNDARY,\n",
-                "    time_range=(START_DATE, END_DATE),\n",
-                "    sr_id=4326\n",
-                ")"
-            ]
-        },
-        {
-            "cell_type": "markdown",
-            "metadata": {},
-            "source": [
-                "### 2. Ingest user-provided TIFF\n",
-                "Run this if you prefer ingesting your own raster into the cluster that already exist in azure storage account. The raster ingesting should have required bands to compute index in next section. \n",
-                "\n",
-                "For example, if you're ingesting the Sentinel Raster then bands should be mapped as below. It's the format supported by [Spyndex library](https://github.com/awesome-spectral-indices/awesome-spectral-indices#expressions)\n",
-                "\n",
-                "{'B01': 0, 'B02': 1, 'B03': 2, 'B04': 3, 'B05': 4, 'B06': 5, 'B07': 6, 'B08': 7, 'B8A': 8, 'B09': 9, 'B11': 10, 'B12': 11}\n",
-                "\n",
-                "If you are ingesting the custom multi spectral raster image that has three bands representing red, blue and nir then bands should be mapped as below.\n",
-                "\n",
-                "{\"R\": 0, \"B\": 1, \"N\": 2}\n",
-                "\n",
-                "Note: To map the bands for Sentinel, Landsat etc., look at respective columns in [Spyndex library documentation](https://github.com/awesome-spectral-indices/awesome-spectral-indices#expressions), if column not found then map the bands based on column \"Standard\"\n"
-            ]
-        },
-        {
-            "cell_type": "code",
-            "execution_count": null,
-            "metadata": {},
-            "outputs": [],
-            "source": [
-                "# Url the cluster will use to access the file, e.g., a signed blob URL\n",
-                "IMAGERY_URL = \"\""
-            ]
-        },
-        {
-            "cell_type": "code",
-            "execution_count": null,
-            "metadata": {},
-            "outputs": [],
-            "source": [
-                "# Ingest the data into the cluster. A `Raster` is returned\n",
-                "imagery = utils.get_raster_from_external(imagery_url=IMAGERY_URL, farm_boundary=FARM_BOUNDARY)\n",
-                "# Set the bands so that we know which band is what when computing indices\n",
-                "# These are the band names for an L2A Sentinel-2 raster\n",
-                "imagery.bands = {'B01': 0, 'B02': 1, 'B03': 2, 'B04': 3, 'B05': 4, 'B06': 5, 'B07': 6, 'B08': 7, 'B8A': 8, 'B09': 9, 'B11': 10, 'B12': 11}"
-            ]
-        },
-        {
-            "cell_type": "markdown",
-            "metadata": {},
-            "source": [
-                "### Optimal Locations with nutrient information\n",
-                "\n",
-                "Upload the nutrients associated with optimal sensor/sample locations and cluster_boundaries to storage account and get the SAS url. The SAS url generated should be accessible through the internet since it will be downloaded from FarmVibes.AI cluster.\n",
-                "\n",
-                "We provide an example of attribute and geometry information in the file `sensor_samples.geojson`."
-            ]
-        },
-        {
-            "cell_type": "code",
-            "execution_count": 19,
-            "metadata": {},
-            "outputs": [],
-            "source": [
-                "cluster_boundaries_url = \"\"\n",
-                "nutrients_url = \"\""
-            ]
-        },
-        {
-            "cell_type": "markdown",
-            "metadata": {},
-            "source": [
-                "## Heatmap workflow"
-            ]
-        },
-        {
-            "cell_type": "code",
-            "execution_count": 6,
-            "metadata": {},
-            "outputs": [
-                {
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Workflow: farm_ai/agriculture/heatmap_using_neighboring_data_points\n",
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-                            "Description:\n",
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    Creates heatmap using the neighbors by performing spatial interpolation operations. It utilizes \n",
-                            "    soil information collected at optimal sensor/sample locations and downloaded sentinel satellite \n",
-                            "    imagery. The optimal location of nutrient samples are identified using workflow                 \n",
-                            "    <farm_ai/sensor/optimal_locations>. The quantity of samples defines the accuracy of the heatmap \n",
-                            "    generation. During the research performed testing on a 100 acre farm using sample count of      \n",
-                            "    approximately 20, 80, 130, 600. The research concluded that a sample count of 20 provided decent\n",
-                            "    results, also accuracy of nutrient information improved with increase in sample count.          \n",
-                            "
\n" - ], - "text/plain": [ - " Creates heatmap using the neighbors by performing spatial interpolation operations. It utilizes \n", - " soil information collected at optimal sensor/sample locations and downloaded sentinel satellite \n", - " imagery. The optimal location of nutrient samples are identified using workflow \n", - " . The quantity of samples defines the accuracy of the heatmap \n", - " generation. During the research performed testing on a 100 acre farm using sample count of \n", - " approximately 20, 80, 130, 600. The research concluded that a sample count of 20 provided decent\n", - " results, also accuracy of nutrient information improved with increase in sample count. \n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
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-                            "Sources:\n",
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    - input_raster (vibe_core.data.rasters.Raster): Sentinel-2 raster.                              \n",
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    - input_samples (List[vibe_core.data.core_types.ExternalReferenceList]): Sensor samples with    \n",
-                            "    nutrient information.                                                                           \n",
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    - input_sample_clusters (List[vibe_core.data.core_types.ExternalReferenceList]): Clusters       \n",
-                            "    boundaries of sensor samples locations.                                                         \n",
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    - result (vibe_core.data.core_types.DataVibe): Zip file containing heatmap output as shape      \n",
-                            "    files.                                                                                          \n",
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-                            "Parameters:\n",
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    - attribute_name (default: C): Nutrient property name in sensor samples geojson file. For       \n",
-                            "    example: CARBON (C), Nitrogen (N), Phosphorus (P) etc.,                                         \n",
-                            "
\n" - ], - "text/plain": [ - " - \u001b[1mattribute_name\u001b[0m (\u001b[34mdefault: C\u001b[0m): Nutrient property name in sensor samples geojson file. For \n", - " example: CARBON (C), Nitrogen (N), Phosphorus (P) etc., \n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
    - simplify (default: simplify): Replace small polygons in input with value of their largest     \n",
-                            "    neighbor after converting from raster to vector. Accepts 'simplify' or 'convex' or 'none'.      \n",
-                            "
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    - tolerance (default: 1.0): All parts of a [simplified                                          \n",
-                            "    geometry](https://geopandas.org/en/stable/docs/reference/api/geopandas.GeoSeries.simplify.html) \n",
-                            "    will be no more than tolerance distance from the original. It has the same units as the         \n",
-                            "    coordinate reference system of the GeoSeries. For example, using tolerance=100 in a projected   \n",
-                            "    CRS with meters as units means a distance of 100 meters in reality.                             \n",
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    - algorithm (default: nearest neighbor): Algorithm used to identify nearest neighbors. Accepts  \n",
-                            "    'cluster overlap' or 'nearest neighbor' or 'kriging neighbor'.                                  \n",
-                            "
\n" - ], - "text/plain": [ - " - \u001b[1malgorithm\u001b[0m (\u001b[34mdefault: nearest neighbor\u001b[0m): Algorithm used to identify nearest neighbors. Accepts \n", - " 'cluster overlap' or 'nearest neighbor' or 'kriging neighbor'. \n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
    - resolution (default: 5): Defines the output resolution as the ratio of input raster           \n",
-                            "    resolution. For example, if resolution is 5, the output heatmap is 5 times coarser than input   \n",
-                            "    raster.                                                                                         \n",
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    - bins (default: 5): it defines the number of equal-width bins in the given range.Refer to this \n",
-                            "    article to learn more about bins                                                                \n",
-                            "    https://numpy.org/doc/stable/reference/generated/numpy.histogram.html                           \n",
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-                            "Tasks:\n",
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    - download_samples: Adds user geometries into the cluster storage, allowing for them to be used \n",
-                            "    on workflows.                                                                                   \n",
-                            "
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    - download_sample_clusters: Adds user geometries into the cluster storage, allowing for them to \n",
-                            "    be used on workflows.                                                                           \n",
-                            "
\n" - ], - "text/plain": [ - " - \u001b[1mdownload_sample_clusters\u001b[0m: Adds user geometries into the cluster storage, allowing for them to \n", - " be used on workflows. \n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
    - soil_sample_heatmap: Generate heatmap for nutrients using satellite or spaceEye imagery.      \n",
-                            "
\n" - ], - "text/plain": [ - " - \u001b[1msoil_sample_heatmap\u001b[0m: Generate heatmap for nutrients using satellite or spaceEye imagery. \n" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "client = get_default_vibe_client()\n", - "client.document_workflow(\"farm_ai/agriculture/heatmap_using_neighboring_data_points\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Generating a Carbon heatmap\n", - "We demonstrate how to generate a carbon heatmap using the Enhanced Vegetation Index (EVI). In the provided sample file, the sensor samples have carbon information in attribute \"C\". Parameters for a workflow run are defined in a dict as shown below." - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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-            ],
-            "source": [
-                "# input parameters\n",
-                "parameters = {\n",
-                "        \"attribute_name\": \"C\",\n",
-                "        \"simplify\": \"simplify\",\n",
-                "        \"tolerance\": 1,\n",
-                "        \"algorithm\":\"cluster overlap\",\n",
-                "        \"resolution\": 3,\n",
-                "        \"bins\":5\n",
-                "        }\n",
-                "\n",
-                "shape_file_path, raster_path = utils.create_heatmap_using_neighbors(\n",
-                "        imagery=imagery,\n",
-                "        samples_boundary_url=cluster_boundaries_url,\n",
-                "        samples_url=nutrients_url,\n",
-                "        farm_boundary = FARM_BOUNDARY,\n",
-                "        parameters = parameters\n",
-                ")"
-            ]
-        },
-        {
-            "cell_type": "code",
-            "execution_count": 8,
-            "metadata": {},
-            "outputs": [
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-                            "{'mae': 0.0001480257315825597,\n",
-                            " 'rmse': 0.00031069752978528945,\n",
-                            " 'relative_error': 0.0022180167504714664}"
-                        ]
-                    },
-                    "execution_count": 8,
-                    "metadata": {},
-                    "output_type": "execute_result"
-                }
-            ],
-            "source": [
-                "utils.calculate_accuracy(nutrients_url, FARM_BOUNDARY, raster_path, \"C\")"
-            ]
-        },
-        {
-            "cell_type": "markdown",
-            "metadata": {},
-            "source": [
-                "### Output visualization\n",
-                "We use matplotlib and geopandas to display the results of the workflow from the shapefiles. This is a quick way to get a high level view the workflow output. To get a more detailed look, we recommend opening the generated files and input raster in a geographic analysis platform, such as [QGIS](https://www.qgis.org/en/site/). This will allow you to zoom in and more closely examine the results."
-            ]
-        },
-        {
-            "cell_type": "code",
-            "execution_count": 9,
-            "metadata": {},
-            "outputs": [
-                {
-                    "data": {
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",
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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "utils.view_output(shape_file_path, title=\"Heatmap for Carbon\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Generating a Nitrogen heatmap\n", - "We demonstrate how to generate a nitrogen heatmap using the Enhanced Vegetation Index (EVI). In the provided sample file, the sensor samples have nitrogen information in attribute \"N\". Parameters for a workflow run are defined in a dict as shown below." - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
\n"
-                        ],
-                        "text/plain": []
-                    },
-                    "metadata": {},
-                    "output_type": "display_data"
-                },
-                {
-                    "data": {
-                        "text/html": [
-                            "
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-                        ],
-                        "text/plain": []
-                    },
-                    "metadata": {},
-                    "output_type": "display_data"
-                }
-            ],
-            "source": [
-                "# input parameters\n",
-                "parameters = {\n",
-                "        \"attribute_name\": \"N\",\n",
-                "        \"simplify\": \"simplify\",\n",
-                "        \"tolerance\": 1,\n",
-                "        \"algorithm\":\"nearest neighbor\",\n",
-                "        \"resolution\": 5,\n",
-                "        \"bins\":5\n",
-                "        }\n",
-                "\n",
-                "shape_file_path, raster_path = utils.create_heatmap_using_neighbors(\n",
-                "        imagery=imagery, \n",
-                "        samples_boundary_url=cluster_boundaries_url,\n",
-                "        samples_url=nutrients_url,\n",
-                "        farm_boundary = FARM_BOUNDARY,\n",
-                "        parameters = parameters\n",
-                ")"
-            ]
-        },
-        {
-            "cell_type": "markdown",
-            "metadata": {},
-            "source": [
-                "### Output visualization\n",
-                "We use matplotlib and geopandas to display the results of the workflow from the shapefiles. This is a quick way to get a high level view the workflow output. To get a more detailed look, we recommend opening the generated files and input raster in a geographic analysis platform, such as [QGIS](https://www.qgis.org/en/site/). This will allow you to zoom in and more closely examine the results."
-            ]
-        },
-        {
-            "cell_type": "code",
-            "execution_count": 11,
-            "metadata": {},
-            "outputs": [
-                {
-                    "data": {
-                        "image/png": 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",
-                        "text/plain": [
-                            "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "utils.view_output(shape_file_path, title=\"Heatmap for Nitrogen\")" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
\n"
-                        ],
-                        "text/plain": []
-                    },
-                    "metadata": {},
-                    "output_type": "display_data"
-                },
-                {
-                    "data": {
-                        "text/html": [
-                            "
\n"
-                        ],
-                        "text/plain": []
-                    },
-                    "metadata": {},
-                    "output_type": "display_data"
-                },
-                {
-                    "data": {
-                        "text/plain": [
-                            "{'mae': 0.20921648387340408,\n",
-                            " 'rmse': 0.5420335800524969,\n",
-                            " 'relative_error': 0.005774186670234012}"
-                        ]
-                    },
-                    "execution_count": 12,
-                    "metadata": {},
-                    "output_type": "execute_result"
-                }
-            ],
-            "source": [
-                "utils.calculate_accuracy(nutrients_url, FARM_BOUNDARY, raster_path, \"N\")"
-            ]
-        },
-        {
-            "cell_type": "markdown",
-            "metadata": {},
-            "source": [
-                "## Generating a Phosphorus heatmap\n",
-                "The information about phosphorus is available in the attribute `P`, so we change the parameter accordingly. We also use EVI for this parameter."
-            ]
-        },
-        {
-            "cell_type": "code",
-            "execution_count": 13,
-            "metadata": {},
-            "outputs": [
-                {
-                    "data": {
-                        "text/html": [
-                            "
\n"
-                        ],
-                        "text/plain": []
-                    },
-                    "metadata": {},
-                    "output_type": "display_data"
-                },
-                {
-                    "data": {
-                        "text/html": [
-                            "
\n"
-                        ],
-                        "text/plain": []
-                    },
-                    "metadata": {},
-                    "output_type": "display_data"
-                }
-            ],
-            "source": [
-                "# input parameters\n",
-                "parameters = {\n",
-                "        \"attribute_name\": \"P\",\n",
-                "        \"simplify\": \"simplify\",\n",
-                "        \"tolerance\": 1,\n",
-                "        \"algorithm\":\"nearest neighbor\",\n",
-                "        \"resolution\": 5,\n",
-                "        \"bins\":5\n",
-                "        }\n",
-                "\n",
-                "shape_file_path, raster_path = utils.create_heatmap_using_neighbors(\n",
-                "        imagery=imagery, \n",
-                "        samples_boundary_url=cluster_boundaries_url,\n",
-                "        samples_url=nutrients_url,\n",
-                "        farm_boundary = FARM_BOUNDARY,\n",
-                "        parameters = parameters\n",
-                ")"
-            ]
-        },
-        {
-            "cell_type": "code",
-            "execution_count": 14,
-            "metadata": {},
-            "outputs": [
-                {
-                    "data": {
-                        "image/png": 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-                        "text/plain": [
-                            "{'mae': 1.1603435184289237,\n",
-                            " 'rmse': 2.22361920087616,\n",
-                            " 'relative_error': 0.08910255273466096}"
-                        ]
-                    },
-                    "execution_count": 15,
-                    "metadata": {},
-                    "output_type": "execute_result"
-                }
-            ],
-            "source": [
-                "utils.calculate_accuracy(nutrients_url, FARM_BOUNDARY, raster_path, \"P\")"
-            ]
-        },
-        {
-            "cell_type": "markdown",
-            "metadata": {},
-            "source": [
-                "## Generating a pH heatmap\n",
-                "We found that the Photochemical Reflectance Index (PRI) has better correlation with pH values, so we adjust the index as well. Get sample location for index PRI. For identified latitude & longitude of sample locations derive nutrient information. Upload derived information and sample location boundaries to storage account and get SAS Url."
-            ]
-        },
-        {
-            "cell_type": "code",
-            "execution_count": null,
-            "metadata": {},
-            "outputs": [],
-            "source": [
-                "cluster_boundaries_url = \"\"\n",
-                "nutrients_url = \"\""
-            ]
-        },
-        {
-            "cell_type": "code",
-            "execution_count": 16,
-            "metadata": {},
-            "outputs": [
-                {
-                    "data": {
-                        "text/html": [
-                            "
\n"
-                        ],
-                        "text/plain": []
-                    },
-                    "metadata": {},
-                    "output_type": "display_data"
-                },
-                {
-                    "data": {
-                        "text/html": [
-                            "
\n"
-                        ],
-                        "text/plain": []
-                    },
-                    "metadata": {},
-                    "output_type": "display_data"
-                }
-            ],
-            "source": [
-                "# input parameters\n",
-                "parameters = {\n",
-                "        \"attribute_name\": \"pH\",\n",
-                "        \"simplify\": \"simplify\",\n",
-                "        \"tolerance\": 1,\n",
-                "        \"algorithm\":\"nearest neighbor\",\n",
-                "        \"resolution\": 5,\n",
-                "        \"bins\":5\n",
-                "        }\n",
-                "\n",
-                "shape_file_path, raster_path = utils.create_heatmap_using_neighbors(\n",
-                "        imagery=imagery, \n",
-                "        samples_boundary_url=cluster_boundaries_url,\n",
-                "        samples_url=nutrients_url,\n",
-                "        farm_boundary = FARM_BOUNDARY,\n",
-                "        parameters = parameters\n",
-                ")"
-            ]
-        },
-        {
-            "cell_type": "code",
-            "execution_count": 17,
-            "metadata": {},
-            "outputs": [
-                {
-                    "data": {
-                        "image/png": 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-                    "data": {
-                        "text/plain": [
-                            "{'mae': 0.005409858200285278,\n",
-                            " 'rmse': 0.011353036453740525,\n",
-                            " 'relative_error': 0.0007494613328657269}"
-                        ]
-                    },
-                    "execution_count": 18,
-                    "metadata": {},
-                    "output_type": "execute_result"
-                }
-            ],
-            "source": [
-                "utils.calculate_accuracy(nutrients_url, FARM_BOUNDARY, raster_path, \"pH\")"
-            ]
-        }
-    ],
-    "metadata": {
-        "description": "Estimate a heatmap of soil nutrients based on neighboring soil samples with location suggested by an optimal sensor placement workflow.",
-        "disk_space": "",
-        "kernelspec": {
-            "display_name": "Python 3 (ipykernel)",
-            "language": "python",
-            "name": "python3"
-        },
-        "language_info": {
-            "codemirror_mode": {
-                "name": "ipython",
-                "version": 3
-            },
-            "file_extension": ".py",
-            "mimetype": "text/x-python",
-            "name": "python",
-            "nbconvert_exporter": "python",
-            "pygments_lexer": "ipython3",
-            "version": "3.8.15"
-        },
-        "name": "Nutrient Heatmap Estimation - Neighbors",
-        "running_time": "",
-        "tags": [
-            "Sustainability",
-            "Index Computation",
-            "Model Training",
-            "Sentinel",
-            "Working with Custom Workflows"
-        ],
-        "vscode": {
-            "interpreter": {
-                "hash": "2aa0580ea024b7f7eb69f04a32a9c9b086c2434662745a322e5dbb797c6875b3"
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+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# FarmVibes.AI Nutrients Heatmap using optimal sensor/sample locations\n",
+    "\n",
+    "This notebook is enhanced version of existing notebook [nutrients_using_classification.ipynb](). It generates the heatmap using the neighbor data points. The soil property data points were identified by optimal sensor/sample locations workflow. This notebook [notebooks/sensor/optimal_sample_collection.ipynb]() demonstrates generating a heatmap based on input imagery and nutrient information collected for the optimal sensor/sample locations.\n",
+    "\n",
+    "This workflow ingests user data into the cluster. The reference to the data should be accessible via the internet and, for this demo, we assume it is saved in a remote location such as Azure blob storage.\n",
+    "\n",
+    "\n",
+    "### Micromamba environment setup\n",
+    "We provide a micromamba environment with the package requirements to run this notebook. If you do not have micromamba installed, please follow the instructions from the [micromamba installation guide](https://mamba.readthedocs.io/en/latest/installation/micromamba-installation.html).\n",
+    "\n",
+    "The micromamba environment can be created and activated using the commands below:\n",
+    "\n",
+    "```bash\n",
+    "$ micromamba env create -f ./nutrients.yaml\n",
+    "$ micromamba activate nutrients\n",
+    "```"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Useful libraries\n",
+    "\n",
+    "Below are the main libraries used for this example and other useful links:\n",
+    "- [NumPy](https://github.com/numpy/numpy) is a python package that provides powerful N-dimensional array object, broadcasting functions and useful linear algebra, Fourier transform, and random number capabilities.\n",
+    "- [pandas](https://github.com/scikit-learn/scikit-learn) is a Python package that provides fast, flexible, and expressive data structures designed to make working with \"relational\" or \"labeled\" data both easy and intuitive.\n",
+    "- [rasterio](https://github.com/rasterio/rasterio) is a library for reading and writing geospatial raster data. It is used on torchgeo and rioxarray. It is a good option when reading/writing GeoTIFFs.\n",
+    "- [Scikit-Learn](https://github.com/scikit-learn/scikit-learn) is a Python package for machine learning built on top of SciPy. It Simple and efficient tools for predictive data analysis.\n",
+    "- [Shapely](https://github.com/shapely/shapely) is a library for manipulating geometric shapes."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Imports & API Client"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from datetime import datetime\n",
+    "\n",
+    "from notebook_lib import utils\n",
+    "\n",
+    "from vibe_core.client import get_default_vibe_client"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Workflow Inputs\n",
+    "The main workflow inputs are as follows:\n",
+    "- [farm_boundary](https://geojson.org/): Boundary of the field in geojson format. It is used to clip the satellite imagery to an area of interest and run the workflow. A sample field boundary is provided in the file `./sensor_farm_boundary.geojson`.\n",
+    "\n",
+    "- imagery: Satellite imagery with multispectral bands to create raster indices. In this demo we are using Sentinel-2 imagery, which can be ingested by running a FarmVibes.AI workflow or a user provided url.\n",
+    "\n",
+    "*Note - The provided sample data (sensor_farm_boundary.geojson, sensor_samples.geojson) is intended to help the user understand how to run the workflow and contains mock data.*"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "FARM_BOUNDARY = \"./sensor_farm_boundary.geojson\""
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Satellite imagery\n",
+    "Below we outline two methods for getting a raster that contains the satellite imagery used to generate the heatmap. Run the appropriate section below to ingest the data according to your preference.\n",
+    "\n",
+    "### 1. Use the FarmVibes.AI workfow\n",
+    "FarmVibes.AI has several workflows that will ingest and preprocess data from many sources. Below we demonstrate how to obtain Sentinel-2 imagery for a desired location (our field boundary) and time range (some time around when the field samples were collected)."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "START_DATE=datetime(day=30, month=6, year=2022)\n",
+    "END_DATE=datetime(day=2, month=7, year=2022)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "
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+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
     },
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-    "nbformat_minor": 2
+    {
+     "data": {
+      "text/html": [
+       "
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+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# sr_id: EPSG code for the coordinate system (CRS) used in the GeoJSON file\n",
+    "# containing the field boundary\n",
+    "# EPSG:4326 is the WGS-84 CRS (lat-lon) usually used in GeoJSON files\n",
+    "# Change this if your samples are provided in a different (projected) CRS\n",
+    "imagery = utils.get_raster_from_cluster(\n",
+    "    farm_boundary=FARM_BOUNDARY,\n",
+    "    time_range=(START_DATE, END_DATE),\n",
+    "    sr_id=4326\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### 2. Ingest user-provided TIFF\n",
+    "Run this if you prefer ingesting your own raster into the cluster that already exist in azure storage account. The raster ingesting should have required bands to compute index in next section. \n",
+    "\n",
+    "For example, if you're ingesting the Sentinel Raster then bands should be mapped as below. It's the format supported by [Spyndex library](https://github.com/awesome-spectral-indices/awesome-spectral-indices#expressions)\n",
+    "\n",
+    "{'B01': 0, 'B02': 1, 'B03': 2, 'B04': 3, 'B05': 4, 'B06': 5, 'B07': 6, 'B08': 7, 'B8A': 8, 'B09': 9, 'B11': 10, 'B12': 11}\n",
+    "\n",
+    "If you are ingesting the custom multi spectral raster image that has three bands representing red, blue and nir then bands should be mapped as below.\n",
+    "\n",
+    "{\"R\": 0, \"B\": 1, \"N\": 2}\n",
+    "\n",
+    "Note: To map the bands for Sentinel, Landsat etc., look at respective columns in [Spyndex library documentation](https://github.com/awesome-spectral-indices/awesome-spectral-indices#expressions), if column not found then map the bands based on column \"Standard\"\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Url the cluster will use to access the file, e.g., a signed blob URL\n",
+    "IMAGERY_URL = \"\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Ingest the data into the cluster. A `Raster` is returned\n",
+    "imagery = utils.get_raster_from_external(imagery_url=IMAGERY_URL, farm_boundary=FARM_BOUNDARY)\n",
+    "# Set the bands so that we know which band is what when computing indices\n",
+    "# These are the band names for an L2A Sentinel-2 raster\n",
+    "imagery.bands = {'B01': 0, 'B02': 1, 'B03': 2, 'B04': 3, 'B05': 4, 'B06': 5, 'B07': 6, 'B08': 7, 'B8A': 8, 'B09': 9, 'B11': 10, 'B12': 11}"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Optimal Locations with nutrient information\n",
+    "\n",
+    "Upload the nutrients associated with optimal sensor/sample locations and cluster_boundaries to storage account and get the SAS url. The SAS url generated should be accessible through the internet since it will be downloaded from FarmVibes.AI cluster.\n",
+    "\n",
+    "We provide an example of attribute and geometry information in the file `sensor_samples.geojson`."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "cluster_boundaries_url = \"\"\n",
+    "nutrients_url = \"\""
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Heatmap workflow"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
Workflow: farm_ai/agriculture/heatmap_using_neighboring_data_points\n",
+       "
\n" + ], + "text/plain": [ + "\u001b[1;32mWorkflow:\u001b[0m \u001b[1;4;38;5;27mfarm_ai/agriculture/heatmap_using_neighboring_data_points\u001b[0m\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
\n",
+       "Description:\n",
+       "
\n" + ], + "text/plain": [ + "\n", + "\u001b[1;32mDescription:\u001b[0m\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    Creates heatmap using the neighbors by performing spatial interpolation operations. It utilizes \n",
+       "    soil information collected at optimal sensor/sample locations and downloaded sentinel satellite \n",
+       "    imagery. The optimal location of nutrient samples are identified using workflow                 \n",
+       "    <farm_ai/sensor/optimal_locations>. The quantity of samples defines the accuracy of the heatmap \n",
+       "    generation. During the research performed testing on a 100 acre farm using sample count of      \n",
+       "    approximately 20, 80, 130, 600. The research concluded that a sample count of 20 provided decent\n",
+       "    results, also accuracy of nutrient information improved with increase in sample count.          \n",
+       "
\n" + ], + "text/plain": [ + " Creates heatmap using the neighbors by performing spatial interpolation operations. It utilizes \n", + " soil information collected at optimal sensor/sample locations and downloaded sentinel satellite \n", + " imagery. The optimal location of nutrient samples are identified using workflow \n", + " . The quantity of samples defines the accuracy of the heatmap \n", + " generation. During the research performed testing on a 100 acre farm using sample count of \n", + " approximately 20, 80, 130, 600. The research concluded that a sample count of 20 provided decent\n", + " results, also accuracy of nutrient information improved with increase in sample count. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
\n",
+       "Sources:\n",
+       "
\n" + ], + "text/plain": [ + "\n", + "\u001b[1;32mSources:\u001b[0m\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - input_raster (vibe_core.data.rasters.Raster): Sentinel-2 raster.                              \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1minput_raster\u001b[0m (\u001b[34mvibe_core.data.rasters.Raster\u001b[0m): Sentinel-2 raster. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - input_samples (List[vibe_core.data.core_types.ExternalReferenceList]): Sensor samples with    \n",
+       "    nutrient information.                                                                           \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1minput_samples\u001b[0m (\u001b[34mList[vibe_core.data.core_types.ExternalReferenceList]\u001b[0m): Sensor samples with \n", + " nutrient information. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - input_sample_clusters (List[vibe_core.data.core_types.ExternalReferenceList]): Clusters       \n",
+       "    boundaries of sensor samples locations.                                                         \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1minput_sample_clusters\u001b[0m (\u001b[34mList[vibe_core.data.core_types.ExternalReferenceList]\u001b[0m): Clusters \n", + " boundaries of sensor samples locations. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
\n",
+       "Sinks:\n",
+       "
\n" + ], + "text/plain": [ + "\n", + "\u001b[1;32mSinks:\u001b[0m\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - result (vibe_core.data.core_types.DataVibe): Zip file containing heatmap output as shape      \n",
+       "    files.                                                                                          \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mresult\u001b[0m (\u001b[34mvibe_core.data.core_types.DataVibe\u001b[0m): Zip file containing heatmap output as shape \n", + " files. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
\n",
+       "Parameters:\n",
+       "
\n" + ], + "text/plain": [ + "\n", + "\u001b[1;32mParameters:\u001b[0m\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - attribute_name (default: C): Nutrient property name in sensor samples geojson file. For       \n",
+       "    example: CARBON (C), Nitrogen (N), Phosphorus (P) etc.,                                         \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mattribute_name\u001b[0m (\u001b[34mdefault: C\u001b[0m): Nutrient property name in sensor samples geojson file. For \n", + " example: CARBON (C), Nitrogen (N), Phosphorus (P) etc., \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - simplify (default: simplify): Replace small polygons in input with value of their largest     \n",
+       "    neighbor after converting from raster to vector. Accepts 'simplify' or 'convex' or 'none'.      \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1msimplify\u001b[0m (\u001b[34mdefault: simplify\u001b[0m): Replace small polygons in input with value of their largest \n", + " neighbor after converting from raster to vector. Accepts 'simplify' or 'convex' or 'none'. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - tolerance (default: 1.0): All parts of a [simplified                                          \n",
+       "    geometry](https://geopandas.org/en/stable/docs/reference/api/geopandas.GeoSeries.simplify.html) \n",
+       "    will be no more than tolerance distance from the original. It has the same units as the         \n",
+       "    coordinate reference system of the GeoSeries. For example, using tolerance=100 in a projected   \n",
+       "    CRS with meters as units means a distance of 100 meters in reality.                             \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mtolerance\u001b[0m (\u001b[34mdefault: 1.0\u001b[0m): All parts of a [simplified \n", + " geometry](https://geopandas.org/en/stable/docs/reference/api/geopandas.GeoSeries.simplify.html) \n", + " will be no more than tolerance distance from the original. It has the same units as the \n", + " coordinate reference system of the GeoSeries. For example, using tolerance=100 in a projected \n", + " CRS with meters as units means a distance of 100 meters in reality. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - algorithm (default: nearest neighbor): Algorithm used to identify nearest neighbors. Accepts  \n",
+       "    'cluster overlap' or 'nearest neighbor' or 'kriging neighbor'.                                  \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1malgorithm\u001b[0m (\u001b[34mdefault: nearest neighbor\u001b[0m): Algorithm used to identify nearest neighbors. Accepts \n", + " 'cluster overlap' or 'nearest neighbor' or 'kriging neighbor'. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - resolution (default: 5): Defines the output resolution as the ratio of input raster           \n",
+       "    resolution. For example, if resolution is 5, the output heatmap is 5 times coarser than input   \n",
+       "    raster.                                                                                         \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mresolution\u001b[0m (\u001b[34mdefault: 5\u001b[0m): Defines the output resolution as the ratio of input raster \n", + " resolution. For example, if resolution is 5, the output heatmap is 5 times coarser than input \n", + " raster. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - bins (default: 5): it defines the number of equal-width bins in the given range.Refer to this \n",
+       "    article to learn more about bins                                                                \n",
+       "    https://numpy.org/doc/stable/reference/generated/numpy.histogram.html                           \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mbins\u001b[0m (\u001b[34mdefault: 5\u001b[0m): it defines the number of equal-width bins in the given range.Refer to this \n", + " article to learn more about bins \n", + " https://numpy.org/doc/stable/reference/generated/numpy.histogram.html \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
\n",
+       "Tasks:\n",
+       "
\n" + ], + "text/plain": [ + "\n", + "\u001b[1;32mTasks:\u001b[0m\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - download_samples: Adds user geometries into the cluster storage, allowing for them to be used \n",
+       "    on workflows.                                                                                   \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mdownload_samples\u001b[0m: Adds user geometries into the cluster storage, allowing for them to be used \n", + " on workflows. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - download_sample_clusters: Adds user geometries into the cluster storage, allowing for them to \n",
+       "    be used on workflows.                                                                           \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mdownload_sample_clusters\u001b[0m: Adds user geometries into the cluster storage, allowing for them to \n", + " be used on workflows. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - soil_sample_heatmap: Generate heatmap for nutrients using satellite or spaceEye imagery.      \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1msoil_sample_heatmap\u001b[0m: Generate heatmap for nutrients using satellite or spaceEye imagery. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "client = get_default_vibe_client()\n", + "client.document_workflow(\"farm_ai/agriculture/heatmap_using_neighboring_data_points\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Generating a Carbon heatmap\n", + "We demonstrate how to generate a carbon heatmap using the Enhanced Vegetation Index (EVI). In the provided sample file, the sensor samples have carbon information in attribute \"C\". Parameters for a workflow run are defined in a dict as shown below." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# input parameters\n",
+    "parameters = {\n",
+    "        \"attribute_name\": \"C\",\n",
+    "        \"simplify\": \"simplify\",\n",
+    "        \"tolerance\": 1,\n",
+    "        \"algorithm\":\"cluster overlap\",\n",
+    "        \"resolution\": 3,\n",
+    "        \"bins\":5\n",
+    "        }\n",
+    "\n",
+    "shape_file_path, raster_path = utils.create_heatmap_using_neighbors(\n",
+    "        imagery=imagery,\n",
+    "        samples_boundary_url=cluster_boundaries_url,\n",
+    "        samples_url=nutrients_url,\n",
+    "        farm_boundary = FARM_BOUNDARY,\n",
+    "        parameters = parameters\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "{'mae': 0.0001480257315825597,\n",
+       " 'rmse': 0.00031069752978528945,\n",
+       " 'relative_error': 0.0022180167504714664}"
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "utils.calculate_accuracy(nutrients_url, FARM_BOUNDARY, raster_path, \"C\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Output visualization\n",
+    "We use matplotlib and geopandas to display the results of the workflow from the shapefiles. This is a quick way to get a high level view the workflow output. To get a more detailed look, we recommend opening the generated files and input raster in a geographic analysis platform, such as [QGIS](https://www.qgis.org/en/site/). This will allow you to zoom in and more closely examine the results."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "utils.view_output(shape_file_path, title=\"Heatmap for Carbon\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Generating a Nitrogen heatmap\n", + "We demonstrate how to generate a nitrogen heatmap using the Enhanced Vegetation Index (EVI). In the provided sample file, the sensor samples have nitrogen information in attribute \"N\". Parameters for a workflow run are defined in a dict as shown below." + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# input parameters\n",
+    "parameters = {\n",
+    "        \"attribute_name\": \"N\",\n",
+    "        \"simplify\": \"simplify\",\n",
+    "        \"tolerance\": 1,\n",
+    "        \"algorithm\":\"nearest neighbor\",\n",
+    "        \"resolution\": 5,\n",
+    "        \"bins\":5\n",
+    "        }\n",
+    "\n",
+    "shape_file_path, raster_path = utils.create_heatmap_using_neighbors(\n",
+    "        imagery=imagery,\n",
+    "        samples_boundary_url=cluster_boundaries_url,\n",
+    "        samples_url=nutrients_url,\n",
+    "        farm_boundary = FARM_BOUNDARY,\n",
+    "        parameters = parameters\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Output visualization\n",
+    "We use matplotlib and geopandas to display the results of the workflow from the shapefiles. This is a quick way to get a high level view the workflow output. To get a more detailed look, we recommend opening the generated files and input raster in a geographic analysis platform, such as [QGIS](https://www.qgis.org/en/site/). This will allow you to zoom in and more closely examine the results."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "utils.view_output(shape_file_path, title=\"Heatmap for Nitrogen\")" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "{'mae': 0.20921648387340408,\n",
+       " 'rmse': 0.5420335800524969,\n",
+       " 'relative_error': 0.005774186670234012}"
+      ]
+     },
+     "execution_count": 12,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "utils.calculate_accuracy(nutrients_url, FARM_BOUNDARY, raster_path, \"N\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Generating a Phosphorus heatmap\n",
+    "The information about phosphorus is available in the attribute `P`, so we change the parameter accordingly. We also use EVI for this parameter."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# input parameters\n",
+    "parameters = {\n",
+    "        \"attribute_name\": \"P\",\n",
+    "        \"simplify\": \"simplify\",\n",
+    "        \"tolerance\": 1,\n",
+    "        \"algorithm\":\"nearest neighbor\",\n",
+    "        \"resolution\": 5,\n",
+    "        \"bins\":5\n",
+    "        }\n",
+    "\n",
+    "shape_file_path, raster_path = utils.create_heatmap_using_neighbors(\n",
+    "        imagery=imagery,\n",
+    "        samples_boundary_url=cluster_boundaries_url,\n",
+    "        samples_url=nutrients_url,\n",
+    "        farm_boundary = FARM_BOUNDARY,\n",
+    "        parameters = parameters\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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+      "text/plain": [
+       "{'mae': 1.1603435184289237,\n",
+       " 'rmse': 2.22361920087616,\n",
+       " 'relative_error': 0.08910255273466096}"
+      ]
+     },
+     "execution_count": 15,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "utils.calculate_accuracy(nutrients_url, FARM_BOUNDARY, raster_path, \"P\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Generating a pH heatmap\n",
+    "We found that the Photochemical Reflectance Index (PRI) has better correlation with pH values, so we adjust the index as well. Get sample location for index PRI. For identified latitude & longitude of sample locations derive nutrient information. Upload derived information and sample location boundaries to storage account and get SAS Url."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "cluster_boundaries_url = \"\"\n",
+    "nutrients_url = \"\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# input parameters\n",
+    "parameters = {\n",
+    "        \"attribute_name\": \"pH\",\n",
+    "        \"simplify\": \"simplify\",\n",
+    "        \"tolerance\": 1,\n",
+    "        \"algorithm\":\"nearest neighbor\",\n",
+    "        \"resolution\": 5,\n",
+    "        \"bins\":5\n",
+    "        }\n",
+    "\n",
+    "shape_file_path, raster_path = utils.create_heatmap_using_neighbors(\n",
+    "        imagery=imagery,\n",
+    "        samples_boundary_url=cluster_boundaries_url,\n",
+    "        samples_url=nutrients_url,\n",
+    "        farm_boundary = FARM_BOUNDARY,\n",
+    "        parameters = parameters\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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GDH366adatGiRJk2apOHDh6utrU3z5s1TKBTq9zGjHcdpvf3nAs+Ojg6Vl5crKytLP/7xj1VSUqKMjAz97ne/06JFi2LqgxeOz9YASH6hUEgNDQ2qrq6OyNZKUlVVlQoLC8N1Y8uWLdOSJUv0xBNPqLi4OJzFzMzMVGZmpizL0oIFC3THHXdo4sSJGjdunG6++WYVFBTEfOFDAhAkpZKSEtm2rXHjxoXPtqN599139d577+mRRx5RVVVVeP2xufDH629VeKyampr0ySefaO3atTr//PPD63fu3Bl1+/b2du3fvz8iC/Lee+9JUp8FodGMHTtWjY2N2rt3b0QW5NjQz9ixY2Nu83g7duyQbdsR799g+gv4RSJMw5WkxsZGtbS0RC1ib2lpUUrKX9pcuXKlAoGALr300ojtbrnllvCFGn/0ox9p//79+u53v6uOjg6de+65eumll2Kerk8NCJLSN7/5TaWmpuq2227rMZXUtm198sknkv6SnTh+G9u29bOf/axHm8f+4Xd0dLja12h9CAQC+td//deo2x85ckT3339/xLb333+/cnNzddZZZ8V8/K997WsKBoO65557ItbfddddsixLM2fOjLnN47W3t+uZZ54JP+7q6tKjjz6qqVOnxjwmDMB9FRUVsm076slaU1OTHn744fDjXbt2ybbtHsvxV4m2LEs//vGP9eGHH+rgwYNqbGx0PBHsDRkQJKWSkhLdcccduvHGG7Vr1y594xvf0IgRI7Rz504988wz+u53v6vrr79ekyZNUklJia6//nq1tbUpKytLa9as6VELIin8z/3aa6/VhRdeqNTU1JguqtObadOmKScnR9XV1br22mtlWZYee+yxHoHTMQUFBVq2bJl27dqlU089VU899ZQ2b96sBx54IKK2pb8uvvhifeUrX9E///M/a9euXfriF7+ol19+Wc8++6wWLFigkpKSQb2+U089VVdeeaU2bdqk0aNH66GHHtJHH32khoaGQbULJLugnaKgyxkQt9uLJ/+8EpxwFi9erDVr1iglJUW33Xabrr/+ej333HOqqKjQ17/+dUlHi1F/9atfaerUqaqtrdVtt92miRMn6tFHH+3R3je/+U394Ac/0EsvvaTvfOc7mjt3riv9HDVqlJ5//nmNGTNGN910k+rr6zVjxgwtX7486vY5OTl64YUX9NZbb+mGG25Qa2ur7rnnHv3DP/zDgI6fkpKi5557TgsWLNDzzz+vBQsWaNu2bbrzzjv105/+dDAvTZI0ceJEPfXUU3rhhRe0ePFiHT58WE899ZQuvPDCQbcNJDNblkIuL7bLRa3xZNm9nYYB8NwFF1ygjz/+WFu2bIl3V/qluLhYZ5xxhp5//vl4dwVIGF1dXcrOztbi12cqPTP2rKWTQ/sOq+5LL6qzszOmWTCJiCEYAAAMYAjGmX9eCQAASBpkQAAAMCBkWwrZ7tZsuN1ePBGAAAnk2N1rk8WuXbvi3QUASYoABAAAA4JKUdDlSge324sn/7wSAACQNMiAAABgADUgzghAAAAwIKQUhVweaHC7vXjyzysBAABJgwwIAAAGBG1LQZeHTNxuL57IgAAAAM+RAQEAwACKUJ2RAQEAAJ4jAwIAgAG2naKQyzePs7kZHQAAwMCRAQEAwICgLAXl8iwYl9uLJwIQAAAMCNnuF42GbFebiyuGYAAAgOfIgAAAYEDIQBGq2+3FU1wCkEDokLoOfxb1OefsUvRnbTv2nJTdx5Fi3W8gfXDuR+/tOR6pl344vd6BPTOA99zxPXK3f92BdB04nBrDHr2+db2+1pRDIQ3dtb+XthyO5PSUw37Oz/XeptOTvbXp2H3nJwfylOdtDuT3kyi/m77aPHTaCAUye372+9qvr79p5++dgbXb17fIjKIJyhyS3sdWSFZxCUDe3/cH3f9+bTwOjRNEWuBL+uUfDho9xri9Q5X2g98aPQYQqxHLztXvRpv97Hul6RvfTeoAJCRLIZeLRt1uL578k8sBAABJgxoQAAAM4GZ0zsiAAAAAz5EBAQDAAGbBOPPPKwEAAEmDDAh8ykeXCwROUAO9XEKiCMly/0qoPpoFE5cAxLL88wYiMfEZAxBvtoFpuLaPAhCGYIABSu5zM/gWH0wkCYZgAMBHLB+dISe7kG1gCIZpuAAAAANHBgQAAAOYhuvMP68EAAAkjThlQPwzhgUAMCPZ62mpAXFGBgQAAHiOGhAAAAwIGbgOCBciA5D06WH4lM0nM1EwBOOMIRhgoPzzPQA/4XOJJEEGBAAAA8iAOCMDAgAAPBefm9HF46A4wTAODiC+yIA4IwMCX+J+GEDysymo9TVqQAAAMIAMiDMyIAAAwHNkQAAAMMCW+xcO89OgFAEIMEB70g9ryh3nRn3OliSr5xdP7pb9eu/J35ntGHxj4jemaNf5WT3WH/18Rd/nD5kBo31C/yXCEExxcbGam5t7rP/e976ne++9t8f6rVu3asmSJXr77bfV3Nysu+66SwsWLIjYZu/evbr55pv1zDPPaM+ePSotLdXPfvYzlZWVxdQ3AhD4lPnzhANDbL3x+YMx7TPj02GGegM/sk5O17aRsX3GgONt2rRJwWAw/HjLli2aMWOGKisro27f3d2t8ePHq7KyUgsXLoy6zVVXXaUtW7boscceU0FBgVavXq3p06dr27ZtKiws7Hff4jQN1z9FNAAARJMIGZDc3NyIx3V1dSopKVF5eXnU7cvKysKZjMWLF/d4/sCBA1qzZo2effZZnX/++ZKkW2+9Vb/61a+0cuVK3XHHHf3uG0WoAICE5Kd6h0QQCAS0evVq1dTUyIoyRNwfR44cUTAYVEZGRsT6YcOG6bXXXoupLYZgAAAwwGQGpKurK2J9enq60tPTHfddt26dOjo6NG/evAEff8SIEfrSl76k22+/XaeddppGjx6tJ598Uq+//romTJgQU1tkQAAASDJFRUXKzs4OL7W1tX3us2rVKs2cOVMFBQWDOvZjjz0m27ZVWFio9PR0/fznP9fcuXOVkhJbSEEGBPCQTVIZOGGYzIC0trYqK+svM6T6yn40NzersbFRa9euHXQfSkpK9B//8R/av3+/urq6NGbMGH3rW9/S+PHjY2qHAATwEvXXiAGXIkdvsrKyIgKQvjQ0NCgvL0+zZs1yrQ/Dhw/X8OHD9dlnn2n9+vVavnx5TPvHKQDhWxgA+sI3ZXKzbUu2yxmQgbQXCoXU0NCg6upqpaVF/tuvqqpSYWFheAgnEAho27Zt4Z/b2tq0efNmZWZmhms81q9fL9u29YUvfEE7duzQDTfcoEmTJumKK66IqV9kQOBLTPUGEG8hWa5fCXUg7TU2NqqlpUU1NTU9nmtpaYmo3Whvb1dpaWn4cX19verr61VeXq6mpiZJUmdnp2688UZ98MEHGjlypGbPnq2lS5dqyJAhMfWLAAQAkJgYgnJFRUVFr8N5x4KKY4qLi/sc+pszZ47mzJkz6H4RgAAAYEAiXIgskTENFwAAeI4MCAAABiRKEWqiIgMCeGmAlz/GiYkSCPhZnG5GB5jGNzeSH/FqcqMGxBkZEPiSf/5EAcCfqAEBACSkZM9jUgPijAAEAAADbANDMH4KQBiCATzEvT0A4CgyIICHLKoKgROGLfdnMvnpFCY+GRC+hAGgb2TM4GNkQOBLPhomxQmND3IyC8ly/caYbt/cLp6oAYEv+edPFAD8iQwIACAh2Ule8cA0XGcEIICHDgy39PkpRTHt82nzJ+ru7DbUIwCIDwIQwEO/KT4oXTc6pn1m/mKEdry0zVCPAJgSsi1ZXIq9VwQgAAAYYNsGpuEm96hUhLgUobpdFQwAvuSn/zbA/0IGBAASFedqSY0iVGdMwwUAAJ4jAwIAgAFkQJyRAQEAJCRKYPyNDAgAAAYwDdcZGRAAAOA5MiAAkKgYgkhqXAfEGQEI/Mk/WUoASepoAOJ2EaqrzcUVQzAAAMBzZECABHdwao5OzT0r+pO9nFy9/+RmHTkcNNcpAH1iGq4zAhAgwW2cdEiaFNuXzpRnhhCAIOn5aLQBURCAAABggC33gyg/BWXcjA4AAHiODAh8yk/nCThR+WnGw4mIGhBnzIKBL5Flgx/wKYafkQEBAMAEikAcEYAAPmRZnDsDcWdgCEYMwQAAYJbtp9N99BCnDIh/IjgAAKLhXjDOyIAAAADPUQMCn/LRaQJOXHyMkxrTcJ2RAQGAROWf/zVAD2RAAAAwwbbcn7VCBgRAQmMaLoAERwYEAJCQkn3GB7NgnMUlAOHkDADge1wJ1RFDMAAAwHMMwcCXuBkdfMFHZ7snIqbhOiMDAgAAPEcGBPAh6qyABEEWq1dkQAAA8Kni4mJZltVjmT9/ftTtt27dqtmzZ4f3W7FiRY9tgsGgbr75Zo0bN07Dhg1TSUmJbr/9dtkxTtEhAwIASEjJfjfcRKgB2bRpk4LBYPjxli1bNGPGDFVWVkbdvru7W+PHj1dlZaUWLlwYdZtly5Zp5cqVeuSRRzR58mS99dZbuuKKK5Sdna1rr722332LzzRcCgQBADAuNzc34nFdXZ1KSkpUXl4edfuysjKVlZVJkhYvXhx1m9/+9re65JJLNGvWLElHsyxPPvmk3nzzzZj6xhAMfCq5z5wA+IBtaJHU1dUVsRw6dKjP7gQCAa1evVo1NTWyBlEoNm3aNL3yyit67733JEm///3v9dprr2nmzJkxtcMQDAAASaaoqCji8S233KJbb73VcZ9169apo6ND8+bNG9SxFy9erK6uLk2aNEmpqakKBoNaunSpLr/88pjaIQABfGjXsjNjGuic8MkQdfyf14z1B1Le+Dy98c+nRH3Olh116tIOMnlJzpL7tzQ+2l5ra6uysrLCa9PT0/vcc9WqVZo5c6YKCgoG1YOnn35ajz/+uJ544glNnjxZmzdv1oIFC1RQUKDq6up+t0MAAvhQR3qw742OcyB9iKGeIMySjqQ6PBnTeiQFg5diz8rKighA+tLc3KzGxkatXbt20F244YYbtHjxYl122WWSpDPPPFPNzc2qra2NKQChBgQAAJ9raGhQXl5euHB0MLq7u5WSEhk+pKamKhQKxdROnDIgRPUAAGdJf+fXBLkZXSgUUkNDg6qrq5WWFvlvv6qqSoWFhaqtrZV0tFB127Zt4Z/b2tq0efNmZWZmasKECZKkiy++WEuXLtUpp5yiyZMn65133tFPf/pT1dTUxNQvhmAAAPCxxsZGtbS0RA0QWlpaIrIZ7e3tKi0tDT+ur69XfX29ysvL1dTUJEm6++67dfPNN+t73/ue9uzZo4KCAl199dVasmRJTP0iAAEAwATbOrq43WaMKioqer1K6bGg4pji4uI+r2g6YsQIrVixIupVUmNBDQh8iUE+JJxkH04AXEYGBAAAA2zb/TqWpK+LOQ4ZEACcnAPwHBkQAIxZASYkyCyYRBWnm9EBAOBzCVKEmqgYggEAJCgfne6jB4ZgAMADfU1thP9Y9tHF7Tb9ggwI/Mk/WUoA8CUyIAAAmEARqiMyIAAAwHPcjA4AABOYBeOIDAgACiQBeI4aEACS5Z+zKvhH0ofF1IA4IgABAC+QZTrxEIA4YggGAAB4jgwIAAAmkAFxRAYEAAB4Lj43o6PgDQDgd0zDdUQGBAAAeI4aECS8k1JHKNMaG/U5W9FnkO78JNVsp3ymMz2oqd8qjWmfA+99otZ3Wgz1yH+YBBO7ZL8+DTejc0YAgoQ3PDVX9781JMa9Dhjpi1+1DT+stpmxBW1f/VyBRAACYIAIQAAAMIFZMI6oAQEAAJ4jAAEAAJ5jCAYAAAMsGShCdbe5uCIDAgBeSPIZHYDbyIAg8fG9DZyQkv5PnwuROSIDAgAAPEcGBMCAJP3ZKWAa03AdkQEBMCDc0wnAYMTnZnS+quMFACAKMiCOGIIBAMAA7gXjjAAEScBHf3HwjeLrpml/drT750T/vB4eIkkHTXYJSCoEIAAwAP8zztL7I7jpoUl2sp98MATjiCJUAADgOTIgAACYQAbEUZwyIMyCAZKfj74JAXiODAiAgeE6IIAjZsE4owYEAAB4jgwIEh8n2gCSETejc0QAAgCACRShOmIIBgCQkGwf/bNFT2RAAAAwgCJUZ3HJgPhnBAsAAAwEGRAAAEygBsQRAQgSHuPAiem1M4PK+tcv9Vhvy+41zTn5oY/UvGmn0X5NvaBIi+9+w2GLox+o6F3s68P2l+eHn/yEUnt8g/a+f0Cf0+nrL+ijfeDEQQCChMeQXWLaNzSkfUNDMe1zZnq0u8e6a0i6pZxRfzJ+HEkxnY2mWcPM9QOJyUANiJ8yIMyCAQAAniMAAQAkJDvZT/dtQ0sMiouLZVlWj2X+/PlRt9+6datmz54d3m/FihWDbrM3DMEAAGBCAhShbtq0ScFgMPx4y5YtmjFjhiorK6Nu393drfHjx6uyslILFy50pc3exCUAsRjVBwDAuNzc3IjHdXV1KikpUXl5edTty8rKVFZWJklavHixK232hgwIEl7Sp2HhqcSdNZWwHYMhJi9E1tXVFbE+PT1d6enpjvsGAgGtXr1a1113nSyX7mY9mDapAUHCI1/mIy596SWjE/eVw4SioiJlZ2eHl9ra2j73WbdunTo6OjRv3jzX+jGYNsmAAACQZFpbW5WVlRV+3Ff2Q5JWrVqlmTNnqqCgwLV+DKZNAhAAAJJMVlZWRADSl+bmZjU2Nmrt2rWu9WGwbRKAAAASUtJXzSTALJhjGhoalJeXp1mzZrnWlcG2GZ8A5AQeBwYAwEuhUEgNDQ2qrq5WWlrkv/2qqioVFhaGa0gCgYC2bdsW/rmtrU2bN29WZmamJkyY0K82+4sMCBJe0p8F+VR+hq3Ck3qut6Req+Fz8obowLiRUZ/rbR/H85UoT47KT8zaektHND2/t0+zHfX1t3db2tpptl8wx+QsmFg0NjaqpaVFNTU1PZ5raWlRSspf/mba29tVWloaflxfX6/6+nqVl5erqampX232FwEIgAH58ZROTT95TWw7nWWmL8kgxf5ED0x5KKZ93g/8raY3jTPUI3giAc6gKioqZPcyP/34oEI6epXT3rbtb5v9lZinCgAAwNfIgAAAYEICFaEmIjIgAADAc2RAAACJKXGvq98viVKEmqjikgFhEi4AACc2MiBIAj4K+YGY8NlPatSAOKIGBMCAJHl2PCmQLYafkQEBAMAAakCckQEBAACeIwMCAIAJ1IA4ilMAwsgmAMBZ0v+vJQBxRAYEABJU3tCP9LOzcmPa56mWTP32T5zkIfERgAAYEJtMpnHDtU0Xj9oW0z4fH7pcv/1ThqEeIRYUoTqjCBUAAHiODAgAACZQA+KIDAgAAPAcGRAAAEwgA+IoTjejo3gNAOCMy/37GxkQJAG+hRITv5dEZHF+lzCYBeOMAATAgDANF+gDQzCOKEIFAACeIwMCAIABDME4IwMCAAA8RwYEAAATqAFxRAAySCOHjNRZmcNj3MuOOhXZdijr+21Xh/YF98XcPz84EOrUlV90uCFXlDdt56fperXlgLlOAQnLR/+h4GsEIIOUO3S4vpr+rPHj/HfaV0/YAGR/sFP79XbvG0T5vj3l5DKpxVyfwL+5ROWn6yzZyf4pIwPiiBoQAADgOTIgAAAYYCnqCPGg2/QLAhAAAExgCMYRQzAAAMBzccmAWD66WYGPglEAPmDxrZQwuBCZMzIgAAbG9s+JBADvUQMCAEhISX+yTw2IIzIg8CXOzQEgsZEBAQDAFB9lLNxGBgQAAHguPrNgSJADAHyOWTDOGIIBoLNG2lpdtrGXZ6N/4w3RXtLLCeg7Bb/S5QUZUZ7p/Zf1lV9/XR90c2LoOopQHRGAANBJqVK6vTPe3YALLHuvUrU3pn2G+OjaTEgeBCDwpaS/iyYA2XZy/x0zBOOMItQkwflJbKgzAoDERgYEAAATqAFxRAYEAAB4jgzIICX7GCUAwAxqQJyRAQHgp6wugCRBBgSAbIp2AfdRA+KIAAQAkJCS/n8tAYgjhmCSBmeosfHRXykA+BABCAAABhwrQnV7iUVxcbEsy+qxzJ8/P+r2W7du1ezZs8P7rVixIup2bW1t+va3v61Ro0Zp2LBhOvPMM/XWW2/F1DeGYADgBDd1ZEijM3qej1qWHTX5uv+w9N8dZGWTwaZNmxQMBsOPt2zZohkzZqiysjLq9t3d3Ro/frwqKyu1cOHCqNt89tln+vKXv6yvfOUrevHFF5Wbm6vt27crJycnpr5xN1wAOMH9y2kNMW1/QBM1+eXzDfXGRxKgBiQ3NzficV1dnUpKSlReXh51+7KyMpWVlUmSFi9eHHWbZcuWqaioSA0Nf/ncjBs3LraOiSEYAOLeOUCy6erqilgOHTrU5z6BQECrV69WTU2NrEHcgPC5557T2WefrcrKSuXl5am0tFQPPvhgzO0QgAAg/AAMsGzbyCJJRUVFys7ODi+1tbV99mfdunXq6OjQvHnzBvW63n//fa1cuVITJ07U+vXrdc011+jaa6/VI488ElM71IAAABISmbnetba2KisrK/w4PT29z31WrVqlmTNnqqCgYFDHDoVCOvvss/WTn/xEklRaWqotW7bovvvuU3V1db/bIQBJEoPIlgEA4sFgDUhWVlZEANKX5uZmNTY2au3atYPuwpgxY3T66adHrDvttNO0Zs2amNohAAEAwIBEuhdMQ0OD8vLyNGvWrEH34ctf/rL++Mc/Rqx77733NHbs2JjaIQAZJBKEiYmMEQAcFQqF1NDQoOrqaqWlRf7br6qqUmFhYbiGJBAIaNu2beGf29ratHnzZmVmZmrChAmSpIULF2ratGn6yU9+ojlz5ujNN9/UAw88oAceeCCmflGECgCACbahJUaNjY1qaWlRTU1Nj+daWlq0e/fu8OP29naVlpaqtLRUu3fvVn19vUpLS3XVVVeFtykrK9MzzzyjJ598UmeccYZuv/12rVixQpdffnlM/SIDAgCAj1VUVMi2o0cuTU1NEY+Li4t73fZ4F110kS666KJB9YsABABjiYABiVQDkogYggEg26ZoBoC3yIAkCS5fD+CEk+xn+wlwKfZERgAySD76LPjKkNQDuqDo5CjP9P4b++8/BfTpwWCvzwM4yuKbDy6Iz83omCMJw/Yc2aoYb8yoyfY0/fqDA2Y6BPgJX+H9Qg2IMzIgAACYwBCMI4pQAQCA58iAAOCmX4AhfhoycRsZEACEHwA8RwYkafAvAsCJJekzc7Z9dHG7TZ+IUwbETyXUXn0Y/PSeAUhu/vkniPghAzJoBAZ+wW8SgJuYhuuMGhAAAOA5MiAAAJjAdUAcEYAA8NN3GpAwrNDRxe02/YIhGACiAgaA18iADJJX08TOOsnSxIyxUXsQ7Z/HYVv6TWez8X4BOPGka49e/cr7fWzl/N3Yn5B3RGZHf7uUmBiCcRSfm9HF46BJrnzo/41p+332SP2ms9hMZ3yKeyQC/WPZe1U8ZKP54wytNn4MxA8ZEAAADGAarjNqQAAAgOfIgAAAYAKXYndEBgSAbB99qQFIDmRAAPipsB5IGNSAOONmdD7FOxw7i3cNADxDBgQAABO4DogjAhAAAAxgCMYZRagAAMBzZEAAADCBabiOyIAAAADPxSUDMiItW98+5fu9b9DLZITeZyn0PnthQM/EcFOQ4SmSNbSi39v3fXynY/d/nwxZuvKk7Jhb6utZp/dmwG0OcPaJ8+8p9n7uPTBc352UGtNOTn3v9bc1gPewt+M4vQW9PhVlpwwrKCvrq7035txiH7sN7PfU9/EGs6/bbRrq64BvUGTqvTP1/vQiNXdg+yUIakCcxSUASU/N0Fkjz43HoU8YQySdkRHvXiSZEfHuQLydEu8OADiBUAMCAIAJTMN1RA0IAADwHBkQAAAMoAbEGQEIAAAmhOyji9tt+gRDMAAAwHNkQAAAMIEiVEdkQAAAgOfIgAAAYIAlA0Wo7jYXV2RAAACA58iAAABgAjejc0QGBAAAeI4MCAAABnAhMmcEIAAAmMA0XEcMwQAAAM+RAQEAwADLtmW5XDTqdnvxRAYEAAB4jgwIAAAmhP68uN2mT5ABAQDAp4qLi2VZVo9l/vz5UbffunWrZs+eHd5vxYoVPba59dZbe7Q3adKkmPtGBgQAAAMSoQZk06ZNCgaD4cdbtmzRjBkzVFlZGXX77u5ujR8/XpWVlVq4cGGv7U6ePFmNjY3hx2lpsYcTBCAAAPhUbm5uxOO6ujqVlJSovLw86vZlZWUqKyuTJC1evLjXdtPS0pSfnz+ovjEEAwCACbahRVJXV1fEcujQoT67EwgEtHr1atXU1MiyBndbu+3bt6ugoEDjx4/X5ZdfrpaWlpjbIAABAMCEY/eCcXuRVFRUpOzs7PBSW1vbZ3fWrVunjo4OzZs3b1Av65xzztHDDz+sl156SStXrtTOnTt13nnnae/evTG1wxAMAABJprW1VVlZWeHH6enpfe6zatUqzZw5UwUFBYM69syZM8M/T5kyReecc47Gjh2rp59+WldeeWW/2yEAAQDAAJP3gsnKyooIQPrS3NysxsZGrV271t0OSTr55JN16qmnaseOHTHtxxAMAAA+19DQoLy8PM2aNcv1tvft26f/+Z//0ZgxY2LajwwIAAAmHFez4WqbMQqFQmpoaFB1dXWP6bJVVVUqLCwM15AEAgFt27Yt/HNbW5s2b96szMxMTZgwQZJ0/fXX6+KLL9bYsWPV3t6uW265RampqZo7d25M/SIAAQDAxxobG9XS0qKampoez7W0tCgl5S+DIe3t7SotLQ0/rq+vV319vcrLy9XU1CRJ+uCDDzR37lx98sknys3N1bnnnqv/+q//6jHlty+WbfvozjYAAMRZV1eXsrOzdcE5NyktLcPVto8cOaimN+5QZ2dnTDUgiYgaEAAA4DmGYAAAMCFBakASFQEIAAAmHHflUlfb9AmGYAAAgOfIgAAAYEAi3A03kZEBAQAAniMDAgCACRShOiIDAgAAPEcGBAAAE2xJIQNt+gQZEAAA4DkyIAAAGMAsGGcEIAAAmGDLQBGqu83FE0MwAADAc2RAAAAwgWm4jsiAAAAAz5EBAQDAhJAky0CbPkEGBAAAeI4MCAAABjAN1xkZEAAA4DkyIAAAmMAsGEcEIAAAmEAA4oghGAAA4DkyIAAAmEAGxBEZEAAA4DkyIAAAmMCFyByRAQEAAJ4jAwIAgAFciMwZGRAAAOA5MiAAAJjALBhHBCAAAJgQsiXL5YAh5J8AhCEYAADgOTIgAACYwBCMIzIgAADAc2RAAAAwwkAGRGRAAAAABowMCAAAJlAD4ogMCAAA8BwZEAAATAjZcr1mw0fXASEAAQDABDt0dHG7TZ9gCAYAAHiODAgAACZQhOqIDAgAAPAcGRAAAEygCNURGRAAAOA5MiAAAJhADYgjMiAAAMBzZEAAADDBloEMiLvNxRMZEAAA4DkCEAAATDhWA+L2EoPi4mJZltVjmT9/ftTtt27dqtmzZ4f3W7FihWP7dXV1sixLCxYsiKlfEgEIAABmhEJmlhhs2rRJu3fvDi8bNmyQJFVWVkbdvru7W+PHj1ddXZ3y8/P7bPv+++/XlClTYurTMQQgAAD4VG5urvLz88PL888/r5KSEpWXl0fdvqysTHfeeacuu+wypaen99ruvn37dPnll+vBBx9UTk7OgPpGAAIAgAkGh2C6uroilkOHDvXZnUAgoNWrV6umpkaWZQ3qpc2fP1+zZs3S9OnTB9wGAQgAAEmmqKhI2dnZ4aW2trbPfdatW6eOjg7NmzdvUMf+xS9+od/97nf9OqYTpuECAGCCwQuRtba2KisrK7zaabjkmFWrVmnmzJkqKCgY8OFbW1v1T//0T9qwYYMyMjIG3I5EAAIAQNLJysqKCED60tzcrMbGRq1du3ZQx3377be1Z88e/dVf/VV4XTAY1H/+53/qnnvu0aFDh5SamtqvtghAAAAwIYFuRtfQ0KC8vDzNmjVrUIf/u7/7O7377rsR66644gpNmjRJixYt6nfwIRGAAADga6FQSA0NDaqurlZaWuS//aqqKhUWFobrOQKBgLZt2xb+ua2tTZs3b1ZmZqYmTJigESNG6IwzzohoY/jw4Ro1alSP9X0hAAEAwADbDsm2Y7tuR3/ajFVjY6NaWlpUU1PT47mWlhalpPxlPkp7e7tKS0vDj+vr61VfX6/y8nI1NTUNqM+9sWzbR7fWAwAgzrq6upSdna2/O7lKadZQV9s+Ygf0Ssej6uzsjKkGJBExDRcAAHiOIRgAAEywDRSh+mjQggwIAADwHBkQAABMCIUky90iVLlc1BpPZEAAAIDnyIAAAGACNSCOyIAAAADPkQEBAMAAOxSS7XINiNsXNosnAhAAAExgCMYRQzAAAMBzZEAAADAhZEsWGZDekAEBAACeIwMCAIAJti3J7QuRkQEBAAAYMDIgAAAYYIds2S7XgNhkQAAAAAaODAgAACbYIblfA8KFyAAAgAOGYJwxBAMAADxHBgQAABMYgnFEAAIAgAFHdNj1W8Ec0WF3G4wjAhAAAFw0dOhQ5efn67UPXzDSfn5+voYOHWqkbS9Ztp8qWgAASAAHDx5UIBAw0vbQoUOVkZFhpG0vEYAAAADPMQsGAAB4jgAEAAB4jgAEAAB4jgAEAAB4jgAEAAB4jgAEAAB4jgAEAAB47v8DUgQVsV2H3eAAAAAASUVORK5CYII=",
+      "text/plain": [
+       "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "utils.view_output(shape_file_path, title=\"Heatmap for pH\")" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "{'mae': 0.005409858200285278,\n",
+       " 'rmse': 0.011353036453740525,\n",
+       " 'relative_error': 0.0007494613328657269}"
+      ]
+     },
+     "execution_count": 18,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "utils.calculate_accuracy(nutrients_url, FARM_BOUNDARY, raster_path, \"pH\")"
+   ]
+  }
+ ],
+ "metadata": {
+  "description": "Estimate a heatmap of soil nutrients based on neighboring soil samples with location suggested by an optimal sensor placement workflow.",
+  "disk_space": "",
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.8.15"
+  },
+  "name": "Nutrient Heatmap Estimation - Neighbors",
+  "running_time": "",
+  "tags": [
+   "Sustainability",
+   "Index Computation",
+   "Model Training",
+   "Sentinel",
+   "Working with Custom Workflows"
+  ],
+  "vscode": {
+   "interpreter": {
+    "hash": "2aa0580ea024b7f7eb69f04a32a9c9b086c2434662745a322e5dbb797c6875b3"
+   }
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
 }
diff --git a/notebooks/helloworld.ipynb b/notebooks/helloworld.ipynb
index 389476c1..42bda39f 100644
--- a/notebooks/helloworld.ipynb
+++ b/notebooks/helloworld.ipynb
@@ -14,11 +14,13 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "from vibe_core.client import get_default_vibe_client\n",
-    "import rasterio\n",
-    "import matplotlib.pyplot as plt\n",
     "from datetime import datetime\n",
-    "from shapely import geometry as shpg"
+    "\n",
+    "import matplotlib.pyplot as plt\n",
+    "import rasterio\n",
+    "from shapely import geometry as shpg\n",
+    "\n",
+    "from vibe_core.client import get_default_vibe_client"
    ]
   },
   {
@@ -98,6 +100,8 @@
   }
  ],
  "metadata": {
+  "description": "Simple example of how to instantiate a client and run a workflow.",
+  "disk_space": "",
   "kernelspec": {
    "display_name": "Python 3.10.6 ('farmvibes-ai')",
    "language": "python",
@@ -115,17 +119,17 @@
    "pygments_lexer": "ipython3",
    "version": "3.10.6"
   },
+  "name": "Hello World",
   "orig_nbformat": 4,
+  "running_time": "",
+  "tags": [
+   "01_Getting Started"
+  ],
   "vscode": {
    "interpreter": {
     "hash": "c33f7eccc2e9a334585066468810d983e0954bfd57ca3c5a434b1adc3986f2e0"
    }
-  },
-  "name": "Hello World",
-  "description": "Simple example of how to instantiate a client and run a workflow.",
-  "tags": ["01_Getting Started"],
-  "disk_space": "",
-  "running_time": ""
+  }
  },
  "nbformat": 4,
  "nbformat_minor": 2
diff --git a/notebooks/irrigation/env.yaml b/notebooks/irrigation/env.yaml
index abc73068..41024141 100644
--- a/notebooks/irrigation/env.yaml
+++ b/notebooks/irrigation/env.yaml
@@ -18,6 +18,7 @@ dependencies:
   - rioxarray~=0.7.1
   - pip:
       - ../../src/vibe_core
+      - ../../src/vibe_notebook
       - cartopy~=0.21.0
       - xarray~=2022.10.0
       - pystac~=1.6.1
diff --git a/notebooks/irrigation/field_level_irrigation_classification.ipynb b/notebooks/irrigation/field_level_irrigation_classification.ipynb
index 38bcdba4..1af254b6 100644
--- a/notebooks/irrigation/field_level_irrigation_classification.ipynb
+++ b/notebooks/irrigation/field_level_irrigation_classification.ipynb
@@ -44,7 +44,6 @@
    ],
    "source": [
     "import os\n",
-    "import sys\n",
     "from datetime import datetime\n",
     "\n",
     "import geopandas as gpd\n",
@@ -57,13 +56,9 @@
     "\n",
     "from vibe_core.client import get_default_vibe_client\n",
     "from vibe_core.data.core_types import DataVibe, ExternalReferenceList, gen_guid\n",
-    "\n",
-    "# Add shared notebook library to path\n",
-    "sys.path.append(\"../\")\n",
-    "from shared_nb_lib.plot import lw_plot, transparent_cmap\n",
-    "from shared_nb_lib.raster import read_raster, s2_to_img\n",
-    "from shared_nb_lib.utils import create_geojson_file_from_point\n",
-    "\n",
+    "from vibe_notebook.plot import lw_plot, transparent_cmap\n",
+    "from vibe_notebook.raster import read_raster, s2_to_img\n",
+    "from vibe_notebook.utils import create_geojson_file_from_point\n",
     "\n",
     "# Detecting storage directory\n",
     "config_dir = os.environ.get(\"XDG_CONFIG_HOME\", os.path.expanduser(\"~/.config\"))\n",
@@ -143,7 +138,9 @@
    ],
    "source": [
     "# Run the Sentinel-2 download workflow\n",
-    "s2_run = client.run(\"data_ingestion/sentinel2/preprocess_s2\", \"S2 - Download\", geometry=geom, time_range=time_range)\n",
+    "s2_run = client.run(\n",
+    "    \"data_ingestion/sentinel2/preprocess_s2\", \"S2 - Download\", geometry=geom, time_range=time_range\n",
+    ")\n",
     "s2_run.monitor()"
    ]
   },
@@ -177,7 +174,7 @@
     "ps = [\n",
     "    (249.83943263068795, 680.1347085796879),\n",
     "    (609.9168741200265, 757.9429965708987),\n",
-    "    (464.5292753843096, 442.3727707340149)\n",
+    "    (464.5292753843096, 442.3727707340149),\n",
     "]\n",
     "\n",
     "# Visualize the downloaded raster and points\n",
@@ -249,25 +246,27 @@
     "point_list = [\n",
     "    shpg.Point(-102.96042018307406, 41.55914059699734),\n",
     "    shpg.Point(-102.91749176598168, 41.55136290827474),\n",
-    "    shpg.Point(-102.93400851751896, 41.58008324374019)\n",
-    "    ]\n",
+    "    shpg.Point(-102.93400851751896, 41.58008324374019),\n",
+    "]\n",
     "prompt_ids = [0, 1, 2]\n",
     "labels = [1, 1, 1]\n",
     "\n",
     "# Instantiate a geojson with the points to be used for FarmVibes.AI\n",
     "filepath, gdf, fid = create_geojson_file_from_point(point_list, labels, prompt_ids, storage_dir)\n",
     "geom_collection = ExternalReferenceList(\n",
-    "        id=f\"geo_{fid}\", \n",
-    "        time_range=time_range, \n",
-    "        geometry=shpg.mapping(geom), \n",
-    "        assets=[], \n",
-    "        urls=[filepath]\n",
-    "    )\n",
+    "    id=f\"geo_{fid}\", time_range=time_range, geometry=shpg.mapping(geom), assets=[], urls=[filepath]\n",
+    ")\n",
     "\n",
     "# Instantiate the workflow run\n",
-    "roi_time_range = DataVibe(id=gen_guid(), time_range=time_range, geometry=shpg.mapping(geom), assets=[])\n",
-    "\n",
-    "run = client.run(\"farm_ai/segmentation/segment_s2\", \"SAM segmentation\", input_data={\"user_input\": roi_time_range, \"prompts\": geom_collection})\n",
+    "roi_time_range = DataVibe(\n",
+    "    id=gen_guid(), time_range=time_range, geometry=shpg.mapping(geom), assets=[]\n",
+    ")\n",
+    "\n",
+    "run = client.run(\n",
+    "    \"farm_ai/segmentation/segment_s2\",\n",
+    "    \"SAM segmentation\",\n",
+    "    input_data={\"user_input\": roi_time_range, \"prompts\": geom_collection},\n",
+    ")\n",
     "run.monitor()"
    ]
   },
@@ -301,11 +300,11 @@
     "    shpg_points = list(gdf.to_crs(src.crs)[\"geometry\"])\n",
     "\n",
     "# Reading the raster\n",
-    "ar, transform = read_raster(run.output[\"s2_raster\"][0], projected_geometry = proj_geom)\n",
+    "ar, transform = read_raster(run.output[\"s2_raster\"][0], projected_geometry=proj_geom)\n",
     "img = s2_to_img(ar)\n",
     "\n",
     "# Reading the segmentation mask\n",
-    "mask_ar, _ = read_raster(run.output[\"segmentation_mask\"][0], projected_geometry = proj_geom)\n",
+    "mask_ar, _ = read_raster(run.output[\"segmentation_mask\"][0], projected_geometry=proj_geom)\n",
     "\n",
     "# Transforming the points to pixel coordinates for visualization\n",
     "ps = [~transform * (shpg_p.x, shpg_p.y) for shpg_p in shpg_points]\n",
@@ -396,10 +395,15 @@
     "coords = geom.centroid.coords[0]\n",
     "\n",
     "# Selecting date with low cloud cover on Landsat tiles for the geometry of interest\n",
-    "_, target_time = select_target_time_given_cloud_cover(coords[1],coords[0], 2020, 8, 6, 0.05, 0.1)\n",
+    "_, target_time = select_target_time_given_cloud_cover(coords[1], coords[0], 2020, 8, 6, 0.05, 0.1)\n",
     "\n",
     "# Run the workflow\n",
-    "irrigation_run = client.run('farm_ai/water/irrigation_classification', \"Irrigation Classification\", geometry=geom, time_range=(target_time, target_time))\n",
+    "irrigation_run = client.run(\n",
+    "    \"farm_ai/water/irrigation_classification\",\n",
+    "    \"Irrigation Classification\",\n",
+    "    geometry=geom,\n",
+    "    time_range=(target_time, target_time),\n",
+    ")\n",
     "irrigation_run.monitor()"
    ]
   },
@@ -450,11 +454,11 @@
     "# Visualizing the results\n",
     "plt.figure(figsize=(20, 10))\n",
     "plt.subplot(1, 2, 1)\n",
-    "plt.imshow(resized_mask, cmap='viridis_r', vmin=0, vmax=1)\n",
+    "plt.imshow(resized_mask, cmap=\"viridis_r\", vmin=0, vmax=1)\n",
     "plt.title(\"Region Irrigation Map\")\n",
     "\n",
     "plt.subplot(1, 2, 2)\n",
-    "plt.imshow(combined_mask, cmap='viridis_r', vmin=0, vmax=1)\n",
+    "plt.imshow(combined_mask, cmap=\"viridis_r\", vmin=0, vmax=1)\n",
     "plt.title(\"Field Irrigation Map\")\n",
     "colorbar = plt.colorbar()\n",
     "lw_plot()"
@@ -492,14 +496,14 @@
     "plt.axis(\"off\")\n",
     "\n",
     "plt.subplot(1, 3, 2)\n",
-    "plt.imshow(combined_mask, cmap='viridis_r', vmin=0, vmax=1)\n",
+    "plt.imshow(combined_mask, cmap=\"viridis_r\", vmin=0, vmax=1)\n",
     "plt.title(\"Field Irrigation Map\")\n",
     "colorbar = plt.colorbar()\n",
     "plt.axis(\"off\")\n",
     "\n",
     "plt.subplot(1, 3, 3)\n",
     "plt.imshow(img)\n",
-    "plt.imshow(combined_mask, cmap='viridis_r', vmin=0, vmax=1)\n",
+    "plt.imshow(combined_mask, cmap=\"viridis_r\", vmin=0, vmax=1)\n",
     "plt.title(\"Overlay\")\n",
     "plt.axis(\"off\")\n",
     "\n",
@@ -534,7 +538,7 @@
     "avg_irrigation_per_field = [np.nanmean(m) for m in irrigation_per_field]\n",
     "\n",
     "for i, avg_irrigation in enumerate(avg_irrigation_per_field):\n",
-    "    print(f\"Field {i} average irrigation probability: {avg_irrigation*100:.2f}%\")\n"
+    "    print(f\"Field {i} average irrigation probability: {avg_irrigation*100:.2f}%\")"
    ]
   }
  ],
diff --git a/notebooks/irrigation/irrigation_classification.ipynb b/notebooks/irrigation/irrigation_classification.ipynb
index 76a3396b..d64a1453 100644
--- a/notebooks/irrigation/irrigation_classification.ipynb
+++ b/notebooks/irrigation/irrigation_classification.ipynb
@@ -1,647 +1,637 @@
 {
-    "cells": [
-        {
-            "cell_type": "markdown",
-            "metadata": {},
-            "source": [
-                "# Irrigation Classification Notebook\n",
-                "\n",
-                "This remote sensing based model leverages surface energy balance fluxes and vegetation indices to classify and map the spatial distribution of irrigated and non-irrigated agricultural fields. In order to distinguish between irrigated and non-irrigated fields at a pixel resolution of 30m, the classification process makes use of: 1) United States Geological Survey (USGS) - Landsat 8 Level 2 Collection 2 Tier 1 imagery bands, and 2) European Space Agency (ESA) - 30m Copernicus Digital Elevation Model (DEM) data. This notebook could be run with ESA 30m DEM or USGS 10m DEM data. Two irrigation indices *EGI* and *NGI* are derived from evapotranspiration fluxes (Evaporative Fraction) and vegetation indices (*NDVI* and *Green Index*) to contrast and classify irrigated from non-irrigated fields. The methodology process can be divided into four stages:\n",
-                "1. Data Collection\n",
-                "2. Indices Generation\n",
-                "3. Irrigation layers Calculation\n",
-                "4. Irrigation Probability Map Development\n",
-                "\n",
-                "![Schematic Diagram](./Schematic_Diagram.jpg)\n",
-                "\n",
-                "These stages are described below in different steps with brief discussions."
-            ]
-        },
-        {
-            "cell_type": "markdown",
-            "metadata": {},
-            "source": [
-                "### Micromamba environment setup\n",
-                "Before running this notebook, let's build a micromamba environment. If you do not have micromamba installed, please follow the instructions from the [micromamba installation guide](https://mamba.readthedocs.io/en/latest/installation/micromamba-installation.html).\n",
-                "\n",
-                "```bash\n",
-                "$ micromamba env create -f ./env.yaml\n",
-                "$ micromamba activate irrigation_classification\n",
-                "```"
-            ]
-        },
-        {
-            "attachments": {},
-            "cell_type": "markdown",
-            "metadata": {},
-            "source": [
-                "## Stage 1: Data Collection\n",
-                "\n",
-                "1. First, we loaded the necessary Python libraries/packages in the notebook by running the cell below."
-            ]
-        },
-        {
-            "cell_type": "code",
-            "execution_count": 33,
-            "metadata": {},
-            "outputs": [],
-            "source": [
-                "# Standard library imports\n",
-                "import sys\n",
-                "#from datetime import datetime, timedelta\n",
-                "\n",
-                "from notebook_lib.utils import query_catalog, cloud_criteria, filter_items_by_intersection, process_buffer_geometry, select_target_time_given_cloud_cover\n",
-                "\n",
-                "# Third-party library imports\n",
-                "import matplotlib.pyplot as plt\n",
-                "import rioxarray as rio\n",
-                "\n",
-                "# Third-party utility library imports\n",
-                "from shapely import geometry as shpg\n",
-                "\n",
-                "# FarmVibes.AI imports\n",
-                "from vibe_core.client import get_default_vibe_client\n",
-                "\n",
-                "# Add shared notebook library to path\n",
-                "sys.path.append(\"../\")\n",
-                "from shared_nb_lib.plot import lw_plot"
-            ]
-        },
-        {
-            "attachments": {},
-            "cell_type": "markdown",
-            "metadata": {},
-            "source": [
-                "2. Then we assign the latitude and longitude coordinates representing the agricultural field's location, and the desired date for determining the irrigation status of the field. Furthermore, radius (in degree) of the buffer area surrounding the location, and the maximum cloud cover in the area (in percent) can be assigned which are optional. Ideally, selecting a point location at the field's center ensures that the buffer area encompasses the entire field. This coverage information proves crucial for selecting Landsat 8 surface reflectance satellite imagery with minimal cloud cover within the field of interest. \n",
-                "\n",
-                "*Note: In this example, we are mapping the agricultural fields in western Nebraska state, USA for the year 2015 in mid July.*"
-            ]
-        },
-        {
-            "cell_type": "code",
-            "execution_count": 34,
-            "metadata": {},
-            "outputs": [],
-            "source": [
-                "# Enter location information (latitude and longitude) and Date\n",
-                "latitude, longitude = 41.57, -102.94\n",
-                "\n",
-                "# Enter Date\n",
-                "year = 2015\n",
-                "month = 7\n",
-                "day = 10\n",
-                "\n",
-                "# Enter Buffer Area Radius (degrees) and Maximum Cloud Cover (percent)\n",
-                "buffer_radius = 0.05\n",
-                "max_cloud_cover = 15"
-            ]
-        },
-        {
-            "cell_type": "markdown",
-            "metadata": {},
-            "source": [
-                "3. The script below in the cell then searches and selects the satellite image close to the assigned date based on the location information and maximum cloud cover criteria. "
-            ]
-        },
-        {
-            "cell_type": "code",
-            "execution_count": 35,
-            "metadata": {},
-            "outputs": [
-                {
-                    "name": "stdout",
-                    "output_type": "stream",
-                    "text": [
-                        "Entered longitude and latitude is: -102.94 , 41.57\n",
-                        "Assigned Search Date is: 2015 - 7 - 10\n",
-                        "Chosen Image Date with Equal or Less than 15% Cloud Condition in the Area is: 2015-07-14\n"
-                    ]
-                }
-            ],
-            "source": [
-                "geom, target_time = select_target_time_given_cloud_cover(\n",
-                "    latitude,\n",
-                "    longitude,\n",
-                "    year,\n",
-                "    month,\n",
-                "    day,buffer_radius,\n",
-                "    max_cloud_cover\n",
-                ")"
-            ]
-        },
-        {
-            "cell_type": "markdown",
-            "metadata": {},
-            "source": [
-                "4. After assigning/selecting the location and date information, we run the workflow by executing the cell below that executes different operations related to irrigation classification model. It takes between 10 and 14 minutes in average to complete running the workflow."
-            ]
-        },
-        {
-            "cell_type": "code",
-            "execution_count": 36,
-            "metadata": {},
-            "outputs": [
-                {
-                    "data": {
-                        "text/html": [
-                            "
\n"
-                        ],
-                        "text/plain": []
-                    },
-                    "metadata": {},
-                    "output_type": "display_data"
-                },
-                {
-                    "data": {
-                        "application/vnd.jupyter.widget-view+json": {
-                            "model_id": "4d24aaa6d49245228a0e2056f603ab6c",
-                            "version_major": 2,
-                            "version_minor": 0
-                        },
-                        "text/plain": [
-                            "Output()"
-                        ]
-                    },
-                    "metadata": {},
-                    "output_type": "display_data"
-                },
-                {
-                    "data": {
-                        "text/html": [
-                            "
\n"
-                        ],
-                        "text/plain": []
-                    },
-                    "metadata": {},
-                    "output_type": "display_data"
-                }
-            ],
-            "source": [
-                "client = get_default_vibe_client()\n",
-                "run = client.run('farm_ai/water/irrigation_classification', \"Irrigation Classification\", geometry=geom, time_range=(target_time, target_time))\n",
-                "run.monitor(detailed_task_info=True)"
-            ]
-        },
-        {
-            "cell_type": "markdown",
-            "metadata": {},
-            "source": [
-                "5. The above executed workflow retrieves surface reflectance bands of Landsat 8 satellite images, and related land surface elevation data. In particular, the workflow utilizes the Land Surface Temperature (LST), Near Infra-Red (NIR), and Green bands of satellite image. These bands for the selected tile image can be viewed by executing the cells below."
-            ]
-        },
-        {
-            "cell_type": "code",
-            "execution_count": 37,
-            "metadata": {},
-            "outputs": [
-                {
-                    "data": {
-                        "image/jpeg": 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qom+JvhhfvS6kPrpN1/8AG60UZPVIhtLRmv4ssbjU/BuuWFnH5l1dafcQwpuA3O0bBRk8DJI61xF5o+va5oui6SnhZtKuLOa2d9TuLiAmHyipYxiN2Yk4I7dea2z8VvCIODeX2fT+y7n/AON1MfiX4ZEHnmTUxD/z0/sm62/n5dEoyirtWGtXZGdD4T17UvGWteIZ9Wu9Fd2FlZpAkEpa2QAhiXV8bnLNjg+tZMfg3xBYeFLzwzFA13bWus211YXDSRr5kBlSWQbQRtKHfxgZzwK3V+LvgtjhdRuifQabc/8AxurSfErw1IMo+psD3GkXZ/8AadRzLuW6U1umYfi7wfrEvjXStS0SBZbC51G0udUj8xV8toHGJgCRnKEqQOTtXrWgia9onjvxHqFv4butRtNRW18mWC5gQAxxlWyHkBHJ9O1a3/Cb6SP+XXXP/BHef/Gq29Ov7bVdNtdQs5DJa3USzROVK7kYZBweRwe9Mg53wzompr4g1bxLrccMF5fpHBDaQyeYLeGPOAWwNzEsSccDjFdXRRQAUVxd58V/BtjfXFnPqcwnt5XhlC2M7AOpKsMhCDggjiof+Fw+CP8AoKXH/gvuP/jdK6NFSqNXUX9x3VFc14f8feG/FGovYaTfSTXSRGYo9tLF8gIBILqAeWH510tMhpxdmFFFFAgooooAKKKKACiiigAooooAKzde0aHX9FuNNmkeIS7SsseN0bqwZGGe4ZQfwrSooAwNH8P3drrE+r6tqa6hfvAttG0dv5EccQJYgLubkk5Jz2GAMVX8fOY/DUUi4yup6eRn2u4a6euX+IHPhdP+wlYf+lcVNbgy2NZuf7sP5H/GnNrFwBwsX5H/ABrPMYHSq8khU4zXbGlCT0OZzktzSOu3IP3IfyP+NRvr104wPLQ56qv+OaxZZiGpnmZ711LDQ7GTqy7mx/bd4Dgz/wDjq/4VPHql4/8Ay2/8dH+FYPUjmtG3YKME1FWjCMbpFQnJvVml9vu8f67/AMdH+FUp9T1NJFaO5GAclWjXB9jxmnNIMcGq7HcaxowV7tL7i5y7Mvr4gcqskkUolUYMSFfLf3yRuH09hUH9vNdXgjvI/Jsuu6KR1dTjuVPI9sdx6VTIGcUm0Acit1Sp9iOefcsrpmoznfpviBrmM8lZZWDID0Bxnnr1A6UQWniN5FRzLGD1d7gED8iT+lVTbRSLgrVa48xJI3jnlDxrtRg5yo9Aewq4py0uvmv8iW0tf1N86drwHy3cJPvM4/8AZay9QtfEFlHJJNNJLAq7naKUsoHcEHB+vGMVz72e66+0b3E27f5m47t2c5z6571oWGo6tpTSNDP5yPklLgl1BJyWHOQck59c81oqMo6xafysLni9HdE1rdpMmPMFI97c6fL5trMFZgVJ2g8cetaF1NpetWDGGW1029V97mYKu8kHjdxkEnr146VeufD1jcWkc0VwLUuqAFZPMjJYjGCcE5zgcjPHFZurTi/3itfpYr2cn8LOPj1KS3yo3euaq3V3PdMT8xNb03hrT4dQEFzq8srgFngtbZnkAwOTt3beo6jmqEj+ELdQ8Gr38rKfmjWP5mHsSoA7HnsDXVCtTbvBN/JmbpyS1f4nPGTUoZwIRJnPTFdvo0l5JZq10Bk/nTrXTYLoC+0O4N7Ah8t0lG1t3B4yAOhH/wBeobzVTDGYxG0U4HKOMEfhWGJm8QvZwj633Xy3Lpr2b5pMtvDBcT5LZdexq0UDLt7Vww1S4W78zccZzVi98UXFtGHQg+xrm/smUJXpPc3eNc4qNTWx1a2oU9eKdMVSLBrltP8AGkNzhLlNp/vKa3GH22ISW8wdfTvXFj6WKpx9+N13OrBewlNa2ZmTyHzCKrnzPwqd0Mch3jvUN5ciGMbcZr55n08eiQRbi3AqzApLfNwScVDp0pkGSvWrjRkzIVI600iZuzsXp4zNYFV5Za5C8WT5gVIxXaLstI8u3UdKoLaQX8rnoK+tyytKnR/eLRHyGOjGVZ8jvc88jsJrqchBkmuzvbLyPCH2dx820nFa8FpZ2RxFEC47kUl2n2qMq/A9K5c1zOGIp+ypndl2EnSrRqz0seMxReVcBduTmupi1Y2U0UWflwM1pXOgRG5wkeT7VpQ+Fo32uyZ+tfO6yeiPrauJpWTmz09/9W30Nc/4B/5J34a/7Bdt/wCilroH/wBW30Nc/wCAf+Sd+Gv+wXbf+ilr2T4s6KiiigD5U1iLd4k1w4/5il5/6Peqnke1a+ox7tf1o/8AUVvP/R71B5X+cV585+8z7zBy/wBmp+i/I3Phjqem6F48+06pf2tjA+mzoJbmZY1LeZCQMsQM4B49q+gYbuK/04XWm3FvcRyoWgmRt8behyOoz6V4l8KYwPiKMjP/ABK7jqP+msFe43HnC1l+yiPz9h8oSZ2bscZxzjPXFdlF3gj5TNnfGT+X5I5DSvEuq3PiOXRft2i6pILaV3m09HVbOVSAqTDe/wB4k9wfkPFLo3iq8l8RzaZdX2kanDDbSTT3Olqyi0dGA8uUF3GTlscg/IeKemi+ILrxBDrd1Do9ncWdtNFDHbSySfaHcDHmuUUhAVBwAeec8U+20DVb/wASw6tq8OmWiwWs1t5VhI8jXAk258x2RPlG3hcHk5zWh5xT0zxZrkiaDqmo29imk67IscEUIfzrfejPEXYkq+QuDgLgsOtdzXDaZ4U1yNNB0vUbixbSdCkWSCWEv51xsRkiDqQFTAbJwWyVHSu5oAKKKKACiiigAooooAKKKKACuW+IRx4VU+mo2H/pXFXU1yvxEGfCYHrqNh/6VxU47oT2IxKCvWqs43Hg96YRsOM4qVF4znNevGKhqjibvoUXhZmpvlMtaQK55FOIjJ6Vp7ZroTyGfGpbjpUvzovGTV2MRg9BUv7o8cVnOvZ7FKHmZ4dyOc01XdmxzV5lTdxinrEnWl7aKWwcjI4oCW3GpjAAKcpCnFSAg964qtWad1sdEIRaszPnHloTVEsG6mtqaFZVwazJ7Ao2VziuzD1oSVm9TCpTaZnSzKpxWhZ7ZYee9U5LFpH6c1oRQmGMD0rqqyjy2T1Mop3K1zYoTnaDVGTT4z0UVujDLg1C1pk5BqIV2tGynDsYI+06fL59nI0Mo/iTjIznB9RwODxT9WOk6tafbxGtrquT58CxsVmbgbgc4XjJ9Sc9ep0preQDlQRVOS3RXztrdSjJqXVdvyZOqVh1loN5p7lH1m10t3I86IXm2QDtkA4PByOe/aungTRvE1t5E1xHeXcSYadIjC+OQCM/XpyMnp0FcpJZxuudozVaFJbf54ZHidScOjFSOPUVnUour73NaXkrf8H8So1FHS2hf13w2+kDeivLZ8fviB8hJOAefpzgDJrj9Vx5BweBXqnhvV1vtOuLXUZUdoEJdpcYeLHJbJ5xyCfQjPWuS8T+HEsCs9nmfTZxvR1BYRdMAt0wcjBzz+GTWGxMlP2VXdde4501bnhseaCTa+ckV3fgq+kMvls5IPrXJT6S4clQcZro/CNvJBegsCAOa7cQlKk0zNPVNHb3dosjkn1zWfdaN9oUbWxitrzI5OpwakQoR8pzXw1TBSTba0Po6WYcsUk9TmIhLYMEZcirsNwklym4AetaksccowyjNVjpMBk35Kt7VyqjO9o6na8VTavU0Y6+hMrK2flp9nCIjkDHrUipJEuA29felE2MhlC17H1+1L2clZni/Um588HdEEhG80xwxHSiRlZvlOeaswAE4IzXkJc0rHrSlyRuVUhAlzj8aj1a7a1SLaccVqYU9VrJ1m3Nwny9hXs5bh/Z1rz2PIx2JVWmkju3/wBW30Nc/wCAf+Sd+Gv+wXbf+ilreEiy24kQ5R03KcYyCKwfAP8AyTvw1/2C7b/0UtYknRUUUUAfNN4mda1k/wDUVvP/AEokqPy6uTpnVtYP/UVvf/SiSk8uvKqP336n22Ef+zw9F+R0HwvXb8Rl/wCwVcf+jYK9vrxX4bLt+I0f/YKuf/RsFe1V34f+Gj5jNP8Ae5/L8kFFFFbHAFFFFABRRRQAUUUUAFFFFABRXK+Mtf1PRZ9Kj0/yo47qSRbieSwmu/KVUyDsiYNycDPvVVfE2pXyaJYaPe6Ve32oRT3D3wgkFukUTBTiLfu3bnVcF+CGz6UAdpXL/EA48LoT21Kw/wDSuKr3hjWZ9Z06c3kMcV7aXUtpcrESULocblzztIwwzyM4rnfH3iHRJtNXR49YsH1L+07FTaLcIZQRdREjZnPA56UnsNb6l9khn9jTRaFeh4qnLKYZCM4qS2viZArNkGsqWYzj7sjsq5amuaBK9swbIoEbDqKvAgjNIQCOK9GOLvZM8yVCxly7lNR+Y4Oc1oyRq1VJLdiOBXbTqRa1OeUWio0zFs5NSxXRH8Waglt3HNQx5XINdPLGSM7tM1Bchj1qRZz61mqD2pC8it14rN0YsrnZsJc9qm3qw5rGin5AOaupLXLUwyWqNY1WWGUA5AqNvmOBUincKcIRz71lzqHxFcrlsQYwcU5TUm0qvSmkN1Aq+a4rWGygFDWcygseO9W5JTGMNUSbW54rop3ijOWrICmBntUMyBo+BWiYcr0quy7CcitYzIcTIstTn0LURdRIGHKujfxKSMjPboOf/wBVdL4f0yG6+0NbXf2jw/cxFRZSsS0Eu4HbjtjJOQc8g84DVjz2qz9RWK6XWmXf2mynkglH8SHGRnOD6jgcHitKlNVl7rtL+v6uEJ8m+xqapoQ0nVBBI7SQMu6KQjqM9D2yPb1B4zilthFC37sc1fTXNO8TacbPWZIrC/UnybgDCDvkEnjpggnnjBzjF6bwMsZV7LUZgVBylwAwY9uQBj8jWf1jkShX0f4PzKdK7vDYqRtvGRViJircVmETafP5F3GYpcBtpOcg9wRwatxXKs3BqKkLrTVCi7PU1BtJz3NI65Gc81V84djUkcx6GvPWHcNYnU63PpIjE5RiOalDLMCrAfWo7gqEJxzVFJyp5JroeHjWjqjONWVOV0yV7CRCWVjSwSyI+GB4qeG4G3O6pVmR3wVGa8mpls4u8GepDM1JWqIcJl43DmlZYn4NJLEpHpUDQPtJDVl7atTdilQo1FfY6qAAWEYHQRDH5VieAf8Aknfhr/sF23/opa2rYEabCD18lf5Vi+Af+Sd+Gv8AsF23/opa6E76s5GrOx0VFFFAj54dM6nq5/6it7/6USUuypwmb/Vj/wBRW9/9KJKf5deRVfvv1Ps8K/3EPRfka/w8Xb8Rof8AsFXP/o2CvZa8f8Art+I0H/YKuf8A0bb17BXoYb+Ej5rMv96l8vyQUUUVucIUUUUAFFFFABRRRQAUUUUAZurPrcZhOj2+nzj5vNW8neLHTaVKo2e+QR6c1ytp4O1nSZrTV7K4sJ9YWa7kuoZS8UEi3DK7KrAMy7WRMEg55zjPHeUUAYvhjRp9G06cXk0ct7eXUt3ctECEDuc7VzztAwozycZrP+IO1PC6vgZGpWBzj/p7irqq5P4kf8ic2P8An/sf/SqKlLZlQV5JGPqDGQ7k5Oajtc5BYU9RlBmnx7VNePu7n0a0jymjFcfLipBcBetZvmgHApwl5xWqqtHLLDxZpho5RnpmlwIzg81lm5C4+tX8me2DDgivRwmJdSXs5M83GYRUo88UJM0QBzWRPLF5uADWk9mzJknmsS+tXjbcCcivfwyhsmeNUv2NKD5l+7SSJ14qhp90WbY2eK1mVCmd46ZxVzThLUS1RnNlWBxU0cx5zxinuqkZqpIcGrVpE7GtDdoq5bj8ad/atsWIDDIrl7q6bO0EioIYZZJcg5zUSwNOfvSLjXnHRHYC/jbvUNzrEFom5yKxtrRx4LYNc14muHSFV3HJpwwVOUrdA9rI3L7xZZsSO9QWniKF3GHGK85d2Y8k0RyOrcE13rDwSskS03rc9usrxLiMFWFTyKrKdxrznw5qsysEJJxXcRSSXCA4NefWw3JK6ehSn0YFtrEZ4qKeySTnGas/Z3xkg1AzPHkEnFEZfysTXcwruzUMQFpNP1DUNEk3WE7IhOWibmNumcr6nAGRg471qyQ+YwORzVWe0KjPFdXNGS5Zakap3R00HinSdf8AI0/ULCZHlkAwfmRWz8uGBDc9M47+lRaj4fOmK0ttcCVAhbyn/wBYFGASMdQM5JwMDFci0HBwcZrsfC2utd27aPdIZblYnZJLiXcJ+SdpyCehHrwD6VxVaLw656Pw9Ubxmqmk9+5lpNIpGRxV+CQOART9ZgjtNUkhUKiOokRV7A8fzBqhHOsJC5p6VIcyW5HwuzL1yMx8VnOOK1YNtxFmq09qyZKis6VRRfI9xyi3qUreTL7TWlEgHINZbRyrIGArYtlAjGc5q67SV0KCu7E8Z+XBpWDdhkUqgdadnFeNWpqbuj0KVRwRvQ/8eEf/AFyH8qxPAP8AyTvw1/2C7b/0UtbkX/Hkn/XMfyrD8A/8k78Nf9gu2/8ARS1FraA3fU6KiiigDwaJc3mqn/qK33/pTJU2z2otlzc6of8AqK33/pTJVnZXjVf4kvU+vwr/AHEPRfkXvA64+I1v/wBgq6/9G29euV5P4MXHxGtf+wVdf+jbevWK9LDfwkfO5j/vMvl+SCiiitziCiiigAooooAKKKKACiiigAooooAK5nx7Es3huGJs7X1PT1OOuDdwiumrnPG//IBtv+wrp3/pZDQCdtTDaMgVBKGC55FaTIT0qs69mryJRPoYTuUlYg81Oh4zTxCCKa8O1etTZmjkmNyN4JNbMTBbcHsa5whg2M1s2ciNB5TNj3rowk4xqrm2OTH05Spe7uX4zuWql1aeaeBVlFKrgEfnQofPPSvbhU5JOUWfPuLas0ZsGlBHLEU67jW3iLE9KvvKA+M8Cq19bi9t2WNgWxxzVUcd7SrabsiqmEcKfMkcxNqLNIQhxipbO4Fw4SRuajbQruOTlc1JFp0qzDAwR2r3L02tGefZ31NK40yMw7gATVC0TZOwPaujt4ytuFl4qpcaftfzY8Vw08XHmdOT1NpUZcqmloY9yj7uelcn4kBcg9gK9BFus64OM1geINHEkICjJruo1o81mZOLWp5ttFCrzW8NAdzgcGrVt4TuZHG5flHU12OcVuw5jS8FaX50vnOvyDmvQNyIMKoAFUNHtYLCyEQYBsc1d2K/3GBr5fNK1WpU9y/Kj0sFGklee7HCbJwQKjnt45kJAwacIjmpcbEOfSvPw1Wqpqx04mnS5Tn5YGjYkA4WqzXCsCrD9adf3MkcjgMMGsd5mdvvYNfWU4Nq7PDbNHCZxmqtwxiYSRsQ68qynBB7EGrFlYSzrnOfxqDULSS3fGDirTjzctxa7nezzWOseF7fUr1X2qiu8luh3RHID4BydoOc9eBnnArl9WsP7OuIlE3nxyxh4pkHyuP5fkTwR61k6ZqmpaTJvs7hkXOWiblG6ZyPfAGRg+9dVHc2HivQxp9p5WmXkMpeK2yApIDHjAGQQTnAyDzg9+BU54WV94X+46G41V5lG0vPJRQTWxFcLNHkc1xrPNazyW1zE0dxG2HRux/w9+9X7XUHj4HAq6+FU1zLczhUcdGb0iqe3NNSUg4PaqaairfepZLqMqSKxVKW0kXzrdGmkquDTWbB5NYyaiYmx2NTm7MiEg5qfqri/Iftbo7W2dZNPjZTkeXj8hisbwD/AMk78Nf9gu2/9FLV/RX8zQoXPcP/AOhGqHgH/knfhr/sF23/AKKWvLqR5Ztdjri7xTOioooqCjxKzTM2pn/qK33/AKUyVb8uotPXL6mf+orff+lMlXNleNV/iS9T6vDP9zD0X5EOianb6P49sri5ju3RtNukAtrWW4bPmQH7sasQOOuMfnXrENwNR04T2zTQ+chMbSwNG6HsSjgEH2IrzjwqMfEez/7BV3/6Nt69LuElktZUgm8mZkISXbu2MRwcd8HnFelhv4SPAzD/AHiXy/JHDabquqSeLJtCttfursGzmaSXUNPSBreVWVUaIbI/NXJbOAw4Hzc86OkXeqWvjSXRZdXk1e2Sx8+4klgjRrWUuoRcxqo+dS52kZG3OcGnt4Z1m6vk1G+1+F761t5orFoLDy44XkABkZTIxcjA4yB7U7wt4b1bw9C1vPq1jdwvueR0sHjnlmbrI8jTPuPrx6YwBitzjMXwpqutRajp9v4ovtcgvLvzFjhubW1W1mcAnarRpvBCjIDEE4PWvQq5iLw3ql1qmn3eua3Fex6fKZ7eG3svIBlKMgdzvbdgM2ANoya6egAooooAKKKKACiisfxJ4hj8NaVJqM1hfXcMSPJKLSNWMaKpZmO5lAGAe9AGxRWLqfia201LALaXd5dX4JtrS2RTI4ChmPzMFAAIySR1HrVdvGmmf2HBqUcV3K1xcG0js0i/0gzgkNEVJADDa2ckAAE5xQB0Vc543/5ANt/2FdO/9LIav6JrtvrkNwYobi2ntpTDcW1yoWSF8BsEAkchgQQSCD1rP8bsP7CthkZ/tXTuM/8AT5DQBT6Gq9wmV4qVmwaqzSnOK8uTVj3KcXe42FiODVkRCQVXiKkYNTAmI5B4qY+Zc730JfssYTJArLnkETHacVq+aJFxWHqEUglJXpRUtbQrD3crSKc2rXUTgI5611NrLixSaQ5JArkVtZJHJK55FdUi7NNjVhXRgIe0rKMtjLNWoULx0ZLdESWbyJwQpNc/a3ku/wC8c5roCAti2BnIrEEK+aWwBmjHQUKzUSMtnzUPfN6CY+QzOeBWIt+z6ptx8ueta0a+bYnHGTVGOxUTbsc17uWcqo3luzwswv7ZpLY12AbDH7oGarXVygt3CHmpXcGHbntWJeBtjhe9GFwkedye9yK2Ik4qK2sZ66rJBOyk5GetRapeyNbh1Y81m3AfzgCOc1sQWSXduqSHAFe44xjaRw6vQytLklmukQjOTiu7mRLOwkcDkLzVHT9ItdOVbjJZuoqXUZHu9Jl8rn1+leTicZCriYUYP1O2nh5xoyqtHG3OpzmUlXIFTWGuXEEwJfI75rLmVlYgiq4R3Yba9x04tWaOI9QsdQW7hDjGe9TyklDWP4etpI7Zd2ea3JB+7Privn60adKraB2QcpQuzz7V5H+1tgnrWcGct1ra1S3zdNxVeKzXrXvQkuVHETabfSWzD5jirmp6gr7GHJPWs4KN2AOaZdQOEDEHFQ4RcuYd3axoQTRXC42jNOSJ7OdLm2kaKaNtyuvasWCcwtkVI+oyE8Gm6b26Bc6XxFazaha2XiKFFUSxiG5jWPBDgkb+/HGOefu+vGRE8pR3EbmOPHmOFJCZ4GT2zWp4curichBM6orB9ob5dwwQcdD0H5V2Q1J3haKeGKdWXaQeNw75HIOa86pivq37pq/bpodEaXtfeR5082IyUYGlm1e4urh57pt8j43NgDOBjtXazWHhl5neexMJOOm5VP0CHAqhejw5pgS6s9P+3SOCEhMh2Lg4JYNkjIPGQfujGOtaRxUZ2tB3+X5kOk1vJHLvcI6bt4HFOtr4KTlwRW1d3msWV55kGg6RpimUW63DKrNCzL1LA9MHOduMcHNOsr3WomkMuq6Nci7leOVJ2G3IG3eQoHykRgDsdw45rT2rcb2X3/5J/mL2avudT4ccSeG7dx0If/0Jqq+Af+Sd+Gv+wXbf+ilrU05Yl0tRCluiHeQtvL5kYyxJw2B39uOnasvwD/yTvw1/2C7b/wBFLXz9Z3qSfmzvgrRSOiooorMo8e0xcnUj/wBRW+/9KpavbKraSuV1E/8AUVv/AP0qlq/srx6vxy9T6bDv91H0QvhoY+I9l/2Crv8A9G29emV5t4eGPiPY/wDYKu//AEbbV6TXo4b+EjxMd/Hl8vyCiiitzkCqOq6vZ6NarcXsjKruI40jjaR5HIJCqigsxwCcAdjV6igDlx41VW3T+G/EUFv3nax3AD1Koxf/AMdrobO8t7+0iurSZZoJV3I6ngivLLbxzqo07WLqfWYGvG063ubSyEcY8i5eWZDbAY3M2URTkk5JPFetUAFFFFABXMfEC4MfgfWLWO0vbqe9sp7aGO0tZJ2LtGwXIQHaM9zxXT0UAcAb2RNT8PeIk0vVZLO3s59PuY/sEomiZvKZX8orvK5jK5APUVSg03U7SOw8SSaZdlV1651CSyWPdPHBNG8StsHJYZVioyeT3FemUUAct4UiuLjV/EGty2lxawahcRC3iuYzHIyRxKm9kPK5OcA4OAKpeNPDuiRQW+rR6PYJqR1fT2N2tuglJN3ECd+M8gkda7auc8b/APIBtv8AsK6d/wClkNAFBlqjcKd2a1HXYzRsMMpII96p3EXynFeXOJ7dKepRgVjJk1cfIXHWoo02jFTgjIU1mlobzd2MQEc5qtNNulCtjFXZFIXisadz5xGCcntRLQdJczua9vaxsVYEHmr0sG8qOAgqnYJ9mt/MlOAemak/tSBsqa9bAUaqj7SETxcwrQc/ZylohbmWNIfLU5rMIUng1pLDbXPzRvz6UwWQVjkVxYmnW571Fqd+Fq0YwtTZLYHMJQ0k6FQccGp4YhCuegrO1LUY1+VDz3r1ssjUa5baHkZhKDnzIRGkMm3OatfYtyMx6kVjw3bvMoTk10cbMIAzDnHSvRxTnStbqcNJKV7nJ3Omu1wcLzUr208FumzIOea2mBlm3AYqebZDbM7gcCtnimrJohU73IXVpdPj2jJxg1HYxzRb0dPkPGDWNN4glgYrFjHpSReJJy2WPHpXnVcnqzqurF2PQpZlGFH2Tjctan4cjml3wLgHqKbp/hsROGlAIHrWzYagl7DuXhvSnSzso4orZjXw69nPcijg4V3zQehIZI4F2qAAKEuUfAJrMmaQnPY1ZgUW8BmkPA6V40KtWrVtHdnrVKFGlSvIZe6XHMxcHBNV4tKjCkMcn2rMv9ckeQhThR0xVGPWpkcHca+tpUa6gk5HzcpQcrpHQroi+ZntVu60qGa22Y5AqPS9S+2xgE/NWouSMGuGvWrwmrvY3pwhJHB3WjyxykKpI+lQjRrpukZI+legNErdhS7QvQAVq81cY7CjhW3a5h+HrCSz3GRSCa2jhNzseBTidvzFuBXLa1rL7mijbiuRU54+tzyVkjbnWGhyxd7lu81DzLjaCNtTWqRMckAk1xRupN+7ca2NJ1FvNCyNxXszw/LC0Th5ru7OguILfdjaKh+yQbeFFJLlmBDZzVuG3LICRmubm5Iq7Ktd6I6XRo/K0OJB2D/+hGs/wD/yTvw1/wBgu2/9FLWppuBpSqDyoYH25NZfgH/knfhr/sF23/opa8Wq7zb8zvh8KOioooqCjyjRlzHqH/YVv/8A0qlrR21S0Rcw6h/2Fb//ANKpa09teTVXvv1PoKEv3UfREOhDHxHsP+wVef8Ao22r0avPNFGPiPp//YKvP/RttXodehh/4aPIxmtaX9dAooorY5gooooA8httbYprHieex0Q366ZBqFmy2KiWN3kmTyWkzuZz5YUnI+YkYr16vK9G+xRSW+par8O9Um16M5lvk0+EedIP+WuA4AY9enBJ5716pQAUUUUAFFFFABRRRQAVznjf/kA23/YV07/0shro65zxv/yAbb/sK6d/6WQ0AVb04vJ+f+WjfzqvuBHJqS+P+nXH/XVv51X7V5cnqz24R91ChcnIpWUg5oiYZNTYBpJXG3ZjVYMuCKiFgjzh8e5pzEq3tVlGPksV+9itaUFUmosyq1JUoOUSHUIDLEFUgYFcxch4HwTVqfV5UmdGB61m3Vw05zmvtMLRlSiovY+Wqz55cxo6demOUc9a6jO8K3qK4W0DNcoo7mu23+VBGD1xXnZxCKipHZl7k5uKHXQPkHHpXJyo8kjDnOa61ZFdcN0NQJp8SzmUge1ZYHG06dN36DxOGm57FTStOFtH50gyx6CtOMlic96Rjk8DihW2nOK83EYqVarzvY7qWHVOnyrdhGgRzxWfr0hW02r3NaRUk7lNVNStDcWrY6gZxXp0KkHUjNs86pGSi42OEcF5Md6HgePscVdis5FusOpHNdJLp8Utoq4GcV7dSvGDV+pxqLZk+G3ZLjGTg10dwoMhqhpOmNbSmRvu9quzOc57183nNSEqisexlcJK7ECjHIqrrblLJQvAIqcb8ZxTriAXlmUB+YVyZbUjDEJyOnMISlR0OCmB61VyS+K3brT5Y92UPFY628v2jaEOSeK+1jJNaHzh0HhpmW4wa7B2INYegacYIvNlXDdq2c5PNfNZtVjKraJ6mBpuzkxwfikWRXJGaQiqkqFeV615DqyjqejGjCd0S3oIgYj0rgLw/v2yc813tvIz5STlTxg1zGuaTLHcvLGo2E9BX0WU4uNROL0Z5GOw0qMvI558dqntphHgkdKVbaToYzn6VYXTZ2h3KnB7Yr2211OEZP4kML7V5FbFh4utxbYcYYCuG1Gzmt5iWUjmp7LSbq6jyqnkVFShSnH3kWm1qmexeD9U/tbRbqcDhbhkH/fKn+tO8A/8k78Nf9gu2/8ARS1m/De0ks/DV5FICD9rc8/7iVpeAf8Aknfhr/sF23/opa+ZxcVGtJR2PQpfAjoqKKK5yzzDQRm3v/8AsK3/AP6VS1qbaz/D4za3/wD2Fb//ANKpa1dteZUXvs9ulL93H0RV0kY+I+nf9gq8/wDRttXoFcDpgx8R9N/7BV5/6Ntq76u6h/DR5mK/iv8AroFFFFanOFFFFAHiGYf+Ec8n/hI/Fn/CXf8AQL+3XO7zs/6rH/PPtvz05zXqHhWPULaDUbK+mu7iO1vWitLi7H7yWHYjAk4G7DM67u4WvOLbxjeJHrEEuvyya/cafbmDT2Zd8N+ZZg0EcYGQBtjByD8uGJ5zXs1ABRRRQAUUVl654h0vw3Z/a9VuHhg5+ZYXkwAMk4QE4A5zQBqUVkan4m0rSFszdyzk3uTbpBaSzvJgZPyxqx4BzyKdP4j0u10aPVrmaWC1kYInnW8iSMxOAoiK7yxPQbcmgDVrnPG//IBtv+wrp3/pZDWrpWsWGt2hutPn82NXMbgoyMjjqrKwDKRxwQDzWV43/wCQDbf9hXTv/SyGgChec6hcjP8Ay1b+ZqvIQEPPSlvZCmp3Wf8Ans/8zVaWXzHCjoeK8mT1Z78IOyHw7jyDnNWkWXqBTYII7eLzZTx2FVZtadXIjAArvwmXVa65lojhxePp0pcq1ZotCSvzLSRh0kBHTuKp2usb2xKODV6a5hgiMu4E44FbVMtq05pI5oZhCUHzGNr1gi/vlwM9q5+JTJIEFWNS1Ka5kYbjtrOhuTFKG7ivq6EJxppSd2eHNpybR1+maQsWJpO1Xp5lkYBegqLSboXtgfUCoXRo3OPWvlc2q1XV5J7I97K6VNxc1uWgxxxUySjjcapK+F5qTcCvBrylKx6Uqd9zQRlIpHIxkCqtu+AQaugfLzXTBuasjiqRVKV2VTKy+1NW4ZWJJzU0sJYZU5rPlDKSCKynzwep00vZ1FoXDJbyHLLg1IGhYggZNZQ3EnHWtCzjJQMTyK2hi60vduY1cHQguaxa2kjHQelMa3Q9TSSyAPjNOVS3JPFdrwsbc02ecsTJO0CN4SqYBzVNJHjkOTitEsUODyKpXqYYbe9cWJoOnaS2PQwmI9q3CW5MWgnX94gNRC1skk8wRDcKgQNip/LYrxRDG11GykOeCoc12ifzQRgYA9BShqp/MnWpVf5ax9o27s19koq0Sz1FRuvymhZMjimMxY4ptpomMWmQruEvBq5Ns8j97g/WooocyBjWbqt2wcoTgV35Zh5VJ3vaxxZlWSiokLTQ28+4RKy1sW8kNzErwog9VIrl3Yldxbin2eoG0kyGOD2r6DEYX2sLRbTPHpVfZyu1dEfigRi6KbF49qZoV4kKkEDjpVHWLlp5y7ck0yyJJGK7I0/3ShIzb1uj1Pw9Ms+lzuoAHmsOP90VX8A/8k78Nf8AYLtv/RS1H4NOdDuP+u7f+grUngH/AJJ34a/7Bdt/6KWvm8SuWtJI9Ck7wR0VFFFYGh5v4dGbO+/7Ct//AOlUta+2svw4M2V9/wBhXUP/AErlrY21wTXvM9SnL3F6GG97caf4+0uW20y61Fzpt4phtWiVgPMtvm/eOoxxjrnnpXoELyX2nBpoLiyeZCGidl8yLPHVCRn6E1x1iMfEfTP+wVe/+jbau1uIftFrLB5skXmIU8yI4dcjGVPYjtXXR+BHDXd6jOBsUuYfGn9jpca9p9pcWVwhOo3hnNy4KhZLdiz7CoLE5KnDD5eDi1pTyWHivUI9LvtQvtKsrJxe/a7p7hRdgqVRGckhgu/cAcDK8A1qDwbG8z3N1rer3d2LeSC3uZZY1e1DjDNGERVDcD5iCeKk8OeFP+EahitoNa1K5s4oyiWtwtuEGTndlIlYt15J5yScmtDE5XSptRs9N8HeIX1e+ubnW5oVvYZZy0LLPEz4SM/KmwhcbccA5zmu18S6pPo2gXF5axJLdbo4bdJCQplkdY03Y7bnGfas/TfA+n6Ze2kqXd/NbWLM9lZTSq0FqzAjKAKGOAzAbicA8YrX1rSLfXdLk0+6eZIneOTfBIUdWR1dSrDoQyg0AcfqNn4o8MWkviO58RQaotmnm3dtJp0UQaEcv5br8ykLkjJbpzXf1yFz8PbK9tZbW61zxFNbzIY5I5NTkKupGCCO4Irr6ACiiigArlPiRqdjp3w/11b28ht2utPuIIBK4XzJDE2FXPUn0rq6KAOAvNS8F6tpWh3t/wCIY4BBG621xbX5g+faodd6EcjI4z36Gs2K/uxpXhjWtXluJtMsNZuM3VzGQ5tik0cE8gwMfeT5iB1B716jRQByPg+aPUdd8TaxZnfpt5dQi3mA+WYpCqu6+oz8ueh21W8Z6XeJDb3ra7qD251fTz9hZIPJGbuIYyI9/HX736cV29c543/5ANt/2FdO/wDSyGgDC1Nv+Jlddf8AXP8AzNVYFLXC/WtfXQP7ZuM/7P8A6CKzlGJARXkTVpv1Po6Ur016E+sOUiRR0xXOO58zFdRqEBns0cD5gK5O5JikzjGDX22WyjKhGx8dik1VlcvRRPjNNunlCYJOK1NLxcQL8ua0LjTI5YSMc1c8TGE+WRnGm5K6OIlKhSTWaz5fIrc1LTJIdwANZVrps80uFUkZrujKLV7mZ1XhWRmDL/DitadQGODUeiaeLK1O4fMat/Zg5JPSvks3kqlf3D3ctap025Ga4LEhe1OjRl61pfY0UHHWozBg9K8h0pR3PVjiYS2GR4G31q6eY6qtEwIYdqnLHyOOtdeDuqiRw42zp3It7I4waS7UfK3rTArs4qS6QuAuegrtzGK9mu5yZc37TyKrbc8VYtWOMVXEZUc0ol2OMV40XZ3PanHmVkaEkQcgkc08L8oFQpMSlS7htzmvS+sc8OVnkPDuErisobGaqTsGfGOlStLjpVNmJkyelc1atzRUTqw1Dlk5MlCgc05WFNRlYYzQVwax9DpavoxJeRxUa5Ap+QTilIxUvuUtFYEkXpTiw7VAIyxJpcHAouwcVcsxyjO08Z4zXLa1DNBcncSV7GungjDKWfoKytYuo54DGF6V72TSqKT091ni5mqd1bc5oXG4bc1e03TpbyccfL1JqlaWnmzHPTNdlp7xQRLEF5PpXu4mrKnB8iuzy6cVKVnsc3qOm7JmXHSrGk6VvjZyOOlaWqRNkyHoaprq6WVjs281CqVJ01y7hZKWp1vhhFg066gB+ZZC5GOxUAfyNN8A/wDJO/DX/YLtv/RS1m+B9V/tP+1P+mYj/Xf/AIVpeAf+Sd+Gv+wXbf8Aopa8TGRca0k9/wDgHfRd4I6KiiiuY0PPPDQ/0G+/7Cuof+lctbOKyPDI/wBAvf8AsK6h/wClctbWK5JR95ndCXuozrP/AJKPpf8A2Cr3/wBG21dxXEWg/wCLj6X/ANgq9/8ARttXb10U/hRy1XebCiiirMwooqGaOZ5IGin8tUk3SLsB8xdpG3Pbkqcj+7jvQB5LpXiDRNR06K51jx7rUGpPn7RFBIYokfPIQCPG30PORXsFecabqd/qd0LNPiA1tf8AeyvdIjt5/wAEfBP1GRXo9ABRRRQAUUUUAFFFFABXOeN/+QDbf9hXTv8A0shro65zxv8A8gG2/wCwrp3/AKWQ0AGq2qS6jKxHXH8hVIWiIMitW/8A+P2T8P5Cqbg9K5alON72O2lXnZRuQzSJbWpZzx71xWpXsc0x2gYre8SXJSMRCuMcFmNfU5Zh1TpJvqeJiqnPUZ1OgajBEPLdgCa6KS5ighLs4K+teYo7xvkcYq7capPLbiLcQBV18vhVqKoKFeUIuKNfUdZWSRlQAiqllqAhm3dATWFHv35JzU+TXYqUYx5UYtu9z0mxuo7mAFSKZdXDo4C/drmtCu5IztBzmuhMgkXDYzXkTwsadZy3R0qq5Q5SaO5yvvThcDOGxTI7XjNP+yjua55+wvZlx9ruiQSxmlO1V/2TUX2YFsZ6UspVItmc1xYlUqa5oPU68O6lSXLLVCNPHGDtHNMjk83JNQFgoqWFlA4rzZVZVJXkz1I0YU4+6hzJmofI7mpGfnims7bah2NI8yFJ2gAGmPIxPBqEsd1KAetRzGnIluTBjjk02Q8c0JgDJpsjBuBTb0ElqVRMUkxnipxc54qnIh3ZFRlyOtZ8zR0cikaMZLNmrWcrjHNULSYE4NW/MGcitIvQwqRd7E8a8UrKB2p0TArUgKmt4xTRxym4yIYTyVI4NYmp2LJISvQ10IC54pJo45ExJgj3r0surujLl3TPPxsFU95aHHW7FZdoXmulsrbaFlb0qBo7BJOdoNaMbRvGvluCo9K9LHYiXs7wRxYaknO0mc5r9+UuGiHQGufupTJAx9q2/Edo4m84AlTznFc1cEiFgDXp4VRdKLic9S/M7nV/CrP/ABPM+kP/ALUrqvAP/JO/DX/YLtv/AEUtct8K841sn0h/9qV1PgH/AJJ34a/7Bdt/6KWvDzH/AHmXy/JHdR+BHRUUUVxGpwHhj/kH3v8A2FdQ/wDSuWtrFY3hf/kHXv8A2FdQ/wDSuWtqsnHU2UtDNtv+Sj6X/wBgq9/9G21dtXFW3/JR9K/7BV7/AOjbWu1q46Izk7sKKKKokKz9X1vTtBtEutUultoHcRq7AnLEE44B7A/lWhRQB5He6j4a8TxKni7xfDeW4YN9gsrVoIQfdiDIfqGX6V65XkFt431JbPWJJtfR9Ul0+3ltbHbGDBeNLMptkTGSRsRTnJ5J4yK9foAKKKKACiiqF/rmkaVLHFqOq2NnJJ/q0uLhIy/0DEZoAv0VVvtTsNMtPtd/fW1pbZA864lWNMnp8xOKJNSsItP/ALQkvbZLLaH+0tKoj2nod2cY96ALVc543/5ANt/2FdO/9LIa3LO9tNRtUurK5hubd+UlhkDo30I4NYfjf/kA23/YV07/ANLIaALGof8AH7J+H8hVRulW7/8A4/pPw/kKpSNhawm9zopq9jC8SWxkQSD0rkym1sV6I8aXMBVxnFcpqVlDHMQpxX0mW4pVKSj2PKxVJ06juYohLuAB1ra/4R53sQ4HzYzU+j2kLyjfgmurxjAHT0p43Hug0ooVCh7W+p5mbV4ZGVhQIiWAANd3fabbznPlgN7VDZ6JHE+9xn61ssfT5Od6EOjLm5UV9E04W0XnzDHHArX+zIzB1IxUd4m5AOir0AqCOdlGMmvmq+Z1HWcuh7VLLouktdTTZSVABxQq7etVo5ycCrO4Y5rnU1N8xcqcoLl6C8DJzWXdzDzQFPFaDc8Cq0lqpye9Z15SmbYWMKb1M95fU8U+3l38Kcmla25Iqa1tVj3SPgKK5oQlKSijuqVIQg2yVIZCRkVKYGx0rKv9cMRKQ8Ad6zIvE1wsvznIzXu08lqSjds8Keae9ojfkiIPSnRglSCOe1PtrlNQtvMQfN3FWY4AnJrzKmFnTqODR3xxkJ0+YqrbyNnBFRPC6k5FRaxfy2pXyzgUaXqv2393LjJ6Gu2WUz9j7RM5Y5ovacrWhFKMcdKgeLPOavXcShjVYBsYxXiyVnY9yErq6IUbbwKsxOTxUaQENkmr0MQHOKcU2FSSQ+EnFOMjL0pD8v0pyqG5rVX2OR23YkUxZgDVLXbxoI9qnBrQVAp3elZPiKFpI0kUEqRXr5Ql7a0jzMz+BOOxzRnmlfAYk10OhiWFwZCSG461z0BMc2SK37K4Mjoqg9a+lxEeaDj0PFg7NM2njEjtbSoXjbocdK5rVdHto3Ko2M+9dFdXpihO0fNjrXJ31xJKzM2a87LKFWle8tDqxdaFVppa9TrPAel/2da377gwlCdPbd/jWl4B/wCSd+Gv+wXbf+ilrG8A3/m/b7V3O8IrouOwyD+pH51s+Af+Sd+Gv+wXbf8Aopa48epLES5v60NaH8NHRUUUVxmpwXhf/kHXv/YV1D/0rlrarE8L/wDIOvf+wrqH/pXLW3mnyhzGbb/8lI0r/sFXv/o22rta4q3/AOSj6V/2Cr3/ANG21drStYAooooAKy/EZK6DcsurR6U67WS8lZQkbBgVDZ4Kk4UjuCR3rUrN1uO9l0/bY2dletvBktrxiqSIOwbBw2cEEgjjt1AB5q3i3S/E9+LNZtI0S+jG3VdW8+Heo6bLaTOWLDnf/Cp/vcD1yuHD3sjeVH8Noo5enmXE9qsI99ylmx/wDPtXY2f2r7JF9t8n7Tt/eeTnYD7Z5x/nigCeiiigArmPFN/Z28i2FvYWt9rt/CYoYZUBAj5y8rY4iUsc+pOBya6esvUvDWg6zcLcapomm306oEWS6tUlYLknALAnGSTj3NAHJLpdvoviPwTpd9Os9pZ6ZcQQSzY2vcKIQDzxnYJMe2axbL7Nu0jzPL/4R7/hK7vyc48nGyXy8dtvnZx2zjHavTJdD0mfTI9Mm0uyk0+MAJavboYlx0whGBj6VLJpthLp39nyWVs9ltCfZmiUx7R0G3GMe1AHN+EvK/4SXxd9i2fYPt0W3y/ued5KebjHGc7c++e9VvGcGuiG3lk1HT20z+19PxbrZOJsfa4sfvPNI64P3PbjrXYWdlaadapa2VrDbW6cJFBGERfoBwKw/G//ACAbb/sK6d/6WQ0AW9TULdAgcsoJrOcZFaOqti7Uf7A/maoEAiuepZ6HTSutTP1K4+xaeWU4Zq5Frhrkkk5NdVrcDT2AK87a4s5ib6V9NlUIrDq255WMlJ1ncmhu5bW4GCRzXc6fdi6tVYn5sc153h5phjk12Gl29xFZAgEZrXHUYVIK+5lRnKEro2zJGpJJpv2mFv46xZp2jyrk5qOItK/HSuF4CEleTNliZRehvzKJITtrJKMr4rUQeXajNZ07/Mcda+dxkIxqNRPfwEpSp6kyKwTcDSrMc8mo03NGMHjFJEjMea5r9jqcU73LkblvpTmbFNRdq1IiZOT0raKb0RyzcVq9iupDvwKi1UtHY/L9TVh7q2gfaSN1Puohd2hVe/SvTwdCVCpGpUWh5+LxEa0HCBw24ySHceKqXMexsitO7sZbeQ8EVQ2PJMq4zk19ZFp6o8U1/DV26y+WM4Ndln5a5y3ht9DtVup+XfAAx0rbtbyO8hEkR4r53HYmjUxHJHc9OjhqsaPtWtDD8RfcB7msnRXIvk56GtjxACygAVD4d00q7TSqfUV6sJxhhry7HC4uVSyNPUDiXp2zVZJQR0qzehnYnaazds4OFjJ/Cvh6j99tH2VCP7tJlmPLSVd3bVpkMJBzip2QsuABmnGLsZ1Jpuw0fMKeBimCGXf8vSpfLkHWrSfYylJdyC9kKWzFTzWVZ6vHMrW10uVzjPpWreIxtn47VyKWdxLcny1OM9qh1J05qUXZnTQo0qtJxnsdD/ZNhId6SgA9jVmE2No6qmGfpmqA0q8Fvhc7sVmvb3dpLukBzXZVzPFSjyyZyUsqwvM3F3OkvIQzBv4WrJ1K0jW1dx1xWvYzi5tlWRefWodSsXkgZYznNe3gMZGoopvU8LGYWVGbVtDM+H5/4n12P+nR/wD0Ja6zwD/yTvw1/wBgu2/9FLWP4N0eWx1C5uZeN8DKB+IP9K2PAP8AyTvw1/2C7b/0UtZ5jJSrtxY8OrQOiooorhNjgPDH/IPvf+wrqH/pXLW1msPwyf8AQL3/ALCuof8ApXLW1mt4x0Mm9TDur64sPH2ky22mXWoudNvFMNq0SsB5lt837x1GOMdc89K7qF5L7Tg00FxZPMhDROy+ZFnjqhIz9Ca5G0P/ABcfS/8AsFXv/o22rsriH7RaywebJF5iFPMiOHXIxlT2I7VlNWZpHY4PTPtNp46XSll1yys5rSdSNTvDP9qdWXa8DFn2lQWJBKnDD5eCRp+C0mttS8T2El9e3cVpqKJC13cNMyqbeJiMsem5icdOavWfhWODUU1C61bUtQu4Ynit5Lp4/wBwHxuKqiKuTgckE1FovhA6LqV5err+r3bXjeZcR3Jg2u+xUDfJEpBCqo4OOOlSM5zw1BqXhzU9Kg8SR6g9zeu8EV5/bc9zE8u1nCvCxCqSqtjAYZHavSK5608JRRalaX17q2qanJZlmtkvJEKRMVKlgERdzYJGWyRk10NAHHW/xBtp7XVLz+zbuOysbOO+SVimbi3ZnXzFUHgfu2IzgkY45rsa8e0W18K6lbR3M3jOOzsp4I7e50V723IjSN3YW5kIDmMM7j3UgZxivYaACiiigAooooAKKKKACuc8b/8AIBtv+wrp3/pZDXR1znjf/kA23/YV07/0shoAl1pgt8nP/LMfzNZjXIHBrR1xN18h/wCmY/may2hHWuCq3zOx6lFQcFcdDKXcoVyprI1fTYBISuBmtS7uE06zMmBvIrkJNSe5kLF6+gyfD1ox529GePmNWnOdorY1dL063WYMWBPoa6lQqKFA+UCvPo7x4Zg4Y5Fdnpd8L22GfvAVvmdGo4qaexhhZxUuWS3JLmwiuAeBmmW2nLCelWCzA8U4F2ryY5hUUeQ75YKN+a4SYwF7VUuQiDgCrhTd1NI8KSZBX8a4pU51Ls66dWFKyZn2+5xgVbjjK9RRDCI5cVZb7pqKdK6u+hpWrrmsupEuC3Sq+p3P2a1O3qanXrms/XQTAp7V6GWxjOsuY4Mc3GGhzTzu8+4k5zXXafuewjOec1xRcLID710ltfkWAVewr3sdQdWmoI8zD1PZz5iTVrmDdsyCw61RsUgM4kZR1rEu53e4JJzzVi1uymM1tChyU+RMzlPmldnUajZ/bogVIZPT0pIVj0m3JeTnHC1VtNQMYyeVI6VSvZjdOSW59K8enlMfb88noelPM5ugqSC51JbiYbgCoNbmn3kMqBF4OK5f7PtGTUtjM0NyCCcZr1a2HhUp8qPOhUcZcx1k3lRKXk6VDHcQNyiCs+/ui8IxnpUFnchcAmvOp5dTULtXZ1TxlRuyehs/aUztZCo9alG2IFywI7VVaSJ4s5FZtxdMwKq2RUrAU6kk0rWH9bqRi1e9ye61h0fEfABrStbjz7dZGHNcntZ5ea6uxjCW6KfSujF0KUKaSRlRqTc73JJNs8bJwKxb3U7fTU8u2ALnq1a13FiFmQkHFefapKwnYE85rPBYKhVn7W17GlbE1ox9lfQ0m8QXJf75rZsdUivYhFcjJPQ1wqvk5JrQtZJAysM8GvUr4OlVhySRy06s6cuaL1PQkhhhQEEBRThdQk4Dg1yUmpzNGELHFU5Ll1OQxz9a82llMIrc6amNnN6npGmZNzIwbK+Uf5ioPAP/ACTvw1/2C7b/ANFLWR4MvpLi7uInYkLAT+orX8A/8k78Nf8AYLtv/RS151eh7Cbhe5vGr7RKR0VFFFZFHnnho4sb7/sK6h/6Vy1sZrF8OH/Qr7/sK6h/6Vy1r5ruhH3Uc0nqyrZHPxH0z/sFXv8A6Ntq7iuFsDn4j6Z/2Cr3/wBG21d1XLVVps2h8IUUUVmWFFFVdSvhpthLdm2ubkR4/dWsRkkbJA4UdeufoDQB59r1j4j0HRbnVJovBbw2y75R/ZEinbnnb+95b0Hc8V6XXjekx6NJ4cs73T/hzL/wkL2qSQu2lEWy3BUENuZuEDc5znFeyUAFFFFABRRRQAUUUUAFc543/wCQDbf9hXTv/SyGujrnPG//ACAbb/sK6d/6WQ0ATa0cXif9cx/M1lmTmtPXxsmikYjDLtH4H/69YjyqFznivPrO02erh43ppkevQtcabuTsOa4QAxtjpivSoSs8BQjKkVjXnhmOSQtG5Ge1fTZXjoeyUJs8PG4eUajaOSBLtXZeHbdordpXyPSorPw1HHIHlJIFbWEjQRxjCinmWPgqbhB6sWEw0pzTa0RIjZNSjpUEZK9uKU3Ua9Tivnqc4x1kepVpyk7RRI+ShI61SEkxU54NSG+jzgHNPClxkDAqajU5e4a0oulH94irDI/nYY5NaQ6c1VW3Ik38H6VNJvx8tOlzQTuia7jUa5WMA5P1pl5b/abRk/ixxSqSOvWpAG6ggVeHqSpzUokYimpxtJnCXdpJbykMD1rW0+B5LE4HJrduBbSEJcIu71xT40t7ZPkUYr3JZvSlT8zzP7PqqVraHIXNgVYnHNUzEVI4rujBb3SZCj8qrtotqz56e1dFPM6Uo3bMZ4WpGXLYy9ItTc4DcAUajZPbSblHFbInsrFfLMiqfWp4pre4TCyLJ+NZTxlSNTm5XylRoxcbc2pzIOVAYVYsbNZZuBW29pbZ+YYqpNqNlp0ZCsM1nWzWlGDtua0cvrVJJJD7yxU2x29RXJzSyQ3BUZ4rft/EtlK+xnHPrVwWFjdP5q4OazwOa07NVHqa4vLatN3S0OajupmO3nmtqPTWNuHYHJGanuLeysCHIAPpUR8RWu3YeO1ehOrOok6MdDgUIxbU2UREUlzjoa3rSbMIB61VtZbW8IKOM+laSxJGOB07muXF1425ZLU0o05N3QpG+Mg964bXdHminaUISpPWuvn1K0hOGkH4UwX9jegR7wc9jU4SpXoycuT3WXVjTktJannCWshbBU10ukaVJMgJTC+tdKum2iDPlA0shRI/LiG1farxWcQjFqC1KoYGdSSvsc9remPBGjQDcO5Fc8vmMcEGvQ49pi2SAMvvUX2CxDbhCM/Spw2cQ9naruVWy+am+TVFPwNA0d5cSOMboSoz3OQf6VveAf8Aknfhr/sF23/opabpzRreIkahQQ3Qf7Jp3gH/AJJ34a/7Bdt/6KWuGviViKjnE0jRlRSjI6KiiisRnm/h0/6Hff8AYVv/AP0qlrXzWJ4fOLW//wCwrf8A/pVLWtur1acfcXocc37zIdOOfiPpv/YKvP8A0bbV3lcDpZz8R9N/7BV5/wCjbau+rgrq1RnRS+FBRRRWJoFFFFAHiepza9Fbpd6jrniKC/vLCK4tbS33Ij3fmOJLcKq/KMeWATz1bJ5r2yvO9E1Pxbpmn/2U0fhm6k05VikZtafzI1Jwnmfuidx6ZOMkdK9EoAKKKKACuR8a2Xh5o0uNT0mPU9UnT7NY23WSR+SAnOExkkvxgck8CuurD1Xwjo+s6rHqd3Hdi9jh8hJre+ngIjzu2/u3UdT/AC9BQBz2peBtQ1bR/DEN7cabe3WlQFbj+0rY3EU7mNVJIyCeQTkn3rNFxb6vpvhnRJdPtrDT21m4sb60tPlt3aFJmCLjGUZ0DYPXoe9dtd+F9Lvra0gnF6VtVKROt/Oj4OMhnVwz5wPvE06TwvosmhxaMdPjWwiIaOKMlCjA5DKwIYNnJ3A5yTzzQBkeD4Y9O13xNo9mNmm2d1CbeEH5YS8Ks6L6DPzY6DdVbxnPrpht4pNO09dM/tfT8XC3rmbH2uLH7vygOuB9/wB+eldTpWj2GiWhtdPg8qNnMjkuzs7nqzMxLMTxySTxWV43/wCQDbf9hXTv/SyGgA8W5EFuwOMbv6VzkgP2BSTy1dD4wybe2A6Etn9K59mBsix6KK8zEfxGe7g/4EfU1NMO62zVsmsfS7wRwbW+tXjqMQ611YfEQhBJnDi8LVnVbii3jK4qAoVbkcVB/akQ6VLFcrcHipqVKdR3iFKjVpr3loSM4VM1k3chZyFrWeLcuKgNmhOcc1lUjKWhvQqQhqZltGWlAIqxq1/9lQQocHHNXoLdY3zjpXNa2WN4xPrXqZNhk6jlLocGbYjmSjE0dK1Ev8rNWlJeBRnNcjbyGI5U1bN00p2k17tTCQlPmsePGq0rHSx3MLx+ZkZ9KiadpJ1weM1k20MzrkE4q9ZvGkyxyzxRFj96Vtqj8a5fqtOldwNXWnOykytrJZLoMDgVRm1B1t2G45rQ1sbkSQcggHNYUkihSCAa+RrJxqNH2WFtOjFm1oeoi4VrZztfjBFReIPEQ09TCn38YJrn9NuGi1uIoO/NL46t3F4swGFYZr3ci5as3TnrbVHjZ5R9lJTj9rcwJdSnuZSzSk5PrVzT9WmtZVYMeD61zocqanhl3OAe9fXOKasfPWPVbvUt+gC8HBIxXl9/qU8kzMzn8675iR4LAI9q82uwpcqea+AzCCjipxWx91kXvYZSZAL9xMDuNej+CdUe6fyWOcDNeV3AEZyK7j4bXCtfsDnJGBXOopNPzPSx9NPDya7Gtr99JLdsu44U1h+aSeta+spt1CZccbqxpIm7Cv0OkkoJI/MnuXrLUXtZlZT0Nbl54naS22rwSK49FkLbdpzVpoZET5gR9aU6MJNOS1QJtaIdNdySuWLHJ96fbXkkUqsGPBqsqZ7VGGxJitLLYR6bpF79tsSScsop5OazPCqkWEjnoatySlGPpXxWbxjDENI+iyu8qRbDYSojI3aoPtYxTDcjOQa8tyPTVJ9jU0ok6nHn0b/0E1b8A/8AJO/DX/YLtv8A0UtUNGn36lEvqG/9BNX/AAD/AMk78Nf9gu2/9FLXbhfgfqeZjlaovQ6Kiiiuk4zzDQWxb3//AGFb/wD9Kpa1d1Y2iNiDUP8AsK3/AP6VS1p7q9qlH93H0RwTfvMNJOfiPp3/AGCrz/0bbV6BXnmjHPxH0/8A7BV5/wCjbavQ68zFfxX/AF0Oul8CCiiisDQKKKKAPH7fwzr9udQ8Px6JEv23TYbCTUhcxBGKyTF7krnzCxEgONv3gecc17BXiX9nf8Uv5P8AwgWtf8JNnP8AbP2ePzvN3f6/zN+/PfZ0/h6c167pGptq1o876dfWBVynlXsao54B3AAnjnH4GgDQooooAKKKKACiiigArnPG/wDyAbb/ALCunf8ApZDXR1znjf8A5ANt/wBhXTv/AEshoAXxZgW0JI6bv6VzjpnT1X15NdT4jRZI4FY8fN/SsHy1Kbc8V52IX7xns4SdqMTHgZlB9qR5nzjaTWvFaR9BVhbKLP3RmsFTbOuWIgnqc8Gcn7pFaumNtPNXzaR4+6KYtsqtleKpU5RdzOeIhUi0WzKqiqst4FbimyqQQM1UlTHWtJ1JGFKhDc0Fu1PSqWqaeL2PzYvvAcgVGvyrnNRpdyRS5UnFbYXHTw8+ZEYjL4V42WjMM280b7Sp/KrVtaTSSDCGunilSdQzRgn6VYXgfKgFe9/bMJR0jqeI8uqRlZsitIBBAqsMtWD4g0ea4kEkUmAP4a6Rm2R7m7Vh3N60khHajAzrTqOr0M8RGEYqHUnS2e50gRPy6jiswaPJtG9atwXrxOPStjz4jAZnIAUZNcOYZfKVT2kep6GAzL2VP2b6HNW/h5/tYmUlcdzVvxDbW93p6wySAyKOCK5/xB4uk8ww2x2qOOK5WTXLotkyk/WvSy7J5YeSqylqc+OzGeKXLbQmuNFmDnYjEeuKuaT4fmluUaRSFB5zWj4b8QCaZYJ1U54ya6K/uYoVPk4GfSvXnVmpctjzOhqvZQTaaLMMoGK871vwpeW0rukW5OxFb1vezB9xY1ojxEqERyKHHcGvAxmTzqSc4PU9nL84lhVyNe6eWroN7eT+WsTg/SvRPCPhf+xIhPcsEfrg1ti/sorfz4okDn2rntT1C4uHLbyB6CufC5PVqS/fOyR3Y7iB1IclJblvWoop7gvFgk+lZkelXEjjEZwaofa5RIPmJ5rttBvUngCsRuAr6KrKVClda2PmYrmlZlOx0OOEiScAY9aZrVvbSRHyiufatnV42e3IQ4NcXcNIjEMTWOGlKtao38iqiUHykCWMrnCLmrdt4XuLlgxBTn0q7oNygugsnQ11ziQnbHwvtUY/Hzw1ko3ua4bD+2ersVrSzGn6cIAcnvVOQ7jgVpSJKUPeqIhcMfl5+lfI4upOrUc5LVn0eDhCnDliym0Tc1AQUxmtZoXx0qrPbMce1cri0d0KiZb0Mg6rB/uv/wCgmtbwD/yTvw1/2C7b/wBFLWTokZj1WJnwq4YZPupFa3gH/knfhr/sF23/AKKWu/CfA/U8nMP4q9P8zoqKKK6jgPKNGbEeoD/qK3//AKVS1pb6yNJbC6j/ANhW/wD/AEqlrQ3V9BRX7uPojzqj95kFtNqcfj7Tm0q0tLqf+zbsMl1ctAoXzLfJ3KjnOccY79a9KhSa604JqMEMcsiFZoopTIgzwQGKqSPfArz/AMPHPxHsf+wVd/8Ao22r0S4t4ru1ltpl3RSoY3XJGVIwRkcjivIxf8aX9dDso/Ajz6w0iLSfiFb2h0e00ezvLO5iiSwlLrfYKHMowuxlXJHDfePzcYN7wfZQaNeeNLbTLZIooNQUxQoOM/ZYT+pP61vWHhPRtNuXube3ma4aMxedPdSzSKh6qrOxKjgfdI6Co9I8G6LoeoSX1hHeJcS8yNLqFxKHOAMsruQTgAZIzxXManD6PZWtho/gTX7Mk6vqlxCt9c7iXuxLC7yiT+8ARkZ+7t4xXq1Ylj4Q0LTdTGoWlgI7hS5j/euyRF/vGNCSqE852gZzW3QB5Bpd7o97YrNqmo+M7u+3Ms9xYtfG3kcEgtF5I2bM9Mdq9fryzRbq/wBP0+60+w8faa9rpCKJCdBkKQxlmVQrebhlBVlyCcbeTxXqdABRRRQAUUUUAFFFFABXOeN/+QDbf9hXTv8A0shro65zxv8A8gG2/wCwrp3/AKWQ0AWfEFvJMluyfdUsD+OMfyNc+YpEIBrpPELMljEVOD5w/kax0mSQ7Hxn1qKmBlUj7SJ00ccqf7uS0EgiyuTxUnmQJ1kGfrSHgNEW2lhgGuR1OG6t52BaTGeDXRl2DpV01J6oyxuJqQlpszrvtNv080UAxSkhJAW9K4OCSczBQWYmut0y0+zATznDMMAE114vL6FGm5SZzUMVWnNKJe+zktyajktFYYYVabJxt6Uq5I+avJeFjy3TO+OMmpWsZM8DJGdqkgVjwXSfbfJlBGTxXWSqNhrDXS45LwTHqDXBVpOMrI9XDYiM4NyNiJFRBtp+7FNPyhQBSHOM1ve2iOFrmd2NvSfIyK56Q4cmt0XCF/JkIwemayb23aCQ5HHY19BlmIhUhy9UePjqEqc7vZkakPj1pb7zjpzomenNFnC004C9M81tu8dvtjKgqeGNdOKxcMM05GWHw867aieL3oYzvnrmqe3nmu28T+HZLaZp4UBibnIrkWgffjBzXsU6kakVKL0MdVox9huS5Qp1zXbSQyiJN+c45rN8M+HJri4SaRCEBzXoFxpkcsO1cbgK5MRi6dOai2NU5TTaWxxZ3IvFU2DPLW3eWjwkqV6U7TNHe5l3sMJ3zWrqxjHmb0M0m3ZFWOKcwg4O0U0qHBB612sdrbrEIQBx3rndQ0ySG5Z15UnNcmHxtOu2omtWhOnbmMKewdRuVcitnw7DMCH2nBqayiM5aIjGRiugs7aOyhVONw60sZi40oNS3CjRlUl7pHckn5TXO6lYmTLKMGuqZFmBK9azZrdzJtC5BrmweIi1eLLr0pRdpHHQObW5Vj2Nbdz4obZsjPapNU0kJamXbhq5B1IkPtXpxVOvaT1sYe9HQ3YPEN1HJuLGuk07WBdgeYoz61xdlB50gWughtDbKCrYrLE4ejNWktSoVJwd4s6iVcplajW2DYL0trJutlZu3FSGZB1r5OtSjCq1I9yjVqSprkRWW+hh1CCApgtIqg++av8AgH/knfhr/sF23/opayn01p9VtbhZF2pKjY+hBrV8A/8AJO/DX/YLtv8A0UtdtaNFKLpdtTii6jb9odFRRRWBZ4/pjY/tL/sK3/8A6VS1e3Vmac2H1If9RW+/9KZaub6+koL91H0R5lT42XfDRz8R7L/sFXf/AKNtq9MrzDwsc/Eez/7BV3/6Nt69Prxcb/Hl8vyO6h/DQUUUVymoVkeJtaHh/RTqLGIRpc20UjTNtREknSNmJ7YDk/hWvWZr2kLrmmCxeQRr9pt5ySm8ERTJLtxkddmPbOeelAHlCQ2sZuNKXxp4R/sWewh0xp/t6/aPs8byH7mdu8rKV3bu2cdq9qqn/ZOm/wDQPtP+/K/4VcoAKKKKACuZ8X2ha2W7S38QXciKUWDSL0wFeCdxG9Q3p/F24NdNWRquiTalcCWLXNUsF8vY0do8YVhknPzoxB56gg8CgDitAkvvF9zaWV9r155dpottO0unzvbmeeVpFZyQATt8rG0jGScjtS6RqWo+LD4Z02+1C6gSTTrm6u5bSUwPcvFKkK/MmCoO4uQCM8dq6N/AunRx2i6beahpT21t9kEtlMA8kWd21y6tnkk7vvAscHmp7jwdpz2elwWM11pr6XGYrSezdQ8aEAMp3hgwOATkHkA9aAGeCry6uNJvLa7uJLmSw1C4slnkOXkRHIUse7YIBPcjNZnjPVLx4beybQtQS3Gr6ePtzPB5JxdxHOBJv56fd/Tmuo0bSLXQ9NjsbTzDGrM7PK255HZizOx7sSST9ay/G/8AyAbb/sK6d/6WQ0AWfEzbdPiP/TYf+gtWJaR72LmtHxtKYdIt2He5Uf8AjrVl2E6tajH3jXp0Yv6vddzkqNe01E1eCWbYsRIPtUvlAWSRXBDP0GeTVt2EaFzyQMVzsl20t5uyeDXHgcE5VXWvoduKxn7mNCxrpZWlqQ4jBeopw80gYngdBVwkNDGzelV5j8pxXnY2pUnNqbvY78FCEIKUFqxpv/ITbjNVJdXdec1DJyCTXP6ld+UWx2rhdSW1z1aWGpt7anUW+pm4+UnGauxxFP3juAlefaXqkk92EUEDNdnqs7R2EKg9Rk12YCh9YrKEjjzT/ZKfNHqOutcSKQpGuQO9S2erpcMFYDmuZRfNfPeteyt44pAxI+lfVzwdCMLcp8qq1Ryvc2ZbYNP5jHCDnNczreseZKY4/ujitjU7wiEIjdq5u509pF3g8nmsMuwUKLdSW7N8VipVrReyE07WXtZQc8V2FtdQajBvUgEda88ltZIm6Vesb2a3RkGRmuzF4KniI67mFGvOjK8ToNe1G3Ft9mU7j61xcKR/a9xUEZ6VcuC8shYk1FFBhi1dGHoxoU1CJE5ucnKW53OiXUMtr5cQCsB0q+uYwZZDjHauS0aV4rlcEjmupvCZLf614uMwUZYhSb0Z2UMS4UnFbmRczfaZiR0zWlYyIIfKPy571lbNh605LkK2Aa7atFVKfJ0OWFRwlzLc2x/osLvIcgcg1yt9rZluCo4UVY1bUJBaFAxINc7aQyXl2qKCcmlgMDGhBtmmJxEq0rs6nRnkllDBePWt9gGc8ZqpZ24sLJVA+c9atplYmfvjNeNj6yr1/Zw6Hfhabo0nUl1GySpbL2zRbOJSXFcdfarP9qcFvlzW1oV+Z12969GWA9lQfLucX1hzqXkbN1EJ7d4z1I4rzrULOSC5ZNp616SwOciqdzY210xLrhvXFc2AxyoXhU2N8Rh3UtOBxOmnyWyRzW9bxy3Q4zwelWW0BBKGUjbV5l+xW37hNx7kV3YrMKcKfPHU56GFnUqcmxHdMba1SNTggc1RS7kZgvvUU91JJkuD+NVYZv8ASFHvXx1as6lRzfU+uw+GVOkodjqoJkikt1f7zsAPzqx4B/5J34a/7Bdt/wCilrGuZNup6enfzYx+orZ8A/8AJO/DX/YLtv8A0Ute1KiqdODXVHzrqOdSV+jOiooorMDxSybEupj/AKit9/6UyVb31n2rYuNUH/UVvv8A0pkqzvr6jDr9zD0X5HmVPjZqeEjn4jWn/YKu/wD0bb16nXlPg5s/Ee1/7BV1/wCjbevVq8LH/wC8S+X5I7qH8NBRRRXIahRRRQAUUUUAFFFFABRRRQAUUUUAFc543/5ANt/2FdO/9LIa6Ouc8b/8gG2/7Cunf+lkNAB4ziEuk26np9pU/wDjrVnWFskMAbO7FWvH8jxaHbshwftS/wDoL1yGmeIJLeVY5RlDwa9ajRqVcJam9dTllKMa15LQ6cOZ7WVf4uSKzrDTGMjPKMAHvWrEUZBNDjaw6USxyTrjdtFeVRxdXDU3Rt7x6FTD069RVU7RFchyEX7o6VFPFiM05beRR1zTJ43cBe3rXnT5ndyWp6FPlTSg9EY9y21SBXMXcMkkjA9DXZyWJkO1etVzoLSHniubkk9kenTxFOG7OW0+FLV8gDOc12N7btdaXC6clV5qkPD7RS7m5FblrG0YC5/dgc5rswFWdCspWOLNOTEUrJnIAPE3pQ1zIzgKTmtnUUt1kOwVV06OA3WZAPavtVUTjz2Pj3GzsWV0ye4tgxY5xnmo4LacSCKReBXSADauzoBVC8vra3k+YjfXm0cZUqzlDlOmpQjCKlcz7rTBwcZqWDQoyhZhgkcVNFrEDMAwGK0kdZVDo2RU4nE4ilBafMdGlTqS1Zw1/ZtbyMCpxVAZU4ru9X+zrbEyBd1cRJPELnP8IPSvUwtd1qfNY5qkOSVja0Gzkmm8xhhRXSXSeZAwjPKDpVTR7y3ltwiYU1pCNUYuT1rx8bXrLEKy0R20KdN0nzPU5WdmGQ3BqOzhknnAGSM1s3dtHPKeBVqxgjtk4H416EsQo07panJGneVinfaOJbQgcuB0pNK0pNNgM0gBk7VsoAMkNmq11fW0XyyHP0ry/rOKq03SitTtVKhTmpN3QkbtOcmrYX5CvqKyRrlorBUAH1rTgnSdAysDXGsFWornmjpqYunV92Oxx+uaS8UjSqCV+lTeFRiVtwwfSumvUiaFvMxgDvWPp3lJeny8Yr3oYh1sO01qeXKChPQ25JGVuhxTBIrHrU27PbIqGS2Jbcpr5itSnDXc9uhVpz0ehMxxCxHpXFSa3cWd83zHbnpXZKrLG270rzvWP+QhJtHGa93J0pwkpI8zHLlqKzOwtriDWbRiqhZQPzrLt7ZzqiR46NzWboV8bW5UFsAnmt+6122g3PFGvm/3q5cdk0pVk6K0Z2YPNfZU3Gpr2Eu5c+I7JQeBcR/+hCuk8A/8k78Nf9gu2/8ARS1xukyNfa3bzv2mU4/EV2XgH/knfhr/ALBdt/6KWt8wjyckeyOLDu92dFRRRXnHQeFQNi61Uf8AUVvv/SmSp99Uo2xe6r/2Fb3/ANKZKl319Xhl+5h6L8jzKnxs3PBJz8Rrb/sFXX/o23r1qvIfApz8Rrf/ALBV1/6Nt69cd1jRndgqKCWZjgAeprwMw/3mXy/JHdQ/hodRVDTtc0jV2kXTNUsr1o/vi2uEkKfXaTinWOsaXqkk0en6lZ3bwnbKtvOshjPowBOPxrjNS7RWTZeKPD+pXosrDXdMuro5/cQXcbvx1+UHPFa1ABRRRQAUUUUAFFFFABRRRQAVznjf/kA23/YV07/0shro65zxv/yAbb/sK6d/6WQ0AW/FEfm+HLtPXZ/6GteSX1s8LZ5FeteK5hb+GruU9FKf+hrXm97It5Evl8kmvdyttUn2v+iOHE/GbXhu9/0ALIfzqLU9ZkaUpE2FB7UtlpssFiTgj5c1z8xZZjuz1reFGlKrKotzNzlyqPQ6awvZmjDFia14Z1nXDEbq5O0vVSIJnmtWwlMsowawxWFhUTui6NaUGmjXVGjl3EcVYJOAR0pVXC4NBwBivBpUvZz01R6dWt7WKb0Yg+bg1Uv38mAKvGTVqqN+rSAcdK7aFKLrKTOWdSSpuJgXUvXms8zsp3KeavXMD7zkcVmOCrEV9BBKx57Ny31tkttrHkCsO4u3nnJY8E1q6bpbTpuI4NZOr28kFyFVCAPQVNNU1NqO5Tu1qPBIXIPNamnao9spBJPpWDHIxwtdHpekG4QO+QMZ5or8ig/abBBSb93cydW1KW7fBY4rHkRmrb1bTnt52+U7e1ZoG3g1rTceVcuwne+pZ0yZ4HXBI5rtYp2mhU+1cXZxGWZQo713VpbeXbop64rhx0oRSb3NKSbdkQCMg5qQkbatNGNhx1rAmvTHcmE9c1yUX7fboaTXJuW7m9+zwPg81ytzcyTSFi1dHLZS3cJwKwbiwa2yX7V34dQV0tzGd3uZ3zCUEmuh069aJlGfl71z5ffJx0rYsbZrmP5e1dFVJx94lXvoS6xqztuRW+Wqmi3bfalXPU1BrVtJDjjgdag0Rwt6pb1qYwiqVohd3uz0WPlRUtMjA8tT7UjNzwa+Wr1Emz1aNNyHOMoRXCa1ZsLtio967tTmqc9hHPJuZc12ZdiY027mOKpNs8+W3kQb8EVGJCzfNzXoFzpkTWxVUGcelcTf2b20xyMc+le5QxMK2xxTg47m74ejAuLZgOfNX+ddb4B/5J34a/7Bdt/6KWuI8P3n/EwtYv8Apqg/UV2/gH/knfhr/sF23/opa8jNE1UVzqw3ws6KiiivMOk+ft2NQ1Yf9RW9/wDSiSn76rO2NT1cf9RW9/8ASiSl319bhv4MPRfkebU+Nmv4TTU5/HtuulXdpazjTbks91bNOpXzIMjaroc5xznt0r2WESxaaP7Unt5HWM+fKsflxkdztZmwMepNeR/Ds5+I0X/YKuf/AEbBXsksUc0TxSoskbqVdGGQwPUEdxXz+Y/7zL5fkjtofw0eTeMVv4NXvSs1lPcy6FqCaeNMjMUkKbVY+aMsX4ACsCoDZ+XnjcgOkr4u8HnQjbiIadceYbfGPsuxNu7Hbftxnvn3rsNO0PSNHMh0zS7KyMn3/s1uke767QM0tlo2l6Y8z2Gm2do05zM0ECxmQ/7WBz+NcRqcVpkUvg/U/Dmk2OuLqljfSyQfZXji3xpseTzUZADtBUA7t33hzXodZ2n6Bo2kzPNp2k2FnLIMO9tbJGzfUqBmtGgAooooAKKKKACuZ8X3M2n2y339ualp0CqV2WOnrdbmwTlh5bkDj/ZHvXTVkarZa5cXAbS9ZtrKEx7WSax887sn5lO9cHkcEEcUAcXNq/iy7t9HvmfVI7KXSUnum0OG1nHnk5P+tDZG3smfxrYn1i71q/0HS9D1l4oLzT5NQl1FYY2lkjUxqoCsuwFjJk/LxjAA7Wbfwxq+laXaaXomvx2tnBAIj9osRNIWyS0gbeoBOehUgY6Uh8F/YbXRRoWomyu9Jt2tYpp4fPWWJtu4SLlcksitkEYI9OKALnhHVLzU9LuE1B0kvLG8mspZUXaJTG5AfHbK4JHrmsfxnr9nJDb6WsOoC4Gr6eN7afOIeLuI/wCtKbP/AB7np1ro/D+ipoOl/ZfPe5mklkuLi4cAGWV2LM2BwOTwOwAFUPG//IBtv+wrp3/pZDQA/wAbJ5nhC+X18v8A9GLXH6BZw+SDJhmHSu08YY/4RW9z0/d/+hrXlsF89vMCjkLmvby+Lnh5JPr+iOLEO00ejqAI8EDFc7rGjM8hlhAwe1aumXq31mCD8wq1Iyqm0kZrhpVK1DEuNjonGnOipX1OIh02Y3Coy4ya62xs47KJSwG81z2raqbCfeoBGa09J8QQahGFk+V69DHLEVKN6Zz4d04z982y20Z7VBJeRq2CwrK1nWRADFF19a5WTUZy+SxrLDYBzipTHVr+81HY9HRgyAg5FB2twRXH6VrcququeK66NlkQSL0PNcGMw1TDy5k9DpoVYVFyyIZrNJOgFZjaJvuNxA2itlX3syngUhKIfmkxVRxOIpvlirk+xozV27DURbaEKoGarXdlFfREkAMKuAxP/FmkZRHExFc0J4iNdT2ubyVB0eVdDmbbRkW8HmEYBreut0MASIYArm7i+kjuzzjmuhsbj7ZaENyQK9HNaVWdHmvsc2AqQhVV0J5Saja7JgN4HWsmXwuWbKOMVoKWglI5wTV6Nt2CDXlYTM61GPIj0sVgKc5c60uUNO0VLM5bBNWbvU7ezOHcACjV7v7FYNIOvavLNT1Ke6uGYscE17mGoyxa9rV2PIm/ZPkieoxa3ZTD5Zlz9aoixW71ATAgrnNeWLdSxuCGI/Gu38H6q80vlOT+NdMsGsPCUqRDqObXOduMR4UDis7U9M+3RERkZNXpSdxFMQkHrXzFLGVKVRyR7EsJCpTS2Ocg8Kyq2WcAVv2OnxWUW3OTnJNTNJjvUZlrevmtWorbEU8uinfch1HS0vYiBjNZFt4aaG4V88A10cLE1NkCtqGZVIwsYVsHFT0I2OyMKOuKq/PmrbjvUJznpXlVm5Suz0cPaMbII2I61N5lQEsBwtRqzk8rgVCm46Fump6lky4NVrm0trsYkTB9afnnmpNoK1tSxFWm7wZlUw9OStJFOz0axgvoZUzvV1I+ua1fAP8AyTvw1/2C7b/0UtVIl/0qH/rov86t+Af+Sd+Gv+wXbf8Aopa6FiKlfWo72OapQhSsodToqKKKZkfOM7Y1bWB/1Fb3/wBKJKTfUV22NZ1kf9RW9/8ASiSmb/evr8L/AAIei/I86p8TOt+Gxz8Ro/8AsFXP/o2Cvaq8R+GLZ+Iyf9gq4/8ARsFe3V87mP8AvMvl+SOyj8CCiiiuI1CiiigAooooAKKKKACiiigAooooAK5zxv8A8gG2/wCwrp3/AKWQ10dcv4/uIbXwzFcXEqQwxanp7ySSMFVFF3ESST0AAzQBc8Yru8K3o/3P/Q1ryCWJw3Fek674z8HXuh3kH/CU6OWMZZQl/FksvzAdfUCvM28RaCzDGs6f/wCBKf417mV1YxpNN9f8jixMXzJo6LQLmWEHOdoFaL6qrOctis3TPEHheK0YSeItJV29byP/ABrJvNc8PLKfL17TGHtdxn+tb+0o1Kj1MuWaQ7xFcLK42nIArKsbl4ZQyE5qLU9a0NkHl6xYOT1xcof61f0f+xo7lWvNf0ONAef+Jpbn+T11e3owhrJfeJQk+hdZpJhufOfeonTC5NbVzf8AhUj9z4k0Qn0/tGH/AOKrJur3R2AEevaIf+4pb/8AxdZQxlGX2kgdKa6DrcgMPrXdadL/AKEuegFcJaXmjiZTN4g0NVB5P9qQH+T10v8AwknhqO08qPxLohP/AGEYf/iq5cZWpTSipJmlOE072NKa7CE4rFvLyQyZDHFObVvDkkY/4q7w6pI6HUY8j8jVdrzw63Xxh4b/APBilTSrYeH2glCo+g+DVHiPJrdsdSS6GxutcrJJoLH5fGPhn8dSSpbO70S2lDHxl4Zx7aklVVnhqi+JXCMKkXsa2qadEZPNHFLYXsdmhFVb3WNBuVCr4w8NgAd9SSobWfwv5Z+0+ONARs8CO8jcY+pYfyqVXouny1JXD2c+a8Ub8V9a3rbDtVz0NTIpibac8VzaHwik4lX4gaKCDkf6RF/8crcTxH4QWJUfxpojMP4vtcQz/wCP14+Nw+HdpUHr2PTwuIqx9yrsV/E0bS6Vlecc15fLwxr1eXX/AAZPbtDJ4x0QqR/z+Rf/ABVcrdaT4IuJWdPH+ixgnp58R/8Aalerl2NpUqKhUdmjixFKUqjlHVHFEjPIro/CsbnUEKg4zWlaaJ8P03/bfHumzdNnk3kMePXOWbPb0re02f4daWQYPF2mk+r6jAf5V1VcyocrUXf5GXsJm7IMqPpUK8Gmt4n8Dt18W6T/AODCH/Gm/wDCSeBs/wDI26T/AODCH/Gvk6lKUpXR7NOtGMLMcw9agZwCMVK3iTwMwwfFuk/+DCH/ABpia/4CWQM3ivSXH91tRiwfyNZuhN7G8cVTS1LUGSoqUr8wyaiXxZ4DQYXxLogH/YRj/wDiqD4r8Bk5PiXRM/8AYRT/AOKrop0YpWmclSu3K8Cc8rxTVTHJqMeLfAgGB4l0T/wYx/8AxVH/AAl3gX/oZtE/8GMf/wAVVuEea/QzVSSjYcZFBxilDRt7VEPFfgIMG/4STRMg551GM/8As1S/8Jn4F/6GLw//AOBkP+NbSVFrYzUqie4jRZORTgMDml/4TXwOOniTQP8AwNh/xo/4TXwP/wBDJoH/AIGw/wCNc3skndG/tpNWZFMF8tvpVnwD/wAk78Nf9gu2/wDRS1A/jPwOUb/io9APH/P5D/jU/gHn4d+Gv+wXbf8AopaqEOW5NSfMkdFRRRVmZ8y3zY1zWh/1Fbz/ANKJKi3+9VtX1G0tvEmuRTXUMcg1S8yruARmdz0qp/a+n/8AP9bf9/R/jX1mGqQVGCbWy/I4ZxfMz0H4WNn4jL/2Crj/ANGwV7lXgnwgu4Lv4isYJo5Qmlz7ijBsZlhxnH0r3uvAzBp4mTXl+SOqkrQQUUUVxGgUUUUAFFFFABRRRQAUUUUAFFFFABWZ4j0ttc8MarpMcixve2ktursMhS6lQT9M1p1z2v6vqNvq2maNpC2ovb5ZZTNdKzxwxRhdx2qQWJLoAMjqT2oA3ljUKBtXgelLsT+6v5VjeGNZuNYsbkXsUUV9ZXclnciEkxl0x8y55wVKnB6ZxW3QA3Yn91fyo2J/dX8qdRQA3Yn91fypGjUqRtXkelPrgfDHjDUdS1KKLVtQ0+0Z2nxYtpdxDI6oWA2TPJsc4AY7VPGenWgDqvDuknRfDOlaVKySyWVpFbtIq4DFECkj8q0tif3V/KuH03xbrc0Wh6vfW9iuj63OsUEUQcT24kBMTOxO184AIAGNw64ruqAG7E/ur+VGxP7q/lTqKAG7E/ur+VGxP7q/lVXUxqRsiNKe0S6JGGulZkA78KQT+YrlLbxhqd54N8M3kEFp/bGutHGisGEMTFGkdiM7iAqNxnJOOaAOi0DSDo+nS20jJIz3lzcBlXGBLO8gH4BwPwrT2J/dX8q4qXxjqen2Oq2l5bWk2tWd3b2kPk7khuGuCoibBJKjLHcMn7pwea1NG1fVP+Egu9C1oWb3UdtHdwz2aMiSRszKQVZmIZWX1OQw6UAdDsT+6v5UbE/ur+VOooAbsT+6v5UbE/ur+VEm/wAtvL2+Zg7d3TPbNclpmv641v4qi1BLCS90dsQ/ZYnCPm3WUAgsSeWxxjOKANrS9IOn6jrVy7I66heLcIoX7gEEUeD+MZP41p7E/ur+Vcb4R8U3eq7zqup2HnJaC4kso9MntJoumT+9c71HIyBjOOai0zxZrkiaDqmo29imk67IscEUIfzrfejPEXYkq+QuDgLgsOtAHb7E/ur+VGxP7q/lTqKAG7E/ur+VGxP7q/lTLnzxazfZRGbjY3lCUkJuxxuxzjPXFc3ZazrNp4oj0bWX064E1lJeCWyjeMwhGVcOrM2Qd3DZH3TxQBqQaQYfFF/qxZDHc2dvbrHt5UxvMxP4+aPyrT2J/dX8q4fTfFutzRaHq99b2K6Prc6xQRRBxPbiQExM7E7XzgAgAY3DrikfxhrItZfECwWP/CPxagbMxFX+0NGJvIaYNnbw+Tt2/dHXNAHc7E/ur+VGxP7q/lTqKAG7E/ur+VGxP7q/lTq5L+1/EOma9pFnqx0q4j1OWSIR2cciyQFY2fdlmIdRtwThcbh9KANjVNIOoajotyjIi6feNcOpX74MEseB+MgP4Vp7E/ur+VcJaeLtTl8VT2F7f6fYW66i1rBDPpdxuuEGMbZzII97cgDB6dDU+qeJ9dEuv3Wk29g+n6Eds6ThzLdOsayyKjAgJhWABIbJ9BQB2mxP7q/lRsT+6v5VHa3Md5ZwXUJJimjWRCfQjI/nU1ADdif3V/KnAAAADAHaiigAooooAQopOSo/Kk2J/dX8qdRQAgVR0AH0FLRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAVz2v6RqM+raZrOkNam9sVliMN0zJHNFIF3DcoJUgohBwehHeuhooAxPDGjXGj2Nyb2WKW+vbuS8uTCCIw74+Vc84ChRk9cZrboooAKKKKACuQuNG8Q69f6X/bSaVb2dhc/aj9jlkledwrKB8yKEX5iTyxPSuvooA4XTfCWtwxaHpF7cWLaPok6ywSxM5nuBGCIldSNqYyCSCc7R0zXdUUUAFFFFAFTUX1BLJ20uC2mu8jal1M0SEZ5yyqxHHtXEaX4S8R2vhTQ7KY6VHqWgSxvZvHPJJHOAjRusmY1KZVz0DYOK9CooA4iXwdqeoWOq3d5c2kOtXl3b3cPk7nhga3KmJckAsMqdxwPvHA4rU0XSNU/4SC713WjZpdSW0dpDBZuzpHGrMxJZlUlmZvQYCjrXR0UAFFFFACNu2naAWxwCcDNcZoum+LrHWddvri10Nf7TdZlEd7K/lyJCkaggxLlSUBJyCM9DXaUUAcrBomsap4it9V15dPgjtLWa3it7KV5TJ5u3cXdlXjCDCgd85qhpnhTXI00HS9RuLFtJ0KRZIJYS/nXGxGSIOpAVMBsnBbJUdK7migAooooAhvDciynNkIWu/LbyRMSEL4+XcQCQM4zgZxXK+E9G17T5bhtctNMlnvAWvL+K+klllboFCGFQqAEgKG49ySa7CigDhdN8Ja3DFoekXtxYto+iTrLBLEzme4EYIiV1I2pjIJIJztHTNI/g/WTay+H1nsf+Efl1A3hlLP9oWMzee0IXG37+Ru3fdPTNd3RQAUUUUAFcV4f0nxTba9Lqet2mj3FzcEo91Ffyk28OcrHFGYQAOmfmyx5J6AdrRQByWtaR4j8Q/8AEtu10q30v7XHMbiKWR52jjkEiqEKBVY7VBbccc4FVtU8Ma6ZdftdJuLBNP107p3nLiW1Zo1ikZFAIfKqCASuD6iu2ooAhtbaOzs4LWEERQxrGgPoBgfyqaiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigD//2Q==",
-                        "text/plain": [
-                            ""
-                        ]
-                    },
-                    "metadata": {},
-                    "output_type": "display_data"
-                }
-            ],
-            "source": [
-                "# Get the file path or URL of the LST raster\n",
-                "LST = rio.open_rasterio(run.output[\"lst\"][0].raster_asset.path_or_url)\n",
-                "mask = process_buffer_geometry(geom, LST)\n",
-                "\n",
-                "# Plot the masked data within the buffer area\n",
-                "plt.imshow(mask, cmap='coolwarm')\n",
-                "plt.title(\"LAND SURFACE TEMPERATURE BAND\")\n",
-                "colorbar = plt.colorbar()\n",
-                "colorbar.set_label(\"Temperature (Kelvin Degree)\")\n",
-                "lw_plot()"
-            ]
-        },
-        {
-            "cell_type": "code",
-            "execution_count": 38,
-            "metadata": {},
-            "outputs": [
-                {
-                    "data": {
-                        "image/jpeg": 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",
-                        "text/plain": [
-                            ""
-                        ]
-                    },
-                    "metadata": {},
-                    "output_type": "display_data"
-                }
-            ],
-            "source": [
-                "# Get the file path or URL of the raster\n",
-                "landsat = rio.open_rasterio(run.output[\"landsat_bands\"][0].raster_asset.path_or_url)\n",
-                "bands_id = run.output[\"landsat_bands\"][0].bands\n",
-                "NIR = landsat[bands_id[\"nir\"]:bands_id[\"nir\"]+1]\n",
-                "NIR = (NIR*0.0000275) - 0.2\n",
-                "NIR_mask = process_buffer_geometry(geom, NIR)\n",
-                "\n",
-                "# Plot the Green Band within the buffer area\n",
-                "plt.imshow(NIR_mask, cmap='hot_r')\n",
-                "plt.title(\"NEAR INFRA-RED BAND\")\n",
-                "colorbar = plt.colorbar()\n",
-                "colorbar.set_label(\"Wavelength (Micrometer)\")\n",
-                "lw_plot()"
-            ]
-        },
-        {
-            "cell_type": "code",
-            "execution_count": 39,
-            "metadata": {},
-            "outputs": [
-                {
-                    "data": {
-                        "image/jpeg": 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",
-                        "text/plain": [
-                            ""
-                        ]
-                    },
-                    "metadata": {},
-                    "output_type": "display_data"
-                }
-            ],
-            "source": [
-                "# Get the file path or URL of the raster\n",
-                "landsat = rio.open_rasterio(run.output[\"landsat_bands\"][0].raster_asset.path_or_url)\n",
-                "bands_id = run.output[\"landsat_bands\"][0].bands\n",
-                "Green = landsat[bands_id[\"green\"]:bands_id[\"green\"]+1]\n",
-                "Green = (Green*0.0000275) - 0.2\n",
-                "Green_mask = process_buffer_geometry(geom, Green)\n",
-                "\n",
-                "# Plot the Green Band within the buffer area\n",
-                "plt.imshow(Green_mask, cmap='Greens', vmin=0, vmax=0.175)\n",
-                "plt.title(\"GREEN BAND\")\n",
-                "colorbar = plt.colorbar()\n",
-                "colorbar.set_label(\"Wavelength (Micrometer)\")\n",
-                "lw_plot()"
-            ]
-        },
-        {
-            "cell_type": "markdown",
-            "metadata": {},
-            "source": [
-                "6. Similarly, the above executed workflow retrieves land surface elevation data of the area, which can be viewed by executing the cell below."
-            ]
-        },
-        {
-            "cell_type": "code",
-            "execution_count": 40,
-            "metadata": {},
-            "outputs": [
-                {
-                    "data": {
-                        "image/jpeg": 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",
-                        "text/plain": [
-                            ""
-                        ]
-                    },
-                    "metadata": {},
-                    "output_type": "display_data"
-                }
-            ],
-            "source": [
-                "# Get the file path or URL of the DEM raster\n",
-                "DEM = rio.open_rasterio(run.output[\"dem\"][0].raster_asset.path_or_url)\n",
-                "mask = process_buffer_geometry(geom, DEM)\n",
-                "\n",
-                "# Plot the masked data within the buffer area\n",
-                "plt.imshow(mask, cmap=\"Greys\", vmin=1000, vmax=1200)\n",
-                "plt.title(\"LAND SURFACE ELEVATION LAYER\")\n",
-                "colorbar = plt.colorbar()\n",
-                "colorbar.set_label(\"Elevation (Meters)\")\n",
-                "lw_plot()"
-            ]
-        },
-        {
-            "cell_type": "markdown",
-            "metadata": {},
-            "source": [
-                "## Stage 2: Indices Generation\n",
-                "\n",
-                "### 1. NDVI Index:\n",
-                "\n",
-                "In this stage, the workflow generates Normalized Difference Vegetation Index (NDVI) layer by applying another operation that separately retrieves Landsat 8 imagery bands and utilizes NIR and Red bands. \n",
-                "\n",
-                "This index holds significant importance as a monitoring tool for vegetation and irrigation. It has been extensively studied as a diagnostic indicator for assessing the phenological development and health of crops. Due to its relevance in evaluating crop health, this index has been incorporated into the Irrigation Classification model to maximize its benefits. \n",
-                "\n",
-                "The NDVI layer can be viewed by executing the cell below.\n",
-                "\n"
-            ]
-        },
-        {
-            "cell_type": "code",
-            "execution_count": 41,
-            "metadata": {},
-            "outputs": [
-                {
-                    "data": {
-                        "image/jpeg": 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",
-                        "text/plain": [
-                            ""
-                        ]
-                    },
-                    "metadata": {},
-                    "output_type": "display_data"
-                }
-            ],
-            "source": [
-                "# Get the file path or URL of the NDVI raster\n",
-                "NDVI = rio.open_rasterio(run.output[\"ndvi\"][0].raster_asset.path_or_url)\n",
-                "mask = process_buffer_geometry(geom, NDVI)\n",
-                "\n",
-                "# Plot the masked data within the buffer area\n",
-                "plt.imshow(mask, cmap=\"YlGnBu\", vmin=0, vmax=1)\n",
-                "plt.title(\"NORMALIZED DIFFERENCE VEGETATION INDEX LAYER\")\n",
-                "colorbar = plt.colorbar()\n",
-                "colorbar.set_label(\"No Unit\")\n",
-                "lw_plot()"
-            ]
-        },
-        {
-            "cell_type": "markdown",
-            "metadata": {},
-            "source": [
-                "### 2. Green Index:\n",
-                "\n",
-                "The workflow utilizing the retrieved NIR and Green bands creates a Green Index (GI) which is a ratio between NIR and Green Bands.\n",
-                "\n",
-                "GI is described as the most sensitive index to crop phenological development. This is due to adequately high absorption of light in green spectrum which generates high GI to chlorophyll content. It also does not have the issue of index saturation. To exploit this quality of GI, it is included in the irrigation classification model.\n",
-                "\n"
-            ]
-        },
-        {
-            "cell_type": "code",
-            "execution_count": 42,
-            "metadata": {},
-            "outputs": [
-                {
-                    "data": {
-                        "image/jpeg": 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",
-                        "text/plain": [
-                            ""
-                        ]
-                    },
-                    "metadata": {},
-                    "output_type": "display_data"
-                }
-            ],
-            "source": [
-                "GI = NIR_mask/Green_mask\n",
-                "\n",
-                "# Plot the masked data within the buffer area\n",
-                "plt.imshow(GI, cmap=\"Greens\", vmin=1.0, vmax=13)\n",
-                "plt.title(\"GREEN INDEX LAYER\")\n",
-                "colorbar = plt.colorbar()\n",
-                "colorbar.set_label(\"No Unit\")\n",
-                "lw_plot()"
-            ]
-        },
-        {
-            "cell_type": "markdown",
-            "metadata": {},
-            "source": [
-                "### 3. Cloud Water Mask:\n",
-                "\n",
-                " The workflow creates a cloud water mask that utilizes the QA_PIXEL band of the satellite image and NDVI layer. This mask is employed to identify and remove pixels contaminated with cloudy area and water bodies from the satellite image during the application of irrigation classification model.\n",
-                "\n",
-                "The cloud water mask generated by workflow can be viewed by executing the cell below.\n",
-                "\n",
-                "*Note: Pixels with value 0 are the ones contaminated with cloud and water. Pixels with value 1 are the pixels with clear sky and without water bodies*  "
-            ]
-        },
-        {
-            "cell_type": "code",
-            "execution_count": 43,
-            "metadata": {},
-            "outputs": [
-                {
-                    "data": {
-                        "image/jpeg": 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-                        "text/plain": [
-                            ""
-                        ]
-                    },
-                    "metadata": {},
-                    "output_type": "display_data"
-                }
-            ],
-            "source": [
-                "# Get the file path or URL of the Cloud Water Mask raster\n",
-                "Cloud_Water_Mask = rio.open_rasterio(run.output[\"cloud_water_mask\"][0].raster_asset.path_or_url)\n",
-                "mask = process_buffer_geometry(geom, Cloud_Water_Mask)\n",
-                "\n",
-                "# Plot the masked Cloud Water Mask within the buffer area\n",
-                "plt.imshow(mask, cmap='binary', vmin=0, vmax=1)\n",
-                "plt.title(\"CLOUD WATER MASK\")\n",
-                "colorbar = plt.colorbar()\n",
-                "colorbar.set_label(\"No Unit\")\n",
-                "lw_plot()"
-            ]
-        },
-        {
-            "cell_type": "markdown",
-            "metadata": {},
-            "source": [
-                "### 4. Evaporative Fraction Index:\n",
-                "\n",
-                " Another index that is generated by workflow is the Evaporative Fraction (ETRF). The incorporation of the ETRF index into the classification model helps in considering soil moisture stress, as well as the exchange of energy and mass between the vegetation surface and the atmosphere across both irrigated and non-irrigated areas. The ETRF index offers a comprehensive evaluation of soil moisture availability in meeting the evaporative demand of the atmosphere over the vegetation surface. Notably, the thermal signatures exhibit distinct characteristics indicating stress caused by either insufficient soil moisture in non-irrigated surfaces or adequate soil moisture in irrigated surfaces.\n",
-                "\n",
-                " The ETRF index generated by workflow can be viewed by executing the cell below."
-            ]
-        },
-        {
-            "cell_type": "code",
-            "execution_count": 44,
-            "metadata": {},
-            "outputs": [
-                {
-                    "data": {
-                        "image/jpeg": 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",
-                        "text/plain": [
-                            ""
-                        ]
-                    },
-                    "metadata": {},
-                    "output_type": "display_data"
-                }
-            ],
-            "source": [
-                "# Get the file path or URL of the ETRF raster\n",
-                "ETRF = rio.open_rasterio(run.output[\"evaporative_fraction\"][0].raster_asset.path_or_url)\n",
-                "mask = process_buffer_geometry(geom, ETRF)\n",
-                "\n",
-                "# Plot the masked ETRF within the buffer area\n",
-                "plt.imshow(mask, cmap=\"YlOrRd\")\n",
-                "plt.title(\"EVAPORATIVE FRACTION LAYER\")\n",
-                "colorbar = plt.colorbar()\n",
-                "colorbar.set_label(\"No Unit\")\n",
-                "lw_plot()"
-            ]
-        },
-        {
-            "cell_type": "markdown",
-            "metadata": {},
-            "source": [
-                "## Stage 3: Irrigation Layers Calculation\n",
-                "\n",
-                "### 1. NGI Layer:\n",
-                "\n",
-                "NGI layer is derived by multiplying NDVI and GI indices, and is purely related to crop phenology. It provides a distinction between cropland that is irrigated and cropland that is not irrigated.\n",
-                "\n",
-                "The NGI layer produced in this workflow can be viewed by executing the cell below."
-            ]
-        },
-        {
-            "cell_type": "code",
-            "execution_count": 45,
-            "metadata": {},
-            "outputs": [
-                {
-                    "data": {
-                        "image/jpeg": 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",
-                        "text/plain": [
-                            ""
-                        ]
-                    },
-                    "metadata": {},
-                    "output_type": "display_data"
-                }
-            ],
-            "source": [
-                "# Get the file path or URL of the ETRF raster\n",
-                "NGI = rio.open_rasterio(run.output[\"ngi\"][0].raster_asset.path_or_url)\n",
-                "mask = process_buffer_geometry(geom, NGI)\n",
-                "\n",
-                "# Plot the masked ETRF within the buffer area\n",
-                "plt.imshow(mask, cmap='YlGnBu', vmin=0, vmax=10)\n",
-                "plt.title(\"NGI LAYER\")\n",
-                "colorbar = plt.colorbar()\n",
-                "colorbar.set_label(\"No Unit\")\n",
-                "lw_plot()"
-            ]
-        },
-        {
-            "cell_type": "markdown",
-            "metadata": {},
-            "source": [
-                "### 2. EGI Layer:\n",
-                "\n",
-                "EGI layer is derived by dividing ETRF index with GI index, and is related to both crop phenology and soil water stress. Therefore, in addition to classifying irrigation based on long term cumulative vegetation development difference as NGI layer, EGI layer can also classify irrigation based on short term soil water stress difference between irrigated and non-irrigated crops. The short term ability based on soil water stress enhances the implementation of irrigation classification model in humid climate and wet growing seasons as well.\n",
-                "\n",
-                "The EGI layer derived by the workflow can be viewed by executing the cell below."
-            ]
-        },
-        {
-            "cell_type": "code",
-            "execution_count": 46,
-            "metadata": {},
-            "outputs": [
-                {
-                    "data": {
-                        "image/jpeg": 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EFFFFABRRRQAUUUUAFFFFABRSE4FLQOwUUUUCJ7E41C2/66p/MV0fgH/knfhr/sF23/opa5mzYf2larnnzk/mK6bwD/yTvw1/2C7b/wBFLXlZj8UT9D4Pjy4eo31a/I6KiiivOPrzxiwHz6n/ANhW+/8ASmSrmKqaf9/Uv+wrff8ApTLV3FfUYf8Agx9F+R+f42X+01P8T/Ms+Ff+Sj2f/YKu/wD0bb16hXl/hb/ko9n/ANgq7/8ARtvXqFeFjv8AeJfL8kfXZQ74KHz/ADYUUUVyHpBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABXOeN/+QDbf9hXTv8A0shro65zxv8A8gG2/wCwrp3/AKWQ0ATeK/8AkFxf9dh/6C1ceGDEgHp1rsfFX/ILi/67D/0Fq4+vawP8E/MuKbf2g79kI3Q1DHGc7mHep6K7U7Hz8K0oRcV1CiiikZBRRRQAUUUUARuqmMpweOA1EQKrtIwAOKgvY3cKVGQD68irEWfLG45I6mrfwnoVI8uFjLmvzN6dmOGaWiioOAKKKKBBRRRQAUUDPeigfkFFRvLtPAzQsoY46U7M19hU5ea2hJRzn2oopGQUhIBAJ5PSlooBeYUUU1iQuaAiruw6ikDA0tANNbhRRRQIKKO1FAD7MA6raHAyJU/mK6fwD/yTvw1/2C7b/wBFLXN2CAajak8kSpyfqK6TwD/yTvw1/wBgu2/9FLXl5j8UT9F4SmpUJpdGvyOiooorzT608a0772pf9hW+/wDSmWruKp6b97Uv+wrff+lUtXsV9Nh/4UfRfkfm+Pl/tVX/ABP8yfwv/wAlHsv+wVd/+jbevT68x8Mf8lHsv+wVd/8Ao23r0q4uIbS2lubiRY4YUMkjt0VQMkn8K8THf7xL5fkfaZK74Gn8/wA2SUVzuj+MLTV76C1NjqFk91Cbi0a8iVFuYxjJTDEggMp2tg4OcVc1bW5NMnWKLRdU1AlN7NZxoVQe5d1yeOgyfauQ9Q1qKwm8UQy6XYahpmnahqkN8nmRC0jXKrx94uyhTz0JzwfSq83jWwTQbfVYbO+uPOuxYi1jRVmWcuUKMHZQCGBB5oA6WiqWmX0+oWzTT6Zd6e4cr5N0YyxGB837t3GOfXPHSrtABRRRQAUUUUAFFFFABRRRQAVznjf/AJANt/2FdO/9LIa6Ouc8b/8AIBtv+wrp3/pZDQBoeIP+QHc/8B/9CFcNXc+IP+QHc/8AAf8A0IVw1exl/wDCfr/kfnHGH+/Q/wAC/OQhOMe9LSEHeD2Apa7z5Z2sgooopEhRRRQAUhbhsdRS0whsMPypouCTepCASwz6dKen7uTBPDU9drR4HI6UpUZDEciqb6HXOum3CS02/wAvxHUUUVBwhSNnacdcUtIwyhHqKZUfiQtFFFIkKjdsggdjipKZs+Yn1po1pOKd5EBz3phYA4zVqRR5Z4rPlOH21rD3j28BbEtrYuwSbht7ipqq2atyxGB0q1Wc1Znl46nGnXlGIUgzk5H0paTJyOOKk5EKORSP9xvpS0UDTs7jI+lPpsf3BTqbKqu82FFFFIzCiiigCxY/8hC2/wCuq/zFdF4B/wCSd+Gv+wXbf+ilrnbH/kIW3/XVf5iui8A/8k78Nf8AYLtv/RS15WY/FE/QODf4FX1X5HRUUUV5x9keO6b11L/sK33/AKVS1dxVPTOupf8AYVv/AP0qlq9X0tD+FH0R+X5hL/a6v+KX5kGmaVb6v49sLe5kukRdNunBtbqW3bPmW4+9GykjnpnH5V32uaG134I1PQ7KSTfPYzW0TTzNI2WQgbnYljyepNcf4a/5KPZf9gq7/wDRttXpleJjf48vl+R9zkTvl9P5/mzz+C8u9X1jQLwaLqlsmi20812s1qyEyGLYIo8/6wkljlcj5RzzVzxT4lvlhsLGwsdXthqEIlnvotNmmazjI5XaitiY9ADwvU54B7SiuU9c4nUtYPh3wppVl4c0nUdk6+RBIdNnk+xoowZJYwu/PoCBuPUgZNEVr4eh8GW1vc6RqmpWH2ktKtzpkzzSTEs7SyRFAxyxJztxkjHFdtRQByPga0mtW1hobK6sdGluVbTrW5UoyLsUOQjcopfJCnHc4Ga66iigAooooAKKKKACuZ8X3M2n2y339ualp0CqV2WOnrdbmwTlh5bkDj/ZHvXTVkarZa5cXAbS9ZtrKEx7WSax887sn5lO9cHkcEEcUAcXNq/iy7t9HvmfVI7KXSUnum0OG1nHnk5P+tDZG3smfxrYn1i71q/0HS9D1l4oLzT5NQl1FYY2lkjUxqoCsuwFjJk/LxjAA7Wbfwxq+laXaaXomvx2tnBAIj9osRNIWyS0gbeoBOehUgY6Uh8F/YbXRRoWomyu9Jt2tYpp4fPWWJtu4SLlcksitkEYI9OKALnhHVLzU9LuE1B0kvLG8mspZUXaJTG5AfHbK4JHrmsfxnr9nJDb6WsOoC4Gr6eN7afOIeLuI/60ps/8e56da6Pw/oqaDpf2Xz3uZpJZLi4uHABlldizNgcDk8DsABVDxv8A8gG2/wCwrp3/AKWQ0AaHiD/kB3P/AAH/ANCFcNXc+IP+QHc/8B/9CFcMM45617GX/wAJ+v8AkfnHF/8Av0f8C/OQUUUV3HygUUYz1ooAKKKKACikIBHNAJOcigq2lwAAzjuc0tFFAm29WFFFNK/OG3HgYx2oBJPdjqKKKBBRRRQAUUUUAId3PQ1V+ys7hm4xVuiqUmtjpoYupQv7PRsQAKMDpS0UVJzt3d2FFFFAgooooAQDAxS0UUDbuFFFFAgooooAsWP/ACELb/rqv8xXReAf+Sd+Gv8AsF23/opa52x/5CFt/wBdV/mK6LwD/wAk78Nf9gu2/wDRS15WY/FE/QODf4FX1X5HRUUUV5x9keP6X/zEv+wrf/8ApVLV/FUdLHGpf9hW/wD/AEqlq/ivo6H8KPoj8nzKX+2Vv8UvzZJ4b/5KPY/9gq7/APRttXpleaeHP+Sj2P8A2Crv/wBG21el142N/jy+X5H3/D7vl1P5/wDpTCiiiuU9kKKKKACiiigAooooAKKKKACiiigAooooAK5zxv8A8gG2/wCwrp3/AKWQ10dcv4/uIbXwzFcXEqQwxanp7ySSMFVFF3ESST0AAzQBq+IP+QHc/wDAf/QhXDVv6r428HXOl3MX/CU6MSUJULfxZJHIHX1FcR/wlfh3/oPaZ/4Fp/jXrYCcVTab6n59xbhqs8XCcItrltovN/5mweaKx/8AhK/Dv/Qe0z/wLT/GkPi3w9vA/tzTMEdftaf413c8e58usJiH9h/czZorH/4Svw7/ANB7TP8AwLT/ABqz/buhf9DDon/gzg/+LpOrTW8l95UMBi5/BSk/SL/yL9FUP7d0L/oYdE/8GcH/AMXR/buhf9DDon/gzg/+Lqfb0v5l95f9l47/AJ8z/wDAX/kX6Kof27oX/Qw6J/4M4P8A4ukXXdEy2fEGiDnj/iZwf/F0/bUv5l95SyrHWb9jL/wF/wCRoUVCuq+HWUE+LvDqkjJU6jHke3Bpf7T8Of8AQ4eHP/BilR9Zo/zGqyTMX/y5ZLRUX9p+HP8AocPDn/gxSj+0/Dn/AEOHhz/wYpR9Zo/zD/sPMf8AnyyWiov7T8Of9Dh4c/8ABilTRaj4UKnzvGugo2eAl5Gwx9SwpPFUV9oqGQZlN2VJ/gvzYlFSf2h4O/6HjRP/AAKi/wDi6P7Q8Hf9Dxon/gVF/wDF0vrlD+b8Ga/6t5p/z6/8mj/mR0VJ/aHg7/oeNE/8Cov/AIuj+0PB3/Q8aJ/4FRf/ABdH1yh/N+DD/VvNP+fX/k0f8yOirMOpeB13ed400h/TZewrj82NS/2n4A/6HDTf/BjDUvHUe5rHhbMmruKXzX6FGir39p+AP+hw03/wYw0f2n4A/wChw03/AMGMNL69RK/1VzHsvvKNFXv7T8Af9Dhpv/gxhp0erfD9JAzeLNLkA/hbUosH8iDR9eojXCmYN2svvM+itf8At34df9DDon/gzX/4uj+3fh1/0MOif+DNf/i6n+0KXZ/18zb/AFPx388Pvf8A8iZFBOBmtf8At34df9DDon/gzX/4ukbXPhywwfEGiY/7Ca//ABdH9oUuz/r5jXB+NvrOP3v/AORMJ7kKcAUC4z2rcXWPhurq417QyVORu1JCPxBfmrX/AAlHw9/6Dfhr/wACYP8AGm8xpdIs9GPCa5bSav8AP/gHPqwYZFLXQDxX8Px013w2PpdQf40v/CWeAP8AoPeHP/AqH/Go/tGH8pyy4OrX0qq3oznW+4fpXV+Af+Sd+Gv+wXbf+ilqo/izwDsbGu+HOn/P1D/jVvwDz8O/DX/YLtv/AEUtcmKxCrWsrWPfyLJp5b7Tnkpc1tvK/wDmdFRRRXIfQHkOldNR/wCwrf8A/pVLWhiuftNf0awn1S2vNVsbedNVvt0UtwqMM3MhGQTnoQatf8JX4d/6D2mf+Baf419BRnFU469Efk2ZUKzxtZqDtzS6Puza8O/8lHsf+wVd/wDo22r0qvHtC8WeHYfHtndS69piW66bdRtK12gUMZICATnGSFbA9j6V6de69Y2vhq616KaO6sYLZ7kSQOGWRVUn5SOD0ryMW060mv60P0Dh+Mo5bTUlZ6/+lM06K5HTNe16HV9JtNeh0/y9Xhd4PsiuGgkVQ5jcsTv+XPzDbyp45rW1k6+r79LudKt7aOMtI99FI5JGePlZQq478/SuY9k2KK4uPxdqeq6b4aXTLW2ttR1uB7gm6DPHBGigs2AVL5LIByOGzTP+Ex1NtMW1Fraf26dXOkEZbyBIFMhlxndt8sbtuc5OM96AO3orA8Paxf3d/qmk6qtt9v05490tqrLHLHIu5GCsSVPDAjJ+715rfoAKKKKACiiigAooooAKKKKACszxHpba54Y1XSY5Fje9tJbdXYZCl1Kgn6ZrTrntf1fUbfVtM0bSFtRe3yyyma6VnjhijC7jtUgsSXQAZHUntQBvLGoUDavA9KXYn91fyrG8MazcaxY3IvYoor6yu5LO5EJJjLpj5lzzgqVOD0zitugBuxP7q/lRsT+6v5U6igBuxP7q/lSNGpUjavI9KfXA+GPGGo6lqUUWrahp9oztPixbS7iGR1QsBsmeTY5wAx2qeM9OtAHVeHdJOi+GdK0qVklksrSK3aRVwGKIFJH5VpbE/ur+VcPpvi3W5otD1e+t7FdH1udYoIog4ntxICYmdidr5wAQAMbh1xXdUAN2J/dX8qNif3V/KnUUAN2J/dX8qNif3V/KqupjUjZEaU9ol0SMNdKzIB34Ugn8xXKW3jDU7zwb4ZvIILT+2NdaONFYMIYmKNI7EZ3EBUbjOScc0AdFoGkHR9OltpGSRnvLm4DKuMCWd5APwDgfhWnsT+6v5VxUvjHU9PsdVtLy2tJtas7u3tIfJ3JDcNcFRE2CSVGWO4ZP3Tg81qaNq+qf8JBd6FrQs3uo7aO7hns0ZEkjZmUgqzMQysvqchh0oA6HYn91fyo2J/dX8qdRQA3Yn91fyo2J/dX8qJN/lt5e3zMHbu6Z7ZrktM1/XGt/FUWoJYSXujtiH7LE4R826ygEFiTy2OMZxQBtaXpB0/UdauXZHXULxbhFC/cAgijwfxjJ/GtPYn91fyrjfCPim71XedV1Ow85LQXEllHpk9pNF0yf3rneo5GQMZxzUWmeLNckTQdU1G3sU0nXZFjgihD+db70Z4i7ElXyFwcBcFh1oA7fYn91fyo2J/dX8qdRQA3Yn91fyo2J/dX8qZc+eLWb7KIzcbG8oSkhN2ON2OcZ64rm7LWdZtPFEejay+nXAmspLwS2UbxmEIyrh1ZmyDu4bI+6eKANSDSDD4ov9WLIY7mzt7dY9vKmN5mJ/HzR+VaexP7q/lXD6b4t1uaLQ9XvrexXR9bnWKCKIOJ7cSAmJnYna+cAEADG4dcUj+MNZFrL4gWCx/4R+LUDZmIq/wBoaMTeQ0wbO3h8nbt+6OuaAO52J/dX8qNif3V/KnUUAN2J/dX8qNif3V/KnVyX9r+IdM17SLPVjpVxHqcskQjs45FkgKxs+7LMQ6jbgnC43D6UAbGqaQdQ1HRblGRF0+8a4dSv3wYJY8D8ZAfwrT2J/dX8q4S08XanL4qnsL2/0+wt11FrWCGfS7jdcIMY2zmQR725AGD06Gp9U8T66JdfutJt7B9P0I7Z0nDmW6dY1lkVGBATCsACQ2T6CgDtNif3V/KjYn91fyqO1uY7yzguoSTFNGsiE+hGR/OpqAG7E/ur+VOAAAAGAO1FFABRRRQAhRSclR+VJsT+6v5U6igBuxP7q/lVTV9Mh1jRL7S5iVhvLeS3cr1AdSpI/OrtFAHGWmg+JZr7TrvVJdLMmkW0qWfkNIRcTMmwSSZUbBjPyru+8eeKXxLpPijWk062EWkzaeIg+o2r3csAuJf7mRE5MWeccFuAeMg9lRQBy+paRrNzLour2kWnQ6tpwlRrVpnNu8cgAZRIEDD7iEHZ2xjvVD/hDtTXTFuhdWn9ujVzq54byDIVMZizjdt8s7d2M5Gcdq7eigDA8PaRf2l/qmraq1t9v1F490VqzNHFHGu1VDMAWPLEnA+904rfoooAKKKKACiiigAooooAKKKKACue1/SNRn1bTNZ0hrU3tissRhumZI5opAu4blBKkFEIOD0I710NFAGJ4Y0a40exuTeyxS317dyXlyYQRGHfHyrnnAUKMnrjNbdFFABRRRQAVyFxo3iHXr/S/wC2k0q3s7C5+1H7HLJK87hWUD5kUIvzEnlieldfRQBwum+Etbhi0PSL24sW0fRJ1lgliZzPcCMERK6kbUxkEkE52jpmu6oooAKKKKAKmovqCWTtpcFtNd5G1LqZokIzzllViOPauI0vwl4jtfCmh2Ux0qPUtAljezeOeSSOcBGjdZMxqUyrnoGwcV6FRQBxEvg7U9QsdVu7y5tIdavLu3u4fJ3PDA1uVMS5IBYZU7jgfeOBxWpoukap/wAJBd67rRs0upLaO0hgs3Z0jjVmYksyqSzM3oMBR1ro6KACiiigBG3bTtALY4BOBmuM0XTfF1jrOu31xa6Gv9pusyiO9lfy5EhSNQQYlypKAk5BGehrtKKAOVg0TWNU8RW+q68unwR2lrNbxW9lK8pk83buLuyrxhBhQO+c1Q0zwprkaaDpeo3Fi2k6FIskEsJfzrjYjJEHUgKmA2TgtkqOldzRQAUUUUAQ3huRZTmyELXflt5ImJCF8fLuIBIGcZwM4rlfCeja9p8tw2uWmmSz3gLXl/FfSSyyt0ChDCoVACQFDce5JNdhRQBwum+Etbhi0PSL24sW0fRJ1lgliZzPcCMERK6kbUxkEkE52jpmkfwfrJtZfD6z2P8Awj8uoG8MpZ/tCxmbz2hC42/fyN277p6Zru6KACiiigArivD+k+KbbXpdT1u00e4ubglHuor+Um3hzlY4ozCAB0z82WPJPQDtaKAOS1rSPEfiH/iW3a6Vb6X9rjmNxFLI87RxyCRVCFAqsdqgtuOOcCq2qeGNdMuv2uk3Fgmn66d07zlxLas0axSMigEPlVBAJXB9RXbUUAQ2ttHZ2cFrCCIoY1jQH0AwP5VNRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAH/2Q==",
-                        "text/plain": [
-                            ""
-                        ]
-                    },
-                    "metadata": {},
-                    "output_type": "display_data"
-                }
-            ],
-            "source": [
-                "# Get the file path or URL of the ETRF raster\n",
-                "EGI = rio.open_rasterio(run.output[\"egi\"][0].raster_asset.path_or_url)\n",
-                "mask = process_buffer_geometry(geom, EGI)\n",
-                "\n",
-                "# Plot the masked ETRF within the buffer area\n",
-                "plt.imshow(mask, cmap='cool', vmin=0.2, vmax=0.4)\n",
-                "plt.title(\"EGI LAYER\")\n",
-                "colorbar = plt.colorbar()\n",
-                "colorbar.set_label(\"No Unit\")\n",
-                "lw_plot()"
-            ]
-        },
-        {
-            "cell_type": "markdown",
-            "metadata": {},
-            "source": [
-                "## Stage 4: Irrigation Probability Map Development\n",
-                "\n",
-                "In the last stage, the workflow deploys an operation where a logistic regression model is applied to the developed NGI and EGI layers along with LST band. First,  the data from these three layers are scaled and then an optimized logistic regression model is applied to these layers. The hyper-parameters of model were calibrated to the agricultural fields of Nebraska for the year 2015.\n",
-                "\n",
-                "The output of the model is a map with probability values associated with every pixels of being in irrigated condition. The irrigation probability map developed by the workflow can be viewed by executing the cell below."
-            ]
-        },
-        {
-            "cell_type": "code",
-            "execution_count": 47,
-            "metadata": {},
-            "outputs": [
-                {
-                    "data": {
-                        "image/jpeg": 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",
-                        "text/plain": [
-                            ""
-                        ]
-                    },
-                    "metadata": {},
-                    "output_type": "display_data"
-                }
-            ],
-            "source": [
-                "# Get the file path or URL of the irrigation_probability\n",
-                "Irr_Prob = rio.open_rasterio(run.output[\"irrigation_probability\"][0].raster_asset.path_or_url)\n",
-                "mask = process_buffer_geometry(geom, Irr_Prob)\n",
-                "\n",
-                "# Plot the masked Cloud Water Mask within the buffer area\n",
-                "plt.imshow(mask, cmap='viridis_r', vmin=0, vmax=1)\n",
-                "plt.title(\"IRRIGATION PROBABILITY MAP\")\n",
-                "colorbar = plt.colorbar()\n",
-                "colorbar.set_label(\"No Unit\")\n",
-                "lw_plot()"
-            ]
-        }
-    ],
-    "metadata": {
-        "description": "Generate irrigation probability map by running workflow that uses Landsat8 image and DEM data",
-        "disk_space": "",
-        "kernelspec": {
-            "display_name": "base",
-            "language": "python",
-            "name": "python3"
-        },
-        "language_info": {
-            "codemirror_mode": {
-                "name": "ipython",
-                "version": 3
-            },
-            "file_extension": ".py",
-            "mimetype": "text/x-python",
-            "name": "python",
-            "nbconvert_exporter": "python",
-            "pygments_lexer": "ipython3",
-            "version": "3.8.17"
-        },
-        "name": "Irrigation classification",
-        "orig_nbformat": 4,
-        "running_time": "",
-        "tags": [
-            "Water Management",
-            "Landsat",
-            "Index Computation",
-            "Remote Sensing"
-        ],
-        "vscode": {
-            "interpreter": {
-                "hash": "27602d15466ff939f70569946093ddeff7e858ef5c7dc23f5854f5f702471e01"
-            }
-        }
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Irrigation Classification Notebook\n",
+    "\n",
+    "This remote sensing based model leverages surface energy balance fluxes and vegetation indices to classify and map the spatial distribution of irrigated and non-irrigated agricultural fields. In order to distinguish between irrigated and non-irrigated fields at a pixel resolution of 30m, the classification process makes use of: 1) United States Geological Survey (USGS) - Landsat 8 Level 2 Collection 2 Tier 1 imagery bands, and 2) European Space Agency (ESA) - 30m Copernicus Digital Elevation Model (DEM) data. This notebook could be run with ESA 30m DEM or USGS 10m DEM data. Two irrigation indices *EGI* and *NGI* are derived from evapotranspiration fluxes (Evaporative Fraction) and vegetation indices (*NDVI* and *Green Index*) to contrast and classify irrigated from non-irrigated fields. The methodology process can be divided into four stages:\n",
+    "1. Data Collection\n",
+    "2. Indices Generation\n",
+    "3. Irrigation layers Calculation\n",
+    "4. Irrigation Probability Map Development\n",
+    "\n",
+    "![Schematic Diagram](./Schematic_Diagram.jpg)\n",
+    "\n",
+    "These stages are described below in different steps with brief discussions."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Micromamba environment setup\n",
+    "Before running this notebook, let's build a micromamba environment. If you do not have micromamba installed, please follow the instructions from the [micromamba installation guide](https://mamba.readthedocs.io/en/latest/installation/micromamba-installation.html).\n",
+    "\n",
+    "```bash\n",
+    "$ micromamba env create -f ./env.yaml\n",
+    "$ micromamba activate irrigation_classification\n",
+    "```"
+   ]
+  },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Stage 1: Data Collection\n",
+    "\n",
+    "1. First, we loaded the necessary Python libraries/packages in the notebook by running the cell below."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 33,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import matplotlib.pyplot as plt\n",
+    "import rioxarray as rio\n",
+    "from notebook_lib.utils import (\n",
+    "    process_buffer_geometry,\n",
+    "    select_target_time_given_cloud_cover,\n",
+    ")\n",
+    "\n",
+    "from vibe_core.client import get_default_vibe_client\n",
+    "from vibe_notebook.plot import lw_plot"
+   ]
+  },
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "2. Then we assign the latitude and longitude coordinates representing the agricultural field's location, and the desired date for determining the irrigation status of the field. Furthermore, radius (in degree) of the buffer area surrounding the location, and the maximum cloud cover in the area (in percent) can be assigned which are optional. Ideally, selecting a point location at the field's center ensures that the buffer area encompasses the entire field. This coverage information proves crucial for selecting Landsat 8 surface reflectance satellite imagery with minimal cloud cover within the field of interest. \n",
+    "\n",
+    "*Note: In this example, we are mapping the agricultural fields in western Nebraska state, USA for the year 2015 in mid July.*"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 34,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Enter location information (latitude and longitude) and Date\n",
+    "latitude, longitude = 41.57, -102.94\n",
+    "\n",
+    "# Enter Date\n",
+    "year = 2015\n",
+    "month = 7\n",
+    "day = 10\n",
+    "\n",
+    "# Enter Buffer Area Radius (degrees) and Maximum Cloud Cover (percent)\n",
+    "buffer_radius = 0.05\n",
+    "max_cloud_cover = 15"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "3. The script below in the cell then searches and selects the satellite image close to the assigned date based on the location information and maximum cloud cover criteria. "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 35,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Entered longitude and latitude is: -102.94 , 41.57\n",
+      "Assigned Search Date is: 2015 - 7 - 10\n",
+      "Chosen Image Date with Equal or Less than 15% Cloud Condition in the Area is: 2015-07-14\n"
+     ]
+    }
+   ],
+   "source": [
+    "geom, target_time = select_target_time_given_cloud_cover(\n",
+    "    latitude, longitude, year, month, day, buffer_radius, max_cloud_cover\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "4. After assigning/selecting the location and date information, we run the workflow by executing the cell below that executes different operations related to irrigation classification model. It takes between 10 and 14 minutes in average to complete running the workflow."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 36,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
     },
-    "nbformat": 4,
-    "nbformat_minor": 2
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "4d24aaa6d49245228a0e2056f603ab6c",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Output()"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "client = get_default_vibe_client()\n",
+    "run = client.run(\n",
+    "    \"farm_ai/water/irrigation_classification\",\n",
+    "    \"Irrigation Classification\",\n",
+    "    geometry=geom,\n",
+    "    time_range=(target_time, target_time),\n",
+    ")\n",
+    "run.monitor(detailed_task_info=True)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "5. The above executed workflow retrieves surface reflectance bands of Landsat 8 satellite images, and related land surface elevation data. In particular, the workflow utilizes the Land Surface Temperature (LST), Near Infra-Red (NIR), and Green bands of satellite image. These bands for the selected tile image can be viewed by executing the cells below."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 37,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/jpeg": 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qom+JvhhfvS6kPrpN1/8AG60UZPVIhtLRmv4ssbjU/BuuWFnH5l1dafcQwpuA3O0bBRk8DJI61xF5o+va5oui6SnhZtKuLOa2d9TuLiAmHyipYxiN2Yk4I7dea2z8VvCIODeX2fT+y7n/AON1MfiX4ZEHnmTUxD/z0/sm62/n5dEoyirtWGtXZGdD4T17UvGWteIZ9Wu9Fd2FlZpAkEpa2QAhiXV8bnLNjg+tZMfg3xBYeFLzwzFA13bWus211YXDSRr5kBlSWQbQRtKHfxgZzwK3V+LvgtjhdRuifQabc/8AxurSfErw1IMo+psD3GkXZ/8AadRzLuW6U1umYfi7wfrEvjXStS0SBZbC51G0udUj8xV8toHGJgCRnKEqQOTtXrWgia9onjvxHqFv4butRtNRW18mWC5gQAxxlWyHkBHJ9O1a3/Cb6SP+XXXP/BHef/Gq29Ov7bVdNtdQs5DJa3USzROVK7kYZBweRwe9Mg53wzompr4g1bxLrccMF5fpHBDaQyeYLeGPOAWwNzEsSccDjFdXRRQAUVxd58V/BtjfXFnPqcwnt5XhlC2M7AOpKsMhCDggjiof+Fw+CP8AoKXH/gvuP/jdK6NFSqNXUX9x3VFc14f8feG/FGovYaTfSTXSRGYo9tLF8gIBILqAeWH510tMhpxdmFFFFAgooooAKKKKACiiigAooooAKzde0aHX9FuNNmkeIS7SsseN0bqwZGGe4ZQfwrSooAwNH8P3drrE+r6tqa6hfvAttG0dv5EccQJYgLubkk5Jz2GAMVX8fOY/DUUi4yup6eRn2u4a6euX+IHPhdP+wlYf+lcVNbgy2NZuf7sP5H/GnNrFwBwsX5H/ABrPMYHSq8khU4zXbGlCT0OZzktzSOu3IP3IfyP+NRvr104wPLQ56qv+OaxZZiGpnmZ711LDQ7GTqy7mx/bd4Dgz/wDjq/4VPHql4/8Ay2/8dH+FYPUjmtG3YKME1FWjCMbpFQnJvVml9vu8f67/AMdH+FUp9T1NJFaO5GAclWjXB9jxmnNIMcGq7HcaxowV7tL7i5y7Mvr4gcqskkUolUYMSFfLf3yRuH09hUH9vNdXgjvI/Jsuu6KR1dTjuVPI9sdx6VTIGcUm0Acit1Sp9iOefcsrpmoznfpviBrmM8lZZWDID0Bxnnr1A6UQWniN5FRzLGD1d7gED8iT+lVTbRSLgrVa48xJI3jnlDxrtRg5yo9Aewq4py0uvmv8iW0tf1N86drwHy3cJPvM4/8AZay9QtfEFlHJJNNJLAq7naKUsoHcEHB+vGMVz72e66+0b3E27f5m47t2c5z6571oWGo6tpTSNDP5yPklLgl1BJyWHOQck59c81oqMo6xafysLni9HdE1rdpMmPMFI97c6fL5trMFZgVJ2g8cetaF1NpetWDGGW1029V97mYKu8kHjdxkEnr146VeufD1jcWkc0VwLUuqAFZPMjJYjGCcE5zgcjPHFZurTi/3itfpYr2cn8LOPj1KS3yo3euaq3V3PdMT8xNb03hrT4dQEFzq8srgFngtbZnkAwOTt3beo6jmqEj+ELdQ8Gr38rKfmjWP5mHsSoA7HnsDXVCtTbvBN/JmbpyS1f4nPGTUoZwIRJnPTFdvo0l5JZq10Bk/nTrXTYLoC+0O4N7Ah8t0lG1t3B4yAOhH/wBeobzVTDGYxG0U4HKOMEfhWGJm8QvZwj633Xy3Lpr2b5pMtvDBcT5LZdexq0UDLt7Vww1S4W78zccZzVi98UXFtGHQg+xrm/smUJXpPc3eNc4qNTWx1a2oU9eKdMVSLBrltP8AGkNzhLlNp/vKa3GH22ISW8wdfTvXFj6WKpx9+N13OrBewlNa2ZmTyHzCKrnzPwqd0Mch3jvUN5ciGMbcZr55n08eiQRbi3AqzApLfNwScVDp0pkGSvWrjRkzIVI600iZuzsXp4zNYFV5Za5C8WT5gVIxXaLstI8u3UdKoLaQX8rnoK+tyytKnR/eLRHyGOjGVZ8jvc88jsJrqchBkmuzvbLyPCH2dx820nFa8FpZ2RxFEC47kUl2n2qMq/A9K5c1zOGIp+ypndl2EnSrRqz0seMxReVcBduTmupi1Y2U0UWflwM1pXOgRG5wkeT7VpQ+Fo32uyZ+tfO6yeiPrauJpWTmz09/9W30Nc/4B/5J34a/7Bdt/wCilroH/wBW30Nc/wCAf+Sd+Gv+wXbf+ilr2T4s6KiiigD5U1iLd4k1w4/5il5/6Peqnke1a+ox7tf1o/8AUVvP/R71B5X+cV585+8z7zBy/wBmp+i/I3Phjqem6F48+06pf2tjA+mzoJbmZY1LeZCQMsQM4B49q+gYbuK/04XWm3FvcRyoWgmRt8behyOoz6V4l8KYwPiKMjP/ABK7jqP+msFe43HnC1l+yiPz9h8oSZ2bscZxzjPXFdlF3gj5TNnfGT+X5I5DSvEuq3PiOXRft2i6pILaV3m09HVbOVSAqTDe/wB4k9wfkPFLo3iq8l8RzaZdX2kanDDbSTT3Olqyi0dGA8uUF3GTlscg/IeKemi+ILrxBDrd1Do9ncWdtNFDHbSySfaHcDHmuUUhAVBwAeec8U+20DVb/wASw6tq8OmWiwWs1t5VhI8jXAk258x2RPlG3hcHk5zWh5xT0zxZrkiaDqmo29imk67IscEUIfzrfejPEXYkq+QuDgLgsOtdzXDaZ4U1yNNB0vUbixbSdCkWSCWEv51xsRkiDqQFTAbJwWyVHSu5oAKKKKACiiigAooooAKKKKACuW+IRx4VU+mo2H/pXFXU1yvxEGfCYHrqNh/6VxU47oT2IxKCvWqs43Hg96YRsOM4qVF4znNevGKhqjibvoUXhZmpvlMtaQK55FOIjJ6Vp7ZroTyGfGpbjpUvzovGTV2MRg9BUv7o8cVnOvZ7FKHmZ4dyOc01XdmxzV5lTdxinrEnWl7aKWwcjI4oCW3GpjAAKcpCnFSAg964qtWad1sdEIRaszPnHloTVEsG6mtqaFZVwazJ7Ao2VziuzD1oSVm9TCpTaZnSzKpxWhZ7ZYee9U5LFpH6c1oRQmGMD0rqqyjy2T1Mop3K1zYoTnaDVGTT4z0UVujDLg1C1pk5BqIV2tGynDsYI+06fL59nI0Mo/iTjIznB9RwODxT9WOk6tafbxGtrquT58CxsVmbgbgc4XjJ9Sc9ep0preQDlQRVOS3RXztrdSjJqXVdvyZOqVh1loN5p7lH1m10t3I86IXm2QDtkA4PByOe/aungTRvE1t5E1xHeXcSYadIjC+OQCM/XpyMnp0FcpJZxuudozVaFJbf54ZHidScOjFSOPUVnUour73NaXkrf8H8So1FHS2hf13w2+kDeivLZ8fviB8hJOAefpzgDJrj9Vx5BweBXqnhvV1vtOuLXUZUdoEJdpcYeLHJbJ5xyCfQjPWuS8T+HEsCs9nmfTZxvR1BYRdMAt0wcjBzz+GTWGxMlP2VXdde4501bnhseaCTa+ckV3fgq+kMvls5IPrXJT6S4clQcZro/CNvJBegsCAOa7cQlKk0zNPVNHb3dosjkn1zWfdaN9oUbWxitrzI5OpwakQoR8pzXw1TBSTba0Po6WYcsUk9TmIhLYMEZcirsNwklym4AetaksccowyjNVjpMBk35Kt7VyqjO9o6na8VTavU0Y6+hMrK2flp9nCIjkDHrUipJEuA29felE2MhlC17H1+1L2clZni/Um588HdEEhG80xwxHSiRlZvlOeaswAE4IzXkJc0rHrSlyRuVUhAlzj8aj1a7a1SLaccVqYU9VrJ1m3Nwny9hXs5bh/Z1rz2PIx2JVWmkju3/wBW30Nc/wCAf+Sd+Gv+wXbf+ilreEiy24kQ5R03KcYyCKwfAP8AyTvw1/2C7b/0UtYknRUUUUAfNN4mda1k/wDUVvP/AEokqPy6uTpnVtYP/UVvf/SiSk8uvKqP336n22Ef+zw9F+R0HwvXb8Rl/wCwVcf+jYK9vrxX4bLt+I0f/YKuf/RsFe1V34f+Gj5jNP8Ae5/L8kFFFFbHAFFFFABRRRQAUUUUAFFFFABRXK+Mtf1PRZ9Kj0/yo47qSRbieSwmu/KVUyDsiYNycDPvVVfE2pXyaJYaPe6Ve32oRT3D3wgkFukUTBTiLfu3bnVcF+CGz6UAdpXL/EA48LoT21Kw/wDSuKr3hjWZ9Z06c3kMcV7aXUtpcrESULocblzztIwwzyM4rnfH3iHRJtNXR49YsH1L+07FTaLcIZQRdREjZnPA56UnsNb6l9khn9jTRaFeh4qnLKYZCM4qS2viZArNkGsqWYzj7sjsq5amuaBK9swbIoEbDqKvAgjNIQCOK9GOLvZM8yVCxly7lNR+Y4Oc1oyRq1VJLdiOBXbTqRa1OeUWio0zFs5NSxXRH8Waglt3HNQx5XINdPLGSM7tM1Bchj1qRZz61mqD2pC8it14rN0YsrnZsJc9qm3qw5rGin5AOaupLXLUwyWqNY1WWGUA5AqNvmOBUincKcIRz71lzqHxFcrlsQYwcU5TUm0qvSmkN1Aq+a4rWGygFDWcygseO9W5JTGMNUSbW54rop3ijOWrICmBntUMyBo+BWiYcr0quy7CcitYzIcTIstTn0LURdRIGHKujfxKSMjPboOf/wBVdL4f0yG6+0NbXf2jw/cxFRZSsS0Eu4HbjtjJOQc8g84DVjz2qz9RWK6XWmXf2mynkglH8SHGRnOD6jgcHitKlNVl7rtL+v6uEJ8m+xqapoQ0nVBBI7SQMu6KQjqM9D2yPb1B4zilthFC37sc1fTXNO8TacbPWZIrC/UnybgDCDvkEnjpggnnjBzjF6bwMsZV7LUZgVBylwAwY9uQBj8jWf1jkShX0f4PzKdK7vDYqRtvGRViJircVmETafP5F3GYpcBtpOcg9wRwatxXKs3BqKkLrTVCi7PU1BtJz3NI65Gc81V84djUkcx6GvPWHcNYnU63PpIjE5RiOalDLMCrAfWo7gqEJxzVFJyp5JroeHjWjqjONWVOV0yV7CRCWVjSwSyI+GB4qeG4G3O6pVmR3wVGa8mpls4u8GepDM1JWqIcJl43DmlZYn4NJLEpHpUDQPtJDVl7atTdilQo1FfY6qAAWEYHQRDH5VieAf8Aknfhr/sF23/opa2rYEabCD18lf5Vi+Af+Sd+Gv8AsF23/opa6E76s5GrOx0VFFFAj54dM6nq5/6it7/6USUuypwmb/Vj/wBRW9/9KJKf5deRVfvv1Ps8K/3EPRfka/w8Xb8Rof8AsFXP/o2CvZa8f8Art+I0H/YKuf8A0bb17BXoYb+Ej5rMv96l8vyQUUUVucIUUUUAFFFFABRRRQAUUUUAZurPrcZhOj2+nzj5vNW8neLHTaVKo2e+QR6c1ytp4O1nSZrTV7K4sJ9YWa7kuoZS8UEi3DK7KrAMy7WRMEg55zjPHeUUAYvhjRp9G06cXk0ct7eXUt3ctECEDuc7VzztAwozycZrP+IO1PC6vgZGpWBzj/p7irqq5P4kf8ic2P8An/sf/SqKlLZlQV5JGPqDGQ7k5Oajtc5BYU9RlBmnx7VNePu7n0a0jymjFcfLipBcBetZvmgHApwl5xWqqtHLLDxZpho5RnpmlwIzg81lm5C4+tX8me2DDgivRwmJdSXs5M83GYRUo88UJM0QBzWRPLF5uADWk9mzJknmsS+tXjbcCcivfwyhsmeNUv2NKD5l+7SSJ14qhp90WbY2eK1mVCmd46ZxVzThLUS1RnNlWBxU0cx5zxinuqkZqpIcGrVpE7GtDdoq5bj8ad/atsWIDDIrl7q6bO0EioIYZZJcg5zUSwNOfvSLjXnHRHYC/jbvUNzrEFom5yKxtrRx4LYNc14muHSFV3HJpwwVOUrdA9rI3L7xZZsSO9QWniKF3GHGK85d2Y8k0RyOrcE13rDwSskS03rc9usrxLiMFWFTyKrKdxrznw5qsysEJJxXcRSSXCA4NefWw3JK6ehSn0YFtrEZ4qKeySTnGas/Z3xkg1AzPHkEnFEZfysTXcwruzUMQFpNP1DUNEk3WE7IhOWibmNumcr6nAGRg471qyQ+YwORzVWe0KjPFdXNGS5Zakap3R00HinSdf8AI0/ULCZHlkAwfmRWz8uGBDc9M47+lRaj4fOmK0ttcCVAhbyn/wBYFGASMdQM5JwMDFci0HBwcZrsfC2utd27aPdIZblYnZJLiXcJ+SdpyCehHrwD6VxVaLw656Pw9Ubxmqmk9+5lpNIpGRxV+CQOART9ZgjtNUkhUKiOokRV7A8fzBqhHOsJC5p6VIcyW5HwuzL1yMx8VnOOK1YNtxFmq09qyZKis6VRRfI9xyi3qUreTL7TWlEgHINZbRyrIGArYtlAjGc5q67SV0KCu7E8Z+XBpWDdhkUqgdadnFeNWpqbuj0KVRwRvQ/8eEf/AFyH8qxPAP8AyTvw1/2C7b/0UtbkX/Hkn/XMfyrD8A/8k78Nf9gu2/8ARS1FraA3fU6KiiigDwaJc3mqn/qK33/pTJU2z2otlzc6of8AqK33/pTJVnZXjVf4kvU+vwr/AHEPRfkXvA64+I1v/wBgq6/9G29euV5P4MXHxGtf+wVdf+jbevWK9LDfwkfO5j/vMvl+SCiiitziCiiigAooooAKKKKACiiigAooooAK5nx7Es3huGJs7X1PT1OOuDdwiumrnPG//IBtv+wrp3/pZDQCdtTDaMgVBKGC55FaTIT0qs69mryJRPoYTuUlYg81Oh4zTxCCKa8O1etTZmjkmNyN4JNbMTBbcHsa5whg2M1s2ciNB5TNj3rowk4xqrm2OTH05Spe7uX4zuWql1aeaeBVlFKrgEfnQofPPSvbhU5JOUWfPuLas0ZsGlBHLEU67jW3iLE9KvvKA+M8Cq19bi9t2WNgWxxzVUcd7SrabsiqmEcKfMkcxNqLNIQhxipbO4Fw4SRuajbQruOTlc1JFp0qzDAwR2r3L02tGefZ31NK40yMw7gATVC0TZOwPaujt4ytuFl4qpcaftfzY8Vw08XHmdOT1NpUZcqmloY9yj7uelcn4kBcg9gK9BFus64OM1geINHEkICjJruo1o81mZOLWp5ttFCrzW8NAdzgcGrVt4TuZHG5flHU12OcVuw5jS8FaX50vnOvyDmvQNyIMKoAFUNHtYLCyEQYBsc1d2K/3GBr5fNK1WpU9y/Kj0sFGklee7HCbJwQKjnt45kJAwacIjmpcbEOfSvPw1Wqpqx04mnS5Tn5YGjYkA4WqzXCsCrD9adf3MkcjgMMGsd5mdvvYNfWU4Nq7PDbNHCZxmqtwxiYSRsQ68qynBB7EGrFlYSzrnOfxqDULSS3fGDirTjzctxa7nezzWOseF7fUr1X2qiu8luh3RHID4BydoOc9eBnnArl9WsP7OuIlE3nxyxh4pkHyuP5fkTwR61k6ZqmpaTJvs7hkXOWiblG6ZyPfAGRg+9dVHc2HivQxp9p5WmXkMpeK2yApIDHjAGQQTnAyDzg9+BU54WV94X+46G41V5lG0vPJRQTWxFcLNHkc1xrPNazyW1zE0dxG2HRux/w9+9X7XUHj4HAq6+FU1zLczhUcdGb0iqe3NNSUg4PaqaairfepZLqMqSKxVKW0kXzrdGmkquDTWbB5NYyaiYmx2NTm7MiEg5qfqri/Iftbo7W2dZNPjZTkeXj8hisbwD/AMk78Nf9gu2/9FLV/RX8zQoXPcP/AOhGqHgH/knfhr/sF23/AKKWvLqR5Ztdjri7xTOioooqCjxKzTM2pn/qK33/AKUyVb8uotPXL6mf+orff+lMlXNleNV/iS9T6vDP9zD0X5EOianb6P49sri5ju3RtNukAtrWW4bPmQH7sasQOOuMfnXrENwNR04T2zTQ+chMbSwNG6HsSjgEH2IrzjwqMfEez/7BV3/6Nt69LuElktZUgm8mZkISXbu2MRwcd8HnFelhv4SPAzD/AHiXy/JHDabquqSeLJtCttfursGzmaSXUNPSBreVWVUaIbI/NXJbOAw4Hzc86OkXeqWvjSXRZdXk1e2Sx8+4klgjRrWUuoRcxqo+dS52kZG3OcGnt4Z1m6vk1G+1+F761t5orFoLDy44XkABkZTIxcjA4yB7U7wt4b1bw9C1vPq1jdwvueR0sHjnlmbrI8jTPuPrx6YwBitzjMXwpqutRajp9v4ovtcgvLvzFjhubW1W1mcAnarRpvBCjIDEE4PWvQq5iLw3ql1qmn3eua3Fex6fKZ7eG3svIBlKMgdzvbdgM2ANoya6egAooooAKKKKACiisfxJ4hj8NaVJqM1hfXcMSPJKLSNWMaKpZmO5lAGAe9AGxRWLqfia201LALaXd5dX4JtrS2RTI4ChmPzMFAAIySR1HrVdvGmmf2HBqUcV3K1xcG0js0i/0gzgkNEVJADDa2ckAAE5xQB0Vc543/5ANt/2FdO/9LIav6JrtvrkNwYobi2ntpTDcW1yoWSF8BsEAkchgQQSCD1rP8bsP7CthkZ/tXTuM/8AT5DQBT6Gq9wmV4qVmwaqzSnOK8uTVj3KcXe42FiODVkRCQVXiKkYNTAmI5B4qY+Zc730JfssYTJArLnkETHacVq+aJFxWHqEUglJXpRUtbQrD3crSKc2rXUTgI5611NrLixSaQ5JArkVtZJHJK55FdUi7NNjVhXRgIe0rKMtjLNWoULx0ZLdESWbyJwQpNc/a3ku/wC8c5roCAti2BnIrEEK+aWwBmjHQUKzUSMtnzUPfN6CY+QzOeBWIt+z6ptx8ueta0a+bYnHGTVGOxUTbsc17uWcqo3luzwswv7ZpLY12AbDH7oGarXVygt3CHmpXcGHbntWJeBtjhe9GFwkedye9yK2Ik4qK2sZ66rJBOyk5GetRapeyNbh1Y81m3AfzgCOc1sQWSXduqSHAFe44xjaRw6vQytLklmukQjOTiu7mRLOwkcDkLzVHT9ItdOVbjJZuoqXUZHu9Jl8rn1+leTicZCriYUYP1O2nh5xoyqtHG3OpzmUlXIFTWGuXEEwJfI75rLmVlYgiq4R3Yba9x04tWaOI9QsdQW7hDjGe9TyklDWP4etpI7Zd2ea3JB+7Privn60adKraB2QcpQuzz7V5H+1tgnrWcGct1ra1S3zdNxVeKzXrXvQkuVHETabfSWzD5jirmp6gr7GHJPWs4KN2AOaZdQOEDEHFQ4RcuYd3axoQTRXC42jNOSJ7OdLm2kaKaNtyuvasWCcwtkVI+oyE8Gm6b26Bc6XxFazaha2XiKFFUSxiG5jWPBDgkb+/HGOefu+vGRE8pR3EbmOPHmOFJCZ4GT2zWp4curichBM6orB9ob5dwwQcdD0H5V2Q1J3haKeGKdWXaQeNw75HIOa86pivq37pq/bpodEaXtfeR5082IyUYGlm1e4urh57pt8j43NgDOBjtXazWHhl5neexMJOOm5VP0CHAqhejw5pgS6s9P+3SOCEhMh2Lg4JYNkjIPGQfujGOtaRxUZ2tB3+X5kOk1vJHLvcI6bt4HFOtr4KTlwRW1d3msWV55kGg6RpimUW63DKrNCzL1LA9MHOduMcHNOsr3WomkMuq6Nci7leOVJ2G3IG3eQoHykRgDsdw45rT2rcb2X3/5J/mL2avudT4ccSeG7dx0If/0Jqq+Af+Sd+Gv+wXbf+ilrU05Yl0tRCluiHeQtvL5kYyxJw2B39uOnasvwD/yTvw1/2C7b/wBFLXz9Z3qSfmzvgrRSOiooorMo8e0xcnUj/wBRW+/9KpavbKraSuV1E/8AUVv/AP0qlq/srx6vxy9T6bDv91H0QvhoY+I9l/2Crv8A9G29emV5t4eGPiPY/wDYKu//AEbbV6TXo4b+EjxMd/Hl8vyCiiitzkCqOq6vZ6NarcXsjKruI40jjaR5HIJCqigsxwCcAdjV6igDlx41VW3T+G/EUFv3nax3AD1Koxf/AMdrobO8t7+0iurSZZoJV3I6ngivLLbxzqo07WLqfWYGvG063ubSyEcY8i5eWZDbAY3M2URTkk5JPFetUAFFFFABXMfEC4MfgfWLWO0vbqe9sp7aGO0tZJ2LtGwXIQHaM9zxXT0UAcAb2RNT8PeIk0vVZLO3s59PuY/sEomiZvKZX8orvK5jK5APUVSg03U7SOw8SSaZdlV1651CSyWPdPHBNG8StsHJYZVioyeT3FemUUAct4UiuLjV/EGty2lxawahcRC3iuYzHIyRxKm9kPK5OcA4OAKpeNPDuiRQW+rR6PYJqR1fT2N2tuglJN3ECd+M8gkda7auc8b/APIBtv8AsK6d/wClkNAFBlqjcKd2a1HXYzRsMMpII96p3EXynFeXOJ7dKepRgVjJk1cfIXHWoo02jFTgjIU1mlobzd2MQEc5qtNNulCtjFXZFIXisadz5xGCcntRLQdJczua9vaxsVYEHmr0sG8qOAgqnYJ9mt/MlOAemak/tSBsqa9bAUaqj7SETxcwrQc/ZylohbmWNIfLU5rMIUng1pLDbXPzRvz6UwWQVjkVxYmnW571Fqd+Fq0YwtTZLYHMJQ0k6FQccGp4YhCuegrO1LUY1+VDz3r1ssjUa5baHkZhKDnzIRGkMm3OatfYtyMx6kVjw3bvMoTk10cbMIAzDnHSvRxTnStbqcNJKV7nJ3Omu1wcLzUr208FumzIOea2mBlm3AYqebZDbM7gcCtnimrJohU73IXVpdPj2jJxg1HYxzRb0dPkPGDWNN4glgYrFjHpSReJJy2WPHpXnVcnqzqurF2PQpZlGFH2Tjctan4cjml3wLgHqKbp/hsROGlAIHrWzYagl7DuXhvSnSzso4orZjXw69nPcijg4V3zQehIZI4F2qAAKEuUfAJrMmaQnPY1ZgUW8BmkPA6V40KtWrVtHdnrVKFGlSvIZe6XHMxcHBNV4tKjCkMcn2rMv9ckeQhThR0xVGPWpkcHca+tpUa6gk5HzcpQcrpHQroi+ZntVu60qGa22Y5AqPS9S+2xgE/NWouSMGuGvWrwmrvY3pwhJHB3WjyxykKpI+lQjRrpukZI+legNErdhS7QvQAVq81cY7CjhW3a5h+HrCSz3GRSCa2jhNzseBTidvzFuBXLa1rL7mijbiuRU54+tzyVkjbnWGhyxd7lu81DzLjaCNtTWqRMckAk1xRupN+7ca2NJ1FvNCyNxXszw/LC0Th5ru7OguILfdjaKh+yQbeFFJLlmBDZzVuG3LICRmubm5Iq7Ktd6I6XRo/K0OJB2D/+hGs/wD/yTvw1/wBgu2/9FLWppuBpSqDyoYH25NZfgH/knfhr/sF23/opa8Wq7zb8zvh8KOioooqCjyjRlzHqH/YVv/8A0qlrR21S0Rcw6h/2Fb//ANKpa09teTVXvv1PoKEv3UfREOhDHxHsP+wVef8Ao22r0avPNFGPiPp//YKvP/RttXodehh/4aPIxmtaX9dAooorY5gooooA8httbYprHieex0Q366ZBqFmy2KiWN3kmTyWkzuZz5YUnI+YkYr16vK9G+xRSW+par8O9Um16M5lvk0+EedIP+WuA4AY9enBJ5716pQAUUUUAFFFFABRRRQAVznjf/kA23/YV07/0shro65zxv/yAbb/sK6d/6WQ0AVb04vJ+f+WjfzqvuBHJqS+P+nXH/XVv51X7V5cnqz24R91ChcnIpWUg5oiYZNTYBpJXG3ZjVYMuCKiFgjzh8e5pzEq3tVlGPksV+9itaUFUmosyq1JUoOUSHUIDLEFUgYFcxch4HwTVqfV5UmdGB61m3Vw05zmvtMLRlSiovY+Wqz55cxo6demOUc9a6jO8K3qK4W0DNcoo7mu23+VBGD1xXnZxCKipHZl7k5uKHXQPkHHpXJyo8kjDnOa61ZFdcN0NQJp8SzmUge1ZYHG06dN36DxOGm57FTStOFtH50gyx6CtOMlic96Rjk8DihW2nOK83EYqVarzvY7qWHVOnyrdhGgRzxWfr0hW02r3NaRUk7lNVNStDcWrY6gZxXp0KkHUjNs86pGSi42OEcF5Md6HgePscVdis5FusOpHNdJLp8Utoq4GcV7dSvGDV+pxqLZk+G3ZLjGTg10dwoMhqhpOmNbSmRvu9quzOc57183nNSEqisexlcJK7ECjHIqrrblLJQvAIqcb8ZxTriAXlmUB+YVyZbUjDEJyOnMISlR0OCmB61VyS+K3brT5Y92UPFY628v2jaEOSeK+1jJNaHzh0HhpmW4wa7B2INYegacYIvNlXDdq2c5PNfNZtVjKraJ6mBpuzkxwfikWRXJGaQiqkqFeV615DqyjqejGjCd0S3oIgYj0rgLw/v2yc813tvIz5STlTxg1zGuaTLHcvLGo2E9BX0WU4uNROL0Z5GOw0qMvI558dqntphHgkdKVbaToYzn6VYXTZ2h3KnB7Yr2211OEZP4kML7V5FbFh4utxbYcYYCuG1Gzmt5iWUjmp7LSbq6jyqnkVFShSnH3kWm1qmexeD9U/tbRbqcDhbhkH/fKn+tO8A/8k78Nf9gu2/8ARS1m/De0ks/DV5FICD9rc8/7iVpeAf8Aknfhr/sF23/opa+ZxcVGtJR2PQpfAjoqKKK5yzzDQRm3v/8AsK3/AP6VS1qbaz/D4za3/wD2Fb//ANKpa1dteZUXvs9ulL93H0RV0kY+I+nf9gq8/wDRttXoFcDpgx8R9N/7BV5/6Ntq76u6h/DR5mK/iv8AroFFFFanOFFFFAHiGYf+Ec8n/hI/Fn/CXf8AQL+3XO7zs/6rH/PPtvz05zXqHhWPULaDUbK+mu7iO1vWitLi7H7yWHYjAk4G7DM67u4WvOLbxjeJHrEEuvyya/cafbmDT2Zd8N+ZZg0EcYGQBtjByD8uGJ5zXs1ABRRRQAUUVl654h0vw3Z/a9VuHhg5+ZYXkwAMk4QE4A5zQBqUVkan4m0rSFszdyzk3uTbpBaSzvJgZPyxqx4BzyKdP4j0u10aPVrmaWC1kYInnW8iSMxOAoiK7yxPQbcmgDVrnPG//IBtv+wrp3/pZDWrpWsWGt2hutPn82NXMbgoyMjjqrKwDKRxwQDzWV43/wCQDbf9hXTv/SyGgChec6hcjP8Ay1b+ZqvIQEPPSlvZCmp3Wf8Ans/8zVaWXzHCjoeK8mT1Z78IOyHw7jyDnNWkWXqBTYII7eLzZTx2FVZtadXIjAArvwmXVa65lojhxePp0pcq1ZotCSvzLSRh0kBHTuKp2usb2xKODV6a5hgiMu4E44FbVMtq05pI5oZhCUHzGNr1gi/vlwM9q5+JTJIEFWNS1Ka5kYbjtrOhuTFKG7ivq6EJxppSd2eHNpybR1+maQsWJpO1Xp5lkYBegqLSboXtgfUCoXRo3OPWvlc2q1XV5J7I97K6VNxc1uWgxxxUySjjcapK+F5qTcCvBrylKx6Uqd9zQRlIpHIxkCqtu+AQaugfLzXTBuasjiqRVKV2VTKy+1NW4ZWJJzU0sJYZU5rPlDKSCKynzwep00vZ1FoXDJbyHLLg1IGhYggZNZQ3EnHWtCzjJQMTyK2hi60vduY1cHQguaxa2kjHQelMa3Q9TSSyAPjNOVS3JPFdrwsbc02ecsTJO0CN4SqYBzVNJHjkOTitEsUODyKpXqYYbe9cWJoOnaS2PQwmI9q3CW5MWgnX94gNRC1skk8wRDcKgQNip/LYrxRDG11GykOeCoc12ifzQRgYA9BShqp/MnWpVf5ax9o27s19koq0Sz1FRuvymhZMjimMxY4ptpomMWmQruEvBq5Ns8j97g/WooocyBjWbqt2wcoTgV35Zh5VJ3vaxxZlWSiokLTQ28+4RKy1sW8kNzErwog9VIrl3Yldxbin2eoG0kyGOD2r6DEYX2sLRbTPHpVfZyu1dEfigRi6KbF49qZoV4kKkEDjpVHWLlp5y7ck0yyJJGK7I0/3ShIzb1uj1Pw9Ms+lzuoAHmsOP90VX8A/8k78Nf8AYLtv/RS1H4NOdDuP+u7f+grUngH/AJJ34a/7Bdt/6KWvm8SuWtJI9Ck7wR0VFFFYGh5v4dGbO+/7Ct//AOlUta+2svw4M2V9/wBhXUP/AErlrY21wTXvM9SnL3F6GG97caf4+0uW20y61Fzpt4phtWiVgPMtvm/eOoxxjrnnpXoELyX2nBpoLiyeZCGidl8yLPHVCRn6E1x1iMfEfTP+wVe/+jbau1uIftFrLB5skXmIU8yI4dcjGVPYjtXXR+BHDXd6jOBsUuYfGn9jpca9p9pcWVwhOo3hnNy4KhZLdiz7CoLE5KnDD5eDi1pTyWHivUI9LvtQvtKsrJxe/a7p7hRdgqVRGckhgu/cAcDK8A1qDwbG8z3N1rer3d2LeSC3uZZY1e1DjDNGERVDcD5iCeKk8OeFP+EahitoNa1K5s4oyiWtwtuEGTndlIlYt15J5yScmtDE5XSptRs9N8HeIX1e+ubnW5oVvYZZy0LLPEz4SM/KmwhcbccA5zmu18S6pPo2gXF5axJLdbo4bdJCQplkdY03Y7bnGfas/TfA+n6Ze2kqXd/NbWLM9lZTSq0FqzAjKAKGOAzAbicA8YrX1rSLfXdLk0+6eZIneOTfBIUdWR1dSrDoQyg0AcfqNn4o8MWkviO58RQaotmnm3dtJp0UQaEcv5br8ykLkjJbpzXf1yFz8PbK9tZbW61zxFNbzIY5I5NTkKupGCCO4Irr6ACiiigArlPiRqdjp3w/11b28ht2utPuIIBK4XzJDE2FXPUn0rq6KAOAvNS8F6tpWh3t/wCIY4BBG621xbX5g+faodd6EcjI4z36Gs2K/uxpXhjWtXluJtMsNZuM3VzGQ5tik0cE8gwMfeT5iB1B716jRQByPg+aPUdd8TaxZnfpt5dQi3mA+WYpCqu6+oz8ueh21W8Z6XeJDb3ra7qD251fTz9hZIPJGbuIYyI9/HX736cV29c543/5ANt/2FdO/wDSyGgDC1Nv+Jlddf8AXP8AzNVYFLXC/WtfXQP7ZuM/7P8A6CKzlGJARXkTVpv1Po6Ur016E+sOUiRR0xXOO58zFdRqEBns0cD5gK5O5JikzjGDX22WyjKhGx8dik1VlcvRRPjNNunlCYJOK1NLxcQL8ua0LjTI5YSMc1c8TGE+WRnGm5K6OIlKhSTWaz5fIrc1LTJIdwANZVrps80uFUkZrujKLV7mZ1XhWRmDL/DitadQGODUeiaeLK1O4fMat/Zg5JPSvks3kqlf3D3ctap025Ga4LEhe1OjRl61pfY0UHHWozBg9K8h0pR3PVjiYS2GR4G31q6eY6qtEwIYdqnLHyOOtdeDuqiRw42zp3It7I4waS7UfK3rTArs4qS6QuAuegrtzGK9mu5yZc37TyKrbc8VYtWOMVXEZUc0ol2OMV40XZ3PanHmVkaEkQcgkc08L8oFQpMSlS7htzmvS+sc8OVnkPDuErisobGaqTsGfGOlStLjpVNmJkyelc1atzRUTqw1Dlk5MlCgc05WFNRlYYzQVwax9DpavoxJeRxUa5Ap+QTilIxUvuUtFYEkXpTiw7VAIyxJpcHAouwcVcsxyjO08Z4zXLa1DNBcncSV7GungjDKWfoKytYuo54DGF6V72TSqKT091ni5mqd1bc5oXG4bc1e03TpbyccfL1JqlaWnmzHPTNdlp7xQRLEF5PpXu4mrKnB8iuzy6cVKVnsc3qOm7JmXHSrGk6VvjZyOOlaWqRNkyHoaprq6WVjs281CqVJ01y7hZKWp1vhhFg066gB+ZZC5GOxUAfyNN8A/wDJO/DX/YLtv/RS1m+B9V/tP+1P+mYj/Xf/AIVpeAf+Sd+Gv+wXbf8Aopa8TGRca0k9/wDgHfRd4I6KiiiuY0PPPDQ/0G+/7Cuof+lctbOKyPDI/wBAvf8AsK6h/wClctbWK5JR95ndCXuozrP/AJKPpf8A2Cr3/wBG21dxXEWg/wCLj6X/ANgq9/8ARttXb10U/hRy1XebCiiirMwooqGaOZ5IGin8tUk3SLsB8xdpG3Pbkqcj+7jvQB5LpXiDRNR06K51jx7rUGpPn7RFBIYokfPIQCPG30PORXsFecabqd/qd0LNPiA1tf8AeyvdIjt5/wAEfBP1GRXo9ABRRRQAUUUUAFFFFABXOeN/+QDbf9hXTv8A0shro65zxv8A8gG2/wCwrp3/AKWQ0AGq2qS6jKxHXH8hVIWiIMitW/8A+P2T8P5Cqbg9K5alON72O2lXnZRuQzSJbWpZzx71xWpXsc0x2gYre8SXJSMRCuMcFmNfU5Zh1TpJvqeJiqnPUZ1OgajBEPLdgCa6KS5ighLs4K+teYo7xvkcYq7capPLbiLcQBV18vhVqKoKFeUIuKNfUdZWSRlQAiqllqAhm3dATWFHv35JzU+TXYqUYx5UYtu9z0mxuo7mAFSKZdXDo4C/drmtCu5IztBzmuhMgkXDYzXkTwsadZy3R0qq5Q5SaO5yvvThcDOGxTI7XjNP+yjua55+wvZlx9ruiQSxmlO1V/2TUX2YFsZ6UspVItmc1xYlUqa5oPU68O6lSXLLVCNPHGDtHNMjk83JNQFgoqWFlA4rzZVZVJXkz1I0YU4+6hzJmofI7mpGfnims7bah2NI8yFJ2gAGmPIxPBqEsd1KAetRzGnIluTBjjk02Q8c0JgDJpsjBuBTb0ElqVRMUkxnipxc54qnIh3ZFRlyOtZ8zR0cikaMZLNmrWcrjHNULSYE4NW/MGcitIvQwqRd7E8a8UrKB2p0TArUgKmt4xTRxym4yIYTyVI4NYmp2LJISvQ10IC54pJo45ExJgj3r0surujLl3TPPxsFU95aHHW7FZdoXmulsrbaFlb0qBo7BJOdoNaMbRvGvluCo9K9LHYiXs7wRxYaknO0mc5r9+UuGiHQGufupTJAx9q2/Edo4m84AlTznFc1cEiFgDXp4VRdKLic9S/M7nV/CrP/ABPM+kP/ALUrqvAP/JO/DX/YLtv/AEUtct8K841sn0h/9qV1PgH/AJJ34a/7Bdt/6KWvDzH/AHmXy/JHdR+BHRUUUVxGpwHhj/kH3v8A2FdQ/wDSuWtrFY3hf/kHXv8A2FdQ/wDSuWtqsnHU2UtDNtv+Sj6X/wBgq9/9G21dtXFW3/JR9K/7BV7/AOjbWu1q46Izk7sKKKKokKz9X1vTtBtEutUultoHcRq7AnLEE44B7A/lWhRQB5He6j4a8TxKni7xfDeW4YN9gsrVoIQfdiDIfqGX6V65XkFt431JbPWJJtfR9Ul0+3ltbHbGDBeNLMptkTGSRsRTnJ5J4yK9foAKKKKACiiqF/rmkaVLHFqOq2NnJJ/q0uLhIy/0DEZoAv0VVvtTsNMtPtd/fW1pbZA864lWNMnp8xOKJNSsItP/ALQkvbZLLaH+0tKoj2nod2cY96ALVc543/5ANt/2FdO/9LIa3LO9tNRtUurK5hubd+UlhkDo30I4NYfjf/kA23/YV07/ANLIaALGof8AH7J+H8hVRulW7/8A4/pPw/kKpSNhawm9zopq9jC8SWxkQSD0rkym1sV6I8aXMBVxnFcpqVlDHMQpxX0mW4pVKSj2PKxVJ06juYohLuAB1ra/4R53sQ4HzYzU+j2kLyjfgmurxjAHT0p43Hug0ooVCh7W+p5mbV4ZGVhQIiWAANd3fabbznPlgN7VDZ6JHE+9xn61ssfT5Od6EOjLm5UV9E04W0XnzDHHArX+zIzB1IxUd4m5AOir0AqCOdlGMmvmq+Z1HWcuh7VLLouktdTTZSVABxQq7etVo5ycCrO4Y5rnU1N8xcqcoLl6C8DJzWXdzDzQFPFaDc8Cq0lqpye9Z15SmbYWMKb1M95fU8U+3l38Kcmla25Iqa1tVj3SPgKK5oQlKSijuqVIQg2yVIZCRkVKYGx0rKv9cMRKQ8Ad6zIvE1wsvznIzXu08lqSjds8Keae9ojfkiIPSnRglSCOe1PtrlNQtvMQfN3FWY4AnJrzKmFnTqODR3xxkJ0+YqrbyNnBFRPC6k5FRaxfy2pXyzgUaXqv2393LjJ6Gu2WUz9j7RM5Y5ovacrWhFKMcdKgeLPOavXcShjVYBsYxXiyVnY9yErq6IUbbwKsxOTxUaQENkmr0MQHOKcU2FSSQ+EnFOMjL0pD8v0pyqG5rVX2OR23YkUxZgDVLXbxoI9qnBrQVAp3elZPiKFpI0kUEqRXr5Ql7a0jzMz+BOOxzRnmlfAYk10OhiWFwZCSG461z0BMc2SK37K4Mjoqg9a+lxEeaDj0PFg7NM2njEjtbSoXjbocdK5rVdHto3Ko2M+9dFdXpihO0fNjrXJ31xJKzM2a87LKFWle8tDqxdaFVppa9TrPAel/2da377gwlCdPbd/jWl4B/wCSd+Gv+wXbf+ilrG8A3/m/b7V3O8IrouOwyD+pH51s+Af+Sd+Gv+wXbf8Aopa48epLES5v60NaH8NHRUUUVxmpwXhf/kHXv/YV1D/0rlrarE8L/wDIOvf+wrqH/pXLW3mnyhzGbb/8lI0r/sFXv/o22rta4q3/AOSj6V/2Cr3/ANG21drStYAooooAKy/EZK6DcsurR6U67WS8lZQkbBgVDZ4Kk4UjuCR3rUrN1uO9l0/bY2dletvBktrxiqSIOwbBw2cEEgjjt1AB5q3i3S/E9+LNZtI0S+jG3VdW8+Heo6bLaTOWLDnf/Cp/vcD1yuHD3sjeVH8Noo5enmXE9qsI99ylmx/wDPtXY2f2r7JF9t8n7Tt/eeTnYD7Z5x/nigCeiiigArmPFN/Z28i2FvYWt9rt/CYoYZUBAj5y8rY4iUsc+pOBya6esvUvDWg6zcLcapomm306oEWS6tUlYLknALAnGSTj3NAHJLpdvoviPwTpd9Os9pZ6ZcQQSzY2vcKIQDzxnYJMe2axbL7Nu0jzPL/4R7/hK7vyc48nGyXy8dtvnZx2zjHavTJdD0mfTI9Mm0uyk0+MAJavboYlx0whGBj6VLJpthLp39nyWVs9ltCfZmiUx7R0G3GMe1AHN+EvK/4SXxd9i2fYPt0W3y/ued5KebjHGc7c++e9VvGcGuiG3lk1HT20z+19PxbrZOJsfa4sfvPNI64P3PbjrXYWdlaadapa2VrDbW6cJFBGERfoBwKw/G//ACAbb/sK6d/6WQ0AW9TULdAgcsoJrOcZFaOqti7Uf7A/maoEAiuepZ6HTSutTP1K4+xaeWU4Zq5Frhrkkk5NdVrcDT2AK87a4s5ib6V9NlUIrDq255WMlJ1ncmhu5bW4GCRzXc6fdi6tVYn5sc153h5phjk12Gl29xFZAgEZrXHUYVIK+5lRnKEro2zJGpJJpv2mFv46xZp2jyrk5qOItK/HSuF4CEleTNliZRehvzKJITtrJKMr4rUQeXajNZ07/Mcda+dxkIxqNRPfwEpSp6kyKwTcDSrMc8mo03NGMHjFJEjMea5r9jqcU73LkblvpTmbFNRdq1IiZOT0raKb0RyzcVq9iupDvwKi1UtHY/L9TVh7q2gfaSN1Puohd2hVe/SvTwdCVCpGpUWh5+LxEa0HCBw24ySHceKqXMexsitO7sZbeQ8EVQ2PJMq4zk19ZFp6o8U1/DV26y+WM4Ndln5a5y3ht9DtVup+XfAAx0rbtbyO8hEkR4r53HYmjUxHJHc9OjhqsaPtWtDD8RfcB7msnRXIvk56GtjxACygAVD4d00q7TSqfUV6sJxhhry7HC4uVSyNPUDiXp2zVZJQR0qzehnYnaazds4OFjJ/Cvh6j99tH2VCP7tJlmPLSVd3bVpkMJBzip2QsuABmnGLsZ1Jpuw0fMKeBimCGXf8vSpfLkHWrSfYylJdyC9kKWzFTzWVZ6vHMrW10uVzjPpWreIxtn47VyKWdxLcny1OM9qh1J05qUXZnTQo0qtJxnsdD/ZNhId6SgA9jVmE2No6qmGfpmqA0q8Fvhc7sVmvb3dpLukBzXZVzPFSjyyZyUsqwvM3F3OkvIQzBv4WrJ1K0jW1dx1xWvYzi5tlWRefWodSsXkgZYznNe3gMZGoopvU8LGYWVGbVtDM+H5/4n12P+nR/wD0Ja6zwD/yTvw1/wBgu2/9FLWP4N0eWx1C5uZeN8DKB+IP9K2PAP8AyTvw1/2C7b/0UtZ5jJSrtxY8OrQOiooorhNjgPDH/IPvf+wrqH/pXLW1msPwyf8AQL3/ALCuof8ApXLW1mt4x0Mm9TDur64sPH2ky22mXWoudNvFMNq0SsB5lt837x1GOMdc89K7qF5L7Tg00FxZPMhDROy+ZFnjqhIz9Ca5G0P/ABcfS/8AsFXv/o22rsriH7RaywebJF5iFPMiOHXIxlT2I7VlNWZpHY4PTPtNp46XSll1yys5rSdSNTvDP9qdWXa8DFn2lQWJBKnDD5eCRp+C0mttS8T2El9e3cVpqKJC13cNMyqbeJiMsem5icdOavWfhWODUU1C61bUtQu4Ynit5Lp4/wBwHxuKqiKuTgckE1FovhA6LqV5err+r3bXjeZcR3Jg2u+xUDfJEpBCqo4OOOlSM5zw1BqXhzU9Kg8SR6g9zeu8EV5/bc9zE8u1nCvCxCqSqtjAYZHavSK5608JRRalaX17q2qanJZlmtkvJEKRMVKlgERdzYJGWyRk10NAHHW/xBtp7XVLz+zbuOysbOO+SVimbi3ZnXzFUHgfu2IzgkY45rsa8e0W18K6lbR3M3jOOzsp4I7e50V723IjSN3YW5kIDmMM7j3UgZxivYaACiiigAooooAKKKKACuc8b/8AIBtv+wrp3/pZDXR1znjf/kA23/YV07/0shoAl1pgt8nP/LMfzNZjXIHBrR1xN18h/wCmY/may2hHWuCq3zOx6lFQcFcdDKXcoVyprI1fTYBISuBmtS7uE06zMmBvIrkJNSe5kLF6+gyfD1ox529GePmNWnOdorY1dL063WYMWBPoa6lQqKFA+UCvPo7x4Zg4Y5Fdnpd8L22GfvAVvmdGo4qaexhhZxUuWS3JLmwiuAeBmmW2nLCelWCzA8U4F2ryY5hUUeQ75YKN+a4SYwF7VUuQiDgCrhTd1NI8KSZBX8a4pU51Ls66dWFKyZn2+5xgVbjjK9RRDCI5cVZb7pqKdK6u+hpWrrmsupEuC3Sq+p3P2a1O3qanXrms/XQTAp7V6GWxjOsuY4Mc3GGhzTzu8+4k5zXXafuewjOec1xRcLID710ltfkWAVewr3sdQdWmoI8zD1PZz5iTVrmDdsyCw61RsUgM4kZR1rEu53e4JJzzVi1uymM1tChyU+RMzlPmldnUajZ/bogVIZPT0pIVj0m3JeTnHC1VtNQMYyeVI6VSvZjdOSW59K8enlMfb88noelPM5ugqSC51JbiYbgCoNbmn3kMqBF4OK5f7PtGTUtjM0NyCCcZr1a2HhUp8qPOhUcZcx1k3lRKXk6VDHcQNyiCs+/ui8IxnpUFnchcAmvOp5dTULtXZ1TxlRuyehs/aUztZCo9alG2IFywI7VVaSJ4s5FZtxdMwKq2RUrAU6kk0rWH9bqRi1e9ye61h0fEfABrStbjz7dZGHNcntZ5ea6uxjCW6KfSujF0KUKaSRlRqTc73JJNs8bJwKxb3U7fTU8u2ALnq1a13FiFmQkHFefapKwnYE85rPBYKhVn7W17GlbE1ox9lfQ0m8QXJf75rZsdUivYhFcjJPQ1wqvk5JrQtZJAysM8GvUr4OlVhySRy06s6cuaL1PQkhhhQEEBRThdQk4Dg1yUmpzNGELHFU5Ll1OQxz9a82llMIrc6amNnN6npGmZNzIwbK+Uf5ioPAP/ACTvw1/2C7b/ANFLWR4MvpLi7uInYkLAT+orX8A/8k78Nf8AYLtv/RS151eh7Cbhe5vGr7RKR0VFFFZFHnnho4sb7/sK6h/6Vy1sZrF8OH/Qr7/sK6h/6Vy1r5ruhH3Uc0nqyrZHPxH0z/sFXv8A6Ntq7iuFsDn4j6Z/2Cr3/wBG21d1XLVVps2h8IUUUVmWFFFVdSvhpthLdm2ubkR4/dWsRkkbJA4UdeufoDQB59r1j4j0HRbnVJovBbw2y75R/ZEinbnnb+95b0Hc8V6XXjekx6NJ4cs73T/hzL/wkL2qSQu2lEWy3BUENuZuEDc5znFeyUAFFFFABRRRQAUUUUAFc543/wCQDbf9hXTv/SyGujrnPG//ACAbb/sK6d/6WQ0ATa0cXif9cx/M1lmTmtPXxsmikYjDLtH4H/69YjyqFznivPrO02erh43ppkevQtcabuTsOa4QAxtjpivSoSs8BQjKkVjXnhmOSQtG5Ge1fTZXjoeyUJs8PG4eUajaOSBLtXZeHbdordpXyPSorPw1HHIHlJIFbWEjQRxjCinmWPgqbhB6sWEw0pzTa0RIjZNSjpUEZK9uKU3Ua9Tivnqc4x1kepVpyk7RRI+ShI61SEkxU54NSG+jzgHNPClxkDAqajU5e4a0oulH94irDI/nYY5NaQ6c1VW3Ik38H6VNJvx8tOlzQTuia7jUa5WMA5P1pl5b/abRk/ixxSqSOvWpAG6ggVeHqSpzUokYimpxtJnCXdpJbykMD1rW0+B5LE4HJrduBbSEJcIu71xT40t7ZPkUYr3JZvSlT8zzP7PqqVraHIXNgVYnHNUzEVI4rujBb3SZCj8qrtotqz56e1dFPM6Uo3bMZ4WpGXLYy9ItTc4DcAUajZPbSblHFbInsrFfLMiqfWp4pre4TCyLJ+NZTxlSNTm5XylRoxcbc2pzIOVAYVYsbNZZuBW29pbZ+YYqpNqNlp0ZCsM1nWzWlGDtua0cvrVJJJD7yxU2x29RXJzSyQ3BUZ4rft/EtlK+xnHPrVwWFjdP5q4OazwOa07NVHqa4vLatN3S0OajupmO3nmtqPTWNuHYHJGanuLeysCHIAPpUR8RWu3YeO1ehOrOok6MdDgUIxbU2UREUlzjoa3rSbMIB61VtZbW8IKOM+laSxJGOB07muXF1425ZLU0o05N3QpG+Mg964bXdHminaUISpPWuvn1K0hOGkH4UwX9jegR7wc9jU4SpXoycuT3WXVjTktJannCWshbBU10ukaVJMgJTC+tdKum2iDPlA0shRI/LiG1farxWcQjFqC1KoYGdSSvsc9remPBGjQDcO5Fc8vmMcEGvQ49pi2SAMvvUX2CxDbhCM/Spw2cQ9naruVWy+am+TVFPwNA0d5cSOMboSoz3OQf6VveAf8Aknfhr/sF23/opabpzRreIkahQQ3Qf7Jp3gH/AJJ34a/7Bdt/6KWuGviViKjnE0jRlRSjI6KiiisRnm/h0/6Hff8AYVv/AP0qlrXzWJ4fOLW//wCwrf8A/pVLWtur1acfcXocc37zIdOOfiPpv/YKvP8A0bbV3lcDpZz8R9N/7BV5/wCjbau+rgrq1RnRS+FBRRRWJoFFFFAHiepza9Fbpd6jrniKC/vLCK4tbS33Ij3fmOJLcKq/KMeWATz1bJ5r2yvO9E1Pxbpmn/2U0fhm6k05VikZtafzI1Jwnmfuidx6ZOMkdK9EoAKKKKACuR8a2Xh5o0uNT0mPU9UnT7NY23WSR+SAnOExkkvxgck8CuurD1Xwjo+s6rHqd3Hdi9jh8hJre+ngIjzu2/u3UdT/AC9BQBz2peBtQ1bR/DEN7cabe3WlQFbj+0rY3EU7mNVJIyCeQTkn3rNFxb6vpvhnRJdPtrDT21m4sb60tPlt3aFJmCLjGUZ0DYPXoe9dtd+F9Lvra0gnF6VtVKROt/Oj4OMhnVwz5wPvE06TwvosmhxaMdPjWwiIaOKMlCjA5DKwIYNnJ3A5yTzzQBkeD4Y9O13xNo9mNmm2d1CbeEH5YS8Ks6L6DPzY6DdVbxnPrpht4pNO09dM/tfT8XC3rmbH2uLH7vygOuB9/wB+eldTpWj2GiWhtdPg8qNnMjkuzs7nqzMxLMTxySTxWV43/wCQDbf9hXTv/SyGgA8W5EFuwOMbv6VzkgP2BSTy1dD4wybe2A6Etn9K59mBsix6KK8zEfxGe7g/4EfU1NMO62zVsmsfS7wRwbW+tXjqMQ611YfEQhBJnDi8LVnVbii3jK4qAoVbkcVB/akQ6VLFcrcHipqVKdR3iFKjVpr3loSM4VM1k3chZyFrWeLcuKgNmhOcc1lUjKWhvQqQhqZltGWlAIqxq1/9lQQocHHNXoLdY3zjpXNa2WN4xPrXqZNhk6jlLocGbYjmSjE0dK1Ev8rNWlJeBRnNcjbyGI5U1bN00p2k17tTCQlPmsePGq0rHSx3MLx+ZkZ9KiadpJ1weM1k20MzrkE4q9ZvGkyxyzxRFj96Vtqj8a5fqtOldwNXWnOykytrJZLoMDgVRm1B1t2G45rQ1sbkSQcggHNYUkihSCAa+RrJxqNH2WFtOjFm1oeoi4VrZztfjBFReIPEQ09TCn38YJrn9NuGi1uIoO/NL46t3F4swGFYZr3ci5as3TnrbVHjZ5R9lJTj9rcwJdSnuZSzSk5PrVzT9WmtZVYMeD61zocqanhl3OAe9fXOKasfPWPVbvUt+gC8HBIxXl9/qU8kzMzn8675iR4LAI9q82uwpcqea+AzCCjipxWx91kXvYZSZAL9xMDuNej+CdUe6fyWOcDNeV3AEZyK7j4bXCtfsDnJGBXOopNPzPSx9NPDya7Gtr99JLdsu44U1h+aSeta+spt1CZccbqxpIm7Cv0OkkoJI/MnuXrLUXtZlZT0Nbl54naS22rwSK49FkLbdpzVpoZET5gR9aU6MJNOS1QJtaIdNdySuWLHJ96fbXkkUqsGPBqsqZ7VGGxJitLLYR6bpF79tsSScsop5OazPCqkWEjnoatySlGPpXxWbxjDENI+iyu8qRbDYSojI3aoPtYxTDcjOQa8tyPTVJ9jU0ok6nHn0b/0E1b8A/8AJO/DX/YLtv8A0UtUNGn36lEvqG/9BNX/AAD/AMk78Nf9gu2/9FLXbhfgfqeZjlaovQ6Kiiiuk4zzDQWxb3//AGFb/wD9Kpa1d1Y2iNiDUP8AsK3/AP6VS1p7q9qlH93H0RwTfvMNJOfiPp3/AGCrz/0bbV6BXnmjHPxH0/8A7BV5/wCjbavQ68zFfxX/AF0Oul8CCiiisDQKKKKAPH7fwzr9udQ8Px6JEv23TYbCTUhcxBGKyTF7krnzCxEgONv3gecc17BXiX9nf8Uv5P8AwgWtf8JNnP8AbP2ePzvN3f6/zN+/PfZ0/h6c167pGptq1o876dfWBVynlXsao54B3AAnjnH4GgDQooooAKKKKACiiigArnPG/wDyAbb/ALCunf8ApZDXR1znjf8A5ANt/wBhXTv/AEshoAXxZgW0JI6bv6VzjpnT1X15NdT4jRZI4FY8fN/SsHy1Kbc8V52IX7xns4SdqMTHgZlB9qR5nzjaTWvFaR9BVhbKLP3RmsFTbOuWIgnqc8Gcn7pFaumNtPNXzaR4+6KYtsqtleKpU5RdzOeIhUi0WzKqiqst4FbimyqQQM1UlTHWtJ1JGFKhDc0Fu1PSqWqaeL2PzYvvAcgVGvyrnNRpdyRS5UnFbYXHTw8+ZEYjL4V42WjMM280b7Sp/KrVtaTSSDCGunilSdQzRgn6VYXgfKgFe9/bMJR0jqeI8uqRlZsitIBBAqsMtWD4g0ea4kEkUmAP4a6Rm2R7m7Vh3N60khHajAzrTqOr0M8RGEYqHUnS2e50gRPy6jiswaPJtG9atwXrxOPStjz4jAZnIAUZNcOYZfKVT2kep6GAzL2VP2b6HNW/h5/tYmUlcdzVvxDbW93p6wySAyKOCK5/xB4uk8ww2x2qOOK5WTXLotkyk/WvSy7J5YeSqylqc+OzGeKXLbQmuNFmDnYjEeuKuaT4fmluUaRSFB5zWj4b8QCaZYJ1U54ya6K/uYoVPk4GfSvXnVmpctjzOhqvZQTaaLMMoGK871vwpeW0rukW5OxFb1vezB9xY1ojxEqERyKHHcGvAxmTzqSc4PU9nL84lhVyNe6eWroN7eT+WsTg/SvRPCPhf+xIhPcsEfrg1ti/sorfz4okDn2rntT1C4uHLbyB6CufC5PVqS/fOyR3Y7iB1IclJblvWoop7gvFgk+lZkelXEjjEZwaofa5RIPmJ5rttBvUngCsRuAr6KrKVClda2PmYrmlZlOx0OOEiScAY9aZrVvbSRHyiufatnV42e3IQ4NcXcNIjEMTWOGlKtao38iqiUHykCWMrnCLmrdt4XuLlgxBTn0q7oNygugsnQ11ziQnbHwvtUY/Hzw1ko3ua4bD+2ersVrSzGn6cIAcnvVOQ7jgVpSJKUPeqIhcMfl5+lfI4upOrUc5LVn0eDhCnDliym0Tc1AQUxmtZoXx0qrPbMce1cri0d0KiZb0Mg6rB/uv/wCgmtbwD/yTvw1/2C7b/wBFLWTokZj1WJnwq4YZPupFa3gH/knfhr/sF23/AKKWu/CfA/U8nMP4q9P8zoqKKK6jgPKNGbEeoD/qK3//AKVS1pb6yNJbC6j/ANhW/wD/AEqlrQ3V9BRX7uPojzqj95kFtNqcfj7Tm0q0tLqf+zbsMl1ctAoXzLfJ3KjnOccY79a9KhSa604JqMEMcsiFZoopTIgzwQGKqSPfArz/AMPHPxHsf+wVd/8Ao22r0S4t4ru1ltpl3RSoY3XJGVIwRkcjivIxf8aX9dDso/Ajz6w0iLSfiFb2h0e00ezvLO5iiSwlLrfYKHMowuxlXJHDfePzcYN7wfZQaNeeNLbTLZIooNQUxQoOM/ZYT+pP61vWHhPRtNuXube3ma4aMxedPdSzSKh6qrOxKjgfdI6Co9I8G6LoeoSX1hHeJcS8yNLqFxKHOAMsruQTgAZIzxXManD6PZWtho/gTX7Mk6vqlxCt9c7iXuxLC7yiT+8ARkZ+7t4xXq1Ylj4Q0LTdTGoWlgI7hS5j/euyRF/vGNCSqE852gZzW3QB5Bpd7o97YrNqmo+M7u+3Ms9xYtfG3kcEgtF5I2bM9Mdq9fryzRbq/wBP0+60+w8faa9rpCKJCdBkKQxlmVQrebhlBVlyCcbeTxXqdABRRRQAUUUUAFFFFABXOeN/+QDbf9hXTv8A0shro65zxv8A8gG2/wCwrp3/AKWQ0AWfEFvJMluyfdUsD+OMfyNc+YpEIBrpPELMljEVOD5w/kax0mSQ7Hxn1qKmBlUj7SJ00ccqf7uS0EgiyuTxUnmQJ1kGfrSHgNEW2lhgGuR1OG6t52BaTGeDXRl2DpV01J6oyxuJqQlpszrvtNv080UAxSkhJAW9K4OCSczBQWYmut0y0+zATznDMMAE114vL6FGm5SZzUMVWnNKJe+zktyajktFYYYVabJxt6Uq5I+avJeFjy3TO+OMmpWsZM8DJGdqkgVjwXSfbfJlBGTxXWSqNhrDXS45LwTHqDXBVpOMrI9XDYiM4NyNiJFRBtp+7FNPyhQBSHOM1ve2iOFrmd2NvSfIyK56Q4cmt0XCF/JkIwemayb23aCQ5HHY19BlmIhUhy9UePjqEqc7vZkakPj1pb7zjpzomenNFnC004C9M81tu8dvtjKgqeGNdOKxcMM05GWHw867aieL3oYzvnrmqe3nmu28T+HZLaZp4UBibnIrkWgffjBzXsU6kakVKL0MdVox9huS5Qp1zXbSQyiJN+c45rN8M+HJri4SaRCEBzXoFxpkcsO1cbgK5MRi6dOai2NU5TTaWxxZ3IvFU2DPLW3eWjwkqV6U7TNHe5l3sMJ3zWrqxjHmb0M0m3ZFWOKcwg4O0U0qHBB612sdrbrEIQBx3rndQ0ySG5Z15UnNcmHxtOu2omtWhOnbmMKewdRuVcitnw7DMCH2nBqayiM5aIjGRiugs7aOyhVONw60sZi40oNS3CjRlUl7pHckn5TXO6lYmTLKMGuqZFmBK9azZrdzJtC5BrmweIi1eLLr0pRdpHHQObW5Vj2Nbdz4obZsjPapNU0kJamXbhq5B1IkPtXpxVOvaT1sYe9HQ3YPEN1HJuLGuk07WBdgeYoz61xdlB50gWughtDbKCrYrLE4ejNWktSoVJwd4s6iVcplajW2DYL0trJutlZu3FSGZB1r5OtSjCq1I9yjVqSprkRWW+hh1CCApgtIqg++av8AgH/knfhr/sF23/opayn01p9VtbhZF2pKjY+hBrV8A/8AJO/DX/YLtv8A0UtdtaNFKLpdtTii6jb9odFRRRWBZ4/pjY/tL/sK3/8A6VS1e3Vmac2H1If9RW+/9KZaub6+koL91H0R5lT42XfDRz8R7L/sFXf/AKNtq9MrzDwsc/Eez/7BV3/6Nt69Prxcb/Hl8vyO6h/DQUUUVymoVkeJtaHh/RTqLGIRpc20UjTNtREknSNmJ7YDk/hWvWZr2kLrmmCxeQRr9pt5ySm8ERTJLtxkddmPbOeelAHlCQ2sZuNKXxp4R/sWewh0xp/t6/aPs8byH7mdu8rKV3bu2cdq9qqn/ZOm/wDQPtP+/K/4VcoAKKKKACuZ8X2ha2W7S38QXciKUWDSL0wFeCdxG9Q3p/F24NdNWRquiTalcCWLXNUsF8vY0do8YVhknPzoxB56gg8CgDitAkvvF9zaWV9r155dpottO0unzvbmeeVpFZyQATt8rG0jGScjtS6RqWo+LD4Z02+1C6gSTTrm6u5bSUwPcvFKkK/MmCoO4uQCM8dq6N/AunRx2i6beahpT21t9kEtlMA8kWd21y6tnkk7vvAscHmp7jwdpz2elwWM11pr6XGYrSezdQ8aEAMp3hgwOATkHkA9aAGeCry6uNJvLa7uJLmSw1C4slnkOXkRHIUse7YIBPcjNZnjPVLx4beybQtQS3Gr6ePtzPB5JxdxHOBJv56fd/Tmuo0bSLXQ9NjsbTzDGrM7PK255HZizOx7sSST9ay/G/8AyAbb/sK6d/6WQ0AWfEzbdPiP/TYf+gtWJaR72LmtHxtKYdIt2He5Uf8AjrVl2E6tajH3jXp0Yv6vddzkqNe01E1eCWbYsRIPtUvlAWSRXBDP0GeTVt2EaFzyQMVzsl20t5uyeDXHgcE5VXWvoduKxn7mNCxrpZWlqQ4jBeopw80gYngdBVwkNDGzelV5j8pxXnY2pUnNqbvY78FCEIKUFqxpv/ITbjNVJdXdec1DJyCTXP6ld+UWx2rhdSW1z1aWGpt7anUW+pm4+UnGauxxFP3juAlefaXqkk92EUEDNdnqs7R2EKg9Rk12YCh9YrKEjjzT/ZKfNHqOutcSKQpGuQO9S2erpcMFYDmuZRfNfPeteyt44pAxI+lfVzwdCMLcp8qq1Ryvc2ZbYNP5jHCDnNczreseZKY4/ujitjU7wiEIjdq5u509pF3g8nmsMuwUKLdSW7N8VipVrReyE07WXtZQc8V2FtdQajBvUgEda88ltZIm6Vesb2a3RkGRmuzF4KniI67mFGvOjK8ToNe1G3Ft9mU7j61xcKR/a9xUEZ6VcuC8shYk1FFBhi1dGHoxoU1CJE5ucnKW53OiXUMtr5cQCsB0q+uYwZZDjHauS0aV4rlcEjmupvCZLf614uMwUZYhSb0Z2UMS4UnFbmRczfaZiR0zWlYyIIfKPy571lbNh605LkK2Aa7atFVKfJ0OWFRwlzLc2x/osLvIcgcg1yt9rZluCo4UVY1bUJBaFAxINc7aQyXl2qKCcmlgMDGhBtmmJxEq0rs6nRnkllDBePWt9gGc8ZqpZ24sLJVA+c9atplYmfvjNeNj6yr1/Zw6Hfhabo0nUl1GySpbL2zRbOJSXFcdfarP9qcFvlzW1oV+Z12969GWA9lQfLucX1hzqXkbN1EJ7d4z1I4rzrULOSC5ZNp616SwOciqdzY210xLrhvXFc2AxyoXhU2N8Rh3UtOBxOmnyWyRzW9bxy3Q4zwelWW0BBKGUjbV5l+xW37hNx7kV3YrMKcKfPHU56GFnUqcmxHdMba1SNTggc1RS7kZgvvUU91JJkuD+NVYZv8ASFHvXx1as6lRzfU+uw+GVOkodjqoJkikt1f7zsAPzqx4B/5J34a/7Bdt/wCilrGuZNup6enfzYx+orZ8A/8AJO/DX/YLtv8A0Ute1KiqdODXVHzrqOdSV+jOiooorMDxSybEupj/AKit9/6UyVb31n2rYuNUH/UVvv8A0pkqzvr6jDr9zD0X5HmVPjZqeEjn4jWn/YKu/wD0bb16nXlPg5s/Ee1/7BV1/wCjbevVq8LH/wC8S+X5I7qH8NBRRRXIahRRRQAUUUUAFFFFABRRRQAUUUUAFc543/5ANt/2FdO/9LIa6Ouc8b/8gG2/7Cunf+lkNAB4ziEuk26np9pU/wDjrVnWFskMAbO7FWvH8jxaHbshwftS/wDoL1yGmeIJLeVY5RlDwa9ajRqVcJam9dTllKMa15LQ6cOZ7WVf4uSKzrDTGMjPKMAHvWrEUZBNDjaw6USxyTrjdtFeVRxdXDU3Rt7x6FTD069RVU7RFchyEX7o6VFPFiM05beRR1zTJ43cBe3rXnT5ndyWp6FPlTSg9EY9y21SBXMXcMkkjA9DXZyWJkO1etVzoLSHniubkk9kenTxFOG7OW0+FLV8gDOc12N7btdaXC6clV5qkPD7RS7m5FblrG0YC5/dgc5rswFWdCspWOLNOTEUrJnIAPE3pQ1zIzgKTmtnUUt1kOwVV06OA3WZAPavtVUTjz2Pj3GzsWV0ye4tgxY5xnmo4LacSCKReBXSADauzoBVC8vra3k+YjfXm0cZUqzlDlOmpQjCKlcz7rTBwcZqWDQoyhZhgkcVNFrEDMAwGK0kdZVDo2RU4nE4ilBafMdGlTqS1Zw1/ZtbyMCpxVAZU4ru9X+zrbEyBd1cRJPELnP8IPSvUwtd1qfNY5qkOSVja0Gzkmm8xhhRXSXSeZAwjPKDpVTR7y3ltwiYU1pCNUYuT1rx8bXrLEKy0R20KdN0nzPU5WdmGQ3BqOzhknnAGSM1s3dtHPKeBVqxgjtk4H416EsQo07panJGneVinfaOJbQgcuB0pNK0pNNgM0gBk7VsoAMkNmq11fW0XyyHP0ry/rOKq03SitTtVKhTmpN3QkbtOcmrYX5CvqKyRrlorBUAH1rTgnSdAysDXGsFWornmjpqYunV92Oxx+uaS8UjSqCV+lTeFRiVtwwfSumvUiaFvMxgDvWPp3lJeny8Yr3oYh1sO01qeXKChPQ25JGVuhxTBIrHrU27PbIqGS2Jbcpr5itSnDXc9uhVpz0ehMxxCxHpXFSa3cWd83zHbnpXZKrLG270rzvWP+QhJtHGa93J0pwkpI8zHLlqKzOwtriDWbRiqhZQPzrLt7ZzqiR46NzWboV8bW5UFsAnmt+6122g3PFGvm/3q5cdk0pVk6K0Z2YPNfZU3Gpr2Eu5c+I7JQeBcR/+hCuk8A/8k78Nf9gu2/8ARS1xukyNfa3bzv2mU4/EV2XgH/knfhr/ALBdt/6KWt8wjyckeyOLDu92dFRRRXnHQeFQNi61Uf8AUVvv/SmSp99Uo2xe6r/2Fb3/ANKZKl319Xhl+5h6L8jzKnxs3PBJz8Rrb/sFXX/o23r1qvIfApz8Rrf/ALBV1/6Nt69cd1jRndgqKCWZjgAeprwMw/3mXy/JHdQ/hodRVDTtc0jV2kXTNUsr1o/vi2uEkKfXaTinWOsaXqkk0en6lZ3bwnbKtvOshjPowBOPxrjNS7RWTZeKPD+pXosrDXdMuro5/cQXcbvx1+UHPFa1ABRRRQAUUUUAFFFFABRRRQAVznjf/kA23/YV07/0shro65zxv/yAbb/sK6d/6WQ0AW/FEfm+HLtPXZ/6GteSX1s8LZ5FeteK5hb+GruU9FKf+hrXm97It5Evl8kmvdyttUn2v+iOHE/GbXhu9/0ALIfzqLU9ZkaUpE2FB7UtlpssFiTgj5c1z8xZZjuz1reFGlKrKotzNzlyqPQ6awvZmjDFia14Z1nXDEbq5O0vVSIJnmtWwlMsowawxWFhUTui6NaUGmjXVGjl3EcVYJOAR0pVXC4NBwBivBpUvZz01R6dWt7WKb0Yg+bg1Uv38mAKvGTVqqN+rSAcdK7aFKLrKTOWdSSpuJgXUvXms8zsp3KeavXMD7zkcVmOCrEV9BBKx57Ny31tkttrHkCsO4u3nnJY8E1q6bpbTpuI4NZOr28kFyFVCAPQVNNU1NqO5Tu1qPBIXIPNamnao9spBJPpWDHIxwtdHpekG4QO+QMZ5or8ig/abBBSb93cydW1KW7fBY4rHkRmrb1bTnt52+U7e1ZoG3g1rTceVcuwne+pZ0yZ4HXBI5rtYp2mhU+1cXZxGWZQo713VpbeXbop64rhx0oRSb3NKSbdkQCMg5qQkbatNGNhx1rAmvTHcmE9c1yUX7fboaTXJuW7m9+zwPg81ytzcyTSFi1dHLZS3cJwKwbiwa2yX7V34dQV0tzGd3uZ3zCUEmuh069aJlGfl71z5ffJx0rYsbZrmP5e1dFVJx94lXvoS6xqztuRW+Wqmi3bfalXPU1BrVtJDjjgdag0Rwt6pb1qYwiqVohd3uz0WPlRUtMjA8tT7UjNzwa+Wr1Emz1aNNyHOMoRXCa1ZsLtio967tTmqc9hHPJuZc12ZdiY027mOKpNs8+W3kQb8EVGJCzfNzXoFzpkTWxVUGcelcTf2b20xyMc+le5QxMK2xxTg47m74ejAuLZgOfNX+ddb4B/5J34a/7Bdt/6KWuI8P3n/EwtYv8Apqg/UV2/gH/knfhr/sF23/opa8jNE1UVzqw3ws6KiiivMOk+ft2NQ1Yf9RW9/wDSiSn76rO2NT1cf9RW9/8ASiSl319bhv4MPRfkebU+Nmv4TTU5/HtuulXdpazjTbks91bNOpXzIMjaroc5xznt0r2WESxaaP7Unt5HWM+fKsflxkdztZmwMepNeR/Ds5+I0X/YKuf/AEbBXsksUc0TxSoskbqVdGGQwPUEdxXz+Y/7zL5fkjtofw0eTeMVv4NXvSs1lPcy6FqCaeNMjMUkKbVY+aMsX4ACsCoDZ+XnjcgOkr4u8HnQjbiIadceYbfGPsuxNu7Hbftxnvn3rsNO0PSNHMh0zS7KyMn3/s1uke767QM0tlo2l6Y8z2Gm2do05zM0ECxmQ/7WBz+NcRqcVpkUvg/U/Dmk2OuLqljfSyQfZXji3xpseTzUZADtBUA7t33hzXodZ2n6Bo2kzPNp2k2FnLIMO9tbJGzfUqBmtGgAooooAKKKKACuZ8X3M2n2y339ualp0CqV2WOnrdbmwTlh5bkDj/ZHvXTVkarZa5cXAbS9ZtrKEx7WSax887sn5lO9cHkcEEcUAcXNq/iy7t9HvmfVI7KXSUnum0OG1nHnk5P+tDZG3smfxrYn1i71q/0HS9D1l4oLzT5NQl1FYY2lkjUxqoCsuwFjJk/LxjAA7Wbfwxq+laXaaXomvx2tnBAIj9osRNIWyS0gbeoBOehUgY6Uh8F/YbXRRoWomyu9Jt2tYpp4fPWWJtu4SLlcksitkEYI9OKALnhHVLzU9LuE1B0kvLG8mspZUXaJTG5AfHbK4JHrmsfxnr9nJDb6WsOoC4Gr6eN7afOIeLuI/wCtKbP/AB7np1ro/D+ipoOl/ZfPe5mklkuLi4cAGWV2LM2BwOTwOwAFUPG//IBtv+wrp3/pZDQA/wAbJ5nhC+X18v8A9GLXH6BZw+SDJhmHSu08YY/4RW9z0/d/+hrXlsF89vMCjkLmvby+Lnh5JPr+iOLEO00ejqAI8EDFc7rGjM8hlhAwe1aumXq31mCD8wq1Iyqm0kZrhpVK1DEuNjonGnOipX1OIh02Y3Coy4ya62xs47KJSwG81z2raqbCfeoBGa09J8QQahGFk+V69DHLEVKN6Zz4d04z982y20Z7VBJeRq2CwrK1nWRADFF19a5WTUZy+SxrLDYBzipTHVr+81HY9HRgyAg5FB2twRXH6VrcququeK66NlkQSL0PNcGMw1TDy5k9DpoVYVFyyIZrNJOgFZjaJvuNxA2itlX3syngUhKIfmkxVRxOIpvlirk+xozV27DURbaEKoGarXdlFfREkAMKuAxP/FmkZRHExFc0J4iNdT2ubyVB0eVdDmbbRkW8HmEYBreut0MASIYArm7i+kjuzzjmuhsbj7ZaENyQK9HNaVWdHmvsc2AqQhVV0J5Saja7JgN4HWsmXwuWbKOMVoKWglI5wTV6Nt2CDXlYTM61GPIj0sVgKc5c60uUNO0VLM5bBNWbvU7ezOHcACjV7v7FYNIOvavLNT1Ke6uGYscE17mGoyxa9rV2PIm/ZPkieoxa3ZTD5Zlz9aoixW71ATAgrnNeWLdSxuCGI/Gu38H6q80vlOT+NdMsGsPCUqRDqObXOduMR4UDis7U9M+3RERkZNXpSdxFMQkHrXzFLGVKVRyR7EsJCpTS2Ocg8Kyq2WcAVv2OnxWUW3OTnJNTNJjvUZlrevmtWorbEU8uinfch1HS0vYiBjNZFt4aaG4V88A10cLE1NkCtqGZVIwsYVsHFT0I2OyMKOuKq/PmrbjvUJznpXlVm5Suz0cPaMbII2I61N5lQEsBwtRqzk8rgVCm46Fump6lky4NVrm0trsYkTB9afnnmpNoK1tSxFWm7wZlUw9OStJFOz0axgvoZUzvV1I+ua1fAP8AyTvw1/2C7b/0UtVIl/0qH/rov86t+Af+Sd+Gv+wXbf8Aopa6FiKlfWo72OapQhSsodToqKKKZkfOM7Y1bWB/1Fb3/wBKJKTfUV22NZ1kf9RW9/8ASiSmb/evr8L/AAIei/I86p8TOt+Gxz8Ro/8AsFXP/o2Cvaq8R+GLZ+Iyf9gq4/8ARsFe3V87mP8AvMvl+SOyj8CCiiiuI1CiiigAooooAKKKKACiiigAooooAK5zxv8A8gG2/wCwrp3/AKWQ10dcv4/uIbXwzFcXEqQwxanp7ySSMFVFF3ESST0AAzQBc8Yru8K3o/3P/Q1ryCWJw3Fek674z8HXuh3kH/CU6OWMZZQl/FksvzAdfUCvM28RaCzDGs6f/wCBKf417mV1YxpNN9f8jixMXzJo6LQLmWEHOdoFaL6qrOctis3TPEHheK0YSeItJV29byP/ABrJvNc8PLKfL17TGHtdxn+tb+0o1Kj1MuWaQ7xFcLK42nIArKsbl4ZQyE5qLU9a0NkHl6xYOT1xcof61f0f+xo7lWvNf0ONAef+Jpbn+T11e3owhrJfeJQk+hdZpJhufOfeonTC5NbVzf8AhUj9z4k0Qn0/tGH/AOKrJur3R2AEevaIf+4pb/8AxdZQxlGX2kgdKa6DrcgMPrXdadL/AKEuegFcJaXmjiZTN4g0NVB5P9qQH+T10v8AwknhqO08qPxLohP/AGEYf/iq5cZWpTSipJmlOE072NKa7CE4rFvLyQyZDHFObVvDkkY/4q7w6pI6HUY8j8jVdrzw63Xxh4b/APBilTSrYeH2glCo+g+DVHiPJrdsdSS6GxutcrJJoLH5fGPhn8dSSpbO70S2lDHxl4Zx7aklVVnhqi+JXCMKkXsa2qadEZPNHFLYXsdmhFVb3WNBuVCr4w8NgAd9SSobWfwv5Z+0+ONARs8CO8jcY+pYfyqVXouny1JXD2c+a8Ub8V9a3rbDtVz0NTIpibac8VzaHwik4lX4gaKCDkf6RF/8crcTxH4QWJUfxpojMP4vtcQz/wCP14+Nw+HdpUHr2PTwuIqx9yrsV/E0bS6Vlecc15fLwxr1eXX/AAZPbtDJ4x0QqR/z+Rf/ABVcrdaT4IuJWdPH+ixgnp58R/8Aalerl2NpUqKhUdmjixFKUqjlHVHFEjPIro/CsbnUEKg4zWlaaJ8P03/bfHumzdNnk3kMePXOWbPb0re02f4daWQYPF2mk+r6jAf5V1VcyocrUXf5GXsJm7IMqPpUK8Gmt4n8Dt18W6T/AODCH/Gm/wDCSeBs/wDI26T/AODCH/Gvk6lKUpXR7NOtGMLMcw9agZwCMVK3iTwMwwfFuk/+DCH/ABpia/4CWQM3ivSXH91tRiwfyNZuhN7G8cVTS1LUGSoqUr8wyaiXxZ4DQYXxLogH/YRj/wDiqD4r8Bk5PiXRM/8AYRT/AOKrop0YpWmclSu3K8Cc8rxTVTHJqMeLfAgGB4l0T/wYx/8AxVH/AAl3gX/oZtE/8GMf/wAVVuEea/QzVSSjYcZFBxilDRt7VEPFfgIMG/4STRMg551GM/8As1S/8Jn4F/6GLw//AOBkP+NbSVFrYzUqie4jRZORTgMDml/4TXwOOniTQP8AwNh/xo/4TXwP/wBDJoH/AIGw/wCNc3skndG/tpNWZFMF8tvpVnwD/wAk78Nf9gu2/wDRS1A/jPwOUb/io9APH/P5D/jU/gHn4d+Gv+wXbf8AopaqEOW5NSfMkdFRRRVmZ8y3zY1zWh/1Fbz/ANKJKi3+9VtX1G0tvEmuRTXUMcg1S8yruARmdz0qp/a+n/8AP9bf9/R/jX1mGqQVGCbWy/I4ZxfMz0H4WNn4jL/2Crj/ANGwV7lXgnwgu4Lv4isYJo5Qmlz7ijBsZlhxnH0r3uvAzBp4mTXl+SOqkrQQUUUVxGgUUUUAFFFFABRRRQAUUUUAFFFFABWZ4j0ttc8MarpMcixve2ktursMhS6lQT9M1p1z2v6vqNvq2maNpC2ovb5ZZTNdKzxwxRhdx2qQWJLoAMjqT2oA3ljUKBtXgelLsT+6v5VjeGNZuNYsbkXsUUV9ZXclnciEkxl0x8y55wVKnB6ZxW3QA3Yn91fyo2J/dX8qdRQA3Yn91fypGjUqRtXkelPrgfDHjDUdS1KKLVtQ0+0Z2nxYtpdxDI6oWA2TPJsc4AY7VPGenWgDqvDuknRfDOlaVKySyWVpFbtIq4DFECkj8q0tif3V/KuH03xbrc0Wh6vfW9iuj63OsUEUQcT24kBMTOxO184AIAGNw64ruqAG7E/ur+VGxP7q/lTqKAG7E/ur+VGxP7q/lVXUxqRsiNKe0S6JGGulZkA78KQT+YrlLbxhqd54N8M3kEFp/bGutHGisGEMTFGkdiM7iAqNxnJOOaAOi0DSDo+nS20jJIz3lzcBlXGBLO8gH4BwPwrT2J/dX8q4qXxjqen2Oq2l5bWk2tWd3b2kPk7khuGuCoibBJKjLHcMn7pwea1NG1fVP+Egu9C1oWb3UdtHdwz2aMiSRszKQVZmIZWX1OQw6UAdDsT+6v5UbE/ur+VOooAbsT+6v5UbE/ur+VEm/wAtvL2+Zg7d3TPbNclpmv641v4qi1BLCS90dsQ/ZYnCPm3WUAgsSeWxxjOKANrS9IOn6jrVy7I66heLcIoX7gEEUeD+MZP41p7E/ur+Vcb4R8U3eq7zqup2HnJaC4kso9MntJoumT+9c71HIyBjOOai0zxZrkiaDqmo29imk67IscEUIfzrfejPEXYkq+QuDgLgsOtAHb7E/ur+VGxP7q/lTqKAG7E/ur+VGxP7q/lTLnzxazfZRGbjY3lCUkJuxxuxzjPXFc3ZazrNp4oj0bWX064E1lJeCWyjeMwhGVcOrM2Qd3DZH3TxQBqQaQYfFF/qxZDHc2dvbrHt5UxvMxP4+aPyrT2J/dX8q4fTfFutzRaHq99b2K6Prc6xQRRBxPbiQExM7E7XzgAgAY3DrikfxhrItZfECwWP/CPxagbMxFX+0NGJvIaYNnbw+Tt2/dHXNAHc7E/ur+VGxP7q/lTqKAG7E/ur+VGxP7q/lTq5L+1/EOma9pFnqx0q4j1OWSIR2cciyQFY2fdlmIdRtwThcbh9KANjVNIOoajotyjIi6feNcOpX74MEseB+MgP4Vp7E/ur+VcJaeLtTl8VT2F7f6fYW66i1rBDPpdxuuEGMbZzII97cgDB6dDU+qeJ9dEuv3Wk29g+n6Eds6ThzLdOsayyKjAgJhWABIbJ9BQB2mxP7q/lRsT+6v5VHa3Md5ZwXUJJimjWRCfQjI/nU1ADdif3V/KnAAAADAHaiigAooooAQopOSo/Kk2J/dX8qdRQAgVR0AH0FLRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAVz2v6RqM+raZrOkNam9sVliMN0zJHNFIF3DcoJUgohBwehHeuhooAxPDGjXGj2Nyb2WKW+vbuS8uTCCIw74+Vc84ChRk9cZrboooAKKKKACuQuNG8Q69f6X/bSaVb2dhc/aj9jlkledwrKB8yKEX5iTyxPSuvooA4XTfCWtwxaHpF7cWLaPok6ywSxM5nuBGCIldSNqYyCSCc7R0zXdUUUAFFFFAFTUX1BLJ20uC2mu8jal1M0SEZ5yyqxHHtXEaX4S8R2vhTQ7KY6VHqWgSxvZvHPJJHOAjRusmY1KZVz0DYOK9CooA4iXwdqeoWOq3d5c2kOtXl3b3cPk7nhga3KmJckAsMqdxwPvHA4rU0XSNU/4SC713WjZpdSW0dpDBZuzpHGrMxJZlUlmZvQYCjrXR0UAFFFFACNu2naAWxwCcDNcZoum+LrHWddvri10Nf7TdZlEd7K/lyJCkaggxLlSUBJyCM9DXaUUAcrBomsap4it9V15dPgjtLWa3it7KV5TJ5u3cXdlXjCDCgd85qhpnhTXI00HS9RuLFtJ0KRZIJYS/nXGxGSIOpAVMBsnBbJUdK7migAooooAhvDciynNkIWu/LbyRMSEL4+XcQCQM4zgZxXK+E9G17T5bhtctNMlnvAWvL+K+klllboFCGFQqAEgKG49ySa7CigDhdN8Ja3DFoekXtxYto+iTrLBLEzme4EYIiV1I2pjIJIJztHTNI/g/WTay+H1nsf+Efl1A3hlLP9oWMzee0IXG37+Ru3fdPTNd3RQAUUUUAFcV4f0nxTba9Lqet2mj3FzcEo91Ffyk28OcrHFGYQAOmfmyx5J6AdrRQByWtaR4j8Q/8AEtu10q30v7XHMbiKWR52jjkEiqEKBVY7VBbccc4FVtU8Ma6ZdftdJuLBNP107p3nLiW1Zo1ikZFAIfKqCASuD6iu2ooAhtbaOzs4LWEERQxrGgPoBgfyqaiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigD//2Q==",
+      "text/plain": [
+       ""
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# Get the file path or URL of the LST raster\n",
+    "LST = rio.open_rasterio(run.output[\"lst\"][0].raster_asset.path_or_url)\n",
+    "mask = process_buffer_geometry(geom, LST)\n",
+    "\n",
+    "# Plot the masked data within the buffer area\n",
+    "plt.imshow(mask, cmap=\"coolwarm\")\n",
+    "plt.title(\"LAND SURFACE TEMPERATURE BAND\")\n",
+    "colorbar = plt.colorbar()\n",
+    "colorbar.set_label(\"Temperature (Kelvin Degree)\")\n",
+    "lw_plot()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 38,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/jpeg": 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",
+      "text/plain": [
+       ""
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# Get the file path or URL of the raster\n",
+    "landsat = rio.open_rasterio(run.output[\"landsat_bands\"][0].raster_asset.path_or_url)\n",
+    "bands_id = run.output[\"landsat_bands\"][0].bands\n",
+    "NIR = landsat[bands_id[\"nir\"] : bands_id[\"nir\"] + 1]\n",
+    "NIR = (NIR * 0.0000275) - 0.2\n",
+    "NIR_mask = process_buffer_geometry(geom, NIR)\n",
+    "\n",
+    "# Plot the Green Band within the buffer area\n",
+    "plt.imshow(NIR_mask, cmap=\"hot_r\")\n",
+    "plt.title(\"NEAR INFRA-RED BAND\")\n",
+    "colorbar = plt.colorbar()\n",
+    "colorbar.set_label(\"Wavelength (Micrometer)\")\n",
+    "lw_plot()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 39,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/jpeg": 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",
+      "text/plain": [
+       ""
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# Get the file path or URL of the raster\n",
+    "landsat = rio.open_rasterio(run.output[\"landsat_bands\"][0].raster_asset.path_or_url)\n",
+    "bands_id = run.output[\"landsat_bands\"][0].bands\n",
+    "Green = landsat[bands_id[\"green\"] : bands_id[\"green\"] + 1]\n",
+    "Green = (Green * 0.0000275) - 0.2\n",
+    "Green_mask = process_buffer_geometry(geom, Green)\n",
+    "\n",
+    "# Plot the Green Band within the buffer area\n",
+    "plt.imshow(Green_mask, cmap=\"Greens\", vmin=0, vmax=0.175)\n",
+    "plt.title(\"GREEN BAND\")\n",
+    "colorbar = plt.colorbar()\n",
+    "colorbar.set_label(\"Wavelength (Micrometer)\")\n",
+    "lw_plot()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "6. Similarly, the above executed workflow retrieves land surface elevation data of the area, which can be viewed by executing the cell below."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 40,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/jpeg": 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",
+      "text/plain": [
+       ""
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# Get the file path or URL of the DEM raster\n",
+    "DEM = rio.open_rasterio(run.output[\"dem\"][0].raster_asset.path_or_url)\n",
+    "mask = process_buffer_geometry(geom, DEM)\n",
+    "\n",
+    "# Plot the masked data within the buffer area\n",
+    "plt.imshow(mask, cmap=\"Greys\", vmin=1000, vmax=1200)\n",
+    "plt.title(\"LAND SURFACE ELEVATION LAYER\")\n",
+    "colorbar = plt.colorbar()\n",
+    "colorbar.set_label(\"Elevation (Meters)\")\n",
+    "lw_plot()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Stage 2: Indices Generation\n",
+    "\n",
+    "### 1. NDVI Index:\n",
+    "\n",
+    "In this stage, the workflow generates Normalized Difference Vegetation Index (NDVI) layer by applying another operation that separately retrieves Landsat 8 imagery bands and utilizes NIR and Red bands. \n",
+    "\n",
+    "This index holds significant importance as a monitoring tool for vegetation and irrigation. It has been extensively studied as a diagnostic indicator for assessing the phenological development and health of crops. Due to its relevance in evaluating crop health, this index has been incorporated into the Irrigation Classification model to maximize its benefits. \n",
+    "\n",
+    "The NDVI layer can be viewed by executing the cell below.\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 41,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/jpeg": 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",
+      "text/plain": [
+       ""
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# Get the file path or URL of the NDVI raster\n",
+    "NDVI = rio.open_rasterio(run.output[\"ndvi\"][0].raster_asset.path_or_url)\n",
+    "mask = process_buffer_geometry(geom, NDVI)\n",
+    "\n",
+    "# Plot the masked data within the buffer area\n",
+    "plt.imshow(mask, cmap=\"YlGnBu\", vmin=0, vmax=1)\n",
+    "plt.title(\"NORMALIZED DIFFERENCE VEGETATION INDEX LAYER\")\n",
+    "colorbar = plt.colorbar()\n",
+    "colorbar.set_label(\"No Unit\")\n",
+    "lw_plot()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### 2. Green Index:\n",
+    "\n",
+    "The workflow utilizing the retrieved NIR and Green bands creates a Green Index (GI) which is a ratio between NIR and Green Bands.\n",
+    "\n",
+    "GI is described as the most sensitive index to crop phenological development. This is due to adequately high absorption of light in green spectrum which generates high GI to chlorophyll content. It also does not have the issue of index saturation. To exploit this quality of GI, it is included in the irrigation classification model.\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 42,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/jpeg": 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",
+      "text/plain": [
+       ""
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "GI = NIR_mask / Green_mask\n",
+    "\n",
+    "# Plot the masked data within the buffer area\n",
+    "plt.imshow(GI, cmap=\"Greens\", vmin=1.0, vmax=13)\n",
+    "plt.title(\"GREEN INDEX LAYER\")\n",
+    "colorbar = plt.colorbar()\n",
+    "colorbar.set_label(\"No Unit\")\n",
+    "lw_plot()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### 3. Cloud Water Mask:\n",
+    "\n",
+    " The workflow creates a cloud water mask that utilizes the QA_PIXEL band of the satellite image and NDVI layer. This mask is employed to identify and remove pixels contaminated with cloudy area and water bodies from the satellite image during the application of irrigation classification model.\n",
+    "\n",
+    "The cloud water mask generated by workflow can be viewed by executing the cell below.\n",
+    "\n",
+    "*Note: Pixels with value 0 are the ones contaminated with cloud and water. Pixels with value 1 are the pixels with clear sky and without water bodies*  "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 43,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/jpeg": 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+      "text/plain": [
+       ""
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# Get the file path or URL of the Cloud Water Mask raster\n",
+    "Cloud_Water_Mask = rio.open_rasterio(run.output[\"cloud_water_mask\"][0].raster_asset.path_or_url)\n",
+    "mask = process_buffer_geometry(geom, Cloud_Water_Mask)\n",
+    "\n",
+    "# Plot the masked Cloud Water Mask within the buffer area\n",
+    "plt.imshow(mask, cmap=\"binary\", vmin=0, vmax=1)\n",
+    "plt.title(\"CLOUD WATER MASK\")\n",
+    "colorbar = plt.colorbar()\n",
+    "colorbar.set_label(\"No Unit\")\n",
+    "lw_plot()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### 4. Evaporative Fraction Index:\n",
+    "\n",
+    " Another index that is generated by workflow is the Evaporative Fraction (ETRF). The incorporation of the ETRF index into the classification model helps in considering soil moisture stress, as well as the exchange of energy and mass between the vegetation surface and the atmosphere across both irrigated and non-irrigated areas. The ETRF index offers a comprehensive evaluation of soil moisture availability in meeting the evaporative demand of the atmosphere over the vegetation surface. Notably, the thermal signatures exhibit distinct characteristics indicating stress caused by either insufficient soil moisture in non-irrigated surfaces or adequate soil moisture in irrigated surfaces.\n",
+    "\n",
+    " The ETRF index generated by workflow can be viewed by executing the cell below."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 44,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/jpeg": 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+      "text/plain": [
+       ""
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# Get the file path or URL of the ETRF raster\n",
+    "ETRF = rio.open_rasterio(run.output[\"evaporative_fraction\"][0].raster_asset.path_or_url)\n",
+    "mask = process_buffer_geometry(geom, ETRF)\n",
+    "\n",
+    "# Plot the masked ETRF within the buffer area\n",
+    "plt.imshow(mask, cmap=\"YlOrRd\")\n",
+    "plt.title(\"EVAPORATIVE FRACTION LAYER\")\n",
+    "colorbar = plt.colorbar()\n",
+    "colorbar.set_label(\"No Unit\")\n",
+    "lw_plot()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Stage 3: Irrigation Layers Calculation\n",
+    "\n",
+    "### 1. NGI Layer:\n",
+    "\n",
+    "NGI layer is derived by multiplying NDVI and GI indices, and is purely related to crop phenology. It provides a distinction between cropland that is irrigated and cropland that is not irrigated.\n",
+    "\n",
+    "The NGI layer produced in this workflow can be viewed by executing the cell below."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 45,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/jpeg": 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",
+      "text/plain": [
+       ""
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# Get the file path or URL of the ETRF raster\n",
+    "NGI = rio.open_rasterio(run.output[\"ngi\"][0].raster_asset.path_or_url)\n",
+    "mask = process_buffer_geometry(geom, NGI)\n",
+    "\n",
+    "# Plot the masked ETRF within the buffer area\n",
+    "plt.imshow(mask, cmap=\"YlGnBu\", vmin=0, vmax=10)\n",
+    "plt.title(\"NGI LAYER\")\n",
+    "colorbar = plt.colorbar()\n",
+    "colorbar.set_label(\"No Unit\")\n",
+    "lw_plot()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### 2. EGI Layer:\n",
+    "\n",
+    "EGI layer is derived by dividing ETRF index with GI index, and is related to both crop phenology and soil water stress. Therefore, in addition to classifying irrigation based on long term cumulative vegetation development difference as NGI layer, EGI layer can also classify irrigation based on short term soil water stress difference between irrigated and non-irrigated crops. The short term ability based on soil water stress enhances the implementation of irrigation classification model in humid climate and wet growing seasons as well.\n",
+    "\n",
+    "The EGI layer derived by the workflow can be viewed by executing the cell below."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 46,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/jpeg": 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tuf8AkMaz/wBhW9/9KJKZipLn/kMax/2Fb3/0okptfoOC/wB2p/4V+R+nZfL/AGSl/hj+SOm+GX/JRk/7BVz/AOjYK9k1Cxg1PTbqwul3W91C8Mq5xlWBBH5GvHPhn/yUZP8AsFXP/o2CvbK+Qzj/AH2fy/JHw+eO+PqfL8kclZeEdSiuba4vtf8Atcun2slvp7C0CeUXUL5knzHzHwAP4RyeOatar4L0jXrJRrNjY32pC1Fub6a0UvnB+YDt8xLYB4zXR0V5p5JyMXgZNP0jQoNHu4rC+0dCsVwLUNHLuULJvj3DO4gNwwOQOaX/AIQnGjrCNTkGqrqB1P8AtDyRzcHIJ8vONmw7Nufu98811tFAGLoOhS6XPf3t7ei91G/kV55li8pAFXaiKmThQM9STkk5raoooAKKKKACiiigAooooAKKKKACuS+JJx4NY+l/Y/8ApVFXW1yXxI/5E5v+v+x/9KoqqHxIxxP8Gfo/yOfDAikZgBnNLgegpoxk45x+lfSn4xFRvcGAcDnB9RULmROgLfQVZzxmimnY0p4jk3V12Ka3O6RYySsjdF2nn8atgHHJyaWihtPYMRXhUtyR5fx+7RW/H1CiiipOYKAMCiigY1gxxg471EZ9rMGUjb2HcVJIrkZjbaw9ehqrcXXlqVmiIPqOR+Bq4xuejgsO67UYx5vJaNf5/wBbFjzVEaspyD6UhZHdh14qpbOyyF423RH7wPBHvirB4ct69KpxszorYKNCo439O9+zVt1/wR3kQyLgqOKqz6VBJ8yxqHHRgOQasZIIIqVZMj5hg0KUo6phTxmNwklOhUf3mdaNJp1z58atay9PPhO3POcEDqMgcHINbGs6xaNpZvWiEWognzIY42ZJzlRuDchRjJwec5HPUwMqSKVyMHtVMO9pdeW6s0cp+U9lPAx/WhqNSSk1qvx8v6+Vj3MNm6xl4YmmqiWvI21e38resXa97braxoW2m3sEjQNfabo80rDz4kv9k6jsSE4JwcgZ79s10+nTaV4hthby3a3l9DGA9wLdrd2HIDAN1xnkcjJ6DIFcuAAMAYFMmjd4z5MrwTAHy5Y2KshxjII5rmq0va7uz7r+r2+f3m9HirBzthp4flpSaveTnbztJN2t0T6dbI0tY0e60y4LxqZbIgfvjgYYkjaRn0xzgAk1nJJvYjBGOxroPCWtvd6dd6drUiGa0TLPMRiSDGCxJPzY5BJHQrnJJqnqmlLZNHNaO09lMu+OQAuFXjAL9CPmGCTk++MmIVZRm6NXddejI4h4fp0KTxWEinCy21Vt+ZPW6tv29Ns6g9KTNDHAzW58Ok72FoozmigkKKKKAA5wcde1Iu7ndj2xS0UFX0sFFFFBIUUUUAelP/q2+hrn/AP/ACTvw1/2C7b/ANFLW8JEmthKhyjpuU+oIrB8A/8AJO/DX/YLtv8A0UtfMn7immro6KiiigZ84XH/ACF9Y/7Ct7/6USU3FPnH/E31j/sK3v8A6USU3Fff4L/dqf8AhX5H6NgZf7LT/wAK/JHS/DT/AJKNH/2Crn/0bBXtdeK/DX/ko0f/AGCrn/0bBXtVfJZv/vk/l+SPjc5d8dP5fkgooorzTywooooAKKKKACiiigAooooAKKKKACiuV8Za/qeiz6VHp/lRx3Uki3E8lhNd+UqpkHZEwbk4Gfeqq+JtSvk0Sw0e90q9vtQinuHvhBILdIomCnEW/du3Oq4L8ENn0oA7SuT+JH/InH/r/sf/AEqirS8MazPrOnTm8hjivbS6ltLlYiShdDjcuedpGGGeRnFc18RPEWiS6K2kx6xYPqQ1GyU2i3CGUEXMRI2ZzwAT0qofEjDE/wACfo/yKVFFFfSH4oIQCMHpTJA6/NGAT6HvUnPNFO5pCbg77/kIpJUFhg+lLRRSIbu7hRRRQIKKKKAGq27PBGDjmlZVcYYAj3paQ8d8Uy7+9eOg1YY1+6ij6Ch0yoI6jpTWmCTJG+AX+6c9TUtN3WrNZyrQcZzb11V9b/1sQAEk9MZ6elOC/Ng08opPofanYouVLEX2IyuGGPWnOiyLtYZFDA5GOmadSuZyqS92SeqKsifZyjqzBN3zDOQAeKsg5AIOQaUgEYPIqum21GxuIyflOentVfEvM3cvrMEnrNfiv81+K9NdGwvpNOvFuYlVmAKsrfxKcZGe3Qc+34Vp+H9BVJ7kW94Z/D1xFhbGZyWt5dwbA9MZJyCDyDzgNWECCPlIP0p8E81vKJoJGjlHG5TjjOce44HB4rnq05STUXZv+l810Z7uRcR1sshPD1FzUpbrqvNX/r8bs1xP7A1JbK5LyRzDdbzBcbxnG09tw4zj1B4zgMjkEqZxg91Patq9fT/Fmmmy1jy7W8Ribe5QcKeucnp0wQTg8YOcYtSeCvIt0Sx1CQlAeLpQ5c9huXGB74b9KSxNOEFGrpLr29V/W57OYZDgMfh44jKpLnfxK+i812v2drPay0Oe2j0oAYHrkVJNDNbS+RcxGGcKGMbEE4PuOD+HoaZW176o+DrU6tGbp1VZrdMM4pAQRkUtIVB69qZkrdRaKYQd6/McelV5I5txKuXHp0xTSv1Oijh41HZzS9S3RVNJWX7wcY7YqwjszcqFGM470OLRVfBTpavYkoooqTjPQbH/AJA9t/17r/6CKyPAP/JO/DX/AGC7b/0Uta9j/wAge2/691/9BFZHgH/knfhr/sF23/opa+bn8TP2vC/wIei/I6KiiipNz5yn/wCQtrH/AGFb3/0okpKdN/yFdY/7Ct7/AOlElJivvsF/u1P/AAr8j77BS/2an/hX5HR/Db/ko0f/AGCrn/0bBXtVeE+C5NTh8ewtpVpa3Vx/ZtwGS6uWgUL5kGTuVHOc44x3616v4hvtTsvAWr3/AJUcGpw6fPKqwSGRUkVGI2sVUnBA7Cvk82/3yfy/JHyebu+Mn8vyRv0V55p+lWHh7xL4S/sZfL/tG2mS8ZWJ+1KsQcSP/eYNj5jz85Heug8WaHFqtoky+HtO1m7jyqR38vlqikHJU7G5yB2H1GK80806OivP9Nh0C4+FljqXiC1h1WDTLWRma/gWRkZCQ6jcW5BXaOTnA5NV7L4fvcfDbTNJENhbXL3aaldQTW++DeWLtGYwRlRkJjI4WgD0iiuT8EtHaNq+hjTNNsJ9OuV83+zYvLgm3xqyuF6q2MAgk9Bya6ygAooooAKKKKACiiigDN1Z9bjMJ0e30+cfN5q3k7xY6bSpVGz3yCPTmuVtPB2s6TNaavZXFhPrCzXcl1DKXigkW4ZXZVYBmXayJgkHPOcZ47yigDF8MaNPo2nTi8mjlvby6lu7logQgdznauedoGFGeTjNZnxIUf8ACIE4Gft9jzj/AKeoq62uT+JH/InH/r/sf/SqKqh8SMMT/An6P8jn6KKK+kPxQKKKKACiiigBpRWZWI5XoadRRQNybsn0CiiigQUdaKbI2yNmxnAzimVGLlJJblWW1gkGx1LbZN67eqmrnaq1lC0UZZ2JdzuOas5qpvW1ztx1WTn7Hnc1HZ9L6Xsumv37jS3PTpSgDJPrUXmKXLLzxTomLBs9mpNGU6MoxvaxIc9jRRRUnMFNdQ6FT0IxTqKBxk4tNbogZWiw/mE8gEY4xU9NdA6FT3qNZCmVmdQc8Hpuqt0dLvXhdfEultbfLsTVastSu7B8wSlVzkoeVPTt+HXrVRTkZByPWlqJRUlZoyp1alCfPTbi12OlGu6brTx6df2cqPI4K85XOeCGBB9AeO+OnNUdT0A6ajPHdiZApcRyD97tG0E8cMAWyTgADH1rElhWZAsgzg5BHUGuj8P6vLLA2kXaC4mMcjRS3E2RcEknY2QSOD2DcAnAxiuWdN0FzUtuq/VXPusBisNnlN4bGW9pbTo9t0/xa/Tbn1YOoYHIpa0dds4rHVpI4VREdRIqJ2B4PHbkGszJDYxx610wkpxUl1PisZhZYfETov7LYjg71x70wkgcGpG+8v1prJnpWiYqU0rKX9asbGQKlHrUSqd3IqVRtFDDEct7pi0UUVJynoNj/wAge2/691/9BFZHgH/knfhr/sF23/opa17H/kD23/Xuv/oIrI8A/wDJO/DX/YLtv/RS183P4mfteF/gQ9F+R0VFFFSbnzpKP+JrrH/YVvf/AEokoxSy/wDIU1f/ALCt7/6USUYr7zB/7tT/AMK/I+2wkv8AZ4ei/I6L4cf8lGi/7BVz/wCjYK9ndFdGR1DKwwVIyCK8Z+HP/JRov+wVc/8Ao2CvZ6+Uzb/fJ/L8kfMZo74ufy/JGDY+C/D+m+d9lsCnnQNbHdPI+yJuqJuY+WvsuBwPSn3XhPR7yK2ikiulS2hW3jEN7NF+7HRW2ONw/wB7NbdFeccBmS+HtJm0WPRmso106PZtt0JRRsYMo4IyMgEjv3zUuqaRZ6zbJb3qzFEcSKYZ5IWVgCMhkYMOCe9XqKAKGk6Lp+h2z2+nW4hSRzJISzO0jnqzMxLMeBySelX6KKACiiigAooooAKKKKACiiigArmPHsSz+GooWJCyanp6kjrg3cIrp65zxv8A8gG2/wCwrp3/AKWQ0J21FKKkmnszlqKKK+mPw4KKKKACiiigAooooAKDRRQMKD04GaKKAQwMS3XHqKSX7n40/HzZppAAw33TVG8ZR51JdAGEjAUZFJEMbgcZz2+gpikK+0tnFSgqC3I68/lQy6icU1vfX8R1FJvXONwz9aAQQCCCD0IqTmcWtWhHbaAB948CkCHqzEmkKkyhuoA4qTPrTNXLkilDruN2e5qOTPllXQSA9sVNTXIAznGKaYUqkuddf67rUzr1JbaM/YAqyyYATHAx3Aq0t0qIvnMFfaM5BXJ9s1YJHXB/KkO1uCM/UVTldWaO+pjo1qMKdendpu8vtPZWbs9EkrL1GJKkuTG6sR1waJUWdCpZkYEFXQ4ZGHIYHsQajlRA5KOY5SuB6H0zxS28jOh81dr8A+mfai3VEqm6VsTh21y2a6ST7+avs18zstSNlf8AhqDUdQEh8kK7zWqHdGcgOQDk7Bzkc8DPJANc9f2YsZ4kEyzxyxCWKZBhZAfTqPyJ4I9aig1K60w+ZbTMnOTHnKt0zlTx2xkc46EVq3MVl4l8OxafYyQ6VdxyebbQIQqlgGOAABkEFicDIPPPfhhCVBq792/3L/geX4H2UFgOIcPCFV+zr7c1tNrvRdN3bda221xdvXJzmiqdpdTedLZX0Rt7+A7ZY2/mPUHrV2uyUXF2Z8PmGAxGX4iWGxMbSX3Ps0+qfR9QopMEUBlbowP40jj5X0FopGBKkA844qON3yVkTbjoQeDRYuNNyi5Lp/XzPQ9NkSXRbdkOQIQv4gYP6isvwD/yTvw1/wBgu2/9FLV3Qv8AkX4Po/8A6EapeAf+Sd+Gv+wXbf8Aopa+cqq1SS82fsWXzc8JSm93GL/BHRUUUVmdZ87yf8hTV/8AsK3v/pRJRSv/AMhPV/8AsK3v/pRJS193g/8Ad6fovyPr8LL9xD0X5HQfDr/ko0X/AGCrn/0bBXs1eM/Dv/ko0X/YKuf/AEbBXs1fK5r/AL5P5fkj53MXfEy+X5IKKKK844gooooAKKKKACiiigAooooAKKKx/EniGPw1pUmozWF9dwxI8kotI1YxoqlmY7mUAYB70AbFFYup+JrbTUsAtpd3l1fgm2tLZFMjgKGY/MwUAAjJJHUetV28aaZ/YcGpRxXcrXFwbSOzSL/SDOCQ0RUkAMNrZyQAATnFAHRVznjf/kA23/YV07/0shq/omu2+uQ3BihuLae2lMNxbXKhZIXwGwQCRyGBBBIIPWs/xuw/sK2GRn+1dO4z/wBPkNAHL0UUV9MfhoUUUUAFFFFABRRRQAd6KKKAA9KaUViCQMilY7Rmo97Lg7cr7U0janCbV4kmctwenWgnkD1oBz070jfeT6/0oISu7CKwflenQ0kb73k4xggH8qeABnAxmoCzpcnYhdWxuPpxTWtzopQjV54x7aXfZosVVtzcGV97DywTtXbggdqs8kdMfWjgH60J2ViKVX2cJw5U+b529P8AMWiiipOcikk2uF9elRSsdhNOmXdMmOwpWIC4wD7Vouh6tFRgoSS1f+ZMpyoPqKWk5GABxUcjuo4FRa558abqStHqPdFkUqwyKjij/dNHIAwBI57infMqA5+tOX7zfWn0NVKcKbinpuvVPoRG2THy7iPTdUX2b7ORcWcjwXcXzQybj8p/HjB6EdwatMu7HJFKBgYp87OnD5risNKNSnUaad93+PR+g7XbePVNMsvEkq/ZmlRYrhok2lJVLAsSM5QkADPTCjvxRsJruQTRzx72iwTNGpMZU8Ak9AT71ZkaSNE8qaSILMsu1XIUuCCCV6HkDqOwrci8UXX2aSK9tbe7Vk2YJ2bxjB3cEHPsAOtZuU4U+WKv21tZdv6Z9fis0yzN6X+0Nwk9rq6i1a3K97W+JPR76PUxWXehVhwRg4NRutxJfTXlxdvM8uCxdVGMADsAOgHat03PhK7klee3nts4/jkRTxjgRtgdPQde/NZ97J4K0aSC7S3a785SEikkd402nBLK2SCQ3GQR8oxjqZhVbfKoSu/JfncMu4cnKlUo0sTeM94xhzt210V7p+mv5GVcapa2pJkuYmH90HLfpUkF3aX6fuZlfvgcEfga17u7bTL4Na6HptgftK2guFgTdA7oDkuD02tnO0jHBzTEvdYtGml/tDTJFvZ3jkS9kHlgqpXzG2oCFKxADnB3Djmr57xTivx/yT6eZ0PhXAVIQjSlONR7SlaKf/bjSe2t0/kdX4djWLw5Ai5x+8PJ9XY1U8A/8k78Nf8AYLtv/RS1qaayPpSPGtuqtvIFtN5sfLH7rYGfy46dqy/AP/JO/DX/AGC7b/0UtfO1m3Uk33Z9Fh6U6VKNOo7ySSb7tLVnRUUUVmbHzy3/ACE9X/7Ct7/6USUuKGH/ABMtX/7Ct7/6USU7FfdYP/d6fovyPp8PL91H0X5G98PP+SjQ/wDYKuf/AEbBXsjuqIzuwVVGSxOABXh/hGxuL/x7bxW2p3WnONNuWM1qsTMR5kHy/vEYY5z0zx1r1LxDpt7P4C1fTILme7vpdPnhjlkCh5HKMBnaFUEk44Ar5XNf97n8vyR4eOd8RL5fkS6R4s0TXbo22nXvmy+X5qq0Lx+Ymcb0LKA65I+ZcjketTar4g0/RXjS9a53SKWAgtJZ8AdSfLVsD64ri4Nd0rVtb8L3Gmygw6RZ3E1/tQ/6JH5IXy3GPlbdj5evyHjit7xF4h0ltMtl/wCEsGiNdRLcQXAEe6WMg4AEqkHOQcAbuB0rzzkL934t0WzsrC8e7eaHUDi0NrbyXBm+UscLGrHoCenappPEelwaINYuJpbezJ2g3FvJFIW3bQPLZQ+Segxk9s1xNhH4eXwT4ZPiO5fRHgErWjC5ktWJ+ZC+7O4F1bdtJz85HNQC9u38P6JquoS3NzpWneIGdbu4Q73s9siRzPwCQGdfmI5ADH1oA9D0nWtP1y2efT5zKkbmORWjaN43HJVkYBlOCDggdRV+uQ8J3EWqeKPEusWLiXTblraKGdfuTPHGQ7Kf4h8yrkcfKfSuvoAKKKKACiiigArmPiBcGPwPrFrHaXt1Pe2U9tDHaWsk7F2jYLkIDtGe54rp6KAOAN7Imp+HvESaXqslnb2c+n3Mf2CUTRM3lMr+UV3lcxlcgHqKpQabqdpHYeJJNMuyq69c6hJZLHunjgmjeJW2DksMqxUZPJ7ivTKKAOW8KRXFxq/iDW5bS4tYNQuIhbxXMZjkZI4lTeyHlcnOAcHAFUvGnh3RIoLfVo9HsE1I6vp7G7W3QSkm7iBO/GeQSOtdtXOeN/8AkA23/YV07/0shoA5ainSRvDK8TjDoxVh6EU2vpj8OaadmFFFFAgooooAKKKKACiiigBCARg0wZByRxTycdqCuepNM0hKys9hOHX5TinY6UwRICCB096fQ/Ic3H7DGAbWJyTmlAw7H1xTqT1ouJzbuLSEZ+vajA9KAAowBignRaoWiiikSJgUEAjpS0UDuxBwvrTWJznI20+imVGVndicjPOR6VEC6HcVyGPOOoqaihMqFXlumr3AHIzRjnNFFIzv2GSjKY9x/OmzuI4Sc4qQ4xzSbF3bsDNUmb0qkYuPPsnf12MV522v3UHnimG7aWMKSCFHAwK3sDngc9aoX+npKhkhQLKB24zXRCrFuzR9bl+d4GrVjTrUuXXSV72fnovvLkSjyk28DAPFPwe5yKZb/wDHtF/uD+VSVzPc+Rr3VWS82dvoIx4egA9H/wDQjVLwD/yTvw1/2C7b/wBFLVzQWVtAiAYErvBAPQ5J/qKp+Af+Sd+Gv+wXbf8Aopa+dr/xZerP13K3fA0X/dj+SOiooorI7j57P/IR1f8A7Ct7/wClElOxR/zEdW/7Ct7/AOlElOxX3GE/3en6L8j36Mv3cfRG78Pv+SjQ/wDYKuf/AEbb17HXjvw//wCSjQ/9gq5/9G29exV8vmn+9z+X5I8nFu9Z/wBdAooorzzmCiiigAooooAKKKKACiiigAooooAKKKKACuc8b/8AIBtv+wrp3/pZDXR1znjf/kA23/YV07/0shoAwNS/5Cl3/wBdn/8AQjVWrWpf8hS7/wCuz/8AoRqrX0kPhR+KYr+PP1f5hRRRVGAUUUUAFFFFACc0tFFA7iEZIpaKKAuFFFFAgpP4j9KWkx8xPtQUtmLRRRQSFFFFABRRRQAUUUUAFFFFABRRRQAyXdtG0ZII4/GnZPp+tKRmkIDdR3zTNOZcqi0Lz3pCG7ED6imNFubO9x7Bqa1ujsGYsSDkZPFPQ0hGle7l+F/zZKowoB6gVGY3EyuHyueVI6fSpaQkL19cUkyIVJxk3Hrpt3Ou8LDGjz8k/vW6/wC6KZ4B/wCSd+Gv+wXbf+ilqTwx/wAgef8A66t/6CtR+Af+Sd+Gv+wXbf8Aopa+fxX8aR+sZI75fSb7HRUUUVgeqfP2P+Jhq3/YVvf/AEokp+KaP+Qhq3/YVvf/AEokp+K+3wn+7w9F+R69KXuL0NvwB/yUaD/sFXP/AKNt69irx7wD/wAlGg/7BVz/AOjbevYa+YzT/e5/L8kediHeowooorzzEKKKKACiiigAooooAKKKKACiisvXPEOl+G7P7Xqtw8MHPzLC8mABknCAnAHOaANSisjU/E2laQtmbuWcm9ybdILSWd5MDJ+WNWPAOeRTp/Eel2ujR6tczSwWsjBE863kSRmJwFERXeWJ6Dbk0Aatc543/wCQDbf9hXTv/SyGtXStYsNbtDdafP5sauY3BRkZHHVWVgGUjjggHmsrxv8A8gG2/wCwrp3/AKWQ0AYGpf8AIUu/+uz/APoRqrVrUv8AkKXf/XZ//QjVWvpIfCj8UxX8efq/zCiio3mCdRVpXM4U5VHaKuSUVEswLbTwakBBJHcdaGmhzpTh8SFooopGYUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFIwyPvEfSlooGnZ3GbG/56v+Q/wpCWRTuYkeuKk7+9Ncbo2HqCKdzaNS7Sklb0QBQR1P5mmvCGZT6HkEmlhbdEpwQcd6juDiNlH8VNXvY0pKoq3IpWd7fodh4QZW0W42sSBOwyTn+FaXwD/wAk78Nf9gu2/wDRS1F4LUroVyD/AM92/wDQVqXwD/yTvw1/2C7b/wBFLXgYz+PL1P1zARUMNCMXdWOiooormOs8AX/j/wBW/wCwre/+lMlSUxf+P7Vv+wre/wDpTJUuK+2wn+7w9F+R3wl7qNjwGQvxGgyQP+JVc9f+utvXrF/fW+m6bdahcvttraF5pWHOFUEk/kK8c8K6Rpus+Pba21TT7W+gXTblxHcwrIoYSQAHDAjOCefevVNV0C2vPCN/4fs44rO3uLOW1jWJAqRBlIGFHYZzXzGZ/wC9z+X5I5KrvNmfpPiq9utSsLTVdFOnDUoGmsnFyJS20BijgKNj7TnA3Dg88VqaveaxalP7M0u1vE2lpGuL3yAuOwwjZ/HArmre28Rahqej3t9on2U6JbTNtN1G32u4aPYBGVJ2pjcctg8jjrWh4gSXVdOtbXUfBbatFJGsrwGaBhBNggqd7L0yRuXPU1wGZNbeI9R1fQdN1TRNGW4F5GXZbq7EAhx2JCuWyc4IGOM55FZ974++y+FYtXGnxRzHUP7Omhu7sRRwyiQxsWlCsNoIJzjp6VUlg8YaR4K0jSLOznu7x90d3c21xEZLSHJKqhlZQ7hSEDHptLHPAOvZrJpnhi0hsvCV1shk2CwkntzKo5PmbjIUYk9ctk7iaANTQdSuNW0wXdwlgu9j5ZsL37VGy8c79ic5yMY7da065jwjpV5ZXet391Ypp0eo3SzRWKOreUBGqlm2/LuYjJAz25JzXT0AFFFFABRRRQAVynxI1Ox074f66t7eQ27XWn3EEAlcL5khibCrnqT6V1dFAHAXmpeC9W0rQ72/8QxwCCN1tri2vzB8+1Q670I5GRxnv0NZsV/djSvDGtavLcTaZYazcZurmMhzbFJo4J5BgY+8nzEDqD3r1GigDkfB80eo674m1izO/Tby6hFvMB8sxSFVd19Rn5c9Dtqt4z0u8SG3vW13UHtzq+nn7CyQeSM3cQxkR7+Ov3v04rt65zxv/wAgG2/7Cunf+lkNAGBqX/IUu/8Ars//AKEaq1p+IP8AkOXP/Af/AEEVmV9HSd6cX5I/GMfD2eKqw7SkvxYjEAc1E7KVwBmpXG5SKqlWVvpW0UXhIQlq3qhJIgPmPNTwNuU85OcUbNw7inJGE6d6G7qxdbERnS5JPUfRRRUHnBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFHQUUmDuyTx6UDVuoAnC5HJ6+1MlQFD6tjH1p4YEkAg460hUMytk8dBTWjNYT5J8239XR1HhCRDpd1Fn94spZlx0BUAfyNSeAf8Aknfhr/sF23/opag8KABb845ITP8A49U/gH/knfhr/sF23/opa8HGfx5f10P1bI63tsvpz9fwbR0VFFFcx6x4Gg/07Vv+wre/+lMlSYpkY/03Vf8AsK3v/pTJUuK+0wn8CHovyN1LQ2PAn/JRrf8A7BV1/wCjbevXq8h8C/8AJRrf/sFXX/o23r16vmsz/wB6n8vyRlJ3YUUUVwEhRRRQAUUVFNdQW8kEc0qI88nlxKxwXbaWwPU7VY/QGgCWiomuYFu47RpUFxJG0iRk/MyqVDED0BZR+IqWgAooooAKKKKACiiigArnPG//ACAbb/sK6d/6WQ10dc543/5ANt/2FdO/9LIaAMnxB/yHLn/gP/oIrMrT8Qf8hy5/4D/6CKzK+hofwo+iPxvNP9+rf45fmwphjBOSzGniitjkjOUdhuCOhz9adRRjnNITd9wowD1FFFArhRRRQIKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACg1GznOOc57CpKdi5QcbNiAKuQOvU0xflIXPB6ZpWXJLDrjGaTBymV6NnP4UzWNmnd7/5HUeFP9XffRP/AGapvAP/ACTvw1/2C7b/ANFLUPhT/V330T/2apvAP/JO/DX/AGC7b/0UteDjP48vl+R+ncN/8iul/wBvf+lM6KiiiuU9w8Fj/wCP3Vf+wrff+lMlS4qOL/j81X/sK33/AKUyVNX2eF/gQ9F+QuY1vA3/ACUa3/7BV1/6Nt69dryPwP8A8lGt/wDsFXX/AKNt69cr5rMv96l8vyQ73CiiiuEAooooAK4bxnpY1G8tdQP/AAk4bT7lUSHS2UB8xP8AvFBIx/rCpbrxjGOa7muU8f3UlrpNifO1KK1e+RLv+zUkM7RbXyFMYLKNwUk8cAgHJAIBT8I20P8Abclw9h4pFyLZkS51pwyqhZSUTDHBJCnp/D14rt64vwi3h9tVl/sm48QyXHkHcNSN75e3cucef8u7OOnOM9s12lABRRRQAUUVQv8AXNI0qWOLUdVsbOST/VpcXCRl/oGIzQBfoqrfanYaZafa7++trS2yB51xKsaZPT5icUSalYRaf/aEl7bJZbQ/2lpVEe09DuzjHvQBarnPG/8AyAbb/sK6d/6WQ1uWd7aajapdWVzDc278pLDIHRvoRwaw/G//ACAbb/sK6d/6WQ0AZPiD/kOXP/Af/QRWZWn4g/5Dlz/wH/0EVmV9DQ/hR9Efjeaf79W/xy/NiCloorU4gooooEFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRSA5paBtWdmFFFFAgooooAKKKKACopHwOKlqG4yEGPWqjudGFipVUmRB8nBPIp6XIaTb27VWMZ5JJGfSnwxHzc9BWjirHt1cNh3TlKT6aFwttQsRj1FQ/alLKvlyZPTAqtJdEB+7McItPhDxzxRuSTg89ulLksrsxjlqp05TqrXVrW2yu/ueh2HhGTel/wDKy4CfeGP71WPAP/JO/DX/AGC7b/0UtV/CsiA3kRPzsisB7DOf5irHgH/knfhr/sF23/opa+exv8eXy/I+64clGWW0+Xz/APSmdFRRRXKe2eDw/wDH5qv/AGFb7/0pkqfFQwD/AEvVf+wrff8ApTJU+K+xwv8AAh6L8jmlLVljw3qlvpHj21uLmO6dG025QC1tZbhs+ZAfuxqxA464x+deqXmu21n4ZutdaOf7Nb2z3JSSJopCqqSQVcAg8dCK848E/wDJRrb/ALBV1/6Nt69O1jTYtZ0W+0udisV5byW7sOoDqVJH5185mX+9S+X5I2g7xOe0zXteh1fSbTXodP8AL1eF3g+yK4aCRVDmNyxO/wCXPzDbyp45q94o1O80mCO6j1jRNLteVaXVEYh36hVIkQDgH1PHSsy00HxLNfadd6pLpZk0i2lSz8hpCLiZk2CSTKjYMZ+Vd33jzxWrfjxI9vbpBZaLdFoALlbieRFWXHzbcI25fQHBrhLMlfFWsX9h4cgs7K3tNV1iKSZvtau0cEcYBZtoKs2SyYGR97npTP8AhMdTbTFtRa2n9unVzpBGW8gSBTIZcZ3bfLG7bnOTjPei38H6ppGneHpNOubS41LSBOhS43RwyxzHLICAxQKQm3g8KBij/hDtTXTFuhdWn9ujVzq54byDIVMZizjdt8s7d2M5GcdqANjw9rF/d3+qaTqq232/Tnj3S2qsscsci7kYKxJU8MCMn7vXmpdX0K71O7SaDxFqumoqBDDaeTsY5J3HfGxzzjrjgcVF4e0i/tL/AFTVtVa2+36i8e6K1ZmjijjXaqhmALHliTgfe6cVLq/hLQdeu0utU0yG6nRBGruTkKCTjg+pP50AZ2kvqOleLf7DudZm1WCWxa6VrlIxLAVdVwTGqght5IyM/Iea6uszR/Duj+H0lTSdOt7MSkGQxJhnx0yepx71p0AFFFFABXMeKb+zt5FsLewtb7Xb+ExQwyoCBHzl5WxxEpY59ScDk109ZepeGtB1m4W41TRNNvp1QIsl1apKwXJOAWBOMknHuaAOSXS7fRfEfgnS76dZ7Sz0y4gglmxte4UQgHnjOwSY9s1i2X2bdpHmeX/wj3/CV3fk5x5ONkvl47bfOzjtnGO1emS6HpM+mR6ZNpdlJp8YAS1e3QxLjphCMDH0qWTTbCXTv7PksrZ7LaE+zNEpj2joNuMY9qAOb8JeV/wkvi77Fs+wfbotvl/c87yU83GOM5259896reM4NdENvLJqOntpn9r6fi3WycTY+1xY/eeaR1wfue3HWuws7K0061S1srWG2t04SKCMIi/QDgVh+N/+QDbf9hXTv/SyGgCh4ojRNWDKMF4lZvc5I/kBWLW74q/5CkX/AFxH/oTVhV7+G/gxPyLO0lmFa3cKKKK3PKCiiigAopjTRouXYJ9TSo6yIrowZWGQR3p2Zo6U1Hnadu/T7x1FFFIzCiiigAooooAKTPzEe1LSfxn6CmUtmBzg460Kdyg4xmlo7UhXVrDX+4cUA5XmnU0rmmXFq3KxE6Ee9PqKL7z896loe46ytNoKKKKRkFFFFABRRRQAUEZoooGRsmTjbx9aPKUR7BkCpKKd2a+3nZJPYpvAsYAUZLdT6U2LcLiPLEryOfpV0jIqHysTpntzVqV1qelSxzqU5Rqauz/I6Lwx/wAhCf8A692/mtX/AAD/AMk78Nf9gu2/9FLVDwx/yEJ/+vdv5rV/wD/yTvw1/wBgu2/9FLXg47+MfbcK/wDIuXqzoqKKK4z6Q8Kg/wCPrVf+wrff+lMlT4qG3/4+tU/7Ct9/6UyVPX2GF/gQ9F+R505e8zT8E/8AJRrb/sFXX/o23r1qvJvBX/JRrb/sFXX/AKNt69Zr53Mf95l8vyR2UXeCCiiiuE1CiiigArmPHFnc3ukWqx2lze2aXaPf2ls+2SeAKwKjkZ+YoxXPIUjviunrz/x7qehWmrW9vdajrA1aWAGGysdUktEKbm+dzvVFGcjcTk4wAcYoAl8IafDB4lmudF0O90XRTaFJobiMwrNPvUqyRE5G1Q4LYGdw64ru68/8BaY0GrXF9P4tbUJ5ICq6XFqr3kUC7lO4l2JZuANwCjkjHNegUAFFFFABRRRQAUUUUAFc543/AOQDbf8AYV07/wBLIa6Ouc8b/wDIBtv+wrp3/pZDQBT8Vf8AIUi/64j/ANCasKt3xV/yFIv+uI/9CasKvfw38GJ+R55/yMa3qFISc/dJ96Witzyk7dBByORiloooAq3mn299tMyksn3WBwRUlvbR20eyPOPc1NRVc8rct9Dqlj8VLDrCyqN01tG+i66L119QoooqTkCiiigAooooAKO9FMyfPA7bc/rTLjFyuP8Axo7daKKRNw6DrRSEZBFLQAgULnA60tFFANt6sKKKKBBSMwRSzHAAyaWqt65RUwCeckDvVRV3Y6MLQ9vWjTXUgOpq8rRoQOODVq1d3jJdgx9qyL+MeTvjX5t2QfStGwJa1HGGwK3nCKhdH0+Z5fh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",
+      "text/plain": [
+       ""
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# Get the file path or URL of the ETRF raster\n",
+    "EGI = rio.open_rasterio(run.output[\"egi\"][0].raster_asset.path_or_url)\n",
+    "mask = process_buffer_geometry(geom, EGI)\n",
+    "\n",
+    "# Plot the masked ETRF within the buffer area\n",
+    "plt.imshow(mask, cmap=\"cool\", vmin=0.2, vmax=0.4)\n",
+    "plt.title(\"EGI LAYER\")\n",
+    "colorbar = plt.colorbar()\n",
+    "colorbar.set_label(\"No Unit\")\n",
+    "lw_plot()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Stage 4: Irrigation Probability Map Development\n",
+    "\n",
+    "In the last stage, the workflow deploys an operation where a logistic regression model is applied to the developed NGI and EGI layers along with LST band. First,  the data from these three layers are scaled and then an optimized logistic regression model is applied to these layers. The hyper-parameters of model were calibrated to the agricultural fields of Nebraska for the year 2015.\n",
+    "\n",
+    "The output of the model is a map with probability values associated with every pixels of being in irrigated condition. The irrigation probability map developed by the workflow can be viewed by executing the cell below."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 47,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/jpeg": 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",
+      "text/plain": [
+       ""
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# Get the file path or URL of the irrigation_probability\n",
+    "Irr_Prob = rio.open_rasterio(run.output[\"irrigation_probability\"][0].raster_asset.path_or_url)\n",
+    "mask = process_buffer_geometry(geom, Irr_Prob)\n",
+    "\n",
+    "# Plot the masked Cloud Water Mask within the buffer area\n",
+    "plt.imshow(mask, cmap=\"viridis_r\", vmin=0, vmax=1)\n",
+    "plt.title(\"IRRIGATION PROBABILITY MAP\")\n",
+    "colorbar = plt.colorbar()\n",
+    "colorbar.set_label(\"No Unit\")\n",
+    "lw_plot()"
+   ]
+  }
+ ],
+ "metadata": {
+  "description": "Generate irrigation probability map by running workflow that uses Landsat8 image and DEM data",
+  "disk_space": "",
+  "kernelspec": {
+   "display_name": "base",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.8.17"
+  },
+  "name": "Irrigation classification",
+  "orig_nbformat": 4,
+  "running_time": "",
+  "tags": [
+   "Water Management",
+   "Landsat",
+   "Index Computation",
+   "Remote Sensing"
+  ],
+  "vscode": {
+   "interpreter": {
+    "hash": "27602d15466ff939f70569946093ddeff7e858ef5c7dc23f5854f5f702471e01"
+   }
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
 }
diff --git a/notebooks/land_degradation/land_degradation.ipynb b/notebooks/land_degradation/land_degradation.ipynb
index 85dd745e..49ae28fe 100644
--- a/notebooks/land_degradation/land_degradation.ipynb
+++ b/notebooks/land_degradation/land_degradation.ipynb
@@ -52,15 +52,13 @@
    "source": [
     "# Utility imports\n",
     "from datetime import datetime\n",
-    "from shapely import wkt\n",
+    "\n",
+    "import cartopy.io.img_tiles as cimgt\n",
     "import matplotlib.pyplot as plt\n",
     "import numpy as np\n",
     "import rioxarray as rio\n",
-    "import cartopy.crs as ccrs\n",
-    "import cartopy.feature as cfeature\n",
-    "import cartopy\n",
-    "import cartopy.io.img_tiles as cimgt\n",
     "import xarray as xr\n",
+    "from shapely import wkt\n",
     "\n",
     "# FarmVibes.AI imports\n",
     "from vibe_core.client import get_default_vibe_client"
@@ -91,7 +89,7 @@
     "input_geometry_path = \"./input_region.wkt\"\n",
     "time_range = (datetime(2017, 1, 1), datetime(2021, 12, 31))\n",
     "\n",
-    "# Reading the geometry file \n",
+    "# Reading the geometry file\n",
     "with open(input_geometry_path) as f:\n",
     "    geometry = wkt.load(f)"
    ]
@@ -619,6 +617,8 @@
   }
  ],
  "metadata": {
+  "description": "Compute NDVI trends on Landsat images and analyse precipitation data to detect land degradation.",
+  "disk_space": "",
   "kernelspec": {
    "display_name": "Python 3.8.13 ('dev-vibes')",
    "language": "python",
@@ -636,16 +636,19 @@
    "pygments_lexer": "ipython3",
    "version": "3.8.13"
   },
+  "name": "Land degradation",
+  "running_time": "",
+  "tags": [
+   "Landsat",
+   "Index Computation",
+   "Weather",
+   "Remote Sensing"
+  ],
   "vscode": {
    "interpreter": {
     "hash": "24596f12bb6e2eec2ad205bf6a37ed053eeced979c35c621d6de173ed3b5a42e"
    }
-  },
-  "name": "Land degradation",
-  "description": "Compute NDVI trends on Landsat images and analyse precipitation data to detect land degradation.",
-  "tags": ["Landsat", "Index Computation", "Weather", "Remote Sensing"],
-  "disk_space": "",
-  "running_time": ""
+  }
  },
  "nbformat": 4,
  "nbformat_minor": 2
diff --git a/notebooks/segment_anything/basemap_automatic_segmentation.ipynb b/notebooks/segment_anything/basemap_automatic_segmentation.ipynb
new file mode 100644
index 00000000..b154a8c0
--- /dev/null
+++ b/notebooks/segment_anything/basemap_automatic_segmentation.ipynb
@@ -0,0 +1,1415 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Automatic Segmentation of Basemaps\n",
+    "\n",
+    "This notebook demonstrates how to automatically segment BingMaps basemaps, using a FarmVibes.AI workflow that leverages [Segment Anything Model](https://github.com/facebookresearch/segment-anything) (SAM). **We currently only support Unix-based systems (Linux and MacOS) for running this notebook.**\n",
+    "\n",
+    "### **Automatic Segmentation** vs. **Prompt-based segmentation**\n",
+    "This is an extension of the [basemap_segmentation notebook](./basemap_segmentation.ipynb). Here we use the automatic segmentation workflow, which allows the segmentation of multiple elements in a raster without requiring user-defined prompts (i.e., points or bounding boxes marking elements of interest). Behind the scenes, it samples several points in a grid throughout the raster and use them as prompts for intermediary segmentation processes. All intermediary masks are, then, filtered and combined into a final set of masks (one for each entity). \n",
+    "\n",
+    "The flexibility of identifying multiple elements in the raster without defining a set of prompts comes with an increase in computing and disk space consumption due to multiple segmentation iterations. Additionally, the output set of masks may not be as refined as the masks obtained from a prompt-based segmentation, because the latter allows a higher control through foreground and background prompts, and consequently yields higher quality masks for individual elements. \n",
+    "\n",
+    "\n",
+    "### Notebook Organization\n",
+    "\n",
+    "The notebook is divided into the following sections:\n",
+    "\n",
+    "1. **Environment setup**: this section provides instructions for obtaining a BingMaps API key, setting up the micromamba environment for FarmVibes.AI, and importing the necessary libraries for the notebook. We also download and export the ONNX files required to run SAM workflows to our cluster.\n",
+    "\n",
+    "2. **Workflow setup**: we define a location and time range of interest for our analysis, and build our prompt with multiple points.\n",
+    "\n",
+    "3. **Running the workflow**: this section discusses the parameters of the SAM workflow and demonstrates how to run it.\n",
+    "\n",
+    "4. **Visualizing the results**: finally, we visualize the results of the workflow.\n",
+    "\n",
+    "We run steps 3 and 4 for a few different parameter combinations to demonstrate the effect of the parameters on the results.\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Environment setup\n",
+    "\n",
+    "### BingMaps API key\n",
+    "Before running FarmVibes.AI workflows that download BingMaps basemaps, make sure you have an API key for BingMaps. You can get one through the [BingMaps Developer Portal](https://www.bingmapsportal.com/).\n",
+    "\n",
+    "Please, make sure you edit the `BINGMAPS_API_KEY` variable in the cell below with your API key:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {
+    "metadata": {}
+   },
+   "outputs": [],
+   "source": [
+    "BING_MAPS_API_KEY = \"\""
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Importing SAM's ONNX models to the cluster\n",
+    "\n",
+    "Before running SAM workflows in FarmVibes.AI, we need to add the model to our cluster. We provide a script that downloads the original weights from the [official repository](https://github.com/facebookresearch/segment-anything) and separately converts the image encoder and prompt encoder + mask decoder to ONNX format. The script also adds the ONNX models to our cluster, allowing them to be used in workflows.\n",
+    "\n",
+    "**If you are importing the ONNX files to your cluster for the first time**, make sure the following environment is configured:\n",
+    "\n",
+    "```bash\n",
+    "$ micromamba env create -f env_cpu.yaml\n",
+    "$ micromamba activate segment_anything_cpu\n",
+    "```\n",
+    "\n",
+    "To run the script, execute the following command **in the repository root**:\n",
+    "\n",
+    "```bash\n",
+    "$ python scripts/export_sam_models.py --models < model_types >\n",
+    "```\n",
+    "\n",
+    "where `` is a list of model types to be exported (`vit_b`, `vit_l`, `vit_h`). For example, to export all three ViT backbones, run:\n",
+    "\n",
+    "```bash\n",
+    "$ python scripts/export_sam_models.py --models vit_b vit_l vit_h\n",
+    "```\n",
+    "\n",
+    "In this notebook, we will export the `vit_b` model:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "! python ../../scripts/export_sam_models.py --models vit_b"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Imports\n",
+    "\n",
+    "**If you already have imported the ONNX files to your cluster**, the standard environment provided in the [README file](../README.md) is sufficient, as most computation will be done within the cluster.\n",
+    "\n",
+    "```bash\n",
+    "$ micromamba activate farmvibes-ai\n",
+    "```\n",
+    "\n",
+    "Let's start the notebook by importing the necessary libraries:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {
+    "metadata": {}
+   },
+   "outputs": [],
+   "source": [
+    "from datetime import datetime\n",
+    "\n",
+    "from notebook_lib.utils import color_autoseg_masks, plot_autoseg_masks\n",
+    "from shapely import geometry as shpg\n",
+    "\n",
+    "from vibe_core.client import get_default_vibe_client"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Workflow setup\n",
+    "\n",
+    "FarmVibes.AI has a few workflows related to SAM. In this example, we will use the `farm_ai/segmentation/auto_segment_basemap` workflow, which employs the `data_ingestion/bing/basemap_download_merge` workflow to download a basemap-style image of the input geometry with BingMaps and run the automatic segmentation on top of it.\n",
+    "\n",
+    "Before inspecting how the workflow is defined, let's instantiate our client:\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {
+    "metadata": {}
+   },
+   "outputs": [],
+   "source": [
+    "client = get_default_vibe_client()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "The definition of the `farm_ai/segmentation/auto_segment_basemap` workflow can be inspected with:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {
+    "metadata": {}
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "
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+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
Workflow: farm_ai/segmentation/auto_segment_basemap\n",
+       "
\n" + ], + "text/plain": [ + "\u001b[1;32mWorkflow:\u001b[0m \u001b[1;4;38;5;27mfarm_ai/segmentation/auto_segment_basemap\u001b[0m\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
\n",
+       "Description:\n",
+       "
\n" + ], + "text/plain": [ + "\n", + "\u001b[1;32mDescription:\u001b[0m\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    Downloads basemap with BingMaps API and runs Segment Anything Model (SAM) automatic segmentation\n",
+       "    over them. The workflow lists and downloads basemaps tiles with BingMaps API, and merges them   \n",
+       "    into a single raster. The raster is then split into chips of 1024x1024 pixels with an overlap   \n",
+       "    defined by `spatial_overlap`. Each chip is processed by SAM's image encoder, and a point grid is\n",
+       "    defined within each chip, with each point being used as a prompt for the segmentation. Each     \n",
+       "    point is used to generate a mask, and the masks are combined using multiple non-maximal         \n",
+       "    suppression steps to generate the final segmentation mask. Before running the workflow, make    \n",
+       "    sure the model has been imported into the cluster by running                                    \n",
+       "    `scripts/export_prompt_segmentation_models.py`. The script will download the desired model      \n",
+       "    weights from SAM repository, export the image encoder and mask decoder to ONNX format, and add  \n",
+       "    them to the cluster. For more information, refer to the [FarmVibes.AI                           \n",
+       "    troubleshooting](https://microsoft.github.io/farmvibes-ai/docfiles/markdown/TROUBLESHOOTING.html\n",
+       "    ) page in the documentation.                                                                    \n",
+       "
\n" + ], + "text/plain": [ + " Downloads basemap with BingMaps API and runs Segment Anything Model (SAM) automatic segmentation\n", + " over them. The workflow lists and downloads basemaps tiles with BingMaps API, and merges them \n", + " into a single raster. The raster is then split into chips of 1024x1024 pixels with an overlap \n", + " defined by `spatial_overlap`. Each chip is processed by SAM's image encoder, and a point grid is\n", + " defined within each chip, with each point being used as a prompt for the segmentation. Each \n", + " point is used to generate a mask, and the masks are combined using multiple non-maximal \n", + " suppression steps to generate the final segmentation mask. Before running the workflow, make \n", + " sure the model has been imported into the cluster by running \n", + " `scripts/export_prompt_segmentation_models.py`. The script will download the desired model \n", + " weights from SAM repository, export the image encoder and mask decoder to ONNX format, and add \n", + " them to the cluster. For more information, refer to the [FarmVibes.AI \n", + " troubleshooting](https://microsoft.github.io/farmvibes-ai/docfiles/markdown/TROUBLESHOOTING.html\n", + " ) page in the documentation. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
\n",
+       "Sources:\n",
+       "
\n" + ], + "text/plain": [ + "\n", + "\u001b[1;32mSources:\u001b[0m\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - user_input (vibe_core.data.core_types.DataVibe): Time range and geometry of interest.         \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1muser_input\u001b[0m (\u001b[34mvibe_core.data.core_types.DataVibe\u001b[0m): Time range and geometry of interest. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
\n",
+       "Sinks:\n",
+       "
\n" + ], + "text/plain": [ + "\n", + "\u001b[1;32mSinks:\u001b[0m\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - basemap (vibe_core.data.rasters.Raster): Merged basemap used as input to the segmentation.    \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mbasemap\u001b[0m (\u001b[34mvibe_core.data.rasters.Raster\u001b[0m): Merged basemap used as input to the segmentation. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - segmentation_mask (vibe_core.data.rasters.CategoricalRaster): Output segmentation masks.      \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1msegmentation_mask\u001b[0m (\u001b[34mvibe_core.data.rasters.CategoricalRaster\u001b[0m): Output segmentation masks. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
\n",
+       "Parameters:\n",
+       "
\n" + ], + "text/plain": [ + "\n", + "\u001b[1;32mParameters:\u001b[0m\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - bingmaps_api_key (default: None): Required BingMaps API key.                                  \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mbingmaps_api_key\u001b[0m (\u001b[34mdefault: None\u001b[0m): Required BingMaps API key. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - basemap_zoom_level (default: 14): Zoom level of interest, ranging from 0 to 20. For instance, \n",
+       "    a zoom level of 1 corresponds to a resolution of 78271.52 m/pixel, a zoom level of 10           \n",
+       "    corresponds to 152.9 m/pixel, and a zoom level of 19 corresponds to 0.3 m/pixel. For more       \n",
+       "    information on zoom levels and their corresponding scale and resolution, please refer to the    \n",
+       "    BingMaps API documentation at                                                                   \n",
+       "    https://learn.microsoft.com/en-us/bingmaps/articles/understanding-scale-and-resolution          \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mbasemap_zoom_level\u001b[0m (\u001b[34mdefault: 14\u001b[0m): Zoom level of interest, ranging from 0 to 20. For instance, \n", + " a zoom level of 1 corresponds to a resolution of 78271.52 m/pixel, a zoom level of 10 \n", + " corresponds to 152.9 m/pixel, and a zoom level of 19 corresponds to 0.3 m/pixel. For more \n", + " information on zoom levels and their corresponding scale and resolution, please refer to the \n", + " BingMaps API documentation at \n", + " https://learn.microsoft.com/en-us/bingmaps/articles/understanding-scale-and-resolution \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - model_type (default: vit_b): SAM's image encoder backbone architecture, among 'vit_h',        \n",
+       "    'vit_l', or 'vit_b'. Before running the workflow, make sure the desired model has been exported \n",
+       "    to the cluster by running `scripts/export_sam_models.py`. For more information, refer to the    \n",
+       "    FarmVibes.AI troubleshooting page in the documentation.                                         \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mmodel_type\u001b[0m (\u001b[34mdefault: vit_b\u001b[0m): SAM's image encoder backbone architecture, among 'vit_h', \n", + " 'vit_l', or 'vit_b'. Before running the workflow, make sure the desired model has been exported \n", + " to the cluster by running `scripts/export_sam_models.py`. For more information, refer to the \n", + " FarmVibes.AI troubleshooting page in the documentation. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - spatial_overlap (default: 0.5): Percentage of spatial overlap between chips in the range of   \n",
+       "    [0.0, 1.0).                                                                                     \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mspatial_overlap\u001b[0m (\u001b[34mdefault: 0.5\u001b[0m): Percentage of spatial overlap between chips in the range of \n", + " [0.0, 1.0). \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - points_per_side (default: 16): The number of points to be sampled along one side of the chip  \n",
+       "    to be prompts. The total number of points is points_per_side**2.                                \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mpoints_per_side\u001b[0m (\u001b[34mdefault: 16\u001b[0m): The number of points to be sampled along one side of the chip \n", + " to be prompts. The total number of points is points_per_side**2. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - n_crop_layers (default: 0): If >0, mask prediction will be run again on crops of the image.   \n",
+       "    Sets the number of layers to run, where each layer has 2**i_layer number of image crops.        \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mn_crop_layers\u001b[0m (\u001b[34mdefault: 0\u001b[0m): If >0, mask prediction will be run again on crops of the image. \n", + " Sets the number of layers to run, where each layer has 2**i_layer number of image crops. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - crop_overlap_ratio (default: 0.0): Sets the degree to which crops overlap. In the first crop  \n",
+       "    layer, crops will overlap by this fraction of the chip length. Later layers with more crops     \n",
+       "    scale down this overlap.                                                                        \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mcrop_overlap_ratio\u001b[0m (\u001b[34mdefault: 0.0\u001b[0m): Sets the degree to which crops overlap. In the first crop \n", + " layer, crops will overlap by this fraction of the chip length. Later layers with more crops \n", + " scale down this overlap. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - crop_n_points_downscale_factor (default: 1): The number of points-per-side sampled in layer n \n",
+       "    is scaled down by crop_n_points_downscale_factor**n.                                            \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mcrop_n_points_downscale_factor\u001b[0m (\u001b[34mdefault: 1\u001b[0m): The number of points-per-side sampled in layer n \n", + " is scaled down by crop_n_points_downscale_factor**n. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - pred_iou_thresh (default: 0.88): A filtering threshold in [0,1] over the model's predicted    \n",
+       "    mask quality/score.                                                                             \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mpred_iou_thresh\u001b[0m (\u001b[34mdefault: 0.88\u001b[0m): A filtering threshold in [0,1] over the model's predicted \n", + " mask quality/score. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - stability_score_thresh (default: 0.95): A filtering threshold in [0,1], using the stability of\n",
+       "    the mask under changes to the cutoff used to binarize the model's mask predictions.             \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mstability_score_thresh\u001b[0m (\u001b[34mdefault: 0.95\u001b[0m): A filtering threshold in [0,1], using the stability of\n", + " the mask under changes to the cutoff used to binarize the model's mask predictions. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - stability_score_offset (default: 1.0): The amount to shift the cutoff when calculated the     \n",
+       "    stability score.                                                                                \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mstability_score_offset\u001b[0m (\u001b[34mdefault: 1.0\u001b[0m): The amount to shift the cutoff when calculated the \n", + " stability score. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - points_per_batch (default: 16): Number of points to process in a single batch.                \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mpoints_per_batch\u001b[0m (\u001b[34mdefault: 16\u001b[0m): Number of points to process in a single batch. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - num_workers (default: 0): Number of workers to use for parallel processing.                   \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mnum_workers\u001b[0m (\u001b[34mdefault: 0\u001b[0m): Number of workers to use for parallel processing. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - in_memory (default: True): Whether to load the whole raster in memory when running            \n",
+       "    predictions. Uses more memory (~4GB/worker) but speeds up inference for fast models.            \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1min_memory\u001b[0m (\u001b[34mdefault: True\u001b[0m): Whether to load the whole raster in memory when running \n", + " predictions. Uses more memory (~4GB/worker) but speeds up inference for fast models. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - chip_nms_thr (default: 0.7): The box IoU cutoff used by non-maximal suppression to filter     \n",
+       "    duplicate masks within a chip.                                                                  \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mchip_nms_thr\u001b[0m (\u001b[34mdefault: 0.7\u001b[0m): The box IoU cutoff used by non-maximal suppression to filter \n", + " duplicate masks within a chip. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - mask_nms_thr (default: 0.5): The box IoU cutoff used by non-maximal suppression to filter     \n",
+       "    duplicate masks between different chips.                                                        \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mmask_nms_thr\u001b[0m (\u001b[34mdefault: 0.5\u001b[0m): The box IoU cutoff used by non-maximal suppression to filter \n", + " duplicate masks between different chips. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
\n",
+       "Tasks:\n",
+       "
\n" + ], + "text/plain": [ + "\n", + "\u001b[1;32mTasks:\u001b[0m\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - basemap_download: Downloads Bing Maps basemap tiles and merges them into a single raster.     \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mbasemap_download\u001b[0m: Downloads Bing Maps basemap tiles and merges them into a single raster. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - basemap_automatic_segmentation: Runs a Segment Anything Model (SAM) automatic segmentation    \n",
+       "    over BingMaps basemap rasters.                                                                  \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mbasemap_automatic_segmentation\u001b[0m: Runs a Segment Anything Model (SAM) automatic segmentation \n", + " over BingMaps basemap rasters. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "client.document_workflow(\"farm_ai/segmentation/auto_segment_basemap\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Understanding the main parameters of the automatic segmentation\n", + "\n", + "The `farm_ai/segmentation/auto_segment_basemap` has a single input, which is the geometry of interest. It will download a BingMaps basemap for the specified region, and segment the raster using the SAM model. The output is a [`CategoricalRaster`](https://microsoft.github.io/farmvibes-ai/docfiles/code/vibe_core_data/rasters.html#vibe_core.data.rasters.CategoricalRaster) with the segmentation results.\n", + "\n", + "The workflow has two tasks (`data_ingestion/bing/basemap_download_merge` and `ml/segment_anything/basemap_automatic_segmentation`). The `basemap_download_merge` task downloads the basemap, which is forwarded to the `basemap_auto_segmentation` task that segments each element and combines the results into a single mask raster.\n", + "\n", + "As for parameters, the main ones related to the segmentation process of the `basemap_auto_segmentation` task are:\n", + "\n", + "- `model_type`: defines the backbone architecture for SAM's image encoder, among `vit_b`, `vit_l`, and `vit_h`. The default value is `vit_b`.\n", + "- `spatial_overlap`: the input raster is split into chips of size 1024x1024 pixels. This parameter defines the spatial overlap between chips in the segmentation process. The default value is 0.5, meaning that the chips will overlap by 50%. Increasing this parameter allows the segmentation of elements that may fall in the border of two chips, but also increases computation, as more chips will be processed.\n", + "- `points_per_side`: determines the size of the point grid sampled for each chip, i.e. the number of points to be sampled along one side of the chip to be used as prompts. The total number of points in a grid is `points_per_side**2`. The default value is 16, and increasing this parameter allows the model to capture smaller elements within the chip (as we increase the chance of a point being sampled within that element).\n", + "- `n_crop_layers`: if greater than 0, the segmentation process will be run on crops of the chip. This parameter sets the number of layers to run, where each layer has `2**i_layer` number of image crops. For example, with `n_crop_layers=0` the segmentation is run solely on each chip. With `n_crop_layers=1`, besides the each chip, the segmentation is also run in 4 smaller crops (2 by 2) per chip, and so on. The masks obtained across all crops are combined. By operating on smaller images as well, this parameter allows the model to capture more details and improve the segmentation quality, at the cost of increased computation. The default value is 0 (i.e., only runs the segmentation on the whole chip).\n", + "- `crop_overlap_ratio`: sets the degree to which crops overlap. This is similar to the `spatial_overlap` parameter, but with respect to crops (defined by the `n_crop_layers` parameter). The default value is 0.0.\n", + "- `crop_n_points_downscale_factor`: the number of points sampled in each layer is scaled down by this factor. The number of points-per-side sampled in layer `n` is scaled down by `crop_n_points_downscale_factor**n`. The default value is 1 (i.e., no downscaling, the same number of points is sampled in each layer).\n", + "- `pred_iou_thresh`: a filtering threshold in the range of [0,1] over the model's predicted mask quality/score. This is used to remove masks which SAM assigns a low quality/confidence score. The default value is 0.88.\n", + "- `stability_score_thresh`: a filtering threshold in the range of [0,1], using the stability of the mask under changes to the cutoff used to binarize the model's mask predictions. This is used to remove masks that vary considerably due to small changes in the binarization threshold. The default value is 0.95. \n", + "- `stability_score_offset`: the amount to shift the binarization cutoff when calculating the stability score. The default value is 1.0.\n", + "- `points_per_batch`: the number of points to process in a single batch. The default value is 16.\n", + "\n", + "Additionally, there are two parameters related to the filtering and combination of masks:\n", + "\n", + "- `chip_nms_thr`: the box IoU cutoff used by non-maximal suppression to filter duplicate masks within a chip. Decreasing this threshold means that masks in the same chip that share lower IoUs might be filtered out from the final mask. Whereas higher cutoffs allows masks that share higher IoU with other masks to be considered for the output. The default value is 0.7.\n", + "- `mask_nms_thr`: the box IoU cutoff used by non-maximal suppression to filter duplicate masks between different chips. This is similar to `chip_nms_thr`, but applied across chips. The default value is 0.5." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Running the workflow\n", + "\n", + "Let's define a location to download data from. In this example, we select a small region around a defined latitude/longitude." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "metadata": {} + }, + "outputs": [], + "source": [ + "geom = shpg.Point(74.924041, 17.940487).buffer(0.0025, cap_style=3)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We will start by sampling 8 points per side in each chip, with no spatial overlap between chips:" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "metadata": {} + }, + "outputs": [ + { + "data": { + "text/html": [ + "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "26cd9036fd9d455c8e3ec92464ef0d1b",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Output()"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "run = client.run(\n",
+    "    \"farm_ai/segmentation/auto_segment_basemap\",\n",
+    "    \"SAM - Automatic Segmentation\",\n",
+    "    geometry=geom,\n",
+    "    time_range=(datetime.now(), datetime.now()),\n",
+    "    parameters={\n",
+    "        \"bingmaps_api_key\": BING_MAPS_API_KEY,\n",
+    "        \"basemap_zoom_level\": 19,\n",
+    "        \"points_per_side\": 8,\n",
+    "        \"spatial_overlap\": 0.0,\n",
+    "    },\n",
+    ")\n",
+    "run.monitor()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "The output of the segmentation is a raster containing a mask with the same size as the input RoI, with each channel corresponding to one identified entity. \n",
+    "\n",
+    "The values of the mask are 0 (background) or 1 (foreground) and we can visualize them by plotting each channel with a different color:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {
+    "metadata": {}
+   },
+   "outputs": [
+    {
+     "data": {
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",
+      "text/plain": [
+       ""
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plot_autoseg_masks(\n",
+    "    run.output[\"basemap\"][0],\n",
+    "    {\"Segmentation masks\": color_autoseg_masks(run.output[\"segmentation_mask\"][0])},\n",
+    "    geom,\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "The workflow captures a few of the fields and the river above the farms, but it still misses some of them or groups different fields together. This happens because SAM is only able to segment entities in which a point of the sampled grid falls. To improve the segmentation, we can increase the number of points sampled in the grid, which will increase the chances of sampling points inside the other elements on the scene.\n",
+    "\n",
+    "\n",
+    "Let's use `points_per_side = 16`:\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "0294c822ffdc40edaece68cbabc5e210",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Output()"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/jpeg": 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",
+      "text/plain": [
+       ""
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "run = client.run(\n",
+    "    \"farm_ai/segmentation/auto_segment_basemap\",\n",
+    "    \"SAM - Automatic Segmentation\",\n",
+    "    geometry=geom,\n",
+    "    time_range=(datetime.now(), datetime.now()),\n",
+    "    parameters={\n",
+    "        \"bingmaps_api_key\": BING_MAPS_API_KEY,\n",
+    "        \"basemap_zoom_level\": 19,\n",
+    "        \"points_per_side\": 16,\n",
+    "        \"spatial_overlap\": 0.0,\n",
+    "    },\n",
+    ")\n",
+    "run.monitor()\n",
+    "\n",
+    "plot_autoseg_masks(\n",
+    "    run.output[\"basemap\"][0],\n",
+    "    {\"Segmentation masks\": color_autoseg_masks(run.output[\"segmentation_mask\"][0])},\n",
+    "    geom,\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "This time around, we were able to identify more fields. Let's try with 32 points in the grid:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "ad9c02d56e3c43e2bd884af281dca693",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Output()"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/jpeg": 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",
+      "text/plain": [
+       ""
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "run = client.run(\n",
+    "    \"farm_ai/segmentation/auto_segment_basemap\",\n",
+    "    \"SAM - Automatic Segmentation\",\n",
+    "    geometry=geom,\n",
+    "    time_range=(datetime.now(), datetime.now()),\n",
+    "    parameters={\n",
+    "        \"bingmaps_api_key\": BING_MAPS_API_KEY,\n",
+    "        \"basemap_zoom_level\": 19,\n",
+    "        \"points_per_side\": 32,\n",
+    "        \"spatial_overlap\": 0.0,\n",
+    "    },\n",
+    ")\n",
+    "run.monitor()\n",
+    "\n",
+    "plot_autoseg_masks(\n",
+    "    run.output[\"basemap\"][0],\n",
+    "    {\"Segmentation masks\": color_autoseg_masks(run.output[\"segmentation_mask\"][0])},\n",
+    "    geom,\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Even though we were able to identify a few more fields, jumping from 16 to 32 points in our grid did not improve the segmentation as much as the previous grid size increase. We also see that a pattern into the middle portion of the output mask, a straight line that runs top-to-bottom and left-to-right, splitting the river and some fields in multiple entities.\n",
+    "\n",
+    "That happens because each chip is processed independently, and the model is not able to combine masks from different chips. To improve the segmentation, we can increase the spatial overlap between chips, which will allow the model to capture more context around the edges of the chips.\n",
+    "\n",
+    "Let's increase `spatial_overlap` to 0.5 and keep `points_per_side = 32`:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "60c8bf36dd9a493584a17b32508eb2c9",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Output()"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/jpeg": 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",
+      "text/plain": [
+       ""
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "run = client.run(\n",
+    "    \"farm_ai/segmentation/auto_segment_basemap\",\n",
+    "    \"SAM - Automatic Segmentation\",\n",
+    "    geometry=geom,\n",
+    "    time_range=(datetime.now(), datetime.now()),\n",
+    "    parameters={\n",
+    "        \"bingmaps_api_key\": BING_MAPS_API_KEY,\n",
+    "        \"basemap_zoom_level\": 19,\n",
+    "        \"points_per_side\": 32,\n",
+    "        \"spatial_overlap\": 0.5,\n",
+    "    },\n",
+    ")\n",
+    "run.monitor()\n",
+    "\n",
+    "plot_autoseg_masks(\n",
+    "    run.output[\"basemap\"][0],\n",
+    "    {\"Segmentation masks\": color_autoseg_masks(run.output[\"segmentation_mask\"][0])},\n",
+    "    geom,\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "With these changes, the output segmentation looks much better. However, we still see a few missing fields on darker/non-activated regions of our mask. This might be due to the filtering steps in the workflow that may remove masks that SAM assigned a low confidence or that overlaped with other masks.\n",
+    "\n",
+    "In the next sections, we will explore these and other parameters on a larger region."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Exploring the workflow parameters on a larger region\n",
+    "\n",
+    "For this set of experiments, we will define a geometry that is slightly larger than the previous one:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {
+    "metadata": {}
+   },
+   "outputs": [],
+   "source": [
+    "geom = shpg.Point(74.924041, 17.940487).buffer(0.005, cap_style=3)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "And let's run the workflow with the 8 `points_per_side` and no `spatial_overlap`:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {
+    "metadata": {}
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "bb85024c66694c85a531f3c950bb4b3e",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Output()"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/jpeg": 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",
+      "text/plain": [
+       ""
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "run = client.run(\n",
+    "    \"farm_ai/segmentation/auto_segment_basemap\",\n",
+    "    \"SAM - Automatic Segmentation\",\n",
+    "    geometry=geom,\n",
+    "    time_range=(datetime.now(), datetime.now()),\n",
+    "    parameters={\n",
+    "        \"bingmaps_api_key\": BING_MAPS_API_KEY,\n",
+    "        \"basemap_zoom_level\": 19,\n",
+    "        \"points_per_side\": 8,\n",
+    "        \"spatial_overlap\": 0.0,\n",
+    "    },\n",
+    ")\n",
+    "run.monitor()\n",
+    "\n",
+    "basemap = run.output[\"basemap\"][0]\n",
+    "seg_raster_8pps = color_autoseg_masks(run.output[\"segmentation_mask\"][0])\n",
+    "\n",
+    "plot_autoseg_masks(basemap, {\"8 points\": seg_raster_8pps}, geom)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Even though the workflow is able to identify several fields, we can see a similar checkboard pattern across the segmentation mask, due to the lack of spatial overlap between chips.\n",
+    "\n",
+    "Let's re-run the workflow with an overlap of 0.5:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {
+    "metadata": {}
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "ddf1fa980c4f4e9285d002329963c65a",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Output()"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/jpeg": 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",
+      "text/plain": [
+       ""
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "run = client.run(\n",
+    "    \"farm_ai/segmentation/auto_segment_basemap\",\n",
+    "    \"SAM - Automatic Segmentation\",\n",
+    "    geometry=geom,\n",
+    "    time_range=(datetime.now(), datetime.now()),\n",
+    "    parameters={\n",
+    "        \"bingmaps_api_key\": BING_MAPS_API_KEY,\n",
+    "        \"basemap_zoom_level\": 19,\n",
+    "        \"points_per_side\": 8,\n",
+    "        \"spatial_overlap\": 0.5,\n",
+    "    },\n",
+    ")\n",
+    "run.monitor()\n",
+    "\n",
+    "seg_raster_8pps_half_overlap = color_autoseg_masks(run.output[\"segmentation_mask\"][0])\n",
+    "plot_autoseg_masks(basemap, {\"8 points - 0.5 overlap\": seg_raster_8pps_half_overlap}, geom)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "The overlap improved the segmentation of individual fields, with only a few being split into different entities. With a field being covered by multiple chips, we increase the chance that the workflow will obtain a segmentation mask that covers the whole field (among several partial masks). We post-process the intermediary masks, filtering out those that overlap considerably with others.  \n",
+    "\n",
+    "Despite that, we still see a checkboard pattern across the river in the image. That is a limitation of the automatic segmentation workflow, as it is not able to combine masks from different chips. Because the river spans multiple chips, the intermediary masks will not overlap as much and most of them will be kept in the output segmentation.\n",
+    "\n",
+    "The post-process filtering steps in the workflow are tweaked by the `crop_nms_thr` and `mask_nms_thr` parameters. They both represent IoU thresholds used to consider two masks as representing the same entity. While `crop_nms_thr` is used to de-duplicate masks within each chip, `mask_nms_thr` is used to de-duplicate masks across chips.\n",
+    "\n",
+    "Below we show the differences in the final mask by changing `mask_nms_thr` from 0.5 (the default value) to 0.3 and 0.15:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {
+    "metadata": {}
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "0d1775575d5449c2813c70a00b0df754",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Output()"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/jpeg": 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",
+      "text/plain": [
+       ""
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "run = client.run(\n",
+    "    \"farm_ai/segmentation/auto_segment_basemap\",\n",
+    "    \"SAM - Automatic Segmentation\",\n",
+    "    geometry=geom,\n",
+    "    time_range=(datetime.now(), datetime.now()),\n",
+    "    parameters={\n",
+    "        \"bingmaps_api_key\": BING_MAPS_API_KEY,\n",
+    "        \"basemap_zoom_level\": 19,\n",
+    "        \"points_per_side\": 8,\n",
+    "        \"spatial_overlap\": 0.5,\n",
+    "        \"mask_nms_thr\": 0.3,\n",
+    "    },\n",
+    ")\n",
+    "run.monitor()\n",
+    "\n",
+    "seg_raster_mask_thr_03 = color_autoseg_masks(run.output[\"segmentation_mask\"][0])\n",
+    "plot_autoseg_masks(basemap, {\"mask_nms_thr 0.3\": seg_raster_mask_thr_03}, geom)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "4caf6f6526e945b59c8d1817c841fece",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Output()"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/jpeg": 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",
+      "text/plain": [
+       ""
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "run = client.run(\n",
+    "    \"farm_ai/segmentation/auto_segment_basemap\",\n",
+    "    \"SAM - Automatic Segmentation\",\n",
+    "    geometry=geom,\n",
+    "    time_range=(datetime.now(), datetime.now()),\n",
+    "    parameters={\n",
+    "        \"bingmaps_api_key\": BING_MAPS_API_KEY,\n",
+    "        \"basemap_zoom_level\": 19,\n",
+    "        \"points_per_side\": 8,\n",
+    "        \"spatial_overlap\": 0.5,\n",
+    "        \"mask_nms_thr\": 0.15,\n",
+    "    },\n",
+    ")\n",
+    "run.monitor()\n",
+    "\n",
+    "seg_raster_mask_thr_015 = color_autoseg_masks(run.output[\"segmentation_mask\"][0])\n",
+    "plot_autoseg_masks(basemap, {\"mask_nms_thr 0.15\": seg_raster_mask_thr_015}, geom)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/jpeg": 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",
+      "text/plain": [
+       ""
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plot_autoseg_masks(\n",
+    "    basemap,\n",
+    "    {\n",
+    "        \"mask_nms_thr 0.5 (default)\": seg_raster_8pps_half_overlap,\n",
+    "        \"0.3\": seg_raster_mask_thr_03,\n",
+    "        \"0.15\": seg_raster_mask_thr_015,\n",
+    "    },\n",
+    "    geom,\n",
+    "    figsize=(20, 20),\n",
+    ")"
+   ]
+  }
+ ],
+ "metadata": {
+  "description": "Automatically segment BingMaps basemaps with SAM workflow.",
+  "disk_space": "",
+  "kernelspec": {
+   "display_name": "farmvibes-ai",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.8.18"
+  },
+  "name": "Automatic Segmentation of BingMaps basemaps",
+  "orig_nbformat": 4,
+  "running_time": "",
+  "tags": [
+   "BingMaps",
+   "Remote Sensing",
+   "Segment Anything Model"
+  ]
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/notebooks/segment_anything/basemap_segmentation.ipynb b/notebooks/segment_anything/basemap_segmentation.ipynb
index 6ab7113a..15be6774 100644
--- a/notebooks/segment_anything/basemap_segmentation.ipynb
+++ b/notebooks/segment_anything/basemap_segmentation.ipynb
@@ -6,9 +6,9 @@
    "source": [
     "# Basemap segmentation with Segment Anything Model (SAM) Workflow\n",
     "\n",
-    "This notebook demonstrates how to segment BingMaps basemaps, using a FarmVibes.AI workflow that leverages [Segment Anything Model](https://github.com/facebookresearch/segment-anything) (SAM). \n",
+    "This notebook demonstrates how to segment BingMaps basemaps, using a FarmVibes.AI workflow that leverages [Segment Anything Model](https://github.com/facebookresearch/segment-anything) (SAM). **We currently only support Unix-based systems (Linux and MacOS) for running this notebook.**\n",
     "\n",
-    "**Note:** if you are interested in an example that runs SAM outside of FarmVibes.AI cluster, refer to the `sam_exploration.ipynb` notebook.\n",
+    "**Note:** if you are interested in an example that runs SAM outside of FarmVibes.AI cluster, refer to the [Field Boundary Segmentation - SAM Exploration](./sam_exploration.ipynb) notebook.\n",
     "\n",
     "The notebook is divided into the following sections:\n",
     "\n",
@@ -48,9 +48,10 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### Micromamba environment\n",
+    "### Importing SAM's ONNX models to the cluster\n",
+    "\n",
+    "Before running SAM workflows in FarmVibes.AI, we need to add the model to our cluster. We provide a script that downloads the original weights from the [official repository](https://github.com/facebookresearch/segment-anything) and separately converts the image encoder and prompt encoder + mask decoder to ONNX format. The script also adds the ONNX models to our cluster, allowing them to be used in workflows.\n",
     "\n",
-    "Before running this notebook, make sure to set up a micromamba environment with all the required dependencies for FarmVibes.AI.\n",
     "\n",
     "**If you are importing the ONNX files to your cluster for the first time**, make sure the following environment is configured:\n",
     "\n",
@@ -59,22 +60,7 @@
     "$ micromamba activate segment_anything_cpu\n",
     "```\n",
     "\n",
-    "**If you already have imported the ONNX files to your cluster**, the standard environment provided in the [README file](../README.md) is sufficient, as most computation will be done within the cluster.\n",
-    "\n",
-    "```bash\n",
-    "$ micromamba activate farmvibes-ai\n",
-    "```\n"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "### Importing SAM's ONNX models to the cluster\n",
-    "\n",
-    "Before running SAM workflows in FarmVibes.AI, we need to add the model to our cluster. We provide a script that downloads the original weights from the [official repository](https://github.com/facebookresearch/segment-anything) and separately converts the image encoder and prompt encoder + mask decoder to ONNX format. The script also adds the ONNX models to our cluster, allowing them to be used in workflows.\n",
-    "\n",
-    "To run the script, execute the following command **in the repository root**:\n",
+    "With the environment activated, execute the following command **in the repository root**:\n",
     "\n",
     "```bash\n",
     "$ python scripts/export_sam_models.py --models < model_types >\n",
@@ -102,31 +88,34 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### Imports"
+    "### Imports\n",
+    "\n",
+    "**If you already have imported the ONNX files to your cluster**, the standard environment provided in the [README file](../README.md) is sufficient, as most computation will be done within the cluster.\n",
+    "\n",
+    "```bash\n",
+    "$ micromamba activate farmvibes-ai\n",
+    "```\n",
+    "\n",
+    "Let's start the notebook by importing the necessary libraries:"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 29,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [],
    "source": [
     "import os\n",
-    "import sys\n",
-    "\n",
     "from datetime import datetime\n",
-    "from shapely import geometry as shpg\n",
-    "import matplotlib.pyplot as plt\n",
     "\n",
+    "import matplotlib.pyplot as plt\n",
+    "from notebook_lib.utils import plot_rasters_prompts_masks\n",
+    "from shapely import geometry as shpg\n",
     "\n",
     "from vibe_core.client import get_default_vibe_client\n",
     "from vibe_core.data.core_types import DataVibe, ExternalReferenceList, gen_guid\n",
-    "\n",
-    "# Add shared notebook library to path\n",
-    "sys.path.append(\"../\")\n",
-    "from shared_nb_lib.utils import create_geojson_file_from_point\n",
-    "from shared_nb_lib.raster import s2_to_img, read_raster\n",
-    "from notebook_lib.utils import plot_rasters_prompts_masks"
+    "from vibe_notebook.raster import read_raster, s2_to_img\n",
+    "from vibe_notebook.utils import create_geojson_file_from_point"
    ]
   },
   {
@@ -161,7 +150,10 @@
     "        storage_dir = f.read().strip()\n",
     "    print(f\"Cache directory set to '{storage_dir}' by reading '{storage_config_path}'\")\n",
     "except FileNotFoundError:\n",
-    "    print(f\"Could not find FarmVibes.AI cache directory at '{storage_config_path}'! Please assign the correct value to `storage_dir`\")"
+    "    print(\n",
+    "        f\"Could not find FarmVibes.AI cache directory at '{storage_config_path}'! \"\n",
+    "        \"Please assign the correct value to `storage_dir`\"\n",
+    "    )"
    ]
   },
   {
@@ -193,9 +185,297 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 5,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
Workflow: farm_ai/segmentation/segment_basemap\n",
+       "
\n" + ], + "text/plain": [ + "\u001b[1;32mWorkflow:\u001b[0m \u001b[1;4;38;5;27mfarm_ai/segmentation/segment_basemap\u001b[0m\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
\n",
+       "Description:\n",
+       "
\n" + ], + "text/plain": [ + "\n", + "\u001b[1;32mDescription:\u001b[0m\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    Downloads basemap with BingMaps API and runs Segment Anything Model (SAM) over them with points \n",
+       "    and/or bounding boxes as prompts. The workflow lists and downloads basemaps tiles with BingMaps \n",
+       "    API, and merges them into a single raster. The raster is then split into chips of 1024x1024     \n",
+       "    pixels with an overlap defined by `spatial_overlap`. Chips intersecting with prompts are        \n",
+       "    processed by SAM's image encoder, followed by prompt encoder and mask decoder. Before running   \n",
+       "    the workflow, make sure the model has been imported into the cluster by running                 \n",
+       "    `scripts/export_prompt_segmentation_models.py`. The script will download the desired model      \n",
+       "    weights from SAM repository, export the image encoder and mask decoder to ONNX format, and add  \n",
+       "    them to the cluster. For more information, refer to the [FarmVibes.AI                           \n",
+       "    troubleshooting](https://microsoft.github.io/farmvibes-ai/docfiles/markdown/TROUBLESHOOTING.html\n",
+       "    ) page in the documentation.                                                                    \n",
+       "
\n" + ], + "text/plain": [ + " Downloads basemap with BingMaps API and runs Segment Anything Model (SAM) over them with points \n", + " and/or bounding boxes as prompts. The workflow lists and downloads basemaps tiles with BingMaps \n", + " API, and merges them into a single raster. The raster is then split into chips of 1024x1024 \n", + " pixels with an overlap defined by `spatial_overlap`. Chips intersecting with prompts are \n", + " processed by SAM's image encoder, followed by prompt encoder and mask decoder. Before running \n", + " the workflow, make sure the model has been imported into the cluster by running \n", + " `scripts/export_prompt_segmentation_models.py`. The script will download the desired model \n", + " weights from SAM repository, export the image encoder and mask decoder to ONNX format, and add \n", + " them to the cluster. For more information, refer to the [FarmVibes.AI \n", + " troubleshooting](https://microsoft.github.io/farmvibes-ai/docfiles/markdown/TROUBLESHOOTING.html\n", + " ) page in the documentation. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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+       "Sources:\n",
+       "
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    - user_input (vibe_core.data.core_types.DataVibe): Time range and geometry of interest.         \n",
+       "
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    - prompts (List[vibe_core.data.core_types.ExternalReferenceList]): ExternalReferences to the    \n",
+       "    point and/or bounding box prompts. These are GeoJSON with coordinates, label                    \n",
+       "    (foreground/background) and prompt id (in case, the raster contains multiple entities that      \n",
+       "    should be segmented in a single workflow run).                                                  \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mprompts\u001b[0m (\u001b[34mList[vibe_core.data.core_types.ExternalReferenceList]\u001b[0m): ExternalReferences to the \n", + " point and/or bounding box prompts. These are GeoJSON with coordinates, label \n", + " (foreground/background) and prompt id (in case, the raster contains multiple entities that \n", + " should be segmented in a single workflow run). \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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+       "Sinks:\n",
+       "
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    - basemap (vibe_core.data.rasters.Raster): Merged basemap used as input to the segmentation.    \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mbasemap\u001b[0m (\u001b[34mvibe_core.data.rasters.Raster\u001b[0m): Merged basemap used as input to the segmentation. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - segmentation_mask (vibe_core.data.rasters.CategoricalRaster): Output segmentation masks.      \n",
+       "
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+       "Parameters:\n",
+       "
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    - bingmaps_api_key (default: None): Required BingMaps API key.                                  \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mbingmaps_api_key\u001b[0m (\u001b[34mdefault: None\u001b[0m): Required BingMaps API key. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - basemap_zoom_level (default: 14): Zoom level of interest, ranging from 0 to 20. For instance, \n",
+       "    a zoom level of 1 corresponds to a resolution of 78271.52 m/pixel, a zoom level of 10           \n",
+       "    corresponds to 152.9 m/pixel, and a zoom level of 19 corresponds to 0.3 m/pixel. For more       \n",
+       "    information on zoom levels and their corresponding scale and resolution, please refer to the    \n",
+       "    BingMaps API documentation at                                                                   \n",
+       "    https://learn.microsoft.com/en-us/bingmaps/articles/understanding-scale-and-resolution          \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mbasemap_zoom_level\u001b[0m (\u001b[34mdefault: 14\u001b[0m): Zoom level of interest, ranging from 0 to 20. For instance, \n", + " a zoom level of 1 corresponds to a resolution of 78271.52 m/pixel, a zoom level of 10 \n", + " corresponds to 152.9 m/pixel, and a zoom level of 19 corresponds to 0.3 m/pixel. For more \n", + " information on zoom levels and their corresponding scale and resolution, please refer to the \n", + " BingMaps API documentation at \n", + " https://learn.microsoft.com/en-us/bingmaps/articles/understanding-scale-and-resolution \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - model_type (default: vit_b): SAM's image encoder backbone architecture, among 'vit_h',        \n",
+       "    'vit_l', or 'vit_b'. Before running the workflow, make sure the desired model has been exported \n",
+       "    to the cluster by running `scripts/export_sam_models.py`. For more information, refer to the    \n",
+       "    FarmVibes.AI troubleshooting page in the documentation.                                         \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mmodel_type\u001b[0m (\u001b[34mdefault: vit_b\u001b[0m): SAM's image encoder backbone architecture, among 'vit_h', \n", + " 'vit_l', or 'vit_b'. Before running the workflow, make sure the desired model has been exported \n", + " to the cluster by running `scripts/export_sam_models.py`. For more information, refer to the \n", + " FarmVibes.AI troubleshooting page in the documentation. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - spatial_overlap (default: 0.5): Percentage of spatial overlap between chips in the range of   \n",
+       "    [0.0, 1.0).                                                                                     \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mspatial_overlap\u001b[0m (\u001b[34mdefault: 0.5\u001b[0m): Percentage of spatial overlap between chips in the range of \n", + " [0.0, 1.0). \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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+       "Tasks:\n",
+       "
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    - basemap_download: Downloads Bing Maps basemap tiles and merges them into a single raster.     \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mbasemap_download\u001b[0m: Downloads Bing Maps basemap tiles and merges them into a single raster. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - basemap_segmentation: Runs Segment Anything Model (SAM) over BingMaps basemap rasters with    \n",
+       "    points and/or bounding boxes as prompts.                                                        \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mbasemap_segmentation\u001b[0m: Runs Segment Anything Model (SAM) over BingMaps basemap rasters with \n", + " points and/or bounding boxes as prompts. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "client.document_workflow(\"farm_ai/segmentation/segment_basemap\")" ] @@ -221,14 +501,16 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 6, "metadata": {}, "outputs": [], "source": [ - "geom = shpg.Point(74.924041, 17.940487).buffer(.01, cap_style=3)\n", + "geom = shpg.Point(74.924041, 17.940487).buffer(0.01, cap_style=3)\n", "time_range = (datetime(2020, 5, 1), datetime(2020, 5, 5))\n", "\n", - "roi_time_range = DataVibe(id=gen_guid(), time_range=time_range, geometry=shpg.mapping(geom), assets=[])" + "roi_time_range = DataVibe(\n", + " id=gen_guid(), time_range=time_range, geometry=shpg.mapping(geom), assets=[]\n", + ")" ] }, { @@ -245,38 +527,34 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "/anaconda/envs/dev-vibes/lib/python3.8/site-packages/pandas/core/dtypes/cast.py:118: ShapelyDeprecationWarning: The array interface is deprecated and will no longer work in Shapely 2.0. Convert the '.coords' to a numpy array instead.\n", + "/home/rpadilha/TerraVibes/y/envs/farmvibes-ai/lib/python3.8/site-packages/pandas/core/dtypes/cast.py:127: ShapelyDeprecationWarning: The array interface is deprecated and will no longer work in Shapely 2.0. Convert the '.coords' to a numpy array instead.\n", " arr = construct_1d_object_array_from_listlike(values)\n" ] } ], "source": [ "point_list = [\n", - " # Let's add a few points over the river\n", - " shpg.Point(74.924202, 17.942116), \n", - " shpg.Point(74.929492, 17.941011), \n", - " shpg.Point(74.926339, 17.941406),\n", - " shpg.Point(74.920655, 17.943872),\n", - " shpg.Point(74.930446, 17.941031),\n", - " ]\n", - "prompt_ids = [0, 0, 0, 0, 0] # single prompt_id for now\n", - "labels = [1, 1, 1, 1, 1] # all foreground\n", + " # Let's add a few points over the river\n", + " shpg.Point(74.924202, 17.942116),\n", + " shpg.Point(74.929492, 17.941011),\n", + " shpg.Point(74.926339, 17.941406),\n", + " shpg.Point(74.920655, 17.943872),\n", + " shpg.Point(74.930446, 17.941031),\n", + "]\n", + "prompt_ids = [0, 0, 0, 0, 0] # single prompt_id for now\n", + "labels = [1, 1, 1, 1, 1] # all foreground\n", "\n", "filepath, gdf, fid = create_geojson_file_from_point(point_list, labels, prompt_ids, storage_dir)\n", "geom_collection = ExternalReferenceList(\n", - " id=f\"geo_{fid}\", \n", - " time_range=time_range, \n", - " geometry=shpg.mapping(geom), \n", - " assets=[], \n", - " urls=[filepath]\n", - " )" + " id=f\"geo_{fid}\", time_range=time_range, geometry=shpg.mapping(geom), assets=[], urls=[filepath]\n", + ")" ] }, { @@ -288,7 +566,7 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 8, "metadata": {}, "outputs": [ { @@ -301,6 +579,20 @@ "metadata": {}, "output_type": "display_data" }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "d531f76ad59948f68c0fe33111d76f6c", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "Output()" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, { "data": { "text/html": [ @@ -314,16 +606,16 @@ ], "source": [ "run = client.run(\n", - " \"farm_ai/segmentation/segment_basemap\", \n", - " \"Basemap segmentation\", \n", + " \"farm_ai/segmentation/segment_basemap\",\n", + " \"Basemap segmentation\",\n", " input_data={\"user_input\": roi_time_range, \"prompts\": geom_collection},\n", " parameters={\n", - " \"bingmaps_api_key\": BING_MAPS_API_KEY, \n", - " \"basemap_zoom_level\": 16, \n", + " \"bingmaps_api_key\": BING_MAPS_API_KEY,\n", + " \"basemap_zoom_level\": 16,\n", " \"model_type\": \"vit_b\",\n", - " \"spatial_overlap\": 0.5\n", - " }\n", - " )\n", + " \"spatial_overlap\": 0.5,\n", + " },\n", + ")\n", "run.monitor()" ] }, @@ -333,19 +625,19 @@ "source": [ "## Visualizing the results\n", "\n", - "The output of the segmentation is a mask with the same size as the input RoI, with each channels corresponding to a prompt. The values of the mask are 0 (background) or 1 (foreground). We can visualize the mask by plotting the mask for each prompt, as well as the foreground (green) and background (red) points used as prompts.\n", + "The output of the segmentation is a mask with the same size as the input RoI, with each channel corresponding to a prompt. The values of the mask are 0 (background) or 1 (foreground). We can visualize the mask by plotting the mask for each prompt, as well as the foreground (green) and background (red) points used as prompts.\n", "\n", "In this case, we have a single channel mask, as we only have one prompt. The mask is a binary mask, with 0s for the background and 1s for the foreground." ] }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 9, "metadata": {}, "outputs": [ { "data": { - "image/jpeg": 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", "text/plain": [ "" ] @@ -355,7 +647,9 @@ } ], "source": [ - "plot_rasters_prompts_masks(run.output[\"basemap\"][0], run.output[\"segmentation_mask\"][0], geom, gdf, labels)" + "plot_rasters_prompts_masks(\n", + " run.output[\"basemap\"][0], run.output[\"segmentation_mask\"][0], geom, gdf, labels\n", + ")" ] }, { @@ -367,7 +661,7 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 10, "metadata": {}, "outputs": [ { @@ -380,6 +674,20 @@ "metadata": {}, "output_type": "display_data" }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "79f162b3f3ae411ea327d1d2deae5ccc", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "Output()" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, { "data": { "text/html": [ @@ -393,21 +701,21 @@ ], "source": [ "sentinel_run = client.run(\n", - " \"data_ingestion/sentinel2/preprocess_s2\", \n", - " \"Sentinel-2 download\", \n", + " \"data_ingestion/sentinel2/preprocess_s2\",\n", + " \"Sentinel-2 download\",\n", " input_data={\"user_input\": roi_time_range},\n", - " )\n", + ")\n", "sentinel_run.monitor()" ] }, { "cell_type": "code", - "execution_count": 35, + "execution_count": 11, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -446,44 +754,42 @@ }, { "cell_type": "code", - "execution_count": 62, + "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "/anaconda/envs/dev-vibes/lib/python3.8/site-packages/pandas/core/dtypes/cast.py:118: ShapelyDeprecationWarning: The array interface is deprecated and will no longer work in Shapely 2.0. Convert the '.coords' to a numpy array instead.\n", + "/home/rpadilha/TerraVibes/y/envs/farmvibes-ai/lib/python3.8/site-packages/pandas/core/dtypes/cast.py:127: ShapelyDeprecationWarning: The array interface is deprecated and will no longer work in Shapely 2.0. Convert the '.coords' to a numpy array instead.\n", " arr = construct_1d_object_array_from_listlike(values)\n" ] } ], "source": [ - "geom = shpg.Point(74.924041, 17.940487).buffer(.002, cap_style=3)\n", - "roi_time_range = DataVibe(id=gen_guid(), time_range=time_range, geometry=shpg.mapping(geom), assets=[])\n", + "geom = shpg.Point(74.924041, 17.940487).buffer(0.002, cap_style=3)\n", + "roi_time_range = DataVibe(\n", + " id=gen_guid(), time_range=time_range, geometry=shpg.mapping(geom), assets=[]\n", + ")\n", "\n", "point_list = [\n", - " # Field 1\n", - " shpg.Point(74.925263, 17.940571),\n", - " # Field 2\n", - " shpg.Point(74.924152, 17.941128),\n", - " shpg.Point(74.923965, 17.940562),\n", - " shpg.Point(74.923877, 17.939968),\n", - " shpg.Point(74.924450, 17.940484), # negative point (background)\n", - " # Field 3\n", - " shpg.Point(74.923296, 17.940970),\n", - " ]\n", - "prompt_ids = [0, 1, 1, 1, 1, 2] # same prompt id\n", - "labels = [1, 1, 1, 1, 0, 1] # foreground and background labels\n", + " # Field 1\n", + " shpg.Point(74.925263, 17.940571),\n", + " # Field 2\n", + " shpg.Point(74.924152, 17.941128),\n", + " shpg.Point(74.923965, 17.940562),\n", + " shpg.Point(74.923877, 17.939968),\n", + " shpg.Point(74.924450, 17.940484), # negative point (background)\n", + " # Field 3\n", + " shpg.Point(74.923296, 17.940970),\n", + "]\n", + "prompt_ids = [0, 1, 1, 1, 1, 2] # same prompt id\n", + "labels = [1, 1, 1, 1, 0, 1] # foreground and background labels\n", "\n", "filepath, gdf, fid = create_geojson_file_from_point(point_list, labels, prompt_ids, storage_dir)\n", "geom_collection = ExternalReferenceList(\n", - " id=f\"geo_{fid}\", \n", - " time_range=time_range, \n", - " geometry=shpg.mapping(geom), \n", - " assets=[], \n", - " urls=[filepath]\n", - " )" + " id=f\"geo_{fid}\", time_range=time_range, geometry=shpg.mapping(geom), assets=[], urls=[filepath]\n", + ")" ] }, { @@ -495,7 +801,7 @@ }, { "cell_type": "code", - "execution_count": 63, + "execution_count": 13, "metadata": {}, "outputs": [ { @@ -508,6 +814,20 @@ "metadata": {}, "output_type": "display_data" }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "2a4782d2f8224cccae45b661f8f2f9bb", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "Output()" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, { "data": { "text/html": [ @@ -521,16 +841,16 @@ ], "source": [ "run = client.run(\n", - " \"farm_ai/segmentation/segment_basemap\", \n", - " \"Basemap segmentation\", \n", + " \"farm_ai/segmentation/segment_basemap\",\n", + " \"Basemap segmentation\",\n", " input_data={\"user_input\": roi_time_range, \"prompts\": geom_collection},\n", " parameters={\n", - " \"bingmaps_api_key\": BING_MAPS_API_KEY, \n", - " \"basemap_zoom_level\": 19, \n", + " \"bingmaps_api_key\": BING_MAPS_API_KEY,\n", + " \"basemap_zoom_level\": 19,\n", " \"model_type\": \"vit_b\",\n", - " \"spatial_overlap\": 0.5\n", - " }\n", - " )\n", + " \"spatial_overlap\": 0.5,\n", + " },\n", + ")\n", "run.monitor()" ] }, @@ -543,12 +863,12 @@ }, { "cell_type": "code", - "execution_count": 64, + "execution_count": 14, "metadata": {}, "outputs": [ { "data": { - "image/jpeg": 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"text/plain": [ "" ] @@ -558,7 +878,9 @@ } ], "source": [ - "plot_rasters_prompts_masks(run.output[\"basemap\"][0], run.output[\"segmentation_mask\"][0], geom, gdf, labels)" + "plot_rasters_prompts_masks(\n", + " run.output[\"basemap\"][0], run.output[\"segmentation_mask\"][0], geom, gdf, labels\n", + ")" ] }, { @@ -580,7 +902,7 @@ }, { "cell_type": "code", - "execution_count": 72, + "execution_count": 15, "metadata": {}, "outputs": [ { @@ -593,6 +915,20 @@ "metadata": {}, "output_type": "display_data" }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "175c5a3487c04c0297e2ee313ee8ff68", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "Output()" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, { "data": { "text/html": [ @@ -606,33 +942,29 @@ ], "source": [ "point_list = [\n", - " # Bounding box\n", - " shpg.box(74.923667, 17.941709, 74.924501, 17.939555),\n", - " ]\n", + " # Bounding box\n", + " shpg.box(74.923667, 17.941709, 74.924501, 17.939555),\n", + "]\n", "prompt_ids = [0]\n", "labels = [1]\n", "\n", "filepath, gdf, fid = create_geojson_file_from_point(point_list, labels, prompt_ids, storage_dir)\n", "geom_collection = ExternalReferenceList(\n", - " id=f\"geo_{fid}\", \n", - " time_range=time_range, \n", - " geometry=shpg.mapping(geom), \n", - " assets=[], \n", - " urls=[filepath]\n", + " id=f\"geo_{fid}\", time_range=time_range, geometry=shpg.mapping(geom), assets=[], urls=[filepath]\n", ")\n", "\n", "# Running the workflow\n", "run = client.run(\n", - " \"farm_ai/segmentation/segment_basemap\", \n", - " \"Basemap segmentation\", \n", + " \"farm_ai/segmentation/segment_basemap\",\n", + " \"Basemap segmentation\",\n", " input_data={\"user_input\": roi_time_range, \"prompts\": geom_collection},\n", " parameters={\n", - " \"bingmaps_api_key\": BING_MAPS_API_KEY, \n", - " \"basemap_zoom_level\": 19, \n", + " \"bingmaps_api_key\": BING_MAPS_API_KEY,\n", + " \"basemap_zoom_level\": 19,\n", " \"model_type\": \"vit_b\",\n", - " \"spatial_overlap\": 0.5\n", - " }\n", - " )\n", + " \"spatial_overlap\": 0.5,\n", + " },\n", + ")\n", "run.monitor()" ] }, @@ -645,12 +977,12 @@ }, { "cell_type": "code", - "execution_count": 73, + "execution_count": 16, "metadata": {}, "outputs": [ { "data": { - "image/jpeg": 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", "text/plain": [ "" ] @@ -660,7 +992,9 @@ } ], "source": [ - "plot_rasters_prompts_masks(run.output[\"basemap\"][0], run.output[\"segmentation_mask\"][0], geom, gdf, labels)" + "plot_rasters_prompts_masks(\n", + " run.output[\"basemap\"][0], run.output[\"segmentation_mask\"][0], geom, gdf, labels\n", + ")" ] } ], @@ -682,7 +1016,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.15" + "version": "3.8.18" }, "name": "Segment Anything Model Workflow (BingMaps basemap)", "orig_nbformat": 4, @@ -695,4 +1029,4 @@ }, "nbformat": 4, "nbformat_minor": 2 -} +} \ No newline at end of file diff --git a/notebooks/segment_anything/env_cpu.yaml b/notebooks/segment_anything/env_cpu.yaml index ba663a3c..8e21ae88 100644 --- a/notebooks/segment_anything/env_cpu.yaml +++ b/notebooks/segment_anything/env_cpu.yaml @@ -12,9 +12,6 @@ dependencies: - jupyter~=1.0.0 - matplotlib~=3.6.0 - numpy~=1.23.3 - - pytorch=2.0.0=py3.8_cpu_0 - - torchvision=0.15.0=py38_cpu - - torchaudio=2.0.0=py38_cpu - pip~=22.2.0 - pandas~=1.5.0 - rasterio~=1.3.2 @@ -22,8 +19,12 @@ dependencies: - tqdm~=4.64.1 - scikit-image~=0.20.0 - pip: + - --extra-index-url https://download.pytorch.org/whl/cpu + - torch~=2.0.0 + - torchvision~=0.15.0 - git+https://github.com/facebookresearch/segment-anything.git - ../../src/vibe_core + - ../../src/vibe_notebook - cartopy~=0.21.0 - xarray~=2022.10.0 - ipympl~=0.9.3 diff --git a/notebooks/segment_anything/env_gpu.yaml b/notebooks/segment_anything/env_gpu.yaml index 38d1b84e..c7afea23 100644 --- a/notebooks/segment_anything/env_gpu.yaml +++ b/notebooks/segment_anything/env_gpu.yaml @@ -14,7 +14,6 @@ dependencies: - numpy~=1.23.3 - pytorch=2.0.0=py3.8_cuda11.7_cudnn8.5.0_0 - torchvision=0.15.0=py38_cu117 - - torchaudio=2.0.0=py38_cu117 - pip~=22.2.0 - pandas~=1.5.0 - rasterio~=1.3.2 @@ -24,6 +23,7 @@ dependencies: - pip: - git+https://github.com/facebookresearch/segment-anything.git - ../../src/vibe_core + - ../../src/vibe_notebook - cartopy~=0.21.0 - xarray~=2022.10.0 - ipympl~=0.9.3 diff --git a/notebooks/segment_anything/notebook_lib/utils.py b/notebooks/segment_anything/notebook_lib/utils.py index f438dfb2..ae188a22 100644 --- a/notebooks/segment_anything/notebook_lib/utils.py +++ b/notebooks/segment_anything/notebook_lib/utils.py @@ -1,22 +1,19 @@ -import os -import sys +from math import ceil +from typing import Any, Dict, Tuple, Union import geopandas as gpd import matplotlib.pyplot as plt import numpy as np import rasterio import shapely.geometry as shpg - -from vibe_core.data import Sentinel2Raster - -current_path = os.path.dirname(os.path.abspath(__file__)) -shared_nb_lib_path = os.path.dirname(os.path.dirname(current_path)) -sys.path.append(shared_nb_lib_path) - -from shared_nb_lib.plot import lw_plot, transparent_cmap -from shared_nb_lib.raster import read_raster, s2_to_img +from numpy.typing import NDArray from skimage import measure +from vibe_core.data import CategoricalRaster, Raster, Sentinel2Raster +from vibe_core.data.core_types import BaseGeometry +from vibe_notebook.plot import lw_plot, transparent_cmap +from vibe_notebook.raster import read_raster, s2_to_img + MANUAL_PROMPT_TITLE = ( "Press 'f' to add a new foreground point to the prompt.\n" "Press 'b' to add a new background point to the prompt.\n" @@ -173,3 +170,55 @@ def plot_rasters_prompts_masks( plt.title(f"Prompt {i}") plt.axis("off") lw_plot() + + +def color_autoseg_masks(seg_raster: CategoricalRaster) -> NDArray[Any]: + with rasterio.open(seg_raster.assets[0].path_or_url) as src: + m = src.read() + + mask_arr = np.zeros((m.shape[1], m.shape[2], 3), dtype=np.uint8) + + # For each mask, add a random color + for i in range(m.shape[0]): + color = np.random.randint(0, 256, 3) # Random color + mask_arr[m[i] == 1] = color.reshape(1, -1) # Apply color to the mask + return mask_arr + + +def plot_autoseg_masks( + raster: Union[Sentinel2Raster, Raster], + mask_dict: Dict[str, NDArray[Any]], + geom: BaseGeometry, + figsize: Tuple[int, int] = (10, 10), +): + n_images = len(mask_dict) + 1 + if n_images <= 4: + n_cols = n_images + n_rows = 1 + else: + n_cols = int(ceil(n_images**0.5)) + n_rows = int(ceil(n_images / n_cols)) + + if isinstance(raster, Sentinel2Raster): + r = s2_to_img(read_raster(raster, geom)[0]) + else: # Basemap Raster + r = read_raster(raster, geom)[0].transpose((1, 2, 0)) + + # Display the image + plt.figure(figsize=figsize) + plt.subplot(n_rows, n_cols, 1) + plt.imshow(r) + + plot_idx = 2 + for title, mask_arr in mask_dict.items(): + plt.subplot(n_rows, n_cols, plot_idx) + plt.imshow(mask_arr) + plt.title(title) + plot_idx += 1 + + if plot_idx < n_rows * n_cols: + for i in range(plot_idx, n_rows * n_cols): + plt.subplot(n_rows, n_cols, i) + plt.axis("off") + + lw_plot() diff --git a/notebooks/segment_anything/sam_exploration.ipynb b/notebooks/segment_anything/sam_exploration.ipynb index 31b5d4d3..5fb0dcc1 100644 --- a/notebooks/segment_anything/sam_exploration.ipynb +++ b/notebooks/segment_anything/sam_exploration.ipynb @@ -61,7 +61,6 @@ "%matplotlib widget\n", "\n", "from datetime import datetime\n", - "import sys\n", "\n", "import geopandas as gpd\n", "import matplotlib.pyplot as plt\n", @@ -72,11 +71,9 @@ "from rasterio.features import shapes\n", "from rasterio.plot import show\n", "from segment_anything import SamAutomaticMaskGenerator, SamPredictor, sam_model_registry\n", - "from vibe_core.client import get_default_vibe_client\n", "\n", - "# Add shared notebook library to path\n", - "sys.path.append(\"../\")\n", - "from shared_nb_lib.raster import read_raster, s2_to_img" + "from vibe_core.client import get_default_vibe_client\n", + "from vibe_notebook.raster import read_raster, s2_to_img" ] }, { @@ -97,7 +94,7 @@ "metadata": {}, "outputs": [], "source": [ - "geometry = shpg.Point(-119.21896203939313, 46.44578909859286).buffer(.05, cap_style=3)\n", + "geometry = shpg.Point(-119.21896203939313, 46.44578909859286).buffer(0.05, cap_style=3)\n", "time_range = (datetime(2020, 5, 1), datetime(2020, 5, 5))" ] }, @@ -155,9 +152,9 @@ "run = client.run(\n", " \"data_ingestion/sentinel2/preprocess_s2\",\n", " \"Sentinel-2 download\",\n", - " geometry=geometry, \n", - " time_range=time_range\n", - " )\n", + " geometry=geometry,\n", + " time_range=time_range,\n", + ")\n", "\n", "run.monitor()" ] @@ -262,8 +259,8 @@ "metadata": {}, "outputs": [], "source": [ - "model_name = \"vit_h\" # one of \"vit_h\", \"vit_l\", \"vit_b\"\n", - "model_path = \"./models/sam_vit_h_4b8939.pth\" # change the path accordingly" + "model_name = \"vit_h\" # one of \"vit_h\", \"vit_l\", \"vit_b\"\n", + "model_path = \"./models/sam_vit_h_4b8939.pth\" # change the path accordingly" ] }, { @@ -494,11 +491,11 @@ } ], "source": [ - "plt.figure(figsize=(8,8))\n", + "plt.figure(figsize=(8, 8))\n", "plt.imshow(sam_input_img)\n", "utils.show_anns(automatic_masks)\n", - "plt.axis('off')\n", - "plt.show() " + "plt.axis(\"off\")\n", + "plt.show()" ] }, { @@ -552,15 +549,15 @@ ], "source": [ "automatic_masks_polygons = [\n", - " shpg.shape(s[0]) \n", - " for m in automatic_masks \n", - " for s in shapes(m[\"segmentation\"].astype(np.uint8), mask=m[\"segmentation\"], transform=transform)\n", - " ]\n", + " shpg.shape(s[0])\n", + " for m in automatic_masks\n", + " for s in shapes(m[\"segmentation\"].astype(np.uint8), mask=m[\"segmentation\"], transform=transform)\n", + "]\n", "automatic_masks_geoseries = gpd.GeoSeries(automatic_masks_polygons)\n", "\n", "plt.figure(figsize=(10, 10))\n", "ax = plt.gca()\n", - "automatic_masks_geoseries.boundary.plot(ax=ax, color=\"C0\")\n" + "automatic_masks_geoseries.boundary.plot(ax=ax, color=\"C0\")" ] }, { @@ -648,10 +645,10 @@ "current_prompt = []\n", "current_labels = []\n", "\n", - "fig = plt.figure(figsize=(8,8))\n", + "fig = plt.figure(figsize=(8, 8))\n", "next_obj_cid = fig.canvas.mpl_connect(\n", - " 'key_press_event', \n", - " lambda e: utils.key_press(e, current_prompt, current_labels, prompts, sam_input_img)\n", + " \"key_press_event\",\n", + " lambda e: utils.key_press(e, current_prompt, current_labels, prompts, sam_input_img),\n", ")\n", "plt.title(utils.MANUAL_PROMPT_TITLE)\n", "imgplot = plt.imshow(sam_input_img)\n", @@ -696,7 +693,7 @@ "print(f\"Number of prompts/fields: {len(prompts)}\\n\")\n", "for n, elem in enumerate(prompts):\n", " prompt, labels = elem\n", - " print(f\"Prompt {n}: {len(prompt)} foreground/background points\" )\n", + " print(f\"Prompt {n}: {len(prompt)} foreground/background points\")\n", " print(f\"\\t Foreground: {[prompt[i] for i in range(len(prompt)) if labels[i] == 1]}\")\n", " print(f\"\\t Background: {[prompt[i] for i in range(len(prompt)) if labels[i] == 0]}\\n\")" ] @@ -737,17 +734,23 @@ "\n", "for prompt, labels in prompts:\n", " points_tensor = torch.tensor(np.array(prompt).reshape((1, -1, 2)), device=predictor.device)\n", - " label_tensor = torch.tensor(np.array(labels).reshape((1,-1)), device=predictor.device)\n", - " \n", - " transformed_points = predictor.transform.apply_coords_torch(points_tensor, sam_input_img.shape[:2])\n", + " label_tensor = torch.tensor(np.array(labels).reshape((1, -1)), device=predictor.device)\n", + "\n", + " transformed_points = predictor.transform.apply_coords_torch(\n", + " points_tensor, sam_input_img.shape[:2]\n", + " )\n", "\n", " batch_masks, _, _ = predictor.predict_torch(\n", " point_coords=transformed_points,\n", " point_labels=label_tensor,\n", " multimask_output=False,\n", " )\n", - " \n", - " manually_selected_masks = batch_masks if manually_selected_masks is None else torch.cat((manually_selected_masks, batch_masks))\n" + "\n", + " manually_selected_masks = (\n", + " batch_masks\n", + " if manually_selected_masks is None\n", + " else torch.cat((manually_selected_masks, batch_masks))\n", + " )" ] }, { @@ -794,9 +797,8 @@ "plt.imshow(sam_input_img)\n", "for mask in manually_selected_masks:\n", " utils.show_mask(mask.cpu().numpy(), plt.gca(), random_color=True)\n", - "plt.axis('off')\n", - "plt.show()\n", - " " + "plt.axis(\"off\")\n", + "plt.show()" ] }, { @@ -852,15 +854,13 @@ "mask_arrays = [np.array(mask.cpu(), dtype=np.uint8)[0] for mask in manually_selected_masks]\n", "\n", "manually_selected_masks_polygons = [\n", - " shpg.shape(s[0]) \n", - " for m in mask_arrays \n", - " for s in shapes(m, mask=m, transform=transform)\n", - " ]\n", + " shpg.shape(s[0]) for m in mask_arrays for s in shapes(m, mask=m, transform=transform)\n", + "]\n", "manually_selected_masks_geoseries = gpd.GeoSeries(manually_selected_masks_polygons)\n", "\n", "plt.figure(figsize=(10, 10))\n", "ax = plt.gca()\n", - "manually_selected_masks_geoseries.boundary.plot(ax=ax, color=\"C0\")\n" + "manually_selected_masks_geoseries.boundary.plot(ax=ax, color=\"C0\")" ] }, { @@ -899,7 +899,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.17" + "version": "3.8.18" }, "name": "Field boundary segmentation (SAM exploration)", "orig_nbformat": 4, diff --git a/notebooks/segment_anything/sentinel2_automatic_segmentation.ipynb b/notebooks/segment_anything/sentinel2_automatic_segmentation.ipynb new file mode 100644 index 00000000..54e97936 --- /dev/null +++ b/notebooks/segment_anything/sentinel2_automatic_segmentation.ipynb @@ -0,0 +1,1280 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Automatic Segmentation of Sentinel-2\n", + "\n", + "This notebook demonstrates how to automatically segment Sentinel-2 imagery, using a FarmVibes.AI workflow that leverages [Segment Anything Model](https://github.com/facebookresearch/segment-anything) (SAM). **We currently only support Unix-based systems (Linux and MacOS) for running this notebook.**\n", + "\n", + "### **Automatic Segmentation** vs. **Prompt-based segmentation**\n", + "Differently from [sentinel2_segmentation.ipynb](./sentinel2_automatic_segmentation.ipynb), this notebook uses the automatic segmentation workflow, which allows the segmentation of multiple elements in a raster without requiring user-defined prompts (i.e., points or bounding boxes marking elements of interest). Behind the scenes, it samples several points in a grid throughout the raster and use them as prompts for intermediary segmentation processes. All intermediary masks are, then, filtered and combined into a final set of masks (one for each entity). \n", + "\n", + "The flexibility of identifying multiple elements in the raster without defining a set of prompts comes with an increase in computing and disk space consumption due to multiple segmentation iterations. Additionally, the output set of masks may not be as refined as the masks obtained from a prompt-based segmentation, because the latter allows a higher control through foreground and background prompts, and consequently yields higher quality masks for individual elements. \n", + "\n", + "\n", + "### Notebook Organization\n", + "\n", + "The notebook is divided into the following sections:\n", + "\n", + "1. **Environment setup**: this section provides instructions for setting up the micromamba environment for FarmVibes.AI and importing the necessary libraries for the notebook. We also download and export the ONNX files required to run SAM workflows to our cluster.\n", + "\n", + "2. **Workflow setup**: we define a location and time range of interest for our analysis.\n", + "\n", + "3. **Running the workflow**: this section discusses the parameters of the SAM workflow and demonstrates how to run it.\n", + "\n", + "4. **Visualizing the results**: finally, we visualize the results of the workflow.\n", + "\n", + "We run steps 3 and 4 for a few different parameter combinations to demonstrate the effect of the parameters on the results.\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Importing SAM's ONNX models to the cluster\n", + "\n", + "Before running SAM workflows in FarmVibes.AI, we need to add the model to our cluster. We provide a script that downloads the original weights from the [official repository](https://github.com/facebookresearch/segment-anything) and separately converts the image encoder and prompt encoder + mask decoder to ONNX format. The script also adds the ONNX models to our cluster, allowing them to be used in workflows.\n", + "\n", + "**If you are importing the ONNX files to your cluster for the first time**, make sure the following environment is configured:\n", + "\n", + "```bash\n", + "$ micromamba env create -f env_cpu.yaml\n", + "$ micromamba activate segment_anything_cpu\n", + "```\n", + "\n", + "With the environment activated, execute the following command **in the repository root**:\n", + "\n", + "```bash\n", + "$ python scripts/export_sam_models.py --models \n", + "```\n", + "\n", + "where `` is a list of model types to be exported (`vit_b`, `vit_l`, `vit_h`). For example, to export all three ViT backbones, run:\n", + "\n", + "```bash\n", + "$ python scripts/export_sam_models.py --models vit_b vit_l vit_h\n", + "```\n", + "\n", + "In this notebook, we will export the `vit_b` model:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "! python ../../scripts/export_sam_models.py --models vit_b" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Imports\n", + "\n", + "**If you already have imported the ONNX files to your cluster**, the standard environment provided in the [README file](../README.md) is sufficient, as most computation will be done within the cluster.\n", + "\n", + "```bash\n", + "$ micromamba activate farmvibes-ai\n", + "```\n", + "\n", + "Let's start the notebook by importing the necessary libraries:" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "metadata": {} + }, + "outputs": [], + "source": [ + "from datetime import datetime\n", + "\n", + "from notebook_lib.utils import color_autoseg_masks, plot_autoseg_masks\n", + "from shapely import geometry as shpg\n", + "\n", + "from vibe_core.client import get_default_vibe_client" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Workflow setup\n", + "\n", + "Let's understand the tasks and parameters of the Automatic Segmentation workflow. To do so, let's instantiate our client and document the workflow that we will use in this notebook:" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "metadata": {} + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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+       "
Workflow: farm_ai/segmentation/auto_segment_s2\n",
+       "
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+       "Description:\n",
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    Downloads Sentinel-2 imagery and runs Segment Anything Model (SAM) automatic segmentation over  \n",
+       "    them. The workflow retrieves the relevant Sentinel-2 products with the Planetary Computer (PC)  \n",
+       "    API, and splits the input rasters into chips of 1024x1024 pixels with an overlap defined by     \n",
+       "    `spatial_overlap`. Each chip is processed by SAM's image encoder, and a point grid is defined   \n",
+       "    within each chip, with each point being used as a prompt for the segmentation. Each point is    \n",
+       "    used to generate a mask, and the masks are combined using multiple non-maximal suppression steps\n",
+       "    to generate the final segmentation mask. Before running the workflow, make sure the model has   \n",
+       "    been imported into the cluster by running `scripts/export_prompt_segmentation_models.py`. The   \n",
+       "    script will download the desired model weights from SAM repository, export the image encoder and\n",
+       "    mask decoder to ONNX format, and add them to the cluster. For more information, refer to the    \n",
+       "    [FarmVibes.AI                                                                                   \n",
+       "    troubleshooting](https://microsoft.github.io/farmvibes-ai/docfiles/markdown/TROUBLESHOOTING.html\n",
+       "    ) page in the documentation.                                                                    \n",
+       "
\n" + ], + "text/plain": [ + " Downloads Sentinel-2 imagery and runs Segment Anything Model (SAM) automatic segmentation over \n", + " them. The workflow retrieves the relevant Sentinel-2 products with the Planetary Computer (PC) \n", + " API, and splits the input rasters into chips of 1024x1024 pixels with an overlap defined by \n", + " `spatial_overlap`. Each chip is processed by SAM's image encoder, and a point grid is defined \n", + " within each chip, with each point being used as a prompt for the segmentation. Each point is \n", + " used to generate a mask, and the masks are combined using multiple non-maximal suppression steps\n", + " to generate the final segmentation mask. Before running the workflow, make sure the model has \n", + " been imported into the cluster by running `scripts/export_prompt_segmentation_models.py`. The \n", + " script will download the desired model weights from SAM repository, export the image encoder and\n", + " mask decoder to ONNX format, and add them to the cluster. For more information, refer to the \n", + " [FarmVibes.AI \n", + " troubleshooting](https://microsoft.github.io/farmvibes-ai/docfiles/markdown/TROUBLESHOOTING.html\n", + " ) page in the documentation. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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+       "Sources:\n",
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    - user_input (vibe_core.data.core_types.DataVibe): Time range and geometry of interest.         \n",
+       "
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+       "Sinks:\n",
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    - s2_raster (vibe_core.data.sentinel.Sentinel2Raster): Sentinel-2 rasters used as input for the \n",
+       "    segmentation.                                                                                   \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1ms2_raster\u001b[0m (\u001b[34mvibe_core.data.sentinel.Sentinel2Raster\u001b[0m): Sentinel-2 rasters used as input for the \n", + " segmentation. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - segmentation_mask (vibe_core.data.rasters.CategoricalRaster): Output segmentation masks.      \n",
+       "
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+       "Parameters:\n",
+       "
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    - pc_key (default: ): Optional Planetary Computer API key.                                      \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mpc_key\u001b[0m (\u001b[34mdefault: \u001b[0m): Optional Planetary Computer API key. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - model_type (default: vit_b): SAM's image encoder backbone architecture, among 'vit_h',        \n",
+       "    'vit_l', or 'vit_b'. Before running the workflow, make sure the desired model has been exported \n",
+       "    to the cluster by running `scripts/export_sam_models.py`. For more information, refer to the    \n",
+       "    FarmVibes.AI troubleshooting page in the documentation.                                         \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mmodel_type\u001b[0m (\u001b[34mdefault: vit_b\u001b[0m): SAM's image encoder backbone architecture, among 'vit_h', \n", + " 'vit_l', or 'vit_b'. Before running the workflow, make sure the desired model has been exported \n", + " to the cluster by running `scripts/export_sam_models.py`. For more information, refer to the \n", + " FarmVibes.AI troubleshooting page in the documentation. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - spatial_overlap (default: 0.5): Percentage of spatial overlap between chips in the range of   \n",
+       "    [0.0, 1.0).                                                                                     \n",
+       "
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    - points_per_side (default: 16): The number of points to be sampled along one side of the chip  \n",
+       "    to be prompts. The total number of points is points_per_side**2.                                \n",
+       "
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    - n_crop_layers (default: 0): If >0, mask prediction will be run again on crops of the image.   \n",
+       "    Sets the number of layers to run, where each layer has 2**i_layer number of image crops.        \n",
+       "
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    - crop_overlap_ratio (default: 0.0): Sets the degree to which crops overlap. In the first crop  \n",
+       "    layer, crops will overlap by this fraction of the chip length. Later layers with more crops     \n",
+       "    scale down this overlap.                                                                        \n",
+       "
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    - crop_n_points_downscale_factor (default: 1): The number of points-per-side sampled in layer n \n",
+       "    is scaled down by crop_n_points_downscale_factor**n.                                            \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mcrop_n_points_downscale_factor\u001b[0m (\u001b[34mdefault: 1\u001b[0m): The number of points-per-side sampled in layer n \n", + " is scaled down by crop_n_points_downscale_factor**n. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - pred_iou_thresh (default: 0.88): A filtering threshold in [0,1] over the model's predicted    \n",
+       "    mask quality/score.                                                                             \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mpred_iou_thresh\u001b[0m (\u001b[34mdefault: 0.88\u001b[0m): A filtering threshold in [0,1] over the model's predicted \n", + " mask quality/score. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - stability_score_thresh (default: 0.95): A filtering threshold in [0,1], using the stability of\n",
+       "    the mask under changes to the cutoff used to binarize the model's mask predictions.             \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mstability_score_thresh\u001b[0m (\u001b[34mdefault: 0.95\u001b[0m): A filtering threshold in [0,1], using the stability of\n", + " the mask under changes to the cutoff used to binarize the model's mask predictions. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - stability_score_offset (default: 1.0): The amount to shift the cutoff when calculated the     \n",
+       "    stability score.                                                                                \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mstability_score_offset\u001b[0m (\u001b[34mdefault: 1.0\u001b[0m): The amount to shift the cutoff when calculated the \n", + " stability score. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - points_per_batch (default: 16): Number of points to process in a single batch.                \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mpoints_per_batch\u001b[0m (\u001b[34mdefault: 16\u001b[0m): Number of points to process in a single batch. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - num_workers (default: 0): Number of workers to use for parallel processing.                   \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mnum_workers\u001b[0m (\u001b[34mdefault: 0\u001b[0m): Number of workers to use for parallel processing. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - in_memory (default: True): Whether to load the whole raster in memory when running            \n",
+       "    predictions. Uses more memory (~4GB/worker) but speeds up inference for fast models.            \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1min_memory\u001b[0m (\u001b[34mdefault: True\u001b[0m): Whether to load the whole raster in memory when running \n", + " predictions. Uses more memory (~4GB/worker) but speeds up inference for fast models. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - chip_nms_thr (default: 0.7): The box IoU cutoff used by non-maximal suppression to filter     \n",
+       "    duplicate masks within a chip.                                                                  \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mchip_nms_thr\u001b[0m (\u001b[34mdefault: 0.7\u001b[0m): The box IoU cutoff used by non-maximal suppression to filter \n", + " duplicate masks within a chip. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - mask_nms_thr (default: 0.5): The box IoU cutoff used by non-maximal suppression to filter     \n",
+       "    duplicate masks between different chips.                                                        \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mmask_nms_thr\u001b[0m (\u001b[34mdefault: 0.5\u001b[0m): The box IoU cutoff used by non-maximal suppression to filter \n", + " duplicate masks between different chips. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
\n",
+       "Tasks:\n",
+       "
\n" + ], + "text/plain": [ + "\n", + "\u001b[1;32mTasks:\u001b[0m\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - preprocess_s2: Downloads and preprocesses Sentinel-2 imagery that covers the input geometry   \n",
+       "    and time range.                                                                                 \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mpreprocess_s2\u001b[0m: Downloads and preprocesses Sentinel-2 imagery that covers the input geometry \n", + " and time range. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
    - s2_automatic_segmentation: Runs a Segment Anything Model (SAM) automatic segmentation over    \n",
+       "    Sentinel-2 rasters.                                                                             \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1ms2_automatic_segmentation\u001b[0m: Runs a Segment Anything Model (SAM) automatic segmentation over \n", + " Sentinel-2 rasters. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "client = get_default_vibe_client()\n", + "client.document_workflow(\"farm_ai/segmentation/auto_segment_s2\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Understanding the main parameters of the automatic segmentation\n", + "\n", + "The `farm_ai/segmentation/auto_segment_s2` has a single input, which is the geometry and time range of interest. It will download Sentinel-2 raster data for the specified region and time range, and segment the raster using the SAM model. The output is a [`CategoricalRaster`](https://microsoft.github.io/farmvibes-ai/docfiles/code/vibe_core_data/rasters.html#vibe_core.data.rasters.CategoricalRaster) with the segmentation results.\n", + "\n", + "The workflow has two tasks (`data_ingestion/sentinel2/preprocess_s2` and `ml/segment_anything/s2_auto_segmentation`). The `preprocess_s2` task downloads the Sentinel-2 raster data, which is forwareded to the `s2_auto_segmentation` task that segments each element and combines the results into a single mask raster.\n", + "\n", + "As for parameters, the main ones related to the segmentation process of the `s2_auto_segmentation` task are:\n", + "\n", + "- `model_type`: defines the backbone architecture for SAM's image encoder, among `vit_b`, `vit_l`, and `vit_h`. The default value is `vit_b`.\n", + "- `spatial_overlap`: the input raster is split into chips of size 1024x1024 pixels. This parameter defines the spatial overlap between chips in the segmentation process. The default value is 0.5, meaning that the chips will overlap by 50%. Increasing this parameter allows the segmentation of elements that may fall in the border of two chips, but also increases computation, as more chips will be processed.\n", + "- `points_per_side`: determines the size of the point grid sampled for each chip, i.e. the number of points to be sampled along one side of the chip to be used as prompts. The total number of points in a grid is `points_per_side**2`. The default value is 16, and increasing this parameter allows the model to capture smaller elements within the chip (as we increase the chance of a point being sampled within that element).\n", + "- `n_crop_layers`: if greater than 0, the segmentation process will be run on crops of the chip. This parameter sets the number of layers to run, where each layer has `2**i_layer` number of image crops. For example, with `n_crop_layers=0` the segmentation is run solely on each chip. With `n_crop_layers=1`, besides the each chip, the segmentation is also run in 4 smaller crops (2 by 2) per chip, and so on. The masks obtained across all crops are combined. By operating on smaller images as well, this parameter allows the model to capture more details and improve the segmentation quality, at the cost of increased computation. The default value is 0 (i.e., only runs the segmentation on the whole chip).\n", + "- `crop_overlap_ratio`: sets the degree to which crops overlap. This is similar to the `spatial_overlap` parameter, but with respect to crops (defined by the `n_crop_layers` parameter). The default value is 0.0.\n", + "- `crop_n_points_downscale_factor`: the number of points sampled in each layer is scaled down by this factor. The number of points-per-side sampled in layer `n` is scaled down by `crop_n_points_downscale_factor**n`. The default value is 1 (i.e., no downscaling, the same number of points is sampled in each layer).\n", + "- `pred_iou_thresh`: a filtering threshold in the range of [0,1] over the model's predicted mask quality/score. This is used to remove masks which SAM assigns a low quality/confidence score. The default value is 0.88.\n", + "- `stability_score_thresh`: a filtering threshold in the range of [0,1], using the stability of the mask under changes to the cutoff used to binarize the model's mask predictions. This is used to remove masks that vary considerably due to small changes in the binarization threshold. The default value is 0.95.\n", + "- `stability_score_offset`: the amount to shift the binarization cutoff when calculating the stability score. The default value is 1.0.\n", + "- `points_per_batch`: the number of points to process in a single batch. The default value is 16.\n", + "\n", + "Additionally, there are two parameters related to the filtering and combination of masks:\n", + "\n", + "- `chip_nms_thr`: the box IoU cutoff used by non-maximal suppression to filter duplicate masks within a chip. Decreasing this threshold means that masks in the same chip that share lower IoUs might be filtered out from the final mask. Whereas higher cutoffs allows masks that share higher IoU with other masks to be considered for the output. The default value is 0.7.\n", + "- `mask_nms_thr`: the box IoU cutoff used by non-maximal suppression to filter duplicate masks between different chips. This is similar to `chip_nms_thr`, but applied across chips. The default value is 0.5." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Running the workflow\n", + "\n", + "Now that we understand the parameters of the workflow, let's run it on a small region. In this example, we select an area around a defined latitude/longitude and a time range of a few days. " + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "metadata": {} + }, + "outputs": [], + "source": [ + "geom = shpg.Point(-119.21896203939313, 46.44578909859286).buffer(0.07, cap_style=3)\n", + "time_range = (datetime(2020, 5, 1), datetime(2020, 5, 5))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We will instantiate a workflow run and monitor its progress:" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "metadata": {} + }, + "outputs": [ + { + "data": { + "text/html": [ + "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "5ad09cda848842adab61a0407ff35030",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Output()"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "run = client.run(\n",
+    "    \"farm_ai/segmentation/auto_segment_s2\",\n",
+    "    \"SAM - Automatic Segmentation\",\n",
+    "    geometry=geom,\n",
+    "    time_range=time_range,\n",
+    "    parameters={\n",
+    "        \"points_per_side\": 8,\n",
+    "        \"spatial_overlap\": 0.0,\n",
+    "    },\n",
+    ")\n",
+    "run.monitor()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "The output of the segmentation is a raster containing a mask with the same size as the input RoI, with each channel corresponding to one identified entity. \n",
+    "\n",
+    "The values of the mask are 0 (background) or 1 (foreground) and we can visualize them by plotting each channel with a different color.\n",
+    "\n",
+    "We provide two auxiliary functions to help us visualize the masks: `color_autoseg_masks` and `plot_autoseg_masks`:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {
+    "metadata": {}
+   },
+   "outputs": [
+    {
+     "data": {
+      "image/jpeg": 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",
+      "text/plain": [
+       ""
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# Read and combine the masks into a single RGB numpy array for visualization\n",
+    "colored_mask = color_autoseg_masks(run.output[\"segmentation_mask\"][0])\n",
+    "\n",
+    "# Plot the Sentinel-2 raster and the colored masks\n",
+    "plot_autoseg_masks(run.output[\"s2_raster\"][0], {\"Segmentation masks\": colored_mask}, geom)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "As we can see, the workflow is able to capture several fields on the right portion of the region, but there are still several missing ones in the output segmentation mask.\n",
+    "\n",
+    "One way to improve these results is increasing the number of crop layers, with the `n_crop_layers` parameter. This will allow the model to run the segmentation over smaller crops within input region, which can help it capture more details and improve the segmentation quality, at the cost of increased computation.\n",
+    "\n",
+    "With `n_crop_layers=1`, the segmentation is run on 4 smaller crops (2 by 2) per chip, and all intermediary masks (each original chip and all crops) are combined. Let's run the workflow again with this parameter:\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {
+    "metadata": {}
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "7a8afe8ec10f4ceda38e23d992205041",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Output()"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/jpeg": 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Jyybg2A0zsvIJHQg1X/4WP4d9dV/8E93/APG6P+Fj+HfXVf8AwT3f/wAbquWXYrkl2H6No99a+LPGF9Pb7bfUZLdrZ96nzAluqNwDkYYEc4rn4/Cusr8JNA0P7FjUrSa0eaHzU+QJMrOd2cHABPBrVvPiv4Q06NZL69vbWNjtVp9MuUBPoCY6pf8AC7/h7/0Hm/8AAOf/AOIqWrbiaa3K2teFr688VavcXvhi31+O78v+z7i6uE8mzUIFKtGxyBuy2UUk5pll4avLXwD4Z0vU/Ck2o3VlAwc21+kE9o/+w+9c5BOcP2HXtc/4Xf8AD3/oPN/4Bz//ABFH/C7/AIe/9B5v/AOf/wCIoEZ154P8Q6z4S07S9XW4uF/t5J2jkvA81vZcjDy5G5gCeQSeR1xW9p2nazpWh3vhu80eHWNOgt/Lspd8cS3EXTyZVP3XA/iA2sPQ1S/4Xf8AD3/oPN/4Bz//ABFH/C7/AIe/9B5v/AOf/wCIoAk8KaNrFh4kEsFhf6RoS2zJJY3uoi6DS5G0xAO+wABs/MM5HFd7Xn3/AAu/4e/9B5v/AADn/wDiKP8Ahd/w9/6Dzf8AgHP/APEUAeg0V59/wu/4e/8AQeb/AMA5/wD4ij/hd/w9/wCg83/gHP8A/EUAeg0V59/wu/4e/wDQeb/wDn/+Io/4Xf8AD3/oPN/4Bz//ABFAHoNFeff8Lv8Ah7/0Hm/8A5//AIirC/F7wUyhl1K6KkZBGnXPP/kOmk3sJtLc7miuDj+MngWZmWLVp3ZDhgthcEj6/u6l/wCFueDP+ghd/wDgtuf/AI3TUJPZBdHb0Vwkvxj8DwJvm1WeNc43Pp9wBn8Y6Wy+MXgXUb+2sbTWmkubmVYYk+yTDc7EADJTA5IpNNbjO6ooopAFFFFABRRRQBW1Cxg1PTbqwul3W91C8Mq5xlWBBH5GsDSfCt7a6lYXeq60dRGmwNDZILYRFdwCl3IY732jGRtHJ45rqKKAOd8ff8k78S/9gu5/9FNXgkJdZBjjcOd4xn9K978ff8k78S/9gu5/9FNXjUNuiKqMpkQDq/H5cVhWexrS6lX7TbmDynt0M5YbmK5Cj2qOW3BJTkAYIw2M/gK1bO0LMAmGQHcd/Q/jVqXTrm4L3jx/IOUVMAjHtXPdG1jnVtJVkUIx5525zVtnkicbQGYdFVuB+FXpbZrizE0iuHU55FWYLcxRfbIkCSAfMMcj8KdwsYDNKY3aVcn1I7n1Nef+KLNoL1ZiuN4w3Hcf/Wr1WSO3vrOSeS4UOzcrg5+mOn6VwvjK2mFihkicFGyHYYyOnFaU5amdVXicrc3nnWVuM/OqGNx6gHINU4zzUdOXrXSlY5G7ncaNIz21ts/1h+RM8/56frW/Jqf9oILEzBp7YNvTGOMjofUe1cv4ZnWNYXZsbJcH6YrRlhktvEtzcKmIpEyrNwDkDIz9c1zSXvM6FNpKxsaX541C3jieSNnYcjuPpXWXrhbkps2gDAyK4qzu5obmOSJikyHg9fp/M129wm6ITOxyx54rGS1OpO6IoxuYAYI681leI7d73SZ4Puso3gDvjmtRHB+Xd196ztTultoWLfecEKCf1pLcJpOLTPLduCQetdB4Ysh9rF9cOsUUZGwt1Y+w79/zqvd71tnmjt0difmcrkinWYljs2kmdi7OOM8KAP8A69b7nnQpctSzO11TxNBPqMupCNVMiLFDAnACr/Efqegrnb/Vp704lbhRkqOgHqaz5JI3shMkjNKW2IAOg7mtLTNPMtsyeUGn2l33vtCL3J/Co0Wp18zk+VGYjm+3RlWWH+Eg45qfyEggYwxhYlPzSE4UfU/4VRuNbEZ2WUKgDje65/IdBVe91ia/sxDKBuDA5XgEfSqszF1oLZ6liXUrWCQNHuuZVOQWG2MH2HU/pWe+o3DElX8sE5Ij+WqmKMVSRyyqSkaT6td3GnGzmlZ4w4YEnmqJp0KqYpCzYYEYHrTKaJbb3Fx61ZtI3mkZIxlijYA6ng1WHPvW74bRotYhKzJFOwYIGXdjg5yPpSb0Kpx5pJGPbW0tw2FyFHVvSulu9T0K20GOztNOje6UDzJ5PmYt3I9B/nFP1jT7RCscV4QRy6IAQfxHSs5LOFcnaGGeC3JpXvqdCpuOiXzKtgkVzLmW0Crn/WDIUfWlMBDMQBECecHJP41fjjO8AjC44zWzHYQfZMMPnYct6Z9KHKxpGloYdto7um/ysKATl+9QyogIOwbj6D0rSvLm7t2ERc7Au3g8sue9UvNBiWMAADn3NLmCSilZEayBfmwVxweKjt9FvdQlZbePzHYFsAgEj8a3vD9kuoXbtKN8cWMoON2fU12sNlFAQbeKKLbz8gAyO4zUSqW2NIUPaK72PN/+ET1hEbfprE+quDj8jVm28F6z/aIlSKKNQxZMyr+HGa9Gacuq8cHjaPWqF5fxW4ZzKqsOFUnBqPayZf1WC1ZzN3d6xo9s1o1ykIU4xgHHsD6e3vWDqXiOd08ozPICMMPu/pWdqmp3l7du80jM7HP0z6VmMp3YYYPvW0YJbnHVxD2iDOXYsx5Jya0dDkvItVt3sULTBgAo7juD7VStrWa7nSGCNnkc4VVHU16z4f0CDQbDyz+9u5cGV16D/ZHtSnJRRGHpSqSuuhuwW5lTuhA6HnmsvxYCPD9zA7DsucdBkVtxXO1CNpOBnIrm/F04/saYM2GdlOPbNc0fiR6tT4GeU3dvJBDclSrJ5bDIPUYNfaqf6tfoK+Nb8f8AEvuOR/q2/lX2Un+rX6CvQpO6PNSsOooorUYUUUUAFZHiHRDrdpbrFdNaXdpcJdWtwED+XIoI5U43AqzAjI4PUVr0UAYug6FLpc9/e3t6L3Ub+RXnmWLykAVdqIqZOFAz1JOSTms34j/8ief+whY/+lUVdZXJ/Ef/AJE8/wDYQsf/AEqiprczrfw5ejMKiiiu4/PgrE8Rf6u3+rf0rbrE8Rf6u3+rf0rGv/DZ9Dwp/wAjij8//SWYNFFFeaftp494usDp/iS6ULtjlPmpjphuv65rDrvviVbjOn3IHPzxk/kR/WuBroi7o+Cx9L2WJnBd/wA9QooopnGFbfhZrg6zHHFIyxkFpFB4IA7isStLQbiW31m28pgC7hGz3BPNTNXizowklGvBvuj0iiiiuE+4M3VrYPGtwPvRjBHsax6n8V6mLe0FnE372b72P4V/+vXH/bLnGPPkx/vV7WAxnsqXJJeh8fnMYPFNw3tr6/8ADF/WboMVgRs45bHr6Vk0UAEnAGTWVaq6s3NnnJWVgpyI8sixopZ2ICqBkk+lOkgmiCmSJ0DfdLKRn6UxWZHDoxVlOQQcEGsk0xnX6f4PhhkU6vcZmxu+w25BkI/2j0X/ADzXSSWr3OnNp6xRWNg3Bhg5dh/tMf1wPxrnPA7K8l8zndMdpyTkkc12NfYZXg6E6CqW3v8A5a/1byPQwWW0qkVVre8/wXy/zM+30PTLVdsdnF0xll3E/ial8KaZbaf8SrBrZdgmt5iyDoCF7Vbpugf8lM0z/r1l/ka2zOhShh/dilZq2nmenWpwUY2XVfmesUUUyWWOGJpZXVI0GWZjgAepNeIbHnnxm/5FO0/6/V/9AevD445JpFjiRndjhVUZJPsK9C+Jvja28QyRaXp2Hs7eTe0//PR8Ecewyee9ZfhTxnZeGbORf7FjnvSTi58zDEdgeDgfSvLxElKpdHiYh06tfWVl3Lvhz4YajqT+bq2+wtgMheDI/wCHb8fyqt408JaR4eQNYaussu4BrSRgZAPXI/qKo634817WnYPdtbQHpDbkoPxPU/nXMkknJOTWLt0JqVMOoclON/NhRRRSOMKKK9a+DvgfS9ehutZ1SIXKwTeTFbuPkztBLN69RgUGdWqqUOaRwPh3wjrXitrgaPaif7OFMhMioBnOOpHoa1pfhV40ikCHRXfJwCk0ZH/oVfTdrY2lihS0tYLdSACIowoOOnSrFB5csxnf3UrHzIPhB40Kbv7MjHsbmPP865fWtA1Tw9fCy1W0e3nI3KpIO4ZxkEcEcV9U+LtSu9H8I6pqFioa5t7dnjyMgH1x7dfwrwuK2Wec6nezPdXsoDvcTtk5PPHYD6VtQouq7I2o4yclzTSsc3o3huWZ0uL1SkQORGRy319BXYjgYFFMklSLbvYAsdqjuT6V69KlGkrIyqVJVXqcVpslzH4nkNshcmZg47bc85ruqqWNhFYrJsGXlcu7dySat1thaLpQs3udcpXM/WNFv9dtktNOiEsqv5jKXC/KBjv7kVB4a8E69o/i/QL69tFjt49UtNzCVTjMyAcA+pFdl4UlibVp4gVMqw7iM8gEj/P4V0l//rdL/wCwrY/+lMdfJZtmFSOZewja3ur7zam2lY9qooorqNgooooAKKKKACiiigDnfH3/ACTvxL/2C7n/ANFNXllgrxTS2gRJAo4aToPwr1Px9/yTvxL/ANgu5/8ARTV5ZcwvY3sN2771kIyV6fSufEdDaj1Na3tDcaflHjR0HTpRBGI7GZZ5ow4yu3kk1Fe3lssts8R3DpIFPAJ6VHqBbTNl8Zc7+nGct144rkNywluy2UeJMYYBg3I/KllkOmzyNcKrQSrjpt4+lLYubzTPtT3K5UmRolHP1zVW+vbfVNMmYKuBjaCwGP8AE0DM6XR1GmTXkJOGO7aedvNcv4rmmv8ASnEyFUSLEbZ4JH/6q7mSA2GmRLG5ljnARi3G0ketZI0dZYrnT7gxeY0Z8vcw4z0x61pGVtSJK6seFHrSjrTp4zFcSRt1Rip/CmCu44Do/Dr7S5z91lJHtXULLBeqq3Qma5BCReXjGM+lcdocu2aVMcsnH4V1FnK9rewXTLnY6yYPsc1jNam1J6WLc+n3dlK5vIpImX7m9Nu4CtmLxEyWaxXqsqY4baTkdiag8UeJpfEvkyCJYDCGIHJDknOOlY5kneJI2Uhl9V5X2rJq5tB2ujpnvIEgWUNkv9wDvXLapqhmmLFiT0wOfoKGkO7dKzO31yans9IjvyP3pjADM7semOvbrSSUdWVJuXwmf9sllgEUalSP9Y3XFMmAkaKyRtqcZPdiat3lkkNmRBLGNrY8vOGI7k0WnkO25SjOoAJ7jA7U0Y8jvZvUytZllt7j7FEWjgjUYA43cck1lo7xNuR2UkYJB7Gtq40jVdTv2MVrJJk7VIOc+lFz4XvNNAfVClqpGdrN85+gq1axzVIycmzG2uCAFPPTjrWjpumRXDP9tnNqm35WK5+b3HpTrzVpJ0jhiASGJQiccgCs8sWOWJJ9TSuZtxi+5NJp0wlZYtsozwVPX8KiazuFfY0LhvTbQGKtlSQR0ING6ZvutIx9ASadxXiyzHaRpazG5l8mQYMYIzu65+lJDDbSKS85Zv7qjk0+3015CGuAwH90dfx9K0oooIPljjx646n8etB0Qp31sVEt5lI2osC443Dcx/wqeOBbcfKv709XJyf/AK1OeQbwC34L/jUZlOGOMfQUrmqSRJsVCCckd6k8/ZEV3FW7cdqmsHM0u0hTkdGFbF8BFpMpe3j3xxsV3KPl47elQ5Fxu1c521uliljkdS4Qg4IHakk1K7muH2zthnJVRWfp0jXd4kTqNpIBxWgrx2FjNMV/0pjtjB/hHrTaMudtXvoPlg1KUCR0ZuOMgdKrSmaMKJFK+gxis43lw7lmmcn1zV+z1NhJi6AlQ5Hz84z3p8pn7WMnZnUeC2Jkutx4wuc11vmktjPydK5PS9W0awlYwExpJwwbLNkelasnibTkRhCzytj5RsIGfqawlFt7HoUpxjBJsk1+9+yWPlxkeaRuHPTnrXIxaXqFzKq3LsrfeO7qQeenaklubq5vvMeUtL3OeF+n0rf00RGGWZ5CxCYA754zV/AjCdTnZUTSoCrB4wzIVVTnOPaq01hG4ExQSc4ywDHP41ekjfhx5gDkHbV2G1jjkU9WI6d6nmZnZMj020jhzIkccJ4HyAL+OK6CwQSSlPMZuP73SuN1oqnMk6xqpx5ZOM+9WvDOqabY3U5lvoUDIAHLdeaGm1c66coxSTO1a364d9o965jxfbKmjtNuYszqvJzx/kVtx69pUgwNQtj7+aB/WsLxneW82kpBbzJJKZFbbGc8EH0qIp3KqOLgzzq+/wCPG4G7/lk38q+zE/1a/QV8Y3s0cNlcoQXlMbKfReMfia+zk/1a/QV30tjz00x1FFFajCiiigAooooAK5P4j/8AInn/ALCFj/6VRV1lcn8R/wDkTz/2ELH/ANKoqa3M638OXozCoooruPz4KxPEX+rt/q39K26xPEX+rt/q39Kxr/w2fQ8Kf8jij8//AElmDRRRXmn7acr8QIDL4bEgH+qmVj9Dkf1ryyvaPEtv9p8N6hH/ANMSw/4Dz/SvF62p7HyGe0+XEqXdBRRRVnikkMMlxMsUKF5GOFVepqSa3udPuFWaN4ZVwy54Psak0u8XT9SgumQusZJKg8ngirGvaqmr3yXEcbRhYwmGOe5P9a1UafsnJv3r7eRqlD2fNf3rnR6d4stZYkS9zFKOC2Mqff2qzqfiO0srYNBIk8rj5FVsge59K8/orl9jG9z0I5xiFT5Xa/fqTXVzLeXLzzNukc5JqGiitTy23J3YV9DeCtB0nT/Dthc2dvE800CyPcFQXYkZPPYZ7V88jrXv1p428I6RpNtaxapF5cMSoqRozHgewrwM/jWnThCkm7vW36nLieZpJG14k0aLXdAu7B40Z3jPlFh918fKfbmvmmRGikaNxhlJUj0Ir2jVfilZvbPFolvNcTsComlXZGnvzyfpXmcVjGjF5P3spOSzetejwtkuPnTl7SPLB7X/ABIoN00+YraDqb6TemfyGljddjAdevUV28XiTSpMZuhGT2kUr/MVzYAHSgcMGwMqcjI71+jYTB1sLT5ITTXmv+CehQzKpRXKldHWnV9OCbzfW+32kBqpDrT6R4it/En9nXc+m20DRNKIyilnyBgtjPau08D6rp2swyxTaXarqEKbneK2UeavrwOue1HxSgeHwBchYoobdZYtiKMH73PHQV4mY5jiZXoTgo2sc1biCpOrGjyKLuupxmofGbV5Zm+wWNrbxFQAJcyMD654H6Vw+qeItY1mRn1DUbicN1QuQg+ijgVVsLC71S9isrG3ee5lOEjQZJr1jwz8EJ5HWfxHdCKPg/ZrZssfZm6D8M/Wvn8RjFBfvJG1fGNL95I8eq1c6Zf2UMc11ZXMEUv+reWJlD/Qkc19Q6Z4A8LaRIktpo1v5qfdklBkYH1yxODXDfHmRRpGjxfxNPIw+gUf4iuGnmCq1VCK3OKGMU5qMUeG0UUV6J2BRXQeF9CXVLhprlSbWLt03t6V3R0uwMPkmzg8v+75Yr08LllSvD2l7LoenhcrqYin7S9l0PJa+ifgb/yIs/8A1/Sf+gpXlOteDRtM+mZz1MDH/wBBP+NdV8NPGb+D9On0rVdHvzA8xmSaCEsQSACCPTjqK5q+DrUZcso/ceZmeX4iEHDlv6HvFZmveINN8N6ZJf6ncLFEo+Vc/M5/uqO5rgfEnxk06z0qZdNs7/7dIhELXFv5aKx7nJ5x1xivC9X1zU9euhc6pezXUwG0NIfuj0A6D8K5XFp2Z41HAVG/3it+Z6drfizWPGiFJv8AQNGflbWNvnmXOR5jensKoi3hEPk+UnlYxs28flSWq7LSFT2jUcfSpa+xwuEp0YWit9zpSUdIqyIDaQ+UYwm1cYwhK4+mK4nWbeW01lkgkndlAdWLFmX8a72tzwvrGj28l3bybIr5GHmPsOXXAI5x254rlzOjT9km7R13OjDRUp2k7I8h/tnVoCA11MpxwHH+NPXxHqq/8vZP1Rf8K7T4ng6re6fLYI9wiRMGMaE4JPeuAbTb5RlrO4A9TGa+enXlCTjGpf5m8401KyaZ6J8MNQudS8QX011JvdbRYwdoHAbjpXo9/wD63TP+wrY/+lMdeV/C+/s9Mk1i6vZo4Y0iTLOfc8D17Vcj8bTeJPiH4ctbdTFp0er2pVT96Q+avLf4V85Uw06uYc0VpGzb/Em2p9ZUUUV7pYUUUUAFFFFABRRRQBzvj7/knfiX/sF3P/opq8vaFJ7a4srhizof3YByc9sCvUPH3/JO/Ev/AGC7n/0U1eYWE0dzsuJAiXLyghsdsdPeubEdDaj1I5VSTw/LHPMscsQyEbAGR2471V/ty6h0tjqdiJLVRtj2rkZPTmpNa0t7++uLbYBKwV0YnHP4fjT7SOO504aPcRjzN3zsOQpX/wDVXPpY21E8NyjUrdreGRoQ2cjP3vanWcVpDcKs0g3O/liIdOvWiTSk0/TTcQvh0YBgI8BucVc1IW19p9jIoLymQDEeM47/ANKHuMXUZ5LW+TTZtrWoAkHqeuOe3eqVw8c7G/jDGFTsBIOSMfXpVia2gumu02ytLEgIZ+oxzg9qr2UkUDASIpjYHBZfu57YzQgZ4lrSqus3e0YUyEgfXmqSoSuRW74zjSPxVeCNdqEqVGMcYFWPDWjJqmmX7kZkQAR89Cc/4V2qVopnA43k0YlhKYrqNhng9q7y3FtOsEss3yKBvXbyR6DnnpXnq5jlI6EGuwhmRbaN2yqsgPNTURdF2ep2dtp2jTDy7W8kku5IjIERdoQ8kj3496zPOjktZ0PIHKs4wQAD/nFYkWoi3dZo5SpXjch5qeOVL6ynAldjg8kcisjouraGLJq8hchIxt7ZNamm6w/klVYpk5Ydgf8A69YK+fau6AEZBUjHBrSs4l06yN5dRkuxHkxnoxHr7VTsctOrPmu2as92JxgNshBPyJgF8+pHWq9xdC3O4iKPHTByR+HrWM+p3LStIpRGbPCqOPp6VNPBaSaLFdxSsbsSlJ4m7DGVYfXkfhSsHt735dy3H4kuoGV0+ZQejE80zUJptbeTUVViUUecpOdmOAR7VjbvlxWpoEL3N89sr7FmiZX9x2/XFOxkpyqPlZn4p8cUkrhI0ZmPQKMk11H9gaZaIPNumnmyOANq4/nUkcfkpi2QQg8F06kVNyo4WT3MqPQzDF5l7KsbdoFOXP19P51MiJBHhQFB7Dv9auR2Mk8gAUBWJ/eyNheOvJqlNNtnWOB1ZQcF+Bn6e1FzoVONNFi3DyyiM4w/GWOFFRz+ZCrxIu1g2GPfjtUO9l+cEbhznNQwXpvUbev77q3v7ilqHPfQUeaW6NRtm5BVsY7in+U/91u/alUXLSyxyRSLEFG2Q9/pQBGt/Jp374xhz93B4rStdfbUAttLp5Mcvyl9xIx37VFBZQyqfOBZFwfnPGea39J0m6uIhGjOltnPmSclvoOn9KTt1KhGbemxSj0uyhm3W1svmqM8HpWJ4jsri1vEeUfJIoK4HTsQfQ13t/4etItNeRFcXESlhNuOc+9cNcS3DMY5ZHIHVSxpQlfYqtR5ly7GEIyXCYPPOe1OKFQQQfyrXhUxyB14btirl4DHAg2puK/Occ/Sr5jneEutzmcDNT2xxLx/nmta2txIcLDG2Ou5RgD3NS3enfZlSdrfy0kPycY3Y60+Yn6tKOtxkSyxySKASxHGPzzmt6ydIkToyZIwT1Fc0lxMtyBEdkZ7j/PvUM+tTwzPFbMvkqSBuAOfeolG5c+WmtTv5LVvLjlJBjk+7hueKrsXiXcByOBXDp4k1GPjzFYZ6MKlXxRds+ZUjfketR7Nke2iL4nZ2nh3BgSu4g+54/QVgZrX1/UH1O6juXt44CyfdjBAPPWsgDJxWy2MKjvIM1qaTcS4ePccDkHPSsvH51saRLHZQT3M8JkVhsTI4z6/hTY6TfNoY15kRT567W/lX22n+rX6Cvja7nsP7Nug1s7TNG+193A4OOK+yU/1a/QVrTehpTVkOooorQ0CiiigAooooAK5P4j/APInn/sIWP8A6VRV1lcn8R/+RPP/AGELH/0qiprczrfw5ejMKiiiu4/PgrE8Rf6u3+rf0rbrE8Rf6u3+rf0rGv8Aw2fQ8Kf8jij8/wD0lmDRRRXmn7aMmQSwSRkZDKVP4ivBmG1ip6g4r3yvC9RiMGp3cR/gmdfyJrSmfN8Qx0py9f0K1FFFanzQUU+OKSUkRozEc4AzTja3AODBJ/3yaV0JyS0uWdH0ubWtZs9MtyBLcyrGpPQZPU/TrXtifAjRfsyq+q35nxy4CBc/7uP615P4L1pPC/jCw1K7gLQxsVkBHKqwKlh7jOa+orXWNNvbVbm2v7aWBl3B1lBGKxqyknobUlGSPlvxl4UufB+vPp08gljZfMhmAxvQkjOOx4IIrn69Y8d3Vn448ZgWs3madp0QhaWMjEjkknafToM+1Zo8L6SIWj+zdf4i5yKynjIU/dluHs23oec0Ve1fTX0q/e3Y7lxuRvVao11RkpJSRm1bQ2tOukkhWI8Ooxj1FXqxNJXfqttHu2rJIEZtpO0E4JwOuOte/aV8MdFtlSS8klvnIzydifgBz+tfWYHN4LDpVfiWmnY8zGYmnhn73U8itrW4vJ1htoZJpW6JGpYn8q9B8O/C+aUpc64/lR9fs0Z+Y/7x7fhXpdlptlp0Qjs7WGBAMYjQCrDusaM7sFVRkk9qxxOcVJq1Ncq79f8AgHi1szqVPdpK35lew02y0u3EFjbRwRD+FFxn6+tcT8Vru1ufCL2CXEZmluYl4OQvzDliOlXdU1qa8mZYJHjt8YCg43e5rhvHDGPwzIy4BWWMj/vqvjKudRqVlSpq93a7PVwWRVI2xFeVmtbf5s9C8BfDy18GJNO9wLu+nABm8vaEX+6vfnv64FdrXI+AfG9t4x0jc22LUYABcQj/ANCX/ZP6V11eLXdT2j9puc9Xn53z7hXjvx7/AOPTQ/8Afm/klesWM13PFI13arbsJGVFEm8lAcBjwMZHOOeteL/HPWLS7vdL063njlmthI8wRs7CdoAPoeDxW+Bi/rC/robYRP2yPIqKK3/BOo2GleMdNvNTjR7JJCJQ6bgAQRkj2JB/CvfqzcIOSV2lt3PZOv8ADMtrJodutsQNi4kXuG75rWJCjJIA969eg0HQDGstvpOm7JFDB47dMMD0OQOajv8AQfDn2R5L/S9NFvEN7NLAgVQO5yK5aPiBShBQdB3Wm/8AwD26WeKFNQcNV5/8A8mzRWn4Y8EabCJdUuIS0t3I8sUW4hIY2YlVAGO2OtWfFOm+H7LSmku7xtMbnypYpG3FvQL/ABfTH5V9hDOYuKcoNfM8v/XvCe29j7KT1tdWf/BPPPHH/IHg/wCu4/8AQTXC26xvcRLKdsZcBj6DPNWb6/vroCO6uZZUB3KHP61VhhkuJ0hiQvI7BVUdSTXkYzExr1vaJaGmOxMcRVdRKyseoKAFAHQDilrU07w+lvpkEFxNLJMqDc+RwfQcdKsnRbfbgPKD65H+FezHOsPbVM+aeMpXsYLMFUsxwAMkmqeizJdW010i482ZjnuQOB+grU17w5cT6TcLY3T+Zs+4wHzjuM9s1jeF/wDkAW/1b/0I14ee5hDEUowp7XNo1YVKbcWbFFFFfLEHDeLbKG2v45Yl2mZSWA6ZB60zwP8A8j/4c/7Clt/6NWneLrpZ9VWFT/qU2n6nn/Cm+B/+R/8ADn/YUtv/AEate1h7+yVz06V+RXPuGiiitjQKKKKACisXxJaWMll9t1PVL2wsrRWeRra7e3BBxyxQhjjHAB79DxXJpc63J4d8M6Ze3l9bPqupyRNO7bLkWqrLLGrMOVkKIgJGDye9AHo1FeZ3upalpKa54fttSu2VdSsLW2vJpDJNbx3TIrje2SxX5ipOSNw64rf0VZ9H8bXmhLe3l3Yvp8d7GLydpnifzGRgHYlipAU4J4IOKALfj7/knfiX/sF3P/opq8ncG2tg24sVI2gIRj8q9F+I+qXkHg/xDaR6FqFxA+mTg3kbwCJMxtkkNIH474U+2a89a6MqhVKmMgbvQ1zYjob0eoyyvRBcNPqY3KR94rz+FR6NcxR3jyRErliQ7jhc/wA607qxtLvR3ECb59uRkdMHnmuZtbmWIkRW4GPYkj8a51qbm/dyy6Zuf7Z9shlViNw4GfbtUdvpyQ2Y1ON8GE5wrE1Mk3nWDwS7GMg5yRlfeqM11c22nmxhjykh+fjPHt6UgNWI/wBoWdze71SbqyqOwHr9BWbqKItjHdbgzAhfLGc/U1Sj1NlX7LDEwV8B2Y4xUVtdPLNOpZXQHgMeCKaQHn3jjDa8HAxuiUnjHc1o+CLkW+m6kWG5Q0fH4mq/xBjC6zbsABvtwcD6kVT8MykJewg/fVTj6H/69da1po4/+XpQ1qFbbW7qNOFDkr9DzV+FjJo5OTx8vX0NVvEMTJqSyH/lrGGz9OP6U7SXV7eeB87cb8A4PANN6xTM2rSaIt3GK3vDCiS4miZ1RXUAs3QCsm5NkZf9GjnVMDiRwTnv0ArW8OCB7uaMqTmIn5ugwfas3sFNe+jSa1GWMah4g5AlPG4/4VR1WCWayzyzRHP3s/L3/pXS3Ph6R9JW8twqwlQxB+83viuauQLFgJdyseQKhb6Gk6bS8jnycDGeDUkTOFdV+63XitCGzFypaFEPO3LcVUktGSUp5qlgcYNXc5/ZtakRh29W6+lWIrpraPbACHJ5dfvVci8i22oxV5OjHPf605ZwzkDy1X1JzRctQS6lqzn8yKMTNtkA5c88VsQXFrbjzZnWfCkAE8A+vHXtXO5lWXO5No6YIp7PM2RuBBOcZBqXqdEallY0r3Ube6iWMySLjPKpx/MVSktDCsc6qrwseHGeD6H0qA/aNw3RZGB/DW5ptw0kcts5ijg27iroOT9etLYV3N6mC7KsbHaTwe9YcchjlV03BlPBBrp57Vp9ywKdjgj5hjYfQ1Vke00pUSOMNJjrjk++ewqkzNx6snspXvLcusTBgcMMHFaltpss2FQByOW5wq/U1U0K8OpXTpIqokYDHJJyM11NyUEC4zPEoGy3iXaCfVvWok7OxvShGS5iCC1ggKPFsuXQ5aVxiKMe3qfeuzs5YLi3SeJw8TfdCHiuTg0W91Pa96fKt/4YV4FdVYWqWMCwquIwKwm7nXBWI9Whe60uaFG2B8LuHUZIrLfwxp0kMrtGzTAFizMTuNWfEF2LfS3u1VmNuQ4UH73OOfzrlk8eMh5tOT/tdKcVK2hFSdOMveNLTfD9rcI0wXad2AFOcY+tSatoun2kEtxOZWYA45HLelUNF8TRT6nIwi8lXx5iE5H+8Pp/WtjU5bK/nii+1gyBtqwqDwc9Sfpmm+a+oRcXG6K+k+HI4Yo5pgHLAOI0OVX6+pqn43kdLW1XYXXJbKjpgYI+uCfyrqraO3QBQoUAY6dqfe2dvcW7JJGsiMeFIzUKfvXZpKF4OKPE5r/926RAgHgE9eetZ+a7Lxb4eh0tBLbx4jkPGScoR29wa4yuqLTV0eLXjOMrTF60tN70oFUYmjqUMrpbSIGeLygoPWqMSHccgivVPA1sx8Oxh1G7exG6tm/gjSwuS8KbliYg7R1waydSztY9D6pzx572PEWXBrXmtLqHw3BLMpSOWVjGD3Axz+tZM5LOWz161u6NqH2i2ez1B2ktApUZ5KZ9PyFaPTU5aSTbXc5y4P8Aok4PTY38q+20/wBWv0FfGOrWCWsFx5c6SRhDtbBB6elfZyf6tfoK2p7F04taMdRRRWhoFFFcv4wtrGK0fU77VdWtgkYiggsbt4i8pJ2hUTG9ySAAcjgcdaAOoorgm/tnUbzwroGsX1zbTS6ZLd6i1nMYXlljES7N6YIGZGJ2kZwO1UINS1O7jsPDcmp3YVteudPkvVk2zyQQxvKq7xyGOFUsMHg9zQB6ZXJ/Ef8A5E8/9hCx/wDSqKn+FJbi31fxBokt3cXUGn3ERt5bmQySKkkSvsZzy2DnBOTgjmsj4h6pePo7WTaFqCW41GyH25ng8k4uYjnAk389Pu/pzTW5nW/hy9GVqKKK7j8+CsTxF/q7f6t/StusTxF/q7f6t/Ssa/8ADZ9Dwp/yOKPz/wDSWYNFFFeaftoV4t4kQp4l1EEY/fsfzOa9prx3xeoXxVfgHOXB/NRWlPc8HP1+4i/P9GYlFFFanyho6N/x9v8A7n9RW5WZ4V099V1+GxjnWF5VYK7JuAIBPTI9K9HT4c3G0b9VjLd8W5/+KrgxM4xnqzir4epUnzRPMdaH+kRn1X+tZmcV2Pjvw0+gPZOblZ1mDjhNuCMe59a46uqhJSppo6aUXCCjLc67wVeRqbizZgHYh0z37H+ldhXkSO0bh0YqwOQQcEVonX9VaLyzey7fbAP59a48RgnUnzxe51QqWVmanjSeKTUIIkIMkafOR2z0H+fWuZpWZnYszFmPUk5JpK7aVP2cFDsZSd3cVWZTlSQenBr2r4b/ABJsF0iLR9buhbzW42w3Ep+V07AnsR0+grxSitoycXdHLisLDEw5Jn09q/j/AMM6PbGaXVIJ2wCsVs4kdvoAf515xrPxjW/lENvpki2Y67pQGY+4AI/WvKKKmtatBwlsznwmWUcNNVFrJd/8j2jRdes9dtjLbMVdeHif7y//AFqzvHf/ACK03/XRP515lp2oXOl3qXVrIUkQ/gw9D7V2niDxJZa14OJSRUuWkQNAT8wIOTj1HvXz08vlQxMJw1jdfI91VlODT3OS0PW73w9q0GpafLsniPfow7qR3Br6N074meG7vw4urXF/DasF/e2zuDKregXqfY182W1i8672bap6ccmmXdstsygMTkZ5r3MTl3toqpJW8zz6+C9pFTkrHoni/wCMGp6zvtNFD6dZnIMmf3sg+v8AD+HPvXmjMzsWYlmJySTkk0lFOlRhSVoKw4U401aKCiiitCzpNG8e+J9AtRa6dq0sdup+WJ1WRV9huBwPpR4g8e+I/E1sttqeoM9upz5UaBFY+pAAz+Nc3RXP9Uoc/tORc3eyuFjr4/ib4pjRY1vYgqgADyE6flVDUNQvdYvftup3JuLgjAzgKo9ABwKw4IxJMqnp1NauBXTdmFHCUKUuenBJ+SRQvj+8UY4A611/w30+3uLu6vZV3S2+0R56DdnJ+vFc66LIu1hkV0XgG7+w61NYMfkuk3If9pcnH5E0pbE45S9hLlPSqKKKyPlhk24wSBAC+07c+uK8/wDDU0f9lpbH5J4mYOjcHOTXoRIVSzEADkk1x6SQzmSaAhopJHdT6gsTWNaHPCx9Nw1ln9o1KlHm5bJO9r9beXcsUEgDJOAKn0mwt9T1W1s7pd0Ekg3rnG4DnH6V6wmn2UcRiS1hRCu0hUA49K86pT5Ha562PyB4Sooe0vdX2t+p8p6vKk+r3UkbBkaQ4I71o+B/+R/8Of8AYUtv/Rq12HxE8C7PE4OiW0UUUsCySRAhVVskcD3xWP4X8MappnjXw9c3EKCFNUtdzLIDjMyAfzr1adem0op6mHsZxW2iPsmiiityAooooAwfEfhePxJJYPLqd/Z/YZTNGtsYirvxhmWRHBK8444JJ64w668Mx3+kQ2N9qd/czQTi4hvmaNJ4pBnDKUQLwCRyvIJBzW5RQBzqeDNNOj3+n3Mt3dtfyia5u5pB57yLt2MGUAKV2LtwABtHFWtG8Ow6RdXN415eX99cqiSXV46s+xc7UG1VUKCzHgckknNbFFAHO+Pv+Sd+Jf8AsF3P/opq8LBaHbsSVO3WvdPH3/JO/Ev/AGC7n/0U1eQaVdiS7UvGXLZIVh+dc9fob0epc0i4SBohO7YySecduhrntVuzJfzG3YrBvO0K3Bq9qsnnzMIonEe7kDgY9ayBJi43rGMDsRxXPFdToNvQJNhaRpIwcZG7kgipm1FbzW95IBACKw6EisUPI6gMwA6EDjg0qsLKUSMYyB0BaiwjY1u2RIEleQEtwVj4x9azJ7hYEQjA+XGMYJqPUdcW5hSNRt2nPy/d9uKyDJ5r/wAchPrVRj3EzmfFszT6nG7E8xdznuar+HSf7S2c/OhH9f6Va8WRFLyByu0smMY9P/11W8M/8h23yMjJyPbFdK/hnG/4poeKIh9ktJAMMjMh+nBH9aq+FvJbW4Yp2ISQMmQM4JBxWr4htyumzp18p1YH15x/WuYsJmt72GVGKsjggjtRDWAVlapcuSKFmYDOAcDNbPhWZbfXY5HQOoVsqe/HSs17mdJCfMOf0rf8L3L3fiG2W4ETLI2CPLVR09hxWb2Ip/GjptV1q8ih+zWhntYRjcjkE4Pp7Vl3On6LqOnRXEmpyQ3iE74DGWL+4OMCuy8fWm4xTRrDJEsYQOijehwOGYEg+o+teaXsshHkpHhP4jWcbPY6qj7leSw8u7g+zyhogwbMhxg56EVJPYQtPvDsWZsk54quII4XE7yKdq7ljBOWParVhcG6kY3EQIGOnBqzKPK3ZoiltG81nbevPRkqI22DzIef9mrzSsdy8AHsCaaGjzyhP40ENLoVliSS5EayKCTjdJwo+pp8sAhkEfnRuexQ5B/Go7iJHDoysN3HDe/0pknlxhQocbRjGaBFl0Yjh16D19Kij024lcEYAPAJPetC2jiM0LOWKjkrjrxXR6cn2eNWEYEjjIbuq9gPSpbsawp871Ki25Zjc3p8hFhxKxG3cB1OK5PXGtLi5S7st3lSr8ysc7WHUfyNdd4lLLoNweRnaCf+BCuAjlMZII3I3DKe9OGupGJ0fILFcSwZ8qRkJ6lTjNdf4Ole6N0100kypt25Y8da55NMhkiWVLksrDgBeQfQ1u+H7+20i0nM52h3ULwTnGaJ7aGdC8Zpt6HcpLK8TfO0ar0G4nimveSHKiSVyf8AaNYUHinTjIN90ir3Gxun5VO3iTScYS8Rs/VRXPys71Vg+pW8U3uoQaSzI2I+jsTknJ4BHSvPft82clYyfXYK7XX9Rh1LRbiG2eJyNpO18nqK4cWszA4X6/MK6Ke2px4h3ndM3/Dc73Wpbfs3mHYfucYrvJ9Ds2j+12/miYHd856N0rK8F6MLWBfOiG+U7vODAgY6DHWtTWLyWyMdu8w2zOxTbERtx/eJPP6VlOV5WR1UY8lO8jfjj3pg5IHAzU8COep2jH1qK0uDtCvGBJwCVOQ30qS71G10+3knuG8tVByGHJ/xrCz2Oy6tc57xFanURb6fHgyyyhvog+8xrDHw6trliIb6SM/7SAj+ldXppMlq2qMMS3YyOPuJnhf6n3q1bLJtLZUL15q+Zx0RjKjCprJHDf8ACtCWwNUUc4yYv/r0g8BHS51uJ5lvI0b/AFaLjJ9+eldtNf21qp+03EUQ6/MwBNYmo+LLTyWhst1xM/yKQMKM8Z5qlObM3h6MdbGjpep6YllseaC3beTsyFx+FWNS1TS5tLuEW7hZvJYHDgluD0ryy+1GS2uWjkiDMMZL5zUEOuGGZJPs0bbTnB5Bq/Za3IeLglymZKiF22vle2RV+08mG1LGUZLDPB4qlcOkkzOsYjVuQgOcU/y5Dp7SqDsRwCcdMitTzYOzdh2pzQy6fMqyqSFJxzzwa+zU/wBWv0FfDtwT9nlz/dNfcSf6tfoK2pqyN4yctx1FFFaFBXO614SXWdctNXGs6nZXFpEY4Ut/JaNCScuFkjfDkcZHYY9c9FRQBhX/AIZj1GGwMmp6hHf2O7ydQiaNZvmGGBGzYQ2BkbccD0qJvBmmf2JBpsct3E1vcG7jvEl/0gTkktKWIILHc2cgggkYxXRUUAZeiaFb6HDcCKa4uZ7mUzXFzcsGkmfAXJIAHAUAAAAAdKx/iP8A8ief+whY/wDpVFXWVyfxH/5E8/8AYQsf/SqKmtzOt/Dl6MwqKKK7j8+CsTxF/q7f6t/StusTxF/q7f6t/Ssa/wDDZ9Dwp/yOKPz/APSWYNFFFeaftoV414r/AORo1D/rr/QV7LXkXjWAQeKbrHSQK/5gVpT3PDz9N4eL8/0Zz9FFFanyRreGLlrTxRpkyDJFyi9exOD/ADr6Kr5gBKsGUkEHII7VZTU7+MEJfXKgnJ2ysOfzrkxGG9s007FKVj034vKv2DTHx8wlcA+2BXlFTz3t1dAC4uZpgvIEkhbH51BW1Cn7OCi2Ju7CiiitRBRRRQAUUUUAFFFFABRRRQBtWcoltlPGRwQKmeJJCN6K2PUViQTvBJuX8R61bbVGI+WIA+pOa9Oli6bhae5308RDktMkuIYlkGEUcdhUPlR/3BV7R9H1DWYppbaPzAjYYswHOOgzWh/wiWt/8+f/AJEX/GvNqy5puSOOb5pNowDDGR93FWdIsI57x0nTegQkc45yK0j4X1oEj7C/Hoy/40lvFLo05OoxPbCRSEMinkgiil8auc9fm9m+XcnOhaeT/qiPo5rI1vT7ayERgyGbOVJzx61uNq9ggyblDxnjmuVvrtr27eZsgHhR6Cums4KNlucmGVVzvJuyIoc+emPUVq1kIxRww6g5q6t8mPmVgfauZHootVC17LYXtvc27ATQtvU9aGuogm4MCew71nOxdyx6mhhKzVmdxB8TLxVAn0+GQ+qOV/xqwnxO5+fSuP8AZn/+xrz2ip5UcTwGHf2fzOw17x7carYtaWtv9ljkGJG37mYeg4GBV3Rr+zi0e1SS6hVwmCrSAEVwVdVp3he1vNOhuHmmV5FyQMYH6UnT5tD0cBmNPJm5xjo9DqbXWxpt3Dd2bQXE8bjbEZQN2eCM/QmvQo/H+ntErSWd2rkcqAhwfrurxseD4VYMl5KrA5B2jiukQFUUFtxAwT61DwkJfEcubcSzxVWNSkktLW1/4AzU/HcU3ii/uNShkt08uOO3jADkINxyccZO7NT6T4q0zU/EWiWlu8vmvqlntDJgHE6H+QrgPFP/ACHJP9xf5VJ4H/5H/wAOf9hS2/8ARq1k8HS5+ddP0N6GLqToq/VfmfcNFFFdRIUUUUAFFFFABRRRQBzvj7/knfiX/sF3P/opq8ShnmUCMOqDp8qgEfj1r23x9/yTvxL/ANgu5/8ARTV88+e5XKOSccjNYVlexvR6m9Nqz20UkIkaTem1+c1iC7ETEgDJ7VWaV2b5yfwpm+Nc7V3H1asVE3J3uJxyCeemKrtknJJz6mlaRnwWPtSpE8n3RnvzVAhu0D+Kno+1soDQIhn5jx9aUMFzjv60AYfixJFhtGkVgSWxkfSqXhR0j8Q2zSEBBuzn6GrfimcyRWsZ7Fj/ACrL0M7dWh/4EP0NbL4Djn/FO78SWS/2ZcSIwKtETj6c/wBBXmyHDCvQp7lG0O7guHwqxNsJ65x0rz1etKls0PEbo7C68P3bW8d3a7Li3khExdWxt4yQc9xzUGitNa6lFMgG5MkEMOuDW9oU4k8ION4BWKRSPoD/AErnrCTbdRjGcnFZXd2ieVJpnqtrqOqahfxxxzWz2ywlVjkdU878Gyuc/wAq8+lnW6vJoDFs2k87uM5rrPD1jpV83lLew211JbkxvMxK7u4JPQ4zXLajFcwTzwrCrRkbNycg46kGoVrm9TVGReQyrPhUYhQACORVnSFZZ28xG+8Oopw+SPYxwVX7p7U+LCgkcMMnP4GqbMklGVzTKLk5jU/8BFCxqpz5S5HOdtYsTHaMnnB5Nb2nqGtUy55zSKhNS6HPzyuzkmMYz/dqtJICwAjX8jW1cuyl8MfvetQwxT3EihWbk4GD1PoKaZla7sWLVVWSJpFGGYcZ7d67dnt4IyztFGegZiK851KeRbloiSDH8pwfSq0V1KkocuWIPRuc0pRuVHEqm3Gx2usg6po8sEJEjsRjac9DXnNzby2s7QzoUdTyDXRXuriLa1iphkdQZGzyP9ke1ZdzqFxd4+0FZSOhZRkfjVQTRFepCbv1K1hfT2MxaI5DDDIRkMK1NRlW4sYJdrkbmBfbgc4OP51QguPIbcsMRPutbbeILb+wHt7i2WWUkLGh4VcDrVMzhaUXFs5zCk8ZzRhN/wA5bHsKdHfLFcJKttHlGDAAnGRSz3sU8rSNbBWYknY2BTszPkLNrBLcl0t1ZsLkqq54yKtW2nu8o+0IY4wcncME1oeC5beTULlBCw3QFSWfOBkdOBU3ibVoXvykU8zlVCOVIw36VF9bHRCCjBTky8ftbJFJb7VgKYBjizyDjrj0xXRWljKumzXN1seNgHYnjA7157pk6XV1FaLDPIXGxAGzhieuBj1r0C5ttQstDuzd27mGJAPnHUeg/wDr1DXQ6aVRSTaNS2vVuLqSKJHPlkbmGCv0BB5pPEduLzR1tX+UyzRIrHtlwK4fTfHVppljFaLaSusf8QIGfwq6/idddnspYnVFhuEbyG65HOT7VnyNSuaqvCUbX1Oy1drPRPD62gaYRooRCpPmNx2xXk17ql8t7KI7q4RQOF8wgjpXqN/r8ZiG6LAx2cV59qekzXd7cX5kjSKV+CTnGaqmrbmWKvKK5SppP2m/a4YrLcMNpJOWI61qR2Uy3EWbZguRnMf51nx+H9TgiM8F4kasM5R2BYflWzF4mtINEjhF0HvUjxucEgt65NU/IxpOytPQ5TxCmzWZlA2hQP5Vl5AxtHPqa6LUNG1PVLprxF89XAPmjgNxyaz4tDu5GYZiVV5YlwcflVp9DmqQm5NpFrwt4ffXdRAcEWsRBlb+n41r+Pra306OxtbOKOKLa2RGMbunX1rq9LksND0a0t8LH5q7tx/5aN3Oe9c340gl1eW1axjM4RWDBOcZxWak3PXY7HRUKDS1Z57cD/RZc/3D/Kvt9P8AVr9BXxhfaJqcFjPJLY3CIsbMzFDgADrX2en+rX6Cuum7o5qaaWo6iiitDQKKKKACiiigArk/iP8A8ief+whY/wDpVFXWVwPxomkt/hTq08LtHLG9s6OpwVYTxkEU1uTOPNFx7lQnAya4PxF8VNG0gvBYA6hdKcERnEan3bv+Ga8Vk17WJVdZNVvXWT74a4chvrzWfW0qz6Hh4fI4RletK/ktDvbn4u+JZxIIhZwBgQpSIkp9CSaueCNa1PWb2/fUb6e5Kom3zHJC8noOgrzau6+Gv/HzqP8AuJ/M1z1JNx1Z9RkmFo0sbB04pb/kz0Oiiiuc+/CvLviEP+KjT/r3X+bV6jXlnxAff4l2/wByBB/M/wBauG54+ef7r80crRRRWx8cFFFFABRRRQBLb2txdyeXbQSTSYztjQscfQVG6NG7I6lWU4IIwQa9d8MX/hXTdMtfIurOG6eFRKzsA5bAJBJ9+1eUXsvn39xLx88rNwfUk1tUpKEU73ucOGxcq9ScXBpLv1IKeYpFGTGwHqRWn4YjSTxHZq6hl3E4I9FJFeqHb0OOfWuOpW5Hax61Gh7RXueK0Vo6+27X744A/fMOPY4rOrVO6uYNWdgoqxZWN1qNytvZwPNKeQqDtV23tVhTDqC/fI6V1YfDSrvTRdwiuZ2RlUVsS28cqkFQD2I7V2XhjwTYNpSXWpRefLOu4KSQEU9OnfvW0svqKXKnp3IryVFXkea0V7E3gjw8QR9gxnuJX/xqtN8PtDkjKxpNE2OGWUn+eaHl1XujmWMp+ZQ+HTqdFuUDDcLgkjuAVGP5GuxJAGScCua8HfDzUE1a9kOqvb2sJEYeADdKSAeQwIGAR612eoeBGv7J7R9auBE4wxMKbuueoxiuCScZNPc7IvmV0Ua4P4ksdmnJxjMh/wDQa9Kh8G6hbxLEmuLIqjAaa03MfqQ4z+Vea/FLTrzTL7T4rm6iuEaN2QpEYyDkZyMn2qUNnAUV0dh4Qubu1WaadYN4yqFcnHvUWreGn0qzNy13G65AC7cEk+ldzy/Exp+0cdN+hzLE0nLkT1MGiiiuM3LOn2wvL6KBiQrHkj0AzXTtodiYGjWLB7Nk5zXMWF0LK9jnK7gucjPqMVvf8JNbf88Jf0/xr0sHLDqD9ra500XTUfe3PTodK082kKNY2xCoODEp7fSvOPiFa29rrlulvBHCptwSI1Cgnc3YVvp8StNVFBs7vIGOi/41HN488P3rf6Xpc0ny7dzxIxA9OtdWIqYerT5FJI8inGpCV2jzavSNGULo1mB/zyU/pXnUrK0zsgwhYlR6CvQLGeSz0K2luLO8SJYVzJ5DFcY65HavD54xfvOxGY0qlWmuSLduxp1h+ItZ/s+AQQMPtMnf+4PWm3PiuwjgYwF5ZMfKu0gZ964y4uJLq4eeZtzuck1bl2OPB4GUp81VWS/E9D8B6Rp+raZcXuoWqXVx9oK75fm42qe/1rsl0ywttS0iWCxtopF1Wyw6RKCP9Ij7gVyXw4voINEnhkZw5uSeI2IxtXuBiuyN1DJqGkojEsdVsv4SP+XiOvl6rq/X1e9uZHbLm9tbpc+gKKKK+lPQCiiigAooooAKKKKAOd8ff8k78S/9gu5/9FNXzWpPY19KePv+Sd+Jf+wXc/8Aopq+bNvyBucetZVehtR6j+oG40gAzzg0AE4x69akmhkhYJIAuVDfgelZG4w4zkA8UbiBUrQ7Yk5BZumGB4/pUbJt4J/LmkMaPenKCW4puB25pQeBnIzQBz/inIubdccBD/Os7SDjVIPdsVq+J4sR2sv1XNYVrJ5NxHLz8jA8VvHWBxVNKh1esXcVtpU8bKDJMAiZ7cgk/l/OuQWreo3rX90ZSNqDhF9BUcFrJOGZFJCjJIHSnFcqJqT55aHV+G7g/wDCPakmf9UC2MdQwx/jVPT7pVvYUEWdzhT83vWbpZYmWEFvmHQd8f8A660LC2lh1WEyKQqSAk49DWUkk2VFtpHp2nWyR+Gb2SfSxII0QJOjbtp44IzkZB7elc7fAoI927ngADgV1fgm3tdQguHW3uxBMjRlIGJBIwTnPHqaw/EWny2m+J3DzowXZFg7QfUg4zjtXP8AasdLV46HLyWgnvpAk6qG7uDx9cVO1m1uzBmQ7FJJB4xinxXmpWrCGzZ44mYZQqM/jmptSO4XTKQV8tuRV+RlNJIo285TDQMARkZXFaSER2xwgzt4I7Vj6ZkRHBOS3auptraa6tUjDYRnw0nXA9vypNipK6M60tPtcvlrbiaQnJBJAA9T6V1FhpcOnjJAeXGC2OnsPQVctLO3s4PKhUAdSx6sfUmieeO2gkuJXVI4xuJPpWbld2O2FJQV2edeJ7VYNbmxwJAH/OsTncAMnPSrOqam+qaxJdcorsFVc9FHSu5/s21O6RLeAMuP4BW1+VK55qpe2nJxOBvYWt5lVyMlAeDnHFVuCcCr2sQPBqUqsu0HleOCKz60RzTVpNDqZPG5jRghK5IyB9KcAatxBvs6Ag43Ej9KL2EtNTL8uT+435UhRx1Vh+FbSvtGQtOZsDOPypcw+YraU7w215IpKttC9PX/APVVYksSSck1pmQ/2fOOmWXj862/BfhxdTuRe3ag2sTYVD/G3+AqZStqy1GVRxijW8FaFLaWT6pKjLNIv7rA5C+o9zV3xHqly/h+9ike9IeMjDjK/icV0sk8cO0PKse9tiZ4BPoKzPEjt/wjl2iqCdo9+4rBSvK56fs1Cnyo8UJq7o83k6pbvngOM/Si7t0VGkHBz0HSo7QZkjCx87uXz6107o8uOkkdxqzb7VkjbDcDdj86r+fDZeHxaXEoaVpPMAX72KqXeulraRFt0VlRQHznkjrWAsxaTfISzE8knOalRujqcknobEmt3BVRCMKoAGRnBrMmt90xSNGaQ9VAzz7VC+8fvPmG4nBHrV3R0E2pW4fdkMWJ9QOccfSnaxD97Rnonh1Sui2g+7+75p2sadGlhJcQoAQCGAHX3qPRr6J1e1+60Q3AHglTz0rXfEtqY3X5GIBz0OTXM21I9JJOFjnb3U5tWs9NtrhIwLTOx0GCwPY/TPatDRIQokkUDO4DpVfUYLe2WMxRgNuYHk44OK1LN4RI8lpE0UeeEd9x6euBRJ3RNNaieKDv8KaywBx9imz/AN8Gvb0/1a/QV4N4juT/AMIxq6Y4aym/9ANe8p/q1+grpwvwsyxW6HUUUV1HKFFFFABRRRQAV598b/8AkkWtfWD/ANHx16DXn3xv/wCSRa19YP8A0fHQB8g0UUUAFd18Nf8Aj51H/cT+Zrha7r4a/wDHzqP+4n8zUz+E9HKf98h8/wAmeh0UUVgfcBXkvjn/AJGu5/3U/wDQRXrVeWfEGAReIxIB/rYVY/UZH9BV09zxs9TeFT7NfqcrRRRWx8eFaegaXHq+qLaSSNGpUtuUc8Vm7SVLYOB1NbXhTUItO1yOSchY5FMZYnAXOOf0pPY3wqg60VU2vqaus+D7XTNJnvEupmaMDCsBg5IH9a4+vTfFN1bzeGLvyp43+4PlcH+IV5lSidma0aVKso0lZW/VhRRRVHmD4ppIJVlhkaOReQynBFWJdUv5nR5Lyd2Q5QmQ/KfaqlKBnpSshptbCySPLI0kjF3Y5ZmOSTW14c8L33iK5AhUx2ynEk7DhfYep9qt+C/D1rrmqFL6RkiRd6xgEed6gH2/OvZra2gs7dLe2iSKJBhUQYArvwuD9p70tjzMdjvYvkiveKGieH7DQLXybOLDH78rcu59z/SvM/Elr9j8Q3kQQqpkLrxjg88V7ABk4qhrtjaXGl3Ek9tFJJHE2xnQErx2NbYrMqWDrUsOldydrdk9L/eLJIValSdWWz0+Z4wzBVLE4Ar1Xw/cJc+H7CWPO0wqORjkDB/UVxb2Vs6EG3jI9CorttDeCTQ7I25HlCFVGOxAwR+de9i8LPDzjzNNNP8AQ781g4xiaFFFFcx4ps+Fvmh1AAEkXXPH/TNK3treh/Ks/wAKbDps7KB81w27BzkgAf0rdrwK1FSqSd+rPZpTtTivIo4PpXlvxCjivfHGlW0oDLb2jTbSO5bAz+VewV5J47uYJviPbQxsGlg08iUD+ElsgH8Dn8a1wVBLEQvrqicRUfspW7FHoK888Tat/aN/5cTZt4cqpH8R7mtbxVrhTdp1sxDY/euPT+6K46vRznHqf+z09lv/AJHJgcNy/vJfIKKKK+fPSCiiul8I6bb3ks1xcR7/ACioQN0yc04x5nY1o0nWmoLqU9K8N3mpbZGHk25/jYckewrroPDWkQ2/ltaCViuDI7tuPvwcCtYDAwKK6VSikfQUsBRpqzV35nneuaBLpUhkjy9qx+Vu6+xr2/TFX+x7Ndo2+QgxjjG0V514qmMWgzADPmMqfrn+ldl4Q1uHWtBgeP5ZYFEUqZ+6QOv0NfNcRUmoQlHZfqYU6dOjiJQj1VziPiF4Uh07bqthGscDttmiXgKx6ED0PpXA17N8SGK+EJQDgNMgPvzmvGa3yitOrhk5u9nY83HQjCr7p6h4CiEfhzeDzJMzH9B/SunT/kKaR/2FbL/0ojrn/BKhfC1sR/Ezk/8AfRroE/5Cmkf9hWy/9KI65G74v/t79TyP+XnzPoiiiivfOsKKKKACiud8Y6zPpOlRJapciW7lEH2mC1kn+zKQS0hVFYkgA44xuIzxmvNtBl068s7bw9bi7XSp/FE0dws8MsfmxeXK8aMXA3bmjG4dezDnkA9roryjUVGlp4i0Cwd7bR/7V02ApE5UW8c7RiZFP8KkEcDp5hxjNdJodja6F8Qb/SdJhW206TTIbp7aLiOOXzHTcF6KWUc467c0AaPj7/knfiX/ALBdz/6Kavm4H5VyRxXv3xHn11fB/iGO107T5NPOmT+ZPJeukqjy23YjERBx2+YZ9q+fAwxzWVTobUupYjJP3Aen8NRO+9ycYGfXOKTH93OKbjB7VkbIlDEgAE0N6E4PpTUJzlc5HpTz05/nmgYgJC5B6dOKAucZz+PSkzn2pyttYN3FIZneIgJNLUbSGjbcOO3SuSBwCPWuz1GD7Rp06jO5VLAetcZ3renscVde9cmiiL9q9A8M6fFb6Wsk2F+0koM9xjH5VxViAY3/AL2QBXc37+SttZocLbxBT/vd6mo+g6Mb6nJhG0fxTsb5fKm2n6V1Nvqk51iWzhZCJwULFAuAeOp6dRzXO+LMPqUFyDl5YVL/AO8OP6VsaTE9ykF6qF3EXlYB7gg5/KomrpMI3jJxR1LWUmnW0cun6oUwzRuY2ZQhHUZxz/8AXqtd3kbwRR26RxrGpVnUkl27k55zmtO8s7238KW/2fDWhZnkkXHLnoMY44/OuTjjZHcqFBbqM9TWC11OlxsroWdnZ4jGy9Pm4pYbZ5bOdIxG0kowqdXOPQenNStA8bHz0KBV3En0+lT6KMarbyFF38845GRTvZXIVPmepPovhtkjDXg2jOfL7n6+grqEULEIlRQmMBQOMUoBJyetPQgsVD5IOCM9Kycm9zpjBQVkV57O43rNHcCK3VGMiEZOQO1ea+INdbU7kom4wocDLHB98dK9O1JJJNOulQfvDCwX3OMCvMJ/C2pw52xCT/dPP61pTt1OXF87XLFGQsoRw3lISDnqf8a6O08XyecourZDEfvGMkEe/WufurK5s2AuYJIiem9cZqAda2aTOCFSdN6aGzqup/a2aF0V1ViY3PVQecfT61mBVNWrqynily0ThXG5Tg8iq+x1+8pH1FNEzcnJ3BPLEg37tuedvWuh1K6so9NtUigaSBl/dsDtIYdfx9a5vFTzOzQW8ZztVSR+JNJq44zsmhRPGRyr/nUqTQkgOzqOmduf61TGBQefpRYzubd5b250gXUAdYdwj8xgPmIyTxmtrQfGel6VpcNm0VwWQHLBBgknOetcoplbR7iNdxjEitgdAcHJ/KsulypqzOmNVwtKPY7rxD4usNUtFgtxMCrh8suOxq7Jq8V34J2Pcs8rjZucEcqQcfljmvOe9dXYWxutAsoBJs8ySX5j/wABpOKVjWFec20+xnpaNeRuMqyoMsVOMU21tlS6jX5disCcHtnmtHTIo4kcyzZjOQyDgtj1pztC022OKNffqaVzFStqU10+a9mljt4pJPkIyq5GQeP0rLeCWJzFIhR1OCp6g11nhzVBpWtbCR9nn+RgTwG7GtLxfHaJexBYUFw43M/Q47U+dp2NopSjzHENA7EDB5qS1hm8xUhDGXnbtHNX5RsfaVUkdDitfw/Pb294pdY4nYECUnv+NNy0HGKcrGfFdTWV5DcICXRVyP7wwMiuwGpRzrEd/lgsCVY4I+tMu4o/7OMqoCvBGMZOT7D3qlsl/s0sBhGJwM+9YNqR2axVi1q0kbwQmNlOWbkHPcVZ06VTmHI3Y3Yz1qvp9sHNvvjDAk5z3oe0QaoSibAuNozjB5qbLYcbp3JvESbPC2rEjk2cv/oBr3xP9Wv0FfPHiK5kPhvVIyxOLWUZ/wCAmvodP9Wv0FdWFWjMcS7tDqKKK6jmCiivN/ibqyS219otzHfxWCafJcSyQ2c0i3Em1vLi3opCqCNzEkfwjoWoA9Iory/QrXTPGOrW1tqlu1zY2ug2rWtvcxvGA7NIkkgVgCGHlqA2OnIPOTDoIHig+ENO14m9sTpd1cBJzuW6kjljjRnHRyI2Lc92zQB6tXn3xv8A+SRa19YP/R8da/gJmXRr60EjvbWWp3Vral2LERJIQq5PJC8qPZa5T41z66fh1rcUmnaeumb4cXC3rmbHnJj935QHXA+/789KAPlWiiigAruvhr/x86j/ALifzNcLXdfDX/j51H/cT+ZqZ/CejlP++Q+f5M9DooorA+4CvPviVEok0+X+Ih1P0GD/AFNeg1yHxDtDNocVyucwSjP0bj+eKqG55+aw58JNL1+5nmNFFWdPtjeajbW4GfMkVfwJroSu7I+FbSV2ej6P4fiXwl9imQeZcpvkOOQxHH5cV5jIjRSNG4wykqR7ivcgAAAOgryPxTbC18SXqAYDPvH/AAIZ/rXo46kowi100PJy6vKdSal11MeiiivNPXCiiigCa1tLi9nEFtC8sh6Koya7nQfAyxEXGrBXbqsCnIH+8e/0rL+H5b+3psDj7O2T6fMtelV72V4GlUh7aer7dD1sDhac4+0lqMMKeWqKNoX7uz5dv0x0rnPEFx4osZo5NN1J5LeR1jCMiFlYnA5K8iumqhqt4ljHazSKWT7VGCB15P8AjivUxtKMqMpPSy3RtmOFpVaMpSgnJLTT8DX0qPUbfT0S/vjcXJHzuEUAH2wP51NcQyXNu8El1NscYOAo4/KkW7QnBDL7kVKkiyLlTkV85CjhJzVSKTlvfS/r3Pga6zLCfxVKC+aXy6HI654fuLPTZbrT5xI8Sl2jlX7wHXBGK5z4c3t7Nr6aWtyVtZVeRk2g4IGePSvRtYYJol+zHAFvJk/8BNeZ/DQiPxpbs52jypOTx/DXTicTWqVoc8mz0cuxNTFRarvms+p7KNLQJjzWLepA/lVLUdKvzZS/2dcQC52/J5yHGfqD/StlZY3OEkVj6A5p9dbba3PV+qUH9k4T4X23iW2XUpJL2OOEXTJLbXMRcmUAbmBBGOo9c16TJeaiCPKjtWHfczD+hqjo8caWcjRkHfcSsTjHO8g/yrQr8sx2d42liqlOnO0U2loujt2OaTs2kQXmpavDbs9rp1rcShfuG6KZPtlK8IhfXLr4h3/2yyWTVJSwlTftSMcc55+UADH4V79XA6mYIvin1RZJdLGecFm8z9TgfkK9HI87xVfFKFR+adv6Q4RVR8ktmcDefDnX57iS4aWzd5HLECRuM/UVWHw218jOLX6eb/8AWr2Glr3MfUlSSlHdnDneKngacHR6vqfP+oaHfaYkjXUaqI5vIbDg/Pt3Y/I1XtNPu79iLWB5dvUgcD8a7XxSn2yK9iLBXfWfLU9v9WBzWtpunQaZZrbwA4HLMerH1Nc08S4QT6s1hiZOjGUt2jz4+HdWAJNjJx6EH+taXhXUYdOubi2u28rzMYL8AMM8H0613VcT4w0ow3A1CJfkl+WTHZvX8aMNjHKdpI6MJjZQqqVtTtAcjI6UVd+GPhJ9R8OjUdVuLhopWK20IbACg4LdM9c4+ldofAumEHE92M9PnXj/AMdr2FO6ue5/b2GTtJO/9eZ5P4mMf9gXPmY6Dbn1yK5fwn4hfw7rCztua2kGydF7j1HuP8a7v4k+Ab+0tYL7TZbu+tkz50RUFo/9oBQMjrn0r1Dwd4fsNH8K6dBDBG7GBXeVkG52b5jk/U15WZ1oRhyzjdPQ8rHZtBzjWpI8I8a+KX8QyR29lHMLCL5slSDI3rj0HauNr7KCIqgBVAHYCqNxoOj3cvmXGlWM0nTdJbox/MivLw+Pp0IKnGFkvP8A4B5081dSTlOJ4r4FvIZvD0dujjzYGYOvcZJIP610qf8AIU0j/sK2X/pRHXm/j9I9F+IWpR6Soso4ygVbc7QuUUnGOnJ6UnhDXNTvPG/h23uL2aWJtUtcoxyDiZSK6Y4RzqKtF6Oz/U3jDmtNddT7Rooor1DoCiiigArIm8MaNcWFzZS2QaC5uTdyDzGz5xO7erZypyMjaRjtWvRQBkQeF9Ft9GuNJSxRrK5LNOkrNIZWOMszMSzNwOSc8D0qTSPD+maEJ/7PgZHnIMskszyyPgYGXcliAOgzgdq06KAOd8ff8k78S/8AYLuf/RTV80A4AxX0v4+/5J34l/7Bdz/6KavmgKOh4HtWVTobUeovzE0Ac8804Kc4AyfaniKTH3TWRsRc564HtTgc9zSEEZJoG7GRjHpQMXkUAikJ7dfpQNoPC80AT24DOVIGGBU/jXAyp5czp/dYiu8h4kB9Oa43Vk8vVrpfSQ/zrSnuc9daIueHIjc6zbQ9mkUn6Dmuv1RduoTgkH5zzXI+F7uGy123nnbbGucn04rr9VnW41CaSPG0ucY9Kmp8Q8PblZg+JYwbO1lA5DFSfqP/AK1aGh3H2bRIZPN8sBmOQgY7uQOD2ql4jP8AxK4f+uo/kat6BGX8Ppsk+c3BGMDjj8+9D+Amf8V2OxvfE99feGoLOQQFVOd8XBfgdu3X+dc6yEnzEDIOAATzW3qNnNYQRWyRBIRHkFiN3vz6ZzWIWLDnPHPNYKy2OpJ21HOzGIRlg2TuYt1OOg+lXtJiP2uKbIzkjaPp1rK35LFQM1e0maVbndkqQOOOPy/Oh7D0R2SZK7TwBXJeIJ7nTNdW4gkZDKgJx0JHH+Fbi6lMp52Ee6//AF6qamkWreWZ41BjztK5HX/9VRHR6lS1WhXh8WsbQrLBmQDllPBA5/CtTTb5tRQStZyW6Y4LNnd9K5ycf2bYeT5SSJtZmYjDEcDBNMTxlIiqhtVwBj71U4J7GSrKLtIb8QOJrEc8K/8AMVxq/fH1ro9b1WPXHheWN4jEpUBDkVmR2tr5qEvKRkZGBWsNFY4K0eeo5LY9GtRi1iGAQEH8qzfFQA0KXAGSy/zqk/iy2syoeGQqp28H0rP1TxRp+p2b25M0W4g52Ajj8ahRle52VKkHBxT1OdzjinSsSI+ScLj9TTN9qWx9pwPUoa0ZzpLWduonlS4C/MwjyrA9O+a1PMUGZ6k9aXd2IpN0QbCygjtwanitkklVXnRMn+I0E8rZtWsyQ6RbxxD5yzPJwCDnIx+QqIQW5Ug20XPfbyKtWFm8MVxH5kapjcWySuPY96RLYyAtHLGw784x+dRc9KlC8FdFWSytG58ld3ftV23cQaayhCBbkshU4xnk/XoKdHpd9NzDAX+hBq5Z6ZqMVx+/s3MZUhlGDnjuKVy3SXRHKi5fkjqec1KLncm0KM+oqe50HUImYrbOyAnlASBUS6beL1tZR77DVaHmuE1uiIKfMw2Pm4ye1aVzeTTlJJz5jABCT146H8qdaaNd3Cl44vuckP8AL/Oo7zYhJAfBOxmwNu6le7NYKS36hCRKOePc1GSQ/KnPvTVWRSoKMAD0Iq1EEmZELFXJwp60Gq1OvjgL6HFGrL0A57UeV5FtChYNtByR0qedjZWRt3K7lIDfXNJcyIums67WwByPXNc56DWgloZMQsnC8/XvTZSwunY+2KuaZ5XkoW5J/SoL10F66oRkKvApdQ6Gdrg3eG9VdhgfZJcD/gBr6JT/AFa/QV836+7R+HdTTqWtpMn/AICa+kE/1a/QV2YbZnNiN0OooorpOcKhu7WG+sp7S5TfBPG0UiZI3KwwRkcjg1NRQBiah4R0PU4rWO6s2ItYfIiaKeSJhHgDYWRgWXgcEkGpb/wzo+pWVpaT2YWKzwLbyJGhaEY24RkIZRjjAPStaigCtp+nWmk2ENjYQJBbQjCRp0HOT9SSSSTySa4f43/8ki1r6wf+j469Brz743/8ki1r6wf+j46APkGiiigAruvhr/x86j/uJ/M1wtd18Nf+PnUf9xP5mpn8J6OU/wC+Q+f5M9DooorA+4CszxFbi68O38WMkwsw+o5H8q06ZKgkidCMhlIoIqQU4OL6o8FrpPA9t5/iNHIyIY2f+n9a5xl2uynqDiul8DXsNprjJM4Tz4/LQnu2RgV34e3tY37n5ji7+xlbsenV5x8QLfy9ZhmHSWEZ+oJ/+tXo9ef/ABE/4/LH/rm38xXq41Xos8TLnbEL5nF0UUV4h9GFFFFAHW/D7/kNz/8AXuf/AEJa9IrhvhZo41TW7uVppI1gg/gA5LHoc/Q16yvhyENlrmZh6YX/AAr6PLMTCnQUZd2ejhcwo0afJO9znBIDMYsNuChs445z3/CsLxbIUs7FBj572IHJ565rubvwolxC8aajdQlkK7kC5Hv0615H428O3XhjWbd0nu7yAKsguJ1JAfJ+XPTtmnj8cnRlCKvfqaVM0pTXJA9Eq5a/6o/WvLU+Ieoj79pbN9Nw/rU8XxLv4gR9htiv1b/GvmMEnSq809hcRYqnjsF7GhrK6fY9B19lXw9qJY4H2dx/46a8prR1X4h3WpadNZrYxQrMu1m3ljj26VlaW0urXq2kEaiRgTl2wOBn0roxlWMmpJ6I+TweDq0oNSWrZ3fw0UHVb1sciAAH/gQr0uvMfDEOq+HbuaZrKGdZU2kC42kc5/u11a+KLkqC2jTBu4E6EfzrbB5hhYUlGU0me7h04U0pHS6QhjsCGxkzTNx6GRj/AFq9XHeDpvEx0tpriwt5rSeV5rfFyBIisxO0jGDz05rplm1Bowf7LdG7q8yfoQTXwGNyXHzxM5wptqTbTXm7nk1MfhVJp1Fp5luvEIkfW/ifqt1dPIptZG8sAlSAp2r07Yr1fVdX1DSbNrp9CurlF5YW0iuwHrjg/lmvK38Y2Gq+NpdThsrlFktVhKkLkEHJJ56dPyr1OHcBiMLjP9pp2TW7NaNWNeLdB83oda0O5iTNc88YE7gfzpdsqQ+XDczR4XarbtxH/fWazE8Q2TfeWZPqmf5ZpsninRYXKSXyow7MjD+lfoE6eGmvfUfnYxr4arL+NBv1X+ZyLW2pP4m/szUblZI1mN7u2AeYfUf4exrrK5zxRr2lXM2nXVlciSeCbLFFIOzuMkVpwa3plyF8q8iJYZ2k4I/A18pmdDkrWp6x8hzjJpWRoVBeWsd7Zy20oyki4+nvUQ1bTi237db59PMFRvremxzLCbuMu3IC/N+orzVCaeiM1GV9EelfDq+iufCFrZgbbiwH2adO4YdD9CMHNdZXh3hXxlbaZ43yQ6afcxrBcTMpCq2fkc+gycZPrXuAYMAVIIPII719FQm5wTe5FaDjK76lfUSV0y7YEgiFyCP9007Rf+QFp/8A17R/+giqXiPUbXS/D19dXcyxRiJlyxxkkYAH4mta2Ea2sSxEGMIApHQjHFeRnT+Bev6HPU+FEtFFFeCYnzB8Tf8Ako2s/wDXRP8A0BaoeB/+R/8ADn/YUtv/AEatXPiTIJfiHrLKDgTBefZQP6VT8D/8j/4c/wCwpbf+jVr6uh/Cj6L8j6Kj/Dj6I+4aKKK1NAooooAKKKKACiiigDnfH3/JO/Ev/YLuf/RTV81KAyABuR2xX0r4+/5J34l/7Bdz/wCimr51Z4UIAC9OwrKp0NqXUrxv5XIY8+gpxm9M+2TUp8h8HK/gKVlgIIyM1kalTdn696DzkknFTeUpOflP0pzW427sHj1oHcrhOPQDrT1BzwAaekWScjjvzUo8kcs3AH3R3NMVxojQRM7vh/4VUda47XlZdYuN4AYkEgHPauwSdFk3FCwx/niuY8UR7NTV8k+Ym7n6mrhuY1l7pjKa7CzuRNp8UznL4wR64rjRXS+HoFkiMjkkK2FX3qqi0MqTalZFrxFhtHtmAIHmGrvhiCObTYYRO6TSSFvlUEqBzke/FR+K0SDRrWNRjc+TnvxWxo2lJ/wi1tOZdhGWwqgMc9cNWLfuI15XKoy3fzz3BUzyu5/vPjd9cVksczMFXI6Ek8Cre92V5DI0cI/vNkn6etUJZ/NYJboQp4z1P1qFE6XJIkaWBJgm5d3XAI59KtW96kcn2eMJJO7AkZxt+pqg1hsgm8yEArjaD1Oec1Xt53gkVU2qAc9Bn6UWRnKo1udcUYvg0m1s+nvXNvqt3Ey4lOOeoFWJdXuIrOGUhWZ8k5HvUcrL9tE0tUj36ZcYAO2PJ5rjgFwQU57HPSr769Ld2s0UsSjK8FazBOT2H5VolY5a01KV0ShU44P51OixCVQtvLJ84GQ/3fc8VW+0/uwvlRnvnBz/ADqxazkmVxJ5RA5CgneM9P6/hTM00TXdiNRla2igEEm0sMsTuP4+tcvLbzQyFHjYEe1bx8xmJEnPP8WKary5IMjf99U1KwpWZj2mn3V7LsggdyOpA6VrapZLbyJEw2bI1UA8HpUqSTIcrMwB9Gq+PDd5qcMd2tzEd4/jJzx+FHPrqChdWW5zJiCt8rg/U0GM/wB9SfZq6L/hCNTLcPbnP+0f8KZJ4K1RNxxAQv8Adf8A+tVcy7k+yn2GWTsdMCuxbD4GTnA5/wAa1dIkiQTrMdoZQRVS30yezsGDgfu3O7ByPqPWowGJyFOPpUPU7aekUdd4fm3asVB+RUb8eldBbMPtkpwMgZ4rmvCMJF5JNJkLswM8Z5/+tXU2u37RLtPHeuee50x2JblIpLWQMBjbzWfFbxOqlF4XjFa0hi8t9w4wM1V87erJFGVHrn0qUwe5kazbmPRrw4wRA/A+hryFS28Lk4zXr3iCTy9Fu0OS7wsoHqcV5L5E0UmXjdCvPK4xW9LY8/GfEi5HqCeZ++R9nqjkNityxt9HvctDrE9vPjCpPx+vSuR5zSgkHPetGrnPGq1urmjcahqcM7RzXk5ZDjmQnpUY1a/Uf8fUmOuCc1Rk1OVZHRljdQxxlegq1atb3qOM+TJjnPTrT5bA1K+jLS6/qauZVuSpzxtUAD8MVPd+JL2eSKZX2SbMOQBycms/7BMSQu0gdSG4qO5g8llXORt6+tKyFz1EtWyxe67fzafcxSTEq8TKR7EV9lp/q1+gr4huR/o0v+4f5V9vJ/q1+gramrIunJyWrHUUUVoaBRRRQAUUUUAFeffG/wD5JFrX1g/9Hx16DXBfGe3lu/hXqtvAheaWS2RFH8TG4jAH50AfHtFdL/wr/wAVf9Aab/vpf8aP+Ff+Kv8AoDTf99L/AI1n7an/ADL7yPaw7o5qu6+Gv/HzqP8AuJ/M1lf8K/8AFX/QGm/76X/Gup8F+HdW0Ka8bU7J7ZZVUIWIO7Gc9D70nVhJWTR6OUVIPGwSff8AJnX0UUVmfdhRRRQB4VfoY9RukYAMsrggdByahjdopFkQ4ZSGBHYitLxHb/ZfEd/Fz/riwz78/wBay66UfnVaPLUlF9Gz2vTroX2m210P+WsasfY45rhviHu/tGzJ+55Rx9c8/wBK1vB2q2UehxWsl0PPQsxQg/KN3FY/j66iuLmy8qTcqo2cdjkV62IqKeGvfXQ+ewtN08Zy201OPoooryT3QooooA7j4X6pfWfiX7DZ28UovMCZpCRsRckkY+te718t6dqd7pN2LqwuXt5wCu9Dzg9q6G3+JXiq3wP7SEoHaSJD+uM12UMRGEeWRjUpuTuj6Drg/i3Msfg1Yz1kuUUfgCf6VxEfxc8SIMMljJz1aIj+TVQ8S/EDUPFGlJYXdrbRIsol3RBsnAIxyT61pUxMJQaREaUlJNnJUUUV550kyxIbZpC+HBwFrR8M6hBpmuwXFwSIsFWYdsjGayKKicFOLi+pTktLI9uiuoJlVopo3VhkFWByKz9a1600e0d5JVacr+7iByWPb8K8hBI6UE56150csipXcrov2p9SeDjnwbo7d3tUc/UjJ/U1uV5l4T8eiz8N2FndaJffuIEjSSEowkAGM8kEVt/8LFs/+gPqv/fEf/xdfY00+RaP7mfAYjI8ylVlJUZNNvodlXgmswwQ+NNfFvGEj+0gYAxztBb9Sa9LuPiPpFrF5k1nqSpnGfIB/k1eR3Wu2moeIdXu1DxpPctKgZDnb0GR26VlWaUop7nu8LYLEYTGuWJg4K3XQtVgeJcf6McDPzc/lWn/AGrZD/luP++T/hWHrt5DdSQ+S4cKDkgetYYiUXTaufc4yrB0Wk0zJrc8KrnV2PpET+orDrY8OXdvZ38klxII1MZAJ9ciuOg0qibPGp/EhviO38jWZD2kAcfyP6itX4bf8j9pn1k/9FtVXxLeWV6kD28yvIpIOAelTeANRstK8YWt5fzLDbosmXYEgEqQOlY5hH3aijrdP8hzsp6Ht3jGWG18IatNLDHIv2dgVccEngfqa+chqF6NuLu4+T7v7w8fTmvX/H3jPQdT8H3dlp+oxz3ErIAihgcBgSeR7V4xXmZVTlCk+ZWbZMtS/HqdzLJFHeXMs9uGyUlcuB7gHpXV217cQIDa3c0akYHlSlRj8DXC1JFcTQn93K6/Q172HxEaacZxugi0tGjtrvxBqdnbvOuqXyuBhSLlxyfxrAHjDxKBga/qeP8Ar6f/ABrOub+a6iSOXB2nO7HJqrWeKdKrO8Iq3oTOMG9j3fwX4C8P+IfCdlq+sWsl5f3e+SaeSeTLHew5w3tWpd/Dzw1ol7pOp6dZPBcw6pYhD5zsObmNTwSexNU/BPjjwtpPgzS7G51eKKeKHEkbKxKsSSeg961b3xv4b1iXTLHT9VinupdVsdkaqwJxcxk9R6A1565+fyOBOp7Tra57XRRRXUd4UUUUAFFFFABRRRQBzvj7/knfiX/sF3P/AKKavmjeWTsBX0v4+/5J34l/7Bdz/wCimr5mUZA5NZ1OhtS6i+ZtPyqPc0jEDBHfpmjHPJpcAnDYI/lWRqxyn5gfepzcHH8S88YNRbQmPm59qYT8x56UASs7ycH8OaaemD09uaaCc8frT+p5OP60ANzwOKyfFQBFtJxuII/lWxgEdc/Wuf8AEUxPkw9QMn6VUfiM6vwGGOtdF4YuW/tCG1/5ZsSSB3OOK50Ve06Qw3kUyttZDkHPetZq6OWLtJM6/wAbRFbGzO7IDEfpXT6LbQ3nhyO3E0cU0aqSZJdu8dwBiuN8SahFqNvYRQuGZyDjOcdufxrqbrS4Le3gJc8KANr8n6VzS+FI7Iazk0Mur6C4m8mC1f7LCeu0Esw65749qpX3iBlmMcdrHGFACgIARTEcwOzR5KMcuD1qaaKGcLKdjDIBk29/SpsirvpuZdncz3cruIyCFY46kmrktrHCqyGZXYhcoF5U455p6yLJJL5SsFOVRx/Ec80sVnNdOI4kaSQ9EiG4/p0/GgUYae8yB4Y5IlYyArnoF5qz9lT7MQdsi7CyLjkf59qp+VKb9rEAGRc5G4Yz6elSFmiDOWYsjbcBeMj36dqdiVysz4bUtvVIedp6jFVTjbgKoB/2RW9preddqXzuHOGHH/16r+ImEN9axoqs0hO4lfpRfWxEoJRuY+enC8f7IqxY3MsE5EW1fMGxvlHQ1f1TT1hby7OzZ36s27ge1VLa3lW6xPbvGFwQR0zkU0yOXldiyNOU5JkI79KfHowmJ2zYOO61rkKCo2Jk9ttU76Wa32GIbcnqF61ndmnJEqHw/MQAk3zBgcYwDXY6Va/Z9IgjfBZFIP51x/8Aad7uz5p/75FdNpl5LLYxNKoIIOTnknNEr21LhGMXoay8gZIUDuBUbIoZjuoSaJeqt9M1FuDHPapNG0cZ4uuZEuTbKf3b4Yj6YrmASO5rofFzRNqvMhUhehHsK5/EZ/5bL+INbR2PMr3dRiiaQdJGH0Nbnhua6e4m2yucJ03H1rD2J/z3T9f8K1dEu4LB5nknT5gAMZoewqOk1c65Xu92DNLkjoGNTb7s5CzzKQM/fNZCeIrPHMwB9at/27prLzdxkkdRng1m0+x6KnDuR30s/kzSTyNIFQkBuRnFchNr7Xt8sksSLGUEbAIPpu6da6i4uoL6yuILaZJJXjYIgPLcdq4waDqgb/jxl/KtYJW1Maru/d1GSSzrfbJfLJDY4QAEflUSTO0yrtQgsB92tK7s7iNbXzoWWcKQcjnA6VnQ21z9si/dPy4/h96tWMGtSK6glN9P5UDbRI2AFJA5q1YaNcXhdcxwdMmVsYHrUs93cSO3mSs3PRuaRZnNvKvygHHRQM80c2hHPE63SPCdtpfl6lca/asy5P2aDLtIB1U9gDWdrB0yaaV4llikLcQ4+VRj161zuTVtkcBcr1VT+lS9R+1vGyQ+TSDPpF7dRSIFhjYlWcAnAzwK+yk/1a/QV8azWN3NpF1PHCzQxxtvYdsDNfZSf6tfoK0p9S4bbDqKKK1KCiiigAooooAK5L4kf8ic3/X/AGP/AKVRV1tch8TZUg8ESyyMFjS9smZj2AuoiTUzV4smWsWc/RWR/wAJTon/AEEYvyP+FH/CU6J/0EYvyP8AhXz31at/I/uZ43sKv8r+5mvWPr33IPqf6Uv/AAlOif8AQRi/I/4VnarrmmXixC3u0kKk5xnitaFGpCopTi0vNHr5FSnDMKcpRaWvTyZUoqv9utv+ey0fbrb/AJ7LXpe0h3R+le0h3LFFV/t1t/z2Wj7dbf8APZaPaQ7oPaQ7nmvxBhWLxIrjGZYFY/UEr/QVyldV4/uvtPiFFDKyRW6Ku33y3P51ytdNPWKPgcY08RUa/mf5m34aI+2yjv5f9RUnicHzbc9trD+VZenXX2O+jl/hzhvoa0PEVzHNNAkbqwVSSQc9f/1V0J+5Y8uUGsSpdDEooorI7AooooAKKKKACp7JQ9/boyhlaVQQe4zUFd38MLCC41a6u5djPbxgRqTyC3VsfQY/GoqT5IuTNqFJ1aigupuf8I7o5JP9nw8+1NPhrRjnNhFz6ZH9azvH+t3um+IIobGfyh9nVnAUEEknnn2xUWnx+PL+whv7Sx+020wOxwqc4OM4yD1Fa06inFSsXiJU6E3Cb2F1/wAO6VbaLc3EFqI5Y1yrBm9R71ynh3Rv7f1iOw8/yd6s2/buxgZ6ZFb3iC88T2umyW2r6QbaKb5fNMZA7dDkiuTtL25sLgXFpO8MwBAdDgjNO8eZXWhzznGavTZ6D/wqn/qL/wDkv/8AZVDP8K7oEeRqcLjv5kZX+RNc3F408RQ426pKcf3wrfzFS/8ACeeJP+gif+/Sf4VtzUP5WYctXud1bQG2tYoG6xoEP4DFS1g22tao8StNo0zZUHesg+b3qcaveZGdFugPZl/xr6GGZYTlS50fYwx+H5V734M16w9Os0TUdQu+d8kxT2wKsf2tcf8AQIvP/HP/AIqq+kJq9xBLNb6HdywyTyMHVl/vHI5PY8VMszwMZxlUqJJfmeNn+Jp1cPGNOXU0ioIwQKb5Uf8AcX8qetrrRPOgX4Hr8n/xVO+x6v8A9AO//JP/AIqt/wC28tf/AC+j96Pj7ef4o7P4b6bYTtqQmsLaTaI8F4VOM7vUe1dzL4b0Kdg0ujae5AwC1qh/pXDeCdYGhx3kGpWF9AZCjo3k7g3UEZGf8mutXxjpJzu+1p9bWQ5/IGvm8dUhXxEqlF3i9mttjePNbQnfwl4ckQq2g6YVPUfZE/wrz/4o+BdGGgWbaXp1pYTm8VGlhiC/KVbggdeQK9CHiXSSAftLc+sL/wCFcl478R2F3YWNtaSSyubwFwLeThQj8/d9cVzwg3NJo2o8zqJHmMPhTTrGytnurZbprd98+3IMqc5HB7A5H0966TU/Afhg6a13bWIG4IyMsz4IJHTn0phuYwoZhIoP96Nh/MUlhq9oPD89i92qNDdFYo34Pl5BA+nJx7CuzGUlCjPkWtnb7jXMaVSPLODa6Pc5nV/C+j2ukXdxFbMskcRZSJGOD26mvPK9R1/UbNtBvUW6iZmiIChwSSa8ur57LXVcH7W979R4RycXzBRRRXpHWeg6L8JdV1SxS7nvLe2jmhWWHALk7hnDDjHH1qro/hrUPDvxQ0K0uU8xYtUtMzRqxQ5kQjkj3r2rw2wbwxpRUgj7HFyD/sCqWsa7pY1fTdHN5H/aB1SwIg53EfaI2+nTmqsfLYXNsVPF+zkrpu222trntdFFFSfUhRRRQBBd3lrp9q91e3MNtbpy8s0gRF+pPAqFNZ0uXTDqcepWb6eASbpZ1MQAOPv5x1964/x3Bc3fizwharepZ2cktyXmeNXCzCMGPaHBXfjzMZB74Gayn1F7+LRo9Vlt7jT7PxO9rLdLGqR3G2J/KdgPl/1pVTjjctAHpFvqVhd2H2+2vbaaz2lvtEcqtHgdTuBxgUmn6pp+rW5uNNvrW8hDbTJbTLIoPplSRmvMNa+z7/Ffk+X/AGH/AGzpn23ZjysbovtGccY27N345711WmfZv+Fn6p/Z3leR/ZVv9q8nG3zfMk2Zxxu2Z98Y9qAL3j7/AJJ34l/7Bdz/AOimr5mG3A657AV9DfEeDXW8H+IZLXUdPj08aZP5kElk7ysPLbdiQSgDPb5Tj3r57wBge3as6nQ2pdRSdwwQM+gFIVJTqB7dKDxwOBSkgrgVkairjaFyD6Gmn5eBQifN159KkKluxJFADFbbzk0jZJyT1oye9Lt5zQMcAWBGAMetc54jwLyIZOdmSPTmujXg5PIFcx4hkEmqHHQIo/TP9aqHxGNb4TLUVetbOa4z5YOB1NVIxzXYWNpPa2kaQRbpXGW4/wA8CtJysc0I8zMzStMZtWgyCyKwJ4r0fW5C9raxeUUaOMbjuzz27ViW9qLS5toiFEzZLleo4q7dtcS2jSG7ZgXPyFy3I74rmlK7udtGPIrGUxZRkhj79KI7nahUruVjllyRk1B9ph6tOMj60LOJc4xIuecdR+NMptPZl37NJcE4mRFzhVViB+Va2ntd6ZbzxRSqqS8MQuTj2PasiwKeW6m5SNwQY1Yfe9RnpV/7VI6bD94cbcZ/EYqJJ7FRS3MW5kC6tL9nUlQfmc9cnrzTNR1K5t7ExK5KvlcMcgZ64rU+1SwW8ljbERRyMXdd5wT6n1NZWsuV0w7zl/OVQT2ATJ/mKpHPNOMGzCiubiNk8uaRTnjDVYvtSuXvy7SBzE5CFlBxg02+ItruJY0UFI0J+Xq2Af61rWuh299eSIxdNsSOxU9Wbk9aptbs5Ixk/dRLbeJkVB9qjdpjyzIABVmHX7KWTYBIGdsDcvrWDrccUNysSIVKKFyT94ADn+lVLAbtRtl9ZV/nU8q3KdWcZcp2esancps8tPurt8wLwAOgrb0i8j1GxWYkKw+VlA6GrVvZfuBHJt4HII61BBYw2dxKbcbFkHzIp+XPrWTaaPTSaYy4tUl3FFCt2x3qazsbOGBInlIlbJCbzn16U7eFYqADjvWLFcw2esTSRwkvMdmS2dvrj6mkrtA7Lc2ZoPKcqrZBAYc5/wA9KhUHIx39KW5843kUgnBjZCoj2dMd85qnq0ssVkTE4SQMpB254z6UIxna5xniok6w4IOQKwq6TWvLZhPekSSsMhlGC3Nc+SpY7UwOwzXTHY8+srSbI6cMYyc/hThtxyvP1pXACcAgg880zIZmgGkpT14HFAGz4YUya7AOOA38jXpnlCIKQM564rzbwihk8QQgHHyt/KvRxvBCkZ5rGpuejhPgOD8ZjbrKgDH7ofzNc9GcSofQiug8ZjGt5ZgT5YGB2rno8GRR6nvVx2OKt/EZJd3ct5cvPMwLuxJwMD8hUOT68U00o6VRk3fUfFIUcEbT/vAEV6b4f0pLi3gvLhM7oxsj/hUY9K8vr2rRQYtBtcBSwgQ/TgVlVdkduCV5O5meI7aBPDeq7YYgfskpGEA/gNfQSf6tfoK+f/EcmPDmrZH3rOb/ANANfQCf6tfoK1w2zN8Ra6HUUUV0nOFVNQ1PT9Jt/tGpX1tZwZ2+ZczLGufTLECrdeeeIba7vfipawnVE063j0ZpLeZoY5G8zzcSBPMBUfL5e44zgDkc0Adrcazpdppyajc6lZw2L4K3Mk6rG2emGJwc1JJqVhFp/wDaEl7bJZbQ/wBpaVRHtPQ7s4x7155pOp/2xq/gu+1hLZYZLO+EJChYnuFdFV1B4G6MOy+zHFUbL7Nu0jzPL/4R7/hK7vyc48nGyXy8dtvnZx2zjHagD1SzvbTUbVLqyuYbm3flJYZA6N9CODXGfGH/AJJjqX/Xa1/9KI6ueEvK/wCEl8XfYtn2D7dFt8v7nneSnm4xxnO3PvnvXP8Axeg10eCdTlk1HT20zz7bFutk4mx58eP3nmkdcH7ntx1px3Q47o8Looor1D1Aq5Yfef6CqdXLD7z/AEFcOZf7rP5fmjbD/wARF2iiivkD1AooooA4LxSVOvz7SDhUzj12isar+tSCXWrxl6eaQOMdOP6VQr6SkrU4ryPk6jvNvzCiiitCAop0cbSyKiDLMcAetXP7Hv8A/n3P/fQ/xp2ZSjJ7Io0VLPby20nlzIVbGcVFSE1bRhRRRQIKs2E9zb3sbWk8kMxYKHjYqefeq1e56H8P/Dy+GNN1S6tGF4lsly8glYZbG7kZxRa5nUrKlZs6i9+HnhnU386+08yzlVDSmdwxwPrVXRNVsdK0qCwihk8mAMsZU5+XcdvX2xXmKfGXxMsLRvHYyEjAdoiGH5MBWt4NuLu58OxPd84YrGx6sg6Z/UfhV4Kn7zUj1sBl+GzGo6WJTel1ZnVeOtbs7rwPqsSCTe0QABX/AGhXmPhvwzY3NiZr0rJNIuRGG5jUjgkep6103jE48K3v0X/0IV5TDcTW8yzQyuki9GU4IrpqclKorq5WJy/C5VXVOkm4tX1fy7eRLqNjLpt/LaS/ejOAfUdjVWr2o6rPqvktchDLGu0yAYLDtn/PeqNcsrX93Y86fLzPl2LqavqKKFW+uAoGABIeK7vw1fPf6NG8rl5UYozHqfT9CK83rT0zXrzSoZIrfyyjnd865wfasakOZaCjKz1PTo45JW2xozt6KMmuo8FIy+F4d38U0zD6GVq5f4deI7bUbqVbhliuUhJbJwp+YdMmue0nxP4gjvLyDTrtI9NW5kaPfGH2gsThSfrXi43C1cUnRho009fmcOLjUxUnQprazPaqK89XxjqyoAWhYgcsY+TSHxhqxPDwj28uvM/sHF+X3/8AAOT+xcT5fedbqRkbUIQrII0jYuCDk5Ixj/vk1DWbpOrXGrLM9z5e+Pao2LjjHf8AWtKvtcqw7w+EhSluv8yo0pUV7OW6CoZ92Ux93nNTVDO4DonOWBP5Y/xr2ML/ABondlyvioepHXIaqMapcck/N/QV19eceIPEVva67dwGJ3ZHwSCMdBXvvEUqHvVXZH0GbJuird/0ZdW0TUJobKXPl3EqRMR1AZgD/OvWoPDui21stvFpVmI1XaAYVPHuSOa8a8OeIIrvxVpNvDE433SbmbAxzXvFfBcWYuFbEw9lK6S/G5hldNckm11Mr/hGdB/6Aunf+Ayf4Vnav4E8OanZSxvplvbvtO2W3QRsp9eOv4101Nl2+U+84Xacn0FfLKrNO6bPTlTg1Zo4Dwd4Ms9H06C4uVM944D5kJIjzyAF6A+/rW5qFjaC70u4FrCJ11WxxJ5Y3D/SYx169OK01UKiqOgGBVPUfv6b/wBhWx/9KY68qhiqtbGwnOTd5L8z5JfFc9mooor9AOgKKKKAK99YWep2rWt/aQXdu3LRTxiRD9QRimHS9PbTf7ONjbGx27PsxhXytvptxjHtirdFAFW30ywtLD7BbWVtDZ7Sv2eOJVjweo2gYwaTT9L0/Sbc2+m2FrZQltxjtoVjUn1woAzVuigDnfH3/JO/Ev8A2C7n/wBFNXzNv6A19M+Pv+Sd+Jf+wXc/+imr5l2cDPFZ1DWl1FHt0p/QcUxY2wO2PXgU7p1IP+7WZrcUHbz3pVLE9Dn2pokUE4T86XJPOTSGizHavOD5YXcFJ2jrUGD0xVmC8kgt/KUABjuLAc/nUMjbmLHqTzQAzBJwuM9q43UZDLqE7MMHdj8uK7GQRpE0jOV2jPFcO7GSVnJJLEkk1pT3MK72RYsUV7qINwu4En2rt9OutubnYTnCpu7jqa4qxiea4jhj+/IQo/Gu5SBAwjjbEcY2rn0FTVJoJu7L1lHJPq8kwYMQu3nkgk5INWbpNlrG0yOkkpZt3YjoMceuan0KIQJPKCN+dzB27ng81X1e7FzLCEjEYjjCBQ+4d+R+dYdTtjHqcXxkjn61ZtbhI38ra2XOM1BJHJFO0bAEr6DilTP2lCEXk5wP8Ks89Xi7ovyJ6qQfU8YqRJn2f6xsHqM9frVZ71Gdt6MKCcbWRtw65FNHSpxvoXyTKgPmso7g1DdR/a0RHXdbhi5deDkjH5DFQh5WO0J16tUcksce6GOSQEjkZoFKSejAi0fUBfeU80a/M6H7p4wB0rbs9XtWllkFuUd/vHA6DoKw7cTLtjDB07I/QVoRafM0x2ICpX+A9fwqZWJimtUNvtA1PWZvttukboVAHzbeB9ao/wDCNapY3KSzW+2NGBZwwIArr7fxBp+kWMdlePJHOFyQEJ4P0qO/8V6VcaXdww3BMskTKAUI7H2pc0r2sS6VJ6uWo601+3ltCjzxh0wGctxjtU8OqWAkBN5DjHUOK8pWR443jViEcjcPXHSkzVexQLFNdD1Z9StAT5c6SuThVVgSazo2zqMTOQv77LA155GzBwV4PrXo0MDS2wlKl5mGTxmplFQLhWc+hutJAY12yISPccVGGVmAVlP41T+xvHE05OzMZBQDr9azCjYGSB9TWaVzZR5tTG1nT57/AFp1T5Uwx3t90YJrHuNLvLRtssDcDOV5H6V18940VlLFlDlCuAgJ5757UabbeXaCcsTK3PX7orXmsclSlFs4fY390/lSsMRAFec16CpIPzbT7kVk+JLr7PbwwwqoMmWZ8AnjsKand2MXTSV7nIYoxVnzZD1bNaWgWovtVjgcBlIyQRVNmcVzSUUTeFUNvqAvpMrCgKbsdWPQV6Gs6Txq8Z6dunNZupwWem6c0n2dCo+7GeAT24rkhrV6kp2TsiH+BcYH0rF+/qd/MsOuR6kfi5JRrRldSEdBsbHBx1rGt7a6uG3xW7vGG27gOM9Tz9K177Ubq8RI7qUypHnYrjO3PXHpVjR9RFiwjGTDv8woCcbsYBx0rVaI5PdnU9TmSCDgiiumiaxuNUEl3aRtHK+GAyuM9+K6s+EtFPS1bH++alzS3NFg5vZnl6gkivZ9Lk26fbqxxiJVPvxWVB4V0i3vIp4oD8h3AOSRn6GtSdI4dqRu2cc4xx+lZzkpbHTh6EqV3IqeJlx4Z1QE5/0SUg+2w178n+rX6CvnbxFK58OamDI2Pssvy8f3T7V9Ep/q1+grow+zDEbodRRRXQc4VT1DSdN1aJItS0+1vY0bcqXMKyBT6gMDg1cooAqXml6dqNkLK9sLW5tRjEE8Kugx0+UjHFLJpthLp39nyWVs9ltCfZmiUx7R0G3GMe1WqKAILOytNOtUtbK1htrdOEigjCIv0A4FcZ8Yf+SY6l/12tf/AEojruq4X4w/8kx1L/rta/8ApRHTjuhx3R870UUV6h6gVcsPvP8AQVTq5Yfef6CuHMv91n8vzRth/wCIi7RRRXyB6gU2STyo2kK7ggLYPfFOqjrM4ttHupCM/uyo5xyeP61dOPNJIipLlg5dkedSytNM8rnLuxZj6k0yiivpT5MKKKKALWm/8hK3/wB8V2VcVZyrBeRSvnarAnFdojK6K6nKsMg1rDY78I/daMTXLBpA14H4RQNmO2f/AK9c/XU6peW5sLiITIZPu7c85zXLVE7XMMSoqegUUUVJzhXb6r8TtW1Lw+mlRQx2YCqjSwMQWUDG32BriKUEgEetBMoRk05LYSvWPDl/DH4cskZXBWIDgdea8nr0DQZlXRLVXJyFP8zXVhIVZyapxuzvwWOlg5ucbaq2pf8AF+pWz+G7mIF98m0KNh67gevTtXmcUMs8gjhjeRz/AAopJ/IV3PiOeM6HOoOSSoHHuKyPAn/I0w/9c3/lU4xVIS/eKzt6GOa5jOunXlZuK6eV2Yv9laj/AM+F1/35b/CoprO6t1DT200QJwC6Ff517vVe9soNRtHtLhFeOT5SD+hrzlXbdrHzFPO5SmouG/meHrbTvEZUhkaMdWCkgfjUZVlOCpB9CK+rba1gtLaO2t4ljhjUKqKMAAVynxD022n0AXjRqJ7aRSjgc4PykZ9Of0r0nh7K9z6iFDmko33Pn3B9DXT6dq9nY6TbI7EuSQypyV56mpzjB9qxdBi8zUg5ZAEBJUnk5Hauaq/Zxci8VD6lHnTvudXb39pdLmGdG9s4P5VY3r/eH51g3LrNJ91doPAxUPlp/cX8quCk4pvQ5Y5k7ax/E9O8LlDYTFcFvNwSPoK3Kxvhh4W02fSrnU7mBJpJZfLVGB2oFA7ZwSc+ld+mgaTG25NPt1PqExV/W1D3bbHLUh7WTn3OZrmNc8XaVpOrR2tw7s6xnf5a7tpJGAfyNT/GIJpGk6a+nu9pNJOwJhcqWUL3wfXFeY+E9DHiLWjHctIYEUyTMDyfQZ9z/WtaeNaanBajpv6s/bN/CeuWV9bajaJc2kqywv0YV4z4nYN4n1Iggjz2HFewWnh7TbGPy7WKWFP7qXEgH5bqpzeCPD88pkksSXYksfNfk+p5rpxuO+s04xtZovE8QUa8FHlaa9P8zzTwTPHbeNdIll2hBcKCWOAM8Z/WvpivC/EfgK2tmiutPdorfcFljYklfdSf61p2uu6vZwLDHqlyUUADzG3n8yK+dxmBnXkpRexvg84oUoapu57DUF68UdjcPO4SJY2Lsf4Vxya8rPibXNwI1OYY7bV5/SqmsanrniCybTn1KUrOyp5YVFDEnABIAOPxrjWUVr6tf18js/tzDyVknf8ArzPVBgqCDkY4NU9R+/pv/YVsf/SmOpNL8KHStPjtItY1B1QAAyeW2B6DK9KTUtLktm02VtQuJQuq2PyOqAH/AEmL0UGuCjw5i6NeNRtOMWnv0T9DyItXPY6KKK+pOkKKKKACiiigAooooA53x9/yTvxL/wBgu5/9FNXzSHwMjH4Cvpbx9/yTvxL/ANgu5/8ARTV80KPlxms6nQ2pdRRluTQUFKoKjFGeeayNhMfMTQBigkZzxSjLttBGfSgQ49APakpzA9lJxShQqszAYUZPzUDM/WMR6VJKOC2EB9f881yI61r61cGaKE+Y2HJYR9lHY/U1jjrW0FZHFVleRsaC8MerQPcHCDPPvjiu2tfMe2lkkVsh9wHXp1rzZTXU6Rrm6O2spGKNvwX7MD61FSLepVGdvdZ21pJFBpkm6SYSynAEagjHrgmsqWIpIUxz1OCP6Vsx3K2eng29s8kueZWHBB7darRh5iZXhyrjDBiOCPpXNc9BdjMkRJIWRRgsMbulc1JPcQSeX5hzGTt9vpXYTxAsVQIDngAVia7bBJIJGXmQFSQe4pxZz4mHu8yMwyF3LthnPJJHekkaSMIwO1SOMfWnhF68j8aimKq464xWiOM0rSYlVLKQcc+9RA2bXf2gO7sTjy8Y5+vpUUEzDaScgcAVZhRAR+6U8krg85oZupcySLML/wCjzMQBtUlc8461JNqEtjpcDw4EzYyxGeMGoBdDY6yoQjfKR3xT5rV722j8r5Vj5wT94f41LXc0le3umdqjfbrhLiaUiUxoGAj46dqy3jMUjox6KefXitJ9NvTI2LaVlzwQpPH4VWvYJkkl3xlREm056/55q0cdSHWxk5pRRkd6BWhmPj5kXJ7ivQ08RaZbYiWYmMdgpytedrjePrU1ZzimVGq6ex3t74usTbskRZweNoXBP51Ssb231V2jRjHOB8sbfxDqcH+lcfToyVkVgcEHg1KgkaLFzvqdXMxWbII4A/Hir9vNuiynYYwOwrHuL5zL5ZjiIT5QcEE/kaR9TWCMNDHtfGHBzg/Tmpsatpm75wKbSPmrnfEsga6gUdAn9aZLrU6LlY0DHueaW4tLq/0gamSG8tijKF5C+tNKzuZTTcWkZAGeO9dH4MT/AIm7uf4Yz+eRXNKrO4VAWYngAV1+hafNArDzNhkIEjL1H+yPeiexnh0/aJmr4vlI06IEEZkH8jXDsQOhPNdl4vjdrGHadwiOX/Eda4nrzU0/hNMZ/EHOx2461Ja8uRnkDNVz1FXLCNmmOATgEn6VozCmrzRJ8zcbSa7/AEa6luNLgdt28DY2e+OK5zTbBr2cdo15Zv6V1S7YAsaLjA4A7VjN30PZgrallsrlT1x2qoS3UnOTxU4+cHJ7VEvy/IcDJ71mimZOu4Ph7VNxJP2WXBx0+U19IJ/q1+gr508QEDw7qg65tZen+6a+i0/1a/QV2YfZnJX3Q6iiiugwCiiigAooooAK4X4w/wDJMdS/67Wv/pRHXdVwvxh/5JjqX/Xa1/8ASiOnHdDjuj53ooor1D1Aq5Yfef6CqdXLD7z/AEFcOZf7rP5fmjbD/wARF2iiivkD1Arm/GFxssoIATmR9x+gH/1xW7eXKWdnLcP92Nc49favOL29nv7gzTvubsOwHoK7sDRcp8/RHnZjXUKfs1uyvRRRXtHghRRRQAU8TSjGJXGOmGPFd14E8Ki8D32p2UctnLHiEu38QbrgfQ1L8QfDVlp9jb3+n2qQASbJVQcHPQ47dP1rf2EvZ85l7ZKfIefEliSSST1JpKKKwNQooooAKKKKACvYdD8DX0nh60le4iSV4lcRMpGMjOD6GvKLC3aW7hLIxhEi7zjgDPNfR6+ItGMDSpqVqURSxHmAHA9q5cTmWOy+UZ4TRvfS/wAtiKtKUktHY8W8UK8Fg0UilXEoVgexGaqeBP8AkaYf+ub/AMqk8Wa3b6wzzQupaWcuUAPyjmo/An/I0w/9c3/lXt5zW9tU53a/Kr2d1e2qucmIVsJP0Z6xVHWZpYNGvJYN3nLExj2DndjjH41eqeyQvf2yhQ371SQfQEZr5vm5dT5PCx5q8I92vzNnw5f6nqWmRSanpc1jc7RvDlcMfUDOR9CKqeJNN1TXrVtOt4Et4CQzzzuPmwegC5Pvk4rp6KmWb4hq2h+pwoqDT7HhHinQL/wqqyXcPnW0nAuIeVB9DnkGvP0do3DoxVhyCDX034xiSbwZrCyIGAtJGAI7hSQfzArjYvhZoE2nwsy3STmNSxE38WOex71vQxvtIXqbnLjeacknseaW1wtzEGH3h94ehqata/8AAN54bhW5ubyKRZH2ARZ9Cecj2qgLZe7Ma9SnJTjdHhVY8krHtPwzjCeC4G27S8sjE+vOM/pXX1x/w9huNO8M2tvdSKyXDNLbc8hTztPv1P0PtXT39/a6ZZS3l7OkNvEu53c8AV5znGcm4u+rOpJpJM8l+Otx/wAgW2/66yH/AMdH+NYfwtj41OTn/lmvt/FWH498XHxfrouY4jFaQL5UCn7xXOdx9zW78MbiONLy0fKyybZYwwxvUZBI9ea6qaskjmxyf1eVv61PQ6KKK1PnDG8StjToxz80oH6GuVro/FEiiO1jJ+YszAewH/165yqR2UV7iEVgy5Gfxq9o8Xna3YRldwNzHkf8CFUq2fCas3imw29nJP02mqW5vD4kewVma5/qNP8A+wrYf+lUVadZmuf6jT/+wrYf+lUVbz+FnpR+JHqVFFFcB1hRRRQAUUUUAFFFFAHO+Pv+Sd+Jf+wXc/8Aopq+bFQjhgelfSfj7/knfiX/ALBdz/6Kavm/BZV78dM1lU6G1LqCJGVOefr1o2/eKttU8Djp9aaWKhcdeeMU0HkE/KKzNR6Q7fvMc9enWlJUkFNvHB4xSB8r60KccHvQMkJw3BP5VnatL5NmVUn96wTI9O9aBPzHnvWF4jlKrbKDj7x4P0pxV2RUdoszJlk1O6leGNjHGuFAHRQKzh1rufD9gqaAzuAGuFfbnqeDXD4wTWsXe6OScbJPuWrazmuYpHiQsIxlsDoKLZWF5Cp4O8fzrpPAwR7q7SRgEEYY59M4/rUPijSf7I1dQgwjNuX29qXN73KHJ7vMdpei8+yqiPi2TC4KhBk89e/1qK383ygm7OOTzUlysckPm3Ez+YQFRC2SevvwKZZ4KjaMDGK5HselHcCjeaTgDnPWk1G1F9atGAFYfMjHsw6Uzd+8PNTwOpfa54qdtRuKkrM5eGCO4BWNWEgO0qTjDelJq+mGKNdiFZoVPnruDDrwRj2xXfac+lLN5V7BbsjsGEhj+YH3I5xWF4jD2Ws6xcRIoVGG0YyrAsoI/ImrjK7scdSkoRuzhorjGE7E9fetKO4aOQHPIp15YwQSefbKRC4DfN1TIziqhmTb8oJYHk+1a7mF2maQiuLrcbcDjG5c8AevPat1fMhtBFjKqvXHWsjQryKGVkZUDyjakzjOz1rrTo62e1vtMrbxnfgFSPYd6ym7HXRSa5kZtvfjT7N5uDIw2InqazZxeavpc1kqK88jBwxAyQOozWuI4Z03BfnJI5P+cVG0sWmQzBsCVoHCexPH9aSeppKN1Z7Hn02mzxKWADYP8JzVYE45ro845BqhfwRFTJnEhPHvXQpdzhqU0ldGbHzIuPWpqake1gSR+FOOKTOWTDPFOj/1icdxTcVPZRiW9iQnGTSBK7Na9mf7Qy4VdpI4UVVaQ4wQpH+6KmuhuuJGJ53mq7qRgkUkdcmAdcgvGjgHoR1ruNBWE6Ovlx7UYNle3XmuFIwK73RYfL0K1YnG5cgfiaipsa0fiGWukxmRzJmNQMKFx/k1PcXNvYwBYAgdT94jO3/69WGbykyx4JAyfWq40yJ7lXkZnAOdp6E1je+50cjS9xamBe6jdKGUuGSUYO8en/66y7XTJbq4XMUnlk5O0Ace1dJq80cerQxfZvMjWPnauSuTwf0qyZUjZdgxkenetFKy0MXSTfvvYw/7EtAzb3cHqEB/masWMEFnM7Qrgsu0hjkYpPMZS5bqeMmkVwQT36UNswVou6NK1n8iSRIFQREggHOc/nVHUPFz2N29uLVJAmPn3EZ4qzEpIyw7iuL1lg+rXJXoHIojFN6lVK84rRnUWfi6TULlLRLYRSTHYsgbO0+uK39V1ax0m2M13LvYDjZ/GfYV5tpDww6ikk5IjQEkgZOccfrirGsfZ9XfzzerG0aKqRbTg+v0q+RXHTxD5W5PUv6n45tLrS7y2SzmUzQPGGLDjKkV9bp/q1+gr4WubSWGNzjegB+deRX3Sn+rX6CuinFJaEubnqx1FFFaCCiiigAooooAK4X4w/8AJMdS/wCu1r/6UR13VcL8Yf8AkmOpf9drX/0ojpx3Q47o+d6KKK9Q9QKuWH3n+gqnVyw+8/0FcOZf7rP5fmjbD/xEXaKKK+QPUOZ8YXhS3htFP+sO9voOn6/yrj63vFzltXVeyxD+ZrBr38JFRoo+bx03KvLyCiiiuk5AooooA9z8JRyReFNNR1wfJ3dexOR+hqbxHYf2n4evrULudoiUA67hyP1AqXQ0MegachxlbaMHH+6Kv17cY3govseU371z5yIIJBGCO1Fd98RPDaWso1m1VVjlbbOg4w56MPr3rga8epTdOXKz0oTU43QUUUVBYV1en6ppT6YqXFrCJ4lCBCgO/wBCP61ylPh/18f+8P51nUoxq2UjswWMnhptxSd9NVc6nAHRQo9AMAUUUV7iVj6AgHh281u9WLToUaXaWkJYKABj/Gtzw54R1jQ/EUFxeW48ko4MkbBgDjv6VveA7WZZLi6aPELrsV/UgjI/Wu36jmvis3zWph8ZKlFJxVvyPmczpRqSnTTtdfoY1WdO3/2nbbM58wZx6d6dLbq8u2ED5fv88A+n61LYW80OqWrgArvIYg9Bgj+eK6acalbD+2jF2aPi8Ph3Rx9OnJ7SX5nWUUUV5J+mGB43LDwTrG0kE2zDj3rA0q0lstOghlvbueUIN8kk7kk4+vA9q0PiRcSQ+EJI0QMtxPFDIf7qlhz+gH403oK3TcaSt1b/AEPLx8vfSRWvLGDUEVLvzJlU5AeVsA/nWVd+EtOngkWASW8rD5ZFcnafoTit6inGvVj8Mn9557V9zdsNG87wTaaXO2ZBaKnmIxBV9v3lPUHPOa+cPENjrGk6nJYaw1x5qHI81ywYdmHJ4NfVNqNtpCvoij9K82+ND2UGjaZNJBFJeLdAxbx1QDLA+o+7WOWYuca7pvVSf4noVIJwT7HE+EPAy3Ea6hrER8s8xW7cZ929vauxl8K6Vf3q3uZYJbZRFGbeTYEA56Dp1rzzVPiFqd/Yi2gjSzJ+/JExyR6D0qLwvq9y2dKzPIJXMiqm5snHOR+Fe1iKdaULxdmedicPPEQ9lTnytvc9C1y+aysZF0zUWkvMjaJArKoHXOF/rRZnXJdPQ3N7bRzsoOY7cnb+bY/Ss3+yryGNLieApBvXezMBgEgdM5710le7w9hFWhOVd81trs5auApYWMaa957ts5y68NXl5etdza1K0pTYP3C4UewrIn0bxJbOyxR2t2gPyuG2Ej3BNd1SMcKT6CvoJ5XhpLRW9H/nchW2siGx+H1zPYwTXGopHLJGrtGIM7CRnGd3OKyvFei3vgnTrfW7PUEklhuUAUw4znPueOMH616tBkW8W7Gdgzj6VxXxT0281jw7bWVkm+Y3QcgsFG0K2ev1Ffm9PH1XWScvdv5bHrPCUYrmUdTAT45Q7F8zQpN+OdtyMZ/75qaz+KkHiXWdH0ldKkt2n1SyxIZgwG24jbpgelebS+B/EUWf+JeWGcfLIp/rUvhOwu9P+I3hyG8t5IJP7UtvldcZ/er09a9mOKVTSMk/uMlCJ9s0UUUFhRRRQBnatrmnaHHC9/OyGZ9kUccTyySNjJCogLHgZ4FV/wDhK9E/sT+2Pt6/YvM8rdsbd5m7bs2Y3b88bcZ9qwPHsyQax4dlmv20iFJJy2rhQfs52ACM7gUG/J5cEfJxyQa5yxlFtpOlarOzT6XZeJJpp9QMZH2mN4pFW5YdAA7gEjC/LkADoAeiQeKNFuNGuNWS+RbK2LLO8qtGYmHVWVgGVuRwRnketSaR4g0zXRP/AGfcM7wECWOWF4pEyMjKOAwBHQ4we1ed6iw1RPEWv2CPc6P/AGrps5eJCwuI4GjMzqP4lAA5HXyzjOK6TQ761134g3+raTMtzp0emQ2r3MXMckvmO+0N0Yqp5x03YoA0fH3/ACTvxL/2C7n/ANFNXzYxJCjGB6V9AfEfS7yfwf4hu49d1C3gTTJybONIDE+I2yCWjL898MPbFeBRqqoCxwcdqyqdDal1GnjBzt/nSBNxBI/GnK4IPB56U7O7aoIrM1GDgcgEenSpFy2MZpgTLHIH1zmpQAOhHqeaAGAnB55rnPEhbzYAc/dJ/WuhJ7dK53xI5NxBH6Ju/M//AFqqHxEVvgOks51ax0sqf3aRKCB65Oa4S4TyruWM/wALkfrXZeHR5ulwK3qUHtzmuW1dQmtXijoJm/nVU92jGqvdTNvwSy/2rPGxwJLaRf0z/StLxtfwXQ02zRi9yiKZWPbIwB9cYNc/4YuFttchd22oVZWPsVNVmuGu9W89ury7segz0/Khx9+5Kl7nKegZh6bjgKFz05FPkaa0uXhVEfbxvU5Uj2NZLX0ZfZtfkbtpQ8+59q0SWuIQXvmYOOIolyeP5Cue3c7VLsJLcRRBSWG49icVcjjjMSMpO5hnjHFcrqtvIwiMYyu4g56iumthi2iXIHyAfpUyVhwm5SaaGFMfMWq+l2WtzBcRrNbODv3LnBGMH9KplUYY3fhSLFJMnkI23zXKEhumOaSHPYo3Not5LKxKCJ+FUgjGPu9PwrGuNGnjlby9hX2bp+ddAGjCsiu29RnayEdPrUMsyvbuxIDMDgepqrtHNyUprRnOJDKvHBXrgMDzXVDXv7N0yztnU3Eap82wHchPPXp7VyrRSR8suBmnfvo7fKsVWRvXGcf/AK6ppPc5oTcHobZ8U28NqEigkaQdN4wB+tQ2+67sn1Ca4DzykoIh/CoIrJVbponkXeUTG4g5AzUsFzeBRGjMEHOCBgUcqWxoqsm1zFgxEtgDkmobljb20gZBl8Ku4Zx713NhYWk+mQNPAhkKjfxgk0XGjWJUobeMqRxntU86OiVOUo6Hl5/Sprm0ltY4HkGFnj8xPcZI/mDXU32hWtvF5hiQAHblWOD9R61QmiSaKISgyJENiAn7q5zgfiT+dWpJnBKi46M52rNgM38H++K1n0+0ONsRHHTcatabHDbyOkUCl5wEBbkrz2PanzCjT95FV0JYq4wVbmor9kaULH9xRXfWvhSOa0T+0QhuB18okAe3vTZvA+nPyJZ1J9GBH8qzVSNzueHnbQ852liABzXolgjwadbQsPmWNcj8Kjj8G20E6tFcyb0IILKGx+H+NXii2z7QzPsAUFhgnAweBUzkpLQunSlB6leS5jeUWDpuDjexx93HTn8/yp9uhaTazFkA4z1/OppIxMoyFV15DbeaEwgOAGbGAOlR0NV5lC9sLfYbhQY5EIOUP3gD0P51lxB5bjG056jNF74ptoHa2urWaKQfexhsc1mf8JFa+aHtXmidSTkoDkYPHWtFFnJUlBy0NGRcrtCnPrTI490oQE4Ht1rNTxTFGVVYZDHu+YNg8e3pW/Yrb3xiltw5WXkEfwn0PoabTREUp7DzuHykcda4HUATqNwQODI2Pzr1SXS7iFSRGu49NzcVyk/gvUhDNdSmLyo8u5U8ge3FKEkgrUZtaI5OEhN+RnC8/mKjY5PHFaN3Z2toHEV8kucDG0gj1zVDamf9av5H/CtTjlFpjZTtsJzkjMbD9K+2E/1a/QV8T3iBbOUCRDiMnjPp9K+2E/1a/QVtT2NaOzHUUUVobBWTq3iTStEmigvp5BPKpdIYYJJnKjqxWNWIUZHJGK1q888X3EVt44t5LjW38Ox/2YyrqSqp+0Eycw5kBQbcBum47uCMHIB1Vz4q0S002z1B74PbXuPsxgjeZpuM/KiAseAScDjvTn8UaLHocWsm/Q2ErBI5EVmLsTt2hQNxbII2gZyDxxXA6LdQ6KngzVtVhWw02OwvLXzZFZUikZ4ykjbslfMVGPzHq2M8023cWqab4juEdNE/4SW7vN7oQEhkikjjmI7KXO7J7ODQB6TpWsWGt2hutPn82NXMbgoyMjjqrKwDKRxwQDzXJ/GH/kmOpf8AXa1/9KI6ueD5o9R13xNrFmd+m3l1CLeYD5ZikKq7r6jPy56HbXP/ABe0u8TwTqd62u6g9uZ7Y/YWSDyRmeMYyI9/HX736cU47ocd0eF0UUV6h6gVcsPvP9BVOrlh95/oK4cy/wB1n8vzRth/4iLtFFFfIHqHB+KWJ1yQHsigflWLWt4lcPrs+P4Qq/oKya+iw6tSj6I+XxLvWl6sKKKK2MAooooA7Sz+JOpWttHAbO1dY0VFPzA4AxzzU/8AwtHUf+gfa/m3+NcJRWyxFVdTL2MOx1Ou+Ob3XdNaxltYIo2YMxTJPBz3rlqKKznOU3eTLjFRVkFFFFSUS2trPe3MdtbRNLNI21EUcsavXHhzW7Unz9JvUx3MDY/PFaXg6CW08TaZqF1a3S2aPvMqwOwxg4PAOea9qTxj4fZtr6nDC+cbbgGI/kwFSpJuyZUUn1PL/Cnhy513T7gy3cNrcwOEEVwNrMMZz6/pXU2Hw0uHmBvb+EQ9cQZYt+JAx+tcT8TdSg1LxaWtZ45oYoEjDxtuXPJPP41ycN5dW5zDczRn1RyP5VUqmItaM7fI6PrleK5VI910fUYbjV9U0u1tUgtdKZbePaclic7ifxFaV9qNnpsHnXtzHBHnAaRsZNfPceo30LyPFeXCPKd0jLKwLn1Jzz1NdX4giD+HIppS8kqhMPIxYjOM9a8OrkLxNaVVzsuvfYmjQlVjOd/hV2elWGoaRrN482n3CyyQEGRowRnIIAJ79/yFbCsUdWGMqQRmvnfTdY1DSJHewu5IC4w208N9R0rvvA2t6trM959uv5ZUiRdo4XBJPoPavcw0qOBwvsndpfqfOY7B1ZVXXUkkrHr2j6tb63py3lsGCF2Qq3UMpKkfmKv1wWlwHRYGg0+eaGFmLmPfuAJ6kbs1dbUNQKkC+mU+oVP/AImvmZqPM+XY+ghnVHlXMnf5f5k3xBkWPw1GXKhfttvkt6eYD/Soa4vx9ZXmpWNs0uo3M7+esaRSFRGM55wqjn3pdNbUrDT4rY6nK5RcAlFOPbkZxW/s17JWeupaTx79pRWi01OzprusaF3YKo6kmuej1S/RcNNG59TH/gayPEcV/rdmIvtixIh3eWEwrEepzmojTvKzdkDy+uuh7oi7Y1X0AFcR4lk0nxHrU+h3VvHcGxiV33dVZ+wPUEADketZNj4/1sWUIuLex80KN21Gx/6FWRe6pc3niS31oR28EscbRzRwoVE4P9455xx+VY5fQ9jiFOrsrnuUsrxScZOF16ouWPw70CyumnMElwD92Odtyr+Hf8c1pQeFtLtdZt9Ss7aO2liVlKxLhWBGOnqP61nyeLLmNHYackmBkKsxBP8A47WfF8RGdFf+ySuf4Wn5H/jtfTR/fxapasrFUKdCHI4Wb20/U1fGmrw6XaWKTD5J7tA59FU7if0FWkdZEV0YMrDIIOQRXH6kLz4katpmkWkUVm+6Q7pZSy/dz2X0U/nXWaF8LfF+goVGpaddW4/5djI4/wC+SV4P6V14DN8Plb9hi3y82v6fcfM4uhOpK6JqASDkAkjsBmqmltrOpXc9udCntTASrvcvtUsDggHBya0J9H8RDZ9lgslYOCWe4JwM84G3rXuVuIcthFr2yvY5YYKvKzUdDuR0Fc/4hYfbbJPmzslb26oOfz/nXH638Yray+0WtlpspvoZTG3nkeXkHDcg5PTjpWTJ8WbXUbmOS80+W3WOMriJhJliR64x0r83+p13HmUT0qk1ytI7Oq80Ub6jozsis6arZFGI5XNxGOPwrlv+FlaL/wA8bz/v2v8A8VVnTfGulazrmjWVuLhZpNVs9okQAcTxk8g+1Khha0asZOL3Ry2Pp6iiivpCgooooAKKKKACiiigDnfH3/JO/Ev/AGC7n/0U1fNagkDOOnavpTx9/wAk78S/9gu5/wDRTV81oeMCsqnQ2pdRTw2Dzj0pUPI46dqaxJOccUqOF7CszUnJOzkGo0yWJPocCgynqe/Y0oxgnkDHSkBEMjOa57WIpLnWFgjQs4QDA5z3rpcA5wKxLXI8YMzHOMn/AMdq46amdXVJE3h66MEk1lL8rclAfXpWHrIxrF0D18w5rX11Gs9XF5GMLJzgcYOK564dpJ3kbqxzVw3uYzenI+gIxU5Bwas2R/0yHjPzjNU1NXtOGb6P25qpbGPU7KbW5pNKh3HMsmFDFc4VcgDnmpLG4xtxgI/JwSPqOOcVi4J0+z9CHx+dXdKgW4imjdmwCNpUn5TzXLY6IVJc9gubRrq4ZFlIAJPyAkHNdBBGVhjCtu2qF61k+ULefy5yygj5XR+KljDqSGw3pz1FKWpvB8ruaZQg4IB5zxUavtaRAAdxzjFI067AgAB7jFICu4sSoqDa9yC5uJzA6STOVA7tmqaSBowv8P5c1pQxKh80rFKhzlHBwc1XlFuxUxwmPjOFIwPpzVKxhON3cxr44lRW5BTn9abJa+dbRbHBZEPGOvJNXL9LQIkkjbMjrnkD6URqiwAoxZNgwcYzVdDn9nq7mKqsTjBz6V1PhrTlLySXalVwAFYff7/0qkJUjVGWLEmclwcE11GkXqT2ryeQqYAQkclzk8n8/wBKUnoXSprmRfAGzKkqD/KmuybSoye/0qIllbKAheuPanBg4LAZGPWsTuMnXmDW0KLkLvzz9DXPMQFOK3Nd3NHCO249fpWHgnkdPatY7HBiH77HKcAZ64qzpeH1a0GP+Wq4/Oq4U9uavaQn/E5tP+ugpsygveR6SpwuA1IzFRgd+lKHUAgDk1CXyWOTXKewN+4eTznmsqR907EgYJPatRgCpI5rMwsbP5q89RzVIiRGJTyf1xT1bGwkcE9cVEuG5JwBUjSGUrGi5UD86ozPNvFjKfEd1jkDaP8Ax0VlKOSy8DB/lWl4jfOv3mAOJMfkMVmxOV38DlSOldUdkeTU+NkecIBXonw+gMmlXDBgrGXAJ+grzlhg16d8P0jGgySOwGJW6/QVFX4TbCa1DfbczFQ5cAdauQzShTGZPlfH41CZV8xSigKPzNSFkB9wcgVzHqnnPjTw3HpM/wBshmUxTuf3Z6qe9coiFnAHUkCu5+IshZNPB6Hef5VwasVYEHBHcV1U23G7PGxEYxqNI09U0sQWdyQXJjjbJ7ZAr7IT/Vr9BXyJcXVxLpNyryOV+yyZGePuGvrtP9Wv0FbUups4KOw6iiitRBRRRQAUUUUAFcL8Yf8AkmOpf9drX/0ojruq4X4w/wDJMdS/67Wv/pRHTjuhx3R870UUV6h6gVcsPvP9BVOrlh95/oK4cy/3Wfy/NG2H/iIu0UUV8geoeb61KJtZu3HTzCPy4/pVGp73/j/uMnJ81ufXk1BX0tNWikfJ1HebfmFFFFWQaOg6fHqmvWNjKSI55lRypwcd8VHrNnHp+tX1nEWMcE7xqW6kAkDNavgTH/CbaZnH+sbr/umq/i5BH4u1VRnH2lzz7nNacq9nfzMOd+35Olr/AImLRRRWZuFFFFABRRRQB9CeFf8AkU9K/wCvWP8A9BFZHjjw4fEGnnyFX7bAd0RJxuHdc+9ed23xB12z0yGxtpII44UWNHEWWAH14/Sn2XxE162mLXEsd2h6rIgH5EYriynCfV8RUqV/hkmtPNpl4BU6dSTrbNW/E5WSNopGjcYZCVI9CKbTpHMsryEYLMWx9abXaQzoPDFha3E7TXJBZGAjRuhP9fpW54p/5Acn++v86i8JL/xJ3yODMT+gqTxQgXRJSCeXUkZ9674xtQfofR0qahgG0t02cJXofwyA8rUjjndHz/31Xnlek/DMf8S+/PfzV/lXi43+Cz5PF/wWdzRRRXhnjGL4jJ8uwULnddDPthGP9Kp1a8QlvN01QRgzsT/37b/Gqtbr4UfY5CrYVvzf6BQehopG+6aD3Iq7SK9FFFB9UFcy+PMfByNx5/GumPAr0Gx8M6NLpVoJtMtWcwoWYIMk4Geete3ksuWU36Hy/E2Ljh40+ZXvf9DhfhhGX+IGnEY+QSsc/wDXNh/WvoeuB0bw7pdj4n0+6s7eO2lQSDCfxqUIx+orvq+Y4rqc+OXlFfmz5ylXVaPOkc9fuHv5sKRtIByOvA5qtU96/mXsxKlcNjn24zUFeLHZHr0/gR8s6/8A8jHqn/X3L/6Gado3h/Utflkj0+38zyxl2LBQv4mm6/8A8jHqn/X3L/6Ga9O+FUe3w3cvx890f0Va+1xmKlhsKqkVrofL4ys6MHJbnnGseFtY0JVe+tGWJukiEMv4kdPxqbwP/wAj/wCHP+wpbf8Ao1a90v4YrjT7iKaNZI2jYMrDIPFeF+B/+R/8Of8AYUtv/Rq1nlePli4S51Zr9THB4l14vmWqPuGiiivVO0KKKKACiiigAooooA53x9/yTvxL/wBgu5/9FNXzX8owQT05r6U8ff8AJO/Ev/YLuf8A0U1fNartQEdfWsqnQ2o9RuCeTwPapOpAHOKYcHqTT0HHTArI2E2GpP4GxnpjFJkDPOaOSpx3IoARASQK5+zkx4sZs5G9x+hroV3IMgfnXLWR/wCKkXB/5bNz+dXHqZVXrE7G5tE1C2kjOMjpXC6lam1uHjPO09fWvQrBAzuDzkYArlfFdv5Wof7yA/zpU3rYVeN1c5oda1NKX987/wB1Cayx1rZ01dtpM5HDAjP4f/XrWexyrc2dKjS5tyJMMI2wOfWte1to7feVGCWwMH61zljefYbaTEYfcw+8elb2lXn9oo+4CLa2Tt64x2/WuaW9zopcrsupduIVmjw5Kqvc1lwXRhBQSeaFPXOCK0rx1giJ3HbjHI9utcssM8qgxtgDpzihao0qS5LHUQ6hbO2GOD0ww6VHPOiTgOC0ZByPWs1IyJDHMi5xnOeAfrSmPvgHFHKjRSbWxel1GExiMKFQY+6emKogO12zLsBcABj90epqWGGOXcGUYx6dDVZoik+FcgHpimkiJO7Vyb+yS86tcTb4wckKclv6CtW+8vStPhNtiW4kfbGhPyoMdT696y0nuIG3A5jPOAetJdahBPOpfeFRcKmOS2KTRHuR8mSSm4VV83EgYfM+zAz7V0mghWs5EVFXnj3Nc/poVo/9IlI83hcDd839K3bKeCyt3MsoGTxt61M9rGlNe9c1ZABB86EEdMdKqtIYgWLBVYZNT2U8N9EJUbcMcgn7v1rL1GUzT/Ljy14XFZpdDdshvLhbuHy2UAA8Gq1pp8NxKyFnVQOxqR4z5anoMmptMQtK5GelVsjNxjJ3aFOiW5GPNkB7dKgbTfsTLNHOAVycucBeDzmtkptPJ59qyfEhCaPKe5GPzpRbbsTOEIrmS2Gn4hpG2z7K8wTjzN+3d74xT0+ItsTl7CXn+64rz0Agn0orX2UTi+t1e56K3jmHUI2gsomglPQy4/SrkeurcWqi6U+cAOVHX/CvMrYf6VFjrvH867QfKMmplBLY0WJnJam3HqNrsKsX5xg7elPTULZHypZj2XGM1gBmLcVNjI461FhrESOY16GB9TllhuAzOd0iMCCj9x71DDbWv2CbMqvcso2ckBeRnqOeKhvjv1K4JPHmN/OmqARiujockprmeggs3ZfvRZHH+sH+NeoeD7AQaGirJHIMszMORn/61eYFea7zw1cPDo0cayMmQ3T6ms6qujpwbXOdmkFrEqmSbexHCJ2+tU7yeNA7lljQc5Y9B9ayjczf3ieK4/xtqs3lw2iyEK3zMBWUIczsd1SpyxuJ4t1a01aeBbSYP5IYNnjOcdPyrmjG6thlI/Csw1JHNLH9yRl+hrrULKyPLqe/LmZ09+5TTrpEchfIYdeo219hJ/q1+gr4mXUS+lXMc0e9yjBXBxjjv619sp/q1+gq6atc25kx1FFFaCCiiigAooooAK4X4w/8kx1L/rta/wDpRHXdVwvxh/5JjqX/AF2tf/SiOnHdDjuj53ooor1D1Aq5Yfef6CqdXLD7z/QVw5l/us/l+aNsP/ERdpCcAn0paiuiRaTEdfLb+VfIpXdj027K55hI2+V2/vMTTaKK+nPkQooooAkhmltpkmgkeOVDlXQ4IPsaJ55bmZ5p5Hklc5Z3OSx9zUdFArK9wooooGFFFFABRRRQAUUUUAFFFFAHdeFP+QKP+ujf0p3in/kByf76/wA6z9G1yy0/REjlkJlUsfLVTnr+VWtZu4tS8OGW2O7e6Db3Bz0NegpJ0uVPWx9LGrTeC9mpXfLt8jkLW1e6mEafifQV6J4PhOn2dwsMjfNIC2QDnArnLO1W0gCD7x5Y+prqfDoP2Wc5GPNx+grzs1oqlgrvdtHk08LBxtUV7nSRXEzuSWXaP4dtStLIQNpUeuRn+tVrf7p+tTV5OHpQlSTktT5/G0oQryjFWRyPju6vfP0uO1wDvZ1I67gMflg0RanIIV82JTLj5trcZqXxPk6tYDHAilP6rWbXvYPL6FWknOJ9Bk8eXD3XU0BqfynMPPYBv/rVk63rl7FEiWsGzewHmZ3fhj3qanRqGlQEA8g81rUyrDRi5RWq8z1lCdVqEZWbLtvNM8SGeEI5HzBWyBUvmfNjacetMorxnhabPs407JK9ytqd89pYyyRwSOwHBGMD3PPSu70XxtENHtVv7C5iuUjCuIwrKSBjIO7vXE3A3W0oHdD/ACq8owoHtSdV4P8Ah9e58FxnFxqUru6afy2/M6fRfHT/APCZtdajZy22kRWzpBhBI7SEr8xCk44BrtpviV4YijZvtdw5AJCrZy5PsPlxXkdFeNjKEMZV9rVvfy/pnytLGypx5UlY9T0vVDremw6kUaP7Tl/LcYKcn5T7jp+FXK5nSJXh0m1WJyE8sED68/1q080zkEzSDH91iP5Vq+HK0tYSVn6/5H2NJN04vyR886xBLc+KdShgjaSRryUBVGSfnNek+B5n8P6O1lqEEiM0pkDp84GQBg45zx6Vn6LYrFc6leMoMs95L8xHO0OR/PNbFfTTymnicOqdZvpsaUeGqOLw3NXk05aq3TsbuoataPoN/cW1zG5S3dgA2CDtOMjqK8a8D/8AI/8Ahz/sKW3/AKNWvRJYIZ12yxJIPR1Brl7KytrH4seHUt0CI2oWj7F6A+cv+FcuGydZfGTjK6bPLxPDjyum6kZ8yb7WZ9i0UUVseaFFFFABRRRQAUUUUAc74+/5J34l/wCwXc/+imr5rXsAea+lPH3/ACTvxL/2C7n/ANFNXzXtKEj5gR1J71lU6G1LqK6kYPT3penem5yRmlxx1OfrWZqKDk/X1pc/Jjrk032zxTs4UAYHvSGPCnBORx29a5DTSf7eiLHB805rqgdpz37ZrlYC/wDb6lxtcz5I/GrhszGtujvLIgSEE1ieLRHJb2dwnJw0bH3GK17Zgjlm5x2rjNUuTI0qqx8oSFgPQnr/ACqYL3iqztGxkjlq3LNcWaJkBnJOfbsP51iIOa3laOKSJAW+VBnjp/nNa1NrHGjSttIuLq1LqA6k5HPpmtrS9PawbDRgSHJI6+wqPw/qCS2LqoYeT14610LXCeXu2Ky44OOfoOa5ZN7HdRpwspIydTjG1VdMKwIPFZ0WnRJboouQCck7gB3+taF5P5zgmPDjgfNWNcpI0zYA2DmhbBXslexVeUpfSIXyFJCn3q9A5fIJA9eOtYlwdsz8Y+Y1o2b7o4yfpWnQxoz1saA4jcEHqBnNVGby0VgucN1rUs4luHKksOPXAzRNaR5ZVQgdgTnmpvqbTg78xSMbSRl0QkAZYAdPeqLMjMGG1hnBPWt3TUj/AHokVSoUjackk44wB1rnIneOVh/D3BppmU5rRk8KvK6qkvl7u4q5HHJJIkBZ5do2KoIBp+kzW12DbGUh4xhY8AbhnJ571q29qttqEVxCVZkO4xuaTlqXTV1dGzpmmW1pAkhjkE5TDhnzj2wOKgv7IBd0JOwdVParn9qqUI8jAPXBqKXUYfIcNG23aScck1jd3On3UtDIkXMa465NWdLDJJJnGeMVH/aWj2Vu81/HPKjD92sRAYN75/Csu08UadFI5ImQO3Hy5AH51bi7GPtoJ6s6tlUc5y9c74sf/iVkYxyP5irtprtjdMkaSFTJwC4wCfSq2q2txdq1nPbgMjEswJBCZ4IBHt196UItO7CpNSg1HqefE80FgOtbLeFr9m/dmNwTgYJ5/Sqz6BfhggjVmJ4CnNdF0ea6U1uitY4N7B/vj+ddky5Awa5WygjtbpXuJEBjOdu7uK6aG7t52VI54mZhkKGGaznuOCHBiOBj64qRWY8EnNOiiaY/ugG5xxViO1kEqqVKnuTWZqoSOdPhXV57iZltv4i3LDvVK90e+02NXuECAnG3PP5V6vZzQNaREypuZdzDI6nk/wA6yPF9y40kR2cS3Ls4yNm7A78U1UbdjaeFgo81zy9mPTOK7jR4z/ZVvu4AXIz3rlltpZJw0+nSRjPO1WA/WupbXILRBHJaMcLnCjOB6YxVz10RnhkoSbbNMS4V9hIULya8w8QXxvtWlkH3FO1foK39V8Tyy2729jbSoHGGZgelck0czE7o3z9DV0oW1ZdeopaIg70VMIzjlD+VNKEfwmtTmHA/6FMP9k/yr7nT/Vr9BXw2YytlLkdVJ/SvuRP9Wv0FOPUcOo6iiirNAooooAKKKKACuF+MP/JMdS/67Wv/AKUR13VcL8Yf+SY6l/12tf8A0ojpx3Q47o+d6KKK9Q9QKuWH3n+gqnVyw+8/0FcOZf7rP5fmjbD/AMRF2q9+SunXJHBETY/I1YqC+z9gudoyfKbA/CvkofEj0p/CzzCpZFjEELL98g7/AJs9+OMcVFVy28iW0ukuJnVo499uOSC+5QRjtkd/avpWfIsp0UUUxhRRRQAUUUUAFFFFABRRRQAUV6B8NtD0LxAuoWup2vm3KBXjbzGUhTwcYPY4/OuO1vTJNG1q706Q5MEhUH+8Ox/EYNQppycewr62KFFFFWMfDDJcTLFEheRjgKO9d5ZaPbWNiB5RErqvmbmzz/8ArrnfDtjfrqEF3HakwnI3vwuMc4NehWWmvqdytskioWBO4jPSuj2EpYWpVS2TPVy6thMPCVau7W8r2RzFzbeV8y/dP6Vs+HR/oUx9Zj/6CtW/Evhy60fRpL0D7WkZG9IwQVH976CuQ8N/8JDrElzDpcsUMYO+RnAwCRgc4Jzx+lee51swwiorWV/vX+ZTxuExM1LBy50+19/nY9Et/uH61NWTaWfieysis0VleSg5DLMUJH/fOKyr3xzbWbT20tlcx3kWVKMFIDfUHpQsFXw8FGpGx4OOwldVXOUGk2L4kOdatVx923Y/mw/wrOrK0248Q+KdcH2S3a9uEiOYowFAQHnr05Irqn8LeJI498mg3oHGQoVj+QJNezgqsIUuWTsz08DiaFGkqVSaTXdmVUkABmXNV9TkfRrlbbUra4tZmXcqSxEEj1qJn1FLyExabcNCpy7FOSMdq6qklOnJQ19NT1aGMw8KkJuStdfmbVFQXF3FawiW43woTjLoRz+VW7e3uLuFZre2nlibo6RMQfxxXg1Iypu01b1Ps4YzDz+Con80V7hglvIzHChSSfbFVZPFGlxttErvjuqHFP11buz0q4Y2Vzyu1iYWAQHuTjivPaxnRhW1b2Pi+KvZYitTSd7J7eZ6Vp+r2mplxbOxKYyGGDV6vKoppYJA8UjRuP4lODW5ZeLtQtZIjKsVwiMCQ4wWA7ZFc1TAu/uPQ+Rlg3f3Xoe6wRmK2ijIwVRQR+FLLIsMTyN91QSa4ey+KdjezxxzWE0MshwSZFKD8Tj+VaF5r8d6u1Z4UhPYSA7vqa+goXlBX+Z9zgoLEWUHot2VwqpuCDALFse5OT/OlqIXMDHCzxk+gcU/zE/vr+ddyt0PqY8qSUdkOrloWDfGDw+P7uoWY/8AIin+tdMZY1Us0ihR1JPArj9KvIb/AOLehzQHdH/aloob1xIgzXLjGuSx4PEdSKwqjfVv9GfZlFFFeafEhWP4k8Qx+GtKk1GawvruGJHklFpGrGNFUszHcygDAPetiuY+IFwY/A+sWsdpe3U97ZT20MdpayTsXaNguQgO0Z7nigC7qfia201LALaXd5dX4JtrS2RTI4ChmPzMFAAIySR1HrVdvGmmf2HBqUcV3K1xcG0js0i/0gzgkNEVJADDa2ckAAE5xWEb2RNT8PeIk0vVZLO3s59PuY/sEomiZvKZX8orvK5jK5APUVSg03U7SOw8SSaZdlV1651CSyWPdPHBNG8StsHJYZVioyeT3FAHVL4z00aLe6jPFd2zWUwt7izliHnrK23YgVSQxbeuMEg7hzVrRvEMGsXF1aGzu7G9tQjS2t2ihwr52sNrMpU4YZBPIIOK4u703UtSTV/EUGm3YVtXsby3s5YzHPNFb7A52NggnDbQcE7R61v6GZ9W8aahrwsru1shYQ2UX2uBoXlYPI7NsYBgo3qASOTnFAFvx9/yTvxL/wBgu5/9FNXzc43fMSSDzzXv3xH0CzuvB/iHUZJtQWePTJyFj1CeOI7Y2xmNXCH3yOe+a8J8y2SyAKbpSCA2OlZVOhtS6lXgD0oDcZ2/jTSaVSKzNReMZp/ZfpTOMjvinPxjnHAoGhGBKnaOx+tcuzrJ4gV1YsDKpya6ZmG07vuj1rl1g8vU4HQN5cjbkz1xmqh1MK26O2ziTIX7wrz64nLh1IGS5JNd1dS+TZtMT/q0Jrz48tmnSQq72JIVy6j1IrXk5v5cdAxFZ9ghe8iUf3q1xCrTSkYydxHP1p1Hqc6NzwpGDBc8ZBYDFdJcqiRlWPzt90e30rktDubm0SVEAAcjketdHBE0izuwaQhCc9h71zSWtzvoP3EUwyZYIcnv7V0UFlI+nRzsMLtGCe9cqGxMQTj3NbEviaWKxgs/JDJEMBt/WlJPoXKcYrU5W702+W5lkaGUKWY5Az1p8cEqQAj5vLGWx/D+NdDb6mb2ZIFiXfIcYD5/SptRmLYgSNVAHzFRjP8AhVylZ6HLTjo5MxLG6CS5Ocg9PStM3NpOkplbB25CleGNZN9B5RjmjbBJwcd6zdSuJUl8reTgAhjRZPU1lV5Y6m7bzT211FJGPKiBy209RU95caRqu63hsvKumYhZI+Bu9/XNckmpXUSbVlwvoQK62w0xJIAwfDEBi38SnHaolaOrJpL2q5YfiYuqQy6LexQIFjljRXYr03Y5zxzzmtCz1Jr66idFCuRtkH9fpVnUrq6Nqba8tra8iQbY5XQCRR9a5eZJIyDaP8oBJX+Iev1q17yJmnTeh28To6na2R1pWwuCa5+y1sx6aolgxIPu7f4uepqAXMszGWWchmJwASMD2qOTU0VZNIXxbKrSQKvbdu+ua5xAGkClgo7k1p6mk04SXO8LkZH5/wCNZgjcnhGP0Fax0R59Zt1GzQkvkdIU5CwjCbeD+dd14Le01O5nNzPKhaBUleRuMEgcew5PPpXnEUMkkqRhDljgcV2enGMvbRGZYbYuscm4kZH8WSO3NJm2HbcrmmUMDtGcsASKrSMIZhcZGU5IzjIq/cvGzMsVvJBGrbUSQc7R0J/DFUDbi6fyd2N425+tZ7M9B6o8/uJPOuZZMY3sWwO2TV7QIDcazDHuZepyOvSup/4QO1OP9Ok5/wBgVc0zwpb6ZfC4juJJGUEYYADkVbqK2hwwwtRSTaNGKIQlET5VXgVJfMRZSkLhlQ4b8KtpBk5IHHNU7uQSGO1XLTSuoCj0BBP6Cudas72rIrCI5KquABgVctUx8jYUsR1p8ivDuRkww657VWnvZbG2eWOyFySOfm+774709ydi5cWsc+YZIy4PGW4zXmd9cS215dW8crbPMZf1rrx4xkC7RaR5YYyzE4rhriQrfys67sSEkHvzWsE1uceKnouUajSE/fb866Gz1m2j0rUUunf7WYNsTADB7c8ZzyKwLq8+0TmRYliBGNqdKqsCYnOOgH860tc44ScZaMa13cOFBmfC8AA4pWuLgMf38nX++agAywFSyoySurKQQSCD2qyrsbcXVwbWZTPIQUIILH0r7dT/AFa/QV8O3AP2aQ4wNh/lX3En+rX6CtIGlPYdRRRVmhh6h4mh03XbDS59Pvz9tlEEV0sa+SHKM4UksDnCN0Bqvq3jWx0m9u7drLULlLBFkvri2iDR2isMgvlgT8vzEKGIHJrM8cal5Os+HI007Vbn7HqS3c72unTTIsfkzJncikE7mXjrzWfey3unHxbbR6NqV22ugT2DxWzFWL26RbJDjEW1kyd+OD+FAHUap4stdOvEtLeyvtTuDb/anjsI1cxwk4DkswHJBwBknBwKbc+MNPjttMlsYbrU5NTiM9rBZIpd4wAS53soUDco5I5IHWsG1iuvBeuPNcaff6hb3GkWlskljbtMRNB5gKELyoYOCGOBwckVT0bTNQ8IN4av76wuriOPSZbK6Szhad7eR5ElHyoCSvDLkA8gdqAO90fV7XXNLi1CzL+VIWUrIu10ZSVZWHZgwII9q5P4w/8AJMdS/wCu1r/6UR1r+CbK6tdFuJ7y3e2lvr+5vRbyfeiWSRmVW9G2kEjsSa5T4vaBZx+CdT1RZtQNwZ7Y7G1CdoeZ4x/qi+z/AMd469acd0OO6PC6KKK9Q9QKuWH3n+gqnVyw+8/0FcOZf7rP5fmjbD/xEXahu22Wc7A42xsc/hU1VNUcR6Vds3TymH6V8lBXkkelN2i2eaUoYqGAJAYYPNJRX0x8kFFFFABRRRQAUUUUAFFFFABRRRQB1Pw+1u10HxQtzey+VbSRPG74JxnBHA9wK3PiFJ4b1xP7Z0vVYWvVASSHDAyjoCAR1H8q86qa0g+03kFvnHmyKmfTJxWfs7z5luLlvK6IaK9ok+G+itov2FN4nBLLdHG/J9exHtXl+v8Ahu/8OXKRXqqUkz5UiNkOB/LqOtddXDzpq7Ouvg6tFc0loXNN8T/YbWztCjNCm7zSevJ42+wr0Xwfdw32pQz277o2VucY7V4tXVeH/F//AAj2nbbeAvdjeFLfdGe/4elaUq7WGqYe+jTt6s8+vBzw86Ud2n97PcNR1XT9KgMuoXcMCY/5aMAT9B1Ncz4du7TUILq8sgDFJMF3iIR7yqKCdvYZBrxO9vrnUbuS6vJnmnkOWdjXpnw+1vT4/D62U91DDPFI3yyMF3AnORnr3rPJMPCjiOaT1sVw3lsMHiOeUrtr5HbyFwhKLubsM4rlZ/h7os7PLK10ZXZneTzBliTk8YxXSi9tSMi5hIP/AE0FZ2vazb6foV5cxzxNIsZCAODljwP1NfT1o0pRvUSaR9pWjSlG9RJpHl/gjWptA8a2VxasmySYW7+Z0MbMAc/z/CvqlWDKGUgqRkEd6+Ma+o/Aeo2o8CaKs15CJFtVBDSAEY4x1r5E/Nc3pX5ai9CH4j+GbHXvDxuLgbLmzYPFKBzgkAqfY1wteqat9m1i0XTob6MGdwGMbBiFHzHgH2x+NZP/AAr61/5/pv8AvgV6+WZtg8DGUa8rSfk3p8icDNqlaXc4iz0K1165jhvNxhhYTbB0cjsfbmu8ACqFUAAcADtUll4Oj02R5oLp5HK7drqAKjnZbaXyp3WOQ9FZgCa+dz3HU8bi3Uou8bI+xyerSdLlT97qc18QLgW/gfUicZdFjGfdgK+fq9g+K+tWo0aPSop43uXnDSxqwJRVH8Q7ckV4/SwMWqV31McxmpVrLogoAJOB1rq/B3hbSvFEjW1xrgsb7diOBod3mDjkEkc9eOtdrffB6y0zS7m+Orzu9tE0uPKUKSoz69OKKuOo0p8knr6M4UrsxfD3hSCwiW4vUWW6YZ2sMrH/AImt5rCzdSrWkBU9QYxT/tVv/wA94v8AvsUfabf/AJ7xf99ivAqVatSXNJn6DRw9CjBU4JWOG8H6fHN46ePyVeCBpSVYZAAyB+pFenz6Xp4tJlFhbYKkkeUvJx9K4j4flT4o1ogg53YP/A676+kSGwuJHOEWNiT6DFfWQdqd/I/Icyk3jXFbD10LSQgH9mWfTvAv+FQPoul22paTcwadaxTrqtltkjiVWH+kRjqB6VrAhgCCCDyCKr3X/Hxpf/YVsf8A0pjr4LB1an1mn7z3XXzPuq0Y+zlp0Z7jRRRX3h4IUUUUAFFFFABRRRQBzvj7/knfiX/sF3P/AKKavm0hzDnrjFfSXj7/AJJ34l/7Bdz/AOimr5uUhlK88isqnQ2o9SIEjtihT/8AqpD+Q9aTPGO1Zmo8MAfc+lSP9fwqEA9TUrZ3Htz1oBDGBMb5HGPxrA+1yJq9pHOqj7MwXIHUV0BAOeTiuZJaTxBlh83nAfrVR6mVboaepatH/Z1zaEs0rNhWxxjOf5VzA610HimRfOgjAG4KSa58VpBaGFVvmszU0Nd2pxcgYyefpW+mmvHKXYqwIPTvwaxvDmP7VXIz8prfksZ7aQyWUzZ67H5GayqP3iqcE43sSWkARFHlYyckdK6LSrR9RmeCIuZdh2gLnPt1Fc9Y2l/Pak3Mz79x2qeufrVmC8kXCykq6ntxmsmdVO1krE9zayWV+8NwgV1JBHoaqzJiUEx9W7it6+ubS+svNjYiTjzBsHzNjr9OP1rLsvEa3U62s0DMrN3xkfQ9qSuxVUnZXHfYECrKmxXByCo5FXXk+0uskihdqhflP86bc2xUNLAzNEOvPT6063MH2f8AfShWzjlsUntcFG2xFqlmlzp0rxRhGQjaB64rmo5La5iWO5gG8fKJM8muujkt2lYKyyqV2/K/Q9jWbfW0NtBcWixIQW3em0+w7U4u2gSXXocneWht52UBtuQV+ldpA5jgQA44GcVzrJvkVHTMgGMseDUbW84JO3aPZqJx5hUpeybaV7m7dkvIpGWIyarw2iXkjNzGV6uKq6ct1Gr4gklBYBipzsXnLfStLSm88uI3HldSvfNK3Kh83PK7KNxYSRLu+V8cB14PXuKuNo009jbXEMJl+Xa6qpJHuauXFo7FVXlc5py3Vxo8Ms8Oegyh6HmlzMqVOK1ON1mBre88t4jGQoypFNtL37HbYCZLsec9sCtHxMbq/wBW+0NayLujQcKT2rKezuPLQiCTv/Aa2W2p5tRNTdi1/awxzG3510fhrSk1q0uY1lSF32+SZn2qrc559K40wTDrE4+qmu08Jx+RZzKwyTJn9KmVktDXCt89jbu9J/szy7QzxzyIg8x45N67sc4PpWKbmNL+32nKJL+8wM44PJ9smug8tWDEckDNeV3DyPdzEEglj0NRH3mzqr1fZpHrMc8LfNvUj0BpwmhKnDLkn1ryizjuJp0iidgzHA5xXbiC20bTi9w7POw4x1aplCwU8W562Nq4u/LgO1QeQACepJwKitbdLSVrmSbdM6YdjwoHoB2rh7nVZw5KsRvIGM9Oa2tGvZbuSRJcsvXJ5H0puDSKjVVRnQW93BeyP5U6yFCMkVp2qIsuBsyehPQVixwrCSyqFJ7gYqhfWs8xL2t5PE57eYdp/wAKi12a2aNDWfDdlNfeeH8o/ecJja3+FeYTTeZPK0mSSxw1dda3N9YzStfyzMgXagLlgzHgY/U1xTkFz9a6KafU4cU1oTPH5YUswwwyMc5FSRXkccEkJgDK/wB47uapkknk9KM8Zq7HGtHdE9vavNcoIlMgyMgDnGfSurvtJs7yYSOrxvgAhD1+ua5jTZHTUbcxkht4HFdqTtznOc1nUbTVjuwsVKLTRzl9oEEOnXsnmyERwOyg+uDX1+n+rX6Cvl+8tGvNC1Qx/MYrOWTGcAgKST74A6V9QJ/q1+grai207jqwjF2iOooorYyCiiigAooooAK4X4w/8kx1L/rta/8ApRHXdVwvxh/5JjqX/Xa1/wDSiOnHdDjuj53ooor1T1Qq5Yfef6CqdW7D7z/QVwZn/us/l+aNsP8AxEXqq6jbm7064gU4Z0IH1q1SNnacdccV8jFtNNHpSSkmmeVEYOKKc4Ichhg5pMH0NfUJNnyIlFLtPoaQgjqKLMAooopAFFFFABXQ+FfDaeIpblZLloVhUH5VySTn/CueqWBrgMRbtKGI5EZOf0pPYmak42i7M7LXPAD2Nibqwnefy1zJG4AJA6kY/lXEVekv9ViULJd3iKRgBpGAIqjQiKUZxVpu4Vf0NBJr+nIxwGuYwT/wIVVW3ndQywyEHoQpprxyREb0ZD1G4Yqlo7msZJSR9LZB715V8WZAdS02PnKws35n/wCtXApdXEedlxKuf7rkU2SWa4YGSSSRgMAsSTXZWxftYctj0sTmCrU3Dlt8yOilKlTggj60lcR5oVbi/wBUtVKvwwStCpETkEcEKauD1HE9Q+HOgWB0r+1prdZLqR2VWcZCqOOB/Wuwv9F03U7Vra7s4ZI2/wBkAg+oPY1ieBZ4IPCNnHLPGjgvlWbBHznsa6BtSsxDLIlzC/lqSQsgPSvoaCp+yS02OmNrHz74g0waNr15p6szJDJhGYYJXqP0NZtbPiPVH8Ra5Pqcdq8SyBQE+9jCgdce1ZX2eb/njJ/3ya+dqOPO+Xa5ytq+h3nwd1Oy0zxxuvZkhWe2eKN5CAu8lTjJ6cA19ExahZTAmK8t5AOpWVTj9a+O/s0//PGT/vk0nkTjrFIP+AmuDEYJVp817GNXDub5j7JFzbk4E8ef98VzXj/xOPCnheTUY4o5bouIrcOMgO2eT9ACa+WxDODkRyZ/3TSyfaCv73zdv+1nFZRy1KSbd16Gawtndsk1C/udU1Ce+vJTLczuXkc9zVaiivSStojqFVmRw6MVZTkEHBBr0Cw+JetXulReH7mOGc3DLbtdSE7zGxwQfU4PWvPqvaMQNcsCTgC4jyT/ALwrGrRp1EudXsXTV5pM7fXPAEUoafSWET9TA5+U/Q9q4uz0W6ujlh5SAkEt1468V7ObmAD/AF8f/fQrhpZ43ldw6DcxPUdzTwzc7qXQ+m/szD1KnO9F2RW0K1fQNRW8tpi7bSrow4dT1HtXXavr9ne+G7yKOTZdTQtGkD/eZmGAB69e1cv5sf8AfX86uaSbaTWrHzWjIWYMMnoRkg12cq2Rx5pkODqw9tD3ZR10626M63wrpur6Zo0VvqF6srBfljKZMQ/u7s84rQvFvDqWisk0QgGrWXmoYzub/SI8YOeOcHpVr7Xbf8/EX/fYrz//AISq91T4maFpoQwWcOsWo2H7zkSryfUdx+FYVMvwcZe05Fzd/M8b29Xl5b6H1hRRRQZhRRRQAUUUUAFFFFAHO+Pv+Sd+Jf8AsF3P/opq+cQBG2FIbHftX0d4+/5J34l/7Bdz/wCimr5+bT5EiWebhTjAXnP+FZVehtR6mU64c+3SmjH/ANep7oATkL0PNQZz3yazNR6jLLn1px+8TjmkiAEi5PFBOTQAvX2FYBjEevxSvJhJXzuPYit8c/T3rJ19Io9PjO0GRmyDnkf/AFqcd7GdVaX7GRrE/n6pMQcqp2gg+lUhTeppwrdKyscjd3c2fDpxqfuUIFdk4MYA7Hn161yfhmAvdSygZKLgD3J/wzXVFWjkUlsx7TwBjFc1X4jroX5C5bMBEE2yMCwbbuxkU7VLWC1WK4wVdwTlsNn8P61K5KWGFKDkAZOGJ+tUr+e4uJI/tbmZFXaoiX5R/j9ayRs2k0i7ZhZdGnVG/etg42dAffFYUOmrpzRXpl8za+Cm3Hr3rR024g85fPU7Y3DLg9PXvzU90I7qJ444ztU+YB3A/wAmjVCmuZX6opXFy02y6VSqE7ee5H/66bdv5kCOo49qbKY4I0h+zhg5JyScioHujF+5KIVHOCT3qkYOWlmQ28rwXYZCVyNp49a0nk3PISWYl+d3XOBVMzrcThnj2ggD5TxgCuj/AOEcuZLdboTRp5hypdugPIGMe/WkxU7mLOkTowdAcfdIOCKohDESjEupXKt6eta1zpVzbytHJIjsoz+6y1U7qyvZliSKNdiZA3pgknsTjnpTRo29zPvHJijAOBk1JowP9pRBW4Oc89eKrTrbC3hWO5jL8mQE9D6CptJmt7fUI5JrmFVUHPze1NrQwUvfTOzBPTH40bTj61mT6zDFGJYSkyE/wuBj3p8utWKTFUn8xM8MOM/hWPKzt9pC+rNmEgxcgk5NK6gBWGM9xioINSsvs8befHlgRgtjNPW7gk/5ax/gwosyk1bcJEHlncoJHPSoYmiOduARwxX196nd0IwsgYHjrSCFWBCjAzk4oAgMhAcLnBrlI30+03/aHUyFiSFGcc11Vx+6t5WGflBOa80nhmjw7qdrnhvWtIK5yYptWNltZiWcy28Q3j5VZh29abeauZIQhLsTy7t3Pt7Vn2un3N1ayzwx7kiPzYPP5VVkLfdYEY6g1fKjic5WJGm8yRXZgOemOlbNlq0dmoIkXPddpAz+Vc9jv3qRFLsFHUmm0EKsoPQ7m019bpcvCyx8/OvI4x/iKsz30UMTSFsqB25NQaLbNHaw26xbju3s7c/L6D07n/8AVXQRRwSZEEQPGDgDBrCVkz1afO467nOfa4ryzkdSAdrAKxHWuLhit/M/0iQ7R2Udfxrv/EGgw29i95bMYGCOZFXgNxxx+FedgZPJrWDVtDixUpJpSJ9RszG4uIUP2eTlSOg9qo4rXtbt4I2jDhom6oeQaDqUFtMpFjCzdWGOD+dWmYe7LXY0vBfhu71rVVlRdkFuplaRhxwM4ror2wlgbIBaI9G/x9DWFpXju60uN4bW3wrxmP5nyQp7dKgTxJOLbYwcsxYud/BJ9scVEk2zrpVadNWuW9RuGtdG1JFmEW63kTg/eBUgj8a+q0/1a/QV8R6lPJOkpdicIcZOe1fbif6tfoK3pRsiZVfaO46iiitSQooooAKKKKACuE+Mf/JMNT/662v/AKUR13dcJ8Y/+SYan/12tf8A0ojqofEiofEj5yooor6Q+gCr2m/ek+gqjV7TfvSfQV5ucf7lP5fmi6fxI0aKKK+DOo4HV7d45ZoyvzK/p2pI02RqvoK2/EQUXkWFAJTk+vNY9frGUP6xRji5fFKKX3X/ADPjcZT9lWlTWyYVTv8Aon41cqjft86L6DNbZvJLBz87fmjCn8RToorY8M+HLzxTrcWmWW1XcFnd/uoo6k18SlfQ6ZSUVd7GPRXdfEXwJbeCk0sW9zNcNcq/mvJgDcu37oHQc981wtOScXZk06kakVOOx2XgL4fz+Om1BYb5LQ2iocvEWDFieOCMdKjnS6+G3jqa0E8d2bbakxRSokVlDEc9DyPyqv4S8daz4M+1f2Ubcrc7fMWaPcPlzjHI9TWXr2t3fiPWrnVr4Ri5uCC/lrtXgADA+gpVIU6lPkkr33NU7Wa3Oy+KF3De2+h3ELZSWJ5Fz12nbivO609V1y61i3sYbhIlWzi8qMouCRx159qz4YzNNHEuNzsFGfUmuTBUHQoKm+l/zZVWXPO6PefCSovhPSwhyPs6n8e/60eJtIsdU0e4N5brI0MTvG/RlIU9DVLw94Y8TeHLU2q3FhfWvLJG8jxsh9Adp4rE8V+ObrTHutGl0yNLsx7XYT71AZe3A7H2r6OjmeEq0uTm1tsfI4jI8woYl1FHS+911+Z5XXSeHlH2KQ45Mn9BXOxxvLIscalnY4VR1JrrNJ0++tLJklsZw28nhR/jU5MrYnneyTPoMYnKlZFXxCF+xxkqN2/AOPY1zddZq9hf3lskcNjOSHycrjtXMtaXC3LW5gk85ese07h+FLOPexLklpoLCJxpWkQ1714dQJ4b0xQMD7NH/wCgivDjp96Bk2k4H/XM17XoOrWFzp9tbQ3KGaGBBInQrwBzmvnsbF8q0FiffSUdTZpNi/3R+VNWaNxlJEYdMhgaVZEfO11bHoc15pwtNbnPiWCa4uHtihi8zAZMYJAAOMe+aljYq/y9TwM1GGDT3O0KAJmHy9ODiob29i060e7mBMcWCwHXGahK9VLzMadniI37r8zYrMv5WNz5WPlVQ34nP+FWrHULTUrfz7OZZY84JXsfSuc1DV44PFz2M0gVHgTaW4Abk4/EGvsqMkpps/UMzqL6teL0bRoVjeItOvtTtUtrVoVjJzJvOCcdMcVs9elFehOCnFxZ8y1dWPO28IaspwI4m9xIKyr6ym067e2n2+YuM7TkcjNeo315FYWclzMcIgz9T2FchYwG6kfUrpQ0853DI4UdsVyxy5Vaip03ru/JHLXlGlG5yu04zg49adDFJPKsUSlnY4AHeu52rtI2jB7YqhDp8cOv2c0KbFO7cAOM4NVi8nlQp+0Urpb6CwU1iMRCi9OZpfeZreFdREe4eUT/AHQ/NYro0bsjghlOCD2NepVzviixthYtdiMLPuUbhxmvKlCyuj63M8gpUqLq0H8Orv2/zOOooorM+TCt7wP/AMj/AOHP+wpbf+jVrBre8D/8j/4c/wCwpbf+jVoA+4aKKKACiiigAooooAKKKKAOd8ff8k78S/8AYLuf/RTV4LJcFIDGr5VhgjHSvevH3/JO/Ev/AGC7n/0U1eEa0jrBA2+FkYYUxDHHv61lUNKa1MS45Cn8KZJE0e3d3HAFPlGYe3BzUbNuIBOfTmszd7ioQG9Tg/yo/HNC8E9uKBz7e9AIXGetZHiByLVUJ6twMDpWwox3/OsjxHEDZwyZO4ORg98//qpx3Jq/AzmqcKaKUda6DhOv8LxEadPIoyXkC4HXgV09lDFMxDbgw5xgngEcnj6Vl+CbXTJ7BF1K+ktFMpIZIt/GOT169K2tG0w3V7IkEwkTzMRyufmVRk884weOvpXHUerO+j8KRd1qyuTZNHHC+YkEpwAd+emO44z+VcRbXMkCu7kmNedp9ea9Ijubq6e5uJJSQWEIGeAFHY96zL6JFgdFijDMcHIHI96yhLoVUp3fMmcfbanFdSkBCmO2eprY08qLhQFySecelYt3pxt5hdwp5YU5dR0xWnM6x2McyKwfO0sDjIrRkQk1fmNcwSDccnBY8Z6VzF1HKkpLiT6kGte21DGx5pMHPfJBFTz3FvNaXAjmQsy4A9c0ldEySZzSTP5yZOQCM8V6TZ3K3IRGClTEoXd0UgYNeefZ3Qhm4XcM/NXU6U58qSEFuQChB6Ef5FE9UTFNFrBivXDr8snHPcj/AD+lU9QvYox9lZH3t3HTBBrW1a4gOkRJKyvdBCVKDkfU/hXM6wxNxbOn8QHPrg//AF6mKL5rRsjhD1pKnuohDdzR/wB1yP1qHjA4rc8x7mjHdEaM0AlUYckpt+Y5x39OBx7VnjnvT7dBJPGhYKGYKWPQA96kubdbe4eNLiKZVOBIhOG9xmgbbauEDZzG5Owgn6ECot2O9W3RLexjYENLMDkgg7ADjH1NUqBPTQeJG7Mfzq2lzOkSATSDjsx9aoVv2mmw3WnwOWZXwc4+ppNpblQjKWkSn9tuQCDcSkehc0xrmU8tK5x0yamvrRbXYFOcg8mqWeeaFqKXNF2ZfstUmtJw5kcpggqpxkkYzx6cH8K6XSoIb+zhlu41md43bdKAzHkd/wA64vPNdHp/iD7Haww/ZtxSMoCGxnPOamSdtDow01e0tilqrW9oCqW8W8nj5RVXTrglZm8lGkQBkOOnPNVNSuPtV67jp0xVnRW2SzHPGzBqrWQubmqaHQDWLncXCruKgZ/zinw+IL62yY2jG7qNtZ5Kr05JqMIzNgjGO5qbI7OZo2ZfEs1xbyxXSqyshBAHB9jXLQPaBmNxAxBHAjbGPzq/IqJExBywHWsfNCSWxyYqbujXgtdLf5/tQj+XIDA564IPvinSWOmTcRSh9vXLYbHtWIetS23FwnzbeRzVGManSw6BIGlVfKYZP9//AOtV9LGBuCJAAM/eH+FMEECOGVicdCKsRs2wjcBk9SBmk2bKMb6oyNStrdLabCSZETEHcOuO/FfaCf6tfoK+PtTtWGm3MysWKwt6Yxg5r7BT/Vr9BW1J3RXLbYdRRRWoBRRRQAUUUUAFcJ8Y/wDkmGp/9drX/wBKI67uuE+Mf/JMNT/67Wv/AKUR1UPiRUPiR85UUUV9IfQBV7TfvSfQVRq9pv3pPoK83OP9yn8vzRdP4kaNFFFfBnUc34iObyIekf8AWsetfxEuL2Ns9Y8fqayK/WMgSWW0rdv1Z8hmN/rU7/1oFZl4c3LewArTrS0nTfC95Zzy6tq01teKzERIMDA6dVOT+NZZ/Plw8V3f6M5abs7nJ16b8E9Q0+y8T3cV3MkVxcQCO3LnAY7gSoPqeMfSvMj14pQSpBBII5BFfLRlyu5rWp+1g4Pqe5fGmxfUbjw9bRsFLvPlj2GEOa8e1fRptImRXYSRuMq4GB9KrPqN9LMk0l5cPKn3HeQkr9Ca3YNUk1vSLmwuRvuUTzInx97bzj60py5pXMaNOVCCje6RzNFdj4R8Fx+KNF1OdZ5Eu7cgQKMbWOCcH69K5CSN4pGjkUq6EqynqCO1YQrwnOVOL1judKkm2uw2pbaUQXUUpGQjhseuDmoqK2KPqa0uor2zhuoG3RTIJEPqCMivE/itpslp4tN4VPlXkSsrdtyjaR+gP412vwo1g3/hp7CRsy2L7Rk/wNyP1yPwrN+Kmu6LPYHSCzS6lC6yIYwCIj3DH3B6D2rxsPGVLE8qX/DHuYmUa2FU27dfmeaaA23X7I8f60Dn3r1OvIrCXydQtpf7kqt+teu193ksv3cl5nzlXcK5OWxuIfGrXTxnyJlOx+x+Xp9eK6yqOqySxWyPDA08gkUCNepzwcfhXbjqKqUdempz1bunJLqmNqP95HeQPDjLtskB7rgn8xj9amSKdlBMEik44OOPyNRaeGnuZp5FZPKYxJGwwR6sR7/y+tfO4i8afvI5uH6M62Ph7N25dX6f8HY0qAAvQY+lFFeYfqZ5drM0setXqpK6r5zcKxA61d8NacdZvnF1LI9vCAzIWPzHsK7qH4a2GqwtfT3lzHNO5f5CpXBPuP61NF4ds/Dcr2to0j7grM8mNx/Lt1ralyylY+Hrr95J+bIItJsIP9TapHzn5OP5Vi+IPCyXqPdWe4XIGSrMSHHpz0NdPQSAMngCutxTVjLmdrXKWhWC2ui2iPln2BmJJ6nn+tJ9kfVb59stxbW1sxQmN8GZuD+Q/wA9KsyXSWemiUkPtQBMH75xwB9TVzToHt7CJJTmUgvJj+8xyf1NeVRwmMoVnLENrtr/AJM5qGAxdCu5Ym6vqtb/AJM4vxLol7ca5YafYSTyi4GVSSQsFIPLHPbBrttO8AWttaxpd39zPKFAO3aqg+3GfzNSabHu8XxSbc7LKTn0y6f/AF66yvWo1JxvKMmvmeDnuPrQr+xg7JI5t/BOmMuFlulPqHX/AArDvfA15Hq9m1tfO2nmT96cASpwe+MEdunevQKRvumun6xWn7spNp+ZxZXj8RHGUlzXvJL8TitR8I35dP7M1BAuDv8AtSZOe2NoHHWuH1XRfF107WM+mvIqvkPEnytjuGr2iiqnhYS20P1utOtVi4yqSs/M+dNR0bUtIZFv7OW33/dLjg/Q9Ko1734vtrO60Fo71cxmaID2JcDr26kfjXH/APCGaKxJVJevQSniuaWBk5Wgz5XMsRSwNRQld3VzzSt7wP8A8j/4c/7Clt/6NWurbwRo7DAE6+4k/wARU+keFbHTPFHh+7tmmLpq1pne4IwZlHp71E8HVinJ9DipZrh6k1BXu/I+r6KKK5D0grn/ABlqOsaR4avtU0j7DvsreW5kF2juGVELYAUjk4x1roKwPGVhq2reGL/S9IjsmlvreW2ka7neNY1dCu4bUbJGenH1oAmu3167tLKXSZtNg8yLfO93C8mCQCAqqy8deSeOODWDD4y1G/8AD2ivZ21oNV1W8ls4yxZoF8oyF5hjBZCsRIGRncOe9Jq2leMtS0Kw00Q6RHCCUv4o9QmQzxAAKiyCHKhud3AOOAeTV2+0PVbvTdGuLe302w1TSbjzbe3jlZ7YpsaMx7tikAo3ULwQODQBTk8Y6nZWOpWd1bWkuuWl9b2MXlbkgmafb5b4JLKAGORk/cODzWromr6mdevdC1oWj3cFvHdRT2iMiSxOWXBVmYqysh7nII6VlSeDtTvbHUry6ubSLXLu+t76LytzwQtBt8tMkBmBCnccD75wOK1dE0jUxr17rutG0S7nt47WKC0dnSKJCzZLMqlmZnPYYAHWgBPHzAfDzxKCRn+y7njP/TJq+cXduA3AAr334jeHdEvPB3iHU7nR7CbUI9MnZLqS3RpVKxsVIYjIx29K8AQh0CMDnsayqdDal1HlVktpDzlcAYHXrVfbt4OB9Kk+YRsp4BIzUWMkADNZmo5QAG47Uo6jAqxIkQjCxYyDySeTUXIU4waAQg74BrI8Rg/2fCzdfMx19q1wPQc1jeJsrBbruH3iStOPxImr8DObFOHWkUZIp5GHIrc4TvtBs45PD8LA5lwzBO5OeOK6dYJdM8MzaiA0aqeCgBDE9jxXO6fAo0y0Qruby1wCcAd/xrq9SMB8EtalXhu5Nx3D/VyLj0PcfpXFN6noQ0j8ivouotqWlwSlsnLBgexz7fWk1KRmmjgjTcZSRknGKwvCbG0SWCWVEYtvCs2MjHatot9q1W0u8MYV5LOCCPwNQ1aQQm5RMm4tpoYJ/PgdYwpDN2x9azBLI9ooRgV3/wDfOBgVf8QeIPt6SWdsmLYnDMeC2P6VnW0IEBCsvbv7f/XrTpdmcpXukSBlEW1ixK57djRB5aq/zN1Hb61IkJUEjLHFIihJWR4hyOQc0J6EpMSZopYwAcHII4rZ06+s4rGRmJkliPmCILneMYI/L+VYwij9COexpwiQYMZdCpznPehpMpOxpOVvbyWVXUwOFZMDgDHSieFruyhW13CSI7CzY446iobSVQ0nlRsAw3OpIwD3IHb6Vf0va29F4csWI2449TTk7LQIK8mn1OS1rSpctdoCRgGQHqPesNY3dwqgkk4AHevT9U0uKe1kjOTkfr61wF7p01kQzAmMn5WxTjK5y4ii4O62Kk0MltI0MilZB94HtUf8OKWQs7lnYknuT1pKo5hY2AyjfdPX296SRGicqwwRRjJ4FaeqalYTmCNoCpihSMuh+YkDBJ7daC4x5kZQr0DStGup/DltPbwFnaMlTuHJ3fXpiuIhS1nyIpyWxwjLgk+nWvXPDV3BZ6Fp9o8n75lChO+Tk0pnRh4Wk7nnutWF7bTRpdxBGwSMMD/Wsd4nXBOPzFdf4z1C3vb2OSCTcoi28jByCciuOJZmyaUTPEJKRJFDubLMMemeaS4lC7kQjd7dqZnB96jkgkV2Gx8A9cVRnGXu2SEgtmnfaHReM5ZsVo6XEQtxjJKYz6DrWbskVfuN+Vb3he5exe4mRVYkBCj9GB4IOQR0ND2NKXxK4hNOV/l2kZpL27tftcoghZYw3ygPmoBdoeiNn61J1Oce5LICEctnAU5/Kskj0rRnmWWIIu5Qfve9VfKiwMO2cc5X/wCvQctb3noVyKdGMNV0afGYBJ5x3EA7Sh/n07VGLfYGbceFOOKZj7ORU5oJPqaWk96CCO5dhZTDJwY2/lX2un+rX6Cvia6/49Jv9w/yr7ZT/Vr9BW1PY6KOzHUUUVobHM65q2taX4i0WOP7A2l394LR1ZHMwJikfcDuCgfu8dD1qHxVq3iHw/Z3+sRNpL6baKHW2kSTz5hxlQ4barEkhRtbPHrSeK9M8SalqmkS6VbaU9tp12t5m6u5I3dhHIhXCxMAMSZznt0qrqek+LL/AMSQ301lot3YWio9paSahLEqTY+aRwIG3sDkL0AHOMngAvajrGuXfiK40fQEsEeztI7m4lvkdwWkLhIwFYYP7tiW5xxwapW/i/UdfTQ4NChtbe71Cye+ne9VpEt0QqhXapUsxdsZyOFJ9qu6hpGu23iGfWdCOnNLe2kdtcw3juqq0ZYpIpVSWx5jAqQM4HIqlb+ENR0BNDn0Oa1uLvT7J7GdL1mjS4RyrltyhipDrnGDwxHvQBu+GNZm1vSGmuoUhvILiW1uY42JUSxuUYqT/CcZHsa5v4yyKvwu1QkjiW2OO/8Ax8R10nhjRpdE0hobqZJrye4lurmSMEIZZHLsFB/hGcD2FcV8X/DuiReB9U1aPR7BNSM9uxu1t0EpJnjBO/GeQSOtVD4kVD4keCKyuoZSCp5BFLUTN5B3YPlnr0wnv9Kl619Gn0PfTCr2m/ek+gqjV7TfvSfQV52cf7lP5fmjSn8SNGiiivgzqOc8Rf8AH3F/uf1rGrV8QNnUFGekY/mayq/Wchjy5dSXl+rPj8wd8TMKyJTmZz/tGtc8AmsUnJJrk4gl7tOPr+hjR6hRTkjeVwkaM7HoqjJNS/YrveqfZZtzHCjyzkn2r5qz3OlRk1dIgqa1upLO4WeIjeoIGfcY/rV2bw/q1va/aZ7GaKHcF3OMcnpweamh0uFEzLl2784FXSpSq/CZ1n7LSatc9P8Ag/Gi+GryQY3vdkN9Aq4/ma5b4p+HhputpqkOBDfEllAxtkAGfz6/nXWfCKHZ4Yu5MELJdtj6BVq78T9OF94MmmC5e0kWZcemdp/Q/pXyEcQ6Oay10bs/69TlUrVjweiiivqzsNHSdc1LQppZdNumt3lTY5AByM57iqM00txPJPNI0ksjFndjksT1JplFLlV721HzNq19Ar0DRPFVpPZLHeyrDPGoBZ+j+49/avP6K6sLi54aXNDqRKKlueqnXdKAJ/tC3wOfvisbT9cOr+LoEiyLWJH2A/xHH3q4Oug8F/8AIyRf7j/yrueZVa84wasro5MZBLD1H5M9NqrdRlCLhBkqMOo/iX/EVaqC9uYrOzlnncJGikkmu+tTjUg4z2PksFiauFxEa1H4k/6XzGAhlDKcgjIIpazfB3hjxdd6ckxW3ismXMIu2IZh2xgEgfWna5caz4c3PqWhyi3BwLiGUPGfxxx+NfFRxmHnUdKM05drn7JSzXDzjeTszm0+IHiDTbqSCO4ikhidkWOSJcAAnuMH9agbxxf3OuHULuOMq8axvFECBgZwRknnk1zMr+ZK7nPzMTzXQeBNIh1zxnp1jcgNAzl5FP8AEFBbH44xXXOapRdR9Fc+WnK7bPQrAT6naR3VrY3rwyDKt9mfB/HGK5nxfrN1pyHTxaXNvLKvMk0RT5e+3PX619BKqogRFCqowABgAVzvjjQbPXvC17FdKoeGJpoZTwY3UE5z6dj7V4dPiKc6ijOKSf3nOqmp49pvifSprxGvZTFHbIogVkJBbGCxx37D8a1bvxvo1vFuime4fskaEfqcV5ZRX0lSrKpLmludlSvOpJylueweCNeh17xDeTLCYXjtVRVZslhuJJ/lXf1846I2qxanHNo6zm6QjHkqW69jjt9a+gYodWEKeZcWZfaNxELDJ/76rehCU1oj5rMcjxmMrutQXMnbqlb7y7TJV3KOSMHPB60xI70DDtbk+qqR+maasN63MjW4weAoY4/GuqFCfMm0TlnDeYU8ZTqVYWjFp3untr0Y6imrFebfmWDOT0c9O3auf0LxLLrmr6lp6WSRNYuVZ2mJDHcRx8vtXU5JNJ9T9Fckmk+pZ8T7TpSo38UyY47g5/pXMAY6cV0XidLxbW2JMKw+dhwCSx+VsY44rnaXU9TBR9x3XUMn1qbTkUeIdFbaN39q2fOOf9elQ1Pp3/If0X/sK2f/AKPSorfw5ejLxkY/V6mnR/kfT9FFFeIfChRRRQAUUUUAFFFFAHO+Pv8AknfiX/sF3P8A6KavmodMjmvpXx9/yTvxL/2C7n/0U1fNg+4ODisqnQ2o9SdgssBboeM+9V9wA2quPU5q1Eqm2dHX52Pyn0wKqA4H9KzNR2AE980nA65/AUuQAP73rSce5PegY8Mfcetc14jnD3aRL0Rcn6mukUbjwOT61xmpyCXUp3XpvIH4cVdNamNd2jYgiGXAp6jdMAO7YpkbbGDelbPhOKCbxPYfahut0lEkozjKryf5VpJ2TZypXdjtYbkwW7LEMbFHKp8yED1rrLO8s9f8Gyabdyxw3MWZI2OA3AGev4fWucMyXZumiVmjd1OSM454+bB7ZrK1TUItJn2RLvdwTuJ5A/lXE48x3t29CnOR5xwpDISCccZFbuk36XjwJPcxpE8qI7GQA4LAE+3B61z2n6naRxXpuYXlluD9/AyB6Co7eysL64+zWSXEcrqdpdgRWnKupzqUlpHqdN45sdK0jxQ9hZHzbVYlfzg4Y5Iz1HB7Vzti+2SRSQS3IyKvR+F77AV5YSwPJDHn9KeLCSzuQkoOTwCFJUn60m09iuSS3HQs287j24qlqUk8movPKxJkGcjvV+aN1OVByKjeJZ4yCfmPP0NShtO1jnr+eVZU2yOvHY1SN9dqeLiT/vqu48OaBDquuta3sJIjhZmVuDnoP5iqXjLQLTTdatrOyVIovIDyyvyAcnk/lWitY55XOr8O22nX1haW32HNwYYjLc7yG3kbm46cLgf8CFM8evb6JeWFzp8YXz4w0q7jyf8AP8qf4V1SLykigvIBMqAMp27pOnOPXgVzvjy9M93BbPkNCMKNoUAcnoKVtCpScY3TIF8XkzgyW2YtuNu/nPrnFZGp6vPNevtfdACdiMOCp5596zu3Fblt4XutRvYIoCDE6KXlI4QY5zSSSMVUq1FZai2NnB4htBaxW7QXFunyunIYZ6Gql14X1G1mETR5dhlRjqPWvXtF0ez0WyENogyB8zkfMx9Sauz3i2/GASRis/a66HYsImve3PCHtDZtIHKu6g52nIFYLMWYsTya9v1nw3pup5kT91OeSydPxFeaa14L1LTpWeGMXFueQ0ZyR+HWt6c09zKdBw22OaBweK9w0V92gWCuAT5CdvauM8D/AAr1rxbcxTSxm00sN+8uH6kA8hR3Nd4lutqiW0XKRjYPoOKmvsjXCrVkV5Z2VxaSrLDETjAO0ZGa85v9Bu7W4YRxtNFn5XQZ/OvQ7+7trWBkZwJmI2x9yO9YE9xJLGVDA57f561lBtF16cKm+5zemaJdXV18ybFTk7hXWJpNtGpV0Lk8ksTVrR1UWG7A3Mx/w/pU+PmIPalKbbNKNCMImPcaVBIkqwN5UgHyg9D+dciltNBbypIhDrJtIPUcV3kmC7HvWB4lx5Vt83PPFVCXQzxFJW5l0OdEblgNrE+mKUIRk9PWkM7Wp3qP3mPlJ7e9Qfbrh3yXBPclRWtrnA2kXEiMjKqDefQU/wCySF9hUK3oWANUm1C5XgSlf90Y/lV7w1ELnXYFb5hhic/ShqyuVGUZNI0rbRtRmjQLHhMdXbAqa40CeCOQ3MqpCqHMuRgHHTGc+1deuV4xWT4rbZ4dkxj5mUdeetYqbbOudKMYNnnp+tOAyn41EX9qmiaM4WWQRqQTuwTW1jyrNle6/wCPSb/rm38q+2E/1a/QV8W3EUT2VyVuY8iJiF5yeD04r7ST/Vr9BW1PY6aKsh1FFFaGoUUUUAFFFFABXCfGP/kmGp/9drX/ANKI67uuE+Mf/JMNT/67Wv8A6UR1UPiRUPiR84kBgQQCDwQaZFtQeUoICcAe3apKYzbWT/aOP0z/AEr6N9z333H1e0370n0FUavab96T6CvOzj/cp/L80aU/iRo0UU2RxFE8jdFBJr4RJt2R1N21OR1WXztSmYdAdo/DiqdKzFmLHqTmkr9owtFUKEKS+ykvuR8PWn7SpKb6sZMdsLn/AGTWRWjettgx/eOKzq+az6pzV4w7L8zSktC1p12bHUILnBIjbJA7jvXpGma3pss0Uy3kKqDzvYKR9c15bRXkQrOEXHoz1sFmVTCRcUrpnoHjLxfb3ES6fpzLMoYNJN1XjoB6/WuPOrStGytGuSMZFQ6dp8+p3a21uF3kE5Y4AAraPgnVMf6y2/77P+FZU6rpLli7GFeNXGz9rKNzrvhBrO2a90eWThwJ4VPqOG/p+Vep3VtDe2k1rcIHhlQo6nuCMGvBvCd3H4R8WJc6xDLHGkbqCqZySMZHqK9d0vxz4d1dxHb6iiSnpHOPLJ+meD+FfIZxhaixDq04uzs7rueTiKcozeh4d4n0Gbw5rk9hLkxg7oXP8aHof6fUV7p8I/D2jXvw9s7m70myuJ5JZS0k0Cuxw5A5I9BVPx34Xi8S6GWjKreWwMkD9jxyp9jivGtP8X+ItJs1tLDWr23t0ztijlIVcnJwO3Ne9luNWKo3fxLf/P5mkZOrDTc+nLjwH4RkiYyeHtOAXLErAF/lXyXNt86TbjbuOMema6eX4k+MZrd4JNeuWjdSjAheQRg84rla9E0pwcd2bGiaKurpOWmMfl4AwM9c/wCFaE3g2RYmaK7V3A4UpjP45qz4OhZbO4mP3XcAfgP/AK9dFLIIYXkboilj+Fcs6klKyPExWOrwxEowloefGyjKbcFWHfvVvw+02na4k0dpPd4UjZAhZueOlbPg/wAPy+LL5iCY7WJgZ3zyM5wB7nFe26fptppdqltZwJFGox8o5PuT3Neo3FWlHc9bF1afI6bV7rU8tTxTa5lE9nfW5jGW8yA8fXHT8aybHVIvFnjfSbCRSunfaATG/wDy0xzz9cY/GvcSAwIIBB6g1xuq/DrT59Qi1PSJDpl/FIJVaNcxlgc8r2/CpxdevXoSpp2bTPMwuHw1Gpz2d/vsehABQAAABwAKralFFNpl1FPGJImiYOh7jFUV15LWHOrRNaFVy833oeOp3DoP97FcZ4z+KOlW+lXFlotwLu8mQx+agOyIHgnPc+mK/LKeV4z26p+zad/l63PbjJSV0zw09eOlaOhaxcaBrdrqdrzJA+7aTww6FT9RkVnVseHfDGp+J9QFpp0Oe7yvwkY9Sf6da/SnBTTi1dMpJy0R9AaV8RfDGp2KXB1S3tXIG+G4cIyH056/UVzvjDxPF4ktW0bQ7sm2Y4vLtB8pX/nmh757npj1zVrw38ItF0horjUWOo3S84cYiB/3e/4/lVPXGU63dhUVFV9gVRgAKMD+VeQ8mo4aSq3b10QqmGdKKkzlYvCujxRhTa+YR/E7nJ/Ws3VfBtu0LyaduSUDIjZsq3tz0rrKK6VUkne5jzMxvhXeWWmnVRfXUFtITGoWaQITjdnrXpcWs6XOcQ6lZyHOMLOp/rXgvi0g+IpwBjCrn34FWPB+lW2pXsz3SeYkKghD0JPr+Ve5hcZJRjBI9Shj3Tgo8p9AVXu7+z0+LzLy6ht0/vSuFH61xCwBBiOW4QDAwk7qOOnANRf2dZmbzngWSUHPmS/O35nJrveIfRHQ8zVtInTXfjLQLJFeW/BVjhWjjZwT7EDFa1hYyMPOsdJmUT/MzugiJ923EN+lY/hTSLXU9ehluoUlFmDNGrdA/QHHtk/pXp1eTjM0q0p8kUjJ5hVfRHgWr+NpdW1waNHpxjW2uHWVzJuOVyuenAzUlc5YgHx7rh7iefH/AH8ro69HC1JVKfPJ6s+gymc50OebvdsKn07/AJD+if8AYVs//R6VBUti23xDoIwTu1azH0/fIf6VpW/hy9Dqxrthqno/yPqGiiivEPhAooooAKKKKACiiigDnfH3/JO/Ev8A2C7n/wBFNXzcGCqAOtfSPj7/AJJ34l/7Bdz/AOimr5vQAKCeMd+9ZVOhtS6ksQLyRAepx+VV3XY5U9Qexq1CeYyQdoLdO/FVOCScfnWZr1FOMKfUdKXqABSkdPpRkdBgfWkUhk8nk27uONilvyFcITliT1Ndfq0oTSpyf4gFUj1zXH1rTWhy4h3lYcK6jw3pMssEt6pYcbECqSST16fWuXXrXongWc2ujXdy0rAJOmyID7xx1/Ciq7RM6Ueadi/YaHrEsP8AoysyLIFZXfaXI6DB5796wvFEE1tfpbzRkSxphww6H0r1u38SaTfxieWCYX8mA8aKBuIxzu4HNeZ+LJJrnXHAVkJAVVbIP6nrXLCUnKzR1Sgox3OZiB8tiYx1Hr71p6Jdx2F+LqSJWVAQcnFX9N0uV7aVb66ltVRg8Sgbi56HH6VJrelTR+G11fU5GY3GY7XBABIPOQO/BrW19DFvlV0dbZz2uo2y3NnICCMkA5x7U24gWWMrkZPQ+hry/RdZuNGuhLESYiR5keeD/wDXr1DTdRtNZgWe3I5HIHVT6EVjODizpo1lUVnuYuo2r2I82XhP7w6VTtbjOJVZHIORkA12N3aJcQPb3C7oyMEGuGn8PXFpfJ9nLyRBiSFB3AD+lOLTFUvFrTQ6iy1do7lNQWIPfSo0GUHyqBgqW9MnjPtXD6rqF3q95K16zeZnGz+77YrciKhHOMZ4HNUdWhZV+1RKAx+WVh1PoaqLtoZ1IO1znfLNjcB2dhKhyFQ8j6ntXXJ4eOtRR3k944mkQE5XNcz9ja7dSgJ2/ex6V3+hyO+nxAujkEjjsM8D8sU5t2Ip04y0ktDH/wCEIaKRXW+UgHOCn/163vBsUUT6iXuDI6FUIxjHJyara3qCQ2E6M6KxUoBnkk8cCqngi4SAywFhvn4UnuR2rN3cS4RhColFHbTXpQkRc+mK5/VNUu4FHlW7SernotXWkLSEpnFVtRAXTZmJwcdfxqFodT1RzU2t6gjNhyRj7oAz+tZ1/wCJtRSKNGcAsDuDKPp2qd5CXJHQdK29MtbS6t43ubeOUnI+dAe9aXSWqOeVOctpWE8CfE+88NlrKaNZ7SVs+WxI2se4POPpWF9s8QR3lwbKeTyXlZgOCBkn1rXu9B00XDSwwIqq33Qen0q9HaHarE7M9gM1TqJomFGUdJM5uWa4TabqRpJT95mPOatWkUs6AkbU7se9a1/paDE4IcqMnI6VXjfPGcA1m5djaFLXVmjaxCKACNiVB555p7HLFie/rVSMOo+WQrjkAd6Fujv2tF6c5xULU3dooe4O89gTWZrpEFo86pG+xFC71yQS3XH51PNNcST7YUUA9A2NxPpzxWBrGqyHEKqcsvz7xgj2rWCOWvVXKzIu743ifvIIVfIw8YI49MdKp7QQSMgg81MGbBU4wTnFMZQDzxWyPKcrvUZIo9a3vB6f8ToH+7Gx/p/WsBwAc9a6XwUF/tWTecboio+uQf6Up/CaUdZo7kAHpkn0rE8TqJtMe3DqjllPzdP88H8q1rq9t9Nt2nkBc9EXOCTWJpk8WuHyZ1ZnWYzSsed3YCsI9z0p2a5e5zKeGdRliEkSK6N0K5P9KbL4c1NCoNrIQByQpr1CNgpCxrgDgVZLjaM8fTrT9qzH6pDueMzafdfY7plhwkcT7mJHHyk/0NfaCf6tfoK+c/Fdvap4f1GeFQrmByxA+98pHP519GJ/q1+grqoy5kyJUlT0Q6iiitiQooooAKKKKACuE+Mf/JMNT/67Wv8A6UR13dcJ8Y/+SYan/wBdrX/0ojqofEiofEj5ypCoJBPY5FLRX0h9AFXtN+9J9BVGr2m/ek+grzc4/wByn8vzRdP4kaNUdYl8rTJiOrAL+dXqxfEUmLaGP+8+fyH/ANevlMoo+2x1KHmvw1HjJ8mHnLyOdooor9fPjDPvZN0gQdFqrU95j7S2PaoK+DzCcpYqbl3f4HXD4UFFFFcZRqeH9UTSNTFxKheNkKNt6jPcflXpsE8dzAk0Th43GVIrx6tvQPEEukTeXJue0c/MndT6isqkL6o9DBYv2XuT2O31zSV1iwMGQsqndG5HQ/4V53qWkXmlShLqPAP3XXlW+hr1K3uIruBJoJA8bDIYGodS0+HU7GS2mXIYfKf7rdjWcJuOjO/E4SNdc8dzzOLWdThs3s4tQuktnGGiWVgpH0p+g2dnqGvWVnqFy1tazSqkkqgEqD9en17VTltpopZY2jbdExV8Dpioq3UYq/Lpc8Bxa02Ponxf8O9G/wCEBks9OhgtZLJTPFM5ALMBzvY+o/pXztW3q3i3XNbsLayv7+SW2tkCJGOAcdC2PvH3NUtJ0i81u/Szso90jcknhVHqT2rOmnTi3NnPTTowbqS0O+0q0+y6XbQ9wgJ47nk1B4gQnQrvDY+UH9RWnHbz2kMcF0MTxoFf64rn/FepQw2L2PzedKA3A4Az3/Kvqa+X4COHdbl6XTu9+nU+eoRdTEJrXW/4na/CGCNPCtxMpBkkumD+2FGB/n1r0AkAEk4Aryj4Sa5Z2thqGn3M6xOr/aVLnC7cANz04wPzrL8c/ESTWPM03SXaOw6SSjhpvb2X+deAmkj2J0ZTqtGz4v8AikbeZ7DQCjsuVe7YZAPog6H6niuNHxG8VjP/ABNmOfWJP/ia5+wspdRvY7aHG5z1PQDua9B0/wAO6fYRAeSs0veSQZP4eldOFwdXE6rRdzdxpUla1yzp2tar4k8MvFqd7I8dxuRwiKmVB9QK4/XPC0mnI9zat5lsoywY/Mn+NdykEUUeyNBGvog2/wAq4/xMuqWQ8sXcs1lP8oDAEg+hOKMTltegue90Z0pPn93Rdjk6+p/B9la2HhHS4LN45Ivs6N5kYwHJGS34mvmqHSWZA0j7SewGa9H+H2tXdpavoU12Wg5e3HTH95f6/nWNNOOrR6NSvLBUZ15Qbsun9feetXmrQ22Uj/eSeg6D6155qiSC/llkO4ysZM/U5x+Fb1U9UtmurCVI5FimAzHIw4U+/t61GIg6sbHxy4jr1sSpVtIdl08/MwaKwNK1nVNSNzBDo81zdwHb5dsrPuOcHoCAB9fSsTWNf8Q2k3k3NpJpzEZCSQlWx/wKvMULy5Lq/qfUJN7GX4mOfEV5zn5h/wCgiug8AL8l+2O6DP51xckjzStJI5d2OWYnJJrf8Iao9lqy2x/1NyQpHo3Y/wBPxr0qFoyVzZHpNFFFeiB1vgNQb+7buIgB+dd3XA+A7+2XVLywMgFy8KyqmeSoJB/UitLx/wCNIPB2htKCr6hOCltCe5/vH2H/ANavnscnLEtLy/IpbHgrahFpvjTXJ51cobmZcoM4PmGujW9Zo0cWN9hhkf6Ox4/CsXwRYLq2q3mqXw86RHDgsODIxJLfX/GvRq+mwFCbopt6HHV4pr5fL6vRinbv5nKG82xl3tbxFHXdbP8A4VFpOtWN94r8OwW05aQ6vaEjaRwJV9RXYVzk+jWlr468LahbxiOWXWbZJAvAbMinOPXirxdKcaTaenU0w/F9fGN4erBLm0ur/wCZ9T0UUV4ZsFFFFABRRRQAUUUUAc74+/5J34l/7Bdz/wCimr5uOAABk8V9I+Pv+Sd+Jf8AsF3P/opq+b1AyOp4rKp0NqXUnVnYRovbcRgdSaq8qTn19MVbVmV0dSQyqSCO1UyxLfjWRqSPyeuOO9NATI3c+1I+A5HWgcn3pjMnxHIq2EUYJ3NJnn0A/wDr1zixsyFh0FaviSTN8kXHyIOnvVqSxSHwkk20eYzBye+CcVrHSKOSp70n5HPL1rvdCa60zw/uOFW4BKbo1Y9fftj0rg0616VbRRSWNqZpZ0AgC8D5cgCprPRIKK1bRPp0VveyBLqSLe+7a7EjGFyMYH1qGe2lmurcNMzpCQQ0g5Iz2q3EI0to1KI2WYmQHnntj8jTI4XK785UngcDHNczdtTsjC+jINavNmnxxxMRI0g+YHHGc1BrWnXmqWUTG7kZbdSIbdjlQCcnHpk0zV7SWR7eRSPLUkkE9+tbkmBaxAHnA6UOb0ZHs4vmizy+VHicxurKV6gjBFbHhW9uLTXITCeGyHU9CMVsarZQXRQumWJIyvWul0jwpptjYRyvFKLiRckl+V9q0lUVtTCGHkp6dDWS+W5iGThvemW25DM7HnIXP4Z/rTLewijkYiVyCMcgEirm2GNFQDIA9a53bod6T6mNf6azYuLePOTyo7n2965ufUrcTtb/AH2B2yIR09a7U7gvBO0HgVz3iXSba68q/jVYriNsOenmDtn3qoNXszOonb3Tnyxc4XCDsBwKvaXqI025Vycxt94A1m+UxfaQfcUrWcokGxSyZAye31rW1zJaF3xA7Xd5bpCrMXBKgDJOTXReHvD7WSpLdgCQDcfRc9iawNVurzRtQt2jRI2SIBJdobcPx/pWdeeKdUvYDBJOPLJyQFAqbNrQxdSnCblLc9MaEKco2R6is3XpfJ0xkPBlIVQe/Oa4u08XanbQJB5oMakYO0E49ORT4tZF/OY7iWRyxJBft9BUqm07m8cVCeiLEaHsPpWzZN5en4GRtJB/OsjaY2PsOakjlbBxkL120NXNk7F6C4/0lECj52wcnNbU2FOFXHrWBp6qlwLiX5UXpV+XW7WPhFkf/gNJq+wrl/cCTgjDDoelZc1uLWRiXUJjcMnHH9a6CxtrS6iWZ2l+ZN4UAAA1yPj2Kazgt1ErNFN90HAwO44/ClFJuwpycIORhX3iEXFwAolESMcbJCuR9K3NMvFuLMSRkt8x69c1wmMY5/Cut8OnZpwyOCxNbTSSPPhVlKWpqmVtwbGW9K5vX/La6Dg4kOQwA9zzXTFBgAHj1NcVqkm+/k9AcDmpprUdWXuWKxKlgc8CpFk3zj5F2s2AD25qpgj6etS2zHz0Xr8wraxypEshBcjYuAfSp4p5FUbGK7em04xUBXk0q5GeO1STd9DRuNau7mJEnKSbPusRz+ddD4TlSRLiTEYfgHauK5CO2uJgXjhkdc4yqkjPpW94d1D+z3aK5DLG5xyPukVMlpodWHqSc1zM7dGYLkZ+tSrjJzkiqcc0bqCsisp54NTMzMv38KOgrnPSuZfisn/hHL9cADyH/wDQTX0cn+rX6CvmrxM2fD98Cx/495COOvymvpVP9Wv0FdmG2ZzVt0OoooroMQooooAKKKKACuE+Mf8AyTDU/wDrta/+lEdd3XCfGP8A5Jhqf/Xa1/8ASiOqh8SKh8SPnKiiivpD6AKvab96T6CqNXtN+9J9BXm5x/uU/l+aLp/EjRrm/EUm68jj/upn8z/9aukrjtTl87Up29G2/lxXk8KUPaY7n/lTf36fqcub1OXD8vd/8EqUVWglMlxKD0HAqweATX6JRrxrQ547a/gfMNWdjJmbdM59TTKKK/P5yc5OT6nYju/CvwxvfFeg/wBqW2o20IMjRiORSTkepHSszU/CUvh7xfZ6LqE8NwZDGzmEnG1j05APb9a988E+Gbfwv4ejtLeWWQzETyNIQfnKjOOBxxXkHj+3vNP+LIuZk3rPJFJBnoVwFx+BBqq0OWk2tycLU5q8VLa6/MwfFfhqHRgl1bSnyJH2iNuSpxnr3HFcxXf/ABD/AOPKy/66N/KuBVWdgqglicACuLCTlOkpSZ6ubUYUsXKFNWWn4nT+Cbi4GpSW6sTbmMsy9geMGu9ri9LifS4sQSFXbBc4ByfyrRfVL142TzVXIxuVeRWc6kXK6PQwtKdKkoy3K1wEa+u3CjDynPvjj+lYGp6TtPnWqEg/eQdvcVuAADA6UtZxqOMro0q4eFWHJI5/wzpC654gtrCRmWJiWkI67QMn+WPxr3LTdJsNIt/IsbWOBO+0ct9T1Nea+HWstN8W2t3OwiEytED0Acjgn9R+Ir1aubHVZSku1j8y4lVWjiVRb923yZm6tpwu4TIgxMg49x6V4z4tbdrhH92NR/X+teza3q9no2my3F3MifI2xCfmc46Ad68Y0bRbzxRqbgSEIuDLM/O0dAPc16mAxtR4N0Knwppr8boMjhL3qkvhRh0V65aeAdDtl/eQyXDY5Mkh/kMVm6n8OLWXfJpty0Ddo5PmX8+o/WhV4XPeWJpt2Oc8ExbtRuJf7kWPzP8A9au5rhtLNx4W1yS11GLy45MK0n8PsQe4ruFYMoZSCCMgjvX1eVThLD2i9VuYV/iv0FrK8QBTpyhhk+auPY9a1a5bxPq9uk0NoG3MjF5NvO3ggD9a6cbOMKEubqGGV6sfUoVJBPJbXEc8TbZI2DKfesp9XjH3ImP1OKrtqs5ztVF/DNfNupE96dam1Z6nqK+PrGR1tYradr1k+VNvyl+wz6e/tXP6n4b1XVd811rDSTNyIypEY9hzx+VV/A8fnm7vJQGlBWNWI6DqcfpXY14eMxtSNTkhokfDVYUsFiJLDK3rr/wx2vwo06bTPAlvBcRBJfOlY4/i+YgH9K3PFHhqw8U6LNp99EpyCYpcfNE/Zgf85qTwwuzw5ZAjGUJ/Mk1oXbrHZzyMcKsbEn2Ar84xNebxs6sXaXM3p6n1lGTnSjKXVI+T7bwhq13bG4hSMpuIUM+CwBxke1W7PwRrJnDO0Vts+YPvyc+2K7/TLcWml2sA/giUfjjmrdfsscPGyuY8zPML6/8AEGmakLO6vZVO4AMMYZc9RxXSLdXa/wDL3KeMchf8Kv8AiizjuNNSUxb5opozGQMkZYA/pWcY5FUMY3AP+ya9bLaNP3/aa7WuNwqzV4Jv0C3kktb4X0Lsl2DkTA/P+dO8TXE3iya3m1NwZoEKLJGoUsM5545/+vTAjscBH/75NQyXEELlJZo0cdVZgCK9Oph8LOzlFaehk4VYatNF3wBAIbHUNoOBclAT3AA/xrr64zwNdyj7ZB9luWgkuWMdwkTNHuP8JYDAPQ12rRSJncjDHXIrzsJUpunyxa0Pk8zpzjiZOS3G1k3748V+EEx11q2Ofo6/41rVzd9fI/xH8IWKk7o9Tt5H9OZVA/kaWOklQkGVQcsXC3T/ACPqiiiivnD7QK5vx1Jqlp4R1LUdK1R7CextJrnKwpJ5hSMsF+cEAZHpXSVieKtHvtf0C60qy1GGxW7ieCeSW1M+Y3UqQoDrg89efpQBDqOr3Y0/T7GwZW1jUYh5bFQRCuBvmYei5HHdio71zth4i1rUfCPhCFL4JqmtyeXNemFCUVY3kdlXG3cQmBxjnOK3o/B9lf2NtF4ntdL1q5t18uKdrAIFTjACsz+nr+FULH4e2+leF9K0zTbuO1vtNnF1Fex2wAeXaUYumfmDIxUjdnpzxQBRuPEmtadb6pozXiXGpw6laWNtfyQqPkuNhDui4UsoL9AAcDjk1taJealZ+Kb7w/qWoNqKpaRXtvcyRJHJtZnRkYIApwUBBAHDc9KiPgnz9L1BLzU3l1W9uo71r+OEJ5csW3ytiZOFXYvBJzk5PNaGi6Dc2Op3mq6nqC3+o3MccHmRweTHHEhYhVXcx6uxJJOSe2KAMj4jeItEs/B3iHTLnWLCHUJNMnVLWS4RZWLRsFAUnJz29a8CGSB9K+jvHyg/DzxKSBn+y7nnH/TJq+cwmANwIbHQVlU6G1LqToWGzACkIeT061SAJbtnPWtGCNZJI1m4i2HPOP1qiAgm77A3b0rM06jD94/XtTs4OF4zSZ/2jt7A0yR/LikfBG1C2fwoGnbU5DUJTdapM+c7nwPp0FdnryRQeGZoAPmiWKP8e9cjotv9r1u1jPQyAn6Dk10XidyumSc/624GPyY1pL4kjmj8MpHIxDdIo9TXqoS2t7S3EM6S8YdJIMEfX/8AXXl1om+5iUd2FenR211bNbsJfPhZTIsWdxHHPTntUVug8P1NbVrK4sNLSYyqbRlMkQWRXwSBxxyD04rho/EF0o2COIgcAsDk/rW94kPl6cnkRsjSsS0SjIXp+VcbGk3nLEImLMemKyjFNamtWck0kara/LLiKaFBGepXOasyeJZd6wvbJhehUnketNvtBhWDfBKd/HDsAMd6bpEFtqFtJayiNbrBEcr5G30zj3pqMSHKadmx9r4ohgm8xrMsQOMsDg+tdPpPi23vo5RNBMPKXJZPm4+lebz28ttPJDLGyyIxVgR0IrpfCUi2dtqE80RZXQKM8AjnOaqVONjOnXqXsegQXTPGrrGVDDOGHIpJDw2efcVFoEkd3pMMrsVABCg9wDgVJcSFiBkAD0rlejPSi7xTIN5AxzWP4jBOisATvMi/j1raXCyDLKuem4gZ+lYvimWOGxEZzw2SRz2qo7mdT4GcnbXFy0gXyxIehJyD+Yrp7bQL7UjGGX7JAex5Zj9P8a5bTtcm0+/WYKDD0ZPUev1r1TSdUtJIY7yF96suQRWk21sc9FJqzZw3jSyuUubWzR3uFtosFj65/wAMVybWlygyYJB/wE12HiKR7jWJpkvIkyAAprNjguOT9side4RuTVR2MqlCM5N3OdMUg6xsPwpjrIq7lBDKcg10xR/+e0mfqKwddaRGhHmOScnr9KtbmUqCiuZMW+16UxwxQOVZRmRvf0FSW/idkwJLdSR/ECa5/HPNAFVyoSqzXU9IsL231Gx89FJUHbID/DSiCJyMsQC3b0rG8C2s9xeXcO50jeAnjoTnANX3vLrTYpG1PT5IUj+VHVchz+fFYuNnZHbTneKbO90nbDZ28ZfjywCcdeK5P4hspgtVkYrIGYouOo4zVzwp4mtNcuPsa20sbxR797MMHGB/WsD4gz3EmrQxzlCqoTGV/uk9/fiojFqdmOvNOi2jklQM4BbAPc122kwKmmQBW3/LnOPU1xQcjBXrj0rvdHVl023QLz5YPNaVNjhobssSFhAQVPIya8+ugZLiR/8AaNeh3DLFE3mHkqcKPpWNrOl2+YFhh/eyckq2Mn37VNN2NatNuN10OPO7b7VJbnD5HXB/lWk2lIYWYEmRCdyBgcAVVii2JkLgN8uc+ta3ucvIyIUVo3WkyW4DJukX+8BwenI/OkFhAlnHczSuFZiCFGSAKm4vZSvYpxXE8AIimkjB6hGIzU8BLRksxJJJye9WbPSVvvNKSsoT7oK8mkuLc2uyFgdyrk59zRc0pwkveewmSKcsrA/6xwPY1CGPTtSc07G1yze30sehX6+czB4tmGOeDmvr1P8AVr9BXxpqW1dGnBOWY8fka+y0/wBWv0Fa0tmDdx1FFFagcp4judW07xJ4flt9VdbG91BbSWy8iMqVMMrk7yC2covQiqHjXxJqdukyaFOIU0+e3F9cGNXy0kqKIF3AjO19zHsNv97jS8S+HdZ1vUtOuLLWrSyhsJxdRRS6eZiZQjpksJV+XEh4x1HWq/iD4c6H4hspPtFhpyanM8TzX4s1LuVZWbjOfmClepwD3oAff3Os6x4svdH0vVjpcOn2cMzyJAkrSyytJtB3gjYBHzjBO7qMVmaf4k1fxX/wj9na3n9lS3WnSX17PDEkjbkdY9iBwQAWZjkgnAA75rZvvCtymoi+8P6nHpEjWaWUsf2QSxmJCTGVXcu1l3MAeRg8g4qM+CzYQ6OdB1H7DdaXbNaJLPD56zRNtLB13KSdyBsgjnPrQBd8I6pd6po8o1Bke8s7ueymkjXasjRSFd4HbIAOOxJrj/i/4i0SXwPqmkx6xYPqQnt1NotwhlBE8ZI2ZzwAT0ruvD+ipoOkrZrO9xK0kk887gBpZZGLuxA4GSTx2GBXL/GNR/wrHUzgZ8625x/08R1UPiRUPiR850UUV9IfQBV7TfvSfQVRq9pv3pPoK83OP9yn8vzRdP4kXpXEULyHoqk1w0jk75GPPJNdbrEnl6XNzy2FH4muMu2227e/FRwtFUsJWxL/AKsr/qeRnM71IU/61K9hzI59qtynELn/AGTVWwH3z9BVi5OLd/pXv5feGXc3lJ/meRPWZlUqMFdWKhgDnB6Gkor486T06L43a7Gmz+zdOIHCgK4wOw+9WD4m+IV74nlsJrrT7OKayl8yOSMNk/7JyenArmtLtUvdVtraQkJLIFYg4OK3vE/huy0azintpZWZ5Nm12B4wT6e1bqnUqU3LotzpoYGcqUsTTWkS3pzXHxG8R6Zokrx2W8yHzVUsOFLdM/7Pr3rt4vgZqmny+ZaatZXJIwfOjaPb9Mbq87+Hus2mgeOtM1G+Zlto3ZXZRnbuUrn6DNfWiSJIiujqysMhgcgivOmlBckVoZ1MVVlV9rJ3l3PmTxXp134M1KKx1QRPJLF5qNbuWUrkjnIBB4qqrB0Vh0IyK1Pjfe21547jFtPHN5FokUmxs7XDOSp9+RWJYcafBn+4KyqU1GKaPXy/FVKzcZliiimNLGrbWdQfQmsT020tzJ8QNiKAZ/iJqay8eeIbGBYUvBIijCiVAxA+vWtPTPDc/jTWVs7SVI4LcZuJzzsB6ADueDXe+KPhhow8Kt/ZsQt7uyiaQTHkzYGSH9c469vpVyxFCHLSqK7/ACPkM2qYepiXColL8bHjGqavfazdfaL+4aaToM8BR6AdBXc+B9b0fTtF+z3F3HBctIzOHyM+nPToK85orvlTTjyrRGUqMXDkWi8j3aPV9MlGU1C1btxMv+NWBc25IAniJPYOK8M062jurkxyZ2hSeDWr/Ytr/ek/76/+tUrBuSumTHLnNXTPSvEtsl/o725aD5zj95yc4ONuP4s4qv4Y8KyadpOy/uJHmkGQgbiH2Hqf0p3gawhtdEYqpZjOx3OMnoBwa6mvBxeYVqM3RpScbPdPU9bB5fGnG9TW5y2qeF7+6XZZ6wYEPBDRAsf+BAivKdY0y60jU5rO75lQ53A5DA9CK9/rzH4pBBf6eQgDmJ8v3IyMD+f51vgc0xWIrKnXlzLz6FYnC0qcOaCscBRV/StKm1a4aKJ1QKMszdvwqbWNDk0hImeZZBISOBjGK97ldrnkuvTVT2d/e7HcfDTw/rGq6TeTWkdstsJcK80hXc+BkDAPQY5/yO2m8Ja3FEWW2imcLnbHMOT6ZbFXPg/bvD8PbZ26TTSyL9N2P6V3lfA5hmdWOLnGKVk7fcdEsnwtdKc07vzK3h6KWDw7p8c8JgmECmSInJRiMkfnTtdl8jw/qUuQNlrIeen3TWgOlc945nWHwNrp6kWMgwDzypANfO0v3uJi31kvxZaSirLoefKAqBR0AxS15baeNNYtYREZIpgBgGVMkD6jFWx8QNTA5t7Un/db/Gv2xYiBy8rO8v8AG2EEA5k7/QmoK4WXxzqM0kbPBb7UJO0A8/rT/wDhOLr/AJ9IfzNb0sXSitWfU5LmOGwmHcKrs277eh29RSW1vMwaWCN2HQsgJFY/hrU9U8T3s1tbQ2kRhiMrNIzYxkDHH1rI/wCE5mHDWKEjqRIf8Kv69h5Nxvt5HqLP8unJ0+fVb6Prt0PePhVarb+CI2UAeddXEhx/10Zf5KK7UgHqAa5b4bc/D/SpDH5ZlR5Sv+87N/Wuqr8kx8ubFVJf3n+Z8bNpybRG0ELHLRRk+pUV458QIoIfjP4LWG3iiZrm2d2RQC5NwBzjrjFez14d47mMnx88MR4OIp7JevrNn+td+RuUsWlfRJmbSWtj6Vooor7QgKKKKACiiigAooooA53x9/yTvxL/ANgu5/8ARTV87Tujy5iXCjjOTz719E+Pv+Sd+Jf+wXc/+imr5yJAxuJJrKp0NqXUmLM8ZTkqI+ADVVSysQFIOOa0bZvKuPMT7wjzzzjg0y5tmhHnPIdzqSRn+tZGvUohM4HeqWtz/ZdMcAjdKNlXQ4BwoIrG8TEm2h6Y3n+VVHVk1HaDIvCkOb2e4P8AyyiOPqeP61L4qmytrCOg3N/IVb8KQ40e8mA5aRV/LmszxOT9tgUnpFn9TVXvUMrWo+pU0VgmsWhZQR5gyDXqy6m01zGI1ijYIFZlXdx0459+1eUaQQuq2rEZAkBwe/NenxXTW+n3F79leRo1xlSQFXPpjk1FbceH2Zoa3cCa9YoqOpbCgcdcn2rzDUXZtRuJCW/1jY/Ouj/4SY+YrNZPvPOA3T9Km1v+z47gCZY1aZQzfL3P06Cs4Ll0KmlUW5i+HpYkuFebzHAzhQe+K6K51G0na2jt2dZPtC7uwK85B9e1ZUX2e3MogtwZEUbSp65Iz+lPmMFvdWs7MFHmgsMfrTerCC5VuU76WZ0kRZTuPQZ96oy3lyiLG1w+EGNpbFXrs+TIJDgl/mTv+NUG8ok7wBk5J71SOarq9BYdX1CNNqXcyL2CueKtWus6uZADfSAE4yzcfWobm1sra2R1nMsr8hNmML6k1SKmUAKD7KBT0Zn76drnSPN/a129tDO1xcDCwyt0/wBo+1dhbeG7QWLxzytLMB9/dnmuf8J6eLKzN66r5k3AHdVrobjVobG2eeRtgAznufauecne0T0qMFy80zjPEel2eiuCytIrqCpV8d8dOakt7u20cbLW6kmjkUM8ZBAVs9O35j1rmNVurjU7+S5mfO4/KD/CPSr77GZgssbfjjv71tbTU5XP3m4m/aMZYokjbZEQWBcAgc/StA2wI8try354+VTn+VUrOMCygUMD8g6dK0La0WUrtdSwPKnIOPb1+lZt6m0W7WKU1tHDbGVgAuQCxrD1TTI9QuzHFdKJIY9xXbkYPv8AiK7Oa3ieEG4jxEpDYcY+ma4fxIktn4ids7NyIy4/ukCqhJtk1klEpjw4+3cbqMH0Kmo38Pyp0uoSfTDD+lb8CvJBHhw4Kg78jBzWwLDQxaJNNqUvnlfniVOh9jjB6frVObRnTpwb94peGYrTQYZrqe7ckoqSYQkISeMV07atpktsHmmQRE4xMpGfwNcfq01tFa3CWzM8UrIAXHcd656aeWZ90rsxxjk9BUuHNqxyxCpe7HVHp8GqaGjloJ7WMkYJRcHHp0rk/FCQaterPBcgSKoTy3wMj8/euYyRUqfOpJb5x29aahyu5lPEuceVoty6SlqsXmTfM33gvOB9K6ae9tLDEdq8tzEq4jcJs3AcZ71y92Uk06GSQnz8lQfUD1rMvG5gHPEf9TVcvNuSpcr0R20d7JfTopiESj+JgeBVK9F4+pSn7Sk9uhwrkBd+PQHmrjj9yQDtyPvE4xVKaG6tyJsbFP3ckc1KR0zi+rNM2ken6fNMIVUyR4UgdSRyD+NZJtLqe1Cy3FskQuBEUyBg9247Din+bKLXe7kANzk8Cqwu0KkiXnOfvU0hTjF21sSLeSgnpMtuSIlCcZJ/UcD8qru97fW7J98YLbcYB5GT+dVrzVJZJWELukXT73Jqqt3OhJE8oyMcOeadjmlUV7Xua1s999rYEqDDhZVyOgYdATyc46UX/mteP533sDoOMdqoQ3s7ERmUgscB84x+Neh6dZQzQx2d5EryQgGSXJO7PQfhz+dTJqOptRXOrJnBkgDAXn1pmK7nxJp1rZ+H7q4tlETxgbCrnI5HavNv7TvFUr57kH15pwfMroKkfZuzLmo200miSzIhaOPdvI7cfyr7KT/Vr9BXxdc6rdjRGg8wgSK5c/3gRjH86+0U/wBWv0Fb01uSrPYdRRRWgwooooAKKKKACuE+Mf8AyTDU/wDrta/+lEdd3XCfGP8A5Jhqf/Xa1/8ASiOqh8SKh8SPnKiiivpD6AKvab96T6CqNXtN+9J9BXm5x/uU/l+aLp/Eip4imxFDAOpO8/hx/WuTv2+VF/Gui8Q5+3p6eWMfma5i9bM+PQVphlGhkcVHeX6v/JHz+Ok54uV+hYsRiAn1NOvP+PZvwotBi2X8aLw/6M34V7aio5Zb+5+hw/bMyiiivjDpDocilZmb7zE/U05YZGCFUY7yVXA6kdh+YrT1jRjpMVozSFnmQllIxtIxx+tS5pNLuQ6kU1G+rMmpFuJlUKs0gA6AMan07S77VrhoLC2kuJVQuUQZOB1NVSCpIIwRwQaoq62EJycnrUq3M6ABZpFA6AMeKiootcpSa2LAvrsf8vMv/fRqF3eRy7sWY9STTaKSSWw3OUtGySC4mtZlmt5XilU5V42KkfQiuzb4reJZLCSzna1mSSNo2ZocMQRjqCOa4iioqUadT41cylTjL4kFFFel2vwevbzSra7j1WFZJ4lk8qSIgLkZxnP9KiviaVBJ1Xa45TjHc89srr7HOZNm7K4xnFaP9ur/AM8D/wB9Vc8SeBNa8MRie7jSa1Jx58BLKD2zkAiuftrS5vHZLaCWZlUuyxoWIUdTx2rajiFUjek7o1p1pJe69Dt9E+IUGmWK2s1hK4DE7lkHf2xWoPijp+RnT7kD/eWvLqtR6deSKGWBsHoTxXN/ZFPE1HKMG29Xa5vHFVtl+R6cnxO0Zj89teIPXYp/9mrg/E/iJ/Ed/HO0IhSJCiKGzkZJyfeqI0e+J/1OPqwq5p+j/wClMLoAhFB2g9c5/wAK1jkzwf7502vN3CpVrVI2lsZlvDdOd1ukp7bkB/nTrhL7aPtInKr035IFdgiLGgVFCqOAB2pSAwIIyD1Bpe1Zj7Jbm94C+K1h4e8PxaRqdlOVty3ly2+G3AktggkY5NX3+MWuziV7Dwy0kDM3kSkOfl7E4GCfXBrynVtP+xTBo/8AUv09j6V6v8G7vUrjSryCWZG0+3cLChHzqx5OD/d/qa5qOR4HEV3OcdZa9dzjzLMq2CwzqRs7fIqv8edVWNkOh2qzgEEmRsBv93+ma5nxJ8VvEfiSwlsJTb2tpKNskdumC49CSSfyxXMeIP8AkZNU/wCvuX/0M1nVNPJsDRnzQpq6+f5m8KjnBS7hRRRXojCiiigDS0jXtS0KSZ9OuPJaZNjnYGyPxFZtAOKXjHvSSSdyVCKk5Jas+q/hrq+mal4J02DT7hZHs7eOG4TBBjk2jIOffPPSuvr4qguri1bdb3EsLcHMblT+lejfB15tS8Xz293NPPALRnKPM2AQygHGeep/OvmcTkN5SqRnpvsaOdkfR9eBeL5N/wC0Ro4yTsvrBevT5kP9a9f/ALC07fv8hs4x/rXx+WcV4RexLD8frONMhF1q0ABJOBvj9a1ynAewrufNfTt6EKqpaH1zRRRX0QwooooAKKKKACiiigDnfH3/ACTvxL/2C7n/ANFNXzdnIHqO9fSPj7/knfiX/sF3P/opq+bUGBmsqnQ2pdTQhIXeTwojGffioZr17iMAopCDHIp5ZdkuMk+UO/FLpUQNyDImVP8As5/TvWRoU9rIAzIQG6ZrG8RDNlGf9v8ApXY6o41CSNLcDEanqPmP+fSuW8S27R6apYYIcE/rTg9UKprBlnww4Hh2RRjJn/oK57xDJ5mrMB/Air/X+tXPD16lvaXIlcKifPzWJczm6upZ26uxOPStIx99swnNezSJtP4voMf3xXoN1qUelK7Puk3Pt4PA9/f6V5xD/rF+tdbc3JhuHXmSGQK+1vTGfwqaqu0KjPlTIJ2Fxq0bwAyeaVZSeMc81p6zCdSvRKqBFjQBpX4GfXFZTO3nRtDI6Rem7keoq0fOkt95XyoyxBdjwR/WsylJO6ZTkvI4gII5dwbiSQCpYbSZpv3zrHEekkjYUj29azkZY2KwR+YxONzj+QqeRpZ490js0o4wT1HtVWM733NfUrOOVRLBco0Kxja0jqu/HGFGc9u9ZLRJCgLx78+pxVtrKG4sISzYk28MB7k4NbWtWtgPCNhPHse6j2QyFTjseo/Cki5Lqc1eXcdxJuitxEgG1VLFioHbNRxytErSbiqqMkA4yewqAP8AwhBxVy8spI4YlYhWzlkJHU/4UyNXqFjq1zb3MUskkhQE7gpxnPWr2rak+qXMKxjEKgYB7k9SaylglkztQsFGSBzgVcsLSSSWRWDIQuSGXgik0txxcrcpTNtOYi4hOxTk45wKuS2M8EivcJsSX5oySPmHtWpbIYiuLaC4JbaFlGAM8ZrqtI8NjxVALy5s45VgP2eOOGfaAR0wM0mylB9dDKt4Wht4o5AUYIPlYYNWIxtkXaxIBzmkuo5I53SQOrKSNsnUc9KYpAYEH5s8VkzS1i5e2xurYwhyivjcRzkVz2sQ2NtLGJlViEAXe2Txn/EV0cAmiMRK5y3zcZHT/HFcv4oit1ud85dzztUHBOTThvYdX4bkAvrc4AkTA/2hSm8gP8a4/wB4VhW62rzBJRJGhOCwbOP0ro08J20x2rcyAkfLnGDWjSW5zQjKavEoX8iyWilCCA/OD7VmdK1LrTTY6aAA5LTc57EA1mbGPGCT9KpGNRNS1GnmremgfaQzJu2jIHqe1VwjE4CnJ9qvxxSWsO9SgJI3Fj90euP0oHSjd36FfUZMzqGPGM8Cn27afPGqXMbNJt2oRxtOf1qvdXZmYA7dq9OOabalnuECIGJPQjIo6BKa520dQ93GLV/NifzCcIVOAOvUY+lNtEm1RDErAlACdx49sYq9A6LCsJj3DoSTxj0NWrKyis5HkjJCSAHB7Y9KycrHoxV0mZHiORbWzSB4x5kgHAGF471y7oTHvUHy+AT6Gt/xapaeGTeGABXA7VzqyMEaLPysQT9auOxw4h3qNMZTlVn6CpILZpnbJCqvLM3QVIEgicETszDui1Rgo9RIrK5ljEiRFkPQivUfDnh7XNS0tbiDyCcDcXBzwB19TXBwa1EXUTxMVHQhv6V7F4B8R20NnLpxdEDktA78BsgcfoKh66M7qEYLWDOP1rR9eutCmHk2ht5Pl3hiDkEdia4qPwTqc5yXgUf7xP8ASvYdVjurKyaC6boCkYzkEkgn9BXL3M4tLWSeR9qINx5qXJw0R0OlGfvSPMte0uTSFNrJIJG8otlRwM5r7RT/AFa/QV8W6tevqBup5CSxRsewx0r7ST/Vr9BXVTvbU4YtNu2w6iiitCwooooAKKKKACuE+Mf/ACTDU/8Arta/+lEdd3XCfGP/AJJhqf8A12tf/SiOqh8SKh8SPnKiiivpD6AKvab96T6CqNXtN+9J9BXm5x/uU/l+aLp/EjO8Rj/SYTngoR+tcld/8fLfh/Kuv8SL+8t27YYfyrlriAyXS4HBHJrTD0518moxhq7/AKtHz+O93Fzv/WiLMC7YEHtTbv8A49n/AA/nU3QVFcf8e7/Svpa9Plwsqa6Ra/A89P3rmVRRRXwR1nU6bNo2iQR3Msv2q9Iztj5CZ9O2al0fxhDb+Kl1HUbJLizKGLymAby1JHzAHgniubttNvby3ubi2tZZYbZd80irlYx6k9qq1lCEVJyvdnOsPDmcpO7Z7vqfjjwp4ds5JNMFrLdTJuEdnGoySOC5AwOv19q8JZi7szdScmkr1uD4W2WteDNMvLCX7PqUlssjMxJjlJGeR264yPyqMRiqeHs6mz0LpUVTvY8korQ1fRNR0K9a01G1eCUdM9GHqD0IrPreMlJXi7o1CiiimAUUUUAFfTdtrVhY+HNPuJZwVe2jKKvJf5R0FfMlel6fGkWnWyJ90Rrj8q8vMsLGuocz2PVynKIZlVaqStGOrtuzv/Euq2Wq+BNYaCRWItHJjb7y8eleL+FPFJ8KPe3MFos15NEIonc/LGM5JI79B+VdNqwU6Rd7unlN/KvN60yuh9WjLkfUM1yqGW1lGnK6lqr7o3dOhOoXU2o3QVneQtgKANx5JwOO9bVSeAvDWoeIY5CsiW9hC2GlKFmZjzgcj/JrpfEHgW+0zS5b3TrlbtoVLvE8e1io67cH9K+3y/PcswdKNCTtLrp19Tyo5tgqE1QlK0vTr6nLVHEwN3MB1Crn9awx4gm7wxn6E1b0zUY5p7iWdo4iQoALY6ZozvNcNisJ7Ok7u66M7qlaElZGzRUa3EDfdmjP0YUkt1BCheSVAo96+OsZGT4ikXyYYv4ixb8P8mvafhnaWtt4FsZLZSDPuklZurPkg/hxge1eH2lhf+KtZMNnHuOOrHCxpnqTXtWh6NFoekx2EUkrqAC+6RiC3cgZwOfSu/C1VQd2rnyPE1WE6UaKlre9vLzPN/GHgDWtOk1PW5fs72ZuGk+RyWCs/Bxj3FcJXu3jV4V8KXhubmaNREUjVJmUMx6KQDg/Q14TU1JQk7wVjtyXFVcRQbqdHba3QK6Pw14ej1WOa4uiwhHyIFOCW9fwrnK9A8FSo+jPGD8ySncPrjFYVG1HQ9lHFalYyabfy2smcoeD/eHY1Ur0HxXopv7T7XAubiEcgdXX0/CuDgt5rmTy4Yy7egpwlzIT03IqK2Y/Dd44Bd4k9QTkipLjw1JHCXhnEjAZ2lcZrXlZj7ene1zptM+D+taro1rqMN9YoLmJZUjctkA8jJAPatvw5oV98KdVk13XvKl0+SI2xa0bewZiCODjj5TXT/C/xlY6r4ftNImmWLUbSMRCJyAZFHQr68cEdeKb8Z2VfAqgkAtdxgD14avmljsV9a+r1dm7bdBttvlZHP8AHLw9HkQ2Goy89SiKD/49Xmun6yniD4yaVqscLQrc6xasI2bJX94g6/hXFVveB/8Akf8Aw5/2FLb/ANGrXvU6MKbvEuMEtj7hooorUoKKKKACiiigAooooA53x9/yTvxL/wBgu5/9FNXgt5bJDbOWhUOQNu3t71714+/5J34l/wCwXc/+imrwS+G21BaUmQAAqD09ayq9DWkVIXVUm8wAjaMDGa0bWCRCsm4MpG3AOOCKoCNGhmyS2AOAPpV2BBAqEKSNvA96yNWyQI8YZPlCBjjC884zz+FYPimEf2PKd2NrKQD35ro/NiYBZCVIOBjvWV4ii87SbnCfLsJ59qa3uTLVWPM6UUClrpOImgx5qZ6ZFddPJB5NpKsIm/dBck46cdK45OorpoyraRExUna5GQfX/wDVWNRbF03ubOkaba6h80sToQ4UYc9Kp6qYmaMwOxthuUK+cg55z+nSjS9U+wgwrFuDPkktz/KtGdrPVvLEztEy5+UEAHPfOKx1T1Ohcriktzl5tsUavAAGX73+IqewsLvVrhUtgXLHnPQfWul/siwjnUSGOT5PlQHkj196uIscSgRRhFXoq8Uc4LDtvUqQaFHBapDOxaVAQSjZB+lRX+mwRWUr5f5UJwTnoKnuYbmbUAYtypsU7t2AOKbrOri2sVtDB5gkUguWwD6+9LVsrZWOd0q1V7n7RMMxRjcAB949hUOpT+bc7sscjPP1pH1CcjYhWNB0VBiohHNcsSsbSEDnapOB+FaW1MHtZCW05tpvNUIxxgq6BlIPqDWppQa41lyrhd+4t/CMZ5q14i8Mw6FY6TcJOZmvovMZeBsOBx+tVbqJ7TTjttmjk3g+fyG69PTH+FJkx7vob9/p9tGgaxmLxKcSEsAVPbA6+v5VDbSyaZbeajzLF0IRsYORz25rL067u3hbeyymQbBn+DP8XHf61reRJPYHB+7wcDqc9TUarQ3TjL3kguL/ABid5mmWX5g0jfN+PrzSJdbnMe3y2yQHJyD7gioprWIW8RlthHkkFySc9cVnHV4LKQpHH5m/5s5PBotcXPaV5bHXf2rBHAzLGGbdsZeuM9/yri9fnF9Kk0aMCuQR7Vo3Guo9sivCVBx5YU55Pqaz1tH1gyfZlWDylJw0oy5z70RjbUVWamuVGLFC80qogJJq/NrF7bSNClw2EO0cDoOKj2TWkuWDIwPBqjOxkndnOWJJJrW1zlu4rTc001S4e2eWQiRvMGA3QZBzVWe8knAG1EUHOEUClgUPprj+LzR29qiETEEYOc0tBSbsWGujJZrHnDjjPrUoMs+mMCchGyT7f5NUjEy8FW/Kr9iN8EluN3mSKdoHr6UDTcnZ9jN25NXY3FoUCEeacbj/AHR6U610+eSNpQuCDhQfWrFposxmVpmCL160m0ZKLZ0+lmKYoJC3zqDgevXvV65VzIojdQq+o5P1qlpflfajHld0cZfH6f1q1dXMFsoeVgoPGeTzWD3PSoN8mpieI7UzSwASAtswcD5P5dawBpoDHzJR/wAB5rd1G4S4kUxyZSs9yowFBJ6YraOwpUoyd2V7x0+yLFGhAUjLd2+tZ4AzjNbPkKqFZACWHOO1Zk9s8Dc42nocjmmcuIptPmWxDXZSwpcizZw48m3RAoYgdM54rj1XcwGR+desWMcMmnWxBiYiJQcEHJxWdR2KwsHK6Ma+vr1bAvE+54ULKshLDAAzXJaj4gutStUimCBG5IXI5BNdjO8CXCQTgEzEJsX0Y8/TiuO8UWcFhrTwW0YjiVVwo6dKKduppWclC6ehzt/IfJZFG1dpzjvX3En+rX6CviqXRr6702e+hh3W8SMXfcBjAyeK+1U/1a/QV1wasZwTUdR1FFFWUFFFFABRRRQAVwnxj/5Jhqf/AF1tv/SiOu7rg/jIM/C7VBkjMttyP+viOqh8SKh8SPnMEEZBzRUcIVY9quWwTknrUlfRp3R761QVe0370n0FUavab96T6CvOzj/cp/L80aU/iRU8Rj91bn/aI/Sufrp/ECbtPVv7sgP8xXMV6PC1Tmy9Ls2v1/U8DNo2xLfdIKiuQTbvj0qWkIypB6GvfrQ9pTlDumjzE7O5DZaYl1bCVpGBJIwBSRaU11rcOmwOA0zqis/QZ9cVFbajLZxmJVVhuzzUUt5LJdi5VjHICCpQkEEdwa/NuWopM9SUqXs1Zan0T4I8P6fJ4BuPD9zCpxJJBelD99zhtwP0ZcemPavGvHngm48G6sIwzTWE+Wt5iOfdW/2h+tWPD3xN1vw1pcljZw2knmSGVpp1Z3ZjgZJ3c8AVT8R/EDX/ABTZ/Y9Rmh+zBw4jjhCgMOhz1/WvKwuFxlHEyndOEnrr+KONRkptrY5evqLwvGsXhPSEXoLOL/0AV8u17xp/j3QvD/gvRhc3RnuPska+RBhnBAwc88cjvRnNKdSEIwV3c2RofE+GGTwFqEkkaM8ewxswBKneo49OK+d673xl8TJvE2nPptvYrbWbsGZnbc7YOR7D9a4KujKsPUoUHGpo27iYUUUV6QBRRRQAV0WmeKXtLZILiEyqgwrKcED0rnaKmUIyVmdWExtfCT56MrM63VNRn1Hw3LewBYrUXAt3DNl2JBbp2HFYOnaaL+C9lN5bwG2iMoSVsGX2X1NUO2KKKUFDToPFY2piqntKzu7HsXwk16yGjy6RNNHFdJM0iKxxvUgdPUgiuz8Sa7p+j6LPNczoS6GOOMNy7EYAFfNVTWjKL2AycoJFLD2zzXHPAxnU57nzNfJYVa7rc2j1a/4J9Bt8OPCcq86SikjGVlcf1rg/EHg3RrfxRPa20EkNvHBGwRZCQWbdk5PPYV7MMYGOleW+LtQtrTxxdRXEyxeZbQlSxwDjdmvVgo8yuPJKsqmLUakm1Z7szbLSrPT4njt4gFf7247s/nWh4H8OR2er6ncPBHJbyooiLLkLkklefwqoL60ZcrdQEeokFdn4cntW0aCSKeM+dl/vDJyaWPcY0rI9jiKpCnguWO7dl+bOd8OQ2Wk+N9f0uCPyy/lzRKF4C4yQPbLCuvkkSKNpJGCooJZicACvNjr0Fr8XbuWZ1WBx9lLnoCFXr/wIYqD4h+LfPd9FsJP3SnFzIv8AEf7o9h3rlim0rnx1fL6uJxUEvtRi2/lZmH408Ut4h1ERwkixgJEQ/vnux/p7Vy9FFaH11ChChTVOmtEFdJ4b8RW+kW8sFxC7Bm3B4wM/Q1zdFKUVJWZqdnc+OlwRa2ZJ/vSt/Qf41Q8Nskkl3IQokZgcDsOelc3VmxvHsbpZk5A4ZfUUQioPQzrRc4OKO6pr/wCrb6Gqa6vYMoP2lBkdDSXOq2KW7n7QjkggKrZJroujylTnfY9A8L/DnSdMs4Li9h+1X5VXZnY7UbrhQPT1NZfxL8Lf8SR9Utrq8fyHUyQzXDSIFPGVDE4IJ/LNehQXdsbeMi4iI2j+MelcZ8RvEemL4WvdPhvoJLuYIoiRgxxuBPTpwDXJZN3Z9LOEFA8Qre8D/wDI/wDhz/sKW3/o1awa3vA//I/+HP8AsKW3/o1a0OM+4aKKKACiiigAooooAKKKKAMPxnZz6h4H16ztYmluJ9PnjijXq7GMgAfU1gD4P+CWALaXcFiOc6hcf/HK6TxDrZ0S0t2itWu7u7uEtbW3DhPMkYE8sc7QFViTg8DoaZoOuy6rPf2V7ZCy1GwkVJ4Vl81CGXcjq+BlSM9QDkEYoA58fB/wQucaXcDPXGo3H/xynf8ACofBRGP7Nusf9hG5/wDjldxRRYDhv+FQeCf+gZc/+DG5/wDjlI3we8EMpVtLuCp4IOoXGP8A0ZXdUUWA8/8A+FJfD/8A6Ab/APgbP/8AF0f8KS+H/wD0A3/8DZ//AIuvQK5rxB4i1bQo72+OhRz6TZR+bNcfbQsrIFyxSPaQcc8FlJxx2oA5DXvgv4Qi0+JtL0KU3BvLZX23czfujOgl6v8A88y/PbtzWuPgz4EVdo0eYL6C/uMf+h1tan4lvI9WXS9F0kajdLai8m8y58hY42JCDO1ssxVsDAHHJFVv+E1+3W2jf2HpxvbzVYHuUhnm8hYY02hzI2GwQzKuADk/TNAGd/wpjwHnP9jy/wDgfcf/ABdL/wAKa8C/9Aib/wAD7j/4uuo8P60mvaX9q8h7aaOWS3uLdyCYpUYqy5HB5HB7gg1qUWA4M/BrwKXDnSJiw6E39xkf+P0//hUHgn/oGXP/AIMbn/45Xc0UrILnD/8ACofBX/QNuv8AwY3P/wAcqN/g34GcYfSZ2HvqFwf/AGpXeVzPi7xenhiGIRWRvrlirPEsmwRRFwhkY4OBuYADHJ+hILILnJ6r8GvCaajoq2WiTG3e8Zb3F5McReRKRnL8fvBHyP5E1sRfB7wRbkmHS7iMnglNQuBn8pKvat4xurK81VbDRWvrTR0Vr+b7QI2UlBIVjTad7BCCQSvUAZNS3viq5fUVsdA0pdVlWzS9lZrkQKsbkiMA7Wy7bWwDgcckUwMuT4O+B5ceZpVw+Om7ULg4/wDIlK/we8ESLtfS7hl9DqFwR/6MrrNG1W31zRbPVLTcILqJZUDjDLkdCPUdD9KvUrAcGnwa8Cx/c0iZf92/uB/7PTx8H/BIGBplyB6f2jcf/HK7minYDhD8HfA7ddKuD351C4/+OUw/BbwEeuiy/wDgdcf/ABdd9XI6N42GvawtvYQWBs2ZtrPqKi5ZBkeYIApOwkcEsDg5xRYDnLj4N+FP+EosIo9FnOmGzuGnP22cgSh4fL535HymXgf0FaX/AApXwD/0BZP/AAOuP/i6vTeOJopLi8XSC2hW179hmv8A7QA4cOI2cRbeUDnBO7PBOMU/VfGdzZXOrNZaK17YaOB/aFwLgIynYJGEabTvKowJyV64GTQBQ/4Ux4DC7f7Hl25zj7fcY/8AQ6b/AMKV8A/9AST/AMDrj/4uu8hmjuII5omDRyKHRh3BGQafQBwS/BjwGowujygdcC/uP/i6B8GfAinI0eYH1F/cf/F13tFFgOG/4VB4K/6Btz/4Mbn/AOOUz/hTXgUvv/sibf8A3vt9xn/0Ou1vLpLGxuLuUM0cEbSsEGWIUZOB3PFczo3jK5v7/TIL7SorWLVLV7q0lhvBOdihSfMG0beGHILDPGaVkBz1v8IPDH/CUX0cmk3I0xbO3aA/bpwPNLzeZzvyflEXH+JrU/4U74H/AOgXcf8AgwuP/jlWtO8bz3smmXM+jtb6Pqsxhsbz7QGdiQxQvHtGwOFOCGbqM4zSP44mWSS9GkE6DHffYXv/ALQN+/zPKLiLbzGJPlzuzwTjFFkBWX4O+B0Ysml3CsRgkahcAken+sob4PeCHGG0u4Yeh1C4P/tSu6oosgOD/wCFNeBP+gRN/wCB9x/8XR/wprwKDn+yJv8AwPuP/i67yinYLnB/8Ka8Cn/mETf+B9x/8XSN8GPAbY3aPKcet/cf/F1uat4hvtK8QaVZNpSPY39yLUXf2oBlcxu/+r2nIxGe461U1bxjdWV5qq2GitfWmjorX832gRspKCQrGm072CEEgleoAyaLAczpfwa8JPqGsrfaJMLdLxRZZvJgDF5EROMPz+8MnJ5/ACtT/hS/gL/oDS/+B1x/8XWve+Krl9RWx0DSl1WVbNL2VmuRAqxuSIwDtbLttbAOBxyRUZ8aG/h0caDp32661S2a7SKabyFhiXaGLttYg7nC4APOfSgLGZ/wpfwHnP8AY0v/AIH3H/xdB+DHgMnJ0aU/W/uP/i66rw/rSa9pK3iwPbyLJJBPBIQWiljYo6kjg4IPPcYNalFgODHwb8DKjIukzqrAggX9xgg9f467sAKAB0HFLRQAUUUUAFFFFABRRRQAVzfjrRzr3hj+zfs7zxzXtn50aMVJiFxGZDkEEYQMcj0rpKxNd16fTLyw06wsBfajfGQxRPN5SKiAF3Z8NgDco4BJLCgDn/8AhTngb/oFT/8AgwuP/jlH/CnPA3/QKn/8GFx/8crpvD+tjXdPkma2a1ubed7a5t2YN5UqHBG4cEdCD3BFatVzy7lc8u5wn/CnPA3/AECp/wDwYXH/AMcpy/B/wSn3dMuVz6ajcD/2pXc0UnJyVmw55dzhZPg/4IlXbJply6+jajcEf+jKj/4Ut4B/6Asn/gdcf/F131FOEpQVouwm3LVnA/8AClvAP/QFk/8AA64/+LrL1T4M+Ek1HRVstEmNu94y3uLyY4i8iUjOX4/eCPkfyzXV6j4l1TSLpZb/AENI9Ke8S1Fyl6Gl+dxGjmLbjaSV6MSAelRat4xurK81VbDRWvrTR0Vr+b7QI2UlBIVjTad7BCCQSvUAZNV7ap/M/vJsjKPwR+HpOToLE/8AX7P/APF0f8KQ+Hv/AEAW/wDAyf8A+LravfFVy+orY6BpS6rKtml7KzXIgVY3JEYB2tl22tgHA45IrZ0bVbfXNFs9UtNwguollQOMMuR0I9R0P0rMZxn/AApD4e/9AFv/AAMn/wDi6P8AhSHw9/6ALf8AgZP/APF16DRQB59/wpD4e/8AQBb/AMDJ/wD4uj/hSHw9/wCgC3/gZP8A/F16DRQB59/wpD4e/wDQBb/wMn/+LrLn+Cng4eKLCOLQH/sxrO4ac/apseaHh8vnfkfKZeP8BXXt4wjPjODQYLMyQOJVkvvNwqSxqGaMLj5sBlycgAnHJBxV07xvPeyaZcz6O1vo+qzGGxvPtAZ2JDFC8e0bA4U4IZuozjNAGd/wpD4e/wDQBb/wMn/+Lo/4Uh8Pf+gC3/gZP/8AF1oP44mWSS9GkE6DHffYXv8A7QN+/wAzyi4i28xiT5c7s8E4xXY0Aeff8KQ+Hv8A0AW/8DJ//i6P+FIfD3/oAt/4GT//ABdeg0UAeff8KQ+Hv/QBb/wMn/8Ai6P+FIfD3/oAt/4GT/8Axdeg1Dd3UNjZz3dy4jggjaWRz0VVGSfyFAHCf8KQ+Hv/AEAW/wDAyf8A+LrLg+Cng4+KL+OXQH/sxbO3aA/apseaXm8znfk/KIuP8TXW+G/FsviG5fba2ENsI/MwupLLcRg4x5sSrhCQf7xxVfTvG897JplzPo7W+j6rMYbG8+0BnYkMULx7RsDhTghm6jOM0AZ3/CkPh7/0AW/8DJ//AIugfBH4eg5GgsD/ANfs/wD8XWg/jiZZJL0aQToMd99he/8AtA37/M8ouItvMYk+XO7PBOMV2NAHJ/8ACt/Dn93VP/Bvd/8AxyqF38HfA9/N515pVxcS4xvm1C4dsemTJXd0UEqEVqkeff8ACkPh7/0AW/8AAyf/AOLoHwR+HoORoLf+Bs//AMXXoNY/iPXP7BsIZktvtM9xcx2sMZkEal3OBucg7R74P0OaCjlv+FI/D0nP9gt/4Gz/APxdZel/BTwc+o60L7QH+zpeKLLN3MMxeRETjD8/vDJyefwxXTjxu1tp2sSajphivtMmit2t7acTLNJLt8tUcheSXUHIGM1InjJrL+1I/EGnjTrjT7L7eywz+ekkHzAlW2r8wKkFSB1GCc0AZH/CkPh7/wBAFv8AwMn/APi6P+FIfD3/AKALf+Bk/wD8XW5pXia+n1e207WNG/s2a9t2uLQrciYOF27kf5RtcBlOOR154rpaAPPv+FIfD3/oAt/4GT//ABdH/CkPh7/0AW/8DJ//AIuvQaKAPPv+FIfD3/oAt/4GT/8AxdH/AApD4e/9AFv/AAMn/wDi69BrntL8RXt14mv9Gv8ASksjbWyXUcouhL5kbu6DICjaf3ZPU9aAOf8A+FIfD3/oAt/4GT//ABdZegfBXwdJp8rapoEguPtlyq7ruZT5QncRdH/55hOe/fmul07xvPeyaZcz6O1vo+qzGGxvPtAZ2JDFC8e0bA4U4IZuozjNI/jiZZJL0aQToMd99he/+0Dfv8zyi4i28xiT5c7s8E4xQBn/APCkPh7/ANAFv/Ayf/4uj/hSHw9/6ALf+Bk//wAXWlqnjS4sp9WltNGa70zR2C6hdC4CMp2B38tNp37UYE5K+gzXWxyJLGkkbBkcBlYdCD0oA4D/AIUh8Pf+gC3/AIGT/wDxdT2Xwd8C6df219aaK0dzbSrNE/2uY7XUgg4L4PIFd1RQAUUUUAFFFFABRRRQAUUUUAc94s02+u49KvtOhW4utMvluxblwnnLseNlBPAO2QkZ4yO1R+G7DUDrGta5qNobKTUGhSK1aRXeOOJSAWKkruJZjgE4GOa6WigAooooAKKKKACuG8SrrmpeIBZz+HL688O2+yQLaz2wF7JwcSCSVSEU/wAOPmI54GD3NFAHI30GsaX4rn1zTtHfUYr+wit5bdZ443hkjZ2UksQCpEhBwSRt6HNZmn+G9Y8Lr4evrazGp3FpZT2l9bwSqjEyuspaMuQpAdSOSODntivQaKAMDwjpd5pul3D6giR3l9eTXssSNuERkckJu74XaCfXNb9FFABRRRQAV5/4x8D6lqFrrFzpWsX5uL+SBntNtvsIRkwAzpuAUAsBuxnPqc+gUUAef3ej+I9LHiGwsLI6omtIrJfSTRR+VKYFhdpV44+QP8inqRgVZTSdX8K6u1zpOmNq1vPpltZsqzpE0ckG8Kx3kDYwfnGSMdDmu3ooAxvCmjy6B4V03S55Fknt4QJWT7pc8tj2yTitmiigAooooAK8w0XwdqWnWWh6AmixQR6TqX2o6uJY8Sxq7N8oB372UhWBAAGeTxXp9FAHnNx4f106Tf8AhOPTQ1hd6i866n56bI4JJ/OYFM7y4yyjAweDkVY1PSfEFofFGnabpa3dvrzmWG7M6Its7wrE/mKTuIGzcNoOc44rvqKAK9haLYadbWaMWW3iWIE9woA/pViiigAooooAqarDd3Oj3sFhOILyS3kSCY9I5CpCt+Bwa4Lw54VurXWdNlg8Of2HHFbSRanN9pjf7cWXAHyMS3zfPvcA8e5r0iigDzzTNC19rHw14evNNENrodxHJJqHnoyXCQqRGEQHcC3yk7gAMHrTJPD+vf2PP4RXTQbCXUmnGp+emxbdrjzyCmd/mclOmOhzXo1FABRRRQAUUUUAcb4x/tmfVtC/s7w9d38On3y3kk0U8CBh5UqFQHkU7suD0xjvVK+07xFav4jg0/R/tEevqJY5WuI1FnK0KxOJQTkgbA3ybs8j3rv6KAOITSdX8K6u1zpOmNq1vPpltZsqzpE0ckG8Kx3kDYwfnGSMdDmq2n+G9X8Kf8I/eWtn/astrp0ljewQSpG253WTehcgEBlYYJBwQe2K9AooAwfCOl3el6PKb9US8vLue9mjRtyxtLIW2A98AgZ9Qa3qKKACiiigAooooAKKKKACiiigArmfENlqMXiDSNe02yN+1nHPbz2qSKjtHLsO5S5C5DRrwSOCa6aigDn/AAlpl7YWV/cahEsN3qN9LevArh/JDYVU3DgkKq5I4znFdBRRQAUUUUAFFFFAHCT/ANu6h4w8/VfDN/LptjcY05Ibi2MRIOPtMmZQxbrtXb8o5wWPCanpmv2Vz4ntdM0tbyDXf3kNx9oRFtpGhWJvMDHcVGwMNoYnJHFd5RQBxCaTq/hXV2udJ0xtWt59MtrNlWdImjkg3hWO8gbGD84yRjoc1veFNHl0DwrpulzyLJPbwgSsn3S55bHtknFbNFABRRRQAU2RS8bKGKkggMvUe4p1FAHnSeAdTsNf8Orba7qNxplktwJjIlsCgcLkEiMM3mHdublu+QTmnaZoWvtY+GvD15pohtdDuI5JNQ89GS4SFSIwiA7gW+UncABg9a9DooA85k8P69/Y8/hFdNBsJdSacan56bFt2uPPIKZ3+ZyU6Y6HNejUUUAFFFFABVDW9NGsaBqOll9gvLWW3L/3d6lc/rV+igDzzQ/DmpNe+Ho7jQotKi0e0kt550mjYXW6MJtTac7SfnJcA5A4o0zQtfax8NeHrzTRDa6HcRySah56MlwkKkRhEB3At8pO4ADB616HRQB5zJ4f17+x5/CK6aDYS6k041Pz02LbtceeQUzv8zkp0x0Oa9GoooAKKKKACub8baXe6to9vBa2wvIUu45LuyMgj+1QjOY8njrtOCQDtwetdJRQB5rD4R1N9G1hbDS49IhN3a3mm6XJMpVJIXV3J2FlQSFQMAkDGe5q3qHhzVfF765cX1idJ+06QdNtYppUkfcWLmRthIC52ADJPB6V39FAHH2NvrmteJ9L1PVdJ/syPTLaZSGnSQzzSBQSmwnCAK3LYJyOOK7CiigAooooAK4iIa1L8Q7y9m8NX0enXNjFYfaDcW+BsklYyECTdtIkGOM+1dvRQB55pmha+1j4a8PXmmiG10O4jkk1Dz0ZLhIVIjCIDuBb5SdwAGD1pknh/Xv7Hn8IrpoNhLqTTjU/PTYtu1x55BTO/wAzkp0x0Oa9GooA8/1PR/EFvF4o0jTtMW5t9ekeSG9M6KtsZYljk8xSdxxtLDaDnOOK7q0t1tLOC2QkrDGsYJ7gDFTUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAH/9k=",
+      "text/plain": [
+       ""
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "run = client.run(\n",
+    "    \"farm_ai/segmentation/auto_segment_s2\",\n",
+    "    \"SAM - Automatic Segmentation\",\n",
+    "    geometry=geom,\n",
+    "    time_range=time_range,\n",
+    "    parameters={\n",
+    "        \"points_per_side\": 8,\n",
+    "        \"spatial_overlap\": 0.0,\n",
+    "        \"n_crop_layers\": 1,\n",
+    "    },\n",
+    ")\n",
+    "run.monitor()\n",
+    "\n",
+    "seg_mask_8pps_1croplayer = color_autoseg_masks(run.output[\"segmentation_mask\"][0])\n",
+    "\n",
+    "plot_autoseg_masks(\n",
+    "    run.output[\"s2_raster\"][0], {\"Segmentation masks\": seg_mask_8pps_1croplayer}, geom\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Sampling more points and/or increasing the number of crop layers can help the model identify otherwise missed entities in the input region. However, these will also increase considerably the number of intermediary masks and the computation time.\n",
+    "\n",
+    "Besides that, different set of parameters may yield better results depending on the size of the region of interest and the entities that we aim to segment. \n",
+    "\n",
+    "In the next sections, we will explore a few of these parameters and understand how they affect the end result.\n",
+    "\n",
+    "## Exploring the workflow parameters on a larger region\n",
+    "\n",
+    "For this set of experiments, we will define a geometry that is slightly larger than the previous one:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {
+    "metadata": {}
+   },
+   "outputs": [],
+   "source": [
+    "geom = shpg.Point(-119.21896203939313, 46.44578909859286).buffer(0.15, cap_style=3)\n",
+    "time_range = (datetime(2020, 5, 1), datetime(2020, 5, 5))"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "We will start by using `points_per_side = 8`, which will sample `8*8 = 64` points in a grid for each chip:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {
+    "metadata": {}
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "4a7985b4ee454c0d9dd8471008bf4f2f",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Output()"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/jpeg": 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",
+      "text/plain": [
+       ""
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "run = client.run(\n",
+    "    \"farm_ai/segmentation/auto_segment_s2\",\n",
+    "    \"SAM - Automatic Segmentation\",\n",
+    "    geometry=geom,\n",
+    "    time_range=time_range,\n",
+    "    parameters={\"points_per_side\": 8, \"spatial_overlap\": 0.0},\n",
+    ")\n",
+    "run.monitor()\n",
+    "\n",
+    "s2_raster = run.output[\"s2_raster\"][0]\n",
+    "seg_raster_8pps = color_autoseg_masks(run.output[\"segmentation_mask\"][0])\n",
+    "\n",
+    "plot_autoseg_masks(s2_raster, {\"8 points\": seg_raster_8pps}, geom)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Even though the workflow was able to identify several fields, we see a lot of them were missed in this initial segmentation. With a larger region, each individual field is smaller and the workflow is not able to identify most several fields, because SAM is only able to segment those in which a point of the sampled grid falls. To improve the segmentation, we can increase the number of points sampled in the grid, which will increase the chances of sampling points inside the other fields.\n",
+    "\n",
+    "Let's increase the number of points sampled in the grid to `points_per_side = 16` and run the workflow again."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {
+    "metadata": {}
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "b64158963efa4a0bb45161d5efa7b4c0",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Output()"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/jpeg": 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",
+      "text/plain": [
+       ""
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "run = client.run(\n",
+    "    \"farm_ai/segmentation/auto_segment_s2\",\n",
+    "    \"SAM - Automatic Segmentation\",\n",
+    "    geometry=geom,\n",
+    "    time_range=time_range,\n",
+    "    parameters={\n",
+    "        \"points_per_side\": 16,\n",
+    "        \"spatial_overlap\": 0.0,\n",
+    "    },\n",
+    ")\n",
+    "run.monitor()\n",
+    "\n",
+    "seg_raster_16pps = color_autoseg_masks(run.output[\"segmentation_mask\"][0])\n",
+    "plot_autoseg_masks(s2_raster, {\"16 points\": seg_raster_16pps}, geom)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "This time the workflow was able to segment more fields. Let's further increase the number of points sampled in the grid to `points_per_side = 32` and see the results. "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {
+    "metadata": {}
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "419cba6e33f247c7b002b5bd18c4dbff",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Output()"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/jpeg": 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",
+      "text/plain": [
+       ""
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "run = client.run(\n",
+    "    \"farm_ai/segmentation/auto_segment_s2\",\n",
+    "    \"SAM - Automatic Segmentation\",\n",
+    "    geometry=geom,\n",
+    "    time_range=time_range,\n",
+    "    parameters={\n",
+    "        \"points_per_side\": 32,\n",
+    "        \"spatial_overlap\": 0.0,\n",
+    "    },\n",
+    ")\n",
+    "run.monitor()\n",
+    "\n",
+    "seg_raster_32pps = color_autoseg_masks(run.output[\"segmentation_mask\"][0])\n",
+    "plot_autoseg_masks(s2_raster, {\"32 points\": seg_raster_32pps}, geom)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "With 32 points per side, most of the fields are identified. For comparison, we will plot all three results side by side:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {
+    "metadata": {}
+   },
+   "outputs": [
+    {
+     "data": {
+      "image/jpeg": 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+      "text/plain": [
+       ""
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plot_autoseg_masks(\n",
+    "    s2_raster,\n",
+    "    {\"8 points\": seg_raster_8pps, \"16 points\": seg_raster_16pps, \"32 points\": seg_raster_32pps},\n",
+    "    geom,\n",
+    "    figsize=(20, 15),\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "As we can see, increasing the number of sampled points has a huge impact on the quality of the output mask. There is no golden rule for selecting the number of points, but we advise considering the size and characteristics of the entities of interest in the input region.\n",
+    "\n",
+    "Despite the quality in segmenting the fields on the right part of the image, the workflow still has some limitations. It misses segmenting as a single entity the large land mass on the left part of the raster, as well as the river surrounding it. This is because the model is not able to segment large entities that span multiple chips, which is the case for those two. As chips are considered in isolation, output masks are limited to elements contained in a single chip.\n",
+    "\n",
+    "Because we are processing chips, however, we might have cases in which one element falls in the border of the chip. To address such cases, we suggest increasing the `spatial_overlap`. Let's compare two workflow runs with `points_per_side = 8`, without spatial overlap and with an overlap of `0.5` (half the size of a chip)."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {
+    "metadata": {}
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "eed9306115ef44efb3fa47f114778113",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Output()"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/jpeg": 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+      "text/plain": [
+       ""
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "run = client.run(\n",
+    "    \"farm_ai/segmentation/auto_segment_s2\",\n",
+    "    \"SAM - Automatic Segmentation\",\n",
+    "    geometry=geom,\n",
+    "    time_range=time_range,\n",
+    "    parameters={\n",
+    "        \"points_per_side\": 8,\n",
+    "        \"spatial_overlap\": 0.5,\n",
+    "    },\n",
+    ")\n",
+    "run.monitor()\n",
+    "\n",
+    "seg_raster_8pps_half_overlap = color_autoseg_masks(run.output[\"segmentation_mask\"][0])\n",
+    "plot_autoseg_masks(\n",
+    "    s2_raster,\n",
+    "    {\"8 points\": seg_raster_8pps, \"8 points 0.5 overlap\": seg_raster_8pps_half_overlap},\n",
+    "    geom,\n",
+    "    figsize=(20, 15),\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "We can also experiment with the `n_crop_layers` parameter to break each chip into smaller images to be segmented individually.\n",
+    "\n",
+    "Let's compare the results of the workflow with `n_crop_layers=0` and `n_crop_layers=1`, with the other two as their default values."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {
+    "metadata": {}
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "10c9404ba09349b7982624a041a1b277",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Output()"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/jpeg": 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",
+      "text/plain": [
+       ""
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "run = client.run(\n",
+    "    \"farm_ai/segmentation/auto_segment_s2\",\n",
+    "    \"SAM - Automatic Segmentation\",\n",
+    "    geometry=geom,\n",
+    "    time_range=time_range,\n",
+    "    parameters={\n",
+    "        \"points_per_side\": 8,\n",
+    "        \"spatial_overlap\": 0.5,\n",
+    "        \"n_crop_layers\": 1,\n",
+    "    },\n",
+    ")\n",
+    "run.monitor()\n",
+    "\n",
+    "seg_raster_8pps_1croplayer = color_autoseg_masks(run.output[\"segmentation_mask\"][0])\n",
+    "plot_autoseg_masks(\n",
+    "    s2_raster,\n",
+    "    {\"8 points\": seg_raster_8pps, \"8 points 1 crop layer\": seg_raster_8pps_1croplayer},\n",
+    "    geom,\n",
+    "    figsize=(20, 15),\n",
+    ")"
+   ]
+  }
+ ],
+ "metadata": {
+  "description": "Automatically segment Sentinel-2 imagery with SAM workflow.",
+  "disk_space": "",
+  "kernelspec": {
+   "display_name": "farmvibes-ai",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.8.18"
+  },
+  "name": "Automatic Segmentation of Sentinel-2",
+  "orig_nbformat": 4,
+  "running_time": "",
+  "tags": [
+   "Sentinel",
+   "Remote Sensing",
+   "Segment Anything Model"
+  ]
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/notebooks/segment_anything/sentinel2_segmentation.ipynb b/notebooks/segment_anything/sentinel2_segmentation.ipynb
index f5c8c549..16fa58df 100644
--- a/notebooks/segment_anything/sentinel2_segmentation.ipynb
+++ b/notebooks/segment_anything/sentinel2_segmentation.ipynb
@@ -6,7 +6,7 @@
    "source": [
     "# Segment Anything Model (SAM) Workflow with FarmVibes.AI\n",
     "\n",
-    "This notebook demonstrates how to segment Sentinel-2 imagery, using a FarmVibes.AI workflow that leverages [Segment Anything Model](https://github.com/facebookresearch/segment-anything) (SAM). \n",
+    "This notebook demonstrates how to segment Sentinel-2 imagery, using a FarmVibes.AI workflow that leverages [Segment Anything Model](https://github.com/facebookresearch/segment-anything) (SAM). **We currently only support Unix-based systems (Linux and MacOS) for running this notebook.**\n",
     "\n",
     "**Note:** if you are interested in an example that runs SAM outside of FarmVibes.AI cluster, refer to the `sam_exploration.ipynb` notebook.\n",
     "\n",
@@ -31,12 +31,7 @@
     "\n",
     "Before running this notebook, make sure to set up a micromamba environment with all the required dependencies for FarmVibes.AI.\n",
     "\n",
-    "**If you are importing the ONNX files to your cluster for the first time**, make sure the following environment is configured:\n",
     "\n",
-    "```bash\n",
-    "$ micromamba env create -f env_cpu.yaml\n",
-    "$ micromamba activate segment_anything_cpu\n",
-    "```\n",
     "\n",
     "**If you already have imported the ONNX files to your cluster**, the standard environment provided in the [README file](../README.md) is sufficient, as most computation will be done within the cluster.\n",
     "\n",
@@ -53,7 +48,14 @@
     "\n",
     "Before running SAM workflows in FarmVibes.AI, we need to add the model to our cluster. We provide a script that downloads the original weights from the [official repository](https://github.com/facebookresearch/segment-anything) and separately converts the image encoder and prompt encoder + mask decoder to ONNX format. The script also adds the ONNX models to our cluster, allowing them to be used in workflows.\n",
     "\n",
-    "To run the script, execute the following command **in the repository root**:\n",
+    "**If you are importing the ONNX files to your cluster for the first time**, make sure the following environment is configured:\n",
+    "\n",
+    "```bash\n",
+    "$ micromamba env create -f env_cpu.yaml\n",
+    "$ micromamba activate segment_anything_cpu\n",
+    "```\n",
+    "\n",
+    "With the environment activated, execute the following command **in the repository root**:\n",
     "\n",
     "```bash\n",
     "$ python scripts/export_sam_models.py --models \n",
@@ -81,7 +83,15 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### Imports"
+    "### Imports\n",
+    "\n",
+    "**If you already have imported the ONNX files to your cluster**, the standard environment provided in the [README file](../README.md) is sufficient, as most computation will be done within the cluster.\n",
+    "\n",
+    "```bash\n",
+    "$ micromamba activate farmvibes-ai\n",
+    "```\n",
+    "\n",
+    "Let's start the notebook by importing the necessary libraries:"
    ]
   },
   {
@@ -91,19 +101,14 @@
    "outputs": [],
    "source": [
     "import os\n",
-    "import sys\n",
-    "\n",
     "from datetime import datetime\n",
+    "\n",
+    "from notebook_lib.utils import plot_rasters_prompts_masks\n",
     "from shapely import geometry as shpg\n",
     "\n",
     "from vibe_core.client import get_default_vibe_client\n",
     "from vibe_core.data.core_types import DataVibe, ExternalReferenceList, gen_guid\n",
-    "\n",
-    "# Add shared notebook library to path\n",
-    "sys.path.append(\"../\")\n",
-    "from shared_nb_lib.utils import create_geojson_file_from_point\n",
-    "\n",
-    "from notebook_lib.utils import plot_rasters_prompts_masks"
+    "from vibe_notebook.utils import create_geojson_file_from_point"
    ]
   },
   {
@@ -138,7 +143,9 @@
     "        storage_dir = f.read().strip()\n",
     "    print(f\"Cache directory set to '{storage_dir}' by reading '{storage_config_path}'\")\n",
     "except FileNotFoundError:\n",
-    "    print(f\"Could not find FarmVibes.AI cache directory at '{storage_config_path}'! Please assign the correct value to `storage_dir`\")"
+    "    print(\n",
+    "        f\"Could not find FarmVibes.AI cache directory at '{storage_config_path}'! Please assign the correct value to `storage_dir`\"\n",
+    "    )"
    ]
   },
   {
@@ -373,11 +380,13 @@
     {
      "data": {
       "text/html": [
-       "
    - spatial_overlap (default: 0.5): Spatial overlap between chips in the range of [0.0, 1.0).     \n",
+       "
    - spatial_overlap (default: 0.5): Percentage of spatial overlap between chips in the range of   \n",
+       "    [0.0, 1.0).                                                                                     \n",
        "
\n" ], "text/plain": [ - " - \u001b[1mspatial_overlap\u001b[0m (\u001b[34mdefault: 0.5\u001b[0m): Spatial overlap between chips in the range of [0.0, 1.0). \n" + " - \u001b[1mspatial_overlap\u001b[0m (\u001b[34mdefault: 0.5\u001b[0m): Percentage of spatial overlap between chips in the range of \n", + " [0.0, 1.0). \n" ] }, "metadata": {}, @@ -429,28 +438,13 @@ { "data": { "text/html": [ - "
    - ingest_points: Adds user geometries into the cluster storage, allowing for them to be used on \n",
-       "    workflows.                                                                                      \n",
+       "
    - s2_segmentation: Runs Segment Anything Model (SAM) over Sentinel-2 rasters with points and/or \n",
+       "    bounding boxes as prompts.                                                                      \n",
        "
\n" ], "text/plain": [ - " - \u001b[1mingest_points\u001b[0m: Adds user geometries into the cluster storage, allowing for them to be used on \n", - " workflows. \n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
    - sam_inference: Runs SAM over the input Sentinel-2 raster with points and bounding boxes as    \n",
-       "    prompts.                                                                                        \n",
-       "
\n" - ], - "text/plain": [ - " - \u001b[1msam_inference\u001b[0m: Runs SAM over the input Sentinel-2 raster with points and bounding boxes as \n", - " prompts. \n" + " - \u001b[1ms2_segmentation\u001b[0m: Runs Segment Anything Model (SAM) over Sentinel-2 rasters with points and/or \n", + " bounding boxes as prompts. \n" ] }, "metadata": {}, @@ -485,10 +479,12 @@ "metadata": {}, "outputs": [], "source": [ - "geom = shpg.Point(-119.21896203939313, 46.44578909859286).buffer(.07, cap_style=3)\n", + "geom = shpg.Point(-119.21896203939313, 46.44578909859286).buffer(0.07, cap_style=3)\n", "time_range = (datetime(2020, 5, 1), datetime(2020, 5, 5))\n", "\n", - "roi_time_range = DataVibe(id=gen_guid(), time_range=time_range, geometry=shpg.mapping(geom), assets=[])" + "roi_time_range = DataVibe(\n", + " id=gen_guid(), time_range=time_range, geometry=shpg.mapping(geom), assets=[]\n", + ")" ] }, { @@ -512,36 +508,32 @@ "name": "stderr", "output_type": "stream", "text": [ - "/anaconda/envs/dev-vibes/lib/python3.8/site-packages/pandas/core/dtypes/cast.py:118: ShapelyDeprecationWarning: The array interface is deprecated and will no longer work in Shapely 2.0. Convert the '.coords' to a numpy array instead.\n", + "/home/rpadilha/TerraVibes/y/envs/farmvibes-ai/lib/python3.8/site-packages/pandas/core/dtypes/cast.py:127: ShapelyDeprecationWarning: The array interface is deprecated and will no longer work in Shapely 2.0. Convert the '.coords' to a numpy array instead.\n", " arr = construct_1d_object_array_from_listlike(values)\n" ] } ], "source": [ "point_list = [\n", - " # Prompt 0 - River points\n", - " shpg.Point(-119.26547198690993, 46.451875370803414), \n", - " shpg.Point(-119.26336098664864, 46.4655760422024), \n", - " shpg.Point(-119.26312845986224, 46.43954823602075),\n", - " shpg.Point(-119.2608366093817, 46.43542519065661),\n", - " shpg.Point(-119.26424972761195, 46.414014420571874),\n", - " shpg.Point(-119.26738020466517, 46.50954827923965),\n", - " # Prompt 1 - Crop field point\n", - " shpg.Point(-119.20314156716711, 46.450779271211765),\n", - " # Prompt 2 - Another crop field point\n", - " shpg.Point(-119.2075790583149, 46.43965317746578),\n", - " ]\n", - "prompt_ids = [0, 0, 0, 0, 0, 0, 1, 2] # grouping points with different ids\n", - "labels = [1, 1, 1, 1, 1, 1, 1, 1] # all foreground\n", + " # Prompt 0 - River points\n", + " shpg.Point(-119.26547198690993, 46.451875370803414),\n", + " shpg.Point(-119.26336098664864, 46.4655760422024),\n", + " shpg.Point(-119.26312845986224, 46.43954823602075),\n", + " shpg.Point(-119.2608366093817, 46.43542519065661),\n", + " shpg.Point(-119.26424972761195, 46.414014420571874),\n", + " shpg.Point(-119.26738020466517, 46.50954827923965),\n", + " # Prompt 1 - Crop field point\n", + " shpg.Point(-119.20314156716711, 46.450779271211765),\n", + " # Prompt 2 - Another crop field point\n", + " shpg.Point(-119.2075790583149, 46.43965317746578),\n", + "]\n", + "prompt_ids = [0, 0, 0, 0, 0, 0, 1, 2] # grouping points with different ids\n", + "labels = [1, 1, 1, 1, 1, 1, 1, 1] # all foreground\n", "\n", "filepath, gdf, fid = create_geojson_file_from_point(point_list, labels, prompt_ids, storage_dir)\n", "geom_collection = ExternalReferenceList(\n", - " id=f\"geo_{fid}\", \n", - " time_range=time_range, \n", - " geometry=shpg.mapping(geom), \n", - " assets=[], \n", - " urls=[filepath]\n", - " )" + " id=f\"geo_{fid}\", time_range=time_range, geometry=shpg.mapping(geom), assets=[], urls=[filepath]\n", + ")" ] }, { @@ -556,6 +548,30 @@ "execution_count": 7, "metadata": {}, "outputs": [ + { + "data": { + "text/html": [ + "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "2a4593c19a49493e9370f351cf0383b5",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Output()"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
     {
      "data": {
       "text/html": [
@@ -568,7 +584,11 @@
     }
    ],
    "source": [
-    "run = client.run(\"farm_ai/segmentation/segment_s2\", \"SAM segmentation\", input_data={\"user_input\": roi_time_range, \"prompts\": geom_collection})\n",
+    "run = client.run(\n",
+    "    \"farm_ai/segmentation/segment_s2\",\n",
+    "    \"SAM segmentation\",\n",
+    "    input_data={\"user_input\": roi_time_range, \"prompts\": geom_collection},\n",
+    ")\n",
     "run.monitor()"
    ]
   },
@@ -588,7 +608,7 @@
    "outputs": [
     {
      "data": {
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JYKf9EcNgxP1G8Y5UEkA1wPhn9nvWxp1x4gh/seexksJfKmibKscbRglQOp/DNa+ufDjx/wCPNWh1bx34mhOyGKP5B8yxhF+VUCgAjv6tuOTnJ7Pwj4M0XQvD154e0OwJtb4It694xle4KnKnbjCcnsM9smq56kKSTldnoUsBCtWbjScYdLyd/wBTyPSvAegWEj/8SWLVb5VJEMUamCI9PnI+8c44HFay/CG+127SfX4bWMle0CbVXHRQMD9fwr2nUfgjrfhrw/bazqWnS2+n/aY1e3t4AZSrDO/anOBx6H2rq9Rv/gf4O0S+0Lwzam7v5dMVrW4EYmacsM8Nn5D6gDtWUsWlbl1uejQyaCVqslGPZu1/1Z81ah8BNIhuSY7pGhZgI2FmoPTOOv8AnNbHhf4PeB9FvkuLjTEvPMVo3Z41+XIwflI9D1xXZa7oEdzpWm3s2pxLNKrE2ELfvFDMcMxzySB9B0qXwp8OdT8Ya5B4N8HX9zdaleyiOzSCIs0Jwcls4GB1J7YPaieISjZyMIYLDwrWjC70t137XPIvF1no0Wt3Gn6DokFlbRuYwtpZjdKRwcsRxk545HFZuj+B21u+S1lisGkZCojuZUjCHBJJJHB47V98/DX/AIJ9p4Y1Wz1f40R6PeWEcrf2lYwyytLNGwwpJXABBOeD2znvXtN3/wAE+/2LTaea3wht42YfJHa6hcCVv95t5A9+tcE84oQdld+a/wCHPSp8KZhWbqSstdnp+SZ+SXiHw7DoVjZs2n2m29t/tCCOEFgPMZcE+vy549RX25+x/wDFf4C+D/CH9k/FLwPayw30FvPc6omlrLPbXCRJHJGUYYZJI0jYMvKPnIYE4+i1/Y9/Zd8LaZaWs3wR0PUHhZhaTaqstxLGm/dtyz7Tyx/h715V+298Wv2XvhXZ6Z4e8J+AtP07xF9neSePT4/KCBmwjyk5UAhc4UFj2B7c1XGwzFqioy9TuwWTV8kqSxdetFLSy/Pt8iS5/ab/AGXLy5vk8HfDNriGxLL5cvh1FOQMgsWUbFPQE/Wvkj9tf44+FfiTr0Unhfw5plrai2MVpHa20QVQeJJPlHflAT1BY9Nprzvx38atW1mO407S5/Lt5zmZETZGxzx8mfmI7FunUKteeO1xNI0s8hZiclmOSa78LgKWHlzJu/mz5vO+Ka2MoPD02rPdpW+7f8xI7GwLjFjF7fuxX6P/APBOX4q+CPjx8Nv+FUeJ/Cujy+IvDsSqsjafF5l7aA4WQDbl3BIU/wDAT3r88vCnhzXPGGv2fhvw3pc99f31wsFpaW8ZeSWRjgKoHUk1+rP7EX7AWjfszzDX/FMktz4m1DTkS6u1UbdPJCloYyuQfnByx6hQOB1xzapSjQtN69DPg2jmE8x56SvBaTvtZ7fPset/8Kl+HFw0dncfD/Tbe1K7J2j0mJmwCNzHC9cDH4k18r/8FifAvgzR/hf4Q0/wZ4S06Jf7QuJnltbBRK6LEv38KOBkn86/Q5LXTtF0EwTMJI1gYoy4+8VI/Cvgz/gqLr1xBD4SNi4LTxXheOW3Rgq/ugANwNeFl1af1yLb0V/yP0TPqMXlNSOzdvzR8wf8EjU8OW//AAUR+DVtfadAZn+LnhhrWQRjIZdVt8AcepU5/wBk+tf1z1/KF/wTn0PT7T/gof8AAe90/SYUn/4XF4aLPFCAQDqlvu6e2a/q9r9EyyoqsJNdz86ownSpKEugUUUV6hoFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAH8tum6F4TvdK0iPUNHtbWxjsLdNgsbeLYzIMsd45/Ln1GK9R074V2Pxb8PXPhOw8S6LBYWhF3ezS6TBiLy1YKCypnHOcDPP4Vy3wu+Hc3iTwjpb6dJeJfRWcBt45oy6t+7HOWXgc8dfY10tz4J15NbutK1O7m0hIUBvhDZs0V0+AVGUPy+p4HuK+GqSTdk9T6yK0Wh56/wACNItrUwvOt8kg+UwWaQCRsHC5lPI+ikn2p2l6JpGgaTcaXL8LbQ209uYZGMcUsgUsCWC7cg57ha9p8Q/DKLwx4B0W61DxbbXl9dzlrK2ihLSEjODufgEYAGD35qPSvh7aaho88U8DLqksZb7LJY8qPvclQDg9SDkDvUe2TV2wULPY88+Hnh/4fF4dVuPDGnl0dYU024tYUaeQnsCMsMdeg9q6TWpPhNZ6bs/4QnQrPVZ2MSzWWnW7PaqDg7lUHrnaAx4AJFbGiaNrN3ol/puh+HrOC/tx5dzDdPkSAZIZVAAUnv6479K07/4G+CLXweuq3Pi1hrD3axnRyuI1Lc7VLkAHgnJxgYodRc2rLUdNjxn4naZ4d0TxN4f8d6vodhqc+marHN9jm09P9MjhdXaFozkbGXKkDg7unWvv/wAH/Bn9nS5Nnruk/BvwZNaXkKSQzxeG7QrLE6gqwPl8ggg18PfETwhYxaodL1q0mhtntwlncNcLI8M2BjEmSrKcdCfX0r6w/Yg8bHxd+z9p2lXJP2zwzcy6LeKFIVfJ2mILycgQSQ/jkdq/HPGnD4+GT4bMMLUlHkk4S5ZNaTV03Z20cbX7yt2DC0MJLGfvaak5K2qT1WqSvrs2+2nTr3Or/s6/s9W2ywg+BPg1EtMwxonhi0AVAflAHl8ADj8K5z4lfst/AbxT8NfEHhu2+DXhi2lv9FureK5svDdqJoXeFlV4yI8h1JBU+oFekzzyXMhllOWOMn1p0Jr+daGf53QqxqRxNS8Wn8ct079z06uWZfUi17KKv15Vf12Px78CeGvAV5cw3GraLDZ2VwsLFra0hlkDkMjhVYrnJVW7/fAr3L4teF/gnafC/wAJ6T4E8PI7vazyyyXNhChuZkdYiZAvCkBeM5JByOtcbpvwxXwJ+0/ffBnxHGfsel6pexxQttP2pTl4ZCcDG6MJwOPm7EVxPwk+KHjNvj54x+E3j3XPtGlWIu47C0nUIlmyTBY/JIHyZXAx0PBOTX94U6sMdTVajK8XFST7xez+4+ajmP1dUqbjZzlb0bSbX4nrXwN8YeBPh/evPrvwm07Uba7VIZJ7e3iSaAM4k3rvUrnpleM47V9QeO/hB8OrYWUsnhHQ45bqDztp0qMMqH7pZSMZ68Zr5P8AAF54PsPHPh7XtdubqLT7e6jk1G6TLttjkHmfKP8AZZexOM19h/FSTQvE2qp4n8KX0ktm9oj2t0WLLKhUFWXPQEH61wYpNVVZn01OcJU0+u33aHH2Pw7+HlrE5l8DaOxlI8uSbSYiVPQ4GO/0qn8XfgD8E/iJ8Przwv4u8C6RJm3LQpp9jHDNvHI2uoGD0/Hg11miATGKS8vJGw58xfKJJ44AqDxhdLdzRGLTnhnztyWHzjp0zzWKnOLumyalGnWg4SSs1Y/HrxJ4VtvD+t3Oj3ejxxS28zRskkABGD34qs2kacvyNpsAJb/nitfSf7XXwZg1j456tceEtUtoJppA91FckLGsm0btjDOckNwQMY4zXlvhPS/A3hH4h2lt4ku4PEt2l9Glvp2nljBNKWAHmMQpK56qAN394V9JTrOcE+5+O4rKcZhsU6ctI3spPZrufbv7Fn7LvwG0f9gH4kePfibFo1nrttYI9pBfafC9zcPOqonlbvmAQNglQTu+or0eXxF8F/h98OdFh8f+DNB0+7OmwSGwOmxG43+QuQV25+97ZzmvnDW/2kfG9/qtrHc3gNrpV1cT6fpccKi3SbLGKZoskMyu24Fi2CFwOK8s1/xv4h1HxC8Ouz3F7r2pTpuN5I3HmDKs7Hk5BBwOMHr2rz6tCdZ3m7ej3P0elXw+VYWNNa2Vlddflvd3PR/jJ8SvDvxCvxZW3hDRdP023ZpUD2MSzMgIBckLwvt0+p5ryXx7pF546httO+HvhaxTT7ouzXotk2FlOGLNjK46AY759K6Txd8FfG81rZ6ff3EtkdQ2zXRnj23F2pGUKoOQpBGxem059M3dGtfh18PSvhPW/iHoui3TpgwXkhnmTHHzonyo3X5XZeeoraMowglH/MzqwqVlL6z7kX5pN9kr6eT2/A4vRPhR4N+HtilzqmmWFxcsP3tzLArYbH3UXHv2Gea2J9Cs7eMat430ix8M6RJZy+Xd6jbRR3F2DGQoiibDNkkDKg4HOe1UP2iPiLZ/CrUtPs/hgxbVbq1aefxDdss0wjJIUQjHlxA4JyoyMDDV4JrXiPWvEepS6xr+r3N5dTNuluLudpHY+7NkmtKcKtaPNey/E8LMs4hgJPC0YW5eienzlu/NK3+JncR638GNFuFe90S41x0YbktoktYSPZ2VnP8A3wK9W1j40fs7Wv7OWoJ8Jfhla6Z4nvL/AMm7nvWE9xbxyDJ8suDlcIQGUjGfug4J+aCzjGenc1f0tGksrgxoxCsmcDvzXQ6adtT52nm+LXMrL3k1tt5p7kcttZTzefNZRO7H5meMEn9KibTtOc7E02Ec8YiHP6VYkk3nawAI67utAkBjCK3A7Ae9b3aPL5pbssaLpulWt/bTz6VaSBJlJheFT5nOdpHoe9W/H17p17461q9k0i0j87Up2VYoRtRd5wijHAAwBUfhy1uJ9VtbeHHmS3CqCBlueK90+On7NngjQPH2s/Efw54iuNb8Hosc0l1Z2EqgzsF8xMso+XzN3IHcZx1rKdSMaiUnv/wD0cJgq+MoScPhi1fy0evoramR+x3+wj43/bFv9Y1Dw/c6P4e0Hw9Z+dqeu6yqrDHuyF6YzyOTnAAP0riPi5+zp4e8CeN7nwXB8RPC2pTWNy8K3lruWK75ADKSv3T1Bxg+tdJpvxA+JN/9ntPhtb3Gk6fLcR+U0sW6F9h+VpBgrtHXbtJ+vSsXT/gxeajqb61471ySYzHzJI7aTdLI5OfmdhxnueaUJVfaNuVl0R6ccHhZUlTw8HOS3k20vl/VzN1L9n/XfDPhMnW4tKjD3qkOzBcKEOT8yjj5hVbRvBVhAixeE/DsdzctJsbU7m2TYpHXywwwO3zH1r2TTfAcfiTTtL8H6boUbw2zv/Z1qF8103nLfO+e/PJAHPSt+1+ENj4e8aadpvxMmkt7K7gDq0I2xxHdgRu4+VSSB371DxCirSep6dPJ25KUdFpq3e3zskvW1/Q8M0/4G2moSvLrMkMTsfvC3VnLevbjPt+NQRfAfR0uBFe3CAYyWS1UZHY96+g/iH4g+G934Xg8O/DrRSJ01ArcL5O3aM4G6TcdwPrXD+JPC1iPElxH/b6TocFprQ4SIgYwRzwCMY61McU3G7disRluEo2t73mn3OW0n4Z/Dzw9pF5HeeG4LlETzy8qK2/APHqOCelcBf2pvmYW1hFCN25beC0EcSDj2GeCRnGa+i/hN+z142+OWrNoHw/u2m+zR7r+7lTbbkHOFZm6HpwOuDgHmvpP4NfsDfCrRtQl0v43eHdK1v7bEn2K3tJ51WCRRlwWJXg9efQ1zVcxo0G+Z3fY6aWRYnMFFUY8sNr9Pw3/AB1PzitfAMV5YXF+bfTp/LdN7NMgc722gKMZYev0zVjw7ZQ+F/ixYWVxplrL9g1URyrDbDbIqsAw6cggGv1S1n/gnv8AsceX5enfCxI7jqDY6lcIiH3yx3fkO/NaFt+zr+zF4N8SDVo/gH4akuUUtc3Js3kklZl5JaR25OecY61yzzqk1ZJv7v8AM6v9UMfzxtUjFJrvt9x4z8Kfjr+yb4c+F9po3j7wBEk+jWfkWc9hoYnOpRLjypWyC8cgjG11wQxAYEcgQ6l+1T+zta6EPEel/DO1e2cjZNdaHFHEqkE4yV+dgcLtXJJPFeaftr/tDfs/aZ421jw58F/D9paQwy+TMbdD9nBTClY0b5nOQehVePvA8V8g+Ovidr/i1VtGu5BbxEiBGb7gPUKBwgPoo57knmpoZdSrJVJcyvrZs2zLiWOVL2NKcZtK2i/X/gGt+0V45svHnjy/vE0mzi867Msywwx4B5CRgpxhVz043M2MgCuS8GatJ4P8UWXivRra3S60+5WeAyQKyllOQCpGCD0IPUGsxQ6jcxOe9el/stfs6+M/2mfixYfDjwnZSlJW83U75UyllbL9+VieBgcDPViB3r15ONKk+Z6JfgfnDq4zMMepRu5yelu5+mf7NWv/AAm/aV+Gul/FLSvh/oxITy9UsorCEm3uVA3ow28Jkgj1DCvT9N+EPwtvNTX+3PBGnQRRyfuETSYtpY4AUsF4GMnp3rL/AGRv2W/BX7Png2LwD4f85XS6Mt9fyphr6TABdgMgDgBQOgA9zXtHje6stO0UIybphLGqEYIwMgHjrXxNesvatUm7dD90wNKv9Vh9ZS57K9u5+Q3/AAVh8NaNZ/tRXx0bw3Y2lnb6XZw7bO0VIlcx7s8DGTk/lX2h/wAGkB8P/wDDZ/iyKzsYo72H4SaksrpGAWU6tpTZJx3yox/sGvlz9v6+a/8A2h/EehuI7i132yv59shZj5EeTkjI596+t/8Ag1c0u10z/goL42GnafHDE/wevvMMceAWGq6Vj9M19plVZNUYPy/I/NsdRlDNq1RPRuX5n760UUV9YZBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQB8q/8FsYbKf8A4JofEGLUbBLmE6h4d8yB4RIGx4g04/dIOcdfwr8LNA0Xwo3iU6nq0dnb3A3SWzSWdsFAHG3YQTwM/QjGK/dD/gtxCbj/AIJmfEKELIS2oeHOIiQx/wCKg03gYBP6Gvxk8M/C3Vb901jwxHLcM0JN5b3kAxtAztyyjJ59hnrjt85nMlGvG76fqz28sV6L9f8AIi8c/Ay2+IfhGHx7eeLdIhtbILZWBTRkDzZcsSojUFjySScZx1xiuB1P4K6PZwA3Gjf2g0JDCHy4oVK5I3FW3vye+F/rXomgeBNV10wxv4knsN1wEsLC4tXVYR3YODg5xj6fQCuq+I3gCLQfGB8PaTqsOq3iWiJeLZW3CIex3gkjocnOM+leMqjg+W56LjfWx41eWuiLptvpuq/DG0iWC5M0bw20Up3EAFWYBsDHYkV2vg/Qfh5pti8sXhPSNQknh84wz2sB+yR7hyynABGeMnOOtdXrXgCyj0CPUvD9kL5rVt10j2gUE45GR8ucDrjOBTz4T1PxZo9hFpelWcelzO32gPIzzw5Bz8wHbHHp7Ue0Tjo7FKNnsc5qz/DY6jHp3gnQdJ0+5RWluJtP0yCSOaTBOAUUAbQSMg8889K+Pv8Agon8JdEn0ibxZo1lCLrTJo5rtbeMEeXKAGLHrnJQ89K+7vFXwY8DaFfWP/CLeKZtake18+5Vplt3Qg4yGZhgZzgD8q8K+Lnw803xV4a1rw/rFoyXzwTIQcKLi3ZCMsDj5l65GentXTg6yp1YzizHFUVWoyg1utPU+Dv2dtVs7vRvE/gO4htxLcaRJfaZJJECy3FupkAUn1Cg/wDAa4jx5e6TrHjC61vS7KOKG9ZZ/JVRhGZQWUewbNVrDU9V8GeJft2ny+Xc2czoOMg9VYH1BBIP1rOMpkbefXp6V9XClaq5rqfFVKrlSjB9P6/VnqH7Nc+lW3xMsY9S0mC6t5ldJoJVGHXbuxkjjpX2j8H/AAZ8JhrVpD48tGhit5dxSx0yCYyJHKeW3EEZUKcY7j1r4L+F2qx6T4u03UJd22K8jL7Tg7cgHp7V97eArS71X4WeO/ENiQNY0nS/O0gGJW+ybImIIyMkgpwT69K8bNk1NPv/AJ2/U9jJsQqNGUrXab07pxvb/wAlO5/aM8O/DYfE2/s/B/hWyS1tWjtIoJLSMxxIIkVduAQQS2TgAcn3r0b9lnxB8P8AWtVsPhZf/CDTlub+WaW01GG0iZJGKg7JUZckYThgePTvXzb+z38VdW+JHwfuL34g65Je6lY61sjvZGAuJINqHaxx8wBOMnkZGeAK+iv2Ktd+HXhL46SXHirUZ7JLu3kttLXLFZZn2tGpYfdJRsDoCTXhYqnKnTab1R9RlWNhjMNGrspK6+T/AOD/AJHqvi/4S/Diw1y6tYPCuinyZNjeRpkZJbuBkcc55pmnfDv4fRtDZJ4F0JZkzueXSIju5zkkg4/Sr/iLT3s9bl1CylliE07Ha4y2OvWtTSXiti93mS4YIvlReXgn1yT/AC9q85OS6novlk9j5w/4KFfs8fCXxJ8HLzxtongeyOv6SFNvJpdosQVC67g6AYcbc9sg496/Oz+ydPMpiTTYM85BhHp9K/XfxzaadrUGo2VxZ7LOezk+1xSMMBdpDE88cV+bXiP4Izx6tfXmkeLNPttOgkcmbUWMbqvPUIG7ggY/SvWy+vJ03FvY+B4symtPFRxFCN7r3reXV/10OA8I+CYPFviqw8NWOlwmW8uEiX9wDjJ5Yj0Ayfwr9Tdf/Z2/Z8+HPwD+BF54S0TQ7/xDqutqbzRo9Mga4hiiTbJ9oIy2QJGkO4AYAPcV8Gfsy+JfB/gbxhd3ug6cus61FptwRfzQlre0Urt+RcrlmLBdxPAJG3nNeueIP2gvih4ln1S9ttbu7jV9Uiis0uUILQW55kghI4hVmK5CgEgAE+vRiFUquy29SuF8NDDYeVebvJ6W0asunrft8z6Q+MHxU+AngyzntD4U0O51WKBUWzsNOhYqfQnadp/r0FfKPj7xn4Y8R65P4s8VaDoltDHmIW9rZxrtOOFOF+Zhnryeuelcz4ZutX8ea7F4S8GxXVxcuMzT28ZaWRi23bEnUsSQATyM5xmrer/A/W77xP8AZtVmVbPT0+TTLaQERYOWMjZwFHdick59jXPRpQoddT3p4utjdaEE4p2v0v6+XX7kcl4r+GXiT4heJXt5PD9lpul2zKqk26AFMAjYQDv45z0yfYVs6d4M8I+D3i0TQ/CdvcXcjKsEVvZLNcTn1wBnHP0rtvDt78Lb6dfCcfxX0kTwOUey0uTzJ5Dj7qTOPLHOfmUufSvF/jH8atb8PeL9X8G/C6R9C0uGdre5ks5j9qu2XhzJOfnIJyNoIXA6VvGVSpLlX+R52LxGEyuDxELSlJ25rqTvbaK6Jd3b0Z1HjnRfDekeG7uD4hXGk6Devcwta6KsEcs4A3bmlVMuhwRgEAEnnGM1xvh3xp8AdB1NG1j4d6hrMDKVnmM8doVB4JVEDE47ZcfhXmjXEszlpJSzMcksckn1NJuO7D8D+ddMKLSs2fIYjOsTVq80Vb11b9b6fgj6A/ap+KXwh13wx4a8K/AnwhY6Vo76es9+0ESmaeUfJtkYjeCNpJUk8nOTwa8INhpo3A6db4POPKX/AAq0olGnW84jbBViOO241BI6udzbfp3rWmnCNjixmLq4ys6k9L20Wy9CFdMsJpAE02HpyPKH+FdP8PzpeiahfXS6LYzyNo14kfmQKfKZoHAcf7Q7VgyO0pyrdTxjgV6b+yp4W8JeLfi7Z+HviBryaXoU9lcrql8ImfykMEijhQTuJIAwOpFKrK0G2ThIzrYqEIPVtJHl0baUqhG0qEkH7giBLe/NfSXwl/4Jm+NviH+zxcftI+MPGnhjwhpEzS/2Tb62v72+8oHcqqvRiQAq4JPXiuH1n4Q6d8BSmv8AjG0vdQkuLhxojR2bRxyqDw/zjIJ4POCMggGkvde+Nvi+wuNCtr+bT7BrTyha3O4KI3kUlUcgkE9WI2gqCO+DnOc5peydvM9fD5fhsNJrExcpvaKf4t/ocM3wMtdb8QSaV4X1zQrq5ZsLbRk7uAM4G05PXjrVrxb8Gv8AhH5LG38SSadAqWK+aYgrOTlmwq4BJwRXReFPgnoulzrc+Jp31C43/u4IJjHEPQsw+YkHsMfWvUbD4Za18RvEcuq2elQzXoRBNcrbqFQYCqWLdeMc5JPXFVOs4NXlod+HyqVWDvCzvtdvT0/4J4hZ+BZbu3Nj4a8Lx2doYgZZp4U8+YH1OMgdOF9RVmP4B6ZNpxd5oEuOCsaWqsCM9Cc9f84r3jwl4I8AeGL3WT8Tmnlu9MdjHA2US4AIBdM43444B+tR+NdS8K+LvGVung9YbLS49PJN7NbCKOPCnJCg8kHA69TmsvrXv8q23uegsooqnerJN7JX87bLY8IsPgP4bklKX0wI3bQogVQT069vzrW8S+FPA3h7whFLa+D7NrlGEMDT26vt5J3cA7uCx5710cXhqzi3l9caPy3KpcZLI474AyT9a9U+Df7HPxC+NFmvi/TTBHoIn2L/AGtujRwCQzJtyzdRz0yOvUVnWxdOmuaUtEZYbL/bp06EPed/P56nyZcaVLfOHyqgqVZ5YRGqnsoHbvx9Ku2/w2QwQXMVjpnzWs8yMJFckQqSSygcE4wPWv02+En7Bf7N0/h5dC+J3gPTdY1qzY/adQ+0zxxsjElSAGGTjjgdjXQ2/wCwX+yTpWtxaj4f+FsZ8sMsyz39wbeVGUhl8vfnGD/eHU1xyzqitLP+vmelT4Rx3Km5R183dfh+p+Zv7L+oaJpfxBmu9W0i0kiSKKaJJ7LdF9ojlSSIMq87SyBGxj5WNfd2u/tOfsZ2OhQarcfDkWep3LojaemhJJFZFgBtMoXDqDuwxCkggFQc16Xp/wAOf2QPg5o+p6/rXwM8LafpVvbvNcTR2LARhEYhi24vnOMc96/Pv4/ftH+BtR1J7f4d6Z9msYZH+zpIgaTPHIBH7tfTfuPHKCuf3M1q83LJJdb6HXSjPhfA2rVoub6Wv16bP/gnv/xl/af+EeneD73SfDPw30+1vryyb7LPf6VDAwJzkgEbgoXkv7gDLECvz88Wahp+v61JdxWEIiXKwL5Kglckljj+JiSx92OOKl8YeMNe8X6g9/qd68juQXLyFi3oWYkljj1P04rJUFSFyeelerhsNDDQtDqfD55n1fOKiW0Y7Hp/7JHxj034BfFux8W6loNne6VOwttYs7i0SQNAx5dQwOHXhgfbHev1j8I/D/4Y+IdMi8W6T4E0W9tdTt0lsLiKwhaNlZdykHbycYP41+cP7B/7Cmv/ALUl3f8AirXlu7HwtpLKs17FEM3k2QTbxlup2A5IztyvrX60fBL4deHfBXh6w0bw7aixtdMso4baw5CRBFAAXd7AfXFeHnFakqq5X7y3Ps+CcPj1g5Oqv3UtY3387eX9I5bw/wDCX4TxiXU77wXpT3nl5ENzpMaxlBgZyF5zz6V+LXxp0e2h+JmtzyaTDElxq1xLCv2cKChlbGBjoMY/Cv3Z+KF/p8am2hLx4spDM6oMjBJI/Ovxv8atH4m1RzrNjbTJEzmLdaoCASeMgAmqyWu4SnKXl+pvxfh1Vp0oxdrX/Q/d/wD4NYpdDn/4J3+J7jQLRIYZPi3fMyRqAAx0rSeOAM4GBnuRX6VV+aX/AAau2os/+CePiy1ithFEnxi1HyUC4G3+y9KP881+ltfoGDaeGi12PmLye+4UUUV0gFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFflp/wckw2MmufBWS50uGeZdN8Vi3lmtFlEJL6Lk5YYX68dPav1Lr8uv+DjXTk1Lxp8C4ZBcbfsPioMbcn5QZNFGSNpBH1x9a4sx/3Ofy/NHVgv96j/AF0PzX+HekeDtHkkmhurC1u/NVJluLG2k3EZI+UKSMnII5+tX/il+zXFFrEXifVvEumyXutCS9lsbbRxuAY8BhGAqjt14x0rXPwx1vQ9BudTsrGS90zepRmgCypITkMo4bOT65Pp6dD8MPhPqniLxTbC98fKZhA0l419ayx7QFJC7R124AGO/twfkJVEnzJn0fLfSx4zP8K9J0bUk1CLwgupSncpknkgUK2SDwuduAejPV+Sz8LatrkQ1T4f2tnK9ulvvisImjAAARg2ME987jXp0PhPT7vXLi3tLo3GlJeO0uoQ2aFNwOC20qeT6d6s+JPCVl4f1ODVodD+06bcBYxMEMTR9gwY5wB/s8fSn7XXXcSgZGi6P8L7Gxj0+78HeHLq0SRorjU7m3tnRm2glQWGMd8AHJ6etULy28F+I3urXwro9lZ6dJiA6eunIqBDnH7xQDgnJ7jnGMV3UPwvl8V+KkHje9tdM0pRGY9Q09SXVTkY9yRx25OfesXxn8L9J8Ptq0Xg6/k1GOBmhgvVnRclcZDxltz+hJBxzSjOPNvqW46bH5l/tu/DXS/Cnj+DxRodun2PVI2QtHEAgljIBxgYwVK/lTPCvijQ9R+BWn6jqdjbPJouqPpWoDyVDPa3MT7WJ/2WC4P+xX0D+3d8PNH1X4IXPiPTLTy5dPnhlngLACCYHa20dQCrHgjt14r4hsfEOp6XpV9o9tN/o9+qfaIyOCUbcp+oOfzNfT4b/asLFdYv+vwPlcf/ALJjJ8u0l/X4ohghhjuWTylOGIztFfQH7JcOk6lpusaTdaFbXMyBJrRnRcpIATjkHOQm3/gVfPcL/vAa9m/ZP1z+y/HbRpGzPLaMYgGIAdMMCcDsAT+FdGNi3hpWODASSxsFLZ6ferH31+yz4N+AR8YfbPFOki7uooZ/s9l/Zlt9nMioZF+fJ5wgx0ycAYzXG3Ol+E11/wDtCx8MWNzDKTKr3Vmu9yeDngkHLjvk81zfxo1fxR8OP2ZfDXxJ+HuuzWWpS6p5GqapbRqsrAiTCggfKNyAkDrn04rsNF8R6b428K+Htb1DY19qOhR/aorVwivcmNTllA+Uk84HrxxXyvJJrnvpex9fhszVTGextrGMZX7p2/pn0/8As7n4afGTQ7/TX+E2l6VLodrEt8JbKJ7dkVNodMLuRjtOVOe+M1JN8Lvh+0oEPhHSW3EkLHpcRAx6nH6dqz/2KPEHw8X4ReIPB41O5OuXMouRY5YH7MwUBweQwDE55zkj2rpbOym03UBZtdyLEcFgE5BPrXkzuqjSbPoW4dLC6b4C+HMtxJNF4G8PRxKMOkmjRELn6gk/nXxL/wAFNPgD8M/BviLS/Hnw/wDB8NuuqGQarNbwgQM4CBcJj5D1z2OR3zX3tDPb2emNHJayXRk3ecQm0Lz7/lmvCP2ufCui+LPghq1prUjQwxzxtaTIFZkkDZGASM8ZzW2GrTp11qzxs8wCx2Wzgl7269V/nsfmlFpWnuMjToCARz5Ir1X9jn4QeHviZ8ctHtNd0KCXS7S+gl1AG3BXb5qqA3tk7iP7qtWPrfwluvDumnVte8ZaTbWhcBI/NYyP1BAUL1HfJHUV7F+zJ8XrL4ZeCbib4V6Y1rI2pKl1r1zCpnnYQsGKEnbGFD4UbWILEknt7tSpN03ybn5zleWVZZlCniU4patdXbXb/PQ+5PiT8JvgN8LP2wNb8PfD7R/DOsaVpfg+xOo6nb6ZALSGdnEgwy5U7hI/OckITXlHxt+Onwb0i3a0+H3g3RL69LOZJ102HyIznqzbeQB2zj1PY/P/AI1+LnjLWvCcelXOrXY05JXvtcnO5mup3cDzZW5aQ4KIu44HA4HNY3grw/4i+KS3d3oekSyabZBt6HlSFxiSZuixgsuFz8zEAk8Z814ePtOeb+V9D9EqY+0lQpRvN/1f/P8AAk1DUPDM107P4e0m61XUCZrK2htY0VjtLDA2jAznjjJ4FcHpfwT1Lxdq58S+ONNtoYHJaO08hUkc5/iAHyg/n+Vdjo/wobTb248a+N/ENsVWRi99d3IitoAOQpcnDPgfdXPoAa6iHVfhFrmgXuvP47t9ctrGyaafTNIdoBtVST5ruBIwyPuqqjoc10yquOxySw9Ory/WbXWqhzJX85dfkrnHab4fspGfQvBHw8t9Qnij/ewWdihjiXP3pHxhcdTk9uSK5f4lwfDHTl0+PXfE+nT3sVu639no9nFOISZGKojI2wkA8ksDk45xXBeM/jV488X2baDNqZsNHV8waNpv7m2QZ4yo5kI/vOWY+tcqsjPnBzjrW8KNS95P7j5TMOIZ1vdprT7kvRL82/kj3D4MfEj9lXR/F9lb/ED4SXVxYrexyNe3N8Np29pIo0GEOeeXx6HFc9+09420Lx38VdSj8OaFZWWiWUn2fS7GzhQRLGvG7KgByTk7vevMUfBy45HYVraiJba7kDxt97ncO9axhyzumeTVzLFV8N7GVrXvdaP003KBsdN2jOm25weMRL/hRb6TYO5f+z4NuerRripUdUkDZXJzjjNOUPJKDnPOTuNb3aPPuzcSXS7T4ZXukw6HZMZdZt3kuRAA5VY5h5YP93OD9axtNsI9bvotL0jQI7i6uGVIIo4FPzHt0r2H4HfCLw18Vvg14w0/VvFC2OsRXFm3hezW0lkN5MGk8xRsU8BGPJ7sKz7jRLf4K6t/whln4evrrxKyL9oaSEoE4yMY5I+h59RXOqsbuK3/AOGPXp5dKrRp1q0rU2t/m9Ld9PuPQPjl/wAEx9d/Z2+F+l+Nvil8TfB9tqV9bxSzeFyS11CkgLByRxtAwC3AycDNeFeFf2fL/wAQ3azeF9Q0W/igmUTvCSSuSOo28emenvXWeJNP+MnxTsEi8UeJSLY3UkojvsrIGwi7m4ywxwuSSMN0zzt/DP4eaR4F1OHVdLElzqkSk/a7h8RxkqQwWMfeBB/iz9KISrQpvmld/genDBUK9ZOlSah3ctX59fy+4841T4aaJp/ia5XXIIZ2a6YQ2OnKjSS5Y4yf4R9eaut8N9S163WNtDs7KyDkQ28cKBV92OMk+5xXteg/AvXNT0a617QNMS3g8uSRrgQKok2jJC8ZJOfTHvXSeBIPgd4N0PTtb8SxzS300xS4S6iLtbMq5AaIkYHIIJB9qznioxWmrXY9Ghk388lGL11e/wA+v4I+d7/4BaQkSTQXURwp89VslwCO456dPzqTSvgf4Rttt3ewC5aMhjC0aqCM/r9M16l4gtLXxHFrepfaYtOh+1j7NHONskwyW2KM/KMYPvxisO10CyhKO2pzB5FwbUgs7seBjHHccE03iLLVmc8DhKdayjdev+bOL+Jek+FtIvIbfQPDdpbzTJ5s90tkrSAE9AAMA53HPHauObw79ukP2hYQhYOFuNqmTj6YIz619sfD3/gnx8Ste0uLxF4vu9OtorqFZLcamXE6AnIUon3flOOeR6DmvorQf2D/ANjLXdEi1O8+EtkHaMCaZrq43mQcNtUOMcg9cVwzzahR0u36HoU+Gcfi5OpZRW6T0/K/zPyo1vwGvh60vL5rDTR9nuYoJBDtmGXVnG09MDbj2Jr3f9gvxz8PfAUtvrPjjwPaatDFcTwS2s9su42soj3PGSNvmRyRxsA3DBmXK5zX3DZfsQ/soeGre9mg+Ddld2Mpjb7JrN1PcLvUkBgN4wfmPXI5rB+Ol3+yJ8CPghcDWfhNoumXTPHFpR02yKSs24uypg44AyS3HOSRXLVzOGKXsVGTv2/4c7MLw7isvxP1qrVjGMV+N/NL/hzmPEH7Sf7H1tq8OheE/BD3dzJBvkc+F1USsMBlRdp75OATgDrXg/7Y37R/w28R+CpPCvhbwJplmkNzm8T7HCksgGdiMFGRuxkr1Vck4JXPi3xT/aIk1DWprzwr/oxbiLyHwyJjo0q4JOOCEx/vMOK8c1K/vtUvGubqbduPAAwB9AOBXVhstpUpqd3dd3c8rOOLakqc6FFp30ulbT8SO7jtr66lu7i0haSWQtIwiAyScntX1j/wTK+N3hHwz4ub4F+PNB0qew1+UHSLm8s4ybe7PAjLsuQj8cf3gPU18nQqztsHNffP/BPv/gnXLcaV4f8A2hvi9pVwvmXQudF0OaHAaMEeXcyfxAZDMq4wflPTg65hOlDDNVXvt6nz3DdPMaubQlhtWtXfbl63PsSy+E3gWwsVhX4c6X5gYO8p0uIllJ6D5ehxXE/tjfDP4YeHP2QvGk3h7wlpZvH0sxtNJpaJLFKzoDsAXj7x719MeDdEsNK0tpVuGkSThw/3wnpg8nGK+f8A/goHrcMXwD8VXNixQx3MAiUxqVZmnj5OeOPpXyuHqzliY6u11+Z+w46lFYCr35X+R+PvhWy0jSfHFqutaXCqRzmOVJYQPLYgrkjHYkHHtX9gP/BPQWq/sCfA5bGLZAPg/wCGfJTGNqf2VbYH5V/KFrml6frV3Nqep6XbSXDty62yqTjp90Cv6u/+CeHnH9gD4GG4XEn/AAp3wzvGMYP9lW2a/RcsrKrUk/I/LKFKdCLi3dXuexUUUV7JsFfjF/wUWI1r/gpB8XPCd9ezWkVxrGieUY9pW4/4kOl/Kw4YkNjjPY1+ztfj7/wVeXTE/ak+It99oSK5j8V6YskluNs6L/YOlkfOBxnLfkK8bPXbBr/Ev1PTypXxL9H+h5dD8CPE9vrcPh6aXS7OPyGmdo7hTMqZ4AGTjtw2MhuO1bcPhHwDFqOneE9a0pZkW4/0uCGTD3O3+/k9MDr1GRzXS/DbRNMvRpfxC8P6S8tlBHi+muZ5HeQLjljnJPHqOvTArZ+IOp/CjxPBH4+0nw35UlqYkInuGX7W4fJGCcn+Lv0/Gvh51ZXsfTxhGxxnxj+FXg+PVvDj6FBeWVs9xuRLaTzI4yoU7VXljx796q+J/hLZ+IfEttFYeLliaxtUnmMymzkZgcrHtAbK7RnJx1Hc16HfeJdL+JMdt4usdJ0TTrbS3j+x2MfyyTuxVcbP4gAM5ySSSfpvwad4V174j3Gn22nWd3IdPC3ZS3FxJkrgqAQQmBgZ7VKryWj6FeyTPIfi18NLzxZ8EJfiN4Ejtxc2JP2y1toCdqI3zs2cgkkA9s5715hc/F/xH418FaJ4e1rRrK0tp7k2t1ctbLDsbDDIZhgZBI4HavSPjvr+qfBPWT4Q0WW8j0HU7xoI5VuQyxqJPnUBMgNgjPsT61J+0R4f8F+JfgBa+NPDlgEn04oJl+zKnmA4GQcH5urZ7gHr26aU7KPMt3oZyje6R+dH/BWX4D+GvAegxSeGPEV5q0NoLecXc9uUERdnV4hzjGdpBHqK+IvhJ8Hvib8efiDYfC/4Q+DbvXde1Jytnp1mo3MACWZmYhURQCS7EKoGSRX6LftjfCPxN4i/Z/8AEfi3Q2vdXsbvTUudSvLp/M+yyK4dVD8nLFMc44HevD/+CJH7THwY/Zn/AGt9QvvjVq1po9h4k8My6VZeIL4hYbGczwygSueI43ERUucAMEzgZI/QuE6NDHYmnhsRU5YuSTlppf8AL56dT8h8Vc3zfhrhrG5rlWG9vXpUnKFOzfNJeS95pLVqOrSstWeTftLf8E8f2tv2P9Fs/FXxz+Fz2GkXsywxatY38N3bpMQSIpGhdvLYgHG4ANg7ScHFr9k/xHLa3WpaDG6g3KQzIWycMjHoADk/N+lfpp/wWU/bX/Zeb9jLxD8G9B+Jnh3xT4j8Wi1i0vTNF1OG8NuqXMUxupDEWESqIztJwWYqBkbiPyy/ZVmSbxtNpMkYYXmmTRg4BKkYcEZ/3f1r6DjTKcvyrFuhhKnPHlTd2m077NrTpf5n5j4E8d8XeIHCX9qZ/g1h63tJwjyxlCNSCjG04xm3JK8nB6tNxbXVL7L+NXhTTPiHpPhn4gane3mqa74du2jexslGSjFZEM2fmjCurABVOQQDtOa5231GBRHc26+VeXAkSbTogfvDBVsHkHIHGMY6elL4P+KXi34f64fEXgzxM9vqF7bMkk0Sr8yOMNwRj/64r6u8Z/8ABPq9sf2UdE/bb134oWlxKvhu21C60mbTVG9JJ3hXfIzHewLICzDoor85fLTSg9uh/RzpJuVaivedm38v8jf/AGGfGvhW58DXdjc6lDa3EVw80qy43fvFXbJ+Q2/8B962Nf1zUdN1ae3RRcrG+RJGchwecj2Oa+Rfh/eXc99qXiXw54jFnc2bNLplmpULPGc+ZglgBtwcKynd/PsvAf7Smvaf9puPiZqem3qWj7bQWUDR3VwQBy6n92oB44PPYV5NbDTjNpH0NDEwrQhOCun1WyfW/wAz3nxX8SdC0bw5JqevR7Ra5YRBv9a5HCjPevkL4keLbn4o+Lklnvo/MkuGLhNxKAgAKAOwVcf5NWfjJ8btd8VQLfTMI7i4kk+zWkzbI4kzgEADnCgszd8duK8XgvPGV14qt5dLec6iZM6dZQ5TB24M03Pyrjoh7ctxwejDYb2ac3ueTmWZewqRTV30itfm/wBEafxQ+Evgn/hY1rdaXcyX13dbQ+lF92+Unh2P8K46jvjjjmr/AMTNZ1R/F9v4O8ITG81WSOK3CxHzFiKqqFsYx2OAP/rVJoC2vhTxM0I1Vr3VZoJGuJiOUk8tihz6FgNvrjPStr4C6Je+GdTn8XeK7AafDNYGS11C4hJdgWdTImeT0YAjuvtXUpyjC+541Cg3X5IrldR3lb7KWu/fv0OS+NnxL8LR61pmg+KfFcmq/wBg2i2cljotoqqrAkyjzDtQMWJBZQ3TNdB4c/bO+Ex8C6/aax8M9QXXYNI8nwS0l4stpZzcIGeMBeVUs/O8MyqG4zn518QWVtp3iG9sPOeRYLqSNZJFKswDEZIPIJ96rQF3ulSwhZm3/u1xkk54+tbfVqUo6nz39u4+lWqOnaPNdPS/lu9dC5qerap4m1KbWtf1ee8upfmluLuYu7fiajhuNQuLWTTUlkMGfNaJclQVB+bHqATz6GvQ/iL+zH4m+Gd9bQ+JvFmjxwz28Uk0kVyWNu7oGMLLj/WLnBUHtV74N/FHwR8CNXutY0zQYPEd1dWjWkw1fTElt2hYguoRiMbtu0nk7SRkZNW6keS8dTz3g6tPEcuJlyd29X927PI2jGdoHOe9PYHyhGTwCTgCu+8S6n8KfGXiO61qbwzdaMbyZpXg0vatvCWOSEjIbavPCg4A6VQ8Q+F/hTb3Rh0D4iXUsanB8/SmBPTkcjPU+nAq41EzF0L/AATi/nb87GH4K1C/0XxFFq2kohuLeKV4hIgYf6ts8Hg8dqbIgu3QxymSVxjyVGSp9B7V1vg/xj4J+Euv2/jHwws+r6haiRYRfWyC2fchRtyHJI2seDkGneBdY8Ya5r8mq+HfhppzQySEySGDy4o8nPDnhfTA59qOd3bsdVHCQqcsJVOuyTl27aM57RvBmv6urzpZNBBGP3lzONqL+J6/hWxpvha10u+htdLEXiDU5RmC1sjuii56yNxjHocD3r0G88Fx6/A+qePNYleMAC302z3w2mM9C3DSc+y/rV7SNP0nSbF20yw8tY5ANlkBHGDjuepP1yal1G0ezQyaEZX/ABe/yjt97foen/D39pzW/hj8HrDwPf8Ag2zuvEiCQXOpRspSLLsU+ULh2VSoySRx1NcPqPjbX/HOpG+1q5YJcPiZmxHuOck7VA7kms/ToLaW6lLXMRlA3P5kgJ56Ct/w38J/HXiS8ht9PNsLWcqwvJZUVI2JIBIGXAB4PB+nIrkvh6LbW76n0sazqctK7ly6fdbfz7mZraaRpUcNveanEsczgKlrEScHqSTx710nwhsNOvNSuNRMlvaabpls+o3FxcTrny4iPlAGWLewHUjoOa5j4yeAPix4CtYJfG+iQ2CvMIobi3kB87gnIwxPQdcCuTi8Y+J9P0y6sdMvJ4Le7tmiu0i+RZ0KkEPtxkfWpcnODszOeNhhq793bb+mfQ99+0V8LLvy4rPxOHDIwdjBIMD/AL47V4n8QZvA8/iWdvBuqQfZSEEEiykfwDP3sH72axvAngeTXNLm8Qas9vpmj2b7bm/l3dScYGTyf144BwavXo/ZsllXTtM+IWqrKrhftUtkpiJPfg52/TJ9qxpU3Da5x4jMauKpp1+WPVXdvuu9iGa9gs1QyapA/mx5OwbmBDMMEge2evQivfv+CdttpWs+O/EMkxMkkenxmNoSysP3nPzYyBx2IzXhE/w2udaAPw61aPXYoLeSW5e3xG0IQMzFkY5A2jIPfpXvf/BNfw/rml+NPEU+p6BcIi2MWfPQxgnf8vXBOT9awxaaoSudOSxqrNaaktLv8u59qWf9i25jhurNUJGxonyGcd87j9KzJ5mTS72+ETssTH7NCqgnJHIGPQc8/SqsthqOrTNf/ZUSRQcKgxj02gjPfr615T+1b+0f4Z8CaInw/s9TR9ZvZwL21jkMjQrs6jbgBzlfQKOSRxXi0aMq1RRifoOJxNLC0XUqOyRzfxQ/b48FeFtWn8PeGLW4vbuztEE0d6RhHbOT8u7nIzgEdq+T/i74a8bftUa43jrRbci5uSqQwNHIyzEK3mMpVSMKNntycdDXofhP4IfDXUHt9TudTbVNUv76Q3un2kH7jywFChpeTM/zjIwEGMfPww9cvNI8F/D3V9KsvsCwQ214u6VnwnmBSF28kBSQcnucegr2k8PgtKSbk1ufn+ZYyrm1J0q0lyX6fgfFN5+x743tdJ8291KKDUfNYGyltJirIACCHVDz1yCB0HPNQeHP2N/it4ly1jNpGyM5nLagAyLkgtsI3sBg/dBr7Kvr/wAOapqULJBcXFlIxW4aBR5nMjHCEcMxG3k55BqfQfAT6IkniHVVZLVI/Nt4gQrxouThm6nAzwO9Wswq213PBjk+CnUW9vJ/8OO/YA/Zn8A/s0BviL4pdNX8WXsSCxnNkSmmREEuIwRkSHIBf0BAHXP1VpSmVl1xpbyVJo1Mcn2CVkCnI3cLyetfN9v+1/8ACnStRuLXTNC1a9hD7UubWJPLcj03MGPPtX1b8HvEdh4k+FOl68qNG+p2iSRQ3CYkRDk4wOAfpXkY72k5+0mnqfqWW4PC4HDKhQ2X592ULnWrRbEWst7fMIstcbrOYqwA7DZ6dq+Gv+Cjvi++17xHoC3enSwW0SXK2UN1bvG3l5j55weTn6V+hOpWCCCOCAShwwDRkEfl2NfCP/BWi6s7bx/4YtBEv7vSJWIdScEy4/DpSwHL9ZVjj4gjNZc5OVkraW31PLv+CeF5bP8A8FAPgVCqqAfjH4YBKbgcjVrYjv6gfhX9Wdfypf8ABMbQ73xJ/wAFAfgxc2cEMcNl8WfDc89w4YKAuqW5C5/vNjAHrX9VtffZNpSkvM+Cbk0mwooor2SQooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooA/nu+A/hi6+Kfg3Q9ISZvt1to0fl6bOV8pTsTLDbtxkY5PcY969D0L4M6tPd3d7rN1p4t7C42fZ7KdX84gZO4rkHOM5BOMnNcxFdeG9I8S+Cr2a6ZLWXw1ZNMumytCJmMCkhyuMgNkcele/+B7XQvhfPdeI/EHh7/iS3gUwpGZN2DjIGCOuPU9cZr81rVZJ3R9tTgmkcf4I8J/C3xH4vkTVdAiuVtokS1ijmxDbEkfMOQQ3B4HHTiqEnwu0a0+NV99lvtRtxHbxrEXt/tWQ2CDtXA/Ou11HXfhp8PfGtv420zwfayremWT+zruUuse5htYpkZ5yBn8c1t+G/sVz4xg8X3r6RGdWicyQWsuTaxIAAzDjYT1Pbrz2HN7VrU2VNM8lsfh/pmia7d/ERdctbuxhuGh+wPMwWWPdje0WMZJBJUHp1rO/ai8G+Jvg/quh/E3wnDBe6ZcNlttqHj8w4O3DA/wAOOQeK9u8O+C/BfjbwjrEA0q3Fms0jxXFrAhKMqsVZpnHTOOMjr71403xN1Kw+LNp8N/HwuzZadL5qRTP5wuM425zwy7SMDPc/StaVSUp37bryJlFRWvU4/wAQ3MH7QXjL/hFPHd1FodlJYxzxXNtbqk20biMIfmcg5XqMda1P+Ce0g8Naj8RvhRb3M1xa6Xr8V9a3s6MrXPniSEvg9AVtIz9WP1L/ANsvwp4e0fxho/iHw7czWNrrUHlvPa4hkhJwpwQM7TkgDOMgj2rl/wBkDTfFHwn/AGiV8H6vby/2L4k0K7TSb+YYa9mhkjkB4JDBUE4HJI56civlfELB/wBo8C4yMN4xU15cklKT/wDAU1+Jg2qWIhJ9JL/yb3f1PripIu1R0+M4/Ov43PdPzt/bKi1zwf8At26pd2Ny1p9rgtr22mUFn8p7REdhwcDzIpRk4Ax2xmvKfij4L0DQvivf/FLw1a3GrN4hsI3vZkXdZwOQolVGXLMS0ecttK57nmvbP+Cpelyaf+0do/iBXMSy+FrYC4YKQCZruJ1x1+6U/wC+jXk3wW8a+Pr7xBp/wW8K+MJLPT9c161iulChlWVpFQMRwSBnJGRnFf3VwPXeI4OwFXqqMIv0ikvv0v6nxMqVKtiKkKmvLUbX5L7tvkZWjaraafqi2+l3LXEAdSSnzCESJgrk9t23k8+vNffXw08UeGPEPwPszomtW0Uj2UUcMJIBHlqFMX1GMf8A668Q/bn/AGGNP/YZuo9av/HllrcXii6vYYo109YPszwtlgg3Nj/WJgDsOeK8f8LeIfGPgnwdH4p8J+NUjup3xqNvLCki2zrnaNrOd4YA5ZQpHr0z7eKpKtGM4M9PL60oc1GoveWqStt99u3U+povFWoxTAyWZZSSCx7D3rl/jh8ZdI8KeHXvLR1XUrmLZb7jnyB0Mn09Pf8AGvL9M/ajvtM8HGfVodPu/EN1CRHFpauYITjq3mjLN3wOO2a8Z+MHxI1vW9Wlhs5nupeDcFyWlLcbUVQAASd2OyhSegrlpYSU5+9sdWLxfscPzfDddd18u5bhsrLx14lubvUL0fZWixIImbLDbt5bHB6+9cL8Nvhv4V8M/FifUPDl79tjsZmuWvJHAWziXnbu6M5Py5/LnkUPB1r4w1a9vLHT9YmEckSrrN5Ax8iCMHKwxDo7ds9Tk4wMk6qzW6eDdT8NeEi04NxBHvjH+tBZty8fewwUEjvwOlemrxk0nofJ1a1PGuFZ07KF7X3bXReXf7tx/hPXNV1r4ieboepQxaVpEjXWrapeoJIVjTkg7lPH8+AOTzg6x8efBVh8Trv4g6m174kvpLprmIxQiCAS5+U5fLMqjGBtA4HUDB7XX/Dw8Ofs5eIvDPiCIaVqM8jM1oluTK5ikEnlvjlQCpznpjnpXzOv2YZMgPTjB71rCMazbl00PNzXGYrCOkvtNc+vRvZWemi7rqfQfxY/a28D+Kvg1YaT8OfDmraP4xutRk/4STWrm98x2tQvyJC67du5mO75QQEVQcE58D2/Ibky7mLcljkk+tbnwl+HutfFjx9YfD/QZYoJdSlMbXNycRQIAWaRz2VQMk1q+Ivg1J4K1ifTfGPjHT4RCTsaydpjOM8FBgcHsTVQjSo+4n5nj4yrmOaf7TW1W19Erpfd5nJXMt/f2cct5JJIkA8qNmyQo5IUHsOpx7mqgjBOVA/EV7Z4L+PHgTwL8Nrz4VW3w00/WbDUJJJbm51jTUknWVkCeZHIGDIyqCFxjbuJ6nNcZp2kfBvV70rqF5q+kxfMxkwsyjgnAAXPtyfxqo1N7o550KNo8laLbWq1Vn2u1Z+pxMmZHBc5wABxjHFbHh7VNR0zw7qNraohgu5oEuiyAsApZlwT93kdR6Vfm8O/DZb7MPj6d7cZ5/stg/Tpy3vj8K17D4m+HPAPhjV/CHhPw8uoxa2kQvJdYgRipjJKGPH3D8x5GD2q3JvoKlh2pe/NJa9b9PK5yL2jzyP9iL3JByzohJ/GtfTfh/rN1bJd6nLDpsEp/dy3z+WG/r+OK674bS+P3snltvAmm2Nq/MV5dQshGemBy0ntgYroLv4faBHJHqXifUJ9U1FyWYanlIY/XZED/wChE9BSdR3PWw+UU6kFO7d/LlX36t/JfM5Lwbo2s2Or+X8N7KK+u7aQG41ucAW8ODyEJ4b9SfSvp34j/tg3Oo6WvhrwT4Ni02BIgl1dqiSNMMYKqpXaqn868lWK3tbKKCyjmjWWL5XDLHGB/sqO35VLpunW97Z+VY3UAMj7Q2QxGOpxXNUVGUlKavY+kwSWXUXFTtzdF5duvq76lq0ur3xLetJrVwgLZeNJ5Djcx5yBwDzVfVbjQYb9rG+vhNJFHuVIIyqbuAASfz/D3rqPDPwQ+LmtmabSbCz+1Wyk2sNxcIftIDcoNhIJ78kDGeegrgPiNpHjXwb4tGleLdPFjdCMSSWaFWHJIGQCRzjpUe2jJ2izprVFQpRlydeqPXfhpqmgeA/C7fEDxbqdtYWi3X9m2yK4kkZioctiMNxgdTjqMZ5xd8Q/Gn4PeLIbjSNT8QxmydlZt0cigkHIHC5xkA189+I/FXiTUfD8egX880lhFOJYbKRmEaPhhuVRgZINbmkeBfDelaNb+IvitraaLY3iF7WGBN00yr6An8PT3zxXPOnzVOa+pi82rS/d04rlS1v+utrFKV9MN2z6dqUKqCSwEwG4c+tPvNRtrWSW0fUoH8uR1DxIdrDJ5zgZzUotvgDrVyU8PfEW/tG2ZA1GxBDDjgbDnP1GPeo9X+GfilrefXdAtDqel/aBFDfWZDrKW3MoCqSc4U5GOMc1c0+p5jcprmpWaXZ3/LY+1P8Agn/pmlT/AATtdTjgkklOpXHmeUWCtgjGQMFsAd+le/3E2iLYzxLbRlwgKqhA8onjPJ649q8D/YHs9V0T9ny3e50Rlla9uPJFwp6bgCdvXrgdK9ktdOvbOYat5S7CxMp8wDC45LHHy9e9fO4hXry9T9Oyz3cupf4V+RX8a+KrDwR4ag8T+IDcmFCr3sluqh0TOAc5A5/TivmH4lf8FDtHvrC6tfBdgZ4Z7l4jeXLYcAOUwMD8jk+3NWf2s/j34V+KesSfCnwlrtvLZxWqpJdvMwjD5JId+mzG3AALN1CkCuV+F/wB+FEPiKG30JptXt7e1jlNxPaCCOOQRh32RgkKp3bQSxc9zg7R34fC4enS566d+iPCzPOqireyw0l2+Z88+Lv2a/iP8Q9Tm8T+H7QuLjM1xFNFIGgDMxjDHbjJTafxOeQawvEf7JXi7TI0k0zWYJyIkNzFc2s0LROVBK52FSM5wc8jsM4r7Y/tLwd4f1HU7B4zbM+mpFbiWQbmXf3z1O7qOgXAFZk9lpXiC7u7OLTrqRpHLaZJGoXkuMPIOMKAOg7jrXZ/aFXmvbQ+HqZVhKknJ/Ez5N8J/sMfFTxHc2z3Oo6Tb2dxMsQuYrvzyrFgCCiDcuBkndjgetfof+yZ8Nfhj+zb8MYvhz4LjZ9RvSra5rj2f729m35AyAcIBgKnbnkkknzvQodA+D1uniPx9dbY4y6zyINqklWIG1cliT3+lbvgX9rfwLq+sad4f0vwrraz3N7FDFI8MW0bnA3YD5HWubFVq2LpctrryPrOGsqwGEXt4q09tde23Y+iNPt5NKjaOWW9RyxZpXsJgSQfugheKj8VeK7OzsJNTjj1G6EaBbaD7DKWZ8cfw8D3Nd7OLK4t4LGJhKYxum8tTuJz6/QfpVC8so5L4MnmPGEO4EHj6ivD93qfZyhJq0Xb5H5S/tXa9eav8evEF/rcQ+0PNEZg8bIVbyk4I4x6c19xf8GtlzBcf8FBfGAQAFfg5qBXaTgg6rpOc5PsP1r4g/bU1G0b9pbxi0caH/ibOi7lyTtVR1/Cvun/AINYfD9+P22fF3imaKOG3f4T38EKncHlP9qaWSy54Kjbgn1Ir7PLF++pP0/I/LsTzfWakU72b/M/eSiiivsTmCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigD5h/4LJXVxZf8ABOrxxdWtv5rpqvhwhOOf+Kg07PUEdOa/LXwr8N7zxzp1x4z0S9ivWhObh9TlRPLAThC24L6Ljtx1r9bP+Cm62b/sY+I49ReJYH13w6srTKCoU69p4JIPXrX5PfCmHw5efEvXfC+oRzzvdXLLa2Mdw626nJ6IMc5HU59cGvkuIJNYmNv5f1Z9DlEU6Dv3/RGz4Z+F0Xh+wt/E/i6Sxu1mjDCCN8wx56EdCDx+eSDius+Gnw8+GniPRbrUF0aWTUrhnP8AaKXIEjgEAIhzyuR1INdb4cuPCfg7wsPh38QfC7XNzdxyJbpGzjPGAxycDAzjisnw54x8I/DnVtS8G6B4X0y7munUQXd7IZBEQq7kzk7ADgHAzyema+ZlVk2z2lCKPO/APw/0Sx8LaxdTaxdxK0kztHcWPmqTwApk4VQWAGR61tfDL4Yab4d1O18Na1rdleDXyTFPJcNMLWTbyFyF285APftXoGn6b4c8NeFdd0bVbrTbmGLY3mwz5SaVsNs3/wAWDjjGeDwKd418A2d38PLDxboGm+Rq1rGo097GJLYSgq7FVPDOeBzk5z70/buXXcfskjwDxNc+O/2efj3deHJtJjubW+XNnJJZb8RlfkYHaG98f4VxPjfwNpHxo8EeJPG/irxCdJ1bSo7kW+m6fCrec+WPlMqcoCcjvndXtfwC+J+i/Erxrfj4hwSzTH/RYoZo/M8lFAGQSOGOTkjue1eKfG34bW6/FDXvhxa6zd2SbzPbLauEFwwGVV0+UMwLEHOMGu2lJ8/K9JJLUwmlbm6H5AfH/wAMp4S+Lmu6LBC6Rpfu0aOuCqt8wHf1rjU44r3n/god4E8TeB/2g7yLxbojWF7c2cMktuyFSpVBHyCBzhFJ9zXgynn6195hantMPGXkfn2Kg6WJnHzZr6DcG3uklQ4KsCK/Qn9mPxkNUE91qusRWuk6vbQrqKuxVGV0KkM+MZwWwO7YzwCR+d2mPtlXBr7E+E99HcfD7SrsziFLnSovMQKPnaHcmfXpya4czpxnGNzfKpuGJt0f+TX6nV6D4C0b4X3Nx4Disb3+zRqMrf2vqUex3PCh1C5QDCjA3EHPPt6D8BvGGnaP4/0jUNXkZ7OG7hdrp1G0lG27z3yo2Ej2rvf2KfAHj79t/wCIEfwB1n4k/YtJsPCt89q9xaLOkcUce7AXK5bOCGJJG3iue/am+B8P7KfxOu/gDF4jttTvdNmhmXUooVjd45YxJzznARh36jjvXjVEqydN/EfRYdU8BKEoq1LZ/P8AM+xfiLrOny+GrK70LV4JmhjBlgiYEndjD+4/xrjdP8ZXNpOWvLHCAjLZ6/SvmS5+InxB+FwstL8H+MtPvtLcIYTqkP7udGbncUZpIipDfLkg8cc5roPFH7S0dxpkHhrw6zFz82p6lap8vCkkRbhuUE8bjggdhXjvDVG7I+i9rZv3Xp9z9GbP7S/xo0mwiPhXRrlAC5e/mdvvsDkREj0IBJ9gPWvnW/8AAPhzxV4H1FvFWsGCJwTHMrlVjYZw5J+8Mnp/WsD4heMfEGvzytp00CxAnbcsSVQAgtK59N2QByWYcdKoaHpep6n4W+0eINZu7fw9byM9u943zXUhOXlI/hTPTHGTgZJJr0KdH2FNJOzPmMbj3WqzoqPO5LX+VL17ef6sufC/QNE8DeAta1aG48m1kRbdtQkfY11IGDkqOoUbcAf7XPta+H3jnXvD3h3WfiHqfiKHRdMuLV7DS5bq28yWWSRSGaPau7dt3HIxgdTyDUOuWeueNtP0fS/Dmiy3McdrcSPbrGSE2s252A+6AiqTnoBUX7XEGlp4E8K2dteqs2nB45rGCEiOPzFUli2MbiU6dcfSum7k1B9TznKeEwc50vhppW6czlp+GrtcwvAP7Q/gX4Z3MzaX4b1bUZ7lvKuL77RHassGQSsYxJtJ7tnPQcc5l/ao+P8A4O+J+uWmj/BbS7/QvCsemQfaNPuJj5t1eEbpnmIYhgGO1R0AUHALGvHM2yJwpLZ4x0xXdfCH4G+KvjFo+t6jouo2NlDoVukzSahMY1neRtoiQgHLkAkD/Zq3Ro05KfY+fjmOZ4zD/UqfwvWyST0u3rv5u/Y43dJZlJLaUB+GBU8r/wDXpdR+0zzm+vy7ST/vGdwcuTnLc9cnPNdIPA3h7w9Njxb4oV5Y5Csllpq73GOoLngGvQPHfx98B+P/AALp3w/1P4U6bFb6RDFDY6pZ2CwXqxxptVDKrEsvLMQ2csxJq5Ts1ZXOCGHgoy9rUUWtk9b/AHXt8zxSFWjkEikAhsgkd6QoDknOfWu5tfDvwZvLCa7ufFGrabMu0RQzWonznOTlQvA/Pms600H4cxSNJe+MLu4UkBIraw2s2eerNgVoppkfV5vaUWv8S/zv+BXm1S9m8PaZol5IkVrDBK1vIqAHLyNuBPUjK4x2/PNGHTL68KCwspZg5wpjjJyfwrq9d+KsWreGNJ+HHh7wRa3NrpMkv2Ce4tg105kYsQWXkjcSQucDsK7HwvafETUNFj0690Wy0ASDBltrYtcFO+Ih90+pYj6Gp52lsejh8BTxM7e0bslsm9bLTWy9GcDB8O57cb/Emu2emlE3vDcy/vMYzgKOp9uK9P8A2ZvEOpfD3x5YeNIPCKjwzbeZ9s+2BRNfkxsF2hgcfMQQQMD1qGHwN4M0TUt1srXdxuUS3moP51wW7YBG1fbAz71qagLdd1tL50cMT5cXMwy31Hb9azm1ONpbHuYHLo4SqqifLbXe707vZeaS17nffFL9qLxJ8R7g6dpfh9NL09yVhtIlVyTyN7ORnOCRgcVymmW51KNtQvr6AXAJ3tOxcgD09aitfDepaxsttCkgeZYi6IjoNxxnGWwBxn8q6ez+BPxrk0NtZ0LQbK8LswvbLzl8yLgEPwQuCO4Yng8DjPN7ShTjyxsj3oVViJubvLzscbBdaFd3e61drq4WYhQcIpVRnjcR1PHPp717Fo3jrwR8JdIstO8Y+IbaG91WyXUPs8AaQBHGArFFKg/L0BPbPPFfOtzd6zpWs3dpdfPNBO0flBQwRlOOM57jqKg1/WfFHjPxDZnVvN1G8EawW5upHZguTtXk4AGeKzqp1IWZxrNZYeF4RXNt5f53PZfij8RvhZ458LyO2uRSX0KbbJX8xc5ddx+6BnA715XafZHaTyNWt1jMbkK8oI4VjjHJJPT6mtS78KfCnwMDZ/FbxhNb6lGADp2mRB2jJGfm3HjH5+1VLTRPhDqwkl8K/EtlbDLFbala+WzNt4y4O1QTxkn8KUYSjGyucmIxE8RV9/l5+qur/NX3Kl1q1rNhWvYySwzhCAT7DFfpl8I9J0ew8F6U9tYu0T6Zb43lii/ux0XgLyPTn1r8zNS+G3jrRZrWTUPDdz5dwomhaJPMDRl2XdlcgAlT1r9MPBMV/a+AdI0p9LEbvp8IuWZssp8teM8hRjGa8vMF7sT6ThVVFOrzqzsv1Ol1S5sWt7c6Qg87zcCaMqdwHAHJPHJrg/jp8cvCHwH0+61nxRLeRQpaP9mlt1AV5BjI5OSeSBgHPFdFe6tpnw70mfXfFd5HZ6dCivJcGUKqNnjGB8x5HAr43+KvjDwd+1R8QkfX9fis9Ei1NlMwtzMzQl8L5cZYCWTAXJyEH9442nnwmGVad5fCt2e7mmYxwVHRrnew346ftfX3xm0eX4Y+HND2x38JjtzGSZJH42kgAcAnnsADntXzxcfsffEHUNVW8D/8SeW5IGoJaysxj3YLhCoLHrxkdK+qvhL8IPh9pOk3HiS30i4nVGAju5G/fSqTuX5gFxgcHaMDPygVrQa/4TXw+dKSQR3K3l0ZIYtrYlKkDC9QM7cHsM16axMMOuShHTzPgMxis1qxqYp3a29D4l1H9lLx1baiLfT9V0+eF2PlTy+bACBnr5iAD8yBXf8Awi/4J6+LvEXiu2tfiP4itNN08fvrhtPkFw8kQK8K65QFsnBycYJI6Z+i4/Ca+LoUi0iwmgvlZxcSSLmARAABAO7Hv26V0J+IngP4J2T2XiRLma7uTG1tbW4DvKcsHKrwqge56Y61bx9aWkVqY5bkOX18Wo1E7eun9fM978CR+CdO8JWPw0+GekNpWkaZbMljY2lk2dgxljgEs5xkt1JJNdbY3dvpRjE819EkXysgsZg7Z5DH5eea8n/Zo/aG8K/Fb4kw+HND0PU7MrZSTTy3iJsAXHGVY+vpX0Tdixvbt7uMEwqCqPChwB7/AJGvn60OSpaSZ+pUlBU0oWstNjyL4ueNLvSPDd1/ZFtez3lxC5adrCUrDEQdxYlcdM8fnX5ZXF/btcvJLHGCWOD83PJ96/Xv4lxx2Pw98R39wrFY9KuWRyTjIiY+v0r8edTvIPtBiigjJ3dNpH8q9PLFFxlZHyPE6lTrU3KV7307bH75/wDBrTKk/wDwT+8YyoME/GPUNwycAjSdJHGfYD9a/Smvzl/4NhfDt/4c/wCCf/iaHUVjSW5+LF9OYEzuhB0vSwFYHo3y5x6EV+jVfoOB/wB0h6Hy8lJPXcKKKK6xBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABX5wf8F6NVm0v4kfBJlllgik0zxUsl3CyhoT5mi7T8w4GepFfo/XwV/wWvh0241HwDHfi3LL4W8TvAs0e4lhNowO3jggEnPsK87Nny5fN+n5o7MvV8ZD+uh8J2/wX1u20K01jRW017fUGiSC4vpQjOSeW25JJHTKg9QfauiuPAeg+A9Mns9dmjmuZV4vfM/eAZAYIR1PGPQk9M1V+A2h6d438EJp2kw3V7qtjKJDLdXLvsG7oo6KMDHTv14r2PXr/wCGHjDRl8H6z4d2ahpu1rm8851SEKhyMsfrnGO3vXwVSpKMrM+thCO5wfjj4VfDpfg9cXHhrQrmxaOFPtAtrkBnJ2gu4yRnnoMdaxL34X6XdeBdM0CHxM8Us8iRRm8tGg2KE+dxLyWIAAwB3Fd94b8V6D428Kw/DHS9D0bTkhGL3UrqUqzKMNu8znLEAccDDH1yNe5bw3c6F4ctbu1097prgrBDJHuAQYG8R/xZwPYmslWlHRl+yTV0cd4Q+Edt4k8P6l8O7W+tZNW0m1Bt7oMZZLokHaN/cBscYwM14j4Y+KXj/wAEeG/EXgDUPDdtLPYBxI81guSoJDgnAHHJBP8Ad719AftE2V38IFk+IvgiwuIpWhEup28bJCoy7KrtGmCEzt6jvx1zWF8MF8GfF34N6nZaiGk1S4t3uGvJ7YMfMxuO5iMlRzkEcD862p1LQcpapkSjryrc+Qv20PgV4U174Dy+NbTxTcXmoa2kgu9Lt4w8UWYnKyh1wCQwHGP4sc1+Sl3EYpmhP8JINfr/AKt8PvEPjXT5bjwqb291LSpZIo9DL74gmCzHZ/CByxwD0/Gvya+JegS+FvHereHriMo9nqEsLAj+6xA/Svrslm7Sg3fqfKZ9BKUJpd0YsR5Feh/ADxCfDvxG0y/UjBmMTbmwMOpXn8687jPOD2NdT8MtSGl+MdMv9gYQX8TlW6HDg817FaPPSkvI+djJwqRkujR+gGl6Fp/xP/Z8v/hx4t8QTJF5H2nSra0jHnGSKUuFiR9ofcN4Y54yMZwRXMaW1rpGmx2VxZPpMmlwRJYiYt5sqrhQrZAB4HLAZHuOlPS9XuPC9xBeWGqmGbTbsmz2gBo23+YvTjOTn/8AXX1/+yp+xd45/wCCi/wq8RfEfxj8Xo7G907xDHBB9o04Su8jWztgNuGxDhRtUclRXzMnGkrv4Wz6ulRVWCqQX7zlS+45P9hrxfodl4/k07WmW1ee2aG2acAZUOH2D6rtPvtr6C+KOtGLxD9r0e+iu4Jx8hiIwmByp9xXxL5ek3/xBTw5b69Dp1taloLi9tUGA6FvL+VWXk4wSCSOvXius0b45fEbw/4r/wCEf8V+IdJk0yLd9o+1RHzYdpAxE0ORIWwcFvxavMxOGkqraPewmJjUw8WldrR211/y2Po+HxpAlhLFq8PkIYiWkZsbQOSTntXzD+0h8XLXxtqc+iaXPHHZwjyrSJmIJGQWk+rbRgdQB9an+K/7Rv8AwldhcpYLLZaVbwokIfaPObJyXZRyMDhc9fWvnLxlrev6vMZ9Una2gckSi1z5kpOP3MZPVugZsYHTBPBeFwtpc8jlzXMFho+9snst3/kjofjJ8LfBuoeEbHUta1+SC9icHjJ81Dy0aoec85z+fFM125sfh98MNI00wG2kd3mtdMily5V9oXIx1O3cSf734CteWup6etr4k8e30h1JlAstOc7jGuBtTJyd+BuOenUnJrYsfD2teJfiq/iK40T7RpdtqMcbXcyExxpsbYmTxkqMgdflNdsJNRu3c+ftOeIdWMOWpOy80n1fn5feZnirxle+E/hBbeE/iD4titLnVbkajNpVpYB7hogCIlYjaAuSSA7dsjqKm+Cn7VvwS8Japp3hXxx8PNduPC6z79Wa2v41muHOAXKBRkDsu8Yx3Oc8H+1k+n3nxmvdUstTN1HdwQvv8ooqlUEZVc9VGzgjivNXaAYWFCSRzn1rVUIVad5bv8DxsVnGLwOZT9i17vup73S9b776WOu+LnxM1L4q+N73WZpXg043kp0nSlkbybGAsdkaKSei4Bbqx5JJNc5bXd7ZXJjsLhl3qY38sn51PBXjqCOMV3dl+zn4z1f4U2Pxa/tjTLe2vppY0s7q5KTiKMhfP24/1ecjPHK1X8Fv4F+G3imw8T6hf/23c6fcR3MVrHahrYyIQwDhiPMXI5HQ989KtSgo2j0PIq4fEyrKpXfLzWd2+j6938jhLi3MMrRSKwYEghhjBojDRowBA3Lg4HbNes/Fz4sfD34y67H4j1v4bwaTd+WEml0C3S2+0HJJkkUZVnJJJbAJrmtR8L/B9dNim0/x5fwXMoJeC504uI/mwAWXHOOelVGpdK+5nPDw5mqVWMkvO34OxxSRqWUAd/Wui8Warea5rV3d61MkdwJgpijjCqwUbBwO4A696sWum/DLToBc3muahfSKNxigthEo56EsT+lbHiL4o+Jviv46PiHS/hppst44QOltYZDBRty4GBk4GWPXqTVczvsaUsMnFxlNXbWi179tDltN8Ma/rF4tpp2kzuzYIPlkAD3PQD3Na8fgzS9KQXmt67b3DBwq6dZPvnkb0x2HvzXpcHh7xL4ngjtfFN5/Y9rGoNxa6Jy7Nj+KX7q/Qbvwp/h7wz4U0icw6JpqIoRirWvzzOB3Z25x+IHtUuoz2qWS01K6185af+S7/e16Hafsv/GDWfgbour3XjT4fW00d5HF/YemK6q9uBv3M5wWAOV4yDkZxUfjj43eM/iTqj3V6gg2tlI40WNYV5woYDJxk8nnk1zgFvd3sRuJQhY7YknnDbSOta1h4J8Va/MZvDEMNwC4R4w8YwCD/eI3Zwenp9K5X9Xpzc2tT6SnV9nRjh+Zyt0t8/8AhuyGTW2n2GlNqUmpW8abAZGCs0hPXFO8E2tlrHiCzsdAjV5LuSOF5bmVECtIQCSGI4HStTx38GfjD4T8Ky6rNpFlcaPFbeeupQTA+UNudrZIOQeMAEZzgnrXmei+J/EWivHe6Re3Ed1GSUuoRiRD7MBkfnS9pz3s7jrYmOHr2cdD6Ov/AI1fC/wdDN4NfxVE91pb/ZZBFFIy70O0lW2cg464rzD41eJfht4nuYdX0HVoZbyZna8yzAqcKE4YAYABrz3w3oHiL4h+L7m3tLGOW5uJHmvLuZ2O0ZLM7En6k/8A662r23/Z10iP7BrHj/UZ75h++bT7VWjjI7DceT+OPeuanS5ZXVzlr5pVxVJ+0UVDpfTbtd7lSGaO1tftP9r27bJQFVmDtgh+QAD0x/48K7H9m6XStV+PnhezupVkiOoqCgQk9DjgjrnFcofBvhXWLEJ8PvG8Wq3MpUxWLReTKVwcgbjhmHHArrv2afAfjTQ/2k/D+n6p4buUmttUaOXKHarJuDDf93jB6GlWuoSv2MsGqrxtJ291yjqtVv3Wh+jGkWul6ZYqk9uyBORNO7MevZicHnA/pUk32S41ow2aeTbmDM4UBgeM7uuSc+h5rMvLe51ZksIrGOOJABFk4z9SRya5n4vfGTw78D/Ad3qfifUore9a2lXS4JJseeTwMqBkKCV569h1Ar52NOU5KMdWz9Pq1YUYOc3ZI5D42ftceCvg9eJ4b1WO9GqT3jbbRseWVCbh3JA9yPSvlP8AaA+K2u/tcStpENitmliXfMau0calPlVto6s+weuCT0rVuvCngj4xeItQ+IHi3xE8F1Jbr/Zlpb25ad5GdUO9mJ+zx4PTBkPTEfWvTLH4d+C/A3gEXdl4dMDXNs8hAONqn7xbplsAkZA5bJyRXt04YbBWklef5HwmZZnWzCE6N17N/kfIK/sbfEKE3D+KrhdN2w7rdjZyyB3yPlbauVGCecHkYxWXp37I3xQ1TUm0mxn0pps4QT3pg3deB5qrzx+NfbPiPxB4a1KGM6EwnaKG3CoCGXYqN1YDI6occdG+tQaf8Po9Z1BNW0iC4g09QvnrdIDI77MM6f3RyQvtWizCqlqrHzEsmwbaUbv5nl/7HH7Cfh3w348tviJ8driDULfSpy0OgQwF4p7gICpkJGHRXIyo4Yr1x1+/LXUk8YyLqVu10YYWVfItrF8JhMKuFXgYHSvm8ftF/DP4aT2/hqbTr+9vbQOl3FZBWMJ3EAFnIGcema+gv2S/iv4e+KGiap4ksbG6s7S0uxEkd/EAWbZkEBSQetedj5Vaz9pNbaH6RkeX4LAYVQoac2r6v7/I6WPWIbaKSNry9V5k/drHZTAJngggpxXzn+3/AOMro/BjVNC0+yuFsxLB9quJ7OREll81MAFgOnP17V9Zz2kJt5HbzEeTJUqDtPHr+dfOX/BSgwWH7L8yTxHfNqtqpDjqNxb8egrjwvL9Yjp1OrNYTeX1LStZPpv5H5zG/giyVijDg5x83+Nf1Y/8E6xGP+CffwKERbb/AMKc8Mbdx5x/ZNt1r+UrSre41/W4dK0qwSaWZ9qKqn8ScdAOufSv6vP2AdPbSf2EPgnpbzxytbfCPw3EZIiSjldLtxlc9jjivvsmVqkvQ/NruSv0PXKKKK98QV+WH7cei/Dzxh+2P8X/AAx4pwmonVtNbTppbhgiH+wNMIO3oeeMY/ir9T6/Jv8A4KW2um+F/wBsHxh8REeQSDxdp9veiK2aQ7f7C0tkOACTja2eMcqO9eHxB/uS/wAS/JnqZR/vT9P1R5F+zF8YPE3hW71r4cWfhp7++sWkh8lnEccHzEbpPMIBzzjGc47Vv/s+69p2sfEfWvg34yvPPuNOuCbYSj5E3IGIGMqSegOKwvE1lZyeKrD9oi20ILoNxi2uVEBlkuJFZiXkQqAi9FHLHjJAzXk/xf8AGHhP40/tAix/Z98fXmhXsVnEuqrGzpBJcI2042LkYUrk4xkHmvjlTjUk7ff2PpHNxSTO1+L7eIvhX8b7fQ9S8H3dj4VtNXxbzRzSbb9ODgMMDjpgcjmvXvj98ZdA8C+AdI8SfCDR4NLvL2SOC902yuRNMkTIzPIenzZx/wB9DvXyR+0R8aP2gvh1450n4D+I0tr2y0QJdwzW1uZmuBIM+aSyhgQcjA469a+gfCSeB/ip8D5LmyDP41mSJ7a2t97TXC7l3DHRVVQ+c96KlFxjCU1deX6hCfM5KI+7+I2n/E6DwjO1tPe22l34a/t+Fs0RAcIQvzAtkgknnBrpv2g/CGn2vi7w8sEgsPD3iG2lintdJi2rE52nccnkkOFGcfdOKx/gn458AaL8XT8FvE/gmXQrdtNY3f8AaQO6afAYyE8BfvccYB6Vwk3xVn+Fvxh8VXsPiFtdtrO6mt9LjllWRHiRvliVOgBBAyAO54qIxk6lo9F+ZWnJr1E1HRvhZYWPjz4Da/pN7daTdadNHFLbEOrgw5UkKG3PvO0EdD2I4r8JPE2lS6J4hvdHuI2V7W6eJwwwQVYjmv3a1nUL/VfCafELQkW51x7ee4utNtbqeR7KA5YGNRgYBIGM9DX4l/tEaXd6L8bfE+m39oIJ4tXm82EfwsTkj8zX1HD8n7Sa9PvWh8vxBFOMJev4nHwgA4xXcfA3xH/wjXxB0zUpLgxRi48uZx2RwVbr7GuY0XQp9WtJXt4izIcnHYAUaRKbe8GQQQ1fQzUakXE+Yu4NSXQ+3NM8NC38I2+v318HVpyIyT83JOVH5ZIP94Yr0uP45/HnXvAUXwo1nxhqknhf7LFCNKuCRavbo24Jux8qhsHPIHWvN/gd418L6v8AD6DTfFOkMSzeY9zZ3DoSpji2AIrBRkhwTjNfSPw6/as+BfhTwqsus/s22Gr65aXMNvo97dztJFZ2kabdhjlLhnbqWxnIzn0+ZqO7aa2ufZ4Sk6mFjybNJefzPG/C/wAI9eur2efwo1q4v7wfYdHjumupLcuAEjRggExJ4wmetUdS0m10DUJLG6jk+2xZ86OSMIocZwuXy2fX5R9a90/aD1jRfCvxsg1fwJHpx06W2i1OK7sLoLJI0kSExMoY7WjYMBjGN3PrXyT+198U7yTx8nh7wZqrYNrE15LHCqSPMRyvHboffNTT5qlmPFVaGWYb3m7LZLq3/TPQ/CWs3n/CT2QvZrdlkuRHFGAx8tnGM72LHGQAR06cdK9k8R+EPAemeBNL8LeFvCD6nrV3dt/bTabdtLLcyl2McEaqgVfkjbk5zz2r4Us/FnxH8Ha1bt4qeWSOeINJaXJBWWInqCvfIPfgj6ivcdD+JevXHh65ubO3maOUJFPdrAJUt9jEDa7co3Jw3X35NRXw7lJNMnAZzhcRSnTUbSXR/wBf5F/4n6VYaZ8U31rwP4Yniu/mjGgvrEEzW8ybUOTGzfMSD8vBA7c4rS0+0j8W+GbnRJIH0aW6iMV4Z2DC2Y8Eo3RhyOMgjFc9Br9joGny6na3zaVptwzpLq8sA865fqVRn5Y+qg/lXmfjX4yWnnLaaBqFzqToqxxXVwrRBVGcHbuOT35ohSqNWMKmPw+Xuc60vivdK3Xt1/Q9v+D/APwTT+HnxA1uKw8T/tDpbrcRs4ltLAyNkEDG1S2T9So964X4u2f7LP7Pvi298L/AzUdQ8b6rp108SeIdWsPs1vDIjEbo4ixLtkdSBjsa8wtPjd8VfCepLqnh3x3qNtNMgM7RzkrJgnAYHgj2Nb/iDQYfid8ONU+P0WqWcF5aahbWmu6TFGQzXEu/Fyo6BGCZP+2T2IrVqovieh8pWxWBqUf9hpcsldvm1dl1V3uv+GOH13X9Z8RX76nrd7LcTSHJaRunsB2qvHuyTv8AwpVt2YjaxJ7DFdT8P/gv8RPiTfiy8N6C5UJvlubmRYYo0yAXLuQMDPbNNtJHzkadbE1LRTlJ/NnMBmfIDEjHPFbHhz4beI/F/wA9jaJBbgfNe3beXEv4/wAR9lBPtXtmhfBb4K/C6yeXxZqX/CW+IVX5LW0BXTbNvV2OGuGBxx8qeu4cF8KA2ZvY7Np3c4ggjjCqp7AADt6AYpKXU+kwHDdWVp4l8q7Lf+vvZwngb9n+Cw+z6h4ku7aed5R5UMhYQqc9W43OPwA+td1GdWeaHQdPgWebzRF5EVrhg2eERcAKPw49qgVLu0vI5bm6WGbcSzTkOyjHQIDnP1wOa6rxzaQaXHpWs+G/EckqatpBlmmuAfN8zzHRgNuQoyo44PrUTrJeZ9ThMNgsJBxorXr3OO8R6hIGbzp4bmRMBVW8Hkp7YBBY+/Ssa5kv723hidoAqglUSVFVTk9geKrz6QxlaBNRiJDHIIcY/NasL4XudStJJLO/tMQRBpA9wFwM443YzyegrFtvqJxlUew1IdTGoYfyvLEa8lVJ+6Ohr6E+A2hWmp6Bp+oT6i9lMSzI+3cZDvIAA6D6njivnm98NS2t0IpdQthIiIHVrlB2HvWPafE/9oXTPGkvhL4eeJ54bbTwjAfuBb2ylVJd5JBsRcn7zMBk1EqUqqsmYUMTDBV3OcW76aHrH/BRDSfEWraB4dTStNvbx/tlw0q2tu0gQBVAJ25OTk9a86/Zt8BeJNa8J6/osllcwXNzYeXCLmJlAJmToD1OAele+fCTWv2gdMj1Jv2kL+FxAE+w/NA20YJbmDj5iFAyee1dHomt+EPHd1JZjxtptr9lu1iv9Pvpfs7J8pwWJHyg4xydxBPCHDVMJyjT9na6XU7pZfRxGI+tSbTkrcrVntbv8z5U+OvxDfUPC2j/AAh0dWhsdAkmNyI2wLidiB5jf3mwOvQDAAGCT5ZbrPECTjDHAB/nXrv7Q/wOk8C/ErULfwnqi6xoFxdNJpmowyxs7RsdwWRUY7XXOD2OMjrXH+HPhl4p8R67Np2n6EZ4orczJtjMbjGPvM7BQMnsOa7qU6ap6PQ+FxWEzHEYup7WNnHprstlHvp2I/AHjXXvAOpx6zo9/KGjJ3KjYJXI3AEggAgYIwQQcEEZFfQGjf8ABSTxTa6pa69rWhyXl/bBkExmWJTGVACOAjGTG1cdBgYAHGPDb34W+PtOim8/wpOFiQlwuCSM4yMH5h9M1ip4f19iJY/Dt2QM8/Z2/HtQ6dGsveVycFmWc5WuWF4+TX+aPr9v+CqXivXJxY6L4N0i0dom/ffvGIGOeHTbnjPTFeYa1qE3jjxY0wvDLd6ndvcXl7KPnld2aTLH0VTgAYA2k4yTnxLTLW/t9SBnspYiyMoLoR94Ff617DoWl2suo2mraPfxzMbPzZorhjGtvsBUli2N427XwCOGxnrWEsNRoR/dq1z3aOZZpnUOWs+az9Oh7f8As7ahouj65bRHS0nt9KvPOjllfJ84iMMGA/hPlqdvPpXe+JLa88X61qet6hJbKsk7fY7Y26krkZCj+4oycGvK/hh5ejJeaFe3Mct1ptoBcTWrrKplMjEuvl/Iy4bgjpjHYmvbfAer+FPH+jXNp4x8Wy211p+nu1hDOpP2h1f5UA7DLM2T15rxq941HI9CEJRXspaNGF4Bs7PSNKuk1CEXE7SGWKKCIL5QJyT0wvHHFXvH2paNZeBFu72RUjxlLXOXILD7ze/PXtU17BpxiW6iv4UhjAR5ggUFieeOpP8AhXn3xQTV7nw5rXie1umnsNKsZ2ZZIX2eayMsWSqsAfvsASASgyR3ilB1ay9SoNwjZI+cNX/ad+Gun+J9RGhfD26+xSMfsoTUBmBs5O3Kcr9ecd69/wDhn/wWJ8E+DfAeleDdR+D2pyS6bZJB9rjv42L7R1wQMetfAt8htrmSKK5STa5AdM4b3Gah8wkDL8171TA4eqkpL8WeCuLc7hNuM0v+3V/kfp34d/4LT/ATUL6G08SeC/FFnFLMgnnWKGQIvTP+tBOK8U/bY+MemftLeIbT4k2qW+l6Vo+jyxqDOGe5CyMybRz8zgr6gc88V8XPmddq4HbNer+CbbVNR+C97DcymSJInSFiMhBluPzBrGGX4bDy54LU7Y8T5hmOGqUcRZ6XVlbZrc9C/wCCdXxG8Tav/wAFEv2f9HtZEs7KP40+FglrbRKo2tq1qrEt95iQSCSeQSOnFf1s1/IR/wAEz7bUrH/go/8AAEPC6bvjX4VBO0gMP7Ytc/hX9e9fTZakqcrHnZZUqVIzc23r1CiiivSPUCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigD8KdT8O+CPEv7OWkeKPC8eNf0nQrWS7V5mkeRVhUsAvOMAbuOoOK6rwZ8WvFHxP+Acvh/RtFYRgFp9XkkQKhi+bEaOdx5XBwBXP+GdV8OfCPX9GguFnk0/UvCFjKiRWhZcyW6KwzghfmBPJHBHTNXdEHhz9nPxdqN98TtFhg0rU1kv7aKOAyw20LkttEjIPmAGDhec8V+ZTtLz6o+4i2lodj8DLjw1+0B8F7vULuH7ZqdvaEOsrlXkeNTswWBwAVHT1rzP4AeNrrRvjs+l/Gz4e3CpJEscOg3Ny8aRKccktx05yRg15r8I9E8QfF34haprfwF+Jt3b6EuoztY6TqU0qr5QbeiHarDkEcEZGOlc3o/7U3xi8bfHibUPiDp0UZtpxYSm2tflt1RihTeBnsTknqTVrDyvJLt80R7VaX/4c+qPjt8fo/AvxPtvDng+W2Phx4Y7y4FviWCKfe2I2OeQAoIBHpmrvw+1TQPHXx2n8SazpD6jZ6lpqW1pNrZ3J5jZYyIF4IHIAI4rI8beC/h/4q0/Qda+G+gXOrwRRSnxPpum722EBcbmYH5mO8nHIAzxVn4W/En4e/E34O+MYZGTw3qGiLO+jLLxJalYiyKC3DHI5x3IrmslT91eptq56szPHHwz0nWviT4m8BeOdXnW2scXelBAqQBDHuVOTwq5wSO+e9cp4V8ceDLnT/AWttod9FrWieL7aytWkj3oq3ge0mA2r8igTjqfvbTnqDkeC/jlrPh/wK3hM41S81e62TXF1cb3j38+cJBllYA4HPU9Disv9oebU/B3huTW/A85u9PXUrO6vNXt5ZphFNDIlw+/dx8nlhgdpyRijGYN47A1cHLapGUPJ80XF/fc4sZNQw06i6JvTfTVW81bTzPrqnoeKYeCam8giLzAvHc1/CR9GfIf/BXjwVNqXwz8LeO7e4aP7Dq0unzBF6i4RZFYnqApt2H1kr49isdQ8CeItP1PTb8jUo/Lnt5Ij8/mKQVf3JwCMZ6iv0O/4KLeBrrx1+yF4pGmW0ct5oiwavbiUZVRbTK8px3/AHHncc9fWvg7wN8Q/A1vBpHie+8JvLeaZFBJb2rXszxSyrGuTIPMHAkHQYGOMV/XngzmX1vgqNDd0ZzhbS9m1NfK83v2fY+UxNHlzep3koyW/TT0vdP+ma/j/wCKPxc+OltDZfGrXr7W0sxMtlFrF79mNvNIRmRZCvJ+6xXGTtrK0X4P+MLbw/5Ftdw6nDbWglvLq2jkdkiGFLONoZFDEDcwAJPvX0l8Iv2iv2c/F3iLQvhvB8C9N0W51yzaDxH4rvZRM7zsGbzVMhLRr0UjcBjtxXktr4p/4RvxTrGm38drY2TTC0kTTZxLH5cZyXALHcH2FsHPL+1fqd/ecFt/X/BHGg4TdZtqT0+X9WPLJpbLT0c6OCzBtu64whA5yflO4/8AfQ+ldF8KYR4o1O68O6rc2rGa2Ek0zny18tWwVJIbJAA98YHpXzb4++IPjTxn8RLzT/Bd8/2dLuRLKK3KoCgJG9ieORzycCrHw5+JPi7wz4kfTPEkjSyQSuVNwSj20qj5vu/Qgg5yQK1nRcqVjyqWfYGni1Hldr25nsz7W+IOjfDg+LWTwf8AC+7v/Dmk6c7+XZakAqQhSjXMs0uyNBvR+4weBXz5pVpceFda1C28NaDJrFk04N3Kmoxt5UQwcKV3DCk8HOCRmruoeNLy+0a10rW4LuDTnWRvP+ygNchju2+YDl0LE/L07461U8Q+MrPwtpC2Ot68+gRIVms9Ot7Qea44KtIowxB4+b+Yrmp0Zw0TO7GVoVaiqOSio+l9Uu/T+kjovGPw1sfi/wCG7fw+PFi6JbrKJI57qP5nH91lJHZuoJHFbfgj/gmp+z2ngrV/HfxT/adm0+y0SB5rtrDRmn3qEyMBeBlsL94nJ6DrXzbrvxh1C+1Nl8O3FxHuY+ZfPIwdiSc4GflzTfD37QvxQ8JTSaOviWe90hyyXOj3rmS3mjb764PTIJ5GDzW8adZK0WfO47NckxWJcp03KVrX6K22mnzN/wAZfEL4Y+Dxc+Hv2etEvIoHHlT+IdUQLdXKZ7IGYRqSAcA89xnGPNp7i4uJ2muJGkkc5eSRiST9a7H4p/DXT/BemeH/ABNomvxX2neJ7CS+08Ip3W6LK0fkyE/8tFKkHHHTGc1yUVnNK+yBGkY8BVUkmmrWPksbPESq8lTS2yWyvqrW01+/uNQlVz5n14pyq82Bgtk8DFeg/Df9mn4g+PYP7YvBa6LpMblZ9T1ecRIpGCQEGXY4OcBa9HbwZ8Efh9pa6X4GtrnWdVY7brxHqkAVc9xbw5IjX/bbc/pt7nNrZHTgsjx2Md+Xlj3en3Ld/l5ni+m/Bnxdr9h9tMUNijEeSL1yrygnHyoAWI75wBx1r0TwZ8GbDwcxu0mt7i+ihDyTzx7ig4z5achWHXJ5ABORXSXNtdRRLb2NnNLMy5knHBQf0/GpvCMlnaeIIodT1o2ts8ix3LwbZJiG4ODnao/M8/jSlU5Y7n1uDyjL8FJOXvS7v9OhFa3WrX9y91aeU0NvF5j3Mg2oi5C73Y8jkgAY5JrB1rUH80GIRzux+aa6uFbPuq5wv6mun+J+k3Gj6rrPhG21lTaW2oOqcOS6qcAsQDk4x3xnpXBrpfmShzqEJQfeyWH8xWLqOT0PSqybdkW5Vv7zUvtEkkbMHAyZ16DsOaXQRqUM4kuFjJ8zChI13En6CnJ4N1C6lt76C+tGjkuCqkXK7sqcn5TyBjv0qlHo81tJ9otL+2ZlyygXKZyMds81CtY4a9Nxadn/AFY+tvA2gWun2kl/Yao0coiw1mcnI45Ldh7Dnivj79tvw54rvvj1qFxp+h6lcQLaW6i5jtHKE+WCcFQRwSe9WPg98T/2yfGupKvgTxVPI0hZIGvfskSzFV3MkZmAEjBQSVXJA5NfSPg/xf4v0fwFbXnxmuEl17DteGOJXLYJJx5eEO1VGSOBnkjrWUYzwtW7s2d83Qzuh7NKUEne7WmnTfzPEfCvga8ufhDpWr6nDItvpV/Pc30c2VZ1CRgLz0BIxn39a8y+PnxJv/i34/ufFUu5LdY44LG2HCQxIoUKi/wrwcDqBjJJyT9i3HhT4c/GPwhd2up/FfTI7HUdJcWdzHcKrQzfNsGw7d4EgUNg8Kz8udpHxvr3wy8S+H9an0jWrD54WIElu4mjf0IZCQR9K6MPKKlrufPZ9hcVCFOnRTdN2u+7Wiv2VtTkoFnVBC7DgZLdx7cV6Z8F/wBoPxv8DtUTV/D2pT5TJTa44fbgMQR8xAyAchhkgMASDh+GPhJ4413RZtXg8Nea0VwYg8P7tcAZxiRtzHp04qLWfAXjPSLQXOo+GLhY/MIyqZKkDoQOR+NdMpQlLlPnvZZll+I9pTTVuqTt+Vj6L8F/8FNNT8KajNer4NSc3Ww3IubjbCzhcErGkZ2Zwvc9+TnjX1z/AIKHeMvjBol/4OtbCx0a11CJraa5sFcyjejDIMi5AwD0INfJn9geIIFMj+HrpV/vNbsP6VsfDwNZ63GL6GWNROruu0gnAYD9WFYPBYXm5+VXPdw3Eud1qkaE5+69HpY9W0DT7DXdXlu1jW20+zAfyIjgbS3CgnqTjljycEnJr6R+Afiu10zw7d6lFosP2u70oWlvIRvzGqKiuM/xgIvzY/nXzj4Z8JTPPeadoesWktu05jF/cXCQ+YibpMIsuArMgOCcnPAGa9m8B+KLe10SDxBpkjo322YxtDGx+QHIT/ZPOMeo/LzsXFyiejQo16EVUmrXOh1jwxd3mhi5uLq1lvLhcysLVTsVgRkt3OT0wcYrptIbSrPQ7S3Nm9zKMJNPH8gz2XJGSOtaxbwN4k8Kp4yl8XmTVnv2jvLOdC7RoVDFyehJYnjtjmsXVvsliJLt7+OHzEd4Y41HzdgAOw+tec5OSsbqKjK5yf7UPjLwN4O0GbUvGFqupW627CW2gk8sAnaqkHB5DHjjkivmLwd+194U8KarYatD4BvGl0/Uo7gSpfqDMiuGCsNnBwMZHr0r0T9sux1i1+D8upapdqY9Xv4haTTxSLiGLcxCHZhg0mVyDnKDgDk/HTu6naj59a9vBYaDw6UjzswzzMcvqqnQait9k9/VeR+j1n/wWz+HbTJPc/BzWLYj75t7yJyffJIrqfC//BYz4E+J1l0+HwjrsGoi2J063v44hDPNkfIzrISoPJzg/Svy3MuDuLZHpSr5pmSeGTYVYFSDzmj+ycHe9vxM6PGudwkvaSTXXRL8j6F/aZ8RRal491v4wXi2pbWtaeWw0gy7iFYbiz4x8o4GOCfzr7h/4NSfGnifxb/wUc8bS61qBeP/AIUrqH7lIljRSur6QFAVQAAAzAemT61+eHxb07Vb7wLpdzdAvOX3M5X/AFnBBxX33/waTrewf8FF/GttcRuij4KakSjAjn+19H/+vXp4CEY1opdDjxeJq1c20bUW729ddT+h6iiivpj1AooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooA+ff+Co9xa2n7Enia4vlYwrrnhwyhHKkr/b2n55HtX5WfHH/hFPhtrmjfFf4dsiadNOEvMO8hjcg/MWAyCwBIz06V+sP/BSPSdO139j/X9H1cf6Nca54eSYBcnB1yw6D19K/K3wjJZ+INL1v4DTaebzUru7mtrMXMTxwiRQyiQvsO4DG4BQc7ffNfIcQNLGR/w/qz6LKL/V5W7/AKI2/jb8X/Fdx4Q0P4myaRLpFlo7wqrPJG81wJWUEsEbco4GP/r10PxZ8Mw638ELP4n/AAx8INrGqIyeRaRO3mAOTvLYG5iMBiM9q8o8YfEP4UfCf4Ja98Nfi9bzxajHE9rbXMNoElNyP9VsYglgGUNnIGK4T4d3Px7+GHwr1L9oHwb8QV1230qzFzDZalLKSiOoDOFKlTgHscHb17V4Co80U46a/JnrOp72v/DHuP7FXjrwRfaNqmjfE3w8txqgkkZtS1G9ZBaMflAUNnLdcdwcZ6VX0X9prUR8T9R0LX9QlSwt7iex0m5tlUM8G4gNCxJALbRk+mPWvCv2QvjZqPjPxbLF8YLRfsV9cNcX0jQGFJvmyTlQMjBJOP8AGvavifpHhX4fa9rHxI0PwTe6/wCHIIo20S9iVhbxSlApYbhkqHJA5wQD14p1KShWaktRxm5U00ztvgD4T07xT4P8QaNPolvba1cXU93bahqMZe4g3EhBg8DB+YkcH0Oa8j1nQdAk+Hi/FHXbi9uNb0u9jt5rW4K5K+ZhioJyXwS3sB9K7L44+MPDHiz9mrw98QvBni0adrN9PDb6hBbzeVJcRsr7gxJ3DkDnOCMDpXMaX8X7fx7NpXw71FobTTLW18y71Zp2jdV27fJLRglxznvyQM0qXPrLz/IJqOiPhH/guppPgzxDqvgL4teFNKvYLq/06a21h7pc7mUqYsvtAZtu4nnoRkA5z+fAUHnB4r9IP+CxOleI1+Euj29zozJpmm36yWN0DIY3WUlUdGc8llTJGBjHevzjto/NuEi/vMB+tfcZNL/YEu1z4bOIpY+T72/ImtX2yKQPevqH9l67n8Y+GtM8PRag3nWF1Knk5HMZG8L17ksK+atX0a40l45JYiqyjKZ7ivXf2R/FcOgeNojd2qT2/mwvcxFtrFFkXO1hypwTyDW2MXPh3JdDhwsuTExvtf8AW59S/Dnxt4/+Dniu71H4T+ILuz1JIpLeS40s/N5R+8BxnaQOcir3jw+L/jfrbeJvHOvGXxBdXMUr69qF4ySrEgAEbQKjNICuBuGANv41u/Db4p/Dbwfr6axeeB3vjqKxwarDJezlY4CymRIm8zILbQNxJIGeRmvcpvjH8C/jF8O/GOnfD74JaF4Ui8PLHf6HpNzKoN8PNAaF5QVZmC5IySeeuBXz85295LXY+zlhPaxUJfCtfL/hz5x1r4ca7o+jrrHiCD/iWpI0K3dnEzo8oAJVX4UthlJGcgHtmufudQns1VdHeOIH5/Nc8hs9NqED891dj4w+JNvoXwZ1KLX7wbrW0kntY8rIkk7sMDP8PK8kdcj0r5Kt/E3xV8VSXmsafqFzJFCpkuWh2hY1AycKfQZOB2Ga0hBvU4sfmNDBTjCac5PouiXU+1vgBpXgDxF9l1X4j2lrcaTpNzN59t9q+z+fIELIF+RiqkhenQdO1UPiX4c8P6l4b1y51vwPeWUd5ei3tNdOoRw29tLHktCgmZWlYbTkLnnFfOnwe+KWs3Ns2kamTJcSBYHniciSdMHau3oSMEZ4PQV6NrHiW78Va55ev6Ncy3okT7HpQstgZ9v3mRc7m9WIJYe9cs8PJVHJM6oZnRx2CTpJa6a+liHwNd31ha2um3/hW5/sxRtt9SjuVlPmkAnIH3geCQDn0rS8Zfs2af8AHDxHBqWo/Ey10UJDs+xvGGyPvA8suDzjBGeK5Tx78U9L0mEpqnjiU3qQNC+m2NsDFGvGUBVgFIxgg9K8vvfil4g1UzpptzNZWxBKxpOxL46Fjnmt406m+x4+NzLLcPhfq1e9RaaKy29P8z6W8e/sJfsi/An4S2fxW+Jv7Q2r3897IsdloWl6GzNcybSzKJGKBcYGe3zcE188+OPifBqVr/wjXw+0I6FoKMSlrFJmSY9N8j9WYgDufTOMVL4f+NXi34gQJ8NPin4tkvdKvpFS3vdRJd9Om6RzBvvbQeGHPyk45rK+KPgG5+GnxD1b4f3moxXM2kXjW8l1ApCSkD7y/wCyeoPpVWknab1Pl8wxFOVPnwkOSm9H/Nfs3e9tOmnc50FiT2561LuKj756cYFS2Oj6lqMot9NspZ3PRYoyx/SvWPAn7KOpy2kPib4ueJrbw1pTqJFjyJ7y4QjI8uFTxkd3Kge9DkkeTh8FisXK1KDf5fN7I8ntrC81KcW1payTyvwqRoWYn6Cuq0r9n3xPqd3bf2jeWtoHyZoN5eWID+8F4Un0LAjHOK9du9N+Gum3UWg/DDw3Np9mgw91ekS3l0f70jjAGR/AoVR79ahvLe5dzHbWcsVtHxJNvVQ57gk4H60KVt9D6vB8OUqMebEyu+y2/wA/yM7wv4J03wBp/naQ1ukZkKST7TJNI2BgM4XhT2VfQ8cZrS8/V002TUbl47aGaUxrKCI/NK4JSPP3iARkngZre+Gmnadr0d/oeo+IDDINOuLiygt1HltJEjMBI2ct0PCjvxmuN8Wi81GG1e71ZCsC7I1CPtX6fL6Y/KspVb6H0UFQo0FGirLyKkmo3CagTZRQR7VYiR7hXkzjuxP8sVSNtqHkTSQ+XuZenmI3cdRk0220n5meTUYBuU7WLMMcdeRVm48F39kbiS6vbQIIFYlbpGwGIK554OO3Wst3qznnTlKDdjpvg7bT3Pi2ysr2JWEgdnEQCgAI3OR719K6Ro0em6EtvY6y80UxJdVXHlHH3Rkjcffp6V8WeIdU8TfD/QrjxJ4T1tILy3KCK4tpkd1DMqnjkcgkdK6z4TeMv26df0tr/wAPeIT9ljaJrqO9eyjmSN/uu0bgSBGAYhsYOOM1lVoSmuZNJeZeBxsMOvYuEpSeuiv+vkeMTeF/GT/ESW6uPDmqRRyalK/mPZyLkFmPpX0Pql4/wX8Q2Pxf1C0E3laVBBpsTDJSYW4BcA8bwSME52kgkHofX9d8f+GtCigg8Q6tDZM5RLi7liPlwMThd5I+XO3PQnB4U1yn7RXwZ0Hx78LrjVNJ+IGm3XiLTr7zbO0S9jUXkJysikMwMbAbGXOd3z8j5VF+19q05qy2IrZZLBYao8NJzn8SVrWav/wfmj411261PW9Xm1W/uHluLqZpJZZHySxOScn3NLZvOZ0lScxlWG1kJBz68Vr3vg3X7a3l/wCJawuUbhJomZcg8j5Dmt1Pgz48h0m01SDwnKRPAspZWUZyM7gm4sq/X8a73OHKtT4N4HHSo+15W3fazv6tWO2+Dn7Y/jr4QaU/h4SSXFlMEWeF1RkeJeRGFI+UZy3UqCd23dkn1PwX/wAFSNS8KaKNEg8C28scKkQHUbx5XAySBujjHbAx+PtXzBrPg3xVpd0lrf8Ahq5EjICmyPcGGM5BGRVObRdctosT6Fcxg8jdCR/Ssp4bD1l76uenheIM9wMFCMmraarU+nviP+1z4g/aH8OwWPiW2tLewtH+0RabbIfKmbDxr5mVDNtY7sElTtxjBNYXw/hXSrm38ZXTeZML1WsoXbAMiOpy3qMjGPr0FeZfC60sr62n07Ur42m60IikaNmAdSzhSB/eYqv/AALPavTvCWn3Gk6fDrV3c2kdpawuVja7jaV2mDLHIVzvKAhshR8pGSTxXPVpRpx5YKyPZpyx2aJV6nvPlu3/AMD0PpPS9ZEPwpg8HeHtPgtJJLxZbiRwCRkBSpYk4QjHH41i6n4WFtrNnJBdWwjikDyzrahMsM5AwCcfN1wM4o8JeME8N6hDHFdXEEFzaolyseQCGQ7iX7ggkE//AKq73xBpXgWxmtrnwx4ni1Fb6wjmkd4DkTuuWTnuvr6ivFbcGdjXtFe5Fp1xpJ1iOKyszAnllluJgFTGOWKgdTzXzv8AtcfFX4feCXNvqGiy32oST5sbmGfYYyqjeuCpyp3DPuK9j8RyR6dZtZwawFn8wIVQbigx1JHf2Ar5B/bu03VNG8U6PoGtyKl5Z2DNdK8brI8srln3BlGNuAuORgDBPWunL6KnWu9jPE42tgcO6tL4l+uh2HwF/wCChPhD4L+Oo/GEXwsvZojpz201nHqShSW25YEpnHB4Pr1r3XT/APgth8LQ5N/8KNet43wWS2mhYfqwzX5uea+7BfgUglC9TnPSvTqZdharvJa+rPHp8X57SWlRf+Ar/I/UDXf+CpPwl+Mnw71Twv4F8Nal/ampWtxaXMOqrHF5EckRVJEKu247jgggY9a+D/G2r3nwv1OK20y7s7nU3thLLcIglWzJJwqgjBcAZLYOM8cjNcX8MzqMHjeyk0642OzlSF7jacj8q6P456Nfjxj5sVsxP2dd6BMkEZ5p0cJQw8uWGxpmGeYvNMDGpU+NO11p2enY/fb/AINPtX1XWv8AgnZ40vNXvHmf/hdWpbC5HCnSdIbAA4HJY/Un1r9PK/Lv/g0qe4b/AIJxeMxcbsr8a9RC7uw/sjR//r1+olfWYX/d4+hWDcpYWDbu7BRRRXQdIUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAV8N/wDBXibwePih8JrPxxA0lhcaH4mRkE5jBbztGwCR69Pxr7kr4S/4LS+HbPW5fA97KzC503wz4jurQom45W40YsPxUEY5ySOK83OLf2dU+X5o7cu/32Hz/JnwzoPigfAX9oL/AIR/RrV7yw1HbJpsNoCDOuSAFY4XjBzk/wANdP4p+JWpaR8erGXx1bfY7XxXG2/TYZFZE8sqBlojg9ATn39axNQsl+Nvw/sZPC2lM974VVLq9upoHSRYlDZjjj25Yse5Kj5epJrhv2mvjB8IvE3hbwz4F8Pavd6L4uW9UQXdnB5WyFhscuFAPzMFwMk8GvhFBTmlbXZ/5n1Tk4xPSv2zfC3iP4fNBrfw48KSy2WoWfmanrNo7bbfawA4UDG4YGT6Gux8C/Ez4bRfs4SeJNG0K2sdd03T2kt765vMzXssceVUIecbjjr1IxXy98YPGv7SX7N/wYs7VPEltrVp4vJtp7yXfNKgQZEW2RO4yO54IwK9G/Y18aeBPiD4eOmfGgrZGOMxWbTJIjRORkbUHVjyBxSnRkqCk9Un06jhUTqWRt6b8edW+I3w31zw3rT37axepvktbVFWR3I2nzM5LIo6Adhmu58ceHbUfs4Wnirwbp1tp91pAgi1BrFCZ7pQwR9zE5ySwY9eFPNedW3iC1+AuraMPF/w8v7e91TU1SXWLtDtNvvxtUDBydw5yT19q0v2ode0Hwl8adDvfBPjAPo72S3s+mW10qxRTl2Xdt4DfwnBzgVLV5pRVlv9xSuotvcy7228CfCfx7oPiawS+v0163kkvWSRBKshIABPOEO5uo5we1fkJ/wU88F+GvBX7aPjK18GWU0Gk3l6t3YpNEUO2RFLEAgfLv3Ee2OT1r9dpfHMfxp/tPWtSjtbO4tnjh0exNxLEt/Mp4cxxjgtnrxwRX5X/wDBWe28Qv8AtGR6x4l0qW1nubDy1FwGDssTeXzuJPBBAJPQV7+RyksZZ72af5ng59FPCJ9mv8j5bQAMD69a0dHneC8SRDgqwIIPSodDsG1K8+zIhLFTtHvUs9nNpWom0nQqyHkV9a2m7Hx0ldH2h8M7Y/EDRJfE/wDaSvE+nxSzCToH28njPRgVz6kZxXp3wj+O3xz+Fmhy6H8KPGur6Zp11ceZcfYBlGlKFAzAA84z+FeC/sb+ONP0/RJNP1jSkuofLeOIrO8TI3mRsclCpb5d+AScEV9YfBP45fAXwAZdC8Z/BX/hJ9GiinuI7a5vZUknvGUKkjkuVKoACFIIyDwc181Wio1XTa0PrcsvUwinDfX17nmUHw5ufEGvR63pdxZWUyW7LeQy6iXF9KSGLlQuICBxhm7HrUvijwbfeFZ4z4vtZ4Li4iWS1X7MVDxMuVf58DaVIIIyD1AOa93+OvjvwZ8R/g94c+J/gvwjoWlXl3cz6ffaXbukL6eqOhSVFUqCHAZT8v8AEcYr54/a7+L7WPgbT3sNQxrEtx9nXzEDeVEiBdyseTyvAPQMK56blU6HVUVHLsPKUpNR3du//B0K1zqt7FMyRvAkEYP7oguZFHIGBhVJIGNqgg4r3HwZpPw8tfBOo+NNc0q2vNZvLCI6MBekG3hCs0shREyxCJ0J6ZPpn4Ki174rWWmweJ31O7S0acCG4cqyl+SAe4zg4z1wfQ17P8JfiprF9aW0mnaUzzQK0v2O2jMy7mDI7GNj93r8uSMHkc08Rh3NLU5stzzC1ajp8ji3rqdz8cPCGhW+g6RBc+D7/RdTt1ErJfapCj6lHI/yt5RbzEQ7SdxXkY9eIPBuqaldXHk694WmsL3YPIZ5d8c0RGFZsDKnGOSCMDtWHYa493dv4gtoPNv4U33l7d24MVim4+vyoBxjpj9K434hfGLQrIyw2Piu91iR5TIY2jKKJNuPvhsFfTAqI0qluUJ4yjhKv1mpJK9tFbp+N/Q7/TP2IPC/xL8Wya3rnxvt7SK9vFaSEW4Z4Q7cjKliQPZfwqx+0T+zd+xt+yNfW2jS/EjWfHniOWzW4OjrpbWtvBuJ2eZKWBKkAHgE8jIFfP8AJ8WPHtr5Ws6V4ku7Ga3k/wBFFpcMvkgg8Dmuw8HX2t/tTXR8N+M/FECa/pWnXF1Y6ndR/PfW8UTSvbnb96QbcoTjqwJ6Vs41Iq7eiPl6uLyzE8ywlH963o5ap333dr9r6eRx3jfx9r3jO7BvcW9pEAlpp9v8sUKAYVQo44H+RWFGWJBLYpwi3/MGxnsBWp4a8EeK/F2oRaX4c0O4u5ppBHGI04LE4AyeB+Jp6JHy83WxNW7vKT+bM0O24KHOc+lXdF8La34muRZ6Npclw5PzFVwqj1Zjwo9zXtPhD9mHwR4KVNW+PHigyTbd0Xhnw/Msk8jek0+CkS567d7fStVE0K6vJToWiQ6fp8PENhaR4VFHTJJJY+rMSxqVK+x7uB4cxNa0675F+P3dPn9x5f4c/Z3u5L2W58RaxbNbRAHZZyEhz127yABjpxnpx616Naaf/wAIhYJpWnJZxo0StBBBAdhGOSTgF2HQknqMc4pt5Fespubm2NvHj9zFNKFXHrg8kfQd66pbKzvPhs/iK18SNLqOn6pDbyRyRbYkjdXYFFBJzlepGOT34pSqpeZ9Xg8FgcFdUl73d7nM6u9/ZWcVpqr+WWiEgtFnWKQhgCHcfwggggdSD2rnje309tNFGltEjsAUhlUbhz1OefxqTxPaz3erzXlzqytJP82XD5PpztqDT/Dk18yafb39t50jgKGm2gkg45YACsHJy1ZrPmqSI5bbU44oRB5JHmHOSrjoPrivV/2ftLg1aW8g1CTyliaNRcDhUJ3ZOB17dK8qn8KXFtaxi51C1UtM+wi5TBxgdc8896xPEfjX4qeArvT9K+G2tTxzak7BodOVZmmZduBjDEnk8D1pODqLlT1OWNWODxPtZptL/Kx9T/tTaZqP/CgPEGm6bNc37Lp8aW4ghJeXc6j7oJIGCenPrXyP+zZ4V8TQfFOwOraLf26C7iLCa3dB97POQPSvefglr/7YF5qGl6h8Q9agu/C8ySGTy5rOQuUBUJ+4y4YOCCOoIOcV6VP418J6prR8MReLLPT7mSCRrR7mMhboKMEIerfdPTA/2s8HKEpUouno79Ud9TC0cwqwxUm4ctrJrfrffrc+evHviXUPgz4L8QfDuEbdU8SlDc3cRw6Qb93lg9kIxkD7xIOcAg+ELFPHOZAeF65PWvpr9sX4Haclzp3jz4e+JrPVzPZiPW7S2vo5Gt5VJ2uhBBdWQjdhRtcNxjFeDp4G8Q3d/Z2Gn6UZGuJljkSS3csckY2kMFz9a7cPKny6fM+OzPB4+rmDpSjaMV7t9revVu5Q0C/v9Mvk1CzuSkiMGCgZBIPAweDXvXhX9vbxlovheDwp4gtrm+gsxm3zOokWbeGMgl2kjJAzxubuxPNeZX3wa+IGmXf2aLwnKql9qkyow69CQcA1z1z4Z8RR3Mls/hq8EiN86/Z2OP0qrUq2j1Rw4XFZvlc24Jxv3X+Z9bw/8FYde/s9LSDwFpglBwJLiWVnHPBJVADjHXvXFfFj40at8ZtW/wCE08SzRvfGH7PDHGnyWiIzlvLAAA3bxlsbvlxnk5+eJ9L1WGRVutJnjwQDuiIxXpnhXT7HV/Dkch1ErdrecW5BXzVlychiMLtwmc/3xxwax+q4eiuaEbM92jnWb5tGVKtK9rabdT1j4VafaeHtWi0ie2F1NewAXis/3Y90cg2j+8Cg5+vvXv3jDUX8ZXGl6daC1tNOs9OWJl8gOH29GxyXfBx714J8PYH0nxFaJrE9o76ldKIoba5RvLjjDo8bbCSH3ZJ3/eA4wBXt/wAMPFWi6hqMfgzxT4knsNLuLxA87oypCCxXO3qSAW468nivIxKfPc9KFKdD91PR/wBWM7wrolrpni6W71IRfZinlrbxW4zIMlhwAQc56E8dK6y2utObS755VFmi4EomO5m68LgcDFM1bSdBt7u50rQ9RinjhnJil2BW8pScNuPY965LxNY6h4lePw54b1d3eaPMpggZsIOZCAoY4CbmzjtwD0PNZ1ZJFwvDRK585/HD4/fDfwr49itLXwVNd3VuF/tJhebVuQRuUkbTtYAgd+grtf2df+CpXg74H6FqHh67+E+o30N7ffaIn/tFMxfKFxjaATweeOvSvmD9oq4+1/GLXr0PCm+/cCGHOIgp2BeQOyj8CPpXDCRzne3fivoHg6FWklJfieLW4ozjD4iUaU0lF2Wi6adVc/SzSf8Agth8IVCx6r8NvEkIAIHkmBwufYuKwv2rP2x/Bf7XPwpg8EfC6we3tGvLW6k1DVZFikjcBhIjqGYAKWGCDk+lfnh5m4bOp9TXon7O6ao2q3tnBKzwNGGkhHOThsH+dYrLcLRfPFanXhuLMzxjeHxLTjJNaJJ7fkV/EfjzUNBu7zwt4VuIRbec0M18kCl7oA46sDtQ4yFGPfJr+sz/AIJuXF1d/wDBO34CXV7M0k0vwW8LPNI7ZLsdItSST3JNfyJeJtM1Cy8R3cqQsUF02HVTgfMTX9dX/BNRpH/4JzfAB5SS5+CfhUsT1z/ZFrmvocsUVJ27Hk5fWq1cRPnfy6LXoe2UUUV7B64V+QX7c/jXxLY/8FQfiFpr3M7aXpup6ZcCCEkAltB0zzNxHQFQfyPrX6+1+Rf/AAUA8LHUP2+vihqJv75N+s6WFtrZQVmxoOlgqRtJY4zgc/SvD4gaWBX+Jfkz1cn/AN7fp+qOL8WW2l+Kv2e9f8QeG7xIfs10ZxZ6g6qoxKGVFUg/3lHvmvHdS+GWkeBPEOmftJWvinTo5ZZorXUNKt4xG0sm3BeMAAn7vO4DJ5zTvEz+PNU8Q3el+GF1K1tNOuWR7SWH7O0u07Q7qSDuwuQCOn51Y+NPx3+HHi7wPoXw9udEubjVtKvRNdXVvswVUcRlz1znJ6gbfrXx0FOCsuu/ofTcsJu/Y9StvDVp8fNNi+MHjDw/NHffb4Lfy9PuzGjW4bbGjHoW3O7ZOOfTgVnfEW00n9n343aD4v0eDU7XRruBY9SaS58yNJw7YX5cAtt2kg8/Nz7P+HkPhb4qfDy3+GnjPxxqvhu2e4E8Njpb5RpVO5GkdcAAAZxtPbBzzXDeKvEmqaHc2nwL8Qal9p0pdUeeK61CzfZMwBCsN53cj26tUQ1ly/h5DcbanqXiZfBfxh/aPi1rwL4V0rxLZ2GgImoH7RtZZwztx84LbV25PTI7msGdLHxr8G7vVbXw1HBe6PrjNax+cBPsZ2DIcEO57556DnvTvF3hSy/ZWstF+Ifw1lWOfXE8lTEmBG7AEgqS3RTwCeta/iHwv4f1T4F2Pj3TNXuJrpbtWvIHtUiTcWKna2Mn5ueTzycVF7WaemliuXyOS8CfEZPhrcnQL26uhp95G5jtFux5r7xyhLK+Advfk89elfjp/wAFFYv+MyvHF4kCxpeaktzGqEFcSRI3BHUc4z7V+uX7QY0TQdI0bx5oeprqep3twFu4jbbYrPqQflOHOeORjg8Gvyr/AOCoLi5/alutQMUim50m2kZpWBdz8w3NjjPH6CvoeH2ni3Lun+DR4HEEP9jV+jX5M7H/AIJd/CXwv8TbLx63iWwhnSDSY7dWmQN5QmLAsPQ/KOa+bfiL4UuvAPxI1jwdeMDJpmoy27svRtjlcj2OK+mP+CV/iyfwrpfxPvYkSVYfDlvL5Mh4Y/aVQH8N9eZ/t8adp8P7Q9z4i0mCOK31zTrbUFii6I0ifMP++ga96lOSzCcHs/8AJHz1ahF5XTqrdNr72/8AI7v9n3xAJ/hfaTSxQs1vcyQM0b4kCKu4MwxyPmABHp0ratvjF4TvmZLbVhGhyT5gK89h0+vNeYfsx3K6jYX+nuAxtSkwTcQzK+EOMeh2muckklgkeMDoxxXBXp2ryX9ajp5risLh4Knb/htD6D8B/HXwxqXjOw068tHVy6wpOt2ArnJABxy2Sw7fWsb9qL4ZXlx43fXNAsCzSbI54BPvYttGCCQM/TtXk3gq4Fv4r0y5wQV1CIk+nzivtTx3ofha6k0K48P+JYNQ8TX8ZNxbXASKCyRUJV3ZyA0hQDCng988VyzfsqicTX21XN8DKFS3utW+d9u7PmD4Z/Bf4h/FHxHbaVewSQ2Vom2e4u2wlvCpLEKPqTgDueccmtf42fHDU5NRuPh78Nnl0bw/aMsd1b20xBvZ0AV5JGHLDIIUdMDOOa9d1DRLjTZf9Iv7MTxTFZohdDIcdTnp27V4B8c/BE/hfx7d3sMMK2OpStdWLW7AxgMctGCOhQkrj0APQippVVWq3fyPIxKlg8BKFO6ba5n1t0Xku/dnP2HibU7HV4NS1BjexxyrK9pektHKAc4YE9DXbftQv8KdU+JR8afA3R59N8Naxp1nc2um3CjdZTG3QXEO4HDBZxIA3GV2nC5wPNJJhM26Scs+Nqj0rbtrLVdYsLXRdQvyIYcpaxSzYCF2yQF68nB4FdLSTueTTk50pUrNp2a9TJkuZJUVSc44Br3L9iz4c+E/iFN4o0fx3fzwaXcaaiE25CmR0bzW2luAyhMgnPJGeCa8fTw9YLMY91zNtX5hHGR+nJx9cVrXnijxTdaLZ6BpGlypaQRkRpBAUUMWOWOOpOOpNKeseVHbl1KNCuqlaN0r6d76H1zc+F/2XPh6qeH/AIe+BXlvoblWbWr2Zp7jYQQfl4XpgjBXJ9qq6tp2raxp0FpqUnlWrSg+QirEz4JxkLyTjrXnfgXxTpk9hZaf4ovDaTW1uiy6hbYYy4UD5jyQRjA7EY/H1fwf8R/hx8NU/wCEkR7bV7hbCWDbqESzLF5gdWdF5AbDLhzgqeRyAa4alOUNrtn6JgHhVR9yMYx7Ky/4cxrX4V6pO0V5dTWOjaLPe+QdS1LqgHV/KQFyPfHOa84+LHibwxFqM3hn4e+I7iSzilZJtTuYykt3jj5VQfu4+DgZJPc113xA/aC8KeNdMfSdftNcmWa8lma7tzGCwcgkYckY5bnGfm5rl5vhuNd8FTeNPh6GvLayH+n2U9ki3EEfH7zKE7l55IwfbFKPPe8jizDEUqi9nh3fu/0S00M9LxbWMQSa8qtGiJtzJxgD/Zrjbj4u3nhX4jXej6vrcc+kymNfmkbdasUXLrkdPVeh69a6C8urdLmR10yB8yHIO4Y+nNeK/E6/hu/G98zadDzIoIVn4woHrW1GnGcmmeDUr1IWcHrfzPfl0efUV+2Rz28kUy74ZIbhNrg8gg56c5qp4m8H+Nr7QZ7XwWNOXVAYWi+26ksaFcndyGGTj371w/wB8TeMlv7XwnJ4S1CewnbFrLHbO4gc8Dkj7hJ59Dz617x4d+G2oXmqM2sSvBwFgtYod89w391FHvxk8D8qhr2E7vodtN1sTZRj/Xqc7beFW1K9jiv9LgvNQKKkxE7uGfABYkH7v45r0zwh8LLTx41l4Y8L+B4dcvrSSOVI4rU/Z7O4MSI7zEnZIy7flMgJHONpOa63wn8D9A8KzB/itqFzp7XP7y28L6InmalfKezk8RIe5bAwSOwr2f4F/EbRvhx43h8H+MJ9C8M2OuFLXQvDdqPNmt3ZuJZXHLu3QsQFGfxrgr4nli3BXZ9Jg8rjzfvbK+/9f56+RqfCL9jXT9Jjttc+K9wda1dX80Qyki1t8dMLn5znjLenOcVzv/BQX4S6Xf8AhHTNc03w3aW+rG4lMV1DAiyTQxxmRg2MEqoDH0Ayema+rohp2lxm30+BpSTh7qZ8n6AV5b8f/hHY/FXxb4T/AOEuu3ubfTheXIs45iizKUSLbIAeUIc5U8N0PFeLRxc5YlTqPRH0eIwcY4Rwopc2lr+q1Z+WkumztKzT8nzMHcPritTw3ol5cXqWmlwPNPIQoVFyc8V+ivxS/Zo+DNh8L7zxN4S+GWkQ6hp68wW+nqU2BuTjsOcnHpWJ8Ef2Y/hlrvhOz8TW+nWzz3c/myzWO6IRMDtK4DZBBzn68ACvUeZU3T5rHnRwVZVOSyva/kfGHxct72wtrfw/YXzhLKFYby3RSu+RThieeQDkfhnHNYXgHw5q+syPLod19mSAgTXrybUhz6nqSeyjJboAa+3v2ivg7+z/APCnwhqXirUfBZur2XfHp+66LNPcMflPPXL8+/NWP2ef2SvBXhzStL8Z6rLY6zq00SXPl2bhLewYoOEQAAvzy5HUVCx9OOH5rf8ABNVgZOvyK1+p8q/Fr4BePPDfw3/4W74j0DytPeaKzs2ltxFJIzE7ZWi/gUnHXnkcDJFeJ+Jm8Sa3cwpod3NCtvIiTiFgDtJ+9u6kYPA/wr9BP+Ci83iiH9n1INDgkvfP1GOOc4zHaBDvQuT0BdUBbp61+bGtfFa8sbt00rQ57CWJW85biQMyzKPlONo6EdCK78vryrUOZrqz5rO8TgslxThO+qVtOvWzLnxa+KN7pNxYaB4J1S4s7i1t92o3lvORM07E5TeOQAu0bQeDnOTmuMm+JvxCaRbtvGepNKGJEkt2zEe+Sc1h3F7Nd3T3V1K0kkjlpJGOWZickknvTSTK3BzjkZrtUEj8wxeYYnF4qVWT36dux11v+0B8Z4lRf+Fgai4j5VXm3L9CD1/GvRvht+0/+0f4i8IeIvh/p3i2WTSrzT57nXLNLWARyQqhyx+XIwcfdx1rw3aAAFk5Neh/AHR21+81vw/pqF9SvNFmjsVUEkkqQwAHU8iiUIbpI6MBiMVVxcacZvXzeum3zPMpT8+So/GpEsGktvtTqAN/X2rc1X4VfEnQ5ZItV8CavCY3Ksz6dIB+e3FOk8OX1npaRXVjNGcc74yOe45rbnSWhx1adWg7STT80c/9n3t+7GQemK94vPiF4k+B/wAHbL4LXvh9YV1mJr/UJjIhaTfHIkX8JYBRKxI3AHjIBANeOaN4d1zxHrlt4c8OafJcXl5MsNvbovLsxwAK9b/bE+GHib4VeLdH8I+Mpla/tfD1oty0ONiyNCkpXIGDgSAGobUmkzvwPtqWDrYiCelo39Xqvmevf8E1v2j7vTv27PgV4Psfh14cgW7+KnhqxN7Hau0jpLqVvG0mWY/PzkHsQPSv6n6/kV/4Jay6I/8AwUc+A1vr63Bi/wCFx+GmtzBIAyzjU7fyuoxtMm3cPTOMGv66q9fK6cKcJKK6nq5fWq1qT53e23kFFFFeqd4UUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAfgl+z78RNWufh9d6h44a6uornR7W0iCqdqFYkERAzhiAD+RNdx+0Holutt4L1+y1KyuLK8MkMseokSuIyqs2V2nIIxx0+bmuJ8BeGBpHw1sdTeTV70weHoJ/sVvaibaVt1ZSqKvCnkFvfJNYPhzW/Hdhrlv431a8uDpVvID5UkojjgUfwgbjhDjr9a/Mmr1HJdD7pW5OVl34f6UP2O/Hc0XhPXLHWTrdr9qsLMNj7PuYrtlC/KMDnggngYHWvYfD3wH8H3XiKy8Qanod876zp8lzdpHf+XEJiwaV1DcbWZznr054rxD4mfGf4e/FP4y2/irwX4SumeKxS2VX8uKOWQfMZDkE+oHGSFzivWfFPhfw18YfDieKz8VtZTXND0/Zp+lBJDaiPg+WoUkuSV6gDtnpxNSUrqUtG93+RSpqKsiL4K+NPDnwN+NfiDwB4u1G6stGmuJZdLl1SUlWg3FlbsNvGeOuaytL0zRx4V8dfFPR/hvZXumT6tO+l6raXOJEheXCZUPxkEZBBOBzjNYHhzUbX9oD4l2/g74jGLNjbw2ES3dn++EYJ+bhux5yT35zXR+JL1/gP4yuPgNpN4Y9FvTFcXzJEJFaHKldqn8zzycCk172m7tccVpr0H/F7QtP1eLQPFVpo6RjVdMEd+LCfZtdDhXKow2/8CHYcGuf8VfFY3nwd8RfDvWrh7q5GmTQwRG6Ty48xNGHbKZZscABhzx7H0T4reE9D8G+ONFvdJ12V7PULIo11eW8aGIcqzFAACMNnucjg14r8W30nwH8Urnw74UnmvbG6sTI+peT5ckpYHKKCWVQDwT3557U6Mk2vLVfJkzhzJ32Z9aabd/b9Pt77K/v4Uk+Q5HzAHj25rtrPQ4LvwB9pVF83LSBiOTt7flXlfwau49Q+D/hO/hhMaz+GrCRYyQdoa3jIHH1r2HwndqvhW1t5UDLJcSIc9hgf41/CmY0Hg8ZUoXvyScfubX6HqYOUq1CE5KzcU380jzjxT4b07xl4W1TwfrEW+01bT5rO6TP3o5Y2Rh+TGvxr1TX4PBVg0niG2S3+zxRpdi3yRHKSVZCuMhlOAQe4NftRcxm3vZIc/dkI4+tfj9/wUe+Esfwr+NXj/SrO0KWl/qY1KywhRQk7RzkKBwVDSsgP/TM+hr978BcyjHGYzASesowml/hbjLyu+eP3eR81xBKrhZQxFO2zTv33S/9KOEHxk8Opafb7fU1fySCkLPtLDv1GOueDXZfA74m+GviDq1/o0GnSJPLC0jQm9ChgCSWGAdvUc18stPKY9pH+9Xqn7H1wYfjLbQx3P2czWrosrrkAkr19q/pSpTXI2fN4XO8XVxUISSs2kYfjz4Z+INB8XXE+gWLywlzNA0TZMYJ7/Q12nwU+F2pWU938bfipYO+kaXunmimlxNeuwJYDv3JOep4Hcj2zxX4V8Onxbq1j8K9bt9S0+1jRr7U7qSOIyk7mKQqTkouDllBJIxwCM81qXhyy1CC50S6v7CSC/s3gLPcDbFvQhWweflOG/AYrCWIk4qL/pHFDAwwuL55K9noul1t6pM8F8ffGrx94/1NTdatNbafb5j0vSrWQiG0j7Iij26nqe9bH7M3jb4ZeH/jJpLftAeH5db8KXUptNXQfPPbRyAr58W4jLIxD7SQGCkZXO4cLr2g6p4T1efSdVi8m5tZSkgznn1BHUHqCOCKoxI1xOEt5GeQtknk+9dijG1kfO/WK6xPtJNuV9bml4m0x/Duv3WmJLuWGd1STbjcAeCB+VUXlaebdIQAeWYitq80298R3Mmqa3qhkuMCSZ3k3yFeFztGTnoOcVDa6bYWDDUBaT3AikBXzIsoSD3A4/DNNNJD+rSnNuKsvM+mP2afgj8H/HvwN0vUfi/fagDZ6lPJDa2kwjYLKCUByCSjCLJC4PTB5NdlO3wasZhY/BvwBDpmy2CK6qbhriRW4LlzxleT94ZA4FfLmneLPHGsePrTVZo5YUt7sP5zJsRY1xwBwAMDAAr3Dwt4i8Jau3mahqL6XIwANrAQIiR1wehB69c84965KlJtuTfyPusplgrJRppSSS5na7srb9DqNc8P3Ws6iZtbZ52itz5FvCAdvcDYOOfekPw4s/DsU198VfEtroFnbaf9pigtlFxd3GfuxIB8iMeM7jxnoTxW5N8cvAfw48K3+g6CkUr6lcF21QW6veY2SIED9FUpJgoDgnBPQY8z+InxX8AfEjUYn1zTddhkjjRdyiJ42YADcQxJ55OM965kqu2yPaxeJwlCDu059uj82/8AgnKar4lXxF4pgXStRNtYQSBoLQlycKPvSMBhm45P5VZ/tOMRDb4hQttJOTJ1/wC+av8Ai34dan4ShsfFNpHDfaJfo/2e+jtfL2vsJMcgX7rjPqR6Vy13qMNnayOmlQNthYhiWHb61pZOx8vVnONS892Y/wAMfi1c67nwf4n1q3lunJWxvJZsGfPAjfIGW/useT0Pau1Tw3fSMufL8zeCR9oQDH4nrXzMkoluwLfTFdw42CJnyT7c19CfA3WfG/jawl0rWfCl+lxaxAreS2rbJYwQOWYD5xkfUc9c1vXoqPvIjDYitOHI1d9Ny7L4U8fHxJpOqeG5dNTTYTMNXEmqBZhycBUDc5HsevNdP4S8H6RNrMN22j2otoblJLu6dmZIowwz3AJAyT2IrqPAPwc1rXpBp9taS6jqdwxC6XaRk7Af4pXHCD269+nNer+DfhX4L8MoNP1OIeLvEUA2p4e01vL0uxkx966m5DsO6DJ6g4FcdWvDlt2PcweX1ayUpxt6/wBfhuc/8KPgJ4j+J+u2+rfDbwrFDMtrHbyeKJrVkiihQbRHApyFGAciMAE/e3Zr6y+Ev7Lvgr4ayDVUsm1LV/J8qbUdQG92Yj5gi8hB245FVf2WviRoPiN5/hR4n8b6Xca9p2+7ng0iDYkMOQogTHC7OmCc4OTXtpuRGi2uk2wttuPLkc7mY+prwMZi60p8myPscBgMNSgppXf6n55/8FBPhZZ+G/iNd6r4X0K309PssI1GC0iVUWWXcwOF6M21j6nBPY182R6WXkAcjnncR2zX6aeI/wBnzwT4t+M/iXxt490qDXDL9ltzZ3zb7ZDFACG8snaX/eN82MjkDqa5H9pT9n34TeD49K1Lwv4M0q1sNTl8u+uJLDKQEkZO4cjqfwHtXdh8dCMI09W7focNXB1oynUaXLd2S33Pir4X+GrrUdZhMMT/AGS1/wBIvJhHkJGg3E8ew4HeqHxMmvL/AMQSXFxePJaGRvJjHCwjI4x/XvX6KeF/2SvhXYaYIV0nFt/Z5jmMFwyCdcZI+VsHOf1/GvIfj18Gvg5pHibQvhR4M8N2Njrutain2i+1B/NhtLcH53cEEEZwOnXjvTp4+nUraIueDnCnzTsfNHwx8E+K9Ye2udLEnl3LEW9osPnPft02pF/EM9XOFX1HFP8Ajv8AB3xb8Edc0228YaTHBfapbPeqsbghULYKbugYHbnAxgj3z97/AAk/Z28E/B2za88LoLq68lEm1ySbc8uPQfwIOyjpivln/gqZq/ibS/iBpEz6Hc3+nWemNKblSF+0eYw8xUYg8rsjJGMhdx6DIrDY322L5Y7anLmuEp4PAPEVFqrba6X1/r8z5eshr134qTW7rUbhNKkVnfy5BEqjOD9MAk5ORxXHeOvjL4lvvFt9P4J1+803TPNKWtvYXDxK0akhWbGNxI5JPPNQ+J/ifqV9plzpumRyWlvOREF35PkkElCQO5HJHbjvXGpMMkkY9MV7NlLVo/L88zv65anh3aO76Xf+Rvw/FT4j6Zd/atP8a6hHJgZk+0tuJ/PmtW1/aK+NFvKbhvHN5MWQqRc7ZFweDwwI/GuLUFzvLexJp+0FtofgU+SD3SPBjisRHaTXzZ7D8TPjx8dfi5+z/baf488RzX3h7StRit9PSSGJVhm2sxVSqhj8uDycc14kc7iNoya9X0HwRrnjv4CTWfgnSp7y7s9XE1/BaxNI7Da204UccH8a4Ob4eeNrGdIdU8IanbBiMmewkTj15Wqp8sVY9DGUsTONOrO8k4rXV/j5djKl0/7MEeVQuUH51oeC/COqeMvFNj4Y0i3824vLgRxIDjP5+2atazo88BHn2siFR0ZCD+tdt+yX8H/H/wAZvjronhbwLaAyJepLdXEmAkEQOGZi3HTgDvTlNct2zjwlOeKxUKSTbbSsdN8V/j/fahq+n+A7/wAL2i2nhZ4bazs7mTMTiMyF1coFJ3PKxySSAACSAMfo5/wa+/Hq++Iv7dfjHwY/gjRdJij+E19dsdOtSjh01TTIwuSThcSHj1A9K/Jr4wWT2PxC1iOZm3m/dxkY3AnIP61+lv8AwaUS6JP+3144aZZ/7TT4OXqwuJAY2g/tXS9+4YzuDeVg5xjdntW2FpQeIhJrW57UcZiZ5jKDlpzNfJX0P6EKKKK+lPXCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigD5s/4K665q3hr/gn74113Qp/LvLXUvD728mM7W/t3T8Gvza+FHim0u9C8NaB4oe9F5LfNLFdkkEK42lck/IC5698Gv0t/wCCsNi2p/sIeLbFHZTJrHh0AoASP+J9p54yCK/KXxfaXXg/womoab/a19O9ysMF5LaeYkWQW+aTAAYMvAz3GO9fHcRe9i4R8v1Z9Jk1lh5N9/0Rc+N/wksfG/xZ8Q/DTXNb0xbTVbS3khvQiSPFKVBRslcLgKCSSDhuKqfBXWbrwjYz/sviWz1qylvmsNXvoZGKPbg4Ij92BI4yB79qnwq+JN98FtbfxN8XZrq8spo/mMziR5gR2XJy3TI+ucVjfBz4ieHpPijeeL/DGhXFlFdam92biaRAbRWJ2qgAycHjqPrXhvm5OV6pfmeuoRu5L+ke0Sfs5eDLbwt4o0X+ydXNzCJvsc39ogv5xi3RoFPO7JVeB06HHNYfw4+NPgw/s5eJPAHxB1JE1e3sp7SCz1FyWkuGUqijJHO4KTngfnTPH/h3TPCd3F8evAHxM13W9RnvTPqdtewyM3mKACyruKouVCjcenTjgY/wR+GnhT9pq81HxD4lksjqczy3O4W21vOLY2sc45POMH8KzTUoXk9NPvGlZ6I3dH05Phpo/gaO/wDhhZWUt/cEy3UE4kiuAEwSwLEfxYBwMYyKwfH3h3/hDPiNqUmhWxtksLw3Wnyw3n7lQcMy5DFePbt3HSt/4R+Nl8feNrP4X+LdWubfS9DkltdPCWqSv5ijLZyOM4xznA4qefwf4ctvHfiDwB4g8TmysGmZvtbW6u8mAWUBQRtOG5xgcdM0uZwld9vPuU49EfLX/BWr4g2vxO/YkvIIhJcXWn3tpJNcSTK2AkwXYihFIA3kkkn9cn8k9GjEmq26N0aZR+or9Tv2w9Ue5/Zu+I3hMaW8dvZ20wgQnG7YTiSQtkluAQAepPFflfp7+VfRSqcFZAR+dfZ5CrYOUV3/ADSPjOII2xcZeX6s+zP+Ckv7PeheBfhr4Q8Z+GrGC3FnaQafexxIAW3Rb0c+p4fJ75FfOP7PmrNpvxJ0tSYdtxcCB/tB+QB+Mt7A4P4V9y/tiaxa+P8A4A6v4M1Czt2ubLwPpeqWt0TlmdYI3YfiJCPwr88vCmovpWsW9+oBMMyuAehwQcV0YFuvhJQl/VzjzSksPi4zjs7P7v8Ahj65174iaD4XMcGrO0BmdzAF+cFVbsQOmCOapXfxs0HSoftImW8E8TJLEk2CpI9D/SuG+MVsttp+kTW+GVkd0kDEh1ZY2H04OPwrhWlaRwsgO3tXmxhdXZdbOsbSfIrW0Pqiwv8Aw38XfgfqEVjbSBVfymL3u4xOSGAIwQcccZGK+fU8E+O9Bv5rbT7C4BcvbPNbNkOp+Vl47EHn2r3P9ha38M6x4a13RfGXihdI0wyl7u4eHeQNg24Hdi20Ad811aeHpLjTl1PTpLSDRmupEsnnuY/PPzkB5VUllYlSdp4GOOtYOq6EpLoTjqM8ypU8RLR26eT/AC1PNfDugS/s2/DGXx54t0O3n1/WQi6HbyuGFm6nKyuvRjjLAdMgA5yQPKfEPxB8eeMNRn1jxJ4pvru6nbfNNLOxY/4AfpXtvxY8DT+K/AF5puntaT3tlOt1bbJ1LyKoYOiD1IO7HfYO+K+eZN9sDF5pQONrf4Vph2ppye54maVHBU6UE400tF3fVva7v9ysepfCjXPhV4h+D/jjwD488PM3iqazgvfB2vQxhmWaOdPPt5eQSrwlyrDJDJgg7sr5is0trKUzggkYqXw7c6nZakuoaFdSxSRKQssbEEZBB57cGrknhq2EH2+e94JKYhIkO4AcE5wBgjua2skzikp4mlHTVaX8jNtYJ7y4W3gj3SSOEiQLksxOABX3DB8Ev2X7CxsPiL8RIL7Wr86Xal7M3nlwTFF8r5wvz53JgnOCuOMmvkDw1dzeDtSTVNH0+VrvyXEMs1vvKHaeVyMA+45HrXVfB/xP4ksfEV3rGuaeXt5LcRy2t2xHnHcD/F3GCQfXFZ1YuponY9vKIYai3GvTU7tbrRW6+e59J21z4ekvHh+GPhqHTLQTyeVbR2wKRRnlSHbnOePujgDk1mf8IJqXiC+YWFq1/ql1dhVJcFM9yWbCoBiqPg3U/AV0FlvPFdzGdj5gYqm0lTt4OAOeuCeOldZ4l/ab8JaBaaV4X0TSEittLVQYdLtxGbtQ0hDSv8pdsSsN/XBAHAGOKcakJe6fewnhY0U5tKPl09Ect4p0fwj8P/DUus+NvFMEusfbGgtfD+mKSMr1kmmI+56BBk+ory7StWvtSv7vVr3xCpyqoNqyKsYLZCqAOBx2rpZ9W+HPxK8VgmTVrC6vJCqzX9tDNFGTjkgEEDJ5NZXizwdrvgHVrnQPFOlQq5MTwSpGQk0ZDFXTGMgj/wCvVK9tf69D5/HV/bz5qfwL+rsxviH4kvtI8J3eo6L4qENxC0ZhlR3BU71H92jwN49X4laStuLi0XUrYD7VbJMAGGMeYgOMKSeR2Ptiud+K2pRJ4Iuof7KgUPJGC25+cMD6+1eYeFNU1rTdai1XwzpUhu4juQ2wdjj3HOQehFbwoxnSfc8yOJqQqq2qtqtT6M/4Ru7CPIFjZRF84Nyg5/OotJ8J+NrPX9Zl8QPpj6DcmP8As1IdT3sx6kuoY459h14rQ8BWvinx74Ri1ZvC91YSuTHOl1AUCvwSQWwSuDkGvU/BHwH1bxHbh9G8i5gtgsmoaxeZisbQDr85wHx69OcjNc7qKkmmeph6FfFT0jp/X3nJeAPDOi6Tcf21e6bZ2sSqn2OWeAymWZZY2G1WODwCQQMj3r3b4CfsjeKvF1wbux0Sbwr4dnnM17KY2N7fnOS7M5Lknn5nYkcYIHFWPDvhjwx4csf7Q+GTJq+owgNdeOPEEIjsbBQORaQtjeR1DnCjqM19V/Af4geBPiz4Li8SaN4ij1M2LLZXK2YKLLOijcxOPmDZzkcc8dK8rGYudOF4L+vT/M+qy7K6Ckue2n9b/wCX3mZ4L/Z7+H/hLwxN4W0XwVZz216M3kV5GJmnGCMyMw54PTpX5zftA+Bn8L+NryDTYvL064vZ3slUDGwSMhxjqoZWUHpkEdQa/WO4mvb1XjsnjtF2HehPAUe/4V4N8I/2WPg5baHanxn4TtdXmvXklfUNSHmyxiZ3kIjJJ2KC5+Ucck9zXFg8YqTlOo227Ho43BzqShGikkr39NND83rfSlaQ+YQMNg4A5ORXonw60e7sNEvfE18jQwC3+z2cjRZDSsCfyAUn8Md6+rvFX7OPw1T48R/DqbwzplnpzYmss2QR58DOxWBx2PXPfjIr0eb9lD4UPob2+peH3khNzvjtftbKikqSXxkgcE/nXdVzCnZJrc5aWDq1L2Wi0PzQ1JL2TW3k1S6knmd/kldid+cdK9W+GvwR+Jfjhn8J6LZG6urmMILB0DCzQ9ZJHPEGR0X7x9Ohr2mL4FfCL4q/Ha58C+Cvsmg6PoFop1O8dg09zc7x+7hYj5GAxlgRgHvmvo7wB8MtA+GejQ+H/Cdiuk20hbLRybjIT3LdSx9TU4jMIwiklr2NKOXLEcyl8O39f5n5ifErQb74YeMdZ8GXlqsVzps5tLg7cjzAMbufvLhlI9jn68r4e1W78DWmp6944uJrhIY3NjDPL8kku392Co6gs2dvovPANdt+2J4u1zRvjj4m1DxV4Ougk+pvHBlwhjZAERm+U5VkVCDkA4bGccfP/jTx5rPiW3t7K9mZYY8yNDn5WlJIL/kAB6c+pr2qUnOkr9UrnwOaZ1QwCqUaf8RN2uttd/uHSfFb4i3LtF/wmeppAzki3iu2WNBnOFUEAD2ApdL+MvxV0NiNJ8dahCOcqlwea5wSgJjJBpUjGfmbAPIrTlj1R8DHE107uT+873QP2mvjXod7DdQeNbh2iuFmR50R3Vl6YZlJH06Ve/al+I3xY+KeuaL4y+MGqyX2p3ukLLBdTRRq0luXbyyRGAOg+tebRqC2S/FeofF74Z+MPE2j+HvFfgzwzf3+lHR44Y2srV5QhDMSCVHv+FCjCMrpJHo4d4vF4WrFSlK1na7fXe3l+B5JDC1zIsCIPmYAjNSTWiwu0ZwGLHArasPBPie0v8aj4cvrcxg/LNaOnPpyKg1PTnt5mZonByf4TxWrnrZHmzc4OzVjq/2c9A1D/hNW8cJov2208NwG9vIjIEBABAGTnv7H6Guo1f8Aab1bxN48u/iRrng7StT1CeKTzoNQjLIrNK8hdFTaoxvIAxgYyMdr37MnwW+IfiX4aeO/ijb2vlaHpuieRJMyjM8zypGqIOpIL84rxe5/0e4BR2BU888g5rPljVbTPYc8Rg8BRsrc95euyTP6Rv8Ag2J+KN38V/2A/FGs3WiWFgLL4tahZxQ6dDsQoumaW4ZuTlsyEZ9AB2r9Ga/Mf/g1CbQ3/wCCcHimXRo5kkf4xakdQWVwVE/9maV9zA4XZ5fB5zu7Yr9OK+kwcYxwsEux7NCc6lGMpO7aCiiiuk2CiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACvzo/4Lx+I/EWi+L/AIOaboV3JFHqNl4jivfKUlmjE2jNgY9wD+FfovX5+/8ABbjQhrfjn4SB7+5tki0fxMXltCA4Bm0buQcD6Yrzc3aWXVG/L80duXK+Nh8/yZ88fD/UNJ8deKbrSluJrTUU0iOG4a5lwksqqVZmY53HJUYxxXzxq/wLsfif4cm1G98VaRpmoeFbq4uLa4CKFmhQ/cL7QSSUyu3IGTxW58R18UabqFt4Z8KjU7W6urYSS38lp5XmEsQQjnbuQ7MkjjkD1p9v8bPDfw8+Eus/Dj4maVcXeo6lbNFaxqVkkiY8byTwoAOQc5JGK+Dp89P3o7s+ucYVHZnY/DrVR+0n4dt/Aus6Ux07RLEy6fdWsrLObgqQZM9QoVnA4zg568BPi98LNI8KfCPSfHXg7SNVh1LTriGaQR6gHzb7W3s23kKPlGc4y31xzf7M3i/R9P0WfRzqeo+HdOu7QW0uo2bB7qROkmAm0g++SRnpU3xFjk/ZqivtN8B+LL/WNF1XThbm4vYXcRxvgMjsxCkgD+Hpmp1VTlX3d+43HQ6/4qfEXwD8avh14L8PeHvsGra7Jq0Ukljdy7HEKIyuSSwxk7cAcnFX7TS9Gn+IOv8Awr1H4f2ukxHQkUwPOu2JwhcNG7scYPo3JrlvD/wW8F2Pwol+OmjPAb7SCsr/AGOIxl0Xb8y5J9QM4A9q6j4VX0P7QHh7X/Efi7Xp49aezBjSKyj2Fdh2ZcjgDbjjGASc1ErRi+XZfgy0r2bW55x4d8Qaj8N75fEglmsiGEV75lycEKQVZA27suenvivhH/guprdp4y+Ingzxfp1s6xSafdQtJLKru7B0fcxVV5O8kDHT1619++IdK8Oav8Hb7VNS1VjfaPEzWGjpDuM/Jb5nVgQvJ9TgH2r8+v8Agq7q8/iP4SeDNTu7UrJDqckeRgLGpjbCoOuOAST3r18naeYQl5tfgeTm8G8un8n+KPnP9g3wfp3jr9qTwt4a1a1WeCa7Z3hkXKvsRnAI7jKjit3/AIKE/Ciz+Fn7Qd3/AGRHGljq8K31skIwsZYlXXHbDK3Hoay/+CeV5LZfti+BDDLsMutLET7MpU/zr1//AIKU39j498IaD8QIbC3t7qz1q70+5WHqyn94h+nJFfT1KjhmUV0a/wA/8j5WlQjUyucuql/l/meY/sm60Ul1bS3SBwtoJ4xK+1i4IXCZHU7gcf7Neq6j8V/DWl6s+kTXrRXERCyK6nABweuPQ189fs+3YPjy10l5FUXwMAZzwrHlT/30B+ddX8Tw0Hje6KRFA6RnYSTj92vrXLjadsS/NX/QjDZhiMHhf3dt/wDgnqNx8c/DenzjS5o2uojKHWeC6CleCM5PI6//AFq6b9onwxZ/EX4faT4j0KEeYYDPbyNc7hImBkYIGOB1yc180LIZHLOpLe1fYvw1t/AupfszWOreLvEzrdWlqi6TpMMWXupMYdS2flQfKS3bnHOK4ai9m1KO500cdXzShVo1bWtfts0fM2hfD/4k6zPF4S0zRroi4mWRbcthGfoGJJx0Y8+hNen/ABF8V3v7OHhix+FvgWRbfxIYHbWNetZDvEUnPlRHqnO4E8HCjpnFek6x4X1eyJXXbzTYZjCHjW3u42QoDjapQleoxnPOMnmvI/2j/BNxc2un+NrGO3ZIIfsmoG3lDMpDEpI2OxB257bAO4qI1lWqpPb9TzJUpYDC1eRPnatfqo31sunr2PL7nxD4hvD59zrNy5LEMzSsQSeTn1r0X4gap8JvGv7P3hLUvCHhg6Z4u0S8vLPxb5MQ8m/iPltaXCnOVbHmoykdVBB+bavlcsgAEEs5CochAe9aWhtqw0+4sYLx4rS6KmdDLsV9hypJJHQ9K6mjw6NR+9F3akv+CURdSeUYt2RxxXcfs1abFqXxr8Pi8uXht4rzzbuaNcmOJQefxOBg+tc1N4Ys7Vkje4kdpMMqwrkEEZHJ6n6A1q6Vr+r+GtIu9G8N6XMPPlj+0MLc+a68naW6446DAolblsjoweHdLERnUWiafrbofXlx8Hf2RPhN9oiPhK413U5vOjVtQvSY7eUE8xqgwQDtwGBIB5qDzb690+f+wUS0s2hUbvIWLaNuGVTknaOgOfwFeHfBnxLd6d4bGmeKoOJ7l3ik6y2uccgHnDbee/Q/X2jwlrHw0tEXUbzX2v8Ay5UkW2umGyTaG+VgPmI3beAORmuGpScVfVs/RMslhHT/AHUIw8tn9+7K1v8ADPWb6F5vDGlo621oZry5vJQiAegZuXJ9BXP/ABWvPBXgCzh0fw74zTVdantVe6uoLZktLEtg7EBG6SQf3mwAegPWuv8AiD+1d4d8Qajqck2kXRtrqJoxaaTAkENtmUufLQEKBl2+XGBu46V534a8G+HPidc3Nn4CuLlNUK+ZDa6xaRN9pfjKK6nhueARj371EfaX94MdicPy+zw7vJ/h6Lv5mBoN08OnRy3niHJlkkkLu0mX5AyePaud+I3xE1rwZqOk6hpOvRSxM0n2u1ld9k6jZw2R19D1B6Vt3cM+l7bDVNHSO5t96TQyoylWDkEEZ4rzT46alFJNp0J0yBdkchChn5yV/wBr2ralFSqHzVSpOEXyuz07+R6rpOoWvjrT4tf0W9hmt3UCT9+u+Jh1RunIz+I5q2nhi+ZTEgt90m8QtLeIo3bDtBIORzgV4Z8K/E/irwzqnneHvDF3d207hbu3to3cOPUdfmHY/wCNfS+meC9Z137He3UR061mRZWlvYthRSBjK9S2P4eueKmpTVGXkddKrXrpWjd+RyvhTwn4qt/Ddrp3xMhsLi/jkdlSzvjKoQtwqkM3J/LmvSfBvgjRJNMbw3e+GluLvURJG2kWMEhuJoGETAB1bzFBZCGAIBAIPBxXYeEPgSIkh8U+JNXj8P6F/q11rUoCbi6OelvD1Zj2ABPPYivUvBuveG/g7qlh4s0Owg8O+GLWZW1DVfEhD6nreM5BH/LJSeQoyx9jXJXxKbbitfLT+vzPoMHlb0dRW9df6+enqX/gd+xbrGoaZFe/FC2/s7SkjC6f4Z00CJEBPCuUwAO+1RzjPB5r1H49/BnwPD8AtV0hvCOnJZ6XpzGzmW3QG1cHAZGbkMdxyc5Oea9b8I6n4Y1bQbPxbodx/aSahbLc2zrlY1RwCCFPQ89DXNftD+EJ/iP8IdW8IXeqGCz1JoLZxC21xvmjB2n1xnmvAeKq1cQnJ2Vz6r6lQo4SUaau2v8Ahj8qPGHhnVdE8Q3Oi6ohSW0YxOjLjaVyCD6EdCOoNVdO0wLMkqrls5RAPpX6daN+yn8CNQ0ufTL74d6b9u8nel48Iknnl55kZiTI3fLZJNeW/Bz9nj4e+NPEWsHWvDmnx3enObcWNvbeU6KSQGYZ74PToc5NessypOLaTsjzFgsRBxjKzk+2x8t3umat4d+HcVq9zJaahfP9oGUw3k8oAD2LbW7cAe9cJ4Z0jUNV1dNO0+3llvJDnYD8xwM59h3zX6PeNv2Z/gfpGkLrni3w+1zHZWYeaaa8YiNBkhcEnpyfxryT4A/s3fDX4vT6j8SbiG0g0l9Rli0bw3DIEllhUqFedwMsp6hckHrUU8fT9nKVtDWWCmqkY6XZ45oH7OfxL+IPg+51SztF1Cy0m3kurzUQmFcopPkxSHmcjHUfLnuwrwrWbrUbzS/7I0NjDJMS9u0ajOBkgDOdpwRz7+1fqj8SbHUfCPwk1238K2DmXT9Ikex0m2APmMEO1QBxj29q/JLxl45v/DF0+l3Ph6aK9jb91ctIAjQk9AoXIYKNp5JDAg4xiunLsU66k2tE1Y8XPZYTJqkJ1PtJ300voWPEvjS48E/DZbC5uZG1+9dFSWeXe0EQBZ3Uc7TuKqG9jjua4Gf4n/EW9iP23xvqs2B8vnXrsP1NUfFviXUPEmtSX+oTM5X93CrH/Vxrwqj6fqcnvWc0gfCAn3Br0uVXuz8tzPM62NxbmnaK0S8v8zqbH46fGCwg+yWnxA1NYuyLcHj867b4Rfta/tIeGfF9qfBnjieLUpk+yWskdtCXYucBSWXDZJxk+teRKgVTucAjjFb3wyOnx+PNKfVCDD9sTdk45JwvP1xRKELbIxw2KxPt4RU2rtLdkfxiu9avviZrl34iw1++oyG9JAGZd3zcDgc56cVz1rZveFiqAhUP4Gu/+Lnwe+KFj481S+m8F6rPBc3ck8VzFp8jIysxIOQvvXPab4V1mztpZL7SLqEngiWBlwB9RWqkox0KxtGvQrz54tO73Ofa3UYRMEjrXsvwG8SeJfgV8PtW+LNhoayHWI5NLsbqR1/dBlZJWAYNzsZgCACDyCCK8purSS2chEYNnjIr2vxd8FPiB4D/AGRtB8XeMrU28Gua1PPYW2BvWFFjBdsDKgmUYzUyknZXN8qVXnqVoJ+5Fu/Z7J/5GR4f/aKfwxJd6lbfD3Q7x7zUJLhrq+ieSaIsSwjJ3AYB9AM/hX9WH7AXiGfxb+wj8FPFd1bQwy6n8JPDd3JDbR7Y0aTS7dyqr2UFsAdhX8fltNFb3mJQzxnh1343D/Pev6+/+Cdq6Qn/AAT9+Ba6AZvsA+DnhgWX2kgyeT/ZVts3kYG7bjOOM16WWU4QrSaWrR6GW4itWupvRdD2OiiivaPVCvyJ/wCCgnjVtI/bk+L+kQzxPP8A21pJt4dxyG/sDSyCw/u5x3HTHNfrtX4U/wDBWePRYP8AgpT8XbuaHUTO2oaPva3wEwPD2l457+/pXiZ9BTwST/mX6nr5N/vb9H+aOg+Dw8Ja94mkb4lXMMk0xklMkCR8sQS5ZWHXr0Bx14ryz9sLwdpvw9+JMPjbwl4KgbR9Vt0OmPLE8Y+RVDuYwqAAsfxFcv8ACTxZq+oeJLa7vNcn+z6czNKLhgTtA4UEgkZBxxXtPx08b+Cx+zEb4ag9/rS6l5emM1wGaHMn3QDn5QqkE8nOO1fFWnSrrrfSx9VGzTR5v8KviD421C8t9Ok0+KxsfIyzRx+SmwHOWyDtXHv27V6Z8XXX4i6fpV5LDZSz6QdsF1AV/wBJY7QRtByqjb1OO56GvkWHxj4u1jVxa6rrlzcNNIAIri5PlgngD5jgCvrz4QePG+E/w1t/EmoQ6UTbxFdQRgpm2Kox8wHPIxjIySPrWlem6bTQuWx518Yfi/478V3WleHdc0W4Phvw1taJEtHc78DlmAXfzwOwB65rIsPjvqXi2JfB9rpP2PQbDfcvdahORtKglThcBcE4HJOD3rpfgD4gTxbNq11ZRW0l5dTFpbW8lALIWJzkjGwZA4PGM1zn7SXw+s/BHi22ttW1uHdeCOWK30z5rUAnJ684GO454ohGClyNDbb0sY3wn8Ya/r+k3s+oXEN+sdy3mW1+4Cujcg/McgDnGOlfC3/BX3SY7D9pqwv41X/T/C1tMdvQ/vJV474wvU9cV9teMfF2meEZfPitoIYmtV2i3t0MkhGdoUMDt9yFGK/PL/goV4i1DxR8cLfV9QuZpS+iReWZ33MF8yTAyef5fSvdyaDeNU1orM+fz5p4F+qG/sLeIJ9N8S+K9Eim2jUvDBj2k/eK3du/8gasftteH76Ofwz4sn+ZJrOay3js0ThsH8JRXF/spXn2X4y6dbszBbuGaAhe5aMlR/30BXvP7Xvhq11D9nRrxYj9p0bxHbzJuGD5U0TxufpuWKvYqtUsxj52/wAjycPD22R1P7r/AMn/AJng37PfiNtE8dwwM58q+gltplB+8GU4/HcBXofjofBXSrN9D0rwp4kXXLfU7lL6+n12BraSINiMJELcMrcHcS7A5GMV4v4CvLbT/FOn3l7KVhivImlKckKGGcfhmvoT9s7wr4Y8K/HrVLLwlrK31ldRwXcU8cAjUCWJXAHzNu4IyeMnPFTjoWrJ90eGn/s78n+f/DHA6NeeFLS8guZLTUAYpVfiZDnDZ/uiv0S+G3wM0D4y+LJ9A8MaNZtfzaTDdxK8CoturjIkdtoz8zL8oz8oGa/NtFQMjBBnHU1+pvwi/aE8IfDj4RaFr/h3S9ctPE1t4dtIFvtNske1uSQjKJ3eQYG0txtIyBnqcePjOdW5N9T3+GfZzlUU7WVn+aPnr4yfs3eNfh54v1DSPESpeT2+J7q5tH/dKrDIIPGePQV4f4s8V+C9ShXSlkkkEc2/aYAysxGM+x5Ir6z0X4pah+0f8ZovDv7UPxYGj2F7e/ZTetBHGtllvklkKABkUkE+y4FeP/GL9ib4cfDnXp9K0X9qHw54rdrhmtL3w/A720oHIzLnCkk4x1HPFZU5Rg1Gb1+ZtjsC62uEjpre7V/xf+Z5d4l+COvR+Hp9QgWx06zt4I3lkjQeaQzgAlhzz04Nch4Z+H8t3r0VraeJ7JYI3E01xIzqyoOWJyOvHTvXefDD4feMdStfE1v4sme2j1COOCW5ur2MyhlmVwAjEEqwBw3A4460ml/C/TvDl9eXthrF1Isds8WGtFz82Ofv/Tkdq6ozlZpM82eXzcFVhTtHrd9m/Tp5Fqx8U+CtEhbTNEitpY4osLJ9pMO7HGcbc9cck55pmj+IrvVy8MtzpVpErAQM0qPkk+rk4rFh8F3cO64j1e0Z51IUvZE7Mn8efeksvBl219FbS6/bKhddz+Q/GD2wvP8A9ek43W5n9Yqu36aG3bz+MLXWXurjUIdgmYoIriIKBk4xg+npVu6vfGd4r2x1GeSJ5N+xLrzNx4OSAfp/kVl6F4QuvGPjCLwv4Zube/vrokQpIXRVPJILFQAMd81Y8QeC9Y8HaqNB1+5tEvY3w0EcmSDgYGe/BrNp7lxlUWqT+8den4ggwmbRJZIvKyT9jD55Pfb6V6/+z/488U6X4lsPC+jPDosGrQSQag8+nxeWycH5mZcx5Kr8wKnjrXk9xZaw1on2V7eT/RkAcXShlb05Nc8fAvjfXL/zbKwllRZCZ5EnDKo3DBO09Klw51bY0pVp0anMk2/68j2D4t6PY3fibUT4N3ST2dxi8t7WNvJmU4/0iE91JOGUfdPTg8cQ3w88I/C1NT8ceO7a3n1O5mZ908IkS0Un5I0U8GVsfhzyAOfV/hl4U8Xat4D0Dwfe2Uf9peHdTeS21GyVkQRMWKJNKQMndI7be4KjDY21zf7Z3hn4QXXgzU/Dnhjxi9z4w8HX0c2s2sU26KdJtqzAL03wuQDgnaMjJGMTTcVPkTOrEU5UMPPFOK5rXinte13p3Svp5Hln/DU2q/bY7TQ/DaCMuI1knnIYqT6Rhcfma+7fhRo9h4Q0e6tNJ8a6dpWsXCuralHpqSTQRFyQQ75CuEIXdjPfk4r8t7SUW1xHcnOI3DfKeeK7TR/j98Zv7UiEfxE1RjLMqshuCd3I4xWmJwrqpKOh5OU8TVMLUk8Ted7WtZW79vI+/wB4viJqWu3HgX4HeCLuO5uZidQ8YasPNubk5w0ilicjPRmP0FepfA39ibTvCmtp4v8AG1zNq+us+6ee4mLFnI4zu5P6AVV8EXOkeCLeKbwrBqq6hMiiSb+0pwBkdwWxjNdbfeLPFmm3H9oSeL7iET2yEAzkuvTK5+oPevm61Wo/dg7L8Wfp1GdJe9JXf4I9sg1ODSNIRr9SZo/kALAkjPcg+np1r5e/bh/aFn/Zv8V6F8QNJ8ONqNzr8FxZXUclwwjhSLy2UqOcE7zke2cda3NW+JvinU5Bb6N4lvmkwAsskQdQe+QQfzr4t/4KS/Hz4v2niez8Oa7pYg0t5pnsLHUTDc7gCB5qMiqyAhsY64ABJ5NVl+E9riFF7djjzzNfq2Ac4XUrqzSvbXr67HrFt/wVkv7a2bTz8M45VwRKDfnEoPUdOhHtXYfsX/tf+HvE/iq/ihsP7L0zUr7Zd6bczBhZzN/q5VOB8jj5T6FR6V+alv8AGDUoCP8AildIBHWQJMD+ktfQ37B/irR/F3jfUYL7wTd7mjt/Ml0hJJERPNTezozMWIGSAO/oCTXrYjLKFOjKysfMZVxHjq2YQjUnzJ9Lf5I+7vjNqPwf+LHjHSbQfE5LvUhIbey0O3tpCtpKZv3szOBtLCEEgE/8tAQMivXPB2keBbcW9jHo9tGkMOyLzbcZ2DnHI59a+ePF37I/w+0e3HxW+G/irUtQ1BZvt0ElxNt3XB+UsxUKwdck4PQqBivoTRtLGp2Rsp5zL9nAVS6Ebzgc54wa+fxPIqcVB6I/QcGqntZyqJXdtV2Oi8VeG/Dmo6Nct5MU1pLGsYi2BxIe2VI6dsV8M/tzfsTfDzwp4Hv/AIxeCvBMFv5MZTVNOVXUIsnyG4gAYFGUsCU+4eTtr7b8NWmuPcpZRCSEKWQNKd/y+o/LrXm37YFxZaN8HPFbanOrCXSpra3PUzXEi7Io1XqWZyoAHOTxU4OtVo1oqL3a07kZvgsNjsFNVop2Tadtmfine2kmn381ncEF4ZWQ46cHFVpCucAEAdcV93T/APBI6fxXBZyax8Sm0LXbmyha/wBPk0/zooZyg3KWDAg54PXnNVdW/wCCHnxW0ybyV+MmhlH5jeWxlXevY4BJAr6dZjg09ZfmfjdThDPYT92i2vJr/M+H4138dx74r2n9gLRdR1L9q3wdJaQO8dvqiyT7em3aeD9a9r1H/gh/+0HZ6fHqen/EvwpcxSEhVElwr5HbHl4zx6169+yD8JfhR+zj4m0fwHr/AISifXBrMct14h1WHyppHUjckYOQiKu4cNznOeeFWxtCdJqm+Y68o4YzSnmFOeIg4Ri07vrZrRWufX7eHLy1s49TtrSMwBstFs5TjvXxl/wWIvLfT/hZ4Ths7ZYWvNWuRckLhiFiXoR2+Y19xaT4o+HdvqLTyeL7J7cuQ0C3Cn6Dr2r4n/4LTp4L1PwH4TmsfElpG51S7a0jDF9y+WmQdoOO2M14OXN/XIH6RxSpPIa/K0nZdbdVc/NNLm/0q/W7s72SN45N0E0bkMGHcEcgivqLwn4y8JftD/Bp/DX7QHia4TVpWE+ka+1q0sscyDysuRyyMigNnklQRXzMuhrcXEatfQqJGxud+F9z7V65YpoPhnQNNsIfE9mUSzyJWuAA5LMSR6ck19RiEpJW37n5NktR0/aKVnBqzTejvtpdO61s+h2v/BP34ff8Id/wUm+A0M2vadcxj42eGRbzQ+YBKBq1ryoZAR14zjmv6zq/lD/Ybks9b/4KJfs8XOlaxp0q2vxo8M+YqX8e7nV7TopOST2wK/q8r28rcnSbZ6NChRoJqnswooor1DcKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAPwR8F+P9RvfhZ4csNFvoDP8A2DbxXM3LIsbQKGHI4bBA74HcV6v8G9G+D+t6DMvjG1W4ut6I9vDbJMsjHIVVUKzfpz17V8U+EbvTdA8HaVcaKdWhmj0+3ZJWYKAfLBJGOntXsPwP8W3UK3Ov6x4jkjS5RY4JXYKyMBu3kgAnHoTX5lXotRdmffQa0ucX4007XPg/8S77wnN4KtFuo7rO90kmzuwyhR8oyAQOlet/BT4i+MLjUBquvywWKWs+Yknx5YPXaF2jc2OMdvwzVD9u/wAdaHYaloD/AA7vJf7Tl0wvqV+lwGcj5VUsRyG4bpjgjFeFfDPWPEniHxXaRT6i93JBMsjPe3IOFUgn755x6DtVxi61DmasW4q97n0x4tkNt8Tv+Fq2WkRJPIEkktraVSVCABWDLkbmIyRznn1rzDxl8Z/FXiLxxe/Ez4raJdvPcRCKx+zWTIAi4wF3ABcEDqM89K9W+MPxbh8CfBy68JCLTjHqlrFFbGwAWRJCVMmcAcgKfmyeo9aq/CLRB498CWejaP8A2Q0E4YSSX8mBbueoI2gmTpjqDx71jDSPM15BeyPI/G/xv8V+N/CF94t1SNdMmhRLTSv9IdpnUnLBeRnHXpgZrd8AazqOtaPptxqQtboXMWFuJnHmwPgg7QDk5Ocg5rmNW8P6R4c+Ks2i3mpPeT2ckiyR3EYeINnACnn0Bz2ArnvGHxKXwytxptgxt5zM6QJYqqtGpzyzgFh7DIrqjBSVoIym+59x/BGF7T4P+GLKTrbaHbQD6RxhB09lFel6Vd6knhWUaTbxz3ULyvbQTTmJJJNg2qzhWKAkAFgrY64PSvL/AIBPcSfAnwTNdSh5G8JaazsFxkm2jPqa7DxANZn+Gfie28O69DpWoHRbk2Gp3Mwjjs5vJcJM7EHaqttYnBwBnFfw7mlJVuIa1NtK9WS1vbWbWttbd7a9j0aEuTCxkv5f0Luuwvb6vMsigFmDkDpyM/1r4C/4LLfDezm1Hw98QtQFzLaX2jXNhcxW7BDG9qJJ4yHIIy/nuCCOkXHfH3Xp3jvwj4+tjc+FfEtvqcmmSHTdXmt2JCXkIAkXJVd3UfMBtPavJP23vhjoPxL+FNgniO7htrbTdbWWW8li3+UJree1XjcMgyXEeRnnHtX1nhricTkfHuFp1k4OTdOSas/fTUVqrr3nFrvp0Z5ecRp4vLXKDutHda6X1202bv0W/Q/F3x3e/By61JR8PPCviKxsxbxh01XW4biRpdo3tlLeMBS2cDGQDgk9a7X9k2fwdL8dNF0+XT7txfNLbGOZ0ZfniYf3evp715jr9lbWGv3dhazNJFBcvHHIybS6qxAJGTj6ZNdj+zNeQ6Z8fvCl5JGmxNbgLBu4J6H86/tWor0n6H5vhJ2x1NtL4l+Z94eC/wBk+++Mfw61DXfhlBptvPb3M0U9/NGIoyc4aJBtyeCoBIGcV84+Nvh3cfD+2m1XxDbyR2lvKYWuWPDtnbgAn1r7C8b/ALWc/wAOvCdza/s8W2vaRe6gJpp7W80+IWiZCkvEXdyzbg+eA2MEdSB5F4L8B+Av2wfDXiXSvjN+03o3hDxIbMXVhqevhYbGY+YpeAgY2ueMdvl968uEpK86nw/ifbY7DYWcVCKvNJ21sr/P+vM+VLiXw18Q/Etvp2nWpuJ5VEcUU0IAATJxu9OvFUviF8HdZ0e3t7/WtTs9Pt55JlhitI9oO0qDu2jJxkDnNdp8Uf2btN+HsF7J8PvipDr+o2UO0rpts8QlDYDGJj9/AJ6deeaqaP8ACm91j4WaXp3izUPshtbi5uIkguYp5JVkKcsA2QQVIK9eK7IVFGzi9D5z+zcRJyhKn79rqzVt11Xz6nFfD3wXYW0suueJdfsBp1sAnlJuJlfIKjbjkcZJPHrXZXfjrQxpjRaVZWhIcrGHviAceqgL7dDVIeAItG8MPY2uryEXd1vV5bMbQMY5+bPfgfWqJ8E3sEH2SPWLMANvkkNoct7A4OPwrR3k7sxSq4VeztZ9dmb9pqusatpz3EOoaVFeGGQpCrw7jxgEMxJyOO9Jod54ushJHPqQ3yIV3Jdov4ZBrF0fwtJbvNcX3iG3RYoio/dSAnJA/u8dc1r+A/hd4l+IiXz+Co7W6WwAe5uJpGTAJ4I3AZPHSsnF3sNTqTa3b9SeafxzeNE5uJ53jAWJRL5igccZ57Y4ptvL4zh1rfrPhqSSITHKvYAjGeOq1TtNNe31dbZNRt3eN08xo5MBeRzzU+t2GvvbyLb+RyX/AHkV2nzA9D96p12sW5SbvK+h9A/CXxlrPibwnrvhDXdTsLXRdOQTx6Zf2ccaysy7SquoDscKoAycdRg815H4h8I6j4kZovBaXMtnqEEiRm8Qq1q+07o5cjgr13dCOR6Dh9B+GPxC1PUhdWVi0SE5tp7ibMbMuCRlc+gr6m8P+Ebz4ieKf+Ex1WaPRrO70ZE1+8wbe1KRhpJ5oweoyXbfg7QOxwrZSjGlq2ehRhVzCMYuNrde6PnLUf8AhXX7PehW1jYWCXGoclrkwqZ7p+jMGYHy4wRgceuAcEnS+Bvxo174t/E+z8ArpdvYwX0NwftDzM2xlhdlYgYUjKjjHNc9+2LafCzW9Z0j4l/B/XZ7vS9VtWtr2CeTcbS6gwpUcDarKVcD3JHHA8p8N+JdZ8Iaj/bWgalPZ3iRlYbi3fayZ4PPuMj8a6lT9pTu933PBxOcV8LmChCypxa0jbVadfNH6lwQaBB4GOg6N40+w6VHvk1LTdBsVguNQOP9T5oO8r1+UEZzzxXN6D4G+Nvxs/4pPwJ4VfwV4Zt/3cghG2eYDqHcfdOOqrz6mvkn9jP4ofEHxz8fdE8H+LfGOqXulXAuDc232luQsDsCCORyByK/RbwZ4hGgvD4e8GNqdrauw+0SPqMxBJPLYZu1eHiozwr5d3v5f8Ofe5TmlHNaHtVFxinbz2T+7U6D9nz9l3wv8FLb+0PD1m73mAz3LOMj14J4yTznk17DqmvWliqwQRgyyISwPQHj35714ZL458S+Hw1vqHjS5UJMxkWKQkk+/r0rFv8A4k+O7n7RfaLdX98UglItC0cbTvsIQJIyMEIbB5BH16V5Uqc6s+aTuz344qlCNoxtY8q+O37Z11+zR8aNf+FWj+D2vLJLiO9F5c3jb3eaJZGXJHIySAfauU8U/wDBVCLxV4auNA1j4TLcWk0ewxi/5Q44cfKeR/Wvln9rP4+/E/XfjLqlp46sbO4u7Z0RoryFWkhXaGEZkj2l9obHP5CvPbP4xXgkCS+EtIEbH5kRZxu/KWvpaeV0nTjKUbuy1uz84xPEuOjXnGnUajd2TitF2enQ/WX9kj9p/wAN+IvhkLXWtWjFta2Xn6ZPcuN5g+60LY/jjb5SPTHpUui6N8HvG3xsvfE+hePB4pmike5vblLSRI9nyrawoHADJjfJkcEkZPAr5q/YF0/wN8TPh5BpPijTtX0SxuzdQ3WqWqM0CMxjAVWIby1K7gxPHI9SR9CeCf2ZdB+B/wAVdM1HwHrF49rdCSC8knl+7DHGzIihcKys5B6HG0c15FejRoVKii7Nn3GBxVfH4WjVkk46X9dNbdj6H8JWfglpGneztYWD5LCEBtxHU8ZHTrWT8W/hb4M8a+H18N+KPDttqdvckk2k0AkUITzz1U56EYI7U5dKe/sU1aNWknC7gq/Iy/Q8Z+lbuh2msXlnPJPOYY1TcyyDJzjGM146coy5k9T6OUYzg4yV0z8tv+Chv7Jfh74CeXP4Q0NU0/Vy9zZXDs3nWzxAl7dzuw6lXyrMN+RjNfIY2hdp59c1+tH7c3gC6+Ly+Evg5okKy6prHiMTeRncyWMcbm4nbH3UVSMnuSB1IrwIf8EYz4tvHtfBfxuSKUFikF/pJYd8KGR+ew5A619PhMfTWHj7aWr/AKufkvEXCmKr5hOeAp3irXSsrPfrY+EMgvkZHoKlRN43D19a+2Lr/giN8XIZzaD4weHg6kDbLbTLj8t1Vdc/4IufG3wNcjUfFPj3RbrTIAJLv+xFlmuPK9UR1UE8f3uPeuxY/By0Uz558K58n/Af3r/M1P8AgjD4evZvHHivUbmzd7WTTIo03D5S3mZLY9q/Q2/0O80Z8XtpHLFIgAZUBGK8R/YwPwS8GzXPhXQfCmn+HTp+hrbytLIFnlIdSrylsFmJDHP+10FfQ+leJfh2lhLaXnimzuS6/uAs6nb+vevncfVdTEuSR+u8O4F5flMMPJ3avf1vc/KL/grPdRP+07eaLaAQwQaPZtEqjGCY9xz6/eNfNfw7+IXjT4Y+LbXxR4O165sL+3cbZbeUglT1U4+8pBwR6Gvpb/grPY+Hpf2qtRm0rxDbSz/2bZi4hQscHyhghsYPGO9fNfhTwrY6l4hgtdR1q2t4fMUySvJwRnoPevpcJyvBxv2R+RZx7f8A1hrcsve53Z321016W/A+h/jB4a+Ffxu8F2HiI+Io9I8ZaXaC3ulmspPIvolHyBmRTtkUZUHGCAAfUfYP/BqV4fPh/wD4KMeN7O4vLWSdfgvf70hZiwB1bSDnlQMf/Wr4N1bWdDstRuI5/ENkoExzG90AeDX3/wD8GtsKz/8ABTTx3rFtqFlPBcfBfUAhtryOQ8aro/ZSSB9RXTlylHERXS56eIhhsTifb2Sn1t183597H790UUV9SaBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQB84/8FZ9Q/sr9g3xZqHnpF5Wt+GyZJDhV/wCKg04ZNflrrHjG+1++EdvPbjThKkkomGfMkAIyCQOAp44GevvX6Yf8Fq4LO5/4JreP4L8TGFtS8ObxAoL4/wCEg07oD3r8TrfxIfD91EuhXep2okwknmSdQTwMdwPevkuIKfPi4tb8v6s+myX/AHaXr+iPr3xf8M/hj4/+CN3o3gzSRea9cWG+yEkKny9sgLuZURtvAbqRyQK+UPBnjXxB4f1F9P0HwbawywKwH7h3dRjGS7ZwM89DXvf7Nfiiy0i50fTvEviV4mknMs6xzBN8bhj5R2gDtkn09DXiH7Uvjtrb4va7YfDa/nsNIS8Cg2k+A7Ko3YK9V3ZI57ivncOpc7pvU9yylHQ+gPg98RNdtNIN9rgtbie8twh067kUNIO2M42rwep5HFcxo3ijxN+z9/ams/D+xWW7lVktZEj8xVZyN2VUHeBngjHI+teZfstT6hrHjOLVNSkt5bckRzyX0ivnkNypOTwCfz+lek/tJ/GW11e/8P8AgDVEtA1hcPJcS2J/dbDtWMkAfdwu7bt6Y9aJU2qvJvcSVnoedaN8Y9S+Gtw+q6h4cvpfEMt088u5GiBd+u5jk46H5QOe9UvHPxN8Szajomp3d+lre6nctc6pbQSsSAxABky2MEc84r3PxZ4BvPHHgO71OO50qCGysRNDdxzD7RKgHHlYAAXA6nBzgeteA+GI9BhtNXktT9ubkI97CA+AMZz2GQO/bpWtN05a21RMndXaLP7TdhP4i/Zm+IOnaja2jSx+FLqb7VC6l5wkbMN+DgYI69frX47Rkq4YdQeK/S39qX4n3GofBnxP4e0y8lUyaFcfajbqqQt+7YFcKAH+pJ5r80l+8K+ryKnKFGd+r/Q+N4h/jw9P1Puqwl1H4l+CdLtY7gOdU8EWdhyfvMbFIsfXcPzFfEUSSWd48Eq7WjkIYHtg4NfYf7LF99o+FvhzW8SM1idjHGQDHMcfpt/Ovm39onwxbeD/AI8+K9BsFC2sWuXDWn/XFnLp/wCOsK6MBLlrzp/1oyM4p82Do1e6/NJ/5nq3gbWPh3r3w80DXfirpGs6jYabcJZ3dvompxWszx4lIAeSKRQ2FTkqeK5LUbnwPLqby6Xo2qQ229jFFNqEcjKvYEiNcnp2rtP2btD8H+KP2WfiSNU10W+p6LPYXtnB9n3mZCzIQuWG35iMnBwK84jRC5BXOSRg/WuWpDkrSXmeHXleEHpqvy0/Q+kP2L08E6r4e8XabcWjAW9vb3Jmvo1lEYyyEgKpJPzcDHJC19IfGD9jbxN/wqq3+JPhq3s7LRWt0uJLUECeYYGxwqjgYYDHavnb/gmR4l8K+Gvihrk3jLRWv9Ol0Ix3FpBHvdgZAuVXK7mG4HGRX1L8fP2xfiTZ+H08BfCfxDrFh4fjMcF22vadB5seYwGXblzsBztIOO+Aenk11Vde0fL8j7DKo4aeUJ1V3Vlvv/XyPkzxtYWfwwmjHim2ltpZRvhiyCxAwM9feuO0LwrYeP7y+u/Dmn29xNCGeSW8gAVS5J3Ed+c8nNfUPjD9l34J/H/4Oab8T1/ay8PaHr1pezR6z4b1wk3VzwmJbdVOWTHGOuVzivmT4l/BW/8ADYgsPh/4ok1eyvrkrcyR5thGw4XzQ5wq8nliOvT10pTpybSevzPMxeAqRqOahekttU3r/wAHyOY8efCvUfDeuTWeteILVLqMI4tyCIlyitgBRgcEdq3vBGh6D4N0lNY8VarZ3N1OWezto2PyocZOSpCE7fTOK6f4i/Ce31m6TXNa1lob1rW3he2tSk6RMkSIRuVgTyODjBrH17wM/l2Wiw6vsFtaqpa4tBhsem1j69fWt1OU4LU5auDq4Oq5uFl0u/u69i3q3jyJnhOh2lgH29Zb4sBn67R0x1zUupy69dWAk0TV9OLGVfOWB4VZPlPHrjkd+1YFz4Pv3VSmrWaKi7ERLVgTj1wCTmpl0GDT9Ee4v/EcAaWQtsSKTnAHH3e+alxtqR7arK9/zsb9jqfi6GwS3t9SKyRyhxi9Rec9eDTc+PJpZbi1iuLmSSNizMu8k7eOxzS6b8JfFtz4Nh+IUEFlDo7MVFzJKdxw2PukZHPfFVNBtJ2ExtL23IMLhS0wCscjioaaZonUUbNOz8zW8D6h4j07Vhc6x4ZYyKpaOR7BRsIycglfWvbPEXilvG/wQ07xN8SdbiuWRltLeC1skjvLSNDsWRY4wu5VXGcjLDPJIBHzr4h0jxHd4hjiTaWH7uK8Tk4/3vWuk+AHhL4geCPH2n+LdR0uIQQSlL+1v1aQzW8qFGCKMgsVOF5GCQaiUOZczdjow1aafslFtPT7+ozxD8ItV8ZhtH1ydo9Kt7qOe5vVz++hwxHlnHJbt6c5HGKyvFPxZ8HfCa8Ph3wd4ahEkKBJLaBFQR4GMSPhi7+uOnqTX0XYeGvBnw88J6l4/wDjBqU2n+HbbVftEdjNKUnknnkP7tE6phSzBMDiMtxgFvjH46+E9F8G/FbV9G8May+o6UbgT6VfyOGNxbyKJEcsPvHDYJ9Qaug41HboYZpUrZVhoulbnlu92l0089dfL0PpL9kDxhL8a7/UdQ8V29jZ2ej3EAZJg8qyJJHMMbWbqGVWyMdPevpb4iX2mnS7fU7y4ufFFnZqi6P4S0q2S3tYmAJ86ZFOG6El3zjsK/MXwz8Q/F/gm0ktPCfiO80/7RIGufs020SEfdz9Mn86+uf+CcvirVvif/wktx8Udd1TU4tOa0FoftcilSwk3AlME8KvBrmxmHcL1b6LodvD/ECr8mEmm5u95aW6v8vLc9y8Ofs7fGf9oWSLWPijIdH8O7wYNBswUi2/w5HVz7tx6CvqL4L/AAn0T4P6RBo3h6w8q1IKzMZAd56885446cV51ovivxDqWmT6Zo+o6hZWlvAfsyz38jgAEZHzE8bc/lTbz4n69p0RguPGN27CMLHHE2VGBjv049q+frSq1vdvp2R95SrUaWtrvuewePJdJ8T6DfeFJvNS1uIWimkhcpIAR2weOe3foRXwRpX/AAVB1nwuF0u6+G8ZXTT9njUXhBYISoY5HsM17B8U/ip8YdF+H+o6t4PN9dTnb5EwmihazQK+6RtyHzV5BwCpyOuMg/l54h+OfiXXdeuNX1jRdJu5pJnaSR7Qx7ySSSRGyjqSenevSy3ARrwlz2aPmuIs7rYSrBUJOLs76aPb8j7a8Y/8FI9N+Jt9pdnr3gZ9NmhvEa11uC93NZnPBIK8qGwevTP0r648OftCeDvFfwvjvPFnjSy0C+mhktrm6ZS/lXAjO0qqgkhyV2/74Havxu074uSXTLa6h4R0x03LhIvOBHI6fvCPzFfpD8Dvgz8Lvjp8PbbSfFU2vaK6xwXGn2lwmPte2BMNvdSrsDuwM5AwfXF47A4ejCLask/UXD2c43HSqU5SUpW0urW9dv8AM9S/Z78IfCqyjvPEXha8bV7KaXyLW+ntXBnAUedOyuMgvKX4PQADgV7noWleEZ9K8ixt7aOWaMKiRqFyOnUdcY6V4R+z/wDC4/BrV9a8LaVf3D6ajwyWvnOzNLJKXaV2HIDD5V4AyFHFeuto9xptzHe6dFJIznDvE23qOpH/ANavDxWtZ63R9rglyUErWet/vOO/aD/Zq+F/xtE2i+MPCyXkixFE1COILLBJ03K69R0JVsqe4r8pf2zfgufgt8SrjwWmmQW40xxD59sGCXcb5kjm2kkKxBIYLhQVGBX7Q31hqf8AwjYuLu4ByQscO3B/PvXxN+05+zPF+1d+0Bq2kw6ibXSvD3hu3h1jU4ED/Z755WaKL0Z/L5I7LjOMiu7K8VKlNxm/dS+4+a4ryWnmWFTpQXtW7J9/n8j81WZAv3c4/Oo4+Dyx96+61/4Il+KPEdtJqXgr432c0aH5or3SXRwPUlXIx0/OqNt/wRA+M2p3QttN+MHhhpWztE8U6DP1CtXuRzHBfz/mfmcuEs/hp7Bv5x/zPilIiSNo7eua/V3/AIJTeEtRH7LGn2t9abJ5NUuZYnmGdqkjC+3H86+dvD3/AAS48T/APxdaeMvjlNZ+ItKs7kMum6Isjx3Min7kzMqlF74AO7GMivuj9nHxJ8J5vhcF0R9K0SN9VlaO1t5VREyqhgBwfvAnpXDmWJhVw/LDVdz67g7I8bl+OdfErlbTST36anWzaUtvKdL1rTlYBjk+WDnJ/lX4ifHe/uda+Jmu33mYk/ti5AVTgEea2MDtX7sX2v8AgHUtGSzh8R2ct2uS8xnGMfXPPFfhT8ZNK0d/iRrS6FrkFxbvqdwUf5l2jzG4O4CpyR+/O/kaeIKl7ChZ6XldX32tp1/Q1v2ZPjD428AeL49E0jX7hNLvpFfULHcWikMR8xXKHjIK9evWu1/aF+E3ws8Ra2/xA+DviW3gTUpBJe6FdW0sf2aVuX8ptpBj3ZwCQR79vOvg34d0yPWJtYvdbt43gtpfJgaXDMSpBb0wATXXt4g0CMeU/iXTi20hd94qgZHvXrVE1W5of8OfK4PkrZaqGIs1e8XfWPprpfW6fqfuR/wagWsNp/wTq8Yww3MEoHxo1LLQE4z/AGTpHByBz/TFfp1X5if8GoNjLp3/AATu8aW808Eh/wCF1aiwa3uEkXB0jSO6EjNfp3X1OF/3eJ1UoRp01GOyCiiiug0CiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACvgD/AILU+Jo/DXxM+D8010kaS6H4pBDEhmIl0XAXAOTznGK+/wCvzA/4OLLfS5fF3wRl1GO8Yx6d4qMX2QDIPmaLkknpXm5vFTy6ovT80d+Wf79D5/kz5q0HWbfXPEcE3jaSD+zh+7hjUqsiRbiyjLcHJJyc1b/bO+GfgufwNaeM/h14YS9j0e6b+2ZXgMO5n2BEyiAPg5JGeOK+edC8R6pLqQ8N6RqV7FFLIPLhuGVgCTgkhgQD3/Cvqb4aeMvAUnhLXrbxnrbXNrb6ODLZm5wrumcyAHA3Hb8o4GR34r4CrGdGakn8j7KFm7Hzp8OfiX40hEUWheHYLZGuEV5La2KsCOMbmzuboe3T8K97vtWPin4X3HgDVXsrlbgB5ZfNQvaEMCSSfvMSuMAHGSK+Ptf+IHi6fUNn9s3kNorEQ2sc5VdpPcDAr6E/ZLutR0jRbjW5k0vzlH2ix+1sj7mO3oQDtJwe3B9K2r0+WKlsK1tRniz4kfEjwl8MX+Efg/SJDa6ox/tExQNIXiGMBcA7OOozk9q5HSPj1qHhm2/4QvwH4auGlvYVtrprgtEmPun5epyCc5P4V2Oo/FrS/iR+0XNqaNBC0SRwWpaTETSRoFIU4I3M2cMcA498VP8AtF/Dx7TwbF471jULSwieYxvDpL7ps4JBlGRySOg6cdKmKirKS3Hd2seb6X4y1af4rXXh/S9eRrWK3VIFSTMIZQCyjeSCfvA9a8I/4K86al/+zj4d8QHT7a2e38VCForRgY1Lwyk4OTyducDgV7TFqGlaB4Osb6zgtf3UmXuZoVBUYIOcjDHGB35FfJn/AAUo8e3XjD4b6Zbw3NybO311RHFPgDPlSfMFAAXOew9Oa9XLoN42m10Z5ObNfUanofMv7NfiB/C3x98Ha8kvl/ZvEdm7NnoPOXNfQf7T3h/Ute+COsXWQ403UIb5lHZS5iJ/8iD8q+UdCu5LDWbW+iJDQ3COpB7hgf6V95Xfh6w8T+BfEOiyxs0eseGbxbcsvBk8kyxfjvRK+hx8vZYiE/60Z8/lMPb4OvT8vzT/AMj4c8J6tcaLrFrqlpJtlt50kQjsykEfyr6J8YXfwaX7Vrfi7wx4gvdR1XTEn0mbTtahgt4ZTKwJkR4HZ02DgBlOfbivmu0Uxz7XIGG5ya+nPiboXhC4/ZZ+GPjrRdbE1/cW17ZahZi3w0bxSkks+7uCuBt6ZNVmEdYy+R4lL4JrtZ/jb9TzeKXwp5rbrLUFUkYP2pGI/wDHBmvsv9lvwz4K8e/C7wbZf2SrzXOoTWEMc9uryzyK7bV3bcKPm5YkdFxXxMqJ5ZyucHOTX3x/wTZ+Inw98J/AwReM9G1aaaDxFJcWN7oVqJrm1KBSxCs6AfKx79RjvkePi7qCa7np8Pcs8bKMrbfk0yb9pf8AY88efDfVrS6vIraW2vAU06xsZMtCoAYo54wRnvXzn401bw54XkuvCuqySpc7DDcIIw+0EZKkZ5zmvqL42/tbfFr4meJLXQ/FnjGe18MqitCk1pEJnUHaTuUZDY5IJySOTXHftJ/sUfAW3vYviV4K/a78O6tp+qabBMmiWkLT6jp7mNMwzqp4YEnLcDg81x03yKKq7s9nMcHCtKTwkfevrdr71f8AryPn3w58J7/xppkOpeE9NsY1vJiFuLmFd3GQQoIwOn6da4KbwFNBeLb2viW2mndvLbz9+QT6cEV6N4c+G/i/w18ZtLtdOvBfaZpbrLbXkl4sUDxYJZlDHlhuJ2jJyPfNF98FNKsddge38Qzyy+asrkQIytgg8EPjFdsKjTsmeLLLas6d4U9U7S6dttvPuGhv4S8Bww6VNe2d9qICrdyrMUUPjGN5UlgMY4wKlXxlJfawYNPj06K2dvnkmuRIQBnH3iB+QrO1XwjJfazPqa6nHtWbIiubQ7jznnBPr0FU7jwjqSSec2t2mXbJC2zKBn2C8Ucra3M/bVIpKKskbuqDxO11C+n6taSWvkghraWFQ2Sewxz0/KtB9Y8ZuEez1WQDytjeXejOMjgAH1rm9T0ix01bWyk1yK4kCqvlLHIMk8/3fcDmug8XfCbxb8PreO48Wixs0uot9uiz7iw4Pbp1HFZWLjKpe6v95Xlj8fRWJWz0yaaMSqNxt9/GD7H/ACK6n4ZeNvFfgeRNc0zRzZ6nb3UbRXZ0yNiGDZHyuhDDIHBBHFc1ptnf/wBnj7PJbv8A6RuMb3AU7do55IrD1jwt4y1q5+zafaSTzkARRwXSk5z6A1PK5aMqNSdOXNrfsfRX7QVnp2s6nZx3GtQXOt39p50V9YR4jkc4PkTbflRzklTxg5U4GMePj4RWeqazbeOviLYbrazt2W106cY8xw7Fnlz0RQOc9cHrjB6r4A+EvFmkeHdd8Ga5pSXFr4hsFWCKG3aS6t503JvHHyqEd8nnkg9q9B+I/gv4V2nge3+HvxZ8cNZ+IvFWkywaAsV7uaDyseSZW5BV3Uxkk/NtI5wGqE1Tkop6npOk6qeJqRSstnor7JP1f5nzlqv7Slj4dnfSvB+gRTwROdkgAhi4/uoo3AfU/hX1N+x/dad4l8J6R8UfFk+mQ3N9GWtobmzNxslSaZCfnb7rAJx/s+9fn1PBLBPJBMhV0Yq6sMEEHGDXS6R8ZfiV4ds7fSvDfjbUbO1tF228EVwQqc5OB7nJ/Gt6+G9pDljoz57LuJK+HxTqYi8o20SsrPT8j9HPHGra7pXiBNQ0LRrvx14nvVKQ6zeoBZ2IYnEcUafKmMfcQDpya3Ph/wDsXeMPHOsQeNfj1rdxfXZ+e2sy+xIO5VV+6n4cn1riv2J9TtNW+BWgfEDxdJqt9rUyzsJ1vpo9xWd1Q4QgdAPrX0Avi7xjfadb6zJ4jurfyrggrPdM/GAVPJPPX8q+erzqUpOENLaX/wAj9MweIo4ijGtJO0kml666+Z7B4L0ew8G6QNF+yeTZwIDBGCDtHsM/z9zXlv7ZHj2Hwn8HLv4qw6dJc3HhiaG8srVJmVJXMqRkPjOQAxOe2OvJrB1P4qa75X2NPFOoXEu75gpz9Ouc18//ALefxs+Nfg/4OSR2Symwmt1TUdQuPIaG53SkCIwMmQcMuTkg7RgDknnwmGc8RFX6/eaZlmMKOAnNJ6Lprbs/REGnf8FYdX09jLP8OE82X+5fEbOenTrUvw4/b5s/HXxvt/EVh4ROkamID9ojF0Gi1OMH94nIBD7fnHupr4DHxg1dpWnn8L6RI7tu3NFKCD68SACu/wD2d/iVaa78X/D9tq3gwTE3wH/EoaUTn0C7pCP8ckdK+gnldCEW1Hp3PhcNxNmEsTBTqXV1pb/JH6pfGv4l/BHxv4IXSPFPxTh02yn+z3NxZW0EkkmoW53M0Y8sEoN2xWPGPM7Vr/Bzwp4N8NeELGxuNNhkklVJ7iSWAbfMbnAJHAUEKPpXkFh+yh8JfjH4OtPEd74h1i11WOwS2u9OZPLNorDLKFZQ2wnJyD83t0HrPwG0jUrDwJYeH9XuGVgZU2HdIIY1kZUQE5JAQDHPavna0acKHLCWz1P0jDurUxXtKkVqtPwPWY9E8OXFrHHpnkp5AZpgihdvHp0ORXzT+01+xH8M/jNpl/4g0zwlbW2txK0lreNBsjuto4jmUEA7uBvHzj1r3Wx07UdMuzaWFvIsbbWVg+UznpjPT2qz46s7ixtklv7tXKxF5XJCBAOST7VyUatShPmg9TrxeFw+NoulWimj8J/ifo66R40vI1077HHLK0i2eWPkHcQ0eWJOAwIGSTjFc7Kyn7q4J7ivvG//AGBrT9pa41j4s6j4rl0Sx1bxNfv4cuYbMSi7sxJtEu0lfkLBtpB5GTyCKqX3/BD74iraJq+ifGvSJrWQfLJNpsiEH0I3Hnp+dfWLH4WLtKVmj8UxPCWcSrOdClzQeqs0vwbPhmLBwuSRV/RNNvdR1SCysI2eaWVVjVOpOa+y1/4IefHS6tJ7zR/iz4UlEA3Osv2hCR6jEZra+DX7Gfh79kbxHcaj8dfDtp4i1GaExwyyRN9gtIyf9YrEfOxHGWA29Mc5q3j8NJPkld9jPD8J5zKulVpuEerdrL7rn3B8JPCV9N8LdFFtbIs0OiWyyhxzJiJec1wv7bM8On/sr+ONRawRLq30YiJ2iHGXRT+PJr1jwr4j8ADw/pDWfimwtDHpcAeEXKcERgHoa89/4KDah8Odc/ZT8aPaeIbWGD+yVDuH3Hf5qbflXJPOK+ZpSf1pf4v1P2LHprKqnK0moOzv/d/A/FjXDK9692srEOS0gLZIJP6175+yr8ZjqOi3Pw5+MepXGpeEkt3tfs04aU28U/3hGeqkMiuuOAy5rwvUdIia4kEWoQyIjcOrEbh6gHBr0L4a6Ro2geD576XxHZ+bcXUfmjz8CIBWwpz35PtX19ZRlSsfiOT1atDGc6ask+ZN6NdnrrqR/FT4MeHvB2szz+D/ABvaalo/34Zp4ZYpUUnAV1KY3DP8JIPt0r+rb/gnAqp/wTx+AqI6MB8GPCwDR/dI/sm15HtX8qfi3UNL1vQLjSrDxBpsk8rIQG1CNS2GH94gV/VV/wAE20aP/gnZ8A42ZSV+C3hYEowIP/EotehHBH0r0sp523zdj1qeHw1Ko5UdL9L3S9Op7TRRRXtnQFfiv/wVO+I2kW//AAUM+JHheO3igms9S0tbpyoJuPN0LTCCflwQq4G0nscEV+1Ffhv/AMFTLzS9N/4KXfF65vPCsmpb9S0dZA1yI0APh7SwCDgnNeNnsVLBr1X5M9XJ/wDen6fqjN125+EGm/C6zvtJ0+2s9TbarS5OJXOSZGwu0KOOB07185eK/EMWri71fWb+9uP3hSzaQBUQ7skqoPIIz6etesaX481LXtLis73Q9Pg0azgb7HZ3EbzmFV6oCeCSQfmKjnvXBftC/EfwH42v7CbwxoVtppgsljntLOMgGUdWPzEZPsR9K+PoQlGdmv8AgH1SabSRyfhvWtNs9OjhfwtBdXT3JZridXyE4woAPPOa6G4/4SvxNFLpPkTrErfaIraGPCEEAZbGARx7niuQuvHWk6dYpHZWEYuoscljkjHOQOufTsKwrv4ta0sLWunKtvI6lTKCSUXuACcD9TXZ7KUndIb33PZPhR4ws/hXqDX3iTR7otM2ERbn7OCq5zlurDIHyjrjrWb8fvj5ovi7XLZvDOq26pawrtSaBUCSNy7Ehd0hBxjPAAHJrw3UtS8Q6xemS91O4upJDktNMWJz9TUC6ZO0/l3DBTkAlyARVrCw5+eW4mrdTb1PX49V1AtrGtS3cjPljBGfmHplufwHFfLf7eulJZfFDTtRht/LjuNIVURpS5Gx2yeQMfe6f/rr6c0LUrLQrppU2TbepXr+DEcc+leCf8FBbiTWD4Z8Q3m03MrXccjAYJUeUwz/AN9GvVy98uLivX8jw87g3gJeVn+Nv1PLf2WLlrf4++FZducazBlVHUbhkV9X/tH+D5o/B3jXwe8plU6XLPbMxJyke25jI/4DHj8a+W/2PYIrn9pTwZbTJvSTXoFYbsZBbFfoT8dvhVcSQPqFqPtFhdxSWrtj5kjIcAHr2c/lWmZ1VTx0H5fqcmRUvbZdWh3/AMj8ttPcpMpB71754s+JuueL10zXNQ0vTXkGkWkBmksI5GlSKBI1zuU8jaRxjPU5OTXgfltbXbwOMFJCpHuDivePC/wz8bap8ANN+MEHhy6n0GHVn0abUooS0cV4AZlhYjoxjO4DuFPpXfj0nCMj5OKk+ZL1/r7ybRviTbX1lBpEnww8MSSpctJJf/2a4ldGUARkLIE2jBIwobLHJIwB+yf7FfwN8N+NP+CcmteK9J+D1l4hutU0m1Nzo8s9xAoRE3Ga3uY45PJkQxgqpKghn3ZGM/iNp5+wzHfC6HcOWXpX6mfsUftkXfwu/ZHSxt/BkutS6RpsNro8EDGTOosjSLNLayERypCBGVLbstKRtyoNfOZhGbprk7nv8O1P30ozfT8tfyPmj4k2+geFtZvZ7yzmNrBF8tvJ8/T5iC3GQfUivG9R1PXPiFrUtzpBurKEOIYLe0utqhc9SDwCcj8hX2R+2/4m+GF54T8OeOPEvwrk8F69qlvJJrtmNMuYY5WLZjkEMqLHGHjIYJCSnzcAAYr5Y1+ztGhHjjRtSjktzaPLbIsBUL8rAKd235h14yOR9KnD1Z1IXkjpzCEoVHGLVt9NHr+RzNpq2qfBzS1u/GMcl7q2uNt+yyShxbxRnqxGRnJzx7V3fgrU9Fv/AAuPG9s2p2l20WY7aC4TE4L7DhmHy8HOea8NfUAtu0OzdhBhiTxzzn1r334K6dpuq+CIf7RczkaeqiNmwFy6kbccjrXRVfJBNmOVVqtfmjDRKOl9bPvf8TN1LX59YWNNQEoVZtxkMqyvkAgZO0Zqtbw+GJJVluZ7uV1bjCLk56d/U/pXcf8ACA+E9nGmupbsl0xyenQ5pY/A/gzS7ea/WylfyYWkZZLkDBCnA6dqz9tTtoOeBxLlzTaZ4b4h8M22p6RdaZZ6td28txGse8WQO1chm6P1OAPoTUup2um6VDYm08QFRZxrFGJLc7gAuMdT6c/Wrut69o13erJ9juIhwBtul/A8pWJr97o7SopF65ZjubzVOeevStoynKKi9jymqcW5R/U9I0Dww2uJpRbXbWOGZofOkkifAU7cnG09jXv3wl8E+B4dQudUu9H+16XbXRj0iyky0cr5+aSX++FBUBehycjjB8M8I28f9n218DOIYIIhDHIowz4CqMj356cYr7h8BfDPwZb+G9OsgJ5obe0RkbOwMSNxcgdCzFmPua8/G1PZwt3Pqcgwir1HUstO/wDX9WMS+1CSS2V5FSNIRm3hjjUJEAONqAbV/AV+W1/4m1W28VXPiaK+dryW7klklcbjIzMS24Hhg2TkHg5r9ZtSvtPSO9059MFt5SOhKxdVIwPm5r8lfGGiX3hrXbjTb+FgUkJRiuAynow9iKvKrXn8jg44UkqDi/5vv0Oh0L4aP8Ura417wTcWdqbdQ2pabcTlTbZON6Zzuiz36rnB7E6fhr4Wz+FfGGmTaxd290GuYWQ277owSwPJ4rgPD3iLWvC+rxa1ol00U8ZypxkEHqrA8MpHBB4Ir6R+FvxC+HnxV1DT7y38F6bolxaQ7NSm+2OfIcxuPMiR2xgkAjngnGQdufRq88dtUfH4Sjh8RNdJfg/Q+vtR/aB+F2m6vLp9l4q0ua4hmKOjatCnlsDgg5YEYx09q6TQ/ib4E8W6R9ovfEnh4TQOVjH9sRsfLPOcbueSR3r8qtbtxLezS/2irPLMzF2fJJJJyaoCK4VSv2uMkcDMn+NeR/ZkGtJHtx42rqV3RTXr/wAA/WTUPiB4WtAIbG+NwqtuZdPQbTx68Zr4t/4Kj6nJ4r1rwje6fpdxGkNpdqFlyxIMic9PrXzrpWnyyhrq71ZUVG4giuB5kh9v7o9z+ANdOmueKLjw5aaPcXEn2WG4neGKC4O1Nyxgj1J4B565rbDYJYeupqV7BiuJv7Ww0sNKny3s73vs15I83s/Dmv61dwaZpej3NxNNL5cKQ25JdienA5PNfpx/wTU/Z70rwf4FitRZ6jbeI5IP7R1Oe5spbeBoyAEiWZ1CSfK2cKT1/wBnNfHfwW8H61428TWby6jqUOmWUwkmSCYmSXbhiiZIyxxye36V9Vj9pL4qeEfFU2n+FdE1C1tLa3hktftuoKSscqKWQqykjG7A54GBV5nOpXp+yhoejw1h6OFqvFVk30Wn3v8A4J678Y/jN4o8D2lp8ONXbw7pd3qN1cPpiQ+JFuGv0jkDKJMInlFmIBX5jjPNe/eAPGnh+80r/T9OnsL3yYmu7O8GY42PQAnh8eo9j3r54t/At38WvD1z4p+Mnh6+a7trjbpWpXUZT7FBIUJ2MiqoAOfmbnjrXs+n+NvBMuvro+keJ9MubtHUJax3iST8YJZhu3ZwMkmvncRThGmopa31tt0PvMFUq+2lKcvddrX3PT7a98N2xm1KG6iCQgfalU7fL9Mg9B1rxHw/f+H/ANoH4v3PxQsDb3nhTwPqzW+iwtIDDeawqjfct2dYdwVOxcs3RVJ6r9puPT9d/Zx8ZX1zIUvbTw9d3dpPCxDB4oXZMkfeHUYPrUP7Ff7Pcv7OH7K8Phzx7qNtdahqcEurRWkUe77P5kaKkUhb7xUIC2PXAPGa56cYwoSqJ+9ey/U7Kk5VMSqTj7tuZ+fZDbfUdX1TxjNf2GnLNM5IZQoO8+v51u3l1dWuorb6jYss0KCPypTnBxnHY5zXwV+0x+3P8c/g546OkfDr4kaNfQy3TpLc6bo0RhUBlBjBcNyMnOGPPevKtR/b7/aV+J3iHTfC3iLx55dlPqaxXCaXD9kkkVmA+Z4tpPB7Gu2nldepFSurM+dxfF+W4TGPDyjLmTtsrdPM/TTxb8TfAfw9tjdeMvHWl6UrZLi8vUQg/wCypOSfoM18Oftk/tR+Evid4gudU8GQTT6FpNoYbmVrdUN7KGYmVCeQPmQc46dK85u/C+hX0l1q08Ut1OCMme5kZgSepJbJ/OrHxD0a3s/2V9e1KKaWGJbj5bRWUo0m6MBssCw4c5AIDbVznaMd2FwtGhUTbbexhmWc1q+CqOirNJv7jzC4+P8A4GY4j8LXyEH5cSJ+tJ4m+M/wd8Y/DbUfCGpeENTOpvdx3Gl38Ug3wsiSDYRv2lGLLu4LfKMEc58dgj+0NmWdYgc5kkzj9OTSJMtu2bQHcD/rSfm/D0r2FTjF3R+ZV+Ic0xFGVKrJOL30X+Q91aNsyMA2cFD1rT8eXN9a2WmeZbqsU2ko0Q2HkbmBI/H9RX0D+wB+wDeftUXl1408czajZeFLCQRmayCiW9lByUQsCAqj7z4OCQB3xxv/AAUGsdG8DfHS++DPg6w8jQvDHlRaPbyvvkiR4Y2YFzywLZb6sainXpzxHslq1qx08pxFHKvrtVWhNpR7vfX0snqUP+CZNwH/AOCkX7PasSD/AMLx8Jj6/wDE4ta/sPr+Pj/gmNa2/wDw8f8A2fZGjyw+N3hQjnp/xOLWv7B6+iwDThI6crd6cvUKKKK7z1AooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooA/na+HnxG8JeM5NKNxYwJps1nalrAKmEVY0XbyuASAfmHvwTXa/tBa98OfDdqT8PxFp7m0LNFErMYwTgIocDLdD/L28d+FfiDRPDnhHR3l8BPeGKwtpYri4vdm1ljHOFU5XPOPavULf4li1u4vGfxP8PaVqXlXKiaGW1YtKpHJLMcAADG0MMelfmtWnardLRfifeRl7mp4N4tv4Gt43uJruW/uCZJZblss4PQEZ4xg1q6Lr9mJorXRfCNski2wQ3BRi7yYAZ/mJAyaq/EjxX4X1zx/ea5otuotZbsukEKsqKmeFGTwO3U/WsPWviPZW+G0awiAKjzgpJG7Oc8HAx/jXWoOUUrGn2dzrtT0/xX4ks01a7gup2t1ELK0Z2pt4wo7e/Fd78LPjJ4V+GulDQPEthcoygC5le6wqZPJ8oA7jjA3Hj2r541H4qeJtQT7Hpl89mmSXaCQh3JGDlic9CeBiueI1jUJmMk0sxHLOzlj9Tmr+rOcbT0QW0vc9P+I/xhm8TeKr/WNG8Q20Qu3b98YRGwTOAipGPlGAOc5ritPvdM1K/BuZLi7fByq5jUkDls8n8SKxbbTVbL3M8aADLEt/hmtvQPE50S2MGnKPNkBVJFABGeDnjJ4rojTjTjaJjPm3Wp+kX7K+sLrv7Ofgy7RGHk6BBaOHGDugXyG/DMZwe45r1DRvEGg+G7W71DxHrVlYW5iCJNf3aQRmQkbE3OQMseBzXh37CF1Jc/szaIH2YS7vtuxcfeu5XP6ua7b4+6Ho2s/BDxBc6nBJ5+nrb3Ol3UEpSS0u/PSOOZGHIK+YfwJHGc1/EuY5Vh8X4gVstk2oTxMqd1Zu0qrit9OqOmnVq4fL1U0cox17aLX8nY8x/Y+8XIPij8Y/hhcSSTT6b8Qr2+S8uZ1Ms6yTSQvlQqjhoASQMfvMYHGfRv2j7R7r4A+L5oI1aex0C5v7MMAR9otkNxCSDwR5kaHnivmX9lS18W+Dv2viNXvpLj/hJbS9+13k0jO10zK10WLE5Ll48ktnv3Oa+zJrW3vrWWxu4g8UyGOVD0ZSMEflX0fiHhXwzx1RxUHf3aNXTTWPuu3a8qbflcxp0XVwlXD27xV9tYp/NXZ+AOreMb+HVZr2bw9o43OWMLaZGwDE88kFjznqSa734L+PNL8S/Fbw6Jfhb4bs4Tf2cEn2K0ljLsGVWk3NKcO2cnGFyeABxWf+0r8BPHvwN8eXHhrxp4Vu7UXKNdabM8ZKXVsZXRZUbGGXcjrn1U1zfwp1IaV460W4G6Mw6nbuSVJ+7Kp/pX9hXhUpKUHdNaPy6M/MaM5wrpu/Tc/ab9tb9nnw54d/Y18E32l/CWK7srSEs/iJLq4tbvTpJGx5JBiMd1G4QEEucOzY+Uc/mb418SaL4Lspby7003dy0zeQsseFDHOD17Y7V9+zftsa3q/wAO/CvhLRfgZJ4q1DxCwE9t9kbUYW01twjtkRsvbSSFIpmMKh1ZsByVFfJH7ZOp/A7w98atQ0jwpp0mk2ssq/YbC4t7h/JZlA4M6CXgk8so6YyetePhp1oTcGtPI+3zBJ0VVhJad132337HzW+jeP8AxXbPqGhXt8bmU+asQvgEG5hnBY/dAP6Crk/j6w+HbxfDVrJ9RlsgDe3hkwWlkIYhTgnHNTfErSpPC+jXUZv1mF3dRhnWPaCqktlc4OCR3ANcLYX5uNVsogoVjdqpck8/MOg/GvUirnzPtqlGvyrSTtre/wCB7zc3Vh4U0uOTQLvVC9yzGa1N2iLCVxjLbcnIb7uKxNQ1CLUrlrnUZJYT5IRTCFORnOc4HrXbWHh7QdX8ORS3kRuWkndzJJKVb7qdcdeabJ8PvCL4jNjKqg8hLknaPxrCNWK33Pax2FxVWo7NcvRHn2q2fhqbSpxbvdGWQJhhEpAwwzkbhnmuOvPCthf6rpd3/bd3HBY3LXEqfYuHfjaTh+g2j8zXsPjLRfCXg/wrLqVtpssjGVI491yM4yT/AHe+K8pm1XSJbqVtlzESrE7bpencD5K0p1XzXgeNiaEaclCdrjrP7NbeLIkh8QITdTxhg1u3Pzd8f55r03wP4L0i88RS3HibVYGs47CR0hUMrvJgBMHAxyc9e1eSaPc6PJ4ytVWK8Oy5Qrl1IBzn0Fe/fA7w1put/EHR9I16SVor+5xJHJGPmiTkrgZGHYBT7EntSqPkg2+xrg6X1ivGDXU9j+EPhzw/4d0uDVL/AEGK41q4jEiyXMAaOzT+BI1bhW24JYgtkkZGMnE/bM1q+s/2d/E94L2QTzWkMEsucsUeeNWXJ5wQSMe9e9Q+DfDlpay60lpLc3KqSnmvhWP04HrXjf7aEEfi79mbXtM0608meb7M0MKxbcss8Zx755FePSmqmJjJ91+Z9zmGHdHKKsI78krW9PzPzo0bxINEaSyurb7VYXOBeWhOA4HRlP8AC46hvw5BIPU2PwH1nXNOt/EmgeItOk0q9kK21zNPsZWzgxuuDtcZGR6cgkc1wl4ktvK1vNEyuG2kEYIrovhZ8Tr74b6/Hd3WlQ6ppjyqdQ0m7YiOdR3BUgq4ycMOR9CRX0soy5fdPxml7JyUau3ft/wD3D9h/RdJ+G/x7g1TxNfQxJa6fePNeSyKsaKIW+YMTwPc19gWX7Rfw5eYx6J4m0eQEY82TWYFU/gGye1fHeu6v4J8U/CvxF4o8MWVppUd3FD9l8q7LzT5mKvG+45XC8kDvjsVJ8Mu7P5tsN6nyjP3uteVXwqxVTmlp0Pfo53UyOksPTipJ+9e/wAu3kfrT/wm/wAP9Xhi1k+I9A82dA06x6jHKRIR8w2gk9fas7UPiT4fic/Z1u7tQoVFgXamfb/9VflDIlyYwUu4yT380A1oadZ3FnCl2NSjnnYZjgW4+SP3cjqf9kfiex5/7Mivt/gdseOJpa0F/wCBf/anTftrxXup/tMeKtVSxlRLi8RsMpJX9ygIzj1rifhz8LvF3xJ8Z2nh7R9Du5DNMnmvHasRGjMF3YA9WAGOpIArs9d13xFq14t5rdzcyulvbpvFzwwWJFHTtwK9o/ZL8MazY+Kk+IWvSazdZUQ2FlZTsrhpAFWVjnKheq8dRntXre2dDDJdlY86jhlmOYN62lJt+SbufbHwA+FGl+Evgbu+F1hMsNna/Y0s9eeTTBNOi5LsJUJVWLH59pHbnFQW3x61vxD8eLLwjLbaTNd6O4i1Tw/pWsLcNCJIdzSRuAvmlTt/hHGa8k+Gn7TPx31m6XQ7LT7yBr8yxFFuo5ZPMQHaygxnoOcV7T4H+HXhfSfFeh/E/wAZaXNpeuXEMs2raheO0Ju5fJ2FXJ2qRhjlVGOORxXzUqPJKUqut77b7H6ZTre0hCOG91RsmmrKy/XY9/8ADXifwhqVhbi0c+U3mYW7j+dcHnAIyB3+gqTxj48+H3w18DX3jDxPrFvDpNvavK9w8uF2qMsOepzn5RyTwBXJ/D/xv4c1XUTceGNe0++KKRLJYXKOqE8AEqxA6Hj2rzf/AIKB/B+6+Nfh3wT4K8EypBq+ueL4NOYlysIQxTzl3A7K0W4kDJGfavNpUY1K6hN2TPbrYidPDupTSk+n5HQfBnSruDSr74/+JLCM614xsEaxjnYZ07SDh4bVB0DMCskhHViB0UV0XgJddneQWGjmWMyeZIUGNgHJOQPatn4w6Hpfwa/Zwt/DMPi7SoNS8PadBZSa3qFoDaxCGJULlSwPzbRjnjPQ1+bPjj/gpB+034R8YX3hfw741smsbeMmJ/7Eg2ynap3DKZwcnr2Irpo4arjZScLafl0PJzPOMHkVCDrqT5u1nru29UfpDb3/AJ0su6Fd8h3SO/Uep46VyPxJ/aN+DnwpsLh/F/xE05Xt4iRp8NystzLgfcEaknn0OBzX50aN+1X8Z/2gfEl9p/xK8a3E1oumCRLbT5ZLWFTuQcpGQD1PUU+fwj4es7aK4t9O84ys26R5n/LrXXDLFTf7yX3f5nDR4ow+Mp81CLt5/wCS/wAyb9oH9oLSdd8UXPjjVdBnbT9R1GV9NtEREeCIklVbHXCle5rzY/H/AMDmXePDd+nHz4kU/lyK6n9uHTxpHhHwfi8lkaa3YxxyFcRR+WjBQQMtguQCxJChVHCgV87CCMwtJPciMDGIznc/09Pxr26MKcqSa2Pgs3z7NsJmM6cJ2St0T3Se9j0r41fEX4XfErRNGufCPha/stasLT7Pfzl90Vym+Rt7gsSHAZVG3C7RyM5J4DQvk1q0UbJC06fKeRywGKpCZzGYLZCitgEKeW+vrX3Z+xj/AMEyfDt78NYfjt8e7XVDJLbtd6TokMgiRVAzE8xxuJJ+YIMcYyecArV6WGheb9Dx8Dg8fxDmLlTSb3k9kvP5/ifC/j+6v4fEF9aXsW2SO9kDDaQy4Y8HNfpl/wAGikyy/wDBSXxtgn/kh+pEj/uMaNX5p/E3xTqXjbxpe67q4jeeWXZNIigbtvygnHUkDk+tfpn/AMGjNvBF/wAFHvGzxx4Y/BHUgTn/AKjGj16uD0qQ0IoOEcYlHa7P6KKKKK94+hCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigD5s/4K6eJtO8Hf8E/fG3iTVbBLmC11HQC0MgBUk67YKpIIIOCQcY7V+S/wS1z4f8AiTXx/wAJrYW+owxROsAfgBscNkLvIGfu9eOuOK/VT/gtSkMn/BNnx6lxE7p/anhvckZAYj/hIdN6Zr8e/Bnj6bw5eRt4X8FJZamYzCmoTXpY7eS2VUKASvGcjAFfJcQw5q8Wt+X9WfS5K/8AZ5X7/oi38evFGi2mry6L4F1eaG2ku2jUWa5kYAYLEkAhcHt1xXkF9eaJF4mhjjspJbaCRftMEmW34+8Mgjqc17refEzwb4W0e+i8Z+FdIlutT0xhDdJZsptZegwSQzN15G78a8Ctdf0Swv5byWESxEYBkBABJ689a8jDxaja3/BPbi+Zux1Gl+Jr8RSXPhzw5b2LRTCUNbxliqj3bPT2pt/4c8QG/j1W4s7yVZ280zSIS5HUn346VxeqfE/7JcEafYoLcMTFh24U9t1Yes/ELxX4giZBq8sEG0AW1vIVTAzjPOT1PUmuiNGbd0G70Z9Nv+0x4L0PwLc6YEltLiO1dbSWeVbnL/dGEI2IAucLng857V896/49ur2CS2h8RQR2vm5aOIFnl9zgAE+3QVx32bUriIzyhiucFicj9akisbeCMT3Fwg+bhA2SfyBrSlhqdJ3RMlpYi+IdhYeIvhX4js7SOaSabSplWaRzGqZQnGBkEe34+1fAwYhsKoH4V+jn/CRf2hpLeGUiQW88ZS5G0bHBBUDAHHBPPvX50XkYhvpYgeFlYD6Zr38plpNeh8hxDF89OT81+X+Z9m/sjaZNqn7K76lDK6tpuvytIoP3oXVFP4B9n514d+2fpRtPi5BrRAH9p6NbSsR3aMGAn6/us/jX1f8A8E6PBcHi79lOW2glEV1Lrd3CCx+V0Ma5B9OSOa8F/wCChnhK88Pat4dutQtDFP8A6XbuD6KyMv6u1c2EqpZpOPm/8zpxtLn4epy7Wf6fqcF+zx491XwpD4h0SxtreeLWdIEF1BcxhlZFnjk/Mbc/hzkEg9Do/wAQJNB1WC81DwboGpRxzh5LS80pBHMoOSjGPYwB6HawPoRXD/s8aHqvi34qaR4M0OHzb3Wrn7BZwjrJNMCka/i5UfjXaePvBXiLwN4nvvCnirw5d2Go6Xfy2t/aXMLI8E0bbXRgRwQwII9q3xkUq/qj5L957NNdP6/U+q/+CWtn4e+Kv7S9l4Z1vwFpVrFdRGRRptvIjLtlRwMByzr2wAWI9T1+v/8Agrx8INP8F/FiS/i+GEOiiexVLPWrC5mVdWjQLGJpbWSJBDKAMPsyCzDryT+fn/BPf4nXPww/aAs/FOnWiT3EdrJDa2kzNGks0jIkaM68opbGWwdo5wcV+knjP9pLw78bPHF98M/Ff7P13q3hLTdKdtU1+4sLiaZL4KyG9F5brJPtdlhQJJ+7xj5RgY+dxjq08Qpx2sfY5M41svcG9b2277P8z82fiX400/Rrf/hG9C01vttyio94SUeNTxwc5zxkGuRi+HvjbxBcwKdZvY9MZm/tCae8HyIoBwBnJJGQOtel+Mr7wHr/AIkv/C/h7UhFeAuds9o24Kp+5kA8nOAD074ryj4leZotzZaP5+/7PbuyttwSzNznBPPGK7KcpSXmeTjJuDblrFO2jt12/wAzo/C/xT0Tx74nj0D+wJ1tm3JFNFLtcqi8MRj/AGR1/Ou01fXhoVwui6Ne393axKoSW5ukVCCofAQKc4JIyTzXlHwiu0ufHqZkaCM2zbtjfMAQB1/GvetQ8GeGL1oDcacJCttGC63DLk7BzgHFFScYTSex6GGeKxOB5oy1vv5W2PPnl0yd2l1G4uIzJMzyRoi45PPTFZfirTdAltYEspLpNu/zH8hWGSV6fMMcV6Y/w88HSvumtJwB0IuOp9ORXMfFf/hG/CsdtplppkhaaBnkdboZ69fu8dKXtYy0RxVcJOlByqWsec6Z4asrTxHf6/Lr9yFntUt7WOW02qiADI++eTtB/E+tanw8giuNTm0e312KQJGxUGBgPvr04rNOoaPJbsD9rA3coLleTg4P3atfC2WwuNXuns47sSmDAY7W43A8dPStm5T1ZwwUYNKP6nr3wz8DWbWL3DXVvdazNqiRafGgbEaleWYEDPJB742k19JeCtP8N+FdOGneD9MEcoG251SaMfabg9Sxc8qDz8i4A9+p84/ZG8I6JqXiPUTqU8rTadajZ8nIkk4ds9iFwgx/fPpX0FqWheHfCGnreWGkNMXkHnmY7yoJ9Ca8bGVL1OQ+9yTBqlhVUsl+Z8Yf8FMNTmGj+FdHS4YQTXV5PJEBgM6rEoY+pwzc+5r5f0jWrDVraPwp4jlCQAkWOoMpJs2J6HHJjJ6jsfmHcH60/wCCo2kTa1p/hXVtNhZvsKXf2iNY8bVYw4OPQHj8RXxbK7Ftqggjk16+XpPCx+f5n55xPzQzyp1WnzVkeh3v7Ovi/Sy/9o6xpi7YRLGIroOZkONrJxhgQcg19M/sBeJPBHwr8BeJZfE+sWtgJdRtUSS7uEiMrhJCRljg+v4V82fBP426b4Tjk8MeP/DUGr6dLC0djNPK6SWLk54ZTnyyeqnOMkjnOew+O9loq+DPD8OmS2lnvmumlsLS43xoAw2OWzksQx5PbBBIIqcTTnUi6ctn1OfBVqOX/wC20VdxWzeuun6n3T4Z/aE8C3t7Db2ev6ILd5Nshm1qHlGGGIAY44NdNN4s8AWTme18QaQ4GCgs7lJ2I9tpP86/JOa3kV/NjvUxnGN1MeC7klWOO8iAJA3GcAD3JzXnvK4X0kepT42rx+Kin/29/wAA/U3xZ8RNMn8P6ha21lfXEktlOPNY4ABjbnjPFfkzcaXqUN20f2KQtvIUeUSTn8K77whd6v4X8Q2V7oOqCa5huUdrlbjA4P3YweOf7x/ADvYs7vXJr2FkkvDdSnEZSdidxPXHr/Ku3A0fqnMk73OXMM2WeckuXlcbre+9vJGr+xl8CpPH3xSstf8AGnh3VW8PabKZ71rTS5p3mKFf3apGpJ+ZlBPbIr9XRoviH4d+GtG1vwrpmm3tqR9paLW9eFibe3eNiSFaNzuXP+rIUjpxXxL8A5fE/wAEfhhqOu6db6xqOtzolyZYrwpBEgdYzFuyQT85JyPvAema9s+GXxq+OfxI2eFjZX7WkU8Init2jlb7NJnejnys4OSSRg/SvPzFVMVVumrLzPsMgp0cuwnI01Unre2vl5fI9J/Zz+Ott8Qde1nxVqMkep6RcpG/9oaVP5jWkgLKISgJIGNuD6g19GQ6x4Tv1cXF1AqAoDI/3uQOrD1/pXg/w58J/Cz4K3OuG0ktfD8M32ZRZX90YY02hjv2ysPmJcjJ644r1r4e+I9L1KwY6ZdWtzYzv/rInDxSqBgkYJDDI614mKjBzvFNLQ+ty+dVUVGrJOWv5mZ+0d8WtI+H3hS18K6XJbz+KdevotO8N2UkgHmXcpCq5HXYoO9m9FOMkgHD0nwdYfCL4aRfDzTUS5mkuXutX1CUgzX99JhpbmT3PQL0VQFHArhvFX7Neo/Fn/gopoviPwxq8dnpXhXQrXxBqTXZZ13m5mzEg/vOYFx2GD7Cur/b++Ig+Gmh2WreB/F2laZMYhlL2xWSe/frsh5OMDrlT9RT9klGFODu5av16C+sP95WqxsoXS9Fu/VnXeHm1+Dw/wDaZtKZbZIxGLhRjO7t0weBU0WoWiWYkuZIraCLl5pHC4I9ST2r8xm/4Kh/tZPCyHxjYBUuBHGs2iQYVdox91Qe9UfD/wAT/GXx38Ly678UvFV/f3J1GRMyXs3lAbVPEYbaOvYV2LKqy1m0l5anzlDjPLsTU5KUJX80l+rPuT9oz9r/AODvgvwVqGh2Xi6z1rWry3ktrOw0qRZzFMykLK5B2rtJzyc+1fn348+NOh6J4hkg8SaHPdXbortPAURSCSenriu68JeEdHtvHWnadY2DQFruJY7iO4YOhOPnXJ4IzkV4n+2DEbX476pZJO8zLHCZHKIpZ2jDHCooVRk4AAAAr08FQo024R33PI4jzrHU8NGtQfLrbv0b6mvY/tCeAra6Sabw5qHlLIpK716Z5/iFcV8atf8AAPjDx7f+KfhpoF1pem387ztZ3L7kgdnYlY2JZigBGNxLepNchLDbxRpJLOshOf3KE/Lz3P8AhWh4U8L+JPiF4m0/wV4Y06W6vb+5WCztIFyXdjgADt7n0616CjGCuj4HGZtj8zjGlWfNrpZK9/kWvBgunl1COyjEki6ZOwYKSQAuSR+HX2rk9S1CSW5DSqOmDsHBr9A/if8AsOeEf2Kf2UdV+LzXd7feOUt7ZDdzyKLSASSIssccYHzKQxXcxOR2Ga/Pybbd3LSSRKAzEjHSjCV6de8oapaHVj8srZTGnTr6Tavbsm9Pno7n9E//AAaJOH/4JueNyDn/AIvhqX/pn0av1Pr8tP8Ag0diih/4JveNUhTaP+F3akcZz/zB9Hr9S6+ow7vQiz08I74aPoFFFFbHQFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFfnB/wX88b6X4U1j4SabeW8Yn1HT/Egt7uT/liI5tHZgOCRuyBkenPWv0fr8xf+Dh82sfjb4IXFxpkt2U03xWUhjkCgnzNE6kg8V5+apSwE0/L80d2WtrGwt5/kz5a+F198JdS8G6jrHirS4Tf7DIt7jDIAhOwBFwSWxy3B7AV4t8Q/E1vq+vtp51G4k0y3jDyW1rhYtoyQrN1LAHuDgiut8KfEPUVtZdC8LeErTTrOeVZNRguJnnExJ+U4GOFAPygNnHSqPxf+JHw+f4fyeBl8Pafa6nBf7m1C1tirzx+gAPAz2KivhKcHGrtv+B9hzLRI8n0LWNJttQuru40VL9TFttUnDBVfP3uG7DNdRZax4gu7eK00qweyt7mE27LYx4LE4OAevPucVyNj4q0LSrJ47uyR2bcY2kcg57Ac8c8kisq6+LOoWkjNHZx7wRtLFgCRxuwCMmu105TeiKe56L4Zt7vwN4kTWtd0u5ENqdxKfJlsfL8x4Xnv2rqvjV+0h4S13wVHoGkz/ZLiWUCaGdlmYxouVzM655bOSuc8cCvnDW/FPinXsTahrdxMCTiMykIuTnhRwOc1QewvmCtcgjcMjeR/Wr+qxlJSnugaa6nS+IfGNzq5j/tPxAjxbdsUFrESI/pnA49eteLftv6XaXnwXsdTsbeRVttVR5JJpjmTcrKPlx6nOc/l39PsktNMuo5Wmikcc7SNwH1BGK5b9rfWD4p+AOtpOgEVksD2qvyVInQEg4/2j+dd+FtDEQt3R5mZQlLB1Euz/DU+J7J2FynAHzDoK/Q9LSbTfCfgzxWHZobrQ7TzIiTgSxxoHB+qbT+NfnhZ/wDHwufUcV+q1v8ADaTXvgR4d1DQwGeHw7ZTy2xOfmMABK/gwOPau/OZqDp38/0PF4ZjzVaq8kfmL4+0E+FPiDrXhvP/AB4arPAPokhUfyr1LwL8RdZm+DNn4KFjZT22m6tczwPc2qSNE8qRZxuBBBCd84xxjJzy/wC1Xo50P4+6/bGMoZZYp2B/vSQozf8AjxNdF+zP8OfGfxS0TxRpvgvQLjUpND0g61fwWsZZ47OHKzTYH8KB1JPYZNdeIaqYNT9GfO1KcqeKlTW6uvu/4Y1ND+JEenpc6fefDzw3qLXFv5UUl1pe1oGLKfMTymTLYBX5sjDHjOCP0+/4IM+A/DHxQ1DU9au/A+m/bdKe4a3tY7OWS2ndoAwjljQSFVYqFZ9pwrEjnGfylmtns7/dNZyJgdGQjtX3f/wSH/aA/wCFTf2tp8ljLd29zcPd6hHb3kltN9mhhG5I3Qgs8jGOLblciQnI214ONi3QfKehkdRrHJSe90X/ANsX4f2HgH4varo8nw/k8MNb6nJ9p0SHUZLyODHO1JJFR8c7gCOAwHavmHxz4v8A+Ei1dfDPhazls4bZ2aSa1l8t5XBxyAemefY198fHj4x+E/jr8GPE3xA+JXwDl8PT2WoCHwrrcOiy2pa1VyDA3kJ9mmMUflDzHbfz95sAV8RatB4Y8c2Ulx4U1dBFbTbZ1W1KsWPJbkAYHQ89+9cuFqVJR5ZrbTyPazKMozvTa97ps9DkbDR/EXgW4m+IvjC+upNP0tFfT7d7hXa4ldQOg6KCT1FdR8LvEeg/Eq6ml1S1utM+zyRgXFrKCqFs8bSAOw4rzXxZqzP4rvJJVDZudhVeBgAKMc8dK7z9mdLfUZZIbyciNtQjPlA/K23B59etdc7xp83U8/K60p4pUo7a3vrd/wBWOg1Pxdf6hHNbOl0ySRkZu7pJHAbqQAuF9cDpWaYtAnPlXd3ctlQApjXAP/6q72XwN4TnmaZ9MKknO5Ltuh/GmQfDvweZRIbScOTwpn4we/Ss1Wp2NquCxlSd6jTZ5T4hsNFbWmurWe7jjBVoVa1VySEXGfnGRnHpWBpHhex0HwlJplx4lleZ53nnkuLUjcx6H7x7AD65rsPidqugWuu3Wk2emSxx282xTHdDsBxyp9K5HV9Q0Y2G8G8bCjaBcKdoyePu1pCc3Gy2Z5VSFONVtbq/f5nV+C7KXXtAlkt9ahZllZQ0kTDoq+x9a9r+FHw78MzT6XYm4M0R09ZvEFxaFgX5JESZHybiVUnGcAkdMHxf4T2sGoaItvYtdRK1y5ldlU4GBk54xwDX2L+yz4J8L6r8N49VlMzPfXLiVYxtIRMrGnrgKS31kI7Vz4up7Kme5kmFWKxKbS0NywuNOt9KGn6DpEGnafs4tbaIIG/3+7n3Ykmvgf8Abp1W4vf2j9XSa6Zlsra1htweBGggRsD0G5mP41+kepwaN4bvotIsdIAhaP8AdzFPMO4Hnk8ivzl/b80W5t/2jNd8QQxM9retBscLwGFvGCvt0z9DXNljTxD9P8jr4zg1lcEuklf7mee6BpjfGDUYtFiube219vliluH2JqAA4BPQS9gT9/8A3vvXbv4Ia3ocYu9Y1K0kVJdksFrNudcDJyOMdcVwYnmjkE8DspVvlIOMY717d8L/AIyeH/Gegr4J8Y+CbC710SFodUmupIvtahcgSBThpBjrjLAnOT19mpzx1jsfneHhQry5Z6S6Pv8A8H8z60/Z++K/w18AfAbwnoGr+INPtrtdNZhZSX0UbYM0mDh2HXHX2r1Dwj8aPA/ihpNMvPEOgLA8QaMSa5ETvB+UZ346E8Z7V+dH7RFrpw+Jl8NO1eOaCKGFYtjgog8pSUTBI2gkgY4rz8W80Um37bGQefv15EsuhUbk3ZvU99cWV8HL2CpJqHu77207H6z3Xjbwbp8LCx1q0ldgQP7NKyHr/eH+NeD/ALfniq38T/s06xpOl6XeA/a7QmWUk5ImHGMeme9fCVlY3d5d+W+rQ26AEmRph09AAck+1dP4e1jxBpOn6jp2j3Uotbm2SOXbc/vJf3qNub0GR0Xpnv1p0sAqVWMua7TRrU4ueOoyw8qXLzpq/Nfp2sebnTdSZGjWxlY4BYLCSR+nHWvsn/gmN+zxajxKPGXj/QdXgvNRkWz0Ax6XMyRM4BMryqu2IbWXBYjhs9q8M8MaZ4j8R6qND0i7uoZJnBmlNw21VyOSeyj9a+tvDnxC8X/Bvwj4e8JeCtJ1qZA0lteXd5eiMSyoFfzQpDAgl8HHUBR2rsx9Wc6Ps46Nhw/hKaxaxFVXjHy6+n9WPp34t+PvE3wE03U9Y1BdCg01baCE6zdeIlM8U5coB5Hl8r82d2/8K6D9mPx/Z3/hDTz4ltpFleeUWGoWs3mQXkW5iJC/IBwQCD3+teQ/DnWPH/7RttFbfFjw5e6noU9szXFsI98D3CSZV8xxhievGccV6h8PtS+G3w68FaX4XPivTrfaZWW3vr9fMXMjP5aqzZABONo6dK+Zq0Y06Li1eWmx+jYevOeJVRStTs99Huvw7HtunXfhzUjA1rPbrOykxIi7d4HXGOvGRXknx28Q6J8a/iHafs3+EdW2tJZG+8Z3FrOBJBpisF8gMOUeZiE9VXe3B259M8P3Wn6voqadrESNbm3Me3PK7gQcEHK8E9DXiH7AH7OGo+Hfi78Rvj/4i16JdFvPEd/oWn20oLzzLDd7fNyeAoECp7nJ+vLQjFKdRvWO3q/6uehiKlRzhSS0lu/Jf57HceKbqJbnTdC0PR7W2ttOgjhsLW0RRHBCgASNQOgAGK3LubV7bT4RrGltAJW8xFJwGAwAcY+vSvmT/goL+0t45+Bfiy/vPhf410iF4nBg0iLS45Lm2UuAJJS24c9uB16cZr5S8Rf8FM/2sdb0VrKfx3axG4tFLzQ6XHHKCSM7XQAr1rro5dXr01NNWfqeDmfFOXZVifYVYy5kr6JW/M/UHWPFGh+HrFta17WrLTIUXh7u4WJNvuWIFfLn7ZP7Wnw88U6RF8NvhjrsWragbgTXep20SyW8UQDDyQx+8SxU/KCBjrXzcqJ8RItO13xbqF7fXlzZRTSm8vppS7FASMsxwM+ldH8GvDNlNqepRWgksQunN5kkDhiyFgpUiTcMYbIOMghWGCAa7KODpUJKUm20RUzp4yny0o2v/XyPGNT+PPgi2uZrWbwvelllcO6yryQ3UVY8O/tD/COKW5tPF/gq+vbO60+4t5IDLt5kjZFYFXHKkhhnjKjIIyK8W1uQ3OuXjIPl+0yYyeANx6mq8y21vMVSVbhv+egB2/gDyfxr3FTitT8unxJm7TjKaaenwr/It61Hp41OdtIE8dl5rGz+2ACQx5+Xdt4zjrjirxlvYvh/Jd28C+WupqkshU4JMbEAn88fSuv/AGWP2bPGX7VfxZtfAehmaO3GJdW1EJuW0txwW56seir3JHbJHt//AAUW+BXgT9j34feG/hZ8M4bxo9fjnfX7jVZVkluZojEUYAABCuSAAOAx61m69NV1S+0zHBZViauBq46StTirX7ttWSXruz4wmvN8zmQYycjA6V/YZ/wTIOf+CbX7PZz1+B/hP/0z2tfx8RW8UzZni69ga/sJ/wCCZwVf+Cb/AOz8qjAHwR8KYHp/xJ7WvfwDXO0bZZJOpJeR7dRRRXpnshX4Jf8ABYfxjfaX/wAFMPizptpDHmHVNEkDEfNn/hH9LOBjB/nX721/Oz/wW31S+sf+CrHxiS1mZP8ATdCOd2AP+Kd0uvMzWCnhkvNfqerk7Sxb9H+aPFtY+MGo3OmNoASTDykmOAsOvYnOWGTnBzXM3V3qupwGa1eKGNXVWk3BSNwyDjrjryB2qgdcGpMTNZpvKAGSLhifWqksOESduFcnY6Hg49+1fPxpRjsfT83Y17SbQ9CuxK9y99IVPmERlVyc9CTkmqV3qMl3OZ5IE3Pli7qCzEnPJ7mobWwExEryhgB8qlsfj9KEhQMZLoAkNwA+fyqrJMa1YKJnl/dqQ2MkLwKs2Wl3187bTgLzL9KsR+KDZaW1lFZ2yrI6sSbdWZSucEMeR17YqFNUvr1XTzV2yDMrLhcgUalPm6FnT7aztIt9wqmRDkIDkHB6HFeJ/wDBRXxDpetaX4Qjt4LZLmI3ZlMECxllxEBkKBjGOM8nnmvX7djK3kiTkHAKnrXzn+3TN5fivw/pQnZzFpLyOD/CXlYdvZRXXgI3xkX6/kePnloZfN97L8UcD+zlKIPjb4YZmODrVurc44LgHpX6QfDL4h6r458LSeAdUnZtQhhP9nyq33lHQN7jPX0+lfml8FJ/s/xW8OzhiNutW3I/66LX29oRnsoNQ1B/EP8AZAttHurlr+NsGIRQO5OQevH61tm0FOovQ87h6fJRqS7P9D4P8T2MuleLNT02f/WW+oTRvznlXIP8q+2P+CTHjbU4tN8UeCzPJLZpPb3klmBlWLK8WQD3DFD9Aa+G5rmW9vpb2eQu0srO7nqSTkmvpb/gmd4pl0T46S6PFLKG1LSpEiigGXldSrBF9yAQDXXmlN1MvlHqkjwstmo5jHzuvvWh2f7U+rXkf7SPiRWlaCP7VBiKPMYX/R4z90dM9fxr2L9nGPxt4p0ESeEPHttpgTRE+0fbomlLkSMMx5yEb5VUsecHivCf2iJLPxB8dte1S71qGOJ7yESGa5KyDbEiMCH5BypHNe3fsq+CtA8Qrbadp3xWXQ7LV9L+wCSLUnUSk3W5kcoMOeAdpPGAT0NfPSTjQjfoke7gpSji5W7vrbr3PWP+CjfhT41+HfAnhj4dftJ3vie/0vw3pIm0ObWIw0N1LMI8pbzBsiFVKYUZC4Prz8ozeNIZr7TvDnhO5mj0caeEvdMkOY3kAYsBlenIH4Z78fen7ZVp8VfBN7b/ALKHxS+MEnj7w94OQnQrK4t1lYQuqtG7y7TlSkilUWRgBjO0jaPjjxn4Kt9I8ParrOieFYYrqytixeGHBhBkVCT7/MB+NcmGqpQUX/wNfI6sfTft1UWmmvX8ThNV0TRZhG0ekWaGdip/0WPHBHqK2Y/EeqfDzwpLeaDBGkvlw28ciwIRGDkntzwAOciub0y81bUZLG3u45SSjs7SRYC8jvj2rcudIbUdBlsJ5ymLiF/k6cRng5x611SunqeRWlVhCbpNpvbpuXbX4ieKS8j/AGuN5FYED7JH399tetaV4euNe8OqLnw/FK09krXAVTkqy5JwOgIz0ryrSPDvhQw3NjP/AGg15c+X9juYJkWOE5O7ehB3ggjoVxivWLa8bQfCyXEmoxSRxrHbpCYgJBkH5uvA68Z71nJrSx0ZfOraUqrbVurueOeIfD/hO2s1ll8KWZIuApbdKMjBIHD1zi+GvDt9fRQad4RilkZsIizTZPPP8delr8NrnxNpa3lz4qs7C3E5YT3SPjgHC4UE5J4H1r2j9n79j4X0cHiDxxbz2dn8rJasuy5vRnI8z/njEf7g+c98d1Kv7KN2xYXLMRjqyjCNl30Pm34geOIPCdhYaFpFhDBLbRDzkEpdPOIwzAkAkAcAdOTz8tXof24Pjy2mReHR4ljiso4Ehxa26xyFFAA+cfMDgdR61B+3D4FvPBXx/wBWsY4/9FuY457JFXCpFtChFA4AG3gdhXjkjvCRGyFWI55rojTp14KUle587mOPzHBZlVpwm4KL5bJ20W337/M+rLT4tQaF4MtPjEPiZcXOnxuEvtKvV865mugAfs22QsApXLeYCMemcV5N8af2i/ht8b9Cj0rxh8Iktri3J+y6lpl6Eliz1HKYYH0OfbFeb6zqF2vh21hDssLXMpUFuCQqDp9D+tYbgleRx9a1pYaEbP7iMXn+MqU1SjZRaV1a9331vb5eoweHPBpuQV1bUkizz/osbMB/32K9t/ZstP2c7X4hWEUmlaheTOqR28Go7Y1eYsRuba5EnDcJgD1zXiSrxnofSp9NnlsNQhvbaRlkicSIwOCGXkGumcXONrnBgsc8NiIzcE9eqPTP2vPAPwE+H/xj1bQfBHxRSUCUyXNpZ2LS29nMSS8AlUjO09gDjoTkVxvhc/BCXwbqtl4o8Xn+15poP7HuYLaYLCgLiUSAxnIOUIxz8vUV5ldahc3MjPc3LMXcsxY9TnrURkU/dHHrWkMOowSbuzpqyw88RKpGkknfTW2vzOyt9G8O/ajHD8RNKOXIUyJcqMevMVfcP7DHwV+GXjD9n+0m13TPD3iidfFNxLexzrKqNB5SIkYm8vcpDAucDpgZr86mcZ3An2r6d+EH7Q/i/wCB37LNpofhtfJm1u9upRdEchCTH8vcHKH5h0wR1II5cZRl7NOm9bnfkry/CYmVavH3VF369jpvj9rtr4H8S6t4E8G2Ph+wtYb6b7JcRa+FEAEhJQQEA4wAAx6/hWv4G+K3jPx8kXh228VeEpJtO0uztrG0j0izmnv8Ku9WkaRT8h8wliC33AMj7vyxfX11ql5Jf39w8sszlnkc5LGvs/8A4JbfszaXNc/8NMfEXwW2r2WnXip4f0md1SK7YHEsjlgQVH3Rkcnd6Vx1nTpUuaf/AA5vleZ4zNcyVClG0X/5LFei+Xm9D6a1348XWs/s++IfCs91/YISxSGW5giDGDGGWQyjIiJ7ZI6VzP7MP7Q/wY8MeDo/FXxj+MWjv4/1kq2v6jrGor58hwNiAjjYqbRkHBIrt/23/il4Ii/Y5+IVl4a/Z6svD5utOjmmuba8g2SSI6qhdI8GTAJUZBwCR0NfjG8zySMcls55rChhKeMwzim0r9LH0eb5zWybGwfIpy5dL3Vlf89PzP2C/bF/az8P+K/gJqng/wCDOoR6u2rWjW95qenlZIIo2IVkDg8swYgfU96+g/FXxD+Dfj/4MW3hzxD4ogkgvtNSO7hmu2tX2bcCNmVldTwcqTyD6V+E3wm+KHirwPeTaHp+tzxaVqzRpqdmHJjlCuGViv8AeUgEHr1Hev0a8Z+N/EEfguaVb1jAlvcTKkyK5cRDO7kHd1yOOM1zV8rVJRhF9W7/AHHVl3FCxsZ1px1sk100vt6nhH7fPwl8F6T408P6N8CfB+60hspDeppJkniMvnDktlhnC+teD22gfELwf4psfEmm+A7+eeyv47mCO50yV45CuwhWGPmUkYI7ivqj9kb4jan8UPHGt6H400y3FpBpEk1ibrTl/wBYrdyRjJz09qpeBPjYvwe0e+k8W3nm3UhhSBLhy0m0bmDKqMdvY9ug9K7oyqUF7Frma/G583i8uw+ZYtYxTcFUbe2keW3ma/7HHxZufj5451jwx8V/g94Y0eKy0k3KtZaI1o0j+YiBW3Zz97OPaqP7bfjzwLpPw78U/BfwR4DAezhtJr/VoNiwRytIjCIBWyWKkHJX+EjNeL/tA/FHWPiT4gXxR8NfEuqQ/ZLTytT8i5e3UkOSJFQPkjDYPpgfhvfsEXniLxt8b5fC/jbxFe6vYvYSPPa6hdPKshVTt6njGRSVCnSk60ui2N6WKnVj/ZaleU21ztbprsfMLW9y7b5gevAxgAV6D+zN8AtQ/aB+Lui/Dxbo6fZX91i81J0O2OJAWfbxgvtBAHrjtX6V+N/2V/A3j/SILTwujaHcxkF5rUBlmAH3SGBx2GRXF/Cm28GfCL9ojwho3xk1HUbPQbW5ddZgtJmUsu5QRIEU5QAsx2AHGdvODUxx9OvFqLtLz/MwfBU8FiYSxE+aF1srX1Wl76H0j4S8LeAvhJ4G074a+AG+x6XptoLe3gXA3KOrMR1JOSSepOa/Jb/godm4/a88Xz7fla5h2HHbyI8fpX2d8W9Xvm/aP8cT/CH4karf+Dk1KMeHbo3M8cfleWpYLG+GUByV+YAnaDjmu4+En7LXwW+LcFn4l+MngSy1jUdSZ2mur63G+QD5ELPjceF7n8a87D1IZdWlUm+a/b7z63NsDV4hwMMNQSp8rur7WSa6fgfn9/wTOUt/wUe/Z+bAGPjZ4U6D/qL2tf1/V+M/7MH7C/7KvhX9p/4e+LdA+DOmWmpaV470e7sbm33DyZo7yJ0cc9Qyg1+zFfY5FjaeNozlBPR9T5OpkWJyN+zrSUubXS/6hRRRXumQUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAfy4aH8RdRTw1p8yWsRRdKhjdV3DK7F5O0j2qr4n+Kt/4pMUEwlkEUYX7p8vJ4ztHGSSOa4Lwp4i1Gx0XTSk2UWziDLI3DfIOKvz38N5btILVYsNn5Dhfxr4z2EVK9j7uMlyqxfuY9S1Fo5LzUYrS3mj37g+cjOCCF5zkdDRDq2k6Vaz2OmrLK0nCTsuw9wRjJ4INZE0BgnMUmUbjKjof8alSwaOBphIrueclwMe31qnFdRt8w57hpHYi2iUk/dVAOKbEtwys0IOOh5wMUsAgtSszwrI/UqzZ5960L7xbM0cNrFHbR+RGUR0tlBIJzgnGW/HOKNti0nYrxaNeS2hunP7vooJwM+vNa2i3lhol3DfIsbMp+cSRCRV98EEZ+vFZE13dXVt+8cLHGf3YzgZ+nelt42vhiOYrkc4Ycc9eaW5Li5LVn6KfsLyTXX7P9pqSiFbW61W8ewighCLHGJSjDI4bMiyNkAAbsY+Wuy/aM1jU9B/Zt8e6po9sZbmLw3N5YDKNmSoMnzcfKCX9fl45xWH+x7oZ8Pfs2eFbAqoElnLdJtYnKzzyTKTnuRICR2JIrtfiX4X1vxx8IPGPgzw0ivqOq+F721sY3KASSvEVRCX+UAkgZPTOciv4nzXGUP+Ii1cTJrkWKbu9Fyqru2raNK7fq7mtGEp5dZXTlFvzTkm7fJvRfI+Pf2ZviNe+L/id4S8X2mnzXN3baibXUreEZws0LwtKAP4V8zzD6BG9K+2ozg18R/8E+/hX8Q/Dnx71iHVI2sz4Tlns/ENq0YdBIyyxqgcZXdvBIIPzKr4JGa+3EHGa+r8a8Rhq3FFGFJp8tKN2nfeUpJdtnzK26kvIWBnKpzy6XSXnom3872+R8lfE621Lw38QvGXhy9Y6hHHqdzcWbPBvEQuAbtkw2Sf+PpV9AUJx6fmv4N8RXlnrNrc3OpTApMjAiZv7w96/S39se4h8HfFzWNRtmu1S88L2t/evCH2owaaAuxXPyhYYwQOBuBI6mvzI8N6ZoK6jE/iDXLVYx8uxL1QSc9ye1f0NwXiZY/hrDYiV7yp07vu1FKT07u58pmEXCtGKto2t76J2V33018z72/Za+Hnxy+IniTQ9M+GPxMNrLP4hl/s6009Sl+pTL7UmJGCAmVCnjd615d+3Xeavqv7Q1x42/aJsNck8SPfpDcQ67beTdQ28Kosckm0nzHK4OSMkjOec169+w38AtU+L3jO18F+Ff2h5vD2rWmo32r6NBaaoyYuFg3xGIFkRS5jVd2cnII+7WP+1N4v8Y/HnxNqPiv4xa1F401uHbbjWG08RxxogHA/doxODgswBOOlevKfJiL+Xz+89OrF18G01tbrf8D5XPiu78V3upR6ncNf6dFcFtNgvAH8hCzY6rycVSfw3pLaylvBptqnlSK6/wCjRgg8HIOM1v8AxY0O58J6NZXvhzRBbRXd5Iks1vFgOUC/L+AcfnWFpJv9S1WeWSJxtljAaaLbk4X29BXWpc0eZbHi1Fol1X6m7qfj/wAReGxYeHNJ8uGK5Es07/ZkO/lgowQQBhfTNaPg7xp4l1TWbDT90c63MypIptUXdzjHAFYV1ocGpyadd3V06iOz2EAZHLPyMketdJ4P0Hw015pq6SdQhu7OV2u5ZZUeKf5vl2pgFMZx1I4qbxtqcsKmNniXeTtfv00O1+IHhK3vPCEl3e+HIHghkUqxDbQ+cdQQc9RXkHiXQvB8F0sb+E7QB7cHh5gcljk8P7V7H8Qr+SPQhpEupQSyXcYlEsUY+XEnQ8jmuX/4UpqeuajbMNbjmuplRLfSbSFnubnJJOwY2gDuWIAznsaiM5RW53YynLEVrU43ei/E888H+F9Fn8Rx3dr4TgMcMge5lN1KoRQefmJIBxnt17Vc1z45ax4V8eJrfg8RQSWc6NbGZN2wJ9xcce5OefmI7V9g/Cv9kTTfDXhu41PxIV/tSSzk+xWNuQYbKQjhy3/LWbP8X3V7ZwGr8/PF2hapoXiO+0S9jZprO8khkZupKsRn9KuhVhiG4t3scGeYbHZRhKXLo5tttbq1rL9fkew2X7aPxb8X6pa2Pj3xfcxaaJgJjpKCFkU9WwpG/HXBNdr40+OyfAuNJ73xNB4rj1a3SXStPZdwW3JBFxJI4LozfMNnPIz2FfK8dxtuNoUgKemaf4uvbyfUlhu3bK20IVWOcL5akD9c/jW8cLS59FZHkUuIMfToycpOU9LSbbt+j+Z1Hxx+Inwp+M+s/wDCSyfDyfQtUcDz7jTLpTHOR3aMqBn3BGe+a4fQfDvw8TUkfXtT1drUHLx29rGGb8S/H5VBMrY5HPbmm7BjAPX9K7IRUI8q2PIq42tXqupUSbfklf7rH1H+yr4P/Zi8baTr3hC+hW3jubG5e81TVZhEtjbKCwdVLMEK5yH5JI7Zr5u8Zab8KtK1+7svCvxOkvraC5dILmfSZI1lUHhxgk4I9QPpWXfX93pmh332O4ePzoVhkKtjKlwSD6jiuSkumkb99ITtHQmilQvNybPSq4ujjcLTjKkk431V1/X4nqPiCH4I6h4L0mDQvGi2+uQW8v8Aa00ttP5E7+axTaBFkHYVBPT5enesLTdE0ORttv8AETRgRjmX7Qv84q4jeOuCBRGzeaqpnLMAMVp7GNtzmnSw9Rq8EvS5+pqfAT4OS/Bu21+bwf4c1NYPAlqItWnV4HhuUt/3kygJ+93tjbuIxjsTXy1qPxU1az8faVd2l5oGlx6XqcTSv/b6XSyqrKQxUjCgBfue+O1P/aH/AGlvHCeDbD4HWUzWVnZadbw3ITh5DGm0gkYOMjofTPcY8CSNp5BEFYsxwoxySa8ulSmo2nr2PdzfPaGGrKjhI6pLmfn2XXT1Pt39nv4p+MvEXi3S/iFPeeGdUeK6nm1LStI0izh+yEghT5kcpb523HCqAF29CSq+3ftY/tBeMtZ+HfhTW/Bfj+bw3qEN/i2ltVWHdHMRHOokOBMFjZzgE8r61F/wT0/Z+8J/sw/De28XfET4PReJvEPiWyEl/b6hPEi2K7g0aIJAfmCkbsdyR2rzz/gtV8QfD+r/AAe8B6H4c+FcPhi3tr+5ht7eK5idEj2q+I1j4j+Yk9B94+prkpzo1sYuVfPT8j6dvFYTI5V6+jau1rpe1lf7vQ9++E/7S37Ivw80Gw8L+Fvir4Zs4LeEPNBJqKiV3I5Mm7q5PXNZXjX9qC18Z/tX/DNdGNxD4X0fV7m5l1H7PlZ5TZyxpKAOfLXzcE443EnivxzaRypJB4PWvoL9iH4u+LT8S9D8Eavr11NY6cl5JpMDTcwM0Dl0Qn7obaOOmfrTnk8KV6ik27PfzW5x4PjKpiqkcPUpqEbq1vJp29PQ/WX9qdP2dvjLo0Wk+MtS03U7ezfzYrafVGhRmH3mKo4EnQ4JB68da/KX9oH4cXj/AB68SHwJ4QvjoiX7pYNbW8jRrFhFUISDkZBxX0l+0p8TfFXh3wtJqzSmeWGaOGOMWysylkL4xglR9MVk+CNf1f4h/sqar4qv7WKHX4NbjhheKyWOXy/MQjaTjtlc56VGFozwdLnvdPS19jTO61HPF7C3K4Jyulq7K1j5i+FviX4o/BLxXL4l0b4UJqbyaf8AZ57XXNCluIcEodxXAwwKjn3Nfan7Keo+FPjr8HZPG3xD+Hvh7S76PVprcW9rY+RGqIqHfsbPJ3HP0rzyD9qHQPAfg+08L6nfIbnypWu5VV5nUlySrFX2nOAOvb2r5t+JHizx1feJb7xR4O8Za1a6Nf3sstmV1N1KZO4oVVvlIzxnt+NdFSk8UtVy+Z5GF9nkSjUU3Ui1rHazfU7j9u74o6F8ULHw5deDPBU2ladYzXkFlLPtJuowUxKArMFHbHB+XpXzh9mlHMykk9civvP/AIJxaNa/En4fald/EXdrX2PUlS1a/kZ2iBDMcH34/KvZPiX+yRo+q3beMfBUlxbRW0YZ9FRVZWwfmZSwJ4Xtn6UpY6hh6vsbWS6mlfhfF51T/tCNT40na2q6d12Pk3/gmZ+yP4f+NnxTk8bfE8eXofhnyrhdNkjO6/nJJjBBGDGCpJ9eB0Jr9JPiNrFi3hTUrWzviypZS+VCOgOwgYArxf8AZI8S/AbSvEXxC8OfHfx3qWlvLozJ4fuo2nlgtrlY1KuEjUt5hO7GTs655xXkfw71T4tyeGLX+2fFeqyT3BYSJcX7yl9zHC9eRggfSvPxtN1qiqOenRH03D9KhlOC+rU4Nylfml3ey7/Jep+e+oxlNSmZkGRMx5HB5r9RP+DSFCP+CjvjZsYz8EtSwB/2GNHr0Twb+wr+yvrlhOfEHwg0e6vIkTc0tsseTwG4UDPOa+uv+COn7LHwE+CP7S2ueL/hZ8NrPRtQufAl1aTXNvuy0LXtk5TkngtGh/AV6+X5vQrY2FJJ3bPmqnBePwCeKlUi4x1trf8AI/SWiiivtTmCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigD5T/AOC2+otpH/BM34haiihjFqHhwgNjB/4qDTh3r8KH+Kep6TKLxoo1XzzIpVWIUnggDODkccjvX7h/8F6ZGi/4JT/E2RCQRe+G8Edf+Ri0yv597fxNeoskF0qTRuP9XIc49xXz+b0lOvFvt+rPpclaWHlfv+iOj13x7feJL+TUJIpGeR+HuCSBzjgnhQMjvWVcWDvNKfEOriIRMQLeIeYWI9MHb+OapTML6RBDBhnH+rzwcDnaKqxw+Y3lRzFSeOf4fwrzowUVoexzO5r3eu2j2EWnWFmdseS/mciTrgkeoyaz2lLpzEgGOSqgYNEtkYIkSMghvvHzBk1PY3Ntp84KW0bHOdzjcBj270WS2CHkQrFdMiqQdpORuPerg0W4t2ikviPm5+ZgMAjilv8AxVc6neSSbLdDK+544oFQE+uFHH4VBdXVzI63d1IC7joW7dsDtRqympHR6Br+i6AbiO5t7aW3kiJc3MKsDgHjcynaB6jB96/OLU2jk1S4kgPyGdyhxjjccV93+J5fsXhHV9YNy6rbaVdSAg55ETED1PNfBIOXye9evlMbOb9P1PkuI7RlTj6/ofZ/7BXxC1fwH8NLPVNNcFBrV1Hdws5xJHshO30B5OD60f8ABU23bWfDfhDxzYyu1hdXVwsfmHneyIx4+igfhXKfsfmW5+FU1smCE1mfO7oMxw1mft+388UPgvRW8TPcrLps94dNLHFrmVkBxnALbG/IVhCmnmia7v8AI1qzUeHlfql+Z4h4B1u68OeKdP16ynaKWyvYpo5EOCpVgQRj6V+nP7WfiXUNY/Zc1DWJkZrmd7KaS+MQ3MHuI3Uhu3yuqn1Ir8tNOba4PcEV9/8AjHxu/ij9hXRXkv5dt7ZWcQmmZkhMkUkZdM/d3AITzyQRjOKWdU3OpSmu/wDkeTlU/wBzWh5J/mv8jzT4Ja/cr4iktzqk6yy2c4RlmbIcLuU9eoIB/Cv0D/Zp8J/tbaFBrXxO+Fvj/VdVl0LwzG0th4NttryLKNiedGxzNGSNz7gc/hz+eHwb0Lw/eeJhYT+ILUX08U624F2pC5iYdMZLHsK/Rr9lzwb8TvAfwu1r9qn4MftYTafqvhTT9P0y9tZLx7lfsssZiIkRgxdUYIoQRsAXUHbt3DxcbpD17o9/KZSULWv87Hwx4rn8G+CfHOtXO26Gsy2cjfb9pjdbuQbiu0bgACecdduO+ayLW6k8Xafb3fiqKK/u5dwe7uIlZmAY4HI6V7b8XNC03xfqX/CUaz4eivL2+kee+1W4tFVriR/mzhQAOc4A6V4t48h1fwt46TRLTTJbS0is45I4Yosgh4w4bGO+7NVTqKorLc5qtJUqkl0en3/1uVPDujWSXr6jaWVsjiEoNltHntweOe1bOqfFLxU+t3mkxTJBbWDpFBEbZGwBwTlgc5xWP4dhu5NOhupECFlU4dSD95AD0+tX7nwzp82r6hd3d3N++uGkCgDcOTx196rZ6nmVqmJjGMabaV9dfI7f4Y67rXiTVriyv7aGeCGDzBugVcfMBn5QPWrXxZ8HabHeWV3rPhaBmljKjzA43ICOm1hkZJo+Hml6LHr1zqvhWe7s7aeMRxw6jIkxj4G7LgLkH0xn3NXPHqz+I/EEGh2t7D5ttM8RdI/kk6cjB6celQ3aV0z0IuTwPLU1k3pfXqeP6xo3hEXU8I8LWwZZnAKyzDjOP7+Ola3w5stG8KQ3XihvCsUUEcLC2l+0SZMvG3AbcGA5z0x1zxXoXgr9m/WvFXikadpV7Bq80js91DCHSGxBY83EhGAO4VclvwIr1b9oX9mLTPBX7L+tjQLuW51WFY57y9MYTfGjAmKNR9yIYGF5JIBJOOE8TySUW9ww+V4t0KmJ5PgTaWmrSPl3wn+098RPhtq93f8Age9toXnjMTtNbhy4L7y2CcAk5PtnFdz8Ov2j/Gvxe8VjRfiL8RLyzubtRHp80UjR2zTfwxuqEbQx43AGvniWKdGMjwEjbkmrXhm6n/tm3a3DGQzpswfeumeHpSV7a9z5HC5xmFKrFSqNxv8ADd2d/I+ivFf7Wlt8Lrt/AGs6XaeL7m1d01G8mjRI0YgBoFIU+aFOQWI5+gr5u8fj4T+Kdcn1nwz4e1DQhOxZ7GKdZ4UJPRM7SB7Ems27upry5eWWQu5Ylix5JPJNVpFJbkfWumlRjSd1v1/4bYyxuc4vHPlnblWystPnv666mv4R0H4SwGY+Kb3V5maMrAsdnHsQkHlh5gLc46EV9Iax4E/Zd8W/sm3fiKbXYvDo0a5Q2eozOZ7q8unUkwhOS2eSUBAXAOcZNfLBQHgnpzmqXizVL6LSrPTUunEImlm8sMcbiFGceuB1q50pVZL3rGmAzCFKM6U6UZKSaNER+Akv1W18eAwlvma606VDt9CFDj9TW18TrP4L6n4lub/4ZeNY7TTJJv3FpqME5eNcDusWMZ4x146mvMWnDku7bmJ9aaX4xW/sYmKhQ5XHkWvrp6anuv7LPhXwhq3x88H2+s+OdGnsG1+3a7ttszPNGrhmQK0QBLAYAJHWvsD9or4V/Dv4Y+BB4y0TwH4YttWTWZGh1BL5rN7lGDlUIZAsIUYBYEkkfjXwL+zFeT2Hx28O6pbxNJ9hvDdsqjOREjSH9Fr0H9pX9ovxp8cPEpttau2S0sHeO3tIj8q/N3xwTwAT3xn0A87EUZxrrleltT2sHjMBleUzk4Xm5e762Wut9jqfCvxx8TeGfEGra7pmpeGYFvNM+zRabd3kN8gVpIw6/vSAzbQzBsjBxgg19SfsrfFLXvA2sXfiO8utG1myvlto4NY0zT7e2iU4w5CxyMXCscDdgkDoCcV8BfC/4c+Ifi14+0v4f+E7Rpr/AFS7WGIAcID95z6Kq5JPoK/X34D+Dfgx+zn8N7T4SQ/s52fiRLGRZH1XULi386eQ7WLESLkfMMjnjt0rixkqMEoNas9bhjEY/M5yqvSMeuurfS1ui+7Q8a+Ofxas9f8A2nre2+IvxNez8G6jZxSeKtEuGFtDK8G37N5kRAZVLMxLY5Cc17b4R/bE/ZotIza6D8UvD9ysaeXaWOm3au52jhUQdfwr85f+CwfjWLxf+2JqV/b+H/7M36ZaySW5uBK+9oxnc6kg9M/ifWvlhLm4gmS4gd45FIZHU4IIPUGqnllPGUoScmlbRF1eKq2VY2rShSUve1bvfTt5fqftJ+yJ+0PB4p/aj+Ifiz4gSyaTZXmk6bb6Zb3UQAEERuJDGx6ByZN209dxxnFRftf+E/2b/H02qfEDV4tP1TWIdLnjtZm1SR5InEbFPLiEhCHI6AYz9a+O/wBgL4w+NPHC65qOua7c3erb7KGW5kYMzqscqq75+8QqgZ/HrV79pD40eNfDGu2f9kKLm4vLfzzILNXGCWGSdvJ47k1yLL5vFWi7WS/JHsf6wUZZdzuPMpXevm3+R81J8N/HaWcjv4M1U/vVZSLKQlgNoPbpXWfCX41/FP4I+G7nw5D8FdJ1KynvmnNxr/huSZ4yVUFVfjA4HHua+lPjXM8XhbwP4p0Mpai80Zp9XFrGlvhmEeS5yp4OcD3rnPix+1h4L1rRdR8IPeyRxvBJbRPp0UmS7IVV1YsAMED8uvFdyquurcl0fJRySnhas3Gu4uNrO291fue16zc/CLwd8GLD4z+IPBWnm6XRbW7ltLGFBIbiVU2xoGxtw7gcngD2r4B/a48Q3HjL46av4jg8PPpS3qW8hsGO5oMwp+7JyeR04P51na74h+LeiO0F/wCO9YiUBSqLq0jI6nkEENgjp/kV+iP7M/w48GeM/g3oGv8AjTQItSv77TA1xeSs3mSEk4JI7gY59qy/d5fT537zbPR9lU4rX1Wm/Z8lm7q93qvLuflrBYTzSrbxW7ySOcIiqSSfoK/Rv/glD+yn4R8FeDz+0f43nWXXtSEkGj2pTP8AZ8AJV2OekjEEey8dzW941/Zhb4a3U3jfStXuLqylLlVmVR9l4+VCVAJBGRn8+1X7zxh8KNQ/4J8DT/CPxG1u2+Klvr0AjhNxP5l1bPIgdUkCiNEQeYfmJclccgior1o4yg40527/AOReUcPxyPMfb4hOcopuKts9LPd38uxZ/wCCo+px6l+yTr6wXjTs1xaAljnCidOPzxX5Rqm0kbB8w6EV+m/gjw1rfxH1u08D+Pr641PSbk772yvWadGVBvBZXyOoH9K9gsf2Bv2QdR8PW99P8EtGmkkyJm8sq2cjoFIx1rmwuPo5fS9nK7u76Hp55w5jOIsUsTSkopJKzv0bfReZ9Hf8GkSlf+CcPjUH/otupf8Apn0ev1Ir5Q/4I8fBn4a/A39mfXfCXws8KQ6Pp9x47urua2gzhpmsrJC/JPJWNB/wGvq+vvsvqxr4KFSOzR87PB1Mvk8NNpuOjtsFFFFdhIUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAV+Wf8AwckeIp9A8RfBIQRRsZ9N8Vr+8GQPn0X8e/Yiv1Mr8jP+DpC8ns/EPwDkgdgfsXi7of8Ab0SuPMI8+DkvT80d2Wu2Nh8/yZ+dknxi1XREkgIZHe38sNHu3kDgEEn5SMnkY61y1xrWp6xI62kAWRlZyZmAbgburdTg5rIi8STzxJb30EcxRjh2yWA9KiuIhN5siodqY3ZOWXPTP+fSvmI0oxZ9dzLoXvs9hbKt7q2rvcT5GIYkLbR6FiRj8KNZ1tNSn8y3s0WMYCLINwjHUgZ6DJNZsFr9pO0T/KDk5PX2qaW1Cz+XIFEajIHmA/nVcqT1DeVxsjPIQFQAk4XYOtSw2d9dzrDHne3Cc5NW9I15NELS21lbkqhXM0CyBgQQeG4/Soo9fvZnVrd0yvEe1QNvtRdot36E1tpcNrdMl+4AwMtuGc4/xrm/2oPEejr+zL4i0S5tbYSbYVtnNuokB89Dw2NzE455wB2rZZzHO0byctySGyQe/NebfthSGw+CE6vcNuu9VtownYgB3P0+6Ota4ePNXh6o4cxtHBVJP+V/kfJlsSJ1bPev0p/Zx+K13oGgaT4Z1Odjpl/o1ltw5LRStbx5bnsSeRX5rW/+sFfcXwtM114M8O3AbAOk2YD9W/1KLXp5vGMoRTPm+HW1Xn6fqeF/8FBNDvtC/ad1ZL9sm4s7WaLJz8hjAX6cLWl/wTt8X6v4X/aV0aDR9Re2k1SC4sSy9DvjbAI7jIFcX+19fzX37R/ie3k8SNq32G/+yC9Zi27ywFKgk9FOV/Cs74CeI/8AhFPiz4c8QecY1ttXgZ39F3gE/kTW/snLLOR78v6HmVaqWbuotuf9T7d/4KI6vOdV8I3FjbtZxvbXrbVXYx+aE4JGN2M9fesH9lvUNc1i8t9K8O+JUs7watF5c97vkhAMbEq6jllYqBjGOBmpf279RbXNe8N2M9+Ymt7O4bF9Kyblk8oq6huNrBSRjjHvWV+zDo3h86ra3uleOksJ7DVrO4ur+DUdkkW3fh1ZASgBP3vpXzVKLWFSf9antxcoZg3+vkfZHjbwZ+054Y/Y51K113xj4h1XwT4v1Z4dVutPtVk0u3jhkUMzR5xFKXCgHg4GOe/w0/izQ/CvhyXT/hzLc6ZevqRMjrISJINpHOQeSSO/GPfj9C/EegfFz9nL9mDS7Xwl+05Lqvg/4pRTTapooX7Ssk0c5R44w6v5TbWjdmbY2GAAbHHyZ4o+G/h+/wDE/wBmsvAdtEZ5UEEAgwzknHt1P61yUKyg3fZt7afed+PpSqKEtntvf8TyvWLDSb1Zb6fR7XzlIZ5Gt0JZieWJI55q34Jgi8ModUsbGA+Wz3HlxQIASsZPYcc46elc5Nq+vyS30V3BPzdqqRiHIA39OldHpVlMoeCV9oktZ0OzhhmJR+hP6V1yujyZzcZucNHb08hdL+KXi/V1jvNQvkLy79yizj6gnj7tenfC+TVvFWiC/wBR0yGaVrho428sKTgA4wOK8z8L+HfC2m3FtL4gF7cwIWWWKzmSJzkNghiGAwSD0OcV6j8L9OOjaA0dvq6iIb7greRLlhtJC8dTjjPHWok420JyyeJc06sm0lrqcZ8Q/CHh+x1zUor/AMKW3mqjO+/zAyuVyScPx1rz6/0XwjMuIvC1uOgIWecAkdP469Y1TQbzx9q9/c2WoxQJJAC3nLgJlQMnBNdX8Ev2UNS8YamZo9Tjl02GTDeIVgPlNjqLZHAMj/7bAKv1GDLqunG7di44KvjcRy0YaNvXQ8hW/sPAHw+kt20CO0ubxuFWZyTDgZUhvuliOuc45xxTfB/7ZPxp8CaP/YPhTWbS3t2neUj7GrMGYDOC2fT9TXqv/BRP4M2Pw98P+FrzwnFKmnQiS3mV23NJMwB81z/E5C8n6AYAxXybIJbdS0kJXnAPpW1H2eKpKUlc8bO6+YZVmPsKc3HlS1Wl7pNv7/yPpz4afFPXfijod9qmofFi60/WNPBuL0ahO7RC1GN80YyVLL/cKjrwa5v4g/ti+B/GOi3ngnxJ8KbbWdOljWJryR1gmmKgDzgFX92xIyMHjpXilhfXcGjX7WzOo+zASsrfwmRB/wDWrCLvLmTOc9TW1PC0+py1OIMasPGEXq0+ZvXm+TuvXuGq6D8P7i7eXRZ9VtoWclIZljlKj03Arn8hXXfDjS/gJZ3Vj/wk8msXEv2pWumkiSNGQggqrLITGORlsE+lcYE+c84HY0FB945z0rrabVrnk0sXKlUU3FP1R9HftneA/wBnOx8MeF/Hul+MYtE1TVdPUDQrC2Ny724LBJ5ACNp7bmYlwAQDg14Z8OZfgza+KVfx94sNxpAhmWSKC1mWUuYmEbD5GAw5UnPp3ri/GWsX9zrbi4u3YQwxxRgsTtVUAAHtx0rH8xSMLyfXNOlh7U9Xc9PFVsPicV7dUktnbXX16a+h2up6R4MGoF9K+IlgYCN0azwXCsM/wn91jPv0r6O/4J4fDTwV4t8X+KrHWvEWhaq7+GGj061NtJOqTNLGfMYNGMKFVhnnlhxXx2zAjGa92/Yl+J2q/B//AIS74h6ZbCR4NMit42dcqruzMCc9eIycdTjHvWWKov2L5dzXKoYOnmUKk42Su3vtZn0Z+1ZpXgr4Ja9bR+BPAHhrTEu9NiN3YQ+ImgCnc2HLOgMjE4JQcAAfh5t8KfjL4ntNOtPAt3488J21vdazNcXN9d2VteyW2I0VSnmOh+YbwFzgttzgfMPE/iZ8SvEvxW8XXXjHxRfyTz3EhbDNkIOwHoOlelfsM/szP+0d8YIrDV7Sc+HtJQXOtyw8Fh/BED2LsPwAY1xStTpc9TpudMM6rY3M1QwUPdbtFbad3ZfPrY+8/wBkj40+JfAXhmy8L6zpFrBeMk032m0sY3EuWJwsMRcY2kEkZx1zXEfBD4w/DnSfijrmr/Hz4w2d3ZaHfyjwTHrV+vk2YkIkuCgHR/MbaFPICcV9T+EPiB8M/C1pZ2mjfstafbXNlpxtItRtb+2SQIYwjndhWG5R8wzz0Nfhx8YtXGq/FLX72KBYkbV7gJDGeFAkYD6nA5Pc1y4ajTxcZxXu33tY+rzjH1MlhRk0ptN2Tv0XX+tz9nL79tP4RWvgy6l8AeKrDxJqgh/0ez0edZmy3AZ8H5VGcn26VP8AsC/GPw7/AMMxeT4/8SxwatNrGp3NzHcqEzJPeTSmRScZUqfvKeCcV+Jngrxx4r+Hfii38V+DtZuLC/tJMxTwPtI7EH1BGQQeCK/Qf9mD4g61e/s/6XfaZfyIsls5lLYKhnuZF2jP3eT+Oaxr5TChS5Yu92v1Ky3ix5hVcqkLOKei21tr+Gpof8FCfhZ8ELb4darrPwp0OC61/UtYglkubG/mu7iVC5L7iXY9u9fEmpfDrxzbafH5vgrVNywbWH2GQgH5SOg619J6d8YvE0n7RNn4IuLCN9LbW1tb1n05Su3cVOMLjA659q7Dx34mh+Fv7QGq6tPdxRaNazbrWPISDcLcDARCCTk54B5Oa6qftMJFU37z33/A8TNcLQzuv9ZvyaqFkvV3PLv2df2gPH174z8G/CHxn8EvDsOny3Nrp76ndeHHjuvK4TzDIeC2Oc4r6T+M/ib4U/BKazs/D3w8h1DUdfM0FtFp/lr5MSqN8rtlThSynAznaeOK+a/2gP2grT4vaDFoXhDVby21hbpJbIWzvbqqKGUxl2fuCCPcY968j+HHi34mr8TtD07UvHmrv5uopG8M9/IyqCdpBVifWqWGjOoqkla267jpY55ZfCqXtHJq0tNOjVjzXVorqbUpyYyqeax2qvHU0/RfD2o67fpp2mWLyyu4XKqSFycZJ7D3r9b7n9n74ZeJPD0+k2/hxLK6mU+VfWud0TEcNg5B57EV498R/g7e/AjT2tLrXbzyZLq3ZdSiby5JI/MXcylBjcPmGCD19OsU8xpVXy7M58TwPiMPac6t49bL8Nz3T9jn9nLwH+yh8GLXQdM1RZ9c1FEute1SNQPOmx9xCedig4UfU9Sa+Sv+C0E4vfEHgp4n8xRBeFm65YtFk/yr6A/a78U/DzXfEnw2vf2YfiDrLW8nhuQ+LtO+0Txm3u1VAplLBVkZmLk+WNqlRjg1m/DX4R+HfjVcXD/GjS01620/ZHaf2hF52wucsFZwSvCjoa86P+yYv29SXN6eZ9jicKsyyh5bhoezWiV9tGn/AE+5+WCpx5YA4PXHNf2Af8E0Bj/gnF+z+P8AqiXhT/0z2tfk9qH/AAT3/Y6kuEVfgbo7IyblaLdk5AOeDX7Kfsu+HdH8IfszfDrwn4dsVtdP0vwLpFpY2yZ2wwx2USIgz2CqB+FfU5FmNLG1ZqCasup8lV4axeRe/WnGSlppf9Ud1RRRX0piFfzo/wDBb2KS4/4KvfGSKJGdhe6F8qrnj/hHNK9K/our+d3/AILVrFP/AMFX/jFFd3BaGO+0JmgDMP8AmXNL544z7n2rz8y/3dev+Z6mU/70/R/ofKNk0scyDyWSTfgKVwM++alinnuA6yXTxgE8scqfwBplvayvudcPGx4JcfL9eetdB4el8M6RZ393f+G5NTX7C0akSNFHa3D/ACpJvU5bHJC9Ca8GWiPo1LWxhxkXEotbYM6kBV2nk464H58VJe2V1plwLa7tzG4RTt4yAQCOnsad4d1yHTNSgkl0m3vYInBa0uIy6zEc4JGD+Rq7d69Y3GpS3Euno+4KIInVkSJAowOuQB0AzUWaZrza2MpoyzhhCTzkjGaAH3/vAEx/yz46Utzdg/IhbbnBbcQuac72dxGwnu2Py8CMYJOOAB9abLg3fUs2kyWsYlMRlJ6gfdX6kdeK+c/28bO4k8X6DrjwosVxpJiTyydo2OflGemAwr3+OeR5USxibd91WkOAx92ry39vLQWl+HvhrxEqxs0N5LBMyfwlgWA+nArqwMuXFxv1/wAjyc8gp5fO3Sz/ABR83+CtQ/srxVp2p7iPs17FLkdtrg/0r3z9rn4tDSdMX4Z+Hr/NzqUCTau0b/6mA8pCcdGfhm/2do/iNfO+nKoWWUn7iZH58U9nur+drm4meaWQ5eSRizMfUk9a9ydCNSspy+yfGUsZUoYedKP27fh/mMhjbOAMk9K9I/Zj8dXPw0+N/hzxdHbvI9nqK/uUkKFicqBkdOSK2f2T/wBnqX4y+OV03US8dpBGZbqSNcsi5A49ySAKrftGfC69+AvxsvPDizmRbW6ElpcbNvmJkFGx2OMfjmoqVadWUqPVoxhTrUoxxCWif5amz8XvE954t+IGq+K9T0xraTVL6S7aEZIUyMWwGPLDnqetfYf7A41XQPhv4e1yy+HXh7xVZfb0fUNG125jje5L3NwixxbwRghGBOCQWXGDg15PefAf4R+JvB/hnxJP4/isjrO2VVnVEMZmIOwknlVYkDJzgZ6V7D8MPCGjfBH40eGr7RfFc3inwn4dtVMlxptqbeO8eXMpijfDFSHbCyEYLLx1Gfl61WNSnyLf59D6XCUquHxPtJ6p22s3rZ39PkfUf7ZHwfXwN47j+KF/8OtQ8MaP4u0O2n0fTbqWWeOBo4I/MhhZlGI1LKq4JUg/LkCviTxbb6noes31gthPaBCbjVLpo9zW0TtlWC8ZbbyASMn061+g+o/tX+B/2kPBGmfCz4OfDfVJfEGm6Q9xq/iL4k6x5tv4fWMsPtVtEzYknZcRjCA5VCFJOK+LPin4R8MeLPGN7rLatqT6pqd00s0k19IS5AA+ckEOcdz2OOOleXg2qbftFr/VvwPYxcKEpqpH3n+Hy310F+Hviv4N3uh6r4P+FXj7xbfyJpU015a+ILSFY3AGd4KZZSHIwN2ME15T8b9fvtI8F21xYTAPP4jmR5GQNlVhQgfTLVt+FL7wt4Gk1O68K6dFNqNygs7kvLIP3bE7jjIUZIHT0rB+PunBvAHh69SezAvr64ufLt7vzWiYqi7HGPkbjp6fWuyEf3t1t5ng5tX9pCXI9l09UW/h3Z22o2WmahqaSNK6RtIFIA+96Y9K9Y8S+ELC80XS7bQ0u7rUNWkDW2nWyb5XIZxjoAowAS2SACD645L4CfCfxt42fT9P0GxWUw28DXM0x2wWoKg5lb154QfMe+0HNfYvhD4P6T4Jhstb0KdNQ1WziMUzPhTMrbchAT8gG0EKML14ySTzVa8KM9Xr2PXyrASr4dcy92yucp8DP2UbTwZb2/jD4iRQX2qRANYaenzW2n99w/56S/7Z4B+6B1Pq9zBC9y4WQojH5ivAHtWJqfxi8KaD4nPgfV782+sFA4sZIXJ27d+RhcEBeSQeMe1eNftZftvWnwP0Kbw94M0NdR1y+tiLS8uJ447e3Zh/rNpbfIVPbaFyOT2rgjDFYit73XY+qrYvKcpwHPeyjv1/LqfOv/BS74neGrv9oCLwto22c6PpEcN/PbkblnZmcox74UpkdiT71R0X9h7W/FPhvSfFkXj63SDU9LjvpVezbfAki7wCAxz1xkV88alZ+I/EGqz6xqd7FcXd3M01zPNqEReR2OWYkt1JJr9Evgb438LR+DfD+lWHiPSry6Xw9bWsdvb6lBJIJlhVSu0OSCGGMYr26znhaMY02fmOVwwnEOa16uLjZS1Su1b7rX0SPkD9pDw+fhtp2lfC22Wynhtc3IvYrYrLI7IofLMSSCe3Awq+leRmWVyQ0p4HpX2B+2T8MPDPje5mt7TUY9P8WaVEk0Njd5RL62cN5iiQgIroVUhWYEh+M9vkSWwuoJGSWBsqxBr0cLUVSkm9zxM+wjwmYSivh2XoraeqEN7K2Cka52gHFaPgptPuvFVhBqlsZYHuVE8f95M/MOPaqKWkhKsYmz2GK9L/AGePgbqfxR8SSXtzJJYaZp9pJPeXxhJxwVVVH8bbiDgdgaurOEINs8vDUKmJrxhSjeTOH/4Vf4dnlz5DjPIAnOAKvr8HfBDWpie6uROxGzbMPlx14xz+fauo8ZfDzxJ4B1s6J4g0uaFlY+ROMmOdexVhwQfWs61LwaiJJ7ORcKVG76da5/bVGrqRm5YmlNxndNd+hzk3wa8KISTqd2uBjO9cZx/u10PxF0rS/D3w58KaBplxNIqWUsjtMwJybibpgDjpVu20PUvE+ow6Zo0Ukt3PKscNvEdxLE+nf8Kr/FrTtQ059H8M39psuLVZbZYkbcDieQZz3yaXtJ1N3c6qXt6mFqye1kvm5I679in9jnxJ+1l8Rhpj3L2PhzTismvauVz5adREmeDIwGB6Dk9MH9W9N+Hvw58OfDdPhrofhxINHt7JLW2hiYghU4BPucZPqea5v9lf4V6J8Bfglo/gbQbaBDBp6NqEgUBrq6kUNJIfX5uBnoAB2rjv2rf2rNf/AGc9S8L3NrpMd/pmo3Fymr2TAB2RfLw0b/wsNzcdDnB9R89iKtXGYjkjstj9Y4fyXD5Hl/PU1qSS5n+i8l+Jzn7bX7PHwv0j9lzxH4ls9Wv4bmG1VEhju2K4kkRCXTI3jDHAJ4PNflJ4k8HavojyssDzWiN8t1GmVI7Zx90+x/Wv1r/a1+IPhLx9+xXrPxB0PdcadqNnbvCoUxuwMyDo3dWz7HH41+avjDTbrU/Dl1BpKm5Z1XYIE3MfmHGByK9TLKlSNJqXf/I+Y4woweMg4L7PT1Z5z4b0i4Xy9fe5thDDexIYXuFEjknsmckAdTjHNfe/hKey8R/CXRLnVfGFlb3E9i1p9murxEYTBQjnBPQbct/u5r4f0LwRcRRmXWLdllcjZCrYYYPU+n0r1DxRYX2keJ4bW4jcOgvLVl2kkO8Rdf8A0b+ld9de0a5XqjycscsPh5zlHRuP4u1zf179pfV/DcF74O+Et2YYXm8vUNYJAe4VWPEQ/gXk89Tnt38313Up4rqDUJ5jcyXStJPHIxxuxhecjnHNc3CpjuH8xyu1yv41q6YbO5sXk1KOS4HkvEoVsGNweG6c4B6VuqcYu6+Z0OrUnGzei28i1a+JReaaPDunaRIs5keZXZ+VYgZXnqMAdfWvqX/gn94K0LS/EGi/Eu6sVsLu7N5YTO1wWSbCrsJBOEYklQP4iDjpXyNp+nI2o+QZCjHIWVpPlIx619C+APibDN8KrbwRpt3dQ3mh6MHJWZVQSm+LrIAFBLYZcMWOMHpXLjYc1FxXU9DKHFY+EpK7Wx+kGkyCCe3RAvlMflEmPm6ZFeX/ALTPwb1L4hePLLxN4aktYpLe0aOdZpSrSbzsTBAI9Rzjiof2bvjVbfGT4fWuvXlwi39gBbapaxMFYTDGXHs4ww/Edq7WbxXBrGp3+maFC7eX9iiRmwcuJix/EHivkn7ShUfdH6Li5U6uE9bHjfgr4I+PPEHxKuvhdoNjBca1MZJo7JLtF3IiK7ncxC8LzjOewr3b4T/YrXwfZWWqTi3ubSzKRjaSrkuT/WvAfiHNdWfxp1FL1j5heQ46H5lh4r2zwzfBfDNuUt8qsCAuTz04pV3zwTe7MsskueT/AK0Pfv2X77TtT+NHgmESqJY/FVg7M7Y3H7RHxj1zjFfqFX5CfsoWly/7RvgfUZUYB/GmljDv3+1R5Nfr3X2PCVvq9W3dfkfO8Vfx6fo/zCiiivrT5UKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAP5G/DcM8vh2wnht3lC2UWcJkZ2D0rWt55I45PIBGIwWzgccdM1X8NrDL4QtLq6uTK/wBghWJt7DYdo9eMY7DnkVctbIjat6EKA8uWByPbBya+Tdm2faqVkgWQSxpNd3bqo5aN+SR6AjpUun2V5rM4trW2aWTcNoVgeSe+TxWnqdz4cs/Bcemx+GpTdTX3mQ6vNK0e6BBgxCPJU/Mcljk8YqLwt4ohsDN9q0W2uXZAIJntyz2p3ZDqQRzkAc+prLV7I1UnymWdySMhjOQSMCmrG4YmO3LccZH9aurqdk9kY/sqmQgGSdyQ2euFGefxFU/tmZ1JkZQOjPk8fTvVF82ugsYPUuCSemQNprSs71LKVFjt1Y7htlmBCg9jgelZsrWJVJ2uJXdW+7Geo7k/pUmmS3U15/o8aomQX835cA+g7/UVJo7cp+k/7FGuTa/+zJ4YuLm4aSS2iubNt+MqILmWJV49FRcd8YJ5r2Tw2I5NQNvKgZZY2RkYZDAjofavmz/gnLfK/wAJfEGjiUEWfi2ZoQCSPKktraQHngZZn4HpnvX0MrMiblYgn0Nfw1xzhFg+L8dSjt7WUlbSyk+ZL5Xsa5e3HCwT+zp3vyu1362uZOj/AA58BeBfEWvat4J0b7NN4g1Rr7V5/Pdzc3BzlhuJ2rksQowBuOAM1rIDjGKFU4+Uc1v+HPCx1SzluHcqQpEfHUgV81icViMVVdWvNzk7K8m29EktXrokkuyVjpp0oQXLBJLstEfF3/BVzUdQ8CfDnT/iFo+ircyalZXvhu8ZZGRttyqvGTt+8F8qYgHu/Tk1+SUreZqXkzROjmTByu0jnvX7f/8ABQD4U6b8U/2YvEfh3VbdybBob6OaMZa2EcgEsoHcrA0xxX5yWf7KvwV1r4wx+H9U+M+n6OjorzXM8CuqYwpIjXDOxJGAudxPFf1t4N5xTxHBcaMnrRnOPna/Ou+nv2Xo10Pjc4wVapjZcrSTs1r30fbqm3v36n2T+wjZz2vxU0Pwlr3wH0LxdpuqRPa2Nza36x6pp2Jmi+0jarSiRWDFQmCQycMcVxP7Qfwa1b4VXGtfCTW9Cv4dchunUWF0rtPtkHmIWYqNx2MpJ7ZweaxP2P8A4oWX7P8A4917x18RbPxHqFtqF7HJpzaLJ9luYY0lG6VSAQysoCsgIxxk9z9CftBfHfQv2g9C1j4qfCDwTNoHhWxmbT5/Eeu6wZfEGss6lfsinc7xW8O7nBAZQo3AkA/d14yWIv0dvv8A6Z6VN0MRhrSum76de33Pf+kfA8F54WS8i/4T/UdX0jwwJnjN3osCyXU7KMbU3EADI5bJxjGCa9B1XxZ4N8VfC5dQ+H/ivWtR020vzDE+uQxpNC/ksWUFAMjlTk5OSa5TxV8OPA9ta3D6beXLWtnGv2mOWdzGQeeFYfL17HIzVLSNd0PSfCtr4M8J6Zb/ANnXM7TTzSXMg2ys3l5JY8ADHboM12zcKiXJ/wAA86tVhTwrgrK/9fd8jh/i54i1W1+ImlaNYuFibSbElPKBLF1BY5/GvRPh7pOkJrBd4rhi6sq4kXOSwx2rgvjB4fnj+O1rpFvcW8rwx2MKNazCWNgqKNwcdRjv9TXv/wCzh8DfFfjHUYdeu2S00gHL6nMM+bznbAp++c/8tOg7Z6hVmoRTbskefldCrXxlRWu7/kQX3wi1Hxn8Q08E+AIjqE1sNtxPIGFtarvJDyOVHUchANx498fSfwj+AXhn4P2fn4GoaxcxEahrFwn7xuPuIAfkjH90exOTzWp4X8C2vgS6kXwZp4uLa+KvcbJAZI3VQuSSSXyBnJJbIOSc5qlpXxw8B+JmnsdH19Ha1cJeFoJB5ROcA5UYJwePY+leViK9avG1LbqfoGW4TA4STnVXvs3LgWFtaSXV/eCGCCNnZ3baoUDOT6ADr+Nflj4y8UaT8bP2jtR0zw85trbxB4pe3066hjBTy5JdiSFcjsQTzzn1r3n9vD9t3U/E+h3vwJ+GujtYxTv5esatc3sSyyxg8woqudgP8RYhiOMDJr5j+AWnnSfjR4Y1jVb+ytrO01u3luLiXUIQqKrgliS/HSvVwNCVKnKpLdrQ/P8AirOMPmOOpYSlrGMvee2r0t8l1PcF/YJv9N1c3esePrSSziugP3do/wC+wcsvDfKcDjOM14j8ctXutQ8f3MM1naQNYxR2oFlb+WpCLgEjJJOMDJOcAV+hvhzxLo/ifS7jR9AvbHUpWl8yb7BeRTbY8dcozHrjmvjD9qn4Z+GrrVZ/iP8ADzV45VeV4tf0qTMctnco5TcocDzEdQrZTIG76gb4LETnNqoYcQZPhMJgIzwasm7vVvb17HiCTyI4mLhsN0YcH2pzXcmDhPl6nFKLWdcBoG59qlis5A/ELEnHGK9V8p8JozT8K6Zo2vabqtjqdoZCbZDA24jY/mpzkf7O4fjRbfCjw5cPhkkUfxMJun516l8J/wBmXxL4m+G2oeMy7W9xcTrFo9jIm1rtkBZ85+6MEbc9SMdxXJ3WjappGoS2OoaXcwXMJxLbSqVYEexrkdb32oSOqvQxeFhCUk0pK689f6+Ri3Pwb8ESoi2l7dBkH70iYHOT7rx6VVh+DnhNbmMHVbxcyLxuXOM/7tdJp0hhjlSS2ZWYgndxj2q9oXgzXfElxcXmiWjXSWNq9zcgv8iooyAT2ycD3zip9vVWnMZ0p4mrUUYat6GL8eHt3+KWqR2bv5cV00cZkbLYViBn3r6f/wCCaP7Bsfjy9tv2jPi9aldB0+4D6Dpcqc6lMp4kYH/lkpHH94j0HPiXwp+Glp8cP2vdM8AawG+zX+smTU8dfJjzJIoPHVVK59TX66aelpoPhu30XS7S3gtYYwttbW6hVgjUBQoHQYAAFebmOJnRh7OO7/I+14ayKnj8zq4yvrGE3Zd5efkvxM7x94H8F+ONOtNJ1nTCoglJjaGVgAD718Rf8FZfgN4D8LeH/DCeGNfvDPfz3EhWe4aWIOiIAAuQI87juIBzx6V7j4s/bf8A+FfftM3vwf8AH1gj6FIbVbDUI4vntJHiQkOF5dCzdeoz3HA81/4KuXemR2Pgu3mXa00l20cob5YjiPIIPY8fTFceCjWo4iHZr9D67iBUK2VVuVK6svxR+aetaFq+kOqalYyRbs7GK/K3uGHBruPgMl74O+JGha293bN5hWfbDcq7RRhxu3hT8p2Bjg84pfiX4f1nVILQ6ZZSThC+8xJlQPl5JHAqz8LvAUreIrWyijZ7poJw5jfhcxPke+BX0ntFKnqfl2Coz+uRtHZo+u/jY/hbTfD19qmseObJ0tIo7qeNLlHl27QqJt3ZLNkAeyknpXz/AOLf2kPG3jbTofCOiSHTfDyZEFksgLyszZ3SMBz9Og9+tcr4teeaw1v5T/pElreKQp+4Uckfm/5iuPgkeGEyLMVcfMMfnUUaK5Ped7HtzxUpSfJ7u6evZm1qd/HYXtzp4ha7iUqkb7irBcckc8857VZuPEEniIRTadozeVarHFKjPxIqqAM+/HUetU7y3sZ9OwYnNy0vmR3W/C7CudmMeuefwpvhiyTz1mQshilRmhdjluc8DvW7Stcy1bt3P0P/AGG/BHhv4faTqeg6fCLUagtpf/YmnMhQvCCwVifmVWOCex46ivpnw9dGO8kS5VPlT7vAIOOMV+f0H7RlxZ+JdN+LnhaS4kjt9cu1ltriZSJLYmMNCAqqFXaRgY4YZ5r7Q8GeN/DniPQbTxtb6iJ7G+txPHLE4AVMDG4dsdCOxBFfI4+lNVOd9T9PyepSWDjCOiS/A8q8Yfs6eJrz4g63rfhw2Rtb6eSSK2+0FCoRCrZ3DHDN2PeovhZ8K/GPiDw1c+MdFsornTvDl1bR6tMLhR5DysvljaSGbP8Asggd8V6va63feKNIWfS7d0DW+os2QMhWkGBxXiHwkvdviRYpGJP22Itt9o0GTWKqynFqXQ5VyLEWW17n1LZajpP2P+0IrwpPLNmaDYcqOOlfWP8AwTLnsL74z6tfWjoP+KUlTyw+TxcW2T7DpXxTc30n2ZBHakbgdu08sO9fVP8AwSLsZbH47awko5bwZOclskD7XaYrXJklmlL/ABHoZzrllX0P0Mooor9UPzAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAPjz/AIL4Hb/wSh+Jxzj/AE3w3/6kemV/PYkE0bLI1q5RjxIYz+HNf0Lf8F65Gi/4JS/E2RJvLK3vhsh/T/iotMr+fW8tYvKijhmzO7EtJ5hww7fewc+/TkV4mZ/x4+n6n0OUO2Hl6/ohgu7iO2Tyt+0yEAAgNnj8afI6x5kkuzI7LhF6EZ65PQ8cVLa2lpuL6oNmBxsUO2R7Air/AI31HRlvLO30vws2mzWlisV2s1wztPOeWlKn7mcgbRxgV5ctz14SuyjBp15d2smpR2rNHGmZJMgqBkD19TVcfOm0xt7/AFrXj8T27+Gzp/8AZEEUzSZm1CK2YSTKWXKMc4wNoPTnPNU7zUrKaNDa2iwgZC7GO989yM4H4etSrmilcphJFTIgxn7z4xgVLbIrOqtLwerDBz+FRxXSsz+bMUz1BySfb2/zxRK1lFMXhaWZpFwQBlc/14oZpF3WpJ4pWXWPBmtaFaWYWS50i4jXzCQ7ZjPyjsMn+VfAjKY5CrDBBwRX6F+EYJtQufs1yY1hljdF3t8xJUjGO3OOK+CPHOlSaJ401XSJY9jW2ozRlcdMORXrZTLWcfQ+T4kh71Oa81+R7j+yZ4t0fw98NvEt1r+ofZ7TTJFu53yM4K7Qq56uxVVUdyRXjfxG8d6v8TPGV54u1g7WuHxBAGJEEQ4SMewHfucnvWZczTRR/wBnxXDiJwryxhztY44JHfGf1qXS9IutSukhiXhmAya9CnRhTqSqvdngV8ZUq4aFDpH8dSO1SRf3gXgHBOK+h/Dfxe1XVv2TLD4Rx6O8kGn69NeSXYlLYIXAXZ0AxLyfYVqeJf2MZdB/Zf8A+FmxTyDUI/JnurQxcCBwSGB67h8pI9G9qwv2JPDfhn4h+I7/AMD+KtW+xpDCb23kaMMrFQUdGB7EMDwCcqMVxYutTrYZzX2Wa4WhiKOKVPZzVvv/AOGJf2Y7eK/+NekhkbMS3Eu08BilvIwH0yK/WP8AZ7+Fvij44/Bbx98Hh+zrpj+JIIRNa+LvBupjMpSaMtbyiJCTFyXzISPu8j5RXwT8LP2e/htotnr3jTwt8X7Y6xpcUsOm6RHbLNPeSOPLIXBxGFWXJZhgYx14r7B/YU/ap+F/7LXgez8MfGXSPHUs0Vpdre3/AIa1Brc72UGNXjypDxkAht/IxwRXzOPk68L091bv6n02VL6teFV73d9Gu1n5/ceKfHvTdOGlx3NpZTSwaYPNvm8pkEZAKgMGA2ktj8+leceHPEPw00DVzqXxq8UeKNGvIFR9MsdAtI2UKQQXlL98dE2/U9q+p/2sbiT4heHbbV/E3hDTfCGg+KSmoab4V0LUDM6RqxK3F46ZMk8xbcCxygx8vIJ+T/GXgfwJaW0WoapczzWNy5EP2q5kZge53YDfhyOazw0qapcr3+//AIB0zjRoV+ZLTu/62PQPH2o22ta74e1K11W5vbfUEsnjuLtFSWeMyNtZwuFyV25AArwDwzr+p+IPiJqdjfy7oBPcnbHGFK4cgDOPpXseiauvi7xfp+hQWlhZ2umBV0+S4vmjUxwjKoCxO5iDx0zXjnw10i7u/HGpS28qqAJS5IOAWlAA4HJOcADJJ6CtacWqbPnMXOVbFQcXo5P9D3L4R+GNC1JZNNleWLIklMjSDHyR5wcKTyQAO2SM4HNdP8Kv2ffEHxe8VXOoaFdS2eircsJdcliw0gzgpbq33jxjzDwPQnIrtf2cP2d9TS1Gs/EZBY20vMGnyNi4mBx80uCNi8D93zn+LIO2vZIJbf4U+EpI7+AR6LpMaql/CuV8skAZVckHJweMcZ6dOGpieROEHeR9lgctpyUZYiNktf67E/hP4deEvhv4cHhbwrpMdpbxsDvALPM/d5GPLMT1J7Yrjv2pfGHh34e/s/8AinxV4huo+NJlht4J8ESTSKUjTB6ksRx6ZPatjUPjx4GfwtL41tdTNzYQwtLH5ERDTAHB2l9owCDySAMHJGK/Pb9tf9qvxN+0/wCJbfSNM0yLSvDukM32SxbUoma4l6GaQhtpOOAASFGeTkms8Fhq1ar+876m3Emd4HK8C40tZSVor9e1l+JzXwD+G8v7Q3ia88L2Ws/2W9npj3kkk8XmRkKVXaMEEcuCK9OsP2U9Q+DMUvxB1PxJY313p9v59tZSWbMobcMN97a3y7j3AOOK5r9ge4sPCXxD1m+8Ra5plitxohhtjdapBGJHM0bFQS/opOPavrbx3rPh3X/hrcaxNapfaPaWRW6ltHRw5/iUFC2SRjjrnFerWr1aeIUY7aHxeQ5Tl+Ly329RfvVfq+m2l+h+bWs6jNfalcaiIo4TcTPIY4U2ou4k4UDoBnpVeK4eInJDb1x8w6e9dt8bvhXZeAPFUq+E9fh1jQbuVpNH1CE4aSEn5RJGwDxsAQCGUGuMS1mLbTC3T06V68ZRcbo+Gr050arhPdDGunIAkQhe2K6BPC/h/wAR+ErKW5syLhLmffL5hXMeI9o/A7vzrL0/Srq9nWztbOSR3OFWOMsSfpXtuu/sweLPCHw60rWreKS9vRafaNV02BctbRyEshGPvYHDY+6R6Gsa1WNO1nZmlDC4mrTnUoxbUVq16/18jyWx+EfhWc5uXliT+8Juf5VJe/BvwZLI09neXaxMflUTBiPx281rfZ7iO3bZbTNnIbOcp6gj1q1FKjWMdvsMeAVLMcc5rJ1qq+0YKtWStcb8H/ht4X8O+OBrEep3bvbabeuqbl+99mlAzx071xk9tc6prT21lG8ks9wVijjBZnYtwAB1JNen+FvCfiLTbCXxoti7WDrcWqXMj4+Y28hYj1wMDvjPvXrX/BJ/4P6F47+NOqfEjXbGO4i8LW6tp8c6ZX7VKxCSHPHyKrkehKntWVWs4UnUk72PWw2AxOZvD4fZzlLW3Syu/wAGfSH/AATx/YW0z9njwxH8UPibax3HjDW7UeXZP93Src4OzI/5aNgbvT7o75918X/CL4dfEDxQdU1mCW2kaJVklSYqOBjvnj2ro9V1iW0CNuVjAm0umDkgfrXz7+y5+2rF8btfuPhr4+06ODxBCZPs91DERHfRKeWwvEbgcnse2OlfON18RKVW+35H7DhcFgcsw0MLBafm+rfmz4g/4KSfB/RvDX7RmraR4K1O6uxY29sixXs5kd1aMOSJGPPLHAwMDA7V8yXGkajHqI025t2hnZwuyf8Ad4J6Z3YA+tfZv/BQK40+4/am8Q2kJCTRRWquzuNs37lCCPQgcY718u+M/B+van4rkmSycW77P9IkQqg+UZwe/wCFfT4OrJ0oqT6I/J85otZlV5Y/ae3qew/sIyXGgfEe98MTazbxCYPC15Bcho/NAVkIbOCPlfnOOtek/HXxd4K+Ha2XiS41u21d97W1pZafdI3mumdxLAnagLBc45IIHSvCfhn4V+x6bqN3ZRSCFZreKSRjkZkEkQOO33ia5/xabiTQ9I3qymKOWB8gj5/Ndj/6EP0pqHPW5k9Op306jo4SnTcdbN39Gdp40+MXj34xai8/jjWwsEQL29vBxHAij5VVR3yB1OT61xen+J00+5tb+90xpWt5fM8xHPzMG+6wOR1+nes+xkIuIoFuSokzG31I4/WrOt2ljKI3tLOVGESrcL5mfNbJyw49e3bFdEYRirJaCnUqVHzSd2df8LtDt/iP8SNJ0bVfD/m6dq9wIjG90YxEDnLhhyMdeeMV+lP7MFhp+k/CLRNC02bzH022NuEYfMhVj8rg8hsEHB5r82vgL4psfhx4wt/G13NIYYdPu0HlON8TPBIit8ysBhmHODX0/wDAf9oI+A/i8mm6jfsNH8SWlqjS3Uu/yLkwpslZuBzkKx9we1eRmlOVSNo9NT6jhmdOlVlJrV6X+4+ztZtbLXvh9qekXyRutxbOpOewXqe/B5r5ivP2fvGXgzww93fT2UlvZ3EIkljuDhCzE4AYA/xg8DvXvmt+JNL8PeGbxpzJJK8Bjg2uCGLLjgeoyT+Fc38cbnU77wNqmpRoVtxqVqTx1IWIHNfPQqTpuy2Z9PmLhzRl1SZU+Efw98WeEp9C+JOr6ah0fxBYXDaXdLOr+cigRsdoO5cE/wAQBr2rTNS0XTry2W3vfOg2AkEYO7jgk187/s7X6BYcgtssEGAeO2a9V1Brm/nFjHAyksNwVsAHt/n3qK6j7Q7MDZYayP00/wCCa6QL8BtRkt5VZZPFM7/K2dube24J9cYr6Dr5j/4JQxNB+zlq0LD7vjK5Gc5z/otpX05X6bkv/Iqpeh+d5wrZnV9Qooor1DzQooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAr8h/+DprJ8RfAFBnJsvF2AB1O/Q6/XivyN/4Oji58S/AKFLry/MsvFwIyRu+fQ+OK5cb/usv66nbl/8AvkP66M/JyOOW2JS4tXTAyDsIJ/SrZurprhYmldQY1+ZGGAMdwDSXFshvyNPGUQAMnmA545Iz2z681qeGLTSY9VtnvtNkvGEwMtlbg5mjHLAsD8vAPIGR1r5t/Dc+p5tTLaVIcIk/mPnc7DKgdgOe/X86mudMvLK1jvJrR1jlchGbGWIxnHPvS6xrdhLr93qGi6VHZW89wzxWhkMwhjzxHluTgcZPNaWseJtOvmtQNChtIIoyGtLaFlWRwqrv5J5YAE1Cv2NeazMVwXUHyySBxkUMsi4Up5a9mI6mp7+/ieVnghCZ58uByVUdOpyaignhdFSa72jnj098nrT6FRbuTWmxGMjqzbf+WaYJPr7ivOv2xoLjWPgbJcQWqKljq0MkqoTuGQybmz16gfga7p5baBWhtUmcBywd1zgdu3FZ3xo0K51/9n/xRbTrE00VkJ441bccIc5479K0oS5K0JeaOfMYKpg6kV2f5Hw7Fw2Pevp6P4xW3w9/Zr0XxJb3StqktqbLSbdiMtKmVMpHdIwAfdio7mvmSxjEl4kZ/ibFWJ7m4umWJ53eOEFYUZyQgznAHbk5/Gvoq9CNeS5tk7n5/hsZUwfO4byVvTbUZLLc3dy93dzNLLK5eWR2yWYnJJPqTV3TnntZkmXKkEMhx6Vs/C/4dap4+8X2Phyzg3Pd3KRRr6lmx+VexfthfsvRfAvS9B1rSLyS4s721w7vFtMcwYhl9wRgj2PtROvTjVVPqznjQqzpSqJaLc0f2ivi3qPxcbQNdu9Fe3hsvD9rZQuZDLvVU37iT0PzkYHYCu9/4J+adqV5q2vX2g2OnXF0qwolvrMoS3ZPKuXcMTj5isZC+rEdelc3+z38OPAPxT+Al14h8TeKVsbrTyLOVJUXHyHejhjnB2ttJ4ACj2r1HQvgRoPhH4c6Zc/Cr4qJq11rV/HPqVpp9iHawihG9HkcE7ifMJ2LyADnqAfma1SEL0dmnbqfRYeFZ1I4qWt1fS13fTY+7fiD8L7r4jfst+EPjZY/AA+ErXw1dyw+IJdFujNp135ixKl1sjjEYkdmAO3BC4JGADXxt8ZbO4tfFa6pomkS3DXbeRprYO2UpkuRkZIAxz75zX2n8LP25PgtY/DST4Ox/B7xb4g8QajNa2mjeH77xCY9F1Bmi2MshygWFiBJtIYZUDPJr50/as8LW994xfTviTrUUmo6OjwRx6BcsllbeY4YxWwjG1Yk3BOMhsZ3MMV4uHXs63vrv93/AA57+KjhqlNST5rW9Pn569v0PMPhP40+DmgavawT/EjxfD4uvbkQSW1vYw/YFk3FViXduJXnBfgkdAKp/Fe8l0tfFs9swL2ul3TQ5GQjfaFUHB74NZS+HvBfg7xxbXt/ELnUbI/aLMzTPlnC7kztwG5weefWpPF11ceKvhv4r8U3S2NvMbNYZYPtn71vMlR96xnJKjoTniu2ynVUo7HkZhWUqahHdJ/l+ZwvwpuJvEmmTXGsu77bkBGjUJkbee1e7aDoPhv/AIQGfWLm9kthZwpENx3bi6N90BeeQowSDlh2yR478AfBviDxBZJp2h2kt1Nc3zrb21uuZJcKuSB0CjPLHCj1zxX218J/2c7LS/CkUXjLULU6oNksUELbobVkKsAckCRvlAL4B6hcAkHGvVhSneTNMjwdWvh07X01ZwfwB/ZK1DxTBF4n+I1rNZ6OcSR6Q+VnvcdDP0Maf9Mx8x745B+ik0yw0yztrDTrOK2jt4/Ljgt49qIg4AUDgAcYA7CsjxP8UdG+HFlZ3fxDf+yhdMyQFgXR2XAOGQEdx1xmuT+NH7UHhL4N+EpPGWo6fNqUmSsVlC6Q/MBwHaUrtyewBbrgGvNnLE4isn06H29J5XlmCk07W1b8vzPHv+Cpfj/w34T+Fmi+EfNjuNT1PVxMkJI8xII1be4/u/MyDPfn0NfNnwZ/Zp1T49+AZ/HGjeKY7TytTNklpdwZZ2VVYsGDYxhx+VcF8ePih45/aD+JV/8AEnxU1rHJdNstLJL6Py7SAfdiTc3QevcknvX0p+wl4j8O+E/hCNK13xNpMF0uvyzyWkuq24fYUiCnaX5yVPPbFe2oTwmESi/ePzH6zhOIuI5SrR/dWstbbbP83Y87+KHwgf8AZ4+Gmowx6lYarNq5NrczS2LbolyuAu44UhsnpnIXmvn55ZQ2zeQM1+gv7UXhzwT468LLpXjq9OlQaw0i6RqvktIkUwQtCzCNT8jMqoW6DeCSByPg7xV4Q1jwprs+hapHG0tu2Ge3mWSNvdWUkEHrXZgq3taV5bnm8S5fDAYpRpL92kkvLrr67mal06R+WFVirEg45+lH2nc/75TmnJaSODmJh7kV0Hw/+HOv/EjxNaeFNBsWae7uEiWQqdkeT99m7ADn8K65OEVdnzkKbrTUIK7Y7xH4B8MatqK3sVk0YktYC6iYgl/KTcce7ZNFj8IvBYUzajLOgwcIk+Oe3ODXpPxj+COsfDfU5LqxS4v9IdtsepJH9xxwysB90gg/UYIri5oZkCBrWQoDu38kH/61cca0pRvGRriFisLiJQqKzT2/roYdx8F/Cqcf2hdjqQQ69P8Avmuk8P8AhLQPBvwm8SyadfXE0l1e2kY8xxtChZ/QdelPvNt8SgZo8jgB8E+w/wDr1b8X+Gtf8G/Du4svEGntAt99lukLN8zA+aFBHbjkfXPej2tSejZthJYipKb3SjK/3NHL/CP4S+M/jb4/074ceA9Pa51DUJwiKfuRr/FI5/hVRyT7V+vP7Lf7M/w8/ZT+HNv4A0ONNRvQfO1vVWUq11OVw2AOijoo7D3zXhn/AASO+D+jeEfg2/xbktIRq/iO8k23Uq4aG0hbaI1J6bnVmOOvy+le7/tK/F3xH8KPhJrnxA8LCFb6yWF7dZYg8bAzIpVh7qSOueeK8PH15163sY7X+9n6NwjkdHL8EsbVV5zV15R/zfX7hNV/Zv8AhP4lt9QuL25vrIyb3xa37ROT1+VhyD7j1r8cfip4Du4fF2o33h4yXsMt5M7hYsPGd5J+XJLD3/Ov12+AH7R/hn9o/wCHtz4j0+wNhf2SFNTsn3HyZSuRtfoytgkdx3Hr+Y2uvZ6nrd5PpieWr3cuLdmy8fzH8x7105bKtSlOMultDn4wp0qlKjKmt77fI8S0bQrrV757aK4gh8qJ5He6nWNcKMkZY8k9AByTX2R+xlqdrf8AwZu9N1bxJbadDZNHNuu7hY0MRAycsR/GjEe9fKWneB9WOotPrVlJBChziRSrv6AA/wA69Ek0C60v4Z2ojhdUltzLEGJOVjuGVuf+2p/KvXr2qLlTPlcrU6CqVXG9ov8AQ9V+JnxptPg344uYPBk8Goa9KnnR3G9Whst4JAbrvfDDjoCec9K8g8XeL/EnjCCfxX4o1yW5vywVnkOS5P3+nQAVg+Oy83jO9uG3BZpTMvGPlY5A/WmaRJHLcNFcO0kSMsjRA43rnDD261cKaSUnq+56Eq05NxT93t+pesvF9pp09x5uhsXuohBhZCVxuB3DPQ5A7+tel/s0eALPxf4lvNQ8Q6Qyz6JJb3tterOQykToNuwHDgrkn0CknivINRs7MagXt4ZEhaQmNS+fK5xg/wCe1e2fs1ePLHwOlz4SuLicTa3rNl5UtvMFDKizbkZipJGXUlQVzioxCtSdjTBqMsTFTV1c/SvRLq3l09NQ0+dJI5FVjMhBUqcEEH0PrWP+0n8PW+Kfw4tfD2n/AGaO8FxG0EsrEID1YZUE8qD27CvC/wBin44NrlnP8G9fv0SexYzaXJI3MttnJiBPdDggf3T/ALNfQM3jHTbHWNI0u3ikadp3klDMGwBE4H4HP6Gvj6lOdCr6H6jOpTq4STfVHgGqfC3xJ4O1TSptamtgL9SttItxu81mlAU+oyWXrjrXunwr8Aa/8KdW1LwD8SLEWF3HdwNcBJVl2Hy9wG5CVOQ4PB715f8AtDDUrdPDUuoHajWiBQRxgSxH+R/Wu3+DF+X8PsyQGRmmZsOfb/ClVm6lK73OPL2vrHoex6BqemPczWDXCv5hCQybtigHGDmv1Q+BaJH8EvB0cbhlXwrp4Vl6EfZo+RX452sM+qaisqq4SIE5L4BWv2E/Zzz/AMM9+BMjB/4Q3S+B2/0SKvouEklianovzPP4q1oU35v8jsqKKK+6PiAr+dX/AILcXaW3/BV34xMLVXdb7QtpZSf+Zd0uv6Kq/nL/AOC4pdv+CsnxgChvlvdCwQcAf8U7pdcGZf7uvX/M9PKVfFP0/wAj5fe8mjlTz4EWMcblclifYHgUut6nZ3VnBBE93JLHnzPPfgc/Kox1AHJOByTUCXExBS5mjVCc7UGf5fSmyNY7cmcyFjwAuK8KyPpFFJi287Q4eJ9mD/ERkcetaFoLFoHkvJGEirhIlXPmNkcEg/KMZ59sVkoHCt5UKkA5LMegq7Z3FmhBfUGJz9y2UKM/75FJ2LvZFmWGcyhXReF+RfLOB7DNNuXZ4ltHZhggyDGckd/b86bczQSACJgu44Ljr7/Wo1nJy+WI6AgjP61Ni0+axo2ESPcC3kZ2QwtuMg3LgAkYUdT/AJ7V5t+1Ss+p/CW7QvcyW6FSkToAscisG38DptBHXv1ru4rmYnEEpGThpM5Zvqf6VBrXho+PPB2u+EmQsLvS5hE5TkSKu4Ec+oq6UvZ1FLs0cmPpuvhpwT1aPhSNyuVH8XBrqPA+hpq8skYQllQEY7DIrmJomhnMTjBViCD612fwu1RNPvbvdj57F9ufWvpqzapNo/OYxUqiTPtb9jHw/pvww/Z31/4rzRKt3qOpR2WkOy87lOS49cbZPxIriP8AgpRpemeOfBfg3486XAq3Fx52l66I+guY8MrH03K+frmvRNasbzwf8FPAvw2c+V9j0UX95H0zPcHe36bRXA/HlrrVf2XNd0SOxVo4NTtr8tjPlMhMZI9MiTn6CvnqdS2LVTvK3y2/4J9hXwTeUuCW0b/Nas4Xwx488S+MP2Yo7DTdQWM+FbgRTosIMjwzOcEMFyPmJHJ78V9//sI+JH0fXPCvwZ0jw7o8Fxem6i8Ua7rMMd68NkIAqsIHQmIxKqsZEbK+WScc1+ev7BVlZeJPiFe+CtSTzrXULF0nidiIiu0srPgHAEixn8O3Wv1V/wCCaHwB0z4teL7rTbrxNa3NnrWmvb3mqLrEMGqWLT+ZtaGKOVioL8gso3fMvANebnXs6HPGW2/3nPkXPOUajb25fu/zVl9584/GDx7pHw71+60DwLommajbpfyR3txpErO8kO5tzRSuqEc4I+X65ya5O61gy3Npf2MEMayRs0YZcsQQh/HrXU/tUfDnwh8O/i1rHg7w/qs95aafdyW8ZbIICOyneGyQxIzj0I9a43w3B8PruCZ9X8Sz6bttSII4IGmkdwuAh4AAzxnJxXPaMqSlFN3PocXh2naC3f3WMFdDsITcXMempExu1aZvmBYAnCgE9SxAHTkjmvYPgv8ABbwt+0RYzzeMfDUWhWnhm82WEGl3SyNfq4DGSSUjcrZ4wFUjjDEc1594p0y6sZ7TwfLby+baBbzVBMctHIQQkPHHGSxHXIX0r2n9jFbY2OtsyOFM8Iwp6kg/4VjiKk6dBuL10/MnL8uoSq3qLd7ei/z/ABPZ/CfhTw34S0YaB4a0uCys4h8qQIBuPqT1JPUk8mtuxsbK5dVkmO07cgL/AF7U23tUtp44ZnK5QsuBkKfeuM+G/wC0v8LfGvii88GT6kumatYXkttPY35CFmRip8ts7WyRwOvtXkxjUqJyWvc+jk4U7R27HU/GjVvCfgT4e+IviBN4Wt59R0fwrfLFqbRDzTEIy2wE9iR+tfjb4z8YeIvH3iK78VeK9Ulubu6kLSO7HA9FA7ADgDtX7MfFPwnpvj34Ya74Uvbgi21SzFm8gPzKkpEZI/4CxNfKfi7/AIJl/CLW7lk0ua70ln+41tI2367XLV6eXYmhh4vnerPjuKclzPN5QWGa5Y6tN2u3/l5n5+SKWwVXjuafBcz2sqTQTNHIhDIyMQQR0IPrXvH7Xv7F3/DMPh/SvE1v47GrQ6tfPbwwNZ+W0W1dxJO457dq8FBUNyMtXu0qsK0FKDuj8txmBxWW4l0K6tNdLp/kdr498c+KPG8Glap4m1B7m7awCyzu2WkCsygse5woye9YEUj7xk8DtXvnwr/Y41v42/BXSPGXh3xDa299G7wm3vVcRvHuZs7lB5yfT15qa6/4JvfGyJPOh1jQWIBOwXco4H1jpLEYeHutpWPSrZJnOJarKm5KSTvve6R4DcSvgccn1r1H9mn4w+IfC+p3fgbVdeuV8O32n3cl3Cp3NCUtpW3xbj8rcYx0OeegrzXWNKk0rWrrSLqRDLaTvC+wnGVJU49uKt+GYUiuLyeS7EJTTLkqc/eJiYbfxzWk4xnCzPKwlerhMTGUHZp/8OijfeI9d1K/ae51m7YlyQXuGOKtJrviNQGXW7zCdP8ASW4/Ws1ADGMd+9TiO4e3UrIpDEgqDyMY5P5/pVO1jllUm9bm94e+NHxJ8Kzt/YniO5TcMedv/epyMlJD8yE4wSD0OK7D9q34l6SuoeF9b+Fup38cF7oENyZ724MtzFcF3MqlyMkiQsAfQA968uNvINoVDk16b8Y/2dPGUXgzQ5LWWCbUdL0m2a70pXHnKlyWlDD/AHdyqR6n2NZWpxmmezldXG1qFanSu0kvVa9PVX+4w9J/bk/a20jabX46663HHnziXj/gYNYnjr9pr44/EyaN/HnxAvdU8l3aBbrayx7sFtox8ucDp6Vkn4I/FxYormTwFqawyyGOKZrchGYHkBunHfmqUvw68e2kpEvgzU8Btu4WTkE+xxzVKnh07pK/yLniM5jDWdRL1kfWurftC+PNR/Yg8KaT4j1G3u4tStb6KeCWzRUeK2uYkgXEYXG0DtgnvmvOPglY+FPFN3dv4h0K3e6FsTo9rZJLvmnJ7gMflAHsMkZNel/CfRdOh+C3wv03xp4e8+zW21UX9pe2zlUL3o271wcA8EZA6Vx3w58b6D4GlupLfQbRL5b6YQ6l5WYguSFUAdAMcduma89e7Tkorq/zZ7OPrV4yoValS94RVnr9lO/4/ejMvvhL4lg1eGbUPCFtb2279+0t26OMjIHJwD7V1Hwx8G6b8b/2h9M8F+MvEr+HpLq5jlsrm3iEiyzxjiP5m43qBzkjKY7isvV/F2qeI7065e+dPbZ3yOLj5XfHXaDj8K5rxT4wmufEVndeHbmaK7sp0nsZouqSrggj0+YA49qcXUlpfp9x51LMPZVVzNyhdXT6r8D2P9r/AP4Jl+J/hdqz+K/hYzavp1yGe+gO1ZbaTJb5RkBkI9ORjvXhmlfC+aPR/JyDKY5WeJZVyGCsApB9cdenNfZXxY/au074qfsbaQ+jT7dd1a4+w65aO6r9naIAyjkj5X42+qtXzPcra3mjQ2i2bx3kZZn3NzIucdf6UYWvivZ8tXdO33H0uLhhI1b0uqv5a9jmbT4Sazqk8Nv4e8PXNzcom5444s7D6lugA/DpX0BoX7EWs6N4Z06W08XWsmsa1prpqUMzkJbFHEqqpAw5wjg4PUjGRzXjenIukyfbNQJQZwSg5OM4HXnnP5V9W/s1ftCP8TZdP8D6zolzbXFpYOby8S5zHd4KhZCOobGRjkHJNRjK1eNO8dlud2S08HUxHLU0l09fu/M83+GXw18b/BDx1Pcw+JlzLttphC7eQ5Y4DSDGW27sgAjHr2r1b/hamteC/EA0uSLT9TW8aJi1rHJCB5chO0EsTyeDUPj7SotW+PEOkzXk0dlNd2ybA2CV2qWIPIqPX/BtlJ44s9T06SY2yXQiPmvgq/mHI9u3515NSoqsk57tH0FSlUhU5b+7e3+ZPfeF/GXjHxrqnjnTPDO4RNuuLVZF3RbtvckZ+4ef5V0vwO+JzXz3PhnxRo1zFHb3DiLUQNybQxBjbHdTkAiuu8DWGn6RaeIJLXW5onuZY9rhsu43MCvIwO/PbNcb8PbHTLVZ1NqZATO8YEmNzl2OT6nnNc94zi4tbWOujCVGsuR6an0l+zdqvh//AIaT+H8EWrDyn8Y6WbbAI3sbqMAYx3PFfrhX4k/sjW99d/tRfDfy3Mgj8d6OzqMnYovYuv0FfttX2PCsFDD1F5r8j57iebnXpt9n+YUUUV9UfMBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQB/JD4avQvh2xjgs0y1jFuYgjGFHf+tW4dQkjuGadDE/WP7PJyPTJYHj2rH8NPN/YtnLGnJsYh+8ICn5BxzWj55eMC8uwCBgbVLY/pXyjXvM+1jFKI7W76yvtVa4sxcvEejzv85HHJ7Ak5PpzRBPKv7tZBhgOOAT/jUM/2M/u42LsOSen+NJGWG1nSJEPBeQ8VNlY0WiNdEsjDH9nYvcOxPl7CVjXAwcg8knPHbHvUYinLM2MsGyW24OPx5qO1urFV5vZZDjkBQiY+h5NJPLGJCyNsCgnanGfT6VNioyvoSSN9qu1kEjqEGE4zjnOM1ct2iS1muJPN/dSgpld75OenZR9c/Ss0TlVy7OuTnchA/A8U/wC0zeWSZNkYGdiDI/nz9aVrlN+6j64/4JUeIbp/FPxA8N6hdTStJbaZd2pnKgiMG5QqAAM4ymT7j2r7NXqB71+fv/BOfxLcaH8eLCJ1VU1eyutNlLnGAY/tKH3O622j/f8AwP6BL94V/InjLgpYXjepWf8Ay9hCS+S9n/7YXl2lOcOik7fO0vzb1LlrArIHI713NrKugadZW6qN5TfMMdj2/nXH6DCb2eGxXkyXAH4V02szGa/kfsp2qPYcV+SVNXY9ijHqct8S/DmlaldX+h6jaiew1S1dJom6SRSqQyn6gkV+OP7QXgT4i+GP2oNN8Ka5qRd7fUriIm3gEeZLUFhKSFAKsAkg9FYZr9nvGW6VLOZlwFjKA+uDn+tfnf8AtkeA9Lb9qDxZq1/eS2xlg0y9trsxgmEzWwspliDEKxdYkByw7+ma/dfAvNKlHNsTgm/cnT5v+3oyUdPVTbfflXkfMcRYbmlBrdu2nXRy19Eml5yO++GHibw/8Svgn468Oy6H4Z0Dwj4e0nT2szebZprq8A2tD9sWIyRlx84iYEEwn3I+d/EPxWSbX18MWvhi3GkyYWCfTxsVZt2P3meXBGOw+b8Qftf4F/so+FPHf7GXizVfFuv2sFpowfVrW+0HWUuJNQ8ssjJdJDI6nDFTgEbGB7NkfBHiuw0LTPEExknluY4rpj5ySYU4b7ykDOO9f0ThZUqs6ij0Z0xpKeHjN/F/WnpZ2JdYme5g1Cxe1heOVF8yJEOcBVI6Vk6VZafokttdR+Gre7jjt38vTpbpoVnbJY7nwxVQSoJwfvKMc5rpNF8PeE9bsYLHRPEdzLq810Aum20B8sRBSXkaRgMbVBYg9geaydVlj1PWLjVI4i1nbL9js3bOZFRjukPuzZ56YVa3jdbnmxwPtKsfaK33f1/SPdvhD+zZ8P8Ax3Yab8dPG2iRx6jqluskugRbBaWzKMBPlyZVGO7FTx8te6WlrZW9rDFFGsMcQCxxRrgKo9hXD/s320U/wn0W3CsXaJyvzcD5yP6V1/jHxPaeA/CGreLry0luV0q2aeaCIDdJGoy20nuACfwrxq06tWs1J310PqcPQoYaguRW0u3382dBommWUtyJZLg7kBK4XA45x714L/wUl+I1p8H/ANne8vPh7oMGkan4g8RxxzXdrGFdpGhcvKT/AHtqnB7Zr1X4RfG74Y/FvTP7Q8I+I4pJMDdaN8k8Z/2kPOPcZHvWT+0z8DPCfxz8OaL4b8XQia2t7qW8EI3HzGVPLUHaQR/rSeCOQKujajiF7TZbnNmNKvisBOGHdpSVk/XS9z8f55ZJ5TcXU7vI7Eszkkkmoirb8hcelfeHiH/glt8ONZldtC8U32kyKeF/1yKT7Nzj8a+U/wBp74Dz/s5fFOX4azeI01Vo7KK4N4tv5YIkBIXGT0Ar6Shi6FeVoPU/G8z4dzTKafta8Vy3tdPr+f4HJeCvGPiTwT4ltfEPhXVJbW8gkGySNyMg8FW9VI4IPBrR8aand6n4qv7q4JybpyV7ZzzXP6VGLjUYLeMYLzqM+mSBX1X4n/4J6+M/EjweJvB3ifTmj1C2SeeDUDJG8cjckDarZHPrW86tKk05u1znweBzDMcLKGHi5KLTt631t8j5ltpHDEk5J6ZPSlllkWT5GwQeo6ivZ/iD+wr8Wfhl4Vv/ABtrGp6NNZ6dAZbgW9zIXx6AFBk14xHCrksrAnNXCpTqK8XdHHi8FisBUUa8HFvXU9YsPjf4q1z9nXV/DnifxJdyT6Ve2UWhzJJiQhzMWR3zkqqhiO+SBnAryq11nWpLjz21i63n+I3DZP45q8Y44fBc2bsBpNUhBgB6gRyfN+uKze4K8Y6GlGMY3t1DE4qvXjDnleyt+Lt/kaK+JPEtv++/t28Ge/2lv8a7z4IfHXV7TxxpHh74jeINTXwxcXqxax/Ztx5MzxNhcs6jMgU4ba2eMgYzXm80M7EKzqwAB+Q8cgHH4dPwrY+HHgrWPHnxB0jwbokWbjUL+KGMseEywyxPoBkn2FROMHF3M8JXxFPER9m7yutO+uxpfFX4x+PfAnxy1y++HPiy70iW11S4SC6sJikhUu38Q5xg496tWf7d/wC1zZ2z2SfHDWWRkKt5rozcjHUrkH8ah+OvwM8Y/wDCZ3Hifw3Cuq2upzTSk2ZBa3dXKtG49QMH8a466+CnxY06R01PwHqcDJGJGSa2ZSVPQgHrntiq5cPUS5kn6nv4mWcUsTPkc0rt6Xt+Gmxpj9on4wX/AI4tviBqXjCa81mC5jmjvryFJW8xMbCd6kNjAxkdq+kv28/jHr3iLxZbeGtdFpfLppjW2Fzb4MbSW0DyEFCM7nOec4xxivlGw8A+OYL+FJ/BuppmRfvWMnTI9q+x/wBoaw8PTal48n1bSLaW6SK3fSLy6gLeWVit1by2IK7sZHXriuatGmq8bLZP9DrwNXH1suxEalSSfuvVvopPr3t+R5x4H8H6B4l+Hry6L4ZW71+S5IuobXzfLggyNuTuwGOMnJJwRwKg8M+DfE3gnXpPEFz4as4JIELWai7cltwKtlSwJ4Jxj9a2/DPxX0vwz4aXSfDmkQ6W8sKJckp883GCVY8DP58/jWWniGa1uzqmuwy7JMCFnnLhV54HJxn2rncql32OGWMlHlcZ6rtseh/sXfsw+DP2oNb8Q6fr/jW4sLy1sWtZ9GWBT5lu7FklDMeqkBenBUHocV53+0R+wl8QPgN4pubWO1+36As5NnqiMBmNj8okXOVYdMdDjiovg58btT+FHxosfilpK3Dw2kgi1eGM5M1oSA4z3IABH+0or6D/AG+/jDpnxH8S6Hpvgm9F7pNtpkd550cqjzZJl3AjBycLgexJo9riqeKXK/dl+Fj38FVweLyznkvfi9bdW+r8n+aZ8tTfDFhFGIf36JLGhMcqkYw/zfn2681teBP2f/FXjjxTBp3hvTJILa4uVjl1OaPZFAnU8n73AJ4yeMYJq94igttQuDc6PbFFC7JI8/dYDn/9ferngrxdd/DjXbXXtPGby2nWSKEHCvz8wb0BGRXRKrU5dNx0/Y+1XOtD1fxD+xNqulJd+GvCPi+zmsdPuTMLi5ZldzKilsrt4AaJ+enIrX+Aum+MPh7p0vgyTxNCLeQvcoL9XeCMA9ERcEZLZOSenQV7B8D/AIraX8ZtIvPEB0e70+OC4EcNnNcBxHhFyqkYyucnJAPPeuA+GWi2eq63rFz4hvbhltdPkkVIyQyszqOmOcLzXhzr1ZxlGp0sfbuhTjRjLDv3Xt0VvzN7wp8YtbjvJ/CTaBBetbwXMQmgZot3mHcX2knOMcc9KwrXwp408G+FJ/GaaSTaTB5I76J0HllQFzgnIwVNafgfwZBYeM9RkubmVYp7WZ45BL8xQ8D8SMV6H4u0/T4fgfHoC6q7R+TKJrVW+ViZeCSR3yePeudyhGaSW9hQpc1Pne5c+D/xE0rxdoltP4l0yfSrpF2MkqFkkf8AvqfQ/wBa+zf+CTWoaZdftE69BFqAe4XwbOPK5+4Lu0GfzIH418J6bHaxeGX8i3YTiZf3gfhF9hX17/wRatrs/tN6/euS8R8CXS+YAcbvttl6/Q115TTj/atOS7m+Z1an9l1IvXQ/Teiiiv00/OgooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooA+Pv+C9riP/glH8TnZQwF74b4P/YxaZX895vpChS1sY8ITtBJXJPv/kV/Qd/wXzYp/wAEn/iewBJ+2eG+n/YxaZX88cElzCg8navz5zIwyPcV4uZ/xl6fqfQ5Qr0Jev6I0tJ1a0tJN1+9wqjImW0YYYYOF555OMnPTNZiyK87vtfk53F85Pfr171O0kEpHnXmGPJxGef5VXlNszbrdS2Djk9f8/WvNsj14qxdtp2dhFM4KAnIBAAyauzRwAsumSGQKg8yZoiCWI5UAZ4zxnv14rKhYJIftMkUA6j5NzfgO9X4rmyMexZpJTz/AK4rgn2Xt+Oallc1mOiDwASsuEC4O0beabbgvJLcPLLufJPljaSPXJ/nUDTAMSkh+ZsBc8AU77RtIBBJ4+QkbWPrgdaVjRPqabStBbQyW80sVxNEVWSGMEqcnBLHOffA/GvjL9ou1e3+LWpyyRurzMrymQYLPtCs3TuQT+NfXj3FzhS8rOxOEXGf68V4F+3R4Q/s7xXonjKOPaur6XiQAceZEdp/HBFd+XS5MRbuj57P6bnhVNdGeJWY8+YF69q+AnwsXxj8SfD3hqO2LnUr6BAmM5TILn/vkGvE7Btr5r7C/YJD3XxMHxAjiDR+FPCkt2GA6Tspjj/Un8q9HHTlTpXR8vgKKrYpRfkfU+reI/COv+PdX/Z8vBCdE1GybSI3GAEvBF5YlB95BjHTBr89Pg/4n1H4E/tCf6SnlvZahNZXaOqnAYtG3DAjjJ6ivpqyv7tPFEWoyS75jdiUS7uVbO4HPrmvmr9rUT2/7SXiHWpbRbZ7+/W+EUa4A80CTI/EmvLwUYylKk9pI97PaU6VKniI7p2/VfkfSP7OsVz4Z/aR1fWvH9sNW0/R7i3M1t5xtYZ45N0qLu2/L8yI3Q5CntmvsT4p+ItP8Ufs2+Dfix8QLTwrbag1zeQ6XokFosMhtFc+VMTFEFuxyY2kJU5ix6gfOXwH8JaP4l8J+GdXm12OxuNU079817dRQpdfZwyRGaSZ4xHGI5AuQTkE98Y+2P20f2XPCXhr9lDwp8Wta1pLHV/IbSl0vTb83FghRS5eIhiqu6lQRkhzhs88fO4upTWJhGW97fdoetk1L3JKWqev36r7l+p8WQ/Eq88YajPZ6n4dS2mt3P2R0wIHg3AKVTnaRnB9eOOued123h1vSLO11Cxinijf5NqsAuRyMg0iQ+H7e/Md15i+Yu1ZZZDjGQcEKpz+XaumGl+EbSFvEmheIb7ULLTbATak32fykjmJOyFc4LlsHBAzweK1nHll7qNMRhZOXKldJW6f1oY/hO+k8Pa8v2HwPYarcXd/HFi7utq2Uch2l1Q4EjhCGCllABU5J4r6d+F37K3wt+D19/aum251K/dhIl1eqh8onn5EAAQ89eWx1Jr5e0OC4XVre71KALc3d8LiQJkBWZ87R7L0A9AK+59HtI5rcPDuBiiG9mb0GOK4MdVqQUYxdk7389j08rwGGpx5mrtW36X3+ZOsMDSndMMsvXsK2dK0zRhZzvf2YvYpkMVxaSp8sqMuCCOnTI/GuC+Knxm8J/BbS9K1rxZBcGx1C9NrJcRRhvs77SwLDqQdp6enSut8H+MfCPjfQotY8Ka/bXsMygh7WQEAejdwfUHmuD2clFStoes5RcnG+p8O/wDBWj4n3GieJfDvwW8E266TpMfh6OW6tLNdiMnmSCOPj+EbSSO5x6V8WkKCVJJPvX6pftMfshfDr44/EG88T+KrNp7mKzt7OLy2ceSqgyFgykYJMp4OfuivDdY/4JQ+F9YYyeFPiXdac7/dju7YTL+m0/rXu4TG4WlQUJOz6n5pn3DOd5hjp4imlKL2V7NJeunnufDihkJJGK674XePfFPh3+0dB0vVJFsNRsZRfWpf5H2oWVsf3gR164yKwPFGjHw54k1Hw+0/mrYXstv5u3G/Y5XdjtnFdZ+zj4Oj+IHxY07whJMYor5ZIZJFGSFZCpIwfQ168nHlu9j4jBxrrGRp03aTdvv0scyZ55GMrsSx71PBI3l7c9uTmvozWP8Agmv8UU1GWHQ/FGiz2vmN5Ms8sqSbM8bgEIBx6E15v8bf2X/H/wAAtKtNT8Y3unSw385it2s52c5AyScqMVEMRQqNRjLU2xOSZrhabqVqTUVu+h59pet6voWpRaxomoTWlzA4eGe3kKMpHcEV6Z8e/jFr3jzwh4S1u+1y6Gr3Wnztqot38uNgtxIiMAv8TYYnoOmK8uS3BTKEH8a0fEixRxaTAl4JQumA4H8BMsh2/r+tXKMZST7HLRxValQqU4v3WldfNalTT9Y1yJS0GsXSMT/DcMP61cj8X+K9KZZLbXrxXU5UfaGIz9M4NZ9ujPOqK6puYAljwPc0phmkbfKCSR603a5xupNO9z2r4JfGhvFeheKNA+Jes6g11B4anl8MwwT+XarOkZEitCo25ZCzZ4+ZeeTXknhX9pL43+BLm5PgD4kapo0VxJulg0+4KI2M4yBwSM9TXW/AD4f6p4t1LW9XSVILPSdEme7uZThU83EKj83z9FNcj4h/Z3+Kej+J7jw5pHhu41XZcGO2udNTzFuVI3Kygc8rzjFZxVFXiz6KlUzOrl9OpDm0ctVe/Te2vdfKx09x+3h+1vd2Asbj426wYw2QQyK3QjG4KCRzXU/sC/Gb4gWH7T2i20GtAQ6otxFqObaMtLCIXlK5K5XLIpJGDxXjNz8JPiXZQ+ZceCtRB3lAgtmLZHX5RyPrXqX7DnhTxNpP7S2hXmseHr20hhhvS009q6Kp+yTAZJAxyQKivChHDz5Utmb4HE5ssxoqpOduaO7l3XcvfG34pat8R/idNr2t2GnXl7dQxGe5lgZC5EYAztYAADA4x0rqdf8AhrpWraDYyfDjwp9stBaA3N5I0qxvPgB9pzyM9ABj3NO8eW3hPTfDPhTULrwpbNfR3rpq8bQFbi5QIjKGLAZUZ6jI6fSrmqfFtr7R4/DXh+CO1t1B8qxg/duGB43EkE9eMcVzVHJKKgrWNMTWqUcTVU6l76+eutvxszl4tJ8QeCPBeoWM+iW0M94QLkQXLOYzGxKMBnjBPI5z7V7v8FP+CfHgX9o79mqXxjo/xKne6urmW5ghe1UCwu9u1oW+Yll3BckYyACPfw688TpoumTxX8cq3ZG4s0pYsd3XJ9u1epf8E5v2g7T4XfFU+CfFF9Jb+HfE8xWGZzhLe9A+UnsAy4U+4WsqssR7FypuzWvqdGUYylVxkaOI95NNK/Rv/P8AM8P8UfsxeP8A4YeMP7D8faOtkUZvLl85THJt/usCcg8DJx15pG+GxS6EtxbtIjQEhwwYBt78YHXsa9h+PPxB/wCE/wDjrq/i29tGl083bw2qB1JSBMquQD7Zx3Jrzu90xprkvbJmCQ5Unn5SOnH411Qr1ZRXPvY7qkaMJuNNXXnudJ+z5+yLrfxP197HxNLNoeiLavJLdTRYkuCQcBUwW7HnGBjryAey8X/smeMF0eLXn8QWHkiCOFY45GdjsAhz0HJKZwcEZGax/gV8cf8AhTfij7V/Y0up2s0RTULNJ9hBH3GQnIJU57dyK+ofEOtJ4p+Ar+JoHulu7yyhcGR8sMumSeeDyelefi8RiKdVdmfTZNRwdXDvkdprf9Olv61OD8Ha34wtvAx07UvE1vK2mReRnUI3muJSF3EhlKr0wOnQdTW1qPxP1n4m+B7zTj4cii869ika5SUlUKgALtPQEL6nmqXhDwvpd/8ADWW9nvbh727vpooGR8KdsQCg8cZOa1Phz4OtLfwrNp95cOrx6ko2CThyFyc47V5snTbba6nfClOc3Gp2/r8DMmPjr4KT6XDqPhaRmWVI/JSVcXS7OUBUk5wCR9K928L+KfDmsaT/AGnHJLa3TRh/s1zGQ6DuCRxkVyHxyhstQ8R6XINSe7WCVzAGOFj/AHWOO/c8+9VtR8iO3s/sCGFTb/vHZ87z3HFYzUasE+p6OFlOk5JPQ/VD/gk3dafefs4atJp955wHjO5Ep5+V/stoSOfYg/jX09XyN/wRitbq1/Zb1wXSEF/Hl0yEj7y/YrLn9DX1zX6Vk6tllJeR8HmzbzGq33CiiivSPOCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACvyJ/4OlZY4/EXwC8yEODZeLsAg/39Dr9dq/IL/g6kJ/tz4BIFY7rPxdnb/v6HXLjf92l/XU7MvV8ZD+uh+VM99cyR+YlpEA2CcsRgD2H0qVtWsf7KmtZJbstIF8pA4Ef+03HI4wAOepzVKO4u4iP3iKoTBOQWx6cZoZrLlnuiQowVEf8AjXztlY+q5UiK2fCZVSrYPD4P6da0tPe3urhRqF0UjJG6UDcVXvgZGTjtWYoUyf6PDu3Djcc/j2qxaSwIALi9WJsYKwx7m/8AsaTsaXsi9KjPGGgjCxM3ClCc+5oMkltEynKl/uEenpgZ60klzaNHmPc2B1lYMwH1FV1lIIjWQvgAsWqbFKXMizap5EKBHlbDjgNtUHuD7e1N8ZM8ejahYWL3GxY2NxFFAFWZMHcmCCef8iokuWDZjZt3q5BKfTHSrOm3Ev8AasKyZlyw83cvGDxihKzuTWSnFxbsfBl/CdP1Sa3XI8mZlGevBIrQ8LWSX2pwwOud0gGPWtr9oHwcfAvxi1/w2AQsOoO0eR/A/wA47+jVkeC7tbLXbO5folwu786+pUuejzLqj8yq03Cq4Po7fifWn/BO74Y6Rc/Fy58Va9CDY+GtKlvr1mHTA4GexKhgPcivUP2jrqy+P37LPirT7qGM6x4WZNU00oOWtA+yRMei7wR9TXMfs0R3fh79nbxV4riHlyeKfECWEMg4zBACzfhvwK0/A91cRS6np0Fosxv9HubGRGGRIs0TIQR35OfwFfOVqj9u59Vb/gn2ODwSqZf7NL4k/wAdv8z5/wD2QPGmsNZa/wDCjS7uOKTWrTzbV5YQ4EsQYgY2k8gt0r6Y/YZ8bXvw48C3Piybw7a6nrupyMNCl1e5QRW9wbkI0nlSKyTAiNBtIGdpwetfFXwbu7rw78X9N+zySxzx6jtTyshhIG+Uf99AV+oH7Lnwj0u++M2n6N4au9Hl+yajGbbQ9X1CGC3RGDT4TdKkk0g3sxQL/E3sKzzn2dKUpNaSV/uPKyVVKk4tN+62v/Av6f3o3f219U0T4d/Ei71fTofDd94hvtOt7i5gtLIxCyuWiBNu1vsVYGjc7NoYjA6DJFeBzeL28V6Q2sSaQbSdpFF1HdPvKybkyAfTJyPbHJr6Y/4Kk/s8+A/gp8VEh0HxRqF5Nq9vFqVxHd3RmkXzgSqrI3Dog+UMB0Kg+3yp4eh8HvepaarqD2EazbppyGkIBx8yqFwTxjqK8fD8lTCxlG7Pr8VQTjeC3t/ncg1jTotV1/8AtG40tJLk2xEcgDDJ2lRjnHeuu+C/g7TfiprMPwavPDNpBpupWbSXniWKdZbgtEcoiRvwiMOd3zZwMqKzfEFhaaLotxP4evru7j1meS00e5uo/LMkPIkuAmcrtwwGeNw61037MdtBa/F/T7dYinkwSA7eMAIf8KdScoUW1vZ2ObCZfSnXvU8l01vv+H4H0R8LPg34B+ENiNK8IaYiuV2zX8xDzSfVsdPRRgDsBXYWttbOdnnkYbn5ck0y3tY47VbpAwjdgMdSfwrkvFH7RXw58A/E5fhn4xu2sJp7WOezv7hR5EquSMFh9wgqRzx7140VVrSvq2fT2pUIKKskejzaH4Sm0u2tNc8O2+qRJcxXMC3Ue4QSo3ysM9wf51+UH7dPxb1/4nftGeJ7O4vZV0zStbubawswcKmyQq7YHGSwPPpgdq/WXSZ9K1kwy6bfRz28ikiRHBRhjqCOCPpXyZ8QP+CfXwl8c3114lvYLhLvU7ua8ub2GR0YvNIZCvUqQN2OnQCu3L69LD1HKp8j5ribK8fmuFjRwrS1u7u17bL9T85mAKkIMkUis0Y5OK+tfjr/AME1tO+GHw01v4maH8TJZYNFsjcSWFzZAvJyBgOCAOSO1fJfp5g5r6GhXpV480HdH5NmOV43Kayp4mNm1dap6fI7O0+IHi3UfhgfCmoapLPZWF6n2BJHyYd4Ysoz0XjOOgOa58PL0yc55Ner/spfAGT4/aR4h0GLVxYy26RzW0joSvmAMAGx0B3H1+ldncf8E2/jMQzQ694fIXoRczDcfxjqnXw9KTi2kzq/sjNsdQp14Qc4tWvvs2rHz88p8rIHA6e9bnwx+KPjP4W+Jotf8Jaq8DnKXEBJMc8ZGCrL0PB69R1GKn+L3wm8RfBrxcfAvi2a1a7jhSVjayFlw2cckD0rn7K0WS9hjeVURpVBcn7oz1rT3JQvumeVbEYLEW1jOL9Gmjsf2jvGFxqvxg11dF1y+ezF8yqsk5A3/wAeApwBv3AewFcnbaxr6wiKHWrsKRyouGx/OjxJIsvifU5BP5ub6b95/e+c81Xt1mKOYpFG0ZAJ5PIGB+efwpJKMEhYqvUq15zb1bf5mtpnxK8beHL1LvTdamd0YEx3GJUPOcFXyCK9J8Y/Fuz8TfsvLr95q+pXXiy38QC31VtQvGmjMJjcwPGD90fM4I9UHrXj5t5ApJU59c16b4P+BniHxn8C7i8W/t7Q6xqzLpaXL4+0PbRFio9NzSbQfUH0qJKmmpPSx35PVxc60qVLW8X+Wj++y+djkPCf7XX7S3gzTotL8MfGTW7Szt8iC0jucxR5OcBSCAM9qs+MP2yv2l/HmmPonjD4sale2cyKs1tJsEcmG3DcoUAnP8hXLp8Efi3LFLNb+AtSljgQPM8MBdUUnAJK5wM8VWvPhb8RLBwk/gzUSdoZvLtWcAe5UHFVyYdyvZX+R0OtnUI2UqiXrI+nv2G/2hfiT4Z+D/j9INeRLfTpNOktF+xxnbLPP5cjE7ctlFA5Jx2rzLwdqXhzxR4+ji8T6Tp8Glvff6ZJAsiuEyThfmPzHgDg9eldX+yL4e1vTPg98QY9T0O7gkmvdEEcUtu6tIq3Dltoxk4GDxWp4pv/AAD4X+Ldxe6d4Nsnsm0y3ktoLSDatvKUBZmBAO4kc8Z5H0rido1KnKuv6I9WvVxUssw1SpUel7p3d7yl/lb7jO8efCjXLm8muvDfgWNLTd/ojXcsseYgBg4LZ6dziqfiWOOzsNI8Ia4osdMjkaKe9tmMxhjlP7xuvzbWIbHBO3HvW/4s+JOs+N5DHZz+YsalQLWXykSPGcbQc/XP41y/jTxXpzaONJSJ03FkkTOcc8ZB68jrUU5VLq558sdOE24ybXW+zXb0Pon46/8ABLZL34UaV4++GHjI61qttp0IVbhUjS+t1X7wIPD4K4ycELj3r5asvgvrvhu+vdL8S2Zs72H921vLIquMg89SOnbrzX19+xd+1jaaL+zx4k8AeMryT+1/C+lmXQkmI/0q2YbYlG7qUYgH/Z218+fbRePqEniCBnuLuTctz5gYeYzEk55GSec0sPVxcHKnN3S2Z9PX+o1KdOtRVuZbdP8Ah+nyOOb4XTytPaRabNLcPdMIVij8wyDceQF9eK9l+DH7HuuXng6b4j+J9UXTb7Tb+GTStHmb7yq2HLkAhPlDAZxyMnAxnzaLTriCczTqFWPkMeo685/M17f+zj+0e3hmFPhzLot1cQ3WoRJYahDOFaAM48xGU/wtz0IIyfWrxNWt7L3DXLI4SWKSr6Lp69P6+8yLv9mfx18MfF9jrJ8VRrPbTGRJdMlIkULwcMVIAI4zg5B6V7C/xN8S+HbTT/Gk95pl47EObRLeTeu9WUbmLY4B7DtWp+0miRafo7adcyxqWmeZiSQThMD8zWT4y8BaXL4a0+w0q4uGnjsbea58yT5WBQliOAD8xxXjTq+2jFzPq8RSqUpWi7om8RjxN8YZfD9tpfhxYpYLYCGMzhvtARgxO5sYPyHg1a8E+O/EHgbx8PCuveFbp4ZIFE8cLAtbMSQJQAcEHBBB9K7D4T6JpdnrOg6jLqTxtDpxBZpCRHlHwRx1/wAay9WtbKX4nXmoXM0lw0qwLNM7AMwAJxx0HJ47ZrnTg7xtpY2p0nSqRlB2bf6HqMWs+Gjp0ctnqgCOSs/yMpU/lX68fs5SW837PXgOW0m8yJvBmlmKT+8ptIsH8RX4h30csury29kpjVpcRQZJ/Kv2y/ZXilg/Zg+HEEy7XTwFo6uD2Isoc19HwrBQxFT0X5nmcTVJToU0+7/I72iiivtz40K/nH/4LjOR/wAFZfjKMZxd6Fxj/qXNL5zX9HFfzmf8FxoEn/4Ku/GNbcsZvt2g7kyMEf8ACOaXz0z+tcGY/wC7r1PUyn/en6fqj5MjUMhQTEDPapRaRqgIiOR0wOn61KhtXATyjGwOBsbIJ9ea1YfCOrzql1M6xLIMxCRsM3Qg49OeteG7H0aepkmGRIsOyhSRyDyPqaYifZjviCszH7xGSa2NV0H7HaOy6lFIR1EGev4ism4t5UKx2pY5+8yqM/X2pKzG2kWY40ZCZEAyfvKf0qKZhBH5nnlR/CCfm/LvUcsVtaDL3JUfxKzB2B9AB/WkWV5ZB5I53ZLN976ADpSWpeqRJbXks4wN2cYOR1/E9K3fBdzEmt26s5O6YB0yMEHj+tYyXF5cM6DdgcFlXPH41e0IrFdiSRigTGOOrZ4HFNrQzcj4j+KGiv4e+I2u6JJHt+y6tcR7fQCQ4/StH4O6R/wkfxE0fw2WwuoahFbMfZ3ArT/assV079oLxRAsZVW1HzAuc/eRW/rXP/C3xUPBnjzRvFbJuGnanBcso/iCOGI/SvpE3PDJrqv0PzqrGNLFtPZS/Jn6WftY+HotF8Q6XLDp5gRtAtEO587tqBWIHbn5f+AmvLNVtU1P4S+J9KlAWOXQrsqCepWJmXP/AAICuj+J/wAfdN/aDstH8aadb/Z7R9Ehjt4s5CFd29ffDkj8K5q4+b4b+Igi5EOiXUkrnsvksP5/zr5SEZxiubdM/Rm6VTDPl1Ti/wAUeGfsExxah8Xrnw+1jJdS6hpE0NvaRMQ0z5BCrjqxxwDwTivr79nfxN42T4wzy+GrLWNB1NdMPk33hPU1t5JrSATRsZoh/rXdVCPu2njPGc18ff8ABP2fRLX9omym8Q2azW4027CqwJxIYiEbA5JDYOBX6IfswfBWC6+APivxhp+r6fpWzVDFFfXEJM8UkCCRUhfK+VktysnY4GSOd85lGFZ36pfifLZHRlXhCMXb3pX+SX+bPJfE1h4oh8RalDfakLWHUFAu4ncGU4Ibrg4yR07gCsaODSdL1FrqCNZEgfcgfO4ehyCBn860/GNvJpN7uTWBe+XERcTy53eYqjOfX6/Wud1a9lggElkGfeiNIsS5zk9a8pTlJH26hTg7PcsRxrfTPcwPcq0speSQuSzMerMT1PT8ABwBX0r+zTpmmNFqWoeGWhhspDECkc+5lcRjJbk7SW398YxXyxNZavqOx7d2/dqPMSWTAXNey/A6PVdB8Nxbo5IJi7mGaGYxs6MEycjnGV7+lZYiClSepcW4SSS69uyfX5/l2Pquw02aWMQ/ZTIz5Ky8nP0xxXwD+2d4WuvAP7SmstBCYYdRSK+j42j5lw5/77VjX0dY+OPEWkTbLfxBqAIPVL2QZ5zzziqPi97L4gozeMphqU0lqYC94wlKREHK7mGQOTwD3Nc+Ebw1Vt6poeKi8RT5Vo0ePaJ8Wf2mbD4VC9h1++/sq3tHm0y5u5gpJBVQ0bN80wUkED5gP5fR3wG0r426Voser/Gz4lDWLmWIeVYx20W2IMM5aQKGc/kPc189fHGfxR8N/Bzv4O1+7h0zTbJjaWJnMttHLJIBIwVydpb5Rx1xzXkMH7ZX7Q9pshHjmVkUbVQoCAMdK7a2GWIpr2dkn5a/8A8N5zDLa/JiVJy8np662ue2/wDBXyZm8A+CY1Kqj6pdMnBBbEaAn9a+DZInDDB+te6/ET9ob4g/GKytNN+Jz2WtxWbubRby3JMWQAdpBGOgrk/M8KFB5ngbTAwbBCGUZ5/367cGvq9FQfQ+JzunHN8zliqcrJ20d+iS6XPs79iaJIf2cvDySsUDxyPnODzI3Nex+cLGJTcthpAfJLHGR2NfEd1+1Z4/+G3hC303wjo1hDb2WlLJb20UGFHy5xj0rlpf+Cq3xcuIwmo+D9HnIUKMmRcAfSuSWX4jEVJShtc+ww2e5bgsNChJu8Ult2VjzPxu6/8ACX6rMW3M+oznI/66NUOgfaJ3u47e2aU/YZiwVC21dvLcdgMnNUPEnxs8E6/qUupp8MDZPO5eSO11d9m48kgOrHqfWuy+APx88JeCNevvFGgfC0393p+lSyvDqV550MkZKI4ZQi8bWI/GvalTqxp/CfmUcC5Yi8pq199dvSxxAMm4AvxnirbbvIBjfBA6mrfiv4o/DrX5XutI+FR0eWRyxjstYdohnnhZEYgDsAapaPrmgai+b23ltYVUkvJLvLkdhhRz+FJwna7VjjqYOfNaMk/v/VIu+GdSt49es7jUI3MMV1G8+xdxKBgWwO/ANfRHjzV/E/jXVD8Tru3gSLVRGsMkB58vy1eNSCSc+WVJ9GJryT4Uy/BLV7240bVNZ1TT728Qw2UwWN0ZicbdxI2Z6ZIIxnpmvZ7uDwF4U+H9lp2u3d9NqUMohttNsrlQI4VREaV2KEZJjIAGPXpXJWbT2Pr+FcLVo1JNtcrV9Hs1or/e7HP2twGVRKd2G+Ymp7u8bU2ERRQEOFI44roNO8AeHvEGgp4j0fUdSit5ZPLjWe0jf5uQclXHT6V2XgX9i/xR8TA58K+P9MV4UDXEc8UiPGM8bhz19Rx71yTrUo6ydj76NCpJWSucZ4dsde/4Vt4h8LeHmhmnEf2qy054EkL4H30ypYMpywAONwU4yAR86rf3Gw+bN5ZZcOqjGMV93/C/9i/4n+FfGiX2ieNtG1G5itp4pYXEqgbkIUg7ezBT26V5f8Rv+CZfxdL3viDQr+38iJ55JjqjlJGCsdzDAbcO4PUgjgUUsXh72ckfHcR8P42o4Tw9NtK90unX+vQ+b9K8QaqG+y28jqjKEBJPI9atzafGxE9q5MirtZguBzxn9eteo2H7EPxoSFJ7c6XLEy/K8d2Rk9xhlBrsPh9+xL401HVE0nxtDDpNpn5r4Ti5G7jGY0OTxnjpnFbTxFFapnzNPI81lJL2UvuPMbPTrmy0iKw8hrePUYkaJJFClLpQQr/RvmT3+T0qroOq6vc3bw3FwCIod2+Rf9VggE+uc103xI8Q/DvwXfah8J9K8baDqVxpKS/a9RvzPCkksRbfBjAcSEjA2kgcAGuK0u4j8RaV/wAJJFrGnRxXMu2YTXsaOJQuT8pI4IOemM5HanC8oXaPRoucYcj3j0utv+A/zOq1XydVjTUtDzEI7f54jzuwMb1ye/UjsSe1ex/sJ2Uo8fXV9fRfaMwxRgLJ83Ik9/8AZrw7Rddg0GONptSsmSNBuMV3HICAT/tEjj2r6X/ZDvvh1pvhXWfiXdataaVqJni26W+poPNgIlXzow3JIbgoMkA5xXJi5cuHa76I+hySHtMfCV9tX6Hr+q+BNBt/inLqF7pNxJexyI8bCYny8IpBIDVga9Dqtp4lt4J4jGbrUPtEodSMRliRx+AGfeoNK+M3hA/Em71K+1fzLYbYoJwSY2LKoyx9ufyqHxv460rUvilps1hfR3VhBaRGaaNSVTDnIz0FeOqdTmSa6H2VZ0KiTUlv0PQvC3hCdbe7uLNriT7aEHmFCcAjnbwfUVxWm2VxYxCOGbYIw2WJ5A3EV6z4H+J/hPVLB4dLv7eaK227miHzDHUcdTXiekeN/CviF5ooNUih8u7mS8iecK6ESMPuk5x3H1qKUZu90XJ04ONn0f6HvH7H2oWum/tCfDiSyuBO8/jzSYXldcE7r2EED1r9pK/Cz9k7VoZv2s/hbp9pqaPbx/ETRvLCyD5ib6H+dfunX2nDMeWhU9V+R8pxDPmrU/QKKKK+nPngooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooA/kN8Pvu8N2Wc82kRzt6fIOPeryxCYKC5Yf3f61BoMMZ0KwntlMkSWMRcO+ADtHHGPatS1hS8uVisI5PNfhI1569BXyztfU+1T91FY2igjy4znu3TP15p00L8RyyKMDGUJAPNbcXg3UI3P2u8giOAXV3yFBHfHQ+1U9X0lbaSNTeiRTnmMcY/Hms7ps00tcoQhom+zxxoF2nOR/M1ZaKMxglSpwOFPU+tVjbSyXHlYcRD+5gcfUmkZra2YILoueQuwBifqego6jjfcfcTtasv78lv7iHJ698dKkiuHkj3nO3/aXp+fWoreadX86EKoVeNpJJPqxqVHuZ4g7hgucgbRg/nTSE5NHpf7Nnim38K/E7Qtem1EwW9lrdjLdXDSbRFCLiMTEnsPKaTPsTmv1Br8itHiWbSr61DsJJrC5VFQ7So8psEHjvj8q/XCyu7e/sob60mEkU0SyRSKeGUjII+oNfzf494WMK+AxC3kqkX6R5Gv8A0p/1c0wX8efovwb/AM1/VjqPhzbrceJIiwyI8tj9P61r6pF5N7IhTGHPy56Vz3gzW4tC1hLyZMqRtPtyOa3r+4+1XTzv1ZyT+Jr+dZp8x71C3IUfFah9ERyeVmGPxBr8+f8AgoPa3OmfHS/8Q6foseoXVj4b0/Uo42i/dxfvLiJfOUnDozxhWbjhkU8V+g3ifnQ1bHHnAfoa+C/+Ci9l4Xufibe22oaaj39x4L0wxTYbd5cd7fMwyudvO07iMDFfrXgrKUeMLLrTmvxieJn/AC+zi+t9PXlkeV/AnU/HUvwj8R6PoKeIdOsP7QNvq2i2OsLJpss/myuP3XSPy1GFIJByOO45AaZqT2Q0rxFq6PbWssjwwQMPvMO5I+boBn0Fe/eMfgy3g/8AZz8Hapb+LbHSxNp8MskVnDsuLqGbExaZgdsgBUY2DIGdxB6/PeqP9i1BoDPE8Mk6rFIf4lIz+H/66/qlVVKTcerMsFhvYYaHO7/8H0IYJ7HS7KbYp3XEZjMkDsj7T1XIPQ+wBq54OtdGj120k1uKT+zlIE0BfYhTGAvbAHHQ9qwr69u0u47e2jkaPcwUovC8jv8An3pkOi6zfXyzROZI5ZAELvkk5AwB61bXMtWdsbRkpJLTyvt3vufaPwQ0i4tPh3psK3cPltF+6MEuUKnJIBPXnIrt9Y8Lp4i0G70e700+VcWzwzhlJyrKVOc/Wvn7wjeatp/h+Kyikns3MEf2iKG5ZV3hFXBC8c7ea3NN+JHiqy/d2fiXUY8sACL98DJHqa8upRbqOSfU3o1WqUU10Pi/TJPFHw/8bzaTYXtxaX+nam9vHJDIUdZVcr8pHOcjpXvFx4+/bD1nXNE8PW/iyXTdZv7v7NDPdSRo6RrFvIePB2gr8xJUFiO9dn4q8JeEvG0jXOu2kNxM9z581y/DvIQctvADE/Mec85NeK/tA/E74t/DbXINU0/xjevcXF9J5U97IJWSONQsaqxy2FTAGTx0r11OGJ6LmS6nhYqdTLY887uHk9f687n2l8O7PxToWhQ2Xj3xgdc1KQK1xefZI4lBx91VQDj3PJ9q/PX/AIKetLL+1nqcTlQ0el2SlV/h/cg4/WpLH9tb9oy1n3jx1IzLgq7xg4Ncr48+J2qfFXX5PFfxA0TTNU1KSNBLezQMJHCrgZIYZ4qMHhZYeu5yad10PC4gzXDZ1l6w1K8WpJ6+Sfq+p5V4bgd/EljEOQ15GBgergV+regIP7OtoEciRYEVFDZyQAMGvzz8KX/hix8V6fe2vgbS/NS6RkBV2VW3DHDMQfxrvvHH7fHxg+H23VNM0ywlWO88opJF8oGDg+vaunFUp4pxjDc5eHa2GySlUlXlfmtsu33dz6c/a8u0g/Z08W2RcLKNOAkBPP8ArEGK/N92SJikfODya9P8Xf8ABSjxl4+0G58L+NPhzpF9ZXqbLtFuJo2dc54KnIIIB/CvJLj4reB7i4LnwFcwxlslI9Xzj2G6Mn88104LB4jD03GSPN4nr0s2xkKtCWijbW66t/qbLC5k8KvKtu3lrfKGm2HAbY2Fz05GTj2NZ8BYy4djxXofgr9orwZ4a+Dd/pEPwTttS0zWdR8i8Gp3jM8ckaIytHIgUo3zN+f4VwOt+PfBV7c+fongq5sE6mAat5ij2BaPP5muiMat2uU+drYLlhHlmm7arXT8B9xJJCRMj8f3Sa779mnx1L4K+J1tr9lApvWgkttNEyZjFxMPLTecjC/McmuG0/VfCk9o13rCSxc4W3WTL4xnOcYx+FepfCfTvhF4p021h8MavqKatp92l5Pp115aJKqEHd5mfmAGcAAHk/WsqicY6oeX4LEfWYzptc0Wmtez6eZ0+qabrOiXhhvkWETqLkCMghg/O7joT781NaXqQuLgqCVX5d3rW540vvhdY6naaa19qt7OLKMaldW8qeXDMFC+Wisg3BcYJz9K0Jfg/ZyT29vBrd1E1wgkX7TYghAenKOc/lXDOol8R+v0aT5Vy+RyFxbLrzMJ4lIkXlScAmrfxyk8T3nwU0rU7Vob2LT5Rb6hILZDJajIIUsqglWbBy2SdqAkhQB6zoP7BnjjxNoX/CU6J8SdHFhk7ZgsvPrgAE57YPNdJon7FHxLl+GXiPwxb+JbO/sNQMbyzWAf7R8itlUVgAxLKnBODzWCxWHUviOTM8pq4vCzUY2k07Nf18vmfCQ1CRNoNyx2tlUQ9a1dO1jUtTiFpdzFYg+5gwLDr0xXtvj/AP4JtfGbwgV1VtR0oWcs4jjM0zhwxXcAQqnHH5VnW37EXxtt3xJZafNzkJDfKNy9QckDFdf1jDyWkkfmzyLOKcnGVGX3Hl2l6Wp1aFba3klilmBeNFyXHcAHrweldXrMeo6fbfYlkKT6YcJjg/Zix+XHfY5K/RlHavWNA/Y8n0/wrqPi74jeJbfwyNJtmuCXVrlTEgDMd0ednAbLAE9MCvJPHvxW8FanAdQ8ParockFrefY1jEsi3E6NnMyDAAj2jad4yN2cZwREKntZ2jqludlDCYnL5L265VLvpp6b6Mn8LazKFXUNZ2SxJcbZFIIM54+T5SOOmTU+q2d1FK13p103kyzgDcPnTqcMfx696w/7OEMVuW13SijxJLbf8TKNSyNypPzZU46jqCCO1dBpni+x0wtbXi2l2sxZEthcptck8AOCSMde2KqSs9D0Kb+zPQ+tP2FtDaf4cS6c1o0s1w0jiSKX/ppIvPP+zXUeEfB2kaVp2pP4c0i4F5c2zQtMXLqxbsOT0rF+EGt/DP4WfCjRl0zxjbK99bSNeW/9oI0tnOskm6FlHzYGQQ2MNn1q18Ivi74OWze31fVltri4kE2+fIRVGBhfX/6xr5+tz1Kk5xTs2fo+FjTpYSnSnJJpd11E0K2ubjxPNpVzI0cMdsIQQDu378ED06dPeuq8ReELqz+HLWe2cRwL5rsy8sfMGMnHoRXEfD3x7o1v8QtW1vXrpEtPtc3kXMikK3zgjk9f/r16l8Svif4cm+Depa6JElgFnnNupyyhwScD2HFZShUjVirdiqSoqjJ36M4OGN4CVuL/AMiEyYZl5zj2r7c/4I6X8SftJ6zo9qF8o+AribOMMT9ssgCR2618IWniLwrrUP2yDXbcwFQbfZcqdx+ma+xf+CIOqSap+1r4jmmvVkP/AAru62qrg4H26x9K9TKoP+0qV+5yZlUTwFRLsfqfRRRX6OfBBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQB8c/wDBfhtv/BJr4onP/L54b7f9THplfzvu2SuSVx3x1r+iP/gvl5R/4JQfE8TkhPtvhvJHb/io9M5r+eNI0gkMs0JkjckRuX5x6jHHp2rxcy/jL0/U+hyj/d5ev6IYlussm5mLe/p7U9LVg+IUC/7/AN38qvaXpF1q8rW2ko7HOX3dFHTJPYdOavQ+E5oo99xqlso7ZYnJ7hcDmvNbSPXizClgEznzGyc5Kbqlt2eQ7DGm0MMADH4VNfaesN3Ijzl9o444zVWK1klDS3ckiAfdJZVAP4ml0GtXZFmSJN37slSffgD+lV3vTDMYllZ+xC5IH4jrTfPgRjGkhcgjcFGF+m48kVJFcXUEJIxhm6IDtx6D3ppaFN2J45iXVpmIBI+bAB/+tXnn7bumf2l8GtB12NN32LWpInkPZZI8j8MrXoRE5IedWzjAVlHH6ZrmP2qrKK7/AGcNSK5drTUbORmz90lipH/jwrbDvlxEH5/mebmSVTA1E+35a/ofHtv8r57197/8EwPBMer/AAM+IniOSyM8lxp4tIyG2+X5W19xI7DcWx/s18DRviQHv3r7B/4J4ftP2Pw68B+J/gy9lm9123uJLK4B5GY0Vkx7qGbP+yK9PNYzlhHyeR8rk0qccyjzu19PmdyAYNbRVjG5X4BP3Vrwz9vG0jj+JujamjZa60BPMOecrLIo/wDHQte2C4t5NXW6VyRuyR3IzXif7dyPH490BJU2sdCD7fZpXINeZgLrFx9GfTcQcssrk/NHuXhu7uV+AHh7WdJ8IxX8Op+H/slzdXTDaFhQu7Rs5+SeMohAHZhgc17X4zuPiB4n+CugwTar4ibS/szz6Rb65q/2qGwiaQgLDIcEqdpbGOCRz6eYfs0+EfDXxA+Gnwk8MWWnol3PcLa3b44eWW4xyWyhyoUbTg9+1fQX7WHw8PhHxdJayeM7JYZbbcNJ0yBo7aGclU2iNiWQ4jBOcDOcZGDXk4upGNa3VNv8bFZPh5VZc99OWK0st43/AM/+HPDNVtZL6P8AtPxBqSz3ZSNF2YEaKo24AwMcAcCq11PZJaQ6OkDYSYShYmYK0n8LlSTkjtnp1xnmmvck7ra8MYZIDIQPXPWs1r3UJ7qZJPOUBeJQNoPAx6VmpSlo2e/FU2tEdr8NtM0a4vnstUcfaJZYRYPdz7ViPmDceoydpOBgjNfY+h2F6sUKXDmRwgLwq3JPIPA5x718NfDbQdeh8Y2U72yz+TOshQnJ2AjJOegxzXv1rrmq2VjAttql3FFAgSJBevgDoMc8elceLpc9rPv+htSqNStbRJeXV799/usjp/22PAM3in9nHXLiDTyJLBEvYMKTt8pwWxn/AGC1fGnwG8Y/FbQ/FkEfwtv75NTdMi3tBvMqj+8h4ZR7jAr6zPxE8S3unyaVdeJb77LNEUnjmvHZXQ4BUg5yOowetcdqfhDSLS9bxf4S3abrNraMunXtjKYJomw+0gpt6bmPPqa1wlSNKk6c1dNnNjKdapL2tLdGZ8Nde/ay8ffEqbSNO+KCaRaWlrb3GsOxiuRIZd2GCkMCxAxjIC7QOOlfT+gmWG0isHu2u7iGPDXEqKDIR1Y7AAPpjFfnd48+Pnxm+F/jW40Pw74wngEVvErvIi+YwI3fMR15Oar6X+29+0bacJ43YbjsffF94Z5HWqxGBlVleNkl5fqeTR4kwmGvCcZcyvf+rng3j8m58ca1N5mQ2qXDZHvI3Nej/sJwPJ+0fo5Yf6uOd/QACM/lWdc6pomq3jalqPgfR3knctK6wum5jkk4VhXU/B/x3a/D7XL3xH4U8JabBeQ2T7J9jMQMgYBYnGc84r1pzUqTiux8FgMCqOYwrymuVS5ut9Hc+/rBGmbdbuSRkyKDkBQOtfMv/BTa7gu/CHhaGKUbBqNxkZ7iNa8s8Tf8FIfjR4B1b+zodG06aGe2Vt00ZHc5AK9uK4L4p/t1XXxn06LTviB8LdPnFsxe0mtL6aJ4mbgnuDx6g9K5MLl2JhVjUtdH1edZ1gMfllTDUm1KVt1po0/M4gygH5Rx0+tXfEK3SpYSSQNEHsVMZZCN67m+YZ685GfY1j2/xU8BC4E154FvCinIjTVxzz/1yr1Px5+0R4JvfB3h7wNrvwJs57bT9Mjm06/+3yQ3QSVQ5DOow67snkY56CvVlCopL3T89p4D3JOc0u276+h5xZH5tzE0+S4ltpNpbcD29KrzeMfDs94f7N8OXaIxxHG1+rn9Ixmta11DwAggbWZblzIQZBauAUB7fMME/jSlCSeqOP6nUlLdHq/7Ofia/uPBOu/DPQ7SKS51yeGS8W4XAa3QhFVTn7xkkAwR90n8NdTf2Nyba/YhoXKFAQcFeOCPSrfwl0b4XX+rWPjHwX4ouv7OSFLa8kvNsTWAVkkbCLuJOFY57knGeg1beH4beJvFcvhzw5/bQDzmOwuZHik85QPvFSE2k4JxnpxXBOVntofpnDuHq0sCoTa0dlZ6Nb6fNszLfUhZRMY0Usxw2R2pNOs5F1O21i3by5ba5WRZA3KDPzEdR09Qa66x+B9rq+pyaZD4uW1CNsM2oWRVc9slGbHOOeld1cf8E+/iJplpDqmofEnSYYZ1DRqElJIIyOgxXLLEUI7ux9FPBzrwcXG6Pn39q3/hIE8b2mp3S272Oo2fm2t/BapGtwxA3Mdihdw+VcAABVUAAACvMU1e5hkMsUzySFcYB4A/nX3J8RP2DPit44+HHh3wzd6nbS/2eHis5bHcUkLFzumDAbRtCAMASCcdDXhevf8ABPP43eFNcTSbm80Z55YPNt0F0+XU5A52YBznqa3pYrDyjZyVz86znh/M44+c6dOUovr+nyPJ4bqfWovM1W4JG3YoKknPrntWp4M0Ge8v5LZIJsRwFoZVHMDD5g5PbAyQfUCvSdO/Yt+M9pIss2i2d0FIysWoooH59eldN4w+BHhX9n/wHb/FLx548tLS4d2hbRpraRvNnKEqolUEE/K2AQFHHNKVeG0XdvscFPJ8xpfvJ02lHVt6fizyXXdT1WOf+2LWYRNcFhdIgG1bhSN/HYHhh7MK2dFv7Y2htdVTL3VqDCIshouh8zrgk9MehPtXO+IfGeh+J/EVtY6bquhBdYjWaAWt0w+zvu2pHOWO1WHPI7OSTgDE1tF9jv2lm1jS2kQOsiLqcWVPt83ODWso+6r6HqQqSlaXff16/wCZoS2GqRXAtTdKVMW4FTtV8nNfd+g+F7LVfgXHY3OnyCG2VEndJsKR5gHHOa+L/BWt+HPEet2fhTX44ZYpJ1a5uo7lEe1jH3nGMhu5xznFfX3xG+Ifgjwb4fu/B/h3xfaX620kaWslreJMtxGZMh/kPXbyQeQeDXlY9yk4QS13Pr+HYwhCpVb02177l1/Ddrpfgq3s/D2kzwWsNw11MsmW4VcZzk4ByKpeDdGufE2nzQXc0ola8d40izllBUDJ78VJF8V/Bs/w1vLCw1pUuoNNkhEU2fNkcr6fj+lJ8C/iP4d8O6Mr69dw295LLmOOZcFgQvQHnqOvvXnOFTlbt1PeaoSrJp3uu5s/EzQbmC+sL6VHVV82OJWXChQgPoMms/Qki/tGCDUr8gf8s4FXduz/ACrZ/aG+I3hawOgrqU6RpcXcwWXJEaExgqCT0BwRz3ri11vSoohqNrrUJu8nYFnVsA9D1pwhJ01c0lOEakku/wCiP1i/4I86idQ/Zn10bVC2/jq5hQKc8Cysj/Wvq+vjX/gh3Obj9k3xBK1wJCfiJebmDZ5+w2NfZVfpGUq2W0l5HwOZvmx9R+YUUUV6JwhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABX5Af8HU7FfEP7P4He08Xds/x6HX6/1+Qn/B0+sD698Alkdlf7D4v8vaRyd2h8cg1y43/dpf11O3L9MZD5/kz8lVIMxIYrntjpT4rSNlLMpb6/xe9SQpFAvkXluVfGS6vk/rWjYeHNR1S1+0W5226cGWZto7cA9zyOK+edj6q+pnRQSoCyBQOmHPzfhjpTBCit54YOVHG7kA1vt4Yktosy6pCHAztGS+PfsKxZbZooi0TM0mcDIycVN77FOyJLbMoDyxj7vbt70rRqhJSXaB94s/H4VAtqI4xNPOVc9pHGCPoCT+FMFxG67bc7+MK0o2r9cDk0LVlK6RJBfuz+Wru3PDbT/KrtjMEuAZJCrdsEDPNVkubxWSBdzEDI4Oc+v0qe0jb7UqyM2S+WcqMgd+gp20Icj55/bv0k2nxlg1hYtq6loltNu/vMAUb8flFeP6bIYpkdeqsDXvf7fVrH9v8ACerRKcS6ZPHvJ+9tlyP0avn60k2ycetfQYN82Ej/AFsfAZrFRx1T1v8Afqfpj4J8BxaJ+wn4Mni08mRryS6e434BM6BwMdySSfolcj4KnaDW/Mh45+Z887vaq/wi/aj074k/ss6J8KbSyMM3h2aKLUGBz5mINsbn0ySwx/sj1o8IAPrIht18x5n2RqPU181OFRSmp92feZfOlLDU3DXRflY+YtWWy8L/ALWV0pfbb2vjJmDISMJ5+eMdOD2r7C1i61Pw38Q9M0hPBU0EMOpLNZ3tjqAtb5Z7iJ9gSbljCwVJF4IyOT81fGXxFMX/AA05qnmIHQeKiJBnggTDI/Q1+l37N3wz8O/EL9pbU9U8O2OnQ21poj3kSalbPJbpGFSIMU++20HhkJ7dga6szmoUoSl/L/l/mfK5fSdWvUpwdvfS6X6/5I5v48SfE2bx9F4h13xFqc+o20myXUvEUwkuZyoC5brk5B+bjopwO3nt5o+nQTxhrjzpXJaZ5fm3NnPGMGu3+NHhqfw5r19pv/Caf2vLbXjRwtI2VEK4QEEEjHHTJ6HmuAnvS8RniYeakzRrsXJ4HTFeJCbUUl0Puo04U7J6skvbi21S8BhjmVooRDHtckRoP4VznAzz7984Fesfs26Zptz4m01tOaMalAk7XjyzfvJEONoC55AUtk4B4FeIR/2pqloIYvOjkdvlRm27sDniu++A+marp2pXN9d22UMagzo+PLkDIww3XPHb0pVIpwd/66FXcPhS1t0809O3+R9m6bZSjLOhnH3fvEhee+K+Xf8Agpp4HutPPhfx3BaMjCSayncKe4Ekf8nrtv8AhLNf0+4+0jXL5WbB+W+k3DHbr05p2u+K7/xdpy6Z4p1ae8tkkDR2t3P5q7wMZ2sCAeTz71w4aLw9ZT3Nq969J0z58+APj/49WOk3enfDvWLwaZ5ixX6+cBbwlmA5diBEx6fKQa9p/Zmm/aQ8bq/i7xn8VTD4cF3MlrpKW8MsjCOQqUDMnyKCMdycfjXN+KPCcnhnSbuX4f6hc6cdRvFfVY9PnKrcIGZwroTtYb/mxjtmvneP9rT49aA01jpfjWSKBZ3IijjGD83Jx616NSlHE026dk33S/r5ngVMy/suqliU325Xp+n3H23+2zeCT9krxxPCFVTpiq7EdMzRgAdq/KOSNyu4NznivoXX/wBrr41+MfDF14P8V69Bf6Xex4ubG6t9ySfMDyM+orgxJ4XJYTeBdKGeQVWRce2N9b4Gk8LTcXrqfJ8SVKee4uFak7KMba+rfS/c9w/4JgxFLLxRct3lt0JJx2Y19fW22CA3TuTAuAWJP3vTNfCvwx+Nur/CvwW8Xgfw9p9mtzfETFIzliFBySxJPXv0rMvP+Conxn0O6n0K98MaVMltcOoWRWUnBxziorYOti60pUz3cqzbAZVgKeHqt3XVLTV3/Un/AOCgM8dz+0ZfzlwQunWuwDnA8sV4vp8rHUIVVMkyrhcZzzWr8T/2qtH+Lest4n8VfC23j1J0Cy3VjqcqeYqjCgqwYcD0A6VQ+HnxQ8At4y0yGbwDeTTS6hEkanUwy5Mi4GPLGfzr1KdCrToKLjsj4PMaH1vMqlWMlyyk2t9m/Qg15bmLWrxJ42icXL+ZEylSp3HIIPSi2GYiobk9/Sux+L37Q3gj4j+J73WNe+CFrp2qMfLnutK1KSHe6fLuaNlZdxxycVw1j4m0e8uBAmlzRKWG6WS5DBAT3woquSq46qx5+JwbVRqEk131X6E0d3Ij+TJ82O4r6F8N69rHjj4R6FpGi2cJsfC1tIGLgJKs+VeZuTgj94gXuct9K8c8Iar8G7fxLb/8JVcagLZHBlntkWRevXY2CV/HPFe+eA9C+HHhvQtUv9U8T3s2kXcbXdpPFMn2i/d9hRMBWCZMZJJ6Y554rmrO3Q97hrB1qeOU7rlej117/dexz9tcTDKTuWYjoRVyTUQ1sLCNFKEZJHXNa3hHw54T8eRTvpMmq2slrFvuVdIpgOuMHKEg49K6XwV+zPffES+i0zQvGlpbXM74t4b23eNn9cYJBx6dfauOdWnF+9ofpUKVSS0Vzn/hXHNo/jGO6t9RjtBewNBJK6qwZjwoIcEdyARggkEEHBrxT4kDxBpHj7VNP16zjsbi3uyPIjh8tUXA2hQAPlC4xjtivrpv2BviToOqQwH4kaO94kqSQQBJcFlIYAnbx0pv7QH/AATv+LvxL8aXfiC0u7ZL2WOMkOx+yqmSiKjHkHAG5cADII61FPF4dS+JWPmuIsixeIw6eHg+ZO9l10/r72fGdhr1/ZTD7HLIfn3M5Pf04+taj2w1KPzLuQvO7bgFU5+me/8An1r05P2EPjVp17c2CTaRLLazmO5VbthswcH7ygHn0ra8PfsY/FmG9jh1XRIDDIwEt3FqKfImQCQvXoK6ZV6O6kj4yOSZrs6MvuPO/BtpeWOlP4gFnIfKkZLhtoxPC6kNGD643H2Kqe1DXeq6fqyaZFdiaFpl8kYysiNgoR7Efzr034u+GPh1+zBfweFbzx/pup6hqkEckdpPaywC0jYMu85G0oHBJIbc2BxXk9rqVr4h1i+sNO1rRGfSjIpnt73ZbyxAgM8ZlIJ+Zt2P9psYC0qTdSLlbToejQpVsNfD1NJLpdXv12fzOrZ7XVNM/syOQLeRTfNOCdjZ48sgnoB0Puc9sbPwTsL+6+KmmC8YMsV47GN22/djY+vtXGaNcx6WzSJq2nyAyBsxX8THocjbur2j9lKTwF46+J9vc+JdSs9NFhayi31SXUEijnuPKcrC+eFDYI3cDtmsq8vZ05Poexl8HiMVCHW6Pp34oeDND1qPR77WdHuXhdH8qETYLH5cgYasj4h2d9pkAvLKzkjihsUtbQOD94AtjPOewxWT42+MfhW/1zSoYNa86CKSRrkQSBzGFZTjK8YODzU/xd+J2ga/4U0//hGNSiuHn1FHe1jVmZFKEcgflXgxp1fdTR99Xlh6sX7y6bWOm8D+Gnvp7DVUklkkt4NrIqnYDsGDjnuayvEuiXVh4rvFcuJJTEzeYNpyy59uK6v4SfEzwjb2VnoMF/bG6a3Amgf7wO3nPcciuQ+KXxC8MzfFPUNF+3JDdizt2iM0mzeNhBxk8kEH8xUwjP2jVim6UIRd+v6Gr4WntYZZry4vfPuIgH2MPlTB9a/a/wDZdunvv2Zvh1eyY3TeBdIdsdMmyiNfhNeaxp9tC0Gj6xGwmXM5Ew7dq/dD9kYg/so/DEh9wPw80XDev+gw819TwzG2IqPyX5nz3EM1KhTXm/yPQ6KKK+yPlAr+cv8A4LgS2kX/AAVl+MrT20zH7ZoQ3RtkEf8ACOaXxjHFf0aV/Pv/AMFotY0nTP8Agp18YTd3MZcX+iFomClsf8I9pYGMmuDMb+wVu56WVyjHEtvs/wBD4ybTrS1k3eXP5bDdGCQCQeffH/1qmg8QQvC0UMQcAgB5pCR06enSt238V6JMn2eef7OTyrTQ4z9SMkd6khvPCwMk0ky4Y53BPlb35WvC16o+ibTVv0OVvdSubhBED8gcHykXCn0wO/8A9eozds7EF3G5cIkbjOfyrp9Uk8M3krS6ddwR7xg7ihLcfUHFQWuh2EsqpAFmZnxi3hGGHpkf41S1WwuZLS5zRjt0CxiBVcnndIGPuT6VaFnaLi6kGY2JUMDjkfT+tbWq+EEs2WSHTViMnzbHU/J265/rRpui28ERur2GONOREXx8xHcZJGPc0L0CVRJFCztL5fnjn8pD0k+7+A9fpW2kHhyw0K4a7t7q71KaENbyhwFj54JXj29/zo/tHwbZpNqVw0ksy4Wzt1GY1PQuxbqfRQMevAwaejeM007U/wC0YtHVyqsu+SVi5LDrnIHXtin1M5OUoWSPk39s3SNR0r45Xx1S6Weae1hkeZItgY7NvTJxjbj8K8ttH2YOa96/b+0JbXx1o/iNTIf7S0wtMXfcfM3EnucZ3A4rwKFsPivewcufCx9D4bMYcmMqLz/M+k/2VfG+mL4C1PR9cvEX7DcobVWYBgHyTj2yp/OvZdFvZNf+Fni/TGtEUy6Bcm2XPM20Nggg9AMn3OK+Zv2UPCth4r8by22qs32eC286RETcW2sGxjHscn0zX2mbHS9D+AHjPxFbaWsDnSblVkD4whgZUG0ADgCvFxyjDE2XVo+gyytiKmA/uxTXm1r/AEj5N/YiufDWjfGS58QeKNPuLq30/Sbp4oLUkMZSNqnIIwBknOeMV906H4O8OaL4btNZ8MW8yPrUH2vUtRk1hpg0jOzFEhA3AqGUEMxPGT6184/8Ei/h1p/jf4keJL/UtbudNji03ymvbYZZFkDBxgq27I42kYOeeK9w8a+EdM8J+JrjwX4N066uLx52ebWHuSryBtuM7SQiAAYUZ5rmzKaqYyUb7JHRw9hascNCtZNPmevTW36eXqYPjBGsNPnlu7N3uLiUjY8R+c9OAemc1irq1t4e0+S/8W6jbwKm0JGiAkKD93IGWb/ZFafjDxRofg25fSWuf7V1cJse68wtFb9iFPTjp159TXK6V4R8Z+NobnXX0n7ULOKWS3VgEhG0ZPLHBY/mfauJYeKheT0PerYxKblT96S6Lb59y1oPxP8ABV2ZDdavFZqXMl0kqMkrDeSFVCo3ELjgdwPWvTPgp8StZ+KGstFbXAsNI0uy8lFv7bZPKqjagwFwgOCeSTgH1ryb4oeGodDOnG2is5ALJRNd2joQ0uMvgocAg5HY4xVLwr4+8VPbzJN4mvNygBIorlwiKCcEYPX14onCEqbcVv36HlzzKtRrRVVart6X11f/AAT6st9LuMSSSS/dOSQ/BP8AWozYTQTZvJzGGXcNu3LccdK+V734yfETSdUuYrHxfe/KQEDvuAGBn72a6f4sfHf4heBbe0j03UISz6RDK7TW4OZCgJPGO9cv1Womtdzued4WEHKUXoen/tGQW938F/EMi6jAgtbWF44rgYMzG4iTYgwct8xbnsrV8kW08scElobK1ZJQpLNbLuXHocce9dPqX7Tvjrx54C1XQPFNjZyFkiaC6hjKmMh8kkEkHOAPxrgIfE+pS5DTp06eQv8AhXfSpSpQ5ZHyWcY+hisXGpBu3L+rNqH7OkKt9jgLGXAJT6elbMA1e7k+weA/Aekalq8ligsrW5tzIJ3MqsxAZwC2zd07CuatvHuv2+knTI/sZglkZnEumwscgLyGK5HTsRWt4G1f/hJPFdto+uaxNpcTxtjUdIsQ1xDtQldigrnJABGehNaxVppnnRq03Dl7+i/HX7zv/G+o6++l6d4X1LSNHjsZZl3C2soPPgIK7hvA3qnzYAJxgH0rwv46fsxeIPA/i+4j8AyprulTOHtprAh2jDZIRgO4xjIyOldjrEL6tfC8mu/KL2tuRFMG3HMKnPA/DnBznis+70q6s71v9PjkUMArpISD+YqqdSWHneP3F42cal/cbd9HfZfceTQ/CT4m3V5HYR+B9S82ZwkatakDJ9zwPrXv/gb9mDxX8JPhF4k8QeNf7Ohu720hjd1vopTDH5yMUwrZySOSOOAKwZbLz5xAt4qs2du6QACur+EPwfufjf4h/wCFeQeJlsfPtHkMzAyAbCp5UHucD8adbGTqJJ6LqZYajBzcFFuTulqt2rdjxXULTwg80khuTjeFEgj2qDznIB57c8VnW9jo0pbzvECKBnywsDcn+lfVd/8A8EtPHN6WTTPirpcv7wlVlspFOO3rzUUX/BJ34tmzmvYPiF4eBC8C4SZcnP8AuGtVjMNb4yZZHmn/AD6f4f5ny3Bp+jm7WWPWIWKtkKQ4Zj+WAa+i9dnu7m10yAQnK6TBg4yfmG7/ANmqLxF/wTO+MXg6yi1a88QaFdo43KLL7QzMQR8gHlfeOeMkDjr0rofHHgrUPAlhpF9d3MXl6hp0PkjzNjkoiqRtbBxkdRxzis69anO3K7nt5Fhq+EqVPbR5dFudd8HfiF4V0f4dv4U16AveLqTvB+7AARlHO/OchgeMYINe7fsJa5NqvinxJqczh/J0qKKNgucAyO2OOvSvj2ztr/zyyQOBIScgZOPwr7F/4J5aDY+EtM13WPEMscD3yxLGlzMBmNVYhtvuW4+lePj6cI0ZS6s+ywVf2lWKvoj3H4c3NzN4l1i6iQvhGzL5bABgD/jXaaxeWdxoV0t6mCtjcErsJ7D5eR6VzHw0n0qTVdTe0lTy2dlJ6BsqOcd+o/Ku0u9T0eKyuZJ7NGRLYmRgATjoRjB/ka8GWktj2U/cep5f4b0O38RW0lnaaGyrZsJEAhOGB4JbH/Aataj4TBgeW9miYStkRRN90DvgVtr4qvdWmfSdH8PRrBIGiFwAxyp56nGOnpXO+LNRh8I6JJqWssNsS+Y0jN90ZAGB1PUVspTk7I5I+zUbvZH44/tCQlPjj4vYMox4mvfuHI/179Kqab4x1zwzZWtvp7JCAnmuHiD+du9QRgjAGB259a2/jT4H8cXvxH13xPc+GbyOy1PXbyWzuXgIjnBmY5Rjww5HSuK1yG5jvfs10WDQRrGFY/dwMYr7SGsUj8JrutRxE5axd3+Lue0fDP47/s9SzR6b8b/gIt9C0g36roWoS206g9cxb/LbHbG2tX9qPwn+zb4o0fR/GP7KevXU0QR4dU0G/Mgu4edyuFb7y8kHaT2PrXz2UkjVW6gjjn8Pwo1bxpr/AIY8OMNE1qa3Zr6M+WgBVxskB3A8EdOCDULDKVVNN/fp93+R20cxeJpPC4iEWpbSUUpJrXdWv8y27XsLtbOZEK9VYkEfUVLa+JvEmixSRabrd5breQGObybhkEse4HacEZXKjj2rE0/496/NdCHxTp1tqFsWBlVYFjbHfb8pRfwWvRbzwt4H8X6LZar4T8T29pK9qHWwvSc7WJbB27irDPTlSMfNn5RvOjKk1dHM8vqxTlSlfy2f9fMy/DHxR8feANctNd8O+KLuKaFFOwXTFHUjlWGcEEcEGp/Gnxf8e654y1PXT4q1CFru9klMMV9IEjBYkKoz0A4/CrWj/BnUJPI1jWrxI9MdyFuFjlVZyCMojsgXP48eh6VyuvabdWOs3VtewNFKs7B0Ycqc1lyxvexnVWOw9BKpdRb0Xn/X3n0d/wAEtPi34mj/AOCjvwIt/EGt6hfW1x8WvD9sYHvGILS6hBGjEEnIVmVv+A1/WnX8gH/BMyP/AI2P/s/4PT42+FP/AE8Wtf1/16+WpKErdz0sqqTqUpKTvqFFFFemeqFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAH8i/hBdPudC0+yktblTLaRY2kMC2wYPQVpItrpZMs3nK0Z67wNp+ozXQaf4i0Sz8K6ZEk6zM2nwqBCqlgRGue49amHiTw/fxlJbyONgCrQvDtJ9hgEE9a+UfNfY+zjOMloYJ14TwJ5dtGPl480lifQ47mqc+oXM1ws8paQBcKGI+X+ijNdfbX/hG2RDcSrxn5WAH6lRWdd22hXDeXZ31qsfURkRnH1wetC3tYE4rVM51pDcR+Q7SSHdllWQBcflREtqZvlRFVRyQd34Z7101l4bs7tmiisGuV2jKpFtX/AHuMVUvvC4sLhoI7RMJxkrgn6cijrsNTRmLYwW7eSwxKwBQ5yDn2HFaFjY35KxS3jQhmAAHLNnvitCzsNM0iNJNUjjR/vNGWwwUjgZ6jtwKS91fwtpWnrFZefcXswzcysNgUf3E6nHqxwT04Gc10I57vQtXdnpDw2ukeEVmt74GYXGoXP71CNhyNoI7Y9vrX6d/BbXP+En+DnhPxJ5Kx/wBoeGrC5MakkLvt0bAzzxmvzA8K+KRIW0NNJWJdQkCO8MjBgpG0g89weoxiv0d/ZC1eHWf2bPCMlvcPKlpphsFaTG7/AEaR7fHHXHlYB6kYJ5r8I8eMO5ZJhK9vhqON/wDFFv8AHl/A0wStjdb35ZfnH+vvPSoziunsr6OXTonLBpCvI9ccVy6Hn610Hha1iaA3LglgxCjHev5cnsfQUm1LQteJcyeHkfb92bkenBr8/f29/EfgnVv2jB4L1e3uRd3OgadppvFkaKO2R5LuRyzKwzlZV65HByMDn9CvGiJb+G4Y0TbukHAPsa+FvjD8OPD3xN+IfxN1q+8XXtlGdZtoY7e2QYuJLeyhiIIcYUqfMG/cDzxwTn9e8EqKqcU1KrvaFKT+bnBW+5t/I8zOKdWvyQha972fZJrT5tK/meUeKPC1l4ZsLjw/4U02eysLXclnbS6k17LKhPVmRQqgqcjrn1rzPxYksF1baXptkGnUbyZVwEOCdxJ6Dmt630wX+oGw8KWbaJpunriW5kvW2YRQCzE/ec4yT69j0rkfF3j3SVjm0PwbamSQMfOv7nLNO344JGPQ+3Ff1TGg5yuROrCjQVOdo+S/JDde8YaL4X0sR6tqSSXs0bgRQ2+TuPVtqg/KOTuPXH0FSaT8YfBWixR+IbXUDM1lKHsNPsIzLOzqwI3IQNvTq3GAPWoPD3w18RXclj4i16yijhvL6OO+vb9kQLHtLHaHPTC7RxjniuY8ape+F/FN3daZbw2kiTFrdoWwoz05BII/MVcYUVLlW55+Jx2Jgm2rR21WvfvqfRvwm13xJ458Kz+Ktb1K2Q3VyTa2aKVcKM7izFRuOcjA44NdSmlXK26hHO5+EUkdP5V8v6P4+8UtpsUy+K9Qd/mLSNdSdTzjGTwD0qT4afF74ial4t0nRZvFF1LDcXqLOk2G3jPTkHtXLPDynJyWg8LnFL2cVKL1PpiC2S1Yi9uSpQ4MYAIGM14d+2vbI2leG9RW+tpZJbq7jNuQDLGFWEh2BGArbyBg8lG9K474l/tQ/FHwrq09npd7alY7tkUS2oJKg9DjFcf8Tvjr4k+JGgaPe61Y28F3A0wlmgQ7ZckY4YnGAP1rahh6kJKb2ODNs5weJwc6ULp6dOzRkPO0tpHbz2VqBDkK6W6qzZOfmIHNWLL7GL2GJ9PtypVA4ZT82ceh9659fEuotF5hmQ4PTyE/wrRuPiD4huRbwTixItlQQk6bCGHyjjcFBPTuTXXZ2PladenzXf5f8E7PweniPUNcgm8LfD7RpbCG+mfWbo2u6SyjKp5RUs+VG7cAeea1PFPhlvjP4pm8D+PrrSNMjewdItQsbaCKNX2h4y5jADEHGc85yK5bwFqUeqWd3qt3q93a3dte2qRWVhafub0SShW84g/KEzuBweeOOtY1vpDXWHOqxK7An96WBQ8nBIGM/TI96b+FNaNHVGrD2K0um7tXt2+7+meY+KvgN8S/DWtTaXB4fmv4onYR3VinmRyKGI3AjnnHQ03wb+z/APFrx1r8fh3R/CNxFM/LS32II0Hcs74A/nXpFjZXMFxtluV5U5O/2qb7F5jNIl6o8sjcDKMmuj6/UStZHlxhBvmcXbtfX8jd+JvwaT4O/CPw94b8RXNlHtnupbloZUmM0jCIFvlPHAwAew968dvrPwssO6K78qQruDPGSG54wB04+tfRvwt/ZS1D9ozw1eana+OotOOmXHlIssJlDFkB7HjGB+daF3/wSu+ItywmsvibpEyhACWtJFP8jWVHF0oK0569TtrZXjMU1Vo07xaVtV0VvL8j5bjsNFMHmS+IFMnRkELYxj1rp/grY2EHxL0l7K/ind71U8uMuDg8HqMYr3u//wCCTvxhtbGJoPiD4ZPmPys3nqQP+/ZqhpP7BvxM+DvxB0y/8R6lplzFb38Yc2CTscErhsmMDaSwXrnPbGK2eKw84NRlczo5Vj6FeLnTaV0Udblu9Q1e6ujHjdcOznH+0a9nufip4W1Twhp8emps1K30yBJ5TGExIoCsAAfm9Q3B5ryzxhoF/wCDfEV14PvZo5J7diCsUwJIIyCR1B5HBwRUOhaTqt7cR6fHbSFmcKqohOT6ccV584QqxTfQ/QKeIVOTSaPvD9lzUpD+zl9vkYK93qN3K7BM5y5B6DjpXqHwruLqDwhDMtuQrXBwSjDcpDHPevPf2c7Pw/4T/Zv0/wAPajeQLOInkljaZXcOzsxGOemcV6l8M57BPCtswKlNwdUPOPlPGO3Br5qtb2ktOp9BRadOOvQg+Kc2lXPhrfcW3nN9vjxGI/vYj4PP0Nc/pnhxtV0+LxFb6WIiyGIl4SEQjgYzxnBArufEmuaHY6Sk82nI2ZmEQBzuYLxkhSR+GPrXNz6trniuyeJNFS0jRhIrKGBJOF7kk5qKc2oWM6ii6p5L+1z4Zj079nHxo8s8ckkXhm7+cSZUZiPGenc1+QdvBJ9uiijyS7hQo75OK/W79tjW49M+APinw7FFvvdR0S4traMNlpXKjjHY8/jX5W3PgDxr4c1cR+IPDt5ZTW5EskV1CY3jA+bJDYI45r6PKHJUJN9WfmnG0XLHUlBXSjr95o6f8T9Z0fUPLktrWa1TEZsJ7ZXQKowOvIOOpBBJ5r2b4S/Gf9iHxLPFY/HD4G6ho02za2qeHtUmkhZum5oZHJX1O0n6V80yrI9wZZGJdmJYk9acQ8LlX7ehzXpVKMakbN/c7M+WwuaYnCy5tJrtJJ/8N8j1P9pLwJ4L0j4j32sfBfXzrXha7xcWNzCXZ4Nw+aOUMAysDnr1BHvXmpubvbu89l2nAO41R8RfFLxj4burG30jXn8uOwwbeaFZI0O+TGFcEA4I5GD+VWvB/wAY7HxHqsOkfEHRUljnkESXdsgDoxOAzZ5I57MMdcHGK2hhZqknua18LSxdR1aT5ebW3RX6J9i/H4o8UKkXh7+3r1LaK63i2N0yoshwpbGcA4AGfaum+Hnx1+JPgV9S0rTPE109rqFjcRSwSXTlUYxuFkTn5WXOQRTPE3w90S+v5dT8L+MbCeKSUl4XZyyEnsVUhl9CdreqinN8H9X8PWF5cauGF/8AZGa0sRHIjlSMmTDqpI25wB16/XGUYtWaMqeHzGjUvC6t1T6GBF8S/HcB/deM9TAz3v5P8a/VX/g03+I2reIf26/Hnh3X767vJn+El1cW809wXWNU1TTVdcHuxkQ/8Ar8kmt9gx0xX6kf8GkCY/4KOeNWz1+CWpf+njR66cLGP1mL8zLBV6v1qK5n95/RJRRRX0R9OFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAHx1/wX32/8OnPihvQsPtnhvKhsE/8AFR6Z3r+eu3trHUImSG3uVkhXI3YwFzzzxX9En/Bc2SCL/gl58RpLqUJGuoeGyzHoB/wkOm1+A2oeLNGhu/LTEu3lniiUrg+vze9eLmV/bK3b9T38plFUGvP9EczFfWelYKiXc+BguBu56YAqa41t2YyRQxoc/wAKlnH59K3pdZ8OaioY30cmWDbBGQy+pxtwO9Sz3vg5rd7aSWMs4GN+0YPuCBXm7bo9V2bON+13BeRpGJd2yZWcHJ+vekcxXBWWRXdEXG6SYBQfXpW/JYaTdS7hf2zqDgARoT9AAT/KrMHhC21C1ONNdgCSJ2jICY7YGP5VT22Fzq+5zNpbQ3JMSKoLthF4qeC1UkRWanzEPzLgkn/PpV9PD0puFiisUJZsKo4I9zz0rS8rQrOM2kk8aM+Bvjydpz8xwOW49aaFKor2RV0vTluJRHq9/IIUUtLDE/OB2zziua/aa0231v4Q+Kf+EVhe006CxhkktrhN7TMp3AhgeMbc9Mmun1rxD4atpBY+HrGWaCPvcMA0rf3nC/oM4A98ks8UzL49+GGr+EZLLyFg0eYp5MpCtJtIUkE/7WMHjmnGXJNS81+Zz4mEqtFrXZ/kfnz0kFdJ8OvEk3hfxbp+uQSbTb3KFj/s5+YflmucnXypSjDlWwRViyYlhivpJpThZnwHM4SUluj7cm8T6U2txwaCkd0QwEyxsCAMcsMHpkduOa8y/wCCgEAl+IOhaumxkutAhIljPyuwZw2PYHj8K9T/AGc/AWg2Hh7SFmsDdT6gsE12zqFHlrgbQ23nlQSRxkVw/wDwUqEcvxv0Lw5AmwW+jpGI92cZmkxz37V89hHFY1JdEz6nNKleplblU2bWiPb/ANl3w78M/GPw+8LeA7zRr95NN8P/AG+4jXVDam+uiH2BCSV4Zufl3HaQPfufGen3VysUbxt5TSZeCKR5REoHH7wgBj1BxjpW/rPwV8GeHvgX4U8Qatq99qH9madCRoUjhYlUHcoLYDbSzFig3DntkmvPlhZNLn8T69fzaXpSgLHZm6bfL3CouchePrgckd/Il+/bknu/1Po8vozwMP3iStZX+X6evyOc1CW8vNbnbTIoYok+SW4liByDnKgH7x56VR8QfEbwZpOoJplxfCXy5N9wyQsyphPlUlVIVtxzjtj0qHX/ABhf+KruHTvBWmfZYNwjiiSMmTH94Dggnnt/jWnpPwtvdFW6h1nSbOJDpHnWkNzLH5s8rsR0JyCoUnA5yR1qnSp0rOYp4upy2oa3er6d/LQn07446X4VkD+GrwX+pahEYHa0TzLaCM7T88mDj7uMAZPtmvcNFsdXm8O2Emq6rBcXT26tcLbrsCMeQu0gdOmfXNfI8Gtaz4Zu/J0zUHsPMO24a3dlYL7AEc/lXS618R/GFjpsl1ZeKdQRvkwRcuc5IGeSaitRUkoxOKhm3LWk5q/5f8E+obrSbsKUjbdtXc+SOPzpi+TbQljeM0hH90dc9K+e/hp8XfH+pW2t3V5r8s6WGleZbrMittbeoz0z61xWtftf/F3SdYFvazWEqbBuSS0PX14IrGOEquXKmjrqZ9gqaTknr/XcuftT2a2fxs1KGC6tLoG1tZDLCoYAvbxuUJIHzKTtI7FTXCyzC9vkubiwtUaR1ykUCqvboB0p3xU+JWoeKPG91ryW0dr9pSNjAEDBfkAPJHfGfxrIsvFWq2t/BcwyRM6yqy7rZGHBz0K4r0IxaSTPhcTiKc8TUaejk/zN/SpdPRbhptGtJQsT7EkVvlOAN3BHIzmu2+GreO7W5l1mx8EeHrPTjbQLo2oyWcRW4kCATLI0hYMA3UMODXmM3j7X72WS8uY7AySRgSbNOij3D6IoHbrXRu9vN4Ht7u01y/klv7OVrqye22WtiUuIlBjbJ3bw25gACMdGzVRW6a3NaNaDqJq+ib6L/MXxz8IY/jf4P1jxPLqdhpuuafcia0s/LSGO5Rl+dEVRgHIGMDFeD3nwg+KFlNJDN4K1BtjlS8VuWGR7rkEe9euT6HIbWR7fVYSQVGNzAuM9simWNrIkLpLcj5WHR+e/etKWJnQjyrVHHXUak17lu7vv+ByHwg/ZS+KvxP1IT/2ELHT4JVFzNqE6QFh/dQOQWOO/Su5/aS8M6P4b8bSaJqU1rG8FnbQwW1uFkEYSCNQu5TjHHUVFa2rROlyl8uHzgCYcEV63o37AOt/Fbwnpnj+x+J1tatqdukpgns3faoGPvA88AH8al4vmrKVR2S20NaWEniqDpUINy0b1W34d+58sahaeHVkxp2oiE7yCsqEsAPU02XTtBCAJr6PuHzFonUA96+oX/wCCUfxQuJsW/wARdGcSMSrG3lH4nCmm6j/wSc+M63ws7bx54XlAjyAWnDHjOMeV1roWMwz+2ZPJczTv7J/h/meX/s1+Vpn9u/2fcR3A/solnjLYBJ29G74b9a9D8Aav/wAI7460rxHfRf6Pa38bzL5YOUDfNgHrxmrfww/ZD8d/D7VNW0TWLqzea50wvE9usojyjI7KzMi4I4BP3fmBziseZp7xjbwFZTG+GMcqsox15BxiuarOFSo0mfWZOpYXAxVTR3eh7H4y+Img6rO0nhP93FOZEk3KAZAeM7ckLkHp2NfY/ii4aDwNo2mpxts7dAgjJy20DrX59/DnwlqXirxBaWDwyCMzJ5zH5VjQsAWJOBgV+iXinUfDMui6VaW91A8iNEirG4dhyACSM4x1rwMfCNOUIrzPq8FV9opSbO10K9ntYLRbiHYv2dCVKtwctxjFch8S59Ng13T7qDTvtEyWMeCYshMsf1BruNNu9PhsImlVJMW6gAnPTJHNZvi/xTpukXkYs9FjmuvKQCPnG056FRz17t3rzIPlnojtrW9nqcu3gaSIeXbwLbx3DCUSTrtYqeeCe3PavkL/AIK66PDY/BXQ2jZSZPEq7m3ctiCXkZ/Gvsq8/tnWxFqt3ZC2VYypiQY+Venc+or4x/4Ko/2t478H6H4E8F6JPf38Ot/aJbSyjMrhPIb5sAcjnnHSvQy9yli4nz3EKTySso7tafej4E8Mz3Gnamb2GEStbIZQrjKgjoSO4yeldd4T+Msui3SnxV4Y07xBaowJtb6Jl3DPK+ZGyyD/AL6rmJdA13Q7S5nvbSaAsvlMW4JJOSD+X6VlQwsXIQ847nH86+qaU7n49CvXw7XK7eTWj+TPrX4b+Nf+CdnxI0m40rxX4L1vwRrVzA8cNyNQlurRWZSAd2SwGT/EuMd6+a/FvhXVfCWrXFo0ouII5nS3v7Zi0M6g8OjdwRg+tYVvcTWsyzROVdGBRvQ9ao6t8a/Hel65qENvrhuYftsmz7VArMV3HADffUc9A2KVDCe++Vv5u/3HpVMRDNaKjUioTj1ikr37rTsa63F8H3RzyAkFiFc5wBkmrY8YeLNTlNxd+Jb2RoLRY4mlvGJRFwqqMngAcADpVn4Z+PPBvxBuptO8X2Kadei2kZb2EqkZUjaR2w3zcbsgnqyjmtE/CO91DU10/wAL67aan55/0VbWKVpJPbaqHn6Ej0JqpQdN2kjjlgcVT/hvmv2/yLY+PnxNuPhi/gO68VXr28GoRS29x9rfzUULJmPdnJTJBx2IrBt/ih4+hI2+M9Sx730n+NXvFXw+l8L+GkIm+0TfaR9vaPIWA4O1CGAIP3uSBzx9eVaILzWajHsZ4mpjKU1GrJ3SXXp0P6Qf+DVjxhN4x/4Jv+IJ7xp5Lmy+LepW11cXEu8zN/Z+myBs9cBZFX/gNfpZX5b/APBpEpX/AIJw+NQf+i26l/6Z9Hr9SK+jwith4+h9DhJynhoOTu7BRRRXQdAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAV+QX/AAdRGFfEX7P5ngkcCz8XkeWwBHz6H2xzX6+1+UX/AAczXVjaeJPgW97dRxZ0/wAWBPMxgnfonrXLjb/VZf11OzL2o4yDf9aH5C/YrO4iXUII7hVZiJC+Pvfj165qe21m1sZPskMTtgEtHJJ933IAreHjHQ/tDFwyRsdvmGBSo+mCfftUi3/hu4nWWS8SXAwZI0J/Dla+etK+x9PzJr/gHNXOr3LKyQske9SCYeM+uW/z1qql26ogbMYX72GAJ/z7111/d+EbmFFt7mBZY8/vHKcfQHHNZy6VpspaQXMMjEEjyoVZvrxnH6U07rYG1FWuYEiwfNNNASXOVMsoJI9AMc1LDZRTw7sA+Wu6QA44z/npXR33g6E2v21dKZGUAbnU/vM96qafoGZyZrWIRxjdI/8ACB6Hnn6UL0G6kUiha2ssjeZp+dnr02/Un+db/h200KKddQ8TyXN7Gj7Ughk25bHqevb2pYn8ICVItUuZUgi3NKLQAvJ/dX+6vuf51nXXiiymvhJZaRGyKwMaux2oAcgADGPrk57mmzPmlJWR4n+3RpV6/hPw7rjSgWgvbmO0tzFhoEJ6FsndnZ7dK+aYTtkPNfY37bkQ8afBIeMPIeKSz1SNUi80lVi5GAM84LZz15r44DBX4r2sulzYe3Zs+NzeDjjH5pfkewfsm+LLfRfiH/Zmo3KJZ31q4m8wgAlFLjk9+CB9a+m/hd4mtJ/G9t9kWP7GZlVrtuQhOQR1+9joPeviz4W2P9qeONL09nCia8RWY84Gec+v0r9CP2f/AAR4e0zVoNOs9JZk060kWOWT925lAyzEBcnIA/KvNzRRhO/dHp5DWxLpckNou/8AwPQ+NvG2iW6/tV3ej6nC0cLeKyJ40ySEM+SB68V97+CdI8A+Lo7/AOI/h3QLtbuzvBZWFvca60Is4Rvy8iHcWBZgBtIAxjr1+QfAeiW/xG/4KFyafMXMUvi24YlOoCsxHY4xgdq+1f2gvh/4T8AeK31u1u77xHf6gu2K6uH2GCQsGdlCgFnz0dgDj1yTXLmU7zpw68v9fkb5JhalSc6qSa5+vl1+V+xyfi60eG8mvL7fKkMGElaJwuSORhuuCSK4nSZrhZTfX7wWliXaQB0G5uvzHug966DXbnT/AAVpcN/44vZLuaY77bSBcNIV54MnX0HUduB3ritnin4ma4bG1sWe1lwzw26Z78BmzjaD6158cOmm29D6etio86S1kui7+ZNb/FPwY+seVDqcMW1UjgurlGjj7l3DlcEdAOeccda6zwP8XbjVtdtPht4AuiIZbtZbjUr21PkbyAGMfykyYCnngY+tcv4l8Cz6P4HuBf6dYfbYdTeOSCOSN3giQ7VJ2nJ3EE8+3SuX8L+MPEOlakmm2uu3FvbISUgt53AdiDkNgjjn3pqNJwbieRXzHEQt7Vb66aPV+un9I+un0uaW+IjvBKvOJUccjuenH0qO5066U+cZNsYbbvyOP618t6z8U/HGkT232PxZfqDvLKZmbOCMZzXSxfGj4had8KoPFEmsCa6m1SSMyTwq2UCrx0+v51x/Vais7ncs7wyi3KLVlc+g0trS8mi0oatFAs8gjkubr5Y4wTje5AJ2jkn2r4Va4ltNXluYbS1kxO4Cy2yspzkdCK7Pw5+2D8TJ/EB0vWrSxvbJ3dHjELIxG04AIPrjtXmMnirUnu3AnQAyHrCp/mK7qFCdJNSPms7zPDYx05U7q1/0NmFbcNIZLOE4TpsHqPStTSbnS4orR7nQdOmJvo973CtjaOqn5gNpzk/Sud0nxzr2jTTT2DWxYxbT59hFICCy5BDqQaWPxhqLbIZ7ezaNpssq2aryeOwGK2aZ40K9JRf+R6no1/8AE3wx8PZR4i8EeH9NvJUIvbBtNgOY2YBGjV9x3lWBJXnHPavL/jX+zncat4b0z4k+B9Sgu7y8tyup6Qrr50Trn5gPQqAMcH610fjmytlu10mw8TX99bW904i1HVoDHJNmGFsFQWPBYqDkghc5HSuev9Fnijjki1GJlIJKo7ZGD3yO9XzulV546eXQ1xM4Ony8rlZJLXbbXY8hm+FfxKt1zP4I1IDrkWjEH9K9t/Za/ZK+Iq+J9N+JfivSbS2tLaTz7S2u76JZCw6OyE5GOoBGSQOKp+QfsqGW6GcYID+9aPhrRp7vXLbRo9UVWubqOJXWXP3mAHQ89aqrjalSDila5y4aNKFZOcW/mt/uOD8Xaf4Zj1iW3vbxZpY2YzGCPHr/ABZPfqK56Sz0FrrZDraRwnG7902R/ia+s9X/AOCXvii4nddL+LVgwZOFnsHBJJz6ntVGy/4JNfFa5uRFH8Q9DG3q0kMoH6IauONwyj8f9fcXPI8zv/C/Ff5nyzNpuhs/lprsRAPDSI68Z9ga9x+GEzwfB22tLcCSM6pIFcEkNtXjGecfMa6TUv8Aglj8aLG3n1Q+MPDM6QOAywtcEgE43YER4Ht6etXdD+BniT4c/Clp9UngVtI1F1uclo1IkVNrKXABzgEDqQw4pVq9KcPdlc9DJsFicLjOatDlVnqa3wC8YaN4J17UW8VRk297pjRqohDHzAylQc42ggEZHTNetfAvxNb67+0B4dstOwLMams8cWc7dsTnr+J+vFfOii7upVu7eIuuMBgQc+nSvdf2JPCzt8ZdM8U6vmK3s/NYSzP5amTYVC84z97P4V5mKhD2cpvex9rhq6lKME1a59gandzXfxKso40MhUk7BE3C9P616DDfAtJBfLgGcDO1jx5g56dsVxT32g3nxJgk065hYiMkvE3y4yOMj1P8q76C800TLGbeORnmOM8dTn/Pavmp6RWh9BFptu55hdWun6l42v8ASLXSWb7bdSxvMsPJbccAY98Val8Gywrsm8qCOBNpiPysxPYjrmtvVfGsVtqUlv4e8PpOxkLO5Vsq4brgBR+PNZmp2t7bNNqGoRALIQfK3bQC3PXt1Fa87OSKg2z8y/8Agq7p0dn+0daW0O0BfDUBAB5/1spOfxzXz14b1rUdB06W8sSEeVxELgjlAMMQPQ9OfTjua+h/+Cj+m+JfiR8eJvFPhXQbu60yw0O2guL23gZo4mDScM2PlOT3xmvm/VdN1HSrCHT72J4gztIYyfoAf0NfX4RNYWEXvZH4vnbqRzevUjdLmdn+F7novgD47eDdOuVi+Knwk0/xLbMNsrxzSWc6/wC0rwsAT/vKa9U8e2/7DXxU+C97/wAKUn1Pwz4vgVJ4tK125do7hlzujSTJQkgnbkg5x0zXyzHFJ5ZZTwD61PZ65faJDc3thqMtrILGcCWEkMMxtjBB45xzVzw8ZzTTafk/02IwmazUfYV4RnGWl2lzK+l09Hf1LV9Z6ro9wba8tp4XzysilSfzpLLWtb0W5TVNL1O4gmtpVaKeCZlaN85UgjoeMj6Vztr8ePHVsqQ309veRgYZJrVRuz3YqBuPu2a9D8J3Hw6+JXhSW5W+TQ777QqyrcEFHkVScgKBlTu52gMDgBW5NdE8PKmrvYwll0r3pTv5PR/5GLB4u8WWyf2pB4mvknNyWMq3rh93BznOc5PWuk+IHx8+JfjePSLzVvFN4k9pp3ktJBdOnnMJHPmMAcbiCAT7VUsvg1r+pvL9gvraeG2wbq5t45njhUnAZiI+B9cVn+O/DKaBqFva2u6S1FqvkXBORNydzD/gWeO361i4xbvYzcMfQoScrqLtcfafFXx9E4B8Y6kRnkfbX/xr+vH9gHWbbxH+wh8E/ENnbNDDf/CPw3cRQu2WjV9Lt2Ck9yAcZr+O0RYcKD3r+wD/AIJoDH/BOH9n4f8AVEvCn/pnta9LLYpVJW7HXlNWpOclJto9tooor2D2wr+c3/guHqVxa/8ABWH4x29uqZa70LLbOR/xTul8Zr+jKv5wv+C5jyD/AIK0/GTy5thF1oXIGeP+Ec0uuHMP4HzPTypJ4l37fqj5VkuYbeR5bqGOZiRtBJIX6nP+NLHqEmpoLO8jEWXIttilQp9PcH+dQS27QoFhkG3rk1JaRuxJjffxyzDpmvFPoWk0Nt75fMkt12KIzhy33i2eQa1vDupvpVxJcCDdlQI1PUH1AqhZ6Lb6kftCeWsysN8jsPnUHqB3PFW9qwGSOO6LBjlunUdTnGabaZilJaM05PFd7JIkkT3Yk8orJHNIpSQ5zuwFGDVK4kv9Tm829Q70+/vkAOPQD0FZsdy0a7zKDvOMuQP0Aqa1ublJg0ZLEdZnBAUd8cVK3NOVJaEs5CoBNlRglFRS2R+FAuFCqwhPyjI+Uip4t08pfzfLjY8lxksfpxTfsYkiDiZZlX5ZSo24PsDx+podrDi2meYft7W0F74O8Oa24RZhKUKlvm2mJB06Yypr5diPzgV+nPwg/wCCbHif9vjwi8utfEFPDPhfSNTaNb1bAXdzPOq58qJd6KqASAs7E8kAA8lflb/gor/wTl8cf8E/PHWkafqPi2LxH4c8RxTPoeuRWZt3LxFPNglj3MEdRIhBDEMGyMEMq/Y4LIc2o5HHHzpP2T2ldbN2Tte9m9nY/C8w8UeAsZ4hVeFKONi8fFa07S3UeaUVPl5HKMdXFSukndXTS8r+DvxC1nwLqzHRrkQm9aOK5lAG7yd2XVfTI4+mfWv0e+L3huaX9mjxU9jKYYZdEmKWzrggbMqPrtya/LjS7cXMqRgkEEEMD05HNfe9p8erLU/2Pdei1nWS95pVjJZXPmyAlx5ZjgI9d25OfXPpXzGZ0m69OUe+v4H6VkmJUaFanN/Z0+53/wAyv/wRxm8LaZrWqyeLokktb6+itxvvfs6Qn5R5rybGwoL56dq+mfi9c+H/ANlWe+tZUsPEvjHXb/d4cvNKvY762SEMSZJGY7WIUHEeOTtyOSR85f8ABOz4BTeK/wBm3VPFEtzPCL3VJBmO7CL5aBQWKkHuDzkVueMvB9jo91b2Nv4rv5rmwuDPAt5teESAjaAwPzdyK8rFcs8dN362+4+hy916OUU0o7rdebv+Wx09j8e4fhJ4X1TWtM+Hsjavfw+bJearpygxB8A4JXkl2JwuBz1xXjvxK/au8T+JkgtrrQI/KluI45FgARd7Zy7YGPUYGBya9S0bxH/wmuk3Wj+JxbxO6qtzZ3RLGUsVVVjX+InJweMDjqK5+78M+CfA2k6lqt1Y29vskhWOyiUGRpNx2gep5PODyO1Y2pqfM43ZdR4ueH5KNSytrt95n/DbStd8V6bov9qSrY2N5dXMt7cys/lW6xoVUPtBzknpyTxii98PaH4Ruo9D/wCErh1ArCA+oQWJCk88ENhj+Vajy3uqaLp1po0dzJ+7dn01xmSGVmzgkAZ429h0zVb/AIQLX9cnntdGt5Lq5hiaW7t7O2eY26qPneQoCI1XrliBVJczvIqngqEKKnVd5P8AyWn4FfVPBujTaza3eta19qSWJArRW4GdoGAc5J4wMYHHetnx34ItrPwFqkWum01e4s7OFY7pYCSFYAqBvUMPlIHTHBwT1rjfCL694/nnudC0m4vjphj+1tlSseRjexByUDBug6dfbTHjGbQrdddHiVbmeVGFslvMxmwV+YhU+4vz9DgdfeqdNNpJ6o5af1GrTbi9769O3U4Pw/4Ol1HTdUt9E8MozLaBy/lhQFDqW64B4B9fauamkP2NoILO3SORt2DapuyM45IyOp4r3/4FLb+JvE8V7O4m8hWke1uYiqIxwFZgSC3UcD2zXG/to3Oj/D/xPoNlp2h6ZeXOovN57R27xIiLtwqiNl7t1Oalzft+Q4cVl9PDYP23NdLR6d3/AME8lNxKYlgMMGFYkD7LHntnnFafhbxp4g8HeK7bxZ4bW3tr+1k3286WUR2EDH3SpHT1FejfHH4TeCvh3pEQ8O+F9bv9YuoleO2tXMkUYyNzOQCccEAf4V5vo+nz3fiGw0fW/CeraYl1964khZhH15KlBxx6961py9pG6POq0HhqvI7XVv6vY9KuPh6fGt8PFGsa28c99HFLcOYgcuygk4GKRPgNY6lcC2h8SyYZ8NJ9mHy5x23V6h4UstFXwTYTDT4iEs4yJZoQHPyDGcd/85pPFUtvpOiz6pp2j2yPDGZEEeWEZAzk+vTvXFOpLnfqes8JhZ7x3OCk/ZJ1PT9ShuE8VCaON1k4tsMwBzj73WvRP2Mf2cPE3wx+Kkeq67q/2y1FhcW8VxLnc5ZwQSM8DA6Zrzi3/aG+I8dskcOpWpAOc/Ykzn34r0H9nr49ePdX8eRaLqYjvYms5XihXEIVxg5LAHjGRj1NOX1lUmm1Yujgsvo141FHVba/8E+rJrYaVqIhtY7dvkwMxj5hmkvtOt5rORLrUAXZgwiCkBQc/wCFc/p3iGx1MJPqVvLbzGMGURSblRvTPf64rV1PXPD8tiIbSad53ZS7txkAH3968+6T3PoPbUnHco32n2ttY7Um3nyiRtBwp61+Yn7QPjfXfFvjU6Xqdxuh0YNa2v7xm+TOcfMTj6DA46V+l1zeW1rp9xd3sxGy1dmTbnOEPfmvzC+K2l6cnxE1gReKdOZRfycF3GDnpynbpXp4G0nLqfGcXSnPCU403u3fbyOWWSVPusePQ09dSvo1LLeSL/uuRVhdC84hbfXtMbJ6fbVX/wBCxQPDt1JkLqemnH/URiH82r0Op+eqlWT2Pb/2I9Q8YXmp69Npd9cS+TBApQzNgEl8d/UV9I2beN2uomufEF+ks0ZVora6fAbr04yeK+av2RfE2m/DE65qWv6/YWyXP2dIz/aER3FfMJ6MegP617zYftIfDySHz5PFunpKzYjm+0DI968/ERm6rsj9H4fnQp5bBVJ2lro3bqdxBN46uJorCHxDrEM0iL85v3RU4IJ4PXFc54lvfiHd3cNvr3jHVbq2RlEwlnaQMoOdpDHBH1rdtfjB8Nb21g1HU/HmjyG6hBzHqcRdD2yMjB9qxbbxb4X1PVXtLTxNp8paQBW+3x4c+3PWuWMZJ3t+B9G3QnHSf4nx/wDHz9rLxDKbj4RaXo1pbpofiOaSG/isYFaSIbl8o7YwSuecnJJzk1xPxc8feI9as7HxboMllHpGqFpZLJdOgxaXigLLH9zODwy/7Lj0NZvxd+GvxFm+KGv30fgLWjHJq9wySDT5CrAyHBBC8itjwH4Q8Wv4B8ReHvFHhG9hs4rL7bBJc2jqY7hGUArkd1ZlI9PpX00adGnBOKX/AA58VVlVr1JRn+XbY5HU/Fmsx6Xp8n2ewDvAxdl06L5v3jjJIUdhS+JLqbV/hCL2fSLVrhvESIlxBb7HCLAxK4HBBLA9Owqn4u0/XIbGxgi02YRx22RiAjGWY/1rrPhx438ZeEPhosOiarLaLda1MZgIx8xWKIA4YHpuPPvVycYRUkup58nSopymtl0S9DzbR/CHjDWgLS18G39yu7CvDYtlfqQMEfX9K9/+Ev8AwT1+InxZ+w3F58RvCfh63ngh8p9Yv5FJRgvzHCFeC2DhsAqfTNcJe+M9c1KdptVNtesTlmvLGKXP/fSmrXjTW7zVbnTnmEK+Ro9tEiW8CxqiheBtUADrWdTEVJW5dDmWPwajfkcvXT8rn3T4Q/ZQ+E/7BHhDXfDXiv42aX8WLnWHNtd6B4csp2s9MuEDYu45mXDuMFcrlGBGSeMfKXxO0X4HXNxanwN4g1W+Dxf6WdTtBG0T9lQqeV69cj2rzzwvNqU/ibT4YNzs15GEUE8ncMCtDErTKBFjnnIrmcW6jnfcqvmrxOGjSVNKK2vr2f8AV7+R9Uf8Ez/2R/GWp/thfAb4xeH5LSbTIPjD4cupEGpReakUOr25ctG+xuit90MT6V/U7X8o/wDwTZ8I/EM/t4/AXW4/Ceptpn/C4PDL/bI7STydg1a33NuxjAwcnPav6uK9XK+bkldp6ndhPYey/d03Da+t7vutNF94UUUV6p1BRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQB/IroGqXU3h6ztUEaxrZxZIBXPyDk+1Bv4rKPbHZRSzAHLshOfoCefyql4dDT6BZxtPhGtYsoF4J2DHPWrMsciSbWm2r0BHXH1r5h/EfZxS5Uiea6/tCJru6ZhPFHuuMZG5f73tjvTbe9FzCpITaT8iR4PHr9aVEkW2LhgF67mHJ6VYstBtYl+32zJDFsO9Q4LKe/wBPai6sQ4yTujT0TX7jStOEEcTl2fLyR4LBc8rkgj9Klk8T6k7S/YHuGDSFlSeQM0Qx0BAHp0rJuXMVoFS4YhDhSoHHPA4/rUIuHQeQsoU4zkHJ+gAFS9xwinqy8Y5pWa7kjBLdA0o3Z9/c1FK6LNmXcXDAFVjYgfjiizu5kDBkKxsPmJ+9IfyqcRO0BM12kWMFFZN2BnvyOad0CUkT+Hr82mvWtytuSROueO2a/Qb/AIJ0apcXvwEvNLmkVotL8T3Ntb7XY4VooJmByeD5kz8DA/Un877i1EaG4zuXaWhkEm3OO/PSv0I/4JqaBd6b+zSviO7vVmPiDX7y9QjqqoVtcHsTm3J47EDtX5D41OhHgt8+7qQUf8XvP/0lS+VzajeeLp26Xf4NfmfQa9RW94OvJW1KLTzzGdx2ju2Dg1gryQau6RNJbahHdRNhkOQc+1fyHJXie3F8skzq/iFAy6RBl8gSj+VfDHhKLQPjD4t+Jvgz+0tP0vWrnxFqq6Zqepa0LOBfJuSgiG5TuZlUZ+YDNfb3jjV7efRIJPNG1vnyewAOa/M7xl8HW8WeGE+JV3rN7B/bF1cao8kd4qYkuJGmIVSBsPzE7Mmv3TwKw8p4rG1drKCv6uT/APbTkxzf1yLjG75ZfnH8e3oyL4ofELwv4DaL4BeBfCc17eW8XleM9Qs4o51l3ONqQM2WIJDFpB1GAD8xxynjD9qiT4a+DtP8HeEvAUFtEJiLye8sESS4ZR83Vc4O4csfoO9c1dLL4X8UP4k8Natd39xHELeSO9QLI8QxkpgnBzk++K3dTtdF+I3hyA6lDZ3zJuaG1f5pYtu0M7f3EBb7vrwTX9KuFNxSkrnk+1rOpJxlyy6X/D+u5414v/aG8TeN/Ef2SfQhva38yAq2EUB9u1QfTnnJySa9Ktfh9eeJVv7TxL4pg0aK0trNbK5u45ZFnI/eSbFUHJ7Z6YIFVdUtPCPhKx0vR7O2+0XV15myKxA3wx+ZyzcHockjAzj8av6zb6presTzWUj3tqDkXRGFjhAABJ6DAwM0XukoqyRjQwdavXk8VNvrbT7vxuZWm22l/wBrjTrLXVt5I7n91P8AZMKxzncMHIqXwv8ADyxn8UmwsPECW+peePst21uRGhyGzhFZh6AjP3ulU9d8P61oHh6Xx3Cs8ml2U6pPqNtbv5IYn/VpKR5bOVJO0EniqugQeILjQovHa2U1rp92PLXU5MbEbfsMa8n5ix6nHfGO18sLbkVFgY1lDtrv07lj46eF9DHh/Sr59EtpZbieRpLhLdSXx3JAz+B5rgdV8L3Fv4HttZj8OIlpDdSJJI0Y5Zguzg9B15A+td1rHjWbRbN9Gi1f7XJcsjXbWTPKoONw3kfKT82e5Bz716R8EPD9hregXt3LLaXC3GES5v7fesaqASFQnrkjr6CpqXo0rmcsto4qu3GS2tbT+vU+WNSkldEj+zW4EK4QLaxjAJJ5OOeSagS9m88XBgtnKrgZs48dMDIxzXot1p/h7xR+1jcfCCPw5bNYbsTXMDPFIWEBkYjDbByP7tZ3xi8GaH4Q8TJ4f+H/AIH1/UhBIy39wVZow3ACRlVOcc5J/pVRnqo91c8OeHspTurRk4/NfIq/CHx14q8N6vL4d0G4jtbbW2S21FY7WPMse7OMlcr9Rg11dr8F9OdS0viB4sgkL5IPf6iuU+E1ha3vjQf2tpGpafJY3kOyKaDeJiZQuMkDHr9M/Svo+ez0WMwk6NaHzBjyym0HA6k+39KjEScWkjqwlKlVo++r2eh5JpH7N8PiS7FtbeKpISUyjtaghjj2bge9Le/sha/PaXun2/i1klniKQyQwlSGDK453dDtx+Ndj8SvE9/4GsotT0C2t4JWlCeeI964PYA8dq5k/tD/ABKZgq6jagBQAUskGB26CsacsQ2pQZ0Sy7ATT5o/i/8AM+if2J/g9qnw+8H6zo/iWWEzXOoi4QnJG3ywo/Hj9a9ftRKrzWcKQKrSEZEfK+h9q8E/Zn+NXjHxRo9++sWEd7JDepG9x5whCxlB0ULhiME9R1FezaVrOhtMLlprmL5zyP4h+dcda6m+d6nu4SWHpUIwi7JF7WdJsbiOINqIlYcMxBAHzEcflXnP7Sly2g/CTWdVsJ2860WOVJRleVkUjBHI6V3evatpN1IkejGXCKBhjjncSe9eZ/tOSaa3wJ12zutTSHzodolmQ7I8Atk4BPbtVUWnUjr1JxVSHsJuL15X+R+cXi7xNq3jPxPe+KtYlBub6cyy4ZjyfdiSencmqC3E8fzJIR9DVltLs/M2r4m01vT964/mtKPD8jgtFremMFHOL9B/PFe7ax+LVKWIlNylq2Qf2tqMCjy9QmU/7MpH9a+tv2Ubvx7J8HdPu9OvJnSeeYiR5m4HmMD+HFfKK+HLuTDjUdOP/cShH82r6f8A2ePiv4c+Gvwn0vQNa8T2EE6iZzF9tQ4DSuRnafTmsMQm6asup9DwyvZ45uq+Vcr1enVdz2jRz4zjunjg8Q6pI0cwfbHcuVAPHTOBWkbj4hSxTT6V4w1m2Nty0jajIC3zYAADYrldG/aL+HwvLeG18Y6dbyuwEmbpVDZ4wSeAOR1rpNT+Jvwze3nsl8daQ1wCSkkGpxMrjPTOa82UJp6x/A/RaVTDSj7s196OC+J+u+K7Dw1rfiLxRrV3ffY9NmmtkvlE6GRRuBIk3Dqo7EdiOa+T/FP7Y+q/EL4j6f4p1zw5aw2EWmpY39jFZQbZRhlaYAIBvw2egGQOK+qvi7qNn4s+C/iey8OXcN/dPoswhtbS4WSVzj+FV5P0FfAKfDD4k282H8A62pzyG06Uf+y17GXUqcqbc1qeDnNSpCpGNN3T176p6G18R/EXjjSPF82m6lqVjepEFWxuhpsAWa3xmNxhOhUg498dqoeI/FurW+u3MMVvYoiTMAg06IAc4xwK7DxN4Z16/wDhfoWoeJPDVxBfWl+9jC0tswd7faHUNkfwlmAPocdq858Ywa8NeubmexmUGdvm8kgHk16NPklpZHz9elFNtrfUu/GC2nu73QmstCjSWTw7BJN9khI8x2eRi5GTg4IHGOgqt4L+GXjnxfrdlax+FLmAy3EaC9mtmigBLAAuxAAHPUc+xr0e9+JfjzSdI0zw/aeIJobWDRLRUgCL8oMKsRkjOMsTjPes/wAO+LNR/wCEm0+7lstPllS+iZJrjTIXZWEgIOSpPUVCxDjGyWxyzxeEhW5HfTTZf5nsvwI/4JO+M/jBqyr4p/aG8A+Eo2hmuLj+1b+bfAsaF2TYUBZ8AgKNxYjAzXuHxW8E/s+/A74LWH7P+ueO77xrHprRyL8RdN0uSNrWJpCfskSy43IrD5S2GG/jjAr4c1jUbq71u7vmk+ea6kcsBjJLE5rQ8JyahOmonYzqlmDJgk4HnRjP5kfnXLNzrQSk9tR0c4hRclRpWbTWrbuvS35HTeLvDPwzvfElxb+EdTurizMmLS5u4/KlkB7uBuAOc9BX6sf8GzP7K3jr4Gft9eKvFWvm0ksbv4O39tHPaajDMDI2qaS4GFIccI3VAOOvSvyNsIrqa7CQw5ZiAihTkn0+tfqt/wAGtvhXx74f/wCCgXjKbxZ4W1Oxhf4O36xy3trJGhb+1dJwoLADOAePY1rhuZYmCv8A8EjBzo1KjlOleV9GtFH1VtT966KKK+kPYCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigD48/4L5S+T/wAEoPifLx8t54bPK5/5mLTO1fzwXV9d30GZmRFHQcgY9Metf0N/8F+zt/4JMfFE8f8AH34b6/8AYx6ZX87aRNMFL3G4oP3YxjA/CvHzH+MvQ+gyhL2EvX/IeNZa1mUaXYxoQ3Mnlkt/M4Bpl3cW0EQ1GIZR32qjk7VfH3TmowrB8ST45zhR19qsSW6OEgvYg0bYVox1I655rgTsz0pxbWm4vnPNyCC+OSmBtro4vFckEC2vkTiJYipNswXc2MbslT+lYqaJFp8JH2pFV3BiEZBzxxn1pt9K7yriYnfzzjDfpgfhSdiFHm0ZpTa/q1xbLDvlli2BXkLDc/8AvHj061WW3mgxhELHJJWTOB7YqkLt5PuynAONqclu3Jq3DcTyW4geLBz+6jUkbfc+lJbFtW2GRyxLJlAz5HUxsB+dbXg6eOV7uwlixFNb/vGY4GAwJ/QVmtCDsabUEDEEMBHyT2AOePyqG4ll0UG73+TImQ7rKOBtOeuSR/nilNcy0HzcsHc+I/GlnHp3i3UrCEqVhvpUXYeMBj0qtYthgfep/GGsnxD4p1HXTbxxG8vZJfLiHyruYnA/Oq9p1FfTRvyK5+b1bczsfdf/AATy8Xar8ThrFtrExL2DWkdkyINltb4cbB7lh17kmuN/4KB6Ddn9q/w/b3V0rNc2tohkPIB80g/lmuL/AGD/AIhj4WfEU6jd6i8On6lLBa36rJgBGyQ5B7BwoJ7BjXo/7QQg+Mv7dfhLwZYXAldJ7dLko+NgMhlwSOhEeDntmvn+T2OYzkvh5W/wPolW+tZLTp3vLnS+9u39eR926b8P/CfxZ+B+la1pWs6XYLoMyv4gsdQ8QBbi9hEat5scG1S3TAUEk8V454z+NfhX4ieJHtPDXw+v18H6RcltMRbBJHmZNqyvKVy3zEMFU8BTnGWIq58U/gpbeDdVGsXviXU7YBVIEF0kruoHGQdu4HHXFeceGtYuvA08ltY3Mlzp13P511M/EkchIyX7Y7Z7YB5Arx6MUle9z6nF1Kt0pKyvv0fb/gmr8Wf20tdj1VtE0jwVY2Vla2aJawfZEVkJ5DHaF5weg/EmvLPA3xI8R/E74gRWr6W8Mn9oOk8jyZc7Ruz04LHPbqa9S8c+DPDfixv7bv7awupyipNfxDcsZKhthY/ef5huJ6fiKpQ6n4b07x5PpWjTPG1krGTUrcDyUnMeAp65+YjnPQe9VH2dNPkjqzlxEcdXqRvU9y/l93yKreA47vwzbeMPEvi22tL4i5e40aa3kkmffJ8mSRtUbRwCcjPuKq6bpVl4gsLi2tNeWDdb4lt5LXlhuBA64PIB61PLo2qXds1zqCrBAThby6YKjyegyeeOwrD8cQ618N1tJ9ds72CDV4t1n51o8JuEDDEgWQKWTBbDDgkDnmrjBdWPEYfA4OjeT9Xf5XOk8DeCrBLC41HR9ajjWKPGo29xER9oVmVVUFVK4DYJ3kAZ6nvw/wAbvCeh2Xj2a1s/DUK7IY9qxWw5OAewrphovifw1JHpGsN/ZD3eXjF7KqfaV+UFy2cBMP0Bxyc+1C+8dpqV3a6OmqTfZLcHyblYpGiGTklc9OfzNVGHvc0Wc1XD4WvRUIyUdev/AATh/Hfh670bVLeW80CKBbu0je1DRq3yhFB65P3s8GuavLu4+3fbzDbh2fcStpGBnPpjH4V9eWPgvQ7j4Wxf2tb2Plx27SzvNbiSebcNxw3IUYx09Pxr56/Zu8NeFfjdYeItR8T6CtpbaRseOTT5pFO1jIeQ7MDwnbFYwq3Um+hwYzL1TrwpxavO7XTZXZwa3DiGSP7JbMJCMk2ifpxxXf8Aw98Q+J/G3hCT4XX+oCPSLRTcW1vFbxrskZ1ychQT9CcVy3iXTntvEF5H4Z+GviBtLhUm1nuo2DuFHLHCYAJzge4r0L9mfTtJlvV1W4srlZp4JVeyvbb5YwjpznAznPHHY/j0SbVNs48NGLxCj02YL8FdM8n5vErhtwGwW44/WrmmfstS69Zy3dl4sMbp1hkteox6h8Z9q9VkstIWeSBNJtNygHLDGz2HqTXCeNfiZ4k8CeJE0/w8Le1jZPMKS24fec4yd2fSuBTqSdo7npfUsHPeP4mBN+yF4suVtf7J8Ss81vNIzw7CkcodABnk/dK/rX2j8FfBX/CNfBfQtIvDC9xp2lpBIGTOWAOSM9s18e237RfxPjnE8eqW6spJDLZr1719M/B74m6p4k8BaVea3pAWO4sA8tytzlnkHB+TA2gnJ69MUsR7dwXO1ZHbgMPgsHVk6as2enQebcWqq88MKRLnzUjxkAdDVLUdHsDqbzR3oON2HIOT+FN0jVvDcakXc1yEZBuiNUtU1C1v72Sa0dxE7scsckDPHANckZK+5606tJrc+fv2/PGmr/D7wpp2p+HZiklzHcWr5d1yrhFb7pGfoePXNfByeYg3F8n619sf8FJhpd94K0a3bW7e3kimLbrlWHmbieBtU9NvevjFdJtZDtTxJppOe9wR/NRXtYRXoJo/MeKvbVczajrFJW1XzIBdXMfypMy+4NSRa5qsE6+Rqk6nIGRMw/rUp0C4C+Yur6awJwMX8f8AU1LbeF7x7hFF9p7EsOF1OH/4qulWPmo066ezPunw2PiCukW1lLqE8MK2ihpvOYNkLwfrjFdDo0/jNLPzxr+sMghKs63THDL6EmuF0v8AaE8EaekWk3Hi3T3ZNqOv2pSMgY7H611XhT49fD3WryXTLbx5pMELQsxSe/RFGO+T1Jz0FePKFS1+U/YMPVwiSiqiv6o1tTvPiZBp/wDaGn+NtYgimDqIP7SkYkepy3vXi/x3+MniD4F6Bp/xGvoRq2oRayqPFqVtHLvjKHKbpVbAO0cjB54IzXrfiP4mfDm+sUfTPGGnM6NiSKPUYyCeORzXgf7eulal42+E2lDwdYSauV1nMw0v9+0Y8s/eCZI/GtsJBSrpSWjFj5xjhpTpyu1t1PEPDvxy174ia7rmmP8AZbS+1m7e80GeWyhItbgMzpAMpgK4JQejFTXB6T4u8T3GvTJq8VlJJ5c7TCTTYc7gjHONnXIzUWieAPibpWow3kHgfWY5IZFZGNhIpVgeD0rsvij4f1C08Z/23FoL295faIt3eQrbEBJ5Ijv7cZJJx2JxXv8ALShKyS1PjpRlVheS2fbuch4Y8S6rqPiex02e1sZEnvoo2Q6eg3KXAI+UD1rn/Glhqd18QNYk0Tw+wU6tceVBb25dEUyNhQDnIxWj4Fg1q3+I+jCa0mjY6vbkboiOfNXmu81/4r+PtZklTVPEck6NKxMbxJhuT145/GnKaoz0W5w1KtDDw9++r6Jf5ruc38Kf2fviL8RtVl0/TtBGlySW5PmasJIY9u5QzLgFjtzuPBAAP0r6s+BP/BIJdV00/ET4h/tn+B/C1ppt3BkafJcXV9vYM6mKNEDZGw/NgKGwCRmvnTw14qvooNXCWenxNPpEsUk0emxI7KzpkBlXIzgd6wkublFIjcjjp0rGVepKfkZvMcJBJqm5ebdvwR9nftV6v+zd4m1uDT9cTWdJuNPs5bb+17HThjXp0IU3EqtgJv2hiFyvzdBXzt4F+Den/FbxjbeD/Cl1DFeXjP5ZubkwxAKpY5LBscA9SBXNaYb1/DEE00LMjXswVjkgkLFkfqPzrT8K6P4k1m9Wx8OaVPd3bBikFpCzucDJICjPQGuVQdOLSf39AxOYPHYmM6tNNaXXV7aX/Ky+8/ob/wCDZD4N+KPgf+wj4x8I+LIY0nm+MF/dReVcxSq0baVpSA7o2YdUbrg+1foxX5sf8GtmkeItE/4J+eL7LxPo93ZXP/C4tQYRXsLI5X+ytJwQG5xkEfga/SevpMHf6rC/Y9Wl7P2a5IuK6J6tfkFFFFdJoFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFfkJ/wdQXsljr3wBliVSxs/FwAZc/x6H+Vfr3X4+/8AB1cxGvfs/AMATaeLsHGcfPodc2M/3aX9dTswCvi4f10Pydurl5ZVub7a4wSU5JP4Z6f55qOLWzloDZJHasuJFjUjPPBznqKY0LsrTifc7cOxGP0ptujvIAJNzZ4THHWvAR9Q0mOedbG8W2RlZnUMrv8A3DkgirmmXPlX8VyqhlV8t0w2O3vUCadBqNz9nuVQuBuidm2hCexPpVyOyXTTHGbsb0TaVULjB+vTn8aq6ZlaUTWufF1zLHgm7gZZFMTRuqqqj+Ejbkg/Wql/qWqaqfIuUwpOYwzBVHvyevtWXLM0dw7GQ/u+SGYDB9MkZpVuZmIZQZfSMKdoP9ajZlqCSLciGFCrKFQYDEHcc/hUccsYQosbEZ6tGQamM1xcMp8wCRVxJITlQP605rQSSNFDdJIxIZYwpU4xzkgnP6U3awRunqZPxphg1r9nXXrW5RUFvC7xeYxGSGQjp1PymviHOGzX2H8cfEbeFvhVrZjVHS4sxE0Ejgq5c7M4HOQGyPpXx2D8wFepliapS7XPlM+cXil3sb/gfxFd+FfEFr4gsQnn2sm+EyAFQ2DgkHrgnNfpV+xfPqHjf4OaR4ruL11vJ7eY3tzKP9fKJXDtn0Ax+dfmJYosjCNhwxANfbX/AATy+K3/AAjnhKb4a6nqrASWk11pitKNqyFiJE56EAK2M9CTXPnNLnoqS3T/AAJ4fxHsca4SejX46f8ADHHfs5WcGk/t9anc6oC8Vnq95JMiNhpAZMbQcHBO70r9D/i3oHwq8CNa/tHeKryw1Dwr/ZCG20LStdW7vLe4KEeUyELs5HUgAZAzXwx+w/4Ji+N/7XHjbxXptxIbWFbiWCa3uPKLl5cJgkHOQDxg5r2X4jfCzTPB/wBs0i98V6ov2n920EMiyRjLfMTzlD14xXlY/wB7FJX2STPocmdWll8pQjdOUmn+BraH8aJLjxMvxO8Y/DaWe+VRFZ239mxG2jAUeUFIUqQoz8x5JYnqa82+JX7aXjDxFDfyN4ctlLvK220iCMYsE+WMDpjPJGcZxiun8DeKtSsZrbwnqFzbxQRqIbK7lcpC0fA+b6DOVHUemMVC/wAPvBkPiOLXHs7K1idHna6aMKJlKEsyjjAIPyjPv3rnlGlfmlG50qeLdLlozs3e+1/6R578ONe8WeN9G1XWdL0x1c2UQjihc7mMrAE5HPHPpziuy8YeB9A8IXkmoReNbTUjcSoRbWtq5NvhApy74B5zkjPrTfD+t2Oo6Bet4eNxaCWWNIYnUbbmFSSSnAIAO316Z702Xwrq99JDaywNDdznFtZrC0k8wPC7I1BdiT6CnrKV3oRhsFT9hz158z/4P63Kup+G9O1bQ47x/ECy20dwT5C2oDLnAPXgZwOeeg4rqfCvgLTl0+1hN5b32mXTyG3sJoDujZEAdiCuwliQflJOOoGK4G6tfEUPjVvhRLpd42qpI4+wbArodgbyyrlSjcOCDyMDjJrTe4vNI82113VoLH7AFE+nzykGJsLtUKPmZ/n5IB6nsKpwhJWTMqTwMqja6O2+mnTscLpnhqwl8cJHY+GY3Zr4jYsO0Y3eoxgVhanYXvh7VLnT7vS7eK6ty0dwJLaNsEjB7EdD1H4V6poXiKbx54sEV5e3SS3FwqBJkYNKMjjc3tjr9K6r9rux0Hwp8ILzxgdJ0qSeFIVtLWO1IwxdUBdwQzce46VNSUo1Iw7nHUy2nDCzrKafLd7dD5pM0sDSRCKABxg5tYzkZ+nFDXcipEPsVsTGcg/ZUz178c16p4S+HPgDW/gbY/FjxNoGoi5uTII7PRpWYyssjKqqr7iM7eTzXl9ymt2dk11qHw31i3UTbdxjcccn+JOcY/WtYS5m12PJqUfZRi3b3ldej26HqMT+IvjdpNnrnjLW2a4sy1tHItvGoESKgUYUAZHr1PfNPk+COnShYofEkjsV6C3Ht6sK7L4FaHoVp4Xms44Dcjz9zPeW20qWjRiAPbP5jpXVPbaW9sZIdItiRkErnfJ+A6DtXJVqSVRnqww9CpTi5q7aPMX/AGSr2606K/sPGAZZeqva4Kn/AL6/Wr3gv9k/xZYfELTfENvrjXFnFeWUk8UoIEXkkBgoyeu3P41Bc/HHx1oOpXmlabdWsUUEjRLE1ojFFBxgEjP41oeFP2jfiRFr1mLi9ikhlvIlngjt1UyLvGQDjgkd6F9aUXZqzGsvy5SjJx283/mfbOo6bBZRxXUIgJkcEkp0+tPEP2r9/e3iQBkI8uNMbjgmuS0vxa2poItc0prdlkCxLBc+buXH3icDH0xW/ba54agsGElzcPIEYRZ/hyCPX3rzm0nufSRrUmtyo2lWVsskgnB+cZRckn/Cvhn/AIKDeNtbsfHV98Pba4xY3ckNzKhduGSNAPlzt/HGeBzX2yZo5ZdzzMiBvlJGew96+Ef+CgUGlah8cZruHxDZwloNrQTl1YbTtycKRzj17V34K0qvfQ+a4mm3lTVJ6tpfLqeBKZFGA3XuDT0vrtG+W5dQP7rkVOukQyDdD4h00nHe6x/MCnHw7dBhENV00k+moxfz3V6lj8v9jXT2Ov8A2ctT8RXnxl0Sy07U7nzGndkUTNztjY+vtX2THN48aL7Reavc2wikUxLBcspK/wBK+PP2e4B4V+LOleI9Q1bT4oLPzpJZf7ShIUeU47N7gfjX1Rpv7SHw9kcpd+KtPkSNerXKnB//AF1xYmMnPRH3fDEqVPBy9tLlbls3bojuIbrxnaWoEmt6zgyHyyt467gR3Oc46VS8XXXxWsoGsf8AhO9XkQ4cRC+kYLke7c9aXw38bvh9relG6uvH2jvFbzBVim1GNHIIzgA4OBnrVXXPiD4FvdUR9K8XWEsci/Ift8Z2/Xn1ri5Zc2sfwPsFOhKOk18mj55/aW/aT1X4L6he+AtO0e3vDr/hoRy3c9jB5sMxJUS7ihYsMf3sck4ya8Tuvib4o8XfDB7jRp7WLUtITydUU2EJa8s5GyJMlM5R/lbHZ1PY12n7e/gnxd4l+L9rqnhvwvf6hZ/2NDsu9Pt2miY5boyAivPfgx4R+IejeNrOK68C6ibW9f7Lepc2TqjwSfK4bI9CeexGe1fQ0KdKOHjOyvufI4ydWeMlB/Dqlp/XU5yy8W62+gXc80NgzrPEqP8A2bCSMh8/w+w/Krvg/WbrWrLXYtT0qxuFh8O3boPsgQo+zarArjkFs0zxT4e1HR7bVNO0rTpmiGpmMH7O2WVd4B6UvwV1vxN4V1PWdX02ea1uIdFdVl2cqGmiUjkY5BxXTLk5HJI8lxp05JyW3l2OF0zRPEt7IY9P8M3N0rjlI7Nnz7ggZH4V658HP2PPiT8WbFIbe+0vQYTeFZZdfnkiMTbVwGCo2AQ2RkAnafxrar8RPF2syBtY1Rbw44W5to3UfgVxUt14hu7rwFFpYtbOCL+2Hl8u1so4izeUq7jsUZ4x1rOpiZyj7uhyRx2Ds/dcvLRf5n2R8AP+Cb3hT9lh9N/aD8fftb+GNVuU0+W5j8D+GIJruTVIvnR7WdwNkYbawKsQ4+UgdDXk/wC0bJ+zz4l13WNZ0GLVtI1Oa9DReHJbP/RbeMqvR8h845ycH3r52+1XarhJDj0BxXT6mt4rQrPbkObO3PzZ5UxIQfxGK5pxdSalfX8y5Zv7TCujCmlG99ddbf15eR2Pwt/Zd1b40xahP4AuLYnTljMsV1qEcLOXzgKJAqn7p/jr+q7/AIJ8eH7/AMJ/sD/BDwrqqBbrTPhB4atLlQysBJHpVsjDKkg8g8gkehNfyceGPC3jrXbOSbwt4bv76OIqLh7G1d9memdo46H8q/rE/wCCeEN1b/sAfAy3vreSGeP4O+GVmilUhkcaVbAqQeQQeDXflnN7ad3pY6MD7FwTjTcZdXfR69FbS3qexUUUV7R3hX843/BciFJP+Cs3xlG/BN3oOMJn/mXNLr+jmv5x/wDguTayz/8ABWH4zMSzJ9s0EbIyFP8AyLulZyc1w5h/A+Z6WV/7y/T/ACPlS3kgheS0mUXbMNokUldnP3vrx3pnlRtemKOGJ3f7qpKWRR7+9PWOOOHYJBsU8wxnjH9afatvPlqxij7RqMf/AKq8ax9A5K+hGLbV4tSWUxsmD1UADg9Mj+VWJ4opkMkLGNWGJEB3bT6e2feq2pSSzzFY485OAEc4X/E1PpkNzEha7YsuPmRifmHfNFtBNtlfzCq/ZbeNQFIwRxj396uWV1HBD5zSRuckBXizn6VHeW0Ue25YBlb5kUjGR+HpUTPFIodLfB7ZJP6VJfKrCzy3csjTXDlA7csxxx7Y/lVmKRbmLZb2LtsHDFyDgew/lVaKKZpPNckheAeCB+dXLG5lS5w8phjYYfa2Nw9CfShsaT6Hs37Mv/BUr4b/ALENofhX8bPDmq3ehazPJqOmaloVskk1nJtSN0lid0yjbAQykkHcCpByvzN/wVc/4KTaD+3x4w8PaJ8NfC1/pfhLwoLh7OTVlRbq+uJtgeVkRmEaKsahV3E/MxOMhV8o/bivLeb4madYWo+SDQ4zxjBLSSHI/SvH9Oj3SDIr7vD8R5rV4ehl0p/ul5a2Tulfsv60P5xxPg9wJgvE6vxnSoP67Jyd+Z8inKPLKahtzSTafTVtJPU1dDtL+e5VLCJmkbgKq5JrpL3wZ4xt7NFnkkK3DL/ooc5Y87crXpP7MPgu0sdKuPiTrti7wxuY7MMwRHYDLElsZAHYH617P4R8E+H/AB3pV/8AE650m6stOtstAyphJFCgGTJBBABOMevavlcRjlTqNJbfmfquGyyVekpXtKWq9O59IfsOWHhL4afsd6lomv29xJd/2KjW0kdh5iea8u487xzhsjjHHNeRa/cTW12IjcBI1YlXkC5XnJwo969h8L+M/G+meC9L8FeHPDekXUJiFx9iutOklMjLAU+Z43V2ADZCDAzgkdq8c8Q6z4gj1u5gk0eO1nWR02om3aT97g847YP4189Tk5VJSe7dz9Gw1qeHjCO0UltvZIzH1m1m1KALfyLMkoeK5CKJI9pz8pPXp0PFbWo+J9N8X3dzrg0J7rWUK3MkUkkPkwyE48zy0bLuQemMDGSecVz+oRS26rLqGjLMxYEMY8MR6ZHAzVJ9SWzuFv8Aw9curiXdJYvLltoOSN2MMOPzAroUVLY4K8FCd1oda3w/+L+pO8+pPdvCU+0SxiKNVJ29WCDDHAH3u/uefc7r4keKrn4AWn7P9poWm+FdOOnvHrV3Y3CyS6iQuFMqlFCHBJ+VjyM1wun3/iLwG9lq/i/w1cQ2Gq2UV1a3BlISWJ1zGxCnaWx2JDDHYil+JeqR+KdAn0ma4l0uPULUxjUbOIOqo2OY+cuxHGCQRnkivNq+1qtJpfI7Fh6UKUpLXR6X3+b7nhPwx8ZW2jX2qaJ4QikihuJTDPKCCs4UtgkEdMZ4z3pn7QHx8v8ATPANt4Gj0KyW4ntlis721tIrc2iRuhOBGg3Mw4LHk9ya9I8Tax8PdP8ACuj+CfA3wnsbe40iFYbvVILN1mvGGcvcS7yC5zztUD8q8c/arsdBGj+GtYttGiW7v73U4Qkc0mFghuFijwCepIbnnOK7aajKouZbnyOPpYjAZNKN1z26LRJtJpaedjhfBfx2+K/hbWNPn0LxJmZpAi+fAj7gzY2kkZI49a1Pjn8eNX8efEcXfijw/pt5/YV7NDYyxebGXQSfxYchvu9cVi+M9P8ADHwx+Lq6PDaXV3BotzbtKjXKgyMoR5Fzs4+YsK6ax/ZT8V/EHxxc6F4c8RW0l4dHh1a6+2RNGsRnbIiyu7LDPXFdL9ipKctND5mk8znTlhoScmpJNXvte2/mn9x7T4B/bA+G3i23/wCEk+JV5baLqdyu02sUckibA7YbO04zk8Zro4Pjb8CtY1OS4PjnSJEKrsSZ1TIx0w2P1r5j+PPwt0f4aQ6Zp0OqRtqtpYwxa1axKxUOd+2RWIwc7WBA6YB715v5wXB559q5vqlKfvRbR118+zDB1nRrRi5Ld9X69L/I/Qnxv8UPAng34N2UZ8N6fcIlx9p026gU+bO7q3ybt2DFyGxjjaNuM4N79lf4qeF/jXZXvhfV/DenR6rBIWaFoQUntz0ID56E4P4etaX7Onwz03xb8LNKj1rwzb30cmhWcMP2lQylDCjMADwOcA98rVib9lPTfhf8RrH4n/DG7fTLi3nxe6TOzNbTxMQHQMPmTjOPvAECvOq1KMlKm373Rn6NhqVRwhVSVmldHU+NPgb8KjFHav4P0uKRgcS2lmgK4+gwa5f4e/s/PcfFC3j02WPTDaRMHlsbaNfPjfbjqCO3Xtz3r0vUmghmW7uXKxOcAqMkdOBXCftD6lrqeBT/AMIN8QZdCvTdIgljthunjZgGXzB80eBlsr1xjvmuSlKtJ8ilv3OytSoWcnHRHouv/B7UdEtJ20XX7q8kjgabYEiKuq8lTtQEZAxnPFctfR3CspAPlsgMbA9qvfCjx3oNz4FGl/DBLrWm0/T3hAupxFNeXDZ3O7SMM7m5JJ6Hj0rB8Ga1r2o+GoJPFvho217al7e7gjukk2vE5jONuQeVJHNTFVE3zdH6P7jzsfSopRdPr9wnii/u7TwbqzszAJp02EAyf9W3Nfl78RJBN461eZHJ3ajOQSP9s1+hfxm+MXirwf4qv/BWjeAZdUsL/wAN5u7qORCtukrOolIPzLjb94cHp35+Kviz8LvDehatea3c+LTaR3Fy7x2s8AklyTnA2t83JPOB2zivcy6LpxbfWx8ZxBQqV8PB09eVu/S336Hlxd04Q/U0GRm6tVpoLI5CXDkZOCYx/jTk06xaIP8Ab8MWwU8s5H9K9PbU+KSG2yoyM81yIwIyUBBO4+nFMMrEYDdOnNWL6wt7Wyimhu1kZnYNHtIZMY69uc+vY1SYlWG0H6U4q+oJEsdxKj7xIQfUVr+D3vb3xNp9habi0t7EoCt1y4rHlWKFgu4NkAkrn06Vs/DhXn8e6LBASGfVbdRj3kUUSXu3NKcU6kV5n6x6D4Ogl0Y6zcQbmRCw81cl+cZ+mK8j/wCCgsVhafs4X+qaQ5hZrq2jIjG3IaTJHHbjFe2WOrahp1uthfwyQqLfiINwcmvE/wDgolLf6h+zK9lpllLIralbySOFzwCzH8AOa+Yw7k8TH1P2HNl/wkVuVa8r/I/Pr+3tcjQhdYugvAKidsfTrXRp8Tp7f4UTeC73QrK/uL3VxPb6pfxmWewREwyQknCiQuu/IOfLXGMVyTKT0ZMD/a5pb/MemWzjlGkkw3rjbmvorK5+M06tSF7PoQiRcEkAnOeBTrq8uLoq80gYqioOOwAAH5CqiyKJOM49Knki2NsmBB7r3p7Myu0d5+z/AKno0PxH0i11XwpDeudQiNrMHcOkoYFcqG2suQMgjvX6G/BT9iP4fvosmt/Fjwvp+paheMZzaCyWGKBWOQoCcjAI4zX5+fslWy3n7Sngmz8oyKfENsfLAyWw+cfpX7IX7aXouhBLhJRLcgpMWOcSYzgY54rxc0r1Kcoxg7XP0vgrCUMXhKk60U+V2V0uqW/f5lf9kb4S+CPC37Q3w00rQNJuLC30/wAb6TJbWttqMwiQi9jYfu923BOOMc5Oa/Z2vyC/ZK1PT1/aS8FLO26R/F+lqrt3Y3cYH86/X2vb4YlKVCpfuvyO/iOnTp1aagklbp6hRRRX0584FFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAH8hnhy3VvD1kY7sRFbOM7jHwPkH51pQS201v5H2SNmQktcSSFVbIxj6fQVnaBYs3h3T5LkeYPscZyzBUB2DBIzzWhKIwAZiZxj5VxwD9K+Zau2fYxa5UMsoZJA62cCu0eS0jNu5/wBnPFO06K+tZJftkLmM8OjHbnOOff61PbSuE86SYMVBwhOF6ex5qjMt1PNiENkfxhj/AJApct2Pmdi3d20ZXmXfHu3IG53fUj+VQfaJJSJAFRVGGbHUemKu28bJa+XdtuJOFJH3D0zVe4iisZyJYg7A4I9KT3CKutS0b029v5VuUaRl7RjePxqnG7RyKbtyAvzbAckn6Y/U0NgsTDHtPXJOcfjT7eOaLMrqSW6A45H40aWKsWQwlC3P2IoufmYln57ZFfpd+wxpF9oX7J/g7TNQQLItpcOAuMFHupnU8eqsD68881+behTLLKtvezgIXGyEthc+uO596/Uv9nLToNM+AXgq1t4igPhexldS2fneFHY/izE/jX4d47Yjl4bw1C3xVlL/AMBhNf8AtxphYP68pt7RkrddXH/I7dBzTNQ1bS9EtVvdZ1a2soHnjhWa6nWNDJI4REyxA3MzKoHUkgDk1IpVVLOwAHUk9BX5c/trftHaX8T/AI06l43ke5vtFgK2HhqB5gqfZ0+VZYk4JM0u+QMRnayDovH4lwFwTX42zKdBVPZ06avKXLzat2jFK61lq1d2Si3rs+jMMb9TgrK7d9+iXX77K3mfdn7cPx30v4HfBq80tdagXxJ4mibTPDdiZD5rySkRyTqo5CxI5ck4XcEXOXGfBPi1qfg6P9mfw74d0+1uU1D7VN5ztpygeWu3bhjIRjryRnivnLwj4RvotU8N+M/F91ql1qN5cRJZw6rcO/lKN0giG8bgMM74BAycjrmvZvHvjn4heIvDt3ZjwppF7aafYxW3mRaVIklvGu9vlKvtyd3LupzgdK/png7g3C8F5e8LTqe0nKTlKduW/RJK7skvN6tu9mkufB1q1arKrUjZysklrZK73079lpbQ8YvdSmhvJJLu98thwSmCz/l0pvhrxgND1uTWtMkJkWBoJ41SIC5SQbW3huDgEnPU8VHLquuX+63jsxFvcNIkaDnHQYP86zrxrOynKahoP/LMiR4WMZBP8WemfbFfdLlZtioKav26nQ25fVWhuvhtpMzXN0zW7ajO0MrhQc+WqhiqIASMsMtjpWj4U+H/AMSLLX9P1fxFpL6nDaXsWyzvQiwuqHdsOBtRcLyVGfXrXN/D6fWJvG1honhq4N8L+Vba3iBAxM5CoCH4GTgE9MYr1zQfE+o+DtRk8I+KvDrWuoRymOKC9nbYGBIKjJAUZz0yprGu6lN2ilt8zHDUadVLmbuv60RP+218UdS+MPw8lvfFsNnouieHRGdL8M6dMJIUOMYVyiNklu4xwPSvDPh78QL0+F7Ky060RbLT51nt7S8t454g28sMo6FTyM8g16V8SLLw/wCMdWsF8VpdJZ6bqK3lxo8luAuobcHy5MEbYhjk9wcD1HPfELxp4U1jXb/xB4T+FmnaRp8djLJFa2drJb26siMy7FLsxGcdTWNCDjT5WtDixWGf9oSrNJQUbecut9Nktuh4p+0v+0BrXifxRDpOk2cen3GnSObq9tVVDdM4QjKooChcEAdOah+Dn7SXxX8L67fwQa5BLaRadc3E0Vxarhnjibaflwclgo96s/Ez4e+FdV/alvfAItWhs41WW/ngnbcrLaCaXBbIGGBA4rhfhTBY+JvFkvg+0gnin8QR/YIboyK4tt8iM0hXA3DarDGR1616EY0pUbW0tf7z4StXx8M1dTnabm4qz/lskvxSNjwh+0lq3hr4vTfGGXwVps+rXQkEwSSVUYvGY2IBZtp2k9K+lPDH7TvwJktQdS8X29rdyOz3EElvIVjkZiSu4pg4J6968G+Gv7IPizxip8ZaTrVhPpNhrkltObgNG8qQyAMygAjBHQZrhfi1oPh/w142u7Twtqf2rT5J5Gt2KMpTDsrIQ3PysrAHuADUVKWHrytHddjSOMzbLML7WaTjJ3V+re7VvxZ9haB8SPgt4kMenW/ivSLu4uJ1WOITKHZi3QDIIJ7Y55q/+0T8e/D/AIW1Kz/snwfpyaqtikLrDCwj8tS22SRdxzIcgHGMhQTzyfjX4EgXXxn8L2pbG/XLcZPb94Oa/STSfgL4W8e+EobbxT4Gt7hplaWeSX/WqzDG4NnIIGBwccCuKuqeEkua7TPqOHcXVzbDzk4qLTS6kPwUuvh78evAFnr8PhfS3jCbb21ubdX8i4A+YfMCevT2IpnjP4E/Dm8vJI9E8LadBdR/dCWieW564IxgVB8IvgS/wD8Y6hZ+GtdkuNB1eLc9jeg+ZbTL910ZeGBGQcgHoecV3Re0s7ww30rq5G5dq5zx3rzJz5ardOWnQ+thTjKklOKv1OT/AGf/ANn+S5Oq6imtyabbTyAm0ggiVEdVCk/Mp5z2Fdb4j+H2p+GFjuoNRubq1W58iXzUTarsCVYFVHcbcf7Qryz4yax5HxK0STWfiffWfhZEM+t6JY25jMhXG0bo+ZBIeCG6Ad88eh/EP4h+ItQ+F03iT4d+F/7UiW5jvJP9MjiEFtEwZjhmHJVeABRONZzjJvR/h8+5zzpYV0ZpRs1/w+xnTpdpMwkRtwboD1rzH9srVJ4fgHqKTyn94HBKrwP3UmBXrNvdCeSN7nTjG8vyhvODAEjocev86+dvjL8TPEXxL8K618LfEXw/urbS49aukt9YjljOWQPGUVu+MA7W6fjk9OFg51U+1mfPYiH7qUU9WnbzZ8KuDuIBPXuKaJZFOAcAV13jnwHoHg+Y20vjFbi5wMW0Vr834ndgfz9q5tre0YY85uMf8sx/jX0iakj8yrUalCpyVFr6r9CsHYtkmrRVI7be10PML48oA5xjrnpT/wCy7HeFj1EuNoPyxnj86bqlrFaXfkwXCzLsUiRAcHIzjnuOn4UaN2M7akRmfO4N9aWK5kQEeYcHqM1HCvmTCJnCqTgs3QflQWjVtpH0q7Idj3D9g2O/1P8AaI01YjJ5cVndM20+sTAfmTiv0ai8J6XoUcF3d2qbZn2uGTJTjj8cmvzw/wCCckF5dftJ2a2MJkZNNuX8sHGflA/rX6LHXpp4vs988gYT4254XoPrXgZndV0vI/TOD4xWWN/3n+SPjT/gqGzaP4r8MxaXdSRpLaXEuxCVwd6rnA78V8rt4h11AA2sXRHJUG4bj9a+pv8AgqqdRvfHvhy7NlIlrBpciCRl4yZSRn3OK+TWUZ3PIoHqprvwa/2aNz4riRzWd1umq/JHVfE34jHxdp+i6N/wjmnwS6Xo8Vvd6pHCTc6i5y4eZ2JyVVhGuMfKig5xXKQXb2s0dzbELJG4ZWx0IOQaXXGaO/aOZcfuo/8A0AGqttulfykUsT90V1Je6eNVnOpUcmTPK7SbnIPOTkV7v+x1oUfxH12/8DaB4Psk1m+0/wAhL2SJp4xEZELM0bsVDDaCGHT04rwULHv+Yk49DX13/wAEfbA6h8dNdfyWfy9A2llH3AZkyc9uAa58VN08PKa6HrcPQVbNqVJq6k7PTpZ7dj6v8IfsS/AzQvDVv/a/gey1TUIwu+8mj2NvBzkBMf5719xf8EffCWi6P+0xr2q2H2sSt4GuYts2oyzJt+22Z4DsQD8o5+teAeMb3SbOBdLs2kQxgPGzddhGOceuK+kv+CQt/p83xw1i1t1xKPCF0xHfH2u0/wAa8fKq1WpmVJyfU/W8xweEw+XVfZQS06I/Q2iiiv0g+ACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigD45/4L8qG/wCCTXxRVun2zw3nP/Yx6ZX87zRLGnni92L3Rkxu+lf0Q/8ABfhXf/gk38UEjcKTeeGwCRn/AJmPTK/nhFmIZ/Mk+V8/LLIwJxj+Fe1ePmP8Veh7+U29jK/f9EOuntrm3MyWccA2jO6YhjgclR1yfTim/ZrueyL2VphG4yMM5H48/lSuVjl+UFpc8TNzgf57VPJIyWpPnbmfGWY4I+grgaPT5uwywWUWYt9R3LuJMblsbDjp7Z70y5QW8v2iTDOoxhk+79M9frVeCK9lm3xKyD3JI/H1rUeAToIDzIFzvxksoHShqyFvIpW8jtOGkYIrNwo5/GrN7eTSxC1tAjAH5mijAz9e5qspt4nMPkBic/OCRmmkOVIgXbnjjv8A41KLtYltbhYZC0oaRz8qoj9B9e34fnSa9b79HvAYkgH2Z5FaQFl2qNx5PA6dKfGJbePy1jBPUhscH8Kh8falDa/CrxFfXNwZZodCuNmWyVzGQAB2HNPeSIrXVCTXZnw3Kd0xPqxNXLKNm4AqmozJn1rp/AXhy88Ta/ZaDp9u0k11OqIiqSTk+gr6SclGN2fnDTlJJbmj4f8AC/ijWbf/AEFXSJFz5pUgfnXt/wCwR4D1K6/aJt/EmvtLKumLIzS4MjSSEFOMkbsZ9e4rr7LTPD2mQWPwm0nw7Ld3czJGjKQ8nDAO5VMkLntj9a9r+Bfha0+FHjyWHQbdZr21sUnkOoQiQDc+5WKADcGYMME9Fr5/F46UqMopWv8AkfSZdlSp4unNyuotN+q1seoftna14c1PxzbN4OhuIUtdMgDCazWE+YYl3Ane3Odw444rwKTVo7eJhPe7ck5iiQMMeh7EGvTfjN4x8f69pMHiLWvCWmlLm5llTULWwkjMrO7MdxZmTAzgKoXAA615jLPq+poA1qGhjTCxlQVx1P0+g9a8yjZQsfcSftKeq36WLWh+M7DS/D91pV5NKum30wnkWEQ/6NIg2qybyCCSTwDjoOmTVo6J4v1OSax+H2jSWFmu26OBDO8jthg7yEkM2c/d6cjmuYmm0lS1vdWDWR83KXEZIVMdivOR79veus+Dlr428TPqekaDpcmqGytTet5cgz9mQhWKk/NlSVwBzjp0NXUTjByjb5nlwpx9ryt6Pt/V7Hd/s4Dxf8HfiTF488TeArTxBLDaOVTW7nyxG7n5ZA+xmLArkDGMexrg/wBtrxXP4t8Yad8TviNqp1XV9VJjFohUCBVJIAIHKjcFBxnAHpXpWhfEBL3T30z+yHN5Ch+1xuxknHPVQxG4juCMj6dOQgm+Hmk/EGb4m+N/DcHiPZppsrTQtVsmltrNj0kAR1LTE8gZwuec9BxR9pKvzta/19xWZYP2mB9lS1ba1e0fPz0067nMaR8WdetZl8UXKQTObJ4d17ZQzOsfGdjOh2E7eq4Ir538bfHTxJ4r8e3Xijw+v9kW0oHl2EOGjQLGAeCMHJBPTvX0fpCaJ4n1+PSb/wAJRWVlqF/IjKxeNo7cQTyvtUN8v+rGDzXzDovhzQdS8EeJfGlzayQjSnt4rKOCbAd5pGGDuDE4RWNd1BU4t3Wun4nyXEP1iKp0qUrLVvpdxSbf3M7zwr+1b8WdF+Et/b3l3YX0X26Kygiu7Yj920chcfIV6AKAe1VP2cP2iLD4ai98Fz+FLK30zWXDajeCaVmgVEcBgDuyBvPHeuY8H+HrDxz8OdW0+3uJbBNASXVbi4kAlFxkRxpEANu05DHPPXpXe6D+yHqHgvw7ceOviXrdnHodxoLSiW3EjTW7OiurFNvJXPIBOelXOOHScZdWeZhamb15U6lKTajHd7Ja3vfZdPke2n9pD4A6lpb2ll49tAzKABPA6Ejjj5lFdR8MvH/ws1LxRaan4WvdG1e5sVabyVZZAw4HzqpBZeeQeOema/P/AFW1bS9UudMaYSG3laMug4bBxkV7f+wFYzax8UdUtbaJpHOjbQinBIaeIHB+hJ/CueeFhSg5pvQ68rz7EYvMIUKlNau2l/8Agnsviz9prwh4a+KjW+m+DrRtKOpM2pqisQoZyXWLLEhUzgZJztx719Jad8PPhz450eLxLceGNGu7a4gD2872kbFoyMjBxnpWD40/ZP8Ahx8RNJYav4QjsyqKkN9YYSWMKMAf7Q/3gas/BnwNr3w58GN8N9S1ldQi06crpd0VZZTC3IjcHgbTnBB5GOmK8qvVpVIKUG01ufotCjOlNqaTT2OU8X/A/wAFrBLqvh3wzZKg/wBfAbRTtUnquRnjvXoXwn/Z5uNN+HVkl34wuQYov3UQSEALjO0ZQk4z1/lVu1vdMhVkklYurAOhjBXHpXlfgfxlbeGfjZq2q/EH4oX2sxxyG38LWP2cxQwuy/OzRr8ilc7A3fOeM8Zp16tNpPb5sqVLCxmnOK1+R6TrnhfWPD161rNNNMs1ss1rLMiqxTJUrwADggHOP4hWSj3UTiSMEH3PC1d+I/inxpF4t8Px23hDzdFntpLSTUzqEY3SlfNAC7i2NsZHTqayfG+vyeHfBGs69aaUzXFhpslyIvOA37VJ4boMEfypU1JpX3Z4+NpwhWly7L/hz5h/4KZ6g01rpFnJI2V8sj5eD/rs18fEHGc8AdK+uf2lNQ1j9oTSdPufGXhe48OXmn2sCRO6oVlQb/3jKCM7lPBU84zzmvmDxHoWgaLfGxsfEovnU4kaG3wi/iW5/Dj3r6TCL2dBQ6o+A4goVfrbrL4GlZ7X07PUxBNJ3b6CnwlmfAPJqwlnZTSqsl2UBP3mj4H5GrFjpFjNdLGdTCKXx5jxnaPrjJ/SultI+fsV52SEoIroSHYC2ARtPcc9aiMrjgNxSSKA7KBwDwRRCokRmdwNoyA3fntVW0GkSx3cigAyE46DPSvsj/gl/o15rml+I2uUkeOa+tlUbuDtSQkn6ZFfGKvHnoc5r7f/AOCVR1O28FeKNUs4GdY9RiUuD9zEZP8AX9K48f7uFlb+tT6DhmKec07+f5M+r08PaNpMz6XPbpkwho3EXJJHPX61+bX7Yd/f6f8AtIeKLOz1KdUhvVjQpKwwojUYHtX6W22tC5uo3bzZJEgyB1LED27V+ZP7Yceon9pDxZeahbmL7RqrvF5gwGXgZH5V5uW3dWV+x9Nxomsup8v836M4zwt4t16w8VWF4+tXeYr2Jmb7Q2cBhx1qL4ieM4PHnjC/8T2nhXTNEtry7eWDS9JtvLgtlJyEQEk4HuTVDSo2bUoUVhvMg2hTnPvWZJKG+8MHPGK9hLU/N/aVPZcl9LlyK9lgEiW7BVlTbJx1GQcfmBTba4MNwJnto5tp/wBXJnDexwQf1qGBWliLgHC/eJ7U6MIuXUnPvT2M02mfYn7G/wAHNO+PvhK003TfDlrpml2OpyT61Ibbz2dyiKFjeQkqCAp289Pbn6/0b9ln4I+A7y31vwz4Btra9hibbqFtPJDLyME7kYbc56CvMP8AgkHpNtP+zvcXV7bymKTxDOxkj43sFjCr79/zr6H8W6vp9zeFo2bao2Spg4Yrx+NfM4zEVniZQT0R+15BgcJLK6NecIuUknsvw7fI/QP/AII+aBp3h39mbW7XTTcbJfHN1K/2m5eVtxs7McM5JxgDivq2vmT/AIJR3lnefs46o9njavi+dWA7N9ktD/UV9N197lLby2l6HzWapRzGol3CiiivRPPCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACvx//AODqlEfxB+z/AL2x/ofi7nbn+PQ6/YCvyB/4OpIZZ/EX7P6RyYH2PxeWAGSfm0PpXNi/92l/XU68B/vcf66H5MRtFY3CSzyCdcg/Z9pB69DjtSXi26skhgRRniJJyXyeQDjsKdb24gyqP5LEfP8APudj7kZp0LhZMWymLJ+d8ct+deDZn07klsMvbLVNqGK22LwQIlBAye/f8TVvaZo1WQlZ41AJLZ3gDrjviodQkZIlhj+bA7P8zZPeotMt74Shy7IucjJ/l6UJCcmDMto7LGqu0hJYleWP9Km099jfv5kBVRkOuQPY+tS3dtFOjTIAipw4x/F1z+NVhJbspjFqBt9zikUloTXt3dXcwkjQCNR8uAFWlsZ4igtxE07NyzbyBn9M1XEU0pCKDt6lR/OrMc08Tp5TbNp4lGMj6Y6UOw0jz79qaEx/B29mfbGUuIY2R0O4lpFIwT14UnNfKaffr6o/bSv7WP4QWUEMm+S51tN77t2dschOT68ivlm2TMmPevYy7/d2/M+Nzxv66097I0dOhlZ18tTkHjArrrPwl4zexOqpNJbIqnBLFCRjnGPb+dav7PHgAeNPGKm7t5WsrCPz7x4wOFHbJ4BJ4ya+k/DXh7RPi74nXwvp/h+eKLT42F7dWvz7TwAm4ZAYjA59fXissVi1SnypbbnLg8veJhzt2u7LzO7/AOCNHhTSPCGvXHirxrazmC+vUSRIrXzWWJEbkgsvHzA+uK6X406nDeeMtU1PSVKW890xEcsKxAKCccZJ9epzWt8Ctf1H4eeCdTh8E21ni4muLNpbu085vmxG4XG3YQQVDDkVhfGTWvFi+KnbXPB1jp8kihjHZ2skUeAeNolZm699xzXzs6jq4qU31P0LK6Sw2ChR/lWr822zjNQ1mzjg8m7uvtCgYKNGNufbPQj1HNbMXifSdZstP8J+JY7q+NtF9lsgtxbxG5RgWMbOWBCAt15OBjnJxjXp1K7R7/VLBZwxJPmR5wT3GOT9azJrmwKBrV30+6jjwoMhIkOeCP7h74NaqMZaIzxUNeZaM6qHwv8AFjxDDHPo9vPaWvNvDb2luiBI+MopGZAMj8efXFez/s6fELxx8BvBet6To/g3TrfVtVn8uPxPNcKl1aJjY4RPLIYYBIJI5Brzf4et45Pga28d/wDCN3E1haXbWdzdQzbdkwUMQSnzbShByRj8Qa7K98e2eraKL7T9JDW6NjdDglWHUSEn5B79P5DgxHtJpwsrXOqhQo/Hdng3jzWdO8B/H+8uNMu5L3VTK1zNqMRClXkBJGMHHDY4x1rV8RfHS7+HXhLUL7U9AsdRikuVmmhksoUkmkbCjdLsLsBwdpOMjNdHpz/DbwL4T1nSbjwXb+Jtc1y9a6HiC+01mu4gRjZFiQBIge7AknkAdK4L4vW2i6l8G/EOoaroEMUum2VhLAomky1xNdunzc9NkZOOK6IpO3OuyPm6lKvg8LWqaRk+ZxS+zo3r0bsvM8I074u/EHTGkv7HxDIjCZXjDorhGySCNwOMY7V3Hxe/aS8e+Mfh1o/gvxlaabqEN7p6Xd0zRPHIHEz7MFHAHyqvGMc1xPinw3oWg+AvDuvtFOLrW/tMssSzDYkccnloQCueSG6ntXRp8KZ/ivpvhjVtD1D7HJq17FoljY3CbgDFEN8xdcfKW3HG3Iz1NdslSbUpLY+Kw9TMIxnRjNttLS+lnZ9dOqXzPR/gD+1X4Tg8M2Hgnx5p1ro+maEu2xu4fMkaVmMjFWUBu7k5/CvUJ/j/APAfXHtktvH2nbFJ3idTHzjvuA+leBePv2aT8JPhxNbeONatE1qS/aXSza73SaNYizxsSo2/KrMCe4A7140Jhjdk8H0rmeGo1nzQbO+tm+Z5Zy0a0E3Zb726J28vLY/RbwV8QPhlZ+Fte13TbLR9S0+7tGgurpfnEACZ3oUYbZASCDyTwDkcVynwM/aN8KeIviaPB2s+GbS3sr0GLSZpU+ZZc/KH7HcO2OCB61i/8E5/DMfiT4c7bnTFurca3cSSRv8AdDLHFtJHfk5Hb5a9k+Jv7FfgjxLCuvaLayeHdWiYS291py/uy4bcGZOgPuuK4as6NOcqVRv17H3eWOtisDSxEUk2rtHbeIPgz8NZdLkvtV8E6O0kuCzJZoHJPfIFeaeIf2ftIl1G00/w9Y21tHc3KG3vI7RBJC6spwSB7fjzXq2ltq1x4Zs5teaFryG3Vb5rcsUdxgFxu55POO2cVW8Sahaf8Ivd/wBm+I5NNmNqxi1E2SzG3cdHCNw1efTqVYysmexVpUJx1jodD/wo6fTbGC4Pi29lnZEDKqQbgx74EdcrqGl6tpQksL5GM1tcNFcEjBLA43Y7ZGGx71zH7L/jawsdMbRPEHjO81rxZf3Cz6ndXUjFUjBJjijZsAKByQMDLVuzeI/Gd98QNe03xR4LNhC00V1p5bUI3MkLgoCdpbBzEx/EUclWE2pdPkcGMp4eVCM6as2x9pNdQybQ5VTyWPOfpX58fty3pvvjtfyMzbl3gqR0/fSV9w/GL4l6/wDDbSNH13wj4Ql1O5l1hIFsUZCzMFZ9u1uHzt6d+3pXx/8AtH+D7H4ieKrv4j6rctoEtwZHu7W5CuiEyMdowQRjJB65PSvVy6PLPnez0Pk86oVK+CcKerTTa2073eh89MWQ7gee3FJ5shGC1aF9aaRBcvFYao9zGvCzfZ9u76AnNRxWFjIXL32wqMruj+99MGvZPgOVp2f6ENovmMFaUIu4bnPYU+WRVkZI5t67iAwyM+9WU0u0WymnW/G5EBWN0IL8gcYz6559KoPwM4NNWbBK4/zpM43YxU8d9Orbkdix7g1XKqIRMzjcSQVHUe/+fSiN0z8vFOyHbQ/S79iDwdJrP7P/AIbj1KN+LMsWkyQu6aQ4x3JGDXpXjDTtJHgfVBHEsU9taTtlI8YKozDn14rif2M7rVdG/Zt8ISvG6RTWKN5yty2WY/8A1q7rx9qssnw58Ry2MEkkr6XcKBjp+6fmvl6zbxL9f1P2bBRjHKqaS+wvyPyjl1zWo7l2g1e5Q7ycpOwz79a6D4a/E+68HXOqalquk2+uQS6PNb/2ZqxeS3keTCJIyhhlo2YSKc8MinmuWvrW6tLqW0uo/LljcrJHJ8rKR25pIlYafdvHztjXeB2+dQK+isj8YhUq06l+quQz3TXNw086Rgt1VIwoH4AcUNeztbC0D4jVy6rjoSAD/IVTeQE7hnPfFTFD5QlIIVs7T61TVjJuW5f8PahZWOoJJqWhwX8Jb95DNI6ZHsUIIP8AnFfoR+zZ+y14Y+LVnpvjzxhoNrHoJ0u3g0vTvsKh5VWMDdI5yznoM9ePavzriKx4CEjJ5zX7Ufs2WVhonwD8L395bSo9v4ctDEp4GwRJuYj3P868rNK06NNcr1Z91wTh6WMr1I1Ypxik9Ut9fvXkYWifs/fCnwH9psvB/g8aTHduvnDTb+aHzSoOM7WG7r3r9pf2YbODTv2avh5p9qXMUHgbSY4zI5Ziq2cQGSeScDqea/IJdT00eII5XZmi83KBgfkB+tfsJ+zpLFP+z54Eng+4/g3S2THobSLFdXDM5yxFTmfRfmfU8RUaNHDU1TikrvZW6HZUUUV9kfJBX85X/Bce5X/h658ZoJslReaDgZx/zLul1/RrX83/APwXVWSX/grJ8ZE2YUXmgkNjkn/hHNLrix/8Fep6OWO2Ifp/kfK7OyxgoVVBjoelEUYuGARgPXP86oW5ktpo4JEeRDyQVPPvzVyC+jjI8xljkBONvSvHaZ70ai5SdzCoAggBIOC4A49+asLepZQyRyBWLcLI5yR9KiRLu83TRrtB5BkO1f5VIlvZIivNfeY4X/VxpwPxP/16kfutk8FxFJA0M4jKSL9/yxlPf6+tJcaXPZ5uTFK8asF80IQufTPeolu44B5qWanbwrStvP8Ah+len6f4l8C23gNNKvZrjVb3UrVTqUMpVBbMPutEcnou3nAJORwBzDQ3JwSsrnmXyuoWV3B/hzzSPcC3DM/KICWwhJI/xq1JAbWU8DjuTz7CoDHr9rImqW2nefHGxLbgQBjn72CKfQpy5Vc+Sf2jfEMPiT4sX9zbSFoYIoYIgf4Qsa5X8GzXK6RC0km1RkngD3qx4/1SLW/HWr6vBbCFLnUppFiEm4IC5OM9/rU/hNY01K3klAKrKCwPcDn+lfRQXs6CXZH5xipudSUn1bPs34Kafp2m2nhv4eyRWsS2cQm1JvLDSFVj3uDuBCqS2OoznHPSvTvjN4kTXfD+jeCvBUDx2N/cQWsxtEx5pacecrcABSvyjoOK8i+C3h7VNP8Ah5b+K9YtS2p+I0+0I5Hzx2mSsYPf5iu7/dC+teufCjw7ruu/ETSdMexEem2sMqXkbzIDJdF0K5DZwEDA+5PtXyeISjNyb2PusBGpPCR0tzJW8l/wx6jpsDt4kTTPDmoS6Lc2ekTveyy3ojCwqCZFyfk5RAOTljKByeK+YP2j/wC1bLxfZxwn7PHJp6yF0n2lsu3Jwepr7g+IOlfD/Rvhr4s8Q2d7pFzfwaVYafY2b3rx3NszzFpZQvytKMRgHcGUBup4NfB37Q95bTeI7H7RcTSP9gzMxXO5vMfjJPYAVx0HzT9NPwOjOqTjlMlJ68y29TkLd7yS9W4n1ZkTzVxI10OMfU16VNfW15bpc6RNDIEDANZzAqzY53EH8x715QYbOfTXb7eVZMEIbcnd1zyD2rs/g0NGtvDmqNPNFJsuIjE0u8FHIbpggHoMg+tdvwu583lFWVPEew6T632smzptB8a+J/DMsmmrq32yymAE1vI+5I34+ZQeAfXsRXS6d48vrbZZWmnWNsNpR5jGRLIx75bPl4zjgA1xGqWkrxrceWpRmJ3RAAE9eg5HXiorXX1lnMeoE/KwKMrj5j75OfStXCM9T6OlXVN8snodxYalrOna1FHBol15Esoed7e5L+cAc4y+R+tcR8R/DUXxM8V+E/DWnapGJvD1gDrENwrK5ke6aWby1AIf74PXPB44rRu/FF1faX/Zvh3VA904Kp5LEKDj7+T6D+VUfF2t6nb+ErjTH8Jww6iIykd5b3GcFxzIGbJ3cnJ9SahQTd1ucWPlhsRTcHO6+/qnZW9Ec5f/AAUXxx+0Vcz/ABF8S2elaJquoXN4+qQXsT7YcsyADPylvlXkcE819PfCrw78O9M+IWveNdB8XxyrqcNva21r58TmKOBWXIZHO4McHkL9K+ZdCuPCOqaK+g6pa3emX0sY+0ajfyNN5jLgjZjg5OTtHP161t+D9DbQ9akstOlFwXtXZZVjKNgqeNrAEfX8qzrw5oWb6WPOwUKWDqe2gua75r31Ts1b5XfTqYv7cE9hqPxHtG0XSbuGNbIi8e4Qjzp1kdCw9tqqB9M968We2midSYGyQCMjGa/Vz9jbwho2ofBCK91PRoNQkSaYvFeBWUEyyDo2cj5f5112r/BL4MeMYi3ij4a6G8CWnlvMumxIynoNrBc5HbHpXN/aMKD9m47BiOE6uZ1Hio1UnPW1v1uedfsnfF2w1P4XaToesXsNte6LpccSxqm1riMIAhHqRwD34BrqNX8Xa1rcpknusxCQBV2cZzX5va5+0j45+Hv7Q+sNHfyzaFpWu3sdrZQxxxM0avIkY3qoIx8pJ9qzB+21+0nHkD4k3DKTna9vGf8A2Wqnk9Sc+eLWuv3nbQ4nw+FoRo1U246XVunzP088TR3sn2ctbbEIDKQ4OR6mvMPjpqljeW9noa3AeaO8QzxxtgxqQcZPqcV8OD9vD9p3ywP+Fitx0Js4v/ia9g/Zk+LniH47eHL7QNXt4pdbgvYXF4sYUsjBt7sSfnOQMLxgs3bgR/ZtTCr2k2rLsdUOJMLjqipU4u772/DU+l/2T9CjHhGW5htZIWfV5ohHJgEIiptPU57nPHUccV2p0W20Ce6s9O3bWvZpZPMGTueRnb9ScV5F4G1jxd4UW98O6L4ue2ZPMuhbmxibDleRuZd2ScDGa1PEfxI8d6XomnX1yZ7a6vI3M8VxCnUNjI+UEAjnnkZxXFUi6lS6a1Oun/tMVTitS98SPh74Ln0y78eS6aX1XS7SRrK5mmZlQgswBBJBXLHg8V+c/wASbvxB4z8Var4jmhlmghumUyRRsY4ULEKCei5x3681916v8W/EuqaNdeGtVnt2tLtlimkaAKVUsAcEdOv6VyHjab4X/CDwqdW+FVrJJJqmvO+p6dqmlr9mnTa2xs7z5gJGQhUBcA16eDlKjF8zueHnWV1K0EnJRSu359EfEUaKF6du9PjZ4pEljOCpyCPUV9cWv7NvgTxroy+KPH3guKwn1HE9uujuYGVDjqvKc9cbc88n0bD+xZ8D7lGkTUddjYE4jN1GeMeuz1z2rp+u0FufHTybEqVoyT+//I+ULxI20WGYSZeS4cOCnTAXGD75PHtWcww20DPvX0f+0Z+zn8F/gl4Wsri91vWZdRvZibPTre6iYuhUEyOWUbFGMcAkmvD3s/B7t+4tdSUZ53zxk/8AoIrelVhOPNHY48Rh5YafLNq/qYAHUMK6n4MWMl18VfDcVvCXZtctQEAzn96uaXwt4N0vxZ4gtvD1kbsTXUmyJdqnJr7O+DH7ASfDLSJfFL6tFeajfWBjtrq5jkiNmXX7yBckNz97rjt2rOviadKNpPV6I9HJ8pxWZVeakvdjrJ9uv3n1VILTUNN+0NCWmwEA3DaOACc181/8FM/Elzb/ALPtlpULtGs2twJJsPBASXj6HArIsP2mvDn7PmtN4dOrzeKRGzx3t3paiGLcBgAiTO9wergBTjp1NUfjR+1D8Ffix8P9V8F+OPhjqsovtP26ZdLfRq2nXYdWS52jiTC712fLnf1GK8ehhpwrxl0PuM0zfAV8vq0I1EptWt59rrQ+IL64tbOHzriYKC2AMEk1I92l3o1sYZ/MjV5AARjacjNeh/DXwH4K034peHtd8Z2aeIPD+n6vDc6vo8xkt/t1srgvDvQlo9ygruGSM5r1z46fs/8AwSuvhNouteCtTg0rVJZpmtrO3ImSa1aVtpdlVWMowFLFQCF464r2nOmrXep+f4PKMRjKE5UtXHpdHyvjcwYHin5IJ5r6H+Gv/BN/4ofFfwxH4r8AeOvDl7a7ylwjXMiSQOMEo6lMhgCK2G/4JP8A7RrmR7XVtAlK8hReuMj/AL4rKWKw8XZyQ/8AV7OmrqhJnnH7EDpH+1T4LunRiIdXEvynn5UY/wBK/XhrmfVtCfT/APXGOTzYJCSCwIycn1J/zxXwz+yB/wAE8/iD8PviFL8QPHeowpd6KyjSbXTvnE07YDF2cLhRGzYwDkkZxX11/bGs+HNTXT7rS5lMbkyJHPFtXjPUuAD7GvFzGcK1VOLvofofCODxWXYCca8XFylez9Ej0L9nC0im/aa+HV9FGUdvG+kFoOhixeQ5r9ia/Gz9mXxuutftR/D1oNBvQ83jbSBJJIYgBm9iyeHPGK/ZOvo+GU40Kl+6/IniOSlWp27P8wooor6Y+cCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigD+RHRbmOfw7pzTjcwtIiNzcfdFTSyOuPNYYxwAeTWRpUMs+g2TOCh+yRcKO20enNW7WeZTJG8G5kGELg4Hr1r5to+ujNJpMvQwxtmaRl2DqDT1KNNtijMalc7lwD9Kjt9QiQkQt8x4dAuc9amFrdMiySSLGu75jK3OPYd/wAKjVMrmi0StqUaxxWwRFYHJYjJb61YVI79EtX2JImSkixjL8dPX6flVdo7CDLJcPO2c5QBe3TJGf0q3omoG21e1WFUti86hp1BZlBPJyT/ACxSaKWiuitLZ3FiyiS3nUyDcjMCu4eo9qCI3bfvbcOuR/WvR/iRrPgPVtEj8O+F0nvFsWP2HVJ2VJSCRlHUE8Y9DgHpxyfPikkaGOIAMemO/vSWw4ylJXaK5uZ/Mht4LOW4nmuI4rSC3iZneVmAUD1JOAAOvSv2C8NaFY+F/D1h4Z0yMLbadZRWtuoAGEjQKowOBwBX5afs56Frmo/tA+DdGvPDn2u1u/E+nmX5G5jWdJHOMcqFRiTwMAmv1ZHJr+bvHzFt4jA4VPRKcnrvdxS08rO3qzfA2niZvqklttdu+vnZfccd+0Z4qh8E/ALxh4llvDbtB4eukt5lHKzyRmOLHuZHQfjX5pfCDVfDGq65da/rq2i6dYxQwpHDCpBdssSWKks4UHpnGR0r9OvjZ48+H3w1+E+t+LPirp8l3oCW6Wuo2cVkbhrhbiVLdYhGPv7mlVcf7Vfl9relaVb+IbnSvCHg+DSrEXs039nae7PFAWYsyKzEllQYQEnJCZ716fgUm8nxidKSXtF7+nK/dXurrzR3e6tNbdefGqcsyVtUopvfo3bys9fufdHXy6nqPjf9oayWSwlm07TLS6vY7GAYjUkhIyN2BkISD16gcdK7a+iuNQ8La1d6LrLppbatHA2myXnzXM+MIdj4LAIhYlc7d4BxkVS/ZV8Oz6v4u1LxH4wt0SxF0stgn2gHybUJHj7gZyWzuOAcYxg4xXX/ALSNt4V8OfDvw5b+F9T0q5u9T1DUb3UNQ0u8YuB5oiSJ41O2MqqZB2hiGOe1fs9Sa51FLsv1O3BUpufO3dNt+fl+CsfEXj+51e38davDJdGBYr+ZVjjucLwx6c1H4GnWx1+GfV9WiSPY29Lm7XY+c4B5qr8R7jT5fHeqmN5dv9oSiPMfRd2M9e+Kx9WtrGW3im/tHhgQ6+QRswTjnOK7IpcqPz6pJ4fFyqpt2le1/M9Xv3lnYyWN0I0k2kyLIPLVcZBXHXjv71f0Lx/4jezTQtauft8MJJt5px5j7Bj5fXAHTHQZ7VkeG20pPAelJC8BuJbZ18xw5Z0DkAFWOAeOCPX2qtfJc6befadmxlXKkNwAR2I4OQa2haasz6uFZ8saqerSdvXU70eM9Q1q2l0xdPsreKTlbS1dkJH90vnc/wBCce1VIb3VrmxutJ1DSry3s1CKwDb0SPzUMrHfycorDg9x2rkdO8RWoxc3UywyqMEs4KKM+3rx271e1DW9a166hj8POl1BGQ1xFNMY4nUgjyzznHt3xUypxWhrVxNBw1lv07/qZ0Xh248b/Fnxl8WvD+rWj2+ow6lb6eJ5SjJLLGY4xJuAEYKtjJOMjrVP9lT4PeFPDfjS/wDGXxW8TQWFzoTY07Tor6H/AEyVkcN85OMLxxkZLCo/iZ4gutQ+wix8LzWiiZZL5LS5EbzKAR5YJHTknn1qNbHwT4wtLe30qSXSXt2KrZ3UMks0pYZLNjJ69+R0+lPlag18vkj5yWFw8sWpxd5Rbl2Tb109H59NmfSvwt0Hwf8ADb4Pvodl4kfVVt2mublrbYZJC8jSNhUZhkDjgnOK+H/jHAlx8VdbOn6ZNb2v9pyrZ28gYtHEHIVeevGK9n8J2VzFoVxZW6/u47oK8kZ64B+Y/wCFfodo/gnwongrTrq78LWF4HRCbi9gSRk2tjoQcHiuF11hG5NXuzrq5Y89w8MPGXIqa7Xv07o/I34G3t/oPxg8P6tYxYntNTjmj8xcgMp3DIPUcV+qPhb4waXr3hBfE+k38S3FwAr2aLj7O4+8CP5dsVx/7VXwr+E/hf4DeL/iXp3gXStP1vT9LubnSLyz0+KNxIEIGQF5XLd6/OnwR+1z8XfC+h6xBJ4guBqN6IU0+7hVEFsFctISoXDbhheemc1Tof2tT54acumpGDvwlUdGrLmU9dF2+e5+nmn61q2qa3DNfSGVnBwpGMj+lM1WO7TWJJLmIRlBggOCBX5mxftw/tLW7K6/EiZiv3S1rEcf+O1Ncft0ftIXieRqPjrz4HIE0DWyL5i91JUA4PsRUf2LiE90d/8ArdgGvhl+H+Z9c/HC/wBP1/Xbq7ska8jhsBs8k8SOrjgcjIBHqOle3eA/CFne/C6LRp/M+z3Hh9BPjG7DwjdwOh6nqcACvmn4Waxd/GvwBpfizT7NLbGntHqckUQVTJvZeEBOABhi3c56cgem+H/HfxDt/Dduui+I5r9YJY7VrBLGFWeNRjgqnQDHzHPJrCvHliqafwnXTxkKvvtaSR6XfWkT2LWblhAY9pKkq31DDBH1FeF/tV+HfDPwu+G+q+OfCOnJb6jqZkW7mmYvvLBmyM9Dvwcjr0rq/GHxM8XaP4gn0i3vmEcR+7PAm5flzzgda5vxT4wsPihZw+GfinGkmmpbzlkt7cCSVim0KB3bLDB7YzRhKc41E76CxOCrOg5KydtH2b0ufAep6drBZdZ1S3uNl2zNHcyIcTEHkhj97nrUSqAOgr7M+JGpeH/DurWHwi+HOhQazpE+mQQ2dtrekorwSMxDhF3MFyQMvnLYycVQv/2Q/hDJHFHr2i3dpeqmLk6TeFY92ByFcN+mAfQV67xlOPxH5/icjq05WjNNre91r+J8ixyPCXKnAdcNx2zn+lSa9DEl2kcUu5RbxnJTaclQTn1wSRmvraz/AGHPg3qUkVvp+q60ZZiAFkukAU455EZ4rx39on4ZfBn4WeM/+EP0TU9b1C8gt0N+FuYTHbPjHl7tpLMAOeABmqp4mlVnaO5xVctr4ek5zat6njYBLHAP1pQFYAMK3nsfCzAmCC/Xj5d0qN+fyiux+BnwEh+OXi6Pwpo1/c27sy+ZK0AcRqc4JA69Pb61u6kYq72Ry0aU8RWVKlrJ6JHoP/BMSGW2/aPW/WAskGjTtI3QLkoOv51+h+pRWkKw3dtCWYYkdnIGfYetfNemfsiWHwL+HjWdt4vsdKEE32zUteu1kJlRVI2yIowy5Iwnv1zjNLwv+3B4X8I7/BjaBqeqQIUW2u4pERHABLFUfLIvoCcgDk+nhYlfXJ+0p6n6Xlk6XD+EWGxklGTd/v6adu+x5d/wVJ8QXGqfGTR9OeR/Kg0MFUPQkzSfN+QAr5Yv7+xs5RDPdBWI3YCk4FfVn7WPxV+DX7QHh6yhg8GajpPiWxv5WXXXuFlWa0YLttmiBGNrB2Dgn72Md689/Z8+Hvwttdd12H4meH7bWhqmjraaFcT3Uluum3nnxOLhgquJF2JJGY2HIlJBBANenhlGnQjGTtZHxOZ0o5hnM5U5pqT0d/8AM8f1mYzXxmeTfuRCHx1G0Y/SqqKQxOT7V9GftQ/s5/DO2+Jgg+HXi+CyhlVBqNtLCTDZy8BgpjH+rHbjOOoFath/wSq+Oeq6XDrujeL/AAzd2N1CslrdRXzlZFYAqR8vQg03Xowim3a5nV4dzeNaUYU3K3VHzArY619k/wDBHqZLX4h+LJi7xmXSIIQ6npmQnB+u3Fcjcf8ABKb9pG0tvtkd9oMyDO7bevx/45zX0r+xD+xx4o+A3heTxBqF19r1jWlY39rGAsEMCAeVhnIYtkuWJAxxwa48ZiKFTDSjGSd/M9bh3JM0wucU6tWk4xjdtteVj6d165m1GC31aax81kjWO5CZ57bgO4AxX0P/AMEh7BLP9pvXjDJ5inwPdAyA8Z+2WWB+VfJ+n+Or7SXla5027ZFVUG2SHJByMAGTn8M19Uf8Ed/EC6x+0tr0cGj3NvEPBN0wknKY/wCP2yAHysTnB/SuHKYSjmNL1P0XNKkZZfUXkfpHRRRX6QfnwUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAfHf/BfSVof+CT3xPlQnIvPDeMf9jHplfzvzyRSzlo1+cjG5m+nav6Hf+C/bMv/AASZ+KJRNx+1+G8L6/8AFR6ZX8581vKJPOVmDDJwqnGeueK8nHq9Zeh7mWStQfr/AJF5pCX2ysCSegNSxQwxKHnCvu+6KpWt0TCkj2+MkmRm6n0xVyK886P7PaMzgnK7V5X/AArz2mj1OdPYfCxO5gpQK3CAgAj1461YbUkuro+UI0wB8qrnp6VGtpIJR9rvI4VK8ckt+IxSj7FDhLdXlyuCSdoP1A5P50ugJJvQsy2i6mWuLdQsmFVoYos5PY8ev86h8uW0la2eKaMxnDqxII9c10fww1HQf+EjNv4m1KXTtOSBnlayjy7OOUXJOcbsZOSQM4BNXPihquh+KtVGtaPpYt3KbZ2VxtmAwFfA6Me/J7d6iyuVzPm5UjkMRoDJExPsRj+VcD+0l4oh0f4U6nYtIy3F7CsKMFIBDSJuXn/ZB/KvRHhvJyttaAbycYC5wfoK8a/bG1a/s/AWmeGtV0YRSy6mZopvMIYBUIIKkd8jv2963oR568V5nFmdX2eCnbsfOcK5evbf2R9LtoPGFz4sv4Inh061CqZmwgkkO0ZP03fnXi1iu6QD3r2n9mjw7qHjHxLa+D7MlbSV5LzV5McLbQgE57E54APVmA716+N/3eR8VhpNYyFld30Xn0PtD4J61oOk+Hf+EivYbWTVNRjuZtNjFuEVM7ljAwoIXhmGcdjU3wUupdRvvFvj7xNYXs6NdLbW0jvsMSRQ7ljB6gF2IyBwGz71xmm/bFvXvdO0T5Y08mxtxIFRXKlYk3EgAZxz7V9A/s7+D7Ox+Dsl1401O0ttRudO8uS/u3BjMxUEsQqlQMfKN+AMDB7H5Gtyw17/APDn6HSpVJWguid/W1v1ZxPxg0/Wo/hnbNLrK6hGPD88+nW73at9ltwGVSQcNGWZWYBgOCCOCK+SXutXmiaOTUX3u3+rN1gAfnX2P+2c/hrRfHmveHPDJtV0rS9HW1t/7LvHuIrkx2oUOGLHIZgWwDtBJxivixJLMzZ86TOCWZo85/WjDe9C/fU8jian+9pK9tDuPhpe2lotzb32p20kskgEMNxcqWDcjKjPJ9q2Li41azdbnTtYmtGh+aGUTYffnjaR0x7eteYSW1jb+IIpBqhbbOrROsLLuOc/XrXr+vR2M2pPYaRHa/LJ80cZJ+fGCQXPA749TXTF8srGWVVnVw8qctOS3Xe92aOmfEjV9Q2X2taVbXdzEgRjMp2uxHDMykEeuM8nOKu6h4h1TxDZJLLYw3LW+cW9pIYQPcIuPz5NcA15c6RvMaElmG5XbG7H6Z5rU0nxPpllIsv28R7mOTIckn1GD24q3TjuexHEwdO1SVrHTy+LZdL0l/EPipbu2EOnahHDJIm5ftE1v5MIGBuUAF88Hg/WvJx8HfEtr8Db3R9KvNPnm1HV7e/4vAge2jhcfK0m0MwaTlRyMV2lvrWvvqj67LpaalpygLHHPOdwOSDIqg8nnGewBrkfEOs2k3jZ7nWfC982krCI1sbG62gNkkyFVwTkk5AI+valGFndf1Y8XMY4bEvmlLuvvSTd9dLJdDr/AIJfBL4aQfBK80rWfiHFb6/4qEcd3bpcQkafFHKzDKs6794UZIbjcMA17d8c77wlZ/CC6tYI59Si/sueOyW1+ZUlWImNmI/hBQH8Md6+bb7QvDmuyyeJdI1eMExrI9isDkRYGNpcjAPscV65+zfYvf8AxR8KpfIyW+HICn5TiOU468j3rnrRvNSfe48JGOGpvDwiveSjffS71+bbZ8ZNZ3TPIZIJN3JbKn17173/AME8PHkvw2+LV5rk1srWslgLe7Dx7v3bMOQPUEA/hX6U+I/h/wCCFmbTtQ8BaRMHt3TfPYxTNKTjg5X6cV8if8FPNB8L/AT4YaH4i+D+hWWia3qOrrBqBsbOIK8axSNyu3AbJHIrOnjIY1+w5bc2hxvhitksljVWT5Hfa36n0zq3xCEel29v4b1lLgTRh/PiGVIPIA/CqXh+61K8a8JjE8oGTkhcHGSa/Me1/bM+M2leDtK0PQPFV1Z3ls076jdKEK3DO+UATbhdq8cdc0Wv7dH7TNs+5PiLIS33ibSLn/x2oeSV1opI9hcX4JP3oy+Vv8z9Irm+g0a1n1LVLlYYkJLySNkAf414bY2FtrPxS0p3s5mFz4j8tnUg7Iyyk9SMZwBnnHpXy7of7b/xsv8AxDZDxv4ih1SxSdS1tPaKUHIySq7d3HGD2PGOtfVEWnahHOPH2l3L2FoL0XOnOUWQjB4JyCCTnO0jjFJ4WWB+N6s1p5zRzFN007Rtva59D6t4ZtbnR7G+vC2bK+8y32nIL+W6cn0wTj6Vi+IdG07XbRtM1uJpIJVeNo0dk3IylSrYIyME8H2rk9J8afEG91K1tZdXudQsZ7NpmmhtIk+zthiu7CY5GMgevHQ1zMvxk8bRytKt/G2xwF3W68+vauGNKbl7rOx0pYq8oLRdzxb9vK1sfhppdl8P/AsC2lldEStGGJkyQ28bjzg4Xj/E18rXek3+kXjWep2U0Ey/einiKsPqDzX33q8Pwz+L/iSPWfjEkouLfUIGtzpuniYwqisxcxllBHzKNucHvmuA1BJ/jZ4wvPAlz4S0rUraxvZnfUryzxceSsmFDup3fdAUKCCOgNe3RrKlRSl2Pj84yepVruTml0Sttbf017HyGFA4AHSrWjhZr62sbiZkia4G4hN2MkAnHfp0r6vu/wBj74FXV4QtvrNoGcbhBfKygd8B1J9epqzp/wCwt8H7mVrm01zVkhtVEs8896ihFB5b/V9hyeexqvruH6s+fWTYrm3T+b/yPji5+aZ5TjljwoxUQBIziu28a6T8JdO8SXmm+FJNcvLOCdo4by4mhXzsHG4BVPBxkc9KxpLDw4VBhjvQefvOjD27CutTVjzpxUJOLkrmKsayOBjmvvf/AIJPxm0+GHiEXMLCK51tEWTAGcRr0z1714P+zJ+xgn7QYfVLbXbi0s4Dly1vnzcNgqGHC+mefpX0X42+HGifAHTtP1K58WWOj6dp1ulrb6RbxSyPeSKSxaMZASToTJnH94YxngxlanVToJ67n1/DuX4jCSWY1Vamttd79fRH0hdyw6VeSTWkBVPLZUyfmOBnOPrX5XftNatPr37QHi+9uZWJOv3Kjf8AwqJCAPwxX17o/wC354Zv9K+wah4I1VpreFleVrqI5yTg54PTH6185/tN3fwl+L/xCPjj4c6Be+G5LiziGqWVzILhbi7VAJLgMCNnmNlimCBnqa58DRnRnJyN+Kcfg8xwkI4eonZ3tt08zw/SNVs012KGC9xKsm1SFP3vyqF8EkdCa+pf2U/hT8BtY8N6f4R8ceE7Ntbh1W/vNQ8QSXp3TWD26BIkhdCgkidJJFfcM+YQegI4M/so6T4v+KsvgzwJ8TNOitrm7aLSbjVkeNZSThE3AEbj07AnpnjPoupSUtGfOLIsbVw0KtFc1+zXkeLICF5Penq2eDX1Fc/8Emv2iLeMB9e8O7icri9fkf8AfFVL3/gll+0bo80X2m50R4pJEUSJdu33iB0CZ71l9bw1/jX3kPh3O1q6EvuPqf8A4JV6lJpf7MWnrauVkXWrqbYx+VwXCk/UAV9CeIrSOW9mVrfy4rrLxT84jIOcH+7mvL/gb8C779nf4ZWng7Spbi+tNPVGkvJfLjYzuu6XaN/TzCcDP3R612C/EGWDSzZ6ho165l3MFR4Scg4BI8zI/EV85XXtK8pR1uz9fyuEsJl1KjU0cYpP1sfpB/wSAgFt+zTrkarhf+E5uSvuPsVlzX1ZXyj/AMEetRfU/wBmXWrhrCW3A8cXKqkpUkj7FZc/KSMcn8q+rq/Q8pVsupeh8bmjTzCo13CiiivQOAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK/IT/g6fuDB4i+AC5IVrPxdux/vaHX691+Pn/B1h5h1v4AIiAhrPxeCT2+bQ65sX/u8v66nXgf97j/AF0PybDDDG2UDnJy2c/WmKRKdgYZ9etUHWe0LTRFzlgMbTx7elXFuoYz+9iEce0bfX8a8No+kjUjZ3LRjggQxmJZHAz0z+FTWdwtq6XMq71wSUc8D8O1RRyz3rKsW5gvBcDAI+tSR2sShhf6gikNnZEN2f6VOo7xZLY6gGk+0BI3AY5Rk4Ptz2p7aQ0yCayWSZCC5WKL7oHXJHpUKyW6MVitC6g5/evx+QxXoHwk8U+F9I0qfWvEOoSm6gm2adpixqIZkK/vN5JGD93GQR1J5ABllOTgrpHAI4K4kLqh7E5H5UEmEARNnPcqTj8BWv4lh0+TWZrvSLI29vI+6OB5N3l+oB9Ac4/Csye21e8Vm063MpVd2wITkfh0+tMd3a7PAv2yvE9veDSPDdq7AxTTTToRjLYRVb/0IV4nYJulH1r0z9r7W5NV+KUdpcaattNY6bFDMEm3Bzlmz0GOCBj2rznS0y249q93CR5cNE+CzOo6mMm/M+lv2YYYfCvw3uNRktbc3WtXDLbtPHvJVSIxtUg7m3MccV9V3viXR/BPw4utL8Mor6lAIxf3FvGPMwqEZG0YLGTk9TxXy7+yx4fvNXtrjxdf2ok07QUjtdNjccPduu8lf90fMcdyo717Rp1h4nu4IdP0W3aO5vL63eS5eRVKWwlAkYBupOQvTjOe1fPY2KlWk2+v9fgfTZNzrAqdraWX+fzZ6J8KtPXRvhJ4etdRtrqPVNQeG4W7aUjzZZHMhf5ckkuFGD/fz245L9sW28Q6fbXUl1qqahdx6wsF3qa3iP5kgRt+10OHAYHkE5r6t+F3gz4dQL4bsvEdzpFultO9/Pp+p3piW5WO3eSOJZFChcsoHyNuORxnr8ZftJ6tHeeHJ5riaRWk1VPKjQl1jUhyeSfXAz1NeXTn7Sr+P3s9rGUHTyusn/Kv0PGnk1G42h9TdgikuWuxx+Zrv/Ct5YzeGIrFNQgnuEj/AHrRTq0wG7oeeByOa84sF0+dmiN20KsCAzQFsfKfQ5ra+D8GmR+PEF3OkgaCYTRSq6qVCEnJXkcgc+uK7dI6nxmXVpYbFRS15/d32uzuLLxH4q8Naouq6PrTxyF8Pa+acSJno4zznrXR6f8AEG7VPtkOjWPmzEP59xAT5YHBAH3XJ7kg4x61zGoxLexyS2AjeJFADRKAQueOpJPXrWdFq72TJZTDEOCDh+UzzgZ9625Y1D6qFX2M7X0O71XWtcluRr1jp7zzvgLcW9yx8vPoo4H5YFYHxilh13wLd+B57trPUtd1XT/sy3/yp5EMTDLOgPWVyeQOKjsvF1jZW0kMGpBH2ApGud+PQ9hnimWWq6xplnP/AMJR4WhvvtG9kmM25wAciNs8KBnGMep61HJG68jHF1KFam6XPv8AO2lnt6s4X4w/CLxTJpHhbTrd7N7bS9Hjsrk/a1R0uGmkkf5GIYj5xg4wR0r33wB8Kfg54a1Lwfpvhv4mRXsfhVrm5kn8+EreTzBhwA4ZNp6DacgjJFeFeGdc0y31S4n8Z6JfS3E1y7W1090Xt7dWOMEL93aCcE/p1rQsvC+maPe2+oaRq6X8ck+1G8hkGc5BBbhsex9PWlVi3Dlb7/ieFh6FClVdeC5r2um9UotNaebS77bnpX7fl7pFx4MSy06xup70X0JW9CkxCBlfcoI4JLIufYe9fITWcyxCQwvjdjO04r9Hv2GPDkGt+OfEEetW5lJji2wykbWH71uc/T09a961v4X/AA48RyPpWq/DPQpB9qDNG+mQsAuACSxX9a4ljoYVKny3OnF8O1M+qvFqoo30ta+3nf8AQ+Rv+CZ3xLg8OeApPAutzw2tvqGpPNa3Uicxy8KQT2DADGe496+nvE3jvUtRunsNLvT9nUEZC53D1r4P/wCCjXim9+B37QEfgb4ISx6Vow0eG4ktoLWIqksjyFtpK5x0wK878TftxfHG41yW58H+MbzTtP2IltZyhJSgVFUkkqSckFvbOKueWTxbVeDS5tTXCZ3SyWj9SrXk4aaf8F7H6Wq97ceFVlSAFTw0u8A+wArkfiLq1ppfgy6sru4VZbi2ZYIc/M5xk49h61+fNv8At1/tNQRmGP4iPtHZrOL/AOJrt/2e/wBq3x18Q/iL/wAI58ULmPVmv7WWO3mMIV1cRkoqkYEfzDrjoSD2Ij+ya1H35NWWuh2R4oweIkqcItN6a2/Rn0p+ztosE3xIvZRayoYdGSZZSRh3LIDg57DjGOp68V7brvh210/XP7XUN9pnsIonGPlCozlcfQsea8H8K2vijwBrdvMviBrK6vIBAwW0jkDKSGA+cEAZIG4ehrr7jx58QINH1TUNUvbiQ2dwqWl+bdFjnQk9tufpj19RXJX/AHs7pnZTmqq9mlrc6Hxf8PvCPj5P7N8X6e91HvWTYszqoZQwDAA4BwxGeuK+C/2u73XNf+Ks3gnR4Glt9PUxwWtpESWClsEgdSEA5+p7mvrO1+NvjiymWYXEEhdTuWS2BHPeuWm0v4U2dhqPxVt7m9g8WRaHK0Nza2QeFpWdn2GQsChC9XAY9q7MFz0buT9Dzc2yutWocnMo3er7pdD4Rih8smN1IIPOR0qQrkHH6V9b6H8PNF+PZl8WeMvh9pMGnwDyPO06A28kj4HKlCMkYGScjk8ZPCQ/sZ/Ay8kKi5122G3gfbI25z/uD3rveMop2Z8PVyaupe5JNfNHyrasJ7W7kml+aK1AjBjBB+ZVx7YBzn2rKddo9c+lfWvjj9j74IeBvAGpeO9b8Saza2FvCwRkuo2llcEFY1RkUEsenPY182XNr4Gd2+w2OqqP4fPuYycfglaUa1OqrxOTEYSphLe0a18znQCDyKkghWR8j9K2G07w60gVDeIpPJbacflX1N+zV/wT8t/EdlY/E7W77z7eOUSR6XeQFUfGCN5H3h0+UfmeRTrYmnQhzyZrluW4rNK/ssOrtb+S7n0/+yHDCP2b/CGmalbOrRaHG5QAZOQDgjt/9ervxu1yfw78GPFklumx10S7ZShztzA/P1HFeIeMvGVl+zb4jmv7/wAXLqV9M7TQaHp6uJrSNm4DyvgbMdEwTxwcc1fuf27/AIX+IbZJfFHws1S+0yacDUNPe+jj+1QdJIt6j5dy5G7BxnvXhSw85VudbNn6Q81wGGwv1adRKUY2+5Wvp+XQ+AbmVWEl1cTdAWd3ySaj0vUra6sbyO0uiwKIXTaRkbh7etdx47+H/hHXNe1CfwNfT2mn3Nw7WljeRbmt4yciMuGw+BxuwM46CvoOy+Dn7Mnjf4RapqFjoVv4YktdC022M0F21xM+pxQbJZSJEV0imdGkMalirHAyuAPclOnGN2z82wWV1sdUlCDV0n13Pj1huGFOCPSnDIA56CvbvhL+w34u+NF7d6Z4H8faGb62XebG+eSKV48geYAVIK5IHBOK7WX/AIJN/tECZYE1zw8W6EC9fg/98VnPE0KbtKSRa4ezqS92jJo+YbfDzKp7nrX7YfBjVCPhxo2nrl4X0CC3eJ+ShWJQoGOgzzX5+fDf/gll8XT8R9N0f4j6nY2uk+aJNQn06QzS+SpBYIGCruPQZPfPNfc9lZeIfAmh2drc6fKdtsEjaOSPdIq8cjcDjGOfY15OZVKddRUGmfbcHZdjcudaeIg43slfyvc3NV05XDW9zD5ckEmBkn9+DjBB71+wX7MCsn7NPw8RgcjwNpAOf+vOKvxu1D4gLcmKzl0K+klhYKCrwEYxnGRIecmv2R/Zglef9mn4dzyRGNn8DaQzI2MqTZxcccV6fDEXGvUv2X5nq8RzjKhTt3f5Hc0UUV9ifJBX85n/AAXDghP/AAVh+McsssSE3mhbWYbm/wCRd0vsP61/RnX843/BciVv+Hs/xjhQDBvdB3YHJ/4p3Sq4cw/gL1PTypXxL9P8j5aeHS4WXfLLPIemSIxj04yT+dOkvbxVH2ZEiCjrGigg445IJNU2wb0BssSeefu/StEiKMnbzwcKV5rxbn0DpozZbCe4V2m3b8ZV/MO5vxpsVsscYuC535Aw/PFaXlk5DRgEISAzdgM1FbhJgsUu1MDhietNSJdNKQiqrhV8s5xxjpirt4wgu2bY28HBYH0AFVgYUn2RyE7jgYqxfKGu5ZAwXdIduW46mp6mjaZHcTtOVcOQy84Y1h/Frxdrfg3wDqmtqBDCtoyxuGO55GAUY9ACR9c1vw6dfXY8+3ttwB5ZV/l61518cdS174qaLbfAD4O+BtX8SeJ9Qvsz2ej6fJcSBYyWZQqAnrtY9lUAkjNa4enKviI04q7b2POzfGYfLsuqV601CMU222klpu29El1Z8qbxJLuYkknJzXS+AdFufEXifTPD9jGWlvr6K3jVepLsF4/Ok+KXwU+L3wM8Rp4V+Mnw01vwxqEkXmw2ut6bJbtKnTem8AOueMrkZyKg8I67e+G9XtNe02Ux3FnOs0Eg6q6nIP519FXp1aV4SVpLo9NT89w2LwmNpQr0JqdOWqlFqSa7pq6fyP0R07SdPPjBvDduk1vNpNhGq20iKyxpEgXbjrtCKPQ/d65r0j9nSy1W8+J+lrpWi3V1Ku2W4j022jaXKJuZmD5BAVoweP4ea8F/Zb+L3hfxjomsfFjWd1ncWkcEesym4+9KwZSwXsGEcYHblhzX0L+zboXjHxHqWqS/DGO5DPZtJNcKxV4LeZhhm4BJwyrn1IxXw+KhKClGXTufqmX4iliVGcNt16bIyvjt4n1HWPFV9aR6PBDDHIVeafTDDMvI4PO1jnuABz6V5P4q+Hg+JGkLo9yfs/kzGSOYxh5E3dQDkYBwO/avZfi/4J0+0SCwm8ZJr99PeRhtRu5pJ5FVuSPmZlAGSMckbTXLat8PvEegeazXEUUDhSrfagTKDzk7c4GO3asfaRhHRnrVaUcTh3TnG6e/9dD5x8eeGPDPwz8TW+hayl9PZSQOWmjiQl/vBSAWAyMoSM81jWmo+ArvwtcaVBcXn9p+eZLZ4bUQwNGCvEg8xyWwDjGBzXsPxZ+Hcnjvw1Pp9pLEt7p8jzQALvafAOUz2znj3ArwDSNG1OzvZA1hKpSA8tEcckYzXXRmqkPM/Os6wtTAY/lUfclt+q+Rt6DcaloWoxahpusJBKrFcAE5VuDnjpg4rRsvGfh+71RfMtfIcS8EjgHJ5z+NZFjC/mxtNbl8SKWAUjOOSKz9llqetyXcVu9nZSXBZraFixiUnO3Lc8Dpmumn1OKnXqYaypvfoeweGfDOjQPO4iSO7QlS8RLYGB6HByO9cP4Q8N+N/F/irUrTUra4Edr80rXEmxI1GexGOePzrZsdQZNEv4fCuqsGjtQLa4EgQnAO1mJ6Ht9R9Kk07Tfid4jaytPFeuNc26QMzkzgqGPZtuNzc9TngdeKzk2lofQVHSrxp+yg79eXbe2pvaB4d0mKwuPFC3h8uwiWa6tprQMFcIxwvzc8YOcV6RoWp/DLSPDEHxQ+IkNjBaXccUckogfzSXBwCEGT05IrhG0kWXgDXNN0i7iuZ5rVlRFQ7pAEwcZP/wBfkCsX47TTW/wv0HQJ5WjDzRgIvK5VXHQdD0rmlFzkk/6R0Yt/UqEpqOqXXa99Bf2rvjRqnh3XPD6fs9fEHWNO0CXQy7jSr64gjac3U7MD8wLEAqef71eYWf7T37REF0sEPxj8SkGQDa+qyNnn3Jq3rnjnV7fTLXw3YajeRx2VkkH2fz0ERcOXMmNocH5iPvVh+MoFuL3RdcdmW6vHCXKk8yFGUCT8c7fcoT611wpQ5UmrnxuPeJc5YiFRq9rpXSV9NNTz7xZqFxqfiXUNRvZmeW4vJZJHc5LMzkk/rVCLpjeSKfqCm4vpJpOWaQtgH3qOPO7kAe1esloeZJ3dyTbE7BsE+gNfXH/BNzw/Dc2mr+I76HbpyalBb3M6rlo2KMV/A5Iz649a+RwwHIGQemK9L+Enx9+Jfwo8I3Wg+BdbawS/u2kutqKwcbFUAggg8etcmOpyq4dwXU7MvxVLBYqNapsr7H6c+EfCXhqy1RNfe1UyxRBRcSTbyQM4J7BuSCa4r45ajol/rln9ilS4ggt/myxXJYk8Y7eh718Jx/tYfH62sTp8PxIulgJ5hWKPb1zjG3p7VzviT4q/ETxZqz674k8Zajc3Mp3NIbplAOMcBSAPwFeJTy6pGfNKR9HDjHBUFeFJt/Jf5n2DLrV8bxIZrW3i3TIu5IM8b16ZJwfeuKcL491Syt/EGtzl7W5WRfPlZozECN3yk4Bxnp/9asv4B/tOa58SdLtvhn4/8ubUrLadP8RXd1t22UaFTBKpG07SQ4l4YAMCW4xfm0qaDVRYaPrGn3zxz7IJLTUIX845wCoD5OT0GM1dWEqdkd9XMqOZ0IVKSfLs09z2ibXY73TFkvV/eKwELBwNy+w7DFNniayhF5bTqQWw3Q5/KuM0nxBaLpx0zxOosr2CNdySyquYzypAzkE9vUA46VHN4+0DR4mn1nxBZ20EefIEt0Msf5muf2UtrHl1Y1Iz1PJv27tTa58d6JaST7mh0UlweoLTPx+QFeHorlAwXjvxXpH7UuvWPivx5aeI9L1aO7tZdOVFmi6b1kfcv1GR+BFebRX3kThQuQfvDsRXqUYuNGKPi8ycpYyd+56X+yPon/CQ/tEeF9MZCVa+JYDuAjH8q/SD43+IE8KfBvXtf0SVluLbTZZI5T1RwMLgHpz0+lfAX7E403R/jInjzULoxWWi2Es8kqruw7DYiAf3juOB7H0r6+/aV8V6drH7Ket+LbS3ubf7ZZRpFFMSrAvIi4x+NePmF54umumn5n6DwfVhQ4exLv73vP5KNr/efB2t3lxPcNLLE7qSSzZzgn1qOLVA9otnjlOBhicj8aoXl/chGgUksTuIU8Ad81VN68dqx2jkjqBk8V7CjofnMpe82izDqssd0IYXKjfwF6j8e1dnbajLPYWiXszAJG21S3Cje3v65NeeQh2KLFwd3OO1eo6X4dj1zSre888xgQIMBRycZJ/WlPlTVz6XhOEp46bX8v6o9q/4J/fEtfDfxF1D4d6jMxtdegM1o6v0uIwT/wCPIT/3yK+xU1K0KobW4eORH/eEN1HtXxF+zL8DtS1n4gWXiXT764t4dGvI7ma4GACQchAD1LYwR6E19o6dcaZAXmnhVnZCERjkIfX614WYezda8fmfrOBU1RtL5F1vEzeGIzqlvGTtckqD1446++K5TUNca9uZdU1K4aZXyZGf7zt2x64q7r11I2nlY1LgvgkHhf8APFULrTIpzFcQTRgGL5UUklCOjH61y01pdmtV2lY7T9ki9vr/APah+GmpJE3kD4haOgJPKk3sPX6iv2+r8SP2RNNnX9p34czRag7f8V9owuItwCgi+iII9q/bevs+G/4FT1X5Hx/EN/bQ9GFFFFfSHzwUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAfyK+G7W2XQbBHu44mNnFu8tN5+4O4wP1q4v9mwSkW0TzOMbmlfAz67R/XNZnhmV5dCsgoAAsowu0YA+QVc01YnuGByQM5bqTXzLbufZqC5UTXN1qEoaNH2K+BiMKgYdccDPX3qlNp8gVZ8MrbiGCOf1z1rUO0Dy0Xcd3O0cio50xD5m0AiQAgtz60lKwnSja5UhgjtpEVG3b+Tn14q/pybr1XRGBXJJP0NRxLDMDLIyoQPu9TU2nSIJmRWJ2xvxnj7ppN3KjaOgRzi2bESMPUZpYpJGvBJE27ccYJyfpTSnlnAZc9wx6/TilubW5sLOTU7qApAkZeRtv8I61LdkPRJyZ77/wTZ8I+IPFX7TMOu6pG8Vr4Y0W5vF8skqJZVFsiOT1LJLK+P8ApnX6GoQSDXyf/wAEoV0PxL8NPFXxR0G3lS31DW49MgllQgTpaxb/ADUz1UtcuoPfy6+sI+1fxx4v5nLMON60OlGMaa+S5n90pSR1ZWk8O6id+aTf3e7+l+npc8X/AG97/UrX4I2un2EUzx3viS1W6WADOyFJbpTz0xJbxt9QO2a+HPB1ta6hp0+t6RcOw+3Lbt5yK2CXyMEd8Ak9RjHriv0a/aD+D9p8cPhdfeCHvGtrwf6RpN0JCqxXSoyoXwDlCGZWGD8rEj5gCPzv0mx0r4ZeEj8OvEthcaXqV5fXNimmeeXkS4ilaLBwDkLsXOOuTg4Ir9X8FswwNbhmeDpO1WE25LupbS81aPLfpa21r82Il7LGyjL7Sun6WVl2s9bed+rPZP2cX1HTvC3iPxBa+Hb6Swgswgls7CKW3jDNvRXB+bIXaOMHA4ryXxvrGpa5eyXN1pltCrMwjW2tTC0me5DElfzr2D4TeC/HuvfCnz9O8TXPh/w7NesJ9XguGjUSKAu0EFcAb1zzgbx61wfi3wJZav41j0rRLqCWVbRjJcq7F5pC2MGSQnBPPPA4PWv1iLipSbPXovlSSR5F4w+C1v8AEO+TxDdXv2WRINreTACZCoIUsSRk8AfQV5D4gl8J6Nf6roGq295FPbXAWyeS1WVVALZDDzFJBBU5Br6b1jwlr+jW32fUbmFAiuRAlzkL1x0H614x+0N8NbjV7WPx7pCo5UJBd2sMWSnJKvkdRnA/Kt6NZOdm9Oh8xxBllsNKvRj717y811+7fQ4zXbnwbrVhYt4VmvBNDD5V+tygSLftXmJQzFRwepPUU7Q9dvPDltcxNqCTWk0Yee0UHDMOFxx1GawtI0/ULexbdaSRhrg53xnsBWij21la3Fxf6R9qQ2rRhCzLhm4V8juDz6cYrsSXNY+Opzf8X4X5HQeGNX0PxHdPYWluqySxk+XIQu4A7sZPB6V0us6PFp3gG5u/CUTfafKD7YEYmQ8cj0wN3+FeZ+DrXTo9US61nUXiiTm3dB8m/wDhDd8djXb3+o+LZNFsP+EM1lrSVrshiLhUG05yPfHcc1U73PcwGKhWw8vaxvK2lt/l95R+HnhXX7/w9H4r8Q283kC48sPPKC75bBKqcE4Bz17iu+0Kz0zwVHp2txXYuo9RuUtrQzWY3hWZvvfMcDHYVz+l+H/Feuajcat411bcyygxyu+VIAz8irgKDkDGBjHTiuj1vTriSx8M2mmmKeK11FWnKL9whHIJz2P5DIrnm5Sep6OFw8o0Odxat3337HoU+ofAD4feR4d+JDWFtLqcZmhS3im2kElckxjg/WvnP42/H74zaX8YvE1p4X+KniW10lNbuv7Nhg1SaOMQeYxjKoGwAVwePWtb4/3R1H4s28dxO7Gyto2KHJ+USM3B54x7VyOsfEfxDruvfbxqd5Ksl1JII7ieNtiMQfKARVBUcjBHenQpK3M9b9zwcyq1MXN0ovk5ZaNLV+uvQzdR/aI+OPiPw/qHh3xD8UNdv7C5sJY7i1ur95EdSuMEMfXFeSyMGyC2Oa7vxpYW+jazrNnpxIiW1DLEx/1W8xkofdd238K4NodrFgu4jrXq4aMYw0Vj5pzrvSrJtptau5IhXGXJIHtT4VhWTcyk56k1FF0y5FSK5U4VNx+lbkH6I/sXeFbWz+C2iHWkMJvtPW505422iZTKd2W7YOQR1wR61794V0Lwl4VsJ5zDHaLcyZdid5yWzgEjJ56D34r80LH9qH4yaT4O07wNonit7XTLC0ijggEaMFKr94bgcHPcVLP+1v8AtDXAWOX4nXp2qypiOP5QwwcfLwcdxzXzVfL6tSpKXNuz6qhxNl+FpxpuEnypK+n+Z9ifEPUbebxPqWqWcEMzyTMbfzCSMA45AIzx71xOs+JNTt9OuJ4JFtpYodyNDFtbJeMfe6gde9fJejfFb4heGvENv4r0vxhqMeoWtws0Fw12zEOpyCQxIIz2ORX0r4U+Mlr+0D4Ll1bVjp+h6ha2iR6vNc34CX10rFzLH5n3DIMfuwdoZSRgYA1eGlShuepheJ8NmcJUYxcZW01ve36l74dxW9z46/4TxtVeS8jt2jK3LmRvNOANpOcDG6vTr2+tL66iDAxySIfOzIDtP+PtXjeg22vDVBPoMUN5IuC0VpdRSkAMB0RyepHPqRXZSeKPD97Ypdpdxxz874WuVz5gPPIPQHjHYgjtXLKEpO9jirKTjzJep2cTXOn38cMEw2su5duPl/Kvib4+6guo/GjxNdRyB1bWpgpXuAxA/lX05c/FTwtoIDa14tsYLhwQUNwGZVIPO0Zr5P8AiLx8QNamaZXEmpTSRuvR0ZyysPYgg/jXVhIOM22fOZ1KX1eK8/0MkK4wSvGOOK+rP+CWWiQXfj7xDrl0GCWljENwHQsXH5/4mvlWxvUeQ28o+Q9Cf4TX1x/wT617SPhp4a1LXNYE8j67qsVraW1um5pkQfM/H8ILdfVSOxp4/mWFkluzPhR04Z9SnUdlG7/B/qev/wDBQzxNNonwrstH0mVki1DUFimweXRVL8n03Bfyr4WvLiXz980TA5Bjdjwfxr60/wCCld9Fb6D4WsLVnD3E887q7HhQqDn/AL6r48vL+eXaMkqnyk9ifasctjbCp+v5npcaVXPPJx7KP5J/qaWoaol7AZdvReRngGoNF1e6a6xG7HaPuqcZ/wAazby6ZokgKjBHbGeDVrwuWGv2rkfJ5qBgB15x/Wu9pJHysW5VUjuNQvDd3Fw9zdEyuxBd2+8c819ifsF/FCLxL8JJPBWqu32vw5ceUuX+/bPlk/I7l/AV8mHwVHfEXBuWHm5bYq9M19H/ALF3wg1HwhPc+P7i7nW1vrM20NtIw/ejcDvPoARwfc15+OdOWHs36H7fgoVIVlbY+mvt9tKzfZp38qSP/VM3U+pqHVfGt3oFk+mWkrx/aIwqyocFByW/PioVutOh09oYUUylsmYnkDHSsfWZ/M1CBZ4t0fXc54P/ANbpXhRV5WPZnpAz7vV4rC3Ms4LSM37kJ1UHrn0zX15/wRVa+H7UmvNdxkCf4e3Mitn7w+22IH8zXyLfaQ0Mkzx3SH5+ZEORt4JAz3FfYH/BFqwltf2mtcYXrzQ/8IDd+UXbpm+sSRj8K9jKrf2hT9Txsz/3Cp6H6b0UUV+hnwQUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAfHf/AAXzj83/AIJP/E+P5ebzw395gB/yMemetfzzJbWJG177ao6pBF+mTj8+RX9C/wDwX4YJ/wAEm/igxAOLzw3ww4/5GPTK/nfZ3ktmeRiM8kjivHzH+KvQ+gymKlQl6/oizBNawj/QLUEHgPK2/wDIdP0qG6fUbpRHIxYDJMQIC5PU4UCn6YkbQFiu0549KnbDjEce4BcFhwMV59z0/ZRZmPpwS42F2COB0fIFWLVFidolGQgwMdcVPN+6lR1QMGTOA2epx/Sl8q3EPmecuWPRafNfQUYqLuiayiX7LM/ltsYqCO55z/SlivPLUxjcF/3ulLbss1g4Uk5kXqemA1MWJnfyogr7ui9T+WKnYv4noOtmv0V1sIhM4IKKWwCc9yOcV8zftdeL77XPHsGhXtxvOmWoVwvADvgnj6ba+lNT1rTfAUSa34u3RWqORhEyzNtOAo7k9APUivjT4ueME8e/EbV/FcFsYIru7ZoIW6xoMKqn3AAruy6PPW5rbdTwM+rRjSVJPVvbyRjaeFLjFfVf7EWgDTvh14q8f31nMIJJYtPS5ixxjErJk8YJ8vjr8or5TsOJAa9m/Z9+M/8Awi0LfDjXojNpGpXAkSPzdix3QK+W5PplVB9h7V2Y+E6mHaj5fcfPZdXpYfHRqT6Xt620Ps/T9MjttLtWt2SWG7tTNA08QPzMyqhz3Afkd8LXtsuraz4Y/Z1sbq58MXirfXEklo99pKS28qEgfIYyGAwMcnHWvHtW1Xwx9stvBFndSPd6MqvJCWLLHERtUNx94kqc9K9w174feOD4V0658f8AjO60ewi0+I2Gky3kiR3sJUEFgrDcNsgfGCcHNfHVfii2fpuFcXdrXofPWq3WozaiLyezijlDBvLgXaicd88mvPvF/wAArCwg1DxelxKW2vLHYW0Cqo+Vjhcn+9t7etext8O7nXLnVb3w5DahYrxgkKOI12jA3EtywycYyTn0rJ13SdQ0yUnU7mKcrIEKmbIwQR6DpQ6vI0kzXG4Ojjor2kdtmfM1pr3gIzabdXq3KSRTf8TASWKv5ibycowlXa23A5BGRS65FoV/rMl94YurgWMu1oG1E5lAKgHdt4656e1Xfjd8Lb7wp4me/sENzZ3++4gkhgwEyxyhxxkcfgRWLbWl7BDBFLA6AQr8rRkHNd8XGUU0fl1WlWpYidCtHVP5/wBdTZi8XtpmixaZrVx9tgidktiBzEuMnsOCTW54a/sDxLaCURxGGKcCVXOCpfvjrzj+VcZrD2sejiyfSwJ5brfFeMzDywBgrjoQSR7jb9a0fBK6Xp1vNPeX8gvXwBFIAFKcZI9CDz9K1VlA7cJipwrKnKzj5nS/Ga01bSNAsk8JR3IgZtkiW6t+7HGBnryd1WtL8DT6baQf8JOZbaW+tw8TIVlkVsgIGGVwGz17U2/1D4mHxKT4W8RNDbfYstC06cucjhccH0bAxwcitDwv4Su44YNR8R6gBdSMpkWdmZm+bccnPbpWMnJaHtxpRrYxunB8v4admdj4S0rTrPxK3w3uY7W5a5tWuZ2mtAEb5yBkgkk/4V1OseOfgVoWm674c0PUo4PFuj6Nfx2C2STgrcC1lChCMIcluvua5LTodQ/4WvdaxFtaD+xkS3uIxtDDMh45znI+teMS+JZNI8ba94vt7u4Ekkt1AksLBZI2kJXcCwYZAOeRWEaftJ6+Rnj8Q8KowjFatrVbLuvMw/8AhpD9oa23M/xk8Uhg3G/Wpzj82rH+J3xi+KHxH8IxWPj3xtqmrRW98Htxf3TSBG2MCRn6iuksdYv/ABff3Gla3dzz213DtlkmlVmVgo/fNjABBG4kAd/WvNfEBkOgRRB8q15JyT6Kv+NelRhD2qfKrnxdZYnDyUXVcotPdvp5XfkYBILAh8YqUbMYYnJ6cVD5flgFF6ngmpUwFxkZr0GjlNXwTZR33inTtORBuuL6KNS3cs4H9a/UfwZ4O0h9BXQ9atW+2Q74b+z83y1XpjHdj3B6YOa/MT4VWWo6t8TfD2k6OyR3VzrlpDbyy/dSRplVSfbJFfub4b/Yh+FGnW1nL4u1rxB4g1C2QB9QvNXkgZ+ACoWAptQnJC5JGfvGvzfj/jHJuE40HjnJufNyqCu3y2u9XFJard69NmfU8MqdSVWMI3el9rLe332eyfn0PIdTPhjwp4Nk0+KSOB47SQxRKOWJGMnAzjpk+p96+ftVu20+MJZWMDuXPnMwLHHbHPHf1r7+T9k39n/7V9qufAj3ZLqzxahrN5cxSFegeOWZkcD0YEe1P8Tfsw/BnVdEuNM8M+AtH8PXM6FRe6HpkdqzA9Uk8kIZIz0Kkg45UqwDD82w/jRwusVGCpVVCTV5SjH3fO0ZybS3dteybPuIfWaUH7ifpLV29Ul97t3PzZ8S+K9TsoIZIb6SBZZXWZLUmLKBI+64OeTzWr8EbS08J2t3Npl39o/tK58yQMQH8sDjcx9y1RfGzQINK8VatpkutaXbTaR4gvrFdNk1GMSYjmaPcDIVLqPLxuPJ4rA8HXOr6EW1KS1WbTVLC6uoblCkYOMkuGIX7y9fUH0r9n5lWgpQd4tJrzXQ+cxdT6xWcls9UeqqLLULyWK2cBAw2AsCCT/k81neLtWuNL8DeIpJbkBYNHuvm7H9y+B+dYN/4k0iGcT6TqMO89mnA2LjoR6+tc18RviR4V1HwTrPhLTfFtlLe3WmzJHBFNvMkuxsJxxn2z1pRpSlJaHj1HUjGXc+UAS0mBg8dcVIA6nDLz9KiDLEpy2cfnVqxuI76PZKQrj7rE4yPSvXZ8E7n6Gf8E19CsdP/Z9ttSvtwN7fzMCOM7Xbv6f1NeXf8FD/ABVqF38Urbw6kjfZ7PTllihU4AeQnP1JCr+Ver/se+ING8OfDvw58JJY7mS/GmfabkJHhbZ5Dv2Mf72G/DGOtfOn7d2qK/7RGqwWsp8u0traMlmJwfLDHH/fVeFh05ZlNvz/ADP1PN60KfBtGnB/yRfra7X3nkVvftZ3YnkhKsuQ6uSM5qPVdQAAuF654JNUZ72eW4MkithuVDHt/hUN1cme7+YL8rdule2on5m5aHT+CdZvRd+ZHO4BWQMwOMAo2eM9xxWyL2a3eG+0+6KXEEomj+b5g6nIb6gisH4ZwtcX89rLn97CQmR05Az+tdvbfDyO5uliW4lclwFEa857YrNuEW7n6FwrTm8tbX8z/JH398HfibpHxI+G+i+OG3Kb6zX7TGrZ8uYfLIB9GBrp0uo5MRtM0gWUlAW+6PQV5P8AszfDS9+Fnw5Tw7rd7I8lxdNdGN2H+j7lA2D8gSPUmvTbq9sysKWCLGFUKSOrn1r5isoRqNQ2P0ejzOmnLcr+J/G17f248OGZ1SJiXUdJCTxkewxXOXOrlZ4tPtcm5kwHdT8pbPr3q7sW+1G4hn2wsykI8rY2gd/r0qk2kgeXFJeGKNxhmTru9c+hq4pJGEm2z9Pf+CK4uE/ZZ1+C5jKPF8QLtSpPT/QrE/zNfX1fI3/BGO3ubf8AZf15buYyOfHt1l2bOf8AQbEA/pX1zX6Nlf8AyL6fofn+Zf7/AFPUKKKK7zhCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACvyD/AODqGFJvEHwBMpjCiz8XZMh/29D7dT+Ffr5X4/8A/B1TK0Wv/s/lAu42fi7BI5Hz6H0rmxn+7S/rqdmAV8ZD+uh+ULwaaIjLc3skg/hSNAg/M/4CnfaXSIx2VqiZ7sA7H8Wzj8Kp3WAib8nsFJ61egSJYEYnBwM7q8G59PyIqTxXV9PuunaRSdu53Py+g44qCCwG9kmd/kORubOa02BY7jEQpbg5wM9KiOI55IWRcb8Ft3AxgUcwnSimR25UwZdSc9Svc1eaNY7OESRk4DFcHGOf/rVXlWC3KlZs4HO2rMyrJBCSTgRnJ3dyzUmWmrWGyXRngMTOwzwMt1pHu9ZtbQXNgi/uwTJM3RFGOcDqe340RWlzeN5VvEsjDuoz+tc/8Tfifofwt8K6mmrwPLqU9gRYW6L0JBUO3oqkgk/Qd6STlJRWplXnChRc5OyPk34n+J5PGHj7VPEE0rN9ou22Etn5B8q/oBVDTVH8OKz3Yu+4nknmr2mttNfSqKjFJH51Vk5tye7Puj4H+HLXwt8FvBujavBcW0msb70MgGJDMeHweSdojUduB0r1jT7C7tNaj0+O1WW5iu/KjWKFd5ACIVXPGS7J/wB8183/ALIXxZg+I/iTRfAXiiFpL7RoZP7NnM+0fZkj3bMdyGjTp/DnGMV9RfDbUIPiH8T7C8+Hvn391cXiW1qFJJmuEP8AAcd8qMdz1NfIYyFSFSSlvq/vPv8AKK9Gvh4KGysvuSv+J6H+0pr2uaP/AGf4YfwvLHcxWMSyxazpIWRSFUZ3x4X16gn1rwLUdIfxBbXOiXEKNHeQmORnjyvrlV9jyO/Fe/fFrwVqdja3up/Ebx0dQ1CSORn0a9u5WS1fG4FUD45DZyQBwcV5bbfDXXodKs9Z0+WFImiy8vnLH5RxkqEAyDzycf41wQnGFNan0rSqU3Fq6e54D8S/hJY/C3w+uqi7uroyTKsjLEoEWd2cjd0+6PY1z2ka98KY/EFzLdf2lHZXEO2CO3s1S4jkJHHmeaVK9f4c81714p8MprNjc+G9VuYgL22ZDcE7/LY5AIB688/h9K+aPEfgLW/CviyTQ7qxkdoLsJ5kcJ2uAeGHsRg114eoqis3qfAZ/gZZfWhOlH3H31s/v6liGxeF90WoJEUPyuc5JB7Vt6h47tLq4RPEKfaLlo1MtyF/1hI7j6VipDceY5miPU4Gw9P8ag8QGC5vILWy0/7LLb2ypO4Ykznk7sHocEDjjjNdVNe8ePCpLDLmpu1z0vw1pPh7WZ7bUrqGKRJog0LK2SdpC9umMdDWD4507xlffE220DS4Lya3nx5OzKLISOckg9/WpPAk2k6ctpbaZfyvLljOHxvSTbyB6gjkfQ+1TwP8XdQgvLBPEsklnLfbEiS6UssYYjORyFGeVz26cVMm07o9/wBpTr4SNoPnvry69OpvaH4At21H/hHpb4w3sJkBCxiSKRNmWJYMMkEgYxXoPw7h8MeJLe7bU7OwNp4euZUZ7m32bVjXLFcZ44PFct4I8P2egatHNLqMAkEbkoysdrHAA68//XqvA+p+H/hb4qnvkaF5bm7Z9hGTuLjOB1HT2rlnzP8AA75U/q1Lncej/I1/2gPjF4Ct/g1Nr/7Ofiy9stXfW7RdQm0uS4hlEIiuMkkkEDcwHHB3V4BH+0z+0PZlWj+M3icNjktrExz+bVf0jxXe+EfDX9nabqF3C15eJcPJbSIgkRFK+W29TkHcehHSsnXJJte8E3N7q0r+dYSK1tOz7uGIUxZz3+97bD6muqnShGNmr+p8bj54nEr6xCfK0vhjdLT5nK/Fzxx4s8e65a69401y61G9NiiPdXkpd2UMxAJPsa5NCC+Q556itTxgHlvolkPC2kIHPJygP9aygpRtu3AA616tOKVNJHkylKesndkpEbDaxPvivX/2J9BuvEPxws7bTLITS29lcTtFjJKqnzY9TgnA7mvIAQPTjqBXYfBn4meKfhV4lm8V+D7trW+Fk0MM69V3Muf5VniIudCSXY1wtWFDEQqT2i7/AHH6haR4P8I619mmSI3USlJI3kl+6doBGz+6eeD3p3xw1DQm8KnSrG5jaVp0V4xwFCr6jvjHHpj1Ffnkn7W/7QcV7NqNv8R7mGac7pWhhiUseefu9eevWsTxV8c/ix44t4YfEvjm/uIrcERRrL5ajJychMAknuc187HLaimm5bH1EeL8BSbcacm/kv1Z9eanq81pcBLTT7cQrgq3llznvkk8jPbFcd4t1efVnk8M6lrFwlpPbxAJFIURXManlRwVyfSvLP2e/wBqjxR4KZ/h54sE2s6DqBcW8M92yvY3bgKlyjDJYKcZjbKsCeAcGvUvGmn241UzW/iXSrh7mJDJHFqMIMDAbdjKWBDcdMcZrepSlSR6H9tUc2winSTTT1T13/Q9H+HklroXhC18MySJLa21sA0kZCgSHluO5ya0LaFbq1+1wzBXVc4LA4x+NcB4P1a70aBLLxVZ+RbXHNlcPKoRztBGDn5htIPHbnsKuy+K9IsJGZdato7QDdNPJdKB+p4Fcvs5X2PNrRlFq2xg/ti6xKPgXHbTTgGfWYAqnuAshJA+oFfJ8Yd8lVz+HWvev2o/G+geNfAVvaeHvENtd/YdSRpooH3bIysihs9xkgZ9xXgZuRb4ZDz2Ir0cLBxo2Pkc4cpYvXsixbxvLKsIHLMAK/W/4U6Tp/h74baVpoVjNBpsYCN0+YZyfU85Nfld8OdFHi7xnpGlQAB7jUIkkUH7q7hub6AZJPYA1+nPw68eeHPHOjXi6Wty0OmAxG6dCiShVxlfbtXmZvdxij7Hw9lTp1K7k9XZL5Xb/Q+Df2g/FGqeKPilr2pXLyTMdSliXHaNGKLx6BQBXE2WqJbCSLYQJO2TkH6VN4u1qa58SahqAckXF5MyDJ3EM5I/nWHFdTB2MijcAQd2OOP516sIpQSPiMVVdXFTnfdss32otbXJ8s7Sw5z3rpvDWqXbaPLDJNII3eMkbvvfe9+wzXDmUzs8gABYV3vw+0r+2dBNnJIUZJizPjttHH6052Suz0uHFKpm8Lef5M7L4G/Ef/hVvxh0Xxospe0juBb36q//ACwk+V/yzu+q1+iEep6bLGwjnfdIm6GTd2PTNfnh4H+C954z8Q2+gaXJK89w20MOFUdyx9AO9fd3gXS7bw54d0zRNSu3ujp9nDA80pG6fYoGT9cV42ZOnKUWtz9gy9VIxaex0v8AaDR5vo5C0qx8OTkk+tc/4k8YXfii+F01wyrF8scbniNBx17E1e1G9VjM9pGNu0lYk/lWDHZR32mlg0aOsoLIWO58n7o/CvOpK+p2VtLIrf2hJqtzLZ6TAxiiBZkbjKg9q/b79lCRpf2WvhrK/VvAGjE59TYw1+I9tpc4vf3GouksfzQKhADLjGD71+3P7KcZi/Zd+G0RP3fAOjjk56WUNfV8N29vU9F+Z8txD/Bh6/od9RRRX1x8qFfzl/8ABcPA/wCCsPxkZQu77ZoXJ6/8i5pVf0aV/O5/wW40q0uP+Cp3xmujfhJRe6EShAwFHh3S+pP/AOuuHMP4C9T08qdsS/T/ACPkZVJxG6lmx8oQbjmpptPvYmLSadIgC8yuQBVyG7ea6ihUl0AywYBcjuB6D68d6tXuqXE9oqrFutpiBLChZlcgHhiTg/gMGvEse/zyvoYN21vZW0Zl1C2kaQ/dWRmYc+mBmn2mn3F/IEthE7HgQCYb89vl5IFaqz6HfXEdmWiVbdNsEjD54wBkhQOOtT3t3LZ2IEEERnRsqXTJk7guQc59KTauO87blLR9MmiZxqdpDHLDuwfM3oCPXoMVJJpVs5M8+o3BcMTjeF3HPoF7/WpdOiI1GPUltYvOkXzZWjI27gD2Hf6CnCZlfzPOjDhfnRVySB9TgUnJ3KS0szmviD4s0rwX8P8AU9dhtil6mEtClw5Z5pBtSPBJBGTuz14r6Y/4Ir/Ej4WeHfib4v8AgX4h1XT4/GVppFidOeZ0Et4GMst6kbZyziRoGdRydqnkRnb8U/tTeKZ9FvPDdnFqCRlZ5NSdXQkK8QAjBHfkt7VxPwT+BviX4xadrvxY1nV5rdYUuLr7WikyyzqpkyuCMYOCW7cYr6XhvMlkWY08wcVLlvo+t0479HZux+O+LvB0fEzhLGcMKvKj7ZRXPFXs4yjU1jdcybjFSjdXV9U9T9F/+DiPxp8IF/Z78K+AdVu7Obxq/ilLzR7WN1NzbWYglWeVgOViYmJcHhmCkZ8s7fyJtZCg71Df3+o6pqMl/qt/Nc3EhzLPcSF3c9MljknpXpn7LvwksvjR47m8F3mo/Zd9hJJFL5W/51HyjGR1JAz2Ga9viTO/7Yx8sZKHIrJW30Xd2V38vI+P8JfDiPhpwhR4fhiXiJKUpObXKrzd2oxvLliu3M7u762OZ8KeN/EvhCeWbw1rE1r9pQR3KRt8sqBg21h3GQDX6dfsreOD42+Bdj408S/ESPwzaDToyYbe5jWS6kY+W+2PBaUhgSRxwOtfm58Wfg/4i+E/iu78O65aGKW1kAZScgg9GB7gjkGvvj9l2z+GepfsleDj4q8QWkUBtpo3tLDTfPvjOd22QnbxGrIwPzZ+YHuK+HzhUqlGE0t3va/Q/beGp1aWLqUm/s7Pvdf5m94KbwhNrt9okviDU5rSaJxPF9seNJjuGGVYyBjr+VbfiHUNLgsVh0a1aWFZQgadyxGFI5yc1xnhOHRIbyaTStNuogrKssks5IPPG1ioOOM4x368V1niLTdE0+zjt5pbgq0pKgMAcY65xzXzeI1q2P0HD+7HRITw7oNlfmXVEs42kTKzgcA/QfTH618n+JvBOq+AvGmq+Dri3kb7BeyG3RSSTbSHfGcdSMNjPY8V9b6Hd2dsrWlpduqTIMl0BLHnA4PvXFfHL4WeJvF0en+LPhfpkU2vWEnktDJKqG9tWPzRF2wMg8jJA5PtVYat7OfK+p4PEGWzxtH2lNaw19U97L8fkfPmmrq95rFlptna3Bup5444kjQ7ixYAAepzivPbzWH0rVJLaVGV43KTRyKRhs8qR619taB+yV8UPDEGseKfid8PvE+iv4V0kavZypshikliljdVMjKySqeOFJyDnkZr5w/aC+Geo+K/C918etEjaa8lvpDrsLGPeBlf36ogXgFgGO3qQepNenhq9ObsfG18vq0IJy31dttOpjaHqdul1aCJ9nmxlBhvn3f3T7e1dl4VfT77dplneS2xazPEN3jdMG7AqcArtG0HqD0rxPwJDrct6L27jxbPy0khI5HQqOvtXaabqV1bSsYoDHCCC/PygZ46/hg10ShysjDYx0KifT9Dr7jVrnw0z2dp4jW2uLeYeZ9scq4PcA4I79K9f8I/DPRtf8Dwan4ontr9bi382FWkHmrIckSKSCAcY6AVwnwi+Dtp8brC/wBSvNN1SSDRmW7kvkjBtpYkG54ZpWP7s4UlCevKnqCPU9LTw/rzto+h+JbQTomyOKW4jQDj7oIYg1w4mpK9l8z6rLqdbEXlVa5H8Kvv8rnH+Cf2MvBHxY19Wi8Zahpk9yrSTPc7Jo0UAd1AJ/HFYnjn9jjRYNb1bV9A+JFjqdr4P00SamZ2NtMkkYJ2RxjzFky3Ody/xZwa9NtbzxZ4C8OX/h7wxaI2t3CLD9pD8WkRU7myerHOB+dcx8K/hd4i1zxEvhhhcP8A25P/AGffqu4mVZWCtx1JywI9xUU69RS5nLTsaYnKMDVp8vs9d/n08tz4NuLto5SUi+Y5+9T4HFynmO4yK+hvi9+z18JvDfxC1rwj4Y+1TWdheSWtteGf52ZOC2ORjcDx6V454u+Fes+DJftbTLdWjjInt+sZzjDr1B/Q+te/TxFKqtD4LFZXisKm5Lbe2pgM/lbUDDk9lzWxpZkGnKzMGBdiMD8P6ViqJGBXZxk7q+lP+CX/AIT+FnjH9sPwF4d+LFvazabJNcPBZ3ygw3N4sUrW8bhuGBkCYU8MwVec4PXhsJLH4ulhYtJ1JRjd7K7tdnx/FOcU+HeHMXmlSDnGhTnUcY/FJQi5WXm7WPErnRdVsYYLm+064hiul3WzzQsqyr6qTww56ioXjO/bIoznnBr92/28PB/wq8U/sjeObf4rWdn/AGZYeG7q6s7idF3Wl1HExt5IifuyeZsVQPvFtvIYg/hEDknPrXrcXcLPhbF06PtlUU432s1Z2d1d6dnfv2Pyjwc8WIeLOT4jGfU3h5UZ8jXNzxd1dNS5YapfEraaO+unffs96Zdan4xvbOyEQdtDulBllCAEpgcn3IrpX0yTQLyS1m1W0Fxbtw0Nwpw4PGCOMiub/Z+hX+2tauzOU8rQZyGB/iOAB+dW2K/af3eDj16V8bKPNI/orLHGOAjprdlnxhJr/ia4trnU7+3uHQqrStcR+YEUYAJyCQBwAelYepeB/FWvXkNpoOni7dpHZY4LqNmIHPQNnpU88j+afXuQaS3nntnSe3mKSBwVkU4Kntg1aTjsdTkpN8x9JeC/2VIPip+yBYaDeWEGmeJbd572wu7i3CtI3muBE7gElWTGOuDivDNL/ZN8b3WqQ2Wqa7p8DSKWkjhEk0kSqxVshVwCCCMbuo619u/s3ardz/A/RZ9XnBln01XwsQAYlzg/XByT6mui8DeHNI8K6rd65ArXEsqkTSTqGcKzAgk9wDn6Z7814ix1WlKcXrq7H0GI4dwWYeymtHZJvy01a7nk3wH/AGbofDuhxXdv4ajFlbFDbfamVfOb+K4mz971x6AAYFegfGHxB8O/iJ4Wl+D1x4otHS4s5FubgLgCRF3eYpHGd4HGayPjB8ZprSwuvDOmqTGZhGFhfJuH7xqByF7H3GK8n+K/wf8AHx8E2/ibUfDOyS4u4YYbaPKso5JBX8F/OueClWqKdR210N5SpYCjLC4OHOrWk7fetO+35dz5t8ZeFbrwnr82j6nf28xVvkmglBWVckBuuRnHQ1Rk0TUpbP7ZHZSeTI5RZwh2lgAcA9M8j86938M/ss+J9dkS+16dNPikkJKhdzfQ88H2/WvUtd0TSfh+NJ0Uf8TO6tbWNLNbuKP/AEddgIAAGcZyfX3r1Xi4qy3Z8pPhqp7OVeonTjfS+r1+5nyBovg/xJdok0WiXzRPIIxcpbNs3em7GB+favo+D4Fa1olnoMVkwvLG/sbT7RcW67vssjooO8DlRnPXrj2rf8TapeG9dioG0qXjXG0MRyAKtzahLqei3Ojz28c0dwqC7jmHLANwOORjPBzWFTESna2h6GTRw+Uzm7OTfXY958B+FdD8EeH4fDOjW7gxp/rNoy8nd298/wAq0bezu4JT9rmDSljwDlTXzZ8Y/E0vhP4KeINQ0p57e5trCO2huxLlkLFU3q3UNjJzXxrN8cfi5bPi2+JmugZ6nU5f8a5qOBnibyUvwPcxfGOGwdRQdJvS+j+XY/Wa51HRnNn4f1G7itZ72SQWkcj4Nw6LuZVHchctgdgapRTXNqzyNbeZBsKxSAHjn3r5A/4J0fFLWNf8Tanf/E2XVPEz2yxroiXWZ/sdw52+crucRkBuo5OeK5P9tT/gqN8RJNduPhn8DdcOnxWF00d9rYiR5JSpACJuB2gENk85z7VpTy2vKt7KH39Dsp8QYWtgvrc00nsuv9dT9J/2RWmu/wBqf4dzvciIjx3pGVCf6z/TojjnrX7a1/IX/wAEy/22f2o/En/BSL4B+Hte+Mep3tjqvxp8LWd/aTrGY5IZdXtkdcbeMqxGRgjtX9elfWZPgqmCpyjNp3fQ8DMcxpZjOMoJq3cKKKK9g84KKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAP5FPDY/4p+wEQUA2kRPOP4BWlBC9xLsihZ5P4ti8Y+v/ANen6Fp1pYeG9Ku7fUd3+hxBlKAndsHQdT/Kr9jqDJPJeTJvSMgLvk2kHPU46nHpya+Xer0PsuZ8qM2ayuolPnWxtQWwDO2Khu5beG8+xR3UEzKOsTFsn15xit29vRJdxx6xGXggw8J2nbFyTld2c896ZaPp+pSvfwyRrdMRuMX3pT/ten4cVLsNObMuHR9SuoHmsYre4KDdlboFVHfJx1rSs7FF08yYEMr/ACsV+ZsEE4XPGePTp9am1LUZkuI47K1tgsi7JUMYCqp9OcEevFGnwDT7e4jsrZEjDKgJIIIznjnjp3ob0GlLm1Ks2m2VsPNFzNMWG1ozPx9flA6Vy3xHz4q1Pw18J/CFq5vPEN0Bc28MruHt4+XJBPG84XA/nXZeayoVhnRld8fIn3ST1yevToK9p/4JU/AfxJ4o/ak8WftN6zbqdD8L6afDnh64eRg0l9IkbTlFxyqxyOpJPWUYyQdvjcQZ7huG8kr5lX1VOLaV7c0toxv5ya1s7K7s7HJi1KajRp7zaXey3b+5P/NH2z+z98Lpfg18GdB+Hd3JC91YWmb+S2/1ZuZGMkuzgfIHdguQDtC12gGOlal1oD2uhDUpmwzMuFx2NZY9zX8F4zGV8xxlXFVnedSTlJ93J3f4s+lhSVGnGC2SJK8R/bU/Z58F/Ej4e33xTGmpD4l8JWEuo2F+jFfPjhXfJbyjpIrorKCwyhIIIG4H6D0bw+2r6dLPC37yNuEx14rgvj5Gtt8EvGf2rhF8KalvyOg+zSZr1eFswxmXcQ4athZuEueK06pySafdNaNPRnJmUE8BUk1tFteTSumfGXii506X4VpL4t+KzQ3F7GSnh+0uYpCgjKj5o1GIsg8EnkrjArn/AAFL4Ov9CEmo6tqlwLK6Z7RJr+UmH5V427sdc9u1S/FPTPhe+nG4vNYgvdRW1tpLO20OyMcUcWCrRSzBOJMqWBAYEEc81jeA7DSriGK0gtLmC3lVyiySYc4P8XHJJHfH0r+3p2jh9NPwNqMuapdpP+u5q+I9Rjkukit7KPZ5AKySfNkZJrI+Ivwsi8ZfCXVvD2i2ih9RtC1k285WVcOnP+8o/WtTWrfQ4dVSCW4uN6Io3IRge2DxWpY3lvLYizFy2yFsrGoCnGeDnPqa5otwakjfFUliaMqcle91958ZaYupmBbg2srSHHm4BOyUYDggdCDnINPv4dW1DRtVaztbh47W0Et3sRiFjEsYLN6AEjmvoDxJ+zn8VvFHxaA+DXg06pY68rS6jplnIiyxXKgkyIjEF9wHRckknjpWn4o+Dfir4G/Ctvif4n8O+IdK1TVb650O5s9QWOOFrd443YiGWIschAN3Q5OO9epTxNNyXmfm9TJ8Th5TVS6Ub3dtH5p/cfHGh+IIW1FLdwzRs+Rgcj3Fdzo+o2rSXNs5Qqrq5jVsoV4wfqeOeKwf2hfhBqPwo1ay1Tw/Gz6Rq8CyWswYO0UrIrNA5Xow3AgddpFZngq31O005/7VtQDgeSjMS5Hofp2Fei0pxUkzz7zw0+VrVHsFra2+u6HP/Z2o3aLBcuUgiuw5EAGVJ+UFiAMFs9c1W0bXbu71ez0fTfFUKRXTLC0QcrI/zcAgrz17c9a5LRtbuLTabp5IoskRsrEE9Pu45/p617X8N/gtpFt4e034665p2oWKMptlN9GkUBlOcTwMzASghWBGRtb2IxhVm4QPewdfE4yUY03a1ua76d0b3jL4ReFhoAl1RY5r0sqC7sLhUlWJjjYWYMSOc9cVR8EfsHeANb0m68WR/E6606104rJMt7aJKWwNzAYZFIxnvXRLocHjXTDL4Y161uSsiO8RuFVyAeu0Ek/hmqHj/VPFuseBrbwP4Wg8rTUBk1a7RvmuZMk7AByVUfgT9K86NSrpFSsfQVMBg6nvTjzfr80eB/Hr9nO3+G/wkv8A4tWviuy1Oz1bURbadJb3LefMvmBmeSJl/d/d/vk5z9a+cWvXjcpGgAzznqK+/PDPwF0j4keANa8O/EOe6i8P6RpkmsytETmJ4woAHIxuLKuT3xxXzJrvwQ8KalZPHpPmWdznKSvIZEwezDr+I/WvZwmKhycsndnx+aZHKnW5qEUo22vrfqeTIqSKJA4Jb6UvnHeUVwMDsPw61f8AEXg3WfBt09hqkeSCRHNE26OQDuD/AJNUFR5Cu6P5cjHNegrPU+ZnCVOTjJG84cIscmCQgBIGOgpY4XJymCQueT2p1wYxcOsfTcQPao+CSRn8TXnnkyfvMURqWJK5r1f4P+GtR174VakLOW1iVNZSR3uLlU+VYXz1PuK8nHI69u1ep/D2JIPgxLKZyDNr3CZ6qIuf1xUTV42PTybl+uXlskzS03UL7QpkvdD1uKG6V8JJFOFIAwc8+4/SsHVNM1G/1qa9nktPniOGiuIlBY+uCBnOTn3oViEdoyOR37VTeRjkDge5qYwsfQyqPRWI7b4beOdd1k3Gk6FJdRK0aM9tMj7S3Aztbua+nP2u/wBkOLxToGnfET4epY2F5Y26Wur2bRCFHjHCz/KMZHO72GeteBfD3UdU07xtpn9kzhZHvYY9pGVkBcDDDuPav0N1iKDWfDZ0W6vZlMgZHeMBXVeOh9+a8/HV6lCrBrbU9XAZfhMwwdWnUWrt8mr2sz4N8Afsj6tc+IAfFOq291b21yEmtdOWRvPcHiPeVUKD3IJOOnqPsL4S/Ca3+G1tZ+IvEdjZaaiRZnnkKhLaIdIY0/hJHGew+tdj4Yh0bwP4TktYIYlgZmmadkCgMAN2T2Pf8frXlPxH+JfiP4j6xZeGNF0p7mZuYbIZcRoP+Wj4749elcFbEVsVLl6HXhsqwGRwVX4pvZef9dreXcp/teQeE/j14Tu9Q0PxJZxXuhTK1gZfkMgcfPGc9iAuD64r4uuLFrO8ksrh1M0TlCokUgEHBAwea+i/jF8EfHOn+J7TS/7A8y4urBppWjclV3PjJ9OAvFW/hn+ylqVt4hstU8Q6x9nkimikjhgjVjuBBBGcjH1H4V24epTw9FK+h5WYZXjc7xnO6XLLaT2X49VtofNN74f1aHYktjNESqugeJgWUjIIyOQc5rsfhH8Mdb1/x/oukatp13YQXF9CZJ7m3ZE8suPmyQM19Nm+sNP8U3NnplpFd3DjF9qM8ab367icAc5FYy6terqSSqzHIYqc5KgZ/Lirli3JWSPKp5Rh8LiVKUnJRe22zJvh98CL9viUnhvxTCxsLffLHeQDMV0iHG1XHH17jnvX0vBbR/2aNO0ODyTEgUDaFRUHYV89C4XWL7TJZ7WN4tPneS2ZW2upBy3K9Q3Qg5615v8Atn/EHW/C3grw/a+F9XvdLku7qWWWW2nKSOFUKAWXGRkk4rhlTniKkY3PtZcSUMHhpVHTbt5+nl5n2faQtAuCfMIH7wH+lO1DUNF1a7urWDUIlvdOiiM9lvJeJZBlGIHIDYOD04Nfk6Pjv8Y4ZNkPxO11QPu/8TOXP86+2/2TfjnpPgr9m25+JHjqO9uNYgt5bnUfE11Fl/s0bAJCZGOZBlwccgE+tXUy6pRjzXuGX8VUM0r+yVNx0vdu57495e21oYrm02yM5Icg8gjFfXn/AARXRz+0tr8zXP3vAt3+42Y2H7bZc+wr8E/2g/8AgqJ+0N8SPGUl18O/Fs3hvRoF2WttaxRmSX1kdiuSSckegOK/Qf8A4NJf2m/jr8Yf+CiHjfwd8TPiNfa1p0PwX1G9ihvQhKTrq+kIGDBc/dkcYzjn2r18uynE0sRCrNpWd7dTDG57g69OdCCbvon0P6HKKKK+vPnQooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooA+O/+C+m0/8ABJ74nhhx9s8N5z/2MemV/PMgfPylQAMAZ/zmv6Hv+C80EVz/AMEqfiZDPLsRr7w3ufHQf8JFplfz6SwxaRcuLe9aQMmUCqN2O2cdB9etePmP8Zen6nv5S2sPL1/RFKG1muI2ktbCWVQOVRcZPt60gspBOsVzPFbYUkrPIRx+AJrW0y9dIFVo0Mk+djmQ9ugCjn+lRtq0SXE2pakp+1NlPOkXBcE8qc5wMdhXnWPT5pmHHPDdyOsM0H3sGTzMIP8AgRq2NG1SNIroWcMkLNteUXHUn+7xyPpWvpkenQLHcWCQtGeZLcDMS9s89TUFxM+ozS6dcQQtbf6wFlCuWH49fpildXG1Npaj5dOt/JjgWcwoRvdY8A555JYHA444zVaS00yxdVlD3Me8M3m3DAdR8vy46/pV4M8WnQwyIkcZVm+c9MnHUfTtUN5crDbPJc3IEUELTNIEwNqjOOOe3tmkm7jlyqN2eVfFbx+NL8T694m0mdBaeENO8q2SaTev9o3IKqE3csyKSAeSACa+U5w7OZJRkvzk967+71fxT8RLm08DWF4bhtc1p76e3ReWndioLHvxnHYA1oftMfBD/hSlzoFhNqBuJ7/TGnuMR7URg+MKf4h717eFjGhJQe7/AE/4Nz4fF1KmLvVS91fr/wACy+R5rakgg81oW85GATgjp7VQtRnFe+eLP2UL9PghpHxg8Ozm6guLJJNQRI9ptiTgHqdy4xk8YJroq1YUpJS6nnwozrczittWdb+wR8avHFx8Xo/C+o6k161xYbbO4umUtB5IG3BbjAQHk9MZr7J+Ob+FbR7K0vPi5d63c2fEi2N4sqwFlVvllUDgZIIHTb1Oc18M/wDBO230/Tf2rNJs9fuLOJfs1wFe/TdEG2Z+YYOeAeMc4x3r6++Jel/DC1vIn0y6udVu98kepTWFqba3klVyPMhwv7yNvfbivmsyhTjjrxXRbL1PuuHKtSpl/LJ3tJ7+i/zOs0ubwm2nW2sm9vbq/uLWKN5p72Rw+AP7zEe3FYl7JbatqL2l7YRpE9wVI/iyTwc9u1W/DGmWd1AwnEkbW7LgKwIAI64xx09aqQjQjfTSwzXG7cx5IIbn3r593cmz6+D9zokzgf2uPhxdjwXpXivTrQL/AGDd5uyhPNtNhH/AHafzNeIW639rFg20u0J/rACQw6jB7j3FfZF4mneI7NrbVI1vIbmFoZ4HX5GUghlI79a8m8I/ss/tC3Vxq9r4c+H19rmhaPMP7OvtLVZ3SBydqPGvzgjGM7cZPXkV2UMTGNNxl0Pic8yitUxSrwTtLR2V7Nd/VfkfPnjkalD4YtNcurecWbXk0UUrIdnmBYyVBPGcEHFZfg/W4ruZ4ZlBZEIQucAnHCk19T/Gz4L2ngp9J/Z71mHWoLPxHb2erXsWpTwNJBcyRKg25jBjChM4LAjLA98/HvxA8DeL/APji68DXlqTJDIGhe3OUniPKSow4KkYOa9WhONWFkfO4jDSws7vW2j9T07w/qeny2cM9wxbZFIkLeds8uQDKkHB+UNtyvORn610usW8a2Nr4i/ti78nykDlpt6JKRypwox06YNeYaQ13a6XD9rgQ3HV/LJIX3/Hj8a6fw/qtxcXMWnXVtLPLLKg+xqSTKMj5SBjPHTv0xTacdjpweNnD93327X6XO/+E/8AaXjbxcdCHiu1eKNXljjjlIRMjqQQCOcd8Zrq/iF8C/h/rd5Bo0qzWqXCl7qfSp4wskikZfaV5Jz3OfetDSPhH4Z+BTvJqk97YT6yiXaf2vHHFdJGTtETxFgV2sG5GQww3fA173wsZDb+JrXV7SfT412ySw3IfZlh1UZx+ledUqy9pdbH1WGwkquG/wBps5PdXvb/ACOV8RfsNeBvCHw1PjK5+MBthqNsYLW2ubHJLuQFDuGUqCNwJCtgZOMZr5w/aw+Cs/wDvdE8H399aXVzc2b3s5sLszRpv2hV3FFOcLyMYz3NfTPxbbxr8R/ENvLeWLWuj2xEOlWKN91f77Y6MevPQcVkfHD4A+GPEPwTtvip8QZLp9TttQXR9GTeVWZAokYk5/hUgYA7jPWujCYiVOadSV7/ANL/AIJ5ua5Lh6tFuhC0l1v0673+R8ORX0jMEYKF6AgVZCIjblZTjk5r0nxb8B9PvYBc+EbpbaREJaC6kyshH91sfKT78e4rzq+0690m4+w3trJHKhw6SDoa9uFSFRe6fE4nB18LL31b8jtP2YtNvfEX7RvgHQ7CVBNdeM9Mhi8wYXcbqMAn2ya/oZYZ/wAa/Ab9g+wh1D9tD4Xw30R2nxxprcNjlbhGH6gV+/WQelfy39IapJ5ngIdFCb+bcb/kj6zg+MOWtJbvl/C9vzYgXA/nQFA7UDGPrQwBGCa/nQ+0Px//AGytCu7748eK/ExubWK1HifVFCy3CiQsdQuT93rnBFeYxarq1jaTaZpWs2/2e4i23ULTJ5cmcZDBuD0HX0Fdd+1jqdhq3xh1rVdPumkgu9UvbiHcCDtku5nXjt8pXivMJ2ZbcAY259eTX+huWUZQy6jGWjUYpr0SPzqpVhzXp7W3v5EMWg6iySZa38x5ywAvIwCMf73rXbfsjfCnxRcfHDQtS1/wqZtMMk8zvLGk0LhYn6jJBG7ArhdxdgGOB717J+xHqerL8Y49PguP9HNlPJLGRnaQo5X0PIGfSuvEOcKEmn0KwKpVMXTU11RH+07+xXq+h/EWfW/AOp6dDomriS6iS6kMf2WTBZ4cBT0+YrjsO2Kj+A/7Juow6vBql6kWqX0gBsIVt3EMAyMzHeAWYfw8YHXk4x9heN9E0nxe0EeoXMjRRMGdAg2yZAyHXv1NXPEfjC18DeG7cxWaebaIkUEakKZTgbcHuMc/QGvHePrOiorc9b/VfLni5V2+WK1/4bt5bmb4I07w38D7GefXri2sVZf3QdhJNdSEf6zjnABIA+pNfMX7Z3gzSfF13b/F/wAMa7ZSPfwN/aNqrhSQhIWQZPXaACPpXpOoz+NPjj4uvINB0z7UF/dzXjA+XGT0jU9AOP615HrvwJ8a6z401HQbDQ/Ljg1FohPI3yYXAGD34p4WPs6jnJ6k5jOWOwn1alRbpfZ3vfve1v0/M8NtdPkv51s7KJp5pHAWOP5mY5wAAOaE8Pazc3ywQadcSSsdvkRwMzFvTGM19Z/Cb9npPh+l74l1LxPLHKtkyziGFMCMsu5Tuz1HHH51estYgTRbm30fSILW2if928SqGeTOM5Fdzxkb+6j5utw3LDRi60uWUru2j2+Z4x+zp8GdZ8V6nq/2tm06ez0x2t4tQXyt8gkTKfNjHGeT3+lfQv7NfwnS11S68UeL9Llhu9Pm8qK0nh27XxnzMHrx0/P0rl9J1aeKeZLgZTOHOQQ3BwCTW3YTLLr974iv7PdPcxxxSNA+3euVIJHQkAYzxwxrkr1Z1L62ufSZPjMNlmGjSUG7Xe+7PoC7hnvESWxZo7cH5w/DZ9fpVnTD9nnjPkeau7C9jmvzr/bB+K/jXRfjDc6P4a8W6lp0FlZwRLbWd28S52BiSFI5Jbr7V5nofx4+NL6tbww/E/XQWmVcLqUhzk9OvNTDLJ1Kakpb+RtU44w1OvKn7Fuztuv8j9UGvNN1myj17wzqcN4t00gDQsWGVYq65HGVIKkdQQaZe307Itt9k8shAHUoTzjGa8f+J/7X/gn9mP4C6b4l03wvPbSSoIEtDAsJ1O7KLJLKRyQTuyWIyetfAfjX/got+1x4v1+71lfi3d6alzMXSz02GOOOFeyr8ucfjWuGyzE4m7jol3/4B6eJzvCYRR5ruTV7L/gn9TH/AARkjaL9lvW1a787/iurnDY6f6FY8fhX1xX5e/8ABpf8YPiP8av+CcPjDxJ8T/E82r39n8aNRsoLq4RQ4hXSdIcKSoGfmkc5PPPtX6hV9vgaUqGEhTlukfKYmvHFV5VY7PUKKKK6jAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK/IP8A4OoQh8Q/ADcASLPxdjd/v6HX6+V+SH/B0PYW1/4m+Aa3N0Y8WPi7ZgA5JfQ/WubGf7tL+up2Ze7YyH9dD8kVyFJl2kE8jr+lTjT714lePTJnUnhiMY9z37VYMzWUJtILnzCJMbgBs+ue5+nStFdSura2eOwXy5YU+dkYs3K8nAOBn868A+ncpGC8ccEMtzcX1smzjypJiDnp2H9aitl+3KpglhXPTzJQm76A8k1rteaOlv8AYZbaJRPJvnhmGFLcYbI5J61ej+zWUMiRMssW393K0YLLjqFHYe9S7IE5vW5k22jXtvfCHUdPRInUMhEpLY6crj+eKu3WmW1xMyTXzoijYiwsqqADjAOCSfU9M1BmXUkW7vrOAywt5cQiwDt9eT0785q9fSyfads0kUbIQEypJ4AHTv0ob1HFaalGE6JZTOdRQlI4H/0iS5cFABkyDBHQdsYNfOPxo8e31x8OrnUvNXf401QvAkmDKmn2zkRr6qpfntk59K9j/aF12fRfhJrF7HdGOWVEs0GMFvMYKx44+7u968G8A+BPE/7QnxLtvDEOoK9rpFlHbJcCPCQQJxwO/JPHUk12YWCt7SWy/T/g2+4+fzes3UVCC1a/F6flf7zyZkKttYYIPNW7VmU8Zre+M/g2D4ffFHWvBttO8qaffNCskibS2MckdqrfD7SYtd8YaZo07hVuryOJmIyBuYDP617XOnT5j5ecGp8j3vYdoWvapoGpwa1omoS2t3ayCSC4hbDIwOQQa+8P+CZ/xH8R/ELw/d+HNX8VwaQbS923euzXUcBWNl3qWdhx8yt0Bz6V8xftHfstaz8GtXimtZGuNOvAzWN75e0SgdQVydrD0ya91/4JeR+Gpvh/46t9d1rS7Jo5YHla/tfOd4gpJSJdp+dgrqD6kDjIrxszlRr4FzWu35nt5H7bC5sqbdtHdfK5714q1fwoPiZHqmm/EPVL55poib+OcxAjgMpK4LHrg9wAR1rcvG8L6TZTW3h6CeRjG8jpPcO/LDnG8knmuG1PTfAFt42eDwdZajPB5pe0nuk8rapXJDxEYRhyAQTmurisNLXQW1OeSZfMgIcbwec4wDgV8tibXilfY/R8M7J6K5S0rTbTxFqCxzWcQlUb4QvGBnkH17frXhn7UngPUPD3xVXxHBblbTXbRAoVj/x9Q4Uj6lCMDvzXvGg3Gl2EiXNjcSqQ2D5oDbQRyfWoPih4DtPiV4QvNBQqbw4uNOvJB/qLleUcf3R2PqDU0avsal3tsefnWAnmOFcIL3lqvVdPmtD5Sea9t4T5trMg3fKChHNc38R31HQtdjXVYZ4pprSCaLzVILRmJSrDPUY6Gvq74Vfsj/tB+MX0Cb4g/CzXIrHWL5ILnU9J2SRkCTYXEq7kj7E78YzyMGuE+NPwmk+J99qfgKykuG1DwRZmw0L+0LiEtNHDIIxE7qil2ftyTuPua9ShiKbna58JPLa1Omm767Jq3S/5Hinh/WrebSfthCqwlUsScYGfvKPrXdaHqOmpfRyPK8cstzGXnW42EwkfMCNpBb7pDdgG65rw/R7XxO+r/Z1s2D2shjmjmBRUOcMre/tXf21zcW9xGthCxfAG5Cck/wD1uK65wszmo4mVGacTvtZj/wCEd1F2k12RGuFYwS3rl42ToDlR+uBXdfBLw8/xA0u41XX9dtL2BHEU6XEu5JEA5TsD26g+9cF8KPDS/FjxLb+BjY6pd/a4nRjpFv58tqccSKmRkDHzAcbc969j0Twv4S+G0Ufw0/tq3tJ7F2gmje4jZWkU4ZywbglvUCuPE1JKNlv+h9Tl/tsXU527U/XW/bzOX1j9mn4f+OPE76at/qOnCGYRWiwSxyRqG2kDaFyAM9qm+Jv7BOg6VqOmfDTw/wDFuxvNVv7nz47S/jNtF5e0AkyqXJ2ndwU55x3FdxpmnXngLxC3iG8gh1Ayb5LCGGcOJ3CAKNw4ABIJ54xXC3Wi/ELXPHcni3xDdSHVHlE6SRNxFzwq9sDoB7VzxrVXLSVkjtrZVgKqanTvfe39W/A+RfjpokHgz4oav4Vt5RMul3C2qTB9yt5aKuQcDIyDzgVylvcNcsY5SB7AV9e/tV/s3/Djwt4m0rUryC5k1jxBpaatrMLylVhMvKBQTk5GWz6EV8++N/ghd6WZNY8M3Hn2yvzaO2JlU9x0Dge3PtXvUMTSqQSPhcblGJw85Pl08tbI4okRKWVl56EDNaGgtI5lkDjGwAjHTJz+HSs5llSUoqNkDjcK09BSNLadmXDGRO/s1aVf4bPDq6U2W9pdi3T1pzxOqgMowRleaaSpXvz6UHg49q4jzTT8IW7S+K9MhhRdzX8QUMwAJ3jqTXsXjjw3caR4tu7jUdQslF1eSSRql0rFULnBOOnHrXknw6tvtXj7R4A2C2owj6fOK9C8cSRyeKr8pNvBvZNrE9RuOP0xWc48zSPo8mcY4aba1uvyF1/Ude1TQTov9qW81rCSbaGWeM7CQBlc/dJAA47Cua1Hwzq9xpn2exWKSQwqpUXked2eeC3vVu+kcMMgdBjaelV1ZiWckZA4FOMWkelKfM9T3n9iT4BjX9I8YeHPil4VaG3v7SC0jmuLdXeEsJCXjbnaw+Q5GM8V5l41/Y28f+EvFF7oN1r2lGG2uxHbymSQtOjZKOqqhPOCPqD9a+iP+CfOsanN4Y1VtRvSYIb+KOJ9m5gNhJBPcDIwO2TXszeFtK1PxlB4klLzTxujQQyAFAynI2/3SRkenPbmvIqYyrRxU0z25ZHgszwFJpaq+vk3172Pnj9nD9k+TSX8kWJvJmydT1Ix+WcY4gj3cquepOCx68ACvoibxp4S+GHgz/hF73ULC2vZAFWxjAZbdCcCNyOpySST1JpvxK+LieEg408JFJPbs0jggCFMfeK92z0Hsa8Wl8DeN/iZ4Z1DxaugMtlHDLcRyzFlefapw+T947sVxylPFS5qmiO2nSoZLH2GDXPUs7u2y/rzPB/2lPhdZ/D/AMfXr6DrVtc6VPcF7UwyjdFuy3l4znjnB9K8/ttJu75Hk02zeZYY9ztEpYIuQMnHQZI/OvZvD37O/jbxcqXE1gLGBYV/eS8tg45xnp716xpHwq0X4U/DpoNR1d72Ge6LtaPFGI5pQq4PIJ4Ge/4V6v1mNOKi9WfLVOHquKnPEODpws3/AMMnZ2PkPS/C+vXs0n2HR7u6CAu/2e2Z9i+pwP8AOK92+E/wS8Qz/CkeLNNHn3n9pyLLphH78x+WhDBep6HIHT8DXo+raxd3GmW5SzitcowSKEBR5Y6ZxTvDPiC9t1heIAS8iEOo2gncCcHrWVXEynHRGuU4bD5Xi/au8nb0PTv2dvh/ongrwnBrc9vI15qMYkmYxjfGp6Rj0wevv9K7+e0uzdG4uJdsJGYlB5A9CK8I8Ex2GkWkVuunEKzy3G1H3Ip4JG05wPlJwO7Gvirxn8cvii3ibULzT/iJrMSyXkrrFFqMiogLE7QAeAOmK5IYSeKqO0vwPpcTxbh8DCCdJu/n6eXmfqnc61pfh7SbrUdeuIrW2iiBnvZX2pEhIG5j2GT3qvdW02n34isYxPFG4aQAH6/yr85/2Vvi9488T/GnR9E8d+LdZ1jRJZj/AGnpU0r3CXUeOUMZJDA8DnjnmvoL9uH/AIKMXXwIsB4D+F+li21u/sEmtLe5jRk0uJwNhK8gnZkAdBwe1X/Z1aNRU4at/cdOE4jwuOw0sRJOEY6W3f8AkfR/2mW+vkjD+Qof5ZNnKdep/Gv24/ZYBX9mL4cKX3Y8B6P82MZ/0KHmv42p/wBvb9rqe4E7/HPVwVOdqCJVP1AXB/Gv6+P+CbXiPWfGP/BOv4B+LvEV39o1DVfgr4WvL+cqF8yaXSLV3bAAAyzE4HHNfT5Pl9XBVJSm07roeNmObUMxgo04tWfU9pooor3zyQr+d3/gtaGk/wCCrfxmiZC+bvQtimNSBjw7pfPzcV/RFX86/wDwW7uJV/4KrfGON7wbRfaF5cWSSM+HNLzwP61wZj/A+Z6WVpPEu/b/ACPloGx+0JI1w04U/vo3XAf1Gaora3kWLhp1QOWIUSbiPwzn86s6bZzxxqhkKJISCyjLN9Mc/wBKb9lkMwiis3VmPLyqRu/CvFvrZH0KsiOzv5MfYrK2kIMm9pHbkHHYCrUrvdzC3lYbdwZQ7ZJPTk9KdPY/Z4jFNEAwYHarYAUj/PWmw6i0cghiuQUGSQY8kEZ9uRQ1cFJItWUV5E7pIqCJUcYDADODz705kdE3wxyBSMeaxXGfQAnA/wA8U+W1L2cl3LLHEdgyzAsWBIHC5AHWoH2yW2FO0DG1mY5HuOwqC1d6HzZ+2reyt8QdOtg5KroygHzNwy0j5wfwr6s/Z48KaJ8NvgB4U8KaooW+8WaJLIGUjEaXAdV3Agg5zXyH+2JbXNr8U4GlQCJtKiMDBwdwy24nHT5s19S+FfGZ8TeF/AvjHT1bZY+HdOVEKcR+SNjfXLIT+NdmKi/qlJdP6sfPYSPNmdd9f0vqfA19A1rqM9s4wY5WUj3BxXv/APwTRktm/a28N6XeQ+ZHfedb7M43M0TbR/30BXj3xe0geH/i34l0QDi1167iAHoszAV6B+wp4gTwx+1f4F1eR8LH4itgfxcD+tepivfwcmuq/Q+dofu8bC/SS/M+vv8Ago/8I9F8dfs66H+0D4Y05EljssagUcFowH8uWJ/UpLgj/ZfNH7C/jHwxo/7Neg3Ov2kmqwW8txGukQR4ZrjzpMGR2AAjw68bgCSSelZf7fH7Seh/D79ny7/Zq8PaPH/aPiPxHd3dwzMWFlYq6r8v+1I0YHt5beoqr+ytNBp37P3hnQo9JaZnD3nmOobDmaVyoBY7QVC87ccD6H52cZvLYqX82npZn1mHdKGeTcN+TX1uj0jSNYvNV1u5vZrOC2W4ZN9vZhfLhbByqgds59q2/HcoZraIAyDYx3E9s1QnsZPFfgq38T/DXUJjqw1OeK+0829vDBFEoUx7ZTgyuWZxtA+UIOeawJfF6+G5Z7fxprEF/cQR/voo7pXaN93KjZuz0wePXp1ry50Jzk5R+7qfU0sTTjDlk7X6s147rZbIBE4Pl/JjPWuu0rx5ZWmjJFqlknDkbxwRgdffNeYfBD4teFfiD4sn01L8X0NrbM7RG28sDDAfeIBxzXc67BpV3FAWt44meRgsaRN047E9/X2rnqU7S5ZI2pYiNWlz0pXT7ant3w8/altPGXwU8X/ADX4biGTUvB97Y6HqK3Rd3byyUt5A+fl/u84XaFAAr5X8a/Bz4u/Cfx18M4I/CzTJewXo1Z0j862uLW4eNSJD90ZjAbBOQQD1ArpYnsdM1TyocR7BuEgJypz610niD4meMfC/hC90LUNTluLDWZjJYCPUnym9dswIA6cKQDwMkdCANcPL2E249f8AKx4ub4CGKhBtuLTSuumqa/FWPj34p6bpPhmeHXNJiJttS3mGzQHFvIpG+MseoG5SMdiOmK4668UatqcduXESm0UrEiRAB0JyVbH3up5PPv0r6ktfhd4Wu9POiS3t6q3cqzxshjZk8vllwyH5XBCnvwOeK8m8Y/s36VoUF7r1l4skS2iR5hFLZZZVHIUEPyffAr0qeKov3ZPU+RxeR5lGDqxj7vWzWlte/wAyx8CPjLYeDZE0vxSZLvwtqF5HJqOl+aSC8ecHb/eAZsHuCfXj701Hw98KL/4f6P44+Geh6Pc+GdVg823iXTUUFs8rLkZ3Ajbwexr8zLHQtJt5WmtPFVsVkUho5reVfm9RhSK96n/aR8YeDfAuh2PwBvBc2OhWENtrFhqt5H9ikd1Z2wjspDeaXwQckLn2HLjMPKvJOnK3zOvIs6WDUqddc0Urq2st+nla7Pb/AA/rOrazpF3DNZ5szqcwiii2qsSZCgDHOAMAe3esPxJ8TNE+CHivQ28PyRXWs3Opi4trN22PtiUys5YfdHyBQfU5rwA/th/Hu18PT6R4c+HthbTTM7PeW0rTspc5JVQxH55qf9nKwg8Vab4q8f8AxS0jV73xQ8y2+l3lxC2233wyknn+8FYcDt2zzEMFVTcp7Loj1p8QYevOFDCp8z3ck0kuvm29l0Oc1i9uLzVri7v4wJJpXd8HPzMxJ5/GqJje6BW3003cvSO1UDdOTgbRnjvXVXnhHVZpNsOmTMxB+aSIqPfBPBqinh2eza31WxuFufIPmG2hhcSBxg7SSo9sYzXdGaSOfEuFKL55W/P5eh4Lr3hltL1e4tNU0qaznVzutnODHnnGMUW15LYmCWzLRSW7AwuhIZSDkMCOQc81c8RX+savq1xqGsmU3U07vMZVw24nkHPpjp2rpPgz8JJPi3eeJbCLUVtj4f8ACV9rRYkZm+zKGKAHqSCenOAT2rs55S3Z+YSU69Rwjqn3/Ub8Qf2kfj98V/D1t4T+J3xn8Ta7pdoQYLDVNZmmiDAYDFWYhmHZmyR61xcgiX5Ubcc/exjio3J3bFHFLtLD5Hx+FXWr1sRPnqycn3bbf4nm4LAYHLaHscJSjThdu0YqKu93ZJK76nqnwEawl8E+KIAu25WODYwX7ytIq4z7H+Zqzc6Rcy6gtkLfbKcLtHrS/s/+BPEuo+EtXv4tNuoo9UVItKnaEhLuWKRXdEboSOB9SB3rqNCvbfStbTWNQg86dIWEkLrgg8jP4VxznySdj7vL6beBp8ytp+rOC8Q6U2jap/Z9w37wIDIF5257VVnaFXAQHIAwDVzxFdHV9cn1NVYLM5KDuB0A/KpPDXg/WfGOv23h3R4XkubmXZGoGTjuT7Ac1qnZK5Ti22on6CfCfRrLTPgb4QsrKESTvoVo07HohMStj36mtLxNBf6H4L1HxXp9m8sdlHGLgRY4DsFI59iaZoWlT6Jp2n+FbFy5sbGOGMqRyqIAD+QrP1zxj4w8P+PdJ8LQaNcw6Jeq82pX80Z8mUndHFCDjDNu3MR2AU96+TXNOs2u9z9ETjRpRT8l+hdsdO8G6jeWfiWHTLOYbhJDdiAFx179VIz+FeZ/theKtR15PDuh+DvERsruC/kme+kWRYIDFHv/AHjAHggEA4IJ4716VoWjWZ8SQ3UNrHCpd8RwjCSntlRwfWtzxNZaTr9nqGieKLSLULC7jeO4tJ48q8ZByOORx3HIwMVdPlp1lJ62NsVGVbDSpwSjfdrys/ltvqeK23jjUR4RtLbX5LAX022R5rQMwbKcbcgYPOTkcdK5nxaJda1WHWIMlmskZ1DE4IBHJPc4BpviOK9GqJGlvBb28ShIYBuYqg75OOw6+9dJ4k8M65oetDSrSxMt3Hp8E5WZOTHKqujADqCrDBHUHI4rtilHVHxdfF4vGwcasrxi19+uv5nny3V7NqZIgZixy3m9B9c10fhPTbjW76eYFdkU2Sw6NgZ/Lis7xBol3o6SG/gIuZTmQsDxmus8I6CIND32Ugi6ghM5J9/8/wA6KjXLdHBCnJVrNHFftcaqNC+A+tWCgbrq7ggJUcYEm7P5D9a+JplVjwcg+pr7K/bMtb4fBwWM0eGu9QgQsT94hWfj/vkV8fR6ebbfJeqV8s4CkfePpXpYBJUb+Z4OdSvjF5JfqekfCH4zav8ACfwFcadpmgW8z3urrcm9Zik0XlR4CowzgEyZPui+lc5431X4QeNdPhW7+EqWOoebO99qdpqTeZdF2yh27Qq7RxnBLZyaz21G5ttAtrVVUebvkLEZ/i28f98/pWS6lm3SE/QV0xvGba0OB5jjIRVPm92Oysn5/mes/wDBMv4P3Vv/AMFKP2fNe0DVree1tvjn4SleG4lEc6INZtCTg/K3H90kn0r+xOv5Gf8AgmxcrYf8FA/2fYIuJLn42eFM57L/AGxa5/Ov65q9vL6s6tNuR7GV4mWJpNyVmmFFFFegemFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAH8lXhjDeEtPkmZ1KWkW+by1BUFB0JGfyp84t/ImW3/fF1AhL5QxnI598jNUNKkmuvC1jFNeebI1hDuKknHyD8B+Faa2k4gaCUuNmCkMSk5z2OOB/Ovl29T7JKNkUpIJbRWjurjcvG4RPuyPrnAqxY6jPclNltIkUUYUNv5Ye/bFLaWE11N5MFnsUfwyA5/H0p88UUQV3yMJ8zhuhGe3+FLcd1cI45L2RpH8tnRNoUn0579auwrcfZiL7vKu0qQTjB6DsagstQmnm8vzlcZCriMDg/hwferF9apbJE0kqLvdiYUyzZAH8RPHX0qWiou+om2WGRVdWiUHOHkUbh9ev5fnX6N/8ABPfwvLo37Lng/S5HDveyXl4WDE5FxfTzLkkDkLIAfcd+tfnBPEtxJH5hChj8wDnJGehJr9OP2GGi039m/wCHTlmcx6HamfeoGJP+WijBOQH3AHuADX4l461ZR4Xw9NbOsn90J/5l4VP+0IX25ZfnA948WrAuhXOnxHmDYSfXBAP864kda7PVUaS2vRnPmQyZOOuPm/pXGDrX8p09j3qyfMdj8NZoY7e8aaMsEaMtjsC2Cf1rE+P/AIRludB1bSrKCBzqOmXEMaTxh4ndomX5lJAZTkZGRkE8itP4dSqsl/buAQ9r0PswNc1+1J46aw+F3iTUNPijJ0XwvezAzE7XkS2dsNyPlG0D8DXVgKdarmdKFL4nKKXrdW/E58Y6ay6o56qz/Jn53P4+8P6d4QjiOix61qN1ZxG2u54wttaWxIJ+9gvMFY/NycnHas/4fT3DiGO7lIKh2WRcYOS3PFZD+I9PtIzeSaMBBY2ZtjLKqsSmSEk3MX5AAGDjt+Or4z8OeI7a8g1b4aeIZZNFuNNgnuLy9SC0MLtGHmxGGyI1YsoYgbsZ71/fU6XPG3fucdCvyyTd3btt/nuJ4olD6/MxhYhZQM557UW2pyWl4k8UTF0kywZSQRjoa5HxL8WPDfhnw9Le6tqscsySH/TYm83HzD7yoDzxgcjqevWuk+DPjfw9458HXPiFFW+Y3RjhlkgKY4BPyjBbrWUqM6cLyWmx0wxdCpV5YyXM9bX1O7/4WjZaRJb6hHBJBd23lyQS20xjkDjDKQy4ZSD/ABAg+ld5+0J8T779tH9nHRfAGgWAtfE+meMYppbEXA+z3SvBIgkUt9wsxCkZxnB7145rGn6Rc6lIAqZEYZlRWwDgdyfwqLwxfpDetBZ3HkPIWhUrIybgwIxkcjr1HTqK51TirSW6JxNNYmnKE9eZWPOvGngzxd4S+IvxL8H+L/CMo8NgWTobiE4inQQQLLC5x821m5XIbaM8AV4J44J8E+IJ9Ct3F1JA6slyY8IyMAyMAeuVIPP619h/Fvxn4h8Y6HY/C/x3fTzzWkaC5njvy4YpxE2MbclNueOvIxnFee+Kvg14U8T+H30y41K9SSztvs+9VjdWLtvRz8oYsg4HIyOK9WGLitZ7WX6I+HrZHiqsbUXfd62undtx+Xf/ADPmhvEt3d6q+rahsK3D5uUijChG/vqBwPoOO1fTH7Jvxq+Gc/ifSPAv7QzLfadDELXRru5/fx2YlJZcjps3Nk+hJ9ePGfHPwP07wFZx3l34vLxyzeWA1gQehPOHPHFQfDuw8H6L4q0ufxL4lhn0qDUoZbtUilWUQhssBlQCcc4zWtV069K0XueTRqY3J8ZeaSlpdNrVPv8AmfoR8dvD2meALfUTB4f0svBas2mTQWSIsAIAVouAeODk/lXHlLvxFpdpB4hicKbNB56lcDCjjA69f58V4D8Tf2svjS11dT+Hra21fwzrKl7SLW9RiaaE7yHETB1YLkY5XHBwK4z4g/tZ/tFeLfDo0DRPCY0e1Me2WTTA80jDG37+SFGPQV5lPA4nlSuvW59lW4myynzScZXXRR3+e1ux7J8TPjHa6LpXiv4WeCPIu0fRoLXVZ45Nvkl51kCccOQIBkf7XtXgckq/MHXB3dvSvQfCPg/wvY/APR5NI8P6lHr2pIt3rt7cwnNwfMmUAdSQpDDt/WuevfCV+d0k1lJDCJAJJpYSCMnj5cZI57CvQpwVG8TmdepiaKr1GlfXyS7dNlv5nGeKdGv9d8PXNnpXhuTUJJI8yJCvMAGD5h4yfwryb+yrOB8+VJuVslS36V7l4yttd8JeHNT1LRJ2uHmthCtxZxsAkbbdzcqD93jPqa8XlSR5MuCMD5sjHQf/AFq7KVSVnZnw3EFWLxa9nJt217fIbPcebIz+WMtyTjpUa7GOHk2nB5xmu0j+Eslz+z1N8dBqACQeLU0RrPILZa2acOe4HykDscH0rhgdzcjABqzwJwnBpy66j38vOFXIA5r23QIrXUPhB4bGmQ/P5lyZ4tuBlNgJ985B/GvEQh3AhuM8gCvffDXgfxZoHw00o3umXdrdWBllvbOeApJFDPsKSFTzgjHbjcvrWdR2R62SRlKvOy+z+qOesfDt3q9y8FpFyOWyeAPesQxwR3rwhyyo5GQODg16DDrdh4b8PanFDbea9w2FmHBRuQB+ZzXngt5PNYDdnJ5XvU05OV7nu1IqLVjpvgnYwav8Z/C+nN92bxBaLIT2Xzlz+lfolrVnaHUVhsIB5CKB5r9W56+wr4Y/ZC+HWq+LvjXpOqwxsLXSZxdXEpHyqyqxRc+pYCvt22N1etLJDGzoh2vjnscV42bSftYpdv1Pp+H4NYecmt3+SKPi2c+FLjRI9XhZNO1eSYLO4GwMqgKT7EsR+OataFY+F/DGoz6vbaZa2kjIN80EABYA56jr+HWsHSfGPijXdf8AEHhTxfoUltY6fth0i01GHmYISJJgrDgM5wp7qoIrofAemR6dNeTRfumKDYmSyw/L/CD93JPb0rglTfKk3b9ep9Dh6sZR5kk9Xa626f1seB/FbxR4t1f9oyXXvBniG3gtYLe1tpLfU/MSK9EgY4j+UglSpz0xx1zXTax47jkv7ZIxCHiWNZYodw3c4JLehz2xwK9A+LWm6Lq3hH7dq+jQahe6dOs2myzAhoZiduQyjPKlhg8H8BjxzwVoGt+KPHtroaFXuL+6EUKW8eX8xuFUA/eJxwAM88dq7KfJOKstlY+cx+Jx2ExbpU5/G7+l357f0zG1C0uLC+u721Z3Q3DqGXPIyee3HSqOkXN0vmO0YVFU/vJT046D8TXXT6TrmpRzx6JYhoJZpEkkUZZcYBHHSucudJii1GDSnhwm4l92eSM8mtU01ZnzlWm0uZHT+CdEuJ7FNUlVQDASqt9CfzOK8M/b91tJZvDGgpwkVvcTEgYGWZQAP++T+dfRtno1zb2tullNhSV2xISQF7/z/wA5r5k/bvsry78XaTZCHBttMMmwckBpGHP/AHyKrCWliU2YZn+7y9xtvb80z57MRaXC+vFexXnx7vrDwDp/w4uvB9o1jBoaWc5jkKm7DEylpQQQxywHphFz0rycQC0iV2x5r9FP8I9a1fEmoXMt01ltVVhAjxjk7QBz+VevUV2j5eli8RhYt0ZWvo/QZ8RdL+DvjfU5rnw18PX8NCUILeGyvmmWIhQCSH+9kgt2xmv0m/4NDfhpq3g7/gpP411ea/s7m0m+Bupxxy283zBv7Z0Y4ZGAYcA84x71+ZNpGGu0DZJLdK/Vn/g1Eu1/4ePeMtMhPyQ/BLUt59W/tfR/5V2YStUVeMb3TOrB5hWqYqMJ63+X5H9CFFFFe+fSBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQB8ff8F7N3/DqX4m7CQftvhvkDP/ADMWmV/Pzc/ZtqyXEjwq65GIgDI3uAMn8a/oH/4L1STRf8Epvia9vMI3F94bw5IGP+Ki0z1r+eqaJ727jEL+btY4POCfXnrXjZj/ABl6Hv5Ul7CXr+iFubc3EcVtald4di9wz7MjjAI4HHNV2l+ybGuWkkKNlViPAIPqau3EDSQLLMks5AO5I0JUY75+voKLSwuJIzdNCqqjDnuoz69K8+7Z6nupBDfXssb3LxGMu+5VLnb1/U0tvBMyfa7Xyy7vkt3BI9DTXaKzmZ0fyzuOzPzA9cZFW9Pnm1BfLfa+4ZYY298dQOnXik1bUalfQlMbyJGksbNL5X3Y3GSdx6n0rD+I91PZ/D3X7gMyumj3GxBIAQ3lt2GSfxrZuI0tL0xidZGVFAEWVCjaDyeSetct8ZbK5n+GfiIWQVpV0qXam/AHHzHn/ZzTpr30mRXb+rza7M8f/wCCfvgKPx9+0DFdXxUWuiaVPfXTv0VEXH55PFdj/wAFJb7TPE9h4L8V6QhSFFvbExuQShRo3HOAeknSuU/YB8XQ+H/H3ibRG3LJrHhO4gikVc42ukjD8VUj8a6r9s3TpX+B+nvIuBp/igFNw5xPbt/8YFehO6zRN9Nvu/zPl6VNPJZNd9fvX6Hy7bDkGv1S/YHsPC3j39mbwb4I1rS4pW17TdWtUedxsmnt2VhAR6tE7Ae4Wvyutvav0a/4J/8AxC8O+Hf2XPC3ibxAwjh8KeO7q7uLssQbeEQxyuwA5P3M49AaM5i3Qi1vf9GY5E4/XWpbNP8ANHhvgbwK3wW/b/tfBlxcrbLFczJYzTklQkkEhhLYGcYK549a+sPiJ420XUNMTQfDvh0LMrsb7WryNEmuJtynEa8FIyN3GABkelfKHhX42j9or9vS5+NJ0Q2NuzXM+m2ELYMMMcDJCpOR83KknIGSe1fUvhjVfCl/4nsdL8UxPpVhrGqgS3dtp0c8sCk7HVI2zvx1GG54/HyswjL2sHLdRV/XU9/IZ040KnI/dc3bvay/4Hmbvhe4Z7OeeZmVwuCoxg4BrmraXF1v8hgWU9D2qtrth8QfCs1xc6vrqWmkxyt5Ms93AGlBztUhGPzYGSOcflXL+O/jl4R8LNbQHUltppFIaSKIzLKcD7pC4A9eTyT9K8lYap01PppY2hCH7yXLbu7HpPhbX30zVklWDdG20MHU4Bz1Ga7bwb+0N/wrTxXD4n0DTw04DR3FoZ2WGWJvvI+0gMOM4OQCAcZArk/DV9oep+GtLu4bGJnurZZZrl0IyCoIOAQF/H8qxbqx0pLaS8jUNtYhfkIHTpyea53CMpanRKTlFJPTc9e/ag0m9/ar+MmhfG74f2E1zY2fgWP+0rC4nDS20sJnGxTjMm1mRRxkhlr43tPCXiXXPgz4f8M/ELSGsdTtZbu20W9urcrMYY/LZIX/AImXdIyjI4woHAr6C8Iax4lgRH8EaqLa/tpo7uBPtJjXehPB45BBII75zwQCOb+KGp23xq8X/wBp6jdXcTWZMdpJ9tMmBnPVh2PpiuvD1XRp8i20+Vj5TNMr9ti3Upt3a26Su1f0tY+Qv+EwuNNvCdKtUxtaNmuYgxYEEEYPC9e3I9af4V1u8stThiiuzHMsoayud+0q2fulvr3/AMa96+J/wF8K+NoF1iw1i8tJbqd54w1vG6RLgKY1C7TtyNwySRk1494x+F+k+EdVGh3ni5TIYlkRjZMAM5x0J54r0YYihU0TPlsblWYYG1Sovd6O66/M+zf2JPiH8Ifjpqt5ofjWxs5vH9wr3UF7qtt54vGVTu5Of3n8XTnBP06P4jzP4Y17TLLRtHtLe/k1ULc3UduiSyqo+43GMZwenavkX9nnxn4Q+Fnii68Va14iZ7uPSJbfS59NleKRZpCELbnUbf3bPzzyB0zmtvxF+1j+0No+txab4s8K6VrD6XdO1tcT30YunXOFEpjkOWAI7A15tTCVZV3KD07XPpcu4hoRwajil717Xir7Wte3V6n0frNhp2omTVfEb/ZTA3mNLMw2Efe3HsOv/wBevCPjN8Z5/iT4I0vRdHtY20ay1m/nsblXI87OyHOztnyc577gO1eYfE746fHX4y6na6J4u0u707RJLmJLi00uBynl7gCSxJLnBPfFeqfFbwd4ZsL630T4e+Gr6y0yxhe3js5ICWWRZHD5xnktk9T161rRw06CUp7/AII1WbxzSrKFBWhFa3VnJ+S7L79Tyh5UwuI88crXKfFXw7e3+kw38fhuV7O3c+ZqkYwmWA+TpkY969KfwjdCeP7YyWQdSYGniYhjkdQoJHXuK4n4uSeIND8P2Xh2KOb7JLctPPIqHy5HAG1TxjgZOD6+1d9OdpK254ed1KUMFOLlr2W99N+3foYf7Mni7SfhN+0R4H+It3bu9vo3iiwurkEknyknQvjHfbnFf0AZyMiv5z2VowZSCQCMDPev3J/YS+Kfjn4qfs7eHta+JN5p9xq39jWcgnsWO6aB4E2SSgsx8wssgYjALKcAYIr8H8ecjr4vL8NmtPak5Rn6TceWy8mmn6o5+C8Y44ipQn9pJr5Xv9/6Hs+RjrVLxCJG0C+EN1LA5s5Qk8BAeM7DhlJBGR1GQelW1wc571kePvEOkeFfBmpa7rt8sNvDZycn7zsVIVFHVnYkKqjliQBkmv5lwtKrWxMKdKPNJtJJK7bb0SXW76H6DiHGNCbk7Kz/ACPxg+JFqLnXJbq13TQraW6iR+oJiRs/rXMyeHLiXR5tWfCQRKcsfX0Hqa7TxToN/Y3AvJ5HNhe2kaiUpwJI4VVkPoQR+IINZHjfXbVvB9n4as7TYVyTMDxIoJP88V/oiptysj4GpTScr6HEwGLymds5xxXvX/BOrS9O1L406hcX5IhtfD8zjHJLGWIAfjzXgsdvIUwu7rg+lfTf7APgHVNHi1z4jXiMkM9sltaFxjzF3kuw9QCqis8dK2Fma5VTc8fT8tfuR9LNY/aryUm2WMM5Eajk5yMD61lai9svjbUvAPiiwTzrWGE28N2oKzIU3MB2yC3TuD7VeuZdUtNFl1i30q6uzBA88Vvaxl5JdisxVAOSxxgD1rn/AA5r2ueP/B9nqXjrTIW1lp5PtkMq5e3JbcI93BG1SF/CvnKcXJNvY+6jOKqqNul/L+tTo9I1Lwx4H0V4beKKyjZ23JBAQCxPXCj9a+cfg74h8bWvi3UdTvNZtJtKvr2a7/sy+aRbq2xMUztK/wARHAzyOeOlfTHhu3bTfCccdvdsGLDfIxyzdeCTycZxXnfx80vS4bqLxFo+g2q6rdWpgu9Qwys8KEFAQBg4JYZ6849MbUOWPNF6t9TkzWdaFGNam1Hk2S87ff6W/I5TXfFEOuxajaRyxiO4t5SPLDKqMDkADkk9ua4e+iu9OsvsxWTa+G4/ka6nwPoF9e6JrWqyfvI9Ls1muWgj+Xy2cRBm6kDew56EkDqRUOqeHNfvbNBdWG2yiVXDRjhsqO/4/rXWrR0PksRUxGMtUqu7a08ld/8ABOes7i7NkiyQqGklQKpPzPz1P5132j6G+mWPm3BUl5Buz15yP6VyXhnS4L/xJsmiQeWQsYbOB1//AF9K7s6XqCSsiO0yiPlc9G3cfzqKrV7GGHi1dvU+Jv2s9aGvfHrxBcHIEc6QoDxwkarn9M/jXC+DQ0PirTrlYQ/l3sTlD0YBwcGus/aIsru9+MOv6kqZU6pJESvQbDt/pXNaCFstahSDDGLdI591Utj9K9ymkqKS7Hx9ebeLlLvJv8T07xn+0Tofj/WVf4l/CSx1TTFv5rr+xo71ooUMgI2phSUA+Xkc4QDOK8b8RfD7wP4mnB8MQPpFxnkTSmSBufoWX8M/StDUb24vpTJJtHoFGMVJ4et4nvMOSABlmPQAVVOcqS912FPNsdNudSXM/NI/oN/4NDfCGqeCv+CbfjjSdWe3d2+OOpSxvbTiRWQ6NowByOnQ8HBr9Uq/MD/g05vjqH/BO/xxcAYX/hduorGPRRo+j4r9P6+jw0nOhFvsfSYWp7XDxna10FFFFbnQFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFfkd/wAHRTMvin4AH5tv2PxduCpuz8+h1+uNfkX/AMHSU0sXiH4CBbsRRmx8XeYC2N3z6Hgcc/lXNjP92l/XU7MB/vcf66H5T3kdupaF7popAfkjEYwo9eBgVUvbeS4uHuLRY4Y0RRt87G445OD75PFOghuHuZLyJgOBl242j9TT722KSFxbzSk9JHQgAnkjmvn72Pp0opldL82VwzRxSTTMhXJ4XB9upq29xcrAsUh27l2v5hJwD6D0p8enSRxeZcRqBIjY25G5uoqIXgswRBNtY/eRgG4yehoeoc1ieC1u4Sq2qoFKjcVYDI+tW5kLTySQws5EpLbSNqjPXrzTrGF9RK7zGAr4DvlQDnuBjP1qtblGUqriTdks5yqnv0Gf51BSPKv2xbyWD4UW0Sys3maxFv8A3gPyhHIBA4HIrc/4J2eGNN8O/DDxL8Z9ei3Rf2pDZWyq2GeTaXOD6AHP5VyX7Ztpcj4e6bcw4aL+1v3zlxkfu22DHX+9XRfsfeJ49Y/Zrn8DwK4ksfFkk8qqv3/MgXbz7bG/Ou2af9nabN6ngTjzZ401qlp9x49+2/bQxftM+I762fdFqDwXsTYHKywRv26/e615/wCC7s6f4n0++U8xXkb/AJMDXqP7c1pIvxP0jVpcbrzwvahsDHMTSQfniIV5JpUnlXcUvTbID+teph/ewkfQ+dxy5MZP1Z+unxl+Evhf46/A7xR4U03SY11HRYLK4sVaQb9s9qksMy8cAuWjb2YetfJf/BNjULPRNa8b6VqV88IjaA3MCQl5JogZldIxggPkgZPQEkEYr6M8VftReGPgB8In+MVzpCXV5qnwx0yw063dzi7vHjjVN4H8KiLfn0iYDrXzH+wJqohs/GPii/sWuZtRuoopkA+XBWZ2O3cN2GZSBz04FfOU41FgKt9rq3rdXPp5ypLN6ElvZt+lnY+lvFPjG18R+K4bvw54Yh0qyhB+zW4ZDLJHsGJJSCcvu3e+CK2tTlEfhD5S7liPkPbLGsrw5Bo3iS01Xw4l3NY6zp2ko+lw2tlCVuphIq/vJH2+SuxmYkk52gc55w59Q8V+FrmGPx/rdshdh5djJexkMgz83ynjODg/4gHy50HOWnT7z6ujiY04vmv6mjZTLDG+YWA8wFsEn+VdJ4O8WrpNvNDd2SyRhTjzBg4z0ya8ot/jh4TvPiHa+ELHUmQzXcSfZGtSxOcDlmUcnr+Nes62NBmtrhILCKCFEXY21mJbI7g4P0FY1aTjaM1ub0cTTqXdKSdnbTX+vmeo/s5/tf2Hwg8ZwWV1p88+i3N9HJdlLple1f7pmhX7oYDk8AsFAJ4FeD/tYfBD4gppHxJ+K/hLT7i+t9T8aLLo17ZNumUG+8/dtTlQBsYNwPmFSXlvp2nmGWOIEyEZypGR64zxXV+HPHninwfanxRo+sO2mw2clrqEC37RnaTujIGOofHI6gkH+EgoWoVlOPl+B5ebYKGMwjhJtWvqul9359z5p+Puj/a5Z/GesafHp+r29paS65Z21uFEzyxRlpQo4Vg74Ye4968fl8V31zaTaRHFHDbyurk7AXVlzg7sZ78jofTpX1XdaNo3iXXrzx3q73RkvWf7XD5wbcZBt4LqckEgjOeQK89+IH7MGi3esfaNL8VXUTpGkcxubNGMrAAFyUKgE8ZAHXPrXpU8VTStN6nyWKyPMajc6Sv81r579ep578JviZr/AIH1seIdH1B7W6gieO9WOXb58LjY/H8QZWII9CfWvvz9niT4HfFP4KzeKvhVoWnw6ppmyLX7aWwV7hScncrMDlG9f9k/h+d914S0fT9UktovF0QmtZmjYy2kgDAEg/d3cf417F8H/irL8PPhnqPhr4X6/cR+LtQ1B7pHs7oRQtHFFmNXEuAy4aXcDgAKDznjPGUfrEUoOzIyPM55diPZ1EnHW60buu3m3p5n0fLq1za+OrvRfDmk21rZx6YqyW1lGqKzs3LfU8A4x0rn/iJrfhL4deGLz4ha9crC8FsxS3mwxkkP3Y19SWx9K8GT9s346waxcatcfDbQ7i/miWMy2d38ny852JIcnv1rD+G/iLxT8cfjjbX37RWj6rfaVbWd1crp1vassW5ImcADgYGCepPHfpWFPA13L3tvJ6s96txJg3BQw8Xzy0V00o36v07K50Hx78d634/8enX9dskiePT7O0VFkLjZDAkYPPTO3OO2cVxDGKaXymwFY/eYZC13vjzw7c3fiO+ubXTrhonumaENAcBSTtycYA5rnZ/B10yTQyXcUNwGAa2eJixHy9CFK9x3rtpyioozrtQfNNnj3xQ8NXkevDUtV8MXGnx3MamAsQBMAB84IGOeKwLZYbSGSCKM4ZgxJ59v6muy+MGo65d+Jzp+owzxwWVrHBaJKpwEAB3DI7nJyPpWL4D8MHxh460Twa1wsP8Aa+qQWZndwFiEkqpuJPAxnPNdkZylBK5+aYybqYycabbTfUxmfcc7Qo9BQfJC7t+4kdMYwa2vit4Ll+GnxJ1/4eyzmaTRNZubB5cY3mKVkJ/HbWEoyMbsHPpTOGUXGTTO5/Z0bT/+FtaZBfx8Ssyo+3O18ZH8sfjXUaxZSk/aHiysztIj/wB4E1zX7O3hzWNT+IdrrNtYXMlnpTCbUryG3LJbI3yqzkdMsQB6mvQrzQrzQ7hNI8Q5D2sq+SGXIkQglSD3BHI+tYTlyyPp8ohJ4HVacz1+SOT8RaBcaRYw3l4dvntiNe5Hc+wrMfyFtxuzknmum+K2uR+I9bDW9oYUgUKY89CeuPwxXNfY5psIu75ugx3z0q4NuCbOuaSnLlPsj/gntpenxfA/WNYnj33EuuyLDEOOFhi5J/E17bo3h671W5S0tIMznLbIgM4Ayf5V5b+yx4J1L4b/AAP07TNVQpc31zLczRHhkLNgKR/uqtdj8SfEPj3wR4bbVvCGiXc+oSTJbCeFTttVcndM7DO1VQNyeN20d6+ZxPNUxckurPusElQy6HMtor/Mr6FP4d8faE1zrOk2091HK63kFzEGaJ9zc49CO4+lQftB+MNN0X4J6zoulvMJm0/bb29pAxYDKrwF6YHOPStHVraw1+ePU4II4zLHE7XduPLcZweo5rr7mVrVLeJJlSJYv9UIxjqT0xUWiqik+97HpSvOlKEUk2rXt/X5nzl8JfEnirw54On03xprmlamLVHtYL2B5HPAGdwKqTtzjPr9Kj8W3x8SaPHEshLw3vyHJywZM9OgA4/OtL4v6Np+h6/d6b4S0Sz02ya6NxMiKxV5nw0h29gWJ4HHPHpUdr4b1CHwZpWsPAXGoX8tvb78CMyxbS67h3+dcgngEdiK7lZ+8j43EYrGVObDSl7sd/PVLfdnEanNewzR25jkJjO1RnjGa1NJiu9R1KCxVIw3ksWCdE5z271b1vQdZQ/2vrtiUbZiJNhAGBVn4b6Ml15l2hVZmBJkyc4yRxTlJclzyvZS9ql/VjfunTwjo897IoY2unyyAKMk7VYY/wA+tfndqcxu7qW4Zss8hLc9ya/QXx3Hf6d4F1rUXy6w6fcusjnoojJ5z718AXOiT2980UwKofm3n0rry1K0meVnsveprtf9P8jp/gV42u/hr4kvPFtnoltfOmlTwJDdg7FMoEe8Y/iXcWB7ECtTxr8T/AnxFhvpvH3wphv9SntoYbPVH1Fle0WM8gAAbgVwoBOFxkCuT0S+eysb24tkUr8kabhxgknJ/wC+c1nXLy3Dl5W6nkiu93VTm6njrMMXRpqlCVo7203MvUfhDpXiC9afwRfLaBidtnqU/f0WQDH/AH1j6mv7DP8AgmLY3Gl/8E1/2etNu1US2/wO8JRShWDAMujWoOCODyOor+RrQpYbCxk1Bl/1fCA/xMelf11f8E1HeX/gnL8AJJDlm+CfhUsfU/2Ra162XVp1JyjLoenleLniZyjJarr/AMA9sooor1T2Qr+dn/gtZFEP+Cs3xkmupkVftmhBFxkt/wAU7pY9eBX9E1fzo/8ABb5JX/4KwfGNUlWMfa9COdoLN/xTulcVwZj/AAF6npZUr4l+n6o+YtR1K1kukgsbdtu396Qx5A/z0p8eqxmdLhoTGoj2qFGW444HpVZoTawm6R1QtgNngsPTFQRTmNVMMCJsYnceg9vf6V4j3PoOhoRW32yGSeOWJZWYBElhLs/XJx2/Op7Owa3RBesFZsOVQbQOCOB1P+eKbpc10IWjiXKu6scKM/qOOvSnazPcJwsLCRRjLP0obb0RKjZ6k80tulvMba4i+XanllDkAnOT27dM5rJd2nHzys2DwRwqipYrZ/7HmQfNI0671A6YDf4iqkEXmr5JIyzAAZxStY6IO6PmT9rrUZ7z4x3GnyOGSysbeGPacjBQOefqxr6T/Y6EGpfBzQI70hkkeS3mLHOxElYnOPQGvmz4k+FPEPxT/aJ13QvDGlfarqGdx5Vrg7hCgViPf5fzr1P9jb4hP4T1XWPhV4gkaCVvMFhHKuCkzfK6Y7Hv+Br0MXG+CjGO6SZ8vl1dRzic5bSckn53v/wDxz9qy2tbT9o/xjHZNmFtdmeM5zlWO4H9axvhRr7eGPiLofiJH2my1W3m3em2RTX0r4x/4JgftsftGeNfEfxW+FPwgN5ojzL9jvLvVrW1+3ssSB/IWaRS4DAru4UkEBiQQPlvxF4W8UeAPFN94N8ZaHdaVq+lXT22oaffQmOa3mQ4ZGU8ggivclgcZSwFOpVpyjGcVZtNJ6dG9z4ahxLw9mmc4nBYHGUqtehJqpCE4ynTd7WnFNuOumq303PRf2vfiLF8Tv2ifFHiLTrjzbGPU5bbTyOnkxuVBH+8ct9WNe//AA21TxfoHwP0C+Hwv16702KRbCHVbLTxJDc3SIHMKyZ4IVwWH+0PavjiOdiX3fMZBgswz3BzX2v+zb8ffE/w88EanbRSSLbaJptpcx2sR2k3LwhNxJ/3yCQM4YjnAx4OZJUcPCKV7f8AAR9VlWL/ANtnUnK3Mm27X7yf5HX+CtR0LxIZdG+IWt67ojWILQ6baxYaIY52hThnJGM9B3NO8b+C9P0uaDTrLwtf6Ob+33QNqV4WnlGzdk/KF5GD2/GuD+G/xA13VLo6pd6k0uoWH7yKSdAS0bkBsnrhTyOeMj0rqfiOunar4TsJLZbSO4USC5trK2YXLlt2Xkdi3ABAB4B9CcmvIim5aH0+Gx1PFYX2yV/z3/rY5j9jDwvqfh3xbrX9o30TSy6croseGJTeDvHseOcYPavoS9lsltY53aR1kcANs/HNeTfs6/COx8AavPq/9p3KyX9gscX21fLQqTkhSQNx4NeuxabeTQNbQ3kSoCPLUyBm4HXA649K8/GXdds9XJKXsMtjCSs9dL36mRrB0wadNd2jBHjjy29G6Ej2qTU/Aya7d3OpPbS6lPotnCNI07TVAluUl2mWRN+BIyBF3KMnDkj7pxPqiF9MvfPgUCRAuZIt2wZHt3rNu9VvdW8MpbxXbD7PhxL5axuFGBneRkDtj39s1nSbUkb4yk69KUU7dttH31000fyM3xRPcaBojao3hvW9GmgukjiGuWfkmQOj52YPzDC4I9x+HK/Ea+GseB59Kihmju760XyWEJaJi20lQ65Gdp6HkdDg8UfEDVZodKgl1W/dik+EWNd44U9i2P1qkdQh1O0eKVWwIh5I+7swByBXUqcZvmsfN1K+Ow7qUJ1OdONr2SvddltoeJ6t4Y1Xw8FfUCihm+6G5HpkY4z2puoaJLZ+GrTULrUoYE1CeRoYy5JdUwu/Cg4GSw59DXT/ABPuY7bxdJY3ADQtaRxy4P8AsA7h9DzU2o+BrTxT4V0q1sNUIuNP0l1jGz5JSZZJSSTgjIcD8K3i2rSPi6WGdStNUlrG+l+zS/L8Ti9J8H6lr1vezWOr6chsLM3Egub9ITIoZV2xhyC75YfKMnAJxgGn+HdJ8YXdzHZaFFO0rn5UtZ8k4BJ6HsATVNNO1JLltPktmWZH2tHt5zXvP7H3wavdR+IdrrnjjT7qz02BPPguCpSR5E6KuPm2c5Y4xgcnFaSquKbZvhMPUxVeNOKtrv2Pef2D9La2+E1xYeKGF219fmSxuJYy4kXy14UtzgE/TI/GvWdW8N+Fr2xN1FplpBLEMSQi1U7iO/NJZxaNOzRaLF5NvAgjha3YBVGMcY4H0psd1YaWFnLvLMqsrKRnzT+vb0rw6tVzqOS0P1PC4aOHw0aW9keceOfg54f8W6w1+ttp8ouo1S+srjTNyTxjkoXUq8eSBlkKtjOGGc18z6tpOg6brDabpqFBE3kLNB8gcAgbWIJJHA65/E19lXGsWumRXBt7WSO4xkMZD8gxyMV8XyJbxDLsXdmZ22jOMkk/zrswk5yTTeiPmOJaNGjKnKC1le/4f5kej6fpKXN3Y3/hmwm5JybVeAMe1VJvDPhhpFP/AAili6TMQwaAZ6np+lSwSMdTMikmMIVJ7nJGDVm5v1S0VIhzk4JXn/PWuzmkj46rZvU9e/Z88CeMP2j7+w+F9h44bRLHwraIwlhtVmaK08wloIlkyqF3YtxgAliBzX1/P+yb8E9Vs4n1/wAB2d9N5YE91dQZkfjGWYYyT/U189f8EyY4brxV4qvGUpixt98jKRks7H8elfZvnebAsgk8xc4CjuR0rwsxxFaOI5IuyS/M/UOG8LQq5VCpVXM3312emh4nr/8AwT9/ZY1VxKPhRb2+9d3mW95OmfwEmB09KwdI/Yb+AFnqPn+HdC1CwVJ8PLpmrzRSyx9GUSklkJ5GR0z0Ne+6nc3Uivp8EjKzDDSDIA9qyEvE08qyTsfLH7xEYhSf8K5o4zFL7b+89WWW5e7/ALqP3I8h1Ge30XVbibRLP7ODL+7jZlkkiUDbt37eTwT0HX8TZntpdasToGo3lxGAPOj8ll3FmBUjOPRjUT6vczaq8l47vG28iPbxkjgj8cVBDq98wkKecRsy8jjnGR3PSt1KSfMtziai1y9CXTGttFuiEidpY+AGVWx29K+eP2j/ANsf4mfs7eKpPDvinwBo99b37udPntp3jM9oVwSeSUcFtuMEcZFfRMN5dppS6lHbs6tNhnUdB7mvir/grNqljcfEzwxBZvnboTySbuoLTMv/ALJXZgYxrYlRmrpni5/ia+Ey6VSlKzVvxZz3iD9vPwv4igksT8JbqNJYDCZF1sFwuCMg+T15rHu/2ytW8N3y2ej+FXunhhDR399qTPc5ZA4JYKPu7sDAGAorw6AJe2wFvGqyIDv5++M5z9fb2p9/MkGtXTs4BRAEP0UDFe/9VoRVlE/NnmeLkneX4L/I+tf2df2ptP8AjF5Xw7+IOjwHWobYtpd9d3RH9oyjJWF2C/K5GADjB7nNfXnww+A974m8KnWRp9npU0m15be8csc/7JBwfrjFfmb+xfYnW/2ovBVjLyj61F5iseoXJ7/Sv108R6JaaTCmpw+IXm+0QgWsSHGB05x0A9K8PNFGhUUYLfU+94XpwzPCyqYhXcXbtfS//APD/jr+xj4k+PNtbeHLb4g2thaabceaIbfTzIS2Cu5m3ZbqeRge3evDP2jP+CevhH9lXTrXU/jnrt/qmm6np7zR6po1q6fYJA22NXb5lJck/KRn5DgjmvtvQ7HVo2SaC6eGSaA7Gj4D4JyD71qfET4ZeH/2lPhtqPw3+I+qSXNlPaqgbc2bd1HyuozjcpzjIPU1z4XH1KVRKb91dkermXDuCxVKU6VNe1tpe9vuvY/GvxvJ8Mor6DTPCWu6ncWNpbbFuLmzUM7F2c8bhx8wHTtWNZReG7q6SKTUrxFZgCws1JHP/XSux/ao+Blr+zv8ZdU+F9p4qg1dbCQBbmNNhGVDYZecHnHB5xWF8H/A0Hjv4g6d4anvkijnZ5J3L7dscal2+Yjbu2qcDPJwBya+lhy1IqUNbn5BXw9ZY10ZwSnezXbp0Z7B/wAE5I9Eb/gpD8BGt9VuJCvxs8KrEHtQucavagdHOK/ror+U/wDYP+EVj4c/b/8AgVrdvo97GIfjd4VCvK2QD/bFr14r+rCvWyuSlTlbue5gsFWwSlCokr9gooor1DuCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigD+SrwMLOz8NWMl9IjN9jiLRqMYG0dx3OanGrRfbXnjtGMMT/ALtSTjP+PvWV4XilfQrDMigC1iHkogP8C9cVfu4/skIt/kZHGfKznn1r5Z7n2MVtctrqKokqOrK0jfdRc/gT9Kc+mTSQxfYjbuzffiMDMUyehbjnvVGK4bzAFjVFcBSPX3A7fWtrT5r50iUREiNcKFAGec9aL2E4tiQWttAStxKTsG3n2JPQcD/PNR6lcqtpE0F1Ewbc+4IflOcY578dqq6rJNK5jt4yqt94seoFN1SAi0tvJ+ZVh5cD1Yn/AAqbXNIWTSEtwHuUleRuOS0jYBxzX6p/s7eH5vCfwL8FeHrmFI57PwxYJcrHjHnCBPMPHBJfcc9yc1+UF6Wi0u5u40R2trKaTY/Q4QnGO+a/Yvwv4ck0zw7bWFoskkNhaxweYw5wqAAn8q/n/wAe8Q4YDA0ekpVH/wCAqK/9vOnDKUsZddIv8Wrf+ks77ZHJYzBz1t2IPqSprg667QtRF9pPkM/7xB8+T2Arka/mammrntVmpWaNjwlqUem38s8hG02snXuduQPzryT9sfxRaeGP2XPiDrmpv8r+Fr23BLY3STxNCgz7vIo/GvRkPHBrxr/goS8Sfsd+MmmiZ1WKzOxf4j9ut8D6Z6+2a+i4Uw8MTxTgaUtp1qSduznFHl5pWnRyytOO8YSa9VFn5165r/jfT9Ws7LVPg14jtprvTY722iudMCI1rIPNS4LZwysOQe6sK67wpaeDvH2nw32r6x4m1jV7iVIDo9mxjMz/AN0nDBEUDpjJ7DvXE3H7SfjST9nyw099TuBPqzi0ilt22CG3gl3BQM5zknHOBubGBgU7wB4vvL3Tft5ZJF1E+XqaGLHzx7QfukZJGGI78V/dt27q1j57D5jTqVlSb5nyqWq7pP5vVff6lL46eDJbzwxqug6LZDTZ7aSEfZJLktt3SALuyOSRxxnJx0rsv2TNPk0P4Qx2d1eqxj1KVZjEoba/y/KSM89OK5b4xeFNM8Z+Jjpenzwi3vJItq6LalIbcgkhOdxZvUZJHc5zXoXwO8A2ngXwU3hiHUJC6XjzSx3Z8uXcSADtODjg84rPFXVBHbg4OWcOrZJKLV7+fb0Ot1B9PiuRBcJIcx5+4e59qqRW2nza5p8VtdRRJPctzMGA3KuQCcdK0ms78QpeSTxy+WmCkbbjg5wDjpzzmsnxBKbG1sp2IjeGYusghyzHgeleZG6Z9BUatoQt4IkS0j8ZReGdY1q+1S4lOqR6JbKz2TJiOON4yQwDIodWxg7iM5Bxh+I9Vn0fVtPs4rG6s21CJDPYanH5MynzHQbwTgEYyDxwefbV8W6hql6YdXguhGQmzhRGGIwcEDliB/OvPfFGtJa+LIHurmWWcxrkeVuB6kclsjp6GuuCU4pNHzGMhjMFJ1KVV8t17tkrd3fd310fcyPjxZTeL7S1sNEgnEltKzzxXFs6EgqApHGCDk/5IryHU9Ku9IuWsLySMtjA2vkdccHvXuweLUnt5XY+aJhudm+8MZAP5fyrxyU2+s6q2mXkoTde7oZTk4JblTjsa6IQUfdXQ+Sz1+3xftJ/FL7tEv69TP8AFmgzaPqg0W71aBbi2gjWSHezeWxUMUyARkEnOD1zUM3g/VR4ei8Uw6lYPDLeNb/Z11GPzwyqrFjFu3BPmADYwSCOoNdd8UfBD6tfaj440O4eYz38ks1syDKKxJAXucAYrjtJ0nVNVnS30+0llc4ASGMsc/QVtGpJRRx1aNShU5HH08zW8KaL41vpgbO5uYLZHRZbhZmMcZdsJnbk5J4A6mv0e+E1hp3/AAqfQrLWtIjlvrDTIBeRTwAsflGSxPU/jXhX7Dvwo03wppt74n+Idi1vfbxHBaS8K6ffDSDON+cbQ3IAyBX0MIIrixN1FLLDvbcSHBDAdiO9ebja3M+RLY+64cy+VCg6sn8XTsQa94a8LwOt9Z2dpslOPLFopChhyM4zivEfip8EfDFn4b1LWpo7Ge1syLmEvp3lyQSl13OsiMN2QAgV9yAMx25II9xu73ToYZbK1geZZSCY+f3YA65rzb9onVIJvgzqWk2KNGsohSdmfIb98n9K5qNSaqKzPXzGhQnhJylHZN/gfMElhp1wtxbWdqAMM/2dx+6Y8fNt6E/4Uttp+gXfh8Jd+FrFmT5fMFsobOPXFPuWtUZghY4GNyjjNV9NkZYpWn3YZyyBeMYwK9e77n5jUa5RtloOgadqiXVv4XsFktJUngkEAyrA55/T3Ht1r6t/Zb+D3iX9oLXf+F/eMvHk72LXMsNxpSWyO+o3OfmlmlbLlcMBgH5iDk18tX+obptqDClcNtXk54/xr70/4J/pBbfs6abdg+Tuv7plVlOT+8I/DOK4sfVqU8M2nrsfQ8JUYV8wcJfCle3ndWOn1T9jr9nbUmI1X4WaZMjHnNuVLn14IrkfEH/BPn9laLzr1vholoIs/LHqVyFz26yGve5C3mZDbjjIc87RWPqs8+oIAJWSKJsnzM4fnrXhwxWJj9t/efolTL8BJ60o/cjxbw1+yn8IPhkj+LfD2hanGttblo9PttYeGBpSNm+QEN5oAY8NnBII5FQ6fc3Ns6aPYMux8JI0UarvI7njpXp/jLV2svDN6ttM7B0VYgxJC/MO1eZxarcLbStPLK0oddjgEMo6EcfhXQqtSsvfd7HHUoUMPK1OKXoT6np48RKmp3V3cGa2/dmNGUKQucFuOfvH9Kglu7+DQ7qz8LLD9tkib7O97Fuj3gfLu24OM+n60xtXvBaBpFdU3kLkdTx19a0oruTTr63jvLd0geLcZFUAHj9avmlZJ9DKy1t1Pjn4l/8ABQzxV4N125+HPxC+E9m1xYOhv49P1ExmO4UE4V8OGXkdq8+1L9s3QPG97DY2/gLUtJka6DxXdhrYV0YgjqIR2btg+9effti6hb3H7TXjSS2IaNddmjX3Cnb/AEridORJL6O+tlVIwWbYD9w4JA+npX0tHC4f2UZctm1c/KMbm2OeNmpTuk2ldLZP0PXZf24vGUUbjw14Wi0yR5o2+02l227AYMVIKkEEjkGvoX4FfGPw5+0TpqazpPgq2GuwXKxalo4uyrLC2R9ojJGHXOAV4IJ6V8FR3Ag07aj/ADmQBh7etfYH/BHLR4NU+LniS6vbrykh0dBHKQMozygAj34rLGUaNPDymlsdWRYqtisxhh6jvGT8vW59pWP7PVxZaBbatFd6fBEsRPky7hIv15/TivIPiH/wTa8aftE+P08Tf8LTtYZLiNbe3iTTNsUark7eH46k85PvXv8A4g0n+xbw6Vb6w1zOZczNuyg5/WtPw8db0GcXFrqUlv8AZrnfImeF54Ye1fOwxVak+aL19D9LrZLlten7OdO69WfnD+0b+yz8GP2cvEF78Ofi5rGt22tWV4Y7TWLG0cQX8agF2VHDAhWbZuBUZU8Hk18/eItQ8JahrN5qFrfXwjmuXeFXtUztLEjOH64xX61ftifsieD/ANrT4aLrHiPxSbHWdLSSWy1h1aTC4LNGwLY2dTxjkmvyC13Sk0jWLnSo7yK4EEzJ58TZV8HqM19FgsTTxVLe7W5+XcTZVUyyul7NKm37rXX11voaWjw+GnleeTV7tDEhdcWKkE9h/rK/T3/g00j01f8Agoz41a0vpZXPwU1LcJIQvH9r6Pznca/Or4J/Cqx8cafrmq30rSx6bHFGkEEm15ZJCSMAjLKFViSMgYAPWv08/wCDXfwBB4J/4KMeK3i0+4gNz8E9TOZzkEf2vo+McV6OGtHFxTPNwOXV7wxHKuW/nc/fCiiivpD3wooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooA+PP+C+KPJ/wSh+J6R7cm98N/e6f8jFpnWv5/orjSrKxKysJjsIBUY569P0r+gH/gvhn/h1B8T9qgn7Z4bwD0/5GLTPWv57oLRp/klmWUMo6LhV6d68bMbe2V+x72VX+ry9f0RNZ6m/lsz2jF5lIUlui9fwFSG7juoIrNQT7bcIPfNVLmXy7lY5FSUxtgHrgelPs5pSwjCqNp3Kuc49if6V5ydj1GuxdbSZ2vD5EsLwKCRNFbEHj0JPP4j8KtAWUERkadVYk4Z8sBk/56VIJ7po5Z54mIJ+YjC4/KsiVZbm7VJf3cQYAAnoTRdyFFWLOsXDJdmOO4XC4UNGnLKABn1HSuK+OOoTaP8AB7xHf20hVzZCIBjziR1Q8fQmur1mOT+1JZSuFaViMjgjNec/tSXYsPgvfuBEwvL63gG9vmzu35H/AHx+tXRjzVYrzRONnyYGpLyf5Hj37JMhX46aRBv2rciaFsng7o24/Gvo79tiw024/ZguNQOFul8Q2hRM8+WokTP5uf1r5i0Pwn44+GunaJ8VX0meC3nnSewuyvyOQTxn3wePSvof9p3xdpvxB/Zdn8TaRco1ssNkjITgiXz1LDHc/MfyrtxC5sdTnHa9vxPnsBNLKq9GW9r/ACt/wPxPj63YA817t4D+MUXhj9jDxX8PIbzZe6n4ptEgQHkQPDKZiPqI1U+z14PE2GwTV+CZzF5W87c5Kg969OtSjVST6NP7j56FWdGTceqa+/Q9d/Y2h1yX4vQx6B4avNYvbmH7HaaXp8e+e5lmIVERf4mJ6DvX0fbeOPE1lrF1NdeDNd0c2l40V7qM2nCP7LISQ6IM5BG08jpk18wfs5+LtT8HeJb3xZpaKs9naRGGTacI/nRhW4xz15BB75zX1D8cf2hPFmpa7pWgSX1yyafAbi+DMCtzJPtd8r0x1P8AvMT2FfP5lJ/WrW/r+me3lmPhg8FKUpNWa0te/Nf/ACf3aHcp4L8C65pzXPh218Q+JJxaG4mMs5S1s8tgF/lO9ieuCB7k14R8efB17rkmlapo97HHbqZzIjT5CKrICRnHAPc4HSvWvAmtWy/Z9G1E2E+nwRM9nLqEBMQ3x5V2UOo78MeBtGcjIrz7W/hLB8QfEUtsb2+ZbVJGSa0tTtlUvncqbcgfX8hXJT5k73Pdx9sRhOSEU3Lzt2e59B+DFjTwvpNq9wWU6ZD5flx8MoRefpUks2kPLIlxG/yuRkoe3FM8O6XHZ6BYWum6hG4tbWOCMmcZAUAEN6HIPHtV29sruHcXlWXznzui+YDB5Occg9MV4sr859VFxVOPoZSRz241STSJ4mntrSLyYTGzMyuRnaMcn/6/pUV94Dg8Bz/2PoHgnxLqun28cYtdY0m0We3uV2jMmQcrznKnBU5BAxU9xqraT4rFxAyxtJCqNGlvkYAH3uORWJrs+rW+qySRX5RZzvKhgoAbkbVX7oOM/jit6Ut7q55eOw1as4ypVHCSe9k9O1n30+4pSa39m8S3+gDdPb2MkgRIBudQJMYVTyck5wORzxjp458XvDmoeKfFsmvaSR9l8lFVp0aPZtXLZyMDkkV2Fpr0MOrXsNrPKzmU5cwgbfnPRt2T0qr45FuPDWpX0A2g2ajbu7lgM10Rpxg+a2p8pmGJr4nLnTrO6Tb+69tTybQtBvNa1+DQo3jEpmJkaR9oRV+Zic9goJ/Cs26txcXUk0esQylnO8lmBOT1ywrsPAD2N74gN/dTeXMmmXMD4BO7fC8SuPcbxx3xWN408BXXhSWG7spmuLOdAVlZAChyRhgOnQ10Rbi7HzVKhNYf2sVdX/yt+tyjrHg/XPDl7bRvfWNwbi0iuY2stSil2CRQwVijHa4BwVPKng4Nejfs7eHfHd18TPD9zNLdiFtRjkhhd3YXEaSKH244KjPJPHbrxXB+GPBvinxTdi10LSbi6kc8CGIkfiegr72/Zx8EeFPh78LbGF03atdR+ZcRlvlhd8bli7beADt4JHWor1/Z07tXPZyTATxmKT2S1PUbiz8I6kUvZNItnhulKGRrcDy29q5Lxn4G8NX9jdaDNFbCK5jyZVsl4OeCOOT+Vb81nawvEZ5ZREFKmDdkZx145HNUdU1Cwkto4fIeWO3wPPzjOTnHSvFUpJ6M/SZU4SVpI+bvjn8KvDvhCws9au7KwmuLgyW8U0Wn+S8sQC7EZA3lnaB94KHJclmIwB5gSbOCHUtLZ/3E6bTK5LR7cYC/3cdsV7d+19qEWrXegRDMdvB9qeON3yRkRivDr6WJYG8kNkn5QV4PvXrYepOVNNvU/Os6pUqeYTpxWmn5JnR6j4z8R36Qn+1r6NnTPyXsig8d+aPDHxQ8X+FtRHiK31q6SZYZbfe13IwCyKY2Ay3dGZSOhVyDnNYWnzC3hhE+4ui7W7g8f/XqJ70T3HlyRF1MgKoidTnH9a0Ss9DwKdGjCupQik76NJH3F+zV+yLZW/huTxB8TddGvRa/El1b6S1jGltYQlQyINoy74OCzfSu01X9iX9mnWkeLVPhFp0rlSVCiSIr36owIrvvAKR2XhfS7VLkKx06FNozxiMdzWpPOYInlIOF++QCS59BXzNTFYmVZy5mtemh+2UsBglQjFwT066/mfPet/8ABP8A/Zc04pNb/D7ZJLINsX9oXBGB1wC5z+NWT8CPAHwf8PNB4dtdSZryddr3mqGSC3ij+YRpARhSdzZYEZyMj5Rn2LUXkluv7QvZyqkYRCTuXHpXF/FXWrtNPs7OCeTcrOzSHJP8P6VpDFYiT5ZSbT76mNTA4OlHnhTSa7KxyGm6xqRdpISVS0G9FRVVR+GKZqOi2aXLa611cyC4O6Tcy7VJJYhRj1Y/hTZtVlS1hEfmlyh80rkBzngn6DFPivry61CC1nUhpNuEZRjGB27VopSjsczSb9DB+LXivx34c8BtrPw60TT719OYSXdrqAKeZB1kZGUgblGWweuMda+R/EX/AAUuh8QOya/8JkmaNXgt5LTUzErRlifmVkfn8a+x/iNrEVl8NfFo1aN4Tb6HdvGGGB8sDt+HSvyOW5hS9InhV1JI29MZ6EfSvXy2hSrxlzx2PjOKsdisLKnCnPSSd1o9vVHvt7+2HpeqSz+JNM8EXtpJb26q9i2sZtrhS+0b1Eak43lhz1AOKh0H9vTxjpOs2d1/wh8X9mwxSLdaUt4fKudxHzHK8MMDBHpXiM0LwaVduWUh/LCEHqN2f6VTu7kFY4YXJXyu3YmvU+rUNuU+QWZ4zmUlKzXku5+lPwSh8M/Gh7DXPBfh+G403UoRLNdpOd9pcA/NBJGehXj5gSMMDmvafEPwI1bw5BJJa67pMUsoxDKsRkCZHUruGSPUnHsa8g/4JQ+E4dT/AGWnlfVRa3Fzq10wcEDei7QQfYY/E17w9k91qB0/Tbl7iJImUNJn5yByQO1fMYqbp4hwjsj9VynA4XEYCnXnD3pJP7z5tk/4JB+MvHN3rHiY/FuFiFmv7vzNNILZBc7QG5J56V8s/FLwh+z58Pb2a2tpPEWleI7WyeK+0W4tiyx3EiMuP3gBTAYEgsT2zX6veG9W1zR1Hl6/NHDcw+UNzc4zyvH418of8FSv2J/A9x4b1D9pvRvFcenaiiRf2paXCsy3rswUPuJJDnkk85xXbgMwcp8lZ72S0PDz/h2jRwrrYKkrq7ldu9u6u+h+e0j+G+AmoXZJ+9m1Xj/x+rttb+G00tpo9Zuw8j7ChsVxjGevmVhJCsr7N6qPU1654K+B9hq/w10vxNPDPdT6nJK8cdtL/q41bYNy4yrFlbg44APQ17cklG/Q/NcLg6mNm4U4q/nc/dL/AINMktE/4J0eNBZXDSp/wuvUcs8e05/sjR+2TX6g1+aP/BrF4fi8L/sDeOtFit5YhF8a9Q+SY5b/AJA+j+1fpdX0OEd8NH0Pp8PSlRoRpy3WgUUUV0mwUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAV+RP/B0pD53if9n/AHyqiC08Xb3YZx8+h9B61+u1fkN/wdNhz4h+AHlsin7J4t+d8fL8+h881y4z/dpf11OzAf73H+uh+WOpalY29oI7WEtMWG0qeme3tUQv18gW/wBm2hHDOznqT6+pqK3s2ZfNMgLR5KyMNvOPxqDz98jt5CuzqBvBxk/3s18/6H0yWhpB4dTvCzTBFVSfMuIzgcdMDrk0ttplzHvlutirnapji2bgR3yTjt0/Oo9JurnzhNFtZtpUlVHp2yP1q9dyTJZqJrdjnlecAnvxTv0RPK76kkTWcUyLHcojDL/MpJYqM4H+J4rJmmeSQxtISP7kS45p+lpLJdyT3Djf5L+Wvr8pFU0jaGYrL8uOxHIqbG8GeP8A7aOoTWvhDQdIjlBjub2aaQA55RVAz6ffNWP2ApyI/EUDnIhME6oW6n51z+tYX7YqXF74i8MeFrWCN5ZLd5IghBcmSQKAfxTj6moPg1ca/wDs6fGax0vxtYTWMN0qxX8cy4zGWyH9wCOv1r0eW+X8i3d3+J8xUrezz72r+FNK/a6t+Z0P/BSPTdOsfGHhKWwYFn8POtwB/DIJ3Yj2+/XztaMMjnvX0H/wUHnF9qvhnVxMrrdx3ksJVudhaIjjt1NfO9u+D16V24C7wcP66nlZul/aFS3f9D3f9pP4xR+N/hP8MPBNhd7/AOzPCwfUFB/5biaWJFP+7GmR/wBdDXXfsYSeKbX4f6/LoHgTVNajhR7/AFCTS7MT/YrZcRNLIv8ACuXCg+rCvmyG5cOkrHf5eNobkcdua+lP2I/iBr3gu60zStJl8lNXvLuC6cKcyQeWm5PockEcjn1AI5MbTVDBcqXX/NhgMTKeZQnJ6uy/KJ674O8WSahcQab4ostb8O6dqCffktxG93jhSxB4XgnHftmum8W+D/CWm6HL4h0LRdavLSKdov8AhINXuWVZCoGfLULkAEgDJPvjNed658adZ+KXxPvZ9Y1C4Frf3KRWyTkOY2jCiNh/tMVwcf3h6V2c+rQ+JfBupHWn06C+kijWOeW0Z5Sqgjy4fmIBJwCAuRgHI5rwldtdD6zB4+li4SlHWzau1bb/ADPLtE8E6ppv7Tlhq9xqMX2b+04RHucMS/lqdvueQQOTjk4r6iZ4fJmaaR2aHO9QmMHHSvnz4c/CCyvvHVr8RLy6v4Vg1MSOskf7tGUfxNtwo4r6Dis7gzFoL6DEikyMZxtJI7fyrkx1+dJ9j0Mjp+zp1XJWUpNrW+5RVdHuwkW1g52gFkbGaraf4Xs/GenadoGp6pbpYahfStfPgrh4iHjjZmwIw7qq7iQAWzwBWqttcWt5HFNF5nlZzlOGyeO3b1rG0XVZoorvRbaUMsrMAn2Ubct2Geh56/yrlg2j0sRBVYOL0TVivPo93YWlxban8PPE+mKlrM73OpWIFspRCwBkU98YBHfFc7Z+LIrzS5NR1gSyL5xja4gjMmMbcs4XkdRzjB7c8UniK7v7XR723vdUdoY4W3Yk3scDHODjOR04rmND1y3ntI7YF2h3sJN8YTfyB2J9K7FThUex817bMMBXjF1ee63aS9FZdu/meUeJPBev2t1datcbArys+TkFskngEc8VQ0vSJ7zTNR1wXkUMFnAqSStJjLOwUIABkkjd26A5rvfizI2maVYyW7DJvJWUFs4wAMf57Vk+GNC0XXfCmo6X9teBb7U7eX92m4x+WkmU54IzIDn26VtF+7dHxMsOp45whvvv5XX4nF6L4cuNf1a20Wx1ixV7y4SKKW5uhDGjMwUF3k2qijPLE4A5NImj69peoTWkUyPJFIUMtreKytjjKlWwR7ipdf8ADOqeF9Zl0m8UHazCOVRw4zjIrqvhP8LfFXi3xDZ7dFlaxNwi3VxLHiNEJwWycZPOQBnnFbe0bCFOpOp7Pld/yPrP/gjF8PPF9/8AtTi/8VabLeWemaRcvqVvexl1s2KARs4fgMWdcAZPfiv1Ivfgf8FNRuJLi/8AhF4XlmcktNNoFuzNnrklMnOTmuX/AGcfAnwP+C/gHRfh/wDDfxBZXEt/p8Vz9qmuU+2aoNmFmYMd7AAEAH7oGOoJr0shFJLOevB9K/i/xG4zxme8TPEYT2lGnCKhHWUHJRlJ8zWlrybSXRJX1ufquQ5Xh6GC9/lnJu72la6StfXpZu2l27XWr8A/ab/YL+H3xu0rSofAsGgeEbzR5JXiktvCdvJHcFguxZFXZlVZc4OR8x4r80P2pfgbpf7Pnxe1P4ZX0GnNe2DwTXEujCTYGkhjfzFMh3Kx3BmAwoYkKAAK/auSVPM8xoz7V+Qn/BSK9sdT/bV8eais+8C5s4AMc7o7KBGHPo24V+geCvFOf5jmNXLMVVc6FOm5Ruk2pe0j9u3M780tJN7aWSPK4qwWEw1CNWmkpSlqum29vktvzZ4StlYwazbz3Ok2t0k0Y+aeIOzE4GST1pmr+HvDUk8txH4UsA0eDsa3Xbnntim3rM80UVtuB3rncOmDnHtV0X0MUUjKpO5QfnGRX9F3kup8BVs9Dqfg2NavLlPgl4Kmt9Kh8U6jEdix5iFwFZY5mT7rbNzEEjOGIzg4r7a+HX7HXgDRvAtp4Z8fxjxXe2q4k1LUbFFMjnltqJgIuegHrXxx+yGRf/tIeFI5Y2LrfNh9pwoEbtnIr9I7SRfIaGG5BCckDj614+Z16sJRjF26n6Bwjh6NfAynVV7Oyv206bHkOu/sJfsva3AZLn4R2RkDYaaCaaM8j/YcA9O9cpd/sDfs2afqX2TRvB8kEyx5E0d9K7xMTkY3MQP519C3d7JaRr5SMC2RGi5GPc1hzh7WRzLeN5ztkMhOcHnmuCOLxKVud/efTSy/L3K/so/cjyTWfBHhv4cfZPDnh+2vCtnAd02q6gbyW4kkO8vudcqAc4U5wCB0AzLY6lf3lsft1zIsV9m3lYbchSMHHHFaHxK1y8ufFEhgmdI1VFxgnd8o6msebVpxqO2xilK+Z+7jIyFB7YNb886j55bnE4Qp+5FWS0GLpFlot0FlkuJA7bw0xVixJyTjHT0rzP8Aam+PvxH+Bump4/07wrpd/oRg2O0xZJ4bnICKQCAytk8gZG08dK9S0y5u7yScpG0rwx5Ixk59q8L/AOCkes2kn7KwSQlbmXXLaMo//bRuP++K6MP+8xEVNXuzzszqVMNl9SpTdnFNr5Hhmv8A/BRjSfEMkl1qPwfY3M0vmzmPWfk3ng7QYiQPbNcvffteRaZa/wBp6L4PuZkvbmRhZ6nqpkS2IIY+WFRQN2854Odo9K8MspYJi1uyKHJGyUnp14+hz+lTagnkQ2MNwcAGQv7ZYD+lfSLCYeGiR+WPNMZO/NLfyX+R9GfCz9ui4v8AxTJoHxO0Ddo2p3KIkjXBf+zF27coNoJXoSM8Y4FfY3wQ+E//AAnN3I1no1lawRlhYaiLkywXMJGVkB+UjIwQvXmvyje5lnv/AJH5E3ykdPSv2f8AhL4P0+z+B/hqY66beOz0a1FxbpjO8wqeB3J/SvJzSMMPCLgrNn1/Cj/tOc44hc3Jb8ehyXxT/Zp8Q+KfC138N9M8YafYNqUBhnmhtPNYqeNq5YBQR2xn3FeEePP+CUWqfDT4bv8AFrxJ4qk1/SrW5SGfSrKwkW4dWJDNlWyoQBnJPA2cgjivrHTra9uZGvhLIqRzgiRTl0BBAOa7PRZtQ1W2fwZr2sPLbXDOJ7ZnYLKrrgg7SOCCQeehNebRxtWjJK+l9dD6nG8P5bi4a0/eSstWfjd8SYPgHo0Vxp/ww8Q63cRXN6rlL22U+TGgcAbiELE7vTtXFE+G3k2x6hdlc9TaL/8AHK+j/wDgpP8Asb+D/wBmTxlba94N8WxzWOvzTTQ6TIhElthhkKedy5J64IA718x21qJpVBlCkuqgBSepx0ANfT0p08RBThrc/H8zwlfCY50K0EpLotvK2vU3Ly38ORQQwQa1dMPLDsGslGCfpIa/rl/4JrCMf8E5/gCImLKPgp4V2sRjI/si17V/LX4l/Z30zRpTp6WN1dPbWym4uIJw8bOFG7awBBUNkZHXFf1Lf8E3IxD/AME7fgJEFIC/BbwsMHqMaRa16WVtOrJHpYLL6+Cm3USV10ue00UUV7R6QV/Oh/wXCkih/wCCsPxfl/i+3aHkkf8AUu6X/Sv6L6/nT/4Lf2sFx/wVX+MzTXgUpeaEY0x3/wCEd0rr/wDWrgzH+B8z0sqaWJ+X+R8syXci2piWIuXI2jb1/Gqse2GVRPb/AD+pYcfT0+tE8s6QpGg89t3BPT8u/wCNSadbiOVnvJQ7gb23e/Tnua8S+h9HbUvW+sNFH5FqF+b5cj734D096JNULk2lwRIMfKxIDe3Iqm8EskDzQxlAWzJuH6Z7in2kBju0eQlVwCWJ5P8A9aloKyZfYQRxAzTFx5hAUAAD5Rk8detR2sR82KWFWTEnyyOev17Uam7DT4kdi26RmXnjsOfypdORrhzHIylcdCccD60nsWo+7dHhn7Jhmsf2qfEV9fM7TWqXrMSMEsbhV5HPc0n7T2kX/wAMPj7L8RNJtQttqdy11FbxNtaM8Bhnpk5J/Gsr9jzWm/4aI1DUb0ktc2d2ZRwdxLhj+tfT3xN+FenfGPwbeW4t4ZJ4B8krRgunXkfT+VduIqKjjE5bNJM+cwmEeMyuXI7SUm0fdH7F37f/AOyb48/Zh8M6ne/GPwv4ZvND8O21rr2i63rcFnNYSwwqjnbKyloyVJVwCGBHRgQPyF/4KbfHv4b/ALSH7bfjH4qfCULJoVzJa2tpfrEU+3m3to4WuMEAgMyHbnkqFJwTgcH40+CfjST4jw/C3w1oNxquuXN5Ha2Fhp8RlkupJMbFRQMknIrufjp/wTB/ba/Zt+HI+LXxV+DkltoUaodQu7DU7a7NhuIA89YZGKDJA34KgkAsCRn9MxvEGbcSZJCiqH7ulZylFN7Kyb6R0d3+iP5L4Q8KfD/wg8RcRmVTNLYrHc8KVGrUhF2nOM5KKbUqr5lFRdvKzk7njWnRme6hiUZ3uqj8TX014QhuU0fxuIEykOmaf5u48AFkQfzFfOvw8shqXivTrUjI+0Bj9F5/pX0R8PftGs/FHU/BtwHNtqkbQXEcbBSRCNyEkDJwUHWvzfNNbLsr/iv8j+ksJCT263X3xa/UPAsU8Pj7Rk+0qFmuoo5YUJG+NnUMhx1BBNev+J/hVJ4fsZ/EHhi2nuLJizXVs18yz2y9SEZhlkzj1IxjgZNU9C+DOiWviTRryNbi3IuV3TecTtKkHJOO30r0zTpQmnt5U8gDqI0Vod+71ycdD/WvEVW7uj6LK8HUw1KUai3en3HnkcFpf6Xb6n4K1W4y+F1CyvLtmkjU/ewOhH69a7DwXqsFjqLX97p0bxiBibgSfdIz19DXGeNfDGo/D/X4PEGk+IYbTzHZprKdm3FMjaPlXqQeM9O/BrY8OfFTw9HN9i1pZLNWj+RZYkdI2znduXI4GflIBHvis69OU1eOqPcovlrJ7W+718rnYz+IbfU7qRoPJ8nycLlNvGQOT1J/pUN9DaPo09oLiDM67ApY9yMAc/SpYNU8J6toRuNHmtGn2DzDbyF/MJzluSSM/wBOK5PTfEvhG6upJfFlvLPPZ3paztV3KCiYALEe46Ec57VyRhJvRPQ9ZSko3bTb+46q003SPCGlXsGveEdD8Q2U6I8X2qOZXgCZU7GVlxw5JxuJMa9twPN+JLDwkmpTz6doOrW9vHFvBngRFCE9M7iCD0Bzk8dDUXiv4laR4kuoY7USM8PmeVbzrtR9+PkGD9fTrXnPhS28TXesanonhyxQ309y5Mt2T5dlEBkMc8M7cELn37gHqhGo4JS0PGxnJDEcsIX5uu+y7ebND4v+G/h3btFq3iC+TTPPgRnupHIcEj5VKknkgdB6Gn6XYaTZaPHJpmpi7tk0weVcIu3zF2gAgenNZX/DPPiLxD4ygk+JupiDTlkM0xeZHuL1jj5ljALEHoCQFHHpivZfiToPh79mn4T2ninUgut6jNfrZ6J4ZiAB2hFCSTkgMUJONoUZ29gRVTaSjGOrZ49KnJ1J15UPZrZvr6tf8C7PMk1jQrPQjcQ6D/p5m3nU422S7FwAgPYZ5OMEjjpX0N+yv8V9M8VXp0+68IwRXOlo7XOsOzSTSh0wkPoqD5mwOSzsSTwB8+6v4g8UxWVvP4w0HRnuL+NzcRafZmOG0/h8sYP3u5OT1GK9r/Yth0J9Wv7S200wvdWyPNcyzblBXgADHfJ7/hWdecoYeSOnA2eY04r8VboerazfLe3I1PRIXhd8K5SML8+R6cN+NOg1CS+t1troN9qgG2dEPzEg9R6AjnIrcsbK3WC703VNOkt1G5i8S7iQT244HHauZupJ7K4F3pEEWbOdQkpjwzxlsEN+efrXkJ3R9i1yO6PoD4O/AXwDr/g5PEvizRTdzakHzBJcOFiQMUx8pGWO3JJ6ZwMd/h/9vL9nbwv+zt8XotA8Bs40vWdKW9s7WaYyS2x3vG8YZuSvyggnJwcEkjJ988O/ti+JvhDKfCawWepRSTMwjn3YtmY5IBUjOTyR79smvnb45+JNe+OXjy5+JPjjW2a+mRILWGGMCO2hUnCRg5woyT1ySxJyTmv1TMc74Nr8G4bCYTD8uKio80uVJ3S95ue8lJ7L8FZI/jnh/wAN/HjC+N2Z5znGZe2ymo6vsqftXKPJKV6UIUXpSdONlKSSu07OfM2eQWNnIrgMzcKC29e+Pb8KvQW00i7jb/KFJ354PPNev6X+y/bX1hbaq/i6YefGrGMWakqCM/3qj1P9lF1kVdM8d7gTyr2f3SfUh6/PvrNJu1z+gP8AV/M4xv7P8V/mej/8E0bOOyv/ABW9ynyuLePfn/eIB/DmvrK81ex+yL9kj2bFO5ohgA/418JfD3xxrn7Ht/f+K9Z1O3TRraUHUbt5EAuyY02QpHy7SNhiuPu4JOBmuitv+Cx/7PTTNJceEfFeG42vZQFR74E1efisJiMRWdSnG6029D7DLcywGVYCnh8TUUJK+j9T6yF4r23mGVgGl+Z3PUVT1a3jGnM1sgYsv389McjNfNWlf8Fav2T5owNUi8S24PJD6QrKP++ZCaPGX/BSHwD8QPDMq/s7P9quYDm4fVIPK8tByW2E7m4GPQZ69q51gMXfWDR6UM7yqsrUq0ZPsnqel6fDpumR3R1y0ZJY14/edc9OD2rGtCl9vIk8tETLZ6Ebh2rPb9pDwH8SPDEOr+Jymmam4UzWzQE84GdpUHK+m7Bx2qPR/iH8Nms7q2vPE0GZI18hvKYYOc+la8k47o8/6/gpbVI/ejqNR8QefZ2/h7RIGeMOWmZRjzWx6e1fCf8AwVBuZbX43aTpzQGJ4PDMIeNxnkzTN3+or7OtvGXgG21NLmHxbasgILqjEHPfAxmvjn/gol4d074g+PYvij4b8U2ImmBs5vD17crDeW0Mf+rmKu3zLJljxyCMc135bG2KV9rHicSTjXyl+zalqr2aPmGG8vI7hZGgQFXBUeUvXt2p/i6Wa/16/wBRMMaF7uTekSBVQ7jwAMACu3+Dnwk0HxP4mtv+FheJ7ew0xbpEuI7XUIGuX3HA2qzcAZ5Y9B0zWRqXw48YzeI9Rt7LwxeSQy3krQ+XHvO3ecdM9sV9A5x5tOh+c1KFeNJStu/yO1/4J5WEep/tdeDLKbBV76TfwOAInPfp061+vmq3fhvw8Y7G3jgvLuJPMijWMMiAjlWPrX5jf8E3PgP4xk/aFsfGd/pf2a30xZlSG7by3nleJlCoDgkAEknoOB3r9PLL4U6prd/bwQNZWBFtullnl2KAOWJJ69/r2r5nOpxlilr0P1DgmjOllUnJWvJtelkZWg36NpcsVyNrxPujcfw+oFXIr7Tra8kj0YFluiMbMkqD0H19a0dU0jwR4b0qaDSNcl1K9GVd4EAhjIbnJP3gcZGK8v8AHPxK8J/D+0PiXxp4jstH02PI82aT77YPQDJZvYZNeXCDqSskfWTqRpRvJ6H5jft26hNfftZ+PJp1IddfljIbqCgC4/SvO/h7rWraF4y0++0e+kgnW7QBoXKkgsARx2I4PrXT/tJ37eLvjZ4p8aaI323TdT1q4urK8hRtskTSEqeQCOMda5v4XWUN/wDEHSob24MKfbUJcJkjByOPcgD8a+1pR5KEU+iX5H4TiVOWbSk9Lzb++R92/sAeO/GOuftn/Cwaz4hv7qJfir4RRVnnYoC2v6eDgHjOMiv6b6/l1/4J769rDft0fBrSmuGW3m+MPhcTxHkS7dXtmXt2PP1r+oqvSyf+HP1/Q+vzCaqVItdv1YUUUV7BwBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQB/I34Zljh0izjiP3rKHHqfkHtV+9nnuES3jgLFRySmMf5+tUdDtYf+Ea065TUF802cYb5TwNgHFTXL3dxN5NumCUwZS3Iz/Kvln8R9nHWKsSWktvFKS0O3GCzMckn+p9hWkms3EqCGJ9iqM5jwT+NUbWOCGzLYEhJ24xg++BSSWsy+VgFYz91duD/+up0KtfQupfJfyBJQgZSRvU449x3p9z9nCBZJHdzGnzAAckA4x071W06MweYrvsbGFXcP1qTVpG/tEKxOURVJPThQOPyoCEU2dR8FtNjvvjL4Rsbq2Q29x4r0lLq3mUOkkRvodykNwQVzntgmv1+8FBG0ueN13CRypH/Aa/If4C6fNqPxn8ELvyy+NdIYlRngX0LMMHtgHPtmv128FSBLCUH/AJ6/0r+Y/Hxt5jgl/cn+aO/LXH61OPWy+581v1Mp2n0mae0GTkbcjis7OG2muy17Qvt0QuoVUN646+1cjcxbXzX4JCSZ6NSDg7PYRDzivnf/AIKleIk0X9kXUtLadUbWNb06zjBQkuVuFuMAjocQE5PYEdSK+h1PzCvjH/gsv4sWx8BeCfCEc0nnXGq3uprGMbSLa2KZPvm447ctX3Hhxg/r/HGBp9p8/wD4LTn/AO2njZ1Nwyyo11svvaT/AAZ8BW8V0/wd8LNsHlS39+Imc5yVdM/+hCuj+Aui2mu+I9V8O6zLJNZzWTM8dvM6NHIHQCRSvRgC3NZ/wL0JfHvhebRdVjlki0e732wilCKgl++MAY6oDmvVPAPw00fwn4h1HU4DcQ+XbLtjMhxIGdOOntn86/taclCTj1Ph8Hg61TEU69vdVl9ys/yM/XvBT/D69tTrMF1c6RJKBHe2N9skJIx8644bGPbg9ck1oJaz2GppcaNrH2zSWj3xO9wzMHxjDZ6cHtx1xXb6rpra7o50EtJK0yFjGIcEN/CQxXqP615kP7Q+G/iS50lNcg1CxkwBZRSYcNgEnJG0AH36jI60NupG19T6ayS0279v81+J6X4S8QafoulSi+06OFmmxHIGLCTgnj1qT+0E1GE+b5HzTMRgbecDoBXP+Hvil4Q1CL7Nql4sUom+ZL2Lyw6HH7sFT9eVbHStvxfqei22iNq3h3y2WONpFSAb8EZwAR19Pwrz5U5qdmtz1sPKTpq7TSF1XSLPXHtNMXULZSjtIJHBbaccEjqecVPNH4WsdLs/Dniz4eaddzxmSJNY02KQXhPzOvDuFf77LgqBiNcc7s83oHjLwLpCJr0tvLPqbWnk3Ew3bYmIGdozg/Xg81z3j7xZb+LbPVLnS4Zbma4iyY5eJEKrgMMHueOvQ1tSjUi7W0McdyujzyV2tbLyXU147DQlvovK0nUIvPujHGlxEF3N9A2cDnpx9a838SeGPhdpfje3sZPEcGmXH21fs1uGL+dhvQkkZIwPfNXPCuh+O/FnhaPT/ByCOCGMLPfByJrx2B3JEDyFH3dwHJ6EDk3fg7+zJPqvjU6h4zv4k1VXUaVp9q6ym3ZPmBkKBtmAp+X72SOldCtBNyZ85iISxLhBYfmvZ3atbur6f8H0HXy2+nWG9pCc3XykD0U9R+NXLfxbpPhrVLC68O+HfsXkx7Z1gk2rO+AXdx1OSeMnAAwOtdd8c9aX4QeJNM+FHgSw07xL4h1DS4rjUdSvYlex01MBnQIpyzr90uSPYciuG1fVGGrnQta0m1m8mZc3sMRjM5xyy44CnPHHTFZ03L4++wV5KDfRq11bZ72v37n1n8EPiToHin4fy+J4PB9vpkV15UYt4gZGnK/K8zs33ndtzMemSQAAABann1C1uzLoiSCIkyCLaFDIMEjHQZ9sVkfs12Gm3nwd+w6VpXli1d1iglk3NNk5JBwO5OPp1rt9Tt9OutAWS+t5YJYiQkYjypYDHzHGa8qtUcq8m+59bgIf7DT9DOgvLe/mF7bRPPGQxIicgYxzu7+vHtXl37SMly/wvuoLQEFruBVDH5QPNX/69egxahqenXLXVpHBBFdW7+cAuFDLj5vbIPP0rg/HPjrQvEWgah4TNhHIp2t5+0fOQ3YHtzn8KmkmqiaLxkXWwVSmviaa/A+brm3kf/Rokx5cmH8vsM9/zqW0tmWIuSSOgDA5x/8AqrttI+GGm3mtWuk22qyo91LiRhGGwScD6/nXdp+yhZKTBL40lw6/f+xqME+p3V6UsRThuz4CPD+ZSd+S/wA1/meMtY3EsTb7fYxJ25/MV97/ALDf2PT/ANnHQ0uoV4aaQB+QwMjDPH+eK+XLz9lbUEnd7HxukqKMrutNuR6fePP1rf8AA37Y1p+x94Qg0H4oRSvY3USrpulWEkUty4CgNOq5ASPcCvzsMkErnmubEqWLpclLV3R7OR0ZZPiJ1sYuSNrXbVt12PtjX9XtzGzW/mRo/C7OAR6Vn3EsUmyGSQqpjGFbuc18mwf8Fhf2c7iE2114Y8VLvYZklsIWIGe2Jq2LD/grT+yAYxJqd14igZR/y20bPPplHavOeX4yP2GfTR4hyWb/AI8fvPd/iLp88+ivb2FtknBAB+9yCf5Vwt/Poln4cVVgZbl3AA8zOMcH8a861j/goOuv+KtJ8SfC7Sob3wy8hjuGmA8+QupGFUE7CoycN1PXArofEnxf+FviF4dQtNbjhlkTLxNbsCjeh2jGfpWkcPVpJcyMsTmOClUv7Ra7arX0NjThas0d9e3GyLzG+Qjd0A46/rV271W+8V6yEtNPdreJVSGMfwqO5x68muftfH3wyvdOtoZPE9usyO/ms0bAEH8KdZfEjwT4btbvUIdWGomOBjBa2ZLSStj5RgdB6ntzRyy7GcMVhqklGM0/mj8z/wBozVJLz47+MLi3QMH8SXpRGQNgec/rXL+G9VvLK9lmFrCxNlOCJIVIx5Tc4I6jsfWu7/aQ+F50T4rapc+HfGela7aX05u/tVpfRho5JPneJ0LZV0YspHtmjwV8H/D83gPW9d1fxDHca0dIdtG03Tb2GQbiyo3m4bIO1iwUZ6c4xivroyhGkr+R+S1aFeWLnpqm2eVXcLxAFcbW5VvavuP/AIIpaHZ6v4v8ZPeSIixWVptkkwACXfkk9htr5Dg+Gfjm6sSjeFL1vJ4LJAWA9ORX3h/wSX+B/ifwp4d1vW9Z0+IvrE1uyWckn7yKGPfy6g5BYscL1wM9xXDmc0sDJX1/4KPT4ToVpZ3Sbi7K7f3M+vPEes6L5M9polvFM5IjuLkxDAKnOUPvip7W+0y4tLZ9RG0OhjmJOQxx8pP44Jq9p/wlM/2zWNW1ux02wgc+aJJQHPGdqr1J4NV/GR8KaTZpbeG7ia8iVj5lxcKFSXpjaDyB618krOyR+xN23Od+I2stYfCjxINOV2Sz8P3swdBnOIXJOfQc1+Jt5IWlJ4GSTk1+rP7S3xl8CeB/hp4i8N+K/G9hY6nq2h3Vvplg7ku7SROqDCA7QSepwK/KvVNN1WwkZb2wdCGI3FDivpMmpShTk2t7H5lx1N1q9FR15U7+V7bnc/s6eMfE/hrxPcJoOt3NqkloTIIJSOQRg4HfqM+hNfr1/wAG2HiTX9d/bU1WTXtUurqST4U664e6lLnC6poKjr2GTX5A/s/WyJqOq6mLkrPDYgRRqv38uuee2AP1r9av+DZPWdT1X9uvxJb39wXjt/hBqf2eJh/qg2raSWxxxkgE/QV69Fr69BeZyZTK2TOPdv8ANf5H7n0UUV9OIKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAPj7/gvaEP/AASj+Jwk6fbPDecf9jFplfz02VxhRHH/AANyFX39K/oV/wCC93H/AASj+Jx8wJ/pvhv5iDx/xUWmelfz1vbRWdz/AKLe7lwCQByT/KvGzJ2qr0PoMot7GS8/0Q27llu52nMB8sdWGBmpNPu7e3AYQqvOAuff9B7mqbC4uWZmXyolbc38W7t+NXZIoRHHbrFuJ+YleSD2zXnaHqJaFx9aupFNwZAABgKANhH9aW1mjvZlmRxEWdAduCMk9genFZ0tpc+bIsgLMBwq/wCelaOjbozCEm+ZX3MM8YHNLQOXUY/2eR1WGJ5GyeM8N7n/AOtXj37aMN2nw30oJK3kLrTbk9GMbYz37HFesLIxmkKEgs2MvnNePftwzSw+HPD1sCNtxdTyPhupVVAOP+BNXRhf95j/AF0OLNly5dN/1uj0e/8ABqePf2NNL8GWkSi5t9Ls7u3uJBkRsE3kDjPIOPxr5c1zxnrdx8PR4AmjkWOC685j5mVbHbHY55/AV9k/s+6pZ3nwV8NWU+07tJijfeoww2kV5T+1h+zjJ4XuL3xtplvDHatgzRRLj7xxvGOvJwarDVowrunLvdep5uY4KpPCU8RTf2UmvI+VVcgj9avWL7s59Kr6haG0uni7A9Kfp5wwr37pq58pNXR6X8JoSvhTXrw5AAgUEH/poD/hXtfxTtbw+NriG4CRumnWpJbsGgRh+jCvKvhvaPY/Ce6u0Vf9MvkV9wB+UEnoeOqV9AeBvAlp8R/D2n+LNbt7iW5vLMRSv5/DmP8Adrxj+6o46DFfM4+SVdzfe35f5HbRw1WvS9lDd8r+7m/+SLPwU8DWXj34ei31G9mW6tr91sbxJX2ouxCInXBDJktkHpnitW00ay0HxI/hvxul5p0rRj7Lc22oloMA/KeBnbzj1/Hiuh+GHhGy8J+HY7azuJw9xdy4ick7CAgzjHQ49+hrX8c+EovG1mYpL0xpbcfa5ItgjXHOeOQSAeOc9K4o1Nd9D6rBUZUsPCLXvJetzmdJh1mzkmttTkjuAW22x88lWjAJXDHknnoe9d5H4r0+10SGwjs47e48gExOu7A5/I15V4X8Z6j4ZgOl61frqH2cny7m1IJhB4wQ+3ef930z16+geG/iD4B1x4hc3tsxaLDw3OYnWTAHmY4754bOP1rlr0p3va6PUwcnFvldr9/66eRorJBdyRvLJChEagndzjA9DVW88Mr4i1Se+sdRtEkjjRFyjNuAGSBtBxwAapePtZtdHvIGs3H2aa5SOSRU4WL7zfyx70zT/iL4D8I2TxeHrS6Czy+a9yuS8uVxjDH5evTJrKMKlrxW56LafuytbqanjC78Dax9rlk+F8Gm3yokjP4bgZkkDZLb1kkbaASQCuTgDdzk1yN1oHhrUbG80q902cRrZiWVLr5Qi5BAO1uOeea474kX0Oo6VZTWjkW8V0vm3yhiVUnJBA5JyQAMclvpTtc8DfFbxroy6jpemR21oyh4NOE6goASFlnZjjIHOCQBx1612csm7ydj5qtNRU4qjzcttLXvda9DK8MaL8P4vEl5DofimNr6K2ZZtNUbjH8y5+YdMY59zXQO+k2+p2lpqtiLuAxRm4tm+7KuSSuR04711P7MX7K2mmeKZvF9rFqUsyLrOqOu+1t4XcEncFw+NpY4bB4Ayao+I/iDc+IPHmp+BPh34csU0PRLqSK91/VLdZLm+lAzsh2/KgIXAHON30pTfNUaj0OSlQdGilOnyXd0lrfy37b7JC+BPi1pPgfxY1/L4PW601p42l0WS4KQSIT/AKr5MFUIO1gMEjdyCc19Z2WuaRc+C9O0+50mOJ5rdn8iC2G2FmOQqgjjGcDHSvi3R9R0rxDqsZ1zw3HHtA3Q2rGM8NkZznmvtnS4UuPC+k65baWr5iR5oFb5oPl7kAZ/xrkx1SXJGLPWyG1SrUe6sunmY1lqWoadPm9kf7GMxyF24RiODnqB29s1auCv2KaRrR3DbSsm47FPsO/Q1e8WwadA0V9BCXuGRVeCaEbNpHQcfrXO32u3Wg6Tc2uoyxR2cE26MFeSpUFVGeT1IFefrJXR9HG0JWex4r+1YLq71rRoxyi2c7P5rck5TA/z6V5DNDJcS+egYJs+UxjjOa91+Ler6L8TdKtIhYrbtAXQOmCRyDn+n4VzPgf4K6f4v1W40e01+W3jhjyriAMMZHuPWvRo1I06S5tLHxGb5TjcXmE6lJXTtbVLojz23t5QqpGnmMwOFGQeatW+myTXlruiAzPHlT3BYf1r2Fv2U7IwkHxvJG0ZO1mshg/gHrFvv2cdc8Mxprlvr6X/ANnuYmFsYQhciRehLEVcMRSm0kzh/sPMKU1KVPTrqv8AM/QDwxe6bZ6RZ/aYF3i0RCGGSpCgcY4//VVfUtRSS8jgLSgbsmP+tfIP/DzjwV8FLGD4a/Fa31LUdXsUC3P9ieTMbT/pjK+5VaReAdpPoec1Zg/4K/fs1X7xrdeH/FEHljlzp0JY9OTiavHeX4y91Bs+9fEGT03yTrRTW6Z9Vv5F1OyzyAkMRtJ6CuF+JllM95BcPZkwRk+aobG3kD+leUWX/BWL9j+YrDFqWtR3Up2xpd6QUBJ6ZYMQBn3qv4O/ba1PWPHN/pni3RLYeH9QRJLGaBRI8SAkBpD91g3J45GBjNEcHiYO8oteo6mbZdWot06qa6tPb1O68UXmjwTQ22nRNlIv3vz55p+i3th4fuhqF8/nSoitFFtySccc5/SuT1T4k/DW41KSbTPEsO0tnJgfBH4r0rRv/G/ww1CSSay8V20YMabQ6sCGAx3HFackrbHEsdhJbVI/ejJ+OV/qNx8D/G3iK/tJGA8N326bPALRMB7dTX5YXF3dFz5caNzyxiBx+lfqF8YPEngXxT8INT+HE3jCGzTW42trnWmy1tp8RBJklPAHQDHuT2r81NV+HmtabrkulHUdMmVJzGl3DqkJhcZwGDbsYPXJxXuZSrU5X7nxnFqlUr0pQ1XL09SnHfzyeFrnTHgiCS3sOZDEu8NtkwAcZAPcZ7CsSVJI59kmFx1r1bxp8HNJ0f4ZabJ4R1N9Y1qTVX/tY2s8b28SrGCnllWyQd7ckDlcDpXLj4UePNUlg8nwjf7p3Cxn7OwBJ9+n416SnHdHyFahXhNRcW9Omv5H6Zf8ErtI0i3/AGP9K1/UrmKHbdXbMZABuAmZdoHcnFe3ajrlm99anRbBY7aKQvG5QK77iODjtwfzrzf9hz4N6v4M/Z10PwlqFta3MlrZS+dcRS70EryM5AIOPl3Yz0OK9q034W6Poljb6r408X2tpHON1tbW7+ZL0PVRyMkEV8XipRlipvzZ+5ZVTnSyyjBqzUY39bIzL2XQ5RLHMwQ/LJCp7D+ID3Jx+VfOn/BVTXLmT9ka6IjdY59fsoDwccF2A/8AHc17942vdPiu2t9FtX8oIFt/tZXeOOvHWvjP/gpL8WPBXi74RR/Czw140s9Q1+21uK5u9Ot2LuqIkob5gCuQWGRnNa4ClKeJg0tmcef1VHKK0Vu4tLz9D4Fkc7sjAwa9r+AXxF8daR4Jm07S/FF/DCl2REsFwwwMA4GOgByfxPrXi15b3ls/l3Nq0ZP99CK9f+DmdI+HsF1Yzs8lxfSmaMLwmAoH16Zr6us0oan5TkF6eYpvSyZ/Qj/wbg395f8A7GnjZr+eSSSP4rSIzSsSxP8Awj+iE5J9ya/QWvzs/wCDZzUb7V/2GfGepancma4l+L995sx6tjSdJUZ9cAAfhX6J17+A/wBzh6Hu4h3ryfdsKKKK6zEKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK/IX/AIOn/K/tr4CNJ1Fl4ux/33odfr1X5Ff8HSkMVx4k+AMM9yIkay8XBjjqN+h/pXNjP92l/XU7MA7YuP8AXQ/KK3vWRTMMkbSPu5GcfpVSTdzNcWhwxyqHp+X9Kfk2sUixzeaoHyovHHbNR21vNLMkl0Qgb5Y48cD/AAFfPH1NtdDQstUSz5hVN3X5jx/+v2qZ9Ynjw0zBw55SUDjPp3qq0QnuCLWLDIpCOBlcevtUC20u0NgkhuWPQf8A16WiYmk0acIhaF3EzKhjJ8sEEkbgAM/jUciQztIYYXI2/M2fu/T/AOvUwfZZTukrMnlKhwec5B/pVSwaQsiqwA7j1pXLjG6PCPjpaXVz+1T4Xt7yYukracsfTAXziMAj3zXoX7dXhSbxJo2jfEfSoFRtNhNvclx80ytJ8pyAMY9/WvK/jley2/7VtgrthbO809YyGBwPkc/qxr6/uNI0rx/ZyeGrm3hkSeJsRToCOh9a6683RVGfZHg4fDLGvFUuvN+J+f3xT8a6p45lsb2/SRRZ2ot1SR93TqR7H+lcrHIQ2RXsn7RnwNvfhhqZt5lXyLqSRrcKMFNpGVI7EZFeMuhRsE9DivYw04TpLl2PmcTTq06rjU3NK2OYq+hP2cLK5OueBrW1QmW4u7rYoPUlf/1V88afll2+tfQOlahqHgqXwpLprbJLKFZIyuM7i204J5GQvauTMleko9/8iMJeFVVP5Wn+Kf6Fy5WeRTeLcJETdbgwyDndnPFe76d8L/8AhJvDWn+KdELHVm0yB7iC4uWEV05QHzAWGEk3HsQD3rEuvgjoCafcSR2VwDG4dP35OFJHt74r1Dwzptr4ftrfTLe9meO0tIizspc48tcL93qOlfO+1Tfunv5VgK2FnJ1VuvxPPtBttNvLG5sYLy90/W7WRgtve6gxjkbOcAgDkH14rf8ADM17E9supWC3MySAzo0nzbiTnjuM1F8U/BF1e2z+MLTWksblNpjmmG0SvuwSAFznGM9Qfqao+HfinBYCF9f8xsMqz3dugdJwODgHDqMcZIP6UqsZVI3ie7FWkun5P+vuPR9S8WWN7dR22niIBZwHBXJBz/ePbiobN7UTm7M0Cc7sMxwT781H4c8T+BNeWRYb6yklz+7kVsOo2/c2ZxwfQD8a5vV9c0WPxE+jeJHkSwe3LHykOXkZsADGD0H4ZrhVOTfLZ6HtRnL4m0zoPDPh6DS7yLxE1npWpWsjyC50++hdkcSApuOCBkA7hlgAyjIIyKzPEkPgjVhBc6R4Au9OeaZhPa6bEWto3DHIR3cvj2Y8epqtrvxK8JjQR4W06CeztxHHGqjlRtbOWJOTn6d6828QX15/wsKHU7bSGleW1P2S0R2C3UpOAcjhVAIZj747gV1U1VcbPTU8rHuFOcZKN27J+W99Do/HHh7wdqvhX+0NTh2pb3Dos9zJt2nALtkNtwMZ/Oua8CaX4QOleZ4S8ULqMLX53MExsOFG0nue9M8bfBX4q+JmVdY1C0it5W8uW7a4SO3t492TFHk8n6bieK9l+GnwG8DfDv4a6h4wn8UNbaHpumS3TxmELPqFwpRCkIYKBuwSDyQF55IFXOUYU7Xu/I8WNGdTFuaw9uXTm2frbt955pp9/wCH47+7fU9Bjv2Tetr5yj9xIzYEgzwcDPBGK9D/AGb/AInWF54gs/h3qfhMagdTkEFpcXs7O1j84LTKB96QJuUFsgBmOM4I89T4keK/GmjTeN5PA+kabpeUXSdKS1LXMkRO0TTP/F90nIxy2eldf+zRc6LN8XtG1ZtB/wBJOohY/Jl2pHvwCdpB4AJNS51KNNtbnNiZpU3yPdN7W0/rY/Xb4vfAPwF8Wm026unvNJ1HRWB0zVNEZIJ4QMEKGKnChgGGMEEcEZOec+EfxE8X+FPinq/wD+L/AIvXU74RR3/hfWLmCO3fULZlG+LYnBeNg2OpYBz0WvYPLEc/CZUgYYV5h+0l8Ch8WdFg1PwvqEGmeItIk+06XqrW480Oiu0cfmAhox5hVg3IUjO01/DOSZvRx1P+yc3q/wCzyTUJuKk6M21JTi7cyi2mpxTtJSbauk1+jYrCOi1Xw0bTT1S0Ul2a2/y3Wu/o8vygZVgfWvxs/btnW7/a/wDiHfq8Twr4keFS2cgrGiNx7MCPwr9F/jb+3f4Q+FPwx0PX9OFprWva5pkdzb2UTssMSkbXkkOAwUOrqFwGJUj5cGvzv+OL6d8X/iNqXxD1VI7afVLuS9ult0whklO8qASTgE4GST71+yeDHDebZRicTjcZScIyXJG+7cZe9pvZNWu7X13PnuIoSzejTeG1tr2Wtv6/De54zHZzmYmQuC7nhhxj8PetGG3mZ9kcO8BhuI7D/Jr03wP+z5b+M9EOrnxRLBskZQhtVbJwP9oetauo/spwG3Mtn45dJSMGN7IEnHXo4xX748TSTtc+UXD+ZKF/Z/iv8zM/Y609ov2kvD1y8eRGZnIBGRiNsmv0JTUdNigeCKAGQkEFAd2K/P8A0T4aeM/gv4ptPFeh6xDczQwu/wBraWOBbRFKM0jmQkbQoYntgYrs5/8AgsH8DbK7/s/V9F1+8mtj5c15plpH9nnYcFk3yK209RkCuHF4eti5KVJXVv1PqcmxeGybBOnjJKnJt6P5H1q+oCe6mcSSMVjwpJ+77VXZLeaNp0AlcDOAfavl2x/4K6/svX1w099pfia1VuoGlxkD8BLWr/w9G/Zu8TWcuifDO4vrnWXiJtra/svsys/Py7mOPyyfSuP6hi1vBns089yirK0K8W/U9H1mwji8XPLqtsTC7Yjk8zA4Az+PFYN9d2d9rbw6YGSN5gI2LdB71y/wz/ayt/G3hqXQPi7b21neWkkqJeQQHypPmJ46sGHTjjAHParOifEj4bRarFNL4iiNvv8AnUwvk8f7tbeyqQfK1qjinj8G5tOol6tHV22vW+g6PNaacfMu512GRVx5a5557184/wDBS+W6sP2ftKFxaPC914liZGb+ILBNn+Yr2uXxZ8PHRJLTxfZ5DEAElcrnvkV4x/wUATwx8X/hjBo2leMrPTp9BUXdqdTmEUeqzN8rQwuxA3KmW9DyPeunBxaxUH5nnZtVhXyqsqUk3bo13R8DPdXRPEKbex8pcn9Kt6/dz6nY6bE8MSmCxOzZGql1Mr8tgDJ7ZOa0fDfw41LWtZTTL/V9NsY2yZbi51KJVCjrj5uT6Af/AF66T4sfC6DSPFtlb/DS0vtS0kaTb7LqXYzyO6ln4QkcOxGB0xX00pRvZbn5c6FZ0XNLTbzPNtM3DUYicZEq4XGe/pX7l+CtP8LeGPhtpH9pTIwm0+FPs6qGkLeWMNjsK/Hn4Zfs+ePPGXxE07Qf7FmsUkuEe4ur5DHHFGCCxJbHOOg6k8V+xehfD7UNQ8O20K6dBC7OgjlZ8/LgAZPSvAzycWqa9f0PvuA6NSMa85RtflSv5XuM07V1utfmN1YxxxTJsMUY2gYAAOPXjP4mrJvtLgeG/hbfcxblkXnLHsfpjArdHgTwh4NkaHxL4qW71GNVJs9LYSevG/pkEc1574v1620+Oe+ubm3s4LfL3V3PKqiNB13EnAHvXhxXO9D76UuVXZ8Tf8FmNTuJ/iV4Osp1fC6BLMocYyHnIz/47+lfFsU8kMyzRy7GByrKcEGvpn/gpL8QvDXxh+Kml618Ntfh1qz07RxaXUtoj4jm82RiOQM8EYI4r5keKXzvKljKEHlWXFfYYGnKnhIxaPxLiSTqZ1WqdG9H02SPqX4P/Ejx/qTeGtPu/FOpSRMYPOi+0ttZRgnd65xk5r+nD/gnbcPd/wDBP34F3UrEtL8HPDDsT3J0q2Nfy7eHdU1LwvFp8GganIogsYfJusFT/qgDxzjqRX9Rv/BPdVX9gb4HqqgAfCDw0AAMAf8AEqtq9LKXevP0/U+kxMubDUl2X6I9fooor3jhCv5zv+C31jJd/wDBWb4xGRsRi70LAU/Mx/4R3S6/oxr+dL/gt956f8FX/jEykKpvND+Y8k/8U7pfbvXn5l/u69T1Mo/3p+j/AEPlTesUoWNUixkEuwzn19TUKIGkAurln3H5UB6/T/E1ZaJZI2aWFVOMA7QXPTk+lRWMUqM+1BlTnzH5NeJY+jb7mikciRfIo4GVVmyBTxKhUqXLsy84zjNQTzt5QEiqp2/J5j4JP0FRMqywFYULhBkluRj2B4NFiL3ZLfS3CWkEELYBiO4k/wC21FzdPbaLc232Z8zWsiLIuBg7Tgk5yBnGanmuUilhitnCkQLxs5AIz2+v0rO8bXV1Y+BNW1WW2bZDp9wUfb99xGxA46fShatIqcnGlJ36HzV+yJM8fx5s4gwHm29yjkDPHlsf6V9xfCaxmv7i+W4lMaNb4V0HV+31z0/Gvhb9kOSQfHnSwibi8FyCP+2Dmvuz4StOupskcyxsXAORnapI5INdGatqr8keRw6lLBtf3n+SOT8AfEL4e/sqf8FEfA3xd+K8Ig0Q2Vxb3t88Bb7C0sU1uLgqAThS67sDIUsRnGD9uft6/t5/sieEv2RvGKH4w+FfE1z4m8K3unaHoWj6zBeS38txA0SfJEzFYwXDM5AAAP8AEQD+d/8AwUe8PJf+GPCfxDWcu9wJbW5OON4xn8co3FfE06g3jKP79fd8K8W4zKckng6cItTu7vdNpRfrotD+a/FvwE4d8Q/EHCcRYvE1KcsOoJwja04wm5xV3rB3k02r3WyT1PQfgHp8Vx4yjuZFJ8iAmPH99iFH8zXpfw61az8O/G+48W6jJI9rFc3UjpCPnZcOcCuN/Z/82xt9S1NSd0IhaFFQHzpA3yox7KOWIHXbg8V2vhXwzqN1qzJHorFjBL5jiNiVDRtz9a+Hx8060k+1j9npTnFU1De9/wAT2L4eftDeA/Efiux8O6dpWppLO0u1rghlPyMyrw3qPSvXrHQ/EGlaOk7ajbRtJHiK0RSWh3YxuJwOT25wO9fMPwf+EDXHjW1umuZoRp8ou3cxYJCEELnqCWwPxr66W006TRjcHzluEtI5bhp5V/eMAOnHBPPrXh4hwpSXIfc5LGtiMPKWIXXQ+bP2ktYW88Q6c9ggkd1nEka4k3zhhyQeTwOCQckHFcf4QvPHk8l5Drui3ktq0O9JntGEcZBH3sAADn869C1/4U6x4x8f6XqvheOK5iMe6dZLlA0ZVX4Ctg9Bk9RnPPNP8V6P428D+HdS1ibTpLe08kRybZgVbc6jBAPIJ7e1dKqqCUUeRjFiKePlVkmorts0l9xS0q1RdNTXdAnv4TOhimjWZlAdeCO2Qe1QvYRyzMNT8+TzGyRNIeD69aoeEvFLT6etxPCGW5LEIkmfJYEjAHpx+VdfDbRahp0d79hXy0bPnTPzJxk5UHgelbuVmezhqdLE0lOL3M6D4caNquhtfoUSeOctE3nMEdQBu6MMMCQfQ/zx9Gn8Vw621u18kphk3+XMm07STyCvIP049q7O/ml07wnDFpt6kfmCYvGkZ6HjsOelc1NJpFpqdrd6jcs8lzEUkc5Bzk49MH5RWcajlJp6nLKUFinT2t1v6Gv4d+K2raLcy2PiHTFNi026V2h8xgDwTu27zj6cDvVv4m+NdC8d6/p+mxeLLWPR9Gt/tP2hpg6tcMu4KpUkEqGzgdGIzyCKzNctyYUjuZC0LkfZpHHLD3/xritV8O6FcaxE9xasrvcojLG23LkgKaPZpvmRGKnjaceTmUlfro9+6PTvgxcaz44ZrbxHq1tDpM6v9mXU5PJihA3bCWYcMSQxzwMEDua9u/Z58Ly+FNYvBqAjgSK2US3KSblJGeQehHuOK+UNM8R+ILO2Gh6JYveRC6WT7BcOQA65AYcYYjP6dO9dsvj74lSaXDo3itoLa4kuJZLu7WcswViBsY4Hyrt4Xpnce5Nc+Iw8p6Xtc3wVSLnCck+aP3ff+R9o6B4rtvFjXGn6Z4nt7hbO4WO7ewO7YcblG7p09M+lc/8AGjUbTwV4b/snSLMi5vlz5xHKxk9T6ZwQPxrzX9kr4LeLdd874h+GPi/YWcdjfeVdQ29q07zhgDghm2AEDGcE98CvVfi/8NtRubi98UWF39v8wKJrZ2y8eFA+QDqOOnUe9eTOFKjX5Oa59DGdatR5nG3n5Hh+nQ3F1eLcNE8k5J2lhnHHWsS8huYCsLuFJOehOeeldjo9pdRXDhVCv5cp3N2ARq526LpcQ77fzH3BcmPIABH5966YtGElax7J4f0+/fRbe2jTOIE3FT0+XpVuGBhKsKSg9hg9D/WtzS7c3unw2NvaFXMC7nRQvaorjTbPTGNvcuC6oCzocjB9685y1O5Qdj4g/wCCj11InijS9CivpSiGaeSPecFysIBx9Afzr5rhEpt98gAPpXv3/BQHUBd/F9I4nJVLbIyPoP8A2WvBS5YguoY54r6vCJrCwXkfjHEFRzzet6kYLbGjGCSvQiul+Cj3Nl8TNJjs52RJ7pY5kU/fRjhlPqCM1zkjw7GkXC+i5zXYfASD7V8WdERwARclh+Ck/wBK0qO1N+h5VCUo1o201R9W2kMUWJJBgkfeI5zSf2k6zkW8OQe7VJfwzLtQISW7D0plrNb2pBmtHeQdD5mFx+VeCrM91yakaflRzQh8fPnIz2NfMP7XOp3d58ZZbWS4LNFp1qjv3x5YOP1r6atNQ8wMosY0KnIBYtn86+Y/2iNO1fXvjdqxttNmuJNluoEERbAECY6CuvAq1Z+hji5Sjh7R6tHE6XZCBlUtk7s/X3qWe0kclnB3Ek7iemTmpl0PxBp8T3n9gXrInVmt32rjk84wKhbUwYsCE8LypPQ16erdzwpQqwd5Kx7N+wZrOp+GvjxDrFtfFZLbSrgox+YDdtXOPoTX3r4k+L3i2+vVkvLq1eI2qiLy0+YoBxnng818AfsQT/afiXf3F1BlU0eRVCHnJkjx/KvsLSkubSznn1GdQI4QyxuQC+SOB+FeHmMU8Rquh+scIOX9kXfWT/Q6aT4s6vFb4kZOF+dJM7SB/Kvy5/bO/aW8afHX4pag1/rEg0q0mMVjYxORHGoPTH16+pGa+7/2oviZpHw4+D2qeJXt4IfK0wwWvlE7pJpVIHXuAWP4V+V99ePfXkl5McvNIXc+pJzXo5JhoXlVa8kc3FWMkuTDxl5v9B2na9rejzefpGrXNs4BG63mZDgjB6Gt3Rfi14x0e6W9ElvcSIB889spb1+8uGzx1zmuZVVYE55Hb1po9Ca+hcIy3R8apSWzPvj/AIJd/FjwR4k/bX+AN5dy3dnrN38YvDUL2UMBkhJOr26ghywKgnnndiv6xK/jp/4JTMh/4KCfs5oiEFPjZ4VBJPU/21bHP61/YtTwFONNTS7nbh8VUxPNzW93QKKKK9A6QooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooA/kZ8K2DHw/Z3N0pc/Y4j5aHAA2DrVxpXKOsUkcZONqgjP5Cq/hs3Eeg2SuOlpEdikEn5B19PrVq5t1aEYRUcjkRKOPbNfKNan26fu6DbGKJrgK0rSyDnlun19B7VpsJY8HcvXDOx5x6VSsBNFGjrEF6DCjJOP51LdTI7hZGRTn5gJMsB26dKdiW0T3Do8JjjLHDfeYfyqPUZbibU3jB/drMcL1J5pII0mvIJWgJRpQuXGTn8eQKlN40ssv2eTcC5JCp1OfyH1NTsVG56b+x9PDc/tQeBbC6SaER6xJIHRAQx+yT4HB5+bbn0GT2r9TvBzMbe4UHoy9fxr8yP2EtNkuv2sPCk14Fhkt4724jSSQKXX7DPH8v98/PnA7AnoDX6beDWIguvlJwVPH41/KnjvNPifDxXShH8alT/I7crkpV6j6ppf+Sp/+3HUW0BlscEnOeg9K4fXLf7PqE0WPuyHFdroV8LvTIdQjSSJJY0k8ueIo6ggHDKeVIB5B5Fcx43tRa63MB0dQwr8RgpRm4s9ataUE0Ya5JH1r80v+Cwvi211b9oj/AIR62v2f+x/ASxTxByRDNK9w546AlHgJPptz0Ffpcg+avx+/4KE+N4PiF+1b4+1DRFuJkOsHSvImRdqLZxQW8jLsJzvmgbBJ4VRwCTX7Z4HYN1uK6uIa0p0pa/3pSikvmuZ/I+S4mreywcUt2/0a0+bXyueUfAHxxoXwz0DWbjxHFdzrcyQpEtmRkH5uSSfavb/hP8VPD3xXlv8ASPC2lXQnja3CpeEc5LZbcCccqO3evBdL8FXureG7uL+yZIomniPmpG3JG/jvxXq37Kfw2bw/4i/4SxrqdQ7LaeQibC4JVnOfTAUf8CPpX9TV1TlefU+fyWeMnWp07Lk1v6ans2tR6r4e09mvtZtrhEjL3MkIKIU24IBJycZA4HPNfL/xP1HVG+IWrnw5A7usy+R5UQk8uMoAAuM49wMV9U/ES00aDwo08G9IWmEYjlkBYfOpycL0z2x+deHeGvgt4qTxLrWtWFjFd2YZRDKLuNnkDM/J6entWGHqJQcme3ndCo6MY0lpe7t0OP8AC994g/seC48baFeKIbllaWWF08xODlDxyO9dhLpt3pVv/Z+m31+baT51XzSAVYZyF4rP+Jd74t8CaRY6dr1m6RzzySRQyTAqMBQWGCfmGRz7VY0fXEKpYXIdjGQPPjbcXU/Xv+PeuyE+eF7HLl04VX7GbfMrepCmk2E6+VeKWdRxJPITgemM1d8QfD230vT4tb0Kbybk2oWUeYXZXIzwCcFSpB5GRz9Tr3umxHbc3Onww+agwhk3gehB9fX3qXxveXkV0llb6niFGQAJGwxhMelROq01Y6sbGOFpKTV7nK+GtW8VQWk98Zkn+QoSrMjq2cYyoOR9RXaeAfi/A9za6b45jgsVUbIbl40iVCOMM/CgYzyxGfTNczow0S31q50i2uXSXzd8LL1ycgfhwAabr9qJZWS/iUzKmZI9vUf57VUoRmJ+3p01OlP5PVf5h4w8axa9rGrfEubW43u55Ft9IsfmMssWflJAyQCfmJPbb6V3/gbw3rPjXww0nibWbGbUoJUe3+23CxTTrks/lqfvDGMAZPynOSePD4tB0K1vJri3t5t8duZEET42ruUHg9cE10OjeMfiRNcRnwtaC5mtrNobe9lmKvbRncWGMHaME8/Tk9KmdJ8lkcVGtUbkq0b838t3rft+XY+xvgs0Pg/wB5+oX1vpuyZjGbqTCdSTknpXeaLd23jvTINSj1f7RZXMGbc2y4SXn356ivijVvFniTxTO2na1qNppkcUKRj96TG7qoUntuY7cs3UsTnrX1R+zB8F/F3gnwzZeKH+Kttc6Tq1iJU0uytSQh27Q3myMSrDH8IH414+Jw8aUfaSlqz6jCVZ2jRhG6Ssc/8AHrxGYNSTwpotsYYrQsJig+8/QjPtj881561hM+l3H2eA5YL5srfXgV6T8VPhtqXhW1Esbi9t2JZbxSS6+zjt9eh/SuNnt7qLQJ9m1Qs0O8dST8xp03HlXKVOMrvm3MTwZDcTeNrGEOuVn+7g/nXtQsbyWJZZFxGnO7PB968t+GLf8XGslFpn5mZ3aLqdvNe6tpb6zHttofJRHAyxCrWGIaU0a4eLcTnfszXEMsZnIG3llOMivzf/AGpdQn1L406tKtzJKsBhghDsSFRYkGPYZyfxr9LNabTrDTJ5QSCiNjjqQK/MP4yXUlx8Tdan3ZP251yfbj+lejlF3OT9D47jeThhaUV1b/I5WRWCqCRk/pTJVE0YRwGXcc1JvQHLxhuOSTTXdEKCMgknpXta3PzW7uet/siyXh8Q6jprXDtALUSCIH5Q+4KGx67Swz6GvoaL7PaRksoGOcDvXhP7G1qZdb1m4UfMtrEuPqxP9K9yu4pftBUISFPXNePi3euz2sLOTwyu/wCrkmn380swi8rCZOT3rWtVaC+gubOTY6uuX/Gsq1vbWBdsVgzMfvb5cDPfoKvW+oy+SJre2jRwOABnBH1rla1OqEm2nc+JPENzNrXivUJDLhZL2VgR0JLk1bsrYrCyR5zs28dulMtfD2s38kt5baPdSIJGZ5Y4WI5PqBViWy1nRYUe/wBEuo43IzLNCyD17jnpX0D1VkfP1Y1qsnKzsQS2coffG2xs9c9TX2P/AMExfHGueC9B1iXTr9Ve51dAfOXcGZIhtHsMtXxxd6ofLLpFnngk19S/sPJNN8MboxQn7TNrLmNl6AeXGP6VxY9XwzTPouEHP+14rsn+R9V6n8VfFMtxK9/LbPL9oJbylOM5yT1965D40/tHap8PPhprHjAmJzY2haLzwSUdjtU++Cc49qsWDRWsNouovFKZbkoYXblRxgnHPrXzJ/wUz+Ktlo3w9i8E2qxRXeuXfmvFAcBIUyBx6Elv++a8jCYaNfERhbqfpmY4p4XBTqX1S09eh8V/E74neMPin4quvFnjHWp7y5uZmctLIWC5PQfhgfhWZpni7xRo6GHTNduoo2YFohMdjEdMqeD+Iqi7A5ApGUBAwOSevtX3KjFRsloflUqk5Tcm9Wdt4R+OPibw3dK9zp9ndQO375PJ8pnHH8UePTjIIHp1r9mf+DW7xh4G1z/goD4u07wnqV7NJ/wpq/mniubXaEP9q6SCA275uSB90V+GMIDSKrH+IcV+yH/Bo26y/wDBSXxvKiFQ3wR1MgE9P+Jxo1YeygsTCSRpSxdWlKNJWtJ/1Y/opooor2D0QooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooA+O/wDgvosjf8EnvigsQBY3nhsAHp/yMWmV/PXHZpaQiR0MrN/ET8oP41/Qv/wXtV2/4JR/E4Rrk/bPDeB/3MWmV/PWhmdQjqr54wcbV57nv9BXiZmr1l6fqfRZO7YeXr+iIJWlkjRVulUAHcIzk4/lVjSokbL27lm7y7jgn+v1qC7gVZFeJcgEEqo2qf8AGrtq08PyiIfdyFXgD6k9K889RsnyUcq7BUIyNvJJ9adHIDciZQcCFzyeT8pqmZofOL7wQBwInJJPfmp7JY7eS4eeMIRbkqxUHgnHJ9eaHoJXexFaPcy3RmlXeQMAAdK8K/biu2vLzw9P5TIqwTxlHODkFOQAcYxjnvzXvtrNdTmNLdDLlsIirj9T/IV84/tt3bnxppOmMhUwaczPlcYZpCCPwCiurBK+JiebncrZdJX6r8z2v9nOW5uvgl4aMZDE2zoF288SsAa9d+OPgZvEPwlvowXkJ0STzFK5CSBC3B+oBryH9mCSRvgh4YlZAqrHL856YE8lfSOlWo13Q08LX95iDULKaJECjJZUVh9Tjd+tcOIk4Yltd3+Z2YeEamXRv/IvyPyp8WWphvS4HXiqWnLl8mui+KGktoWv3ujTH57S+khbjHKsR/SsXQYGluUUIG3OBtPfnpX1NN3pH57WXLJx8z2efTo7b4O6dpduxVjcRM+e7bHZv/QhXqHw4+NPg34eeAdF0LXrHUZ54kkdmtWAQqXYbeSM9K4nXLa5uoINPS3e5jt1DyyPHjErIgZQFwAq4Cgf7JPUmrV/8Pr3UNO02a60+W3EcTBUWFuQZG5we/NfNVpQqu0u9ztpVsRDEN0UtFb7rH0p8Ktej+KWgWGu+FWWzjVZTLdX6/6n94VxgE7jgDAyOtaPju8l03SpbPVLmKSNkKQBnCgSqrEHBJ9QcnpzWL+y/wCBbXwX4TfTtTmuZobyP7ZJFGRH5ZYqFHIIztAPT+L2rU+OuhWOqWv9iC72PcWUjxt5oXDFVO0nGM8Ac4yCelebzJVuVbH3lCnP6gqko+/b8f8AgnyxHf8AjNoFPhm1uJCT+9kjtdzOwJzkgEn8677RIhq97DY+JNKvLO4vbdNm+N0kSTGfmB6g44NbvhD4N+PdF8JwyNokbSzzSNG0FyhwN5Gcg1g+LfEGvWnjtPDGtbkubeGNC8kvzJtjDBAcn5cdq7Y1U52R8vhpVMLUtWvZu1mtLmvqEGqSILOe8v2jiwF3zklcHp14pmneHNK1W+gha2UtJMFdWmIZ+exzxx3q7oGsRarcoF08tI2MQGQBGbOMljjA7/WtrQ9NtbTxBAJViiaN2fcylmXAP+FVKbimfSLDU3Dmi7o5Hxd4VuPBjvN4Y1HZbvIZAwJJKYON2ScNyenBx3qzY+I/Fvh/TYbiKGKdlmEisnRgO7IQUPr27dKva3NPqd7LbapqRaL7Ow4UgcbiOox1xUXhmW0vNO26JIxnhGySL+EhTggj16VMZc8dUefh5e3T5Jcr6HXaH8dNLs9F1DU9QljtdYhtyILcARm4ZvlUKBjectztzgZycDNcBZ6lqWiz2Nl4Z8TpNq2pySXOoS2qFvILZLE8bdxPygE4C4z0wYPEem6ZewyC5hEkbPtc45RvWsLSrWx0CNdQ0triKZbplMyMSFcKp6dR1HNEaVnoYV62MdVc9ml2unuvlc+gLfwM+r6bZeIxJYXF08JW/tre6BnRy2VLp95flGMnup6dK+hbLxZpfgvQdPTU/EdnZu6Ro8Fw+WJYgAKBy3OK+LfBnjv4pQar/bdpotqbNr77TqEs9wdl4wDFQ42ncOuV6EccZxW54ei1f4j+IrCy1XxXZ2M9xfRxxxXsj/IC2FPGGAHHFcVbC+0l7zsketgq0acpVIRd5W3029dz7ZfSYL2KTVNbmec24eV0YYREAyT7DArwL4k+JbvxP4onZI5IbZW2RQgYwo4BPvXtfhr4K+K/C3w8uPh54r+KQ1MhkW3uIbTylhUHPlkli0i59T06Yryf4h+ENV8Pa4tjeWarzhZo2yko9Qx//XXnUXTUmk7nsVVVcU5Kxxuq2VwlnbvDBsiXeVyOT05963PglDcS6ze3CurbYVzweuelV/EMdwtrZs5HltA+FVckAyH+gNdN+zxIgutTeTTwEVUAUx8nr/hW1R2pNmUE/a2R2ElldQt9ouTsJ4Tcc1h/Ex/sPgO81aS4ZBbKJF2t3DA/zru7vRXnT+1LgFIlTOxyMnnsK82/aZvrPTfg/rDW7MH+yE7cdAOf6Vy0PerRXmi8Z7mEnLsn+R+Z95Ld3GqSXEsryvNIXlkkYkljyTnuc0kuVY/N0HWpZXcORu6nmmb4yNpjAyeDmvr3dn4RKUm7sini85w5ABA+RvSvpf8AZee61D4bRm+meUxXTxxlznCAAhfoCW/OvmvePOKRkMAOTX1L+y7ZlfhHbSIeJLmZj7fNj+lcWNdqPzOzL5S9q1fS3+R3c1xDbW4VFy2MADtVjSrp7skTxhQMYx3qiEbf5s0LFM8gHkircGpQRKFg00FVPWSUn+WK8q10eopPm1MP433cmk/B/wATSwS7IpNO2sp/izIg/rXyDYQS3r+fK/3TnaegFfWX7Rl1cP8ABbW4IYVCyJAH2L1Hnx8V8xWvhTxAYVmj0G9CyECMrbv83045r08DpRfqcGPdWTjCOun6ki27m2Cx5I3EnHfioRbzwSb4ZjGB1VWxxU873+lT/ZNS0ua3YLlPNQqT2zg/SqtxqUplRYolBbuTXWkzzIqpSnqrH6Rfsi/E7xV4f/Z30bw7pOoQYTQ4/luE/gbLMc55JJrq5PiprpkWSZkJMeGaNcY9Mc15D8GLe4Hw20BLGNkMWjW3nn1Plj9Olehx3tnYzTRSQ211JHZAqznKgkAEDHcEmvmKsIurJ26n7tgW1gqa/ur8jx//AIKAftZeMPhx8JRp3hu/S21DWpGhivIyRIsYxuAPb73Uf3SO9fmjqWr6lqV++pX19LLPI2WldyWJ+tfQ/wDwUf8AibZ+KPitB4J02UNDoVv5U+1sgzEkt+RJX8K+b2YMM19bleHjQwqdtXqfn2fYuWKzCSvdR0X6/iatj498X2US2ya7PJCi7UguG81FGc4CvkD8K9E+EPxwJ1238N+N7OJNOlBD3NjGVkgwpO4IDtbOORgE9civJpFCNhTn3HetPwcyJr0Ujgt8jjA91IrrrUoSpu6PHjXqUXzp7H9QH/Brbr+geIf+Cf8A4xuvDd7PcWsXxj1CJZLm38tsjStJPTc3YjnP4V+k9fll/wAGjHH/AATd8bcY/wCL36l/6Z9Gr9Ta7sKlHDxS7HoUasq9JVJbsKKKK6DUKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK/IP/g6hgluPEHwAjjYKPsni7cx7DfofSv18r8h/+DpoS/2/8AmiA4s/FuSWxj59Drlxv+6y/rqduXW+uwv5/kz8n5YY7NfKSHBx/rJGHT8elRXBaSQyS3oEf+wePz/oKsgGY4lRWHUyOv06D+veq6QMLwBI94YYAccD8B0r54+qbfUv2EIWAGJSqnqC33vy7VMkoTmZ8MGwEj7D0qJJnWEiUDbnDOzBVx9e9RRMkmUUFmc8KjHaPSixN7ssvLJDazyQ8MZU289OGpmmXE1mDdvA0pU7jtUH8snmlikittNAIVHNweNg5IHt9amh+3XO/ZC0gCbnfZjaB7Hk/X3paGkbo+S/jtcvD+0Vf3YzkajBJHubLAbUIz7+3avtjwfFcXHi+0RfmXzQXKjBCkcivhH4vah9r+OGsXirwuslUBHUKwUfoK+7/CxmTxJEWAjYkAAnqcg12ZguWjT9P8jwckkp4jEebX5s4j9vjwPt8CR68haRYdTXZMyY3IysP5gV8L6rCYLt0A4zmv0r/ax0A+M/2ePEqT3e+40aOC7jVVHCEKx4H0cV+bniEKL/AAO61vlEnKjZnm5/TUMZdFzwZYJqOt2dlIDtluUV8f3c8/pXsnxEh+0+JNKkhl2rBZIcHsPMdh+hFecfBK0abxzp488xKGYvOsYdol28uAeMgZIzXql5p99rWprcrojPvVY4F2sx2IoVQSOpwBk9zk0ZhU5aqXkeKpNUGlu3+R6ve/tLfD7SbyawbStWaaMLEXyu3evBbG4V7boWnX+reb4g0y6gtrN2BiSVSZLkADGB2HcnJ+lfKV38KbvWfGEkLRSxy3l1tVTCSFZmAHUdOa+uPhZoGm6V4RsNAuLi5mazItrW5eQBdiqq5IIPoTjPf2r56uqdOCcNz7TJXisROf1hLlVrHl/7SOsFPBNzBd3Ia6jeJvMRxu8hpM4Az34yoPYk14toN/8AEBNetlsNEvZrLzQjQWlkfuk9RtHvmvZf2gfBM3jE3VloMkb3lvcqohluVVXHlgbuQAQMcYPc8U1Phn8QfDN1bpaaO0clptMksM6cbcHjB7dc1pGqoU13ZzZrSxH11SimkrWaOW8OWNpfrK0SXVte2L+Yfs7MgKnjPsR3qa+hvbmb7RqU93J1B8yYkMPrmsLw540ub/U7q+mjVjC/zx+bjzgxPzHrzxXa6K0WsW8sUNi0g2ks8j7fKAPG0dWPr6Cupy6ndgnRxlJSi3+RR0TwN4f16WaCdFSP7OSrrIcxsSAu7nkZPPfuPQ4uo6dr/h3VI9IsdRRIceWkZG9MjJwCckjOec5Fd3o0cen2N/cWc8UEypGgKITk7s9e3SuW1mWGW2l1PV7tpHt7rei7TjGWJ6j2BrNVG6lnsZ4hwpYhU395fsfH/i3wxqUJGnRyL5Ijk48xR/u+YPl/Anp0Nbvjb4qaL4g+HieFvDusxW82sTeXqMZfabaJf9YzLkFOXwpIHJOM4rGbyJtK+1afKz2bKfM3chD7exFcf4o0TSbtR9pgyVXcki8ZXuP8+lHslJ3DEyxdKElCaaa6/o0dZ4Q1fWD4tfw74R1xJNLtNkUsqIwhmbBHUj/VoD25PPIAOfePgt4H0fw78dPDmrStp9xo51+2nlubS6EsMdvvXzAxXjgBgR14PFfLGk6nceFMJ4ZeeMz2IAjkkO2VJI+hYdMg/p1Fdn4Z8efFLRdIlS70O3trR7VIdNgExLQfOWLxgLwxKkbs/dz6nPNjMK8RQlTvbmTV1vr1XmZ0HGtFQqR1Tv3X/Dd9j9mPDP7ZH7Pvizx5ZfDXQfiFE+qagsn2WGa2kiBZcfKS6jaxz8oPU8dSAaf7WH7Qug/Br4eanb6e5udfuIPs9rbNCxEfmIT5rEjBAUHA5ywxjAbH5WfAb4W658YfH4sdI+Jun2F8to1x50geR02EFgFVhk8d8dK+qvHvgXxl4u0HTF8T/Ei71zVNMtGjE2ozMFnHoFLHy/YDjr65r8Oj4McO5bnVCtGtOdKOsoTteUk7rVRS5Xs42T031Z9N9ZzDF05RSXK931tbVKz38+iv1tb5wvJ7nVr2S5v1d9zFtoGASe1U/ENve217LJKoQnaMEfd4Haul1XSb3T9ZngubEwshwYmGNpPFZfi9ZotUvFuk83bOSFVMjI4x/Ov2VO7MmrI7P4M2t5/wiSNFhy8z465Pv+ldY9pLakpM+GJy655/PtVf4LOB4CtFex+d3bbtjwRyc10t5oiWD+ffncZXwq5BYfXHSuGpJe0Z204vkR86/t8XMuk/By58u+kSS8VYSEcj5DNEWHHqBivg+0WXcyn7o6M1fbX/AAUe1CFfAljZWshIa6AbjvkH/wBlr4rdzyG5A7V9FlqawiPyni+bebuK6JEasVYHPU8D14ot1lt7tby3kMcqyA7kOD1zkehqTdExAKhSOpzSWreYwGBjdwRXafKqTTuj7I8Eo9x4X068vCXkezieR37sVBY/Ukk/jWrc36wuqwJuI656VDpFo9r4Zs41GRHaRqMd/lAp0Ijgbdd2zsOwVsc+/Br592crn0UpS0Zp2LLd2+65XBII2jpXj37aOo3Vr4L0HTjNkNqM7Rp/dwiD+teu2upI0oRdPRVIwGaQk/4V43+2T9u1JPDVnHaFwsl0UjiTJJxF6VthF/tKIrTlGhJp9P1R4XptmSRcSSElu565rSntXcDKkqFAAPQd806Dwp4kt3A/4R6/JVdxQWrnjtxjio/7QmiLQ3No8UqttaNuoxxznp9K9d6u6PAnTrL3pJmn8O4bmPx5osQuW2vq9sNqt/01Xiv1DHxm8ZXnhW0jS/tXhWcl98eH3ngYAPQCvzC+Ed1Jd/FjQIPJGwaxblhnk4kU/wBK++/DtvPJdRSJL5Nq0mA0mAAB16968jNIqUo8x+j8EObw9Vvul+B2LfFbWYmkJkC5YlWUcH618Qf8FN/2q/G+p+IofhDoeqmytIIlk1FLRypmcgMCx/Hp2K+9fXOr63pNn4ZuLq7gtkjikd7q6Yncsca5Zh2xjNflV+0H8Qv+Fm/FzXPGCgiO5vn8lSc7UBOBWmTYaFTEObjt+Z6nE2MlRwipRlrJ/gcbFfXltL59tdSRvnO9HIP6Vs2fxL8ZwzLNc6n9tYPuH2+NZiT7lwTj2zWEArvgtjjrSHKtxxX1Linuj8/uz3r4Q/G3w9r+n3UHxCMtlPZhPstzp8LSiUnPDIzjGMdQwHtX9b3/AATtvLfUf+CfvwL1C1dmin+DnhiSNnXBKtpVsQSMnBwfU1/GZ4CaNbe6j2klnQg57Ddx+tf2T/8ABMv/AJRu/s+/9kQ8J/8ApntanB04QxM7HZQxdWtUdKVrRXz+Z7fRRRXpnWFfzp/8FyLO8H/BVn4tzxFVSS90Mlt/JA8PaXkYr+iyv53v+C4wiuv+Cnfxehl0zzvK1jRMSsRhA3hvSsdT6g/nXBmP8Bev+Z6eVNrEu3b9UfJ0OpGMFEgiQ7SCGBIPuSSTURkcN5zNu8w/x8L+CilWKeYlmkVQowGxwB7U63jESsA2wk4aV/vH6V4uh9C1YbNHMswW6iRWwH3Fw2QRkHjp16dadJJ5wxD8i5+Zm5LH/PapbhVRFiFyCSAVC9vzpieeMjc6r2YgZJ/Gk9WES1dT29tOVt0Z5Nijey4xhQDgfXuapa5qUA8M6gniZ3axNnKJ4l6MpU8A59cVcvIC95NBFIznzDlVHJ57k1R1K3tWtpIbzbJC5SOaBSNuxmAO4kemaUfiQ6tvYS9D5X/Zgumtfjnorw5BeWWPjrho3X+tfdHw4Mz6xvM3lRuux5CcbSc4P5gV8P8AwYtV0j9pSwsYbGS1WHWpI1t5DuaJQWG0nuQO9fbGm2qadqlxp7XnyAgRMBw46g/rXRmnvVF5o8fh3TDzXaX6I+cP2nPizrWo6Bqnwq1MpPb2PiV9SsrkjBjWSLBjHtkk/hXzdbnzrvee7E13PxC1yx1Jte1E3pLy6lIIY5Gy7Zbv6ACuJ01OS+O1etg6ap0rHy2OruvVcn/Wp7D4D0jU9L+HMF6BtS+1BipEgXlEXHfriUnHsK+mf2R9R0aHxdqljd3CPcSiIWlvJMCZAoboueT347V8uajCuneHvDmmLM21tKW5YHnDyOwJx/uqo+gFei/sxWTSftHaKUckDzMbhxxbt2NeHjo+1jNt9zsyvEPDZhTajfVL79P1PvmHQ/COtaLcQ69EbSPziWeME+U4CnPfJ5Hy46Ht1ql4puvC3hrTZtItdVgimuVX7PNf2o83k8KVDEkjrnp+PSt4X0W9snukslFxJd3xlW3d1McWEjG7Ld+OnTiuJ+IEGoL4gmtre0hklNwUadgoJIGMhvbB6AfWvn6dPnlZvTc/TYy5qadjgte1CbwfaXGr2Oo/v7aXEslspwpJAwM496818c/EbxX4k8K39nf+IJ5bVmQG3mQdd6nvzXv3g74deFfHeqSeGtSkuWi8l5PMgcBiV+oPBNcj+1Z8FPDXw3+Go1e1S+kuJby2to1nuVICBCchQo7Iv9a7o1KftlF76Hyme4TFzvWpv3FHVX9T538K682k6pHbM4+zTSgTK/PHQkemP1xXsnhKedjJbl9wiDJIjZ55x+teJaVpNpPf27y2l0okvNszCUbVj46DGc8mvVtF1FIb+WO4jdPMO9UJyQPfkV3SV0cfD1WUbqT0uj0Ww8BX/ibSohDJa2sUTmHzZLgjy9xJycA8decVz3iX4dyxwxvJcIf7PkDGQAt5mWOMHAGOTXo3wQ8Q2badLpU7qltcxDzgrZcgnoc89R29cVd8ReC9Zn0S71TSY1iht8JPNPA0kJLA4HBBU/LuGfQ1wyqSpzZ7+PwtJYadamrStuct8NfB+n+MvC2s+HZ71HlXR57i3eLTTO+6ME4XaGKn5T8wxjuQK8C8N6xaT3j6VrcU8wEjcgtKyDbjOM5IHXr2r6L+EXiDwpY65H8JfEd1fXtlrkrC9TSbp7aBg6Mo80pligcjcR0DHtkjN+L3/BPvxD4B8O33jn4eePdL8RQQvJLJZxqYrgQplvkDEmYhRltg4PUdqUMSoTam7X2Pn6yxmJw8MTTXNy35tvLp1t5HIfCj4bReJNFt5tK0u+mvLLznvNQmuxHAg34hKDG8t1yrDPyk8jFdH4m+GXi3S75PEF4I7qAlBdT2p3mNRwzOjL0weo6d68j8LXGt/A7U7L4qJ4puZpNYhE32O3nCRG3JO2KUc+YSozt425HIPT6KvfjJ4Wu7fQvGXhXXEk0i9neO4gMeHBIUANwShRjgj+LcMHkVdb21OsnHVM2yvEUKlCTmnGUemmq79L+Z9QeD9d+D1po1qug+I4FsFjH2eF2EbMcAb26bj6nuaE1HwrcXD3Da9atHGzMu25XLCvFLS9+33TXTQiRJYj5LqeDnGP0pZoJI1kjyVZSC1eHKmubc+zhiJWskjb8XeEGbxsRYzIba7lZQyE/L5p43DHHLjnpjmsn4x/CW6+D1/p+hal8QvDmpXV46OkGj6xBeGNGL5DtC7iNhs6MQcEeormPGGhQeHPDfiH4hafqN3DdPYyTX0YnJjn8qAKgwfunAHTuqntXwJrXiDUNb1m41rULx3nnlMkr7j1Jr18LRp1otp3t+Z8hnme1sonBOndyu1r0T9P0P1Z0/XIY4Y7e2nhSOYncTcKwOO2c44z0qh478X6F4S0Qanf3DC3M8cTyKynLOcAnJAAH14Ar85fgRfRzeJln8VeKtRstBtg7Xi205/eMVO1QhypJIGcjop56V79+zP+0T450iTUvhVrHhweJtN1kTjQLG81YwFJAfMG071IGAeCT6AZIrN5dCE9ZbE4biyWKpL93yt3S1vb5Wva5wv7bXhObxJ46vfGPgnVI9at7HEN0LFHZcMzlJI2KjzEIDdOQFyRivnU2+oROWe3dQWyPlPvX6iQ/Bnxdb/s0+H/ive+ESl/8AbLuLX72ORX2gShIs+gBLINpPKtnGKxrjSdB1CznN1pdqxMWzbKoLx8g5U9jxj6E13Rx0aUVHl0OSvwtPMH9YVS0patW6/fofmXdRSKVYhsEDOOua9Q/Zl8OX158SbLXbhlhsrJXeWSRscsjIo/EmvqG78HeCom1qbxhp9ksdtpF3Pa3EreWoKwuRjBGWBwQMgkjHevjQ/E7x2UkWPxDMqMNvlqF5XBGOnTBIx711+0+sUfd6nzOYZcsoxEVVfN6K36n2qJBOrIqlX6Hd1quLKCOYNO7sAcAAd6+fP2ffjj8ZvF3xPsNCvdavdZSVWjaxkCHeuwjglTjHXPbFfZ/gX4c2mi21u/ipmv7mV0a4WXBRWPVE4BA56n0/CvFxEFhXaTPVyzLpZpBypOyTtr8n0v3OBi0+PIuJQQpPCjkt7V9P/ArwL4d1fwvD4hu/Ctg81mUtLeKWzQ4kWJGknfI+aUtIYwxyVWIAYy2eW1D4ceEhFDrGmWsFtdRNk24XJQ9hg9T05rD8DfFXxtpOhRf2NrASC8uri5htVQEIskzsvJBJ+Tb1Ncc5+1pvkdj6nKsseWV+atZ32t5ep7B8UPg38Mr/AMF6prPjLRGsbVtPmF7qumkQzLEInL5KY3jaCMMGAz0r8j/F9r8INTuifA3iy9twzsPs2s2O0oMnGJIywbjGcquM9+tfpgnjvxP8SILjwn4q1LzNPvYJILuFYQpaJlIZQQM8g9vevPbj/gn3+zdqsZ1CH4cSpI0p8u4+3ypEwwTyN4GfpXRl+JhhYtVW3cjPsunmcoujGNle99H+B4j+w74M8FeDbK98WeJvFmnre3kqQRO9wFt4oeeTK3ybiecZ42/l7d4s8Q/DvTYP7b/4WbpcsCoQ5mvk+THcYJ3fhXhn7RXgK3/Zoig8ODQUbRdbdgZtOuH85YkwTHksVHzKhJ7g9jXgHxE1PwB4h1Z303Rb6eERIha41OZfM2rj7ittArt9jDFVPaOTszx4ZxHIMOsLKMU4+bvd67W19Tf/AG9v2rPDPxi1iDwL4IbfpOnYDzp92aTABb6cDHcY9yB8zSQwls7cD2Ne7fD74b/AvxDqclj4s8LX1pHJbsLWey1Bjtm/h3+YQNnrgg+hrv8A9rb9jb4Tfsu+HPAd/r+g+Io7jxRpzXl1Dc3SgiIbPmi+Uhslj3I46+ntYethqEFShc8SvXlmXPi3NNaX306LSx8mPpe1N4mx6AjrVdrdgdo6+hr0N4vhlNdyQ2/hjUxbqrtHnVlDkAEjP7ojtUcVj8NGmWWbwlqoAHK/24nP/kCuv2y7HB7Sn1l+f+R7L/wSogaL/goP+ztv6/8AC7PCh4/7DFrX9ilfyI/8Ev8AU/hvP/wUY+AVtNous2j/APC5vDH2aRL+KVfNGq23lhl8pTtL7QSDkAkjpiv67q3wN2pN9zpy6Nozd92FFFFdx6QUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAfyPaPa3djp1qJ0QpHZRDyhITuOwHJwavtqbvC0caxoC2fuZK+w7/AJ1HFsm0rSb5NMCSHR7Yi4fB3ERhT365FIbaZ4t8kuN3ZRy1fLaJn2au4psdAtwZxaQDMjEBPMcbsn36L+PSmwlEk82WJVwMbUbJ+me/16VNBGpCRBljUnhOck++KJ/mk2rcMxX7xTn8BSDqPsCJdQiklcRxBshAucDr0/qaPtZij8rT49pBwXfqfr2H0FO09Znl2SyMn7tztXsNp79aQQNKoKncqcZPyotSax3PY/2Dr2W5/at8IRXUsjzbr8pu42p9gud367B6/rX6deDXIa4UdMKf51+TX7KXiG88LftOeBb/AE6XzJZtejtQxwFCTutvIAO/7uWT+fav1l8EqHuJ0JxlBiv5a8eqE48Q4Wu9nRUfnGpNv8JL8Toyqa+sVYeaf3q2vd+6/lY6LLDTphv2nZ8tcnr+pyak8c0y/OkIjY+uO9U/G/jux0X4m6B4Km8YNby6po+oyLoy2it9raMwFXMn3oyi+bgDhstn7opbtkKIFYE459q/FKmErYanSqTWlSPMtGtOaUeqV9YvVXXS900vTlXhVlKEfsuz9bJ/qVL7ULPSNPuNW1CdYre1gaWeRjgIigsxP0Ar8LvFeuax4j+Js/iTVmkWTU5JdRcNcZYm4L3GDk5PzSkZPXFftZ8d9QbSPgV401VIg5tvCeozBC2NxW1kOM9s4r8G9UkSb4g3sQmO2C7eKLHPyRnYoB+iiv6S8A8JH6nj8R1coR/8BUn+PNr6I+G4qqSWKpRa0S/N6/8ApK/E+0P2StQ0W6+G8NpbrHeXEJk+1RiYM0YLMecEkD0r2eTwv4I1NbG8u7me3uljH2b7LFvMgKAgBSR8o4O7Iz79vkH/AIJ9abJLJ4oTIO6O3XLHt+879u1fVGk6TqFj4ajsbdhNHZacqy3krLkAIDtXIyRwBnBJr9lxUOTENJ/0z38jxLxGX02420t9zt+hh/Fm/wBCvdAbw3pOrafFJbgmdPJ+Z1DDLZBO3pnB5yPwHiXi3xlqHgmzjTRdTnjS7QjdCh+YjHPXPeu41O1kuLqSG4tY7e1SMNM6KEbA6DHJOT6n8MVueDvgr4U+IunnVLk3i3NleIsP2eRApPDd1OcYFbLkoU7S2NMyoVsRhZQou0n/AJo+Wfir4s17xTbadNr+sPd7RKYi6gFQdlVvh1r009w2kTuD5UBe3x94FeSM9/lz+Vdt+158PNC+HXijTfD+kW905k01ppWnuA7AtIygfd44QV5/8PtNtrXXhNHZXfy2e6MNIDukZQD0A4wTXdScXSTR8JTjiMPmihN63SfmeyaI0moaZhwsqu2UBO3BA65NdLq3wy1PWIm1aW+tLcSxiZVFwcygnG1Rg89eOOhrgPDWqWyQJFPlmjcIwycdfboPXive/CmpWuv+CE0u7ZGNu2bZIz8uQQG9xkDv0zWVe8dT7yNLD4yilUVzxfW/B/8AZ+rDXpblIROCOYz8m1upJx15rd+LXha2uv2fH8a2Vw32vStVjgl+z2LISGHBMyjgZBwpbnsO9dP8R/BGsQaRb3F3PBaWN7kob+1ZiVyVJVw20qcdOuVq/wCAtD8E/tJeEdQ+Dut6/f2U+mWqHS9Uu7qQWNvKhfdiJOCzZUYYj5XYg5BxzyxEklK+i39D5+arSxNXCJ7p2W2ttGfMlhe2OvaHLGwlS7jRPKuhGzjKk/KSoO3I7kdR717X4R+Fk1yv/CReEtMutPtZmWKG41W9UvLhB5gKxgrt3cAjrg1z37QP7HPjn4DW9rNp3iXT9W0y/mjtIdUssI8M8pIQzRM26LJ6F8ZA/Csr4MePNP8A2dPGf/CuvFfim7utIuJmW7ld98MUpyFmji6qN3U5yVOcdMbym69FzpO/6nnYarUoYyNHFQa6Nq3yfX70eq/BnwPaeCPjNpT/ABPj2aM8srG6hHmQySbWKLkrkfMRlT1HtX11/wAJD8PU0+SKHxRatIYgIQJgojUDhdvQfSvmLTfiLbWvj+40D+14Z4bu1jl0wpjah2DIyBh85DBs8bgO4rqLJHnt3jNriQyEk5xxivKxfNVcXPsfaYKvGEZRp97een9aHsV6vhnVNJuLNtXt5JLuFokSOYNgkeg5NeaeFPhHqvj3xLN4Mt9c06xe4JlhvdQv44LZQg5JmkKovDAAMQcmsZllUxtFIRjgdjXj/wC1RDJ8IvgYll4U1a8S2uZ47WC3mnLeSGRmcq3U5HHPovpTwkIOXK3qzPM8ZUw+HlX5U1FNvX7tD2H+xLfwV8XG8MzeLNJ1Q6csi3Nxpt9HJAXBdPllQlHHy5BVj1+lehW+sQ3DGymu40iiAwolG4ZGcj6561+Sv22SMF1ncZ44Y816l8MtUa18Aapqev8AjDUxqU0SJ4ctFuGZQRkFznlOmFII6HjGK76+Xxl7yZ8jgeM6lSXJKl3d+b/gfcfePxA8beF9Nvf+Ec1fWYbBrvTria2lunxGNikBc8kuxwFAByT2HNfnf8dvBGtaR4ru/EVhHLe6ZqtzLLbXqwsoX52BV1IBUhgwBPDbSQTzj6l+Hfx4+KHxZ+Eq+BL7whDqHiDRLiJ5dek1YCW2tnA5ZDIAxIRhnacZJPUV7p8c/g/efCfxzZbfCDWOkajZRS2qbgVdxCrSrnAOVdznIBzn61VCUMCrRV+524jDviaN2+VLbTr1XnbrY/Kfyb2NdksTDpnK+9V0ikW8CbWPOFAr9J/FHhvRL/RCItPs/PYsyTCIFiSANrZ6rxn8TXiX7QVh4Y8I/Ae/8T2dvbWfiGPWraGCQSYlIPmE7UyBtIGScHBUdMiu6jjIVpWtY8DH8MVcBQlWdS6XZf8ABOS/Y+8P3ujWmp61qbBDeGNbSIN87hN28/huFe2yot3EBGxVe+OtfGFn8YPiXo88Ooad4tuopoH3xPHtGw4IyOOvzN+Z9a97/ZF8Z/Fn4xPqWi6nqVzeoZYS2oyqgNmMtuOQuSWGcDI5APY1yYrDyu6rasedl/ssVUhQp3u9NtO/c9PtbSBJCH3u7DjsAK3vBum2sXiew+2QmVPtKPLEBn5AQWJ/DNejeDPAvhmxlTT7zSzfOISBJcAFyQR8xKgZ69BjpU3xG8KaH4L8Palq/hVoGe4tTBEEzxJIfLTkcgbnXjPUV5ftoSmorqfWUuHcRSkqkpKy1e/Q9m8DfDzw/B4etNU/4RbTlutTtIri6eOyjHkiRQ4t48j5I0DbAo44yckknxj/AIKGfC34HeDvgBf69400q/0sJeW7WkGisqpcTs7AZjP7vIXcSQFJ9TWpb/GX4h6azWtrr3nx267EcwJwo4AxiofFmi6f+0N4Xl8P/Fsf2jZRzJLHb7SgMuCMnbg9CfxrnoynSxCnKWl+h9Ni40sRgZUacVdqyutD80tT0DwZq2rGHwV41jliZv3Q1O2NrJ9GGWQH6Of6V9pfs0aL8NPhz8L7HQLjx1Y29xJD9ou7ie4ELPMW+YRiTaXXoOOu3Nb+s/8ABPH4Cx2j3Xh/wE9jdmIOpu9QkKhucFQzjjj2r5v+LOq6b8MvHf8AwrDx3o80EGh4eCXSZ22SOwBLnexJyqpjB4zXtVK1LHR5IN6anxtDC1eH6zxNSMddFq7K/wAtD6I8X/FP4VfCmV/E3iHx/ptzawEyqEulaSXg4UKCec9yQPevzu/ac+OEfx6+Jd34qW3MdsrmOxiJ4WMcDH4Afz4zWxrVv4G1m9ZpfC1xLCzkrHNq87kck9S3Wu/+Av7M3wX+OGu6b4FtfDGsRa9qGrRQxQWN8GSWBsbgokYHzBye4wOma7cHTwuEfO22/Q48ZnqzqUaEZJK+i11fq0fLq2scriPkE8DFLNppiAxLn1XHNfQ37UXwP+Cf7Pnxz8RfCZ9D16RtF2RIs16qyicorFZAU4A3EcDPtXmaw/DqaBppPCupFlkVVWPWFHBDZJJhPpXqxxEJq6TPHqctKo4SeqbT36fI4K1tne6jROcuBz9a/Yz/AINGU2f8FHvGv/ZENS/9PGj1+WmnwfDaynN2vhPVS4PyA61Gcf8AkCv1g/4NK77wNe/8FCfG50Wx1S1v1+DF9iK6uY5omiOraTvOVRCrBvLwMEEFumBlxm514WRnDlqYmHK1of0KUUUV6x7gUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAfIX/BeO2ku/+CVPxNgiUFmu/DuAWwDjxDpp61/PJayT2g8y5jSQsTtBJIQfgcfzr+h//gutOLX/AIJcfEa4ZCwTU/DJZR3H/CR6ZkflX88l3bm2u50t9PW2ZpWV1wCTg+xPFeLmSXtl6fqfQZQ37CS8/wBELPdyXqpCGAG3H7pQGP1PYUxDcTQu8cSOqDMv7zHGcck9evQUj2pVl80lwOsa9PxqzGmWLG5RSi8AdFHt2rguem10K8DxxKQ0QYschRwM+4qzZBBDcS3kzMSq/Ki8k7gevQdKgbe7F4GZ/QdvqfSrMSlrOV5pyNsqcEDGcN+fbrUlxEGoXaspsAYkHTZ1H0PU18+/tu3Wl3PiHQvKDNfLZyi8lboV3DYPwGfzr3+WBghneTaCOJJP6DvXh/7Y+m2b6Jp+qLpsj3EN8YGvSw4jMSkKy47kMQfYiunBO2IR5meK+Aa9D0P9lO7mufgjpEJyRHLPGgPTiVm/9mr0v44eOte+G3gfQfG2j6iFu9L1WKaSDruVGAI9gUb9K80/ZCtmufgLDcrKQ9vfyqEx1Vm5P4H+YqH9tfWLe38KeHbT7axN1qLEndhflVc5/wC+hWE4c+O5fNjVZ0sjU1/Kv0R80fGTxEfE3jnUtcNssP8AaGoS3RhTom9y238M074SeH7jxF4x03S7ZctLdID7AsBn65NY3jKa2n8STJZziWNCFEi9Ccc4rrPgpbD/AISK51DzCrWGkXNzGQcYdU+X/wAeI/HFe9P3MK7dj4qb9pX16s9S0W6nluL+6vpihe5TeFnGFyzFjweMHAr7q+G93oGraDp89jbxXFtI0YS6R9w3ZxjK9TnjHrX5u6ciz6Td7ZWBIUdP9oHrX2j+yPoMmofATw9Ebkw7b8ymYEbl23JbI9TxxnivlMxprkUr/wBWPpuGcXKOInTUb3Sf3P8A4J7rc+GPAdpdXOr213Ks2xZLq2eEPDx/fJZdpbjjJA9s15d8ZL7SPEOow6hZazZG1ifYYoIiGV8LxkcN07ccV2vjW3vz4Ya8msUEMk6hEYKzTHruYDB4CjjIxXl8ln5+bnVY0iCyFYI4ioDHncxA4H+ea4cPC7529j7io01sef8Ai/4m+J/D1+fD2l63dW/kOAgROF3Acd/WvJfiHq+oan4uudU1K9ae5JjLTDCksEXnj6V9j2v7NvgzxHo0XiOJ9SV72yDTiO4RQAWUjHy5H3QetfI/xk0HSdO+KmsaBY2dx9ltdWaBSswLFUbZ124zx6V2YapTnN8u/U/Ps6wmNw83Oo7xlJ21vbc2vh74gk1GxF5NIBNHP5UjIuPlIJUkD6EV6loNtc3d1ar5UTS7fLEkj7QNykY9e/WvGvh5bpY6NcSR20yubkFvMfIWNeVzgdTk16h4L1y1TUra5VQWA3gyk44xxweT+VdE1eJ9BktXnwkYzd7r9Tf1X4X32k/8TC6u7dipeNrOOYsw4xkjb0Oeua5zSPC6+FtdNrNfx5ErSFTEcPkbiBzn1r3PWPI8T2FtfgNNdeUEcIwzwBt2kcevFef+P/D+oeDfE63PibULeFtMfzFgNky3B2np8zEFgPlz04rijVktCM0pRwEYTo+6r6nFftYaDD4O1Tw34m0q4cQ6vpazyCKza2j3K2DwAFl5HLYPuSa5LwpB4Z1vXtKu72z1AWzSSC+t7NcSSoQxDI7fIxB7Eg4XjJNfR1z8APB/7ZfhDT/GVn45udF1iC4khuZtdkmu2vY9zMgjQbQqAFcFf777gNvHz98WP2YvHfg/xtJ8L/EWs2dvGbWS+j1GwmWaC6toyQRGynDNu2rtHIPXArTD14z/AHcn7yPGx8cXh6jr8l4Ts1r1svu1+Xqelaf8FvFMOgNpltBDp4ubdZHs7u9ZzuPIJIXhsYB9DnivTv2ONN8L+EvEGtWXxEkNhqyGH+yxcxKyBMuWcNtwecYbPAz748j/AGafjhokpb4U+K9euZLu12po0+oziVpFGQ0JkwMHoVB9xnoK9F+Hnj2TxFpFxo0t9HdX1pOyTyKu3zlzkMFwNoII457HuK56/tlGcJbd/wCvxPey2vh3GnOO73Tto193yPpjUvEHgaW1ii03xJavIH/eM1yPm9Tya5v4i6Xomt+GDZ6XqdvJcQuJd3nAjkFcZGcdfzrzQxrJaRzJAVVEUNzznrVHWvDdj4qtpPD+tNMbW4liMogmMbAq6upBHcMAa8ynCMZq7PeqV6k6TSSbt6HUeFPgfqvjfwze+JB4z0LR00GBmuRrmrwWjSqFaQLGJnXzTjsgbkgdxWR8JLqzg1DUkTULe6UXnlQSxShBIELDIU4Jz+NfLH7eOv6xo+t6X4GbWZ5oDZC5laRsEkswVTjjCjp7Aegr58ttTv7S4iaxvZ45VcGNopCGVuxBHQ17McHCvQVnufC47iurl2YSoOlfl0evX7nsfrRBrFtqEX2y7uo5GIO1I5Rz9e/HpXj/AO0N4r8IeJfAfiTwxdeKorO7tZfsssciF5W3Rtl0RASyLxuJx1AAPb5j0Txl4g8A6J4c1DwT4y1KbxXa3Jl1QPc/JGuSFjDnqMHDA5Gc4r6z+Bmv6x+1X8VvBN7efDO1h0fUoJLbW7mLVfMW+njjZSSN7lAhRmOFGcE9MVlTwtPDz9o3fsd/9tzzOHsIx5XK1+uj322t17H5z+NvBnivwhrc/h/WdJkjlt5CBIAWSTBwdrdCM/iDwcEVjyxXLKVlRuAeCMV+mms+DtV8EeKNS8IeL9Ca0uLaUKYJwv7sN8wzt4OVIP41y3xJ8J6VNAJdP0mzDIiiVIoRiQAYz7E9Se+TXfHMYt2cTyavBk170Kunp/wT88tKtrq4naGBGaQn8K+wfgBpEvhf4Yafo+oOGuVDNcpG2fLLuzqD+BH1rhP2xr/R/AV/4XtfhzcQ2ct9ozzaklvJvbJmYDzM5w3BG3A4UHnIrySw+OnxY8PyyyaV41vYTOgSZkK/OASQOnTJJ+pNa4inLEwSjsfMyhRwGKnSqXbWmlv8z7HurYz/ALzzCBj5dvenWVlC6+RCrFs/Mx45rM/ZhtPHPxZ8C6Xrviye5it4Fk8y+XYrXp3naMBMYHILd8Acda+hvCfgbwVfWz2d9o0CgSEPdOpAXIBAOPr1rw6tSNGXK3e3Y+nweR18ZQjWhJJSSav/AEzi/gRolne+ME0qSyhna7aK0Se4txIlu8sqL5gVgQXRSzrwfmUHtX09a/CzwjLYjw7beCtPa0II8h7SNjMe7OXBLsepJySeSa8C1qKT4feItH0/wtfRwFbue8S4RQSixwuPoTukjGSOK3Lf44fElIwq6xkO20SGBTkd+1clfnmk4Ox9XlVCll9F0qivL+meEf8ABT/wV+z34J8U+H7LV7/XNO1S6srgCG1QXUNrEr4X5JHBwz7uFbAHbjB+S/BXw+0Lxd4utNOtPGtn9hkuVFxKVdZFjzyVjI3McZ4GRnvX6J/ED4DfDj9omex8Q/FPw8+s6gIvKi8uR4yIgxIC7CMH5jXA+Mv2B/hr4YsH1f4ZeEoba6ti0iw32oSMzhTnYT5mQTjAPvXrYbHUadBU23zHzma5HXxeMlWjCPLe/VP8NDpNBuvhfZ+H4dAsfiBp9itvH5EMLXiCQKoGPMQkMD0HIrzr4xftQfDL4EeEdSkbxDY6jqs1v5dhbWk4lIfJw5I4Azg4znjsMmvnXxl8R/CWvQ6qPE2i6gmouPs0dvb3jxw7EYKgUg7lAVBnnkmvM5tE8B6pdM974ReZifleTU5yRz6lq1o4Khz3qNmWJ4sjSh7OPKn83ZbbW0Z5x4w8Qv4x1+78R3gJnu5jI5Y5PX9frWZFYJcEhWII6/Svtf8AZr/YQ+B37RlzdXPh/QvEyW+keH5LzW1tLtHNvIvVhyW8sjOMrnjk182anZ/B6wjljsfDuqSXK3LBf+Jioj8odDnYSW/Svep4qlL3Yp6HztaHJTjVck1K9nrrt5eZ5xNZGEkeZuA7gdKv+ELaRtaQjGAjHP4V1r2vw4ZI2bwpqjGSPc5XWUAHzEd4D6Vb0eT4b6VgReE9VJY/Ow1mMn/0RxVzq3g0kctScHBrmV/n/kf0Rf8ABo2Nv/BN7xsOf+S3al1/7A+j1+pdfmF/wacz+F7n/gnD4tn8LJfIjfGbUvtUV+6MyS/2VpPCsoG5dmw5IBySOwNfp7XoYbShE9XCR5cNFeQUUUVudAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAV+RX/B03a3M2pfAie3C5js/FgJZ8bcvonPvX661+Sv/B0G6nV/ghbPYm4Euj+L8RZHJEmhNnn2BrlxuuGl/XU7MA2sXG39aH5KwXb2QETxqXGMynJJPpzwPypLi4lnka4LAbOdsfyoPqe9NSGT5beCJI0HIQAcfWnRQbJ9zESNj5Xb7q/Svn9Oh9RZ7sSVZ2hWVoUMbkqjbhwRjOFPPfqeKcsgEYigUbwMb88KPapgESEytdg7jzjqT+NQoJwQYyxB6seg+nrQwiWUa1t7GFpSZH3MQuMKOmMnqelLBqWpLMSkzRp2CD+fNEi4ht3+0NuaI4yuT95un/1qia2MTqskhjOclQcu3fHTipNNOVnyJ8eZtHk+N2tT6DGyW329Sm4nltq7jz6tk19r+E7m8vZLG6iBMrRRygsfVQ1fHX7S+nWdj8U1ubLS2txd2UE0r7gVmkIwzDHTkYI9Qa+w/CUPkaFoWpG6IWewjaUgfdYIF2/lj867Me06FN+X+R8/kmmMrp9/1Zy/7UfxW1f4f+ItS0OxuEvNP8R+F5dPngbkKx2uj59V3H8q+ItWl87UmA/hO2voD9q7V7CX43XFhc6iUjtdJi3vI3Aygb5R64Ir56jb7RetKBwzkiuzLaahRT8kePnFeVTFTT6No9K+B+i38i6prlqvy2unsGbcBgMyxtyemBJnPrivb/gHqOnaf420C51y+WKEPK0jS3IChjuABJOMYx+YrxDwPCLT4ZahqQkYNdatFakA9UCNIR78hfyFaKW5mttPMcrHMpJAGOpWuPGx9rVkm/L8Diw1d4WpCaV2rP8AE/Tnw5a6LfSCG+0sIjWx5UnLx7gPwHI+b6Uv2DwD4Ms11Cy1QSWyuyK99AAiHJOUYsCwA4Pygnt1zXO+GdGliu7TV0mKmLTTEsMZH73c0eAR0A+Xr1ql8VrbULQQLc6fAZPsxZYtqMsS5AAznAyB7n2zXysIc0+W+h+s06nPTu0cJ42ihufEc+opqkE7TRiS3+zQlflwMEqcdMEfhXm178YPGeoah5Fp4muY024cPHlWA4PXPrXqdholjfalBaawGM11IizRxOPk3HCqMjr+HHpW18QP2aPBHhnwlqmtQPqTw2VtdXMQe6QKzrFnBwnPKL+VdjnTg1GXyPBznCYvEKMqLso3vr6HxhbapcaZeC+tZMSc7icEHPt3r1rwTqTXa2strIF+0xrIBzgNkhgPoQa8jk0+C5kkb7DcZSH90I5QBuyOuR05Nej+FZYdL07TgkcqxLCFZnbksx3MB9CTXotXPnMhqzhXab0/4KPVdE8PXfiEXNlZ20AMiiVy8uCwXPIx9elU9e+FdzFBLpEuowT/AGtQfNicusfBJH3Rzzj61pfBvxImmeIkuLQoriQLukPPrkAnGOMd+tejat4Vl8RalIvhmGVpJUaVZVQvs2puZmUYLAEEnHauKpKVOZ9liMJQrwdRL3raM8q+Eel2EHiO10zULyExSTRwyo9oJNobjJQ5BGAeCDXm/wAYLEfDz4ya54QuGuJLe3vJIlSSN4sg4PEb42fTA47civVrPxH/AMKu8TzeIb3VSbubfbLDoyGGZSeg3MSV64/Hk4ya7L4j/sIaH8VLq4+Knwu+IVjZG9tBdx6Hrk8jSpI2STLcSkBHPBww++xUdOIWJVOpzTdk/wAz5e2Mx2D/AHWsoPyWmunn6bnhnw98H6T4q1u/02x0fUbue7MH9mWsT+RHA5Y+YJd4yFCgkMpI+XnGRXoWt/B/xhJpcYsTFOtozCG0W5JmVcEBVJGGx6E/jXjGp/DHxZ4a1i98Sa9rV1pdz4U1H7I9lZzeVOtyAWZw/O1Qu35sc7hjPJr3TwP8edL+IXwruNU07XVg8Q6dEP7QSaIMzESDDgfx71+UkAYY9BxWtd1Y8soO6/zHleJpVZzVWLi1drbXuv8AgX+497/ZUvfhrpfwps7a71lLPVgZBrK3EYjcN5hxGDgYGAPl9cmvQ9T1jwdqF8E0/wAQWnksgHNyMj8zXgHh/wAWWvi/SrLVrBVkt3Cl1VslSSM5OBn61qSwt5wkCbRIDs5yMV4teHNVcnu2fZ4fEP2MVFK1jrfjJoNpq8sGq+H7mOXCCNgj5ZirdRx833uR1rE8afBu48O/Dn/hbd98QvDsFpfgmHTH1aBr4ttdgTbBzMoJQ8lP4h6iucn8IW3iLUbXU5b+7t7zT0lFjc20xHl+YUDZXoegIyOCBXxF+0v4t1PxD8XtXtry8d47C8ktrddxwFVjk47ZP6YHavQwVKnV0vtufP59m9XKqXteS/M7LXy19PxP0J+GurR6d4RtnSeETJGS7idTt3MeSO3XvXQ6hqllbadNfNcAukTSSNG4IQBSTgDvxX5V+EbzXrrXorHRtcubRpCBLNHcMgVByxYjsAM/hX0P4B/aB1L4L/FxNf8Ah9ql1qnhZI4k1O21O68sXGD85bBXJyTyuCfrVVMujz/Fuefg+MHXp3lSslZb/jt06nVftjpo/wAYvBulL4L8RwTXssTXUdguS67BIWjlYApE+wbwC2MYyQTgfGd/p+tWt08V5pk8EkZKyRyxFWUj1B6V+ovwd+FHi/4y2fxB1c/C1baa1t7a58N6fDqCzmBXch8MWYOXUM3LDhGxnGK5/SLSxuYIYtU06B3RyzpdJlZMN0I9OMV10sXDDxUFHQzxGQVM5f1mVTlk/L7tL6f5H5o3cU7IWIIIP9K0/BfhzVvE+pW2laTEd0soXc+QB7/lX3R4p8GeHX8QQrfaVbtp8kgWUbQPLJPXcBnH9M18sftB+Mr7wx8b/Evh7wFrKW+lWWqyx2sdm4eNQPlYIx3bhnIznke3FdlLEKtC8dz5rNMmeUKLqyum+i/4J9O6XLaLZQw28okjEY8qUMCrD2pLix3Pullbk5IA7V8j+Hfj/wDGKwnt9GsvG16sBuC6wEIwLM2ScEdycn1zX3P8OPBGr61bDxZ4yt5rVrlB5OlkrsjG0ZZhtHJOSAOgx1ryMRR+q6ye515Zhf7VnKNHS1r38/R+RzNvYQ3CAxAqij7zntXtv7Mfg/QfFUT6Vqug280Uay3ksk9uC9wimKNIdx5EbM7My9G8pQcrkG1Z/DvwNrehgnS7ezk8pTCxBHmHHJ9PTisTTPGHiHwd4s1SPw7qi2sdpa2toVSMHzT+8lPUEABXi4GK4XV9pFqOjR9Rl+TSy/EKrWaa20PfdR+FHhPxDZN/afgmylS3QlBbwJE0Ix/yzZMMh91Ir8xP21dE/Z90f49+KfD3hrxZrMN7a34E8uoWgnhmmKgyDzFIdcNxyrZ9e5+34PjT8R7p0spdXCAgZzAvU9Occdetch4u/Ys+AXxK8QX/AIm8SeBbi/vrpnnvLuG7ljbzW+Yk4YDBJNXgK6ws26rdvL/gnbnmEeZ0IxoxjdPW/wClj44/ZN+HPhi8+Jtv4l8R+K7R7LTlaa3WBmZnlA+XeAMoo5JLY6D619h6xrHw8vdOM9n8StJ3RqsjW6ajEYxkcgMGwD7GvL/jf+zbo/7Nvh27+Jnw28M2f2ewQb4HupHdHJG1xh+cEDgjuPevmHxz4o+HutaRbWtlpeqvcCSSSb7TqTx7CwAJ/dkbicZ56V6Mo08bJVE3bY+doYz/AFaoujUjFN6vV67JW019D179s39r7wPoHw7k+E/gfVIL7UrtmW+urN9yxoTnbnv0GT04xzk4+GLhIJXLxoOT616/oXhL4U6lq0H9v+Crg27Tj7W9vqMvmFMjJXcSN2Oma9q8UfsM/BnRf2VvEH7TVnpHiI6ba6slrpE0l2nkSbmRQrsu7Djcc8jkcDHNethZ4XCQ5I3uzycRjpZ1UlWUk+Vba6Ja9j41j01Jk8xZSo9SO9QyWxQ4LZ9D616HqKfCeBo49F8NaqymJfOafU1X5/4toEZ49M1Fc6f8NTNJAvhXVtqSkK51pOcH08iu9Vo9meZz07/F+f8AkYfgS2cW87sOC4Ax9P8A69f2Tf8ABM3/AJRv/s+/9kR8Kf8Apnta/kJ0zUPhtYp9mXwrq6RgcNHrERIPrzBzX9f3/BOP+yv+HenwH/sKSd7H/hTPhf7G9yoEjRf2TbbC4XgNtxkDjNaYRuVaTsbYFXrzmnpY9mooor0T1Qr+ez/gsX4e1XxL/wAFavjLpOnQRs8l1oTxiWQKG2+HdKzz6AE1/QnX883/AAWa1u80b/grJ8Y3stSMMjXWiqmwDcpbw3pYzz9a8/Mv93XqenlV/rLt2f6Hyn4r0W88Las+kX0scksaK22A/KoIzgk1kyGWSVXnYgnGVDD8v/rU6+vb7UL557++eaZny00r5Yn3J5J/SopI2jKyJKuT1+XG3/HNeMke/d21LX2ZEImQmPJGQBnH4+tSWlu91eqGDcSqBhuTz34qBZJBH5izBiAchm7+/wDhVvSji8gllkbckgcgPgcc/N/hSdy1ZA1z9oZolU4aQkrGMADOTn/OazfGZu7jwtfW+iWJnuPskn2dM/OWAyu0AYzuxirVzMxPyzt0wAEwPwrC+It1qWn+AtSudP1D7K62+FuFY7oiTw+R0x19qIp8yJxEksPJ+TPnD4Jahf3fx30vU9TaSS4bUiZ2kJLFjkEn3r7Yvbm10+Wz1Zo8RCHfLuOMbCc/T7uK+ZdD8AeH7P8Aaf8AD+jaDrFtLDcaTFcyXVtLvEkqwlixA6Fiucd85717b8X/ABVZxfs/674v0a5DxR2MkKsy4KSO3ljGefvE10Y1qrVp26pfieJk7eGoVXJ7Xf3I+HNfvvt+pXDoflkuXcY92NO0+InCDqTgYqnGN8mSO9b/AIMtYrvxLp9vO4VHvIw7EcAbhmvel7kfQ+QlrKx6j4p8PXQ1qytooMw22k2qI24dPKBzjr1Negfs03+kaN+0Rptxrl9HBEs8sABHJdo2RR/30QKzPGcc+leNJbGKyike2SO3MiJt5RFT/wBlroPDPw9M/wASbi+OhRAQ3Usm5HLMOSFIUHJwSDgCvlqk+eDT6o9HCQqLGxlFaqa/M+tLr4waZFpq6N4PtZLnczBbsgYRy3VUI+YAYHzenA71xPxYm1vw/qq6bfXsqzRxK83yMCxcBjuDKCpwff2NM+GcUGlaDBa3tpcwPGfN2JIVaQHnJfOBnnPf61Z+PI03VfEMl9pGLaN0iQ20k7P5UgQBgWI5OcnAJHpXn06cYTskfpKrSdNa9vI9B/Ynbwdqnxlt4PHF0bfSxpUguZA+0KQy4yT9ccZrtP2jdL+FnxduptB1KzsrrTobhXtoo7kALtDKpBQg5wfxr5lNtqdh4aA+yRSrJGjRgrhuuQQwPIGDwR+Nc1ZeEtfunnurC3tJXhmRtktxyv3uxPPOKiMIxxirPW3Q8POMfNweEjH4luerRfsi/DO88TWcfhC8j0Z9rNG105nR5ONu0OSA3AALZUZyR3HLfF34LeE9Du4vDmj61LdXsEzC/vGXDMxUZU4wF2sMfLxx+Nd1+y68s13rPgXxFp0dhquoSLcC7iuF+zLblSrgqBhDuCMDnHXI4qHT/A2t6trMumaVp0kl+JmKbwSknf5Gzhm7gdfanWxE/buSdl2OfCUlTy6EYR953u+t0+3c8P8AD+vap4U1aXw3rjXcM8IAEkK/OR6+4xgin+K/2jNS8L2EnhSPWbuSwubhZJrS+G8uR/E0asAPQZJPJx3rd+O+j3fgDx9pmt6tZwxxkCMTW8gIaQnaQT0PBHP0ryL4n/Bj4iQ6zdeJ9O0FrqyvJmniaCZHkIbBOUB3cFvTtXbFwqRTdtR4/E5hQw3LSXM1o9G9LdfyO70v49fCZYYNQRTpl/Epkj+z2zlQ4PBGM4yR6VvfD/QfHz6p/wAJbPfX0iwX63C6YjqrzwsCzCMEbc5OeQc5OOa+YZoHgdbaWN0cSlCJFIIPHH1zmv0Q+GOp2Gj+H4BqVvDJstkWJtmWUjB/Doa8/MqywVJOMb37l8O4WnxFVlDExjFQS+FW1d97ddP8zjf2jPhr8HP2p9N03xz8OPi5oPhTXdD0dbC58F+JoDa+XHHkp5bxx4kIHBLfMxx9K+YdG1zUfg9dTQeLHfy5pozJYRy4S6VXLCRSOmCowRnrzX0n8d9D8IeILt9Vbw/HPe3syIl0crJjnkgHtjr+FeQeLvhlrH2ePT78Ra3pcDBwksX76AdyuDkA8jPP0rfA14VaCu9Oz/z/AMwzzLpU8Q402lNa3Wz9V0+Wh7N8CfitD8X4r3xHZa7DHDazqP7FE6mRYyqqhCbNyBQi87iGZnP1s/EH9oDw74O1WPwvb2p1HUXy00MT7Vt1/wBtufm/2fzxXzr4J8Cy+CLy+13wNqtxLdmZEMqymGa1hb73AIz6H6cDvWt4Z8Iay2jal400+7S8kgMcckt0q5EkpLbvmJ3HEbZ/3qmrh6PteZ7dEclDMcxo0I0ZwtNttvfTy/rQ7b4ofHc6v8NtT0xLGW2uJNOuAyNIWFwX8vGAq/KFQSElm53DHSvkWZkYlen0r3vxLc6tp2gza54j8P213YpEEmhWVI2cNheCuSOT6V5FaaLpHijxNbaPo9pcWwvLxIYhJcLJs3MAP4VzjNduGiow0R8txDKpicTC8ru2iej1f3FC18Q6va6fFplrfNDDGzFBGoUknqSRyfSuu+Bng/VfiL8Q7XRYtRkjLhmluVXc0a45blhnjJxnJ6DJ4rob39mbQ7VhDF42uWkH3wbFSAfTh62PCvg62+EWnXV/pV3dXt3LIPOuIkEfkwhTn5cknk8n2HvRKtTkmo7nn4LB1amNhCrqk9rrW3Ran29+zx8XPiH8Rfgtb/sufDqxi1Pw/wCHtKSXxHqV9IsIhs2mMkNyqbTJvEkh34ZlCuhbaFLVy2vacmkyl13PmNclifmbocVxnh7x54n8IoPCOreGdVs/D3xI0W0XTpdJ05Ir65RNhi+zSMMMpmjRHxkttIGCK7fxFDeR+ZbbMFRtw53H8/WvPrqKafU/XsDGpCioO1kla3p+Z5F+0T/wlGq/DbWtM0XTpLuaaIRxwWcBd3BYA4CjPTNfJH/CoPil5waL4da4c/w/2TN/8TX6JfBm/iHxRj8PNFEbhtOlucseI1DKij6ksT+Fe42L3d3diO3hVhH98EdKSx8sIuXlv1ODH8NUs7re2lVcbe7a1/Pv5n5zfsGfB/x7pn7QVnqviLwXqdjbw2dw6zXlhJHGW8sjG5gBnnp3r7yi0CS5vElt3AkDD7wyCQa6ZdNn2SXtzFlFflCenHXFW7L+zbC3a/ECBlQCG3Y9Ce+cZz7V5uLxMsTU57W6HqZTkcMpwzoxlzXd7vTol+hyvidrHS9Fv9ckkMgsrOW5ndvSOMsR/wCO1y3gfwDaWvh7Sre+l8uW102BJA/YiMZz+OeKo+Itdv8A4weOYvhJoc09vok0sieI9YhhYwhF5e1WXAHmN9044GeckYr0bxda+FJJY18PQzoiwuJ0afcGkxgMKnllSpqL3ev+X6hUlCrWbjqo6fPr+hjeHtDt73W4LHRriG3eSUhrkvtVBg5JzjgjiuuubvwnfOvhzxH4s0pXs5/sxnTUUWPG3dkgkdCcGuTb4XW3i2xfw3qWnpdW1/Hsa3Yn96D+uR6joRXzt+07+xL40+BVhP4u8F6n/behSP8A6QtvuebT29JMgbk/2h07+p0oUqVafK5WZNWpUo0+ZRujN/4KteJPDr3fhLwp4e12z1GG3huXu7vTrlXDudgCnaSFxjp3BFfMnhf4dwar4F1LxtL4t061aw2iOwuLlfOnBOMqufXt35rZ+MMTSeDtF/tJGtryW6uGtYpIiouYtsal1Y8E7lx78+lea3CXEBNtMjo6nDI2QVPpivfpUfZ0lFM/IuIqnPnFSc43TtZX8l+RsS+IorKARacMsfvSsOM+wrN+KPxD8XeMrXRNF8SazLdW+kaeYrASnJRWkZiM/kPooqG0s7i8nW2tYnldjhURSST7CtT4yfCzXPAz6Xd38MnlT2apPMF+WOcElo898AjnvziumioKoebgqVVQnKCfLZX+/S5x2kxkyyMIgQsDlsjp8uM/rTfKZ34wcngniu1/Z3+FNz8YfHkngewhmknudOl8gW6FmEmVVDgct87KMD1rP8S/C3x34Y1W60jU/DN35lqx8ySGBpIyvZg6ggqfWur2sPaON9T0PqeJ+rKuo3g21fzR6X/wTJUr/wAFJ/2fAWDH/hePhMZH/YYta/sRr+Qn/gl34I8Qax/wUi+AtxoWh3kkVn8ZfC9xeM8WFhSPVbZ3JbpgAE+p6V/XtXpYKScWd+XwlGm21o2FFFFdp6AUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAfyi/DHwHr/i7wXZvZR26i3tY0kaeXGzKKV4HJJyaxrqSa3uHhjbzHVypccKSDjIz/OrHhPxNq9j4DgsNM12WLdZwGQwNtyoTBBI579qzELzEkuM4wwP8X4elfLWu2fZ+8t9iSFA1wRKS+f4d+B9anSD7OcJKw+TgBcfh9Kq7XhnKpOMH+IDBb39qnLzLgRyBgx4+boPahhHuWLCIpFLdumcQHIz8oyQOn4/SneckxDyhyqLjKjjJ6AZ4zTrRkjhuJPMJLRqpLHK/eB+Ud+lUpneR9ondsnncNtSaxa2PSv2SNG0rxL+1z8PIdaskayg1uW4eQXDLtmitJpYMkYz/AKRHBhe5wpyDiv1c8GELcyEjIKjP51+J0Xi/X/AvxP8ABnijSPF8GkS6drsV5byTIGjuHjZSsJDAqcnkZH8ORyBX7O/BvxE/i3wZp/ji90iXTH1HS7a7l06diz2xljDmJjgZKk7ScDp0FfzV4+5biY4vBY9yvTlBwtfaUZOV7f3lK11/Kr9C8qrxeOq0rbWd++mq9Fp97ts7eGfEv4h6Z4i/4KIeFvD1h4X1C1m0jQ7+zub6/t3hW6zDO4aEMcSRqQQHAGSzckAV7aTuNeSeHPCfi7xf+2J40+IHxH1S2vR4Tjj03wrHaxYit4LlWl+9tGZVj+V+Sd0zjptr1tBlq/M+NamHjVwGFpf8ucNSi9XJXlzVbptK941F0snotEXlik41Zu3vTk/yTv2aaafp13fkH7fXiq48I/sl+LbqzYiS+gttNGAOVurmK3cc/wCxI9filpWk3x1u61O5twpZppCdwPZienSv15/4KpSzr+ztpUEMkah/GVq8gkTduWK2up8D3zED+Ffll4TgmvdUuNMTSoikltcZH3Q2Inx+tf0F4JYZYbg6VVWvUqSbfWyUYpfLlb+Z8hxI51czStskv126b/gj1P8AYS8R+E9Dh8SxeINYSJ5I4JkRUJIRSyk8Dn5nX8/rX0ZN4+1D4g6tD4W8L6fNbxS/L57L5jPEB91ggO3gc7c18pfCX4eSWlvc3SaEA00kcSi3csWAb5lJBO0HI5Ppivpv4aanothqtldarYXEsSIUubVLhoVQBTuJOSTjk5UfrxX6fiIQlUc92e9kM6tPARjLTt97PPte1u7PiNknuXaMzH91/DweCDgE4A9K+nf2Kb/4b2Pw48S+IfGV5El5bXxbSobiVUSRiq54PXGeh6nFfLPizTDJ4iVLW8STdKChLnnLcYyAcc9xUfjC11Q2SafJaRbgjqZVBjKjI4IBIzlc5GM+lZ4qkqlPlvY7sTjpYOg6qjzNafee3/GD4W/CP4u68Nb8UaRBdzxx+Uksd2VbZvYgfIwBGWNcX4d/ZD8Evd6ld6J4tGk2sWPtEDIJJ0twBuId8/KMAkL83OckdPKtN8J+MIII77R9N064M0LpmSYNn5mBGCeDjGPwNe7eA0tvF37P4sdNt2s7jRYRDe2890G+0XCybG8tuOChQ7eTx1wKupW5cNGENLW1Pm8BFV8wqYipG7abS8/J+h4h8QvhnYHWZ7rwG0oWCJGgiQffZeGAycnIGazPDHj3OnPDcXOowPGSJEskzk9upGOO5r2vQPh9r2s2rXujab+4iQfazdjYy+mc9FJAA7EkDPNeG6xpE2nePNd8AXFuLe41aKVIFjYbShGFP0w3NaUK3PFxlrY9KlLEU/eWnN5aX6f5FXxH+1A15fW2jeKphqlnp8Xlw29yDNsXOdoYEBfXgEZPrmrh+LHgfXop/D/w9u5o9R1FTbfZVtm+cdSASCDjbxXj/jL4SfEPwaZG17w5IsCjMk9tIsyIMZ5KEgde9Xv2eY/N+NmhqPlKys53DniJjmtZwpxpua6K/keDSx+Pq4xUK9NJzaWsfeSbto9z6V+At7qXwo1/T/HnxCsr/X9OEaNeWoCym0mV9yyyI6tuVSFcAAcjBrmf2pv2cvBeu6pq3xr+Bvx18O+IbLWL1rp9En3QalbvI2WiERQJkEnkYAA4r6E0vxFpVjon2e6t0Wd1YPLDHliCMd+vQ14N8SPh/wCF9Q8QCw0DS49NmCNLLeWuTtbccDbnHPp27V4+Ax3tq7v7vpqrf12PsszyHC5dgUoaxfqmm9NP8nouh5V8OPjfD8H9Vs7PXUa7ubFJhawTOSLGVjjBHdcqGK/l6V9RfDPxEus+BbTxZ/wk8Wow3VspR1uFkNttAVlkdVXLHG455BJGTivmfxp8MbrVJ5JPGsMcu6IxQa3aQbpF9C+ODjBGMZwTzxUWj+HdV8I+DU0LQdYnj0y9j3X13b3DbZ5N4G10DDscemPWvUxFKnVhdM+TwtTH5ZXcmuemk7dGvVf0l0PcPEH7TOhz6rcaN4X0tr1LZhHJqAfbG755CDHI968k/a1+K8fjjwda2NrBJFH/AGgrNbSuWMAEKgZYKqks4kbAzgECpYPCviDwpoGmX2nR28sWps8wlkVNzor+WBhiccoT+Ncr8UrmPStISx8aeGEnN4S1tLbXSxNE6gcnCsG+9jBHepw9OnCouRGOaYzFV8umqsrXWummtrLS544+x2BPY9BWndeJ9dvmxNqbqNqqEj+RQAMAYXA4Fbnw5+G9h8R/EEulR3s9lFDbNPJKSshVQyrj+H+91rrJv2bNF84raeNbhlH8T6eOfyeu6pUpwdpHwyoYhU+aL0fnv8jR/Zf8CvrL3HjXU9als7TTby3bdFBvE0hkUJGQGBwScbsEDv2B/QnxN8WPid+1b4Gt/in4h0WC38KafdyW+i6lJcqZpbksn2qAKirhcsHQPhihGN+1mHxL8LIrfwD4g8PeDtMtLm5t57qOIylAy3F0zHGU7YYrgdeK91+H/i/xdqNzb/A7x1oOrWGqeCru6uILGztFto4hKu2b7cpAcsCsSpwAM7Tzg1xVlGabe3Q/SuGsNLDYZcqWtrve++qd7eRoarG+ls8EKgMpbaZCeMdM186fthaJ438W6ZpFjo3hu9v0SeR5xY2byeWcADO0H1avozX0vJV4RTyTgrzXYfs46pb6hpWsPaxxEWOo/ZpJM5MhVFZiPbLkfhXHCq6H7xK9j6HHYFZlQeFlLl5uvpr+h+ZUXwd+KrFo4/hzrjA/9Qmbj/x2vsD/AIJqfDbxR4U8LeIrzxP4fvdPmlvYFSO9tmiYqEY5AYAkc9a+xLZb26tpbhYFZD91gOetINNW2jiOoW3miXbgbuntx2/wrPFZlLEUnDlscGXcH0cuxkcRGq5Wvpa26t3Oe0fQmtrtruOcpEqnzCBlgCR3rE+KGmW02ladpsCEi916zhTB5OyTz2P/AHzA1d34k1XRvDfhi4u7meEL5TS3M8kgQQoOTk4xgeprzf4W3E3xb8fzeOfGMN7aeHvDxJ0exmha3OoSSxsjXALAHYEZlGRk7s8dK4KMZN+0ey/Poe3i+SnD2b3l+XX8DStPCWkWsEl/PcJ83VZAcE57Vu+BNDNxcz3lhqtnYW9pGsrtdzYSQjPr6DNRa9pek3upzQ6T5ot5J1FuJHyUTB4OKzfEX7NOj/G3SW8L+IAIPJDPHfrKVayOPvZx0OOQeDQuVv3nYxSa+FHaJfeAPEVyus6j430qxl8pZ2e51KMrk/eCgtx/QV+av7d/iTT/ABP+034kuNOlRrWKaGKza2nDxsqxKCwYfez1B969A/aD/Z3+Jn7O/iGHQ9XVdS0+Rs6fq9pE3kXS54U5GVf1U/hmvCfjXZb/AB7LBarJ9risrcX9m0RR7eRYUDLtI6AAH2yc17eCwsafvxle6PieL61WtgFDls1JX+5kniHwBZ+D/Cmk+JpvF+m3R1LcZrK1uFklt8dmwfp+PHasRPGWo6dewy6DcvaSQyK0MyNiRWB4II6VgyszkZY4HU5rX8DeD9T8Z+I7bRtNiY+ZIPMm2kiJByzH6DP16Cu5RSV5H50oKrWj7ONnpZLv/wAE574j+L9d8feOtU8WeJrtri9vLxmnkIxnBwPyAA/CqNsjDSnkKAAzqAwX0U8frWn8R/B+oeDvGV/o+owyRATtJbGQY8yJiSjfiD+eRXZfCr4BeIfin8Jdc8VeFrCWe50a8ViAMI0e1QyknhTuePBPUnHUiu11IU6ab0Wh7dPC4rF4mVOKbnq7dXbV/P8AM82SFiSQVGBnJOK/VD/g0PGP+Ckvjf8A7IfqWT/3GNGr8x5/B/iGxYS6r4c1CKEOVdmtXXkdQCRjNfqd/wAGjvg7xDY/8FBPG3imbSLlNNPwZ1C3ju5o9qtI2raSwUZ6/KjHjIGPcV00ZL20dRYWlU+sR91n9DdFFFewe8FFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAHx9/wXrSST/glL8TUiQsxvfDeFHf/AIqLTK/BTUPAmu/8IufGUklrFbGESiQy7ncHAIAHTk4r97P+C9D7P+CU/wATHEoTF94bO89v+Ki0yv5/PEHibWb3RraxGsytbRgqbcHCMwYtnaOvXjPArxcy/jx9P1Pfyrm+ru3f9EZTzSsDFErKuOWYgH/PtSW0CToUYFjn7xOdvtio44/NHMwVTk5+9j/69LbF1OxpQoB6A4A+v+FcFrHqbssMrxxlEct8/wB08DHr9asov2GzU4+/OcMxz0A6enX61VjeYyCNpBgDJYtVuSRYtOjjSVwTI7AsAz87R9AOKTRaaQiTRhzPKr5Y/KWOMjpnnoK+e/2xbrXodSsbf7M8Wm3UQbMZPlySqSOc9WCkfgfevdwXeTcsmdo+XfwPy715d8YtCsfE8vitfEmv24bStASTTbC4n2Yl3AtKme+FC++cVvhWoVk2eZnSc8Jyrdv/AIJ1/wCxcY5/hCtjLG2fNuNhHc/e/p+lcX+3TrMMeheGNL2qJkubuZgD2xEo+nINdv8AsljTNC+Fug/a9R2zay87wqFPyshZSM9PuivGP259Vmn+M50CQADTNPijZF6BmG8/owrTDx58yfld/ocOJqcmQqPflX6/kjxyANLMZCcknNelfBvTpJ9K8SXsCbpE0pY0GQOHlQHrXnVouAOK9s+BOmxxfC7X9ZHlOzXMVu0Tx5OCVcfQfu2/KvRx0uTDt+h8tTTlUduz/Iq2GlTadoMzzxhN8kakkg9dx/pX2V+yh4/8FeHfgtoZm1Iz3lrLPH5MCcmXez4yeAAHQk/lk18zaXpE3iDwpcQSaNEyw3cGFL7cfLKT/KvWvg74Pfw5FpkjaIwWIPNMIslBuI+fOcMdrAYByO/WvmsTatDlkfQcPe0pYxSS0a637o901bxTr3jPStR8Q29q1pZ6dEG8nazLvY7Q28Kcn03YHXGK80sNYmkvZ4rq4eQiMohcfdz2x9a9KtL3Q28Fazps6TmW5ij+zXkl0wWNy+dojGTyA33vxxivLdP0u7fxBK1pIkhRWJBAfgYzlSRn6cVz0oqMWkrWPuZVHJ73ufanhXWPhj4f/Zr0CWG/hOu32not7HPcJuiUKCMA9CfzxgV8+eNf2dPgj4s1m98RXPh1WvLqaSd5ra9cEyEliSA2M55xivH/ABvZ6nqN66/Z4YirjL+YwVztAJwenTpnjFLbaF4s8NXQuptAsZ7G1vkurjybsB2VGz8r8kZHHHB96jBcmFcm9eY+PzbGVMymoONlB9Op6RafsveCfCPg2LxFqnjKOfToz8lhDCF3z5xskbG9m2/NnIXjjHSvGfEnhHUPB/meJNFaWW2jlZZkK8KufkJAJ4xge5r6Y+LGn2niHQtI8XaOszWN0WEFlndPFCNvlllGNx2tjIGOOOlcj4k+F/iefwTd3selQPaz2z/YhK2C7gdMHncCBnuMj1qKOInGXvPc9epTaqqFGNkrWt/X4Hk8PxROlabFrVlqupxSQFXh+YLEhHQlj0GfasFP2mfD3ibxFcaj8QoBfvM7F714HMq4H3txbLk474qhN4W1b4jeCJvBXhm3D3ul3wdoJZ0Rc4ORuYgDG4kZPavLPEPgvxX4Tuki8TaHcW3zgI+3ckmewYZB4969FwpzbR5GZ5hmFKcWoJw0d2rq/btoe3yeMoPiHDBofws1a78i1nWe5EMRQw7/AJTyw4BAPIP1r2z4Na14D8EaFrXw1+OGoXlrZ+IbK4srbxmtolzFaQyjlQCjMhJEZY5yNnHXNeC/sJBk8Qa5dIU+WKBSGBx1fI/SvqfxpqHhnXfC8vh650uJ4njXzrcx4jfaMHPQjkE5HNeJjsWsPiVR5dO63PosiymlmeB+vysqmtlb3dG1bfb8V0Pkn43/ALNF98JNThm8IfE/w54v0pw0kWoeHrh2kRB0eRWUFPYDJ4rT+Fv7S+l6RqEnhl9QH2y9vrdLjW57ry1kjjKgAsQwXJVAzYOVB9edzXvAUNxqt3qfgmZdHa3mZIVUkxy46k56D8K828U/CLTr2QnxDbJpF61yJJJbWDENwpwDzk47nI45PFexCUK1Nczv/XY+ZxuFxNKs54PRp2avp8n/AJ6n19qfiPTPA/h7+0vEfiOKa3t490upYGy4GBhlCgAkjsBya87tf2n9P1O9i1KDwjdGxWXfs+0KssqZGD90hc59DXj+uaXr0q2/hjUNRuLews3K6ZZidpYimF2soLcZyffn8K2dY8O+L/C+szeEIrK0P2NFhwPK5ZQoZsnk5IJ/GuJYenCWurO15ni6kuXlcVFJd3f+tjzj9qPxlJ4w8dWt9LOJvK0uFPOwwDtg78bgDjfuxxXm+mX1xpmox6lZOBNEcxsyBgp9cHiu++LV7o7X/wDY2r+GWi1K1UK91bXqhWVhuAKbCOM5yD3NHw3+Cel+OtCn8RXmvz2MMV0YY1WFZC5Cq3qP7wr1ItRpXeiPz7G0q1fMKkoyu7t9rW9bHFSazqt98txqUjjP3Xc4/LpX1r+xJ4hP7MmpaJ8edT1S7aY2N2kGmwwgFoXURSSI53BX/e4UMnU5wRjPi9t+zjosVwk03i64eBZVMifYQGZc8jO/AOO9ev8Awtm8UeI77W/CXhHwpe3V9ZaYbqxtUtvtHl2sUiu7rwcKFAYt0AQk9OMKlSM17up63DmDnUxnPPVq1tb213ave3Q+qvi9ZfE7xjdJ8SvjFpNrYa1r1mt0LawnEnnQ7EMFx8vy4eMj7pIBBU4YMB5drl1c20LR2ioSCA2ecjrxmtHwp8Rbz4x2lz8TbqDUBeywW9hqHyJHpyPbp5aLaxr90CMRlg3IJ9CKzfEbvbiS+vSiwwoXlbbjCKMn8SBXnzUY1Won6lTc/ZpyPkn9pnwN8RfFnxTu7+x8GardwLBHHDc22myOjYXJwVGOpNefx/Bn4s3EapH8NtdbBGMaTNk/+O1+rfwp1IXPw30fV47eOJbyxjlCLyVLjfg/99V1EtlqMtpCjwBSzcMvGOner/tWVJcnLt5nz1bgqhjajrus7yfNsuuvc8R/ZP8ABd74e/Z68OaRq1lLbzNYlpoZUKOrl2OGBGQR6GvUdL0YWdi6Xc5EUj5RUGNxGOv5VvLp9vFcm0uYAJAD++PO3J6+hP8AhWH8W/HmjeBtGjmEe8o3l2sUCl5bqYr9xI1XLMeeBwBycAE1403OtVdup9TRwkMDhYwb0gkr+iscn4m0WDUfiPbWbqVW00GWWQg8Dz50Rf0t3rRPhnRNJto0kkjclsqr5DD8ulP+COhW1z4cu/iV8UzdHWfEQAjsd3ltpsURcRRFT1I3Mx7Zb2q0NA/tGZRACzpHuYsxO47j/wDrrWdoy5b7f0/xOKFptztu/wDhvwN7wlH/AMI1oieJL/XbCC1lm+zraXF0FkCs2PlJPHUnJxS63qXw28P+HdS8Uf8ACZ6Q0kVtMF0+bU4zJOyg7QCGzz2AHNeffE79iKz+OelP4k03W7fR9YhUJbX0zOY7tgOI3VQc4xjcOR7jivkjWPA/xB+H3xP/AOER8YeGriK5tLgG5j8ksPLU5aVCPvJgE7vSunDYalX1U9eqMcViKlFWcNOjPC3hbxV4rMct4kUt3dMJJriYJGmWPJJ6ACtjxz4Y034ceKJPD/8AwkdpqqxRq0c9g4ZWJGcZBOMd65fUreJbye60u4NxZrMRHcqCMjJxkHlSR2NUWyzlixHpzXu8jvqfhtRL3ozXvX3/AK3v3Oo0D4s+M/B95dax4T1d7KU6fPCRCfvI8ZUg+uM5+oFeaE72LkZJPccV6Z4B+FuueOtO1OeztpAkNi6wtsP76dgQkY+p5J6AD3Fec3NhNZzta3itHLG5SSNxypB6Y9c5rqw6gr2O+jTrQwsbpqLbt26XsWLuNlgt0ZAp8gHAHUEk5qEQsqbtwAJxjPJ/CvUvFv7Oni+y+FXh34p6JotzPZajZKLkLGSRIAG3IP4l2PHkD7pIzwRXBTeF9Xs2MOq6JfwSOoMIa2ZSSenBAyDWkKsJrRnViMHicNJKpFq6TXmmtD+hv/g0Q/5RteN+Mf8AF8NS/wDTPo1fqjX5gf8ABpn4W8QeFf8Agm/4th8Q6XNaPd/GbUbi3SddrNEdJ0hQ2OoyUbr6Zr9P69rDtOjFo9nDxlChFSVnYKKKK2NgooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAr8kv+DoCCefxl+z5FEow9t4tRmJAChn0Nep+tfrbX5H/APB0RdvZeJ/gFOlyIyLLxdjIzn59Drlxv+6y/rqduXf75D5/kz8uvGvgnWfBsME+sNBH9oYgQQPvbIGck9O/4VzU0k8yfP8AIqngbhz/AJ9av+L9e1bWtUafUtVluFOTEsr8Ip5wOyj17n3rNaFjEXMoLDGBt+9+PtXgJH0vvJWe5PFbJJGJFBBA+8fmLf4U5keVkh3swKcsTyD7cVFbtIy4+0c8Y54/D/GpYWeVW85yB0Ajbn8O1DKjZItTTfZGSHBUrbr93ljkZ/Hr9Kb5iQRmNYd0nGVlbA3enHJNLqsw80IJioVEUhVz0UDk9zVOL7ScyRSDcecseeP5VNjS6cT5P+Oc2uv8UrvTtbiljFtOVtIpCcLETlduf4SDkfWvsvwk6XXw5sLpYj5kcEGQemCn/wBj+lfL3xe0HTbrwfp3jO4163vNWuPE08Nxun/fQxcBYivooUfTcB3r6p8EW+n2lq/guyvvOuNNtYRIrJgMm0sDz14z+VdWNmnQh5X/AEPncni44uo297fjdnyF+2DrUF/8ctVFpjEVrbQNg55WBAf1rzSwjwc1p/EjXG8TeP8AWNcdt32rUZXU/wCzvOP0xVG1TgDFe1Rh7OhGPkj5nGVPa15z7tv8T1HQNEuZPhLpgtYd/wBp1W4kkywHKqigc+xrWS1Wxl023uZUhUfOWfsN5H9K24NOXSfhf4YihhhnE9u9wP3fILbUPPrmM1ry+DrjxSmkTtosLvPbFAzzbefOkHqOwr5+tVvUk3tdjVKbnaK1sv0PszTPi94O0fTRceH9+oy3FrDII0OxPLZdwJOM5IKnA9OSKwPH+oeIpvDNv4mv5pIxqMrCBfJKlETHAG0KwyeoOeDkVxnwu0mLRbq4E+nzQQyqsUUux/lwowijIIABPJ479Dmu6+JFxo+peA9NtLVJbe5tjOZnmuzI06EgK2ACqgEMOufwryI0oQmrI/UKVaboK7s+3zOc+F2pJeeK9GjvJGctrNuZXzyw3gE5PAr64/aHvPhFc6b/AMIL4YurS60+ayZLrdcIWlMkeHDdCB2HoK+LPCtjqFrBLewrDJGJDu3LuH3c4zkFTjuM9+K5+fw9q+s6sscFtbo7RMFgmuCvIU4HOPT86zq0YyxEZ3+E87MsynhqapRjfnT17dD1HxJ+yj8FrqAtommCwmeZAblLuR41GQeV3HIOO2D7iq3xQ/Z68JeBPD7W174qXUtQubb/AIl3kQKqRRDGx0VQBhsEfMd3ynPNZXwSudT8HfEnTLvxf4ej+zSQSWdhLp1wquk7AmNmGDvAcDOecHg8V6B8TfB8tv48mt2JuRPGrxTW+WjVmCsVbH3ACcYPvmtsTiJTrJx0Vjycsoxo4CTUbzbtd9unqfO1xb6l8N9YhS4Mz2N026CYDleOQD6g4rW1P476p8PYX1fRvEGpwyy27RyG4fYrKRyqgHc2c4PQYzniux/aL+G/iXRPBK3Wt6TAGt5laby3G+OL1HoPukexB5rxf4ifD7xb8UdMsfHHhCwW6hWyWKUNcxowIbjaCw3Z3Hp6V0U5xrU1KR1V62Pw+Faoq8kk0ra2v+hsaH8e/hlqFq//AAlenpDOWXN3BaMDJn1UMfTrz2rZ01vEnxT1xdW8L+JbmLTDatBa3TKY43aMYQNwCcHjB6Zz0r541bSdU0S4ltNb02e2nCAtFPEV2jPB57da+u/2JZoNO+Fem3F5FFLB9omkeORc5Albt+Fc+PnHCYd1Iq72OTIovPMasJiYRikruys9Glrb19Tr9Y0/4P8Axx+B6fAXxz42TwB4lsb1L221HxBaKYNVnVChLzxx5AKBFUZ2/Lk5Jr5c8TeA/FHwK8dy3F34p06e3sJCItZ0K4MltL8pOwMQC2ehzjPvX1h8Zh4O8VaSs2raLFdJZRP5aSrtEZwfukHvjof0xXger/DnWk0x38PTQvb3i/6Rot4u6Mr/AHRk5Jxz1FZZbiVWpNt28unyf+Z6me5TTw81Si9baSXZbXX6rU6X9nr466Z8Qr/TPh9oWqw6ILa0cKtxcjFxJuVmwHRt5IRUUDaVBc59fUviN8XPDfwy0sXWslpJpQEs9Pj/ANbMx449FHdv518q6d8JdDt/FdtqNiskF3BCxTSZcxAzqPlKtkHk8gZyCOtdFovhnxJ4+8ZxvrWpzXeoJH5stvePu2rFH5rJuZunykDtzW1fD0ZTTb0/rqeNhcbmeDoulUjecmkpdLenfy+89TX9oyGdJXu9HksllaMJOs5ZYFEiNJkBCzEpuUYxyQe1fH/xC1SXV/Guq6ldJtknv5WcHOQdx9e9e3pB4xvomjews5AjksMRAEcYHGK8c8Z6j4Y13V5L3TvD89k0jZmRb0SKX7sAUBGTzjNdGEio3SR4fEdapiKcOaXV6P8AqxiaVrF/pEU8enT+WLhQsrbAWIBzgE8jnHT0q5pZ1TxBq9vZPeSTSTzKi7yWOSa7/Sf2cdJvfDlnrN94tuIJr21jmW3S0VwoZQw53D1rV8J/BbSvBmrr4i/tifUJYIXNpbLAIsykYU7tx6cnHc4rWVamm1fU+fp4TEOrGnN2Tt1X+Z9b/sU/FH4gfs23F58GvhSza34r8Y31tHaWd0Y4IxdCE/uHeQsjIY52G4MvzshBOMHovHng258NapLbagiJdRTZuIIS2yBmUM0Z3AMCrZUggEEcgGvFPhH8UPH3gXw7pvx28L+GWli8O65LDql/f6aJYorh1UojuRgOVHy5I5jz/DivUtNjgTw3a3ejR6x9juw9zaN4gdXunR3LKX2/LgggjHBXBHWvPrxSjd7n67ldOVGhGCVo226rXZ6s5vxHf6gIitqibTGxwFyQfT8cV8P+I/hZ8U9S1u7v3+HuueZLdO7H+yZjnLE9lr7nkv00jXtPa+jR/tepwWsSdNzSSBc/QLk19FpJcfJaQRxl3wUC/dI7VnDGPCK6je5OY5FTzuSU6jjyeV9/+GPyZ8E/BP4pXXjLSmuvh3rccJvohNK2lTBUXeMkkrxX6gR+H8W0do3ytEAFxyAOldfPpl7dXmxotm2PLYOAeBT9OtdMkm3zwiFVcmQkZ347cjj6iuLGYyWKadrWOjJ+HKeTqahPm5rbq21/8zCGlLDaRWt1LvmjjwiYwoHY4rh9D8M2mtazrt5MzKkniCWJD6+RHHbnH/Aom5q98b/irqmiXR0HwTpcl1rd4iCC2tIml+zRk7RPJhfkjHPJ5OOOhx02meCPCPgf4f23hSDULi81WImS61Ez/LcvK7SSsV6rl2Y/iKxjGVOlzPd/1/kdVeVOdZQX2d/Xp+pjXGjaTZS/Z7dY5ZVTAKEg59Peu3L2HhqyGg+JfFWnSfa7c3OY75UkVlxw2Tg5yRj2rl7fwybud7uDhDKVJdjwM/1ry/47/wDBP7WX0qb4m/Cy6hjvRE09z4ZLsXlU9Xh4wp6naTg9sdC6cKdSfLKVjOTqU4XjG5qft8634M8K/su63p3hvxbpWoXd/JbrHDaXqPLboZFLMQrEt0xnsSK/Pv4Z+Arb4g+JW0hvEtnpcQRpPtOpXKquQCQvOMk4/Cu78SW1/b+CfEUPii0ns4oYVia5ltm/dzmZCsT4Hy5KkY+vpXjksNxbKGlRgsi5jOeHHqD3r38Ph/Y0uVP5n5fxXVdXMYVJR91RWnzZt3GoWmhzzW8UyXMsUjKJIyNhAOM57/hVbxB8T/GY+HV74JTWpP7K1HUIZbm0H3NyBiMDtyQffaPSsdUZjtBJJ7V0mu/CXxG3wo/4TMWMvF2JPI2HK24BUyn0G4gfQE9MV1wUIzVz53BUqrrSdJPRO9u3X5HndtG0lwkaJuLMAAR1qzqC772UgD/WtwBwOTU/hTSf7W8V6bpUYMjXN/DEq55Ys4GPzNd/8af2dvHXww8XvpaeHb6e0ugs2nuluzOY3AdFdRkhtrA/7QII4NdbqQjNRb1Z6VPCYirh5VoRvGLSflfY81aNo8BmB4ztBzX9iP8AwTI/5Rtfs9/9kP8ACf8A6Z7Wv5BbbwjrV7cx6XZ6FfvfNIV+zrbsS34YyDX9gf8AwTg0q/0P/gnj8BdE1W3MV1Z/BfwtBcxEglJE0m1VlyOOCCK7sE05tHVl1OcZSbWh7PRRRXonqhX87f8AwWvjgj/4KwfGG5lBONQ0E7duenh3Sua/okr+df8A4LdXdwP+CrXxht42UKt9oRwR3/4R3S+tcGY/7uvX/M9TKdcU/T9UfJ+s2tnDqdxFbvKqlyysoHIJyPrVJmIlWPZmQDJG7OR7np/KtXxRDOyW1xdLs82L5nOBuwcDpz2rGLhkCxxfIx4c/eb8PSvFjse9Ja2LAnjDKzOHK9No+Rfx7mrGjXMv2tvOcKojc4A/2TVOO2md1SWRkGM/eAx/9arum+Ttmit0/dpbks6pyeQMk/j0p6C6kl24llUMdoC4XBOST7VT1XTtL1TTjpM0BZJpQt3k5+RvkK5+hPSrdu6BhPbKXYLjfIvH4A/zplxHFcQPaTbFWRdvIyenXngAe1LZlzSnBo+X/hc19pX7Q9vB4cvFLw6vLb28tyhYFBvQZAIP3fQ11H7TknxU+HmlyeCta8RwSaPrly90LO1HyKwk34+YbgAzZxkiuc+AGk4+P2n20lwuLbVpBJITwdu6tb9tvxgmvfEy30C2kBj0uyVT6h3O4g/gVr1mubGxja6sfFxSjls5XafNZa/eeN24zzXZ/Be0W++Jmh2jxhw+oxgow4PNcdCABnNd5+z7G0vxi8ORoeTqkX867K7tSl6M8qmuavFea/M+ofEviD4Vaf4zvPDnizRW0/UYpM/aHjAhm3AHOVHHXr/48K17Wb4dW3iDUYU+IdhJeXaRyPZxMzhATv2oVGGJJwBk44yea6fxB4d0rxzp/wDZ+p6faXAgiEjLPArON3A2k9DjJ/CsX4O/sz+BtB8e3mow36OJbVxbwaqx2QvnIO9QWJOAoUDJz1r47np8t23dH3ksJiIYtckYtX32aWu6T19TrPh/rOmajaQzaJraQR20n+kw3RUPb7cnHltnPTjHfivoH4ueHvg38f8A4X2/jD4X2Oqr4jiuYoNZTUFsraGMeSzNJDHCqNtJR2Zypx0JHVvmnx74NTwzqS+NPCd0zQFcT2tqrbUPOI/mY7o87SN3I4/H0L4E/FX4qeB9Vj0zTtHiNvryxLdWl2oKzRBg2MgE4yuDtI7iuevGUrTg9V/TR7WHqKadOoveXbr5mV4Y+HsniR7nw1c+KtNs0066WBLxbovDcE7jhGVT2K9cdas2Hwk174T61cXXiyG3v7aWUeXNbqzxyqAScHAz2461wX7ani/x34B+IEWn2F+mj6gxlF5Z2sUaND83EbBc42gkAH5hjnmu8/ZX+JHjrxD8JL5vGFz/AGnYteOksE4VQAqqdyEDKuMnkfjRKLVNVb6Pp/wTxKqw9bM5RafNC2vTYs6hqvhfUr5ZrWOKIh8qFhZQhIwe3T+ldHpSXWlLDaWaTx7yFMShgEJzhx6c45rl9VHhHVdSivfBN9c3MQjU3EVxbCMxvn7vBIIxg56HP4Vq+KP2mtP0C4ewufBcsz28S4dLxVPOf9ntSqU0opxTZvfDUpOpOXL/AF5FH9ojwUfip8HYYvD2g3st1o6PFHJwFNzvLEK5A+8uG2k8EcV4fpvhP4pfDnwNpPjfV3kutGu3aC8Ezus9pIG2lSG5AwQcqcc9q+iPg18ZfDXjhLpQ8tppxukOpafdOWQP83luQv3lJyM9R3rzvx2ZfFmnrb2TTNZvdv5Fsk+1dqsUZtvTkA4z6A1VCpOD9m1pf8wk6c5xxNKV21bTrZ9uvY+f/Hnw/F/4wnfwzDdTQPKlwxitiV/eANgEHnviva0/aX8F2dtHYz6DqsBg4KGNCeB1Pze5rjdd8Kax4fljtfFn2iTS0hCwS2+7FvnkZA4z6/1rNh8GeFb+I3lhrV3dEw7sEjKLkAbuOO1a4nD0cTGPtNUtjnw08Xlk51MHZc7u79LbafM9J0j4ieHPi7eiw0qS5ia2XzLkywBSI8kfLgnJGQce1W/hjpdpP4ydtY1JEgt1zbwzttNw6nCqAfzxnnpivO9A8H6F4a0y+1K/+I9/4bFw0CR6ja2JuJI2WTzNoRWTIbZtPPRuh6VufDL4qeDr/wCI2fGMDvafa2On3Ozr837vzFHUAY9eax+rxpUWqexDzGdfFxliWud29Pn2PSPGfhnwxrk82q6xoywXMJ3CeAmOXKjjLKfm/HNJ+zvYeAdIOo+GfiDYv/Z3iKMJNeyW6Siycq6iYAj5Su/IYfdIz0zXoes+FbPxbpbW8cagyqVjl54yec49u1VYvh3ZWTJa2Msf7ttqnI4rjVZ8lrn0VXDYerNSklf/AD3OE/bY/ZV8IfCL9nrUvGfhT4iT6tDFf2lsI3VOVkfIbKnn7navirw4722uQX8ZysDmVfmwflBb+lfZ3iP9mr4tfEnwNr/gi48fwWy6h4ga60/T57p5IPJXe+4hQdpzgAe5rznR/wDgm38YrC6zc+IdElRoJMrFLKWAKMobBQdCR3r1MLXpU6LU53Z8Bn2V47HYyNXD0GoqKXzuz50tvEHiCNhINfvFH+zcN/jWjoHjjxFaaxbXt9rd9JHFOpaJbg5ZcjI59RXtk3/BN34xsqSWPiDRZlcgKfOcZP4rUelfsG/FzRdTY6nBp12AAES2ugWzvUnAcKCdobjI+o610/WcI18SPn4ZJnUKiboyXy/yP0A/Z38WfAzwd4E8N6h8Qf2Z7HxLrHh7TbeTwvrQ1mayl0+5RCyTgRZDOG2Zz8p8scDJNeW/GHWk0LwvrvxCOlmN4IpLpoyflXvhc9Owyc1teEdTm0rw/aW+pyEtFaoksLLyGCAEccda5r9rG/t9R/Zo8RR20v8ApM+nNtiTqVyMjj2zXhupUnVUXtf82frdT9xgJ1E/eUb/ADS0PmDwZ+2X4b8M+PF+IV3aah9pjszZXdlFEjpdR5LbvMJBRgxU8AjCAd69m0T/AIKf/Cm5RVm8NaxbTbcPMERt/wBcGvj7w98B/H3iKBJ4dJ2iUfuzJIFVMYyWJ6cdutd98CP2b76++J8Wl/EDTgmn2G2e9xIAjLnhd3Tk/pmvRxFHCSjeT2PznC8RcSRmo038T3cdP69D7S8B/tJN450eW/07wfqEdhGVK3UzfLMCOSu3Ocd+lc18Rf2jvDFzoOs6Ha6vLbXy6dJsmc7FXIICqc8OTwD1yRWL8Yvjnp/gv4WHwx8GJbJbNpDG+o+WOGGfljyPmPJ+b2r5A+Iviq8mljilu3luriWEPJkkuPMDknv1UVxYbDRqz5rWVz6DG8TYuhy0uZSb3drLXt/mfoL4T+Lvw7msU8JeBbeONbGItBYpbbAoA4Ut2PI49+az9A+IHxVu/iIZPFHhLSoNCKMF+y3JlmVv4WOQoI7YA796+af2XJNRg8ax6pPqRjtYIiHheT/j5bG0/eOfU59cV9ZQ21q0S3SSbSy9CuAvtWOJoxw9Rx3ufTYO2Joqd7Gn4r/aO+Hfwujt7jxMLmzUEeVexaZOyKc85dQQGNM1r/goT+yxq/h5ND07V3t50QKztZXDrIPcFMHPvXM61LHqttLp97bRSQScNFIgKuPcHg14146/Ze+Hd7q8Os+Hrh9M2TCS9tQ2YZUB+YLnlCegxxz04qaFHCz/AIl0zeq8RD+FZnmX/BUbWrPWfih4aXSraOG2Tw2rwwxx7CqPIzDcONpI7dhivnrQNe0pXmHiy3luoVtW+zFZMOJAPkXd/d7e1ejftl6941174kW8/jiKOK9XThthjKlYYjLIY0yvXauFz6AV5FJY38mmSaitk7W8cqxyThflVmyQCfUgH8q+ow0IrDRi+x+RZzNzzarK3XZrsuqJLjWLu4Ty4yIo8/6uIYH4nqfxp1pql7Cpi88vE/8ArIZDuR/qDxWbvUnao/CpFfdJ+6DAdgTmt1FWPHV1se/fsZeG/A95rmp+JU1O4tdRtLIxSaZnKTRu6NvR+qgFCGBzjcDn0+hJ5ruaEebOI4CMLbxKMAegXp/X3NfO37Dujz3niPXdTO4pbWEauuODvc8f+O4r33VNQurOJWVQQqjCMSASPU9h2968DMHfFWv2P1bhdv8AsaOlrt/PWx7B+wTZi2/bU+F1jZ26STy/EzRLm48uMnykF9AAW2j5flUD68k4r+iSvwv/AOCU/h74FeNvjf4WX4u+PG0a70/xppGq+F4La8gtv7Q1JbmHyLZ/MYNcKXVflXLZLYHWv3Qr6DIElQm77s5c/kvrEYLovzCiiivfPBCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigD+SvwbaWR8O2lrPu/e6WqBtvQmMEDP1FUmjQ/6hpAQxwmQBj364/mateEb6+k0vTpYmXIsotgVf8AZHAqPxFbraarPHcAxhHOyNcZ/IV8r9pn2jXuoqxyAyM8YVQDhmY4VT+PWpDcABjFlnYffdcZ+g9KgPmSuEWDaQBhVIOB7+lSRWysWe8lYKpGRu6+31qtCNTR0i4c2LmZssZkAUD2bp/jUcuyaR2k7nJRW6D1JNLG6HTVmkHlp9owNkXHCjgevWnodkbLDD8jkFi4+Y46c44/Cky4bGp8KfB3hfxv8d/AWl6zYLNZL4v0kiKVCVkK30IIYdwQ7Ke2Ca/YnwzHc3AuLaFlAePB3CvyM+AC2sv7QPgCW4nijMXjXS2U9OTdxgLk8knNfr14OCpJNIWwAg/nX8yePspPH4FX0UJ/+lL/AIB1ZZFLG1VbpHXv8X5fqc5a+FNK8IXF/ZaVamI32pzX94TO7+ZcTEGR/mJxnA+UYAxwBVhOual1O5+138tx2Zzj6VEmMV+D1a1bETdSrJyk923d/ez0IU6dKPLTSSXRaHzF/wAFP5dVufAPhbQ4bOC4sZtYuZrqGTaXaRLV1QKpPI2yS54ODt5GRn4A8IeJfg94k1AWumomkXsgeKWHUSIxFuUqxDcDoTxn/gNffX/BS9njtfBMyH7tzfcfUW4/rXxr44+F3hf4k2r3Wq2EJEoaNbm1iVJlKjGd2MkZ4x7V/X/hOoU+BMK3pze0en/Xya177eR81iqNWtiqsoJO0krP/BB6Pdb+ZkeH9U+HNpo0Z0vxnFqyWs8jSpaxu0uS3LYIGFXjnvwa9u+B/jjw14U8Y6b4z17VUvtDVgtxDbRQ3EtxE4KsoWZXCnGeWBwccV5z8EvgN4I8GeDrtHvLS5YXhaSa83pOUYbQIxHjdsIB3FgNxxjmqVx4f1v4f+JTpmjSz31vfTf6LtXahBJy+CflblQcHnH0J/Q5+zmnFM68HKthqUFVikmunT87nvn7S/wh+Hus3dp4/wDgxPcQ6Jc6Yt3Jd+Iry3jlM5ZxskEOVjYlG2oQuAO4+Y8Jo3wh1H4naLHqVj4r0+yvLm2aSCwu52DEBmIOQu05Xoc967L4N/EP4ua94bu/hLJ4ft7q2srSeWKO4gUvaOQC8vIAyipuy5IAz618qfFT4sePvD/xT1LTfDPinyrWK6JWC3SPys4yeMYPJPtWFGnUnem3ts99Cc4nQp4ePOm1Jpad+5774Z0D/hWNqNE8a6PG0yKQzPAxC7iTkdOoxg96k08aJqmp7LGFXdwMxpEw37eeBjqBXQab40m1T4WaHcfFWSW4hNnCU1ARq1xEXVSRt43rk9Dj2NYXhu907QPEv/CRaE0t9Yxu5tpXXy2ZCCAT1wfanCKqRfcwjQoqEYdF950sV7Nao8Vx9oktoAskgZnXcobmPP5f5FeUftn/AAz1nxT4hs/iR4R0fU4ftcyvJcBNsgtzgJJhcFvQlfTNdV4o/au0JIJY7nwJcFZHZZGjvFHAOOm0V0cfxK8Oa78JZtavr5rmGKx3aNHOGZkXzRujUDhWDcHPrxWcJTpTU0vIbng8XSlQjO9lftax4F4g8L+L/BOtP8NfifIklnqdrmw1CGQkTIyjaSDg7sN0bv61558MNJl8FfEG08b3ekajc2Fl5oKpbFS3yMmeTjGTzXsvxA8L6z4t1UIbiWW4jRVjkefesbgjbgHoByOPb054DV9J+zXMsHj+6vbe7aXMF9GWKyDOO/Awcfr0rui1VpNPqrOxz1qPtasKn2oO6vbXZrXy/pnfXH7Ufgk5mOm6lGxUAZhQhe/973p6axpXj/SbrxlpFxMkCfLErQgMZVbOGGeAQeue1eby/D7QJICLG/uZ1aUr5oK7SQBnHHPUVrwx6H8ONBtnHxLv7S8htbt4dDj08yR37S/Khkk3AR7GQMPlbOeorkp4LDUpXhoy8Tm+ZVYOGLty+Wmv3nqvwdsrW10a61K5uY7m+LMiWZfLxxd2IPXP48DGeayvHvgnwodPkvbHTBa3VyRGyWhKIwLZOU+76npTf2ZPHvg3XL+e21K0MOtyIRH8v7to+rFf7pJ5PSvXNc+HWn+IrqG7lRYlhYySdcNxhfbqawqTlSru+h6eB9hicAtE1/W5lfBr4ffCb4qeBbP4O+NNRk0S/sZfN03WBbxl5gDI3kCQjjO/JQ9SoI6V4N/wUW+CmlfBPXPC+maZ4nk1ODUdPuLlJnUDaRII9vB/2a978TfDu/vfDOpWXhyeJbqfT5EgYyBRvKkDJ7cnrXmvxZ/Y1+L/AMZfD+gSS/EazurzSNMWC6i1GeV/KdmY7UYKcqAAT7k1rhKqVZSlOy7Hk57gnVwEsPh6XNJqNmvJrT7kfJGlXV5pelX09vO8bypHEHjkKkZcN2/3MUkPiXxJaoWj8QXuf4QLhv8AGvohP+CcXxbttIuLW98R6Lk3EYE0ckpVSN4KnKDGdw9elZ1z/wAE3vjZblmi1jRXCpuJ+0OOPxWvU+tYRt3kj4CeQ5zG37mRyn7JviTUtR+OWg6XrN9c3i3F/GyxTPvj3xuJFLKeo+TH41+oWo+PvglYeB9WHhf9mOy0rxlr1sLPVfFltrk5ae18wSeUbcjZgFI8HqPLBJNfB/wI/ZO+JHwt8f6X4o1uytpBZXhea4tJlcohVVGQ2DjluRntx3H1hbeIY7eNI7iTzXZlCMR93615uNrrn/dPRqx97wpg8Rh8HKOIi4vmuk7roeN/tR/ESP4L+DbTWorByLq68oqz4cgDceSOnGMAZ5615N8G/wBunwX8KftqnTtUurfVL5rw2ogjX7LK2d4Vt37xCNoAIGNue9dp/wAFNrObxB4c8MadoIa4cai4kjj6B/L49vWvmTTf2cPiNqEJmi0tAyruYyzgBsjICg9T15rTCwozwv7x7nl59nGa4PN5Qwr0ilbS+61/pn2Hon/BSb4WeIpE03TfD2rW8kzgLbOq7SfTIPH416db/HmfUPDcPiHVvDF7psTxZRLrl0x0yAMc896+Vv2Qfg14P8PNd/EX4uRpbQ2haK0a6bCq4IDMB/F2UfU12n7Vfx78Sa7NZ+FPDk0NhpCRDy1iTbNOh5BbGCoJ4C+1cdShRdXkpr5nThOI81jgXXxU1d7RSV/V9jvNb+PPw68Y6votvf3TS2MerSG8s7jrMyQSlHK5+ZFk2N6Zwe1d5/wua18R6JLrPw/srfUJUHlxQzf6PGPlyDkqcjpzg5r86rjxBJe+NIYLaRwkKTSShCcEllyMj1EYHXvX1N+yG15Y6TOur3/mi6lAhtWYHyAoODjOeeeO2BWmIwcYUVPt0+Z6WTZnUzRuVTR916Hsvwj8b+OZ3vD8UtA0+CU3G60OnlnQp3Vs859++fatvUv2xfgt8OvEg07xlLd2ZBzPBJptyi3Cg5GGCkMufQ1SmigsImkik3d/mH3s+lcv4w0HQfHGnHSvFWlW95bkYaOVPu+4PVT7iuBRpTnea08j6J03ThaEtfM7rVP20f2dvjB4hsfD3g66M1xczKkVhLYTMHk6gguuExjORzX5j/tP6tcXn7R/i/WIZwrHX5ykluSACGx8p644r6jX4HJ8LPFM/jr4U37yXkNvJHpNhduuYJ3GwyqxHzBFZjg85xycGvjz4s3t9qPxH1y9vWBmk1W4MpAGC3mNnpwK97LKNCnOTpu6st9z4bi+rWeHpxqLW79NiBdf0QeHH+26b5mqm5Aik3YTy8ZLMB1bPFZVxqd7cuGknbA+6q/KB9AOBUepWN7Zx2897ZPGlxGZIGdcCRckbh6jII/CqySJu3MpK+gNeqoRWqPgZ3vtb8DTTUZJ4Ra6kn2qEfdSZiSn+6eq/wAvUGvqv9lnw/4O0H4WRax4Y1aa8N/evLJaXaL/AKLMFRCrY4cjYSOOjA44xXyLCZGJK5r63/ZK0eey+Cttqkm4i51CZ48j7u1gpP4YP51xZj7uH36n1HCDl/avpF/Lb/M9IuY768cwXF2ZZWU+WHG9VODgnPT+X0r71/4N44Yk/at8SRabbqbO0+Gt1brOikqzC/0/ChsYOADn8MDAr8/p9Xnt9RjimVCrybDvzhQT/wCPc9R07V+q/wDwQt8LfAybxdL4703x7JL4/j8EXGmXPh1byBYo9NW6sy1yLdW8xGMqRAuRtJY85rhypXx1O76n32aS5MDN99D9L6KKK+8PhQooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooA+Pv8AgvXGsv8AwSl+JsbHAN74byfT/iotMr+fW9gsX0WQMj74Zg4wvJBBB/pX9Bf/AAXpma3/AOCU3xNmTGVvPDeMj/qYtMr+fnSze3gngKCRZI2LqAOcDIz+VeLmf8Zen6n0OUK+Hl6/ojDdVjzIGdl2/OHPA/Lk/nim28uxA3mBFP3WPLEew60xwqS/N+8lJ+5nj8T0FIizSsZI1IIzkr0H+NcJ6BK9w6RhbdAoB53jnPvWqtyRZREfM/kEnORg7264/lWVDFDAizzNvcj5FfkD3x6VoXBiVoVnMgZrdCEVME5Gfw60DjuQotkCsl0WaNW5wTjPp714v+1zpGnw6Haa+pZLubUWtygPDQ7PMAPPZj+te3MziNYxAgVRhByMZ65I5NeJftkWMUthoeqpMnNzLE6qAN2VGDj04IrfCf7wjgzhJ4CTttY0Pg5oPxL8TfAqxuvCWuWVo2i3089pJIjCUcNld3KkHc3BWvAvHfivXvG/i288S+Jr43F9dS5uJiANxAAHA46AV9I/DHxFF8Pf2Sb7WpJ184x3Xlgn+JzsUH8SK+WdxklLseScmvQwa5q1STXWx81j0oUKSTesbtX08ixbDBAHSvpz9mr+xtG+A1/4l1/w4b+zj1UfaFiRTIBgKCMjgDcT/hXzLb4B+lfYn7E9wLH4NtPOR5Z1CcncMjACdvxrPNZWw3zQskpqrj+Xb3X0v07GjZaj8Hde8MXs2leLLbSrVBHLPLcZEyn5lA2AEt989Aen3q63RfEPga31W2ubPxNFLHcKI4b2Dd5URCgBHc4wT/Ksb4ifs7+EPF6NPdIthcZDi40+FVQlgSQyAfMQcD19+a9CtPgv4Msvh9ZaBZ3djA8tgEiniDtN5ijBEqjagD/KSPmYZByc18450t7s+rwlHGUqsnyRVlvrrr2voevfs3eL/hNo91e+DvjddajPp2uLGsR0C3s5Jrdw+AxlmRtgILAlSODnJxiuJ+NHwmf4beNr3VNEW2jsm1KS2020e/jMs8Zdow8e0srqG4JDHJHGe3m3hU+NNG1KTw7aWVzcSWIMjSvzsAbIAyckBcY64Ar3HxN8RviN8Tvgtc+J/F+kWAh0/EEmqvBH9wQ7I4SThRnYWAUbiVJ9a5ZxlTq8yej0f6HuQnTrUuZLVfhY43Xv2cPEPiHT5NT8L+LNO1B47jM1nG8hlUE5AClBnHPA/DNW4tQ0HR9ObSNT0yKO5Vv9c1uxJwcAZ7cZ7da+evg38Zvi1cfE/SbG28Y3Txy6lFGAqrlVLc7eMg89q+pfiL4h8MarM3/CfSvZ6pNakxXVpArrcuANu8DAQk4BYdc8gVc6fs5qEne585gfqtWMq0Fa/cxPDFrptxI1xpqNtiJO+JWzFnnPTgH+ddb4b1wWmpwTapBdymUTWtssQJYzOpCvsIw2cgEY5yfQVyPhjxx/wq/Sb7UrjSHu0dBxvCbsZGMEH1rJ1f8Aak8L32p22m3vhm6sF80eXeJdBxE3ZsYBwOPes6tJqTSWh2RrYTCW5p2b6Hm3jT9nzx6nx7OkeEIbrTI9QV/szylhEbgKT5T7eU+bj5hjnvXK+Nba+1rwzqHh3xzavb6zokysYoR5mcEA7QDjb8x5+lfUHxQ8WWt7a6bLHfFtcubqb7VdB28xSqBt5c8EbVyMeteFeI/Bfie/u7rX/D80sdyvmHzpJSzOjYyA33s5J/Aj0rpoVpTtzmdWhCEalNXcZXv5XXbyOT+AXiCL4KPqV94n0HUpBftEIZFg2hAobOdxHPzV6BP+094FYGJrPUYxJuL77dWzkH/a9a8+l0Tw1eyiw1m/vNOvghFzDITtJHPVvXimXHw10q8KW9vcXSgxgh2AzgjI4x6VlXweGrVXUqJ3FQx2aZXh1QwzXItr676s9D8Q2BOkQ6vZXMhe93PGirhfLb5lOex7Ee1egaRpeiReBodNEdrqkdyoa+lKiRN5HKkHpjoM4PGe9eK+KvFmk+CzcWGi/EC71qaS6iSfRrrTzHDYJFF5bKkhY+ZvIVuAuCD9a9x/Z/8AEXgjxP4PWHw3AwnDZ1COdfm80j17jHT2rPExdOmmti8sxNKtjHHS76X/AC3PPvF3gHw4mr21no8E0aB2uJI1lLKrZGMBskd+npXvOm/BX4NftG2cXi+LxTJ4c1qygEF/p0dtGnnEszeexH+sJzjePQA4IrKn+GGmnUpdbZlQMFSOMnp1z1PqawvHfwy8a6nb6UngTWY7KWDWY5Z7gXPllIgGDEY5PXp3rn9rKVlzW8z061DD0+aoocz0ul16L7rnyL+1p4Nj+H/7QfijwNDqDXJ0vUBbLO4AMgVFG7gkVxc2palYaNZWFnezQZeWVjFMVySQvb/c/Wvp/wCLf7APxY+Ivj7UPHemePNKvItRuHmWe+eUSsoJGW+Q/MQuaxNQ/wCCcfxZntbOA+ItHWZYGxmSTEo8xiCDtHZgOnavahicOqcVKSPzLHZHm1TFValOi7Ntr0bPnlPFXiiBBHD4ivcnqTcN/jX1X/wTE8UxSeN9Vvde0htbNjp7xtDfPlWjmKghG6qwKZHUe1cHef8ABOn43WMRlGo6M6hyvy3TAkjr/DXsn7J3wT8X/BLVL6XXbWOBLy0ijE9u6ujumM8j5s5LcEfic4GWJxFCVBqDVzqyDK80wua051acoxW7af5n1L8WvEvwa1Xwtp3gD4Kfs9w+BtItruW9vbOx1qe7W4u5NqvKPNH7vcqRggcHYOlfG/7WHxu074d+Kn+HmqafK1rd6diU27DenmAruAP3mAGeSByOK+ptL1+zmvo7SZ14UmWUjAIBr4Z/bl8Ja743/aWu4vDlu06Np8AjlOQoXB/rmuDCTdbE3qPzPsuIsTWy/K1LDPW6XfR3vvc9B+Fv/BRnwF4F8P2fhPWNB1XU47GAQLc+THEZEXhMqGOGVcLkHnGa9M8Jf8FAPBnjm+isvCfhfWb25UgJabFDjJ6jnBx39hXxVN+zz8QNP0xtcfSQIUGWQzAygeu3tznivq39l3wZ8NfgV4Rs9b8URx/8JHfN5kMDgNI+V+VAv8IAPJPQmrxVLCRXMlds+ayziDiGrXVKclGCW7j06W/4J7B4v+POn+HbJr/xJZ3FrkZYDLMwxnAyB39K5Pw/8dvhrL8QrvxZq12kxt9OtV0xpI/M+y72m8xCuTh2/dE9yAOwr59/aK+NPjDx94t1G68QXsEdrDv2WFrxHH65Pcjjk9+leR+DtUv9V1i+ltHkINyscAyRjaqqD6cBPwzSoYJTg76aHpLiStiscqL1jftZ6H6CeNfib4zuvD63Pwx0LT757tBItxqExiVc5/gAJJ/Fa3vh74+ubPwpBf8AjXRY01KK3JvI7SFpFZh3Tbyc9h71558Blz4EstG1HUvtM8UAMlyMEkkk7eCehyM9SK7G+mGnxBbcqT2DDlcV51SEYtwtsz6+lTi0p83Q0vD37ff7N/hDU5rTxPeXI8ksgs59OuY2gY/eypTrXPfE/wDaU+Evxd8A+M9S+Hd5HdSWnhu6cyz2Uim2jZGXG91BJJ6Dp+Vcn8R/hf4D+JULt4u0lHkCny7yE7JkPsw6gehyPavHvF3gbxH8E/hf4l07wbqS3dpqdpO+r3UoVZI7ZIXEUJU9yzl8j+6vFdmHw+FlJNX5rrRvQ48bUxFKhNvWNnstdj4/tr29sXd7eZlMgw654YehHQitTW9f0Py7QaDpgin+zg30kh3KJcnIQHgDGPXr7VkOkzz7EQsS2FQDk+wqHUbW503UJrLULVoZ4XKSxyDBVh1Br6hxiz8XfwvT/gE32+9eXzXupCxP3t5zWhYXGkatqMCeLlmeFpQJry3I89FzyeeHwOx54xkVirIoU5Vsn7pBqa2ErFeuM9afLZCi5Rdz7u8F6Np3hTwrpfh/wxrAvUt9Ngji1IrtLII1AKDOVBxnIwT7Yqzc2kN2PP1G4Rkt5UlmlmAxhTuADdT8wHuelQ+H9LufD/hjTtPcEyRaZEjM3H8C4Ht3NXPB2tAeLLZb4Q7YbmO4LSxb92x1JBQ8Y4/InivlZNuo3c/caEU6MIvRWX5H7Lf8EABcN+xfr1zNamFZviPePErRlSU+waeA3IxzgnjjGO+a+46+Yv8Agk54R+CXhH9mrUf+FHePJ/EFtqfiya+16e41KG5Nrqb2dmJbcNESFCosR2HDLu5Ar6dr7zLko4Kml2Phswn7TGzl5hRRRXacYUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAV+Rn/B0hCkniT4BM+flsvF2ABnPz6HxX651+Rf/AAdJ3M1vr/wEWEgF7LxcDkf7eiVy43/dpf11O3L/APfIfP8AJn5R69DY4tbmEOC0IjbAAwVJ/LjHrWVNthTaxdgW+Rm+9+AHArbvEvLjw+0rICsUi7ZAAAuev8qwdyRgrAm/A+Zmbhfp6mvn47H001aRN5gVPLmbH/TKP5j+JHQUq3UxuF8sqq9to7fjUCwzFMjcqsfbmrljFFFeRW8X7yV5VDMV3Ecjj61ROpe1SZXeVFI2+cw3kkcA/rVRo7MpIjRs0ssRWLdk5yOuO31NSMbeSd1IaRhISVIIA57+v0p0k7+YZZginqzFePTgDjNJ3NVqrHy5+0hpVho3xLjh0uR8XFlFdTqTwsz5LEfXAP416v8AFW6+M3g/wdH8XNI8UWdsk2lQW15HbRlWkUggEh9wJ+cjIIryr9orSBD8abqGGUH7RBDIigj5cqAR+hr1H9r7xVDonwa0TwXazqz3xh34PVI4wSR+JWvRneXsYpXv+Wh8goqDxMr25drd7s+YAxlmLsepyau2YO4Z9apwjPOau2n3hg969Znz8z7EivvAnhHwJ4Vh8c+HJPJvNKQQX9vED5eMEhsDJyWPv7Gtu1vfhUs2ja0PHun2cQd0s7ZZCTIQWPzhQdmC567emMV0fgW1g1L4c6P4dv4oJBc6bbx7bmIOvMSsTg+grnX/AGZ/A154507xAxe28u6R57FVUwTAMTtAxhFPGTyOvBr4yU4OTUm1ufdSwleMYOnCMk1HfRrbqtzrPBWreH/tk2j6RraC52h43c+XHdLj78Zbhh9fwr6X+G1z8D/ib8Irr4YeL21K48U6VZXU2lz2sNlDYzbRvCSSMqySFfn2jedxIwOAreAfEf4T6V9jI8L6hbR3unsWjXS2lZZVwSrqzEEOAR0UAgD6FPhR8R/iP4M1W18eeG7Bo5NPutsE88aFWYdMggjnnqPWuatH20Lxdn09T3qFVxk6dVK/ls0ao+G2qeHPFZ8D6hqVnbvdxPJcP9q3tZFQwImUAspyV6A9as6l+z94l8OalbeMbTWbLVdNWIu0to7yFDjGWyvy89+lTftkeLPG9t8N7LxxqVna6Rd3tvC9pLBEu+dgxV51LfOxJypb7uVOO9cF+xd8Xvi3q3ja7t7jxJLcxJp7O8cqIUky6ja+RyuCRg+vGKlKc6XtW/U8nMFh6mPhRmndK6fzPRNV1nwnd2q2I02KBlQo8Yt2BP1PrnNaegxi2sjqWnCQGQZR41bEvH3Txz0xVTxtdeB9WuZLfTJZrTWEuf3unrBuiC4ySr9SAcYXHGe4qQfGe2+HPhyz0O/8MPcgs2CLgLjq2funHWlKmnSUopmjWHjLnm7JdToNQsrPxj4R1nwPeaZe3M9/FHPIUUuFgVT1BBKlSVII9weK+X/CfwY+MejR+Ib7Q4pVOizLK+mXch2y2xJG+M52MRxxwefwr3TwP+0bpfizxyLXSbC80nUDC4T/AEkETx7TvjBHQ7c8dDTfi1q+lahrOoad4TuGS1FlAJ2tJHi80unC88k/Lk++KVKpUpNxS31CcqGKUa9Od3FtaadP6Z8z/E3SrXxza6d4i02O5a/uo2guIoojIQy4b5jng8nj0HtXcfCf4taH8K/ANn4K1/QNTW5iR/NmESgPudjwGbOMNVfXfA/izSrQ31lDI9lNKGvbSIkM7BfmPy9uc/z9axI/DPgrWpz9i1y93CVVW0f724+gIz6Z+ldVelSxFLllqr3Oen9YwmKlisNpOSs728r6edj0EfHrwh40nXwvYx3kU92wit/Pt12hiCMkgnFPu9EWDxba6X/axt7cyobm4nG1Ysj5vrjHB/lXDeGPAej2XiSDXptSntorJ2meQqG2hVJzgdTx0zUifELQdG1PTvDr+L77xTpdrAkd1rN1ZG2uJTvYlgpZiCEKryxzjNYU8NSoxapGeJzSviJp4tq/S3bzVz3bxXoPhnWrWHSL3Rbeazii220xGTtxjKuDkfUHmuQ8B6ZoPhL4ox+JxptxeWlmWtzbOyyeZG0ZRl+b73U8H0xXq/hRvCnivwtay+HbdZNPe3UQAKRhf5g+9V7b4XWOlQlDPG0spaR8+pJI/TFcUargnFs+jnRoV4xckujTX4WNfxD+yX8IvGHh/VPid8P/AIkyxJd2d1qK6VFbpGkDIjyGBU42Y242npxX5p3CGSciJskE7s+tffWp/Cv4i3vju4vNH8Zf2XpU3huS1cxXTZlmbftVkXOQdwBPpmvFLr/gmf8AGW2vZTD4s0CRfM2q3mzAsTnH/LM16OCrwppupPc+J4ky3FY6VNYai/d5k7ddrPV9dTwHWtb1lNWeG11a5hSFEiVY7hgAEQL2+lNHi3xPvEf/AAkN6Ixgn9+3+NfQOu/8E4/izd6ld3Nlr+jj98zNC8kilB1x92sw/wDBPj4y6PfQSajPpE0KurSol2clMjPVfSutYnCW3R8rLI85jK/sZfcfT/8AwTn174YXvwSD/F34MW3jbR9Sv2bUdP1C9e3eZo4xHzLH820lVbjByo5xmvUfjHr3hv4heMG1Twn4AOgaVaWkVno+kJfSXK2ttEgjijMj/M4VFVRnHAAryj9mvwnr3ws+HMHhHXozaTW80jGLClSGIbgqSCMk4P6DpXp1vr2mXVheSzSCJEUqnqWrxcTWm5uK2vc/WcpoungaaqfEopP/AIY+JPiT+07pH/CeyaVqX2u0m0PWfPsb20hSbY8RKqDGSo2k8kZzwBmvVPDf/BUH4YiFYNS8Hasjg/JIhQ+Wfbnp7V8qax8K/GXi7xxrV1Z6XJJGNWnMhzhnPmkHGf5ngVf0z9nDx7ba/p2kahpqYv7gRq8EocL67iOmO/0r0qlHCzppSex+ef6x8Q0q0pUer/l87I+4/ht+2RpfxP1Db4O8K6pdRzKwlu3wqwgdm6kZ7etaHif9onwzod/Dp+tCeGWZwqxBThXI6sTg4/KuW8K+Jvh3+z78P59B+GdvZz6xb6aPtKS4ZYsqcvI2OCcltvBr5T+J3xK17Wp5/EXibVTc3BnZ42XgIVBIVR0HQcDpXm08PCtN8qsj6HEcS4/CUIqc1Kb3stEfYPwo+Nfw5sdPmQ3scmqavqVybm8EHmm5/wBIdUYNzhBH5ag8AAYFXvHPxB+Lja1a23g/wnpL6dFOv2ia6uyZZY887VAAUkcDJPXtXxP8Eo9Yv7jSbe31KS2OUMtyT/q04BADEDPBOOM5r7r8OvaarpcV0WwygZCc7iOC2fqPwp4uhHD1Obe57uWVfruFUm7PTY6e/wDi34S8H6A2sa3pdwYAAZvs+nyysgx1IjBO0euKq6L/AMFFP2XbLRZbDVdamluphxdfZLkEEDAGNnAArE1G+eBvs8bIV2kM4HWvKPil+z38O/HUcmpC0Onao5+S7sgAHPben3W+vB965qNHDzdql/kelV9rTX7pp+pnf8FDPih4R+In7MMeueCHiltb7xNErXQtGie4dFbOAQMgdyec/SvhjRtVNncw218DLZiYGaBm4AP3ivocdx6V9DftXW3ivwj8JdK+HryxPoVhexpYzRlT9puNsrzTdNwyzYweyCvnCzsNQ1GVoLGzed1jZ2WNckKoJYn2AGa+mwNOEMNZban5ZxNOdTNrNapJWt+nYu63r1k+pXC+Gbdra08wiAscyFexLds+gqla6lf20nm295KjD+JJCDVEOoGMYJpwcYCqGB7812KCR83re60PRfgJofg7xZ8VtItPEd8+lzC9imtrq3jBjkljYOEZe27aQCuOSOOc19gLJNHEbfTbjyYk4dy2HkPcsepPseB0x3r40/Z40q61n4y+H7CPcGa+DcDn5VLH/wBBr7Hv5Z7NHWL5QHyTjORjk/j/APXrxc0f7yK8j9H4NbeCqP8Avffp/wAELSC3ttSh1NohJK6GG2i8sCSRmbLYA652ryc4xX9GX7GsM1v+yD8KYLhAsifDbQldQpABGnwAjB5H481+A37KY8AeJ/iXaaL8VfEQ0bQ70PY6pqUE8cUltC20mRZ5SFiIC9TgYLciv6EP2dNH8G+Hf2fPAnh/4c6w2o+HrHwbpdvoOoPMshurJLSJYJS6kqxaMK24Eg5yK9Lh9fvJu/Q7eIJJU4QXqdlRRRX1B8wFfz1f8Fto7eP/AIKdfGC7h0djKNR0RZLuXJQf8U7pWAB0r+hWvwb/AOCr3wl0/wAe/wDBUr4wz33iuOzX+0dDZoJYiS//ABT2mKApz3xyccV52Z3+rq3f/M9PKpQhiW5PS3+R8N6pCt1pBmZ2k8uUY3d89v0rCaJy26KNCyr8zEcL/n0r0/4h6LD4e06/8N/2KbRoWLxRt88smDjJbGAvoO+a8sm27gs2c/wwxEkfjjrXiwufQylGbuOjkhI2SYx/FIxzn/D6CtLS4meG5mWQBfLA3PnBG4HAH4VmQlZZ90+PlHypgHb9e34VrWFxs0u5jiUs7yRqHZeR948enTvVMhNDC7huJMsD0Zuc0y4Zls5XYB5TEwUBCcHHt1po2j5RHlzw21jz7VJlI0P2iRFzwkanP+fxpPQ1s5RZ4HbT+Gvg58c9O8Z69pMqaPqEDSTbEJSKfawYoe43YbHUBuleU/EzxMvjH4gat4kjld47u+keEydfL3fKD9FwK9z/AG3L9Lfw9oWgabbhbVMPL/oW0LLsAyJPcEkgD88Vwf7MH7Fn7SP7YWs3ul/AP4dS6smmhTqeoTXUVta2u7O1WllZV3HBwgyxAJxgEj6HLMNWxs4+yi5Taskk23byPzTiPNcu4dwtWtmFeFGhT1lOclCKvZaybSWui83ZHmUWAOld3+z7NLD8X9AkgiEjjUE2o3Q0ftA/s0fG79lfx0fhz8dfAlzoeptCJ7dZJElhuYSSBJFLGWSRcgj5SSCCCAQRXUfsYeGF8Q/GOG7aPP8AZtjNcx5QsokxsQtjnaGcE/SrzCFTC06kKsXFpNNNWa9UYZNjMHnCoYnA1Y1KVSzjODUoyV91JNprzTPsqNbJPDcBhvh9oSURSo6lRkAYwSBuB3H863vhvo/iaa6a60PSy8sW6IBLdZCvC72dm4QbScY5+WuU1DwtZXen2qrehr1JIkKLdmRHAVfMfKxgD5i20DORjJBr1b4T2N/faFJrctvf2kDxSXXnWMXmExKSDIFznAGMZGOpNfB1pcsfd6n65ShJ1lzdv6/Q6/wjYXuofCDXfE+p6rbXMGl2bW6TNDE3lB2PyFXBXbyvUA/Ma8I+EviiytviONTXwdA0FnNHKLJrhoklCnLKWUHbuUnkDjFGsT+GvEtlcaba+OJZ7mebzo9DnmNvDtLEIZIwf3rsNpYknGcY4zWFN4l12yn02eDTrSDYYtkVsxKyeu9lwSMZGPTOO1VCmve8/kclDGqs219lrXe/+R6Z8TvBPw2+LHje38cHRrfWdOu7uaOKMRulvGVTcwUjy2POADtGTluQa83ufFV/8LfFGoeBvBkkdjpEWosvkNFvWMMFDnJy3rXqU3x70y48J2uhDT7a0kW7a8+1xZBaQoqBlUruZvkySPl49QScjWdAk1rULTxdbwWVyuoqk00p25jfcVZX3gEN8pPPUEGs1zqNp7GOY4aVWMalJqLe7XX9TiDe2ng7x9Lp+kai91ardGOG4RiEuIi3yuMgdRyKg8deGtX1XxOlhpcYmnuNixRq2SxYHj+dXdUu/itqM15qHjVLuOGCUfZri4slkIjDgIBIVJUYAAANcdo3xJ8ew3UJsNbvEmSXcgECnYxDLx8uejEfjXUvei7HiVsRGdPlmna66WHfDTTb/S/FaxXFtE63DGLyXkO0yjJG4KwJB5Xr0Y122l3d8byO08uOGW3nb7R5cahYv3jOCAP4SrDHtisr4LzXWt/EfS9Ev4beSa/vIrWNhbqpxKwQtwOoDH6GvqnxZ+xF8FfDuk6bodx48urAxxbGi0qxQyW27nEkn8WP9rOMnHWsKtSMH7z3Hl1LlpuVz5p1PXPs2nXGnW1/Ji4kJEIuidoJ9Ceg54/2q5DVvDV34PW21u1064sdK1q0cxpJbN5UskY58o4ww3ccZwePp6/r/wCzzpWn32o2fgvW7rXrOzxEL2+uxbAsSQU2rEzEgbSTkfermPGv7M3i/wATrZXN9qzaVbW9w0UEVtfb1iLvgyDePu5VfTtWtKVNu19z0JxrKCqRjf8Ay9drfM8b8XeIdP1jwsBbTmTZfIHAUgA7W45FZnhH7Nc+IdOgnDIHvYlJz/tgU7xP8SvgsPCMPg23udT+3WN9K17qkFmjLfHcVVwpddgx7nJ546VkeGfiD8J9D16yvr/WtXlht7yOWaNNNUEqrBiATIcHj0rqdOaVkfJ1MZGpiVJzj0vqj76gWaKNVimdSkRYhl+9xxn/ABqy1oqys8rhm24Usa8T0n9rjwn8UtNvovhvHq6X9nGhWM6erffby0LjJzHvZAdvzDII4BrEX9u7whb+FbSx1wxN4hguJxql3EJfs86lv3YSPywY9oyDlm3E54rxlgcS47a9up97PPcopNS9orNaO+n/AA59K+ForiLUxLYsrGOIuT2Byo/rXUqs0F2ZL+BWVlJKxEjGfQ/0r50+Cv7dfwkvtSmstdvUhkmtWjgjiVhvPDYy+Bn5cAZyTxXTN+3l+z9qTRv/AMLES12j/UT2UoeM91YBSM9uv41LwuJjpys2o5xlNSHOq0Un3aR6jHp9tNMdjlQhMsI3Y6dVrE8cale6JMmqR2k9zMqiVLe0VSzHI6AkA/nXN237Xn7MmqK63HxR0wNIAQxZkII78inWX7RfwM1W5aO0+LGgSEfIiSXqbmPbAPXkDpSjSqp6xf3Grx2CmrQrR/8AAl/mb95qs8Wnm0e2TzCnylsZGe5/CvP/AI7yWFl8INWufFd55dmIB55gOWI3LhPx4H413E/jr4S3Vm86fEPQpp3QDC6vFkH0+9xXlH7W99pHij4RSeGfD+r2tzcahPBFHFp10kjKA4bc2D0yBk1pSi3VSt1OXH1qTwFTkkm+V2V93Y8Juv2wrTRdM/sPwh4Hg8mHKxPeTMSQRjJAPsO9cHqHxv8AGviODyNR1WWOKa5ke4SByiyqduEIHUDBx/vVg+KPhN420DWTpkdk986RI7yWMTyIu5c7SdvDDoR/OvQvAv7Jfj3x58Jj430C7jOpx3LJHoMyeVO679pYM5CjpnnHSva9jQgro/Km80xU5QV7xW1rbHPePvjD4k1aytbaZreKztoVjs7OGMeXGoHYHqT3PeuFGv7rqO7vYDPcfavOZ5JG+f2OD0rQ8W+AviD4X1OTSfFnhS+tJ7ZipjngOBz1B6MPcEisZLG7I2G3fdu5Owk59K0pwhGOh51SeIVS8r3R6D4Y+NR8NQRRWPh5/MgQ5nXUXVm54B4wcAY5B4r2T4BfGL46/EW4ln0DVi1np80Mf9nXOyXehWV3PCqcJHExJHI+UdWFfMtpo+rTlYoLCX942M7ev1r7L/Zo+HXiLwL4Kh0mx8nTpPE8JhnnvoikvkI0bP5bE8B32g8A4QL/AAnOGJUI07tJ+p9Vw7XzbHYtQc3yR3skvTVWPQrPV/HmtWsT6j4Ju7a5PDmGABCfQOzADjqDyO9eea58SviX4B8ay6N8YPCM2l6Zch0tpPJDx7gwKt5wJDcBgeQOelfTfhvW4kvLX4fWMUNzcQQhWu3YsHwBkLgfMRlfz7nNdbq/wn8OeJvCWseGvHFlbXMWo2M0P3Q20uuBt44bHQ9q8P20IP3o6M/SK+ExNWMZUazjKOvSz8pdfuaPzA/a717wr4h+LR1mzkN0xs4lljWdGiTbuG3dGxyfXkYPFU/Bvi7wv4/0yT4UalptjoenXsYFvLEG8tZx91iSSdxP8RJ9OlM/a18F6X4E+O2s+DdHtpYrbT1gjWOYDKnyULfdAH3i3QVw2nT6ZakJcRshwNrqcj6n0r6CDTpR5e2h+O47McVQzerOSTbk1JW0euq76jvHfwP8ffDrU3stW0WWaIjdDeWi+ZFKh6MCOn0ODSeFPgl8T/Fl9Z2mleE7iNb26W3t7i6XyYWkYEhd74GcAnGc4BrsdK+JXivQ9NSPQNXm8tFkeJAFZpT8vyAsCQDtHH6Vz8f7UHxesxPa/wBp2ssE1wJhb39hHcLE4OQyiRSAwPfGa6IVKso2sjWNPLXy1J80VLWys7eV9PyP0w/Zk/YM+GP7NP7DR+MPxK1aC61nxLrhh1C8S5xFaW0P7twmMZKu7YJOCcEV5h8R/BXh7wnC3iW18aWN3pM8Ylt72KRF+Rjhdyk4U9BwSOQAa+QdQ/a+/aI8c+DF8E+KvHEs2kW8yywWaQrGu4NkL8mPlzk7fu5JOMmneN/j78RPFmn3Vhrctl5d3BGs6R6fGN20AgYA45546HpXmVMJOdTmnLU+qo8WZbgqHsqMGoxWit189fveup9TfsV/H34ZWf7dHwU+H5V9Uv7r40+GYIEEA227Nq1sFdieAVY5G3J+nWv6c6/jx/4JqSSv/wAFMf2f3uSd7fHPwmTn31m1r+w6vpsqoQoUWo9Wec80r5rN1KltNFbsFFFFeoMKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAP5ObRLe00LSxZ6U9nHJp0DCSXl2/drk5PTmqviS2XfDcgbi8Qzu7Dpn9K9R+HXwL07UPh3ZeIG1z+0ZYtKjMelxLsmfCDJyTxj074/CuK+Jux7a2ENjFG8DGJ4YxhIwOm5iPmPfNfJaqR9oqlOUOWOpxjoyAyIoWMnlx1b6f406KSFsHhCB8gAySfX3qIsiyFgWldevHyr/QVJaCPDSvL85PLqv6CtSOuhqRRSR6ZC3mbd0jkLk7uwz7dKjDyn/UyLk988AVLdTmTTbSCKMALGzOx4LZdup79O1Vk2sQsMQI64ZuB7mkWm7qwl34i1Xwfc6f4q8NyBL/AEvVLa9tpxHkxyxSK6ONwK5DAEZ4JAzX62fsy/Hfw78bfgrp/wAR9KbbNqFnsu4AMNbXafLNEQeRhwSM9VKsOGFfk9ZR2E99b2+obJl85GljI3DAIOPSv0C/4JpW9sv7Oc+p2xc/bvFF7Ixkg8vO0Rwrx1+7EvJPPPQcD8T8ccswWI4apY2atVpzSi+6ne8X5aJrtbzY6E6lHMYtPSaat6Ju/wCnzPoLrTk702nJ1r+VD2z5J/4Kh3t6mtfDzTYm/wBHlTVpZxjoY2sMEcdcMwA/2q+cdZjtJJ4V0u589HgWTYRsYggMcKcY5Ne7f8FG7671n40aD4fe4QWmmaFFOdzhNvnXMnnqHKkBysEGMgjr6189vo9tpmsxaxpsgncWuJ42ldwsr4UIh2jdy3U45xX9l+G9F4bgXBQlvyyen96pOS/CST8zx1GUqlWaWjl+SUb6f4b+nod14T07xVY+HH1G2iW1tZNks14tqgjRiF8sBzyx5IPYYzxXa/tB2v8AYvwU03xHrcFrfvrF004Tyoz9qxgBskFlbBU/Ke7D2rG8Q2c/h34YXN7qw1G0AK20cC24kiMxxtjdt2AvQnvx0IryzXm0W9ktNX8OeLV8RtYuqMdRvCqwjeFPlxdIVyRgYJI7mvsIL2lpPv8A1qPE4lYatClu2l8ul7HW/s3+PfDvhqzvtW8U6NZxWdzazQSXV1I5FqWOUcRhH8w9UCY5yD2yM7VfgZ8OrzVNZ1HX/Ca30j2S3SahcM6yDdGzgrtfkYUZJHJPQVgeEvHereH/ABr9svLK1MPlkTWxDCFRuwAAmfcZweCfavSNf+N+m+I9StoLeCKwEdlFYPCmWLxKoQhgqnavHAbngAnrWk41I1Lx6+ZbhDEUXCVnba66nlXhLxxrPiyAeB/EfiCK209dPc2/mQYLSRRloowVBOSVCj61Z+Hesyz3k/h0PIFlUkLK+NjZGfpXTat4b8V+DJ9RuPCNtD9vtopBp11YMhaRg2A8bDkg8nI7Vwvim/8AiBpOhf2z4gFxbX7ZAU2CIzfMm47guXx6k/zq6TS+E+djOthZKNRuT3v+l7mT4i8K63fx6hcWVuJIrVfMuGBGEXftBJ9zxV34dWepweHNR0uOxgnmjhLxBzv2xt/dGcbgemQfvn61nweP/HN7aXFlHrVw8EsaLOs1qjKyq+VDfL0BY/nXq/7I3wz0j48eJbv4d+ILeBYHgF5eSrGE2eVIm3P+yC+7HfAqp+5FtvQ8+jCFXERcbrv/AMAwrXUPtqXd4smLWWNhGyHbv3nIwQeCprN8Tahb67b2+iagxvrdGCyxGferHIGOe+fmz719HfEz9kD4JQ3l9I3xc1K0aGPzVn07TES3dlAGMDj6kDnkmvH7j4F6jFZxXekad9uhlMrW817qmxpVAYK4RIht3DBALd6xhUpy1TPdUJTvFf18keR+ILPUfhxNdeGPEYubf+z7hTFb3tq6SxxuC3zgjIwNvYdR7VyHj3VbXUNSs7u3ZpFNiNh6ZG9vUV6b8ZvgJqXhG01b4j+NvGU1tHDbC4niEizLIgdIhBtbBY8oOvf248l+InxP+CvivWor3w6dX021S2SKO0Nmkoj2jkl/MUknJP3RXfGPOuaOp4GaYmpT/dzai9LJvV+f/Dnon7KMVvc/Fy2wXV0tJWVV65wB/Wvq22EzP+7uGCl8bSOmATx+XSvib4GfH34P/Czxp/wlOo3usXfl2jxwqunouGbHJ/eHIwD+dezeJv2p21fwQnxC+GN3cQ2wMnny6lpm62jVGCvnZl1kzLHj+Ehh3BFcGJwuIq1tFpY9fJM0wNDL3GpNcyd7J620PdRaQrHsLqCzfOSfeug8GR36wy/ZVRo5ZDHl+hAUH9M18weI/wBvf4YS6stx4atGt7Uxx5truSSVlkCjcd4jUEFsn7oxkDnGa9F+Hn7eHwQPgmW71LVWSe2uRJcJBCWMSvhQ21sMyjHJAOOPWuV4PEw+yexSz3J60+WNVK3me2zJELCa21CDczHAdGIx7471TtLEoftUMgMx/dOpbjkcHH0ry+3/AG5v2e728M03xRtdrn5le0lAI7dV4FaA/au/ZnvrUPB8VdKjmjzhjOVBHpyBUewrreL+46/7Sy2b92tH/wACX+Zs3+pXtj4i/su1srmb7Q7RySxqvlxbcMN2TkA4xwDyaXW9Tub8LBawxI+/5n4A9qzdF+O3wY1xwtj8VPD0jO25iNQjDIvQk5IIA4/Sr174x+FjCFdK8b6HO5fc23V4jn6/N0qnGSteIo4jDyvaon80eM/tbeJ/Cvg2DQtY8X+ZcSQ3ErWlpbtgSMEGWJzxjP8A49XhvjH9sjXdX0x9O8PeFrSx3xhFuGdnePAxx2zjHWvRf21PDcvxV8WaNofhTVraU2sEkklyk4NtHvZRgsucHgHvxXy/L4B8aW08pi0C8mjRyDLHauytg9Qccj3r1sLQpzpJy3PzjiLEYyGY1PZaRdtV1slfU7Ox+MniW81+01TVZ/tKWgja2srliYFdVA3FRjq3zfU1i/ED4oeKtf1OafVNSMl1OCGlAAYZ9D244HoDivQvH37GvxS0Lw7ZeJvBbL4gSezMt7DZAJJalQPlKs2WPXhQTx0rxnVNB8R2c8g1TRrqCUEiQTQMrDHUEEcV0U4U3K6sfP4qGPoS5aqav+PzJdJ8QW1lqImisCSIVRiJmVgQQdwOeDkfSvQtH/aK1DQk8zQtCktDuHlmDUWwpGMHaysByM8CvMFsbp8eXbOeP4UJzW/4H8Gax4m8TWejjSp3R5VzGi8kdcA9sjv269q0lGLWoYPG5lRkqeHlvpayf5o+sPgj8Rf2gfEXh+28X3LR6zaXkJYW0qKTETM6Iu5QNpKxStzwFAJwGFejarJ8StT064m8L+Brx777OzwWlwq24cgZ5LMCeM4A6/rR8G/B+t6RDpngGbVLTT7Lw/ILueEp5M0k8kaM3mDJJ2qEQL0UDHrXtfhDV5PiJLPHothBCsPys0md3TIJ4woIIIz684PFeBiKkY1Lxij9iy7C144NQq1HzNb9b21avf8AyPlTwb8aNW0/V5/Dvxc019M1S1kd40vIEtVEZTnl2C4BDHJJyO5r5S8Rap4U074iahqi6Quq2/8AaMr7L9iFkJcnOI2HH4mv1Q+O/wABvh/4/wDhrDa+JdKWa6028F2k1uimUoqMpIZlI24Lcetfknewq+pStLGT++Y4bg9a78vq06kZOCs+p8Pxf9ewVOhRqz50rtSa16b9Ox6Y2k2/7SnhldIs7mz0/XNKBGnWch2LNCeqKcbQB6dvpmvK9W+G/jbQNQbR9U8MXkVwshQxmAkFh6EcH8K2tJ1HTLR1ZXeCVSeVJ5+hFdPrfxl+IGh6RMdP1WZ1CrF5QC/IuwLvJxkngDJ/E16NOc4uy2PnKOIpZjC9dNSitZLqummmq732Kfwg/ZV+KfxO8VxaA+mDSIfJW4ubnU2EWy3LFfMVDhpOjY2jkgiv1I+Nv7IvwL/ZV8A+DPgcviCLT7tvD0TnVLmbeZ9QkAdlx8o2nzDkjkHb1xX5VWH7WHxssHtmh1uza4tIzHb3kulwyXCKTnaJGUsBnnAIFdZc/tb/AB/8beLNK8aeNvFp1LULKNobcXMKlFRhhiU+6WP94jdnnNYYujWr25np2PeyvNsoyhc1OMnN6XaW33/8PpqfR/xT0nR/hvHNaa/4jtVIL+W8EqOJAnUjJBIHBIwMA19c/wDBtl8b/AHxJ/4KC+JvDXhe0e4u7P4M6hLPqjQhQQNV0lWjUn5iCWB7D5e9fkZ8TPin4w8caRHZ61LbsIS5iWG1VCpf7xyBkZ4z9B6V+g3/AAaHEf8ADyXxuM8/8KP1LOf+wxo1bZZg6cK8Zt6pnRjOKZ5jUVGjG0Hvda/8A/oyooor6swCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigD5I/4Lox20v/AAS6+I8d3aSTxtqHhsNDEcM//FRabwK/n4kYw6kbf7N9lCOB5CDn8Sea/oL/AOC4+nJq3/BMH4i2El00Cyah4bzKq7iuPEOmnOPwr8Q9b+Dlj4M0JPEtvcRa3L5u6V4ztituM4cclh9O9eHml/bL0/Vn0OUVIQoSu9W/0R4nrFpHbX80e0bQxyxHf0qkweDaJogox8sQOM/Xv+FbvxAKP4hluLbAjlUN5uzYOeu1cVz4dVU+QWw3DTSf5/QVxR2PRk1uWEMcnEbfMSMqg5x/StS+R4JQrTL8saAhTwMKByT1rMtvIiRdjMO5AGCfcn0rS1ubz9SmkeELGHKhBlRxxwPwo6gnbbchBkY7DIAn8WTkn/69ef8A7QHhOHxn4ffTU09pJYbR5bF4UYuJl5wBj5gRlTj1HFd9GHZsoFUDADsensKs2s+m20d5qbfNJb2bfZ5VgMpV8gggdT6dR1pwm6c1JGeLo+3wzgz5f8Y/Fvw7qH7O+lfDnTI5oNUhvidVjK4V1UuQSe5JK/8AfP0ryyEcir3i+6ub/wAT6heXsQSaW8kaVFi2AMWJI2/w89u1Uovc4r6KjTjThp11PgK9WdWS5uit9xYgIzx+lfZP7DbQS/De1i1NvKtv7Rli8xYy5YsU6gA8D196+N7blsYr7t/Zu8E2+ifCTw/aXDrHDcacJZg9wYXMs0iuW+4xZRGcDGDnrxXmZxJKgk+rPV4dhOWYNx6J/wDAO5FvPc6t5doYpcziNXd8hGYgZYd/XFem+D7bxfpF9pNpJMNPSYGCzjubVIvtCsuGUgY4LHGTyRzzivOPAOhy2niX+zdGt2vI7q6aSBiSHMca5LtnAAy3PJ4AruPjBcaZoNvpFrr3irU9L81DdG5nsciCEAYeNsn94W2qCAQM5HTB+Uk71FBar+uh9xKXsKFSpLRr+vxuQftoRWvg3xTB4bOlQT3FvYRxqwjjDW2QCGBUBiCCMbuhzVzwdr/hjWvhSPhrqNjb2N9qt4r6fMjvJPOCuGiC7MIFIbLb13btv08v1BlsNYuNX0CW01aO9hcjUb+/NxKxG05JbO/AYHHABzx0re+CPxam8G6mbjWdMiu47e/E8KzBvMDRlW+Xqq4I4zgDJzkDFU6bVFJatfInD4n2qU9ubS3z/Ex/EPwz8EfD7wTB418PeEYrHV7LU0FvegsZCfMYZZSxXOFJ6d/aqFx4pv8Axz4Vuda8Sa2kl9ptzHHb2ccW13hdWLycDGAVX/vqvSLrxhafE+W90OC5tIxciS7W1ZsxCZQW2htu0sQCoweuAOprlNftviX4d0VbLwPp0kZuLsrqMNnGhzEFBxIo+8N3Y04tuXv7nk42hPDV/aU9IfypfoZ2n6jP4i8B3MLTFjaAjdLJyy/LgH1NcD4l8H681nBfvbL9nmnkhglZgAXXGR+Ga2/GeveKvC99DD9tuLeV8vcJHZJEUbYuBtVQB/k1Qu/GfjLWLGKPU79ri3iklaOO5tEIBchnKnHUk5OK6NWkzyMZUhWSTTvb9evyOo0W6uYvDWnX9xawBFeSK6uiN0gk2MgySeFLEHjHL8+2ol7NDYwz3k5hcXBmVRLs2gDBGQeQcdK9c/ZN/Z98FfG7wSfG3im/tdPi0SWa0truS1SRDuRHbMbcMWLd/TFVfid+yv8ACfw9pD6toPxP1yS+WUw2+lyWyotw38KqWB27jgZPr6VzOrTU+VvU9LDRdOjHW7Z4jrnh+4+KWrPptrY3d/etAxsJbZTNKjKAxdQASVIBJHYD2rkZ/FUVpLajWL0edImx2ETffDFdvTk4AP417TcfAnxbZag9tommxwzABY7z+12aWL5GIbiNRjnn3xXkXjXwJ4P/AGb9W0vXPidrN3qlpJfTQjR42RmdkjUiVWxlVG9OxznHuOqjy1Fypk42VbC03K1lpdvZffa55/rdzE/iS+fy2bdeSEkn/aPtX0F+xbFbnw/rN3Ezk/aow4HIGF4/nXzVq/jf4W3+s3OpQ67q6JJO0gB0tONxJwMTe/evUfgF+1j8GPhN4fvdJu5NYnnvroO832BQoUKABgOTnqaWKo1qlFqKPIybHYajmKnWnFR16o+tIoZ5oCklyWXywfm9yev5U828AdQsiqFHy5POa8R1z9qi2+H/AI103WPEyXM/hK5fN1a3MHkXFxmPzFEEqRuoj2yxN8wLY4ODWLbft5eBo9SKmWFoSxCu8UoIXPfjrXmvA4ndK59dLP8AKKUnGc7O/wDXyPrPRIdUOiRQGOMKsSyDcOQSM8fXNP1RIZreBFhKzx5O7dw3t7V5VH+3n8ArbRNNuv8AhJ2t1uLMRrdNbF4wyAKUYLllbuAQOMGk0/8AbV/Z0vEMF18UrIqeR50Ei4/ErUPD4hO/KzsjmmVuCXto/wDgS/zPTJrHyNPkSylBjeMzElskVzGi67em7ntE06cQ2gDrPOq+XJvHO3kk4IGcgdax7v8Aam/ZwulFxpfxY0iNpMB1e6AAPrzWlpXxc+DevR7IPif4eeHaFZ49TiUMc/dzu5OP6U405xWsX9w3jMJNrlqx+9f5kl5c3eo6iJLVIo41XGGPWvmr49fF/wAHfCn4w3uotpkmp6v5EAaNpNscIC5C5zz1z0719J3Pi74dzXbjSPGGiSJ5WN66pEwH0G7rXxN+0l4A1rxv8RfEnjvRbpTaQzBV8x8mfYEQeVtB3A8emcH6V1YOmp1Gp6Kx8/xNWn9Ri6DUmpX01sknqVPF37WPizxLf20dho1pZW8VwHdIss0yg9GJ4x9BWX4X+MnjDT3vNTTUjPqV1B5Rv7ly8sSE8iMn7pPr2FYHw0+EXjDxT4303w1fWN1p8N7OUN9cWT7IQFJycgeldR8YP2W/i98K7u4uLPRpdV0eJ9seq6codHBXOdgJdR1GSAOK9J0aMfd0Pz1/2nVputq0nr5adjgde8a6jrF2UvJN8Yl8ydE4349cde/5mpvB3jaz8P3JvDoonjWV32G4dd+7HynrkAgEd81iT6Tqdq4S50+WPB5DxkZNOh06+kkHl2UjZbhRGQM1vyxS0OGnXxFGpzwdmer6J+03400Yx2nhOG4spyuxHS+8wc9sOhPX3r6h8D+IPjbZQ/2f4p0ga1E8sipe2tvud1Vtm5duFkBkVwMckLu6V8q/s0fCbWfiB49hjbTbkrEykSJET5fPLnkcAA854+9/CRX3V8L9Uv4Ek+I2uX1lJElnFZ2OlWHyosSBUiRUzxwB1OckknrXm43kgrWTf4n6Nwt/aWLi6+Im+Xp0Wm+isjgviHN8abTw42reB/Al3c+VL/pZMSl4VwT8sO7c3fk9MdDXnnjL4w+HPGHwS12w8RXDWeoS6aIb+I+XHL5ygghY3YE5Kk8A459K+0/Cmn3XjTTIdchitYrWRg67CfmXtyQM9vzrwj/gpb8FfANl8M9Q+K2l6R5WowaZbWbyW0ahd/2hc7/l3E7WfkEdOc1xYatTdaMJLW/Tue5m9HG0MLWxNGpePI04va1t1a2vrc+CvB/jDRvBuoNf2vhW2urkHNtcXRZpIeeq87c++3jtXVeP/hRe/GLST8WvAEsN3dtHu1nS43xNG4AywB+8cc8devrXnltFDHIZJYQ2F6ZxXTeFfEUWk6hHd6JdSxTo4ZI84yRzz2I4717rlJSutz8jwuYNfuKseaEu1k0+6dvz6HI2/gHxleX/APZdl4WvpbgYAhW1Yt+WK+m/+Cc//BOnxN+038e/Dvh74jSx6XoUut/Z723e4UXMzRZaSLZyY8BHBLAcjHWvG/FPx4+KGjQWsGna7MAMSJc7VAVhxsAA7DH51P4W/bT/AGiPDWunXfCniSzsL6SUvLPZ6TAjSsRgl2C5fI4O4nI65rSbrVKfu2R6+GWUYTEKVfmlbpZW+ep+kf7SXwr+FH/Cxda8EeCPEVlpuoaTO5h02eb/AF1qoyrFicq/OMYxjb0wK+ZviN4x8G/DO+R/EHiSONrOVRcRx7W2gjOPlJOSp49a8ItP2kfi3Pf63quo6xHe3Ws7JdQuLuASEuCMBd33RyeFwPbgV5/8WPGWv+NdTbV9aljeV9plaKAJnaMDOBzgcc9q82lgYupaTPo63GtJUbUYe90utLfJ/wCR/R9/wbNfEfwt8Uf2HfG/iTwjpL2tqvxk1CFmljVGnddK0k+YQvQkMo55+X8K/RWvyu/4NDyD/wAE2fG+08f8Lw1L/wBM+jV+qNfZYSEaeGjFbJHmRr1MVH2tTeWrCiiiugoKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK/Jz/AIOdbe2n134GebpMl1Ium+LTFtJ2ofM0PJbFfrHX5Y/8HIfg2Hxp44+A+nza4lgPsHi1RLJGSnL6L15GMBa5Mdf6rL+up2YBxWMg3t/wD8i4AL2KaFnwGjY7FGFTHNc7LAB+7WBSc/ImOo9a9s8XeANO+G1wlrDbrcQXEG3+1ZF3LLkH/Vp2OeOeleK6ohhupUl3RKJCMA/O3PfjivnoXPqJTjUV0RK/lybZQrN7dF+g/qavaMiy6jAIJMhXBz0UEcknFZuVO2EqUjz90j5m/r+Na2hzxW1+JFXeEichCvy8I3GB1rQhWB9yHYZs+mDgH6UISx3XDKVH3VxnP5VGxw+6dctnKkt0/pTohgbpXWNcZYluW+vep6GsXJs8O/aP8Oouop8QYdKczWF+q3ZiQ7ZLcjK7v7pBBGe4YVxv7TnxR8O/EzxTp0/hF5V06001I44pFxscklgB+Q/CvoD456hDpXwQ1ibS7cG5vCyy/wCheYHiIUEE/wAOBkgnOK+NTy2cV6+BSqxUn9nRHxmaqWHrSpp/Fq/xJIQByauWRHmL/vdKpx9B/Kt7wBobeJ/F2l+H1B/06/igyoyfmcDj8675tRjdniWcpJI++vhM1tP4Ftn1CbyJ20qGWGNUO3ARF5bGFOCT171v+FNMv9S1aOK1tRNu2y7o4hMzqCoARDwTzk5445rNg8M6WdMmsr+7EMahjaiG4IZUCosSGPZkN97dlscgj0rr/gno2qTXKafFp8hFqkUMlxaEna8mW2DOCTyOgzgetfCVpqKclufqdClNKmpeX4W/4J6h8GdF8V+IfGz+FtYuoRKwS4u9NkjQGNkUncAOMjKjGCME9MV4Z8Sdc0+X4uzWlto0MitqD+deRqiGUcjkRgLlcgnjkiui+JGqeHIPG19pmpfELUtMljQWuyRTaS3Eu35ozIDlYlAUY4LE+3Pn91NqGhaXcabZadYxwxylluYJN0rKUDA88qSDknJPH0qaUFzX7r0Mni1OvOivs3132/L1PWviuvgz4ueCrTR30iBbnQ9MT+1dJs2aTcQwAeSRlTlj82AW2A4wMjHm3jvTdK+CHiGzuvhnosGkzXunsLtIQzq4VwBgSFsDIJrtfhr8dIvD/g+ax1nRrSS4uNP+yPcuxUqrlHJdnBGPlzgHcWJxgDmPVcfEbRhq1rJb3j6dKIFhlGHETKWBUOBlV2kHHTK+tQlOF4v4fUnH0XiaHtIaT721tc8/8R6v50el+Mv7a+0Xl/B5t81spX7POrsvltxjO1Vbjs1W/Hfn674dsdYRlHmpyGfOCEBJxWhr4+K39qWug6fZTNocVuhVYrOOeBJWGXKpgrn1OO1cBqnjTxPpmpT6XaatciIRrEgWFdrqUweCtdMLNWWx4NWu40pQmm+m2+u5TvvDXiDw94ojudQsxHJCI53RnALRsucde6np716FeXNzZ3zQCxhUzwQtaCFeZlAbcSSSS+HUkk9x2rj5fFPiDWNaj1HxXcLdNIyGSS4tVDn5QACQAcEYGa+vPCv7I/w18RfCyH4j+KfEA0288Q2tveSwW9kss0h8tSDHjmMAYXjtx0POdWappOTM8BSi6kpRenmfPs+sHSLgXD6myyJbJE+24KbyB2Hrj5c1xus+GtSurG4+ImjadcrPptwp1C+SEvGVkwFErL0PYZPOCK9u8d/sx+B9D1+207wJ481bW57lTNNZ3rJb/Z12n5mfY3AO0YA/i+tcbrv7PHjHxFoF1o1nEmn28gDzSW2psxm2uzhDuQDdkDtjpTpVKaadz1HGrOHPFXtt5/11PJNQ8S6cw1LSkuyZBazbQsZUsu0/N0xg1wtnNDt2mMgcfNmuz8Waj8LvgrqWs+APGOrahqmqXemQfZb+CFHNisibjG3zAOSrL3Xbk9eg86i8YfDKA+cNf1YZ6KdLT9f3v8q7FTktj5THYtzrWcopq6autNfU+2vgJAkHwh0MW0sgD2oKP15LZOP8K7f7O0oVrmXcFduvsSP6V88/B79rr4TT6Hovwn8OrrX20W621s/2NN0kxU/cyxUEt03cdMmrEX7Zek+DbrWtD+JO6WWWCGXw4ywPBLbKzF91wgjIkZoyB8rKF6815E8FiZyk7dT7WjnWV0sNTbmrJJOz0TSXmfQNpa+ZfRpCytI86qEHcbhx+tdiy6jLFFcXCRED5TgckD1r5W8A/t8fDaLxFayeILmKKCO5WSSWOKUk4IPAI9q9Q1r9ur4BW95Po83jT7CVcEiW2ZhKpAYOjxhgynPrWcsLiYq3KddDOsorXmqqS82l+Z6dqlvY3eoMyI0SSAJKGfkehyffis/xRBJbaWA7/u4nES7TktXDaf8Atm/s2X+xr74n6cxGQ3mo8ZIP1WpH/aX/AGfLm4W2034u6H5ZO4C4vVA+nPHakqNVbxf3G31/AT+GtH/wJf5m9oviO8utLW/v9KlhEvy+VeKocbflHQkDOAevQ1Rc306XFxM8ao2TtB5FWrH4k/B7V4luZPiRoDKCWiX+1YlBHZsbuhrF8WeMvB0PhTUbrTfE2lyeXDI0a2+oRvJIdpwFAbr0wKrllzWsHt6Hs/jT+aPlOX9pbwj8Nru90bwf4cbUHkuJTLe3UpUSOXJyAPU1xXiH9pXx54m1G6u4HTT1kgEcKWRK+T84JIY5OSMg9OtYHjL4PeLtLtYNWiiadb2VjDaxKzzqMBsuoHA5xn2OcV0XwG/Zt8U/FjUNT0bUL/8AsR7W1V4n1C0cLOx3YUHjn5a9tUKEY82/qfkc5ZpWrKgrp9lp07/8Erv8XvElr4LbQtPmjjt5JTLeyYzJcuehkJ6gdh+NcDqPiaXU5ZLjUgZU8oxxAEgJnqQB3P610nxE+C3xf+HlwLDxd4MvYIpQGjlRRJG45/jQkA+xOa5A2F7HIUms3U7eFaM8D6VpThBK6PMrPExly1E010Z1/g/4mw+HIFQeHhK7BAhF66bNoAJGOQSAM816d8Lf2g/ir4q8UQ+FfCOrzaajpLNN5lwkqkRxM5+8mSSEwBk7iQOprwi303UslorKViB97ZjA9q+jf2NPAGveG2b4sxaWiT6bMj202oWxaDzS4WMNkgZDHfg5BKjP3DmKygoNs9zJcTm2KxcKEJtRvd2S2W+tr/ie+aDr3xVuLL+y/F/gqVrmFQslxZ2hYbwMSbhnjDcbvukg46Vy3xU8V/GrwBe2niB/A11/wj4Mb3F4IlnLpu+cPtY+SMZ7enIr23wNqP8Awr7w9BZ6tfQ6nd6pOZGkMxZYyxAyx5xliBgZ6/U16joPg77VPBf+ILe2e2dAXgK8Fc5OVI5GPwIrwJVowndxVj9UqYKtXwypwrOMl1Vr/Py9LPzPzs/a38c+CvGnw60RbO+Z2ivHkjghmi3NkMNzgEsgBBHIGSD6V5V8N/ijo/g+SOwtvCtpCs7GO/vUDNJJG3BB3E8AZ+UYB717d/wUy+EHg/4XeLdOm8Iac8Ca1qN9dygIojILRkbQFBAyz8EnpXzJp/2K1YPcwEgtyVPP5V7mGlCWGXLsflXEOOx+HzycptKcbLReS7+R0nxO/Z48QeH5B4s8HIur6FeNutrmwJcx55Csv3h9cdvWuS0r4ceOdaWWbSvCl9MkCM88q2zYjVRlmY4woAHJPArtvC3jTUdBgkbw5q8kWQoZsAiP5gQQGGMggc9arar+0p8XtC8QO9hq+wRRmFo7qFZEnQ55ZSNrAg9Ohz3rrhUqtW3Zzx+oYiKryUoJvZWevle2nkfcH/BJn/gm3Yao/ib49fGu5gd/Dnho3OlaTbXgbbJODHG7suefvjAOV6mtXx/4C8Fa6JfFHgDxbYTwRy+Xe2CyANbT9WVcn51B6ZwcYGCK+IfBv7af7SOj6bceGPD3jOPT9NvIPKubax0+KCPZggbQijaQCQCMEAnB5qbSf2hfiXpnhmx0a2u7YRWbyiCWS0VpPm5LFjyxyTyc/pXn4jC1KlRymz6fA8SZTllFUaMJcq1eiu39/wDStZHsHi/45fDD4dXtxJq+tG9Sa3Pl21tGshmPQYwduOoOSK/pW/4J6apZa3+wH8Dta02xFrb3nwf8Mz29sAMQo+lWzKnHHAIHHpX8d/iy9ub/AFd7q6CgMTtCRhV654A4H0Ff2Af8Ex+f+CbP7PZz/wA0P8J/+me1r3Mow1Og5OO7RyTzuvm9V8ySitkvPzPcKKKK9wQV+Ev/AAVx1Cwtv+Ck/wAWyxuUdNQ0fzGgGMn/AIR/Syhz7Gv3ar8Vf+Cm2naneft5fHaz0Dx5p1pNcX2kSXelzKBJPEvhzSxgu3AGNxGBnJ61wZjJRoJvudeCTlWsux8CeLtZuNX1gSX147TzwlJSz8/dwOv4VxmgaBJruoXNvFcJGIImdiFyzdOB3rTlZk1J7woPklJTJ7A8Vk3kD2Ot3sQkUMxZlCNzg9sivEjuz6aopRhGJUNvFbzyWznasLkMR1YiriTj+zhCqMiPcckDJJA/+v3qtCyNGWSFDgnJDcdP1qYSKunxKrllLuxCjAB+UdfwqmQnZocgIJjhTnODzU0NskcokCknHIjHP09vrUQUMgEkrAnpHD1P+fWrMKbLfyxJtzxtQ8n2B/rUtnVF+6eA/tkagYv7K0J72YyLJJM8PnEoAQADt6Zzu5z619zf8EE/2v8A9nXwF8Ddc+AHxB8caN4X8Rr4nm1S3k1m9jtY9UglghQFJJCFaRDEVKZzt2kAjdt+I/24NFtIT4d12NmSZ4ZbeWJ88hSGVh6/eIP4V4DF1Jr7XhbOKuSV4YulFSdmmn1T/I/AfGPw7y/xNyGvkWNqypRlKM4zhZuMo6q6eklZtNO3dNNJn6Jf8F7v2q/gN8c/Fngf4Z/CLxRpniO+8Lfb5tZ1rSp1nghM/kqtskyZWRv3RZ9pIXCDruA8L/4J+aTDu8XeI5LqONoNNhhjWXIEhaTO3OMD7vcgcdRXzKmd3Svs/wD4Je6L8G77TtfPxw8Q6zpmmT3ttFaXWi2cU7CbeuTIjnlAhc/Lk7iuAeh4+LM1rZtUq4uorOVtF2VkvXRHb4UcFZf4eZFgsgwdSU4UFP3p7uUnKcm0tEuaTslsrLV6v3bwRbWVn4gttJ8WeHnV5LiO3ihtwgMk8pCogd3AHJGfmxgGvpLRPhP4lb4Tafc+GNG/4l2u6oNKN6bhobm1EbRl2gMZOMq23G7B4G7mvCb34UfBe5/aX1a0/Zu8c3niHwlHAsemjxXEsk9zJJCqSzLCQAjK7sVHyY+U8nr77ceGfGfhTx7oHwD/AOEojlsPCenvq4Fpe7yJ22f64RsRA4cqpR+TswV71+a4yezT1tfU/oDDc9WDc1a+i1Pgj44/Cf4ieA/jW/hrWdBu7WaO5T7HMo3B492FkDDIJIxnnIOc1zHi39oTX/BOqL4JuvD4SOBUgla7hKSoAoUtgjgnnn0+tfot4ieRLttTv1WdnYmR3O7cfrXyn8ffh6vxGuJINd0m2vRKCEuAV86L5mA+bquOwrrwuMVeK547WR8/i8nr4LmeGq2cnfVdul/n2OX8HeJLDVtKt9RtEUQonJdWIf5iWJIPYE+vSva/B+nzeKvABhubTyUa9ikgmeUyNsXjOcD5SwIA7cc84rwf9nTRrnwD4om+H3imJ71baXEaSdGtpB8pOenzcHHcYBrWu/E134b+I+oaPpFl9jiiu2haCGZ3DRhgDgljgrjdxxjtxWlWPtJWj6mlHFN4WMau709Gv+CemfF/wDfX/hy5sdMgN0Uuoy0cEoOAGGc+4NfPGseFfE3hgrPfeH9RsVaTMF2I2UMRkkBvXvxXv/hz4w+DrKC80nW/EwhSZvkSWFztdWyckA+lYfx8uvD/AI78JaLaeDtbgvGjuJZpUAMe1SuwffAHUH8qmjKcGk1ocGJp068HKMtUeY/s+eI9Y8N/F7Q9daKRltb9JYkuSQrsrBlBJ45YAZPrX6GeB/FDa/Dq9gl8EgvZ3ubC4eAAzFk3YVv/AGWvz38K+FH0fxLp6a0IAkoYxoblG3AEjOA3HOK+pvhLf3WreAp9ASedbqyuPOsboT7cRMThs55wQ6n0CqKyxqU7MywtOVKg2+j/AERrWdtqXgTxrNYazZrbrqSM8MM8ePnXduJB/vA8e0Zrjfiv8YV8NazB8O5PC6Txy3cDyX5nOPLds42447jrXrP7WXxJ8CXXw5sfD1/cx6tr9tp0U73VvbCMwNG29QZMksWOQVAxg89a+av2p5Z7zX9CvdLYKtxGkXnRrjdtfIPvw1Z4ek5SjKa3/Tqd88TKlgpRpu/I1f0fQ+GdYjNvq9zbPH5fl3DqIhnCYY8c1X5LFgx59a6n4y6NFoPxU1+wVyQuqTOhK43KzFgfxBBrl/NXyhH5QLbid2Dn6V9AndXPyetFwrSi+jZ23wS8aWfhO61WwvfFmpaRHqlj9ne4099vmruBMUnBOxu/uBXIXLebdPIcj5zkGoowDhVbA7Cu08Z/D/wnovhjQPEOm/E/S7/UNWsDNqmiRwzCbTJAzAK7bCjFlAbAbI3YIGKm8Yyv3NnUqVsOoaWhd792u71+WpyeHiO6A5IPysp/WtbxbcW0stpPDA0c81lHJduW+/IRycds4z+Navwt8MeHtT1O81bxRqFrLbaTpz3q6d9q2SX7oygQJkZOcljjnajVzev63ea9q0+sXxXzZ3LFVAAQdAoHYAYAHYCjdmVnChd/a/Tr/XmVmnw2Npq94fLSa3ZBSM/a48nP+0Kzm3BPMZxycbTW58KrS2vfiNodlfKxhk1SATBRk7d4zxkdveq2VyaMXOoorq0XVuGlkbLHIJI5p63pSDyCeN+TjrXturfs6eA2uGv9NnvYVL5WPeNrD6HJGfTNeRfEDSItA8W32kWKIqwT/u1BzhcZHJ61zU69Oq7ROvHZTjcugp1bWbtozMkvWi+RMh938BIIFa3g74gXngu+1C5jsI7z+0tFu9OmjuTkKk8RQuCQcMM5yOeuCp5HPxzeU5kcZY9CKDKWc7Ttc5wK32OCnUqUpJxdj7z/AGZbSM/DPQ7ee2MaTeEXuooSNyo0kxcgZ6AHOPQV89ftG/E698FwSaZpd4guZrjMa+Y2crkb8DGMfXnPpkHe+Hv7Zuu+B9DsNBi8AwXDWfh+PS4nN4ULYzl8bTyd3T26187/ABq8Zr468e3OqhlVVwgRXyobvg9+eM98Zrhw2Hk8RKU1ofoua5rQjlFOnRfvWS2201Oi+Avi/wAUXHi+402J0u7i80u5jtUntkl8uXYSrorKcPkDBHNexaB8WviZbaZYRS60yyWkYVUYNJs45UCRmzz8xzxnoAABXhf7Ok8mnfE211K3uGR4IXcSK2MdBj9cfjXsklxp2wXu1m3KcIg4U9M5rprpc1jHh3mlhXNyeja39DWi+M3xTspxdL48vYnhbfGyT4IfrkY6dq0rT9rT412QT7Z45u7yJj+9gnk+8M+owQfcetcLcwX13KJVslKytkurgBR05zwBVhdK0uzO7ULj7Q68LFFkKv49TXO6dJrVHvutWi/dk0c9+0P8V9T+InjpNYurWEpFZRj9/axtI7cliXK5YZJ70WHxG+DfiS8Fl4l+GtpoSeUxF7pVsJwzBSArxyc4zj5lYY6kMOK5X4lyl/FMqKpCRwoEB7DGcfrXNTOxiPQnrzWsYJRSR+Y5hjq8c0rO6d5PdX2/L5WPd4vFP7ImlafEbW1ur6RrSNntbiywLafYPMVXAUlS+SM561y3xYg+Fw0AeJfBtjpOpfaNQQJK+nNC8SbGLIyggE7sc9SBnvXlKBnypBwP0rtvhzYaBqGk3lpr+pLHEJ4mhgY8u2GBI/CqUXCTkmzswuZzxVRUZwil0sttPN/10J/h9BofiH7Sl54Q09hGUICCRcZz6PXW/wDCH+CZtMmvbrwvbNKG2jbNOBxj0krKsdN0HRldNH85ZJTglZgAceoxXQxSX+oW8GnXWt/Z0VAmFijXv1Py8n3rGUnzXvoezh6OFbs4J/JHW/8ABOfwnput/wDBSz4Kafovw1t55rP4t+GrtLi3a4aSCKHUraR5NvmYwoBYkggAHOa/q4r+Xv8A4J9aB43+H3/BQX4J+L/h3rV2lxd/Fnw/YarMJ0jL2E9/BHcp0GVaJmUqOoJHev6hK+gymSlRbT6j9kqMnFR5fkl+QUUUV6owooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooA/mG0XxCmm+DdNutGmu4ZTYW/lY+VQCihwcYzzXnPieaO8tr1EnLKkgf72eMkc9+mK9n8aWGqJ+y9oM9l4707UtNstNtU+wWyhGgmMYOefmc5LZ7e3FeIW1u7xzWu1Q08Lqcnvgnv9K+VlKMnp0PrMJCSptszrHw1JfeG5ddadNiS48lF9FByaoweTtEsgPI+REPb1PpSwt5WnGIyIQsmHG75eO/vTpGQQhvKVQQPmJH8qsava5bupfPaKN1KhLdSqAcYPPJ/GmxK0uFRcL79M/Si6c/aRGpL7URVZxtGAoGcUvlLIQvms7d1HCr9f8ACpexvSdx4tD5MkMAOWHBHAHuTX6Jf8E29MurH9k7Rb25umlF/qF9PGXkLMqi5eLBJ94ycds1+eyIXkRFZnw2QinH5+v0r9Gv2AL22uP2XNDs7W3kRLS81CP94pG7deTS5GeoHmY+oNfjfjfKa4Ngo9a0L+nJU/VI0pxTx0G9knb10t+HMez05OtNpyd6/kw9g+Cv20bi+1/9ofXbaxmS7kS/ggt7OYsDHHHYwMxGSBjeZDgNnqdvU1z3wmtvDer3rWGo6LOL2OIXarEkYEUUbopY7nUsS7IBgMRycY6+hajafscfEX48eMLj9qH4k+LdCnj8Q6rDI2gabE8bQW7i3gRXO50kZo2DNjGCvI6HjP2QvgBJ4/1VtG0zxDZzW9xqImiv7tke4soYVZgrTPjy4irbmJYjgE4xmv7myGl9U4bwtCejhSpp9rqCT9djx8DOVWyitH7zvpa/vPTzb+R658evgD8S9Y8Lv4D0/wAPqht/Dy6rYm3vXSS9eXyXjjuVO1GABPJyRleOc1+f3h/w74y0HxjfzXmhajFNp7NJd2q2zF28uRWKFcc4x09q/RTw1r3jbxpr3iXx/rOvB2trhNEgEF4zwCGJEyqSBtsgHyDK5xgjcc1zXj55NM0G9jt0EczRgRSgfMvPXNduExc6U3SaTvYvMcqji5xxCm4uPzvY+AbL9pO88ReIF8O+IdLgggVjmWMYZmHb1x1r2Dw/rkSXcd+YP9bJlIldo2GSCAjcgHGeo/wrnfjh8Cn8d3tzeW+mW9tqUUjPb6hZ7RuYN/EV+8D69RW98E7y01n4b39rrmifbLq2sHdvPkK7J4QQ4DAhsjA4z/OvWnOm4XieRgpY3D15U60r6XT8luj2w+F5Nbh0u+1GOO2mh01kmUsQC2SWyTjpjngZ64Ga8q+Pfw61zVEtbnTtKmu1W2ZQ0LBgGLJwMVz3w68f3cBlgu5Hjs0V2kjRnIibaB1JJKsORnJ+U8nFem6V8ZPh9eaZa2Gs+MIlmtnIy9tJ90kYxhecY61yqE6UrrUqtUoYj3k7KWp81a3pmv8Ah9nsb7SdQ0+bywHt3Rk3gnIJHcHGfwr2r9g3xleeHPGGr2epuyf2lpj2peUfOgfbgqD33rGvH97NYP7QWiJ4v+IM+q+G72G7tUtYYVlEgTLIuCMNg9c1R+F+irpOsX9td3Mcd5CQEkiuFZom9mBI9DW85KpR1W55dLDSp4uyemv5H3Rqbal44+FMenrFvvYYUiksI7bDtGBwxAyW6ZzXnXhKe4stPu/BepNClzZTbGVhyqsSyY7jHKfVDXRfCzWr7Uta8M+KrbUH0ySJhFqbSyfJlcqyFM9iGA9sGsf4+fEf4d+JPjbp+oeEIkeSK6uLe51GO3EMdwWQvnYMlsOoUMTk7j615dOnOTlFLbX0PUwtVUqyber931PnD9rb4vj4ifDXxJ4al8Hpa/YtNGyQzly8iXcWW6DoFJr4oD5YszknHWvr74x6Jda18RPFOhpmKGfTL50jVepeIsqgf7xFfIkqxxgqhyc46V72EUYUrI+G4knUqYpSnvqvuf8AwSPaduC3H0rvdN8cWkvwUm8ES+KtSjkt7xriPR/M/wBFmLFQZcY++FyOT0ArhZJEkIAhAwoB25596veHbRb/AFy1s5blI0mnSOSRyAqKTgkk9AASSa6HZrU8PD1p0pNR+0mvvK0Shn+Z8ZGQTWj4cnmtddtGjjLI0yrKgP8ArEJwV/EEitb4meB/C3gvxnf+H/B/xM0vxLY20+y21exhmiSdfULIgI/UehNaPh2z0jwh8Obrx8l7bXmsXF61hZQRXALWC7FZrhkxkFgSqHsVY9QKTkmr9whRnGs03bl1ez29NzlNae0TV7iPTo2S3SZliQtk4Bx1qoJ8kjBHPemvI2eDknqc02RWXCbgxPPHaqsYN80mzc8MOyveSpwBZ9Af+miCryzF494b2JJrf/Zl8L6B4u8SappXiOGR4DpJ2CMfx+bHjnIx0PPP0r0bUv2e/COjwzXNlcXUmLdysNxICoYKcdACa56tenTnyvc9Shk+MxmHVana2q37Hj0l6021TyVTC/4mov7QcOFhZxx82xiAaiuDICxiK4xhiKjinEamNUyT1xWqR46ctztPAPjae6sLL4WS6PDcQX3iu0u/tTHEsbbHgIVsE9JdwGQMrkgnBX7a8Vor/DfW7i4yJoNZkVmdMkKoUYB/CvgTwRrUugeL9M161gEzWN/FcGFjgNsbdt/TrXv+sfttaprXhPU/Dl54It7aK8vJLy5uxek+UDk427ecZA684rixdKpVlHlPveFcwoUMLV9vLXZaPseS/H/4s6udW/4RbSNQVVijCTmOQtsAbITsOvzdOM8dybnwW8ZeM5fAt0dHWOW4sNat5Zrtof3ghZSuwyJiQJkLwGHP1rxvVb7+2NVuNTll5nmZ+WyRk9K9c/ZsvTpnhnWg0xEVzPGkiE8PtKkE+uDXdOEadGyPMwWIqY3N03JpO+3RWPVj8YfiZIZpo/E0oe4Vd820eYx7sS2dpPsegAptp8efi3oZN5YfEK/ilcbCI5+qZ6H8hxWJdTWlmrR26mSRjhXIwOn/ANfrVCLS724uvIlgjhVR/rXf5Sf6/QVx8kHuj7hznFWTZ6JpX7XXxSgvVtvEviW51G1+6waTDKD97HqDzwfWvBbr4h7viHdeLvEXhjTdRjlvZXlsJ7NURw24DOwA5GQc5zkc5rvTZ6PaxkKz3E7DPmkYAPsK8a1KeWW9nnfO55mOT9adOEIt8qsfI8VYvEKnRXNs2/y3PTvD3jD9nbxFcx3PjPwi2iol5CtzZWFsssbwZPmOkmN6MBztbcCQMFeQehk8Wfsox7dMsXkld2MZ1i50rJCkH52j4Vu3GK8DumYqCMH1pkSb8NJnr1Naezv1Z87QzivRjpGOvW2v4NL8Dufihb+EPDmu2kHh7w3o1xE9gryXMVs6rK5ZvmA3DHGOmOlavhDSvD2p6DBqk3hSxD7WxIplGMEjpvqtomi+FNV8MWMuraiJbtYGUQhuUXzGwPyrW0uO009obPQWlVYW3BXdXXrn7pHNKpJtJdT3aUaFWMZuK1S0smWtX8HeBrOzhli8J2zSMhYgzz+n/XSvv3/g1K8NwP8At2eNvFum+AYrGKD4S31pdajbGZkMj6ppbrGxd2VSRGxAxk7D6GvhdbG48TXbR3niJ0JJIjjWNTz2A28V+iP/AAbE2HjjwR+3P408EWWpXH/CLX/wmutQubZ512yX8ep6dHE5QAEsscswB7Bz610ZfNfWYps7auHoq06dOy7pI/c6iiivqSQooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooA+V/+C1cttD/wTW8fyXiFohqPh3eF64PiDThX4W+MPEEkOmSadBeXSxSxH7UsrFVLAjaQAeO1fuz/AMFmILa5/wCCdHjeG81CC0iOs+GTJcXKkxoB4i005YDkjivw2/a4tdeGs6deav4qtda+2wFra8tdqjyv7pVeRg5xnJx34rxcylFVUn1X6nsZXCU3p3PGPFjie2trveG6ooY5HDcfoah1vw02jafaahNOs3nRKVCrhV3DIHpU+t27TeH3RDGBBMr5Y+uR/Ss6eVSYgcMuwBAx/QCuCOx7FS7mLYeUlzEgRpJDIuRngEnpUs0qzzSXUpLFpTkYwBz29abaFF1KDO2PEm5cfMeDmkhZnYjGDj5mc8/l2phB62JVhMwPmgBccZ54/pUOuyDT9Fl1CSeWKO2RnllR9pAxk7cc9M84qzBEhmEiSO4B/wBY3A+ij+tTXOmWutWV3pl80jQ3NnJBI8ZOEDKVyAPTPWpvqa1U5UmvI+E9ZuWvNVubtpXcy3DMXkfczZbOSe596iUYWnalALbUJrYSK/lysodTw2D1FN6L0r6hJKJ+aS3Lukw/aLuKAH77hePc1+jmn6NNpFjZWWn2sV9b6ZpVpFM653Rny1AXaSp6g9iODya/PHwHbPeeLNNtkUEvfQqFPGcuK/U7xP4J/Yq1T4B6zqOnfFbxnD8QIvsUej6VLaxQW0lziP7S7TJnMa5fYpIONuQep8DOp2nTXr+h9Jw3J051JLfT576XOw/Zs8D6R8RfEWmaJ4a0u5GoXF//AGaZQI1VrghHK4DllVQyZ+QAnv1zhftt/Br4p+IfA2o+PLfwoQdNvpLS5sNNuXe3t4ESMGWONj8rFgSwQdDnJHTrv2avht4h+H/gR/jbo2v6RFP4S0sNBfiaO1W9lkZm8xpSVMky7iQoUsQnAYA12Phiw8Qp8N9Om1fUppm1lP7TuY5mdWMkuGHyOcgbdvoOpwM18hVrOjX54tOzPuKmDWMwrpVNG1fTp/Wh+dfh/WfE/wANfCNz4uXSrl40dokWSBjHGW2MWY/w5C8HueKsfDf46/8ACwdaYavpkMNyu6OCGIHByCMnHU8k19j/ABrNzc6ANJso4FLLL56SYCSDbwpzwfYdzXx98RPg7c+F9dj+J/h/Txp/2OcNqMNthY5IiRuYBeFIBz6YHtXr0a8K8OZqzZ8xiMHjMtlH2c+aEd1a2m9/kexfDXU5hr9vY2dv50rOrNh2UhAQWZ1IO8ABuBjn0r03VfBsR1DUdUWSKIz3oZYjJjbnoAT14GR7V494pvtMHwks9ft/DqyXMF0sH2l5mRyjAsuNhGcgDBOfxzTvBHxKlt9JjudY1Z4/LdFtbhkYqQFyDj1HKnHHBrCcHN8yO+viIS9yT1Vn8mYXxh+GPiyTxVdXVj4VvbsvcFlES7y67FHGK801JtYtZRbQx3yMsrEQMGxGeh49eMfhX1jpHxb+F+ua0l4/jKFZDGHcPbSZyi88bePu5r551vwJrF9rl1fW6wukk80qt9qRcqSWzyRW1GpLaSPFxeHjL3oO9+x9H/sXePr62+D8PhyJN91Z63HexxBN7SHARgwPOABGcd93tXsXx50DVfGek2+saG63AETSNOkOEtZBnk4+7jGe3SvlX9nu/h8Mtpms6fJvaG53XS2zZMkQzuOB1Kqdw91FfYHwm8QaV4M1nX9Y8R+I0s9Dn01mktbhDch8gglV3c5JOBnnPNediVatzRWp1QhywjFvRpfgjzXVPH0Nl4JHjaLT47j7BAZZLQOEZudrISM8g5/I18X/ALc3j0/EfT9H8SHQVsJE1a9jIVySimODaM8ddpPTtX1fqniPwx4n8R+L4/DOki2ttTskljtnA4Z0dCVUcL91WIGeWNfHfxn0i61X4UX+sXkrf6Hr8BWPbnCmN1J9uSo/EV3YOmqVV3Vmv1ObP8RUr5do/dkm/nFrX8DwoEFNoJyTQQQQxc8dMU/ckcikKGCnJBHB9jTd6s+9U29x6CvXufmiZ3nxb8b2njXStFu4PFWpajJBZrbvBqD5+xBFULFHwAE+9jGeBXFQoCCSwyD0z1rpvhF4L8N+OvEE+h+LviBY+GrEafPO2r6jC7xJKiFo02xguxdsINoJ+bOODWJcaZBbzmG21e1mUEjzYy4DAHqNyg81CcV7qOnEzqV37aVtdN+yS2vf9Oxe8LTwCHULXUrZpbb7G0ixq2MSKRtbPbqR/wACrIMzck5Ppiu08eW+k+CvCmmeE/D93b3Ump2UN/q2p204kWRmUFbcEdBGchh3cHPQVxGWkYIpAB4z2ojrqZ1k6doPdfrrYfHMCRkfge9b2kyyQaAh3db2ToePupXNvktjOdvUivcfgN8MPCHj/wCFzSa7Hcfal1aXy3iO3amyPnOeuR0x+NKrONKHNLY2weDrY6o6VPdrr5HnaTmJ0lU8AgjJpZLze5mYAkN8xPSvRviV8ItA8EeE7jUdNnllaO4QB7hgSqk4IAGB3HNeWzGXhTjYTkD1rOnUjVV47GWMwWIwNVUqu9rk/wBvldWVZJAnYbzivb/2YvGt546+KWkRzaLFDJ4b8F3FvFcW52tKsXnEFgAM5E5zkkkqOcAKPCTcK0QRU+UdTj9a7f4D/FG/+FHiO/8AEVhpMd79p0iayCySbQnmY+fIB6Y6U6qk6bSO3JcR7HMqfM/dur9dj62+P81vpXhHRNTjKr/xLUZzIdm5goJJbHHTrXxB8SPiz4h8UeJZ5LPVitvFO5ieNj85JGX56ZwOn45PNeu/tBftZX3xM+HaaNc+GItMW3tVtbZ47suZG7nG0YwOc+2O9fNkaI3/AC0/AHrWeBoOnTvNan0PE2Z08RXUKEtLXfTU+lfAfxE8e6dpXh7xBozrZ20uiGCSa1g8vzJVkKsSY9od2XAJbdgH1INdBJ8XfibDapDb+J5IFjYsBAAgyTwM9Tj6nFcr8NrxD8M9D0W6uTtSB3iB58vdtJwPfGauXkqToLGwt8nGW8w4z3/ClNJzd0e/l/NHCQlzO7Se/kjprD9or4w6ARaad8SNQWIku6ibK57np+tL4s/as+IOueAtY0fxLfPfzz2bLFNOokVmPGXRsqcAnnH1rj7PSZbhWnvZFtFBwQ3LbT6L/U1Q8cjTrLwreDS4nDCLa0jHlgSAazdKk5bajxmJr08JUak17r/I5Pwf4/0Lw2LlPEvw70nXBcBCn2mIxmLBOdvl4657g9BXb+GNd/Zbvsaj4ia/02R7Jnjjj02Njb3AkH7slV2yo0e4btqkccZ5rx53ZSB09aq3LN5hx07YrdRu9z8ww2YVqLV0pW7r9dH+J75dax+zR4rB0Pw5bWtjIxRkF7pheO5OeV6/IccgjknArybX7zQtO8UX9jp/g/So7eO+dYAsUnyoGO0Z356VhaepW7jcPsfcNrZ6H1r03UvDXgS5vXukvPtTPKWlkjfGW6k/XNJfu42u2j3MLjP7RUnVjG6t0/R3L9n4V8KzMiS+E7NFncBwsko3f+P8Vn+PPDng3SrO4On+DLSUrtG2Sacg8jP/AC0rV0O/ube7a4065kSPyygaZUkKj15U4PvV8eDE8XWzLd6/NKXKho49nXI6/LWKk4O7Z61PD4WpSaVNN+iP27/4NZfDn9gf8E7fEtzD4SGj22p/FvULy0hXzCk0Z0zS4/MUyMxYbo2XIOMoR2NfpRX52f8ABspfePG/YC8SeHfG2oTTwaH8WNRsPD6Szq4hsBp+myKi7fujzZZmx6sT3r9E6+uwrTw0X5EpcqtawUUUV0DCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACvy+/4OMrm2t/FHwTEyyeYdO8VGJolBIIk0XP6V+oNfnF/wAF3Y3/AOFr/A+4tvGNnot0uj+LUtbi6i3ZdpNEHy84Bxnk5HPSuXGNLDSb/rU3wqbrxsfkX8RvEUlzCLf7ZOYLeQ/Y1nkOQpAyOvPOK871WwN/4qWximQNcyriSQZ2gkc/rXafGyw1K0+JWp6fq1zDPcQzn7TPBICkkh6sNvHPoOB0ri/EURN7ZX7mNVaPZjPOQSK+fTUpXR9TGLhQiivrui/2Lqz6eZN7HkyMMcZxS6fPHAszWyMcW7DzG9DgdPxqFpA91IHQOxySS/P1JqW2cKlyVbDbApSNc8bh37dKolabirtQhlDEkZDNwf8A61SC13gNJgNn0yfeo4SHTc0gjXs2ck1Zs4xHudWZAehl5J9z/hUtnTTehwH7SuoHSvhhqLvd3EIu41hiRJipc7h97HBGA3HHGa+TeSa+vP2l9EtdU+B+qz3DuklpNFcwyOxIch9pUn3DcD1xXyGoy9ezlutF+p8bnyaxnyRIPevU/wBkDRYdc/aC8NWs9wIkivvPaQgkLsUtk4BPb0NeWZ5GBXuP7Alj4au/2idJfxpc3kOjRRStqs2nKjXCW+MOYg/yl8ZAzxk1tjXy4Wb8meVg4qWMpp/zL8z7A0yOSK6W+1HTIms55nKXcahwURvmbBbjp3CkY6CvpT4CeA5NY0HU/Gfw/wDConTTtJj1Y2WqOpikhk8tU3GNnJch1I5BHAxnr4t8aPhl+ynqNr4GT9nb4u+IbzWr1ZG8VQ+IIEtra2QlPJhWNVYPuy24jeORgnrXtB8IeNfhX8LYBoGq2Ni3xJ1RLObT7FlieKLzVAWK2jfe0ROTuACjYfmBBFfB4qScFrZvv/XY/U8HKdROUtUuvf8AyPmD9uf4KfEbwlqWm+JdQ0W+uLHVraKZ7152uCLho1LRliS20cbScZHYdK8i174peKvg14esraXRZJ2u4hKHvYSFcFFUKpI5A2nI7dK/R7xbp95aqmnXFwbhNPhWC38yXzNsagAZyTzgD3zXz/8AtG6XJ4sebT2060urQbFFncKpAypyVVv1P0qsFjPaQUJrY8rHZNOhUnWo1GnLyv5v+rHgHwu+I1p4509r3yQlxKyyXJUEiPrwACOOf0r3L4K3c2qyXNnFpyyQi0kjlYSsUEpXAAUjKtwx6nOAMHg189+Hfh1efCH4jxTWqzR6ZrGfs9qGz5dwuGCjsQRnHU8Yr0j4u6xaeH/Eul3/AIf0iPTzeWiXAuEmYkOWxllB2gZXBwM85BrrrKM/dj1McHiqtLDNYjdOz+fX8merX/gRrbREsrK4WWRrNgqxygM3YHB7V82+KPh54q0WaW9l8IX/AJEUQ86dIiRF8vUkdK9g8GfF3S9BubO+8Q6s9o3kg3cUkTOcHPyjg4wa0/F/i/wH4l+G2u6V4f8AFVvPdXFuIIYhG67yzA9WUDop6+lY03UpPa5z16dKtFx5rNfofMyXWtx6pGyNduI3QM0u49MYBPYcYxX6H/A/4kvqWl+HbtJIxBFoKafdyeSHSFUxsbPYsu0k9t2K+D5/BGp6bG1/eiFIVmQOxu06noMbsn/69fSf7O2o2um6i+iCN3sL+yEYSKTCpKAWABzxuUN35KLTxiVSBx4OlOEZP0/U9L+L2kar4Z8bDxvNGfsMU+yS8ZMLLEwK8HocfePslc38Wvisfhvpv9sx+HYtRN+HiCJLsEbqpOcAHOefyr1W08eeFvBfwGn0P4karHqckl+6WGly24mkOcjl2OFA3Eljk9q+ZPiXewXnwC2aZET/AGffsELHc6qsjxjLdyVKmuOjTc4qUlpe3qenTxEqeGnGD1tzeh8hftW6gmqfGK61eO0EC3mnWUjIhPzN9mjBPX1BH4V5wecbWPAr0/8AaQ0N7S68Oaxdzs73ehgOxXoyyvxn2Vl/MV5kJUQuWjVgVwMg8e4r6KDXKkfmGZXeOqN9Xf79f1Nj4deIV8JeOtN8RyahdWwtLtZDc2RAlh/20z/EOo9xVr4n6tb654zu9TtNdudSSciT7fdsTJOSAWZiQOck9u1c4nPT5Seua7Pw/wCA/CutfC7U/F+r/EvTdL1LT76KHTtDu4ZWm1KNwxdkMasECEDl8A78A5GKbaT5mZU6lSpQdFWtfm3tsvPT9exyqIuwMuDx0z0rYe5hk8GI15AzXUV4Y7eYtwsZUMV98H/0KmeFvDNrr3iex0C58R2Nlb3V7HDLe3M2yOFWYAyMSBgAEn8Ku/FDVLF9fbw7olmbXTdILW1nCzhi+DhpWI+8zkbifTAHAFLRuxEIuFKU36HONMQvIY+9OSTeCABntzjFRDc+WLhQBnnvTVJD78EZPGKqxjE62aZk+zQuxx9jh7/9M1pYruS3ZyCMsmOe1ez2HwJ8B+KPCukaoTeQ3LaRbmeSMhcv5S5GDnI9+PpXBfF/wRpvgmaxtdNO5ZrdtzyNlnYN37Dg9q5lXpznyLc9PF5PjcLReIlbl0e/c5NrtYxv28Ffl55zUmmeILvSNStNZjzJJZ3KTRxzEsrFWDAEZ5HHIqg7uJN04B29qWS4EhDONoxwcfpW1rHlQlODTTsz62/ZA19/GEviDx3NpQsxq/jmJriG3OU+dpJ8YCgA5kZeABgAAAcU79qvxVD4C1jVNQSeOIKrKo3beCuAoAHOcYx05yc9K8m+An7RuqfB3wqNFTwrDfRtrg1EyPclCdqbAnCn659q5n9q/wCOt18YtThvb3TEsJp5GnltY594Vf4cnA6+ntnvXFGhOpjOZrQ/RYZrQo8ORin+8t26tnF6X8TPE9140tdevbwSAXkTNbOu+N1BGEYPncMADnNe/wBr8QPiRoN/q+j/AG37JBNftJbwJGyR+WcFCEBCKFB+Xao65OeK+X/D9us2t2cYbduuoxj6sK+m9U1CDVp2uL24aSWNI1dhy0mEUdT9BXXiElaxwcOOdWVSUpPRrr3uX7r4w/E+Sbc3jC4hVl27YyIwAB0AUfSrlp+1J8btKQx2/wASdQZIcLEskmRgcAdOmOMVx2oPPfFpLKx3onCpn5sk/rSwaNbCJZtUvAqsNxhiIZmPueg/CuZ06bXvI+pdWrF+62WP2gv2gfE3xF8Fafo+qxo8y3haeW4hWUbQvG0uCUOSx4rhfD3xK8CWmjQaF4n+Fmn3DqzLLq9sAtyAzE7grAxsQOMFeQO3Wpfi7JAlpZwWEBjiaViVz3A6/rXBM5LEHpjgVcIRUbLRH55n+NxEc3k730S1Sa2Xf8z2/SNb/ZGsLaW5u7i8luBeOPsx0oJHcwFVKMVAPlurbxgMeo5NVfEkvwI8VaLeap4U0/T3azspyml3mnsHRgDsdZAcsM8kE4GB614fmQvjHXrjoa6L4cw2LeIkh1C/FtbyQyrcSMeNpRuPzq1BxlzXZnh82qTlGjKEeVvov+D/AMAn8GXWlalrlvp0/hLTNrhgQkci54J7PXoWmeDvBtzN5F54VtQkce5VWWYY/KSsaDQfBumXQvtPMjMi/u3ilCnkY4rd0m+1KLT3t01IwxySBt5RCx9t5XOPas6km3dHuUKWFVRc0E/kjkvFWheFIr+zsbf4fWV0k7snlvPcZLEgLgiTOcnpX9Xf/BPrRbrw3+wT8EPDt9pb2M9h8IfDVtNZSIytbuml2ymMhiSCpGMEk8c1/LvffDy7vrZNd0fWJ5760Qz2ZDRhVkXDLzt9QOtf1H/sHa54r8TfsOfBnxJ48vpbrXNQ+FHh251m5mlDvLdyaZbtM7MPvEuWJPcmvYyiak5JM0lRjRn7sOVPyVvwPV6KKK9sAr+en/gtnqOo6d/wVA+MLQLiN7/QxvU9D/wj2l8Gv6Fq/nZ/4LX6mLT/AIKyfGOKceZA13oSzRZPK/8ACO6XyPf0rgzH+AvU9PKoqWJd1fT/ACPl+DUbVZG+0hS0kbDyscAsMZzjjB5qDxr4fisfFN0mnObmO3jUyzFCADgD6t1AzxUOoWCW8y3NkWngmbcpk4IAPRh6j0pPEdxeanrlxeajclmM5XezYIx68/pXiR0Z79S0rSKL26vgzbJCORHtIUfr/n1qy/lCC2SVcKFJX2+Y9vwqx4S0XTdb1V21S4kihhRpJDChZpOQAq9hn1PAHr0q/wCINLW31Mx6dahYI4l27JA23IzgnueeffNDeootN6GVbOrlpAGVc4Hy8n6CpgZI4828bdcZIzz7n+lLcu0UYhihVS5wWycn396Ej2YtbRyznk88CkzeOp4d+3HA/wDZ/he8uo5PNkS5G4P+7IBTPB6Nz1r5+iHHFe7/ALc51CPVvD1pNIjwLZStGVXnexXdn8Nv614Vaxl2VPUgV7+B0wkfn+Z8HnDTzCp/XRDoxmSvuH/gnl8NdB8UfBG/u9T1NInm151MM2F3KsaHcuMs+OcgAAdzg18S3EIivmjToDxX3R+yX4dtrH9nbQ7i6vLm3eWS5uI00+BTM7tIyq25nTHCAZBJ9u9ceby/2ZJdWjXIoKePu9kn/l+p9WfslfBfxDqOj6x4si8P31hb2mmvPJq0VnHvhjTPUj5h/D1IHPvWB+zV+1Pqvxd8d+OPCVzr7Tz2RiELSiONbqFZpA0mVXczbmDMWJ6jFe2fsVX/AIK8O/CLxpJ4w1/VvCuvy6R5fh66inN3DfSHb5qXLKE+Y4cct8qkkNla+A/2fNI8WeBP2yby8ulhgguL2+hM1tLtguN2dqKWblS23AJz0718gqaxEqqlurW/r5H2OLx1TBfV+R2TbT+a+Xe+x9w+PNVTR/CEuqG3aWa2tZJkgiYEsVA46HrXz94p0bxlrNtZeNY/Bd59l1CQkrGS5jbewIbavHTjIr1f4x+JRe/D/Ufh+txFJq/9lxTTaR5qG5KSMjRthSW2snzD1HNV/wDhe/gH9m/9nrQH1xTJr0lk4g0WNj5xfzXJ3HogyeSc9cAGssLGUI6LVs6MVXjN3nK0Utz5r8d3C6X8RrOG3d7DUrm0itpvPfDpEJGkXK4BGWGATWNqOpeIL7xZea5q8y25XUDMkIjHzEMeCq+wAOawfGHiLXvjV8WNX+J2qWzreXgVxAk5YRAFUjRc+mV/U11upeHdTuNUncnYu9ixkOWOGPbr+delUXsoRXX/AIY+crVp1qadNaczt5+ZT8RT+Hr9iYry62lvPR3tFByx5GQ/Y5H4ZrW0+78O6bo9nJPe7wsGNvlNgkux5wfeq9/pEcdnDYTQNOihiJAxUhSc478cmksNN0LVPDIheznSWFhsaO7GAozxgp1yfWqjJSgrjpQcXd7jdX/4R641zT9StNSjRrVGWbeHAGeQeVr6D8IfFr4N+DPhTpfjjUdTTUn0yc2GpaUltvEUdzIdtw5ZSFiRwvzYPzMq8bq+fP8AhFdJuMs17cRo0eduA+f5VastHi0K/j1Lw/rTGCGNlmgvLMFbqF8ho5E3EFWXII5BBNTOlTm1d7G9OpKnGVkte56FNoV14u8Z+IpNX1SF7ObUWls2WMCJYZAHVEI+ViN2MjsMdqn8b6Lc+PfhzoS/DiK4k1TSZls55byEKkUnlbHlUn7yrgHI5z09ay/hxqvh7QbS90Pw7d6nf6cdskH2u2KNYA8BGKuwlAJ2CQ7WOFyOcV2fwGWx+w3ltpk9uZ7jU5naNLjc8nP3ymflGCFGOuK0xc4xoRlHXlFgKMqmJnTlpGev49PRny3+0f8AAHxVrhHjrQ0ur+6ttPQatDMB57pEBH5ygfeA2kEDptHvj5/a2uQMKrcetfqN8Uvgjba54dv9NkvJc3enTCWO3JXcWUkKGJG0EsckflzX59/FH4NeJvhtfTi6gM9jHcGJbyPlVOejeh7VeFxUMRG6Pl+JslqYGv7WCvF7+T/rc5O+8M+IfCVvZ6pr2jT2rXsXm2C3UBUypnHmAEcrnoe+KpWkskMhuHRXY54kGRyMZq/r/iHxJrdnZWWq6xcXEGnwmGyjnlLCFCc7Vz0Ge1ZsJ2uMqGCkEhj9724rqV2tT5Sbg5e5t5/13GrLNaXS3MM5R4zuRlPQ1f1Syj1CzHiKyt9qFwl5Gg4ikPI+itgke4I7VScQseI+h6V6n+zr4p+GXhXwb48T4m6KdQi1HRYbXTbLzvLzcGZX83dg7diqxz2LDrnBHLlVzfCUvb1fZN2vfV9LK55JIwYhQT14Fd/+y94e/wCEo/aA8JeHxaSXH2zXYIjDEcM4Lcge9YU1v8JtXuvL8PfEWK1dgx+zarbuApHQCVAUbPqdtexfsUeAbjSP2rPh9qA1O1lh/tZLsywOW2ou7rkAA5GcdwQe4p1Lqm7qx24TBV44yndac0eqfVf1qfR3xa/Zq+PGmT2yeBPhfeSxuspvYpJIyISr4RUbziXBQBiTjBYrjjJ+QfiV4R8WW/jPVIvEGjtbXiXbJPCWHyOvylevbGK/aTVfir8OLCCebV/GOmxRWjxRXVxcOoWF5ArIGJOFLBlIz1zxX5G/tSa7u+J3iXVrFlIn167MTKeoaZiD+Vebh7xnZI+zz/C4dYVznJtdtNPSyPI77RNVsbhftdpsZlBA3DODyO9aPhrwlLNcjUNS2NEORErglj2z7VkLNPLIXddxPJyaktrloZ12MVJOM+me4r0GpNWufneHqUIV05RbXr+empZ8ZeIBbx3Gn6ZOpuHkZQUIAjT2Pqa53wr4I1zxhqyaTpzW6yMCS1xcoigDknk8/QZPtVW8gktbqWCVsskhVm65IPWn290sEJcsS38I6VrFckbI6q2JnXq801p2PQPgd4ZuLDxtqGnXEchvLbTZGMITO0iRMknPpk13c0sn+rCnd/FzxisT9hzxReeC/jI3j2G0hvpdKsmumsby3jnivFVlYwvHKQkitjaUJAIJ5HWvR/j94j+DNr4vjuvCmkajpDajaJd32lrArw2cjgt5cWZWYIMgBWZiP7xrnqtc59fk06VPL+duy5mcxpd81nMxkXejDGDwCO+aL4SSsZLdCi9iq/pWMnjXwo0gUz3Q4JG62AB46cMav2PjPQPsk8wupTNFF/o0LwEKzZ9QeOOc+1ZPTU7ZYzCtfGjiPiOlqPEskazuZFhiEgIx83lqf61zarKj7wMHHHGa6S50VNZ1G51LVPE8KyuDJ+8gc72/u8Dj/wCtTtG8ANr+otp8XinTrUJC8sk127RxqijLMzFcAAdzVp20Pz7F4bE1sXOcY/E2182crHbsMkHBxVqVT/ZCLkkvc8Y4wAP/AK9dLrfwr1LQr1rUatY3DAKRJbyM6OCoYFWC4IwQc9Kzde0WfRdKs4ZblJGlkkc7AcLwoxyKadzCWFxNGMpzjay/4Bip5kZwGP1NI9xcMAPPdTnsxzUjOMHJ9qj2srDzCM+hppnEpM90/wCCamoXR/4KI/AOCWdyp+NHhYD5v+ota9a/rhr+R7/gmBZPqf8AwUk+AsOCSvxh8OS4H/TPUoH/APZa/rhr2crtySPpsjUvYSb7/oFFFFeoe2FFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAH8m9lqupweHtNsZ4wENhFhf4WGwcitDwyum6xqCaTPdqm5i7XBX7gWNiQMDJzxxXP+D9RtrrwvZ6fqcj7Gs4zFMgJMT7B+nrVzSvt+hayXtsq8UEmyYHplDyPqO9fKy1bZ9mkowUUZR02S1Lzww4ikmZYpZU+8Bz93PHUdT3pGt4w5kZVlfOPMI5H0BP+H0pXVl3TTSjeyZOW+9n9Sa6DwR4Z0O9tDqWpSOXaXy4LbOxeACXdzwBz0HPrjvTfUzTUVaxkXkkKXs8kyksGPuTjinwgGMB9wyM7VHT6ntVmS0nW4eZ4MI0jY54YZz2qK4zPMLUosaKMtgnj8Kk3jccJLqN0FsgAOMFlIBB/n9a/R/8AYGt7m2/Zc0GG4TaBeaiYwWJYKb6cnP47se2K/OSzikurlIraQ+WGCl36emK/TH9jTRxon7MnhK0D7jLYyXLNtAyZp5JT093xnvivxXxzqQXCdCHV14/hCp/mjag7YqMfJv7ml+v4Hp1OjHtRGoY89qq6zrFp4d0S91/UZFS3sbWS4nZmChURSzEk8AYHU1/KsISqTUYq7eiPSnKMIuUnZI/Ofxj4U03xnb3vxKjla4v9Tvpb/wCwjbJNHLc3DOUKgY43E7mIyBkAZr1O68PeJf2ff2UL34wTQXehJau6Q7bZBFeuynKMU4IYEZ5J5714ppujJbTWMMM1/c3Ajhjks7GVLeJokXDK8pfd2Of3bA+9fS/7Rq+ENT/4JrP4M8L+Kbmw8UTpM+veFdSRjZOAqmN4HBQA8Nt4IYk5Hy1/fFWEKKhSp/Aml8tvyPFwnPh8I9bzUN7dUv8ANdzj/wBmb423/wAbPgxpPiSS/Mzi+ukvIZjHG0UvnFjhUUKAQwIHp61a+PPidvDmlq1hpM19JdTi2dIGHygpktnaelfPH/BNOHxfo0GueEJLWYT3F9bSW2nrIodiQVLopIySSi8eor134661afE270FvDE0Gr2trrDpO+nyqywKuxW3lM45DA5/umsamHVLG+6vdvf8AUWDzCrisuUnK8rW/RnDa54O8Z6D4pms9T8IXpXaWSSEMysM9QQpFeY6VrtxpniDXrfwlcJiP7ZO9tuD+ZLLlX46YUgZ9Mc9K+mP2qf2yPCXwm+1eBfhxs1TWpInS4lhkKxWhI6lv4m5BCgcdz2r44+FXhq9S9OqW6Tu0z3PmP5u5j+6JYk+hZl69TXo0YydJykraaHDiK9NYj2dN3dnfyOh8M3D2MnmeINRZUuLdoJVhjDmNT0YchRjjp2zTL9NEvNSSZrqaNt3lsr2qr90gc4ar8Hha9kci6mWNC5UY+Yg9unH60eIbS3ad7q809mMbqdwmKhmyMk9e+aKM7s8unCo17yNm61Pw3b30kMt3uaSVmDNEwAG4ntVHw5P4Y0zxjdasdViW0uZVJ37gcYwcArS6lo+g3ottQiguY2ZMS4ulYMxOcj5OnPT2qBPB+hSYF9ql0gDkBUgVyDjjuOM4zV2g1qzs15l5H0p42+KnwstBL4T8L6tBfXfjPR5rjSdYltlWKzuVj8l4Q7r/AK37jlRtIG08768s8LaMlvoGmeMvFV65lspobmcCLbKwV1MhVTyARnAri9P0nS7ZbjTPEGvXP9j30gbFvahprOdM+XcxAuBvU9sgMpZScMa7R9ft9R+GraXNLNIFt5IY9RmhaJZ8cYCliEwWHyhiBkY61rhoU6cHBPf+v6/4Jlip1KtWNRRS5XfTzt/Xz8ix8VPCuv6r45g8c+CGu7fR57S3ubu7aJY5yqsQsIB5UkbWbsAO5xj5M+PfwE8RfDzVJ/EdlZSS6LPdsiToObeXqYZB/CQc4PQj3yK/QL4ZaRa+IPDFloelSWxt/sccbJHOZUhUqPkLd8A8j8K8+/at/Z2Txd4Cube11OUPbXgmiZmxGpCsS785Y845HAJOa5MNjIxn7N6f5GmdZH9cwTrQ1lv83v8AI/Pqy0nVtTvotP06ymnnmcLFBDGWd2PQADkmrus6VqvhS8uPD2p2TwXsZ2XcUqEPEepQg9D6/THrWx4l8K+Kvh9rMUOqW0tpcIRLbTxsRuweGVh+FY3iLV9a8RazPrevalLdXVy++e4ncs8jY6knqa9XmbfkfmEo+zTjJNTT/D/MrxuUtWtwqHeQS7L8wx6Ht1o0vUG026LsvmRyDZPCx4dD1Ht6g9iAaSNhtbzI1IK4AJOR78UxljbLKh5pmak07ljWNJGmTpNFua3nTzLWYj765x+YIIPuKoZDycE9Oa9kn8YfBOD9l/w/4P8AGGlzPrkes3t0+pQzhHs7d9ipGAQd+4qzFc9wRjPPn1poHgXXLox+FviRY3OZFVILq2lgmYH0UqQcf7JJ9qcHKSvZnpTwFW0ZU7O6T31V1tr+lz23/gnL8NdQ+I/jfxNY6T4bm1O4tfD3nQ28c4jG/wA5ACWJGB1/SvWvjR8Bv2hPDEmtXWm/Dm7k0KyikMN/cLGjtCEyZHVZW2nqcZOPU9a0f+COHh9vBPxi8ZXWp6lAkcekxWolhJZXYzZwCQNwOBgivsD9pz4rfDu8+AfiSGz8VabJcar4cum0uJZF3XY27SY+fnAyM4zivNxC/ft2PuMlwl8nipScXeW1u78j8fZ/Ceth1hi09jKTjZuGST+NZjaVfxTPbmEBycffGP510nxD1S4t702ducCT5m2nqOn+NcyjuUJZOM9c12wcpRuz4HMY4eniXGCfnr/wDotC8NLo1jNf6g0bS+U2whwVTg9feuV8Y63Lqqpp+mzBol5mYEDe/wBPQdqnuGmudOuLSGUr+6LnJ67ecflmudPy98fhWlOLTu9TWWLX1aNOlGy697mt4f8Ahv4j8Q6Vd63ZLAYrRcyIblPMb6JnJ4yc4xx1r0z4K6aIfAF1e2YeQLqjRzSGPAHyRkDr9a8le8MUAihch2GGYHBAr6k/YT8XaL4U+HGraL4q8IW+vaR4lvxp19az26SPaZ2MLqFjIjwyJ5Yw6k9SpVlJFFVvk1PSyJwnjo6WdmcnLK0h+UEKOueeauafqAS1NpcxbiSTlj0PtVfxn4o+GOn+JL6x8M3eqNZW906WpurWNnZQx+8VcAn3A59B0rKh8a+GGy8c9zvBGA9sPzGGx2/WubdH1bxmGjpzo11gmkvYw+5EaQZAX+GvJNR+zyTyPayM4ZyVyMcE16XrXizT5vDpi0XUpFurhmSV5YSDEntg9TyPauJj8K2f2Xzh4ktzKZCvkmBwQuM5zjHtiiL6nyvEH+1OCo+9a9/nYwHjk8tkA4Y/NxmmpCyL8rd+RXZ+GfhPc+Konmt/F+kW4E4hjivLhojLIQWCICvzMQDwOeOlZ83w/wBRtn8qO+tiCeWG/j/x2qUkfOrA4y1+QxdUQmWJFZvltly36/1qBZJo14Yg+xrU8T2jafrD2RlDiGKNS4GN2EXms1yzgIv3ieBVN6nPWcoVXF9Hb7hq3Nz5wdLlwR0AY1+o/wDwae3s9z/wUP8AGaTyMSvwX1HqeD/xNtIr8t1JTJBBNfqT/wAGltgZP2/PHmp4JEPwfvIie3z6rph/9krowlvrMfU6su5pY2CXc/oMooor6U+zCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigD5H/wCC63nf8OtfiT5AUv8AbvDm0N0J/wCEh02v59dR1i7ubpo77KCNud/VCO1f0Af8F75DF/wSh+J8itgi88N8/wDcxaZX8/Ba3161WCR2W8T7rAZWZR0BP96vFzLWsl5fqfQZQkqEpPv+iLctppes+E7+8Nxsa2hijRVjJad2ZjnAxj6mucWxuLTbbyosB2BzlcnBGRj6g9q0be71G30O7s4WMS3E8Ql+bO8DdjPT34rMkREjEZO7L8oDkjHsO1cEdj0Ze7K5PpsUcF0JIYwp8t28wdT8p65PFIjwKgjiiO9mxtAziult/DGjaf4aaeCQz3r2ody52pHuwAig8ueeT0649ayo7aWA4uLbJ67WpXuODvqiJFQkAksQcdPl57e5qa3S8u2mszE+x4JAyqSr52n7voagUrNKbm4kCKh+Xac/zpb7+010LUb6xdVkjsJWtxKM5bbgZH4/jmpZrPSm2+x8JX4jGoTLGGCiVtoc84z396T+En8qZJua5ZnHO45+uatxW4awknPUMAK+qbskfmUrXOu/Z90iDW/jJ4Y0q6dljm1y2WRkjDkDzBk4JGfzr9HL74Q20niawtPDlmNXkv5ZBJ9mWOVGVdoG5iAnJyMDOcdya+Bv2MtIOq/tAaBlU220ktwzSLlU2RMwY/QgV+gHww0pIPHNpFaWOo6tBHOn2lJp44IUYvlmjjDSeY+zfjITnHTkV81nM37dW6I+r4cpr2EpPrJL+t+52n7anxC8TfsieBfDtjNe31lJrlsjSaM9pH+7iKsBKgZSu7aSAcYG7Ir1TR/FL+MTbeIzfR3FteWcU1vc+cCWRkVl4xjof0ryX/gtvp/h3xx4e8Hx/Brxld+INI063t40tNXhdb2ylMQEkY3N8ybwc/LkEhQSFql+xv4svNF/Z90jVPEmopFaaHpr/wBo3dzcJ5dmol2qsu4/KBujAz/eUV8zOiqmDjUS967v/XyPoFmNWOazot2jZNfr+f4Gl8Vb7VfEPiqL4f6B4emuDcWhuUuPMCoG2sdn3e4X1HNeQ+ItE1Ox8L6zbeLPDV5aQC3miupZwVRFKkEksuB1617J4Qe01L9p5fG+sbBpK6OzNq3mfuM/ZyMAj5fUcV5P+2j+11o/xP0G/wDg38ObaSTR5ZkF5qqysgnCMDsRTk7MgckjOOldOHjJqMIrt8jDG4inCEp1Ja62Xc82XX/EV34B+y6RcJJBJfRxhWwfs6woVUZboSMH8Km0q+srPTZbHUtQmkkSU3MXlW+/JxhlJYjOB83pwfWszwL4X1Gz8Oz20MMmxxbtkuCu4xu3J6ZwV5re0rw9c2s63dzMpZVz5ag4ZSMEE/Q101JKNWyPGrOtUqrTovkUfDUOhR688q37qDDKQr24AyyHphj61tHVfCbRy2s13gIjI7tG+SSPYGsm3ttPt9Ygmu9NdTMGV8XG3CkDOMg+/rVrUPDeivqE/wBlW6iWU741adW2jr/dGetatqT1NYR5YaHXfsw654G8HeLdPt/FniSC2tQZFaYhm2BkZckbenPpXc/GTx74d13w5dfDD4fzLHfeFNat4L+9NoBNqdryqSxgDe0bJIpVwSCFDcZrxePwloKZnbVrkz+WCg+zArjBzk7hyOO3rWjpkOnafDarr3ii6j1DSSDpV9b2AkLwFstay/vFIQE70YZKNuwMOamNOkq3O2aSqS+r+ySXX8Vb/g/h1PUPB1l4c8F+LbbUNbuZnbUrZ7RUsofMYTFkKbwO3Bye1ed+NPg74lu4td8N67JPbaHe/aILKKBVO8CTzftDgem0YB5wnPAAHX6/qmm6/r2hy6haC226hFI0N7cNFglciQuSDjLK2ccjGc17DY+FE8Z6S08t0pt0Qsky5JkyMcEeoJ/A+9Ri68cPXU+jRtgMD9dwjo1Ps3VvXe/kfl78Rvhd4u+GOvf2N4k09kaRPMtZ4+YriM9HRu4/Ud6z/Dfg/wAT+KbuS00LSLm7MMTSzmCIsIo1GWdiPuqB1Jr61/bP/Zs1XU76y8U6DcvNdLarCY5mwsh3MQiLzjA+mcnivl+21Dxb4C1q4TT7270y9VHt7gRSmN9jDDKcdQQfpXbSrKrTUos/Os0y55bjXTqRfJfR90YU8rOiWcIAijYncBjcfWluZDJAkYVFEYIBVcFsnPPrUZEqtmQ5I6AU/dGIwJIwSGJ3AnPTp6VseTdssaNcW9zEdC1CUCGU5ilY/wCpk6A/Q9D+B7VUvbO40u6ksryF4ponKyIw5BHahYxvURRknPGO5r2P9pXxj+zr4o8VWA06S40ma20WztbvVov3wvbiOBFkkaEAHBYEBgeeM56kTfMkle524fDPE0pNNXjbfre/5HisYDcgnGa+3v2GfgXrnj79nL/hItF8KXt039t3kTXds6nbtiRkUK0iZ3PhSf4VbcM4wfkrRPBGi+ICZPDnjfSr5VgaUqpkjZQoJKsrJkEgcdiSBnNfqB/wSl1XR/h7+yLCfE+uW1qs2t3Mo84gId8iRry2MZJVfqRWGMTdOzR9Bw3hKkcxbqaLlfbuvkfIH7Qvwk/aA8NeDRN8Qfh5Jp9tcXSIJt6kFhkhRhz2BP4V4Td+GNY2yNFZEoi7nJYfKPz96/Sn/gqB468Ia38L9N8PaHrdlcXtpr4+32kLASW37h8b1zlc7h1xX5q+J9Uup9Qe1ydkRKgA9xWWGcrctrFcTYfD0JJybk+juv8ALYp2uiahfMtnCqqc8l5AB/OuimsbHwvoiGaZUcyAzTHBzweFFc2XYIC6446iqviDzrrTop/M+SKUpsz6jIP6Gurlcnq9D5zBYiGH5mo3l0bZR8S317rupNPGB5C/LBHvHyr/AInvV24+G+u6V4et/FGoNCLS4J2tDOsjLjpuCnjJyACc8HiseNtsg+bH0FS3V2ZsQRORGOWweCa2u1oJVVKTdRXv59T3rR7M6d4S0ZkifyJdLhdGZdpbKLk/nmkeSZjvGQf4QeTivW/Cfi/4fXH7Nen/AA5+JnhVpI9I0Y6ppXiWwtYvtcLuqR/ZWk80GSIlFby3T5STtdSzA+LXHjXweG8yC4vfm/hNovAzxzvrjbTkz9ChWo0KEFOVtF+SN5r9Lu1WIQZkUYUk5JrC8VRhPDV+99K6oIFAwn8RkUD+dFv408OAK1tcXI3A5P2f5gc9Pve361U+IWrWmu28ekaNq2yzCq8kkkLAyPjuOehz9anZ2OLH4qjUws1CV200l6o89njBOISWHcmoZondVRvurnHy10Vx4WtIY1+z+I7aXMQZyIZF2seo5Hb1rVT4N3tzoY1tPF2kSloFm+yLcHz1jZ9gYx7chdwIz0q+Y+BWBxjekTj9PgY3sKb+DIv86jugz3UsyFgDKxAz15rp9L8D38WqwtJfQBI3D7lDZbBzgZWubdiGLHHJ4FVfQitSrUKa51a7f4DPPmjxhyPoaW1u7yFy8V0/XpuOKR9zn5Two+Y+lNJIj2KRg9aNDnUmf0N/8GoNw1z/AME6/GUrsxP/AAujUR8xzj/iU6RX6dV+ZP8AwaiWJtP+Cbvia4IP+lfGHU5QT3xpulp/7JX6bV9Jg7fVo+h9rgU1g4X7BRRRXSdYUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAV+TX/BzvPe2uv/Aq5so9xSw8WlsfeA36JyK/WWvyJ/4OlLyay8Tfs/ywS7W+yeLiOcZ+fRK5cZ/u0v66nZgIqWLgv62PytfVfOk+03su05wDjJcZ6VJ4u0W0v9M02908mSa9nlK2ka8RrvIA3dB9MVW1KC1v4v7V00OrKB51vjAVj3Un+EmotVub640uwsJXKwwQOUizwuXOcfj3r59XTPp52ktCgYSylZWVVzjy1U5P1Oamt1SKxmRYQqF0DKp4PX8+lMs7CPUtTt9NMwAkZU845YJk8k4649ua6XxDoOl2NnBBoEbyqZSHkmYeY+BjcV/hHPH8zTZCab2OfieJ5VjhBwoyzkcCrEeMl4kdm255Tn6gdh7mpDutomdoFLgfeYnj8e1RQhYl855D5snRE7+1SdEbs439o6Ka6+A2uzXcchSFoChhfGMyKBuz1XPavj+P71fW/wC1UNVtfgVemN0KzXsK3CEZIQMCMH1zj8zXyTEOScV7WWfwH6/5HxvEP++28l+pIByBX0d/wTi8K6b4m+LepDU78W6W+gyukkmwJuLoMMzcLnp0OemOa+eLm3EUMDDqy5NfT3/BO/w9HeQeKtTuphDGYba3MwhDuQS7sqgkDPyjqR9RRmMrYKX9dThyqHtMxprzv92p9nfAv4GajrHxjg0Dwx4Vn1GO3uIxHNFaq4EjKMlC43HBOMgZ+mcVp+N/2jtT+Gf7Z2kfAK68WXUsEFw0ImnhjBt52SULEzMCyqGbgKRktz6V0v7Aq+CtO+Numal8Szrtt4djuGafX47wG6t0BHllYk3mKPIfJDnjBx1r5k/4KSaP4mvv205fHeha8NZtzPDLb65DGY5mVJcK8yl22ScA4GAOOBzXxnKq+JdOe3K/vPucZi54LARqUtPeV/T8OyR9oLcNNpk8uolAzsAdsobOSPbNeCeOB4r+IMur3ei+D7pl0a48liHy0qAuA6qFyfunOM16zpfj220jw/aX2s6xa2q6vcCLTJrm4i2XbKqu/lknkhSrHHQMK5D9nvxF4U+Efg3xh41+Jjf2VENRjeAXO4vOMSY2L1bJOAB3NcuHhKlKWmuh11sQ60I3lpq39x4L8VM6L4Z07Uda0i4s7i2vkuLEXJKbplRuBkAnAJJxXO+J77xLqL6ZYz36NbQ6aALzABkDFm4IG4jkDjjipv2nfjtqH7UXjrSY4dJlstO0yZo9Mge55cuwBkcdM4A4ycDvUOneH9UfQdPjSJkCxnyzM3AQyPtx7Yx0r1JJ06CclqfO166rQmqSurrXuS3V/o93pcMF1dztKIltpiLNSuFyVbJfOSP1B9ak8JDQbbS7hn1F8echO6DDYCt6E+tTQ6K+n6fMJB55kKh4wCAGB6j8Caj8O2OiG6utLu9Omw65Gy7AO8rgHlTwM9KcJXpmdKEr3ktRfEs/hjXNCe2gu1SV5UeIbHH3TznIPpXsX7OXiL4dN4e1fRNY8UpFfxwx3VjbwQNK91Jb7pRFGuPmkbG1VyNxbHOcV41H4Y0twqJc3Ee19rMXVsZ/AU//AIQ/TFi2aPrtzFcGQFpHtguxgSQVIbnjHpSnThONrnVSqOnNysnoeq+OvGmnfGfxfofjDwMIbPQr/SZE/s+GJcW8yOSTIVUbcb8EMMnb7ZqxYaJ4ek8F+I/hnZG5n1GWN7u1WGAGFkMaYXd0Vi68A+tcd4J1bSrDxXFrltfX1xql/mPV9Mt7HEV5NjH2hHVyQ7jBdChDMu7OWNdd4Hu9Hufihcat9ogjkfTlSJpLkowy/Mark7ycr15wK1q8iwlo/ZMsOqksdeSSU1Z9tkn/AJnjnxe+A3jjxz4Nj0bWrhhrdrdmaxt3Krbx+aq4tlIAAO1MZ6bkxwK+XtZ8Pa14f1O40TVrCa2uraQpPBMuGRh1Br9Vta+G7a5pi6rdXPkyyEBAiEkAdyOh+8cfX3r4d/ad/Zy8Q+FfHmqa14fgmu7eaeW5lhZ98yqWPzn1z1788e1ThMZGtps0eRxRkM6EViKSb7+nR+p4nZeEPEMugS+LJtJuRpkEoje9aE+UZD0QNjBY+ntmqsk0t3cedKoUAAKoHAA6CtM+IPEVt4euPC9rrFwmn3EyTT2YmPlPIvRivTIz1rJUOGwSCT37Cu5Nvc+Gk4NLl+fqLfubiYzlVTcc7YxhR+FX4Im8S2BhVC97aRkxles0Sjke5Uc/7o9qpSGFwAYgCVAO3PPvXa/s16v4Z8NfHTw34h8Yq39kWOoCfUlUZLwqpLJjBzuA24wc7qG7RuaYePta0YN6SaX39TgZGVF25I46U63XLrnJ9q7P4hap8Cdd8U393oGrt4d826ZodOmRrmBFLHADxjcmPQg49agtvh4s9i2p6N4k02/iFysKSW0rNuLZwQNvTjnuMjOMir15btNHTPAV4N21XdP+n96PueX9mz4mn4NaLrfgD4eXs13NoenSWytIhjuN8QMrsTKCm3C7Rt+beem3n5o/aK+HXxT8PeJbTTPiF4Sk064jtS6RMy5KsxG77x7qe/av1f8AhN4v8LeH/hb4W8M6nr1t9pTQIFW3kALYhhj34GeQu5SfQEV8J/8ABTjxl4a8WfF+HW/CesWl/Yr4et/Lu7KUNG5DyMcEEg4zXlU7wq3SP0PM8JSeBvKV1ZaaW/I+OtQ8O6xbwC4ms8Rb8KxYckcnvTtL8M3+rXCksiRqRuLOM/gM1XvNQu7+6M0+SWammUo4Yrg56V6NpWPzDmw8a1+VuPr/AMA3/Emoab4cVIIgo2wYigJGWfJxuPYdCTXAfYdX1vUcSOryzyfekmUDJ9ycAVc8SJMdQF1LJu86JXXnp2x+YNU7SVI5C0jnA6jFaQXJGyO7FYqVadkrRWyOp0r4e6h4R8f6PpfiR0Bmv7fabZhKrguMgEHBx044z0Neu6mlxY3cltcwMkiNtC9CCO1eK/DZ5dQ+JGifv2TGpQ+Ud+NmHBByenPevrr9ov4h/C7xT4atPFuueEZdH8SWkq6U8ulWMUcGppBGE+1SIspHmsAuZF27iCWTcS1ZVnqrn0uQypRo1Z7K639Dya2uJbe5WbJ+VssB2/Grl9P9uUPbwBWI+YqM496wJvGvhGNikdxeMueptVB/9DNXNM8X+F3vUt5r+eOAv80i2xwR64zmsH3PWljMK1bnRg/E1IF0yyF1O4kaaUqNv8ICf41w0sbFzgHbng12Pi4/8JbriT3WtR21ujeXErwuwjTPJ4/OsxvCcUl0lpb+ILYh5diSGOQA84z93OKpOyPhM2pVcTjpVKcbp7fJJHOvE8kxkk4OeuMVasEKRXLOxOLdgAB1zgf1rrNd+DV9okaT/wDCU6ReAySRs9lcmUI6EBkbavysCRkHkVmSeGLzStHvr+6uYiRGqCJA3d155A9KpSucSweLpvmlHZN/cjnEWRCGDHpyCelOe4nAKeaw44OTTyxX5SeRyeajYE/OT8pPHvRe5wqTJrTULy3QD7TIy9/mOa/rn/4JvMW/4J3/AAEYnOfgv4WOT3/4lFrX8iTsSQM8Dpiv69P+CedgdL/YC+BumMCDbfB7wzEQeo26VbD+leplf8SXoe9kfM6k35I9hooor2j6MK/nR/4LhLMv/BVv4xGJlGb7Qict/wBS7pdf0XV/Ol/wW4ijb/grH8Y5JP4bzQsA9z/wjul15+Zf7uvU9XJ7/Wn6P9D5o8Ny219HcaXezYDBWgYITmQHoMDuCc/SoPEOkxQa9OuqTNHG0pdI0+ZmXsTjhR+tN03nWYWSbMjzKuUOAmT09v51pfEvSI9O8SGG31VLuzkX92+Cu4A424IB/PnmvFTPdmlz+v5mK9wLxfs2mxEQg/MASFz/ALR/i/z0p98pWUReZI52JnBxk4H1NREKqiFUIYj5I88AduOgqW5Qw3kiJKk8hbaXYkKvsPWi44x1D7S0cKtc3yKFG0oWBY/h0FWbW8wVS2dAACd+BgH3buap+THbzmUvGpVfmIQc/U/0qa3jTKxSzh2kOTtACovv6VLsaxUlHsj5e/bE1631X4sSadbXTTfYbZY5pSfvuSWzjt8pUfhXm2kQmW9ijAzlxVv4has+ueOdW1WSYSefqErK46Fd5xj2xiofDtzBZanFdXJOxCScfQ4r6WlD2eHUV2PzfFVHWxEpvqxbnDapIPSQ1+jfwBHhzwh8J/D+lanoEc8J0K3Mck+oHMVywEm4ooGVBJ6547HmvgP4PeDT8TPi74f8DeckX9t67bWbSythUEsyoWJ7AA5z7V+pfjv4ZfDP4c/FzxN4U8ErZahp+m6fcadp2o6TGRHMbdNyT7W3lmIQISOMSH614mdVI+5T66v8ke/w1Slz1Kq2SS+/X57eR9G/8E8/FHwp/aQ+GfjT4BeP/D2nDVdRtj/ZE6L5Mcd3E58mRSjb4iW3KoHdgDxXwR+0B8N9Q+FXjXUvh3461Ff7YsLtt0mcNIpYsjHkkNjggnIII7V18Rb4Fx2fjweM30OzKwyW8uiK3myO22chgChVu/TAI9q881n4o+Hv2j/2n9H1Txz4qS10W6GNUv5J1kmuiXaTyyJTuRmZtu4dByK8HDYRxxMpxfuv8z080rxnhUpq9Rfin/w2/wDmdj8B/jRqempF4cvQ97cvKBHJt8yebsFJOSQBgAenpX0B8Vf2JrLx5+wP4l/4KBeOPFsUdl4V1uTSW0OG0AuDtuooP3coO0/vJicEdFPPNfGnj/4by2HxA1Hxl8J/2ltD0S0mwttZQazOssar8uCyAg5I3YzjmrbfEz9tOy8Aap+zld+MvFmofDzXLmC/utPspZ7jTbydhHKJCACAS6KxbruGTXdHC4enNze7+R5tTMcViaMaDjaMbed/U5HxBbadY2Fhq/hLWGuIbthcKky7J4AjMMOoJXkjIwe2eK9L07W3Wygu7WwJeS3V2aaTfyRzjp05HeuE0v4VeL0W4uNZ8H38Sfd3SWLhRjgAHHA7cV6R4Q8JRaZ4fijlsPJZYmISVsgZI2g5z6ZrDFOPKjSnTqR20Oi8P+K59E8PXlzFotpfy32i3NqqXUIfypXUhJEz91gcYPbJrxHRPFevwxNFcajt2OdyNCufcdOv+Fenabqk1rdvpMTgvKcxELnD9xj6fyrmPH3g37BP/wAJHb2sZ8583YDHhiPvnHAB6H3+tZUZKzTKryqTgpRbVtzx/wAT/Gz4i6R4ivILDWYxFG+2KNrdCBwB6ZrNT9qD4qwytbST2UqHAKvaAdPoRX0d+zX/AME2Lz9ri28WeJdI8Vrp8ui3kEKKCXjuHkbLbW2ZwEViOOTjOK8X/aC/Zbk+C/7Uurfs+eGvtviS50S4h8+QosSupiSVy/ZEUNgsWAAGcivUhGk4XsfP1a2MT92b1fdn6P8Awo/ZS/Z51yxtvCvgnx74km8Y/ZtEj12Ka0V9MFxc2rXVxEWUKcJErMBljnaD94E4n/BRnwd4H/YA+JfhTxd8PNQu7vSPF2mJNdReTEGQKqjEaADy1wVOO5z+Hpn7HXiTwv4W09vEui+B578X6yz3F5/aWxLO5mfdOQ/klThfJhVwoXZAg9a+Xf8AgsV8VIvHreDNBilCy+HtP+yHzr9LiWdcsVfdGApIUBSRjkVzKEKlN8y3O/E4rHYPDuakuaCutU/68/O/QiuP+Cgnwk1TW7DTL68vlsJoD9tvJbRw8Em4ALsUHcu3JJBzx0ryb9qT9pW1g1k+FPA+h6bqGh3qwX/2ye2w13E8a5jZcsFYMGUtnJxyB0r57QOFLuu5sZz6Vr+J/BHie08M6H4gu9JnFtqMUiWsuAfMIkJAGD3DDA71nRw1ClJWR4dXijN8fQlCVtNbpdNrPfRncfCrwt+zz8W/D2peATf3Gh+J9UvFk0a41D5oYWUHbCGHJRixznkfKe3PG+K/2bPi/wCEbySzu/Di3CRuQLiyuo5Y2APXKtwD1GcGvu//AIJx/wDBMFdE/s/44ftBadPHqOUudE0ENsa0HVZZj1Eh4wgIK9zngfbniz4T/Bzxp4al0Txn4Btbqwd8zRSAgsR6uCG5x61z1MzpUq7jG7XX18j6HBcJVcfgo1a8VTlbRLS/qrOx+C9v8NPG8tsdSvfDl7aWSShHvLi2ZIw390FsBmx2HP4VzPxov00t7PwzpwMcXkeZNg/6w5IGfyJ/Kv2a/aZ/YO+CPx50iJfhsyeHjpo8u0ezJFsG2jLSRE8k4wWXBOOd1fmT+2j+wf8AHX4UB/GF/wCGH1GysWaGfUNMjaWJo9x2vkDKjPZsHnpXfl+No166vp5HNiuG62VpyiuZd/62Pl5idv3uPUV9J/8ABLLxFqQ/a28OeFbqSS60q6+0tdafJKTCxWB2DFTwcY9PT0FfNRilVjG0bK27G0jkV97f8En/ANgX9oZpLb9uPxH4FuNL8B2d1JpWkanqC+UdUu5oJT+4VuZI0VG3OPlBIGSc49nHtLB1H5MxyxSeYUkv5l+Z946n8MPhlrVnfaQfCVmtnqckb6nawAxRXJjzsMiqQG25OCc4zxXgH7W/7DHwz1nwTL4o+FPhz7H4jui0pjNyWWfy8fLlskEhm6nAOOnNfQy5u3NnGzR7R+9cnuT0/KuV+OV1b+E9E0xNUkYy3NrLJaLuYlwX2EKBy33DwB+VfB4evXhWSUmfpOYYHBYvCShVgrPy1+R+VOqaNqmg6nNpmuadPa3NuxSSCeMqyt7g12HwF+D3in4k+MIGsNCae1tpUeZpflTG4dSew6+/TvX1P8T/ABFpmtxpNN4UtPMA2B5LGOaXHqXIITnjA3HpyK9T+CXgnRtD+GNvqcFn5dxqCG4kJ5Y7iSoJ9Au0DPvXrVsx5Kei1Phss4OpSzBc1XmitbWt6dTynTv2Q/B1zYyxeKLtp7pjvke3tYkRWz2JUk/j+VZviL9kPRPs12/g22sL2S1h3fZL+2jAY9eGVeT9QB7172IZbuZi23BU7ixxx/kVzerW/l6vPdWU4Ro8ALExGcAV5scVVv8AEfezyXAOFvZr1PgTwFHrehS+J5J47iyubRRE0cSCJoiZCCrADOOCMcckVRvr691S6a5v7l5ZXb5pXOWavqD9qzwzo2k+AJvHOiaHHb6jqV5HDql9GzA3EaD5VZT8pwSOcZ6Z6V83QXhe6jfVb8Q2ynDyrCCQOScDuete7TqqtBTsfmWPy+WW1Pq8pXt19XdfhuUfsruQ6Rn5euB1NX4LO9ljkvTEVVFO1c4xVTxF8a/D+o6h5+l+BI7WNB5aGK4KNKBwCQBtDY5OBzmmW3xL8OW8f2h/A7TS4yFudSYx/iAoP61p7Oo1qjzPbYSM9Z3t5P8AyLa6eRFsMchfvxWz4XsNe0bVTeR6fMm63ZAZrXcrhiARhgQQeeDXM6/8evGmv28On6U8Gk28EZWOHTYAmCSSW3nLAnjoe1fbX7G/gq0g+E2h+O9dSS+1DULJSs9wdxjUEjjdn5iQTmufEzeGp80up6mV4fD5lipQpya5Ve9vNLufP+l/Dz4r+LYZfENl4AvpoYIy09y1mVUKF64A6AAcAVyHxf8Ahp4t0LwdpfjbVLZY7O6vZrWIPuSTzFCsRsYA4Axz05r9JbKY3LLFFOxBA35fPA9K+Ff+ClPiaef47x6ENQuDbWukQMts7nYsjbstt6ZxgZ64ArmwuLlXq8qjY6+IcspYLKpTcnJtpdtb/wDAPnt8/cJH1q1dWwUJIMcxr1+lZzXsG7aCW98V0mn+HNb8S6fNe6DpdzdR2YVbsxRE+STwAfx9K9FqR+b+yqyfupv5Ht//AASNtTL/AMFNPgZHs3bfiXpT8e1whzX9ZVfyn/8ABIDwX4qX/gpP8FNYl8O3y2cfxD07zLprdhGCJlONxGO4OPev6sK9jK7rnv5fqfXZPTlDAXateT/KIUUUV6x6YUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAfyNaB50WhWA3oFWyiBBOf4BXW6FFDrWmIVZmvIo5UEYX5mTadpJPHU4HPauW8JokfhyylDKHayj5cZ2jYOa6n4cWdpea69nNqRt4vs0jvcNkjIHy9ASecD0HevlXuz7Spfkv1RgraafZSNJqkxkkj48tc7FPu3f8KltXuL69imyyxK42Mw2gDP8K+/rSarYzW2sXFpeSLO0UpEZGM9fvY/WktV8642RT7CqsXkdshcKe560EJKxGxk8wNG0hKc53AYHr/+s1O91EJQtxfxMXOdquMD6n/Cooow/wC4iCFerSOeW/A9KSKNYlaOKWNTI3yjyxge/v8AWk2jZRl0NGG7mkjlEVz5I8tgpSMAtheAo9zxX6q/BzwvfeCPhF4W8GapEI7nSfDljZ3KK24LJFAiMM9+VPPevzR/Z88FQfEH42+FfB8tn9thm161N7GcbZYEkWSYc9R5aOT7A+1fqlX85+POYxf1LAx39+b79Ix+XxevTZm2FUni5tvRJfe27/dZdeuvQfCMgn2rjf2hdQs9M+A/jCe9kKJL4du7dSCoO+WJok+9x95wP8eldnE6rEwPU9K8/wD2hLXwn4l8JJ8PfFniPTtPttTjuLucai2VlisoWugu0EFw08dtEQCD++HXofxfhPByzDibB0F1qRbt/LF80n8ops6ca/8AZZrurK+15aK/ld6nwwvjjR/C2lS6gvhuy/tC1Z5Yp7m5Nwslv3TbwqOccHtjOeCD9g+LfAngn9s3/gnpb6n8NNOtrHxx4VEm643lGe2dg0kfyNh4w/3i/Ch8jPSvj1PBXhrUfB0nhuz0iCI3niOJQxQtAIpwcRkbWKKpQEEkf6w+lZyfGK6/ZqluLK/+Id7ZzajZyx/2XpzSC3eKbC5Zkf7uAeMA5UfWv7brYf2yi4O0k7o86pW9m3Gt8LVn5P19Ov6nkniW4h0rXBeaLq0lrf2shD/Z5CjxuDhh8p45GK9t+F/xsu9X8OTWdtpqlrLT3ec28K7IkRSxY5GAcD8TxzXkXwUl+HXxG8R+OPGXxM8TWNi2Xn0XTWu4xGXkk+aRpQd+BwAvctnrXL6P8MfiD4Wuf7B8KftOaPqEF7cmM6VYaxOq3O4427SAGzkdfSvRlhKdSC53sfNUMxr4OU1Rh8Tsn09bH1h/wU7/AGF/C37Hfhf4dfEnx742fUrz4p6c+oRf2XYiN7RhFbyOJVZtr83AGVI+6elfJliknhn4jw6bb6il3axObZp7WQgSAsSTz0xxntxW140+I/7Zfx68P6B4a+Pep+MteTwfZPbeGodbSadLSEhVYQswOOI0GM/wjHSqGk/CvXraG2TVvCd5G7SZRZrZ4yT654zjNXNUoq0dvvIoxqT99rV/I7qLWZ4JBBb2IjUyYYsdzDnoT/8AWrQ+L/iy+tfhNdeG9L0i2L/2vFeDUxADOkQRlKbyOU3FTjp1NLdaHDY6afLjVGBA+c5IAUAkfjUFhfS61YPpKhWCLsm3qCHjPAyT27V5cJWnc7VKSi4N6vY8ybxrrtvpElwdSVmSHKL5K8EDr0/zivM0+P8A8UrFPl1qKQhskvbRnp9BXrPi/wADpo9xcaUsUSW1xbs0MjTMAAFJKZwcsOg9civWfg5/wR0uPi98G9D+MB+Ikun2erWF3eXUHkb5II48iPaNo3btr5yR2xmvUoKnK542Jnioz5VJprzZ4j+yB8R/FPx9/aR8GfB74g6pb2+i61rKwaneW9uElht8F5GQ9NwVTjIPNfpr+zZ+x/8Asy/FXX/D7/Dzxn4iuvC11byTXh8QacjENLdSwWrwcBW3mJ2LFeiqQSCDX5X/ALHXhKFvjXBrj6RfNott9psb7V/tCxfZPPhkh3xsVO6YKxZUUMxxkAY3D9fvhN460rwP8NF07RPA02mxxXUFxZ6kmrrbrIkLIbeJRLGQI0iRE2bg20etVOMPa2S0DBVca6LqOWj01a/Xp+tuzPjr4y/Fzw7+xF+0v4l/Z+vL6/n0bSbwizvEiSaUA4YNIVxuJBGeOCOlUfD/AO218FfiD4ku/D3iLVp7GGS5EWmXMtm0gnVtoDOp2hTktkFgML15rwv/AIKLeO4viT+1f4l8a6eY0j1G6Mgt0k3GD5iNjHAGRjt2xXiUFvcXEsdtaQFpZZAiY6sScAfnXJPC0JVHNrVnDW4qzXBYh4eNpRi9mr/jc9F+Mn7QcvjnXpfD3izwNYrpllGbRIbMYlhkQ48xHPTkcL0A49c6Q+C3wo+OXw3spfgXriweI9Csf+JrpurOsT3wLElw33Q4ZtoyQCMDtzxtx8EPiZ4o+MCfC3QfCl3c63qV0Pslki5Zg43byQcBQCSWzgYOelfqb+wv/wAE9vAf7Lvhb/hIfFUZ1fxTe2wXVLlJCsKg4PkxqMFkHct94jOBRicTRwtJW36Jfr5GuU5fmGfYqoq0NFo5PRryXn5H5K678Ffij4bkf+1PCVyBHwWhKyhv93YTu/CmWPw48R6bcW934s0W5sopU8yGK6iMbTL2IU4O0+vQ9q/dbxp8F/2dfEN/Y6/8RPh1p1w1gCbaSeE7EyO6qQHHb5ga+U/2r/8AgmzonxCubv4k/CHX1069lg8xNOv52kglAGBHGxy0ZAGApyO2VrOnmlOpZNWPTr8FewvOnLmt0/pL7j8ifiRrUmp+LLq3RtsFrKYoYs8KAcH9awCzKwO4juDXrH7VH7Lnxa+Ani6Wfxp4MvLa1vnMkV15BMW/+IBxlTzzwT1rymx0+/1O7i0/TrOWeeZ1SKGJCzOx4CgDkkk9K+rw8qcqMXB6WPEq0qlGo4TVmfob/wAEWdWXxbofjbSfG1quqWtiLNLJtQPmrAG8wlVDZx93t7egr7K1z4K/CbxNptrpWreDoJrHT43i0+0E8iJbJISXWMKwEYYkkhcZya8R/wCCe/7Cfx7/AGM/hadb+P3g+XQdT8e2NtrGn6PdsFurexzNHGZk6xOxVm2NyFK5AOQPoKK3k1Yh7eUou/8AdqTgtzjPFfE5vUnHMJ8jtt+SP0rIqUJZVTVSKb139WfFH7c/7FGi/Dx/+Ej+Bvh6ZrCzQHUbFG8yRAwD+YMDJALMD3xg+tfJphkVTH5b+Yzfdwc/Sv0++N3iSy8MeOLzSZYHuLu0uPLuoQ3zDYgXJycKDjqcZ7Zrw3xYNN8S+KorCDw1aW8t5OqF7WxVCruQOZNu58Ejn5QR2rqw+MnGklU1/M+TzrhjC4jFurQnyX3Vrr5bfceP/swfs5+LfGSza/eaYttazRNHHeXSZCDI3YQ/eJGfp+Ne6r+x/wDDO4tYXuppvMQFTKbeFQePTYf517m3hvSfCug22m6JbrFHBGFRFXhVxj8+5PrWcbUNbvPcLGFUkgMT1wR/SuCrjqlWbknZH1+XcN4LBYSNGUeZ9W+/U+Uf2hv2aZvCXwr1Hxf4S0ixv4I1JaUWaC4gXcMkAAgjqSeoGeMZrxbQ9V1nRvhrp8llqFxAbm5nZvKbbG2Dt6AdeuT6EV90mJrS2Yxy74pjiSIMSuD2Ir5n/ay8OaX4B8SaZ4f8JaRHpumtZmdLWNiyCVzukYBs4yccDgdq9DB4l1E6ctXufO8QZNDCz+tUnaNuVrzvozxePM0u5/qwx1qa3gmim85IC2egxntWjpnirTfC9w/iPxLAt2IBvi08wqRcOTgBsjAXOT+FY0/xb0m8vGMXg7yY5W3eRBfMAo+pBrvUZyWiPjZyoU170tWasmm3i2gaRWzMw6EdMULpck8ixWkErsc8KmSTVW3+LeiaGVudN8AwSSqc7tRu3mA+igKPzzRbfFvx/wCOvG9iJNckt0udTiX7PZIIlClwAvyYLADjkmj2U9+gKvg7JJtvTZfq7fkdd4OXxVo1tJZWOmTea9zuWE2Qd9wAAK5UkHk8jnmukn+FXxRtdFGvXvgK9tLO4ZVjnls3PPPACgnt6V9lfDnwXo3w/wBKj0+0tSLgqGuL1vvyOepz1Az0FdnZyCTdO8jmKMcbTk1488wSlpHQ+3pZBCKs6j08j8vPjZ4B8RfD7xsdJ8RJEk1xZQXUapLuxHJGCufQ45weRmuTtR5l5GCR98Cug+Nnie41/wCK/iDUL/UZpz/a9ysbzOWKxrKwVQT0AHAHQVzNhfQfbEYhsK2WIGeByTXsRUuW5+UY2Kli6nIna7t95YubYRuyjAyeK/Vv/g0mtz/w2J8SrnYfl+GhTPpnULQ4/T9K/Lq78H+JZ9Lg1620a6ksrrJtrlYTtkwQDj8SK/Vz/g068K+ItC/ao+JN5reh3lpHN8PF+ztdQmMOpvrYgjI+YEYORxW2GUliIX7o7Mmo1Vj4uUWtJdP7rP3eooor6g+rCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigD4+/wCC9qlv+CUfxOHH/H74bPP/AGMWmV/POlxc28nmmQZDZTactX9C3/BfEZ/4JQfE8et54b6f9jFplfz3GOKO28kTKq5+dj1J9M14uZfxo+n6n0eTu2Gl6/ojc1jTotR0WbUNLcHzGiec/dWNtp3ckAnBPbv9awYm0rTk8xHaWdzw7RHGfRVPX6n/AOvXTeGtKTUvBOoyR6p5E0UgW2gZSTL8pZh6DoOpzz9a5WBAP30oDP1kkVuQPTPauC+lztSV2u35FmCO5aOe5uXkUsg4ZiXY7h19PpUdu8yymRJSgYFS8koC9P8APSlSNZbSWU3GyPcq4/ikPPTvSNH58TNJFCqKMKp+bn3z1+gpNmkY6E0F5AJsG7jkdOc7QR+A6n8a5743+I49D+EGsaheXRXNqY47dWALSOCqk49GIOK3YY1O2AXiKEXLkqM49PavIf20NVFt4D0vT4Zdn23UWZ42+8yRp1+mSKvDwVSvGPmc+ZVJUcDOf9a6HzYmWkLE55rUEfl6F5hH35sfkKy4cFq1bq9hk0W1sI8l0d2kz7nivpJ9D88e57f/AME/dJt7v4rX2rTQGRrHRZXgAnEY8xmVBkkHjDGvurwd8YfDHgbxjot6nhexjtpbtItWjaQzSF1X5pFkY8LgEbR1PYEc+Bf8E3/gN4F1T9lbx38a/EuoaW+qTeIrPQ9I0u7DGaSMxPLLNHhhtKsYxuII5Ppz7Jr/AICsfFB0mDQLO2hmtdAV4zfDgyCX7O0iuEwS3D43cbj6V8jmU6dbGSXbT8D7jJoVsPlcZR+07rz1/wAkfS//AAVY+C3hXxj4U8PftYfCO1t7PQtQsUbxVaoxAN15ao0rJkosnKuAoyysW4xz+f3h7xR/wh/ixdW0LUvMtmlBuLYufKlx0Dr0ODg89wK734iftNHwd8N9X+DA8d32rGRXD6dfTSRW8UoiMOFJcoWG5uTx8oFcVofw9+HHiz9mi3874r6Vp/izU7qQT3V9crFHZJGVKxARZMh2jljzmQVyYHByp0eSb06ehz5liaaxcatKN3u+6tp+XT/M+pf2dbTVf2rPHXhf4O6bdDTovGGux6ONUktFkjjMqOWwvBYBVYkA8cc814v+3T+y94D/AGWP2rvEX7LjeMTJq3h+GKSbUo4NtlLvtUuAMFt8ZCuF6HmvKfD4/aT+GdzB4h+Ev7Qk2uat4ckhvtITw7rNw1xZyJIoEkQ4KkBtvy9s074gTftE/Hrxje/FH4vWXiXWvEuryxjWNR1eyla6kKIEQMSuWAVFGf8AZHpXXChQw8bR373/AEOari8TmNZTqR06K36jPhVqdwmpajaXsLuj5niSOXABzjHfPy8/hXougatNc6mlpPCkUWxsbeMnHXPXr/OuR8G/Dq8sPEcM2o+HriJok3SmSJoyox0we547V1utWY0iOKSBkRo0GSPvFvT+VcOIa9pobw9pSSfQxv2g/HGs32q+HpLHSrXT47LSxaSy2tsqi5lV2Jd+OXKlee+K84+IHxE8U6N4aa60zVlW43qBKIU4BPTke1euatp0fjrSPKuYk+zv8ybhjy5BxkHqcH8xmvL/ABF8OpfEskXhC7iWOV9Rit1WOZg7M7EKwBUgr3z7itqMou1+hzY2VaKcoydmecT/ALRnxTsI/wB1qlu4AAy1oh69egFfRX/BP3UPA/7QV3431/8AaZ8Q3un6P4Z0S2ltG8PW4Fzc3lxcpBFEFIbcDk8AZzitP9rn/gkn/wAMxfA3xF8ZNY+I8t5b6M1lHaW0NuMzvMyI4YkYTazNjGcgDoTWV/wTM8J2+mX93c+I/Dd3bjULu2v/AA9cSThZLu4hSZIsRhSxjV5fNWT5U8yJMlsYHdVVONNtLU8qlPHTxKpqf3vT5n6G+GP+CfPwe8e+A/Hc9v4v1aSGytrh/C1xfW0cV2y2jBZFlc7lVfOBXC4yi9siviXwH+3p4W8LWV54a8aSXsc9i0kMDW9mDFKFyFX5T8vIAPHQZr728a/HbTPAHwvluLfwVNo1vbeF7zT/AOz31qPHlyxqBIY2jV2YMobcCRjNfif4ueSTxZqW24jkT7dLiSE/K3zHp04rlrUKVWCjJbGuPznMMsSq0pK7dtbP8j7A1D9sH4ZeNfhne+JNNVJvEmm2y3jaJdwMY32PHvCSnGMBmIYAn5Ogzmvl3XPi54Y+JfitNU+LPhwxI2oCV7zRkCuICwzEyn7wx368k9znL8CeGNc8X+JE0Dw/pzzTy202IoyBx5bDPJHGSK6v9l39kT4nftR/EkeCfC9g9raWbg65q1xEfKsI84OfVzghU6kjsASCnChh4tvRHlVM1zbOp04OHNd2slpJr9de+m+ho/FT9mzSvHS/8LX/AGctSs7/AEPUJT5mlNcJFNYyYyyAOQGTkYwSRnHbNeWXvwo+JWm3KWdx4M1AzSvtjiitjIxP0TNft/8As8fsr/B/9nT4fWfgHwt4dkuIt/mTT3sm9pZcDdIyjChjjsPap/FfwC/Zln1HUdTv/h7Yw65qqLGLwF0kBzjdGVYCJgOdy4rihm0FeKTa6P8AzPqp8EKrFTlJRk90tUvTT9T8Px4Vu/BtrfXviexeO7tYXY2snDRFRn5ueG7YPTvXjN9qNzqd5Jf3c5aSRizE/wAq/UH9qX/gld4j0iG71D4Rawuo2d40iTaReSj7VGCD8wbhXHX0Psetfmz8UvhN47+D/i258G+O/DV3p93bSlStzbtHvXsw3AcEV7+WYilWu09TxMVlVbLPclGy79/mYVpe3en3a3dpdSQzRMCkkbFWUjoQR0r9fv8Agn9YeGPiP+xn4V1D4heGrTUby589pbm+iEsk22dwpLHn+EfTA9K/Kf4H/Ar4t/tH/EzSfhD8FPAeo+I/EWtXSwWGmabbmR3YnG444VR1LHAUAkkCv2U+B37P3iv9kr4Wab8AviAIG1jwqZrHVvscwkj+1rK/mBWHDKHJAPcCsOIJWwsbb3/RnucKx5sbO6uuX9UaHjX9mX4J/F67uF+IPhM3k2quGvL5ryQzSFeFZizHfgZA3A8E1+en7Wn7N+sfB3xhPqug6VLJ4dvH3WdzGNwhJ6xsQOMHOCeo+hr9M9M0m8up2vY5WJhtpZnjUkkLGhcjjrwprwDxP420gTz2Vnpcd9A8XllpDuiHXdnOd+OflXPoSK+ewOKrRk23deZ7nEOTYHMcOotKElqml+fdH53JY3V7IlnYW0kshIAVFJJr6e+BX7KGrXPhGGfxjbJYxyTCaQGFZJZsqNuAwwoHI/XvXf8Awm8MaD41+KlvZz+H7eKC3LXDJDZJBG4UfKCqjkbmQ8knjrXuniC3is5fItBmMryCMZx/KujFZg37kDzeHOFKFGUq1WXP0WlvU8J1X9kL4YwRS3kMskUjKuPMt4W5PHTYPX1r5/8A2wvgprPwlXSpoNEsRZXEjAahZ2q/O20Ha/HynrgdODgnBr7a8SWUaaOwuTEGYKoJJ4+auW1nwxoviyyHg3xZpianp11hZbWd2KtyOhHK9AcjkVhh8ZOE027o9vNeHsNi8HKFJKEns/67nxP461XV7WdNBOo3X2eO1hVreSTK8L2HGBySB6Gufgj35bGcnAAHSuz+ME+oWPxK1jT4zsWC6aKGNgGKxjhVyeThcCsEfEHw94L0eWDUtDi1e9vT5fkyKEW2VT94MBncTxxjpXt6y2R+cYiMI1Zc8rJFKztrpP3EUJJcj5sdKtT6bNFKkM6viNAWwc8n6VkWvxP0e7cR3PhaZ0X/AJ5agV/mprStPjv/AMIwzN4V8G2NrM0bKl3cs08qEgjcC2FyM+mKbpVOxzQr4NO8pfg/6/Emi0W+u2f7BYzy7RyEjJ498V2WgW/jTUtOtvD+l6Bc3p8hI/JgsMvjhgCwXdjcc4JxmoP2S7rxT8Xvjja+H/EHiG6e0ls5nmhjOxNq4Jwi4UEgY6d6+/8Aw3aaToNimmabZC0ijXaI4yBkD1x1PqTXDi8QsNJQauz6DJ8up5hh3WhNpXa27W8z4ni+CHxWl12w8J33hGaxu71sWyXEDqH3EhcuAVUZHUkV4TrOl3eh6tc6TemPzbS4eGXY+4FlYg4PcZFfpl+0hrVz4f8A2fPFmuR3s0NwujSmCaByCjYwCCOhzzmvy/utSWeV5553d3YlmfJLE8kk960wdaWIg5WseLxZg6eEq06cW27N38tv0LVhEJvNDHP7vOPxFRvDtbHHFO0W7t5JWUll8zCKdpOWJ4HHrWzqXw98a2epLpk/ha/FzJgRwLbszMSBtwB1JyOPeuu0r6HyCpVW7qLt6H9DH/BrTAYf+CZd0xUjzPiXqjZPf/R7MZ/Sv0gr88P+DYvRtT0L/gmi1jrFhNbXH/CwdTZ4Z0KsMw2vYjI6dK/Q+vosD/usf66n3lGLhQpp/wAsf/SUFFFFdZoFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFfkR/wdNB/wC3vgG6EAiy8XAEnH8eh1+u9fkN/wAHTcay+IvgAjEgfY/FxJz/ALeh1y43/dZf11O7Lv8AfYfP8mflVoF6ttqkMd7IvlOdk5wSoQ8EnHJx1q34o0XyYbWVLgpbGJlErDlssxwFHJOMdeKzrgRErucYUfJGg5Pv710fizS3XwZpmq2usBpHjBubc5zFkkKckegHTI59a+fR9LU+JPuc59os7UfY9HWXzMfMwHzn3z/D/nrTmie3sYxJIQd7ZVDwowO5qFFggjyF2Ke6nhj6+9Syx+VFDLLIGJUssG7G0ZPJPagEtQt5JY4jG1ysK5DfvZOenYdTU1texFS1vIHLHBIVScZ6+iiq0tt5gSSXylYtkFVzge3f8aljZNxuWuAyg4SNAMs3rUto1jGWx5F+254ihh8I6VobXnmz3VwZAqN8scaBsj3ySh/Cvmq3HevVP2xNTNx8U10pZwyWWnRLsH8LNljn35FeW22Mg19DgoqGGXnqfAZrVdXGzfZ2+40tXjERt4SOkI4r7E/4J62mm6J8L7rxFeaULn7TrpFzHJf+SrQxxrwMDOcse47V8ea1dw6hqnmW4JRUVVz7DFfpd8LPgN8OvhL+zh8INQgl0zVdU1bRk8Q65b2xIuIHlnfFrI5YrhoxHxgEbvxPnZtVjHCxhL7T/wCCdnD1Kc8e5x+ym/0Pfv2CPjz8N/DH7SWneFfGXhSxl0K5URxwRW4ZjFKHQxPvbMh2lwWPPQZJGa84/wCClX7Odt+z/wDHHUnivYB4V1rEvhgxzNIscW3cFRnJYoVYEHpkMP4cnkvEPgddP1zVfGul6pFYQ2GrTC4vRGVuo4oNpVgNseRhwcg88+mK8v8A2k/2mrn4qeGNG8E2XjGfUn0ueCGPUtXnIeBI93ISVipTMjcDsBnrXzMMK5YpVIPRqz/Q+kx1eDwkoVNWruPZ9vz+XyJfg78Trn4f6ubZ7z7RZEbYEmbcIc9TGD90njOPQV9n/ss/seav/wAFHNV134e3PiaDQLfQ/DMWuMdQ0/eJwZWiTO0hkPDkH0HTmviz42/CL4e376Cfg/8AHzRtIfTbKKS4u72/aOa6ldFbzAsWRHggnA/vjFUvh/8AFv8Abg+Aerjxl8C/jd4j1CXUbefTdV1bwnqdxMz242OIpO7KNxIDDHJ+tej9Voe0VSWv4HiLMsV9V+rRhZdeunY53xBZ+CriLVdS8E6rcI1hcm2+x6gAGkZt6homUnONpPOMCuh+GmrSHwnALi1eWW3kMWWk+XaBxx+Y69q5jTPhV45uL6KSXwZqRiwZN502TkseSwIGD9fTFdz8N/Av9nrcST6XJCHkUB3JG45yTg54wKxxDj7PRmlGnUitrHV+DPEE8Nx/a01lBLJa3Mcq2ssYMciqclGXuD7+teb/ABF8Z69dfFbXdRiSLTory+kmgtYoFCRRs25AoxwoBH5V2l3epoOqecNnlkkFEHG09/5flWf468Hz+IrI6s8Eb3cEZ8k9C6dduB69Rn0PrXNRkk9TapKpOlaLd0ePfEz4reNNC1K1i0fV1jRkYygwJhjkDnIrmG/ab+LFhKhS/tXyScPZrz27Yr234K/smxftZfG/RvhodZ/s77ZaTTS3UDl/JjiDM25WXhjt9ccj6Vjft1/sESfsbp4PtNV8T3Grap4oS5Y2lrD8sRjdFAQlcuWL9MD9a9WjGnKCuj5/EV8XFuUZv72fSf7BXw6+AfxW+COgfEv44eNfEdh4q1zUNabT7XwxarIkVpYwBmmdWBIO84zuUcgDkgH3X9rb9kfwp8AP2PLL9o/S9cY+KfD1+seqW8UEawlpQpJww3SuAyAHPHP4eRf8E1tF0rwj4P0OHXfh7c3OtaRGLa90Vb3n7OLmW4y+1SEd5pImkjJZv9GiGFA2j1P/AIKb/HC31H9mPxJ4Fe2FodY1GG8jFzq0c6wPHDtaJVSNWUNtXAYZ3A1klFuTa8jvjVxtLDpylra+6vt99+v3eZ83xf8ABRXwJ/wiVu1xFfm/M0S3FpNAVVEJAkdXXduIHIHGfasP4/ftX+DofA9p4u+Ea22qTX4msbx7+zKPZSFEdTgnMgPzjaQBlMgt2+So/MdsyruGeFz2rZ03wf4k13wRq+vafpkstpp08LXMqY2xj5geM5/iHauaGEoU5XSPE/1sznFQlSdm2t0tVbW/XpudH8NPFvwH8SeOP7Q+MWhT2IubKSCY2QH2dpnXb55HVGGS3HG7B57xfEn9kr4g+ENQe68Iy23iDR50E1hf2Fwm6SJuV3RsQwbBGRjFew/8E/P+CdPiD9pbVYviL8Rra4sPBVvPhSBtl1VweUj3DAjB4Z/wGTnH6qeHvhP8MfDvhyHwZaeDoWs7OyW3jWYGTEYXAUFicAAdsYrPE5hSw9bljq+q6f8ADnr5Rw3XzjB+2rxUE9U9nLztZ6H4KR/Cz4jy3j6fF4P1BnhjLzulsxSNQMlmf7oA7knAqj47UeC/AzGBv9MuJRE06n7uQSQPbAr9rPid+yB+zB458C3Xwz8JeEI9Imn3yXM+mTuk5O4EBmYnepPOxsgY4x1r88/2wf8AgmF8ZPC2l3kHgkR+JLG2UXNrLYRkzIRn5Hj5OcZ5GR3zXRhcfRrVUpaK/UdfhWrl654e/p62/rufBQZmBO7JNbfw58Ua74W8W2OoaDqVxBKbqNXEExQyKWGVJHY1kappOqaLfy6dq2nTWs8TFZYZ4yrKQcEEGvdf2Bv2Cv2hv21viTOnwl8DXNzovhW2bVvFWvTL5dnp1pAplffK3y+YwUhE+8xPTAJH003Hkd9jy6cZe0SW9z9b7Dwl4Flh0/WLbwxaWupQ2PlpdWieVNGHjCSAOmD8wJU88g4rzr4s/sWfs9+M/Cd7ct4OWyvrGAixuLa4bCNI20na2QPvMeMcnmvR0DWQSxMZ8zAC7SMBR3qp40tI9F8A6hrmp3f+iLPDFLIZMKGYlgSeMfcNfnEa1eNRcsnufrdbDYWrQaqQTVux+VHxV+FPi74UeLp/C3izSpITHITDOF/dzp2ZD0IP6dKzPCfgzxB468RW+h+H9NlnknkCgIhOK+5/G3i/TtU0iazn8NQTosheOW8tBNkk/Ltjbnnn5mx24Iq9+y74O0LVJdR8XT6WsTQssEGI1UJxuYqoACkgoOBjg+te3LMOSldrU/OqfBtGpmChCr7je1tbdr3/ABOD8C/sk6YdMsx4zVIv9FSNLG2hRzGMDIZ2Byc5PAq3f/seeA1aKx0O5jE8rHal3bRMpx2JCgjr717nqEUhuzbxBcK/y54x3rC8WWEJuoIVljR1LNuViDnI715axdaUr3P0JZJgI0+X2adj4V8d+A9e8CftHReF9S0KKxERV4o7GEKsiiMndG23knB5xkH3Fc/4h1zVdWvXXUdRmuFjd9hmcttya+0/iZ4W0jxF4dvtf1LRVutV0Sxml0m9Z2ElvIV27gQeeOx4/Gvi6a/v5iwMy7d25yUHGM8nj617OHre3pJ21Wh+d5vljyyvKPNdTbkvTTR+j/ApJbGSIIqknqW9qu2NleXRW2SFlVfvHpnn3pfEHxW8L6TYQ+GLPwxHeS243zaq58py7YJUBRyo4Az9aoWfxM0G4/0m+8IXEh7AakVB+o2dK6OSo1ex4cqmFjK0p/n/AJGj9iZpnknR8lsLgZHFT6bomqm4t7y30+dkE6nzBCSo+aqF18f9cttLk0LwvoWn6THI6l5YIPMkdRngtJnPJznGeO1e/f8ABPzw7d/EW11jxR40vrnUk06/TyYLiUspdk4znjaMHj3rKtehSc5dDtwEMLj8ZGhCTu03e2mmve7/AAON0vw38S/iFOLPRPBt3qD5Z1a3sAi7jyxO0AEnjJPJqv4u+D3xCu/DPiG7udG+yf2Jaie/juEaLYiyKpwWUB2zgYBPWvv3T7iKOJYLUmPGAkYOFX8BxXz5/wAFN/EFzonwm0PSrXUbmI3mrMtyI5CBKgiJKnH3hnHB44FcFDGOrWUFHc97M8ppYbLKtWcnKyflvofDrbkGCRzU8VuJLAPwSJDz+Aqg99CMbmJPoBW34X0y+8TPHoeh2c1xeylnhtooyWcdyPyNeq4ytoflns6ktIpsz4oj5wx3YAYr+wX9iqH7P+xv8JbfaV2fDLQV2ntjToBX8iWneBPGV5qQgsvDGoSvG6tIIrVm2LkcnA4HI59xX9ev7IEDW37JfwutnUq0fw60RSrHJBFhCK9HK01Xd+3+R9LkVOcKNVyVtY/+3HotFFFe4e2Ffzt/8Fr7VX/4Kv8AxilkX5Hu9CU71+U/8U7pfPqT+lf0SV/Ox/wW2S4l/wCCrnxjhWfyka60PMh5/wCZd0vjFefmX+7r1/zPTyn/AHl+j/Q+adFbT7bUI2gtwQky4d+SSDxj+6Kr6u73nh2xu7qXnzZ9zMe2am0Sxjt762MzkRiQbncYDfh/j+VWtWnurP4eW1tDaw+XLePumYDeGBbABPOMHnA7CvER78+hzlpbF5RG67QzKMseWz2xyac9vKt1IsgaMmQgvJxjnpgUul2z/boXeQFo5AxG3vTooXkl3uCWY7t27gfWm2aRjYSW0RnWGGJhgDaztknjrjsPrWb8TfEkXgr4f61q9pnMelzBZNvIkZdqnn3NbbeRaufnDMzdOSc/1rzD9rTUZ7P4NTTQYMd7qcVq7EEEbcyEDPbgU6MPaVoxfVmWOrewwU5Lex8psd0mTzmp4Tx0quOWzVm1wWANfUPY/OJHsP7GOg+LI/jFYePvDumXUo8Obr57i2jJMDKp2t0IGGIPPHFfUng34p614Oh1XxF4x8JQX1/dWskKLqcsxmjkd1bzAN6EHaWOQOc88Vk/8ErbTwv4v+H/AIu8F6toVy0qTQyPqNrKyKkLqwaOXBGQxVGBU5Ux8ggmv1b+GX7DHwj021/4T34EaXJqmh69o0bXVvrEIvL7TpIopBJDDM5Lbi43YH3kA6qK+JzvMqVDEtVI+X66vpufV5Ll2Lnho1qc7J389dtuux+Vn7XmvR+JfhTZ38l2/wBmOrulm8TbgyIpUcccAFRnNfOXhe3sZdXggF4ykScOYOhHPPNfoL/wWN8JfDvw9quieGLHwhpujXVmSt9pfh+7YwRyeWivIRs2IzujsVXjkHGTXxZ8MvDvhjWPFQ0geGNYvbm4trj7Ba6XcK0slwIXMa7Sh3KWAyBzjOPSrwVeNXC86VkzbMqFVY1KTu7L8jANlayp5EepocKMM8LY/TNfpd8CPDnh/W/hFoth4L8TW95LZ6ckVzDbAK6MijcPc88jqK+Jrf4O6Nb2Ntot34A8ZQeOrlj/AGZot/BFFZygnCyMzKJAoAJPy4yvUDJHJ6f+0V8d/wBlX463dtc3qebYSx2+saS0geKRcKzKHHIbod69wO3FTiMNPG0bQe2vqTh80pZPiP3sXaWj8v67H6Pa34WsvEOiyeH9e0SK4tZDtuba5jDRyDPUg9fX6ivIPEXwq0/wBcXVn4X0Yw2VzJ58flxkojHgoOwwR0HbFeqfA/49eB/2mvA0fjnwprEcU0a7bu1lx5kcgAyki9j7jg9RXW6Ro8tp/o2t2fm29zGSwABUgHIOCOma8GNSph5OMtO6PsJU8Pi4xrQs9NH5Hx9rP2KE/adW08SzLIFVlyG3cjqDk11/wgufg7p3iFLr4u2mo3ulMhWayhRGDbhg5J5AwT0GQee1U/21fgh8QvDl9b/Ev4RpK+mxti/0yGPzNjk58wLg7hxjHavJfhj8TvEPxBup9Av9JgQ2kW97pMoN2doBU5569+1eooqrQ5ov/NHgSrUaeO9jOFpdNNH/AF5n3H+y/wDEL4efsL/A7x1qXjjV1kstR11NS0VYGLStZywqLUyDAKMw9sc9elfnt+038adU+M3xP8T/ABW8HWsmlT+IbsSahJHOTLcRKqqI2bsuEU7RwSOc8Y+gp7208SWdzq3jXRbe/n1nTV0jULneQ8tjGqKq4ztLJtj2NtypjGK+cvEngK0+E3iG60HXdQGpXCOJLCGBSsUsB5jkdupyMHYvQ5BYEYrsw1RSVr6o8bMMFPDWailFt63b9N7W06Lz1ZL+zz+2V+098G/FKaxpvj24uNBWYDUbPWJ91o46bBkEhsdBGN3fFdl+0l4K+O37UHjn/hbfhP4W3B0vULVJrRLJECgFRuO0HOScnpnmvBPHVtrXiHxVaRGLdDezbLO2t4wkUJLcoirwoGc4A6V+kH7M+u+Gbz4V6RLo2oSeXbwmz2zLjLQuYXYD0LI2PbFVjKs6NJSitznweV0s1U8PWm0t7q13999Nj4LuP2bPjvphC33wj8QBd4DONNkYfmBX15+wP8Pdf8R/G/R/hr4i+HIXSdBtLi8ibVrXPkPEqFZPn3HcZGOATxz6Yr3vxJ4zttM0o3bahEwTJAYYCgZr57/4J9fGnxT8Rf2tNU8Xa3cw2VveadNby2dsziIhlO3aGY4JZQSfc9K82depWoSdrWR2YLJMHkePpxhNydR21S2Wrv5bf0j7+k1iHwyyT3kjgFS+SeBz1JrifiP8b9EtNMu1vL6O006KPdJdPKFAI6uxzxWJ4w164T9291NJA/7tFc4LY/kK5LxN4Z8P+M420y50mGaDb8yOMgsVKk9uzH8+MV5NNQjZs+6qyqS0jucN4k/bk8F+GQ0Ph17vULRHIllswAsxBHPzEZXn8axj/wAFBfBdxfNa3ei37o1m0nlrPabQgXcysrTA7tuflIyQOBXkXxT8M+FtA1vU/D2nad9ktLe9eG2ij9FIGBnPHFc14c+EfhfxxrJ0qxQ2eo3cUqRX620bumYiMngZ44616VOnQavJaHgVa2aTb9jZ2/rS4un/ALT37Klr+0X4T+Ltn8DNGvo9J1qO61Sw1vRYhDfRLIGMUgAZSGXIzjOSDX6nf8FTP+Cq/wCzh4+/4JqeGvHn7JOvaTLqGn+KdMa48ETQ+TPptuIpUkjeFcYjAYIJEynIwa/KrxZ/wSx8daT4Xn8U+FfibaX4hwHsprJopOcY24chuuPWpPgZ+zv438NWGp+F/HfiIXOm3Dwi3t4JWKq6Od3yuMAHjOK9Wji8OqEoRldNWd7nzVHD56sb/tNHlk9U1aydvJtf8E9E0j/gqvpHiSyj0TQPghcx6zeOqo02prJbRserkBAxAPOMj61yevfFDW9d1W48Q6nq89zc3DIWW5uHfYoH8OT8vOTtGBzwBwB3mgfArwbCsraN8OEWePnz7e1Z/YHIBx1rgX+DU7eMZx4jvpI4Fc+XHHw0wHqT93+ea82f1amn7NWXU+gq0c2rSgpS52+2iXrsauj3mpeK7hdI0uNriWXceE4APHXov1NfQPgK51LQvD2leHr/AGu1vaRwFt/yttUAnOOvFebeHotO0nSlsPDtkINmCDF/MnqfTNdjovxBX+zorHUtJmlH8VxGv3HHr/nmvMnUc5cttD6XA4BYOHPKV5fgbUlzI98zWexQ8jLIp+bgHtXN6q7LqNwoDOVkbOz1rVh1azvYjb2ms2hQSZKrKAwPoRnOa5fxr498LeGtUbStR1SNLo/vBawwPLJgnGdqdOfXFa06cpOyRrXr06Sbm7epyv7RXhCw1jwbaaT4y1a+srKG3vdRmWzgV3IhhVxlSwHJAUZ6bs9sH5U8az/A3WfDjWXhLxpqVvfWVnJLJBqmj7Vu5WCARRvHIwyvzHcwUHnHbP1B8d/it4XsvAl1pniG6NpbanZzWTmdSHdpAhyoUP0VT14ycZGc18Tm20c3U9rJezPDsJt9qj5XOPXt19+le7hI/ulfp/mflvFeMhDFe7yvmWvdWtb0MT+z5JW82DD+Uu9gWx39O9TOlxPp/wA0Q3qeFJwWFTS2xs54p44xIFJ4cEhvY4pkt3qEdn5MQYruOwHoCQMn9B+VejzXR8OpRkkULO33TAuSozggHJr9Sv2cLC40/wCAfg/TREpMfh23ZhjOSybv/Zq/L6zk2P5bhGLsAxVckc+vav1X+Gug3+mfDDw1ZW0T7U0KzQvu4BEKD868rN5XhFeZ9rwcr4mrLsl+f/AOhgnvLIh43WKQcr5fWvgD/goxeXuo/tI3V7cGRpH0u3y7jliAR/TFfc/xd8U2/wANvD2maextW13xDcLa6Mj3a7YiSA00g7KmQeep4rzrw58AvEfjj44a1qWoeJbpfC+i3UdtF+95vXjiTeS2OFLlixHJJIHeuDBThQbqy2t/kfUZ3gJ5nhlh4u2qf5n5yJHcNPHBGh3Mwyce9WJodXutXna0uZl/eszsJSqqMnknOBX64237PnwU1W4Av/C0QdiNskU8o289cB+axvEv7Bn7Onia1udP0fwKy3F3v8q6guWzCwBO7a5ZT1z09q7Fm+H2aZ81/qTi0vdqr7mj5G/4JB+ONY8O/wDBSP4M29tqlxqQn+Imi2kkE9wVhRJb6CJnBY5JUNkAAZIHav6w6/ny/YZ/Zl8P/s6/tl/CZNV8NabfXUvj/TIo9UiswhZm1W18ls4+VkUMeOpx17f0G19Hk1enXhOUe6Kll1fLKUaNWV3q9OmwUUUV7RkFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAH8lPhSzt08MWa3ikKLOJwGUbh8g4GOn86147uOz0i6exhWJ2gARhknG9ep7n2rD8NW9xdeHLFJbkxqtrDiPbuL/IOfrW5HaImn3sch2sYV8tGPP315GP8+9fKPc+0WyK3jCEHXHYscukeADkk7RnpVKztXkifCEMsLEInzEdicY4+tbnxMuL2XVbaxNtDCkdonlmNV3Mhyctjqfr2ArGsoXjgnmicEvEFzgjA3Dim2TTXNFEdtaq7COYMoz9zd8zGn29rFNc75FMaD7/APEcdgT6/Sn2lsMkcqACGYseae01vbqY1YHA5KqTgeuB0qHqdELLc+iv+CaXhQ+Ifj3c69Jp7G28PaRLPFcBcCO4l2wovXqY3uO3b6V9718sf8EsfCcum/D7xR4wkGP7S1W3tl91hh80E85z/pX6fl9T1/HHi7mDx3HFeCd40owgvlHmf/k0pfmdOBTdOU2rc0m/u938UrijkYA/Gvin/gp18YvFKeL7X4d+AtOv3bTtHeDU7qy3YeS7eGU2xwvBEVvHIcHkSgdjX2xHjHPrXzZrXww+Cfjr9pW4sPjBBrcmiJ4lY6teafqTRmVpIQwaEoQVaJXjjZTnItxggkiu7wbwuGqcUzxNXWVGnKUV5tqDfb4ZNWfV36HNmtLE4mnGhSdru7fp0+/W/l5nxx4L+L8HhnSLPw3deHrCK7nu57uTVlmkM0ZEGY1JMn98Hhl69OteQ/tpul58Q7Oa/nlSY6XEWjHzgAgsO4xwRxX7R+Ev2IPDnwm0AaNH4E0LxR4d03UDMk99YxoNRg3SyObmXBLIYxhGP8SADHNfkh/wUJ0zwLJ+0Tq7aRal4kjjjAtr12hBVQrKjSIGZQQQCeoFf1Hl+YUMViGoL+v0PMxmFxdLAWqSvqulv+HPAfDlrY3FrdSjUDHtVM5gIyCw6c+1dt8DLDRJ/jD4duNY1uCC0i1NJLiWaJgFVfmye2OKk+HfgO28X+GtRtfB3w/8Ratq1vdW5ZNNImiS3IlyzBYywbcEA7EE9+vWSfCKG7u5ofgR4Y8Ry6rp9u0viJ/EzQ266eEU7o1CfeYkNwcNhSMdces3zycVueQk6FJVGr2/H0Pvl/DcF/pqeIPDWqR6hYFQyvbYCnKgjK9uDwe4rn/iF8MvC3xE0/7L4u8PQXMaRt5ElxGGeAkYJQ/wnHf2H4fCX7Hv/BQHxx8DvFKaD481CS/8NXM7NIDGDJaM2BvXHLJgAFDnAHGMYP6KaXquifEHwza+LfButWtzbalGrwLG+5WBwQVb3zXz2JwtfA1Vfboz6zLszwWd4ZpLX7UX/Wx88eIfCl/4UshpEFjJEtmDEhZD8yKcA5PUEdK46YaTFfpD/Z5SeVMtJCduBk9un5ivsS48M6Zq2i3Hh/xVpfmgZVTIBxu+9zjIPTFfD37SHgb4xfs//Ea71y3Z73w/dsZLKaS3LpCmcCNscqR0znmujC1VWbi9/wAzmzNQwlNSlC8e66Hrvg/wr8GvHvgTVPhtq8WoTeLNYVYvDF3JEoihutwEYJUFiGJKn13dOK9z+If7Z/w//ZR/Y88J/Ce7lF/4jTwz/Zyw2U37pnVSkuHHUKx9jzXx78HviZ4q1lLP4jabAmm3lheA2kySfxJjDrkccn36Vu/EP4daN478By/DbT9GstPu2mOo6dcI7BUv3UFl+ZjsSRQqMBgbgrH7tdNKSo1LSZ5+JwscXRVajBOy03V+2lteu7XTc+X/ABF4o8X6AbaXwTqU2k6dauz21pZykLHKwwZD/ecgcseeMcDAr2/9k/8Abw/aI8DBfAfxK1Y+ItF1OL7Npun60wkuGZvlBjyCxTnGXIX0JIxXl5Ol+GYn0yJFv75A8VzPdW48qB+h2Iw5YHozDgjhRjNYHwhVtN+Ntv4k8YvcywaNKb6/uFy7vGgyMZ6luAPc16i1Tsj5yEX7WLb0ejXRHaeN/wBmD9pbXfEl94ju/hdqUv2m5dy9tGrg5ORjaTxiqPhT9nz4t6d4otW8S/CXxAlvCTK4fTpVDbAWxuGMcgc5r9HvDOq6dbWqPBqSt8m4mTnacdPwzXIftP8Axoufhr8MdV8Q6SLO8uo4Ejihu1Yq5eQIQQpBwAxPXtXjRxlWcrcp6GI4Py6i3iZVZae872fm+iNn/gm/4V1zxXofiT4neLvB0FnqFrcQada30luqzsjRB5I1OOFDFc88nPpX0teeM9N8Mia31CVsKdpDHG4D+EfX3xXyV/wTD8Zazf8AwN8RHXtald5dXS8t4w5ZkblWxk9MgY/+tXrWua152pCz1d2mVSWKu3AU/wBf1rzcTG+Klc+yyuq5ZbTkuqvrvr3t1H/GL9oTwnpOmrf+Mtcg0+NHYW6u/wDrMchEH8R6dK8a1b9vrw5pt+lmNM1Ca2ZgtuRsEcYOME7iMH1Pbmui+KPw88IeL/DN/q+v+H4LhbW1eaPcDuUxhmTHPBBJP8+ma+U/Emm6NLNDDNC4dF5iTGMYHXIrWjGlNdzHGVMXTnywtd/M9g8bft8/CrWfBGp2/i/wre3tp5qxTwy/Y7hGZvukIJW3LweQMcGqv/BK39t79in9mb9tw/E3xn8ENHfw7qKLAl1JoUb3WkTF1ZbyBcNhlIO4KQSrHaCRg+S6D+yv4f8AjPo9x4c8Mav/AGGfOga6kjsY3WQgPjOCp4NYPxO/4JofE74d29rqekeP7HUbW4UyrOsDxPGB/fXJI7cjI5FephquEw9SylZ9nf8A4Y+VzSnxFUlGTpKcF1Vr/nf8Nz9D/wDguP8A8FP/AABo/wC0x4C8X/BHUdI8d+D9T8DhL+bT7sqUmFzIwUPjMciq/KMufmGQK+T5v+CkP/C1LI+Hvh98OLzRgkOb3U7nUAzoMgbIzGq7SeMtnOM4wea5r4a/AvUJPBem6T8ULkavd6ekwWOSQvGys/yDLANkDGBXXX3wR0e38KTTeEvBLaczRHE8dqwXI5wWxyCTj8aMXPC1qzqyXvPr0PUwtPNY4W0ZcsbfC7X22+88/tfGt3HNHFJqTzeYrmWeaQu5ckk5Ofmye/8A9auw8C6frfi7XbS+02I+VY3sM0k8gKj5HDYz3zyMCua8CfCbTdPuTf8AimZp5UkwbQNhEOepPVvp0+teq2WrSaeIbnSYjFDCAGRFwuPQAV5OIrcr93VnqZZllatFTxD5V26/8A9NXXJp7S5jvIQSkW5g74IPtWWZJ2t541kUQrEXBxznGTzVIeO9P1OPyL/TntSiBVuXX92y9eSPepRfRalEJV1O1mXySAIplIIx14PT/CsIRb6H0M58q1ZhRw3N8yWtrDI7uwC7QCK8T/ar8O+BE16XxX8RvEerQpYXVlp6RWFosqqHgZ3PLjlQmcD7xbHGOfVJfid4VGtHTbDUftU8TtHJFaW7uFK9QX4UH8a8U/bK+IPhHxRoI8F6nqXkXUd0l5awKCZFBjWP5gARnAdsbhyB1zXq4OEo1NT5PiPF0Hl8mpJ27vS54P8AFk/DDV4F1z4e+LbqdHuVi/sy/wBNaCeBEjA8xiGdCGbOADkdwOM8KtlcW5+2wR7lZyq4YE5GD07VrfZtPurHL3MrXKy8HA2lMD8c5zVNo5LWWWMQhg4HJU/L7jHft+Ne5TtFcqPyCtiFXquTSV+xBqsUskaSiIEFfmAblTXRfAfR21T4v+GNPViTNr1ooGeB++T+mawNRutRm2xSk4Cjc0h7AYA/L+Vd/wDsm2a6t+0R4N04qMDXYH3KuM7XDHJ7jilUly0ZejNcGubEQiusl+Z+mkn2m5LSpAhBf5QR0qRdW1HS4pHtLpoyEIcRemKbBpGrS6jHaJCygngyPgHn+Vcz8QPEuj3XxEPwj0+9gik03T5NR8R3SXakbETclsvqWO0t6Lkd6+ShBSlY/am7RufmR8SFuD4/1xdjrnV7jKsOn7xqytOFybiVolZVS3kGR7qR/Wv0f/Zq/Z21eTQV8c/GG/mu5NRj3W2mTyFUjV/m3NjBZ8ds4GfWvVI/2ZPgHrttLb6n4Sjw8bCYLcS7Xz2xvwPXmvanmlCnPls3Y+CXBuJqy9oqiV9bNf8ABPyN02HWIz9rXVZraJG/1xmYDPXC45J+lfrt/wAGl3jXVL39rHx/4UlmnvLeT4c3F0by8n+dHjv9PQRquSdpEpJY91ArhPif/wAE6/hD4v8AD0kXw68OppV/bANFeysZoZMgkKyvkgHpwePQ19bf8EBvhx4Z+E37XXjDwbpfg+zsLgeBLuTz7aAITGLrS1I6ZYM4ZuemB06V14HH0MRiYRW9zSnw1jMsbrSqJpLpfW5+uVFFFfYGIUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAfH3/BeuIz/APBKT4nQhWJa88NgBRk/8jFpnSv5+RBYxxJJcpvcHaADgt7s3+HFf0Df8F694/4JS/E4xgk/bPDeAO//ABUWmcV/PrBZS3EiTS3BkbbgRKudv4k4rxcz/jL0Poco/wB3l6/ojY067K3mm2VuoRWuJTKsa4B+Qfhj3rmLiALKyKN5UklQeMZ4zXV+HLZP7S0pUAklFzNuQ9iVAAP41z/iK5vNQ8QXdzcpDCftD744VARW3HgbeAPpmvPWx6P/AC8IpLSQ2W9VZv3wD+XyBhemcfpRHAhjaVwzsFwsaPgL9TTzA8enRQKcr5ru3bPC0+G2TySXbYoYEBiTSbNYqz1G2Nrbrunl6Z/doFyM9zXzV+2d4pk1nx9YaHyF03S1DLj+N2LE/ltr6Z3pdSJZQn5pXCJgHBY8Yz0r40+P+pz6p8YdfluFAaLUHgAXoBH8g/8AQa7cthzYht9EeNxDW5cJGmurOSh4PTrVu2gkuZ1hiQkseAB1qpF8vWuq+FuqW2ieOdJ1i6t0lS21CKR43UkMA4OCBya9qbtG58U9z6t+FMXxL8C/Bbw18O73R7+CyWSbULmCcyRwhpyArttAPKgDrjjjqa9n8I/F6HxBqsHhbSPD1lp0ttb2loospWH2r5HMjnLuuQ6gkjHv1r6n/Z+/ZZ/Z7/aB1LVdF8Wprmh6vfaLE/hNZNQdkgaMtJ9nmQMFkDRgIjEDlRkbjXuHxX/Z/wDDfwy+G2oeIPHnwv8ADkMUOl7LfUEg+xrp7CYlXthEpbzTHHJG6DuVDDJNfnWKzWgq/LKPvN/i+3c/QsBleOw/KufTT7v0Pws+LAsH+JOsTi7lbdqMp+aPcOWPfPP1xRY2lkNHt511IruaTCGE5z8o9fatr4haT4Xj8X6g0FjcMPt0hBa5A4DHHVK7Hwt8MNF8QaNoviG3+HHjSXw6trK2u6rp8STCF1lk3mJjGE2hRGTvYEZbJ6Gvcc0qabPFjRnKtLQ7b/gndZeErf4uX134i8T2lp5tgsFoZYTlpHboARyeOlfa9z4ZvtImivm/0iCdd0Esbhkxjgqfx6V+cXxM8IeJfBfw81D4h/CTTtStPCUE8UEWs6tPGt3cTs4G4RpwADkBgSBg85PHs37CH/BRG6v3t/g38b9QiLymO30rVJQERwBhInxgKwwArcZ6Hnk+dj8FWqL20NbdD1MpzvC0KqwdVct9n0b/AK2Z7x8U/gn4W8Us/ieXw3AdYgkEsN3FHieXYMhSw5IxnA9h2ry7xbY3lrIUuLPbE5xJFJFgfka+n7vQbi7njGlXqXMewyEqMMARn/P1rK+KHw20n4leDZbBrc22qtbt9nvQPmjlC4VuB8w6V5lHENWjLY+hr4SC5pQirvfzf+Z8qWA0Z72S3t4JrdYpDvaJs5Pfg8H8CK9X0nwB8H/iHL4N1f4e+da654R1y21DxVd6qREk2nrPGWbKjGVcjGT0kxngV8ueJNe+Mv7P/iW58MePdNFwYbhkSS4gOJwP4kkGM/jmvWPA+qa1qGmy6XdWcAtPEtlHDq2nTNuWWMssuxsYOFYKeMcqD2r05w5WpX08j52jLD42nOlGHvdU9LPp3tr+B7R/wVW/bl+GPxC0C9/Zz8P6U+pPJdwS6t5zlI1eNxIgIX7wPynAOMGvzyvPiT8aPDOvm+8OeNtTtbhzGtmbGcoUROI40C/dC9AowOOlfQH7RPw5sPHWm23jjRvI0yXQbdLW+BLSGTT0ASJ+pZ3jGEOTkqV5AQmvGPEN/HLo02leEImjdhuS/lVftMuAQVDD/VqR/Cp9Mk16FGopwT3PCxmGqUKzptcvVW6/qz3fwh+13+0R8d/gjqnwC8XWFt4h8Ttbh7S7wn2qGNSMiQ4Cq+CR13c/NjHPid5+yf8AtF2Lebd/CbWnB+YCG235/wC+Sa67/gnRJpWi/EmTUNcaeB9VLWNi6L/y0WNpnZs9AFQj6kV+guk61Z20QWHUkUYwGI5xjNcmMxFShV5Uro3o8PYXOsNGpVqOLV1ZW+/Vbn53fCL4ZfFT4daxP4r1L4Y6zb3ds6RQNdWEiKgcnexzgH5QeDnr2r9P/wBkLwHJ4a/Z78N6/c+HLfSr3XLI6nqMNvCEd5Gzh5MAZYrt+nTtXyJ+3t8dNZ8P6FY+CfD62rDVppTcXALCWEIUwUIIAJ3EHIPFfUfwO8Rajdfs4+D47jWJJr6DSPssjoTg7ScZOT2x+JrzsbOdSgm1a7PZ4fwmHy3FTwlKTlyK+qW8v1t/Wh6jrXxR07Q9OMaYe4QfuklbGG/vke3p714j8Xf2nfAXhXWvP1nXUbUmAKacrZkJPRiP4V9zWlf6taag08l7H50owqPIf4vYen6fWvHP2i/hr4RsdAi8X/8ACOwnUHvFijuEU7sOWkfPPIJ/zxXJSVNOzPoMTOqqblHp3HX3/BQjQYzcRXul6iZY49xnlkgXcvAwpkdRnngZ/WvPPj5+2j+z9478MWWl/EL4e3GpLc27tbC9tLa42ryDkpIxQ7u2c8GvNtZ0Hwtq17LHe2pnidl8xHVWXjHGCPWtK3/YMg+OWn2GqeHPHv8AYtskLR21s+mq6ITK2cFGXgnnp/KvRhHC07Sndeep89i5Z9VpNYeKlfo7d+zt0PuT/g3p/wCCjH7Df7Ptjqvwe+JPhjw94P1PU76SbSvGq6WqMYm2A2lzKF3ImV3KxJTkhiDgnwb9rz/gqLZeC/23PinoWqeCYfEfh3/hNbyfQdV0u/EbSW7ybwwJDLIjZLBhjgivlzxf+wN8bPhX4uNnpvjOyMts6i3vbZ5EDnG7KkZIOMcH1Fe1Q/BTwtqc51jxPoK6vcSsgmMy7ipCgHbjkjNejXxGGr4dU5+9Fa+Z5mU0c4pzd4+zmtG9LNempW8Zftoat8fNFlGi+H7vw5ozuUVBfN51yAVLM7IFBGOAvTk9Tgjn9O8bTS3EkctwNquGUpn5xg/lXSfFT4K3Ft4fjj8N+H206LcN0b27RIQeS2MdR7e9Q/DjwB4a8KGK+u83tyRu82ccKc9FX29Tz9K8mrKlCFoLToj26WDzLE4pxm77Xl0+46/4HaZ4it/EP/CZ/ZzHBJZPCgYFWcMytkL142nk9c8V6nf6ol/pkPnooLylA2/nGO4rhNB8T3ujaos/lO8Mn3ImPf8ApXQf8JnpmolLt0XTpt+4peDapfpxnjtXnqUqkrtH1VDDwwdJQi79x2uzXL6Os1068TKqhRjI7VmaRZ315qMctrG6rBh5JHAwOfWrmu6nZWOlXGsahqdt5MJ8ySZpQVjABPUH/OK5PSPij4cu55JdJlmvI1KnzIrVljyeQcvjcPUgGumlTk1exzYjE0aatKWp85/E2y+Cfg3xXBr3xA8SeIpbnVLM38kdvpiSjcZnRUy0qnBWPcScYzjnrXhXxA03w3b6wg8NeKhq1tJaI/2kWjwEO2SYyr85UnBOcZHBI5r0/wDav8YeFfHXi631bTdbD32n2i2dx5AJXMfHUqOpL8gn7o5548qu7DTpRHLYySMxiHmq4AG/HOMdq+jpWXvM/E85xcfrMqUeVpPdf1YzLW2u7CZIjECHAYsGBGCB3qHUreQXJyg2k/K4Y4xV22lurby0gQq8TkpIoIbr6+g/rVa7mup5i0+1UU4UN1NdN/eueSmua6Pob/gmdprH47XWorlvsvh+4JyePmaNR/6Ea+8hHdBg5hT7uSxXFfFf/BL3TH1T4leJL+KI74NCCBUXby00fQevy19veHtB1LUL2QXCxxxxqTJ9onCBVHXk8V83mcr4p37I/UOFYv8AsqPm3/l+h5r+1tq2o/8ADNfi3TlnkeGTTGzGnTIIP9P0r8ymWXOWBKgelfoz8T/EF78YPB+v33wzutkcOrW2jaBDFcAvcStKpmuSOoXaNq/7O8967r4Zfs0+GfDXhOHTPiDL/bOozKJLma6kYbCR91VBGF9O9bYfE08FQtLdvb7jLOcjq51iozhOySttdbs/LBBeHSJGBdA9wuMHHRW/xqzp8us6Sgu7nxBd2m4fIsczeYw45wCMDp1Ir9aL79kn9nTxNYql/wCDlcebmONrmXg45Od/fjpXnPj/AP4J2/Dl9esvG/hDwvBBpsZY3+i3qecLhArcox+YHOOCfxFbxzbDydrNHkvgvGxty1Iv7z9Iv+DX3xZqPir/AIJtXg1CAj+z/iLfWsMzzb5J0+wafIJH67WzIRt9FHrX6MV8Qf8ABAaw0nSP2KNU0TSdEgsRY+OpoLhLeIIsky6bp259oAA54+iivt+vr8BKM8HCUdmiqtOdGfs5O7Vlf0QUUUV2GYUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAV+Rn/B0jA03iP4Auob93aeLWJXH9/ROpPb9a/XOvyL/wCDpMzr4h+ARgzn7H4t5zwvz6JzXLjf91l/XU7cv/3yH9dD8r1i06K4AWBHdhluMKv/AAHufzq5e3D31pqkIP7qO0thEvQDp65/Ks6HTmXzJPPaUlsmQLgAf1rotOkexi1m70+3gnK6bFzKoKgbNrEBsDPPHXkd6+eWjPpp/CcWkWZQ0Y3DJ+ctgDHp1/Sp7m0eN4iqOV8kFWIwvJJznvUCxSXDEyygbycALnird5E73Cq6kqkaIoU4x8optlRV9SN7eJYQdpkLk73LHb06AdSanhSOwhWbBeUEEjZ0GelL5UUKrLNIuQuMEn+dZ/ivUZbTwvq2rWigvYaXPc7XUgYVDg89eSKi3NI0nNUqTl5Hxx8X/EjeLfibrniAvuW41KUx+yBtqj8gKwYOOMVFK7SylycknJqSHhsV9VCKjBRXQ/MqsnObk+pveBPCWs+NvFFn4d0LT5Lm5urhY44YkLE5PpX3ZaeOPFkPjqxvvGehyXGn6OlrBDb6u7iMxW6qhiAyikAAjBOfXmvBP+Cauo6Pa/tKadpeq6HPfDULSeGFLJ9s0UvllklRugKMobB4O3GRnNfsL+zl+xX8EvHXhSy8f+Akebxnomq3LatpOuE3djdRyh/KmWKViqCPBDdcEKx7V8pn+PhhqiU1ol+f5bWPoMjwGJxFN1qUra2f9ddz4U8RfEo/EH4U+ILuOyjsYW0y4lurS1lbbbu0roAN5ZjkBOM9q+OFj09LpgbqQgt1aDJxn/er9jv+CnPwr8DfDT9njV9J1rwDpulapdTTGK9tpGivryPzE2xSRqhBjRo5drOchWXB+avyWXTvCdtqCm40y6eEMBII7xQxXvjKHBrky3E08TSc4KyuelmtCvBwVR3dt9uvYLuytIZ/J/tQNlUBHknj5QK+0f8AgnPpHhSX4UXOjr4rsl1a41B5haFdrMmQgOTyB059eK8DvPhF4L03UdT1L4k+BfH+j6HJOV0G+is4iZwSSiyGRVXLIAfkJ79q4v4r6r8dP2d9Y8O67bQv4dM5e90W3E6yusSsu0SAjGc4JUj73JHTG9Wi8ZScIuxzxxscorKtKF/8n1/yP0tl0DUdKkm028tpPMIwZGIyevFeUeNvgl4Y8NaqPFnhPwtDbTSIYryKxh2p82W3lRx1ByfpUf7GH7a/h79prw3D4J8V3UOn+JrSEefGTxKM4MkeeqnuvVT7c17bDpWpWt82qRbZ4o5FUPF0b2P+e9fPP22EquE9H+Z9hTng8zoRrU7SXR9n+j7nyf4itVSaSHV7QSRIpYK64IGO3pTfB7eFpr+3utZ+2w2O8ebFbYZincDf0OO5zjNexftc/AfU/Hngu41b4TZstZtQJCiDBuI1BJQ8YDHH496+RPCfxU+IGm+Irf4f+J/D6m6mlWGRZYTDLED1Y8YPHPT8a9KjavSvE8TGVKWGxahVhvs7aP8AU+5v2ZNO+EfgD9plv2lfAjfYvCF14ZurFrS44nGohI2mCJgAqU+fg8b/AKV8zf8ABQ/9sLwz+078T7DWPhzYMi+GYp4dE1aaQlo2d1YyIp4VsouG6jqMHBre8N6nftY2dpq1rBdQeHbx9S0hTIym1unKDerKQQSVTIOQQmMV458bfhhonhzxgfiFFdiz0bWJGkFhZRgvFd9ZIl/hRCTvUnorYAYqa6cLOK9xs83MsFOletCCSb89Play19emx5p8P/jt+0t8NfEkFz8OviFq9td2rs0iJcZjILZZpQ3ylc8ktx3zXv3xt+KXxt/bk+Geit4e8D29/e6U5g1q90kKFuJMAjBbaSBz04y3GRyfnb4nX17qOjqdLtEtbO3AWe1t1x5gz8skh6yMM4yegxgAV9Z/8E4p9D0j4fTeGLq4mgv4zHfXKMMJsnLiNc9ziJmPsVrpxM5U6DnFHm4PBQxtV4apJqMlv1+Vz5ruv2XP2hNL3G7+EWvMQDnyrFnA/wC+c16h8AvA3xH8JSaX4Qf4Y32/xFqEMV9DqFoyrKGnWNUIfOBtLEkDp9OPuv8A4SS2t9OcjUI8CPJQDqTnrXyd8Wvjl4r8TftbaD4T0i4trW20LU7d4bu3Zw0p2pIRId2CAcgYA69686GIqVrpo3/1ewOR1Y14VZOUmorRdf8AgX6eR+j9p4bsPh3pcWi6faR21np8cdvBb2cYWONAOFVRgACsnxV8Y7GxUQ2GGZhtncNkquOEH86w/H3iSRp5b6w1CUxNiaQ54+YDp/nvXAanHpeu2P2GaxV2uAyzhzyyEYwfc/n/ACrxIJbs/QpN2UYnK+N/2wPAHhDUrmLw/rjaheKx877C4Yw84Kbum72zwK4y6/4KH+ElhilutG1GNTPslXzrZXJ4+Y75VJXnk9BjmuW/aF8B+EPBvipTpuiRWpvLQ3N9LEuAzM5GfY4XtXjT+DfBesyKmraZ54GRG8scbEEkdMjivSpU6EtbNo8KvVzHncaVrr7vvZt/tWftLfs3/E+/vbTWfhis2twSoDd3mnQOQ4+9+8jY7uOO4+tfqx+w1/wVF/Yn8Q/8EzPEvwf8Jx+HPAfjTR/AF9bPoNrZLaQa3diyZFngKqqySyEDdGfn3Z4IwT+Vup/8EwvEnxE1C88SaH8WIYrm4d5ktb7Tiqtj+Hcj4HGB0xXH/Cn9lj4ufDH4j29zqHiaOOyRnF/BDK6mSMqwHGCrc4I/CvVweLw9GLVOflZ36nzFahnrxyliaPut6NW2vu7N/O56Z4E/4K1W1tpSW3xD+Dc91q0UZje40zUFjSZx0JR0Yrk9cE9ar+NP2gfFHxWu7bxDre/TUCGS20mO5cww7lG0FTwTjOWxnLH2A3/D/wAAfAcU8MD+Bk1Cd4+Lk25kdmPXIAxnB9K5z4n/AAa1L/hIoE2vYWRHIeIh4u2Apx1xnt3rgmsJFt01Z/1se9Up5vKjFTlzbaK34sr6P4suNRgSLLPJIBGIkQtg5PYcn6V7Z8GbLX/Bvh66XUotv2u8+0+WrcplVGD2Gducds1w/gTw94b8IQG00yyLzEbTOx3SOfr2B9BXb+F/HF5okcttfWEl4BjKAZOw9fX/AOtXl1KrlLlitD38vy2VCPtasve7Lb59zrNcvTLdiSBUWVIlYYbIJNYPih5Bdw+acu0OWCD35qzF4i025mK2eow27SR7TDcOEkAH1P8AKsjxr4m0HwtZw3muavbwJN+7jkYljITkgKFyT0PT0qqcG2kkd9atCF3N2RkeO9Nvpvh3rE7yz28N1EtuHQYdt0qDC85yeme1fKHjDT/2efDmq6t8P5PHeuW18mpvZR6jd6GGgiVJQGlfy5SwB2sNoDHvX1DqPxc0TTfC8muiSSO3g2zNdXMBjQRpIrNwTuyccDGTmviL4m3vhfV/iDfa5o+pySWmoXzTThF4+ZtzYLKO5YDIHQV7WDp+44v8PkfnPFuNpwcZx5ZX0s97eVvzOQ1fTYJdWntLC7E6tdMsMn3A43HDc9M8daSyS4CPayxhQq4BJ4yOKsajptuokayd2jJyhfqBTFvLxPMkiiKBowJFjBAbGOv4gH616ylzRsfnDnGaMtraX7QVkQoQefmr7u/4JjafLZ/BvWbuNQftfiDaC3+xCmePq1fDMc04n8+4CF85CFd36V+gH/BOjRrhP2bv7RtIXcz65cuQD0AWNfwHy1wZo/8AZbeaPp+FU5Zqn2T/AMj3pRcQMZGjRBnhsYNfMH/BUnU9S1DwH4YgupZZBDqcoRm5Cgx//W/Svp3Vb3S/A/gXUPH3jSSNdPsI97r9oAkkb+FFHck4H414r4v8B/EL40az4RTQdba0fWLW41TV2tZRItlbl0SGEY6sFBHuxc14+DcYVVUlsv8AI++zTDyxmBnh47yS/NH55yCZQXKEkn5eKnvItSZbSGB5g4gAURsQSSzHt9a/WnSv2fPhJDYW+la1oi3pt0CSXEly/mSkcbiwYc+vApda/Yz/AGbdaYXl14EF1N5ABUXUysQeB/GemR1rv/teh2Z8kuCcUvhqr7mfld4V1jV/D2t2QPiS881buNvstvcEgncPlYlgozgDviv6+/2ItbufE37F/wAIfEd7aR282ofC/QLmWCGTekbSadAxVW7gE4B74r+f/Xf2EPCXwf8AElx4wXw/Z3+mi9tZbO3ubNHmsgJg0oJxhgUGAcZyfbNf0E/sdy2s/wCyN8LJrKzS3hf4caG0NvH92JTYQYUewHH4V7mTYmlia0nDoiv7IxGU0eWrJPmeyv0uej0UUV9CZBX87v8AwWvScf8ABVj4yzeU5RbzQvnwdo/4p7SuPc+wr+iKv53f+C29zs/4Kn/GSJZWJ+3aEWUR8L/xTul968/Mv93XqenlP+9P0/VHzZ4Vjg1XxNZDVbzZbfakLxqmQq5yRg9Bj/Pas/xI9i+i6aYZWOxptofqfnPHGM9qtaBZSh5J/NdE8ti2VJLYU8VJq9top8FafMl+4vHuGH2VYflEHXcW9S3GB6V4i3PfduZGTpcQaUZdjhDiNOhO0kn/APXUUsiRAxwqRhsZLc/r/Sls5FgklaF2yI2OFbDDjHXsOaRLp5ZFkaCFRkEuF5OPbvRYu7Ehj1WW1cw2/wC7T5nKJl8E+g5/OvDf23L+exsvD/h1mZTLHJcSo3fadq5H4t+de6xTXk7CGYsu77ka8Yz3x2+pr5e/bD8TTa38WW0Vm+TSLSO2UZ/iPzt+rfpXVgY82KXlqeVnc+TANd2keVxrxkg9OtTWxw3TvXca78JtV8K/CXTPiBq1oog1ckWp3fMAMnJ9M449hXD2eDLgHvXuQnGabR8XUhKLsz7x/wCCYfiLR/DvwT+IGg6l8Q/7Aj16GJ78/ZbmVrmGBtyoohRgQG5JYgDIr3P4PfGP4uaTZXfgr9nzxpeyadd3UX22yGr3Nja38sm5Y1KqVeQkBgQcDnHNeL/C7RfC3w6/Z38KeGvDf9rw6zrmmtfXd+tuUSVJkUtApDDeucgg/KRivQ/gjo3jzTLT/hNfDdhpd3Bouqaf56alp6yxOd5ZUeN2G4EkKwHQNntXx2MUKlapUfV9fuPustq1KODp0N9L6LXXUzv2ufGXhn4qeFjrtz4f1Tw7rGj3f2abS7y4nvLRsgj93JMxaP5sjbkjGOgFaXwH+EHgvw7pWk/E7w9pcVp4i0zTYL6DUkkZhFKQdz7C20/Ln6dRWl8Q/E2meOvGTTa/p8ENyLyR4tKtY1+yxxMOVCj7pUqAM/nWT8TvHd94S+HGp36Tm2hXTzFBFHIQOV2qvHbnGKxoYqOHaouF7+e1/wATfE4H6xSeJVSyitdLN2+63Y6X4IftcfCTwJpHj/8AaA+Kfw51Pxzq174Yu9O8PxvEXdNUWZfLnaRHXyoAoZmIVjt3KAu8tX50+LNc1bxX4pvPFHiq6lmub25ae8nYcuzHOMdvQdgK+4/2LNEim+HMerxQbPKklZDkkfM7g/oK4H9p79lvR/Ht7c+MPBEosNVl3efaniCcrnHGPkPuOPbvW+FzCKrSozVlHRP/ADPBzbJ8VicDSxMJXcldx8+rT/Q+c/gr8ePH/wACPGkfjHwPqZhOcXNnIcw3KZ+469/Y9R2r9Zv2Sf2gvAP7RXwltPF1u/k3EwaG7s/Ny1lMDyDnGQTgg9wRX5C6R8IviXr/AIjg8KaP4L1G6vrhwtvb29sz7yTgYwMEGvu39lr4U/ET9nL4b2mk+MPCuqaffNcPc3RmsZFjJfA2FiAMABR9c4q80w9CtFO65uguF8TjsPWlBp+z636PyPq34gx2NtpcunXAJR4wPlfgnghh+leV6l+y/wCB/EXhmfxvoVw9lr2rrHc70Vfs7x7cosihdxcqQSwPBPQ9+v0jxBqPjXQYLWCCC6mvkYW0YmDNAQdu9sfdQdTu6jpk4B6vVdIu9H06GwtrRltrOBIkIjxlVAUH6V84pVKGi3PvVRoYqXtGr2W/9f1qfK1xoepaPqS+HdStvsz6fGFlt3IO4nnd7qSTg/yIIHI/F/wNb/ETSIYLWS3tNUsGb7JLNnEsR+Z4iQCeMFweg+bOM5H1X8Tfhr4K+I04/s6ee1v1t3W1vCvEczIQMgEb03EHbkZIFfB/xG0349fCz41T/Dj40RZultZJtO1GzG23u7ZgV3JkdOcEDBB4Nelg5e2lzRdmuh5OaNUKapVIOUZO1+i7X7P8xul6H4X8OiWK/jbVJCpENzETEsbkHDLwSMZx6n1x1+kf2Qfi4dSns/h94mEUflv/AKBdEAeYM5CH1O7OD3z69fmiLWVhk2NYeeJFKmLP3j2xjoaZD471SC7t7nTFFrc2wVI5EJDKVOR+Oa7qtOVeHKzjw8qeFa5EfQn7bPxZ8R+B9KutK8PzQwtrVxJZ3DSQK7pEpDExk8xtlV+ZcHGRnk15R+yGfiBqHjA3XgeSRb23uYNt0vDRgk7unB45weOMd62fjJ4fuPiTH4CvviB43sNGstVRnvdW1Gdch2CbmEY+Zj97HGPoOa+ivh348/Yo/Zw8Ftb+GPiBptydNhM0xt7hGutSm6ZZjwpzgbe2frXE5+xoqKV2zllh51s6lXqTUIQtu7bx6L57nqniRdS1fXZNS1Kz8rzCMQRn5I1xnA/qe5/Kp9Lt0jXzQpVWbAwnXn61wPwi/bl+CPxysLiTWvEum+Hry1kYJZXt5y8fHzB8ANknpgH0BqLxv+1T8GtLsH07wX4hbVtUudNnudOlsbZzbxKsDyK8hcLjlfujnPGBXkzw+IcuVxZ9Vh8bgalNSp1E0/Nanzd8WtRfWvibrZjmVoBrNwsDNxkeY3TFXfg3pZtviXpcgd5AUn3hMgA+Ux61gzNPFq082tWpM63DmfIxhjyWAxXS+EtUsvDur2OtkOFtpRJIyyYPIxjAI4IPSvTlpDlXYzhZWZ7Z4m8c6lY6ONAsoVnUyhpnmOEUg5x7gf1pPCmnWfjrV21mNbaeWKMPcW642mUZ5wvqMHB4JzXlnj3xfb6/s1HTrdmgDHaJGDOcc5OfrXe/sxfbYfCmoazPavtv7nNuwG0KoypPv0b8q43T9nR5luaVpurKyPQLG5m07WjKsj/aI4yQgJ5ZRwBjqeP0rlvi1oMXjDw3/b9oh/tC2kdiCuGlGc49zySPp710U2lT20/nWN8N6HzItxALD296NOXUrlZtQk0tvskbB5rqSMhYSDz06VzRTTuiINxl2PHvDG+6dJFfDlgrL1Gc9D6ZrK8X/tA2XhjWovCWi+FNQ1OK6TdLfWs0SQopYqSPmLkjB/hGRyMjmuW/bF/aK0D4YW994Z+H0cE95qySC0voYmjMIbIckYCnbnC4BJ6k8Yr4tj1zWhqA1IarcfaQ+7z/ADTvz65617GGyyFRc9T5Hz+dcXywNZYeitV8T0/ye5+hfhSTS9Yt4PEgs5YGuJi5WZ+UVMqSQR1yDggdOR2NRS2uhR+ILe/W3guYlcb/ALXF5odM/dPIIB74Pc1wv7L+s654w+Ednqeu3PnTmaZZJFTDSKp2gn1bjr3xXWzWLyW643iBnxtUc4FZVLwqtJ2seasyq4mSq8za0dn/AJHgX7W/hK38MalYWOhCQ6MjTC1txcF1t2OxigByVG0qBk5wleMXLLbQRzQRklgR8zZ6H9K9j/at8aajFdx+Eolmjt3cyyRvEAZCu1FYHuBsPTvn0rwyXXp3kaNkXajYQYHQ9TXs4eM5Uo3PiM7dOtmU50lZO2nbRaLyN66sYobK1mu72GB7uHzEG8njcV5wDjkZxTb/AMOXEFmhuNetGS5jLwbJSdyhip7ccqetYkOoQX8p81wpC4BY4zjtW5rIj+w6XbRLzFY4kYEncTLIw/RhWjTiebyU1GTSta36EHhHw3p/9o+ZrWposKAsohO5pGH3V5wBz1PYevSvt74E/t2eB38PWfgn4iynSJdOthFBfSLujuVUYXcVHyHHHIxx1r4gtWKSBlThec5rS1S5jSQtwARwc1y4mjHEK0zsy7O8ZldW9FLXe63/AK8j2D4w/EDVPiv43u/ENx8Q9Ojuo7zdZzRTloUjQ/IkeMHHOc4HOT1r7S+C1o/hj4NaBo15dLI8liss0kcxIkZuSx7nPHWvzI0C5W31y2vjdrbhZlLTyQ+YqAHqUIIbHoetfpj8PtTN94C0W7tb2O4iOlwATRRhVchACQBwOc8DpXDj48lKMVsj7zhnMp5nWqVJxtJJLf8A4J32mXkFqqAWrSSsuUVeoX1JB4q82q6tfIZ7QCHawGYRgD+hrnLSWFbtZLZX6cyyybe3Ix6Van1/S7GQ2EVxLMh5chdqe31ryLH2SlY3vhfqcmpftdfBXT7u987Z8VtEkfy+5W9gx+G7BP0r9xa/CT4D39leftofBvYQAvxH0cjaBwTqFtgcfSv3br7Phj/d6i81+R8rnn+8RfkFFFFfTHiBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQB/JZ4Wa5tPDGnyyQsC1lGFMin5v3a/MAeR7Gt3TLaxk0TVtQ1a+d5Vs0EAAH3zMncj0zWBoc/wBo8O6ZEssjr9hjAYR7c/IOlba2bW+hMbh22maNUiK9ySck18pLc+z0cEUPF5tpPFU8kUgbdtyCD0AHJpsEKGwlaV5H5XJzjaOcD9O1aPj220aLXFXTNRkuB9lQ3BaHaEmI+ZR6gcDJrJhu2t7H9wSwMoGM/KcDo394809wg/cTIriZmTZCmMjhc1IbXV7gQs9uQjNhPJTI49SOBSLcTAO0dtGrEYVETJOTU1o91NJ5kjPI8QLsFbPQdOuPwFJ9kWnZNtn6L/8ABP8A8Inwn+zJpMk2nG3n1S/vb6cMhVpN1w6RyHPUNFHGQRwV24r2msL4UeEbjwT8N/Dvge4kEk+l6Na2c0ijh5EiVWYfVgT+NbwvNHvUZ9H1a0vUjmeKWWzuFlVZEYq6EqSAykEEdQRg1/AvEWNlm2e4vHLWM6kmnq0k5PlV30tor9EelhYqnh4Rejtttru9PUdGM8e9fA3xu+Mng74keGb671X4vxjT7Lxvq/8AZelJZ3bhhJcMVYssflruRI9uCSQQTX298RtcvfDHw51/xLpsipc6dot3c27um4CSOFnXI78gcd6/ML4iSaK+qr4M8Gf2paWelNAl3b31uyrJOihTO6BsDnPzY3AHBr9o8DMuU/rmMl3hFfi5dPONvn2RwY6vOjiYuNtIvdXvzNba/wB13v5HsPgj9oT47/8ACJWjj+0fE/grRbJ3i0G78S3cDQWyOY/MhihdRGVkOQ3LDPbOK8C+Pdn4M8efF3RNd0f7eIfEFxC17putKzSxEuFdRMxDSD0J55717J8Kbv4g/DbRLbxPJ4c0O80/W/D92kH9oackjR5mBMyMWzGyNtIOPmVzxxXOWV7oereI5PECRG7vF8ozNPhvInGVxGw4xhQeMc9hX74pww83UUdu39WMnTeOj7O9nLutPVfla/mXfsfh39l/4dax8Rvhq02ipeRNbaq1pKWkuYlkGyNS5OwnnkdfyrH+Pf7TXw2+Gf7CM3wd8CfDS/bx54q8TS3Nz4zFuypaaVJHGfKZw58yd2DADaoUGRssz5HGftb+NrweB7Twlf3LOb68DG3EjYIUE5x35x+dew+E/Dljb/C3N9YpLDd2oWeGVdyuFyo65HAzW9TMVBwqxhpLS3oeasrqV3XwqqWcEnddG7309EkfmkRHCHeZG3EYiX1Pc17P+yL+2d4y/Zz1yPR9SmfUPDNzcA3mnSPzBk8vEf4T3I6H61c/aO/ZOk8NTXHif4cTST2Ql3SabM2Xi3H+A/xDJHB5Hqa87+FX7OHxl+L/AIiOg+C/AOqXUsTD7VIlk5EKggFjx29BXquWGxVB8z08+h8bSoZllmNXs01O+ltb/wCaP2c8K+IfBnxA8JWetaBqaXIuYY54LpZPlnVgDjnkcHjgYrh/ilbaZrAi0e4gWR5pxBEs/KEykIFcd1yRkegry74c3uufCLS7Dw9eaRf2ItbWK3EN7bvFjYoUEbgOeK9f0yyuvGGu2qPawzjT51nnu4HDq235kTI4Zt208dADnHGflKtD6vO6eh+q06qxdHkmvee6PKviD+yf4a8J6Ray/DA3MsNtze6dcMn747tzNCVChOp+U5Hv6+fW5nnebU59rsznEZ42HPI9iD1FfVlyv2XV4pdetnS1ZiJAqdBjkc968h+OXwC1rx5oGq6h8BdSjsPEsm2S2W/XMNyqhsoRnCucgb+eg9zTpV3N2qP5/wCZdagsPFulG6XRb6dv8j5m+MPwxsvEmut4107VrWwSVV/teOSNiRL0WUADB345Gc5BbkZxz+lvonh+GH+ydOkGoxSq4vnb7yjPyFcfMMnjJxz05OcDw74j8dS3OsaR4/065s9WsNR8jVLS4GNs6Ag8HkfePUnrxxWiPEItIjs0zzjA4kRzyYwDznHavdSnCKi3ex8xS+r1Ze3jHlbvv0PtP4A/FaH4h+C7++1CGOHVLKxIuLZcfOccyAZ6Z/EH8K+X/wBsH4s+JbrxLF8NYryKPTrPF0fKt1ErySKMh5PvMoCrhScA5OMmsb4ZfETxHY+PbN9Au2tRe3axXSwn78cjAMMe4NdmPhJ8NPFv7TuqJ8efibpuhadaxxSm0a9UzXaiNflypIjXrksexx61xqkqFVyfa5WayrYvAxp093JJu9ls3qzvv+CeE/xGsr601nSbUHSprS4W+ikOEnPzKhYdOCQRjnKdRmvouOwnSd5tQR3cklmk5JY+tef+IP2vf2W/2efBkV38P9S07U5VIt7TRtMuUjjgRepLYJPGDkDJJ+prq/DX7VP7PnxC8JW/jKb4m6RZyXOxZ7OaVhJFMxUBSgBPDMBuHy98ivNxKrV3zxg0n956+XVcDhKaw7rRcopdUXviZNDpHwt1+4uHKBNGuCPkx1Qgd/UgV8ThbjVrtpbmVRI/LMeuK+g/j1+0P4N8c+ENR8E/Cqe5vJxcxQaldyWpEMqlJpGSIsMt/qeTjHoe9eEaUbTesctu2ZiuH4yfb2+taYWnOlB8yszuqTp1Kl4u56T+zVanT59aIlk2q9uVlYHAGJCTXoPiP4lanPqtuzWkJtraIxiW6wdwPXg+uefr+NeYfD/xhpPg68upbxZhFdW6oqwyn5ypyD19zz6fWsvxrr8r3st4LYESrhCoDY3cj370Spe0rNstVFClY968D+GLb7I/ibSljnR3Pkz5y0cQzjBHHTqevFbOm6vJpWm3X2SSR1ZtkoGchG9umCRWb8O9OubL4d6X4dv43hlW3AmkbgbskgY+uc1Ye3u9Lje4hnDoV8ueNcFgB3x6Vx1Pem1/Whgk0kzgfjT4Zi0/VIvFmjRgw3AAuY0XGwkfe9s/zGe9ZWkXNnp1jJqN9eKltHGXdnGRg4AI9TnjHrXqOox2ll4clufGtuthYzQPGt3PAW35HBCkEMQcHp2FfCf7Yf7SM2tSyfCrwXCtnBa3GdRubQuglIyFQBuQMHLcAZOAABXVhsLLF+69LfkY5hnVPJ8J7SSu3t69D26//aJi1fVLvwy/gPVktLCRk+2PPERKynaQqxF+MZI+ldTaabpGm2kkErNEogVHbzurk7sA9cZ/Dj6V+enhTxb4l8MatHqehatLDMGGcNlX9mHQj2NfeWnxS3Xha2vbtck2sTFY1wA20dM9q7cRhqeFio09D5GnxHic0g+eTT+VvwSAeGPCmtQ6joes6fbvb3kJ2SNHiSOUMHWVJAQQ4IBGc9/Wvkf46afe2HxJv49UkklO6NoJmm37ozGuzDdwB8v1U19Y6hBNZ7rq4EjmCIyIqAcEc/418k/HTxtqOt+M54LsSeXpq/Z4IpIgpjCgAqw9cjuetb4DnlJ66Hk5/WhWy+MJL309H3Wuj9NdTlpGeHUBaW8OQz/xN2PbNXdR0qCDUpdKGs20UsMjI2XYrkdcEDn61z48QTswnmUbsZJAHBqxpZt9RmjCyKGaQfKTz1r0uRrc+OjTSXvLUveIfDVzbvJYXWsWrTwSMkipISAQcdcYNdN8FNRg+G3iWy8eRXnm6jp1yslrbRYIwOpJP5AD1PTjOB4jkiuvEd9dRR4je7kaNQegLHvT9Ek2XS7kwGyOT7VlJuVPlZSrywlbmp7xenqj7pH7efgjxZ8OtQ1PTdXtdF8SLbFbfT9TyI1fGMq4BDdyAcc4Bx1r588AW2oeN/izpN5aePLd5b6+SO9hknYy3O5w7EsDzk9j1I5rxm9ukViucEnpmu//AGTdTttH+N2hy3OrQ2cTX0efPthIJPmB2Akfuyf7wwfzrjhh44eEnA+owvEuLzCtSoYiKd2lfVdd99z9Jri7iM8WnE58kBI0D5HHAwOgrUstXjslJtbMOycSO4+QN79c1y1tO/2lTeSMEY/MUXnHtWlpUluN6TP5ER++zvuJI6cDvXgNI/UVI3m1HWQVu1uvIjZSTnhSPTBr3f8A4IzXg1T/AIKBeLL2SZpGi+FU8SMBxg6hp5b8fu/gK+arjxNpssTQ5kdY/ljaYcflX0T/AMEQbi3uf26vGUsTcn4c3IAx1AvdNGa9DKElmVP1ODNHzYKR+r9FFFfpB8UFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAHx//AMF6Fkb/AIJT/E1YgxY3vhvAUEk/8VFpnTFfz9tNc26i3XMLkAkt95Bjpn8eRX9A3/BeV1j/AOCVPxMdpSgF74b+YLnH/FRaZX8+jq9/dFcSEkjHyYz9RXiZn/GXp+p9DlFvq8vX9EdBptvpNlZaXO127XMt1dmQ7QML5S4zxk855zXHwJGJnWCQYDHDLk4Oe2a7DSrS0Ov6ZbatfmNHjczT+XnykyQxA74HbvXMarHp6X9wbS4d4fPbyJJF2Exg/KSB04xwK89bHox+NktxHDHbQOyu/BwzNwxyR9e1VXmuGmDQxhiDnD7cD8+KmnvJAkUAiEgMQwJOnUnKjt1600XN2sY+zqikklmRRhBx3PSjoWm2xLu3v7aK7u9SidVgs5JJDsIXbsLde/TtXwprOoTazrN1qlxIWkubh5HY8klmJ/rX2R8afE1x4U+Eeu6/C7b5LM2sTM38UnyZ568E/Wvlf4O/DnV/il43h8L6LErSvG8jF2wqqoySTXp5faEJ1HsfM5+3PEU6S1dvzOZ6YwvbpXV/CSztdQ8f6Ra34byDqETT7FydgYE4A9hWP4102PRfEl1pHleW9tM0Tr7qSD/KvZ/+Cfng3wv4p+OkWp+MILyey0PT5dRe2sYPMeYoVG3HYYYnJ4GK7sRVUMM5+R8/RpOriYw7tL8T7u+NfxV8O3njjTviHJ8W5NW1ltPtZ7aOytLtWgEcarGI5JUUHAReeg7dK6jW/wBoT4wS6ZNfftC6ZrHiSy1Oc2MXiC08V3st5ZvjMiEb9hXDg+Xt25GevNfP91dXPirXk1DSZ7lrZ0+z2FveRMwiQvgQpljjGc7eAMnFe06l4k8c/DjwnqfgLxZoWixiLXfPk1K2so47tEMSbohLuO9SoVwOxLDNfEVKMIxjHf8AP5WP0SOLnWb5nZLqlf7733sfP3hP4Y+BfEPxr1vw9qSjU9MtLWaWI3MLQS7tw27gpBzzXq3xE1aw+EXh/RvgDpGoXNr4e1y5la10i3IZfNZAzPIWyXXcMYPrjkVH4UGmaZA9x4Zg3mXeqX0i7ZZYw/G49849+grzD4ieKpPF/wC0roOjzytcPpsRALSMdjFHYgenQfnW8MaqlOVPl1jrf0OPFYCeGlCqp/HJRS1+09fwLH/BUz9prwB8TbbwV8Gfgn8Mbzw1ovhnwvaR+I554WiGs6osarJMil3/AHSkEBtxLuzsccAfG8kgto1WPcJtxLn+7joB79a/Sr4vfDLwr4s8Cp4D8T6eZLWRCsbrxJCeTlW6g559PWvhf41/s5eLPhvrPm6U0uqWEwZoZ40JlRVxneo+o5H6V24DHwxUFzaP8z5nPslxWExbnFuUfxXZf8E+j/8Agnj+3dq9v4r0r4J/F3V/NtZyINJ1maQ+ZC2DtjkPO4H7qk8g4ya/QfUl0K9sxqmlcBYsSRB+V6YYe3Nfkx+yH+y38ZPFPjfS/iXH8ONXfRNLu/Oe5XT5GEkijKqMD1wSfQV98fDrxtq+n6hH4YmeS3chiv28+SUAGdp3444rzMzwtJ1XKlv1R9Rw3jcW8Go4m9r+63vb+tjU8b/DrwV8YPER8JeKLbfazRefeEhS22MqN0ZIIEhLIM46Z64rzn4o/BNvhjqs/iHw5JLdaQI2WF5yDLZhsD94QAGXBPzADHcd6918J6Rdald3XjCHSQge38i32KSHywZ5ADyF+VMeuDjjBMlxBpLwX2neKbeXMiARKqA5J+vbFeZGvOm1Hp2PolhKMk6iVpN3ufLsIGn2oa6t47kSArOJBkOrDBUjuCDj6GvFPFfwh0/w7rUt7Fr8TabNKX0+3iQmZkzhkJIxlTxkZBxxyCB7h+1/8C/i54Y8Bv8AEP8AZ+cXWkabC8mv6KyFrgR7izSRHPKKDygHAGeea+dfD/iS41jw3YX9z5pWS2zGsjjcoLFsZAHc9q9jCX5OeErpnz+PdOriVQq02nFXv0fp3R23w98cweAPF1lrvg7RBEIRtvLaRtyzgk72AwNhIJ55PPJOTX143jDTPEnwjtvEekyAi7uP3oBGYmxnYeevA/n0r4YfxYbRFmGkr+8haGScg4c/yzivQ/2b/Ffi/XdWvvCFlet9ieze4S1MgVBImAGJPA+UmjE0XNc/Y3wtVQfs4rc81+LvxZ8U/Ej4iXGpatdREW0gtLSG1tljjEcZ2KdoGCxCjLdWPJr7h/ZVX4lWPws1PRdZgZbCaeJtOUsd1ugB3hMjI3bgD2+TI65Hz7+yH8Nv2a9Iubj4jfG74oaFPqdpeMLbQJLoGKGQE/PI3SRhyQq5HBz7e/eKP+CgX7Pnws8R6b4F8M6rDqtrdsv9oazHOoitg3cIOWAU5PI9sniubFSlNeypxuzysljDCKWKxdVR53s5a9d9fPY9EsNOCMImgO8tx8ueBXnX7ZWpnTPhnYw28xE8usKqLtxkCJ8/zH5122p/tCfs7Q2seqR/FjSZke2a5WO2keRzENu7ARThvmHynn24r59/aN+MOm/FttLvfBlrdroNvEZE+2W+yYyNNLGHYc4BEXA/xrzqFCr7ZSknY+unXw9Slyxkn6M8us9M+2As86oMkHZyc/SvfvgRqMnh/wCG2mXzmRSiyHbzlz5rgL9PWvFtF+wlxE8BQxDJAOMnPXP9K77wp4707TfCv/CJMspuTM5iUzEom85POTxknjFdmITqQt5ipSUJ3O3vfHE+u395Dr8VtbpevlHdhvDj7jZJ45wOOxNdfp3hceHdDVRAqRzIGknQHdIxOcHP06DivnjSGv8AW/GVho1ra4kmvBISqA/KvJ6ewNfTGpw/2mmfnh8gZWNjkkfxHn3/AErmrw9nFJdTKTdSTfYBqsc9haaLegy2k4JbcpZSTlTnPcdK8V8W+HJPCniuXTlbNrO263lJ457Z9un5GvWZ4tStFXT4CbhXfdB5S7hu9PY1i/GDVtA8K+E5bzxbb21rfWx+029hcwM3mAKchsAsoPXIIPyjkVnRg5S5V1LhV9inPscPqHijT/BWgPrOoiSZ4kd4LaEJ50mxdzKN7KOMdSR1A6kA8toXxdj+Ld5Baan4M1HTjPIVT7VcK2EUb9xKZAJAYfe68V8mftGfH3VvjL4vNzp5ktNItE8mxtA5wwySXYepJ79BgVZ/Za8X+J7H4qaToFtqbmyu7nE9tNll4UtkDseOor2KeWwo0ueWsj4/FcaSr4x0qd1T2Vrfft+vyPs3UbTRm0n7LIzKXZ2SEydVPHPqeAOc1zHijwpouq+DRcWUUFrrGnyudPvYD5EirIAuxjnayZCt0zke9bN9YyeZABuMrghWxxj/ABrmfHGoS+G/D13rHkzySxncSqBgAnz5I9AVJPoM1y0nPnSTM44y15VveTWt915/Lc+PZ7UjUHt7uCRJclXVmwQfQ8djSaFBNqt7JZhI1RIXkZpH2gBVLH8eOnfNReKfF+p6lqtxrl3IZLm4l3SSMo+Y9CQO3FZba3hWjdcBvlwB1FfQKEmj81dOPtO8fudvxN+y0dtXnZdL1y1DKjOUkkZflVSx6jsAazdU0FprhZItUt5c9cOR/Sr3hJrNbya73K6rYTgqGOQWiZR+RIqrGm3llJapu4y0CSjTgpJa6/oez/ssfGmx/Zq1/wD4SOytm1Vb2ARapEpVQoznCk8krwecZOe3Ne6/H/8Aa28JeOvhrb6V8PPHVrH/AGjJt1eGYtFcrHj7gBGME5DHPTpkGvjjTJQtnLG68gAgZqrdTxzEw9cjkCuKeGp1KyqPdHr4DibH4Gi6EUnD8V318/M+r/2FtCurn4wz6tH4stL2ztrWW7S1ilIMLtgZIPBIxjP0r68tb2C9vmmYkkcuWbdhfr/Svi7/AIJxavHB4i1fTP7Yh857EmKyNqN5+Zfm8zGSMAjbnA619fWkqESJc72YAbFTA3H39BXl49t19ex+kcP11iMujVStzNvv+p1VvrrRxCOysQqycI0i5JHqo7UXGq6tYJI11qJjTdxG55+orItbyytrET3lyYhHzFGh3sR/IVV1PxJYXNsZnVg5UljJgtXDZHuczP0R/wCCCjLN+yX4uvMsXuPirqMkhPTJsrDGPbAA/Cvt2viD/ggWYz+xx4h8s9PiRebhjof7P0/ivt+v0nKtcup+h8Jjv97n6hRRRXoHKFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFfkf/wdExTy+KPgCsMTv/oni3cF7fPofJPQD3NfrhX5If8AB0PceR4k+AhErKTY+LtqrHu3fPolcuN/3WX9dTsy/wD3yH9dD8qfOmucWwuDEgGHwvLe5Hc1reKYNGtbTUrGzuSVFpZB2YAAv5Y3dB61kaXazXNyskTOpHG4rwvbpW3FbaM1trx1LUZIWijH2cpDuM044VSCeB3J9q+dWjPpp20ZylkqsoIlKL3Kg5I9DVvUPLt7uQCJg3fcegHHAziq0aQxzxqJDkkD5s85PYdzUlzfTTTSZt0chz88xyw56E/lxVbl3aGWn9pXFwY7OFWZ+AWwT9B3/KuJ/aLvrzQfglrF/IZUe4kjt0LKVJLna36Z6+tdybq6DhQ22IAAso27+OnHJ+grx39tXxJPp3gvSfCKsR/aF211KGIztQYAx9WP5VpQj7TERXmceYz9lgJt9rfefNaDLZxnHpUkfEmAK7f4YfCbWPFvgvW/HUVqrWWjoDOzHknBOB646muKfy/tbCPgbjgelfQxnGU2l0Pg5wlGKb6n0z/wS28QxeC/2o9I8bnxEukz6fFItnqLpKVglkUoGPlKz5wSBgZJIr7B8N/FHU/h58Urqf4F/FXUJteleeBtUsnuLBtmGaQO7gMoKg8DnntXzH+wRoPgrw18IvE3xT1611GfUJr1NOsGtbfMdswCSCRnBBU8t054Br2f4WeF/Gfizxs1nocovNQuftNzu1CL55CIiSzMz4IYH7xPJNfLZly1MXOT2St5aH1+SVKmGwMYK3vtvbXt+J6N8YviRqfjvwXdfDr42+HNWsNauNPN/F4g0/V7u+gv9w3xvNHM7KxKnBk4PAyTivHP2bvgp8N/iNpUt14w0OG+d9XaCGWOV4iYxHu6KwxzXrHxH8f3WveFdJ8O+MrDT9OSDRIbdZNEsktjeSIAY5ZIwSSWCgMRnnPHNVNN1FtA0/y9Htks4ImZ5fJyo3YGTgd/f6V51HFQwVrwvfpf/M9WpgHmEfdnbl7rX00tt36mh4Y+NHhU/tJ6DpfxuF34h0bwFfWFzqGmC0WWI2SkB4EhV03PtXpuXdkjOCQfjb9u747p+0Z+0b4g8e6B4Ou/D2gfbpIPDfh67cmTT7RThVcnrIR8z/7RIHAFezfs3XEfxI+NnifWpUaX7VcjfMXYlwDIQevoorsv2ovgd4W+L8LDUHez1WzTNtqNuuCSRghxj5x9efQiumnj40cU6Mlpv6XPCxmV18xyqNenPW7Vv5km0tfJL0Pg/RPFGseEdftfEHhHVJ7K6spFe3u4X2uHHOePfPHpX6Yf8E7f21NN+PunXPhT4h+TDr+mRI0qRttW/jzjeq9AQeoz1IwK/OTxv8G/HngvxDNoF3o011smCJNZxs6SEjIxgdcEcV9PfsSfs1fGD4X/AGz4k+Mfh7rVlFqNokdhJ/Z0mVjJDmQkDjJC49ga6cfRw2Iw6cmr9Gebw9VzDBY/kiny/aT29fJn6HeJk03T4nvLKQtDI25GD84wPlP515AfgN8NvirqVz4g8QRTxSaY8lvp81oUWZJWQMcsynMaq64XuS3PFaHgP4g3mq6bNDctEy221JbeaTDSlsjAT7xbjoAe1dtoXhnVNI8OlU00xy3k73Eq7clNwAVCR/EEVc+9fMNVMM2r6n6QoUMa4uSulr/Xz/I+ZfFfw71z4dXraBesrC7uN0OoRjCTqo4UAnKsMklfyzg4xPGOi6P4g8N3XhTWljjt7iIFLojPkSLykv4Hr6gsO9fT3i7w74M8Y+Fl0LxDbXDTszCTZhSozwQezA9D2r4w/bV+H3x0+C/ii21yaX+0vAes3yw6bd2ke2SzkY/LHMTn5vRj97HY124Wft6ije0v62ODMpLB4aTcHOO2nn38vM4pPh7ZeD9SMHiq6i1CSIkXFlbIdo9mLDuD0I46Edq9R/Z4+Li+BvE02lpYbdGv5QNsjb3tjk7TuOCwAJ49+K8sutbnF095cZeUyF2Zj94k5OfXNRXfi5oA9lHpS24MomjByCMjAI9q9ScZVY8rPKoRpYV3hofaH7SnxBufh94TPi/w29s8mn6YlzZPPCssMjZG0lTkOuccHg18U/DbXPE/jH4nwXLStdXt5PJIcrwG2kgjHIA9B2GK9Hk1Txl4+/Zo1dtU1eNorC4itxNe3SRxwwbkbGWIyBlj3OPwr179lnw3+xz8GvDFrrWr/GPQ9Q1/UYFN1qLSD/RQefKhRsEAngucZwfpXEmsNSd1d3toYY6jVx2Z0nzKMIpS1dlv07vQ9t8Iv491D4X+HrPxqjG8tbRhcS7stKdxK7z32qQoz/dyeemxpdkqONkRBjHznZnFec+FP+ChnwE8XfEG4+GJ1O30zS4fksdYvboFblgcDO0YjzyQTnjrit/xl+01+z14QsbjUX8dRaqYX8r7LokbzSyTbQygHAQjDDnOPfIxXk1aOIlP4N+x9NhMbgJQ9yonbS909jxn9tPVS/xGtNLtZtyLo8RnDDgHzJCM/gf1ryNNJbyluVmJYMpVI+eMjrXVfGbxJf8AjP4lalr1/bEwS3EsVkAuB5MUjIFJx1G3k1R08WVzbu8cRy/ygbtuBxnH09a9CknTpxQPlm20fRK+Lbzwnp0v2GN5JZIiiQknGOmSfXk/n3rD0i6i8aSW2hag9tDco+ESIjJjPLA45ODg/i1cb4h+Idl4k0BLXT0keWGBRO00mckALgZJz7k0/wDZ2N3qHxHfU/sTm30+1ZJlRcEswOOR7A/lXLGlyRcuq1Na1TnXKj2W508aGYLOWNbVYX/dJHkKq5xn1x+tJ4wt7bxtYXuhavlHjhC28sik+Xg8EHr0P41LqWnG/kN210EaUlXDEYRvTPpUFtHrt7qKWcGmPeSxrtdFQkMnY5HX61y2d79TJXizxfT7S6sdSk0q+VopbaQjA67Qeo9fX6VJ47+Ltn8LNPjuINFutVvWZI3ttPeJCpYEqWLsuAQM8AkcZxkZ0v2n/i34H+EejnxPPDbXl7DCILm0SJg6OCdm1wBySQp3EgAdM1+eXjv4geJviD4qvPFOv38jTXdw0gjDnbGCeFUdgBxXqYXLo4m06m3bzPIzvil5UlRpL3318vx/I+7PDfiax+Ick2rXehXdnLBEGaOeY5DydFzgAgENnr29RV7xVZaPdBUQrLJGEBSQB1RgMcKRj8sfhXz/APsReKvE+vzatomqam08FrbRm2aUFnQs3QH046V7teWMq3E624ZSgzKcdSR2p14eyq8sdLHh/wBrVcwiqnM/R2/4ZnnX7U3hbT18C3HiPwrClvLcwQf2vb2khRJ/LZF8wxkn5vuFscfJn6/LflxJBJIsTboyDtLfgeMV9NftE+LL/wAF+DWGlieOSePyjM0QK/ORuGexIQ4/H0r5WutanhcWyphGHzBgM57CvTwcZyoq58pxJOnicZGcFZ2V10v3XrubGnW5utHl1W7kiiSKZIgzOc5YMRwMnHynn3p8GhTTWT6nDr9p9nR1R8yNuBbcVG3HP3TWAurxzskM3Azn2BrdtBBH4UuY4trtNfQmNwxIAVJAf/Qh/k10yi4o8SNOHbo7mbb+GvM1RVk1WARswDS7z8oPfGOa+rP2VP2s/DHwO0X/AIVprFrcNok1wZIdUCAvCSeSUUnIPU4JI96+WolCkBUJJPNazXC/2fESBkZB59DXPiIKvDlnsa4LNcVltZVKFr7a66dv61Ppf9qr47aT8V9eg0Pw98QNPfQorbNp5M5H71hhnlUgHIzwBnjnua9U/YI0y/0H4aalrmoeIIdQaW7W3iubeYjCIuAoznAHHA46V8CPIs8gZTkq2QQa+8/2HNYW++B8Nva6xBdPDfOJRFaLEYvlUBSABkjB+Y8nrXDiqao4TkWx9zkGc1c2zK9WKTSb0b/K57/pV1ZopuZU3JuwMclm9Ov61rpq9/c/6Hb2giKjPAO8H3P+NcnbywvAhKO8mTkbgqrzwc961J9astMVbh7t2ncYaOHJx9WNeK0mfdqVin8VNb1ODwBqNrdanueS0KKvBZckD9O1ftF+xbFFB+x18JoYAQifDPQVQN1wNPgxmvw/+J+r6fdeGriKFQNzRjGOfvg8/lX7hfsaFD+yB8KTG2VPw20LaT3H9nwV9PwxpWqeiPns+1jBnpNFFFfZHzYV/PB/wWySZv8Agqh8Y9hVQb3Qvv8Af/indL6Cv6H6/nf/AOC2EaH/AIKo/GVnYgG90IFgMkD/AIR3SuAMc+tcGY/wF6npZX/vL9P8j5t8NxXFxd/6EztKIJArxMeCEbhfU1W8VWMkHh7TLpJYz5iFfKDjzDjByR1xgjmr3hS2afVW+w30qyCymKEOAw/dNk5JCr9ewrN8Vrpw0rTreOOZ7kWwLSo2FIOAAMj69/TpXiJanvTeqsZdhiGG5BhDN5IATG4L8y9cd/rUcMMyPtjJL8llQZPryeP8Kmihga1mQoCGdUXEgHrnJPJ6U6ITWc4X7VENpHyJ8wBx3zxmnYfOkTaRbW7OsuoXMKoDllZeMDk89K+I/G+ot42+JmoahZqW+36o/kDOcgvhf0xX1t8TfEH9gfDfXfEbS5kg0yUQs3Xe42KcDgcsMYr5p/ZZ8JL43/aE8J+H5s+VJrUMk59I0be3/jqmu7Ae5CpVfRf8E8PPpe1q0qEev62SPov9t/wG/g/9mjRdH+zAJo99Z2Zcdm+zOCPxKk18e6agadRj+KvtH9v34iDxH+z0IJNoe98bho0C4+RIJD/7OtfHHh2387UreLH35lHI9TXTl0pPDNy7nj5xCMMXyx7I/TL4Et42034VeGLfwprETvDpRgi06Wa3VJC0SBkAMyuxyuQAMgjv266z8Ly3HgzUr3VNS0rTtXsr1Wn0xdQmjuZvMHJ8pgVkUbOSpyCe46UR420bxt8L9I0XT/CvhJprS9Fsl9pU0avJK8a4R7ZMkcdDtJPrgYr1fx34j+AFp8D4NU1u38X6V4+0S3WO/sdYtVWwnjfcY2tiM4UR+VkHAbIIzk18hVnLm23fT1PvcKqcIRjpstdei/DY8i0S80zXLrVL+7LXcwvdiyL8i7goBADdcHPPTIPpUHibwbo/i7wvqPh3ULKQxzwssXmMDtcD5Wr4z8Wa7qXiDx9qOrWl5IqTXTyIFkK8Ek8c+9VNVv8AxFa2omtNavEUkdLlwf0NVLLp+154zs/T/gnmviSk6UqU6PMtU9d/wPt39mnTo9A8Gatp+jaQYYY78qFMpYxhY0HBPY8n8apa7dSlwDHvLK7bj2yeTXyhp3iv4m+K9CjXwnrmrvf6WPLe30+eTdPbk5DlUOWKsSCeuGHpVDWPi18X/DBttJk8Yapayi2UzQXGQ6sXY8hxnPTr7VpTy6brympLU46ufUKGEprkfLHT7/8AI/QX9iv4Jal4C8Sf8J/431Ty5JLJ30zTFmxv3DiVwP8AZY4HUbjnBr3bXZda1acRNdiRecLM5AAOMcGvyX0n9sH9oTw/JDe23xDvfNs1VbdyxBUL0HykcY4x0r9DPBHxF+Oevap4S0fxz4jsXsdV0c3UU66aBNdyFSRDJIAFBC4cFQCcEHNc2Ny/Exl7RtP/AIB6mUcQYDERVGnGS1S1tq38/I9pFtqmjacJ2vbR4kClolI5PT6mue1jUtRMZgup2HnNtcq5wRnp6Yq7pOm30u+13GZRgMitgE4rL8Ti5tiNMuLgHypCSityvfGe9eNHc+ql8JRvorWNEe1u1HlofMPfdXg37cGt+GYfD3h/UfFdissst5LbRXxTM1tGUBYqe4yEJHcCvbRDeX1vKwUeTCvznGDyRge5/wAK8D/4KC2i6r4T8OaTeRrEYpbmdZQANpxGo6dQa7MIl9Yjf+tDx83qVYZdUlTWq2+9HhuheEhfXourNvtFuwzbz2cfmiTHcAZ/I4I9K1PGvw30PTlXxD4mvbixvHZWt7byNj3SgkMSD9wYHDYI59sVj/AT9nXxZ8SPE5ttB1i1gmgQSzRDUzE4Q9HcL8+z6DJ6cda+3/gf+wr4D1TxLp11421CXxZrLsu/7cpS1jAH8KH7wUcAMSOOgr1q+JpUJay+R4OXyxONoXlT5fmfJX7cHhT4eWnw88FfGDwN4j3LrtibW40lbhySYERVQjoqpzvC4ycf3s18tXN5cXcxlnfk/gAPQAcAewr9Bf8Agqd8Ofh9rXxL0L4Y6NqFrotroljNJZw2kSIkjSsodmAwMlos5HXNfIkv7O1rcSyW2n/EfTd6j7lwjJz6ZGa0wtVPDxbf/DHyfEOU5picwlKlC8dNmtXZXdr9zzWKV4m3JIVI6FT0rXi+J3jqzhjhg1Rp0hxshuPmDqONhP3sY6c8V0D/ALPuvowMPizRXz0AuXH/ALJWXr/wl1fw3p02r6nr+meTbxGRzFcsTgDPA2810qUW+54VPLs5wUvaRhJeh7j8NPiRoXxR8Hx6qNUSG5t18u781NvyqAAp/wBoZADHgjHIxVrQ/EugeLL+5t/DWtpe+SPLmt7d95DKOrYPB7fhXyOfipqfgDRtX8P+CNcDf26AtzPDuHlQg52rnBDHvxwB6njjdI8ReIdEuPtOi6rcWsmcl7eUqSfwp/2cpNtO3Y+uocT4inCMakE7b67n6LweG5NYmikvMxQtjzIcfP8A8BHfP4V12ofE/wAa+A9MTRfCNqLO2EbBDJEJPlztReR1+8Se5r4K+Df7V/xN+HfiqzvtT1576wWYfbbS4G7zYycNz2bGea+5NW1iDWLHT7nw/qcOsaZrlvBdWZtpPmVQZCylRkg/Pn8DXn4jCzoTSlqj6DL81pZkpcnutboX4V/Ff4mXPxi0NdW8WXDxy6jHDNAI1EThiRggDHWvu7RtX8R3fhVLWfWYmg+3q80KsMxqU646bTjn6CvjH4StZn4gac1zotq6JfW8gdoyvzIwIIAPr19a+tPCetnVJ7rw7GttGbtAHuZYmURgemK8fHWlJWVj6HBrli+p+ZX/AAVt0rRdO/aolXQtyWc+kQXOwnOxnLbgPxXNfLhuY5JkRI1C4wMDk89TX1D/AMFUfGP279pi98BfZ7dv7FtIF+1qgLyO8SvtLddo3DA9ST3r5z0W3gh1A3VzpcU6xwFmWaQooJXg5BBz3A719Lgm44OHN2Px3P3CpnVazuuZ/wDB+4+sP2Z9LuNL+FGiy2+4mWCSUOuQQzSt/QCvXZbN5bY6pPNERBHllCgeaccjjv7/AFNYHwk0+PU/htosulWENpE2lQtDbxjIQFQTjofz5rpbzTvJ00wR6kEKRsx/d9TtPT/PevDqy56rfmfTUqKp0oqOqSX5eZ8MftKa2t18V9RuVjbcs5Qxj7oX0Hp1JrgGt7e6V7mSXy2GCuRy/wDn+lehfGTwj4hg8W6jrGvaZMkNxcl7e5eI7JFbkYboTj8ua4GW3ghdmklJ7BcV9NRcVTSR8PiW1iZ3Vnd/mVEtpZH2xyAehrstV+z2y21oyyNJFZxLKfOV1LbR93A4GMDHPTrXKaVbzSXKxojZY4XPcV0erp9l1SaJ2yY38tsdDgYP8qVV6pHLVlJQa9Bv7srlVbnsCKmhbTby/gh1GeaG3d0WaYIGMa8BmA4zjk4/CqodsZAPTjFLtMnDNgds1jY5VKzu0dp4m8JfBzSLZJfCnxcudXnkuVWO1Ph+WBvLOfmZnbaGGF4BI+brxmvZfgr+1HrnwyjPhnW7aTVdFSRvs6s+JYRnhVJONvsfwr5w0S1mvtbtNPtCpeW4RFJPAJI612yTQPJslGwrwSRwaipThWjaSPq8gxc6LnOklDba+v3tn1hY/t1/DVT/AKT4X1mEMMNtSJuPruFXz+2x8E54EihtNVSQYLmWx3c49mOa+RJmigUFnDDGQ2aLPWjApVY42DHHzL0+lcksuw72T+8+rjnOKju19x9//ss/GPwd4o/an+D/AIn0bXY3tJfjL4Y06ES2rLPJNJqNquxVP3VBkBLH0HU4r+hGv5UP2LfEsr/tsfs16PHCyC4/aA8NSyEHhgNWsh/h+Vf1X19BklGNGjNLucOMx0sbiNfspfjr/kFFFFe2coUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAfyX+HllTw5prySIirZRE7zyBsHX0+ldDZWtzNo8rQLKEN5AJCCfmyTgkdhnHtXP8AhiOFPDml+bIy/wChxEFBksdi89MD69a6TS7SR/D08sWoOI/7SthNh+Dy+M5OT04A/pXysj7K9omN46s5LbxHLbq0UwIV8QuMKGAOD6H2qgw36VHbxJuLSvukI9l6EDgVc8Wf2bJ4inNlBMiKx3+Y/BIHJ4AOCf8AJqubWOeK3jVE3hWcl5Qq/eI6D2Hc/hTaM4NqKuQRpMIz5J3ICATjCj8T9Pc16P8Asz+A4fHfxs8LeGpo4rrztbt5J4NmN0ETiaYc9f3Ub/8A1689S4mt4nH20HKj7ig8Z7Zr6O/4JkeEE1n46XnimeNWXSNElkVsklJpGSJef9xps/hXznF2YvKeGsXi07OFOTX+Jq0e32mvPtqaS5alHlt8TUfvaXn36o+5/F3iPUPBnhDVvGWl6fHdT6Rpk97FBM5VHMSF/mI5xx0HJ6CvM/2J9Y1HW/gvNeatH/pB8Q3bSzZ/1zOI5S+O3MhGParP7Z3xJ0n4d/s76+J71F1DVIY7XTrfeNz/AL6NpG2nkoFG0kDAMig43CqP7DM0t38A7XUpJVb7XetMAOq/uYVwfxX8iK/lfB5bCh4VYrG1I2lVrwUXZ3aguj6q8pr1Tveyt0Vmp5rT/u6fNxk2vu5X/wAMdR+07qdppH7O/jG6vQxjk0GeDjHDSjylJyQAAXBJ9M18VSt8S72zurHTLqHVre4SGS7t55IS8SLEE37IpywGBgnbzgdOBX1t+274psvCP7POoXl7c6egm1OwiRdUhEkMhF1HIVYNwflRjz0xmvl//hI18afErRvE3hbwHpaTNZQXCW3hmdLxpYwAoeIJlVbP8GV5wAO1fqXgrh/Z8M1q1tZVZLXtGELW+bf3FVpKWLlrdJR0631b28muhR8Q2Fh4c0LSfFeneKtK8uXT3+129jfSzfZCitGRJE67omIUnHTuPSs3RbfSpvDlnMlnM0z2ytJIXAY8Z6Hkc9jzXR/t6eOP2cNJ8A3Ou/Ay98TKut2bi5sfFkSi7tpMldpI4fIwQQSccHB4r8+NIuNYffK2oXADPg7ZiD/Ov2FYaWLop35bPqjmxWcU8trRioc3MvS34M+v/i98P/D3iXw5a6xqOjtPLps3mBTJguhB+XI5HOD+Fd7ob3Vr8GNJt0ttkQ0+FRJnO/Kqea+Bp/EHinRNUhuIdeu1EZ3KPtDYz2yM4NdPqOufF7Xli8UeFdV16eyvSGu47KWZ47abI3qVU4UE/MB0w2B0qpZfUlCMXPZ32/A4I53h5V6lSFJxlJWev47H014o0bWPGAl8MaJaGS7u50igGeXbIwvoPqeK+mP2VPhy/wAHvh3eabea99q1m8uR9o8qYslsoXiNB9SxJwMkn0r8uJ/j98YdL12R9N8f3ym2unaAgqdpDZGOOMYGO4xXp/7Mv7WX7R2ofGnQfDWm/EG5EmsX3kSb8MHJDEZDZU8juD1Na18txEqPKpK25z4HifALErmhLmenT/M/SlrXWNW1QTTXULYcNvnkJxgc9avaq+saVbi3a8t5GdSsZQj5QOuPQ15v4A8TfE3xh4p8Q6d8QdW0/wC0abdIkVrY6eYY1h52zKTy/md+SAVIFd3aaVqF7p+7BfC5SRpMBBzmvArUp0anJLdH3GFxEMVRVWGzMfU7uS8uFtL6dgkfzlWc4yfrWdeTiwuWvLG8ABf935fBIp+u3Us90ZnuPMZUADL0PHcVV+zX0vk300akSOfKUKOcYySD+n0pW0HJvmPlD9rm+8Fv8aLzSLmC3sr+4sre4e92hRcylcbZD67QuGPTGDwcjjvB/gjUTMWjsLl5jldkNoZdwI6ZAxz2xmtX9uPRz4j+OV/cRIqXCRW9uqDgSbYUzwOhGav/ALLX7KnjXxeI/E+k+O7bTrPzjG97a35mEBHDARxn5pB/tEBe2T09+nKEMJFuVtFufE/WcXLNKlH2d1d2a0sin4G8MfDj4afGHRNQ8R6s48u+H9o2YGEs23YV2PJOOGK8Efhz5/8Ats+CdD+D3x31Xwl4S8Rf2ja7Y7m2HnPILbzUDkkvyzkkkEk4XBHJ4/Sf9m79iX4I+G7m78R3nh5NZFnbGS91HW1WRycH5FRvlAPfAz2yc18H/tcfDjw18UP2gPFfitfGEVlcJqHkSWwQFI1hVYgFGQcYQcVGHxUatd8rdkjHP8BjauAUaMU5N97WVtdX8j5eMjyMWkbk5OWPU1PZalfaZMt3Y3kkUqMGR4nKkHtgivQLn9ndprU3OmfEPSJQrYKyl0OM4zjBqg/wA8Rx5EfijRnwecXTj/2Su/ng+p+fvI83g7+yfy/4coeHfjh4w8N+ILbXNUvjPbwyL5pKfNEc8SKBgE885659a+gG8W+D7jQIvG4123gsWjWUg4QAkZLDtt56dRnHvXzT478Bt4M00v4h8QaeFuGMUZimdvmIJHReOlcN4x+K3iDUvCFj8MLHVGbSNNkaQ7SR9okY8k/7I6Afj9K+rRxKTWn+R7+WZvmWWRlTrxb/AMT1PtPwjqFrr1tFq2i3J1G2L5ieAlkUMDwCDz1rrfDvheJNWGpalEbkw5e3gQ8lh03+gB6jvX5zaB458Z+HRt0LxDd2qY+5FMwTHuOlfRn7G/7VfiCTx5b/AA6+JfiVG03Vv3Fve3CDNpN/Ac/3T938c1hiMvqwi5Qdz6DCcS068406keVvS/T/AIB9T+KvjZ8VLRX0TTbxbSKM7VD26M2FHzNuIPVifyrsP2LviL481jx/qmn6v4lnud9iJYkuVG1D5gBK5HHWuG1KXUDr8thqEcV5/ZjSKbpG8yI7pWYEgcchscnqK9R/ZYuLWz1+6u20m3imSweNJfLJYK0iseM9cgY9K8qvyqjJJbn1FBfvYu9z6h1yZ9f0yG18Y6il5YS6QISUcHcSCuOejL/IV+G3xzt4LH4w+J4GkZkh166iiyclgsrKOfoK/a+yvT4o8JNGsltapp4ZtxVlaXP6V+Knxh8an4kfE7V/Ei6fBAbm/k2xQxgAruIDH1Y9ST1JNVkaanP5HzPHUo/VqKb1u9Pktfl+pzGhJ/amtw2mFQzXCqNi8KCQP6199+Fra606RLWI+WinbuYZUoBgAg9RXxr8D10uz8d6O2o+Hba6SfWYEUzSEN97HCg4PJB5BGQK+64dEuLlFmZ1Vd+ZMJnHtXXmU1zRR83kdGLozmnq2tP67mP49X+xfCd/qkojkM1tIFi7x/KcH6elfAGu6mJNauWQOwlkLMzddxPP1r74+M+nX914B1GDSL7fPLAIYYQuCzNkDPp/9evhfxJ4W1LRbjydc0+a1uSNzR3EJVvTOCOnWtcr5VBtmGfJxlTutNf0MGayt0hWaOYB2zmLH3fQ/j/SrfhGxnuPEdltlVQLlC3zhcgEE8ngcVVuIYY4TGsjO556Vp+DbSea/DAYESPI+7sFUn+lepN+42eCm90ad7cWct3I8EUuwudgkcEgZ4BIABNNieKKZJGVyqtkhSOntVZGVPlyTnnkd6k3N0wevJrl1OGUm5XZseDdN8F67rn2Pxt4puNGtDC5S+jsDcYk/hUopBwT1Izj0PSt5dJ8BeHvFNv/AMIR8Q7jVjHavJ9pTTHthFKNwAG85P8ACcgd64kJu+d3APvW14Gt57jUZ7qJQUt7cvJnuCyrx+J/nRuduAqx+sQjyK9731v+dvwPqX4Yftr3ekaQmmfETQJ9RmgULFeWrhZJBjq4bgn3HWu2s/26PhVIot77QdaiTeCcQxHHr0f0r5Lge2nP39hJ6H+lE9xFbnDY3A9Setcc8Bh5Nux+h082xcYr3r272PsFf2z/AIJajdKkEmo2sZwGkl04sVH4E19p/wDBB7xtpOs/t26rYW2pQyzan8GL7UoooYjuWH+09LAaQnox80YXnAHPavxyg15kjEZhjOB97GCa/SD/AINnddl1b/gql4wszGyR2XwAuokRj0I1TRc/0/Kt8vwVOljYOPceKzitUwzpyt7zS2/roj97KKKK+yPLCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigD5B/wCC8YY/8Eq/iYFUk/bfDeAvX/kYtNr+fvDpOfOmQ7vlAjzlj7ev1r+gP/gvMu//AIJU/Exc4zfeG/x/4qLTOK/n92QB5Abh4224CrwFx78E/QV42Zfxl6fqe/lP8B+v6I39N0y6urrT4HOyOSzlEXnP+7BLkHJPfJGSTXEXMbm5cuVZVcjzlcbTz1Hr9a7lLaC2j02bULiWS0GlTMIVYcjzDu2jkjpySOvriuIKQGV3hjdQWAQSHOO/A4H5150Voehf32S6ivmzJiMIiRJywxn5R19etNiiuXKIzYUg4eRffsOp/QVNd2ym6muLdo49jbQ0k2SCOBjHf6fnTXuZfLSD7RuG4jGMfmeuKHsaU5Lnszyj9tbWLHS/h3pfh+CdHn1C/aR9gwdkYHUfUij/AIJteCJ7/V/EvjgQbltLWCziJH8cr7j+kf6159+2Vra3nxGs9AhfMem6YgOP78hLk/kV/Kvoj9gxG8CfAfS70KBN4n8Ws5YrkiGHy4wR/wACZq7pt0ctXeT/AOD+R867YvPZPpH9Fb8z5N/aF006T8cvFOmNFsaDXrlCvpiVuK9k/wCCbUV1B8XLnUrG9NtNFYbYpxsJBZ1OAHZVPCnuK8f/AGiNYi8SfH7xhrduQY7nxJePGR/d85sfpX0f/wAEr/Gel+AvE2sanqek+Hb0XM9pDHa+IGjiDnLgBJnx5XLDJHPTkYzW+Nk1lj72X6Hl4CMXm8FfTmf6n1JEnjaZNLPiQafeaPYSoq6ncz7ljIc/K720r7cZx2wPTio/iHZW3g7Wbjw3H4otr+1n1CCOCbT7trpLgBicJKVHGN3LYwBzjFdp8A9T8BaP8Q9U134k+DdcHhJ2lt9ZbwMqy3NsxyEHmHClBK8eTk5AwTzz4J/wUg8T/D3TL8eBfhLrNzdabDeNJaXNxH5crx84JGAV4PTFfKQ5qlXk8vkfeVcRTwuFnU/l9dfmemXlnpgcGxsZVUNgFZVPJ5Oa4Txp8PPD1n8UtJ8YWukH7ReXVtGZPMxsdZRuJAODuGBXylp0ms/ZVUajcAlcptnbH86m8M+PPE/hnXnkuNbu5Ipf3MyG4Ykxt8rbcn5Wx0I5Bp0svqUm7T6W2/4J5OK4gw+LpxVSjbVNO+34H318R7u8Mlv50HlfIzqgPHQc/wCfWvOk+GPij4ta9ZaZ4dWOBbZGkuppWwsUZIG8n68YHPP1I+ZbzV/jZ4XnnvrjxFr7WENtK9nqUskrwyKV+R1ZsrzkfQ+9ZukftJ/G/R5pLrT/AIg3wMkflycj5lOPlOBnHA46cVrh8tq06doSRhjeIsNHEfvoSs7Pp0P148EWMHgv4b6R4T8OazLOtpZqLi8eUlp3OS7MecZJJ/Sn6JpGr3Fy1013ao4Xh5GySevevh39gf8AaW/aa8c654h0DSfGEN2ml6X9rjstVhMsEjEMNpGdwyQMbSMZ719Y/C7VfEvivwPYeKNe1pLm7uA3nyJa+QVk3kGPYPu7D8n/AAGvKxeCrYZtzafmfTZXnGFzKMVSTWmz6W07naa1e6tFIbIzo5VsyvE3LZHHI7fSudluIb+5ku9QueQpVA5Jxxx+H+Nb19YahZ2w1RnERQgPM753H6Vx93PKk5ljOWdjweRXFE9ao7Id9pmtGNitxvWZNsiDoQexH+etfBviQeEfEHiG/wBN8J2sFnNa300CaZFhVMauQHiB46DBUc55HB4+84IrzSrx7ieFS8cQkkG0ELgZx7cda/OLxj4N/tXxZdXFrcQQrLO00/2icIkO5s5LdAOe9erltuaWvY+X4hxGIw6pSpx5tXdfcei6F8NrrVtIk08afPJC6B5y1oyxoACdxcgYAx16DNdl+zB8O/g54i8W+IPhDqXimV49b014rHUHkaLdsO9o12c5JXOc4YLjHr0f7PH7FOv32ix/8Jt8QprPSLyJXkt7C5M8l2vVQDykad/4icZOOAPqnSf2evhH+z5+z3rHxD0HwbYQ3MFpM+n310iyTuVVi0pdssDgEDHAz71pXxdON4RldvsKhRrVqanOHLpqnrp2Px/8a3Emna7faLbar9tWG5eJ79ScTBSQAmQMRjHA79T14wwzHksM5716zrHwC8MTIdS074jRLHKxINxHu5z0O0/0rK1H9nTUEKvY+PNGlVxkFpXUg8ZGNp9a9T2ke5+YYnJM5nVcpU7+jT/U4rSfE+u+HpfP0XUZYmK7WCtkMO4Kngj2Nd18Gfjpe6V4qXRPGtyr2upkRLOyZL5P+rbsCDgq2ODWXL8BfEsabk8R6Mwx2u2/+Irh/H+iWPhO9j0zV/EVqtzDtuB5DO525I4+UDOR0zVRjCr7r6mmCjnGVVVNxko+ex9UeJ/E3hLw3Gn9reKraI3xCWzSyBMZOQCD/F0PGR71s6Ha3N7FuRJHE8IYXbIccZ+br05r4P8AiX8VPFPxR8QLrmu3TFYIlhs7cMdsMagBQPfjJPc0ugfFf4keHtg03xbexojZVGmLKD7A9Kn+zJci11Pq6fFcub95T08n9/8AWh+jngewbwiX1+3s2ub4Z3PG3yIgBJAPcnHJ6YJ61U8W/HH4v6mjJLr32ZVXa4htlVgTk46Z46V5l+xl+0Dqnxn8Kan4F8T+JbWHxBplq89hPPhPtkRUgqSTjcpzz3De1eoC9k1ZrrWLjSATeTsVMgL7xkfdPt0OK8ydKVKo1NXaPo8JiqeOw6qwej6dj6K/Yc8c+MdX8CwXWoeJ2M9trDI95c4DqAUIzxnAzW3+3lZ22r/sx+PLrxJMG1C2sJ7qxeNgdpTPQ9SpycVifs86pZ6b4Alki0y3hMuoNLMsURO9tqD144UfjV39urxi/hr9lzxN8UHisnI06OJNOZTtYvIkYDhvvA7uR0OCK8ppvGpx7r8z1K8owy2bk7JRd3203PxvkeO0ZgyhnwRhhkDjH5816F+yvp/9rfFzT3B5gimlAweWEbY/UiuHuZBqMst2YVw2WYKoGCT0wOAOa90/YrWwj8eS6cPD1ql2NHZ0uhIWdfnGSQSQpIIHGDwOOTX1eJmo0Jeh+L5fThVx0FJ2V/6+8+kvDa3nkm1OAuwARvzlvUeh+lee/tc3Eeg/C6fS3dZN8i754+DtOcr/AENes22iyW84uZpwqBfkwmcn868d/bD8O+Ita8J29joAkvm80zTQ28RJCBscADnqOnua8PC2liFc+qxsJLCVLLWz/I+Omuhcg2zxEgNxuHUZ4+lR3NnFBJstrgOCAc49un9K09Y0X7BO9tKGidG2upTBU+hz3rNuo03KtvubGckCvpotPY+HTWyNvwLbfZ1v726djEtngLHKFbcWXacEHIzyQOw7VZDwMcLG31J/+tUGiWsq6FcXbnCF44xzyScn/wBlNKjjG1eo74rmm7yZz1pSdkyyk0cQkBWT5lwpBHqOtdD4G8NfC3XtPuLjxn8Sp9Cu45gIYP7GkuUmjxyd0ZyrZ4AIweTkd+X3P2BHHGaXYseXMg5qdjOnUjCV3FP1v+jR6N8OvEcfw48S3Gv/AA18WXFw9pfBba7a1MQuIhu6oWJwwxkH+dfSnhf9ujw7/ZsX/CU+DLwXm39/JYuhQn1Ac5/Wvk7wZDNb6GdQmjBjmuGRB3BVVz/MfrW3CIJE3RzDIH3e9Y1cNSrayR95k+Or4fBxjT0Xbpv5n1vZftz/AAcnKtqmj60gRMAfZkYe3R6tWP7Vfwr8YXI0PRr26gubyZILVJ7FlEju4UAt/CMHrXx019HDIBHgH0PNbfhDxCR4lsZWtFby7lW2xjBO05z+lcssvorVXPbpZzibpNr7j+gz/g348Q6fr37KHjy3sL2G4/s74wX9rPJbRlYhINM0uQqmfvKBIBu4zjjivu2vzE/4NRtVm1v9gH4hapOTum+O+qtye39k6Pj9OK/TuvssBBU8HCK6I8WWIeKk6z+02/xCiiiusQUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAV+SX/B0Ish8SfATy8DFl4uyzHgfPonWv1tr8kf+DoRA3ij4BHrtsvFxxnH8eh8/hXLjf8Adpf11OzAf75H+uh+VtmpMghdg7A5KoSMD1ODxWxrmm3f2DW5rmdUkhuQx+0tgkDAAXPXhhgDtWRaRWztHGt24/echxgH8Bjj61r+Lora2j1mPV3uJ5m1LbGd6lkOBy2MjoOnbjPpXz+8j6Sb0VjktMTbqMDzREZlGF3DLcj/ADimOrtIbghULfcVVP6Dt/P6VLpqRLMrOrcIzsGcbuhI5PA6dqFtmt0V45o4w4JwJNzkf4Z/Cn1DmstSS2t5XuGFzKsYU8+YmSfqO34mvmf9tHWrS++KyaFYyKyaZp8UblDkb2G5v5jNfTBla9uRFPMGX5cnAAA9AB1P1r4r+Jutv4t+Jusa0pyLrVJfKA/uBtqj/vkCuzLoN13Lsjys/qqOEjBfaf5H1d+z/wDDi5039iPU7p7TLaxpWp37dc+WkZUH/wAhk/jXxmig3Bx/eNfolqmtRfDX9n7UPAJIVNF+FkkMh28meW3BYH/gcv6V+eFsu6QtjvXTl9R1XUk+rPFzWlGhGlDqo6n3L/wT0h1e1+C2of2Nrv2B5tR81282BAdrR7WLSyJtwUPIz3+o+j9C0TX/ABL4ruF+Itxo2jz3tlK1pqF1qElssm394PLljZ0yxXABODn8R5F+wj430TTP2Yx4Gu/Dfha/mn064naS6uIra9gQTli2SQ03UfLyAMcHHH0x8CZfgkvwwvvDXx007xVpjXqtc+FNU0OyH9mO6ozus+RuJO6EAhcrwehzXzOPqSWIqSt1+Z9blCpwwVJPql30v5fM8kt7m1l8R22g6vdm4+y2kzGGPI2hpOGLEYOTux34PpV8WGnyXXltYSCJ1O9C64IPGPyr5Z/a88ZxeKvi06+Hrt1t7dRCpVsdCcZI781wUlxr0ds0kGrXSOg5IuG9O2DWNTL5VWp81rrt/wAEJcQww1adH2XMk972/Rn1z8EPA2leA/jNeWeg6NgtbTy5Mhw4eRNoxngqDjjrmuo8fXdwNSuTMhYhkQoT+NfFngnxl4yvbKXwbbeJr6Ke4PmWU0d0yyC4X7qbs52sCVx0yQe1Saj4++N3gvT3n1jXtcsLmS6RUF/5gZgEbOPM6jkfpWn9n1J4jnctbJHnf23h6GCtCm1FSvb16H2H8HvgZrXjv4kw+N9Y1P8As/Qor6NZpVl2PKVxuiXvyDgnphu54r6/8S6nf3oaDTbopAcLHHvO3AP68V+P2jftP/HTR7ZbG28f3pg8zzPLYgDdjGeMc4GM9a+yP2Zv2h/2lfGP7N8PjTUfGlrNZtrH2G6vL7TvtE1pEHKmWPqcAbc78jBJGMVGMy3EytK6aWh1ZVxJl8m4KEk3q3p3238z600PR9YgtjPFfWkTMTkBxnB98e1Z2q6zqWWuVcKiL8nlMQARxnjv9ah02y1MTRkXQLyruxGcZGB/n8ad4jt7vSYHUssKTp8sJfJIz69q8G3vH2afu3MaWK2ltSftI8+Rw2X5OO/4/wCNcF+0LqOnD4K+IV16zhv7OztPOW3uV3Rl1dSh/BsEV2EKXlxdLp9kAS5Ay46e+fSuI/aMVovgD4isZLYPHdQxwZIAJ3TJ39eK3pW9rH1Rw4tyWFqW3s/yPj230vR/E1yt/wCGZ/OtnYGWPrJbk/wMBycdAwGDx7iun1D4XafqWhJdeKJbiwsLVSFv5bMoUJzhVBxvJI6dcH2rzjwh8ItT8YeK7fRNH1W3ie5uPKtJJbpYnkbrtTcQC3tmvsz4SfsN6bd6VbW/xc8ZXeoLA3+i6LaTu0ak9d8rcuzHrt29OOMV7tetTo2bl/mfI5ZWxeMg1Ona3W+jfoeNTeCPhn4v/Yz1vVbHxY2n6z4NvPtJaWZt0vmsieYEUbTlRtUHOGGM85r5H1DUprtxGilI1PyIWJP+8x/iY9yf/rV+q/8AwUK+D3wy+E37L9v8NdK0bTtBOuT20eoTWMKB1VX82NNw5YZjJ567s96/PPUP2eNHiulgtfiRZrvPy+dEenrlSaMJXVSm5dG9DxOJsqzLEYiKoQuklezSu/m+iseWoxBDBvritTT/AB14s0W1ax0vWZo4W5253BWPcZzg/Supvf2d9at5WWHxpokgU8EXD856fw+9U7v4F+JLZS7+INIZR/du2z/6DXXzwfU+WhlOc4eXPCnJPy/4B3/wA+MMHiy0l8DeJrhINQgzJAVj43HAMgJJODkZX1wR0xXX3finwxFr8fhW18U251BSX8mKUFnBwDtXg4P6Yr5WPjWL4X+MB4s0HWIJ9R04vDHCm8gyglcnIGVHXjrgD6cDf+KfEWq65N4kvdVme+uJDJJc7yHLHryOlV9RVWfNey/U+owfEeLw+GjTqRu13ev/AA5+htno17e2n2ZIDb7JD803yhwSTjJ7+1djoOu6t8MtC3+DbJ1lkC+ZdSR7suc5faewUHA9yfavzq8KfHz4teFbuK6sfGd3mMjb577+PQ56j2r7q+Efxkj+LHwcsviXp2rWovYnNprmlq4R0lMbpvAzypLbsD1x2rgxODq0LN6o+iy/O6OY1HBLla1/pknib4zfFzUrj7VL4snt8uXQWkKqQBn0H86+6vgX4q8Uah4JtbyDWola60BT5ZYKZiY1Y9MfN1I9xXxfpKC2ntYZtCi3Ly8U8ZyNwwQx4z1yPrX1z8M/EtvoWlaFFZ6dblIbCGKGExNtUCMKCTnJrycdZ00krH0eDVpNnzH/AMFoNL0k/Crwtq9sxOoNqxtr5gQA4EbOCQO4IxmvzfluIo4/KiUH5hudl5+g/Ov0c/4LH+Jz4L8D+HPCjfZLxtdu7iRn2bvIWNYySob7rZfGeoGR3r874rP7TLF/ook3SYUZADDg9e1e1lOmCV/M/MeMJRlnUknfRX8tNvPv8z3j9inSmksda1eMbiZ7eMrg8Lh2P9K+mtLs7vVbJbae6RSSfnk6xr7nuP5V5P8AsarYal4BvU03RLWzK6s6zNA5cSYVSoyxJOAcdSMV7LDpMlnBIk94qSPkf6vgCvPxc+bEM7cvoqGDpqLurem/qfLn7c+rxtqdhp4jKeVExXYPvMDjJ/WvnsGLVJFFwfKHQu3Oz/61fQf7YHhLxLqvjc38dnPdafbwmN7mOJmVGGGO7A4GCOT15rwK7soIpMmYqoycKvWvcwbiqEUj5fM21j53VtvyRRa3+fy43BGcZNdTo0SWXhGJbpneSW8dkKTDaFCqCCuMg5xg57dK5nZm63Rq2zPX3rpJ7WW10yyWdsM8bSADsCxH9DWtV6JHnzlJRduwqtC3KowwPUZpzTxLbiErJkMc8jBHFQrJu5VeM9qXLPwTgHrmsDivY7Ox8I/BaXwvHq918Ybm31A2bPLpbeHpWKz4JEayK21lJwNxx1PGBk9r8CvjP4h+DT2914YumurG4iBvLG5GEk+Zju4Pytjofz9K8WIES7QwY/3Qa7qwifTtPtrO9UbjbxvuXsGUMM/gaUoRqR5ZK6PosjxLhiXOnFRaW6v+rZ9Yad+3T8P40Vrrwfq0TLg5jMTjP4kVqw/tw/BSaJ2uNO1hJnJ2+ZaKwHH+yxr5GIhWPzFkDLnkKajt9VW3m3RKjY7MMg1xPLsO1omfaRzjFxerX3H2Gnx++H/xI0+6tPDmtrA1rYzXN0NQsmRYY1CqG/22y3CjknFfvz+wbrFt4i/Yb+DHiCyLGG++FHh24iLrtJV9Mt2GR2OD0r+VO48WS6d4L8QXcMGJG00RI8ZwELyL/hX9Sv8AwTPJb/gnD+z8xGM/BHwp/wCme1r2Mkw0aFWduyOXHZjPGShTlbRN/jb9Ge3UUUV9GcQV/Pb/AMFrNOltf+Co3xf1m9mjEUl/oawR7gSQPD2lhmI/h59evpX9CVfgB/wWo8RT2n/BRv4w+H9Ot9xuNY0N7yZbdcqv/CPaUAu88479hz+NcGY/wF6/5no5Y7Yn5f5Hyz4asZdbupLS2lgUyWUw3B9inCEkl+nQVY8deI9Mh8CaV4MijzeRMbiaRUXbjAUZfG5u/Gce1Y+mzPDZ3cgumB+yupkC/KOMYz3q34q8L+KG0a08T2ulH+z47RUa9MfylwemSPmIyOnTIrw0fQTXvq5hb7m38Ptavb2rQ3kgbzcAkBN3fqo5PHGaqW/lyOqWwCZbO5wB+PHSp5rG9FlbXl+uxJXdomcDDYwM4B45z71ZsdPWeQ3UiHGFwzMBvz6ChyLUdbnlX7V9/d6X8FpknKZv9QihT5MHaMtxz/s/lmuX/wCCc+gW7/FjVfHV8v7rQdAuJI2/6bSARIPr85ql+3H4uebxRY+BbKaUWtohuZI5XDHe2QuSODhc/wDfVeh/sK+Hl0T4K6x4rktgX1fXYbZWYdY4ULkfTc6/lXe/3WWP+9/X5Hzzti8+SW0f0/4Jh/t+XEWleEfCnhiJxuuNQvb2RR2GyBF/k1eF/CnQrrxD480jRrOJnkmvowqIuS2CDgD6CvRP25tZudQ+KWnaXMfls9Gj2KDwN7u5/QiuV/Zu1O40X43eF9Us5CrxazAcgdi2CPxBIrqwycMvv1s2eTmkozzWS6XS+6yP00j/AGaIm1zwjqnhXSL2x8UXdr9puXuUjtobXbu8uRpkcso4HzEKMkc96vftN/Df4vxfs/xeHNb8KK2vX8UDQ3V6FhcW5jLKFkGGnUo8ZEjAAD5R0NKfiF8R/HGtab4cn1LV5EtrMJbSWkT25cB5MxcRt8u1m+bb354ruP2hPHq69La/8IzdXEUttp1ta/ZXdfNefYke1njRFdm2gs4Azk+lfGVJ1Y1I9f6/I+6cKdpxjpf3b272u/NpH5jfEP4aeLvhvqFvp3ibUbS2urhPMWNb1WYL0yQpO0ZzjOM4r3P4S+Jv2d7L4d2HhDxXq2hatqttGzXM0lpkvuYnG6RB0BA/CuI/bL8O+Kr3433kt7oslwUtLZI54bZlExMe7KKOCoJI9ema8x+GtzaxeLZJbzTt4jiyYySAcFeD1+leu17egm356HxqxM8vxjjCKa1Wqf3nuHgv4OfEv4b/ABJ074h/CrwvqGraZGpnW+Z4IFkRmc5AEjbU8ornJ67u2Kv/ALW/wX0/x+ulfFn4d3Am1LURLb67pk+oxOFaEoq3MMgAjMTb9hXcWV4zkAEV6zD+1hD4PaxXXvhJasjpHKtrG0S27oVBMZiRAqrztK8ccYFeQancQN8IvCszvKqCO/Zflzkm7Y469OKxp16ilz212/M762BwlXDyp8zdrNraz02ujxfQ/gr468QeKf8AhEMWMdzjdcCTVICY14JJAfJ4I6etfZ15+0ZLqPxT8C+G7HxXpEek6TNZJdT298qW9pFGmx1yf9a7KCWY8DdhcHJr5E8S6PHYanfeNbm5JgvV+zLuYK6EoBwM5blQDjoCa43U9QnV1gtriWFd2XPlkYX24rrqReIiteh80sYspq8sIXbd7t9E9Nl1R+z2r/Hf4L3egpZaH4v0VLnIeSSHUoizjsRhu9crBrnh7Urprmx1mzm3N80wu0cZ/OvyMRn1WNYEuQrRN+6cE5PPQ133wo8ReBfh/rJ1f4j3ct1HZ2rzQafCxL3FzjEatj7qg/Mc46Ad68h5NCC0m/uPpqPHVWtVUJUF/wCBWt57H6IW/wC0f+z/AKL4sufBOvePvLuoGxPMNPla2DYJ2iUDaT9OueO+PAP23PiU/j2GC58BC11Wzs0kWIxSA+WMg+Y6nBJ4yFHGBk56VifssfDbTP2s5tL/AOElsm07QfDmrS3epajBbfPqTMS0dv8AewqxgKPlAGGOcnBr7li+GHwf1T4WyeErfwrBNbwHMiKMPsz1GDkHk9PWuWU8Ll9dXu3+X9dj6HCvHZ9gJPSMHs7b/nonpfqfkf4F+JHjz4XeOofiF4W1SePU7S4LSNI5/ej+KNx3BGQR/hX6h/sw/ts+Ffib8PofGuiPb297bQrHqVlO25rKUDnPI+Q8kHoR7iviX9vzW/hp8CviHdeGfh5beHdSkmNrI1pdWSyzW4cS+arn+LB8vB6jNM1r4sfDDwFrsWp/BXwFe6PKNO2ayJrxVSS4SY4aNUUYj4jIDbjkHnBr0MTh4Y2lGpa19n5eZ4GFxDyrETpSndLdefdb9vuPT/2m7zwf8fvHE/xG07w3rWsRwRf2eL7TrkRQ+aruzBFZgSBu6gYPY1wGjfArwtNIlzN4S8Z2xXawLyRujkdf4unrWp8Pbybxvo2m+Iru1eztrqSc3ht5XJ+UFVdAsiDlhyDz8vvkelW+l/CmwhQ/8Jb4pmDKpljVG2HuRj7Vn25NRzKhHkUtF6no0qtOtFTlu/S346njlxomjRymCTS7aZwSMixRiPfOK4P47aNp+n/C7XL+10yGNltVRXFuqld0irxge9fUdt4I0doru78PzrBpsUfmLc3NqfM27Nx43tjH1NeFfGTxB8MdU+FNnceLNL1uSz1zVBaMIpPJERUh94ZgQwyB0967KWJo1Je73RzYynKOGnd2un/l+p8SSQ4JMxP4UKAEAUbRk89z0r6lu/2Pfg4NduEsNc1W90+NtsU1pqMLB8Z+YN5R4PUcVTv/ANkf4NqJCNV8SRrGOAbiBsk+/liu/wCu0O58hTyzFVans4pXvbc+dNF0yDVLwW0t/Fb5UnzZyQuQCQM++MfjX6eaF+yprfxV/Yn+G1j8OfHln4e8UaXp0VxY6uxckRyAs4G3B5JU/h0r5P8Ah/8Asz/B3QPE41/xMNW1zSrWPdLpc2yLzdy8ZkjYEYJzwOcV9i+G/wBq/wAM/C7XtP8AgPpXwrvbiTSPDtjPDJFqsIjitHgR1yXIPyRuN2TnINedmFWpWjF4fVxd/wCrn0uT5estlJ49cqn7q6u90+l+x4v8V7D9v/4HXekeE/AHw7XxNc6eizS+I9Ls3nS5YHIzHnCYPJyP0r63/Yi+Jfx2+I37Pl7c/tT6HPo3iCbU5rOOODTfsM/2UxoVkz1ByWAYDtXD6z/wUh/Z48LapLpwv9Su3GUnk06BZYj6hXJUEe4yPemD/go9+z7qWnSnRzfPeFD9mivkEUYx13ONxHGegNeXXWIxFFQdFJ/zLf8A4Y9vD43K6GIcli7rblbVj4N/bBt1079pHxZpS6vNfJZam1tHd3UheSVUAUFmPJPHX2rgIVlv5hsRVXKhsE49M17t8V9N+B3xv+JMnijQtYGlX+pXZkv1kuJHguJWbkrviXYST3OKra74e/Z8+H3xK0LTNbhbU9M0+8tn8QWyGS3uJYwyGaJSRtDFQwDYxkjrivZpzUacYtO9j82xmCdStVrxqRcebdNdW366dT6f+FOmPb+D9L0ifUBBHb6VbpkjnIQDFaXibX7LwlFbJZW63M10ZI1nmHYIWZsH0Ax+NeQfE/8Aat8IaRqjTfDSw02xs9QgM2lw6xrEFy9tGWO0E+XHuYYxllweuBUugeJfil4y1mCPx/PLa6VEyzXS+fAxGAVKAoVUISQ/3SRjGTXlvBTjJyk9Pn/kfV4bEYbm9nFNtdk7eV32Om+PH2y2+DXh/wAMJK0dw1rbyarb7AVJ2IDlQcO/O4A8kDPSvGNE8C+CtS8YXfwxs5Bqt3fT20FhqUuiLBFG0k8aktvYFAAx5zg45IHNbfxe+G/gnxX8Xj4j8DeLb6w0e0jRCmrStc3lzPtO+QrH8qrvJGNxICjrmvYPhbZ2fh3wPB4lu/Elulxp1nLHdaa9+o8x5JWKbkBJ3AA4PXGfpXTb2NNWu7/mZ+wrZni3KolBJWvvotPLe/bpofLtj8C/Hd1r+pxaf4auTb2LO5uIrbCiOMj94Cw4Xkc+9dD8MPhn4V+Inwxv9e+yRf2np0N5e6xdXeXHlJG23YqJkEE7jyQcr0retvh9pfjXxhqWqfEbx/qWnQXmkX+p20FjbyS4u98gt7Q7ivDEISw4VWPUjFZOoeDb3TYfDukeE38R3bfZs6rdLA1vCJzI6MFYMSybBG244PUYHWul3lA8enh403rSurta9btWdraW/LQh+F3wNaw8V2t14s0GLVNFntLx7W8jjKw3LRxsARnB2q23JIxx7Gudv9POt3+oeEbPwJo9umgXG6/v4mVJChz95y20qPUDIJGSa0fGg+I+reJLmHWHubOBbZoLS2iu5FiSBMqqHJOGcDdg9S3vUHjH4RePPCiXHiGy8TS3EU8sUY0zTJZHkaKSMsGIXAZVAwcZw3BxxlKGruzCtSoww0qdKk7KTu9L2t3a2utOp6lq3wS+F1ppC+MvBdjaW40/ThdMrxSEz74fMilRt2MHg9CCDXiMrSt1OcHJ2gV6Z4Q+FviOz8Caj4W0LxTPqLyW0d7E1tNPErq1urPamF0IJQjZwQCe+BiuKbwx4m0944L7wte280qKfIlgO8FgCBxkZ57U6K5U9bnp11TnGMoU+S61S2v8vIx9kywFeMNzwOlNiEUh33EjbB2Fbl/4P8ezjZc+GdSCRHAQWjAA+4xVOXwj4qhQSy+Gr2NBwGe1YD+Va3TMHCSZ6f8AsW6n5n/BQP8AZg0O2iZUj+Mvhqdyw67tctgP0Wv6wq/ll/Yl+BHjy5/bY/Zq+KemWhubOD4u+GE1KDcFltAmuQtv2kgsu0g5AOMc8Yr+pqvWylxdKVu4oQrQrzdRWvy281yoKKKK9U2CiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigD+T7RbJ9B0HTrfUJ4DcNYws67wVQ7F+XPQ8en510ekaRPf6Sb1ZoVjt9TgLKX8v7wbhVP3uh6c1nX/iK51bwtoen20XlWdlpECQSC3WNXYIuWOOp575PrT9PkIgsrcTuA+oKQHXbvwDz09/xr5R7n2CcpUrh8XPFGl+J/E4fR4gkVrbpbEyRLGrMo5OEHr35J9aw9deUJb6fqFpAotIioMarucsSeoyGPPU5xWj438M+LfDmqPcatpLWqXcrNbBotvmITkEKQCAQQefWs26sLix1IwX/AO7nCIrRnDMMqOAc4/Gi6Q4RTikiuglcM1sVUqowpGSTkdhX21/wSz8Iz6d4Q8V+MLmEhr2/tbLzOgYwxtIQB7faRz3/AANfHWm6bbwxma4hkXcjtsjkUOOOOucV+jP7EvgGHwF+zX4ajDB7jWrQavdyhSC7XIEiAg91iMSH/cr8k8Z8zhhODZYfrWnCPyi+dv5cq+9edt6MXLFU0ntd/hb82eb/APBTaWD/AIR7wno0rgyXz3nlpxkIDAWJ9sqv5V61+yX4WTwl+zz4X0026xyTactxMy7vn3ksrc/7GwenHHrXyt+378Sl8dfHz+xrC2xB4e08aXFvbrMs0hlfHb5yV+iA98D7F+A4n/4Ul4N+1E+YPCmnb9wwc/Zo88dq/M+McNi8n8K8qwFXRyk5tdVzKc0vlz6+a7m1H2dTFqo3q1K3pdK/rb8G0eeft46ffa78OfDXhjT9Le8bUvGdvFLbxw72MYtrliRkgDBC9fw5r5+8J/s1eJdB+J2sQ/s+2V+hhvbe2UTMtrJcyPMAYokjZxKyuFO3OcYOB1H0R+29ruseGvAvh7WdGvGglj8TKFkSLzGU/ZbhgQmDu+6f0rxn4L/EXxZrPxfj+IHixtamt7DVTPewJL5UUihmZZHSSJ1OctmMkEhiBjNfoXhM5R4Ig1/NP5+91MqtOl9Zk7auXbVe6uvoeM/t9fCb4keM7/SvD/hzwva2zWsI/tCUiO1eSQsTuMKnbESpHyZ4IOcGvjhvC15onjf/AIRnWvF1hYm2uBHeT/aTJHGVPzAmMNnnjjNfo38RNd1bxH4xZfDmqmSK5llfHlfKkKgKG2Yxk5CqpGAT7V+bnjbRdettd1HVdR8OTQs13LLKGif92DIfvf3ef51+s5fUnKnyysfN55HlqqvHVy/BLRH0l4ovf2cfiv4Yl8O+E7nSk1C7jWC1ubPT4/OWbI2hQxT7xwpOeMk89Kj/AGf/AAp8T/gX4h1Zde8FXdv4Yv5GSW7vtSt4R5Ssxj3Nv2hyOOOMk9hXlP7IviOLw34vsNVh8NQX9wLx44obpEdAWj278OrDK5JDfwnBBBAI91+M/wC0vYeKfhxrnw7v/h2ttc3cMMYuZJ1lNsyTxuXTCjDEKVyP4XI71Uk6c1SWqbFQrU8bFYiq+SWystH66M8Z/aE/ZmvvDHxO1CL4Wyf2hok+y4tJLu8jSe38yNZGt5d+zMkZfaxUbWxlSQQS79kXwhrXhn4v6P8AFvVLnRk03w3f+dLJeapEY2k2kKrbGJAyR9eneu0+OV1DF8QtTlklmVnlAC7R08tRnr7V4fqWhp4O01NDu5TJLOwuYzGQSwIK/MnJXHGM9cmuulWnVp2fY8TH4Whl2IdWKbUW3a+l76dD7z/Zn/aLsvEP7Qeua5478ZaaulNppigmub6OMXsgm+UrGT8gALYUHODzknNfQfjP40fCjXWWLw14u0mOARlDHBqUZz6g4avxnn1K4e6JN7IsaDAQow3N79OKt21pc6xdrdW135cjcSKjcYHcVw4jK41qntJTaOzA8aVsFQ9l7FNXb3f3bH60ya14attNmv59csoLWKIvJO06sNo5J4JJ+g5Nc14d/an/AGddX0qeSy8dslxbAiKG+06WAyHJ5UsOV469sjvxX5/eGPiT8P8AwN4D1C1luZLrxFfSrb2UkY3x2MCjLSEnguzYx1xtzX1x+yv+z/4O+JOqf8NG/ETR/wCz4brTobfQvD0cB8tEXhp2JYkl9u/nP3z2xjz6+CoYaDlUk7f1ofS5bn+LzWtCnRppNq7Td7Lu3pa2mlnufP8A+174q8UeIvGd94isLeN7a7ck6lZyBgFKj5E7hcA5JGTg4wM1zX7KH7Tvib9mjx5BqgEt34fvJUGr6cJOCv8Az1UdnX9en0/Tf4r/AAi+CvjvR7G41rQIIrRLd0+1xtt8k7eWY55A5ODx19TX5oan8SvhhYftB2vgK68LaBr/AIdt3vf7Sl0ywVZZfLacpsborbFjPcZJ+lduExFHHUHBRdlvc5M1wFbLMXGvKprJ6P7t18/uP0kk/a58FWvwkk8X2XiCz/se9tBK1+FLF0POAMklweNuM5BFfEfxB+HHhvxN4pu/E6fD7xS41q+kvhcRX65eORywIBfjIOcHGK5XUPjl4e8JS6joPwz8LXNn4cn1KX+z7HULwO6wl1YK4VQhYhUyVAGR0r1HwtoGmT6ow8U317p9nsgEBtHkkdMqd6keeg4JAB4GF9+MqWHWEu1Lc3jmEMZOz2Xbv81scfafBrw3oVnLrEHh/wASWsyIRs1gRvCoJHXk8kdOKpT6Locqsq6Nbt3Z1sE6/XFe1LpHwlmI0yTxD4luUkO2MXkRdAxPBx9pIHQdjWR470u18HfD5/FGp4jtw8aR20EBEsu9sAZz1xzj2ropYqmvdk7tvzNJ01L3obL0/Q+Pf2udNt9O0XRoLOzjhM91M52RBSwVVHb/AHq8HeJF5Ykn2r7Q+M3hf4LfEX4k6Z8OPGTaxZzpo7X1tfzXa26kvHvERWRCQx2BR7muQsv2P/hOYHk1G812Qkny5Le+hAxz/wBMjmvSp4qlCmrnyGZ4WrVxspJq23zSR8xY+b0AAwB9K7n9n/wlb+J/ip4cs/7SgjZ/ENlGIJWIaQNKM7eOeg/OvVtR/ZL+EKorx654jjeR9q7pIG28gf3BmvQP2UPgB8JfCHxA0a4v9Gvdb1a81q2OhXl3OLZLKVHBBO1iGBOMluBinPF0ZQaT1LwuQ4+c41XFcm979PzPpb9pr9jn4m+OPijB8SPgZ8U9N0JZLSNdd02dXZb54243beOQFHIyCoOa8A8QfFL/AIKXfD74jXcvw3+BN1BBA32dJYNJe9jkAYZcMSQdxAPHQV9B/Dz9vnwL4qt73U7/AMDXekaXY3E0F9q99qUOyOVeQNv3mZhnAANOP/BTf9nS2drBTrrxK+VdbJdufXJYH9K8GlLGUlyVKKnbTX/gfqfXV8Tk8v3kMT7Pmd97X+TPW/iFqeqeN/2TYbvxzqd3o2vL4TTU9SGmqbVY7xbffJEyA52bgQUJr8c2uSt+1w6qxMhLKxODntX6QfEr9vv4C+KvA13o+kRy3EN5A0GpC/doSY3GNqhFZmJG4dsV8m+F/g58D/GHjiW90PxNLb6WrGV9OmLSyxRg5baTGpdR7ZbFb5bCWHjPnja7Pn+JnRzSvRjh6sZNK3xK7vbXz2OG/Z70ufU/jF4dDDCrqKSAkf3TuP8AKvvnSrSO8s/N1DV/LwxwijkjPXivlv4D+Lf2a/h78Yb/AFnxNoEmp2506a20B9P1JrQwXjlEjnfzI5AUC+ZlNvJIGV6jq9R/ad1668Unwh4Ag0l7mO7dTHHqFs9zKFB3KrMu0YAJBCk/WrxdCeJkpR0PMyp0MJSkpyu3K2l327Hsmvay1z4it/BWj6Sp/wCJlYyXLbQzMpmDFcH/AGEYkd84rzn9puwsvGXxEi0i68RG10qCzeNLlrE3QhdVDZWMH7h6BlJGQfSrfw8vm1u+m1v9oDVNUGnrC0ITS7iJLiRVyS4YuVDMGCnAAAUnHUHyvw98KzZ+Jb/xJZ+KVJvbgtZ6XHvlMEZY5R5W2qGUHOehx15qKNFQu10PYxtapUoKlSp+7LXXRq3defrcqaT4C0H4ieDLseGdGH23RbS6urmefTljNwBJAiLHg5ZiZOmMjntkjkrj4X+OfDHgaXxpqeg3VpaJIIGmeEKpL4yhyMk4IyK+svibcR+GvhpqieGfEdvfza8JEs4Yr/f9lBURnZsBIGcnA7g9K8R/4U/4Xl8Lahf6v8S9Wm1my8Tx2ltZxWLtFcWCKzSXILOCCxCKiEc7myRjnqoTbWx5uOy1YatGK958ru1ol0Xe7+ZB4x+CXhG/+Hll4x8LPZ6fZ3U8FpbzXavJI1wsMksgLImPnx8ueg2g9c03w/8ABs+GvBPiNfGXgeMavZTW/wBmF4oURxhHkbqcZZdpweeOlWW0vxLpPj3VtQ8HaRr11ZaeZG0hdWV4UuPLz5LNGrYBIK/LnjaeT25jRPDHjvxfro0nWdcn+1XF64Ml5fP5RmZXxKN2QVB/i7Zpcj7mHssNGtCp7HXVW6bNdV327E/w00LQPiT4t0TXvE/gfS7DRtRuPskVvZnYJ5uVVQhcsZGfbwvXcMDFdZ8Vvhb4S8B+F5/Evg+K1jg1KeKKCJInV4lG4srbmOeUB6A1wZ+D3jCx17SfBmr+OJxZalJHJLqUcU8ttpjGQrmRByrrjd0z0IyCCe08TfD7xvqPw90d9Njv9TWyaG0uLSG7eUbjlRMFkUbAQNx543YxxTcP3qadvIeAjTdCpGdL3t09L3sk7W6W6d/Q80kEkjeueBxxSz+aipvPC9GAxW1a+HvErTm1svDt48ygsEW1YsB7jFRXng7xtNL9ovPDWouWxjNq+MflW90VySS6mXax25dWuC7MxG0Cv0i/4Ng9UfV/+CsPxIuAhWOH4MajAgYc4TVtGX+hr87YfCnimG+iSfQbyFnkUKHtmB5PXpX6a/8ABtj8EvGfwu/4Kj+Pta1WBbjSdT+D2qSWOpROpDl9Y0h9jKDlGAzwQM7SRxWuFkli4IzqU68oxajopK/lo9z92aKKK+mOkKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAPkf/gurYXep/8ABLb4k2NiUEsl94cCmRwoH/FQ6aSST04zX4BZt7ec6fFLFIVyu51yW9wvWv6Bv+C3tzbWX/BMr4g3l2oMcWp+GnZTEH3Y8RaacbTwc9OeOa/n/wDE+s6jr+uzapqStC8spxEIlB28EKFHb6V4uZfxl6fqe9lLbpNef+R03hYW3hnVtL8X61JG9omnM7plZGIVz1jbjseDxXCX103iLxLLe2USAXFw8qRzMAcEk46ADjtwK6TS7LUtb1N9J0yB7q5fSvLgtDEWYsc4XaAcnnt0/CudfQPE9hry+H72xKXSMDJDlQV75J+lectFc9JL333KmqXi3+rS6hdW0aSzSFikMaqF684xhR7Ckt4Ly4aNLeRAJH+Ybc7Rxmi1tw0bQp+9Y8tGo5J96PG+p2ngjwJqfiIl99jbtJG0cq7SQp4bHJ5wPai/M+VFvlpQcnpbU+PPj5qTa58ZtdmAGFvzCoXPRMLj68fnX3L8OPDmm+EPhx4E8NyFV/sLRYL2+LdFkkP2hx+RFfCHwz0W++Jfxe0nSLp2ln1fWoxO55LF5BuJ/Mmvtz47+In0jwX4v1PTYljEGnXSRMpxtTYYkA+gIruzBNKnRX9dP8z5/JkpSr4mXn/n/kfBWpXz6vrt5qsh+a5upJWPuzE/1r7Z/wCCXfwU074heFvEEni/R7uXRpY5JLi7trSOXyhHG2OJGUZ3e/8AQH4ftQCefWvvv/gmt8T/ABl4O+BmpW3hu+uFK3l3EIYLQyGRHhHyEgZQE55yDzW2bcywdo90eZkahPNI8/Z/kfTHwG+BfxU0PS4ZvCmkXEnh147me7sJY1nZI/MjjDy2znYiOxixITgcNk7ePlj9rn4N/Ejxd8Uta8YWekWOn6PA0kkQOpKFjiU55ZyOg79zX2X8D/G97oHg7X9b8U3GrMdX04R2E17KHhhk80SFUR4dwO4HEivgbmz1rwz9pd/FerfCPxbFp3mX9vDZxw+UsZdnZmTcq8ZVVDZJHJJHpXylGrUjinsfWYylTq4DkTskua3psl2T1PlD9n6+8JaB8QYfEPxC8W6cul2YfzLS5V5BcFlKjA2kcEg849q9Z+JfgX4V/GmzjHwdt4ZdRtoZp47XR7WFGugUwhdmZSqq+zIwSQzYwQM/NOvaXf6NAVvdIeJXcqHZG2swxnaT17V9I/sjfEhvAmi3smm+B4NQZrK3mnmcxrKqrkbFdkJUHcSVB+baMg4GPTrrlftFv+B81gsRKq3hZxsnq3Ztr0+7sdn8GvBOs6t8Nh+z18fdHvND0+/3xafeDUIvMhZst5wiG95I43Xc6opYruxyOPmLxN8E/Hnhlrme5trP7JC4xdDUoQkik4VxuYHByCMjvX1Hqnx00v4ufEnwhb2XhD+zpdLOqu06sHknElphULAD5V2Egdt7eteIeONLXxBpk3hu1u5FkuGjGTHkAhgccH2pUK84NaWvq/vZpmOAwtbDxqQk5Wul0vbboegfsaahrP7O3h3xN471nWtJsrjxDpCQ6azXcU0xVGLHygCV3t8q5PCg5PpX1b+w58evA8PgC9vPir4n0eO5l1u4nhsZ9WjZoYjgg5Y5OWLHJ9a/NTxBJb6bKumozeZYRiCQwsJFG0nkFcjkYPsaxLXVbpJfPmui7M3yxSAgBcfzp4nCfW4tSe55eB4gllNdKnSvy3Wr39dOmtj9hvFHxM8BeJb1xp3i3TpYnk3RxQ6gmPbHzVzvjb4ieAvh74d/4Sfxh4iitrSJwojtozPK7HoFVMkn36D2r8rdH02SKdr8alttkO9t0mAD6E1674V+MngLRNT8K+FvBXhx9evIX8zV4p422aldSAgQrghgikp0xnbk57+bLKYQ2k2vQ+iocbTxN70lHzu3v5WV/vPtzxH+0t8GtU8HSXHgTxxazX91EyLDewSQMmQR8wYZB9B7jNfnr8ZLnxO+uS22qae9pbvKGUBgfPPQO7LwTweBwMHvk1+hX7I/7L/w3+DOm2+u+M5v7T17U7yS61B5oAqQ7uBGuDjgenGc+1S/tofCX4K6d4B8T+P9QtNN0u+tbP7TZ3F8ga3mcD5UKE4JOeo5zzWOExeFw9f2UE3fqe1mGXY/H4BV61ouKvy+X+flc+Z/+Cf37a118MNWh+D/AMUNQP8AZFyRFo+ozykiycn/AFTH/nmfX+En0PH1v+0/+0P4e1f4bv8ADPU5N763bS2dhp2n8TzySIVwCD8q/wC0cD8xX58fCv4pfBXxXqvjMfET4Y21/ZWrGLw1caDDHA6OyzmJ5GYHcmUQsMBiM4INdb4Q+Meo+MPEOkeBLrSmMG0eWTdF3hAQEOpODwqLxkE7cV118DB4j2m3V+v9bnjYTM3Sw6ouad3Zb7Xt/wAMWLr4K+HH1F7BPhx4vRYl2Bbe+RiWz1++auXPwy8OeELJPsem6nGkzlpBrkKOx4A+Tk8DnP4V3vgjw94WexEvjXxBq1ld7WLR6YZGDHecYZrkfwle3Y+vG5caH8PNWjMWjX2s3uoRsDb/ANqQlgwJVcZ89/r0Aqo4hQmuaV18z0Eqc42hu+9jxK90HRZ4cpocC5GARYooP6V8w/tMWq2/xVurKCFIkt7WBdiJtAzGGPA/3q+8fHtjpvh7xVonhfVpppJtVLmNNOtWPkgEAEgZJByee2DXzt4g+F/wO+N+v+JNdiudV0/VrHUltWtp9SiDTgBl81VKE7QIwDz1YV3YfE0W+ZbHjZxQqTw6grXv+S1/M+VUjjWVcKWOec9KfGA3Dt1619PyfshfCC2tA89z4iEo+80d7Dg/gYuPzrG1n9kz4V2xMWneJNfjkVQSZVgkGSQOgC+vrXUsZQfU8GhlGNxV1SV7ef8Amdb/AMElfA+nap+01BqdzqNrLFF4evHmgLndGDhPmGMcg/rXv/i/9kX9of4Q+Kte8f8Awv8AGmneIfDkUlxPpHgwNIjqH5Co5OARwDgjOBXHfsxW/wAJP2W/Det/EDR/A17fan4f8Pl9a1F74RyX0MtxEgVYySikM6cDnCk+te6aZ+3n8LoPCMfirxr4futBtblEk02GS7jmnvEZc7kRMnaDkHOK8bF1MTLEe0pLmi0lrb/hz6/LqOCwGDVDFy5Kkby3el7LV7dNjxH9l741f8FJNI+NGgeGvFHwcuNP8K6j4giGsyXXhxnjit3dVdvMY5AVehz1Ga9m/wCCuK6defARvEthr98kiX8FgbAzkW8yFiwfywcbxs680W//AAU5/Z1vnSG4OuocbBJJZKBt9OGNedftT/tWfs+fHTwkvgy/spJdJmYTWsn2p47hZgCA+1I3VcEtwSQf0rncKtXGQqeyULb26lYnF5e8prUI4pTclpzPY+D4J9iugUHcB65HPX+le+/sKaZdR+Mta1XO149NEY+rOD/7LVLwp8IPg3pfhbUvGmq+Lo7y3hUrbK0LsBISMJJtUMpx0bAHX0rtf2d/ij8A/AXwy1rRrLw5J/wlct+93/aw1pIrb7DHEMQ+VLE2X3mRt25eMDDZ49Su/bU3CJ8LhMH9XxVOdSUbO7Vmn37H0pBp1mypNc6iZ3I/490HBOOnHasfwZ4ij8ReMl1OWzSDTdO0y6VZFUHDefGEbk/eOx8Y9cdSK8P0v9o74k+OpbmPwANOFvBEgY6VdW5aNsnBkzlmD7SCAVx1GOldFrmm+GdT+Eer2/j/AFDU28TaiudOS3vUitoJJGzumwzuyxozbQMlsH3z5kcG4O0tz62hjKfI6lKLbXdNJ26X1b+44L4raZY6xq2ueL/E2uOJYbxWt7dtMM73aP8AwmQ/cZe4I61ifED4Up4k8K2/jvwH4bKwXl+lnHarYqkwK28LvIyqSFXdJ14B/MDtvgF8N7bwZrtlbal40gu4sT/brogwxRM0bhSryEbgcjBwCCOldj+0baahc6Np3w10rxUH/s2F7m71SG5eV5HjgcrGSg5ZmIXJI5OT0rtvyVVFdDy55fKvg6leqrN/Z3bfrfTft01PBLb4dz+DvFvh3Sfifol3DpurOJ5bU7YmlQLhWUlTjOcAkc5ro/iJ+zleReJrHSPCsFjJfXlgL230u0t333EUjzMjKSu3CrHg84AAPQ1sxfCrwLpEui63Y+OvEOpXE3haW61G3g0ws8GqMJGjt0Jk5RdsYZ+oLng7ecCC2+J2k+CL2TSdP1OCW9cwyTX9zIslvbYLsEGeCSFj75545wNZJyd0cX1ei4ONWk7NX03Vkuvdvvt2YvjHQfD/AMNvhl4e8XN8PdPurpYm/tJL+PcJneVwvyhgSAoxlcdOtaXwf+FfgfWNS1eL4leGbNLn7NHdWttbyFxDEz7TIFRtwjy8YBP94c1zOmfDTxd470u6CeIjbTRW8LNJf3TsyR72UptwWBBIYgZ+XJo8NfDXxY3jC6TV/Ft153h2VWtJbgz7NWC3EYMUMy52qQS2emF+lQ6a5LXJjyRxNKXsbxSSs0rPSzb017+pq/GDwTafDe+sfCumy2zIkDzO9tGyqzM5AOGJIOFHeuKWOV34ODnOSK9C+K3gDxqviIav/Z+o6lZ3Fn50V6ZGmWJQ+wRliqnOTnGDgdT3rmrXQPF80TTaV4evWCsEeSO1JAPp04NbU3aCuzsrU4Ks1BNR6LyMGdpPOJY7S3YDA/KtXwneWej6odTKSSPbWs8pwP7sTGkfwT4ySQq/hbUWkPc2rk5/Ktb4e/DPxF4u8Rv4RkimsHvbG5iE88DBUZomC7uOBuIpTceVsinGr7Rcq16H7Zf8GlUk0/8AwTn8b3E/3pPjfqbH8dI0ev1Fr80v+DWTwB4s+Gn7A3jrwt4z0v7Jdx/GvUWVRIrrIh0jSAHVlJDKcHkelfpbX0uEaeGi12MsLCcMPGM1ZroFFFFdJ0BRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABX5N/8HO2lXGoa/wDAq4EyRwW9h4sadmbk5fRNoA6nJHbp7V+slfld/wAHJ+vP4e8S/BK8tLcS3T6R4uitkNusmCz6Jlhu+6QO4Gee1cuN/wB1l/XU68C+XFRf9bH5PWE8dxOggaIbZFOVXLDkcZHSuouNRsPAWieI9O1cJNcX0z29v5GyXDMQT8xB28Z5HPvXJafJNLqccksshdnViiqCQTjJP92tSPw74k8WaBdt4d09r549ReWd0j/1acjOSMKOg5xnNfPaH0tRaK+xzeizXdo0+qW1vbyiKIqyuAxG5SvRupweozjrVFPIjLLHGu7uVA25z0z1NWo7LVLm0upZUPkwKqyyDaAuWAx79D7U+zsUu3SMAMqnl1wqoBzT5rGijd3M3xLc3ekeGdV1h5I2istMllJZDgsIz1Ofz+lfIvwK8Jv8QvjR4d8MOuVv9ZhWb2QuCx/LNfRf7XvitvCXwo/s3TZZYptWYW0mXBUoSS2AOnAwc+tedf8ABP8A8Ofb/jDd+KpIQy6Fol1dISOBIU8tD/304P4V34Zulg6lQ+dzO2JzOlQWtrX+e/4H0B+15rVjb/CXx14ps3AS+t47G19WDXUKjH/AENfCdghJAHc19U/tv63cWvwjsdIiUJFd6xHuVT97y43PP4sK+W7EAMvqDW2Vw5cNfu/8jh4hkvr3L2S/z/U/SP8AZ6/Z00nVv2TNO1jxT4a1I6hbtFHo5t7CJxcyPuZgGLhhxjGAT7Y6/QVl8LPi34M+HWrP4t0RNT0yC2e30mSSUTwLKLZAMXDfNEyB4Q0S5J6EALgeSfCL4u+PX+Avhzw5DqV89nd2dmbhba2K+WfJZGkEiryeT8vzda9zvvFslh8FNO8F6pe38OrLqE1xc3GpSLJJKj7Du3eUjouUB2MSdzE9K+Rxk6vO2+/9WPrsJ7KlRjKG6hHW3lpfufm38YPg18SPChvfGPi02dnFNdlY83y5LtyAqgljxntxiul/Zj8QfCPwtpd+vxT8TaTdy6kyLZ2tzA0rQbcg8lMDdkdD25xXbftx2PjDXvB3hu5ubCS7hmu7iYSGM5jUKu0u/UswYnB4AwBXy/FBLYeJLKyv9MkiKzoTG6srbSQRwfavUpt4jD2l+B8ripyyzHvkXMl1d9bnvnxD+CUXjzWW8b/AjQpdQQ3MSSWmnxwRW9tsQ7wD5mWY/u2B2jGWB6A13/xh8Cy/HT4LTJ4ySTS/G/hmGGS0tJtRjkjuNzrC1tIqBjHKww6M5VTsZcliBU3we+PY+Hvwrsoh8OYZbOCSWH7RbyRxPI2/dvchN0hy2NxzgKBnAAGZr3j+w+Jlz4+8Y2GhjTIrsaKrWtuo2oY42QuemWYqWJ7sxNYxqTU9vhtZ/cjv+rYbEU5KUneau42su6tofNmofCfx3pF1bWV9Z2kMl0+y2STVbcbjkDAy/qR+dfT/AIQ+IWtfAr9l+0+C8GsaSdSa9uZb2yt71fNkM3IMkgPyIoxhRy5bsM58M8Z6D/wkV3a6la3GU0kPM0c5CK4G0j5icL93vXDa5qsbSS3OmyTYmcmN2QnJJyMkCu1ynXgrs+XqVIZVUfJG99Fd+mu3c/Xv4P8Ax6+EVt8K9Jg1/wAbaHcaudIgjnuDqcWRN5Y3g4I7/SqF54v8Ka/diSy8R2d24GF23yHA+gb61+RFreNPGbGa8MglUeZIxIYH1Ga3/B1pY6Xf203ibxAbazkmVZZgSSkWfmKqBljjOPevKnk8FJy53d+R9BS47rcsaboJ7L4v+Afpv4z+OXwh+GGt2lp438WmOa9UmKKxsXuNi46vsBCD6nPfpzXBftQfGjwX4r+H1z4c+FviKz1UOEkkSKTy3kIbO1d4xt7knt0r5x+HXiLSP2hfHOsfCf4YeGjbWGr2sdtY3txDufSreM5ac/NhmcBUJbJ5wMEZr7++AvwO+Cnwt8O/8IDommJelbFIDcXkY3zOFwSwJ5zk/nXDWhhsBJSldy7fr5fefTYDF4zPITVNKMNr679l301vZbn5LeJL7xPH4hFzeiWzurR828MbFBblW/g54wR1znI5Oa++/wBgX9uuHx/ocXgD4gzRr4m0xdyvO3GoxAYDgZ++B1H4jvjkv+CgHhT4LfBHwtY+LNHt9Hg1Gd7qNtJ1WIStKwikZGTPI/ebQR0Oe1eBfD/4n/Cuf4UaJ4tX4atbeOTqAnj1PTWS3tRCJZlI2gF/MyseCGC43ZBzXpVI0swwqmlZdPI8KKqZLj3TlNea6NafjqfXP7a/xM8L/tAXEfgK4sb3V7zS5Uvrq00ebyvIjVGRS7FgC2WxtyT3xXzdY/BLwzqUxefwL4zt1Mhy8Vyjqi9urVN4L+IOtfFY6rcRaaqXNnFEkM5uG5BIUIxVlJAVCRz/AA475r1fRtD+GlpaC5u/FviSOcOf3NorYUdsk3WT1xwB0/LKK+rQ5IyO+liaeK/eS69rWt80eWan4O0Hw5IulrpjmKKNRHHqNojz9B9/Gee/X0rLvfDWkTyqE0SAc5INmi/0r3S28J+FNYvYp/BjXM0jKy3UuqWx3KVAAP8ArXyTkd64Dx5rXhbQ7nxXFqaajd/8I7ZebctZxFUl4GU3chCC2OeuDXVTxNKfurcJ03Fc99D8+de3XWs3d05+WS5kYY92Jqmiqobyx26ntzX01Z/sz/A7xtoel+J/C2q6qq38TS3Nl/aULyW5DMvlt+74b5d3fhhU97+yF8Gg6wx3/iSIP94i7gcD84hXpfXKMdGfDfUK8p201/U+Y4Io5XCO+Oepr9Cv+CZ/wK0Tx7+zD8RPDF/rVi39q6mILO+DkpFMkIaNx0OVYg8V88R/sm/DSfVoItO8Sa4I2lw8csUMmQMEjIK44PpX1Z8K/jd8J/2Wvhxo9p4M+Et6umeJ/Edxb21nDqqs63UUUId28w5AO9Mc4yD6VxY6t9YoctF3lo/ufmfQ5VldXLMT7fGpRgk1fffTpc5bx18FP23P2dPAVwuhz23xFvb2ZY7W4sklMtigXAyhYGQY4GScYA9K9X/4Jw/Gf9tXX/HWpeGf2nfh/Lo/h7T9CMmmTXPh/wAh/tCPGqoshIzlSxIOTxW3rv7f/wAG/BMFu3jCC9sdWKZm0m0eO5ltWBIxIVO0N3xnPtVex/4KXfs2alOWun1qMEkustmvzE/8CxXlVHia1CUJ0U2+ttfl0Pfhicrw+JTjirW+y3+fX7z5+/4K92dpp/xc0VrHXr67jv7GW9eC9uDJ9mdn2lUz91TtyAOBXyTBJJOiW8MYJBOCDyfb+f519Xftb/FH4HftH66l3qr/AGDVLOMQ2l/a3csipFkna6+Ttbkk8EEHvXnXin4ZfCDwF4Bs5p9cgvdQv23xMyOEaLjDo68HnIIPIOeOK9HCv2OGjCS1R8LnOHjjMxrV6VSLjv8AEvJWt3PXP2ItNuLH4TQBbhYxd6nLI7EcAYC55+le0a5caT4Z0a61uWQ332aLzCrZAB7D0yTxXiFr+0P8EfB3wj8PR/C3wytgdMsYLXWF1bXY5I7q+Kl5ZVRoldI2Ythd7EAD5hnFVtI+Lfxo+IdjG+lT26WF7JJFHPYT25g2MSu5VQq2+MjuxB9K46uEnKq5t6fP7j1MBWw1KlCk7y0Wyb/4B6/Jq98vw78Ua9cP9lvL++aKxeHC5XyYUPI5CBg27jA6nqK+bP7G8G6JrWi6r4lme/bUJSL3S4tBBMBDFc7mOJM5zkYruP2gPBHgTxr4W0Tw/wCFfEV9Z60jtJq19qN4GtkjA+WOGOLcxdiXJLEDIx6mum/Z/wDBFjBHc6PJ40S3AmtpLG8mmFs0qR72cbWJO3HDDoQK1jBUqd9dTorU8RmGLjT5UlHZ7rvtp2t2PDPFvwF8WweKdKsPDvhxrkahp1tdoLK1yFM6KyxnqN/zgY6+oByBd+Gnwz03WPHmrfDTxfpxbV4LdLXSUuWGyCVjzvUKdwGSAAQdxHXpXoHxusrn4k/EVdQn8Ty6bpkd5aacTaGR8xO0jSXHGFwny5GSTuGOlc74s+HHhvwtB4ktfh/r/ibWCddEOi3EemmMvYfvAJpT5hKPuSNtgyMMfm4rqi5Spa6Hj1MJDD15qMHKKf36dF6+tjm9b+A2pweJ9Um0K0gvrHT9Ua31BLSBwLEidotrFwOSVOMZyOfWtD4taNpHhv4izeAvCXw00l11gOun/aFzLAEyDtO4bXOCMNnntUXjFfiXaaRpejrBqFrYptuJ2+1ymead8g7+eQigDOBjcapy/BzxrrGkxeKNP8ZpatCLt223jtNNLGSx2soHLjAUkjdggZOAVGHvXbM50aNONSNKk7uze2ne19lqdv8ADr4GfDTxZ8PoYpdPso9cNzPDNduGmjWSMhmiJjbbu2MmRnI3CvPfH1ulh4u1DTLQKIbacwRLGOip8oHPPQV0HwX8Da9FdL4ruPEl5Dc6l9ptrjTZJJ7ae1YLEyXDOVZX3k7OhI25OazPE3gPxp4e1m9j1vw9fZivZI/tckRZbgjBLqeuDu6kDPNFKPLJ63OqCpSwVNwp8j2bW7SWl7dXq39xzcCzK3mKB0wQVzmolUs3lNIQB1FdA/hbxzcWoS18N6gIZV3Apat849iByKpt4M8XKpx4W1AAcsxtH4HvxW10yHCS0Vyl4g1OHTPhtq0NlG5a7nt4NzDjGWY/+g1/Vf8A8E0QV/4Jxfs/huo+CXhTP/gnta/l00z4G+N/iZ8O9Xh8P2+L3TruCeGyuCIvtKhZAwVnIG4bgQM89OuK/qQ/4JwWN5pn/BPD4C6bqNs0Nxb/AAX8LRTwuMNG66TahlPuCCK9DKmnVmkTyVliFKUbRcdH82e0UUUV7ZuFfz0/8FsIbb/h6P8AF6e6uN6re6IwhXIx/wAU9pfBOMc9cDNf0LV/O5/wW1uVt/8Agqv8YywExN3oYWBlOAf+Ed0vkkEevSuDMVegvU9LK/8AeX6f5Hznos2nXWm6kbi2REWybY29iQ+5QAoGM9eR6ZrvtO8LXPj2x0fwvf34WxisWuDbvcOrfNIy7kUYUcgcn06V5x4cRRpuonaJMWRwDwv31PGTXYeIPiJeeALmxlsW3XUlmVk+UFRGWJ2jIPf2/pXhM9uqpOWm5x/iy00nQbtNM0uL7SiiQhm5YgORk5PcKDjArOstRnuGZpEWMFcFjGvA/Lp9Kua7f634lvI4JdLiknmzIFhhG4l2LDO0c8EYA/KqM8c9k76fcwNFJGdkolUKynuD6fSludNNK12fLH7X8br8Y5d028Gxh2t6gZAPt0zX1Z8CPDEmj/skeCYLZQjX0t3dSkgAks4AOf8AdUV8uftiWhg+KUMmV2tpsYUrnopYd6+tvhnqcU/7MngK1t5lAh0cs20dSeMfoa7Ma5fU6SXf9DxMohH+2KzfS/5o+Rv2w5lk+O97bK2Rb2FnHyf+mCN/7NWR+z/fLpfxh8Nai3lfuNXhcGY/JkMCM+2ag/aF1dNe+N/iO9j5VNRaBec8RAR/+yVX+FTyp490gwEBmvo1Us4XGTjOe3WvUjFrBKL/AJf0PmMVPnzGU1/M/wAz9Vfh54m8Zaf4S8Q+LdO8M6ZqWqafp7T2/wDaZKziEZ3RWyB2WVypIAdcAHOOK+cdT/bI+MtndQDxB8N9Ogv5ZWW0tbhJYmVAojVtpbrwRnpycDoa77x/8XdE+AdlqniW4tJNYka78hUE7ohYtlZCemBjI9enTmvnf47eM9H+IXiKx8c+FLaa/wD7Vie3FveR5KTDAJAQ43HOfTnNfK0aMZ6yVz7POK3sFaE/eSvbTq7X2+R9JfFX4w6QPgH4W+J3xB082ep6rBtaGJmZ47dRxEgJwASc7jzyfavMdF8b+AJr3R7/AMOaBp97aatqCfaIZ7AKyqHUH5R8245PfnHvW58WtP1/4i/Cvwf8HI/CIutQ0xUN1dTXKxQQfJzHvLAMMsSehG3HPUeQaxrOh/B2OeCw8VQ6rrKRqLVbe2ZYrXgE/eALEDjIGPQmnSppw5Vv+nQ58XjcRQmlpyJLVrW6333b2sj12HWtO1rSNSHjy8t7OUXczQESqXWMH922PM4Prxziua0jVdK8c/Cmw0nTbloZPDNlO+pm6jKrtkuCVKEZ3Z3qAOMnPpXmunaL4s8e6dH4i8G/ab0XEp/tJYiVFq45/eOSAq453E4+nSvXfCHgTwOfh/qvhyLx9baj4lv7ZZV0jTb2FI1hjD7zLcTyRxh1OJNm75lQ4OStU4Rg7eZxSx2IxcrcqStq39rqu3+Z5RqnihrpvKJEVvA5+zxSY+Ttnnue9WfAth8M/GfiWPRvEkt/HKQZvtOmIWKKis8m5OAw2AnORjHel8S/CqPQPFLaO3iXSdYjRVeS40PUI7iIZAO0shO1uxB6HNVvDvxE8P8Aw/u7+NPhfps19cxC3tNQnu5/MsyeHcANtbcpI6DGc10RSlszx1h0qidZXV+upmfETX/BSeJbm1+F1lfLpcbeXbXOqSBppMcF9qgBMnoOSPWs7Tvh/wCIPENzHJougzyRS3Co91LEREm4gbi+MYGcnJ4qrdarJdTb1tIYccBIIwoX8Tk5981JrPiPV/DmhxfZdUn/ALQ1L5ID5pJhtxwzf8CI2D2Vx6Vqo9EckaNKi5Ttp2SsfpL8EfDejfBD4a6X4Q8KX0F9bw2qvd3EAB8yZ1DM2R6k/liq37RP7Wui/Bj4eXVxJcOdUltymm21u3zmRsqHbnOwdMnjt1r4Z/Z8/aK1T4ZeObzVfF0uoXcV9BGjGG5KhHDoykpwGXau0gYwG6HGKd8X/HniL40/FbUPF2oQo1mIXjtLWSUCOO2QEpHuOBliM9jubivG/stvFc83dPX/AIB9wuJKayzkox5ZL3Uuy7/11PHfFFvrHiHxHN4j17W3uLm9ujNczOCSzMcnufWvWtT1LwvqGo3UVh4pQIxYF7m0lTP7wEcKGrkpfAfjqDR11uTQJGs7WT/S2iKH7OQyrh8HK8so5/vD1rr/ABP8JPG3gu9i1j4haaLG01eJbnS5576JVuYXIZHj+b5gV5r1qkk7Js+S5ZWbSvfV7nv3wg07TV+F+jW9rfNNiCTfNHnYWMsmQAyg4Feg+F/Dnhm/Etnc62bO4wv2ae5tN8Bbur7WDKDxhgDjuPTmvh74ZvvDPgLRtK1yymsH+yNIlvcxFGKNK7BjnsQcg+ldAlpaRnGn3Jk8xQZOMEY7Y7jmvAqyfO/U96lOcYx00SWh6SvhOUQNoF1ZQpbIj2rRPcRsLhQFG7AOdjg5GQCQa+af+Chmh2Hin4FaT428KajZNp2j+Kf7MmgtJAWSZoJWC7VxtAETdR6V9FWiT3XhiN7aQxyCBY4bskkK/lrjgEZx1xXjXxB+Efw++GPwyubvXDHdol6l3qN5qag+eyq6k4PCDMmOOeetGDlGFdSe99Eeljkq+ElDZNbvp1PnX9mhk1HTNSFvfyyXlt5UaWspCR+UzMWcuxAGMDAGWPpjmvoX4L6R+z3Brtyf2ib/AFC50iWxYQReHtzSxz5+UncFBGM5AI69a8Xsfij8MtMhWx0K60+zgUny4ILhVUf4n3q43xP8IeSCmtWeSe14vH616lbmqSulY+Ow+MjhqilTauv62PbfiL4g/Y8sNJ1Lw98LPCGuzTy2YhsdSvgyKXDjbJJD5zHhB90P97vjg/M37QvjbUvEHxHvrW3vJoYLO2jsfL3bS6Io4OOSuckAk4zjPFdWnxC8JzTKn9qWrsD1W5X/ABry74lo/wDwsDWQGB/0+Tawbtnirw1NRZnnWbYrG0Fzy6rRadGc9+85DcAUplmjwY3K4PBBqTz1j/dMA3HA9KhlU43E9egFdZ8xqbdrbQ6hYRz6d5sl0u77VCkZO0DGHBHUHP4Guh+Nl9pF14d8Px3luf7aOnr9tunzu4GAnH3iVKkk9CD6mrnwO2WNjqWorpyyXLosdrNJkrEnJkbA6kfKRnuK474mamp8Y3AvJZMRkeWmP4SMjr9ck/WohC9Q9eOGWHyx1utSytbRa3v6u2lu5ynxPlH9vabEYQgi0i2UY53nBO79cfhX2xqkD/8ACPSxeUYkntDHvZSchlx0HPfoK+fPCXiX4HeJdPi0Xxp4Rm1HUbixitbK6IERsZgY8PlcGVcKyhWPVs8YxXuB+JOjWfhW+m8WeEbm7vHudmmyw3T262jI7bi6Kp3N8yY+YAbDwc8RipOSirWsfS5C1GNRxd7pfLff/gXMTxZ8MvEkOlr40sdZtU05Cxsp4LsfvCCqglAA24jBJOe4J4qn4Xs/Eeq29/qOp3T3U/kbzdu2790o9TjgenXk1o/DW48RfFy8bwBFqBe5Ns7LNfyuY4oFKtgBc4Oa7z4vG5+BvwIU+LLRbr7NA9jZC1gjjjkEhdtrsIw8h3OTlicKCPSsqmI5fcfxdD2IUYUb4hyfKk23fTbseCwfErwy1+8c19FPsjKpIzEBTgDIOOcelc78Qvi0BokHhjwx5G9WZ7jU4id7AnhFPYDGSff61yltBceJEdNC03/TPMklljth8vlY3ZAP3QuD+BFYUpRWxuOfWt9JaM+GxXEGY1aLgrJS6q69Vr+JM15LcM0lw7O7HLOzEk1Laa1e2VxHPp08kDRjho3IJ+tVI1MjiKPv6nArS0vwr4h1bU7bRNMsfOuryJpbaBZF3Og3ZI54+63X0qrI8Omq1SfuJt+W59A/sTW0niXx3ffFuTWrWO48Iaa15cadcx7hdDlV+XoVyw3DB6Y7198+EdG8B69op8U+JvCOkLqurKl1PE2mRBIWf5jGq87FHTHboAK/PH9kP4NfGab4zW+gaRbjSpdStZLRp7tVkiO/AVWQN8+W24HPOOK/SX4m/sPftl/CHwpb+NbnWvDQs9QuVtrKC6sJZHDneArY2FSSh6A9e1eRj6FatL3HofqPDNZ08F+/ptSTtqt331fayPhD/gsD4X8L+ENe8EQ+ErGyt2msb17g6ZaCAOQ0OC23BYjJ5NfGlz4r8SCKO0k1q7VIhiNftT/IPbmv0L/4KGfsPftn+KvE2j6R8TI/B9tdaQLm2jNjeOind5LnIwxJwV9OteD6J/wSa+MepoL7XfHeiWcRXczxJNKQPYFVzXpYOvQw2GjCrJJr/M8rNMux+NzCdWhSfK7W6dF52Lv7BvxE8b6x/wAFIf2a9A1TWrlYLH4q+CrZIFuCVZTqVmTnBw2c89eOK/rer+R39ivwJcfDf/grT8EPADX321tG+OfhG1e8CFBJs1WzBIUk46dM1/XFXu5c4uk3E8nCOo6lRVN07fdoFFFFeidoUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAfyc6UtnZ6BYTzSC5c2UKhskL9xeRkfriuj002Uun6dKIVSc6k4j2sWZk2LyQenXg/X6ji9BuEPhmxtjtlZrSEmd1YbBsHAwefyrtPCcbtDpgiALNfyjzJPvDMQ569sfrXyrVpH2Ev4R2HizwPH4vj1vxb4o1Uv9glaGDbcyNIuwhQjZ4AOVGFHHrxXl2t3kFlqlxFZWauIZdiyooI44Hc88V2HiH4p6rY32peDtCXfHd3Dq5lReZGOGPIPXjnI9sVx91Bq3iLUp7y30gMIizSG0g4RR3wBwOOSahWsFKMldPYbb3M09sd7rEcFlAjXlsHj2Jr9TP2cIifgN4DhZsn/hENLBOf8Ap1ir8rQ4uGCnaoX5lBPU9unNfpd8M9T8R2/7FWhav4cVZ9Xi+GFvLYKIgwe5XTlKDb3+cAY/CvxDxuoSxOW4Gimk5VbXeyvG2vl3OiDVLE+16RhL84v9D4k/aCvW8TfGXU/EcTFbe7vBdIGPzbZDvGfU88+9fpRpdhb6XYQaZabvKtoVii3HJ2qABk+uBX5uvpSePvjfo/hmOf8Ad6nqtlZDa+3AZlTO7Bx1Pr+NfpSnUmvm/HGVKlSy3DU9OVVNPL92o/kzqwyUarhu4xWvq3f8l/SPDv2/7260z4R6Ne6bxdnxTFFA45Zd1pdElRkZPyg9RwDzXzV8UviZ8TPhd8ALbxV4B+Huk6jcXGoCO7aJHlvXmU71lmiDt5cYG4AxkElueBz9R/t06c2o/BOFdyxpDrSSPOc5iH2a4X5cA8ksE/4Hjvg/BHjj9prwl8IY7DwLf6TdTRX8byTX8cpJijPBRUc4O4gZPYdM5r7XwetV4NpxSvac/wA7/qcuJqQiq05y5LSSv6xjqYPhz9sX4qp4zs9HTwBpz3n2q2jvNkjrJG29VxjccbWc8epOeldZ+1X8S/hj4M+If/CMeIASbqCOS+AgM3mTuMvJICfU/dHTNeB+EbS7uP2hrWz8M2a3cY1WO/N/NkOtvt3lt2doGD6cnFelftDeHL745fE+48cQaTFpNlY2cUc2s6jJt3Nn/WiEEsSS2PlDcLn6fq3sqcKysrK3/DHh0cTio4ao4ay5rK+qst9tP0DTfFtjY3uq6R4W8PadLNaaM76deRwBXSVinUgqAuGZeeMfWq/xR1LwzP8AD+PUru/iXU0EIe3t5FcucqXThznByR6Y968t1/4l6J4Tsk8L+GdZa9SZymraisBXeOwQZyAOuOCcHp2uaV8PvFl1qsF7Hd7dBZFeHWLqYw2pRgSOT948dACeOlX7LlalI5qmaVpQlBRUn+EXutu217+R3/xd1nSfEqyfFnTZGk0+/unS0t5kKzM6KuQV6YG5cnJ9K8vvfEv2ub7TqlzGzOoVy+MlRwBzzgCvY/E/wv8AA3izwRpPh7wN8TdMuRp0zw6trF/qVvaafZ3DF3AHnSq8qSLgCRFODGwYYINeOp4Og043N3cww6gsBIjNvchoZcHGVdCQw4PQ06XLy2ucGMpV61Xmk997bX69ze8Bad8BtQ0e/wDF/i99dji01AlxHpi7kuZW3GJQX4iJ2sCSG6Z9q8+vNWTVbt7OzsXhtpGYLGZN7lTnALYGe3QAGukf4oaHB4H/AOEI0f4Z6TZytN597qAnndrsBv3asjPgbct9c9K5ZL+7kuBLbuY5C2Q8QCYOeMYroUWjzq2GoS5HBJNdkd18AfgPefED4raLofiazfTNGuZ1kuL29j8rfGvVFzjJbgD2Oexr9GNL8Tr4ftYdJskjaziRVtXiGF2KMDGO2Olflnq/jLxJoWtw+HfDmrzpJZgtfyhyd1wwI28/3Ado9G3Yr139m/8Aa0m+G/ge58L3lleXOoRrcyac892WhYsq7AVP3SrJnvkORkd+DMMFUxUU09uh9Hw/m+Fy6cqUo2u9ZenSx7R/wUG/a4jPgef4NeCtYlj1PVP3eoz27fu4IVODHwRh+2OozzXxB8MdOstG8eQ3usau0UKW1xmRYC5yYXA4B9SBXT6jZeKPE0Ooa5qEX228ur7zWlmkAdpGLPJIASMjCncenI9qteHvhj8SZ/F+n6RD4fka41lXt9HkWRAlzM0Y2ojA4LHegxn+Meorpw1GGEw/In6nFmGMqZjivbS6WSXZdDWtW8P6vcxJD4pt0j+1EgSwTK2CVzwFNfVUun2FzeELJMsYc43YYlc/hXzD4a+E/inR/HcHgLxDoso18XLR/wBkpOklwz4HHlqST0bp6V9YXNlbx6lNbalc+U6TFZFC8xnOCMe1cONaXLYrAupGMtLO6N3wR4R8P6sba40zUd95AXlm0y5g2NdbMsohk3EbjgDawHJzntXSa7ZaVYaPJ4h8Wx2gtdP23X76WNxB8v3uNwDDdjI6HNcVoMUVrq9qbecmGK6Uq4/3s59q6L4l+Cm8eeE28MSajNp8V6sZunhG55YQQSByAN2Bzg/jXmOzmk2fQYSo/YvTU+OP+Ci3hi60f44aZ4sGpQzW2u+GLa+sXs5RIoiLzRj5l4zujatb4SQR6p4A068sNTEqXPmyXc123liGXfgKo5Z/lAJIGPQnnHeftFeG/hH8NbTS7XXtI05oVs1trSK+wWysjSZLNyfvZI6c9K85h+LfgaT9xbazZqoAwn2pQAO3HYV7cJ82GjGK0XU+VzBU6GNm29Xrbtc99+FWmfsZ23gyZPjpda/ceIIb1pbCfRrZpbZowMqjqXiPLD7wJwD0OKxPF3jf4BRXlhcfCHwbquntpV3cXTSXkxkLwiMlEQ7/AJGyCSxDdhjrnyOX4meEmYJHrdp06/a1P9aE8X+HtbtL2z06/t2mk065CbJwefKY9vpWcaT5ru5tHPMVGgqMJJL8fvPIvE3iLVvEd7c395fO6z3clx5GcIrsck7RgA+4FZI38Fz+FS7WKhjxzk80jTiRSmAT/er0kfDuU6jbbuwiuZopwd3y/wASk8EV1vhWG5tPFunan4WeaSIXcRWcx7Qp43K3bgEg9iK40piQAnJ717D4Qf8As74bW9laaascsoeS8ncEs8jZ2KPQbdpP0561E1c78swSxtezduXW6332RxfxEl8MXnxiH/CL2flQLqEYZCCPOO4HcQOBkED8M96xf2e5hdftNWcrQEGS/vGEIGduYpSF7dOlUtP8R2th4ki1a9mmdkvEklIUbuHyTz1PtXrfw98R/B+91GHVfBng2SPxNp/2m4bWDGAJ4nhCbTCuFBTLsWHJ3dBjJ1f7um1bdHfgZxr43n0V5p2+eyPXPFVit1Hb2F1LFbhZ/MjE+djSbGChiAQASwGTxzz1ri/GHgPx18O9QS+m8QR2lzc8RrBeB/k2jBG0YUEEAAgY5Brc+IPxJ0a30CytNM8OXlprYjL3OrLfyFHUvvQJGVUKAu0cljlc5GcVf+HngzxJ8dtN/tqxvYVGnXgFxJfO7ySzFVYkYBGMAcVw06nsYXlt1Pt6tH6zUe6fRJ2fzZyF+lz4f8CJr2qym2jin23E8n8UpPr1JPXI9a5SL4jeGLuwlBvYI5GcHz5G2kgDpjHPPevSf26vGcfhzTYfBmr6Usmp6qftVwzwRRwxn5gXjjiRQoycAY6gn0r5n1DT7m701tZ0u0kWwjEaXDjlY5SPuk+5BIHoa0pVHUjzdGzwM3zivl+JVCjaXLFc17tp9dtNFY2vif8AFS+8Wau0OjRJY2MSiNY7diDNgAF3Pck847ZrkxcLw7ITg5xuqAlM4BPv70+3gmu28uEAnIABIGSfTNaqKirI+KxOLxGMrOrVlds0tG8Wavo1ybiyuXVG+/Dn5W/D+tfZ37ClhJ4N8Ejx7pl1p+qJ421U6UbC6tBKbNQG818N92RQ2QwxgDIPNfHPh/4f+MvE1zd2mg6M129hJ5d2sUqfun54PPPQ9PSvsX/gmH+zh8fviVrd34J8MTQWTRXT3cdnexeYZD5LIzLt3FMEpuOORxmsMUpOk1B2Z9Jw19Zp46KqU5OLvZ2end9tro+uLX4ffCafTrfR4fDWi5IInlutNifdz1OBz0+nNfld+3tbWnh39rfxfYeFY1t7a3voRDHZr5Maf6PEflVcBRkmv1W8Y/sV/t3/AA/8fWnws0zUfBt7rVzZy3cMU9pKqNGgfc3mBhwPLYcgcketfAv7TX7A/wC0/wDET426z4g8SXfhe2vNSlhlnW3vX2cwRgbVVG4IAPXvXFltOeEqudaVla2vfQ+w4gjPMMNGnh6bbTvstrPsz5c8CeMvFknxE0e9XWbqSePU4ZFDXjfOVcHBJPtX6of8GonjfxP40/4Kc+P9R8RaxcXDT/BjVJWjkkJRW/tjR+g6DAOPpXxjb/8ABLL4j+DtPm8Z+KfiLpcC6bE90YbW2lkZ/LUuVyduOnWvrv8A4NG45B/wUj8buYtqj4JakMk9/wC2NHr38LWoVsTF03ex8ZXw2NwVelCsnHmbdr72P6KaKKK987wooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooA+R/+C6ql/wDglr8SVFwIv9N8OfOwJx/xUOm+gJ9vxr+fp5LGymWGOAyO3JdnIJJ6D/62a/f7/gvMSP8AglR8TMTeX/pvhv58Zx/xUWmV/Pm06XEsYSPYEGPMVW3yE98ZwK8XMl++T8j38o/gyt3/AER6H4PuRp/iz7fosnkXEOiCV2hkYBHELNnd1HvjoQfoE8V/DrSdE0Wz8WalqCSXt2JJSUmd43ATeG+Y5J5A5IBz04qPw3IlreXk8oCQx6PE0pTlnHlMMde/OenWsfU/ivr3iHTo9LS3ge209GKCeFCNoUovGOeo45rzGdqU/aXRyramyYS308IHHJKggj/D/PNc78e2luPg3rxE4Vhp5BTao+XOc5HbjGK6dNP1JLY61LpciW5fZ5vlnYWPYnpn2rmfi9A1/wDDDX1UrubTJF2nkgYJ6D6VpS/iJ+Zpior6pNeT/I8a/wCCePh6PX/2p/D7Sx7lsvOusEZ5SNiP1xXun7T3nWPwa8XX9zLy9qsabTj71zGp/nXj/wDwTYv4NN/aOW6mZQV0W6K7vXA/pXof7a+uDT/g/eWTS7n1DU4IRjIwN7Sn/wBF104pSlmkY/4fzPIy1wp5BWn1fN+SR8iWgAxxX27/AME9td1OL4TS6JpgUx/21I92kaBmdWVRtcF1+U4GOc8HjiviO1XGK+xP2CYIbn4U61PfX/lRQ6xboIVkOXyspLELyAOBn3FdWbf7r80eRw8r5rFd0/yPor9q346fGD4XeINH8NeFvhjoh0eTTlnN1pgkmt4YGIdlaUtuEgKMzBmKruwBxzy37L37SfjP4r/EVPBGr+ELO20a7srgXt3aTvkxrhpFYkn7+7k/7XHTjlPiX+0t4Q8dXGqfBa4sLywkij+zW92JN5uJwv32DHK9AoA4OeTzXLfsQ+INR8L+NdQ8atoW3TrHTjazPbxlnuJGY/Jhj87Ebs4IwMV866EfYP3dT6GpXvmUIwqXjd38uXptsv1Oh8T/ABP+E/iT4gXXg+QRiWC5cWe+03xRKpOFVmzggDOT1pdC8cy6holrcaX4d0+0STXimpTwKIw1usa4JJZQWBJ6epz1FcR4p+Gki3+ofE3xHc2nha0v72aaKGWQ3E0qlwfLCqTsxuABbYDj8By978RNN8X67D4H02+NppYwNNkkU5eXGAWx3Y9/X9NvZqS02RyVMzxVKd52Tu7JaN9r32Xm11PXNY8Z+A/BPxT0XxKuoPNG1tdrdpZoHETyQlFfAY4UlhnntnvXH/EUXHgXU41S4Vru5hjnikhz+5jdQ6k5AKsVI47VT8B/DXVzqzv8VNeg8O2ZJbz9YnKtIq5yY4uWJOMDgAnjNdZ8dPhn4f8AEd5eeOfCvjjTk0k2qTaZLresWkNxqcRYqPKg84yIyY2MjqOUJUkEYUVBSt/X9anHXq4jF0ZPl5VfRdfP+rHlVxrekBWTVJIjHksVUDr/AMB5HWuj1ux+Bfh34bJ4hsIvEM2rasS2k2UrBYYkDFXdpGBLgMrAKAufXiucvdEsfDulLd3/AIfS8eRvmFxIyqnTHCEE/nUnjz4o6b4uitbfQfAGmaJZ2MJt7e1tpJJvLPBZw0jHlmLHpxnFdCinqmeVLDUlCSqRTbXVXZziC68Sy/ZlsJZGDDyLe2jLnPI6c5PSvob9gT4IRD4gXnj3xv5Wnz6HGDpdjcgCSaZiAJNp5wA2AcdT6ivn7Rje3t4LeC+a1jILTSK+1UQDLMdvYAE/hVK4+Ivim/kvH0rUrqHTQyLbW4cgrGh+Tkc5J+Y9txJoq0pVaUoJ2v1HgalHL68Kko81ndLbb/I/V+L4kvpKPc6mEiFtGWd34VQATk54GOtfB/8AwUO/aRk+PniiDwN4T1i5XRNFYmUuSVuZz1YcjKjt25zU3iH9rjUfFPwIl8AeHoLuDULmGC11K4uboyMIliCybCeocqOOMbyMHqfIT4P8S37adDYabG08sRDStKm7JYhI23EYbCnAPJB9hXnYHL1hqrnLdbf5n1OcZ4sdh40qWkZJN/5FH4P/ANiaHo+rR6zrbRSTXEHlKLZnBwsuckHjGR+Zr134CwaLd/FGxvD4hhmK2su2GFJVdm8ggD5kx+tcN4I+DHxb8VjV/DWh+Ebl7/T4477ULUSIrpa7SfNwTynzpyOzj1r0j9lrwZeT+PXvNMs2uW0y0kbUZbaRZktR5LrlyhO35sjnvXZiJJxk762PncPGUasFy6X8++v3Ht1tplg0hmmllAHCrtDc5/CvRvCXhDSopH1jwvepfROY4BDMiwT2e85LS72KsuVADKRncOO1cPBZaXcIVuL/AJ2/LgZ3H0PpXSeAGdNZYkM5liAVA33xvXjNeDOTsfRYWo/bLm2N7UYvD+i6lp82s3FhDqGrMtjaXNxMilm5Ij3noOTxnk1+b3xN0C++G/x68TeGtX1FlmsPEl7a3M0AJXcs0iMR/eGR2619+/Er4SaZ8RNb0+4168may0ssyaXGSFeY4+Z3znAAAwMfWvnr40ax8JPBfxIvILy00ldT+1S3AuMIskYkbcPx/wBo889a7sunGndK7bWpz55GM6KnN2UXp53LlvokUo+zR6tDHaRoq2lzdORJNGFGCUQMVJ9Dg+uDxXsT/wDDvvTPB9pqN5pXiq+8RDT1j1O3MRFvLNjJeOQSqUAcKdpQ5BPI4r5ytviv4MuiCmu2eAeCbxac3xM8JuxP9sWm0HG37Uhz+tbzhOb1TR4+EzWpgpOVK2vzOw+OXxE8C2XhrxFq3wu0O70+y1DT7XTxDefO+458x2JZgVOCAoUEcHOea+ZtSu9QvJVnvLySdwoUPJIWIUdAM9APSvT/AIma7peu/Dmd9Iuon8rUYDIElDcFZB2ryxsxN5mcYHGTXZQiowPCzjG18XiVKcr6fqyNd6nrk+mauaHPavfLb6tcsls7Yd1XcUPrjv71VkkE4GwAepx1p2l28lzqEdvApZncKMe5xWrV0eVFNyS3PRPhKo0zU9Rj162lOlTaXJ9oVo8rKePLwDwfmx+BNefrcWPkeIb3S7MCB9LmEMO8kQhmUDBI525r1L4taksHg94dKtPslpDCiW6ICWMX3SxJ7np9B715t4D8U+GtI1SWPXjK9tcW7Ry7YFcNl1baVbjHHP8Ak0UotJyse3iaEcFKlh77XbbXfS3orHbfsFx+e/iZI4TI2207f9dq9r1jwpqPjDXP7P0a6thqLwpFbwTy+WdqlmJVmBUEEr7jdngVxfwq1/4eQSPqnwf8GtpFtqDW1tqMLs0gaeOFgXBzlN7MzhQMDpzjNbPj/wCLOjJ4t+1eBNE1HRLFXIuLdtReWSUMAGyzKvOBjhQOBxXPUk5YlyR9dl6X9mwhfS71769P+Cc/qXh7xd4V1B/Cg14yRkq13aRzlg/QlTgYbGece/vUnxH1iDwUbVtWuhbi5tw0EJHLpwM4Hb617D8JfhZ4u1LUtO+K1lLY+Te6eRHbtbefIIXjMZysqMhbbkg+vIxXz7+1j490HV/ij/wjMejOYtFk8i5lncGZsEkoGUAcZ545I9KUcQqtRRjrbcnH1P7JwMqqeraUeZ3X+e1x6/FLwnpgttW228q20ZZ7LzDm4ODx04zwDXlXibxrrXinUZLzUJgkTvuS1hJWOMdgB/k1Drulalp6Q3N9E6wXCs9nIVwJYwcbl9siszcucg/St0k9T4jMM4x2NiqdT3Uui0v5v5bFlbsQsXEeSVwMk8Vr+H/Fl9En9i6hfv8AY5/kYuS3lA8ZHsOuBWPZ6de3ytJbop2RtI+XA2qoyxOTwABW7onww8feINIi17SPDstxZzgmKeN0wwBIOOc9QRTdranFho4py5qUW/RP9D9Ff2bvDFp4V8J6V8DdeXTNX06HTItZuNTFmjOWlJKQiRv+WZVj8vIJXOOBXq/jP4ffCXU/D2pzReGNBSK3sJTGraTEzZ2HpxgEEZya86/4J5/sYftVfHb4RW954K13S4pbWzhttmowFjbrGsj7HdA24lNu0ZGOmOtdp4k/Zm/bst7XxLY+Hz4KvINBul03V2uLeSBkkkZowq5cqxyDz7ivArYXE1K3MnofsWDxNGOBinTabW1lp2Wrufjd/betaTeSXWl39zCeQJEnZeD9DXRfC74i+NfDa69q+j6zciRtHMDObknyxJLGNwBPJ6/TNevw/wDBMn9oHxDfmzl1vw9CFGDtvJH6dThY6p/GL9gzxT+zX8M7zx74l8c2d9JI8Nr9gs7VwMu4bO9jzjb0xX0TxeEmuVSTbPgZ5ZmmHpSrODiopu+1j9vf+DSTU9Q1b/gnF42udSv5riQfG7UlDzyFiB/Y+jnHJ6c1+pFfln/waNJIn/BN3xr5ibc/G7UiB7f2Po1fqZX0GH/gRKwjbw0b9gooorY6AooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAr8mf+DnuBJ9c+BSyXWxfsPiwFADub59E6Y4GPUkda/WavyO/wCDoyQR+IvgGzTFQLPxblAud/z6Hx7fWuXG/wC7S/rqdeAt9bj/AF0Py+8OT2D6/bWkdnHs+0IrF5SBt3AFjjFdd4Oiu7zwxfaPol+IINQ1WO2JlldEZWaQgHZgseB19O3SuG8MOlx4ktphCEDXKHyUzjGRwxJNdZaa8fC/gr+1zhXi1HNqiAEeYrvhj29fWvnWfSVU3Yp/Evwb4f8AANzNZ2D+bIRDvjdt20sC2Fz2GAe55wa5CHUpmnECWgjVD0KLwfx7/rW54r8f674yR9SvrKBhMUiTMS7/AJck4IHH3hz+FYsljqGjqgv9OkgaVPMjEke0FfVc9R70jWinyrmZ4x+3AHfwro0ouAy/b3LKABhip4wPTHX3rp/+CcHh7Hw3+IPilEHmGK1tUdlBwpfew/QVzn7ZloX+H+nXCspC6nuYjk5KMP8ACu1/4J4ajDB8BPGNksiiSbVoVOeoGwH+hrtqtrK9O6/NHiU4RlxHr2v/AOSnG/t4brPwx4a0+WTLy6hdyOM/3UhA/wDQq+drMAEV7Z+3frS3Xi7QtBV9xtrCWdznvJJt/lFXidmMEYFejgE44OPz/M8PPZxnmdRrbT8Ej9RP2S9X1HX9B8JWUumaZe2S6VbxW9rqUrRWW8R7Q0kiSBlxwDgHkda4n46ftXfG3w94813TPE3w10+Gxs7poRNJA8UdzKSqkoykBkYISMDdtPJzUXwT1mw8KfBvwr4y1S7kna30R7n7NbysSoWWQ7ARxkjHHoa81+N/x68L/HrwU+sWGnzWd3pMyyPpjPvi8kvtChgdzAcEk85Y18yqSnWd1dXt+J9Xiqqo4Cm1Plk4p201sl+W57r8K/jlqvxO+CfivxP8TPDltY22jSJLYLHK5ikmdAVkwDklVbhenPtXkcPxS+G/iS1vfE2hWkFxfWWFkXULFQZdzYBJOcr1OM8YxWp8Ftc1nR/2Ydd8OX/hBp38TyyHT7G3G1VUnaJiScxgEsRnrjt1rz2/8D6J8Hmhu/HGvWtvJgP/AGBZ5lfdtVhulB285GQGJ7YHYp04pyS76HJPF4qnh6XLa3Ldt9G9nfRaff5Hqum+J4b3UbW3v9NstO0d9Ct2jQEIonYAyAKzglTknp16Vh+Gda8M3Ov+JvhhoV7LLPrl7ZJpc5TdEdgbKMwzggsBn0BNeT2PiDxD8Wbi7n02aaTWLVMQafbwkvJCOPkA7gYBH+R6X8D/AAZ4Z8OajFqXxb+IVvol3GJIbexSXz7zz3RljLKDhEDY3EtlR26U5U1T33OX+0a+JlFRjpr7z7PddLehxXifWv7KvbjQbOZGjBK3Mo+5Mc9Bnqox3781jQ6t4Ju7uK38WCWWB22P9ibbKFIxlSBjIznB/Suo+KHwem0C9F6+uaUJbm9lRtCi1u0ur602t0lEErqRjoykg45A6Vz9vqHhb4feILO61z4b2et29sd8tvfXcqCcbeRmNht556GuiHK9mePUw8/aOVTbz2+7UvfGCL4W+CJLXwv4Fh1i71S3Q/2xcaniKOOTp5axjLHHdi3tiuKtvD+s+K283TNHuby5KnKwwFlAB47fKMED0q/4x8bz+Ltan1qXSbS2a6cSutvGSTkD5cuScDoKrWWrT6Pplx4hvbqQwWQBht/MO2Wc/cTHQjI3Ef3UPtWkYtWOaeHoRrynFJR8kfaP7BHwwsfhl8M28cG7tn13WpT59mpDPbQpgrGe4POSPUj0r3LxH8dtC8B+HbnxH4ouhb2yKTIQfncgE7E9WOOAOTX5g/Dz4veMvCvi7Q/Fet6jfXkVhe+dJDHdGJpFLBpBuA6npkgn8q9M/aJ/aA1j43aZoOg+G0uI9NsoxKyyPmSe55UO/XBVR6n7xOea8jE5ZKtieeUrp7+R9jl3EVDD5a6UIWlFaLu+/wCp5t+1J8UNf/aH+KWo/EXUNUnFvI/l6dbTZJhhHQH5up6n61d8EXvhyx8HaLpz+ItlzHGTIslq+1f38h+8uc8EdqqTfDzxrrGqXtn4a8PrOd+I4bSRGM43bCyDOWBb+7xk4FbGkfCf4han4DsfiONEYeHbSU2t3fvdRpHDMrlmRySMHaQcejCvVlyQpqF7JHzU5VKtSVT4m7t/fqz179mGx0hdK1uSHWFunkmt8fZt4Crtk5O9Rzn09K9f8O6P4de/iTWbu5WKQnzHhgV2QY4OCw3YOMjI4715r+y94WudN8CX2vpaSJp93cwxxX5G6KZ08zcqOODjPOOlenxWmnqq3EN5mZWwE7DjGQfX2rxMS37ZpHq4aU40Ipf1qeg+HvCkuj6bHHpt1a3UU+bganBIscbjeE2BHO8OAASOQN3X14z49+F9I8Q/Cjx38PfDl5p9rqcHhi71e8i81Vd4kRpXfAwXYhG557V03gBC+lS2rRNJtkd3XdjZ9z5q5HxH8GdDvNf1rx7r1419d3tjLBbrOuIraExGMIFyd5wep456Vz0nH23NJ7W+bPbk/a4Xlit1Y+Hf2fDa/wDCwbTRtQ1O5gDMzxrHFuLyIjlVwcAZOBkkAdzX0j4J0nwyfEenXnxGv449NW6jOqWllM0kzRZ+cKVXAOOAc9TXn178QPg/4f1e6i0EaVaOH2TzW8iIZCvy847ZHQce1TQ/FLwfMrSjW7M8f8/i5P617VZyqPSNj4iNWnhp2g07Pc+jPE+sf8E9fCl7FceA/Cvi7UUa58xheDyJIhyGQN5zK+QEIbauDnivmz9oTxv9m8P6N4Y8NGSzt2vrnUIsKV8sFyqKpLMwYDILBhn0qQ/EjwnIo3ataNu6AXKcfrXG/G68ttSvdHvrGVHhk05tpSTPIlcHmpoU+WeptmudYvF4OUZS00206o4S4a4edmkdmZjlnZslj3JNN3OqnafxqTzPI+8c5PI9ajlPmEuMKvoK7j5DVq5p6ILa/t5Le5nf7UAPsiqufMOcFT6HuPyrsRdafafBS/sfF1g8kiX+NLjmBHlZUBmz1ADFTgdTn3rA+EFvav4ztbi/sWnggLSPGCeWAOzpz97FaXx31W6kntlvSIhIz744kOxWH8I9lBwPxqFHmnY9fB4ZU8JPFvonG1t76Xfpf70eeeLnEXw6t4RHkSayzGfvgRAbf1z+FfS/7KcbH4DaNPFbFtrXBLkf9PEleO/Dbxt8K7KCKy+JHhybV7GHUBNLpm1VFxH8m4CT70bEKRkdM9+le6/CXxP4Q8L6TbWCeFLi48M29k88FhBM0MjLI0pGJAHJAd1zkZIQjIzkLFN+x5LdT2uHbRrqSd/dtZbrVb/1fyJL/wCGet+Nba7ufD2pWpjSZpNRka5EUkZeQnkOMsuNp4ODuyAea5rw1beJr3XLfT7zU3v7e3cpbx7iwjc9Dg9M+vTmr2mfEu5vfFI0zTYrmCzvLqJLHTnuXaOOTKqm4k7mA6etex+E/hX4g+FPhbW7rX57aeyZRd3D2NuhdGiVtp8ySMsqjc24KRuxj0rCWI9jC0vkfSU8Kqk1UTem9nZW9D558XeMdK8O+I5fD+rXyPLFPie3b+E8ZBI4H1rI8SfF7SNE0y+fRoLS7ub1VS3R2LC155Y+pA4GfWuQ8ceMdN8f+ONU1u00hbdryRjZhfvl92QW7MzDj6kelcvrNhfaTqEthrELx3MT7ZonGCrehrZe9FKR8djeI8apzVG3LdpSSd/L52Fu9Z1HU7g3Gp3ck7nozuTimLfPANsAKtuyHDHI+lVgwHKkk1a/s29jtTfkIIvNWLeZFxvYEgdeuAfyq7HzKdSpPS7b+89D+B1hffGL4h6J8NtS8RpZz3V8iWt9c8jPPyn1Pp69K/Sf4VS+FfHcX2/xv4Z0p4tElk0uxYadGBcJET+9fPLvuJBbHO3BPAr8zPCPwj+Lmk+K9LvrTw3cW88V9E8EwlQbXDgg53cV+q/wy/YL/a+1n4MR/Ffw74k8PPp1vZy388lxYP8AvkYySBkQBQQFU5+c5PqTXm4+lVrJRps/ReFKlSlCf1im7rq1v2WtttTwv/gpR4K8BaX+yXrviPSNG0mC9N7ZrFJZaeiSqPPRT84AIBHpX5jr4k8Q6dbPaW+p3UUUjZZFuWAbH41+pP7Wn7KX7bfjb9nZrfWo/BjaBrey6tLqF5IJXWG6RSxDFiAWx25yK+PtG/4JYfHjxNIZr7xRoFum7DFJpZMflGB+tb5dOnhKHJWlZ3v+Q88wmLzDHKph6Tta3bW787HkWn/Ejxzp3wmg8PWuu3UdreaxNO8i3LFmKxxKB1yADz71/XL/AMEz5pbj/gnD+z9cTys7v8EvCjO7nJYnR7Ukknqa/lC/aN/Zp1P9mWfSPB+o+J4tXmvo5bovBbtEsXKptwxOfu9eK/q8/wCCZisn/BN79n1HGCPgh4UB+v8AY9rXvZbOFSUpQ2Z8/ShXpYydKrvFJWvex7dRRRXrHcFfzq/8Fuomf/gq38Y8Zwb7Qg2B2/4R3S+M1/RVX4Sf8Fdvh7pviD/gpJ8WdUufDckkj6no6/bULABR4f0vrzivPzJpYdX7/wCZ6WVy5cTfy/yPinw+0I0nVBdzSQqbLEbw/fJ3rxj09c+lM+JxhudYtILGBmH2JMFv4ySeMdTVnxbHo2g+KNUtPDFs7W0VxEkf2ls7Rxndkc5OeK6o6UmoeI7dfCkMFxqUVnG00+7IjzjHBBAIx+teGmrXPfnK0k+//AO1+AWpeBfBHhpde8QNFDdRlI1Ntas0k525AMpGIU4x2J9DXlnjXwvr3i3xNfeLrbT7NYNR1GQrb6WC6KSckDaDxyOelejXHh7WE+HUnhnUra4jOlSSzGMqYo8yDed+FBY88ezYGKnuludRjktxZW+lJIXuWtNOLlJAWO1Oewwe5rJaSv3JjUs7n5+/t0aL/ZXxIsJlXaJNPKEe6yN/j1r0H4KfGWz8Jfsvp4n169V10ZpLW3gc8yyAkxxL7nP4DJ7Vl/8ABSLQ7uz1fw1q9w8bC4tpgNi4KjK4B9+pr5mN3dtaixNzIYQ+8QlztDEYzjpn3r3KVCOKwcE3sz5eti6mAzOrOK1a/NJ3LF3f3Oq6jPql7KXmuJmllcn7zMSSfzrR0J3TUIGiOGEq7T75rJhGMYFbHhqNJdVtYJCMPOi89Bk4r0ZpKFj5+Tblc+tfGfjK68LeJHsY7h9Q0nWNOtZBZ37F0ZGiTJABwrZB5U8e9cv4l1C4lt4L74Z6jeWdl5peeB7oA2crYGflOSCqjnqenauv8Y2/gC38IeDdd1yC4vmj0kWjHSpV8pjCckHcScjfgnPVTjFW/hH8J/hx8ZdWu7S01DV9NisAsqRERFSHJGBhQcjHUkmvk3OFOPM9kfSOjisRV9jBpt6pX1V9dH2MzRdY8Q659ss9F0q9vbuGzgK3irvYudmXZmyE4ySBjuTXmfjq28P+G/G82oa5qker6gHWSWzsziHdgZEkmMEdiqZB5+YV9CfHzwZa/CfwbfeB/h942fU4o7m0i8RReeqtbnYzIpQIGO7zOW3bSI1AzivCLvwro0sN5qERZ9SYKbK0jbf9oBGGUdcMOD+nNaUnF69H/wAAzxlGs48t7ted9r7dyLQPFXirVrNvDd4x0jSJyZYbPT4/KjVuzEDlhj+JiTjvW58HvDcOqeLdV0nxDGogGmvvicf8fCuVTKMOM4JbIPauMg8Wa14gtorO3CpLaZVrYAFmjX+LnqV9OmB0GDXt37On7Mfxa1K5tfHPi3QdT07w9e6fJFbaqYPklkJVkC7uxXOCcdCPaqq+5Tbehz4JyqV4RtdX/r5HX/sE/BL4c6V+0zNbeLtVsrrw/qWhXVsLPVGClpXKBFBPBPUg8HI9cV43+1x4L8I/DD4/+KfA/hWyna00bVfKha4uS7N+7RjkgDoWIFfQg/ZqsNPuGMHjS6yyYZvIBxg5zw1eE/tVeBf+EZ8UW/nal9vvNSgeaaWZSsj7Sigsdx3HA6+1RSxMaj5d33PQxuA9jSc4aLt/kcD4I0e98d+Jo9I0rRnLzF5ZBDJnZGoLO3I7KCeaPGvg3WbXxvcahtNzCEH2VIEyYox8qRsOxAAz65z3r1b4QeGLD4afC6bxPqt4kOt+IVEdvFgk29pkH5jg4LkA467VX+9Xjmu6l9v1e5d7sO73LZZt3OW+laRk5TaWxwVqEKVCLnu9SVfDPiWVDqJ0K/mX/V+aLR2Qe2QPSu3+D/ga/wDEuh6hKJB5VtJ/pNrcxE8HaEcE8AAlhzzlhisj4TeP7fwhDc6HqPhnS9XjuX+1Wp1C4uVNjcxRTCOePyZEBZfMJw+5cgZBr0j9jrw34r8f+KdU8HLrFw+mXpgTUroSLIlpGSx81t5GMFQOCDgk84wYqtqDvpYjC0qVarGDTfNdNLe5veBbSLRZ9OtZvhHonjC4v7t7OC1vZpYRE8mxVI2FVYk7fv5UY98j6V+Df7GEH/BQXQIfip8S/gxfT6H4aUeH7HT/AA14ojgS2liQeTGqSy84DYPGegzXkvxh+B+pfDN7Wz8KeIp9R0srJK+uQWY8mzkzGqQMWYq7ttL7MhmRH7BjVr4H/Ff4j/s2+Gkg8K/FPX9F0G4MkxSweZDBdo0X+k5iY5Jz79ge1ca5KlJTTd+lnZ2PbVBYaq6XJaC35rNJ6dbX69zq/HGm32keILvQJ3vVXTrueCK3v2y9viRsx4GFAU/KNvGAMcVmWywhd1xdgPsGF5zupnxE+Mfi3xxrdx8SPH/ju88XHWTEw1qVt1w7CNRskD4wVAA56YPpXP2nxC8NDUV0mexvI7uaGKeBLqExpLHIcRsrngq2R8wyMVyTpycnY6KitVjC6u1ddreV+h6VpTeKYtKvddhtnaRbQmzAXevyJtV2ByOW7dwBXO/tjaBbeL/h2h1PUTa2U1skNyqRCIRoGZy6gnBPy5P0x2ruPhn4x8Ow6IkXiVw15Y2Xm31us4McyhnYqoXPCgAfka8T/a++L/gn4neBL/QPDFzJay3Not1bQ4OAuNwTJ6Zztx2zz3rHDxq/WVZbPc68XCnQwrjUs3Z6N7vt8z441+D4c2uqtDoWn6xNAvCzT3cal/cKEOB+NerfCH9l74c/Fzw03iLRPHeoxSLMI7izaGMvA2M5PTg9j359K8VmM4HlFQGXg7v4fWvQvhP8RPHXwa8NXnizQriOK31K9igbz4d4l2K7Ej6E4zX0Nb23s7QlZn59ltfC/W28VT5oa3Svp6ar8T0fxb+wJB4WOkarY+NZ76x1C6MT3kcceYZVwTGyZ3EnIAONpOeeOfPfjNYXUHxR1yJbeRRHqMi7XTBYA9a0r79t/wCLt4I7aG9tYhBeR3FtJDAUaKRN21hhsZG489R2qTx98X9EtfFGq6dqnge31O4F47zXt3cybnmLEknaRnr3NZx+sK3tNWdOP/snEUrYW8Unu79np18zgTbAMG2HJ+9leh9Kt6XpF1rNymnWUALs2MheF9yewqMfEHU38SnW4reK2jeZGNlbZEKqMDG09eM89cnNbXjrxrcDVbXUfBdz9mt9jOEgO3BLdGwBk9P1rTU8ijRwvLKc57NaW1avujq5F134cWFrZpb2q6bcQySz6hcsmQqkhY1UHfvdhu+YAbRxnPHnXjTx1N4p1P7XeWtogRQkflWyKdoGBuIGWP1NdF8U77V9f8MaRrD2pjtzGWndMbZLhgMu2O5VQOey156lmZX2YJIPQVMbS1eh05tjZSl9Wg2qcbWXfT+rG/4KurmbxNZQafo9veyPOii3ltgyvk9PX8QQa+0PCOr6JpWgW3ha60ye6laQgyFlCGI5AD4HJJyuepwK+TvDV3H8LbqzuIkjk1i42tIGGfskTdFPo7DBPopx1Jx9cfBm30jxcttBqmrrBFqsCERyQmTfgb1HDAjqw+tedjZXXkdvC+K9jjfZyektPn0NTwD8HNA8IeOG8ceHJWhiu4Gt5bYLiCJ2ZWYq2SdoC9PftXG/t922oa58JY3tdTtTHaXkVy9sLotI0fzx5+bqckcDtzXsHj6w1bSbKDRPC1vZ3Gzk3QcxZAxwyFjg9RnODx0ryj9rnw3rV98H7Oeeex0pn1BliRpo3N4WXIhZhISpJAK5HYfhx4dzniIyk7n3ObRg8trUorddO58XaHrmoeGNUj1iwl2SoCMEcFWBDA+oIJFQPaPNOkVqrP5xHkBVyWyen17V1Nz8GPGcl0n2yxFlG3Je4lG0H0GMk12PgPw74X8A2TzeIL2PULtW8ywEURAtJMEFw2ee3GOwPavdcopXWrPzbDZNj8RaMouMV1ey76bnG33wwg0GBB4m8W2dhKIwZrbPmSqx/h2pnnp1x3rofAHxU034X27WulX93qYlUKFaPyvJHzZKsSSM7jwBiuAunkvrmTULmYs8rlmY/wARNKVdUWWQAhsgEH0qXqrM4YY94atz4aPK111b/wAvwPsn9lL47/DSfxRD4j0WO7tdX0u7trqO1vnEruFmQtsKgbgMAnv7d6/aP4s/GXUf2uP2ffDvjH4KC3mlsNXt9Q1e0t5FMti0e4ujqT0yT9RX8/v7CGoaXpHxmutY1fTI7qK18O3jRxSRK6mQhVQkNxgMQc9ute//ALNXiL4k/AvX38R+GvjL4rN3Lav9rli1Z4UlG1m2hF428dCDXBOtDDVGm9Gj73K85nicLTnXScm2tNNFbW3nfp2Prz9p7XNd1fVLO18QXJl1mW8u7zVEd8tEZWTyxkjj5EXjtxXzr+0T8XD8E/hheeKrvUy03l+Rp1vK2d8zfdwO4HU+w964/wDaU/bM+I3ws8RJ4x8ReFz4ig1m5dJdTu79lkFwAGKsFBHIPGMfdPHFfLn7T37RWofHjxBFb65p8tpa6U0kdva2twNhy3L4K/ePHc1hHDVMVXVV/A/0PUzHiHCYHL5Qpy/e7LR6N9fkdb/wTm1XVfG//BS/4Ha7dXE97fzfG7wtc3lxIMswGsWpZifpX9cdfx1f8E7PEE7/APBT/wDZ40jSme3sl+OfhDdHvy0h/ti0OXIxnr06D9a/sVr7PAU3Cm/M+Ly+m4UnJu7lqwooorvO8KKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAP5I/CkbDQtOYgkCxiKjGATsFd74bex+y6SLyeVH/tCUtDF91h5Y5bng+gHpXUaF8L/AApB4T0+/wBY8M3FpAujxSTPE7L5jeSCMZz3xn2zXF+B7iP+3dLs8RpBI7755Tx17ccdOvpmvk7pz0PsebnovyRlzQNqPjuUxQAIL9ifMGcAN14HGemfcV9Bv4r8C+D/AITXOiaTBYtqGo6YymxltzHbJv4LPKwzO45xgnB715zofhK98RyXsXgzTFexuJnSeSMF3lwRnGVJ7bvX9a7LxMt9qOoab4putKS8kngNuLfUCyQ58h0DIigAbfvDtu9azmlL5Ec+queQH4da7p85fUbbfGtt5peJGKKpXjkDGeRx71+h37GMljq/7KXhK2t3lWEaXLaOVYxuDHNJE+CDlfmVsEHPQ18i69bXd7amYT7PJkEEVmuTFFggE846kelfU37Ak9+n7O9vot+6OdM13UbeOSPOHU3Ly5595SB7AV+OeN9J1OEqNVbxrRfycJr87G2HlGWNi5bNSj99n+UWeJ/safs/+KJ/2gL3XdVu7drHwHqtxaXkhYs1zcqJolEZAAIDDeSccADHzcfa8feobe1tbRWS1to4leRnYRoFBZiSzHHckkk9yamj71/P3GPFmL4wzZYytHlUYqMYrolq3stXJt7aJqOqSPTwuHdCnaTu+/pt/Xdt6XseT/tx2Vtffsya9Hd3MkSC803LxEBub+3Uc9uW69a/Jv8A4TuKKJ/B3j+0fU7axlfbKzn7RA2duVcnpnnaciv2A/ao0W6179nHxjaWkttG0GjPds92xEapAyzOTjn7sZ9PqK/Jf4nQ/C7RPiLrMd/omqzSXchmVkkjKIZQJARkf7Q4OenOa/fPAyrTnwvXpdVWk/vhTS/JnzOfe2WMTi0lyrfZ3ctLfJHMw6j4l07xpbT2XiW7Oj7kW3kFwM3MC4VYyBwOmCD059q6K1fxN4n8LxXGmWD6fbSPMt5qF2AsAjwowzvkuT83ck9ga7r4Hfs0/D/4rafbeL28XapYrNKysJ1jPliMnJ+RRxgZwBn0Fcj8fGkN7o2h6P4hGp+G47OQ6Tdi5UpLulcsflVQu0tsAOSoQA+lftEakJycV03PMWGxFGmpTdlLVK/TT7keJ2174Z8N3M9rolgmvXUv7tZLmE/Z0bIIMaEBnYdi2ByflOa6I6x4u8Y6Vs8RarO1zZoI7Sz3BYin/PMLwqn0AH05qlrelaf4T0eDWvDivcXMDF7+PJP2ZgcK5I/hPH49+lV7a58VeOtQiGgxG4lvJI44oIEBaOZiMRDAz8x5B68EE8E11W5jx0p0Jcr+5bHc/DvwFoXjL4WXUHiWRkY6iwiEY2S27IgXJyOVO4jB/u19GfsS/s8fCnxJ+zb4/wDBHxFv7S9voL97/TJIJRHdxQx24JZc8gEghgMj9K4z4Q/smePtG8M3tj8VrbU9Aubm6FzZ288ABkgZFw5yeOcjGeua6SD4AHQ1kfS/HN5G8bPsZYcZ3DBHDDtwfrXJ9ZjTqNN3XY9+lgfbYaErWlbf59T43utQsLa4F3baWMTRY2NMx25Hr+Oa6n4ZeE9T8Rw3mv2unvFDp6BVum+aNLhlPlbhjkDaWPstQfEvwRJYfEa78G+HbZbl7a+W2iEKlcsVXAC5OOSR+FeneP7PRfhj8KYfh1oWtxvNb2rT6rPEG2zXLhQ5U4+YAYQHOMLnvW85qytuzzaWHfPNzekfzPEbPwpr+izTh4pZpjM2bmIFlbByWB9+1WJ/DOv6fAZLrQb+NXHmCaS0dQc9CDiqE8y3gYJMv3c85Hp7V3Nt8RY774bt4UOg6bFf2aRWsXiNLu5F2bbzZZjAR5nlbd7A5CbvlAz1zcnJanEo0rtXtZaHU+Fvh/fzeDdO8RPcQSRyR/6M88BzEQBvjOevzEk44+YZ616j8PfFh+Hurtquk/APw7rN5osVvqq+Irq8mjkgKeWisFLBAFdo8bRu4BORwH/sj/CPVfjL8Nbe28aeKZdO02wEsun6nOiOkkvmbTGCWVjjAPUj73THMHxR+Fms6Nr1z4X1ma8GmpJHDb3P2VUXVoUWPMsYZgQhddokBK5jkUZO4VxOUJ1pQk/X0Pbp4NU8PHEU6b5pbPRptLs0/v8AuPpPT/8AgndYjwPc/tkeL/hn4iXxHq2mvrmna1p/iWGeG2tp42Dy+Uzs4wZCVCjI4wBivMtSkvrq9e6ubl2lkkzJJISzHtyTzWp8Ov2sfjj8HLKz8EH9o7xLoJiC2el3lvJcJGlq8Ue2AqMrtUNnJHA56Yrjr/xZd2NzDo3iC3mvL6Xb5MtmqstyXICEZIJZyRgAHJrlqwelrv8AH7jutFUZTSirfFbR3ffzOk02b7HcRXFncb50kysanr6D8a7Hw0/iHw+2li7st/mXZW88yDzEA8t22Lnph9gznjFeVeHvHuka3cC28MJIl3DMyTG+XyWi2OBIdr4ORngHHNe0D4q/Dfw94bfxNfwvPDJd/ZUhlm3Nbyu+0NlcgevpjmuGtComtNztwlP917VvT1+Z80/t5+EfDF3rf9r+N9ZvPssEkk8KW21ZXkkbHlhW4H3eOwAr5OtI/AMmqeRPp2rQWzSYaX7VG7ovrjYAT+Ne+ftweM9F+JDWes+G76Rxp9y8VxAykZzk7vfHAz/tfWvnN2mkcEEDPU9z7V72CU44dJnw2fVoLMPcirWTvvzf1tp2Povwt+w94D8W6LY6xpHxSu/sl7Asq3fkIUVT2OOcjuMdeKmtv2QJ/g3481G4m1i4uv7P0S4uLQoiOt3HJbuAw2E7cBhkH5g3GBiuJ0L4+/Ez4IeFdN8HQz26xLYm4jguLbcyGSRmwSf5ds1e8M/tbfE7x74kGla1qSRwXGj3NteG1DRmWBY5JSh+bG3cM46GlFYzW7vE75V8g5YRVJxqaXWtr/e9mecPa3IYl4mCnqpXlf8A61NFuqMQEyB0yOtdLqHxp0KeEHT/AIaaak6qyRTXEkkmB2O3IXP4VmfD3xyunar9n8QMZ7OSF0ZZm3KjH7p6HAB64rZOVtj5f6vQ9rGLqaPrbb8iz4T8J3Pie/XbEViQZZghwx7KPUk113iDxp4i8CS3GnatY2EQsJVSxjLI73bjlpSEJXy87VHOTtOfQctZeN/EGneP2+y3rGymuxGYEbEbR8DAHTpVH4vwalJ4vnuL22MKSohtIuirAFCoq44wAMfhSe9j0oYqGX4KTw9+dys3062f+Riajr39p373lzFbrJI2W8q2RFz7BQAK7z9nVLnVvGn2aPTIjCsLSPeC3XfbkdCD6E4BByCCeK890LQbvW9ShsLGFpJZnCovbP8AT616v8JPF2n+E/GEHg3QHjlt5XEd1eqP+PiYkDcDjOwEgAemT34zrycYNR3PEo1ZQrqak73Pp3z/AAl46hPhnUfD7GEW4W4e5bKCQZDsmMfdPA57iuh+EXw8tPhRp95plhfSyQT3Ju4Gum8o4ZVVVyuc9M59KPhJ4X0HxFB5V54giSawJkiiktDJsD/MTkOoIzuBB9RV3xN/wk1z4lWLTtFtDaIPLZY7zAcleCu4jAz2PIz+NeDOTbcU9O3/AA5+xYStSrYaFe2rX/Dnyz/wUG07UZfiPp+tyajbXMLWbWwFvNu8t0kYkEHnGGGCevNeF6frl3Y6bd+Hzc4t78oZlI43Icqfb0+hNfSn7bfgbxBqnj2ytLWaza4l06Nzodu8YMagFTMjB2DA4APoQPoPC4Pgr4na6catLFYhSMC5f5iPXC5r28LyrDxT7H55m+BxdfN6sqMG03+mupgeH/C+q+JtZTRNNty0zEl88CNR1Yk9AB3ra1DwR4d0afbqXjy2LK+EhsozMwwepKnaPzrr/ELeGvCXw5uNK0qcz6tJEkNzqaRlPNi3jEZGT0HfjIA9K8zWEREMrjJ7HitVJs8nGYeOWtU6kbzavu9PLR799T1nwn8f9I8M2MPhu/t9Q1KzR8z3UUgglk5JHXdnBJ6nn2r7w/4JXftX/C34QfF7w98TNH3y2E6XVjrMM65kgEiou58cZA+b0O3Gea/Lp0MTmN1+bg8H2r6Q/Zijhvf2avFHh+zvJNP1LVfEdskGrW8SmW2ijVXcIx5UtwvHYk9q5sQo04897WaPcyLPcXKt7CrZw5X6qy0Se+u2p+4/7VuqfFDxf48g+MfwruIrnRL7wrJptpqVhOpjkaViS24cqQCeR05r4g+L99DrPxGvp9Eug9rCsMMFwhwW8uJEz+a15B+z58Xvir8IPBt34L8OfFvxV/Z105WS3uNYZ0O6Nw7FG+UZC44APPBFeU+Pf25vGXww8b3fw+1/4aWzzJbNc2t8185E0RjLq2McZxtPJwQfSuKvOWOXJSWq1Pt8Jm2CoQVSr7q22v8AkXP29Pj7f/D/AMMRfDnSdfkXUtYQtcyI37yG26Eexbp9AfWvc/8Ag0ttXk/4KGeM9TtoH+zD4L6lE0hXjedX0cgZ+gNfmr8VfiUvxX8c3vj/AMUQ3bT3km4wi5XbGAMBB8vCgV+gn/BoRruo61/wU68dm6nxEnwM1PyYEOEjH9s6L0H9epr3MpwvsnFLdbnw+NxzznNniL+5HSK8v+Duz+jyiiivpjrCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigD4+/4L2ru/4JSfE5fW98N9s/8zFplfz62ayI5YISzHGGxwK/ok/4LUaXFrX/AATY8faXPY/aUm1Lw4rQc/OP+Eg0444r8IviP4E8K+G/CV1qMukXFlc+fGtnEznao3HcSDnPGMfjXh5o0qyXl+p7+UTUaTXn/kZsk+mpHqbiaeVxokQ8rPyq3lnIU+nbnvWN8IdNtLzxXHJqtnBJbMVWRZ92DkjqR1A6kDrx1zWn4UudMlh1pdeSKK3gtxiJ2O6TgfLkD9Pc12PgDQfFGiXmm+JodMEdlp8we28qEPguNm4/J/ED1J6gHqK85tKJ6DfK2v62N349a54f8VeErH4Z+BTZXEiX4Lz3Vv8AZmjZRtCQxEAqnXJI5xXgHxK8BalB8Ntej1G1cNJZTRI7RsAxEbdM4GPeveG0+XRPEV6r6FDdF/LunuNRmdriML5uV6YG4nJ4J4Fc/wDEjQL/AFbQLyB9T897nT5XmluASOF5Ude3AqIPkdiXLmpuK6o/PP8AZf8AElx4Y+NejzQ3BQXMzWshXurjGPzxXaftt/E+08ReJ7T4e6XdLKmkO8moPGflNwwA2e5RRz7uR2rxCc3Wm6pIYpHimgnO1kbaVYHqCOhqPfJPK00zl3ZsszHJJ7mvpXh4zxKrPoj4qONqU8DLDLZu7/yLNrgGvev2VnnfwT4xSz1K4t7q3tbe5tvs8mzISUb8kHPRhx0656CvBbbO4dq+iv2GtP0nUNc1Sz1O5gVNQ0y4sTE0m2WQugx5fOMjrkg4Cnissx/3Z/IwwMZSxcYrrdferHU/8J9o3iuRLvxHG1vq8QAstZtSEYvGMr5uTgktj5hgiszw3r/i3QhqKeIr+6mCKoj083LFQ/mLlztP6Drk5462kvfhXb2/2OHRtaSdJi32gvEWx0IG5SB0HPX3r3Dw/wDsufDHwp4VuPHWqfE68sIooIys10UX55mAT5tpCsCeGYbQQDXz8p04NRfXY9qjQxeJbqKS91e9K9tPO9r/ANXPGfiro+r6l4Ynm8Q3I0TSlhgeNb+EK0r7VyY40Xcec9Bj1IrzbRfFP9imG2+H+gq9xbyecmr3sKvOnTlRysS55HUgn73Neg/GOPXPFHj7XB41Obn7ccr9oHyxhshVIABAXHQD1rjNd1C38Aa2h8Oo0+m3A8qK9cYDLxuXkY3LkZzkcdMGt6fw2OPGU5qpz9Fpfrv+BN4mm1nWbAeJry/ub26kIe9WVy7RkH74ySxH6evau28WfB7w94p8GaTdLqiwalHpkQW5iX93ICu/ay9cgsQSOeOhrkPh/wDDv4p/FvxFF4b8C6Jdatd3EbPEtlFkyxnCiTjoM4BBPBHscfS3h79lm9h8Gabp/i/W77T9TtbFYb6ylgXMMwXDLzgkgg1nWmqPK72OrLqX1pyU43VvxuvxNP8AaB+EHwht/wDgnv4R+JUUVtc+ItFtLHTr+bTroASSu4VlmAGSVGcZwenUV8WNf21sz2UWnBgZA4YynPfj07/pX134y+BMVv4QvLaXxhPJatCJbi2mg+RvKG5SRvxkYyD2r5n+Gfw6m+I3j2z0l5UtbF8S6hfZJEMC4Ln3b+EDuSBV060KsW+24sXg6lKpGMXe+xbm+HuvT/C2TWIIWs31Nd8BnPE9sjEMqnsWdcDPUKR3Nc1Y+Gtdit00u2027JYBSI4SS5POBjqOPzr0/wDaO8UaZdNb6fod2sen2zrb2lsA3yRxptUdOw/qe9eUQTMt1HeQ3aoY5NysGYYIGfSnBynC5x4qnSpVLJ3a0NOx0HU7LWLO11PS7yzX7SiO0ts6ELuGcgjn6V7Tpnw71DQ/EFodTls3mkaNp5WtzmbgEPgjcM5BGcHBHbmvPPiF8RZPGsVhq2iaLp3h6Z5Jbm9TSb25xd3MkxLzv50j/OcKMKVUBRgda+tfB37PN7418HwfEXxZ4uk0zW41Hk6bcWqNJdRxhShAVwcyADqM5yOcZPNiaihBOWh25fgqOLqShyuXLZqzsYnwO8QaxqNxZ/D7wb+zvoWjP4vkbws2rafq8yXF0HKFkV5ZMqx3xc8L027cED2b4gfsF6N+xR4Tg1fw74D8R6Bq2qXQttevZ9dhu4Lm4SOQmMGNmZVxIW5IBIGckCvmvQPBvjG28b6Xez32o6NrmnzLJY27W4E2mXXy8tghw67QpjI3K4bOCTXsk/7Wvxq+IPg64+Fd/wDtA640l5b20+peHdTnn+zahKhQ7jvyoLH5gAf4c9qyqwim7N+evXzPSw0XJqMopfy8yV9bbNJa+u5hiJ1k2GUKgXuO9amkpfTytp+hS+Y1wqrKwYjYAQWb8AOPfFcZf/EHSYmupr/S9RP2KJpb4wW/meXGhAZ8LltoLAFsYBNdF8PPHeiy6qmtW0ZOlJDILrbMqyuzRgooBPA+bce5xivPlTqct7G9Cm61dwT1W/8AXyZ6Xolzqwn1DQrqF4YpNJXypjagyI7CXewbgj5QnrjrXwx+1d4V8C6T46v9V8TXeoXOpzOY4bWymRV2R4UOxYEgcdMdQa+3/iD8Zvhv4L0UaZdZluLmza6jv0ZmLQqVXb0w3LdO+D2Ffn3+09qNvrfxRufFmk3bTWmoxrLEWGDHnPy47cc/jXRlkaiqt2sjj4inTp4JpJSkmuu1+tv63Oa+Hvhn4beMPENv4c1vUdQ0dLmVY4rx5o5EVicDcdowPevfNN/4J26D4hvP7N034k3Mc7kraRXUMaLPJ/Cu4nCg/wB4kAV806Jpep61rEGmadGWmnmVYkT1z19vWvX9Y/bM+LHhq8n0mO/spJLW4aJXazGdqnb1z7V6lb6y5r2UvkfO5XXyqOHl9dpt66SV/mt0tCbXvgjN8KvhHrLtJdyzXWt28M0EsS5t/L83glSRk5zxwOOTXmRtJeVuFOOzbevtXokH7S3irxt4T1nUvGyLe2lvq8N1HpyyMsT3Ewl3OQScn5Rz14xXIeLPipYa3ZS2eieCbDTGnZWluInkeUEHJCszHaCfQCnH2qdpLU4swhgqklOjLlVtne71f5syoo/LIYxjOf4hXZfDrwLqt9Mdcgt/njDPBCwRS4VSWxvIXJxgZIyTVDwX48gk0G80/Vgkl6pMllPcfMfuHIzjk5wRnHGfarPwl8Y+J5r+bRbyV7r9wZLNZm3eXMPuON3cE5+ook2kx4Clg6danKUnK99Etmu/6Evi34pa5baSbHUbHTUvbqIrc2ixLMtom75Y/mBG8AKDjoc158NRhdmYJHn0EQ70mtWV3b38sF8rrNHIwmV/vBs85960PB/hWLVrmS61C4+z2Vqnm3lyw+6voPVmOAB6n0zT91R5jzcZja2Oq89R+i7f11PcP2SJTDA3iDVNJjitrW5wZIIVQ3Me0lwe25RgggZ5Iyc17fqngvwf8ZbB4LvSprSUSFbSfAa4RudqgcAjocYPWvEf2d/GsfiaefwqtulrZwr/AKNEhH7uLIBBPc8gk9SSa+svAvh7RZtFHjS31a1vLqVMTQy2zR73XgrvDnaRyQwU9RnFeLipzVS97M+44TxEa+GlQnrbX5dSHwlp8nhHwVbaBHfxK1jZeQJLiYp8sScvtXPUjgZ618AftBaRf6Z8ZPEMd3dRzmbUZJ0nhkDK6OdynI74PI7GvvLw/beMNR8QsZ9AspI3lDwpLeIAg5yG3OoPqOcZ718bfGv4Z+J9Z+JGsx6Pcpqyw3siPLbFVa3YMf3LLuPKjA+mOnStcvVqkmzTiqlLE4SnGlFtp9PQ8yudavdX0i10SeYuNOD/AGVSOQjHLDP15x7mrnhDwJqHilLi/SeO3s7Vf3t3cuqIHI+Vckjk/wAq29A+D2qWt3Ffavr9vYmN9xwPMdCD6Dj9a0fjFqXhxrPTtA8IWptbNGkkmhUEK8vy5cDJxnnjJx0r03JJ2ifHSy2vRw8sTiYtKNtHu+i80kYdno/hrw3qa3A8fl54wctp9q7KMjBG4lc8fhXqHhv9pbwjeXcVr4v0XURbx4WGa1nUKBnJLR47nng8e9eJwwN5gghYEtxycc0IR1VecYqJRU1ZnPhM4xWAnzYdKKfTe/3t/gfu3/wRr/a6+Gnw7utX+FEmq2cWneIHt7nRtSmbbF5gg2hNx/vBiPXK84zXoHxhg+KngfxV4gvPHAex0G/8US67KwkGxowpEQGM7gXK4HrzX5QrpSeJPhP8ONK0XxBqGirpXh0y6l/ZREMl9LIQylnHJVVAH1Y4xivc0+Pvxqu/hPbfDyb4g65rENrDH9jsdX1Z5Y2dWdI0LN8ygAHocc9K89YuFKPI9bN/0z9Jw2Y0qkveVnZNtd7J2+V7HSqNSeRrlJmhY5wYjjNfEf7dnx/k8aeNn+GWnay8ml6O+27EJytxcjqT2IXoPfJ710nib/gox4sufDup6Qvw4i0u+tpfsczrelpInYOrEFlwGUr6V8qeI9ZsLW2utXjgnlu3O5JLmUMu4nliAPmPP0qsBgatOrzVN+h5vE+fUMZQjg8LL4vieq07fN7+h/RT/wAGnFncWn/BOjxk80LIk/xo1GWDcuNyHSNHAP5g1+n1flJ/wZ9X19qP/BNPx1d6jdPNK3x11Pc7tk/8gbRa/VuvtqEXCjFM8nDwVOjGK6IKKKK2NgooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAr8if8Ag6VVj4i+ARTqLHxcRhc/x6HX67V+X3/Bxl4VsvFPiX4Kx3ugPfiDTPFTKqbsoTJoozx/niuXGtLCyb/rU68C7YuL/rY/IfwWFi12yWT5YxcKZJCeV55I/mBV7xNLZDwLHHavPMzam/7ybAYDL4z71rfEbw54e8K6rpdvpdpMLtoZXu4nkyMg/KF9MDr70mkR6Xqvg/TVvILea+mvCtrahiMEc5Ixg5xgk9ya+cTTPpqkrqMka/7NVh4btbxtQ8WR20UUQeZJ5LJ52jwB92MD5mPUHoBzkVa/aCmb4reL11Lwlb2ptdN05YxLv3XMyg/ekA6Nk4C9QK3/AAZoHivTUvrLWbS4Q6zZLGTaR7SViOQofZwBnDe3Xpio9GjurGwFlb6faWbRyPajU7eRzM586Ri7E9Tj5ewwBWb+LmJU7SZ8kftseE7jTPhJay3Nu0csN9FI4dSDht45zj16VyX7Cni9tNl8Q+H7rUEhthareOZWwiBMhnY9gFNe5ft4eGrqX4E6vcpKrR2V1BgOp8xvmX5vpjPX1r4Lt7u7tVkS2uZIxKmyQI5G9fQ46jjpXsYWn9ZwUqb7/wCR87j8TLCZrGulfT/NHY/Hf4iRfFD4o6h4msifsYZYLEHj9yg2g47bjlsf7Vc3Z4yBVKFcc4q7aEg5/SvUjCNOmorZHzterKtUc5bt3PqH4ceI9U8NfA/wp4r0XWLhJLa8u4LuEv8AuiSVdAVBwRtPOeTz6ZqTVdb03XdOuLvwfaSadrMsY+12ttKFhuo2O9ioJyMYU7fbjpU/wY03wrc/sz30OtymUW2ow3wgsJB58asoiy4Y4wS3AAH3TzV7whoPww+IXiix8H6fBrOm/bsQvKGiPzAE7myuT0HAIHtXzNVxVSTfRs9uEK86cIJr3krLrf4brs9P8yt4F8R67INL0rVjd6vczXbh8sZTGvyHYFPBwP4jnGTiuc+MmishstR+IetG2mG5YdMjQPdhMjCtgBU+rEEf3TX0dqnwU8PfBPw4mqeCviDNJ4gvbS8fTNNnkSNpFWIo5GUIYKH3bQQxKKeAM182HQdG168hu/FN6YF+fzbgyElZCMgsOpGailOE/fWxpisNiIUnRm7yXS+i238zL8P+PvEdlcb/AAdo6aTZvGLe6uLUfvrhcAHfL1LHgkLgZ5xWhp2izt490m0+3M1tdXsaC+uF3BcsCQ+M4Ixnnn8Kw38SatpM9z4RaIWJYiSF5u5OMdRgKwxyPY5xXc/Bf4C/Gr4qakut+G/B+o3GnabqEL6ncwQfJaojL5m7sSqkHgEkfQ1vJWTb0PNoyqc6grt3+46GP4NeGf8AhdGg+KtL1WOyiHiK1n1K3uTmIJ5ys5U8lRjJwcj3Fehf8FS/hd8I/h/8RdD1n4daeiw+JtMmvJBaXINuu10UNEF4AbLZ5x6Yro7/APZp01LpdQj8Y3hcSK4DQLk9fQ8V5z+0x8KovC/gWPV7zxI98tlMkFolxER5YkkG4Kd/A4yRjBNc1HExdot3PdxmXqMZThp1t0Pne2v1vJYrWDSiWXEaiOQ5Y54659cV1HxR+GHiLSYNM0qRTGbViL2xbHmLcH7zejKAFX2IPqa6P9mnwHYxa1c/EvxZsgstD+axiYFjcXfBTAwcqnDknjO0d6534weIW1TxfJNPqIm3RKQTuOMkn0963537TlieU6EVheep12MKLw34i1D93b6JfypCN/lR2rMVA4yQB7cmui+FPhXWdb8bJokSy2lzLEfLjmt3w7ZGU2gZyy7gPrWJ4F8UnwX4gGvPYWmoQvbSQXGnXksyxXMUsbRurGJkcDax6MD713/gzX/EmtftAWl74GtVtTLculhoWnXMjxRRrHhIEErM2wKoGWLHAySaJOSTMKKpSmm9dbWXbyOs8PeHIfDH2u4ufDOmavFbRrINKnLok2JFbaXhIYDOD8rc44POa+hPgf8ACDX/ANst2/ZmtvgFZ6Lo8US+J73R/D/iH7O8sTogLlpJBn90yYB74yMisXx3+zVceDvB3/CT+EfEUusaldLCbzR4bRTJbb3RpJZCrsqpEqkuSNqhSScAmuS+DeoePfhR4ouviJ4E8carZXy+TFqc9rGyvcWheNPs5MTZ4AGW43HnGTXDF06tO99np69T3vqjwU1ThTaVteazVnfyv01Vz2b4vfAHRv2Y9Tj+D3gvw9rmiaNFaR3FtperX0dxlHeSQS74iVcsWPUkgKo4GK4y2QF83V0EXf3GOK0fGv7SXxH+M2kWF/rvxn1TxVp3h9Z4k0rVppGk05G2EmPzeSMgDr/D7VxR+I3hm38i7v8AT9Qjhubn7NDM1tmPz9ocxsykqrBSDgkHBFclSE3Lq/zOiqoQULWtLa23bQ9F8Kw6xf3MMVikj2tu7HdGTlmbACY79CT16CtfxXLquu/Cy+iuWFtNa3c8i7bbZvVGlCKzDGcKB9TyelZHwi8X6OH2avcC3gvZ4m0uSK5XCrsYlnxzlicY7YApvxw+PPw1tdOuvC9tA9pNA72M3lgnfMUHzYOMff69MjHY1y8lX2ySieh7ONCh+8klfu9Ndj4G+KPh34Z+Gdbm02y/tW+u1mJu3W5jSONjyUHysSQTg9OlbXwP+Dnw3+MmpSaNJ4m1DS7+KFpEtZPLfz1H9w4GT6j05rifFdrPpviK+snl84C6fbK3/LVdxw349a1/hDfeKPDniZvG3h2QJLo1nNcNMy7kT5GUAjvnPT/CvpJe09j7stT85o1qTzL97SThezir6L773S8z2jXP+CfFpH4UvvE+g+N7m+lsIxLPp7JGkixEhd43EZwSMgZOATjiuM+M3gB/AGkeGPC1pcTXCQ6TI63bw7Q5eZ2/Ln+Rpbz9uH4rpFJYxXFiyTW7xTj7KVLBlKnkMD0Jp+u/Hq61fQtC17xzoq63dXWmtCouLh1WGCOWSNVXHKjA4wRjFZRWKSXtNT0MdPJMRSlHCpx21d9NV5vfQ89e1bGZIyHHbb29akggZ38iOHcz8ABSST9Kl8SfESTWLq3k0bRLbSobcMFSxZ1aTPUszEk8D19a29X8bpqnge3fS9kGpII47uSMYkYgnkEDgEAd/XpWuvU8Gnh8PKUr1NlfbfyRu+HfDXinwX4bk8TaLp1vc3RMaOl06LHCzE4dyxB2IBubbk5wDgHNc58RviNJq4/sKNbOW3ikZjOLZSzscA4ZhkDj2rSs/EPiXxV8LL+3lR57mJgk1yDlxbghmTPXGQCf92vN5bcvLgk8+lTHV69DtzDG+zw8MPQuoNJvu9f6uW7fUF3q0MUTHdkKYVI/HIr63/Z/1K38M+CIr/WtAdJLyzUpY2aBPLl52lQckKygsR0B5AGa+Y/C2j2OgaYPGGtQo4WTbp1nJ/y8Sj+Ij+4vBPqcD1x9Mfs++Lz4r0a017VdQ8hreXbLKEDdgCdvGTsf1HOa48ZK8bLYzyLF/VcwjJvR7+h3U/wg8K+MtZsPHOnQvaXtncRXUq20YYTojBsyZPBOOoA696674wR3uqfC7V9Es9XtLeW60+WHM94RmR4mwvIAAyACfWty98NWng/wsyeGns9QadBsARoWXOPmBLNuU56cEcEZ6Vx/iLRfFGofC3XxqsdnYtHpknmap5ySGAqdwkVDIDxgZ78fiPJi5VJxu72Z+pVvZwozVt0729D89JoZ7S4YSZV4nIJHqDVrXtXu/E17Jr97L5k0u0XLBf4goAP44/PNdLrHwo8Zak8l/Z2aTwPISl9BMpilXPDjngGtjwP8M9J8Maj/AGh4x1e3uLTYVn0+FC3nqexbI2nOCD2Ir6JyilfqflNHKMfWlyRg1Fvd6L11Oa0b4aXdzoUev6vrNrpkNwc27XkgBdBnLBR8xGRgYHPNangvXvDvw51T+1tO8TT35RstbJZlY5jgr1Y8dTzjNUfihqMGu+MrmS1ZktYVSO1iI/1UYUYX2xWEkbmNmXBVOTz2zU6yWpy1a0MFieWjH3oP4tb3XXe3yPpP4MfH34a+LPGllZ+MrW9sry4nwtxc3Akty/8ADxgFTnAAPHuK/an9hH9qDTfjH+xZL8BvDzWyeKdM8Py6fa2MzhJbuNlcK6A9du8j8Ae9fzwfDCKO4+I+gwSRbkfWrYODzkeaua+xNal1lfjxf/FDwf4813SEi1BG0fTdIuvskdmsaKAcR4+Yldx6ct+NcdSpDDVVK+6PscnzyvicI3iUpOLSVtHrd69NLfifeXx7ufH3hz4dP4Y+I8rx3dppdtpWl2szfeKTCSY4Ax2XJ7mvnbW9VbwxoV1rupasbW1tYWmuWZvkVVGST+ArkP2i/wBqz4xQ+Fz4/wBXub7xY2hxOJ4dW1Ji626y7WcMBluSWOQTgHnivlj4+ftu618YvAMfhAeGf7KtNSQSXP2S7yzBXYbCWXlTtB7VxzpVMbUU4r3dmfTVc+wOX4Wbk/etdKz36a+p538b/jDqHxx+JVz4gv7maSNpTDpVrjKwxZwqj3PBPqSa/q//AOCbVvcWn/BOv4B2l1GUli+CvhVJFI5DDSLUEfnX8eHi/XU0izjg8PLLBNKW824kkBcDjhcAbevJ6/Sv7Bf+CXrM/wDwTQ/Z2d2JJ+BfhEkk9T/Y1pX1+WUlTTa2sfAYL2larPEVJXlPVnulFFFeqekFfhz/AMFUdS8Y3v8AwUa+NOi6dmK0gvdEKyzYVG3+H9NztPcjB71+41fJP7UP/BHL4AftX/GDXfjR43+MvxK0fUPEFzbz3lj4d1LTI7WNobO3tF2LPYSvylsjHc7fMWxgEKOPHYeWJpKK73OrCVo0Kjk+x+CuqWV3qGu6jbXRjlezuYoJPurwH2jOOvPfk8Vr6P4eu7H4gJLY+IXimGlpJNFbsAwVkGVI4yOR1Nfr5N/wbXfsXT3Mt2/x4+Me+acSyMNZ0b5mBzn/AJBVbNp/wbzfshWeoDVIvjZ8VzN9mWB2bUtGO9FAAyP7L5PA5rzVltfrb7z1Z5nR+zfbt6H5V6F4hhgs4F1PUJZJyXa6R93ABwOScehxWm+n2TXP9py6hGYdjNDDkljkk5x2r9RJf+De/wDZNklklHx2+LSGVgXCaloozwox/wAgvp8o4+tRWn/BvJ+yVYzvcWnx7+LyNIAHxqujEFQMAc6X/wDXprLa0ZX0+8wePpSja7Xy/wCCfz5/8FK9CtJvDWka5DFultNRMLyo5Iw8eTnPfKivkCMZr+qb40f8GyP7Enx68OQ+FvH3x++NDW0EwljNprWixuCOnP8AZJ4rzBf+DNj/AIJkL0+Pnx6/8KbRP/lPXp4SlUo0uWXc8XMI/WK/PT7I/muUcjjirunsyzIysQQwII7Gv6Rh/wAGbn/BMvGP+F+/Hv8A8KbRP/lPT4v+DOT/AIJnwsGT4+fHnI/6mXRP/lPW7TZwPC1T8T/DUsN/8CrW8l1i4jax1d+IwThJkBA69AyHmu2/Z1+LXhv4X6nqUninUL67F8kSWix2+7yuc5O5u4I/Kv2r0L/g1V/YD8P+ErnwXafHj42PZXTIz+dr2il1KkkFSNJGOpqD/iFF/wCCff2gXP8Awvn437hjA/4SDRccf9wmvDq5XVqqUXs/M9ehiKuGqU6tP4opf5fkflf8QLfwB8cdD1SPwTfWFjreqTWg1G91BWWSeKFSFwMkMw2r0xwPeuKg/Yp1e30xHvLmaWVr0StfW8XliKLjOASc4zuycHjA61+zcX/Brz+wzDjy/j/8awVYEMNc0XIIzj/mE+9bV5/wbgfsrXXhhfCcX7Vvx6trdJlkEtr4k0ZJSVJIBb+yfu5PI74FYLKsfBJQkvmegsZg6zcq9PX+7p+H6n47+EP2W/gz8PNW/tSzhbUdWbkXFzhxE/qq42gk/iPWu1+IvjzxBafDa8nh16ea402GGG0l2BvKj80fKAQQAfUjsBmv1ksf+Dd79k6ytYrdv2hfjDM0S4M0up6GHf3bbpIBPvirH/EPb+yQbaayl+N/xXkguECzQvqGilXAIIBH9l88gH8Kx/sjMXNOTT+f/APQ/tDKY4WVOlBxb206/f8AifkJ8EfGmvXCnWvifvfR44mbzZbIIpAViTlFBbBxXh/7Sfxl+BvjH4i23ivw1pV1qK6ZaeTb2pUwW7tvLeYxfLN1wF2gcck9K/ey+/4N8f2Ur8x+b8fvi6giGI0i1PRVVR7D+yq8uvv+DTX/AIJ531zLct8efjhH50rSGOLxDooVcnOADpJwK3o5RXhUc5W+883EYyEqShF3t3X/AAT8HfEPxu1zxFCltLpNlHbxr+6REOc5yTuGMnpzis34UfCfXPjn8VNE+FngthFqniPU47OxN048vzZHwNzDkDJ64Nfvev8AwaV/8E80II/aA+Ohx0z4i0T/AOVFeh/C/wD4Nuf2GfhA2laj4K+JPxMh1jRbv7TpviKS80Y38MoferiQaYASp4HHArrWX1o7WPOrNVvj1P58vjd+zL44/Zl+Pd/8AfiNfw/29pSL9oFqjNEfNtxIpBIBPyuM8Vf1zxJo/wAD/Dmk33wrvdQ/tS6ZB4jXVIYzaykRghY8YcDeZM5OcBcHk4/fn4n/APBt5+yB8ZPjXcfH/wCI/wC0T8Z9T8R3bRm4mm1fQ/LcJGI1BX+yeQFAHXtWb8Rv+DYn9g/4nWEOn678X/izbpBMZUbTtQ0OFiSMYJGknI9qxqZdipzS05euv/AM6MJUqbnTnyzW1lr8n0PxS+Hfxz1rX/A93aeJvC0kU+oMx8P29kdsE13mL95MrHLKVaX5h3wOldtqsWs+IfhcbCHTBFaeSTqCvdl8yhtzeXGFAYfdABYdDzX66eEP+DYf9hvwdDFBa/Hf4zXghl8yE6jrOiSmM4UAA/2SMABRxXTaV/wbw/skaPok2gWnx4+LZt53LP5l/oZbkjgH+yuBxWNTKMQ3eKR6mGzCtGi6darJ3VunzPxAfwN4Z1n4fWNjDrutfa1uZY1sfKWKC3LtGWbaSRuL7l+90TrzWWNd8EfC243+OddmewuVMVqjxIy+dFtDYUElTwvJ6ds1+5eu/wDBuj+yP4h0iTQr/wDaB+L62skiv5UN/oKEEEHhhpG7GRnkmvP/ABH/AMGnX/BPnxTO1zq3x++OTO0zS5XxDoowx64/4lPT2pwynEt/vLfJnHOrChUVXDq811fbVO61Pyr0P42fA/VNLkiiZVmu0mtotcuYPLSzBX5gzHnZtYEkY6kDPWvIPH3irwP4rjZdA1+7uNcugsemwQaeTAUDPudmBJPKIQAOhPpX7cwf8Go//BP+20STw/F8fPjf9nlLlwdf0XOWAB5/sn0UUmi/8Gpf7CPhy+tNU8P/ALS/x6srmxj2Ws9t4j0NXjGSeD/ZGc5Jq6eUVKcm1+ZOIzDMcXCMavLvdtLrsfz7+K/Cfi7wx4mm0fx3pLW2oRyEXCzwgbj+XP8ATvR8QPF9/qXgTT/Ct1ZQiKyuCyTxRgMBtwEOOMdcd6/or8Tf8G0H7Injq9W9+IX7U3x28QEJtdNX1vQZQ49yNHDZ/wBoEEetcbqP/BpD/wAE6tSUpN8efjkql921PEWi8e3Okmt44DENpytp5nmVcNUipqjJ2lvfe2+u5/OVbQMk8aAht8gAz25rvPjPpH2L4i6zJZwloBqUoEgORnd/jX73J/waE/8ABOBJBJ/wvz46kqcjPiPRP/lRXQa1/wAGp/8AwT6124uby9+N3xoEt3L5ksket6KDuJySM6TitJ4LENpqxhDATdKUZ2vo/uufzoXVleB12pjCqoIHtTGhMcmROpCjnHc1/RtpP/Bqp/wTt0sATfFX4vXuFxm81rRz+Py6WvNSy/8ABqv/AME25Q2/xv8AFT5geV1zTBj3406sngsT2X3mf9l1JRXvK/z/AMj8DtaddQ+CH2a3vLd59OurU3dou4yxq8b7XPYDjB/3hXL+H/DOvDRZPFUGjyyxh9lv8mQXHVz7L+p+hr+hfw7/AMGsf7BXhpr1bP48/GqaG/tHt5ra71zRZIwjDGVB0nhh2PUYrb03/g2g/Yj0nTotJ0/44fF+O3hjCRxjVdEwoH/cKqJZfi18KX3/APANcXgZYmpGezSSfy0T+4/nf+Hvwm8feMvE8TjTJgrS75Li4XcPXJzwfX1/mPsL4F+GLNfFulaXDJIrWMPnsiE/LFEvJJ7DO0fjX61f8Q337HIYOnx9+MasowGTV9FBA/8ABVS+Ff8Ag3C/Y/8ACHjE+N9M/aE+M73ZsJ7QRz61oxiCSrtY7RpQywHTJwPSuWvlOPxCtovmbYHBrC14Slqk038j82tYNoY1urq4ZNwwxkIAPI6c15N+0D4gnTRI7SymjkaRiMHnCgryOwPT8M1+xXiz/g3d/ZG8a6FN4d1749fF+S2mAyF1bRgUIIIKn+y+DkVycH/Brx+w3bwtbx/tCfG7Y33kOvaLg/8AlJrnw+Q4ynJSk0fYTzbDN2Sdj8NLu2LK1zeXOGx1ds4HsKzbHSTrF/8AbLdnW1t2Xzrpl4X2HqT6V+7Mv/Brb+whL9/49/Gr8Nc0X/5U1aX/AINhP2G49Pj0yH49fGdIYhhVXWdE5Pcn/iU9fevR/s7FJaWv6mf9oYVvW/3H893xM8HLo98dZ0yMm0uJT8gH+rfOcfQ9R/8AWrl1EgGWUgAelf0cQ/8ABsF+w9BHNHF+0B8awJ0CuRrui9uhH/Ep4PX8zXNP/wAGl3/BPqWUyz/tFfHmQlssH8TaKd31/wCJTVRy7E21sfGZllVKriXUwzsnrZ9D8ef+CaPhiy8UfHm80jWtPNxaT+HrhJOu0NuQqCR0zjH419jeOvhd4U8K6Itzp/hryZ5bmOGILK/Ck4Ixk9s19wfDv/g2C/Y5+FGrnXfh7+1f8f8ATLoxNGJIfEmhkBWIyNraOR27iu9uP+CDvwmvLY2l9+3D8f50Jz+91Tw2TnGM7v7Ez39a83F5Dja9bni1b1f+R9FlGIwuX5Z9XqU+ad3rZaX7X1PyS8T/ALP3gb9pez/4Vz4r8S3dobO4l1YQ6dKpmK+ZsXcWBCghj25xX58+JovI8TahbHJCXcoXJ5wGOK/pU8Ef8G5X7L/w81678TeFP2r/AI5QX19D5V3cPqfh6RpEznB3aKa4DUf+DSr/AIJ3apfzalefHj44GWeRpJCuv6IBknJ4GkcV04TKMbh04yaa6fr0PNzeEMfh6apRtNX5m+vY/C//AIJteHddm/4Kefs96jHo10bdfjj4RfzxbNt2jV7TJ3Yxiv7F6+MP2ev+CHv7OP7Nuq+FdR8GfHP4o38Pg/VLC+0mx1m90Z4i1pMsqI5i0yN2RmUbsMGIPDLwR9n17mEhXhFqoku1nf8ARGkKNKjSioSbdlfS1n97uFFFFdYwooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooA/masNQ8c658HtL1TUZPISHTFk8ucKJP3aY5U9R8p7H361w3hTRZtZ1DT5h5f+ku4Eo24U+YoYhfbd9K/afU/wDg3k/ZP1aGK2u/2hPjH5UVmtqsS6xowUxqgTH/ACC+4AzjFZukf8G3H7GeiX9vqFj8d/jCHtf9UravoxX727kf2V614CyyvHax7yzOhyNO/wBx+Qnw6stU0ez1G60fxFNLD9tIEcMnyMwzz2wcHHHrXpNlrek3MjWAv3kRlEcUj7h8233OfSv1J0n/AIN6/wBkPRYZLew+NPxVWOSUyFG1HRiAx64/4lfHSmf8Q837JXkpb/8AC+Pi5sRQFUanooHGOeNL5PA+tN5ZWa6feQ8ypuTf6H5a6tplraadcm61COSWWQZ2uflUHkE/Svbv+CdGuxXfw28R+Hg7brHxO0scfO1YpreFhtOOhkWXuT+GK+3tP/4N7f2UdKgFvY/H/wCL6IpJUf2roxwTnnnS+vNdD4B/4IhfA74Y3epXfgr9pz4vWn9rSRyXiNdaBIrMilQRv0gkcHnmvjuPeCsw4r4bnl+GcI1LxcXJtR0ave0ZPa9rLfyJpZlSw9WNSzlZ3skr7NaXaXXq9r9TwWnJwMGvp0f8EnfBA6ftYfFr/wAtz/5T0o/4JPeCR/zdj8Wv/Lc/+U9fgv8AxL1xr/z/AMP/AOB1P/lR6P8ArRhv+fFT/wAk/wDkz5ev9JsNf0y60LVYfMtb62kt7mPON8bqVYceoJr8TvitaxWur6dLH4guQ9xpkSEqSwMkYMROQeclO39a/pTT/glF4KQ5H7V/xa/H/hHf/lPXiPxF/wCDZT9iD4o69J4l8U/HT4xG7lvrm7d7TVtEiBknkMj/ACrpOANxJAA4zX6v4ZeG/EXBf1qOOqU5xq8jXJKTs4897qUI78y1T6Hk5lmdHMWnCnKNl9rl11VtYyey5t+5+Nf7OP7QngrwV4VsPCmr3l/NfwSyyyXQtsqwLZC5LZ6cVN8Q/gv4a+LtjpNr8JNT0vTtMs7aUCxSN2m82SQljszwOBjn1r9cNN/4NTv2AdKuBdWnx7+N28dC2v6Kf/cTWvZ/8Gwv7EenTJc6f+0P8boJEGFki17RQRzn/oE1+mf2PiYTcqbtfzJhmLnSjTrxUlFWVtHb136H40QfsTW39o29p4gu7q0shZiO8uVAUXDAAn5STtDD0zjZ6mu6+HHwd+GnwecTfDmIwXUEgd9Uf5pWx6MeRz0xge1frrrP/BuR+y3reqWWqXH7V/x4j+wxGOO2i8QaJ5MgJyd6NpJDnoMnsBWmv/BvP+yUrE/8L4+LhBx8p1PRcce39l1nPKszmrOS+89DDYzJqNXm9m7rZvX7ux+Pnxz+JHi61bSL/RtXna5v5Z2upDArmZwycnKnntgY4A4rf8OfEzw74K+H1z4k+OqtFJ8ohMliysSxbgLGo5Ix1r9al/4N8/2SwIPM+N/xWkNq7PbGS/0UmJmGGK/8SvgnA59qyvGH/BuL+x3460i90TxF8e/jFLb38YSdV1fRgeMEEH+yuCCAR7ij+xsVKKUreev/AADOpmGGVac6bdnsrafn3P5+/Fvxb+Hlh471fxn4O8PTXl1qt88qz6gwjjt1Y52JH82R2LMQT6AZzyfi34nar4y85tasLceaCG+zqUZQenqOw7V+9r/8Glf/AATzfGf2gPjpwOP+Kj0X/wCVFOj/AODS7/gnpG27/hf3xybJ53eIdEOf/KRXesuqq3+Z5EqzlFxezPxC/ZG/Yl+K37anjDVvBPwentI7zR9La/ul1GQqDEGVcAqCScsOMCuP8CeD9O1TXpdJ1jULj7LBfwpqXlQfvFiVmD7M8bsZxniv6WPhV/wQg/ZX+BOtXHiP4JfF74leE7+9sGs7660S50aJrmE4+VwdMIPIDdOteceB/wDg1/8A2EPAWq3usaZ8avi/dTX5JuBqGp6HKuSScgf2SMH5jSqYHFOD5bX9TkhQpuqr6Lr1/A/B3xD8Ybn4W+KB4M+GFvPe+HTbRi3sNchQzNI/MnMWOC5YD1XHAPT1K0+KN94r0XR9N1Hw9cf2zbbf7WV5AtvBZmOMosIzlHDtJlSCBx71+wnjX/g1k/YH8ceJE8VXvxx+M1ldxoiodM1nRIVXb0IA0k4PvW1pX/BtD+xJpGnmwt/jh8X3ZrdITdS6pojSlVAAy39lcn5RyaweU15RTsr9fU7qGMxlCq17aXKtvJdkunp0Px0+Muk3niCGxvtcs3i06OQi1EbG6mjiIGSynYFwgHIJ5HSsvxr4E8PX+s2+t6f4l1i4aG1jubqe9K4DLHGCig4OxThQfbOK/cGb/g3w/ZNuLO1sZvjp8WGjtE2xA3uh5Py45/4lXPH86xPFv/Btr+x543jiTX/2h/jM5ht3hRoNT0KI7WABPyaQBngc1jHKcarLS3r/AMA2xNbDYmbnUbk3a99NvNM/EbSPiX8Mfh3c/wDCMeNdclfVLYkxPJArkRMgK/MmcDAX5Rk/jxXU+KvjL8Gp/CMp0eSPTJYDFdPPcQiNtSLKVXC5yX2vuwScDPNfqnef8Gk3/BO6+vxqM/x8+OZlChcjxFonIAxz/wASir2sf8Go3/BP7W7O3sb34+/G/wAu12eVs1/RARtUKP8AmE+grZ5NNtP9TCnm2aUqfs0o8qWnftq/Q/Dbxbp//Ce6k2jfBi71DU9TRZ5dVSTTzGgIL5VDluPLQHLYH3umK82062utN1TzJrNY7iCQERyQgFGHOcEcV/RN4K/4Ngf2PfhxrM+v+A/2tv2gtJu7lmaeWx8S6Gm/OQQf+JPyME8Gma9/wa4fsMeLGuJvFv7Qnxs1O4uG3fa7rWdCEsbdyrJpCnn0OR7ZrdZfiI6aW9f+AeZUoOrFNv3l93y1umfzqfGHxPd+M/EUeo31pFBILOOIGBMK+0ctj3OelL8FLKG58eraXRHljSr8uxOOlpN/Wv6Bb3/g0W/4Jz38gln+Pnx0yq4G3xFogx/5SKseGv8Ag0p/4J3eFdWGs6b8ePjg0oikjxP4g0RlKujI2R/ZHoxrVYGsqXKrHKsLiZ4n2tR31u/vP542066ttTSJ7crlsqWHBx396Z9iuRL+9IReSxx2r+iif/g08/4J5TGJl+OHxqj8nps13RPm+udJP6YrTtP+DV3/AIJ0W9qbab4i/Fe4z1kn1nSd30+XTBWf1LErovvI/syTm7SSR/Od4eSZNdtGjZWJukKgdPvA12nxvki1AaFrmnXkF3a3GmFY5bbcQrLK6shJ7ggnjsRX773v/Bqf/wAE4bqBo7b4j/Fu0kJytza6/pYdPpnTSP0qzp3/AAa3/sGWGgw+HZfjj8ZbuCC/W7ha91nRJHRwCMBv7JyFOclehIFS8BiXrZfeaRwNSOEnQbTvZp67r/hz+ee78J+LNC0mGGPRrhZ72PLSBcFEPRB7nqfwHrXa/AD4N+K31tfEus6Y0Frasr/vVwzHOVA/EA8ccfl/QAn/AAba/sZI6yD48fGHcpyCdV0T/wCVVOf/AINu/wBjlldE/aA+MiB/vbNY0UZ9/wDkFVhLL8e4OKS18zCnljg7n5d/BLS7eHTdX1y2nkKx+VaOR08xmDlfchQPzrZ1mSysp3c3ZV+WVZWAbOBnvX6b+Bf+Ddb9kj4faRqOjaJ+0H8ZJI9T1BLydrvWdGdldUZAq/8AErAC4YnpknvVHx7/AMG2v7GfxHa2k8SfHr4xmS1LeVNDrOjK2GxkE/2UcjgV574fxsqmrVj7HAY7D4TBRptPmW/bc/Fz4863e33icWlrIjJGvzSJ97dheMn2x+ZrzXUIbWzi825ugMn5ucsTX7pt/wAGvf7DbxLDL+0H8bXVPuh9e0U4/wDKTULf8GtX7BrurSfHj40thgdra5ouDj1/4lNejSyrE04KOmh0PMsPLufhVpvhmK9tJrvV4nS2uoXSGNl5m9x6AevrXm3irw3deGdYewkBkU/NDKBw6Hof8+lf0V3n/BsT+xBfSebN8ffjRkdAutaIAB6D/iU9Kqar/wAGuX7DOraL/YU37Q3xwjh3E7oPEGiq3JzjP9k9M549z61osuxd7u33niZ1RwWZUlyXU47O2/k9f+GP50UWQtjGCTxmvuT/AIJpfDvQ/GfwR1ttf0E3L2/iHzLVn3AMDEoJGCM4I/Wv0rX/AINKv+Ceozu/aF+O7cYBbxJopx7j/iUV3Xw2/wCDcH9mn4Q2EmmfDr9sv9oTTYZZfMkSPxFoTgtjH8ejnHHpWOLyjFV6LhFq552RYaOW45Vq8eaNmrKz39T88PiZ4K0LwtN/ZuiaOYHbT5ZJSszY3E7FPOcfeP514Z+1P+z14F8Z/C/Xv2jrbxNeTan4cshpsFrayJ9nBDIjbiQSxHmt0IwQPev2b8Tf8G/nwM8Y6a+k+Jf20fj5dQSIEdTqnhxCVBzjK6ID1rGh/wCDbf8AZOg+G198I0/ai+N3/CP6i5e7sP7S8PYdiwbdu/sbcDkA8HtXFQyHMKE1JSV/Xp16H0GJxmDxDqL2ejTstNHbTZn80O15kKKhZi2AAMk/hX6Y/wDBoFoGt6Z/wUt8c3mpaRc28bfA7UlDTW7IN39s6McZI64Br730b/g0w/4J46Dq9rrmn/Hf43i4s7mOeAvr+iEB0YMMj+yORkV9f/sl/wDBOH4Wfsf+Prj4j+Dfip438QX9zoU2lSJ4nm01o/KknhmLgWllbneGhUDnbtJ+UnBHu0MPiaNVaJrrr/wD53LsCqEJurKz6JK6fq7q33M+haKKK9U7wooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooA+V/wDgtXqmpaL/AME1fiBqmkQyyXMGo+HWjSFdzH/ioNOzgfTNfh18cG8T2+l/b9bvIdrlbdk+VsA5OTnoflPPH61/Rl+0r+z/AOFf2o/gxqvwP8a6/q+l6bq89lLPfaFLCl1E1teQ3cewzxSxjLwKGyh+UtjBww+ONb/4Ny/2QfESPFq/7QXxkmV5hKQ2s6McMOh50v8AnXl43B1MRWU49FY9PA4unh42l3ufjMvhgyaZrLXNxHarDb72lZgc/wCr2g9cfeFdn4AbUNF03SoNQ8QXT2ZhyWLMwReWUDackZPTjrX6yad/wbh/sa6bHdwp8cvi9Kl6pWdJtW0ZgeQeP+JXxyorUH/Bvl+yUNPj00fG74r+XEECE6hopOEIIBJ0vkcVy/2bXa1t950zzKk9u/Y/La0vrTXLP7PBeBLgLvDuxA24I/wrE8f2Gm2+hLaGeOYCMrIQxAckgZGOpxX6uXf/AAbwfsj30Zjuvjx8XmBGM/2row44440v2FW4f+Dfz9lqBdiftA/F7GNuDqei/d9P+QX0prLa0U0kvvM/r1JtO708v+CfyhfEPR00Dx/rOiRxsiWupzxordQoc4/SstF46V/TH4q/4M+v+CbPjHxJeeKtX+Pfx2+1X07TT+V4k0RV3Hrgf2RxVEf8Gbf/AATLHT4+/Hsf9zNon/ynr2oKSgk9z5uph5SqNx2P5sYODXqf7Mmqf2X8RNNuJLp4447+KR9p6rnDD8Qf0r9/B/wZvf8ABMtTkfHz49f+FNon/wAp61PDf/BoX/wTj8K6hHqelfH747CWI5Xf4j0Qj/00VliKLq0nFdSaVCrTqxn2aZ+Hnim1/sfxRf6XbeJbpDa3jKW2McLvxxhvcV9HaJ8ffgx478KTeEPEFhcy2E0MMN3b3lrhJChVgx2vnhlBFfq14i/4NYP2BvE2rXOtah8dfjUs93t84w67oqg4AHA/srjpTdM/4NXP2CNIRo7P49/G0B/vbte0U/8AuJrxKuUV6qTe68z2sNjamEnNQScJaNNXutbH5A+Mf2YdQ+KHxBuvFek+I7CXT7i+DxWunxGUiFcKFJJABwAD15qLTP2KPB1zJdP8Qb28tbVbjzLex83ggjgg9exXHBOM+lftB4e/4NpP2N/CuojU9C/aQ+N8EgcsQmvaLtJPqP7Jq7Z/8G437Ktt4iu/Edz+1L8dLxryQu9pe69oksMZ7eWp0nKAYGApHSs3lmZfZkjsp4nK5WdWm27666f15H5S/D/S9C+EtoLb4dMdJs3hMEkdsoDSqR82T1PHfk89a5Xxr48+IUXxXu/D/hK4maJRGIbZbFJAqmJTwCpJHuTX7LL/AMG8/wCyUq7T8ePi42OhbU9FOP8Ayl1ZX/g36/ZRS5kvo/jn8V1uJo1SW5W/0XzGVRhQW/svoBxis4ZPjk3zWfz/AOAdmKzDL6lOEaV427K2n3n5BfGT4yfCPwZ8MG0DxuzprmpWE8eIbN2cbspvwMLwD0yORXybp/xf0fwNZ/2N8PPDAUBCWvNSkEkszEY3FQML7AHgE9cnP9AHxC/4Nj/2IPibZ2tn4n+PXxnIs5TJbyQa3oyMpI+YZ/srkHAz9BXJn/g0q/4J5l94/aA+OgP/AGMWif8AyorpoZTVpQs+vmeXicZ7WrzR6baan4A+JfEsnipg1/aKH3llNsSoJxjoc+lekeFv2Hvi14p/ZP1r9szTb20HhHQNRFnfBi32gSF4kyFAIxmZOSw7+lfuT4Q/4NT/APgnl4R16213/hcHxh1QWxY/YdX1fRJreXKkYdP7JGeuevUCvTNT/wCCA/7Ll18D9Y/Zw0b4+/FvRvBeuXKXGoaDpGo6LHC0qsjbwG0ttpJRCf8AdHSun6hXSsrHm1oRqO/U/nR+EPgr4f6sYNR+I17qraUls/ljSIkE5l87/pp8uNpb6nHStjwR+0V8TZvF8PhtdMtNS8nUv9HlkgIkt4xJjJKnHC5wxHGc+lfvb4I/4NoP2GfAWgp4d0n4u/FW4hSQur317ocsmSScbjpPTnpXM2X/AAan/sCab4ibxNpv7QHxwt53uPOeOHX9EWNjv37Sv9k8rntXP/ZuKnNuaVumv/ANU61CEfYVXG/xJK3ye9/Lsfk74Z8fReLvGsWtaHod6beS1QLcXl2qzvqPljzSWGcx+YxIOM4HrVS/8Pofi9a6r4v1C606WZ0LX2mRmZouNuRKdp3BNxxs6rjPNfs7pn/Bt3+xdoz2r6Z8bPi1CbSfzU2ajomHbj7w/srnp7VrXn/Bvn+ypd3zamfj38WY5zsxIl3oPy7fQHSSOec8dzWDyjFxleKj956csd7egoVqkm077Lf8D8K774cWNnfT3mg61qUfmusFoblozIXXa4ySRhvlB59c9sVf8G/HT4Gi6h01r+Se4dkjuohZ5M0mCu044OSACxOME+wP7MeL/wDg2L/Yk8b3U15rn7QfxqL3E6yy+RrWiICyrtAwNJxjHauX0n/g0r/4J4aNqaatZfHr44iVJ1lUN4h0QjcDkcf2R61pHJ60o+/v6nBDF18DP/Y0lfe+vV9Htofkp8VPiv8ACXV7GBtF1OPS7eazlgGlRwB5bdI9zl9gIwrFiB05BzXiXjjw5rPiS1v/ABP8OLW/v/CdpcLEbi6stkmOVRmHI5CnhSSMHPTNfvBe/wDBqD/wT+v9T/teX9oH44rObdoSya/on3SCD10jrgmuh8Kf8Gzn7Kfgfw7N4R8K/th/tC2elzribT08S6EYW69UOjkZ5PPvWlPK69KHu2v5sxxFevjal62itb3f62vuj+eHwBr114P1aLXLK1t5HTIkWWJSGXPKn2PtXD+JZn1XXrq/lTypJbl5HjxwpLE4r+jzWP8Ag1O/4J+68kbal8cvjS1wrZkvE1rREkm/39ukhW+uM+pNYc3/AAaG/wDBOOeVppPj78ddzkliPEeic/8AlIrohga0ZOWh5dXC4iUFTi/dWv3n4D+BNNjv/hf4ilKAyJqmniFQ2C3y3Oaxbayu1M8RhKsq7SrLyMn/AOtX9Eug/wDBpx/wTy8PaXc6PZ/HP42yQ3c0Uson17RGO6Pdtx/xKRj75qRP+DT/AP4J5JfNe/8AC7fjSQ3WE67ouz/005/WlLA4hybViZ4CcqcbWutPxZ/OoLWdEYzOF7KpHBNdR8JL+30bxP8Ab9RvIooIov388pO1AWUDpz1xX9Czf8GsH/BOOSFIZvHfxTfYPvnWdKBPGMnGmiqOpf8ABqP/AME6rzadO+Lvxl0xl+82n+IdJUv9d+mN+mKj6jiW9UvvKo4CphsRGrGSfK07a/5H8/fxC8P6vdfFfU9BtIFuJ5tTcRNbg7JQWJDrn+EjnJ7VX1zwr4sNwPDlhotztib5gq4Mz/3yOvsB2H41/RRB/wAGxv7DEGoWurj42/GBru0sFtI7ptV0TeyAk5Y/2T8zc43HnAArSi/4NuP2M4WZo/jx8YAWGD/xNdE/+VVZPAY1PRL7/wDgGFTKm6smno2fhb+zz8KdY8I6Y2t+JoPIa5QiMEYKrkFifyHX096+qvAmlw6f8P8ATEEk5jvxLdIAOSjEKpGexC5/Gv0i1L/g2t/Y11OwbTpf2hPjQkbKVxFrWijAPpnSjXQ6N/wb8fsr6D4b0vwtYftA/GD7PpNiLW2kk1fR2kZQzNuZjpfLZY8jH0rhxGSY+vrdX9T3cmVLL67lU2tZW+R+V2p31pYo6xXybwMOC44474NfM/jbUL7WvEF1I7hYi4CmP5crgYJz7frX7e+Jv+DZD9iHxV4gl8S3/wAevjPFdT7TKbbW9GVWIGM4/so84FVJ/wDg15/YZuWLz/tAfGx2I5Ztd0Uk/wDlJrTDZJiqGradz3ZZph5vZo/CTV0tYAbYSl5HGEjiGSTUWr+AY7/w+2l37+XfeZviRhjyTt4DH36H049K/d+w/wCDXb9hPTb0ahb/AB4+NBlVSEZ9b0U7c9x/xKeD70+4/wCDX79hq6Zmm+PvxpO7rjW9EH/uJrreXYvZW+8wrYrAYilKnUTaemx/OZcWd1Y3UlpPbsrxsVcMOhHWiKORjtHUdRX9Evir/g1g/YS8YPG2q/tFfHNfKXAWDxFoqhunJH9k8nj9TWXD/wAGmH/BPq3ZZYP2ifjwkitkSr4l0Xd+f9kVay7EW1sfC1MmmqrUJXj9zPiv4A/B7wpr/wABfBmtal4X3Xcnh63juWkZlZSq4xwccgA/jWP4qsNE0DXJjDEtlY2WoMWklnYIkccZLEk9tzH86/Trwr/wb9/BLwTo1t4e8M/tvftCW1laQrFBbnXfD8gVR0Hz6KSfxrO8d/8ABuZ+zN8S4lg8cftdfHe/jVmby31bw8qkk5JIXRQCen5V4z4dx0qrfMrN93/kfdVcxwbw0IU6VpK13Za28z8K/wBub9nPwl8GtF0f4heGNdv72bxrey316boqI0OxXAjUKCBmU9Segr5n1mxvdR094NPspZ5SoPlxIWY8jPAr+l74nf8ABtJ+yF8YvD+l+F/iH+078b7+z0Vdumx/2p4fjMK4AxlNGBIwo656Vm/Cr/g10/YZ+DHin/hMvAX7Qfxst9Q+zPAJZta0OQBGI3cNpGMnGM162Hy/G0qa57OS8/u6HzeNwtLE5oq1JctPT189L9/M5D/g0A0vUNJ/4JpeN7fUrKWB2+OWpuqTRFCVOjaNzg9sg1+q9eY/sqfsr+Cv2RfAOofDzwL4q17WLXUtck1We68QyWrTLK8MMJRfs0EKBNsCkAqTlm5xgD06vbo86pLnVmdkowg+WDuu+wUUUVqIKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK/Mz/g4O1XxJY/EL4GWHh+N8Xen+LFnkC/IgVtGYbj26Gv0zrwj9tX/gn58LP2528Ov8SfiF4x0BvDVtfwWbeEryzhMy3bWrSeZ9ptZ8kG0j27dvDPndkY58XSlXw8oLr/mb4aoqNdTfQ/nv+I9rrUnjC20nUriGSW5DzoFKn5iGXAb0+U8ZxxmsibwwZNF0a4j1RbWSa+CW8aPhidqncCB1ywr9lb//AINuv2N9TuI7u++PvxkkljiMaOdY0bIU54/5BXuatWP/AAbn/sc2Fla2Mfxw+Ljiyn863eTVdGLK2AOv9l9PlFeT/ZuIW1j2P7Tocsd7ry9T8rdG1e7sJLlNX1q5kkG0W7Sbj5hJ+YnBxnPf3rblhstdiS4tNQjiiVgswkc8kE8e+a/Ui5/4N9v2TrmZJ/8AheXxXjeNSFMeoaKOpBz/AMgvr8vX3PrVU/8ABvB+yP8AaY7tfjz8XhJESUYaro3BIxn/AJBfPH4Uf2ZV5r6feYf2hTcbP8j8Wv209C03XvhB4jsEjMuNPeaEKx3KYwrDjpjIzX5tIMmv6x/FP/Bu1+yR4x8M3vhLWvj/APGFrO/hMU6pquihsHqQf7K4PvXh6/8ABmt/wTIU5Hx8+Pf/AIU2if8Aynr0cHQqUVJS6nk5jy4lxcOitqfzXKvHA+tWLbgiv6Sx/wAGbn/BMsdPj78e/p/wk2if/KenL/wZwf8ABMxPu/Hz49f+FNon/wAp667M814Wo0fhp+y666h4e1zRZ9Sli87RXCBTnDxsJFPXk4BGK6v4U+MNM8GeP9M8V6trd7NYWszNPbpEWaT5SMYLY7iv3K+Hf/BqD/wT7+GN+dQ8OfHv43szIVZLrX9EdWBUqQR/ZI7E0r/8GoX/AAT5ZVQfHf43KFYkAeINF6n/ALhNePXy6rVqStazPQoSnRp02vii/wBbr9T8wYvip8I/ipa2UjxRLqVpb3TaJcarEUW1klj2nkMQAdq54P615vpX7FuuXJuL+91SPUUa2KRCxhIVXJGH3k8hfQDn2r9mLL/g1s/YQ0+3W2tvj58awiqVUHXdFPUYP/MJroPDv/Bt/wDsl+FLO4sdC/ac+OUCXEJjO3X9FzGCCMr/AMSrgjOR7iuJZRjaUeWnJfNnrrH4fE1ObFQu31jpr+p+MHh39jj4U6Ulprfj2a4v7+JQPsM8g2oRxsIH3gpHU8H0r1/wtqknh2wXwlp+oPHp5fzodPijARGCnacDqR1A6dOK/UPw3/wbi/sm+HNOOmt+0x8btQH8M2p63oksqj03/wBkhiPqTWvbf8G+f7KNncJd2/x6+LiyxtlZP7S0XOf/AAV1lPKMylK7kn8/+Ad+GzDJ6NJpQab30v8Ae7n4ufC3x78TNf1rbLcTXFhG5+0u1ghCjBAywTiqf7Znxe/Z/wBe0wfDy0+1tc2t/HLdx2FuyklAf3e+TCrktywDEY6V+1p/4N7f2SU086VZ/HH4sW1uWLGO21DRUBJOcn/iV8nPeuD8cf8ABrJ+wX8QNffxLrvx6+Na3csSxytba9oqB9owCR/ZJ5xgfQCtoZPX9qpOyt2f/APOnjYfVvZptt73/wCHPwRvfjtdLpx0Lw34YsrKxXCeU+ZWCqOBuwD1/Un1NcVrF1Hrl79rlgaOQhVYxnKgdOh5/Wv6Cf8AiEp/4J5AED9oD46YJ5H/AAkWif8AyorpfAf/AAa4/wDBPHwKLtZPiD8UNbF2EH/E/wBQ0WfydpPMZGlqVJzz64Fdiy+rHa33nnVZ+2haWtj8Jf2jv2Hvix+y34C8FfEH4m6haDT/AB/ppvNDNkWkbywkT4kyAAcTJwCe9QaRpPhTwP4R1Txub/VV8VwPJJor20Uf2VEIUZlDjcTtMvTuF7Ekf0GfHv8A4N5v2Xf2k/Dfhnwh8VP2mfjVd6b4Qtmt9AtYtY0RVtomCrtGdJJwFRAB6KKy9Z/4NrP2Hdc8Ly+Erz4tfFIW81t5DzRXmhrLt9Q39lfe96yq5fi5WUbW66mVGlGDlJS5WttL6/fo/M/Cz4I/tJeKNV1k33jXQ86TFCsWs3+kL5dxJCZEVkQsduSrMdvQk+gAr0/4c6z4h1TT799N0Jbe7ncNBuvjEn2U5K7wFY7jlc/Q+tfq/wCE/wDg1e/YL8GySf2Z8ffjbLDIpVrS613RHi5Kknb/AGTjPyjmu30H/g3b/ZB8Nak+p6R8cfiyjNAsXltf6IyBRjGAdK68VjVyeu17qR6WCzHGUv4taT+4/EXwr4N8NrFr2mavqur2cjopFtp9uI1uisqlVLZbcmd5JIH+rHHPGKNF0r4dQx6/qGvXS2VoRc3yt5RzDIVAzz8wyq8AZOe2K/dhP+Dej9lGFXS2/aA+LkQkRll23mgkvk5zk6QSCDnGMda4HxH/AMGq/wCwR4pi8nVvj/8AG9kEPlbU1/RQNuc/9Anrk9aUcpxbfv2t6/8AAOarKhBqdLWS2b0s7p+Z+R/g748fs/SxMqWT6pb20e9bT7DwoD4DjPAIJXA56npjnlvit8Q/hNqWr3n9peM5ZLeOdrhDpdqJm850eRImbcACHAVjzjnFfsf4e/4NPv8Agn14YMh0v4+/HAGSLy2MniDRD8u4N/0CfUCoR/waZ/8ABPlfOEP7QfxzTz7kTvt8QaH98ZxjOkf7RrSOT1IzuvzFWzPM8TRcKijr2XRbI/Azx14P8eaZb2uueI9KlGnXqM+l3MlsVBQMQfvDIOcg54yOCaNP8V33h3wbq2gWthbyQ6hbFGzEAynjLqRznGfav6Ib/wD4Nrf2XdW8P2/hXWf2xv2hL3TrX/j3s73xFoMqIM52gNox45PHTmuW1n/g04/4J3azcSTn42/Gq28xNrR2mvaKie5AOknGfQYHoBW39n4hq0kvvPNqUKim6lKTu1Z381Z99D+b5ogHadWyPQiu78RaP5nw78KXVtDvlbSp2mVDnaPtc+OPoK/e8/8ABoP/AME3zwfj58dsen/CR6J/8qK3rf8A4NSf+Ce8GmWWkt8bvjRJFYQvFAZNd0UttZ2c5I0nnljWtTBV2laxy0cDUSkp9V+qP50ktLp7JGSMffY9PoKabaVUUPMocnJBHIFf0W6T/wAGon/BPDS3DP8AGb4zXQDZ2XWt6KR9Pl0kcVoz/wDBq9/wTeuH3y+Nvil26a3pg/8AcdWbwWJ7L7zP+y6ko/Ek/n/kfgV8F5Y5dB1PRWvraKe9tLoWcc5bM7LASyKB3IGB7muP8K+F9X8RX8q2mnzOlqhe48tCSB/dHuTwPz7V/Q3Z/wDBqr/wT+0rXYdd0L45fGuwa3lEkdtbeIdH8rIPcNpRJB7jNbum/wDBsv8AsNaPc3l1pXxo+Llu19dPcXCxanogUsxzgD+yuAOgHas5Zfire6l95riMDOvRpxe8Lr1W/wCZ/Oeng3xz4s1dYrTQ58KQkcarlYlB+6Pb6/ia+mfhP8Pn8G6Ba+HtW+S6llVSkQ+9K+FVAB/wEV+0if8ABtx+xmkXkr8ePjCFznA1XRf/AJVVU1T/AINo/wBjPV7u1vLr9on42BrS6jnQR67oq7mRgwB/4lWcHGDgjisKuWY6tFR0S9RUcvdF33Pz11uwisgdLknlP2JIotxIxlVCnJ+oNcF8Rddh0/wxcvZXcT4jGxSchmJGOAeRmv141b/ggj+zBrN5c3l58e/i1/pcrvNEup6NtO4kkYOmdOa87g/4Ndv2F7Sdri0/aA+NsRLE7U17RQBz0H/Ep6Vw0uH8apXk1ofcSzXCpKME7H4d3aXV+/m30m0ZJwWwuaxrmxbVbxdL0xXuJix3BF4UepPoPWv3ck/4Ncf2E5Rh/j58aj/3HNF/+VNTad/wa/8A7DGlQzQ2fx5+M6+eQZHOtaIWIHbP9k9O+K9RZdiltb7zJ5hhZPW/3H4FfEbwNBcaYmq6VKZZ7S3AuSFx5qjOSP8Ad/l9K89VZenlkc9xX9HFv/wbA/sOW1yl3H8fvjTvjYlc63ouOeoI/snoRxWHrf8Awah/sC6/qL6nf/tGfHjzHPITxLooUfQf2TxTjl2K62PlM5y+hjMR7bD6N7p/mfgh8Draa4+L/hcJbNMP7etSYkGSwEqk/pX6fa98FPAGlpd6knhhfKRHmEglcbzgnd1r6z0P/g1K/YN8M6pBrOgftKfHq0uLeRJI5IfE2ig7lOQT/wASnnmvU4P+CD/wrggNsP26P2gnjKlSk2reHHGD1+9ohrhxuR4zEyi4NK3m/wDI9Ph+eHyrDzhiKfO5O60Ttp5n5Qat4U0LxjbyeBfEOptp0PiKzh03er7pC07MW2K3VtrZ5r4n/a0+EGi/AT4xT/Czw3e3dxZabaQeVNeurSMXTzGyVAHVzjjpX9CV5/wbffstaj4xtvHuoftYfHWfVbOZZbW5l1bw8fKYDAIX+xsD6YrB+KP/AAa4fsPfGXxbL44+In7RvxwvtUnjRJrkazoMW8KAoyE0cDoAOnarwmTY7Dy1kuV9PP7jPM3SxuB9nCFp30b/AJe33n81fiXQ9X1UR/2ZpNxOqkhmhgZwDx6Cv7Df+CYcE1r/AME1f2eba4jZJI/gb4SV0YYKkaNaggivmr4Jf8G4H7H3wAsbnS/h9+0F8Y1tby4M11BeapocokfZsHP9kgjA6AEc192fDPwHpfws+G/h/wCGOiX11dWXhzRLTS7O5vmQzyxW8KRI8hjVELlUBO1VXJOFA4r3MJSr0m4zSt0d/wDgHPhsNTw+Fiua8uqtovR31+5G3RRRXcbBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUU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",
       "text/plain": [
        ""
       ]
@@ -598,7 +618,9 @@
     }
    ],
    "source": [
-    "plot_rasters_prompts_masks(run.output[\"s2_raster\"][0], run.output[\"segmentation_mask\"][0], geom, gdf, labels)"
+    "plot_rasters_prompts_masks(\n",
+    "    run.output[\"s2_raster\"][0], run.output[\"segmentation_mask\"][0], geom, gdf, labels\n",
+    ")"
    ]
   },
   {
@@ -617,40 +639,35 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "/anaconda/envs/dev-vibes/lib/python3.8/site-packages/pandas/core/dtypes/cast.py:118: ShapelyDeprecationWarning: The array interface is deprecated and will no longer work in Shapely 2.0. Convert the '.coords' to a numpy array instead.\n",
+      "/home/rpadilha/TerraVibes/y/envs/farmvibes-ai/lib/python3.8/site-packages/pandas/core/dtypes/cast.py:127: ShapelyDeprecationWarning: The array interface is deprecated and will no longer work in Shapely 2.0. Convert the '.coords' to a numpy array instead.\n",
       "  arr = construct_1d_object_array_from_listlike(values)\n"
      ]
     }
    ],
    "source": [
     "point_list = [\n",
-    "        # Initial prompt - Foregound river points\n",
-    "        shpg.Point(-119.26547198690993, 46.451875370803414), \n",
-    "        shpg.Point(-119.26336098664864, 46.4655760422024), \n",
-    "        shpg.Point(-119.26312845986224, 46.43954823602075),\n",
-    "        shpg.Point(-119.2608366093817, 46.43542519065661),\n",
-    "        shpg.Point(-119.26424972761195, 46.414014420571874),\n",
-    "        shpg.Point(-119.26738020466517, 46.50954827923965),\n",
-    "        # Background island points\n",
-    "        shpg.Point(-119.2629152042414, 46.48935759242608),\n",
-    "        shpg.Point(-119.2575570755061, 46.47705948718639),\n",
-    "        shpg.Point(-119.26655313644285, 46.44515072631643),\n",
-    "        shpg.Point(-119.25842992347287, 46.446605588183004), \n",
-    "        shpg.Point(-119.26701259696175, 46.43008409514595),\n",
-    "        shpg.Point(-119.27016443733498, 46.38451765944581),\n",
-    "\n",
-    "    ]\n",
-    "prompt_ids = [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] # same prompt id\n",
-    "labels = [1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0] # foreground and background labels\n",
+    "    # Initial prompt - Foregound river points\n",
+    "    shpg.Point(-119.26547198690993, 46.451875370803414),\n",
+    "    shpg.Point(-119.26336098664864, 46.4655760422024),\n",
+    "    shpg.Point(-119.26312845986224, 46.43954823602075),\n",
+    "    shpg.Point(-119.2608366093817, 46.43542519065661),\n",
+    "    shpg.Point(-119.26424972761195, 46.414014420571874),\n",
+    "    shpg.Point(-119.26738020466517, 46.50954827923965),\n",
+    "    # Background island points\n",
+    "    shpg.Point(-119.2629152042414, 46.48935759242608),\n",
+    "    shpg.Point(-119.2575570755061, 46.47705948718639),\n",
+    "    shpg.Point(-119.26655313644285, 46.44515072631643),\n",
+    "    shpg.Point(-119.25842992347287, 46.446605588183004),\n",
+    "    shpg.Point(-119.26701259696175, 46.43008409514595),\n",
+    "    shpg.Point(-119.27016443733498, 46.38451765944581),\n",
+    "]\n",
+    "prompt_ids = [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]  # same prompt id\n",
+    "labels = [1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0]  # foreground and background labels\n",
     "\n",
     "filepath, gdf, fid = create_geojson_file_from_point(point_list, labels, prompt_ids, storage_dir)\n",
     "geom_collection = ExternalReferenceList(\n",
-    "        id=f\"geo_{fid}\", \n",
-    "        time_range=time_range, \n",
-    "        geometry=shpg.mapping(geom), \n",
-    "        assets=[], \n",
-    "        urls=[filepath]\n",
-    "    )"
+    "    id=f\"geo_{fid}\", time_range=time_range, geometry=shpg.mapping(geom), assets=[], urls=[filepath]\n",
+    ")"
    ]
   },
   {
@@ -675,6 +692,20 @@
      "metadata": {},
      "output_type": "display_data"
     },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "176c2585ad2a41d58a4dd3bd6de5fad4",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Output()"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
     {
      "data": {
       "text/html": [
@@ -687,7 +718,11 @@
     }
    ],
    "source": [
-    "run = client.run(\"farm_ai/segmentation/segment_s2\", \"River segmentation with background points\", input_data={\"user_input\": roi_time_range, \"prompts\": geom_collection})\n",
+    "run = client.run(\n",
+    "    \"farm_ai/segmentation/segment_s2\",\n",
+    "    \"River segmentation with background points\",\n",
+    "    input_data={\"user_input\": roi_time_range, \"prompts\": geom_collection},\n",
+    ")\n",
     "run.monitor()"
    ]
   },
@@ -705,7 +740,7 @@
    "outputs": [
     {
      "data": {
-      "image/jpeg": 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",
       "text/plain": [
        ""
       ]
@@ -715,7 +750,9 @@
     }
    ],
    "source": [
-    "plot_rasters_prompts_masks(run, geom, gdf, labels)"
+    "plot_rasters_prompts_masks(\n",
+    "    run.output[\"s2_raster\"][0], run.output[\"segmentation_mask\"][0], geom, gdf, labels\n",
+    ")"
    ]
   },
   {
@@ -750,6 +787,20 @@
      "metadata": {},
      "output_type": "display_data"
     },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "4196eb1c0dd741008b0018f926f66df5",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Output()"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
     {
      "data": {
       "text/html": [
@@ -763,23 +814,24 @@
    ],
    "source": [
     "point_list = [\n",
-    "        # Bounding box\n",
-    "        shpg.box(-119.24966031524966, 46.40031374917289, -119.27706165804761, 46.4655760422024),\n",
-    "    ]\n",
+    "    # Bounding box\n",
+    "    shpg.box(-119.24966031524966, 46.40031374917289, -119.27706165804761, 46.4655760422024),\n",
+    "]\n",
     "prompt_ids = [0]\n",
     "labels = [1]\n",
     "\n",
     "filepath, gdf, fid = create_geojson_file_from_point(point_list, labels, prompt_ids, storage_dir)\n",
     "geom_collection = ExternalReferenceList(\n",
-    "    id=f\"geo_{fid}\", \n",
-    "    time_range=time_range, \n",
-    "    geometry=shpg.mapping(geom), \n",
-    "    assets=[], \n",
-    "    urls=[filepath]\n",
+    "    id=f\"geo_{fid}\", time_range=time_range, geometry=shpg.mapping(geom), assets=[], urls=[filepath]\n",
     ")\n",
     "\n",
     "# Running the workflow\n",
-    "run = client.run(\"farm_ai/segmentation/segment_s2\", \"River segmentation with bbox\", input_data={\"user_input\": roi_time_range, \"prompts\": geom_collection}, parameters={\"spatial_overlap\": 0.25})\n",
+    "run = client.run(\n",
+    "    \"farm_ai/segmentation/segment_s2\",\n",
+    "    \"River segmentation with bbox\",\n",
+    "    input_data={\"user_input\": roi_time_range, \"prompts\": geom_collection},\n",
+    "    parameters={\"spatial_overlap\": 0.25},\n",
+    ")\n",
     "run.monitor()"
    ]
   },
@@ -792,12 +844,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 13,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/jpeg": 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",
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",
       "text/plain": [
        ""
       ]
@@ -807,7 +859,9 @@
     }
    ],
    "source": [
-    "plot_rasters_prompts_masks(run, geom, gdf, labels)"
+    "plot_rasters_prompts_masks(\n",
+    "    run.output[\"s2_raster\"][0], run.output[\"segmentation_mask\"][0], geom, gdf, labels\n",
+    ")"
    ]
   },
   {
@@ -819,14 +873,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 14,
    "metadata": {},
    "outputs": [
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "/anaconda/envs/dev-vibes/lib/python3.8/site-packages/pandas/core/dtypes/cast.py:118: ShapelyDeprecationWarning: The array interface is deprecated and will no longer work in Shapely 2.0. Convert the '.coords' to a numpy array instead.\n",
+      "/home/rpadilha/TerraVibes/y/envs/farmvibes-ai/lib/python3.8/site-packages/pandas/core/dtypes/cast.py:127: ShapelyDeprecationWarning: The array interface is deprecated and will no longer work in Shapely 2.0. Convert the '.coords' to a numpy array instead.\n",
       "  arr = construct_1d_object_array_from_listlike(values)\n"
      ]
     },
@@ -840,6 +894,20 @@
      "metadata": {},
      "output_type": "display_data"
     },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "a41c395af9b84932b0cf0fdef11aa643",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Output()"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
     {
      "data": {
       "text/html": [
@@ -853,36 +921,37 @@
    ],
    "source": [
     "point_list = [\n",
-    "        # Foregound river point\n",
-    "        shpg.Point(-119.2608366093817, 46.43542519065661),\n",
-    "        # Bounding box\n",
-    "        shpg.box(-119.24966031524966, 46.40031374917289, -119.27706165804761, 46.4655760422024),\n",
-    "    ]\n",
-    "prompt_ids = [0] * len(point_list) # same prompt id\n",
-    "labels = [1] * len(point_list) # foreground and background labels\n",
+    "    # Foregound river point\n",
+    "    shpg.Point(-119.2608366093817, 46.43542519065661),\n",
+    "    # Bounding box\n",
+    "    shpg.box(-119.24966031524966, 46.40031374917289, -119.27706165804761, 46.4655760422024),\n",
+    "]\n",
+    "prompt_ids = [0] * len(point_list)  # same prompt id\n",
+    "labels = [1] * len(point_list)  # foreground and background labels\n",
     "\n",
     "filepath, gdf, fid = create_geojson_file_from_point(point_list, labels, prompt_ids, storage_dir)\n",
     "geom_collection = ExternalReferenceList(\n",
-    "    id=f\"geo_{fid}\", \n",
-    "    time_range=time_range, \n",
-    "    geometry=shpg.mapping(geom), \n",
-    "    assets=[], \n",
-    "    urls=[filepath]\n",
+    "    id=f\"geo_{fid}\", time_range=time_range, geometry=shpg.mapping(geom), assets=[], urls=[filepath]\n",
     ")\n",
     "\n",
     "# Running the workflow\n",
-    "run = client.run(\"farm_ai/segmentation/segment_s2\", \"River segmentation with bbox\", input_data={\"user_input\": roi_time_range, \"prompts\": geom_collection}, parameters={\"spatial_overlap\": 0.25})\n",
+    "run = client.run(\n",
+    "    \"farm_ai/segmentation/segment_s2\",\n",
+    "    \"River segmentation with bbox\",\n",
+    "    input_data={\"user_input\": roi_time_range, \"prompts\": geom_collection},\n",
+    "    parameters={\"spatial_overlap\": 0.25},\n",
+    ")\n",
     "run.monitor()"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 15,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/jpeg": 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",
       "text/plain": [
        ""
       ]
@@ -892,7 +961,9 @@
     }
    ],
    "source": [
-    "plot_rasters_prompts_masks(run, geom, gdf, labels)"
+    "plot_rasters_prompts_masks(\n",
+    "    run.output[\"s2_raster\"][0], run.output[\"segmentation_mask\"][0], geom, gdf, labels\n",
+    ")"
    ]
   },
   {
@@ -921,7 +992,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.15"
+   "version": "3.8.18"
   },
   "name": "Segment Anything Model Workflow (Sentinel-2)",
   "orig_nbformat": 4,
@@ -934,4 +1005,4 @@
  },
  "nbformat": 4,
  "nbformat_minor": 2
-}
+}
\ No newline at end of file
diff --git a/notebooks/sensor/notebook_lib/utils.py b/notebooks/sensor/notebook_lib/utils.py
index 9d5b9cee..e8b907f9 100644
--- a/notebooks/sensor/notebook_lib/utils.py
+++ b/notebooks/sensor/notebook_lib/utils.py
@@ -4,7 +4,6 @@
 import geopandas as gpd
 from geopandas import GeoDataFrame, GeoSeries
 from matplotlib import pyplot as plt
-from rasterio.mask import mask
 from shapely import geometry as shpg
 
 from vibe_core.client import get_default_vibe_client
diff --git a/notebooks/sensor/optimal_locations.ipynb b/notebooks/sensor/optimal_locations.ipynb
index 1b70a838..b520f456 100644
--- a/notebooks/sensor/optimal_locations.ipynb
+++ b/notebooks/sensor/optimal_locations.ipynb
@@ -1,583 +1,583 @@
 {
-    "cells": [
-        {
-            "cell_type": "markdown",
-            "metadata": {},
-            "source": [
-                "# FarmVibes.AI optimal locations identification\n",
-                "This notebook demonstrates identification of optimal locations by learning clusters in sentinel indices (EVI or NDMI or NDWI or combination of indices etc.,). The optimal locations identified can be used to collect soil properties by installing sensors  or performing other manual operations at the locations identified. The selection of sentinel indices as input to perform clustering operation depends on requirement, some examples on selection of indices provided in below sections. The soil properties collected at these locations can be used to generate the nutrients heatmap for the farm land etc. The example of generating nutrients heatmap for \"C\", \"N\", \"P\" and \"pH\" demonstrated using the soil properties collected through sensor installed at locations identified in notebook [heatmaps/nutrients_using_neighbors.ipynb](../heatmaps/nutrients_using_neighbors.ipynb).\n",
-                "\n",
-                "This workflow ingests user data into the cluster. The reference to the data should be accessible via the internet and, for this demo, we assume it is saved in a remote location such as Azure blob storage.\n",
-                "\n",
-                "### Micromamba environment setup\n",
-                "We provide a micromamba environment with the package requirements to run this notebook. If you do not have micromamba installed, please follow the instructions from [micromamba installation guide](https://mamba.readthedocs.io/en/latest/installation/micromamba-installation.html).\n",
-                "\n",
-                "The micromamba environment can be created and activated using the commands below:\n",
-                "```bash\n",
-                "$ micromamba env create -f ./optimal_sample_collection.yaml\n",
-                "$ micromamba activate optimal_sample_collection\n",
-                "```"
-            ]
-        },
-        {
-            "cell_type": "markdown",
-            "metadata": {},
-            "source": [
-                "### Useful libraries\n",
-                "\n",
-                "Below are the main libraries used for this example and other useful links:\n",
-                "- [NumPy](https://github.com/numpy/numpy) is a python package that provides powerful N-dimensional array object, broadcasting functions and useful linear algebra, Fourier transform, and random number capabilities.\n",
-                "- [pandas](https://github.com/scikit-learn/scikit-learn) is a Python package that provides fast, flexible, and expressive data structures designed to make working with \"relational\" or \"labeled\" data both easy and intuitive.\n",
-                "- [rasterio](https://github.com/rasterio/rasterio) is a library for reading and writing geospatial raster data. It is used on torchgeo and rioxarray. It is a good option when reading/writing GeoTIFFs.\n",
-                "- [Scikit-Learn](https://github.com/scikit-learn/scikit-learn) is a Python package for machine learning built on top of SciPy. It Simple and efficient tools for predictive data analysis.\n",
-                "- [Shapely](https://github.com/shapely/shapely) is a library for manipulating geometric shapes."
-            ]
-        },
-        {
-            "cell_type": "markdown",
-            "metadata": {},
-            "source": [
-                "### Imports & API Client"
-            ]
-        },
-        {
-            "cell_type": "code",
-            "execution_count": 1,
-            "metadata": {},
-            "outputs": [],
-            "source": [
-                "from datetime import datetime\n",
-                "from vibe_core.client import get_default_vibe_client\n",
-                "import geopandas as gpd\n",
-                "from matplotlib import pyplot as plt\n",
-                "from notebook_lib import utils"
-            ]
-        },
-        {
-            "cell_type": "markdown",
-            "metadata": {},
-            "source": [
-                "## Workflow Inputs\n",
-                "The main workflow inputs are as follows:\n",
-                "- [farm_boundary](https://geojson.org/): Boundary of the field in geojson format. It is used to clip the satellite imagery to an area of interest and run the workflow. A sample field boundary is provided in the file `./sensor_farm_boundary.geojson`.\n",
-                "\n",
-                "- imagery: Satellite imagery with multispectral bands to create raster indices. In this demo we are using Sentinel-2 imagery, which can be ingested by running a FarmVibes.AI workflow or a user provided url.\n",
-                "\n",
-                "*Note - The provided sample data (sensor_farm_boundary.geojson, sensor_samples.geojson) is intended to help the user understand how to run the workflow and contains mock data.*"
-            ]
-        },
-        {
-            "cell_type": "code",
-            "execution_count": 2,
-            "metadata": {},
-            "outputs": [],
-            "source": [
-                "FARM_BOUNDARY = \"./sensor_farm_boundary.geojson\""
-            ]
-        },
-        {
-            "cell_type": "markdown",
-            "metadata": {},
-            "source": [
-                "## Satellite imagery\n",
-                "Below we outline two methods for getting a raster that contains the satellite imagery used to generate the heatmap. Run the appropriate section below to ingest the data according to your preference.\n",
-                "\n",
-                "### 1. Use the FarmVibes.AI workfow\n",
-                "FarmVibes.AI has several workflows that will ingest and preprocess data from many sources. Below we demonstrate how to obtain Sentinel-2 imagery for a desired location (our field boundary) and time range (some time around when the field samples were collected)."
-            ]
-        },
-        {
-            "cell_type": "code",
-            "execution_count": 3,
-            "metadata": {},
-            "outputs": [],
-            "source": [
-                "START_DATE=datetime(day=30, month=6, year=2022)\n",
-                "END_DATE=datetime(day=2, month=7, year=2022)"
-            ]
-        },
-        {
-            "cell_type": "code",
-            "execution_count": 4,
-            "metadata": {},
-            "outputs": [
-                {
-                    "data": {
-                        "text/html": [
-                            "
\n"
-                        ],
-                        "text/plain": []
-                    },
-                    "metadata": {},
-                    "output_type": "display_data"
-                },
-                {
-                    "data": {
-                        "text/html": [
-                            "
\n"
-                        ],
-                        "text/plain": []
-                    },
-                    "metadata": {},
-                    "output_type": "display_data"
-                }
-            ],
-            "source": [
-                "# sr_id: EPSG code for the coordinate system (CRS) used in the GeoJSON file\n",
-                "# containing the field boundary\n",
-                "# EPSG:4326 is the WGS-84 CRS (lat-lon) usually used in GeoJSON files\n",
-                "# Change this if your samples are provided in a different (projected) CRS\n",
-                "imagery = utils.download_sentinel_raster(\n",
-                "    farm_boundary=FARM_BOUNDARY,\n",
-                "    time_range=(START_DATE, END_DATE),\n",
-                "    sr_id=4326\n",
-                ")"
-            ]
-        },
-        {
-            "cell_type": "markdown",
-            "metadata": {},
-            "source": [
-                "### 2. Ingest user-provided TIFF\n",
-                "Run this if you prefer ingesting your own raster into the cluster that already exist in azure storage account. The raster ingesting should have required bands to compute index in next section. \n",
-                "\n",
-                "For example, if you're ingesting the Sentinel Raster then bands should be mapped as below. It's the format supported by [Spyndex library](https://github.com/awesome-spectral-indices/awesome-spectral-indices#expressions)\n",
-                "\n",
-                "{'B01': 0, 'B02': 1, 'B03': 2, 'B04': 3, 'B05': 4, 'B06': 5, 'B07': 6, 'B08': 7, 'B8A': 8, 'B09': 9, 'B11': 10, 'B12': 11}\n",
-                "\n",
-                "If you are ingesting custom multi spectral raster image that has three bands representing red, blue and nir then bands should be mapped as below.\n",
-                "\n",
-                "{\"R\": 0, \"B\": 1, \"N\": 2}\n",
-                "\n",
-                "Note: To map the bands for Sentinel, Landsat etc., look at respective columns in [Spyndex library documentation](https://github.com/awesome-spectral-indices/awesome-spectral-indices#expressions), if column not found then map the bands based on column \"Standard\"\n"
-            ]
-        },
-        {
-            "cell_type": "code",
-            "execution_count": null,
-            "metadata": {},
-            "outputs": [],
-            "source": [
-                "# Url the cluster will use to access the file, e.g., a signed blob URL\n",
-                "IMAGERY_URL = \"\""
-            ]
-        },
-        {
-            "cell_type": "code",
-            "execution_count": null,
-            "metadata": {},
-            "outputs": [],
-            "source": [
-                "# Ingest the data into the cluster. A `Raster` is returned\n",
-                "imagery = utils.get_raster_from_external(imagery_url=IMAGERY_URL, farm_boundary=FARM_BOUNDARY)\n",
-                "# Set the bands so that we know which band is what when computing indices\n",
-                "# These are the band names for an L2A Sentinel-2 raster\n",
-                "imagery.bands = {'B01': 0, 'B02': 1, 'B03': 2, 'B04': 3, 'B05': 4, 'B06': 5, 'B07': 6, 'B08': 7, 'B8A': 8, 'B09': 9, 'B11': 10, 'B12': 11}"
-            ]
-        },
-        {
-            "cell_type": "markdown",
-            "metadata": {},
-            "source": [
-                "### Identify optimal locations"
-            ]
-        },
-        {
-            "cell_type": "code",
-            "execution_count": 7,
-            "metadata": {},
-            "outputs": [
-                {
-                    "data": {
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-                            "
Workflow: farm_ai/sensor/optimal_locations\n",
-                            "
\n" - ], - "text/plain": [ - "\u001b[1;32mWorkflow:\u001b[0m \u001b[1;4;38;5;27mfarm_ai/sensor/optimal_locations\u001b[0m\n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
\n",
-                            "Description:\n",
-                            "
\n" - ], - "text/plain": [ - "\n", - "\u001b[1;32mDescription:\u001b[0m\n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
    Identify optimal locations by performing clustering operation using Gaussian Mixture model on   \n",
-                            "    computed raster indices. The clustering operation separate computed raster indices values into n\n",
-                            "    groups of equal variance, each group assigned a location and that location is considered as a   \n",
-                            "    optimal locations. The sample locations generated provide information of latitude and longitude.\n",
-                            "    The optimal location can be utilized to install sensors and collect                             \n",
-                            "    soil information. The index parameter used as input to run the computed index workflow          \n",
-                            "    internally using the input raster submitted. The selection of index parameter varies            \n",
-                            "    based on requirement. The workflow supports all the indices supported by spyndex library        \n",
-                            "    (https://github.com/awesome-spectral-indices/awesome-spectral-indices#vegetation).              \n",
-                            "    Below provided various indices that are used to identify optimal locations and generated a      \n",
-                            "    nutrients heatmap.                                                                              \n",
-                            "    Enhanced Vegetation Index (EVI) - EVI is designed to minimize the influence of soil brightness  \n",
-                            "    and atmospheric conditions on vegetation assessment. It is calculated                           \n",
-                            "    using the red, blue, and near-infrared (NIR) bands. EVI is particularly useful for monitoring   \n",
-                            "    vegetation in regions with high canopy cover and in areas where atmospheric                     \n",
-                            "    interference is significant. This indices also used in notebook                                 \n",
-                            "    (notebooks/heatmaps/nutrients_using_neighbors.ipynb) that derive nutrient information for       \n",
-                            "    Carbon, Nitrogen,                                                                               \n",
-                            "    and Phosphorus.                                                                                 \n",
-                            "    Photochemical Reflectance Index (PRI) - It is a vegetation index used to assess the light-use   \n",
-                            "    efficiency of plants in terms of photosynthesis and their response to                           \n",
-                            "    changes in light conditions, particularly variations in the blue and red parts of the           \n",
-                            "    electromagnetic spectrum. This index also used in notebook                                      \n",
-                            "    (notebooks/heatmaps/nutrients_using_neighbors.ipynb) that derive nutrient information for pH.   \n",
-                            "    The number of sample locations generated depend on input parameters submitted. Tune n_clusters  \n",
-                            "    and sieve_size parameters to generate more or less location data points.                        \n",
-                            "    For a 100 acre farm,                                                                            \n",
-                            "    - 20 sample locations are generated using n_clusters=5 and sieve_size=10.                       \n",
-                            "    - 30 sample locations are generated using n_clusters=5 and sieve_size=20.                       \n",
-                            "    - 80 sample locations are generated using n_clusters=5 and sieve_size=5.                        \n",
-                            "    - 130 sample locations are generated using n_clusters=8 and sieve_size=5.                       \n",
-                            "
\n" - ], - "text/plain": [ - " Identify optimal locations by performing clustering operation using Gaussian Mixture model on \n", - " computed raster indices. The clustering operation separate computed raster indices values into n\n", - " groups of equal variance, each group assigned a location and that location is considered as a \n", - " optimal locations. The sample locations generated provide information of latitude and longitude.\n", - " The optimal location can be utilized to install sensors and collect \n", - " soil information. The index parameter used as input to run the computed index workflow \n", - " internally using the input raster submitted. The selection of index parameter varies \n", - " based on requirement. The workflow supports all the indices supported by spyndex library \n", - " (https://github.com/awesome-spectral-indices/awesome-spectral-indices#vegetation). \n", - " Below provided various indices that are used to identify optimal locations and generated a \n", - " nutrients heatmap. \n", - " Enhanced Vegetation Index (EVI) - EVI is designed to minimize the influence of soil brightness \n", - " and atmospheric conditions on vegetation assessment. It is calculated \n", - " using the red, blue, and near-infrared (NIR) bands. EVI is particularly useful for monitoring \n", - " vegetation in regions with high canopy cover and in areas where atmospheric \n", - " interference is significant. This indices also used in notebook \n", - " (notebooks/heatmaps/nutrients_using_neighbors.ipynb) that derive nutrient information for \n", - " Carbon, Nitrogen, \n", - " and Phosphorus. \n", - " Photochemical Reflectance Index (PRI) - It is a vegetation index used to assess the light-use \n", - " efficiency of plants in terms of photosynthesis and their response to \n", - " changes in light conditions, particularly variations in the blue and red parts of the \n", - " electromagnetic spectrum. This index also used in notebook \n", - " (notebooks/heatmaps/nutrients_using_neighbors.ipynb) that derive nutrient information for pH. \n", - " The number of sample locations generated depend on input parameters submitted. Tune n_clusters \n", - " and sieve_size parameters to generate more or less location data points. \n", - " For a 100 acre farm, \n", - " - 20 sample locations are generated using n_clusters=5 and sieve_size=10. \n", - " - 30 sample locations are generated using n_clusters=5 and sieve_size=20. \n", - " - 80 sample locations are generated using n_clusters=5 and sieve_size=5. \n", - " - 130 sample locations are generated using n_clusters=8 and sieve_size=5. \n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
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-                            "Sources:\n",
-                            "
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    - user_input (vibe_core.data.core_types.DataVibe): DataVibe with time range information.        \n",
-                            "
\n" - ], - "text/plain": [ - " - \u001b[1muser_input\u001b[0m (\u001b[34mvibe_core.data.core_types.DataVibe\u001b[0m): DataVibe with time range information. \n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
    - input_raster (vibe_core.data.rasters.Raster): List of computed raster indices generated using \n",
-                            "    the sentinel 2 satellite imagery.                                                               \n",
-                            "
\n" - ], - "text/plain": [ - " - \u001b[1minput_raster\u001b[0m (\u001b[34mvibe_core.data.rasters.Raster\u001b[0m): List of computed raster indices generated using \n", - " the sentinel 2 satellite imagery. \n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
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-                            "Sinks:\n",
-                            "
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    - result (vibe_core.data.core_types.DataVibe): Zip file containing sample locations in a shape  \n",
-                            "    file (.shp) format.                                                                             \n",
-                            "
\n" - ], - "text/plain": [ - " - \u001b[1mresult\u001b[0m (\u001b[34mvibe_core.data.core_types.DataVibe\u001b[0m): Zip file containing sample locations in a shape \n", - " file (.shp) format. \n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
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-                            "Parameters:\n",
-                            "
\n" - ], - "text/plain": [ - "\n", - "\u001b[1;32mParameters:\u001b[0m\n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
    - n_clusters (default: 1): number of clusters used to generate sample locations.                \n",
-                            "
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    - sieve_size (default: 1): Group the nearest neighbor pixel values.                             \n",
-                            "
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    - index (default: ndvi): Index used to generate sample locations.                               \n",
-                            "
\n" - ], - "text/plain": [ - " - \u001b[1mindex\u001b[0m (\u001b[34mdefault: ndvi\u001b[0m): Index used to generate sample locations. \n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
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-                            "Tasks:\n",
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    - compute_index: Computes an index from the bands of an input raster.                           \n",
-                            "
\n" - ], - "text/plain": [ - " - \u001b[1mcompute_index\u001b[0m: Computes an index from the bands of an input raster. \n" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
    - find_samples: Find minimum soil sample locations by grouping indices values that are derived  \n",
-                            "    from satellite or spaceEye imagery bands.                                                       \n",
-                            "
\n" - ], - "text/plain": [ - " - \u001b[1mfind_samples\u001b[0m: Find minimum soil sample locations by grouping indices values that are derived \n", - " from satellite or spaceEye imagery bands. \n" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "client = get_default_vibe_client()\n", - "client.document_workflow(\"farm_ai/sensor/optimal_locations\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Identifying n locations\n", - "Identifying n locations is important, it reduce the cost of the maintenance on choosing the optimal location. Creating the n locations varies based on number of clusters (n_clusters) to be identified in the input data and grouping the nearest neighbors (sieve_size).\n", - "\n", - "Based on research conducted, identified below parameter combination provide n locations for different indices. These n locations identified for a 100 acre farm. Combinations may also vary based on soil properties, hence try altering parameter values based on your needs.\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "
IndexParameters~ n samples
evin_clusters=5, sieve_size=2520
evin_clusters=5, sieve_size=2030
evin_clusters=5, sieve_size=580
evin_clusters=8, sieve_size=5130
\n" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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",
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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "parameters = {\"n_clusters\": 5, \"sieve_size\": 20, \"index\":\"evi\"}\n", - "cluster_boundaries, samples_locations = utils.get_sample_locations(\n", - " indices_raster=imagery,\n", - " farm_boundary=FARM_BOUNDARY,\n", - " sr_id=4326,\n", - " time_range=(START_DATE, END_DATE),\n", - " parameters=parameters)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Review optimal locations\n", - "Before going to next step, check the number of optimal locations received solve the purpose of requirement, if not re-run the notebook by changing the input parameters." - ] - } - ], - "metadata": { - "description": "Helps to find optimal sensor placement location using satellite imagery. The optimal locations identified can be used to collect soil properties by installing sensors or performing other manual operations", - "disk_space": "", - "kernelspec": { - "display_name": "dev-vibes3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.8.15" - }, - "name": "Optimal Sensor Placement", - "orig_nbformat": 4, - "running_time": "", - "tags": [ - "Sustainability", - "Index Computation", - "Model Training", - "Sentinel", - "Working with Custom Workflows" - ] + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# FarmVibes.AI optimal locations identification\n", + "This notebook demonstrates identification of optimal locations by learning clusters in sentinel indices (EVI or NDMI or NDWI or combination of indices etc.,). The optimal locations identified can be used to collect soil properties by installing sensors or performing other manual operations at the locations identified. The selection of sentinel indices as input to perform clustering operation depends on requirement, some examples on selection of indices provided in below sections. The soil properties collected at these locations can be used to generate the nutrients heatmap for the farm land etc. The example of generating nutrients heatmap for \"C\", \"N\", \"P\" and \"pH\" demonstrated using the soil properties collected through sensor installed at locations identified in notebook [heatmaps/nutrients_using_neighbors.ipynb](../heatmaps/nutrients_using_neighbors.ipynb).\n", + "\n", + "This workflow ingests user data into the cluster. The reference to the data should be accessible via the internet and, for this demo, we assume it is saved in a remote location such as Azure blob storage.\n", + "\n", + "### Micromamba environment setup\n", + "We provide a micromamba environment with the package requirements to run this notebook. If you do not have micromamba installed, please follow the instructions from [micromamba installation guide](https://mamba.readthedocs.io/en/latest/installation/micromamba-installation.html).\n", + "\n", + "The micromamba environment can be created and activated using the commands below:\n", + "```bash\n", + "$ micromamba env create -f ./optimal_sample_collection.yaml\n", + "$ micromamba activate optimal_sample_collection\n", + "```" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Useful libraries\n", + "\n", + "Below are the main libraries used for this example and other useful links:\n", + "- [NumPy](https://github.com/numpy/numpy) is a python package that provides powerful N-dimensional array object, broadcasting functions and useful linear algebra, Fourier transform, and random number capabilities.\n", + "- [pandas](https://github.com/scikit-learn/scikit-learn) is a Python package that provides fast, flexible, and expressive data structures designed to make working with \"relational\" or \"labeled\" data both easy and intuitive.\n", + "- [rasterio](https://github.com/rasterio/rasterio) is a library for reading and writing geospatial raster data. It is used on torchgeo and rioxarray. It is a good option when reading/writing GeoTIFFs.\n", + "- [Scikit-Learn](https://github.com/scikit-learn/scikit-learn) is a Python package for machine learning built on top of SciPy. It Simple and efficient tools for predictive data analysis.\n", + "- [Shapely](https://github.com/shapely/shapely) is a library for manipulating geometric shapes." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Imports & API Client" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "from datetime import datetime\n", + "\n", + "from notebook_lib import utils\n", + "\n", + "from vibe_core.client import get_default_vibe_client" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Workflow Inputs\n", + "The main workflow inputs are as follows:\n", + "- [farm_boundary](https://geojson.org/): Boundary of the field in geojson format. It is used to clip the satellite imagery to an area of interest and run the workflow. A sample field boundary is provided in the file `./sensor_farm_boundary.geojson`.\n", + "\n", + "- imagery: Satellite imagery with multispectral bands to create raster indices. In this demo we are using Sentinel-2 imagery, which can be ingested by running a FarmVibes.AI workflow or a user provided url.\n", + "\n", + "*Note - The provided sample data (sensor_farm_boundary.geojson, sensor_samples.geojson) is intended to help the user understand how to run the workflow and contains mock data.*" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "FARM_BOUNDARY = \"./sensor_farm_boundary.geojson\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Satellite imagery\n", + "Below we outline two methods for getting a raster that contains the satellite imagery used to generate the heatmap. Run the appropriate section below to ingest the data according to your preference.\n", + "\n", + "### 1. Use the FarmVibes.AI workfow\n", + "FarmVibes.AI has several workflows that will ingest and preprocess data from many sources. Below we demonstrate how to obtain Sentinel-2 imagery for a desired location (our field boundary) and time range (some time around when the field samples were collected)." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "START_DATE=datetime(day=30, month=6, year=2022)\n", + "END_DATE=datetime(day=2, month=7, year=2022)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
     },
-    "nbformat": 4,
-    "nbformat_minor": 2
+    {
+     "data": {
+      "text/html": [
+       "
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+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# sr_id: EPSG code for the coordinate system (CRS) used in the GeoJSON file\n",
+    "# containing the field boundary\n",
+    "# EPSG:4326 is the WGS-84 CRS (lat-lon) usually used in GeoJSON files\n",
+    "# Change this if your samples are provided in a different (projected) CRS\n",
+    "imagery = utils.download_sentinel_raster(\n",
+    "    farm_boundary=FARM_BOUNDARY,\n",
+    "    time_range=(START_DATE, END_DATE),\n",
+    "    sr_id=4326\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### 2. Ingest user-provided TIFF\n",
+    "Run this if you prefer ingesting your own raster into the cluster that already exist in azure storage account. The raster ingesting should have required bands to compute index in next section. \n",
+    "\n",
+    "For example, if you're ingesting the Sentinel Raster then bands should be mapped as below. It's the format supported by [Spyndex library](https://github.com/awesome-spectral-indices/awesome-spectral-indices#expressions)\n",
+    "\n",
+    "{'B01': 0, 'B02': 1, 'B03': 2, 'B04': 3, 'B05': 4, 'B06': 5, 'B07': 6, 'B08': 7, 'B8A': 8, 'B09': 9, 'B11': 10, 'B12': 11}\n",
+    "\n",
+    "If you are ingesting custom multi spectral raster image that has three bands representing red, blue and nir then bands should be mapped as below.\n",
+    "\n",
+    "{\"R\": 0, \"B\": 1, \"N\": 2}\n",
+    "\n",
+    "Note: To map the bands for Sentinel, Landsat etc., look at respective columns in [Spyndex library documentation](https://github.com/awesome-spectral-indices/awesome-spectral-indices#expressions), if column not found then map the bands based on column \"Standard\"\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Url the cluster will use to access the file, e.g., a signed blob URL\n",
+    "IMAGERY_URL = \"\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Ingest the data into the cluster. A `Raster` is returned\n",
+    "imagery = utils.get_raster_from_external(imagery_url=IMAGERY_URL, farm_boundary=FARM_BOUNDARY)\n",
+    "# Set the bands so that we know which band is what when computing indices\n",
+    "# These are the band names for an L2A Sentinel-2 raster\n",
+    "imagery.bands = {'B01': 0, 'B02': 1, 'B03': 2, 'B04': 3, 'B05': 4, 'B06': 5, 'B07': 6, 'B08': 7, 'B8A': 8, 'B09': 9, 'B11': 10, 'B12': 11}"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Identify optimal locations"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "
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+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
Workflow: farm_ai/sensor/optimal_locations\n",
+       "
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+       "Description:\n",
+       "
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    Identify optimal locations by performing clustering operation using Gaussian Mixture model on   \n",
+       "    computed raster indices. The clustering operation separate computed raster indices values into n\n",
+       "    groups of equal variance, each group assigned a location and that location is considered as a   \n",
+       "    optimal locations. The sample locations generated provide information of latitude and longitude.\n",
+       "    The optimal location can be utilized to install sensors and collect                             \n",
+       "    soil information. The index parameter used as input to run the computed index workflow          \n",
+       "    internally using the input raster submitted. The selection of index parameter varies            \n",
+       "    based on requirement. The workflow supports all the indices supported by spyndex library        \n",
+       "    (https://github.com/awesome-spectral-indices/awesome-spectral-indices#vegetation).              \n",
+       "    Below provided various indices that are used to identify optimal locations and generated a      \n",
+       "    nutrients heatmap.                                                                              \n",
+       "    Enhanced Vegetation Index (EVI) - EVI is designed to minimize the influence of soil brightness  \n",
+       "    and atmospheric conditions on vegetation assessment. It is calculated                           \n",
+       "    using the red, blue, and near-infrared (NIR) bands. EVI is particularly useful for monitoring   \n",
+       "    vegetation in regions with high canopy cover and in areas where atmospheric                     \n",
+       "    interference is significant. This indices also used in notebook                                 \n",
+       "    (notebooks/heatmaps/nutrients_using_neighbors.ipynb) that derive nutrient information for       \n",
+       "    Carbon, Nitrogen,                                                                               \n",
+       "    and Phosphorus.                                                                                 \n",
+       "    Photochemical Reflectance Index (PRI) - It is a vegetation index used to assess the light-use   \n",
+       "    efficiency of plants in terms of photosynthesis and their response to                           \n",
+       "    changes in light conditions, particularly variations in the blue and red parts of the           \n",
+       "    electromagnetic spectrum. This index also used in notebook                                      \n",
+       "    (notebooks/heatmaps/nutrients_using_neighbors.ipynb) that derive nutrient information for pH.   \n",
+       "    The number of sample locations generated depend on input parameters submitted. Tune n_clusters  \n",
+       "    and sieve_size parameters to generate more or less location data points.                        \n",
+       "    For a 100 acre farm,                                                                            \n",
+       "    - 20 sample locations are generated using n_clusters=5 and sieve_size=10.                       \n",
+       "    - 30 sample locations are generated using n_clusters=5 and sieve_size=20.                       \n",
+       "    - 80 sample locations are generated using n_clusters=5 and sieve_size=5.                        \n",
+       "    - 130 sample locations are generated using n_clusters=8 and sieve_size=5.                       \n",
+       "
\n" + ], + "text/plain": [ + " Identify optimal locations by performing clustering operation using Gaussian Mixture model on \n", + " computed raster indices. The clustering operation separate computed raster indices values into n\n", + " groups of equal variance, each group assigned a location and that location is considered as a \n", + " optimal locations. The sample locations generated provide information of latitude and longitude.\n", + " The optimal location can be utilized to install sensors and collect \n", + " soil information. The index parameter used as input to run the computed index workflow \n", + " internally using the input raster submitted. The selection of index parameter varies \n", + " based on requirement. The workflow supports all the indices supported by spyndex library \n", + " (https://github.com/awesome-spectral-indices/awesome-spectral-indices#vegetation). \n", + " Below provided various indices that are used to identify optimal locations and generated a \n", + " nutrients heatmap. \n", + " Enhanced Vegetation Index (EVI) - EVI is designed to minimize the influence of soil brightness \n", + " and atmospheric conditions on vegetation assessment. It is calculated \n", + " using the red, blue, and near-infrared (NIR) bands. EVI is particularly useful for monitoring \n", + " vegetation in regions with high canopy cover and in areas where atmospheric \n", + " interference is significant. This indices also used in notebook \n", + " (notebooks/heatmaps/nutrients_using_neighbors.ipynb) that derive nutrient information for \n", + " Carbon, Nitrogen, \n", + " and Phosphorus. \n", + " Photochemical Reflectance Index (PRI) - It is a vegetation index used to assess the light-use \n", + " efficiency of plants in terms of photosynthesis and their response to \n", + " changes in light conditions, particularly variations in the blue and red parts of the \n", + " electromagnetic spectrum. This index also used in notebook \n", + " (notebooks/heatmaps/nutrients_using_neighbors.ipynb) that derive nutrient information for pH. \n", + " The number of sample locations generated depend on input parameters submitted. Tune n_clusters \n", + " and sieve_size parameters to generate more or less location data points. \n", + " For a 100 acre farm, \n", + " - 20 sample locations are generated using n_clusters=5 and sieve_size=10. \n", + " - 30 sample locations are generated using n_clusters=5 and sieve_size=20. \n", + " - 80 sample locations are generated using n_clusters=5 and sieve_size=5. \n", + " - 130 sample locations are generated using n_clusters=8 and sieve_size=5. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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+       "Sources:\n",
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    - user_input (vibe_core.data.core_types.DataVibe): DataVibe with time range information.        \n",
+       "
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    - input_raster (vibe_core.data.rasters.Raster): List of computed raster indices generated using \n",
+       "    the sentinel 2 satellite imagery.                                                               \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1minput_raster\u001b[0m (\u001b[34mvibe_core.data.rasters.Raster\u001b[0m): List of computed raster indices generated using \n", + " the sentinel 2 satellite imagery. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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+       "Sinks:\n",
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    - result (vibe_core.data.core_types.DataVibe): Zip file containing sample locations in a shape  \n",
+       "    file (.shp) format.                                                                             \n",
+       "
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+       "Parameters:\n",
+       "
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    - n_clusters (default: 1): number of clusters used to generate sample locations.                \n",
+       "
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    - sieve_size (default: 1): Group the nearest neighbor pixel values.                             \n",
+       "
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    - index (default: ndvi): Index used to generate sample locations.                               \n",
+       "
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+       "Tasks:\n",
+       "
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    - compute_index: Computes an index from the bands of an input raster.                           \n",
+       "
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    - find_samples: Find minimum soil sample locations by grouping indices values that are derived  \n",
+       "    from satellite or spaceEye imagery bands.                                                       \n",
+       "
\n" + ], + "text/plain": [ + " - \u001b[1mfind_samples\u001b[0m: Find minimum soil sample locations by grouping indices values that are derived \n", + " from satellite or spaceEye imagery bands. \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "client = get_default_vibe_client()\n", + "client.document_workflow(\"farm_ai/sensor/optimal_locations\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Identifying n locations\n", + "Identifying n locations is important, it reduce the cost of the maintenance on choosing the optimal location. Creating the n locations varies based on number of clusters (n_clusters) to be identified in the input data and grouping the nearest neighbors (sieve_size).\n", + "\n", + "Based on research conducted, identified below parameter combination provide n locations for different indices. These n locations identified for a 100 acre farm. Combinations may also vary based on soil properties, hence try altering parameter values based on your needs.\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
IndexParameters~ n samples
evin_clusters=5, sieve_size=2520
evin_clusters=5, sieve_size=2030
evin_clusters=5, sieve_size=580
evin_clusters=8, sieve_size=5130
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",
+      "text/plain": [
+       "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "parameters = {\"n_clusters\": 5, \"sieve_size\": 20, \"index\":\"evi\"}\n", + "cluster_boundaries, samples_locations = utils.get_sample_locations(\n", + " indices_raster=imagery,\n", + " farm_boundary=FARM_BOUNDARY,\n", + " sr_id=4326,\n", + " time_range=(START_DATE, END_DATE),\n", + " parameters=parameters)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Review optimal locations\n", + "Before going to next step, check the number of optimal locations received solve the purpose of requirement, if not re-run the notebook by changing the input parameters." + ] + } + ], + "metadata": { + "description": "Helps to find optimal sensor placement location using satellite imagery. The optimal locations identified can be used to collect soil properties by installing sensors or performing other manual operations", + "disk_space": "", + "kernelspec": { + "display_name": "dev-vibes3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.15" + }, + "name": "Optimal Sensor Placement", + "orig_nbformat": 4, + "running_time": "", + "tags": [ + "Sustainability", + "Index Computation", + "Model Training", + "Sentinel", + "Working with Custom Workflows" + ] + }, + "nbformat": 4, + "nbformat_minor": 2 } diff --git a/notebooks/sensor/optimal_locations_segmentation.ipynb b/notebooks/sensor/optimal_locations_segmentation.ipynb index 39b5a451..a12fd2f7 100644 --- a/notebooks/sensor/optimal_locations_segmentation.ipynb +++ b/notebooks/sensor/optimal_locations_segmentation.ipynb @@ -44,25 +44,20 @@ ], "source": [ "import os\n", - "import sys\n", "from datetime import datetime\n", "\n", "import geopandas as gpd\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import rasterio\n", - "from shapely import geometry as shpg\n", "from rasterio.features import shapes\n", + "from shapely import geometry as shpg\n", "\n", "from vibe_core.client import get_default_vibe_client\n", "from vibe_core.data.core_types import DataVibe, ExternalReferenceList, gen_guid\n", - "\n", - "# Add shared notebook library to path\n", - "sys.path.append(\"../\")\n", - "from shared_nb_lib.plot import lw_plot, transparent_cmap\n", - "from shared_nb_lib.raster import read_raster, s2_to_img\n", - "from shared_nb_lib.utils import create_geojson_file_from_point\n", - "\n", + "from vibe_notebook.plot import lw_plot, transparent_cmap\n", + "from vibe_notebook.raster import read_raster, s2_to_img\n", + "from vibe_notebook.utils import create_geojson_file_from_point\n", "\n", "# Detecting storage directory\n", "config_dir = os.environ.get(\"XDG_CONFIG_HOME\", os.path.expanduser(\"~/.config\"))\n", @@ -88,7 +83,7 @@ "outputs": [], "source": [ "client = get_default_vibe_client()\n", - "geom = shpg.Point(-119.11885352165385, 46.434979211782355).buffer(.01, cap_style=3)\n", + "geom = shpg.Point(-119.11885352165385, 46.434979211782355).buffer(0.01, cap_style=3)\n", "time_range = (datetime(2020, 5, 1), datetime(2020, 5, 5))" ] }, @@ -141,7 +136,9 @@ ], "source": [ "# Run the Sentinel-2 download workflow\n", - "s2_run = client.run(\"data_ingestion/sentinel2/preprocess_s2\", \"S2 - Download\", geometry=geom, time_range=time_range)\n", + "s2_run = client.run(\n", + " \"data_ingestion/sentinel2/preprocess_s2\", \"S2 - Download\", geometry=geom, time_range=time_range\n", + ")\n", "s2_run.monitor()" ] }, @@ -243,16 +240,18 @@ "# Instantiate a geojson with the points to be used for FarmVibes.AI\n", "filepath, gdf, fid = create_geojson_file_from_point(point_list, labels, prompt_ids, storage_dir)\n", "geom_collection = ExternalReferenceList(\n", - " id=f\"geo_{fid}\", \n", - " time_range=time_range, \n", - " geometry=shpg.mapping(geom), \n", - " assets=[], \n", - " urls=[filepath]\n", - " )\n", + " id=f\"geo_{fid}\", time_range=time_range, geometry=shpg.mapping(geom), assets=[], urls=[filepath]\n", + ")\n", "\n", "# Instantiate the workflow run\n", - "roi_time_range = DataVibe(id=gen_guid(), time_range=time_range, geometry=shpg.mapping(geom), assets=[])\n", - "run = client.run(\"farm_ai/segmentation/segment_s2\", \"SAM segmentation\", input_data={\"user_input\": roi_time_range, \"prompts\": geom_collection})\n", + "roi_time_range = DataVibe(\n", + " id=gen_guid(), time_range=time_range, geometry=shpg.mapping(geom), assets=[]\n", + ")\n", + "run = client.run(\n", + " \"farm_ai/segmentation/segment_s2\",\n", + " \"SAM segmentation\",\n", + " input_data={\"user_input\": roi_time_range, \"prompts\": geom_collection},\n", + ")\n", "run.monitor()" ] }, @@ -287,11 +286,11 @@ " shpg_points = list(gdf.to_crs(src.crs)[\"geometry\"])\n", "\n", "# Reading the raster\n", - "ar, transform = read_raster(run.output[\"s2_raster\"][0], projected_geometry = proj_geom)\n", + "ar, transform = read_raster(run.output[\"s2_raster\"][0], projected_geometry=proj_geom)\n", "img = s2_to_img(ar)\n", "\n", "# Reading the segmentation mask\n", - "mask_ar, _ = read_raster(run.output[\"segmentation_mask\"][0], projected_geometry = proj_geom)\n", + "mask_ar, _ = read_raster(run.output[\"segmentation_mask\"][0], projected_geometry=proj_geom)\n", "\n", "# Transforming the points to pixel coordinates for visualization\n", "ps = [~transform * (shpg_p.x, shpg_p.y) for shpg_p in shpg_points]\n", @@ -325,11 +324,18 @@ "metadata": {}, "outputs": [], "source": [ - "field_polygon = [shpg.shape(s[0]) for s in shapes(mask_ar[0].astype(np.uint8), mask=mask_ar[0].astype(np.uint8), transform=transform)][0]\n", + "field_polygon = [\n", + " shpg.shape(s[0])\n", + " for s in shapes(\n", + " mask_ar[0].astype(np.uint8), mask=mask_ar[0].astype(np.uint8), transform=transform\n", + " )\n", + "][0]\n", "field_gs = gpd.GeoSeries(field_polygon, crs=raster_crs).to_crs(\"epsg:4326\").iloc[0]\n", "\n", "# Define a field RoI for the sensor placement workflow\n", - "field_roi = DataVibe(id=gen_guid(), time_range=time_range, geometry=shpg.mapping(field_gs.envelope), assets=[])" + "field_roi = DataVibe(\n", + " id=gen_guid(), time_range=time_range, geometry=shpg.mapping(field_gs.envelope), assets=[]\n", + ")" ] }, { @@ -383,9 +389,11 @@ ], "source": [ "inputs = {\"input_raster\": raster, \"user_input\": field_roi}\n", - "parameters = {\"n_clusters\": 7, \"sieve_size\": 20, \"index\":\"evi\"}\n", + "parameters = {\"n_clusters\": 7, \"sieve_size\": 20, \"index\": \"evi\"}\n", "\n", - "run_sensor = client.run(\"farm_ai/sensor/optimal_locations\", \"Sensor placement\", input_data=inputs, parameters=parameters)\n", + "run_sensor = client.run(\n", + " \"farm_ai/sensor/optimal_locations\", \"Sensor placement\", input_data=inputs, parameters=parameters\n", + ")\n", "run_sensor.monitor()" ] }, diff --git a/notebooks/sentinel/field_level_spectral_indices.ipynb b/notebooks/sentinel/field_level_spectral_indices.ipynb index 52db3d86..6eed05db 100644 --- a/notebooks/sentinel/field_level_spectral_indices.ipynb +++ b/notebooks/sentinel/field_level_spectral_indices.ipynb @@ -45,29 +45,23 @@ ], "source": [ "import os\n", - "import sys\n", "from datetime import datetime\n", "\n", "import geopandas as gpd\n", + "import matplotlib.animation as animation\n", "import matplotlib.pyplot as plt\n", + "import matplotlib.ticker as ticker\n", "import numpy as np\n", "import rasterio\n", - "from shapely import geometry as shpg\n", - "from rasterio.features import shapes\n", - "import matplotlib.animation as animation\n", - "from IPython.core.display import Image\n", - "import matplotlib.ticker as ticker\n", "import yaml\n", - "\n", + "from IPython.core.display import Image\n", + "from shapely import geometry as shpg\n", "\n", "from vibe_core.client import get_default_vibe_client\n", "from vibe_core.data.core_types import DataVibe, ExternalReferenceList, gen_guid\n", - "\n", - "# Add shared notebook library to path\n", - "sys.path.append(\"../\")\n", - "from shared_nb_lib.plot import lw_plot, transparent_cmap\n", - "from shared_nb_lib.raster import read_raster, s2_to_img, read_clip_index, spaceeye_to_img\n", - "from shared_nb_lib.utils import create_geojson_file_from_point\n", + "from vibe_notebook.plot import lw_plot, transparent_cmap\n", + "from vibe_notebook.raster import read_clip_index, read_raster, s2_to_img, spaceeye_to_img\n", + "from vibe_notebook.utils import create_geojson_file_from_point\n", "\n", "# Detecting storage directory\n", "config_dir = os.environ.get(\"XDG_CONFIG_HOME\", os.path.expanduser(\"~/.config\"))\n", @@ -93,7 +87,7 @@ "outputs": [], "source": [ "client = get_default_vibe_client()\n", - "geom = shpg.Point(-119.11885352165385, 46.434979211782355).buffer(.01, cap_style=3)\n", + "geom = shpg.Point(-119.11885352165385, 46.434979211782355).buffer(0.01, cap_style=3)\n", "time_range = (datetime(2020, 1, 1), datetime(2021, 1, 1))" ] }, @@ -146,8 +140,13 @@ ], "source": [ "# Run the Sentinel-2 download workflow\n", - "s2_run = client.run(\"data_ingestion/sentinel2/preprocess_s2_improved_masks\", \"Sentinel 2 - Download\", geometry=geom, time_range=time_range)\n", - "s2_run.monitor()\n" + "s2_run = client.run(\n", + " \"data_ingestion/sentinel2/preprocess_s2_improved_masks\",\n", + " \"Sentinel 2 - Download\",\n", + " geometry=geom,\n", + " time_range=time_range,\n", + ")\n", + "s2_run.monitor()" ] }, { @@ -210,11 +209,13 @@ ], "source": [ "# Selecting rasters with less than 10% of cloudy pixels\n", - "cloud_thr = .1\n", + "cloud_thr = 0.1\n", "cloud_ratio = [read_raster(c, geom, filled=False)[0].mean() for c in s2_run.output[\"mask\"]]\n", "cloud_free_rasters = [s2 for s2, c in zip(s2_run.output[\"raster\"], cloud_ratio) if c < cloud_thr]\n", "\n", - "print(f\"Selected {len(cloud_free_rasters)} rasters out of {len(s2_run.output['raster'])} with less than {cloud_thr*100}% of cloudy pixels\")" + "print(\n", + " f\"Selected {len(cloud_free_rasters)} rasters out of {len(s2_run.output['raster'])} with less than {cloud_thr*100}% of cloudy pixels\"\n", + ")" ] }, { @@ -281,29 +282,31 @@ "# Instantiate a geojson with the points to be used for FarmVibes.AI\n", "filepath, gdf, fid = create_geojson_file_from_point(point_list, labels, prompt_ids, storage_dir)\n", "geom_collection = ExternalReferenceList(\n", - " id=f\"geo_{gen_guid()}\", \n", - " time_range=time_range, \n", - " geometry=shpg.mapping(geom), \n", - " assets=[], \n", - " urls=[filepath]\n", - " )\n", + " id=f\"geo_{gen_guid()}\",\n", + " time_range=time_range,\n", + " geometry=shpg.mapping(geom),\n", + " assets=[],\n", + " urls=[filepath],\n", + ")\n", "\n", "# Instantiate the workflow run\n", - "roi_time_range = DataVibe(id=f\"roi_{fid}\", time_range=time_range, geometry=shpg.mapping(geom), assets=[])\n", + "roi_time_range = DataVibe(\n", + " id=f\"roi_{fid}\", time_range=time_range, geometry=shpg.mapping(geom), assets=[]\n", + ")\n", "\n", "# Run SAM for a few raster\n", "sam_run_list = []\n", "idx_list = np.linspace(0, len(cloud_free_rasters) - 1, num=10, dtype=int)\n", "for raster_idx in idx_list:\n", " run = client.run(\n", - " \"ml/segment_anything/s2_prompt_segmentation\", \n", - " f\"SAM - Raster {raster_idx}\", \n", - " input_data={\n", - " \"input_raster\": cloud_free_rasters[raster_idx], \n", - " \"input_geometry\": roi_time_range, \n", - " \"input_prompts\": geom_collection\n", - " }\n", - " )\n", + " \"ml/segment_anything/s2_prompt_segmentation\",\n", + " f\"SAM - Raster {raster_idx}\",\n", + " input_data={\n", + " \"input_raster\": cloud_free_rasters[raster_idx],\n", + " \"input_geometry\": roi_time_range,\n", + " \"input_prompts\": geom_collection,\n", + " },\n", + " )\n", " sam_run_list.append(run)\n", "client.monitor(sam_run_list)" ] @@ -359,7 +362,7 @@ " shpg_points = list(gdf.to_crs(src.crs)[\"geometry\"])\n", "\n", "\n", - "ar, transform = read_raster(cloud_free_rasters[0], projected_geometry = proj_geom)\n", + "ar, transform = read_raster(cloud_free_rasters[0], projected_geometry=proj_geom)\n", "img = s2_to_img(ar)\n", "\n", "\n", @@ -376,7 +379,7 @@ "plt.subplot(1, 2, 2)\n", "plt.imshow(img)\n", "plt.imshow(combined_mask, cmap=transparent_cmap(plt.cm.viridis), vmin=0, vmax=1)\n", - "plt.title(f\"Segmentation Mask\")\n", + "plt.title(\"Segmentation Mask\")\n", "plt.axis(\"off\")\n", "lw_plot()" ] @@ -474,12 +477,15 @@ "\n", "for index_name in index_name_list:\n", " run = client.run(\n", - " wf_dict, \n", - " f\"{index_name}\", \n", + " wf_dict,\n", + " f\"{index_name}\",\n", " geometry=geom,\n", - " time_range=(datetime(2020, 4, 1), datetime(2020, 10, 1)), # Running for the crop season interval\n", - " parameters={\"index\":index_name}\n", - " )\n", + " time_range=(\n", + " datetime(2020, 4, 1),\n", + " datetime(2020, 10, 1),\n", + " ), # Running for the crop season interval\n", + " parameters={\"index\": index_name},\n", + " )\n", " index_run_dict[index_name] = run\n", " run.monitor()" ] @@ -504,13 +510,15 @@ " dates = []\n", " for i in range(len(index_run_dict[index_name].output[\"index\"])):\n", " ar = read_clip_index(index_run_dict[index_name].output[\"index\"][i], geom)\n", - " masked_index = ar*combined_mask\n", + " masked_index = ar * combined_mask\n", "\n", " # Check if the raster is empty\n", " if not np.isnan(masked_index).all():\n", " masked_dict[index_name].append(masked_index)\n", " avg_dict[index_name].append(np.nanmean(masked_index))\n", - " dates.append(index_run_dict[index_name].output[\"index\"][i].time_range[0].strftime('%Y-%m-%d')) " + " dates.append(\n", + " index_run_dict[index_name].output[\"index\"][i].time_range[0].strftime(\"%Y-%m-%d\")\n", + " )" ] }, { @@ -560,7 +568,7 @@ " fig, ax = plt.subplots()\n", "\n", " # Initialize the image plot\n", - " im = ax.imshow(masked_dict[index_name][0], cmap='viridis', vmin=-1, vmax=1)\n", + " im = ax.imshow(masked_dict[index_name][0], cmap=\"viridis\", vmin=-1, vmax=1)\n", " ax.set_title(f\"{dates[0]}\")\n", " cbar = fig.colorbar(im, ax=ax)\n", " ax.axis(\"off\")\n", @@ -569,13 +577,13 @@ " def update(i):\n", " im.set_array(masked_dict[index_name][i])\n", " ax.set_title(f\"{dates[i]}\")\n", - " return im,\n", + " return (im,)\n", "\n", " # Set up the animation using the update function\n", - " ani = animation.FuncAnimation(fig, update, frames=range(len(dates)), blit=True, interval=.33)\n", + " ani = animation.FuncAnimation(fig, update, frames=range(len(dates)), blit=True, interval=0.33)\n", "\n", " # Save the animation as a GIF\n", - " ani.save(f'timelapse_{index_name}.gif', writer='imagemagick')" + " ani.save(f\"timelapse_{index_name}.gif\", writer=\"imagemagick\")" ] }, { @@ -606,21 +614,31 @@ "fig, ax = plt.subplots()\n", "\n", "# Initialize the image plot\n", - "im = ax.imshow(spaceeye_to_img(read_raster(run.output[\"spaceeye_raster\"][0], projected_geometry = proj_geom)[0]))\n", + "im = ax.imshow(\n", + " spaceeye_to_img(read_raster(run.output[\"spaceeye_raster\"][0], projected_geometry=proj_geom)[0])\n", + ")\n", "ax.set_title(f\"{run.output['spaceeye_raster'][0].time_range[0].strftime('%Y-%m-%d')}\")\n", "ax.axis(\"off\")\n", "\n", + "\n", "# Function to update the plot for each frame\n", "def update(i):\n", - " im.set_array(spaceeye_to_img(read_raster(run.output[\"spaceeye_raster\"][i], projected_geometry = proj_geom)[0]))\n", + " im.set_array(\n", + " spaceeye_to_img(\n", + " read_raster(run.output[\"spaceeye_raster\"][i], projected_geometry=proj_geom)[0]\n", + " )\n", + " )\n", " ax.set_title(f\"{run.output['spaceeye_raster'][i].time_range[0].strftime('%Y-%m-%d')}\")\n", - " return im,\n", + " return (im,)\n", + "\n", "\n", "# Set up the animation using the update function\n", - "ani = animation.FuncAnimation(fig, update, frames=range(len(run.output[\"spaceeye_raster\"])), blit=True, interval=.33)\n", + "ani = animation.FuncAnimation(\n", + " fig, update, frames=range(len(run.output[\"spaceeye_raster\"])), blit=True, interval=0.33\n", + ")\n", "\n", "# Save the animation as a GIF\n", - "ani.save('timelapse_spaceeye.gif', writer='imagemagick')" + "ani.save(\"timelapse_spaceeye.gif\", writer=\"imagemagick\")" ] }, { @@ -661,9 +679,9 @@ ], "source": [ "# Display the animation\n", - "display(Image(filename='./timelapse_spaceeye.gif'))\n", - "display(Image(filename='./timelapse_ndvi.gif'))\n", - "display(Image(filename='./timelapse_lswi.gif'))" + "display(Image(filename=\"./timelapse_spaceeye.gif\"))\n", + "display(Image(filename=\"./timelapse_ndvi.gif\"))\n", + "display(Image(filename=\"./timelapse_lswi.gif\"))" ] }, { @@ -700,7 +718,7 @@ "\n", "plt.gca().xaxis.set_major_locator(ticker.MaxNLocator(10))\n", "plt.xticks(rotation=60)\n", - "lw_plot()\n" + "lw_plot()" ] }, { @@ -729,7 +747,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.15" + "version": "3.8.18" }, "name": "Field-level spectral indices", "running_time": "", diff --git a/notebooks/sentinel/sentinel_spaceeye.ipynb b/notebooks/sentinel/sentinel_spaceeye.ipynb index f30b6e8a..1d364ac4 100755 --- a/notebooks/sentinel/sentinel_spaceeye.ipynb +++ b/notebooks/sentinel/sentinel_spaceeye.ipynb @@ -22,24 +22,20 @@ "metadata": {}, "outputs": [], "source": [ - "import sys\n", - "from datetime import date, datetime\n", "import math\n", + "from datetime import date, datetime\n", "\n", "import geopandas as gpd\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import rasterio\n", - "from tqdm.auto import tqdm\n", - "\n", "from rasterio.mask import geometry_window\n", "from shapely import geometry as shpg\n", - "from vibe_core.client import get_default_vibe_client\n", + "from tqdm.auto import tqdm\n", "\n", - "# Add shared notebook library to path\n", - "sys.path.append(\"../\")\n", - "from shared_nb_lib.raster import read_raster, s1_to_img, s2_to_img, spaceeye_to_img\n", - "from shared_nb_lib.plot import lw_plot, transparent_cmap" + "from vibe_core.client import get_default_vibe_client\n", + "from vibe_notebook.plot import lw_plot, transparent_cmap\n", + "from vibe_notebook.raster import read_raster, s1_to_img, s2_to_img, spaceeye_to_img" ] }, { @@ -61,7 +57,7 @@ "outputs": [], "source": [ "# Input geometry: shapely object\n", - "geom = shpg.Point(-55.252304077148445, -6.424483546180726).buffer(.05, cap_style=3)\n", + "geom = shpg.Point(-55.252304077148445, -6.424483546180726).buffer(0.05, cap_style=3)\n", "# Time range: tuple of datetime. 3 month period in 2018\n", "time_range = (datetime(2018, 6, 1), datetime(2018, 9, 1))" ] @@ -89,7 +85,9 @@ "source": [ "plt.figure(figsize=(10, 10))\n", "ax = plt.gca()\n", - "gpd.read_file(gpd.datasets.get_path(\"naturalearth_lowres\")).query(\"name == 'Brazil'\").boundary.plot(ax=ax)\n", + "gpd.read_file(gpd.datasets.get_path(\"naturalearth_lowres\")).query(\"name == 'Brazil'\").boundary.plot(\n", + " ax=ax\n", + ")\n", "gpd.read_file(\"/tmp/amazon_shape/amazon_biome_border.zip\").boundary.plot(ax=ax, color=\"C2\")\n", "gpd.GeoSeries(geom.centroid).plot(ax=ax, color=\"C1\")\n", "plt.legend([\"Brazil\", \"Amazon biome\", \"Region of Interest\"])\n", @@ -135,11 +133,11 @@ "outputs": [], "source": [ "run = client.run(\n", - " \"data_ingestion/sentinel2/preprocess_s2\",\n", - " f\"Amazon {time_range[0].year}\",\n", - " geometry=geom,\n", - " time_range=time_range,\n", - " parameters={\"pc_key\": \"@SECRET(eywa-secrets, pc-sub-key)\"}\n", + " \"data_ingestion/sentinel2/preprocess_s2\",\n", + " f\"Amazon {time_range[0].year}\",\n", + " geometry=geom,\n", + " time_range=time_range,\n", + " parameters={\"pc_key\": \"@SECRET(eywa-secrets, pc-sub-key)\"},\n", ")" ] }, @@ -196,7 +194,7 @@ " plt.title(f\"Sentinel-2 tile: {s2.time_range[0].strftime('%Y-%m-%d')}\")\n", " # Subsample the image by 10 for plotting\n", " plt.imshow(s2_to_img(ar[:, ::10, ::10]))\n", - " plt.plot([b/10 for b in boxx], [b/10 for b in boxy], 'r')\n", + " plt.plot([b / 10 for b in boxx], [b / 10 for b in boxy], \"r\")\n", " lw_plot()\n", "\n", "plt.figure(figsize=(10, 10))\n", @@ -231,11 +229,11 @@ "outputs": [], "source": [ "run2 = client.run(\n", - " \"data_ingestion/sentinel2/preprocess_s2_improved_masks\",\n", - " f\"Amazon {time_range[0].year}\",\n", - " geometry=geom,\n", - " time_range=time_range,\n", - " parameters={\"pc_key\": \"@SECRET(eywa-secrets, pc-sub-key)\"}\n", + " \"data_ingestion/sentinel2/preprocess_s2_improved_masks\",\n", + " f\"Amazon {time_range[0].year}\",\n", + " geometry=geom,\n", + " time_range=time_range,\n", + " parameters={\"pc_key\": \"@SECRET(eywa-secrets, pc-sub-key)\"},\n", ")\n", "run2.monitor()" ] @@ -263,12 +261,22 @@ " plt.figure(figsize=(15, 7))\n", " plt.subplot(1, 2, 1)\n", " plt.imshow(s2_to_img(read_raster(run.output[\"raster\"][idx], geom)[0]))\n", - " plt.imshow(read_raster(run.output[\"mask\"][idx], geom)[0][0], cmap=transparent_cmap(plt.cm.viridis), vmin=0, vmax=1)\n", + " plt.imshow(\n", + " read_raster(run.output[\"mask\"][idx], geom)[0][0],\n", + " cmap=transparent_cmap(plt.cm.viridis),\n", + " vmin=0,\n", + " vmax=1,\n", + " )\n", " plt.title(\"Overlaid product mask\")\n", " plt.axis(\"off\")\n", " plt.subplot(1, 2, 2)\n", " plt.imshow(s2_to_img(read_raster(run.output[\"raster\"][idx], geom)[0]))\n", - " plt.imshow(read_raster(run2.output[\"mask\"][idx], geom)[0][0], cmap=transparent_cmap(plt.cm.viridis), vmin=0, vmax=1)\n", + " plt.imshow(\n", + " read_raster(run2.output[\"mask\"][idx], geom)[0][0],\n", + " cmap=transparent_cmap(plt.cm.viridis),\n", + " vmin=0,\n", + " vmax=1,\n", + " )\n", " plt.title(\"Overlaid improved mask\")\n", " plt.axis(\"off\")\n", " lw_plot()" @@ -291,7 +299,7 @@ "outputs": [], "source": [ "# Selecting rasters with less than 10% of cloudy pixels\n", - "cloud_thr = .1\n", + "cloud_thr = 0.1\n", "cloud_ratio = [read_raster(c, geom, filled=False)[0].mean() for c in tqdm(run2.output[\"mask\"])]\n", "cloud_free_rasters = [s2 for s2, c in zip(run.output[\"raster\"], cloud_ratio) if c < cloud_thr]\n", "cloudy_rasters = [s2 for s2, c in zip(run.output[\"raster\"], cloud_ratio) if c >= cloud_thr]" @@ -320,7 +328,7 @@ "N = 6\n", "S = 4\n", "H = math.ceil(len(cloud_free_rasters) / S)\n", - "plt.figure(figsize=(N*S, H*S))\n", + "plt.figure(figsize=(N * S, H * S))\n", "for i, r in enumerate(cloud_free_rasters):\n", " plt.subplot(H, N, i + 1)\n", " plt.imshow(s2_to_img(read_raster(r, geom)[0]))\n", @@ -330,7 +338,7 @@ "lw_plot()\n", "# And cloudy ones\n", "H = math.ceil(len(cloudy_rasters) / S)\n", - "plt.figure(figsize=(N*S, H*S))\n", + "plt.figure(figsize=(N * S, H * S))\n", "for i, r in enumerate(cloudy_rasters):\n", " plt.subplot(H, N, i + 1)\n", " plt.imshow(s2_to_img(read_raster(r, geom)[0]))\n", @@ -376,8 +384,9 @@ " f\"Amazon {tr[0].year}\",\n", " geometry=geom,\n", " time_range=tr,\n", - " parameters={\"pc_key\": \"@SECRET(eywa-secrets, pc-sub-key)\"}\n", - " ) for tr in time_ranges\n", + " parameters={\"pc_key\": \"@SECRET(eywa-secrets, pc-sub-key)\"},\n", + " )\n", + " for tr in time_ranges\n", "]\n", "client.monitor(runs)" ] @@ -475,10 +484,13 @@ "outputs": [], "source": [ "import yaml\n", + "\n", "with open(\"list_s1.yaml\") as f:\n", " wf_dict = yaml.safe_load(f)\n", "\n", - "s1_list_run = client.run(wf_dict, \"S1 Products\", geometry=geom, time_range=time_range)#.block_until_complete()\n", + "s1_list_run = client.run(\n", + " wf_dict, \"S1 Products\", geometry=geom, time_range=time_range\n", + ") # .block_until_complete()\n", "s1_list_run.monitor()" ] }, @@ -490,8 +502,12 @@ "outputs": [], "source": [ "ax = plt.gca()\n", - "gpd.GeoSeries([shpg.shape(x.geometry) for x in s1_list_run.output[\"s1_products\"][:5]]).boundary.plot(ax=ax)\n", - "gpd.GeoSeries([shpg.shape(x.geometry) for x in run.output[\"raster\"]]).boundary.plot(ax=ax, color=\"C2\")\n", + "gpd.GeoSeries(\n", + " [shpg.shape(x.geometry) for x in s1_list_run.output[\"s1_products\"][:5]]\n", + ").boundary.plot(ax=ax)\n", + "gpd.GeoSeries([shpg.shape(x.geometry) for x in run.output[\"raster\"]]).boundary.plot(\n", + " ax=ax, color=\"C2\"\n", + ")\n", "gpd.GeoSeries(geom).boundary.plot(ax=ax, color=\"C3\")\n", "plt.legend([\"Sentinel-1 footprints\", \"Sentinel-2 footprint\", \"Input region\"])\n", "lw_plot()" @@ -523,7 +539,12 @@ "metadata": {}, "outputs": [], "source": [ - "s1_run = client.run(\"data_ingestion/spaceeye/spaceeye_preprocess\", \"SpaceEye Preprocess Amazon 2018\", geometry=geom, time_range=time_range)\n", + "s1_run = client.run(\n", + " \"data_ingestion/spaceeye/spaceeye_preprocess\",\n", + " \"SpaceEye Preprocess Amazon 2018\",\n", + " geometry=geom,\n", + " time_range=time_range,\n", + ")\n", "s1_run.monitor()" ] }, @@ -572,24 +593,24 @@ "N = 6\n", "S = 3\n", "H = math.ceil(len(s1_rasters) / N)\n", - "plt.figure(figsize=(N*S, H*S))\n", + "plt.figure(figsize=(N * S, H * S))\n", "for i, r in enumerate(s1_rasters):\n", " plt.subplot(H, N, i + 1)\n", " plt.imshow(s1_to_img(read_raster(r, geom)[0]))\n", " plt.title(r.time_range[0].strftime(\"%Y-%m-%d\"), fontsize=18)\n", " plt.axis(\"off\")\n", - "plt.suptitle(\"Sentinel-1\", fontsize=22, y=.99)\n", + "plt.suptitle(\"Sentinel-1\", fontsize=22, y=0.99)\n", "plt.tight_layout()\n", "lw_plot()\n", "\n", "H = math.ceil(len(s2_rasters) / N)\n", - "plt.figure(figsize=(N*S, H*S))\n", + "plt.figure(figsize=(N * S, H * S))\n", "for i, r in enumerate(s2_rasters):\n", " plt.subplot(H, N, i + 1)\n", " plt.imshow(s2_to_img(read_raster(r, geom)[0]))\n", " plt.title(r.time_range[0].strftime(\"%Y-%m-%d\"), fontsize=18)\n", " plt.axis(\"off\")\n", - "plt.suptitle(\"Sentinel-2\", fontsize=22, y=.99)\n", + "plt.suptitle(\"Sentinel-2\", fontsize=22, y=0.99)\n", "plt.tight_layout()\n", "lw_plot()" ] @@ -641,7 +662,9 @@ "metadata": {}, "outputs": [], "source": [ - "se_run = client.run(\"data_ingestion/spaceeye/spaceeye\", \"SpaceEye Amazon 2018\", geometry=geom, time_range=time_range)\n", + "se_run = client.run(\n", + " \"data_ingestion/spaceeye/spaceeye\", \"SpaceEye Amazon 2018\", geometry=geom, time_range=time_range\n", + ")\n", "se_run.monitor()" ] }, @@ -668,17 +691,17 @@ "for r, rgb_idx, name in zip(\n", " (se_run.output[\"raster\"], runs[0].output[\"raster\"]),\n", " ([2, 1, 0], [3, 2, 1]),\n", - " (\"SpaceEye\", \"Sentinel-2\")\n", + " (\"SpaceEye\", \"Sentinel-2\"),\n", "):\n", " plt.figure(figsize=(15, 3))\n", " for i in range(1, 7):\n", " plt.subplot(1, 6, i)\n", - " ref_date = date(2018, 6, i+10)\n", + " ref_date = date(2018, 6, i + 10)\n", " match_raster = [rr for rr in r if rr.time_range[0].date() == ref_date]\n", " if match_raster:\n", " match_ar = s2_to_img(read_raster(match_raster[0], geom)[0], rgb_idx=rgb_idx)\n", " plt.imshow(match_ar)\n", - " \n", + "\n", " else:\n", " plt.imshow(no_data)\n", " plt.axis(\"off\")\n", @@ -708,7 +731,9 @@ "source": [ "for s2 in sorted(runs[0].output[\"raster\"][::2], key=lambda x: x.time_range[0]):\n", " plt.figure(figsize=(12, 6))\n", - " se_raster = sorted(se_run.output[\"raster\"], key=lambda x: abs(s2.time_range[0] - x.time_range[0]))[0]\n", + " se_raster = sorted(\n", + " se_run.output[\"raster\"], key=lambda x: abs(s2.time_range[0] - x.time_range[0])\n", + " )[0]\n", " plt.subplot(1, 2, 1)\n", " plt.title(s2.time_range[0].strftime(\"%Y-%m-%d\"))\n", " plt.imshow(s2_to_img(read_raster(s2, geom)[0]))\n", @@ -740,7 +765,8 @@ " \"data_ingestion/spaceeye/spaceeye_interpolation\",\n", " \"Amazon SpaceEye Interpolation 2020\",\n", " geometry=geom,\n", - " time_range=time_ranges[2])\n", + " time_range=time_ranges[2],\n", + ")\n", "se_interp_run.monitor()" ] }, @@ -755,7 +781,9 @@ "source": [ "for s2 in sorted(runs[2].output[\"raster\"][::2], key=lambda x: x.time_range[0]):\n", " plt.figure(figsize=(12, 6))\n", - " se_raster = sorted(se_interp_run.output[\"raster\"], key=lambda x: abs(s2.time_range[0] - x.time_range[0]))[0]\n", + " se_raster = sorted(\n", + " se_interp_run.output[\"raster\"], key=lambda x: abs(s2.time_range[0] - x.time_range[0])\n", + " )[0]\n", " plt.subplot(1, 2, 1)\n", " plt.title(s2.time_range[0].strftime(\"%Y-%m-%d\"))\n", " plt.imshow(s2_to_img(read_raster(s2, geom)[0]))\n", @@ -786,7 +814,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.15" + "version": "3.8.18" }, "name": "Investigating Amazon Rainforest deforestation with SpaceEye", "running_time": "", diff --git a/notebooks/sentinel/spectral_indices.ipynb b/notebooks/sentinel/spectral_indices.ipynb index 95944dbe..ff13d796 100644 --- a/notebooks/sentinel/spectral_indices.ipynb +++ b/notebooks/sentinel/spectral_indices.ipynb @@ -17,12 +17,11 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 4, "id": "185c8088", "metadata": {}, "outputs": [], "source": [ - "import sys\n", "from datetime import datetime\n", "\n", "import matplotlib.pyplot as plt\n", @@ -30,11 +29,8 @@ "from shapely import geometry as shpg\n", "\n", "from vibe_core.client import get_default_vibe_client\n", - "\n", - "# Add shared notebook library to path\n", - "sys.path.append(\"../\")\n", - "from shared_nb_lib.plot import lw_plot\n", - "from shared_nb_lib.raster import read_clip_index, read_raster, s2_to_img" + "from vibe_notebook.plot import lw_plot\n", + "from vibe_notebook.raster import read_clip_index, read_raster, s2_to_img" ] }, { @@ -350,7 +346,7 @@ " wf_dict = yaml.safe_load(f)\n", "\n", "# Define our workflow inputs.\n", - "geom = shpg.Point(-119.21896203939313, 46.44578909859286).buffer(.05, cap_style=3)\n", + "geom = shpg.Point(-119.21896203939313, 46.44578909859286).buffer(0.05, cap_style=3)\n", "time_range = (datetime(2020, 5, 1), datetime(2020, 5, 5))" ] }, @@ -466,7 +462,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.15" + "version": "3.8.18" }, "name": "Spectral indices", "running_time": "", diff --git a/notebooks/sentinel/timelapse_visualization.ipynb b/notebooks/sentinel/timelapse_visualization.ipynb index f47a3bb1..be85cc34 100644 --- a/notebooks/sentinel/timelapse_visualization.ipynb +++ b/notebooks/sentinel/timelapse_visualization.ipynb @@ -28,23 +28,18 @@ "metadata": {}, "outputs": [], "source": [ - "import sys\n", "from datetime import datetime\n", "\n", "import matplotlib.animation as animation\n", - "\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", - "\n", "import shapely as shpg\n", "import yaml\n", "from IPython.core.display import Image\n", "\n", "from vibe_core.client import get_default_vibe_client\n", - "\n", - "sys.path.append(\"../\")\n", - "from shared_nb_lib.plot import lw_plot\n", - "from shared_nb_lib.raster import read_clip_index, read_raster, spaceeye_to_img" + "from vibe_notebook.plot import lw_plot\n", + "from vibe_notebook.raster import read_clip_index, read_raster, spaceeye_to_img" ] }, { @@ -176,15 +171,15 @@ "\n", "# Plot a few of them through the time_range\n", "n_to_plot = 12\n", - "indices = np.linspace(0, len(sorted_spaceeye_rasters)-1, n_to_plot, dtype=int)\n", + "indices = np.linspace(0, len(sorted_spaceeye_rasters) - 1, n_to_plot, dtype=int)\n", "\n", "fig, ax = plt.subplots(4, 3, figsize=(15, 12))\n", "for ax_idx, idx in enumerate(indices):\n", " raster = sorted_spaceeye_rasters[idx]\n", " ar = spaceeye_to_img(read_raster(raster, geometry=geometry)[0])\n", - " ax[ax_idx//3, ax_idx%3].set_title(f\"{raster.time_range[0].strftime('%Y-%m-%d')}\")\n", - " ax[ax_idx//3, ax_idx%3].axis(\"off\")\n", - " ax[ax_idx//3, ax_idx%3].imshow(ar)\n", + " ax[ax_idx // 3, ax_idx % 3].set_title(f\"{raster.time_range[0].strftime('%Y-%m-%d')}\")\n", + " ax[ax_idx // 3, ax_idx % 3].axis(\"off\")\n", + " ax[ax_idx // 3, ax_idx % 3].imshow(ar)\n", "lw_plot()" ] }, @@ -211,9 +206,9 @@ "for ax_idx, idx in enumerate(indices):\n", " raster = sorted_ndvi_rasters[idx]\n", " ar = read_clip_index(raster, geometry)\n", - " ax[ax_idx//3, ax_idx%3].set_title(f\"{raster.time_range[0].strftime('%Y-%m-%d')}\")\n", - " ax[ax_idx//3, ax_idx%3].axis(\"off\")\n", - " ax[ax_idx//3, ax_idx%3].imshow(ar)" + " ax[ax_idx // 3, ax_idx % 3].set_title(f\"{raster.time_range[0].strftime('%Y-%m-%d')}\")\n", + " ax[ax_idx // 3, ax_idx % 3].axis(\"off\")\n", + " ax[ax_idx // 3, ax_idx % 3].imshow(ar)" ] }, { @@ -237,11 +232,19 @@ "outputs": [], "source": [ "# Filtering out rasters with more than 10% of missing pixels\n", - "missing_data_thr = .1\n", - "\n", - "missing_ratio = [get_missing_ratio(raster, geometry) for raster in sorted_spaceeye_rasters] \n", - "filtered_se_rasters = [se_raster for se_raster, r in zip(sorted_spaceeye_rasters, missing_ratio) if r < missing_data_thr]\n", - "filtered_ndvi_rasters = [ndvi_raster for ndvi_raster, r in zip(sorted_ndvi_rasters, missing_ratio) if r < missing_data_thr]\n", + "missing_data_thr = 0.1\n", + "\n", + "missing_ratio = [get_missing_ratio(raster, geometry) for raster in sorted_spaceeye_rasters]\n", + "filtered_se_rasters = [\n", + " se_raster\n", + " for se_raster, r in zip(sorted_spaceeye_rasters, missing_ratio)\n", + " if r < missing_data_thr\n", + "]\n", + "filtered_ndvi_rasters = [\n", + " ndvi_raster\n", + " for ndvi_raster, r in zip(sorted_ndvi_rasters, missing_ratio)\n", + " if r < missing_data_thr\n", + "]\n", "\n", "print(f\"Filtered / Total rasters: {len(filtered_se_rasters)} / {len(sorted_spaceeye_rasters)}\")" ] @@ -269,19 +272,23 @@ "ax.set_title(f\"{filtered_se_rasters[0].time_range[0].strftime('%Y-%m-%d')}\")\n", "ax.axis(\"off\")\n", "\n", + "\n", "# Function to update the plot for each frame\n", "def update(i):\n", " raster = filtered_se_rasters[i]\n", " ar = spaceeye_to_img(read_raster(raster, geometry)[0])\n", " im.set_array(ar)\n", " ax.set_title(f\"{raster.time_range[0].strftime('%Y-%m-%d')}\")\n", - " return im,\n", + " return (im,)\n", + "\n", "\n", "# Set up the animation using the update function\n", - "ani = animation.FuncAnimation(fig, update, frames=range(len(filtered_se_rasters)), blit=True, interval=33.33)\n", + "ani = animation.FuncAnimation(\n", + " fig, update, frames=range(len(filtered_se_rasters)), blit=True, interval=33.33\n", + ")\n", "\n", "# Save the animation as a GIF\n", - "ani.save('timelapse_spaceeye.gif', writer='imagemagick')" + "ani.save(\"timelapse_spaceeye.gif\", writer=\"imagemagick\")" ] }, { @@ -299,7 +306,7 @@ "outputs": [], "source": [ "# We opted not to provide the gifs in the notebook to avoid increasing the notebook size\n", - "display(Image(filename='./timelapse_spaceeye.gif'))" + "display(Image(filename=\"./timelapse_spaceeye.gif\"))" ] }, { @@ -323,22 +330,28 @@ "ar = read_clip_index(filtered_ndvi_rasters[0], geometry)\n", "\n", "im = ax.imshow(ar)\n", - "ax.set_title(f\"{filtered_ndvi_rasters[0].time_range[0].strftime('%Y-%m-%d')} --- mean NDVI {np.nanmean(ar):.3f}\")\n", + "ax.set_title(\n", + " f\"{filtered_ndvi_rasters[0].time_range[0].strftime('%Y-%m-%d')} --- mean NDVI {np.nanmean(ar):.3f}\"\n", + ")\n", "ax.axis(\"off\")\n", "\n", + "\n", "# Function to update the plot for each frame\n", "def update(i):\n", " raster = filtered_ndvi_rasters[i]\n", " ar = read_clip_index(raster, geometry)\n", " im.set_array(ar)\n", " ax.set_title(f\"{raster.time_range[0].strftime('%Y-%m-%d')} --- mean NDVI {np.nanmean(ar):.3f}\")\n", - " return im,\n", + " return (im,)\n", + "\n", "\n", "# Set up the animation using the update function\n", - "ani = animation.FuncAnimation(fig, update, frames=range(len(filtered_ndvi_rasters)), blit=True, interval=33.33)\n", + "ani = animation.FuncAnimation(\n", + " fig, update, frames=range(len(filtered_ndvi_rasters)), blit=True, interval=33.33\n", + ")\n", "\n", "# Save the animation as a GIF\n", - "ani.save('timelapse_ndvi.gif', writer='imagemagick')" + "ani.save(\"timelapse_ndvi.gif\", writer=\"imagemagick\")" ] }, { @@ -348,7 +361,7 @@ "outputs": [], "source": [ "# We opted not to provide the gifs in the notebook to avoid increasing the notebook size\n", - "display(Image(filename='./timelapse_ndvi.gif'))" + "display(Image(filename=\"./timelapse_ndvi.gif\"))" ] } ], @@ -370,7 +383,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.6" + "version": "3.8.18" }, "name": "Timelapse visualization", "running_time": "", diff --git a/notebooks/shared_nb_lib/__init__.py b/notebooks/shared_nb_lib/__init__.py deleted file mode 100644 index e69de29b..00000000 diff --git a/notebooks/spectral_extension/spectral_extension.ipynb b/notebooks/spectral_extension/spectral_extension.ipynb new file mode 100644 index 00000000..c34537cd --- /dev/null +++ b/notebooks/spectral_extension/spectral_extension.ipynb @@ -0,0 +1,403 @@ +{ + "cells": [ + { + "attachments": { + "ec34e8af-5275-4ff0-9f31-81714c307042.png": { + "image/png": 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" + } + }, + "cell_type": "markdown", + "id": "e55f858c-c6ff-46bc-b4e2-03da8e9d9152", + "metadata": {}, + "source": [ + "# Spectral Extension\n", + "\n", + "> We will use the terms \"drone\", \"UAV\" (Unmanned Aerial Vehicle) and \"UAS\" (Unmanned Aircraft System) interchangeably\n", + "\n", + "This notebook demonstrates how to obtain high-resolution (0.125m) Sentinel-2 bands by combining a Sentinel-2 product with RGB drone imagery.\n", + "\n", + "The generated multispectral images cover the following 8 Sentinel-2 bands:\n", + "| Spectral Band | Band | Wavelength (nm) |\n", + "|-----|-----|-----|\n", + "| Blue\t| B2 | 492 $\\pm$ 66 |\n", + "| Green | B3| 559 $\\pm$ 36 |\n", + "| Red | B4 | 665 $\\pm$ 31 |\n", + "| Vegetation red edge | B5 | 704 $\\pm$ 15 |\n", + "| Vegetation red edge | B6 | 740 $\\pm$ 15 |\n", + "| Vegetation red edge | B7 | 781 $\\pm$ 20 |\n", + "| NIR | B8 | 833 $\\pm$ 106 |\n", + "| NNIR | B8a | 864 $\\pm$ 21 |\n", + "\n", + "\n", + "The model was trained on agriculture-related images, more specifically cover crop images in the Maryland regions, but can be applied to other regions and crops.\n", + "\n", + "The model used in this workflow is based on the paper \"Complementarity of UAS and satellite imagery for predicting cover crop biomass and nitrogen at scale\", by Arif Masrur (Penn State), Paul R. Adler (USDA) and Peder Olsen (Microsoft Research, RFI) submitted to Journal of \"Remote Sensing and the Environment\" in 2024.\n", + "\n", + "![image.png](attachment:ec34e8af-5275-4ff0-9f31-81714c307042.png)\n", + "\n", + "## Input Image\n", + "The input image to the workflow is expected to be an RGB (3-band) image, with bands in the 0-255 range.\n", + "In case your image is available in a different resolution, we provide a function to resample it to the correct resolution in the notebook that you can use.\n", + "\n", + "## Environment setup\n", + "\n", + "Before running this notebook, make sure to install all the required dependencies.\n", + "You may set up a micromamba environment with all the required dependencies for FarmVibes.AI as shown below.\n", + "\n", + "```bash\n", + "$ micromamba env create -f ../env.yaml\n", + "$ micromamba activate farmvibes-ai\n", + "```" + ] + }, + { + "cell_type": "markdown", + "id": "50428f3c-9a68-4b36-8fdf-949c8ca6f221", + "metadata": {}, + "source": [ + "## Imports" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "5c8b98eb-e170-4832-a687-d2fec157cb8a", + "metadata": {}, + "outputs": [], + "source": [ + "import time\n", + "from datetime import datetime\n", + "from typing import Any, List, Optional, Tuple\n", + "\n", + "import geopandas as gpd\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "import rasterio\n", + "from numpy.typing import NDArray\n", + "from rasterio.warp import Resampling, calculate_default_transform, reproject\n", + "from shapely import geometry as shpg\n", + "\n", + "from vibe_core.client import get_default_vibe_client\n", + "from vibe_core.data import ExternalReference, gen_guid" + ] + }, + { + "cell_type": "markdown", + "id": "13ae43a5-22b7-4618-bb2e-6e23ff9f672a", + "metadata": {}, + "source": [ + "## Helper functions\n", + "\n", + "We provide a function to save a resampled raster in the correct resolution, with the chosen RGB bands." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "4b16dc8f", + "metadata": {}, + "outputs": [], + "source": [ + "def resample_uav_raster(\n", + " input_filepath: str,\n", + " output_filepath: str,\n", + " nodata: int = 0,\n", + " bands: Tuple[int, int, int] = (0, 1, 2),\n", + " resampling: Resampling = Resampling.nearest,\n", + "):\n", + " \"\"\"\n", + " Resample input raster to .125m resolution\n", + " \"\"\"\n", + " t0 = time.perf_counter()\n", + " with rasterio.open(input_filepath) as src:\n", + " left, bottom, right, top = src.bounds\n", + " dst_transform, dst_width, dst_height = calculate_default_transform(\n", + " src_crs=src.crs,\n", + " dst_crs=src.crs,\n", + " width=src.width,\n", + " height=src.height,\n", + " left=left,\n", + " bottom=bottom,\n", + " right=right,\n", + " top=top,\n", + " # Model resolution\n", + " resolution=0.125,\n", + " )\n", + " profile = src.profile\n", + " profile[\"width\"] = dst_width\n", + " profile[\"height\"] = dst_height\n", + " profile[\"transform\"] = dst_transform\n", + " profile[\"nodata\"] = nodata\n", + " profile[\"count\"] = len(bands)\n", + " with rasterio.open(output_filepath, \"w\", **profile) as dst:\n", + " # Reproject each band, one at a time\n", + " for i, b in enumerate(bands):\n", + " ti0 = time.perf_counter()\n", + " reproject(\n", + " rasterio.band(src, b + 1),\n", + " destination=rasterio.band(dst, i + 1),\n", + " resampling=resampling,\n", + " )\n", + " ti1 = time.perf_counter()\n", + " print(f\"Finished band {b} in {ti1 - ti0:.2f}s\")\n", + " print(f\"Finished raster in {time.perf_counter() - t0:.2f}s\")\n", + "\n", + "\n", + "def to_img(\n", + " x: NDArray[Any],\n", + " percentile: Tuple[float, float] = (0.5, 99.5),\n", + " gamma: float = 1.0,\n", + " bands: Optional[List[int]] = None,\n", + "):\n", + " \"\"\"\n", + " Normalize bands to 0-255 range.\n", + " \"\"\"\n", + " img = x[bands] if bands is not None else x\n", + " img = img.transpose([1, 2, 0])\n", + " plow, phigh = np.percentile(img, percentile, axis=(0, 1))\n", + " img = np.clip(img, plow, phigh)\n", + " img = (img - plow) / (phigh - plow)\n", + " if gamma != 1:\n", + " img = img**gamma\n", + " return (img * 255).clip(0, 255).astype(np.uint8)" + ] + }, + { + "cell_type": "markdown", + "id": "81fdc3de-4589-4d95-9a87-d50c8e8753ff", + "metadata": {}, + "source": [ + "## Spectral extension workflow\n", + "\n", + "The spectral extension workflow will download the required Sentinel-2 product, resample it to the input raster grid, and run the spectral extension model.\n", + "For best results, it's important that the Sentinel-2 product is cloud-free, so the drone image should be taken on a day with blue skies.\n", + "\n", + "## Building the workflow input\n", + "\n", + "The workflow input should be a reference to an external facing url, such as a SAS-signed blob storage url.\n", + "\n", + "**Make sure the input image is in the required format**: 0.125m/px resolution, and 0-255 pixel range." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f9c725b6", + "metadata": {}, + "outputs": [], + "source": [ + "# Change this varialbe to the url with the UAV Raster file, such as SAS-signed blob url\n", + "uav_url = \"URL HERE\"" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "686c4f39", + "metadata": {}, + "outputs": [], + "source": [ + "# Define the geometry of the input according to the Raster bounds\n", + "with rasterio.open(uav_url) as src:\n", + " geom = gpd.GeoSeries(shpg.box(*src.bounds), crs=src.crs).to_crs(\"epsg:4326\").iloc[0]\n", + "# Define the date for which to get the Sentinel-2 image\n", + "time_range = (datetime(2020, 6, 3), datetime(2020, 6, 3))\n", + "\n", + "# Create the workflow input\n", + "raster_ref = ExternalReference(\n", + " id=gen_guid(),\n", + " time_range=time_range,\n", + " geometry=shpg.mapping(geom),\n", + " assets=[],\n", + " url=uav_url,\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "98d925f3", + "metadata": {}, + "outputs": [], + "source": [ + "# Instantiate a client to run workflows in the cluster\n", + "client = get_default_vibe_client(\"local\")\n", + "# Submit a run for the spectral extension workflow with our input\n", + "run = client.run(\n", + " \"ml/spectral_extension\", \"Spectral Extension workflow\", input_data={\"raster\": raster_ref}\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "cfec373c", + "metadata": {}, + "outputs": [], + "source": [ + "# Check the status of the workflow as it is running\n", + "run.monitor()" + ] + }, + { + "cell_type": "markdown", + "id": "aedbfe83-6113-4459-a885-cf040fc48381", + "metadata": {}, + "source": [ + "## Workflow outputs\n", + "After the workflow is done, the outputs can be accessed via the `run.output` variable, which is a dictionary.\n", + "There are three keys:\n", + "- `s2_rasters`: the original Sentinel-2 product used in the workflow;\n", + "- `matched_raster`: the Sentinel-2 product resampled to the same grid as the UAV image;\n", + "- `extended_raster`: the generated raster with 8 Sentinel-2 bands in high-resolution.\n", + "\n", + "Below we check some metadata from each file" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f5934d27-23f1-464e-be63-50bfae3c8282", + "metadata": {}, + "outputs": [], + "source": [ + "with rasterio.open(uav_url) as src:\n", + " print(\"UAV image\")\n", + " print(f\"CRS: {src.crs}, height: {src.height}, width: {src.width}, resolution: {src.res}\")\n", + " uav_geom = shpg.box(*src.bounds)\n", + "with rasterio.open(run.output[\"s2_rasters\"][0].raster_asset.url) as src:\n", + " print(\"Sentinel-2 product\")\n", + " print(f\"CRS: {src.crs}, height: {src.height}, width: {src.width}, resolution: {src.res}\")\n", + " s2_geom = shpg.box(*src.bounds)\n", + "with rasterio.open(run.output[\"matched_raster\"][0].raster_asset.url) as src:\n", + " print(\"Resampled Sentinel-2 product\")\n", + " print(f\"CRS: {src.crs}, height: {src.height}, width: {src.width}, resolution: {src.res}\")\n", + " resampled_geom = shpg.box(*src.bounds)\n", + "with rasterio.open(run.output[\"extended_raster\"][0].raster_asset.url) as src:\n", + " print(\"Generated raster\")\n", + " print(f\"CRS: {src.crs}, height: {src.height}, width: {src.width}, resolution: {src.res}\")\n", + " extended_geom = shpg.box(*src.bounds)" + ] + }, + { + "cell_type": "markdown", + "id": "7538fa20-25e4-4bbc-a8cd-856dc5d509f2", + "metadata": {}, + "source": [ + "## Plot results\n", + "\n", + "Let's read the rasters, normalize them for visualization, and plot them side-by-side" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "7d3a5610-78bc-4745-b1f4-e0bd9c3b999b", + "metadata": {}, + "outputs": [], + "source": [ + "# Slice the image to zoom in a specific area, choose this according to your image\n", + "ys = slice(4000,6000)\n", + "xs = slice(6000, 8000)\n", + "\n", + "# Load the original UAV data\n", + "with rasterio.open(uav_url) as src:\n", + " uav_ar = src.read()\n", + "# Normalize the image for visualization\n", + "uav_img = to_img(uav_ar, percentile=(0.5, 99.5), gamma=1.0, bands = [0, 1, 2])[ys, xs]\n", + "del uav_ar # Delete unnormalized raster to free memory\n", + "\n", + "# Load the resampled (low-resolution) Sentinel-2 product\n", + "with rasterio.open(run.output[\"matched_raster\"][0].raster_asset.url) as src:\n", + " match_ar = src.read()\n", + "# Normalize the image for visualization\n", + "s2_img = to_img(match_ar, percentile=(0.5, 99.5), gamma=0.7)[ys, xs]\n", + "del match_ar\n", + "s2_rgb_img = s2_img[..., [3, 2, 1]]\n", + "s2_vre_img = s2_img[..., [4, 5, 6]]\n", + "s2_nir_img = s2_img[..., [7, 7, 8]]\n", + "\n", + "# Load the generated image with 8 bands\n", + "with rasterio.open(run.output[\"extended_raster\"][0].raster_asset.path_or_url) as src:\n", + " ex_ar = src.read()\n", + "# Normalize the image for visualization\n", + "pred_img = to_img(ex_ar, percentile=(0.5, 99.5), gamma=1.0)[ys, xs]\n", + "del ex_ar\n", + "pred_rgb_img = pred_img[..., [2, 1, 0]]\n", + "pred_vre_img = pred_img[..., [3, 4, 5]]\n", + "pred_nir_img = pred_img[..., [6, 6, 7]]\n", + "\n", + "# Plot images for comparison\n", + "fig, ax = plt.subplots(3, 3, figsize=(12,12))\n", + "ax1, ax2, ax3 = ax[0]\n", + "ax1.imshow(pred_rgb_img)\n", + "ax1.set_title('Spectral-SRCNN RGB', fontsize=9)\n", + "ax2.imshow(pred_vre_img)\n", + "ax2.set_title('Spectral-SRCNN Red Edge', fontsize=9)\n", + "ax3.imshow(pred_nir_img)\n", + "ax3.set_title('Spectral-SRCNN NIR', fontsize=9)\n", + "\n", + "ax1, ax2, ax3 = ax[2]\n", + "ax1.imshow(s2_rgb_img)\n", + "ax1.set_title('Sentinel-2 RGB', fontsize=9)\n", + "ax2.imshow(s2_vre_img)\n", + "ax2.set_title('Sentinel-2 Red Edge', fontsize=9)\n", + "ax3.imshow(s2_nir_img)\n", + "ax3.set_title('Sentinel-2 NIR', fontsize=9)\n", + "\n", + "ax1, ax2, ax3 = ax[1]\n", + "ax1.imshow(uav_img)\n", + "ax1.set_title('UAS RGB', fontsize=9)\n", + "\n", + "for axi in ax:\n", + " for axij in axi:\n", + " axij.axis(False)\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "attachments": { + "d0d81631-1f8d-4a9f-ad96-fdb185a959ca.jpg": { + "image/jpeg": 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" + } + }, + "cell_type": "markdown", + "id": "efaaeacc-00ad-4c48-83e0-849d1ecc2360", + "metadata": {}, + "source": [ + "## Example result:\n", + "![example.jpg](attachment:d0d81631-1f8d-4a9f-ad96-fdb185a959ca.jpg)" + ] + } + ], + "metadata": { + "description": "Generate high-resolution multispectral data by combining high-resolution drone imagery and multispectral Sentinel-2 data.", + "disk_space": "", + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.9" + }, + "name": "Spectral Extension", + "running_time": "~10 minutes", + "tags": [ + "Remote Sensing", + "Sentinel" + ] + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/notebooks/weed_detection/weed_detection.ipynb b/notebooks/weed_detection/weed_detection.ipynb index bf87ac5b..e0341bad 100755 --- a/notebooks/weed_detection/weed_detection.ipynb +++ b/notebooks/weed_detection/weed_detection.ipynb @@ -47,12 +47,13 @@ "metadata": {}, "outputs": [], "source": [ + "from datetime import datetime\n", + "\n", "import geopandas as gpd\n", + "from shapely import geometry as shpg\n", + "\n", "from vibe_core.client import get_default_vibe_client\n", "from vibe_core.data import ExternalReferenceList\n", - "from datetime import datetime\n", - "from shapely import geometry as shpg\n", - "from urllib import request\n", "\n", "client = get_default_vibe_client()" ] @@ -149,11 +150,12 @@ "metadata": {}, "outputs": [], "source": [ + "from zipfile import ZipFile\n", + "\n", "import geopandas as gpd\n", "import matplotlib.pyplot as plt\n", "import rasterio\n", "import rasterio.plot\n", - "from zipfile import ZipFile\n", "\n", "# SAS url or local path to raster\n", "raster_file = \"\"\n", diff --git a/scripts/export_sam_models.py b/scripts/export_sam_models.py index 72578604..dbd8f26c 100644 --- a/scripts/export_sam_models.py +++ b/scripts/export_sam_models.py @@ -1,6 +1,10 @@ -# Script to export SAM models to ONNX files and add them to FarmVibes.AI cluster. -# This was heavily inspired by Visheratin's export_onnx_model script available in: +"""Export SAM models to ONNX files and add them to FarmVibes.AI cluster. + +This script downloads the SAM models from the Segment Anything project, exports them to +ONNX files, and adds them to the FarmVibes.AI cluster. The script was heavily inspired by +Visheratin's export_onnx_model script available in: # https://github.com/visheratin/segment-anything/blob/main/scripts/export_onnx_model.py +""" import argparse import os @@ -8,7 +12,7 @@ import warnings from dataclasses import dataclass from tempfile import TemporaryDirectory -from typing import Optional, Tuple +from typing import Dict, List, Optional, Tuple import onnx import torch @@ -55,10 +59,18 @@ class ModelInfo: def parse_args(): + """Parse command-line arguments.""" parser = argparse.ArgumentParser( description="Download SAM model(s), export to ONNX files, and add to FarmVibes.AI cluster." ) + parser.add_argument( + "--cluster", + choices=["local", "remote"], + default="local", + help="The type of cluster to add the models to (local or remote).", + ) + parser.add_argument( "--models", nargs="+", @@ -70,7 +82,49 @@ def parse_args(): return parser.parse_args() +def export_to_onnx( + model: torch.nn.Module, + dummy_inputs: Dict[str, torch.Tensor], + dynamic_axes: Dict[str, Dict[int, str]], + output_names: List[str], + output_path: str, +): + """Export the model to ONNX file. + + Args: + model: The model to export. + dummy_inputs: A dictionary of dummy inputs to the model. + dynamic_axes: A dictionary of dynamic axes for the model. + output_names: A list of output names for the model. + output_path: The path to save the exported ONNX file. + """ + with warnings.catch_warnings(): + warnings.filterwarnings("ignore", category=torch.jit.TracerWarning) # type: ignore + warnings.filterwarnings("ignore", category=UserWarning) + with open(output_path, "wb") as f: + print(f"Exporting onnx model to {output_path}...") + torch.onnx.export( + model, + tuple(dummy_inputs.values()), + f, # type: ignore + export_params=True, + verbose=False, + opset_version=ONNX_OPSET, + do_constant_folding=True, + input_names=list(dummy_inputs.keys()), + output_names=output_names, + dynamic_axes=dynamic_axes, + ) + + def export_model(model_type: str, downloaded_path: str, dir_path: str) -> Tuple[str, str]: + """Export the SAM model to ONNX files. + + Args: + model_type: The SAM model type to export (vit_b, vit_l, vit_h). + downloaded_path: The path to the downloaded SAM model. + dir_path: The directory path to save the exported ONNX files. + """ encoder_output = os.path.join(dir_path, f"{model_type}_encoder.onnx") encoder_data_file = ( os.path.join(dir_path, f"{model_type}_encoder_data_file.onnx") @@ -89,6 +143,15 @@ def export_model(model_type: str, downloaded_path: str, dir_path: str) -> Tuple[ def export_encoder(sam: Sam, output: str, data_file_output: Optional[str]) -> str: + """Export the encoder model to ONNX file. + + Args: + sam: The SAM model. + output: The path to save the exported ONNX file. + data_file_output: The path to save the external data file. + Returns: + The path to the exported ONNX file. + """ dynamic_axes = { "x": {0: "batch"}, } @@ -99,22 +162,7 @@ def export_encoder(sam: Sam, output: str, data_file_output: Optional[str]) -> st output_names = ["image_embeddings"] - with warnings.catch_warnings(): - warnings.filterwarnings("ignore", category=torch.jit.TracerWarning) # type: ignore - warnings.filterwarnings("ignore", category=UserWarning) - print(f"Exporting onnx model to {output}...") - torch.onnx.export( - sam.image_encoder, - tuple(dummy_inputs.values()), - output, - export_params=True, - verbose=False, - opset_version=ONNX_OPSET, - do_constant_folding=True, - input_names=list(dummy_inputs.keys()), - output_names=output_names, - dynamic_axes=dynamic_axes, - ) + export_to_onnx(sam.image_encoder, dummy_inputs, dynamic_axes, output_names, output) if data_file_output: onnx_model = onnx.load(output) @@ -137,11 +185,19 @@ def export_encoder(sam: Sam, output: str, data_file_output: Optional[str]) -> st def export_decoder(sam: Sam, output: str) -> str: + """Export the decoder model to ONNX file. + + Args: + sam: The SAM model. + output: The path to save the exported ONNX file. + Returns: + The path to the exported ONNX file. + """ onnx_model = SamOnnxModel(model=sam, return_single_mask=RETURN_SINGLE_MASK) dynamic_axes = { - "point_coords": {1: "num_points"}, - "point_labels": {1: "num_points"}, + "point_coords": {0: "batch_size", 1: "num_points"}, + "point_labels": {0: "batch_size", 1: "num_points"}, } embed_dim = sam.prompt_encoder.embed_dim @@ -160,23 +216,7 @@ def export_decoder(sam: Sam, output: str) -> str: output_names = ["masks", "iou_predictions", "low_res_masks"] - with warnings.catch_warnings(): - warnings.filterwarnings("ignore", category=torch.jit.TracerWarning) # type: ignore - warnings.filterwarnings("ignore", category=UserWarning) - with open(output, "wb") as f: - print(f"Exporting onnx model to {output}...") - torch.onnx.export( - onnx_model, - tuple(dummy_inputs.values()), - f, # type: ignore - export_params=True, - verbose=False, - opset_version=ONNX_OPSET, - do_constant_folding=True, - input_names=list(dummy_inputs.keys()), - output_names=output_names, - dynamic_axes=dynamic_axes, - ) + export_to_onnx(onnx_model, dummy_inputs, dynamic_axes, output_names, output) if onnxruntime_exists: ort_inputs = {k: v.cpu().numpy() for k, v in dummy_inputs.items()} @@ -188,13 +228,23 @@ def export_decoder(sam: Sam, output: str) -> str: return output -def add_to_cluster(exported_paths: Tuple[str, str]): +def add_to_cluster(exported_paths: Tuple[str, str], cluster_type: str = "local"): + """Add the exported ONNX models to the FarmVibes.AI cluster. + + Args: + exported_paths: A tuple of paths to the exported ONNX models. + cluster_type: The type of cluster to add the models to (local or remote). + """ + + if cluster_type not in ["local", "remote"]: + raise ValueError(f"Invalid cluster type: {cluster_type}. Expected 'local' or 'remote'.") + for path in exported_paths: print(f"Adding {path} to cluster...") subprocess.run( [ "farmvibes-ai", - "local", + cluster_type, "add-onnx", path, ], @@ -210,7 +260,7 @@ def main(): model_url = MODELS[model_type].url downloaded_path = download_file(model_url, os.path.join(tmp_dir, f"{model_type}.pth")) exported_paths = export_model(model_type, downloaded_path, tmp_dir) - add_to_cluster(exported_paths) + add_to_cluster(exported_paths, args.cluster) if __name__ == "__main__": diff --git a/src/vibe_core/pyproject.toml b/src/vibe_core/pyproject.toml index 108d9d01..1c297c60 100644 --- a/src/vibe_core/pyproject.toml +++ b/src/vibe_core/pyproject.toml @@ -18,7 +18,7 @@ vibe_core = ["terraform/*.tf"] [project] name = "vibe-core" -version ="2024.04.04" +version ="2024.05.27" authors = [ { name="Microsoft FarmVibes.AI Team", email="eywa-devs@microsoft.com" }, ] diff --git a/src/vibe_core/tests/test_register.py b/src/vibe_core/tests/test_register.py index c7133d9a..b2b9f094 100644 --- a/src/vibe_core/tests/test_register.py +++ b/src/vibe_core/tests/test_register.py @@ -1,4 +1,4 @@ -from vibe_core.data import data_registry, DataVibe +from vibe_core.data import DataVibe, data_registry def test_register_type(): diff --git a/src/vibe_core/vibe_core/__init__.py b/src/vibe_core/vibe_core/__init__.py index 0c77d121..ffeb1cd5 100644 --- a/src/vibe_core/vibe_core/__init__.py +++ b/src/vibe_core/vibe_core/__init__.py @@ -1,3 +1,5 @@ +"""Core types and functions, as well as constants used throughout FarmVibes.AI.""" + from .client import Client, FarmvibesAiClient __all__ = ["Client", "FarmvibesAiClient"] diff --git a/src/vibe_core/vibe_core/admag_client.py b/src/vibe_core/vibe_core/admag_client.py index f7f0b9f8..62c4695f 100644 --- a/src/vibe_core/vibe_core/admag_client.py +++ b/src/vibe_core/vibe_core/admag_client.py @@ -1,3 +1,5 @@ +"""Data types and supporting functions for interacting with Azure Data Manager for Agriculture.""" + import json from typing import Any, Dict, List, cast from urllib.parse import urljoin @@ -10,17 +12,14 @@ class ADMAgClient: """Client for Azure Data Manager for Agriculture (ADMAg) API. - :param base_url: The base URL for the ADMAg API. - - :param api_version: The API version to be used. - - :param client_id: The client ID. + Args: + base_url: The base URL for the ADMAg API. + api_version: The API version to be used. + client_id: The client ID. + client_secret: The client secret. + authority: The URI of the identity provider. + default_scope: The scope of the access request. - :param client_secret: The client secret. - - :param authority: The URI of the identity provider. - - :param default_scope: The scope of the access request. """ DEFAULT_TIMEOUT = 120 @@ -44,6 +43,7 @@ def __init__( authority: str, default_scope: str, ): + """Initialize an ADMAg client.""" self.token = self.get_token( client_id=client_id, client_secret=client_secret, @@ -56,22 +56,20 @@ def __init__( self.session.headers.update(self.header()) def get_token(self, client_id: str, client_secret: str, authority: str, default_scope: str): - """ - Generates the ADMAg access token to be used before each call. + """Generate the ADMAg access token to be used before each call. - :param client_id: The client ID. + Args: + client_id: The client ID. + client_secret: The client secret. + authority: The URI of the identity provider. + default_scope: The scope of the access request. - :param client_secret: The client secret. + Returns: + The access token as a string. - :param authority: The URI of the identity provider. - - :param default_scope: The scope of the access request. - - :return: The access token as a string. - - :raises Exception: If error retrieving token. + Raises: + Exception: If error retrieving token. """ - app = msal.ConfidentialClientApplication( client_id=client_id, client_credential=client_secret, authority=authority ) @@ -93,9 +91,10 @@ def get_token(self, client_id: str, client_secret: str, authority: str, default_ raise Exception(message) def header(self) -> Dict[str, str]: - """Generates a header containing authorization for ADMAg API requests. + """Generate a header containing authorization for ADMAg API requests. - :return: A dictionary containing the header for the API requests. + Returns: + A dictionary containing the header for the API requests. """ header: Dict[str, str] = { "Authorization": "Bearer " + self.token, @@ -166,25 +165,27 @@ def _get(self, endpoint: str, params: Dict[str, Any] = {}): def _post( self, endpoint: str, params: Dict[str, Any] = {}, data: Dict[str, Any] = {} ) -> Dict[str, Any]: - request_params = {"api-version": self.api_version, "maxPageSize": 1000} + request_params = {"api-version": self.api_version} request_params.update(params) response = self._request( "POST", endpoint, params=request_params, timeout=self.DEFAULT_TIMEOUT, data=data ) - if self.CONTENT_TAG in response: - response = self._iterate(response) + if "skipToken" in response and len(response["skipToken"]) > 0: + params["skipToken"] = response["skipToken"] + response["value"].extend(self._post(endpoint, params, data)["value"]) return response def get_seasonal_fields(self, party_id: str, params: Dict[str, Any] = {}): - """Retrieves the seasonal fields for a given party. - - :param party_id: The ID of the party. + """Retrieve the seasonal fields for a given party. - :param params: Additional parameters to be passed to the request. Defaults to {}. + Args: + party_id: The ID of the party. + params: Additional parameters to be passed to the request. Defaults to {}. - :return: The information for each seasonal fields. + Returns: + The information for each seasonal fields. """ endpoint = f"/parties/{party_id}/seasonal-fields" request_params = {"api-version": self.api_version} @@ -196,36 +197,39 @@ def get_seasonal_fields(self, party_id: str, params: Dict[str, Any] = {}): ) def get_field(self, party_id: str, field_id: str): - """ - Retrieves the field information for a given party and field. + """Retrieve the field information for a given party and field. - :param party_id: The ID of the party. + Args: + party_id: The ID of the party. + field_id: The ID of the field. - :param field_id: The ID of the field. - - :return: The field information. + Returns: + The field information. """ endpoint = f"/parties/{party_id}/fields/{field_id}" return self._get(endpoint) def get_seasonal_field(self, party_id: str, seasonal_field_id: str): - """Retrieves the information of a seasonal field for a given party. - - :param party_id: The ID of the party. + """Retrieve the information of a seasonal field for a given party. - :param seasonal_field_id: The ID of the seasonal field. + Args: + party_id: The ID of the party. + seasonal_field_id: The ID of the seasonal field. - :return: The seasonal field information. + Returns: + The seasonal field information. """ endpoint = f"/parties/{party_id}/seasonal-fields/{seasonal_field_id}" return self._get(endpoint) def get_season(self, season_id: str): - """Retrieves season information with a given id. + """Retrieve season information with a given id. - :param season_id: The id of the season to retrieve. + Args: + season_id: The id of the season to retrieve. - :return: The season data. + Returns: + The season data. """ endpoint = f"/seasons/{season_id}" return self._get(endpoint) @@ -240,25 +244,22 @@ def get_operation_info( associated_resource: Dict[str, str], sources: List[str] = [], ): - """ - Retrieves the information of a specified operation for a given party. + """Retrieve the information of a specified operation for a given party. This method will return information about the specified operation name, in the specified time range, for the given party and associated resource. - :param party_id: The ID of the party. - - :param intersects_with_geometry: geometry of associated resource. - - :param operation_name: The name of the operation. - - :param min_start_operation: The minimum start date of the operation. - - :param max_end_operation: The maximum end date of the operation. - - :param sources: (optional) The sources of the operation. - - :return: The operation information. + Args: + party_id: The ID of the party. + intersects_with_geometry: geometry of associated resource. + operation_name: The name of the operation. + min_start_operation: The minimum start date of the operation. + max_end_operation: The maximum end date of the operation. + associated_resource: The associated resource. + sources: The sources of the operation. + + Returns: + The operation information. """ endpoint = f"/{operation_name}:search" params = { @@ -287,21 +288,21 @@ def get_harvest_info( max_end_operation: str, associated_resource: Dict[str, str], ): - """Retrieves the harvest information for a given party. + """Retrieve the harvest information for a given party. This method will return the harvest information for a given resource, associated with the provided party id, between the start & end operation dates specified and intersecting with input geometry. - :param party_id: ID of the party. - - :param intersects_with_geometry: geometry of associated resource. - - :param min_start_operation: The minimum start date of the operation. + Args: + party_id: ID of the party. + intersects_with_geometry: geometry of associated resource. + min_start_operation: The minimum start date of the operation. + max_end_operation: The maximum end date of the operation. + associated_resource: The associated resource. - :param max_end_operation: The maximum end date of the operation. - - :return: Dictionary with harvest information. + Returns: + Dictionary with harvest information. """ return self.get_operation_info( party_id=party_id, @@ -320,21 +321,21 @@ def get_fertilizer_info( max_end_operation: str, associated_resource: Dict[str, str], ): - """Retrieves the fertilizer information for a given party. + """Retrieve the fertilizer information for a given party. This method will return the fertilizer information for a given resource, associated with the provided party id, between the start & end operation dates specified and intersecting with input geometry. - :param party_id: ID of the party. - - :param intersects_with_geometry: geometry of associated resource. - - :param min_start_operation: The minimum start date of the operation. + Args: + party_id: ID of the party. + intersects_with_geometry: geometry of associated resource. + min_start_operation: The minimum start date of the operation. + max_end_operation: The maximum end date of the operation. + associated_resource: The associated resource. - :param max_end_operation: The maximum end date of the operation. - - :return: Dictionary with fertilizer information. + Returns: + Dictionary with fertilizer information. """ return self.get_operation_info( party_id=party_id, @@ -354,23 +355,22 @@ def get_organic_amendments_info( max_end_operation: str, associated_resource: Dict[str, str], ): - """Retrieves the organic amendments information for a given party. + """Retrieve the organic amendments information for a given party. This method will return the organic amendments information for a given resource, associated with the provided party id, between the start & end operation dates specified and intersecting with input geometry. - :param party_id: ID of the party. - - :param intersects_with_geometry: geometry of associated resource. - - :param min_start_operation: The minimum start date of the operation. + Args: + party_id: ID of the party. + intersects_with_geometry: geometry of associated resource. + min_start_operation: The minimum start date of the operation. + max_end_operation: The maximum end date of the operation. + associated_resource: The associated resource. - :param max_end_operation: The maximum end date of the operation. - - :return: Dictionary with organic amendments information. + Returns: + Dictionary with organic amendments information. """ - return self.get_operation_info( party_id=party_id, intersects_with_geometry=intersects_with_geometry, @@ -389,21 +389,21 @@ def get_tillage_info( max_end_operation: str, associated_resource: Dict[str, str], ): - """Retrieves the tillage information for a given party. + """Retrieve the tillage information for a given party. This method will return the tillage information for a given resource, associated with the provided party id, between the start & end operation dates specified and intersecting with input geometry. - :param party_id: ID of the Party. + Args: + party_id: ID of the Party. + intersects_with_geometry: geometry of associated resource. + min_start_operation: The minimum start date of the operation. + max_end_operation: The maximum end date of the operation. + associated_resource: The associated resource. - :param intersects_with_geometry: geometry of associated resource. - - :param min_start_operation: The minimum start date of the operation. - - :param max_end_operation: The maximum end date of the operation. - - :return: Dictionary with tillage information. + Returns: + Dictionary with tillage information. """ return self.get_operation_info( party_id=party_id, @@ -415,18 +415,18 @@ def get_tillage_info( ) def get_prescription_map_id(self, party_id: str, field_id: str, crop_id: str): - """Retrieves the prescription map ID for a given party. + """Retrieve the prescription map ID for a given party. This method will return the prescription map ID for a given party, associated with the provided field and crop IDs. - :param party_id: ID of the Party. + Args: + party_id: ID of the Party. + field_id: ID of the field. + crop_id: ID of the crop. - :param field_id: ID of the field. - - :param crop_id: ID of the crop. - - return: Dictionary with prescription map ID. + Returns: + Dictionary with prescription map ID. """ endpoint = f"parties/{party_id}/prescription-maps" return self._get(endpoint, params={"fieldIds": [field_id], "cropIds": [crop_id]}) @@ -434,18 +434,18 @@ def get_prescription_map_id(self, party_id: str, field_id: str, crop_id: str): def get_prescriptions( self, party_id: str, prescription_map_id: str, geometry: Dict[str, Any] = {} ) -> Dict[str, Any]: - """Retrieves the prescriptions for a given party. + """Retrieve the prescriptions for a given party. This method will return the prescriptions for a given party, associated with the provided prescription map ID. - :param party_id: ID of the party. - - :param prescription_map_id: ID of the prescription map. + Args: + party_id: ID of the party. + prescription_map_id: ID of the prescription map. + geometry: geometry intersect with prescriptions. - :param geometry: geometry intersect with prescriptions. - - return: Dictionary with prescriptions. + Returns: + Dictionary with prescriptions. """ endpoint = "/prescription:search" return self._post( @@ -459,16 +459,17 @@ def get_prescriptions( ) def get_prescription(self, party_id: str, prescription_id: str): - """Retrieves the prescription for a given party. + """Retrieve the prescription for a given party. This method will return the prescription for a given party, associated with the provided party_id. - :param party_id: ID of the Party. - - :param prescription_id: ID of the prescription. + Args: + party_id: ID of the Party. + prescription_id: ID of the prescription. - return: Dictionary with prescription. + Returns: + Dictionary with prescription. """ endpoint = f"parties/{party_id}/prescriptions/{prescription_id}" return self._get(endpoint) @@ -481,21 +482,21 @@ def get_planting_info( max_end_operation: str, associated_resource: Dict[str, str], ): - """Retrieves the Planting information for a given resource. + """Retrieve the Planting information for a given resource. This method will return the Planting information for a given resource, associated with the provided party id, between the start & end operation dates specified and intersecting with input geometry. - :param resource: resource linked to planting information. - - :param intersects_with_geometry: resource geometry. - - :param min_start_operation: The minimum start date of the operation. - - :param max_end_operation: The maximum end date of the operation. + Args: + party_id: id of the party to retrieve planting information. + intersects_with_geometry: resource geometry. + min_start_operation: The minimum start date of the operation. + max_end_operation: The maximum end date of the operation. + associated_resource: The associated resource. - :return: Dictionary with planting information. + Returns: + Dictionary with planting information. """ return self.get_operation_info( party_id=party_id, diff --git a/src/vibe_core/vibe_core/cli/constants.py b/src/vibe_core/vibe_core/cli/constants.py index 998af048..39e49f34 100644 --- a/src/vibe_core/vibe_core/cli/constants.py +++ b/src/vibe_core/vibe_core/cli/constants.py @@ -1,5 +1,5 @@ DEFAULT_IMAGE_PREFIX = "farmai/terravibes/" -DEFAULT_IMAGE_TAG = "2024.04.04" +DEFAULT_IMAGE_TAG = "2024.05.27" DEFAULT_REGISTRY_PATH = "mcr.microsoft.com" LOCAL_SERVICE_URL_PATH_FILE = "service_url" diff --git a/src/vibe_core/vibe_core/cli/local.py b/src/vibe_core/vibe_core/cli/local.py index 9af42564..1f607653 100644 --- a/src/vibe_core/vibe_core/cli/local.py +++ b/src/vibe_core/vibe_core/cli/local.py @@ -359,9 +359,7 @@ def setup( if dapr_updated: log("dapr upgraded, restarting services") with kubectl.context(kubectl.cluster_name): - kubectl.restart( - "deployment", selectors=["backend=terravibes"] - ) + kubectl.restart("deployment", selectors=["backend=terravibes"]) log(f"Cluster {'update' if is_update else 'setup'} complete!") diff --git a/src/vibe_core/vibe_core/cli/wrappers.py b/src/vibe_core/vibe_core/cli/wrappers.py index d4df6b96..89f21a2b 100644 --- a/src/vibe_core/vibe_core/cli/wrappers.py +++ b/src/vibe_core/vibe_core/cli/wrappers.py @@ -1057,7 +1057,17 @@ def ensure_container_exists(self, storage_name: str, key: str, container_name: s error = "Couldn't check if container exists. Do you have access to the storage account?" try: - results = json.loads(execute_cmd(cmd, True, False, error, subprocess_log_level="debug")) + results = json.loads( + execute_cmd( + cmd, + True, + False, + error, + subprocess_log_level="debug", + censor_output=True, + censor_command=True, + ) + ) except Exception as e: log(f"Error checking if container exists: {e}", level="error") return False @@ -1077,7 +1087,9 @@ def ensure_container_exists(self, storage_name: str, key: str, container_name: s ] error = "Couldn't create container. Do you have access to the storage account?" try: - execute_cmd(cmd, True, False, error, subprocess_log_level="debug") + execute_cmd( + cmd, True, False, error, subprocess_log_level="debug", censor_command=True + ) except Exception: return False @@ -1117,6 +1129,7 @@ def download_blob( False, error, subprocess_log_level="debug", + censor_command=True if key else False, ) if file_path: return "" diff --git a/src/vibe_core/vibe_core/client.py b/src/vibe_core/vibe_core/client.py index 4e397d0e..ec33bd3b 100644 --- a/src/vibe_core/vibe_core/client.py +++ b/src/vibe_core/vibe_core/client.py @@ -1,3 +1,10 @@ +"""FarmVibes.AI client. + +This module provides a client for the FarmVibes.AI service, which allows users to interact with the +platform, such as inspecting workflow description and managing workflow runs (listing, creating, +monitoring, cancelling, etc.) +""" + import json import logging import os @@ -81,6 +88,12 @@ class ClusterType(StrEnum): local = auto() def client(self): + """Create a client based on the cluster type. + + Returns: + A :class:`FarmvibesAiClient` object based on the cluster type. + + """ return FarmvibesAiClient( get_remote_service_url() if self.value == self.remote else get_local_service_url() ) @@ -91,10 +104,14 @@ class Client(ABC): @abstractmethod def list_workflows(self) -> List[str]: - """Lists all available workflows. + """List all available workflows. + + Returns: + A list of workflow names. + + Raises: + NotImplementedError: If the method is not implemented by a subclass. - :return: A list of workflow names. - :raises NotImplementedError: If the method is not implemented by a subclass. """ raise NotImplementedError @@ -105,13 +122,19 @@ def run( geometry: BaseGeometry, time_range: Tuple[datetime, datetime], ) -> WorkflowRun: - """Runs a workflow. + """Run a workflow. + + Args: + workflow: The name of the workflow to run. + geometry: The geometry to run the workflow on. + time_range: The time range to run the workflow on. + + Returns: + A :class:`WorkflowRun` object. + + Raises: + NotImplementedError: If the method is not implemented by a subclass. - :param workflow: The name of the workflow to run. - :param geometry: The geometry to run the workflow on. - :param time_range: The time range to run the workflow on. - :return: A :class:`WorkflowRun` object. - :raises NotImplementedError: If the method is not implemented by a subclass. """ raise NotImplementedError @@ -119,7 +142,9 @@ def run( class FarmvibesAiClient(Client): """A client for the FarmVibes.AI service. - :param baseurl: The base URL of the FarmVibes.AI service. + Args: + baseurl: The base URL of the FarmVibes.AI service. + """ default_headers: Dict[str, str] = { @@ -129,22 +154,23 @@ class FarmvibesAiClient(Client): """The default headers to use for requests to the FarmVibes.AI service.""" def __init__(self, baseurl: str): + """Instantiate a new FarmVibes.AI client.""" self.baseurl = baseurl self.session = requests.Session() self.session.headers.update(self.default_headers) def _request(self, method: str, endpoint: str, *args: Any, **kwargs: Any): - """Sends a request to the FarmVibes.AI service and handle errors. - - :param method: The HTTP method to use (e.g., 'GET' or 'POST'). - - :param endpoint: The endpoint to request. + """Send a request to the FarmVibes.AI service and handle errors. - :param args: Positional arguments to pass to :meth:`requests.Session.request`. + Args: + method: The HTTP method to use (e.g., 'GET' or 'POST'). + endpoint: The endpoint to request. + args: Positional arguments to pass to :meth:`requests.Session.request`. + kwargs: Keyword arguments to pass to :meth:`requests.Session.request`. - :param kwargs: Keyword arguments to pass to :meth:`requests.Session.request`. + Returns: + The response from the FarmVibes.AI service. - :return: The response from the FarmVibes.AI service. """ response = self.session.request(method, urljoin(self.baseurl, endpoint), *args, **kwargs) try: @@ -168,45 +194,33 @@ def _form_payload( input_data: Optional[InputData[T]], run_name: str, ) -> Dict[str, Any]: - """Forms a payload dictionary for submitting a workflow run. - - :param workflow: The name of the workflow to run or a dict containing - the workflow definition. + """Form a payload dictionary for submitting a workflow run. + + Args: + workflow: The name of the workflow to run or a dict containing the workflow definition. + parameters: A dict of optional parameters to pass to the workflow. + The keys and values depend on the specific workflow definition. + geometry: The geometry to use for the input data. + It must be a valid shapely geometry object (e.g., Point or Polygon). + It will be converted to GeoJSON format internally. + Alternatively it can be None if input_data is provided instead. + time_range: The time range to use for the input data. It must be + a tuple of two datetime objects representing the start and end dates. + Alternatively it can be None if input_data is provided instead. + input_data: The input data to use for the workflow run. + It must be an instance of InputData or one of its subclasses + (e.g., SpatioTemporalJson or SpatioTemporalRaster). Alternatively + it can be None if geometry and time_range are provided instead. + run_name: The name to assign to the workflow run. + + Returns: + A dict containing the payload for submitting a workflow run. + The keys are 'run_name', 'workflow', 'parameters', and 'user_input'. - :param parameters: A dict of optional parameters to pass to the workflow. - The keys and values depend on the specific workflow definition. + Note: + Either (`geometry` and `time_range`) or (`input_data`) must be provided. Providing both + will result in an error. - :param geometry: The geometry to use for the input data. - It must be a valid shapely geometry object (e.g., Point or Polygon). - It will be converted to GeoJSON format internally. - Alternatively it can be None if input_data is provided instead. - .. note:: - Either `geometry` and `time_range` or `input_data` must be provided. - .. warning:: - Providing both `geometry` and `input_data` will result in an error. - - :param time_range: The time range to use for the input data. It must be - a tuple of two datetime objects representing the start and end dates. - Alternatively it can be None if input_data is provided instead. - .. note:: - Either `geometry` and `time_range` or `input_data` must be provided. - .. warning:: - Providing both `time_range` and `input_data` will result in an error. - - :param input_data: The input data to use for the workflow run. - It must be an instance of InputData or one of its subclasses - (e.g., SpatioTemporalJson or SpatioTemporalRaster). Alternatively - it can be None if geometry and time_range are provided instead. - .. note:: - Either `geometry` and `time_range` or `input_data` must be provided. - .. warning:: - Providing both `input_data` and either `geometry` or `time_range` - will result in an error. - - :param run_name: The name to assign to the workflow run. - - :return: A dict containing the payload for submitting a workflow run. - The keys are 'run_name', 'workflow', 'parameters', and 'user_input'. """ if input_data is not None: user_input = serialize_input(input_data) @@ -222,17 +236,19 @@ def _form_payload( return asdict(RunConfigInput(run_name, workflow, parameters, user_input)) def verify_disk_space(self): - """Verifies that there is enough disk space available for the cache. + """Verify that there is enough disk space available for the cache. This method checks the system metrics returned by the FarmVibes.AI service and compares the disk free space with a predefined threshold. If the disk free space is below the threshold, a warning message is displayed to the user, suggesting to clear the cache. - .. note:: + Note: The disk free space threshold is defined by :const:`DISK_FREE_THRESHOLD_BYTES`. - :raises: :exc:`RuntimeWarning` if the disk space is low. + Raises: + :exc:`RuntimeWarning` if the disk space is low. + """ metrics = self.get_system_metrics() df = cast(Optional[int], metrics.get("disk_free", None)) @@ -246,31 +262,36 @@ def verify_disk_space(self): ) def list_workflows(self) -> List[str]: - """Lists all available workflows on the FarmVibes.AI service. + """List all available workflows on the FarmVibes.AI service. This method returns a list of workflow names that can be used to submit workflow runs or to get more details about a specific workflow. - :return: A list of workflow names. + Returns: + A list of workflow names. + """ return self._request("GET", "v0/workflows") def describe_workflow(self, workflow_name: str) -> Dict[str, Any]: - """Describes a workflow. + """Describe a workflow. This method returns a dictionary containing the description of a workflow, such as its inputs, outputs, parameters and tasks. - .. note:: + Args: + workflow_name: The name of the workflow to describe. + It must be one of the names returned by list_workflows(). + + Returns: + A dictionary containing the workflow description. + The keys are 'name', 'description', 'inputs', 'outputs' and 'parameters'. + + Note: The description is returned as a :class:`TaskDescription` object, which is a dataclass that represents the structure and properties of a workflow. - :param workflow_name: The name of the workflow to describe. - It must be one of the names returned by list_workflows(). - - :return: A dictionary containing the workflow description. - The keys are 'name', 'description', 'inputs', 'outputs' and 'parameters'. """ desc = self._request("GET", f"v0/workflows/{workflow_name}?return_format=description") @@ -283,85 +304,99 @@ def describe_workflow(self, workflow_name: str) -> Dict[str, Any]: return desc def get_system_metrics(self) -> MetricsDict: - """Gets system metrics from the FarmVibes.AI service. + """Get system metrics from the FarmVibes.AI service. This method returns a dictionary containing various system metrics, such as CPU usage, memory usage and disk space. - :return: A dictionary containing system metrics. + Returns: + A dictionary containing system metrics. + """ metrics = self._request("GET", "v0/system-metrics") return MetricsDict(**metrics) def get_workflow_yaml(self, workflow_name: str) -> str: - """Gets the YAML definition of a workflow. + """Get the YAML definition of a workflow. This method returns a string containing the YAML definition of a workflow. The YAML definition specifies the name and operations of the workflow in a human-readable format. - :param workflow_name: The name of the workflow. It must be one - of the names returned by list_workflows(). + Args: + workflow_name: The name of the workflow. It must be one + of the names returned by list_workflows(). + + Returns: + The YAML definition of the workflow. - :return: The YAML definition of the workflow. """ yaml_content = self._request("GET", f"v0/workflows/{workflow_name}?return_format=yaml") return yaml.dump(yaml_content, default_flow_style=False, default_style="", sort_keys=False) def cancel_run(self, run_id: str) -> str: - """Cancels a workflow run. + """Cancel a workflow run. This method sends a request to the FarmVibes.AI service to cancel a workflow run that is in progress or pending. If the cancellation is successful, the workflow run status will be set to 'cancelled'. - .. note:: + Args: + run_id: The ID of the workflow run to cancel. + + Return: + The message from the FarmVibes.AI service indicating whether + the cancellation was successful or not. + + Note: The cancellation may take some time to take effect depending on the state of the workflow run and the service availability. - .. warning:: + Warnings: A workflow run that is already completed or failed cannot be cancelled. - :param run_id: The ID of the workflow run to cancel. - - :return: The message from the FarmVibes.AI service indicating whether - the cancellation was successful or not. """ return self._request("POST", f"v0/runs/{run_id}/cancel")["message"] def delete_run(self, run_id: str) -> str: - """Deletes a workflow run. + """Delete a workflow run. This method sends a request to the FarmVibes.AI service to delete a completed workflow run (i.e. a run with the a status of 'done', 'failed', or 'cancelled'). If the deletion is successful, all cached data the workflow run produced that is not shared with other workflow runs will be deleted and status will be set to 'deleted'. - .. note:: + Args: + run_id: The ID of the workflow run to delete. + + Returns: + The message from the FarmVibes.AI service indicating whether the deletion request + was successful or not. + + Note: The deletion may take some time to take effect depending on the state of the workflow run and the service availability. - .. warning:: + Warnings: A workflow run that is in progress or pending cannot be deleted. A cancelled workflow run can be deleted. So, in order to delete workflow run that is in progress or pending, it first needs to be cancelled and then it can be deleted. - :param run_id: The ID of the workflow run to delete. - - :return: The message from the FarmVibes.AI service indicating whether the deletion request - was successful or not. """ return self._request("DELETE", f"v0/runs/{run_id}")["message"] def describe_run(self, run_id: str) -> RunConfigUser: - """Describes a workflow run. + """Describe a workflow run. This method returns a RunConfigUser object containing the description of a workflow run, such as its name, status, inputs and outputs. - :param run_id: The ID of the workflow run to describe. + Args: + run_id: The ID of the workflow run to describe. + + Returns: + A :class:`RunConfigUser` object containing the workflow run description. - :return: A :class:`RunConfigUser` object containing the workflow run description. """ response = self._request("GET", f"v0/runs/{run_id}") try: @@ -374,16 +409,18 @@ def describe_run(self, run_id: str) -> RunConfigUser: return run def document_workflow(self, workflow_name: str) -> None: - """Prints the documentation of a workflow. + """Print the documentation of a workflow. This method prints a formatted documentation of a workflow, including its name, description, inputs, outputs and parameters. - .. note:: + Args: + workflow_name: The name of the workflow to document. + + Note: The documentation is printed to stdout and can be redirected to other outputs if needed. - :param workflow_name: The name of the workflow to document. """ wf_dict = self.describe_workflow(workflow_name) @@ -402,19 +439,20 @@ def list_runs( ids: Optional[Union[str, List[str]]] = None, fields: Optional[Union[str, List[str]]] = None, ): - """Lists workflow runs on the FarmVibes.AI service. - - :param ids: The IDs of the workflow runs to list. - If None, all workflow runs will be listed. + """List workflow runs on the FarmVibes.AI service. - :param fields: The fields to return for each workflow run. - If None, all fields will be returned. + Args: + ids: The IDs of the workflow runs to list. + If None, all workflow runs will be listed. + fields: The fields to return for each workflow run. + If None, all fields will be returned. - :return: A list of workflow runs. Each run is represented by a dictionary + Returns: + A list of workflow runs. Each run is represented by a dictionary with keys corresponding to the requested fields and values containing the field values. - """ + """ ids = [f"ids={id}" for id in ensure_list(ids)] if ids is not None else [] fields = [f"fields={field}" for field in ensure_list(fields)] if fields is not None else [] query_str = "&".join(ids + fields) @@ -422,29 +460,34 @@ def list_runs( return self._request("GET", f"v0/runs?{query_str}") def get_run_by_id(self, id: str) -> "VibeWorkflowRun": - """Gets a workflow run by ID. + """Get a workflow run by ID. This method returns a :class:`VibeWorkflowRun` object containing the details of a workflow run by its ID. - :param id: The ID of the workflow run to get. + Args: + id: The ID of the workflow run to get. - :return: A :class:`VibeWorkflowRun` object. - """ + Returns: + A :class:`VibeWorkflowRun` object. + """ fields = ["id", "name", "workflow", "parameters"] run = self.list_runs(id, fields=fields)[0] return VibeWorkflowRun(*(run[f] for f in fields), self) # type: ignore def get_last_runs(self, n: int) -> List["VibeWorkflowRun"]: - """Gets the last 'n' workflow runs. + """Get the last 'n' workflow runs. This method returns a list of :class:`VibeWorkflowRun` objects containing the details of the last n workflow runs. - :param n: The number of workflow runs to get (with n>0). + Args: + n: The number of workflow runs to get (with n>0). + + Returns: + A list of :class:`VibeWorkflowRun` objects. - :return: A list of :class:`VibeWorkflowRun` objects. """ if n <= 0: raise ValueError(f"The number of runs (n) must be greater than 0. Got {n} instead.") @@ -460,7 +503,7 @@ def get_last_runs(self, n: int) -> List["VibeWorkflowRun"]: return [self.get_run_by_id(run_id) for run_id in last_runs] def get_api_time_zone(self) -> tzfile: - """Gets the time zone of the FarmVibes.AI REST-API. + """Get the time zone of the FarmVibes.AI REST-API. This method returns a tzfile object representing the time zone of the FarmVibes.AI REST-API. The time zone is determined by parsing @@ -468,11 +511,13 @@ def get_api_time_zone(self) -> tzfile: of the service. If the 'date' header is missing or invalid, a warning is issued and the client time zone is used instead. - .. note:: + Returns: + The time zone of the FarmVibes.AI REST-API as a tzfile object. + + Note: The tzfile object is a subclass of datetime.tzinfo that represents a time zone using an Olson database file. - :return: The time zone of the FarmVibes.AI REST-API as a tzfile object. """ tz = tzlocal() response = self.session.request("GET", self.baseurl) @@ -504,8 +549,7 @@ def run( geometry: BaseGeometry, time_range: Tuple[datetime, datetime], parameters: Optional[Dict[str, Any]] = None, - ) -> "VibeWorkflowRun": - ... + ) -> "VibeWorkflowRun": ... @overload def run( @@ -515,8 +559,7 @@ def run( *, input_data: InputData[T], parameters: Optional[Dict[str, Any]] = None, - ) -> "VibeWorkflowRun": - ... + ) -> "VibeWorkflowRun": ... def run( self, @@ -528,46 +571,35 @@ def run( input_data: Optional[InputData[T]] = None, parameters: Optional[Dict[str, Any]] = None, ) -> "VibeWorkflowRun": - """Runs a workflow. + """Run a workflow. This method instantiates a workflow run using the provided data and parameters. - :param workflow: The name of the workflow to run or a dict containing + Args: + workflow: The name of the workflow to run or a dict containing the workflow definition. - - :param name: The name to assign to the workflow run. - - :param geometry: The geometry to use for the input data. - It must be a valid shapely geometry object (e.g., Point or Polygon). - It will be converted to GeoJSON format internally. - Alternatively it can be None if input_data is provided instead. - .. note:: - Either `geometry` and `time_range` or `input_data` must be provided. - .. warning:: - Providing both `geometry` and `input_data` will result in an error. - - :param time_range: The time range to use for the input data. It must be - a tuple of two datetime objects representing the start and end dates. - Alternatively it can be None if input_data is provided instead. - .. note:: - Either `geometry` and `time_range` or `input_data` must be provided. - .. warning:: - Providing both `time_range` and `input_data` will result in an error. - - :param input_data: The input data to use for the workflow run. - It must be an instance of InputData or one of its subclasses - (e.g., SpatioTemporalJson or SpatioTemporalRaster). Alternatively - it can be None if geometry and time_range are provided instead. - .. note:: - Either `geometry` and `time_range` or `input_data` must be provided. - .. warning:: - Providing both `input_data` and either `geometry` or `time_range` + name: The name to assign to the workflow run. + geometry: The geometry to use for the input data. + It must be a valid shapely geometry object (e.g., Point or Polygon). + It will be converted to GeoJSON format internally. + Alternatively it can be None if input_data is provided instead. + time_range: The time range to use for the input data. It must be + a tuple of two datetime objects representing the start and end dates. + Alternatively it can be None if input_data is provided instead. + input_data: The input data to use for the workflow run. + It must be an instance of InputData or one of its subclasses + (e.g., SpatioTemporalJson or SpatioTemporalRaster). Alternatively + it can be None if geometry and time_range are provided instead. + parameters: A dict of optional parameters to pass to the workflow. + The keys and values depend on the specific workflow definition. + + Returns: + A :class:`VibeWorkflowRun` object. + + Note: + Either (`geometry` and `time_range`) or (`input_data`) must be provided. Providing both will result in an error. - :param parameters: A dict of optional parameters to pass to the workflow. - The keys and values depend on the specific workflow definition. - - :return: A :class:`VibeWorkflowRun` object. """ self.verify_disk_space() payload = dump_to_json( @@ -577,14 +609,15 @@ def run( return self.get_run_by_id(response["id"]) def resubmit_run(self, run_id: str) -> "VibeWorkflowRun": - """ - Resubmits a workflow run with the given run ID. + """Resubmit a workflow run with the given run ID. - :param run_id: The ID of the workflow run to resubmit. + Args: + run_id: The ID of the workflow run to resubmit. - :return: The resubmitted workflow run. - """ + Returns: + The resubmitted workflow run. + """ self.verify_disk_space() response = self._request("POST", f"v0/runs/{run_id}/resubmit") return self.get_run_by_id(response["id"]) @@ -644,30 +677,29 @@ def monitor( timeout_min: Optional[int] = None, detailed_task_info: bool = False, ) -> None: - """Monitors workflow runs. + """Monitor workflow runs. This method will block and print the status of the runs each refresh_time_s seconds, until the workflow runs finish or it reaches timeout_min minutes. It will also print warnings every refresh_warnings_time_min minutes. - :param runs: A list of workflow runs, a single run object, or an integer. The method will - monitor the provided workflow runs. If a list of runs is provided, the method will - provide a summarized table with the status of each run. If only one run is provided, - the method will monitor that run directly. If an integer > 0 is provided, the method - will fetch the respective last runs and provide the summarized monitor table. - - :param refresh_time_s: Refresh interval in seconds (defaults to 1 second). - - :param refresh_warnings_time_min: Refresh interval in minutes for updating - the warning messages (defaults to 5 minutes). + Args: + runs: A list of workflow runs, a single run object, or an integer. The method will + monitor the provided workflow runs. If a list of runs is provided, the method will + provide a summarized table with the status of each run. If only one run is provided, + the method will monitor that run directly. If an integer > 0 is provided, the method + will fetch the respective last runs and provide the summarized monitor table. + refresh_time_s: Refresh interval in seconds (defaults to 1 second). + refresh_warnings_time_min: Refresh interval in minutes for updating + the warning messages (defaults to 5 minutes). + timeout_min: The maximum time to monitor the workflow run, in minutes. + If not provided, the method will monitor indefinitely. + detailed_task_info: If True, detailed information about task progress + will be included in the output (defaults to False). + + Raises: + ValueError: If no workflow runs are provided (empty list). - :param timeout_min: The maximum time to monitor the workflow run, in minutes. - If not provided, the method will monitor indefinitely. - - :param detailed_task_info: If True, detailed information about task progress - will be included in the output (defaults to False). - - :raises ValueError: If no workflow runs are provided (empty list). """ if isinstance(runs, int): runs = self.get_last_runs(runs) @@ -692,18 +724,15 @@ def monitor( class VibeWorkflowRun(WorkflowRun, MonitoredWorkflowRun): - """Represents a workflow run in FarmVibes.AI. - - :param id: The ID of the workflow run. - - :param name: The name of the workflow run. - - :param workflow: The name of the workflow associated to the run. - - :param parameters: The parameters associated to the workflow run, as a dict. - The keys and values depend on the specific workflow definition. + """Represent a workflow run in FarmVibes.AI. - :param client: An instance of the :class:`FarmVibesAiClient` class. + Args: + id: The ID of the workflow run. + name: The name of the workflow run. + workflow: The name of the workflow associated to the run. + parameters: The parameters associated to the workflow run, as a dict. + The keys and values depend on the specific workflow definition. + client: An instance of the :class:`FarmVibesAiClient` class. """ wait_s = 10 @@ -716,6 +745,7 @@ def __init__( parameters: Dict[str, Any], client: FarmvibesAiClient, ): + """Instantiate a new VibeWorkflowRun.""" self.id = id self.name = name self.workflow = workflow @@ -727,33 +757,39 @@ def __init__( self._task_details = None def _convert_output(self, output: Dict[str, Any]) -> BaseVibeDict: - """Converts the output of the workflow run to a :class:`BaseVibeDict`. + """Convert the output of the workflow run to a :class:`BaseVibeDict`. This method takes the output of the workflow run as a dictionary and converts each value to a DataVibe object using a StacConverter object. It returns a new dictionary with the same keys and converted values. - :param output: The output of the workflow run. It is a dictionary - with key-value pairs where each value is a STAC item in JSON format. + Args: + output: The output of the workflow run. It is a dictionary + with key-value pairs where each value is a STAC item in JSON format. - :return: The converted output of the workflow run. It is a dictionary + Returns: + The converted output of the workflow run. It is a dictionary with key-value pairs where each value is a BaseVibe object that represents a geospatial data asset. + """ converter = StacConverter() return {k: converter.from_stac_item(deserialize_stac(v)) for k, v in output.items()} def _convert_task_details(self, details: Dict[str, Any]) -> Dict[str, RunDetails]: - """Converts the task details of the workflow run to a :class:`RunDetails` dictionary. + """Convert the task details of the workflow run to a :class:`RunDetails` dictionary. This method takes the task details of the workflow run as a dictionary and converts each value to a RunDetails object using keyword arguments. It returns a new dictionary with the same keys and converted values. The keys are sorted by their corresponding start time or end time if available. - :param details: The task details of the workflow run. + Args: + details: The task details of the workflow run. + + Returns: + The converted task details of the workflow run. - :return: The converted task details of the workflow run. """ return { k: RunDetails(**v) @@ -770,15 +806,21 @@ def _block_until_status( block_until_statuses: List[RunStatus], timeout_s: Optional[int] = None, ) -> "VibeWorkflowRun": - """Blocks until the workflow run has a status that has been specified, with an optional - timeout in seconds. + """Block until the workflow run has a status that has been specified. + + Also allows defining an optional timeout in seconds. + + Args: + block_until_statuses: List of :class:`RunStatus` to wait for. + timeout_s (optional): Timeout in seconds to wait for the workflow to reach one of the + desired statuses. If not provided, the method will wait indefinitely. - :param timeout_s: Optional timeout in seconds to wait for the workflow to reach one of the - desired statuses. If not provided, the method will wait indefinitely. + Returns: + The workflow run object. - :raises RuntimeError: If the run does not complete before timeout_s. + Raises: + RuntimeError: If the run does not complete before timeout_s. - :return: The workflow run object. """ time_start = time.monotonic() while self.status not in block_until_statuses: @@ -793,7 +835,7 @@ def _block_until_status( @property def status(self) -> RunStatus: - """Gets the status of the workflow run.""" + """Get the status of the workflow run.""" if self._status is not RunStatus.deleted: self._status = cast( RunStatus, RunStatus(self.client.list_runs(self.id)[0]["details.status"]) @@ -802,8 +844,7 @@ def status(self) -> RunStatus: @property def task_details(self) -> Dict[str, RunDetails]: - """Gets the task details of the workflow run.""" - + """Get the task details of the workflow run.""" if self._task_details is not None: return self._task_details status = self.status @@ -816,15 +857,13 @@ def task_details(self) -> Dict[str, RunDetails]: @property def task_status(self) -> Dict[str, str]: - """Gets the task status of the workflow run.""" - + """Get the task status of the workflow run.""" details = self.task_details return {k: v.status for k, v in details.items()} @property def output(self) -> Optional[BaseVibeDict]: - """Gets the output of the workflow run.""" - + """Get the output of the workflow run.""" if self._output is not None: return self._output run = self.client.describe_run(self.id) @@ -836,7 +875,7 @@ def output(self) -> Optional[BaseVibeDict]: @property def reason(self) -> Optional[str]: - """Gets the reason of the workflow run. + """Get the reason of the workflow run. The reason is a string that describes the status of the workflow run. In case of failure, it also contains the reason of the failure. @@ -858,28 +897,33 @@ def reason(self) -> Optional[str]: return self._reason def cancel(self) -> "VibeWorkflowRun": - """Cancels the workflow run. + """Cancel the workflow run. + + Returns: + The workflow run. - :return: The workflow run. """ self.client.cancel_run(self.id) self.status return self def delete(self) -> "VibeWorkflowRun": - """Deletes the workflow run. + """Delete the workflow run. + + Returns: + The workflow run. - :return: The workflow run. """ self.client.delete_run(self.id) self.status return self def resubmit(self) -> "VibeWorkflowRun": - """ - Resubmits the current workflow run. + """Resubmit the current workflow run. + + Returns: + The resubmitted workflow run instance. - :return: The resubmitted workflow run instance. """ return self.client.resubmit_run(self.id) @@ -887,14 +931,18 @@ def block_until_cancelled( self, timeout_s: Optional[int] = None, ) -> "VibeWorkflowRun": - """Blocks until the workflow run is cancelled, with an optional timeout in seconds. + """Block until the workflow run is cancelled, with an optional timeout in seconds. + + Args: + timeout_s (optional): Timeout in seconds to wait for the workflow to be cancelled. + If not provided, the method will wait indefinitely. - :param timeout_s: Optional timeout in seconds to wait for the workflow to be cancelled. - If not provided, the method will wait indefinitely. + Returns: + The workflow run object. - :raises RuntimeError: If the run is not cancelled before timeout_s. + Raises: + RuntimeError: If the run is not cancelled before timeout_s. - :return: The workflow run object. """ self._block_until_status([RunStatus.cancelled], timeout_s) return self @@ -903,15 +951,20 @@ def block_until_complete( self, timeout_s: Optional[int] = None, ) -> "VibeWorkflowRun": - """Blocks until the workflow run execution completes or fails, with an optional - timeout in seconds. + """Block until the workflow run execution completes or fails. + + Also allows defining a timeout in seconds. - :param timeout_s: Optional timeout in seconds to wait for the workflow to complete. - If not provided, the method will wait indefinitely. + Args: + timeout_s (optional): Timeout in seconds to wait for the workflow to complete. + If not provided, the method will wait indefinitely. - :raises RuntimeError: If the run does not complete before timeout_s. + Returns: + The workflow run object. + + Raises: + RuntimeError: If the run does not complete before timeout_s. - :return: The workflow run object. """ self._block_until_status([RunStatus.done, RunStatus.failed], timeout_s) return self @@ -920,14 +973,18 @@ def block_until_deleted( self, timeout_s: Optional[int] = None, ) -> "VibeWorkflowRun": - """Blocks until the workflow run is deleted, with an optional timeout in seconds. + """Block until the workflow run is deleted, with an optional timeout in seconds. + + Args: + timeout_s (optional): Timeout in seconds to wait for the workflow to be deleted. + If not provided, the method will wait indefinitely. - :param timeout_s: Optional timeout in seconds to wait for the workflow to be deleted. - If not provided, the method will wait indefinitely. + Returns: + The workflow run object. - :raises RuntimeError: If the run does not complete before timeout_s. + Raises: + RuntimeError: If the run does not complete before timeout_s. - :return: The workflow run object. """ self._block_until_status([RunStatus.deleted], timeout_s) return self @@ -939,23 +996,21 @@ def monitor( timeout_min: Optional[int] = None, detailed_task_info: bool = False, ): - """Monitors the workflow run. + """Monitor the workflow run. This method will call :meth:`vibe_core.client.FarmvibesAiClient.monitor` to monitor the workflow run. - :param refresh_time_s: Refresh interval in seconds (defaults to 1 second). + Args: + refresh_time_s: Refresh interval in seconds (defaults to 1 second). + refresh_warnings_time_min: Refresh interval in minutes for updating + the warning messages (defaults to 5 minutes). + timeout_min: The maximum time to monitor the workflow run, in minutes. + If not provided, the method will monitor indefinitely. + detailed_task_info: If True, detailed information about task progress + will be included in the output (defaults to False). - :param refresh_warnings_time_min: Refresh interval in minutes for updating - the warning messages (defaults to 5 minutes). - - :param timeout_min: The maximum time to monitor the workflow run, in minutes. - If not provided, the method will monitor indefinitely. - - :param detailed_task_info: If True, detailed information about task progress - will be included in the output (defaults to False). """ - self.client.monitor( runs=[self], refresh_time_s=refresh_time_s, @@ -965,9 +1020,11 @@ def monitor( ) def __repr__(self): - """Gets the string representation of the workflow run. + """Get the string representation of the workflow run. + + Returns: + The string representation of the workflow run. - :return: The string representation of the workflow run. """ return ( f"'{self.__class__.__name__}'(id='{self.id}', name='{self.name}'," @@ -976,12 +1033,14 @@ def __repr__(self): def get_local_service_url() -> str: - """Retrieves the local service URL used to submit workflow runs to the FarmVibes.AI service. + """Retrieve the local service URL used to submit workflow runs to the FarmVibes.AI service. This function attempts to read the service URL from a file, and if that fails, it will return a fallback URL. - :return: The local service URL. + Returns: + The local service URL. + """ try: with open(FARMVIBES_AI_SERVICE_URL_PATH, "r") as fp: @@ -991,40 +1050,45 @@ def get_local_service_url() -> str: def get_remote_service_url() -> str: - """Gets the remote service URL. + """Get the remote service URL. + + Returns: + The remote service URL. - :return: The remote service URL. """ with open(FARMVIBES_AI_REMOTE_SERVICE_URL_PATH, "r") as fp: return fp.read().strip() -def get_vibe_client(url: str): - """Gets a vibe client given an API base URL. +def get_vibe_client(url: str) -> FarmvibesAiClient: + """Get a vibe client given an API base URL. + + Args: + url: The URL. - :param url: The URL. + Returns: + The vibe client. - :return: The vibe client. """ if not url: raise ValueError("URL for vibe client must be provided") return FarmvibesAiClient(url) -def get_default_vibe_client(type: Union[str, ClusterType] = ""): - """Gets the default vibe client. - - If given a cluster type, it will try to connect to a cluster of that type - assuming the data files are present. +def get_default_vibe_client(type: Union[str, ClusterType] = "") -> FarmvibesAiClient: + """Get the default vibe client. - Otherwise, it will try to connect to a remote cluster first, and if that + If given a cluster type, it will try to connect to a cluster of that type assuming the data + files are present. Otherwise, it will try to connect to a remote cluster first, and if that fails, try to connect to the local one (if it exists). - :param type: The type of the cluster (from `ClusterType`) to connect to. + Args: + type: The type of the cluster (from :class:`ClusterType`) to connect to. - :return: The vibe client. - """ + Returns: + The vibe client. + """ if not type: try: return FarmvibesAiClient(get_remote_service_url()) diff --git a/src/vibe_core/vibe_core/data/__init__.py b/src/vibe_core/vibe_core/data/__init__.py index dee86916..5a1e78da 100644 --- a/src/vibe_core/vibe_core/data/__init__.py +++ b/src/vibe_core/vibe_core/data/__init__.py @@ -1,3 +1,5 @@ +"""Core data model for FarmVibes.AI.""" + from .airbus import AirbusPrice, AirbusProduct, AirbusRaster from .core_types import ( AssetVibe, @@ -5,6 +7,7 @@ BaseVibeDict, BBox, CarbonOffsetInfo, + ChipWindow, DataSummaryStatistics, DataVibe, ExternalReference, @@ -63,6 +66,7 @@ RasterChunk, RasterIlluminance, RasterSequence, + SamMaskRaster, ) from .sentinel import ( DownloadedSentinel1Product, diff --git a/src/vibe_core/vibe_core/data/airbus.py b/src/vibe_core/vibe_core/data/airbus.py index 7755daab..e3e618d8 100644 --- a/src/vibe_core/vibe_core/data/airbus.py +++ b/src/vibe_core/vibe_core/data/airbus.py @@ -1,3 +1,5 @@ +"""AirBus data types.""" + from dataclasses import dataclass from typing import Any, Dict @@ -7,10 +9,7 @@ @dataclass class AirbusProduct(DataVibe): - """ - Represents Airbus product metadata obtained from the search API. - Contains no image assets. - """ + """Represent Airbus product metadata obtained from the search API. Contains no image assets.""" acquisition_id: str """The ID of the acquisition.""" @@ -21,7 +20,7 @@ class AirbusProduct(DataVibe): @dataclass class AirbusPrice(DataVibe): - """Represents the price of an Airbus product.""" + """Represent the price of an Airbus product.""" price: float """The price of the product.""" @@ -29,9 +28,10 @@ class AirbusPrice(DataVibe): @dataclass class AirbusRaster(Raster, AirbusProduct): - """ - Represents an Airbus raster product, downloaded with specific product type, - radiometric processing, projection. + """Airbus raster product. + + Represent an Airbus raster, downloaded with specific product type, radiometric processing, + projection. """ pass diff --git a/src/vibe_core/vibe_core/data/core_types.py b/src/vibe_core/vibe_core/data/core_types.py index 3bc381af..55271080 100644 --- a/src/vibe_core/vibe_core/data/core_types.py +++ b/src/vibe_core/vibe_core/data/core_types.py @@ -1,3 +1,5 @@ +"""Core data classes, functions, and constants of FarmVibes.AI.""" + import hashlib import logging import re @@ -13,6 +15,7 @@ ClassVar, Dict, List, + NamedTuple, Optional, Tuple, Type, @@ -48,11 +51,27 @@ """Type alias for a time range, as a tuple of two `datetime` objects (start, end).""" -def gen_guid(): +class ChipWindow(NamedTuple): + """Represent a window of a raster chip. + + Attributes: + col_offset: The column offset of the window with relation to the raster chip. + row_offset: The row offset of the window with relation to the raster chip. + width: The width of the window. + height: The height of the window. """ - Generates a random UUID as a string. - :return: A random UUID as a string. + col_offset: float + row_offset: float + width: float + height: float + + +def gen_guid(): + """Generate a random UUID as a string. + + Returns: + A random UUID as a string. """ return str(uuid.uuid4()) @@ -62,18 +81,17 @@ def gen_hash_id( geometry: Union[BaseGeometry, Dict[str, Any]], time_range: Tuple[datetime, datetime], ): - """ - Generates a hash ID based on a name, a geometry, and a time range. + """Generate a hash ID based on a name, a geometry, and a time range. - :param name: The name associated with the hash ID. + Args: + name: The name associated with the hash ID. + geometry: The geometry associated with the hash ID, + either as a `BaseGeometry` object or as a dictionary. + time_range: The time range associated with the hash ID, + as a tuple of two `datetime` objects (start, end). - :param geometry: The geometry associated with the hash ID, - either as a `BaseGeometry` object or as a dictionary. - - :param time_range: The time range associated with the hash ID, - as a tuple of two `datetime` objects (start, end). - - :return: A hash ID as a hexadecimal string. + Returns: + A hash ID as a hexadecimal string. """ return hashlib.sha256( ( @@ -94,9 +112,7 @@ def gen_hash_id( class TypeDictVibe(Dict[str, DataVibeType]): - """ - A dictionary subclass used for type validation in FarmVibes.AI. - """ + """A dictionary subclass used for type validation in FarmVibes.AI.""" @classmethod def __get_validators__(cls): @@ -104,18 +120,20 @@ def __get_validators__(cls): @classmethod def validate(cls, v: Any) -> "BaseVibe": - """ - Validates a dictionary of values against FarmVibes.AI types. + """Validate a dictionary of values against FarmVibes.AI types. This method takes a dictionary of values as input and returns a :class:`BaseVibe` object. It validates each value in the dictionary against FarmVibes.AI types using the :class:`TypeParser` class. If a value is not a FarmVibes.AI type, a `ValueError` is raised. - :param v: A dictionary of values to validate. + Args: + v: A dictionary of values to validate. - :return: A :class:`BaseVibe` object. + Returns: + A :class:`BaseVibe` object. - :raises ValueError: If a value in the dictionary is not a FarmVibes.AI type. + Raises: + ValueError: If a value in the dictionary is not a FarmVibes.AI type. """ try: for key in v: @@ -138,8 +156,7 @@ def validate(cls, v: Any) -> "BaseVibe": class TypeParser: - """ - A class that provides a method for parsing type specifications in FarmVibes.AI. + """Provide a method for parsing type specifications in FarmVibes.AI. It is used to parse the type specifications of ports in :class:`BaseVibe` subclasses. """ @@ -164,9 +181,7 @@ class TypeParser: @classmethod def parse(cls, typespec: str) -> DataVibeType: - """ - Parses a type specification string and returns a :class:`BaseVibe` - or a List[:class:`BaseVibe`]. + """Parse a type specification string. It first checks if the type specification string includes inheritance, and if so, returns an :class:`UnresolvedDataVibe` object. Otherwise, it extracts the container and @@ -174,12 +189,16 @@ def parse(cls, typespec: str) -> DataVibeType: :class:`BaseVibe` subclass from the `data_registry`. If the container or data ID is not supported, a `ValueError` is raised. - :param typespec: A string representing the type specification. + Args: + typespec: A string representing the type specification. - :return: A :class:`BaseVibe` or a List[:class:`BaseVibe`] object. - :raises ValueError: If the container ID is not supported or the data ID - is not a :class:`BaseVibe` subclass. - :raises KeyError: If the data ID is not found in the `data_registry`. + Returns: + A :class:`BaseVibe` or a List[:class:`BaseVibe`] object. + + Raises: + ValueError: If the container ID is not supported or the data ID is not + a :class:`BaseVibe` subclass. + KeyError: If the data ID is not found in the `data_registry`. """ inherit = cls.inherit_pattern.findall(typespec) if inherit: @@ -214,10 +233,13 @@ def parse(cls, typespec: str) -> DataVibeType: @dataclass class AssetVibe: - """Represents an asset in FarmVibes.AI.""" + """Represent an asset in FarmVibes.AI. - type: Optional[str] - """An optional string representing the MIME type of the asset.""" + Args: + id: A string representing the ID of the asset. + reference: A string representing the path or URL of the asset. + type: An optional string representing the MIME type of the asset. + """ id: str """A string representing the ID of the asset.""" @@ -225,10 +247,14 @@ class AssetVibe: path_or_url: str """A string representing the path or URL of the asset.""" + type: Optional[str] + """An optional string representing the MIME type of the asset.""" + _is_local: bool _local_path: Optional[str] def __init__(self, reference: str, type: Optional[str], id: str) -> None: + """Instantiate an AssetVibe object.""" self._is_local = is_local(reference) self._local_path = reference if self._is_local else None self.path_or_url = reference @@ -246,14 +272,14 @@ def __del__(self): @property def local_path(self) -> str: - """ - Returns the local path of the asset. + """Return the local path of the asset. If the asset is local, this method returns the local path of the asset. If the asset is remote, it downloads the asset to a temporary directory (if not previously downloaded) and returns the local path of the downloaded file. - :return: The local path of the asset. + Returns: + The local path of the asset. """ if self._is_local: return cast(str, self._local_path) @@ -270,13 +296,13 @@ def local_path(self) -> str: @property def url(self) -> str: - """ - Returns the URL of the asset. + """Return the URL of the asset. If the asset is local, this method returns the absolute URI of the local path. Otherwise, it returns the original path or URL of the asset. - :return: The URL of the asset. + Returns: + The URL of the asset. """ if self._is_local: return Path(self.local_path).absolute().as_uri() @@ -285,14 +311,13 @@ def url(self) -> str: @dataclass class BaseVibe: - """ - Represents a base class for FarmVibes.AI types. - """ + """Represent a base class for FarmVibes.AI types.""" schema: ClassVar[Callable[[], Dict[str, Any]]] pydantic_model: ClassVar[Callable[[], ModelMetaclass]] def __init__(self): + """Instantiate a new BaseVibe.""" pass def __post_init__(self): @@ -301,8 +326,7 @@ def __post_init__(self): @classmethod def from_dict(cls, data: Dict[str, Any]) -> "BaseVibe": - """ - A class method that creates a :class:`BaseVibe` object from a dictionary of values. + """Create a :class:`BaseVibe` object from a dictionary of values. This method takes a dictionary of values as input and returns a :class:`BaseVibe` object. If the class schema includes a bounding box (`bbox`) property, this method calculates the @@ -310,12 +334,15 @@ def from_dict(cls, data: Dict[str, Any]) -> "BaseVibe": If the `geometry` property is missing, a `ValueError` is raised. Otherwise, this method creates a new instance of the Pydantic model and returns it. - :param data: A dictionary of values to create the :class:`BaseVibe` object from. + Args: + data: A dictionary of values to create the :class:`BaseVibe` object from. - :return: A :class:`BaseVibe` object. + Returns: + A :class:`BaseVibe` object. - :raises ValueError: If the `geometry` property is missing and the class schema includes - a `bbox` property. + Raises: + ValueError: If the `geometry` property is missing and the class schema includes + a `bbox` property. """ if "bbox" in cls.schema()["properties"]: try: @@ -326,14 +353,14 @@ def from_dict(cls, data: Dict[str, Any]) -> "BaseVibe": @property def hash_id(self) -> str: - """ - Returns the hash ID of the object. + """Return the hash ID of the object. If the class has an `id` attribute that is a non-empty string, this method returns it. Otherwise, it calculates the SHA-256 hash of the JSON representation of the object and returns the hexadecimal digest. - :return: The hash ID of the object. + Returns: + The hash ID of the object. """ if ( hasattr(self.__class__, "id") @@ -355,8 +382,8 @@ def pydantic_model(cls): # type: ignore if is_dataclass(cls): if issubclass(cls, DataVibe): cls = deepcopy(cls) - if 'asset_geometry' in cls.__dataclass_fields__: # type: ignore - f = cls.__dataclass_fields__['asset_geometry'] + if "asset_geometry" in cls.__dataclass_fields__: # type: ignore + f = cls.__dataclass_fields__["asset_geometry"] f.type = Dict[str, Any] # type: ignore @pydataclass @@ -394,8 +421,7 @@ class Tmp(cls): # type: ignore class UnresolvedDataVibe(Type[BaseVibe], BaseVibe): # type: ignore - """ - Meta type that is equivalent to Python's `type` built-in. + """Meta type that is equivalent to Python's `type` built-in. The output of this class is a new *type*, not a regular object. This is used internally by FarmVibes.AI and, in general, should never be instantiated. @@ -405,30 +431,30 @@ class UnresolvedDataVibe(Type[BaseVibe], BaseVibe): # type: ignore def get_filtered_init_field_names(obj: Any, filter_fun: Callable[[Any], bool]): - """ - Returns a list of filtered field names for an object's `__init__` method. - - :param obj: The object to retrieve the field names from. + """Return a list of filtered field names for an object's `__init__` method. - :param filter_fun: A function that takes a field name as input and returns a boolean indicating - whether the field should be included in the output list. + Args: + obj: The object to retrieve the field names from. + filter_fun: A function that takes a field name as input and returns a boolean indicating + whether the field should be included in the output list. - :return: A list of filtered field names for the object's `__init__` method. + Returns: + A list of filtered field names for the object's `__init__` method. """ src_fields = get_init_field_names(obj) return list(filter(filter_fun, src_fields)) def get_filtered_init_fields(obj: Any, filter_fun: Callable[[Any], bool]): - """ - Returns a dictionary of filtered fields for an object's `__init__` method. - - :param obj: The object to retrieve the field values from. + """Return a dictionary of filtered fields for an object's `__init__` method. - :param filter_fun: A function that takes a field name as input and returns a boolean indicating - whether the field should be included in the output dictionary. + Args: + obj: The object to retrieve the field values from. + filter_fun: A function that takes a field name as input and returns a boolean indicating + whether the field should be included in the output dictionary. - :return: A dictionary of filtered field names and values for the object's `__init__` method. + Returns: + A dictionary of filtered field names and values for the object's `__init__` method. """ field_names = get_filtered_init_field_names(obj, filter_fun) obj_dict = asdict(obj) @@ -438,9 +464,7 @@ def get_filtered_init_fields(obj: Any, filter_fun: Callable[[Any], bool]): # TODO consider if we should consolidate geometry and datetime types. @dataclass class DataVibe(BaseVibe): - """ - Represents a data object in FarmVibes.AI. - """ + """Represent a data object in FarmVibes.AI.""" id: str """A string representing the unique identifier of the data object.""" @@ -460,7 +484,7 @@ class DataVibe(BaseVibe): """A list of :class:`AssetVibe` objects of the assets associated with the data object.""" SKIP_FIELDS: ClassVar[Tuple[str, ...]] = ("id", "assets", "hash_id", "bbox") - """A tuple containing the fields to skip when calculating the hash ID of the object.""" + """A tuple containing the fields to skip when calculating the hash ID of the object.""" def __post_init__(self): self.bbox = shpg.shape(self.geometry).bounds # type: ignore @@ -473,25 +497,22 @@ def __post_init__(self): # Type hint with class that we are defining? https://stackoverflow.com/a/35617812 @classmethod def clone_from(cls, src: "DataVibe", id: str, assets: List[AssetVibe], **kwargs: Any): - """ - Creates a new :class:`DataVibe` object with updated fields. + """Create a new :class:`DataVibe` object with updated fields. This method takes a source :class:`DataVibe` object, a new `id` string, a list of new :class:`AssetVibe` objects, and any additional keyword arguments to update the fields of the source object. It returns a new :class:`DataVibe` object with the updated fields. - :param cls: The class of the new :class:`DataVibe` object. + Args: + cls: The class of the new :class:`DataVibe` object. + src: The source :class:`DataVibe` object to clone. + id: The new `id` string for the cloned object. + assets: The new list of :class:`AssetVibe` objects for the cloned object. + kwargs: Additional keyword arguments to update the fields of the cloned object. - :param src: The source :class:`DataVibe` object to clone. - - :param id: The new `id` string for the cloned object. - - :param assets: The new list of :class:`AssetVibe` objects for the cloned object. - - :param kwargs: Additional keyword arguments to update the fields of the cloned object. - - :return: A new :class:`DataVibe` object with the updated fields. + Returns: + A new :class:`DataVibe` object with the updated fields. """ valid_names = [f for f in get_init_field_names(cls) if f not in cls.SKIP_FIELDS] copy_args = get_filtered_init_fields(src, lambda x: x in valid_names) @@ -500,48 +521,51 @@ def clone_from(cls, src: "DataVibe", id: str, assets: List[AssetVibe], **kwargs: def get_init_field_names(obj: Type[BaseVibe]) -> List[str]: - """ - Returns a list of field names for an object's `__init__` method. + """Return a list of field names for an object's `__init__` method. - :param obj: The :class:`BaseVibe` class to retrieve the field names from. + Args: + obj: The :class:`BaseVibe` class to retrieve the field names from. - :return: A list of field names for the class's `__init__` method. + Returns: + A list of field names for the class's `__init__` method. """ return [f.name for f in fields(obj) if f.init] @dataclass class TimeSeries(DataVibe): - """Represents a time series data object in FarmVibes.AI.""" + """Represent a time series data object in FarmVibes.AI.""" pass @dataclass class RasterPixelCount(DataVibe): - """Represents a data object in FarmVibes.AI that stores the pixel count of a raster.""" + """Represent a data object in FarmVibes.AI that stores the pixel count of a raster.""" pass @dataclass class DataSummaryStatistics(DataVibe): - """Represents a data summary statistics object in FarmVibes.AI.""" + """Represent a data summary statistics object in FarmVibes.AI.""" pass @dataclass class OrdinalTrendTest(DataVibe): - """Represents a trend test (Chochan-Armitage) result object in FarmVibes.AI.""" + """Represent a trend test (Chochan-Armitage) result object in FarmVibes.AI.""" p_value: float + """The p-value of the trend test.""" z_score: float + """The z-score of the trend test.""" @dataclass class DataSequence(DataVibe): - """Represents a sequence of data assets in FarmVibes.AI.""" + """Represent a sequence of data assets in FarmVibes.AI.""" idx: int = field(init=False) """Number of data objects in the sequence.""" @@ -563,23 +587,21 @@ def __post_init__(self): raise ValueError(f"Expected all asset maps to have the same length, found {lens}") def add_item(self, item: DataVibe): - """ - Adds an item to the sequence. + """Add an item to the sequence. - :param item: The item to be added to the sequence. + Args: + item: The item to be added to the sequence. """ asset = item.assets[0] self.add_asset(asset, item.time_range, shpg.shape(item.geometry)) def add_asset(self, asset: AssetVibe, time_range: TimeRange, geometry: BaseGeometry): - """ - Adds an asset to the sequence. + """Add an asset to the sequence. - :param asset: The asset to add to the sequence. - - :param time_range: The time range of the asset. - - :param geometry: The geometry of the asset. + Args: + asset: The asset to add to the sequence. + time_range: The time range of the asset. + geometry: The geometry of the asset. """ self.assets.append(asset) self.asset_order[asset.id] = self.idx @@ -588,13 +610,14 @@ def add_asset(self, asset: AssetVibe, time_range: TimeRange, geometry: BaseGeome self.idx += 1 def get_ordered_assets(self, order_by: Optional[Dict[str, Any]] = None) -> List[AssetVibe]: - """ - Gets a list of assets in the sequence, ordered by the provided dictionary. + """Get a list of assets in the sequence, ordered by the provided dictionary. - :param order_by: A dictionary mapping asset IDs to their order in the sequence. - If None, the assets will be ordered by their default order in the sequence. + Args: + order_by: A dictionary mapping asset IDs to their order in the sequence. + If None, the assets will be ordered by their default order in the sequence. - :return: A list of assets in the sequence, ordered by the provided dictionary. + Returns: + A list of assets in the sequence, ordered by the provided dictionary. """ if order_by is None: order_by = self.asset_order @@ -603,9 +626,7 @@ def get_ordered_assets(self, order_by: Optional[Dict[str, Any]] = None) -> List[ @dataclass class ExternalReferenceList(DataVibe): - """ - Represents a list of external references in FarmVibes.AI. - """ + """Represent a list of external references in FarmVibes.AI.""" urls: List[str] """A list of URLs.""" @@ -613,9 +634,7 @@ class ExternalReferenceList(DataVibe): @dataclass class ExternalReference(DataVibe): - """ - Represents a single external reference in FarmVibes.AI. - """ + """Represent a single external reference in FarmVibes.AI.""" url: str """The URL representing the external reference.""" @@ -623,16 +642,14 @@ class ExternalReference(DataVibe): @dataclass class GeometryCollection(DataVibe): - """Represents a geometry collection in FarmVibes.AI.""" + """Represent a geometry collection in FarmVibes.AI.""" pass @dataclass class FoodVibe(BaseVibe): - """ - Represents a food object in FarmVibes.AI. - """ + """Represent a food object in FarmVibes.AI.""" dietary_fiber: float """The amount of dietary fiber in grams.""" @@ -706,23 +723,21 @@ class FoodVibe(BaseVibe): @dataclass class FoodFeatures(DataVibe): - """Represents the features of a food in FarmVibes.AI.""" + """Represent the features of a food in FarmVibes.AI.""" pass @dataclass class ProteinSequence(DataVibe): - """Represents a protein sequence in FarmVibes.AI.""" + """Represent a protein sequence in FarmVibes.AI.""" pass @dataclass class CarbonOffsetInfo(DataVibe): - """ - Represents carbon offset information. - """ + """Represent carbon offset information.""" carbon: str """The carbon offset.""" @@ -730,9 +745,7 @@ class CarbonOffsetInfo(DataVibe): @dataclass class GHGFlux(DataVibe): - """ - Represents a greenhouse gas (GHG) flux in FarmVibes.AI. - """ + """Represent a greenhouse gas (GHG) flux in FarmVibes.AI.""" scope: str """The scope of the GHG flux.""" @@ -746,8 +759,7 @@ class GHGFlux(DataVibe): @dataclass class GHGProtocolVibe(DataVibe): - """ - Represents the inputs to Green House Gas fluxes estimation workflows. + """Represent the inputs to Green House Gas fluxesworkflows. This is a dataclass that has many attributes, due to the nature of the calculations proposed by the GHG protocol methodology. Not all attributes are required. diff --git a/src/vibe_core/vibe_core/data/data_registry.py b/src/vibe_core/vibe_core/data/data_registry.py index 46fa6121..a55c1fcd 100644 --- a/src/vibe_core/vibe_core/data/data_registry.py +++ b/src/vibe_core/vibe_core/data/data_registry.py @@ -1,3 +1,5 @@ +"""Data registry types and functions used in FarmVibes.AI.""" + import warnings from typing import Any, Dict, Type, TypeVar, cast @@ -8,11 +10,13 @@ def register_vibe_datatype(classdef: GenericTypeVibe) -> GenericTypeVibe: - """Registers a class as a data type in the FarmVibes.AI data registry. + """Register a class as a data type in the FarmVibes.AI data registry. - :param classdef: The class to register. + Args: + classdef: The class to register. - :return: The class. + Returns: + The class. """ id = get_name(classdef) if id in __DATA_REGISTRY: @@ -24,35 +28,37 @@ def register_vibe_datatype(classdef: GenericTypeVibe) -> GenericTypeVibe: def retrieve(id: str) -> Type[Any]: - """ - Retrieves a registered data type from the FarmVibes.AI data registry. + """Retrieve a registered data type from the FarmVibes.AI data registry. - :param id: The ID of the data type to retrieve. + Args: + id: The ID of the data type to retrieve. - :return: The registered data type. + Returns: + The registered data type. """ return __DATA_REGISTRY[id] def get_name(classdef: Type[Any]) -> str: - """ - Gets the name of a class. + """Get the name of a class. - :param classdef: The class to get the name of. + Args: + classdef: The class to get the name of. - :return: The name of the class. + Returns: + The name of the class. """ return classdef.__name__ def get_id(classdef: Type[Any]) -> str: - """ - Gets the ID of a class. + """Get the ID of a class. - :param classdef: The class to get the ID of. + Args: + classdef: The class to get the ID of. - :return: The ID of the class. + Returns: + The ID of the class. """ id = get_name(classdef) - return id diff --git a/src/vibe_core/vibe_core/data/farm.py b/src/vibe_core/vibe_core/data/farm.py index 1fb4a5ad..c5c46881 100644 --- a/src/vibe_core/vibe_core/data/farm.py +++ b/src/vibe_core/vibe_core/data/farm.py @@ -1,3 +1,5 @@ +"""Azure Data Manager for Agriculture (ADMA) data types.""" + from dataclasses import dataclass from typing import Any, Dict, List, Optional @@ -6,9 +8,7 @@ @dataclass class ADMAgSeasonalFieldInput(BaseVibe): - """ - Represents an ADMAg Seasonal Field input. - """ + """Represent an ADMAg Seasonal Field input.""" party_id: str """The ID of the party.""" @@ -18,7 +18,7 @@ class ADMAgSeasonalFieldInput(BaseVibe): @dataclass class TillageInformation: - """Represents a tillage operation in a field .""" + """Represent a tillage operation in a field .""" start_date: str """The start date of the tillage operation.""" @@ -30,7 +30,7 @@ class TillageInformation: @dataclass class FertilizerInformation: - """Represents fertilizer practices operation.""" + """Represent fertilizer practices operation.""" start_date: str """The start date of the practice.""" @@ -49,7 +49,7 @@ class FertilizerInformation: @dataclass class OrganicAmendmentInformation: - """Represents an organic amendment practice operation.""" + """Represent an organic amendment practice operation.""" start_date: str """The start date of the organic amendment practice.""" @@ -67,7 +67,7 @@ class OrganicAmendmentInformation: @dataclass class HarvestInformation: - """Represents a harvest operation in a field.""" + """Represent a harvest operation in a field.""" is_grain: bool """Whether the crop is a grain (True) or not (False).""" @@ -83,7 +83,7 @@ class HarvestInformation: @dataclass class SeasonalFieldInformation(DataVibe): - """Represents seasonal field information for a farm.""" + """Represent seasonal field information for a farm.""" crop_name: str """The name of the crop grown in the seasonal field.""" @@ -113,9 +113,7 @@ class SeasonalFieldInformation(DataVibe): @dataclass class ADMAgPrescriptionMapInput(BaseVibe): - """ - Represents an ADMAg Prescription Map input. - """ + """Represent an ADMAg Prescription Map input.""" party_id: str """The ID of the party.""" @@ -129,9 +127,7 @@ class ADMAgPrescriptionMapInput(BaseVibe): @dataclass class ADMAgPrescriptionInput(BaseVibe): - """ - Represents an ADMAg Prescriptions input. - """ + """Represent an ADMAg Prescriptions input.""" party_id: str """The ID of the party.""" @@ -141,9 +137,7 @@ class ADMAgPrescriptionInput(BaseVibe): @dataclass class ADMAgPrescription(BaseVibe): - """ - Represents an ADMAg Prescriptions. - """ + """Represent an ADMAg Prescriptions.""" partyId: str """The id of Party.""" diff --git a/src/vibe_core/vibe_core/data/json_converter.py b/src/vibe_core/vibe_core/data/json_converter.py index 9ea6f9fd..4729dfde 100644 --- a/src/vibe_core/vibe_core/data/json_converter.py +++ b/src/vibe_core/vibe_core/data/json_converter.py @@ -1,3 +1,5 @@ +"""JSON serialization/deserialization utilities.""" + import json from dataclasses import asdict, is_dataclass from datetime import datetime @@ -8,16 +10,17 @@ class DataclassJSONEncoder(json.JSONEncoder): - """Class that extends `json.JSONEncoder` to support encoding dataclasses and pydantic models""" + """Extend `json.JSONEncoder` to support encoding dataclasses and pydantic models.""" def default(self, obj: Any): - """Encodes a dataclass or pydantic model to JSON. + """Encode a dataclass or pydantic model to JSON. - :param obj: The object to encode. + Args: + obj: The object to encode. - :return: The JSON representation of the object. + Returns: + The JSON representation of the object. """ - if is_dataclass(obj): cls = pydataclass(obj.__class__).__pydantic_model__ exclude = {"hash_id"} if hasattr(obj.__class__, "hash_id") else {} @@ -30,13 +33,14 @@ def default(self, obj: Any): def dump_to_json(data: Any, **kwargs: Any) -> str: - """Serializes an object to JSON using :class:`DataclassJSONEncoder`. - - :param data: The object to serialize to JSON. + """Serialize an object to JSON using :class:`DataclassJSONEncoder`. - :param **kwargs: Additional keyword arguments to pass to the `json.dumps` method. + Args: + data: The object to serialize to JSON. + **kwargs: Additional keyword arguments to pass to the `json.dumps` method. - :return: A JSON string representation of the object. + Returns: + A JSON string representation of the object. """ return json.dumps( data, diff --git a/src/vibe_core/vibe_core/data/products.py b/src/vibe_core/vibe_core/data/products.py index c5cd8b9b..231bc5ec 100644 --- a/src/vibe_core/vibe_core/data/products.py +++ b/src/vibe_core/vibe_core/data/products.py @@ -1,3 +1,5 @@ +"""Data type and functions definitions related to the products supported in FarmVibes.AI.""" + import mimetypes import re from dataclasses import dataclass, field @@ -16,7 +18,7 @@ @dataclass class DemProduct(DataVibe): - """Represents metadata information about a Digital Elevation Map (DEM) tile. + """Represent metadata information about a Digital Elevation Map (DEM) tile. The :class:`DemProduct` type is the expected output of a list-like operator and the expected input type of a download-like operator. @@ -34,8 +36,7 @@ class DemProduct(DataVibe): @dataclass class NaipProduct(DataVibe): - """Represents metadata information about a National Agricultural - Imagery Program (NAIP) tile. + """Represent metadata information about a National Agricultural Imagery Program (NAIP) tile. The :class:`NaipProduct` type is the expected output of a list-like operator and the type of a download-like operator. @@ -53,7 +54,7 @@ class NaipProduct(DataVibe): @dataclass class LandsatProduct(DataVibe): - """Represents metadata information about a Landsat tile.""" + """Represent metadata information about a Landsat tile.""" tile_id: str = "" """The tile ID of the Landsat tile.""" @@ -62,11 +63,11 @@ class LandsatProduct(DataVibe): """A dictionary mapping band names to asset IDs.""" def add_downloaded_band(self, band_name: str, asset_path: str): - """Adds a downloaded band to the asset map. - - :param band_name: The name of the band. + """Add a downloaded band to the asset map. - :param asset_path: The path to the downloaded asset. + Args: + band_name: The name of the band. + asset_path: The path to the downloaded asset. """ band_guid = gen_guid() self.asset_map[band_name] = band_guid @@ -75,14 +76,16 @@ def add_downloaded_band(self, band_name: str, asset_path: str): ) def get_downloaded_band(self, band_name: str) -> AssetVibe: - """Retrieves the downloaded band with the given name from the asset map. + """Retrieve the downloaded band with the given name from the asset map. - :param band_name: The name of the band to retrieve. + Args: + band_name: The name of the band to retrieve. - :return: The downloaded band with the given name. - :rtype: :class:`AssetVibe` + Returns: + The downloaded band with the given name. - :raises ValueError: If the band with the given name is not found or downloaded. + Raises: + ValueError: If the band with the given name is not found or downloaded. """ try: band_guid = self.asset_map[band_name] @@ -93,8 +96,10 @@ def get_downloaded_band(self, band_name: str) -> AssetVibe: @dataclass class ChirpsProduct(DataVibe): - """Represents metadata information about a - Climate Hazards Group InfraRed Precipitation with Station data (CHIRPS) product. + """Represent a CHIRPS product. + + It contains metadata information about a Climate Hazards Group InfraRed Precipitation with + Station data (CHIRPS) product. """ url: str @@ -103,36 +108,36 @@ class ChirpsProduct(DataVibe): @dataclass class CDLProduct(DataVibe): - """Represents metadata information about a Crop Data Layer (CDL) product.""" + """Represent metadata information about a Crop Data Layer (CDL) product.""" pass @dataclass class Era5Product(DataVibe): - """Represents metadata information about an ERA5 product. - - :var item_id: The item ID of the ERA5 product. - :var var: The variable of the ERA5 product. - :var cds_request: A dictionary with the CDS request parameters. - """ + """Represent metadata information about an ERA5 product.""" item_id: str + """The item ID of the ERA5 product.""" var: str + """The variable of the ERA5 product.""" cds_request: Dict[str, Dict[str, str]] = field(default_factory=dict) + """A dictionary with the CDS request parameters.""" @dataclass class AlosProduct(DataVibe): - """Represents metadata information about an Advanced Land Observing Satellite (ALOS) product.""" + """Represent metadata information about an Advanced Land Observing Satellite (ALOS) product.""" pass @dataclass class ModisProduct(DataVibe): - """Represents metadata information about a - Moderate Resolution Imaging Spectroradiometer (MODIS) product. + """Represent a MODIS product. + + It contains metadata information about a Moderate Resolution Imaging Spectroradiometer (MODIS) + product. """ resolution: int @@ -141,8 +146,9 @@ class ModisProduct(DataVibe): @dataclass class GEDIProduct(DataVibe): - """Represents metadata information about a - Global Ecosystem Dynamics Investigation (GEDI) product. + """Represent a GEDI product. + + It contains metadata information about a Global Ecosystem Dynamics Investigation (GEDI) product. """ product_name: str @@ -157,8 +163,10 @@ class GEDIProduct(DataVibe): @dataclass class GNATSGOProduct(DataVibe): - """Represents metadata information about a - Gridded National Soil Survey Geographic Database (gNATSGO) product. + """Represent a gNATSGO product. + + It contains metadata information about a Gridded National Soil Survey Geographic + Database (gNATSGO) product. """ pass @@ -166,7 +174,7 @@ class GNATSGOProduct(DataVibe): @dataclass class ClimatologyLabProduct(DataVibe): - """Represents metadata information about a Climatology Lab product.""" + """Represent metadata information about a Climatology Lab product.""" url: str """The URL of the Climatology Lab product.""" @@ -176,7 +184,7 @@ class ClimatologyLabProduct(DataVibe): @dataclass class GLADProduct(DataVibe): - """Represents metadata information about a Global Land Analysis (GLAD) product.""" + """Represent metadata information about a Global Land Analysis (GLAD) product.""" url: str """The URL of the GLAD product.""" @@ -191,15 +199,13 @@ def tile_name(self) -> str: @dataclass class HansenProduct(DataVibe): - """ - Represents metadata information about a Hansen product. - """ + """Represent metadata information about a Hansen product.""" asset_keys = ["treecover2000", "gain", "lossyear", "datamask", "first", "last"] - """ The asset keys (dataset layers) for the Hansen products.""" + """The asset keys (dataset layers) for the Hansen products.""" asset_url: str = field(default_factory=str) - """ The URL of the Hansen product.""" + """The URL of the Hansen product.""" def __post_init__(self): super().__post_init__() @@ -208,6 +214,11 @@ def __post_init__(self): raise ValueError(f"Invalid URL: {self.asset_url}") def validate_url(self): + """Validate the Hansen product URL. + + Returns: + bool: True if the URL is valid, False otherwise. + """ # Urls are expected to be in the format: # 'https://storage.googleapis.com/earthenginepartners-hansen/GFC-2022-v1.10/Hansen_GFC-2022-v1.10_treecover2000_20N_090W.tif' pattern = ( @@ -222,8 +233,16 @@ def validate_url(self): def extract_hansen_url_property( asset_url: str, regular_expression: str, property_name: str ) -> str: - """Extracts the property from the base URL and the tile name.""" + """Extract the property from the base URL and the tile name. + + Args: + asset_url: The URL of the Hansen product. + regular_expression: The regular expression pattern to extract the property. + property_name: The name of the property to extract. + Returns: + The extracted property. + """ # Use re.search to find the pattern in the URL match = re.search(regular_expression, asset_url) @@ -234,8 +253,14 @@ def extract_hansen_url_property( @staticmethod def extract_tile_name(asset_url: str) -> str: - """Extracts the tile name from the base URL and the tile name.""" + """Extract the tile name from the base URL and the tile name. + + Args: + asset_url: The URL of the Hansen product. + Returns: + The tile name. + """ # Define the regex pattern for the tile name # The tile name is expected to be in the format: '20N_090W' pattern = r"(\d{2}[NS]_\d{3}[WE])" @@ -244,8 +269,14 @@ def extract_tile_name(asset_url: str) -> str: @staticmethod def extract_last_year(asset_url: str) -> int: - """Extracts the last year from the base URL and the tile name.""" + """Extract the last year from the base URL and the tile name. + Args: + asset_url: The URL of the Hansen product. + + Returns: + The last year. + """ # Define the regex pattern for the last year - e.g., GFC-2022-v1.10 -> 2022 pattern = r"GFC-(\d{4})-" @@ -253,8 +284,14 @@ def extract_last_year(asset_url: str) -> int: @staticmethod def extract_version(asset_url: str) -> str: - """Extracts the version from the base URL and the tile name.""" + """Extract the version from the base URL and the tile name. + + Args: + asset_url: The URL of the Hansen product. + Returns: + The version. + """ # Define the regex pattern for the version - e.g., GFC-2022-v1.10 -> v1.10 pattern = r"GFC-\d{4}-(v\d+\.\d+)" @@ -262,8 +299,14 @@ def extract_version(asset_url: str) -> str: @staticmethod def extract_layer_name(asset_url: str) -> str: - """Extracts the layer name from the base URL and the tile name.""" + """Extract the layer name from the base URL and the tile name. + + Args: + asset_url: The URL of the Hansen product. + Returns: + The layer name. + """ # Define the regex pattern for the layer name pattern = r"_(\w+)_(\d{2}[NS]_\d{3}[WE])" @@ -292,34 +335,35 @@ def layer_name(self) -> str: @dataclass class EsriLandUseLandCoverProduct(DataVibe): - """Represents metadata information about Esri LandUse/LandCover (9-class) dataset.""" + """Represent metadata information about Esri LandUse/LandCover (9-class) dataset.""" pass @dataclass class HerbieProduct(DataVibe): - """Stands for Herbie products metadata - https://herbie.readthedocs.io/en/latest/index.html + """Represent metadata for a Herbie product. + + Note: + For more information on Herbie, see the documentation at + https://herbie.readthedocs.io/en/latest/index.html. """ model: str - """model name, e.g., 'hrrr', 'hrrrak', 'rap', 'gfs', 'gfs_wave', 'rrfs'""" + """Model name, e.g., 'hrrr', 'hrrrak', 'rap', 'gfs', 'gfs_wave', 'rrfs'.""" product: str - """product file type: 'sfc' (surface fields), 'prs' (pressure fields), 'nat' (native fields), - 'subh' (subhourly fields) + """Product file type: 'sfc' (surface fields), 'prs' (pressure fields), 'nat' (native fields), + 'subh' (subhourly fields). """ lead_time_hours: int - """lead time in hours""" + """Lead time in hours.""" search_text: str - """regular expression used to search on GRIB2 Index files""" + """Regular expression used to search on GRIB2 Index files.""" @dataclass class BingMapsProduct(DataVibe): - """ - Represents metadata of a BingMaps product. - """ + """Represent metadata of a BingMaps product.""" url: str """The download URL of the product.""" diff --git a/src/vibe_core/vibe_core/data/rasters.py b/src/vibe_core/vibe_core/data/rasters.py index e02c9dff..131f55f1 100644 --- a/src/vibe_core/vibe_core/data/rasters.py +++ b/src/vibe_core/vibe_core/data/rasters.py @@ -1,9 +1,11 @@ +"""Data types, constants, and supporting functions for manipulating rasters in FarmVibes.AI.""" + from dataclasses import dataclass, field from typing import Dict, List, Tuple from shapely import geometry as shpg -from .core_types import AssetVibe, DataSequence, DataVibe +from .core_types import AssetVibe, BBox, ChipWindow, DataSequence, DataVibe from .products import DemProduct, GNATSGOProduct, LandsatProduct, NaipProduct ChunkLimits = Tuple[int, int, int, int] @@ -14,7 +16,7 @@ @dataclass class Raster(DataVibe): - """Represents raster data in FarmVibes.AI.""" + """Represent raster data in FarmVibes.AI.""" bands: Dict[str, int] """A dictionary with the name of each band and its index in the raster data.""" @@ -26,17 +28,18 @@ def __post_init__(self): @property def raster_asset(self) -> AssetVibe: - """Returns the raster asset from the list of assets. + """Return the raster asset from the list of assets. - :raises ValueError: If the raster asset cannot be found in the asset list. + Returns: + The raster asset from the asset list. - :returns: The raster asset from the asset list. + Raises: + ValueError: If the raster asset cannot be found in the asset list. """ raster_asset = [ a for a in self.assets - if (a.type is not None) - and any([(mime in a.type) for mime in RASTER_ASSET_MIME]) + if (a.type is not None) and any([(mime in a.type) for mime in RASTER_ASSET_MIME]) ] if raster_asset: return raster_asset[0] @@ -44,35 +47,36 @@ def raster_asset(self) -> AssetVibe: @property def visualization_asset(self) -> AssetVibe: - """Returns the visualization asset from the asset list. + """Return the visualization asset from the asset list. - :raises ValueError: If the visualization asset cannot be found in the asset list. + Returns: + The visualization asset from the asset list. - :returns: The visualization asset from the asset list. + Raises: + ValueError: If the visualization asset cannot be found in the asset list. """ vis_asset = [a for a in self.assets if a.type == "application/json"] if vis_asset: return vis_asset[0] - raise ValueError( - f"Could not find visualization asset in asset list: {self.assets}" - ) + raise ValueError(f"Could not find visualization asset in asset list: {self.assets}") @dataclass class RasterSequence(DataSequence, Raster): - """Represents a sequence of rasters""" + """Represent a sequence of rasters.""" def add_item(self, item: Raster): - """Adds a raster to the sequence + """Add a raster to the sequence. - :param item: The raster to add to the sequence + Args: + item: The raster to add to the sequence. """ self.add_asset(item.raster_asset, item.time_range, shpg.shape(item.geometry)) @dataclass class RasterChunk(Raster): - """Represents a chunk of a raster.""" + """Represent a chunk of a raster.""" chunk_pos: Tuple[int, int] """The position of the chunk in the raster data, as a tuple of (column, row) indices.""" @@ -92,7 +96,7 @@ class RasterChunk(Raster): @dataclass class CategoricalRaster(Raster): - """Represents a categorical raster.""" + """Represent a categorical raster.""" categories: List[str] """The list of categories in the raster.""" @@ -100,7 +104,7 @@ class CategoricalRaster(Raster): @dataclass class CloudRaster(Raster): - """Represents a cloud raster.""" + """Represent a cloud raster.""" bands: Dict[str, int] = field(init=False) """A dictionary with the name of each band and its index in the raster data.""" @@ -112,7 +116,7 @@ def __post_init__(self): @dataclass class RasterIlluminance(DataVibe): - """Represents illuminance values for bands of a raster.""" + """Represent illuminance values for bands of a raster.""" illuminance: List[float] """The list of illuminance values for each band.""" @@ -120,21 +124,21 @@ class RasterIlluminance(DataVibe): @dataclass class DemRaster(Raster, DemProduct): - """Represents a DEM raster.""" + """Represent a DEM raster.""" pass @dataclass class NaipRaster(Raster, NaipProduct): - """Represents a NAIP raster.""" + """Represent a NAIP raster.""" pass @dataclass class LandsatRaster(LandsatProduct, Raster): - """Represents a Landsat raster.""" + """Represent a Landsat raster.""" def __post_init__(self): super().__post_init__() @@ -144,7 +148,7 @@ def __post_init__(self): @dataclass class ModisRaster(Raster): - """Represents a MODIS raster.""" + """Represent a MODIS raster.""" def __post_init__(self): super().__post_init__() @@ -153,7 +157,24 @@ def __post_init__(self): @dataclass class GNATSGORaster(Raster, GNATSGOProduct): - """Represents a gNATSGO raster of a specific variable.""" + """Represent a gNATSGO raster of a specific variable.""" variable: str """The variable represented in the raster.""" + + +@dataclass +class SamMaskRaster(CategoricalRaster): + """Represent a raster with Segment Anything Model (SAM) masks. + + Each asset in the raster contains a mask obtained with SAM. + """ + + mask_score: List[float] + """The list of SAM quality scores for each mask in the assets.""" + + mask_bbox: List[BBox] + """The list of bounding boxes for each mask in the assets.""" + + chip_window: ChipWindow + """The chip window (col_offset, row_offset, width, height) covered by this raster.""" diff --git a/src/vibe_core/vibe_core/data/sentinel.py b/src/vibe_core/vibe_core/data/sentinel.py index 7295b939..7f7bc40e 100644 --- a/src/vibe_core/vibe_core/data/sentinel.py +++ b/src/vibe_core/vibe_core/data/sentinel.py @@ -1,3 +1,5 @@ +"""Data types and supporting functions for Sentinel data in FarmVibes.AI.""" + import mimetypes from dataclasses import dataclass, field from datetime import datetime @@ -22,11 +24,13 @@ class S2ProcessingLevel(StrEnum): def discriminator_date(product_name: str) -> datetime: - """A function that extracts the date from a Sentinel-2 product name. + """Extract the date from a Sentinel-2 product name. - :param product_name: The name of the Sentinel-2 product. + Args: + product_name: The name of the Sentinel-2 product. - :return: The date of the Sentinel-2 product as a datetime object. + Returns: + The date of the Sentinel-2 product as a datetime object. """ return parse_date(product_name.split("_")[-1]) @@ -35,7 +39,7 @@ def discriminator_date(product_name: str) -> datetime: # consider having two representations, one for Sentinel 1 another for Sentinel 2. @dataclass class SentinelProduct(DataVibe): - """Represents a Sentinel product metadata (does not include the image data).""" + """Represent a Sentinel product metadata (does not include the image data).""" product_name: str """The name of the Sentinel product.""" @@ -53,7 +57,7 @@ class SentinelProduct(DataVibe): @dataclass class Sentinel1Product(SentinelProduct): - """Represents a Sentinel-1 product metadata.""" + """Represent a Sentinel-1 product metadata.""" sensor_mode: str """The sensor mode of the Sentinel-1 product.""" @@ -63,7 +67,7 @@ class Sentinel1Product(SentinelProduct): @dataclass class Sentinel2Product(SentinelProduct): - """Represents a Sentinel-2 product metadata.""" + """Represent a Sentinel-2 product metadata.""" tile_id: str """The tile ID of the Sentinel-2 product.""" @@ -73,21 +77,21 @@ class Sentinel2Product(SentinelProduct): @dataclass class CloudMask(CategoricalRaster, CloudRaster, Sentinel2Product): - """Represents a cloud mask raster for a Sentinel-2 product.""" + """Represent a cloud mask raster for a Sentinel-2 product.""" pass @dataclass class SentinelRaster(Raster, SentinelProduct): - """Represents a raster for a Sentinel product.""" + """Represent a raster for a Sentinel product.""" pass @dataclass class DownloadedSentinel2Product(Sentinel2Product): - """Represents a downloaded Sentinel-2 product.""" + """Represent a downloaded Sentinel-2 product.""" CLOUD_MASK: str = "cloud_mask" """The key for the cloud mask asset in the asset map.""" @@ -96,14 +100,14 @@ class DownloadedSentinel2Product(Sentinel2Product): """A dictionary mapping the band name to the asset ID.""" def add_downloaded_band(self, band_name: str, asset_path: str): - """A method that adds a downloaded band to the asset map of - the :class:`DownloadedSentinel2Product` object. - - :param band_name: The name of the band to add. + """Add a downloaded band to the asset map of a :class:`DownloadedSentinel2Product` object. - :param asset_path: The path to the downloaded band file. + Args: + band_name: The name of the band to add. + asset_path: The path to the downloaded band file. - :raises ValueError: If the file type is not supported (types other than TIFF or JP2). + Raises: + ValueError: If the file type is not supported (types other than TIFF or JP2). """ band_guid = gen_guid() # Double check mime type @@ -123,31 +127,33 @@ def id_eq(x: AssetVibe): return list(filter(id_eq, self.assets))[0] def add_downloaded_cloudmask(self, asset_path: str): - """A method that adds a downloaded cloud mask to the asset map of - the :class:`DownloadedSentinel2Product` object. + """Add a downloaded cloud mask to the asset map. - :param asset_path: The path to the downloaded cloud mask file. + Args: + asset_path: The path to the downloaded cloud mask file. """ - cloud_guid = gen_guid() # Double check mime type self.asset_map[self.CLOUD_MASK] = cloud_guid self.assets.append(AssetVibe(asset_path, "application/gml+xml", cloud_guid)) def get_downloaded_band(self, band_name: str) -> AssetVibe: - """A method that returns the downloaded band asset for the given band name. + """Return the downloaded band asset for the given band name. - :param band_name: The name of the band to return. + Args: + band_name: The name of the band to return. - :return: The downloaded band asset. + Returns: + The downloaded band asset. """ guid = self.asset_map[band_name] return self._lookup_asset(guid) def get_downloaded_cloudmask(self) -> AssetVibe: - """A method that retrieves the downloaded cloud mask asset. + """Retrieve the downloaded cloud mask asset. - :return: The downloaded cloud mask asset. + Returns: + The downloaded cloud mask asset. """ guid = self.asset_map[self.CLOUD_MASK] return self._lookup_asset(guid) @@ -155,7 +161,7 @@ def get_downloaded_cloudmask(self) -> AssetVibe: @dataclass class DownloadedSentinel1Product(Sentinel1Product): - """Represents a downloaded Sentinel-1 product.""" + """Represent a downloaded Sentinel-1 product.""" ZIP_FILE = "zip" """The key for the zip asset in the asset map.""" @@ -169,10 +175,10 @@ def id_eq(x: AssetVibe): return list(filter(id_eq, self.assets))[0] def add_zip_asset(self, asset_path: str): - """A method that adds a downloaded zip asset to the asset map of - the :class:`DownloadedSentinel1Product` object. + """Add a downloaded zip asset to the asset map of a :class:`DownloadedSentinel1Product`. - :param asset_path: The path to the downloaded zip file. + Args: + asset_path: The path to the downloaded zip file. """ zip_guid = gen_guid() # Double check mime type @@ -180,18 +186,18 @@ def add_zip_asset(self, asset_path: str): self.assets.append(AssetVibe(asset_path, "application/zip", zip_guid)) def get_zip_asset(self) -> AssetVibe: - """A method that retrieves the downloaded zip asset. + """Retrieve the downloaded zip asset. - :return: The downloaded zip asset. + Returns: + The downloaded zip asset. """ - guid = self.asset_map[self.ZIP_FILE] return self._lookup_asset(guid) @dataclass class Sentinel1Raster(Raster, Sentinel1Product): - """Represents a raster for a Sentinel-1 product.""" + """Represent a raster for a Sentinel-1 product.""" tile_id: str """The tile ID of the raster.""" @@ -199,7 +205,7 @@ class Sentinel1Raster(Raster, Sentinel1Product): @dataclass class Sentinel2Raster(Raster, Sentinel2Product): - """Represents a raster for a Sentinel-2 product.""" + """Represent a raster for a Sentinel-2 product.""" def __post_init__(self): super().__post_init__() @@ -208,27 +214,27 @@ def __post_init__(self): @dataclass class Sentinel2CloudProbability(CloudRaster, Sentinel2Product): - """Represents a cloud probability raster for a Sentinel-2 product.""" + """Represent a cloud probability raster for a Sentinel-2 product.""" pass @dataclass class Sentinel2CloudMask(CloudMask, Sentinel2Product): - """Represents a cloud mask raster for a Sentinel-2 product.""" + """Represent a cloud mask raster for a Sentinel-2 product.""" pass class SpaceEyeRaster(Sentinel2Raster): - """Represents a SpaceEye raster.""" + """Represent a SpaceEye raster.""" pass @dataclass class TiledSentinel1Product(DownloadedSentinel1Product): - """Represents a tiled Sentinel-1 product.""" + """Represent a tiled Sentinel-1 product.""" tile_id: str = "" """The tile ID of the product.""" @@ -241,50 +247,52 @@ def __post_init__(self): @dataclass class Sentinel1RasterOrbitGroup(Sentinel1Raster): - """Represents a group of Sentinel-1 raster orbits.""" + """Represent a group of Sentinel-1 raster orbits.""" asset_map: Dict[str, str] = field(default_factory=dict) """A dictionary mapping the asset ID to the acquisition date.""" def add_raster(self, raster: Sentinel1Raster): - """A method that adds a raster to the orbit group. + """Add a raster to the orbit group. - :param raster: The raster to add to the orbit group. + Args: + raster: The raster to add to the orbit group. """ asset = raster.raster_asset self.asset_map[asset.id] = raster.time_range[0].isoformat() self.assets.append(raster.raster_asset) def get_ordered_assets(self) -> List[AssetVibe]: - """A method that returns the assets in the orbit group in ascending - order of acquisition date. + """Return the assets in the orbit group in ascending order of acquisition date. - :return: The list of sorted assets in the orbit group. + Returns: + The list of sorted assets in the orbit group. """ return sorted(self.assets, key=lambda x: datetime.fromisoformat(self.asset_map[x.id])) @dataclass class Sentinel2RasterOrbitGroup(Sentinel2Raster): - """Represents a group of Sentinel-2 raster orbits.""" + """Represent a group of Sentinel-2 raster orbits.""" asset_map: Dict[str, str] = field(default_factory=dict) """A dictionary mapping the asset ID to the acquisition date.""" def add_raster(self, raster: Sentinel2Raster): - """A method that adds a raster to the orbit group. + """Add a raster to the orbit group. - :param raster: The raster to add to the orbit group. + Args: + raster: The raster to add to the orbit group. """ asset = raster.raster_asset self.asset_map[asset.id] = discriminator_date(raster.product_name).isoformat() self.assets.append(raster.raster_asset) def get_ordered_assets(self) -> List[AssetVibe]: - """A method that returns the assets in the orbit group in ascending - order of acquisition date. + """Return the assets in the orbit group in ascending order of acquisition date. - :return: The list of sorted assets in the orbit group. + Returns: + The list of sorted assets in the orbit group. """ return sorted( self.assets, key=lambda x: datetime.fromisoformat(self.asset_map[x.id]), reverse=True @@ -293,25 +301,26 @@ def get_ordered_assets(self) -> List[AssetVibe]: @dataclass class Sentinel2CloudMaskOrbitGroup(Sentinel2CloudMask): - """Represents a group of Sentinel-2 cloud mask orbits.""" + """Represent a group of Sentinel-2 cloud mask orbits.""" asset_map: Dict[str, str] = field(default_factory=dict) """A dictionary mapping the asset ID to the acquisition date.""" def add_raster(self, raster: Sentinel2CloudMask): - """A method that adds a raster to the orbit group. + """Add a raster to the orbit group. - :param raster: The raster to add to the orbit group. + Args: + raster: The raster to add to the orbit group. """ asset = raster.raster_asset self.asset_map[asset.id] = discriminator_date(raster.product_name).isoformat() self.assets.append(raster.raster_asset) def get_ordered_assets(self) -> List[AssetVibe]: - """A method that returns the assets in the orbit group in ascending - order of acquisition date. + """Return the assets in the orbit group in ascending order of acquisition date. - :return: The list of sorted assets in the orbit group. + Returns: + The list of sorted assets in the orbit group. """ return sorted( self.assets, key=lambda x: datetime.fromisoformat(self.asset_map[x.id]), reverse=True @@ -320,7 +329,7 @@ def get_ordered_assets(self) -> List[AssetVibe]: @dataclass class TileSequence(RasterSequence): - """Represents a sequence of rasters for a tile.""" + """Represent a sequence of rasters for a tile.""" write_time_range: TimeRange = field(default_factory=tuple) """The time range of the sequence.""" @@ -336,28 +345,28 @@ def __post_init__(self): @dataclass class Sentinel1RasterTileSequence(TileSequence, Sentinel1Raster): - """Represents a sequence of Sentinel-1 rasters for a tile.""" + """Represent a sequence of Sentinel-1 rasters for a tile.""" pass @dataclass class Sentinel2RasterTileSequence(TileSequence, Sentinel2Raster): - """Represents a sequence of Sentinel-2 rasters for a tile.""" + """Represent a sequence of Sentinel-2 rasters for a tile.""" pass @dataclass class Sentinel2CloudMaskTileSequence(TileSequence, Sentinel2CloudMask): - """Represents a sequence of Sentinel-2 cloud masks for a tile.""" + """Represent a sequence of Sentinel-2 cloud masks for a tile.""" pass @dataclass class SpaceEyeRasterSequence(TileSequence, SpaceEyeRaster): - """Represents a sequence of SpaceEye rasters for a tile.""" + """Represent a sequence of SpaceEye rasters for a tile.""" pass diff --git a/src/vibe_core/vibe_core/data/utils.py b/src/vibe_core/vibe_core/data/utils.py index 580d9253..b6453e5f 100644 --- a/src/vibe_core/vibe_core/data/utils.py +++ b/src/vibe_core/vibe_core/data/utils.py @@ -1,7 +1,8 @@ +"""Utilities for interacting with STAC items and serialization/deserialization.""" + import json from dataclasses import fields from datetime import datetime -from typing import _type_repr # type: ignore from typing import ( Any, Callable, @@ -12,6 +13,7 @@ Type, TypeVar, Union, + _type_repr, # type: ignore cast, get_args, get_origin, @@ -42,18 +44,20 @@ class FieldConverter(NamedTuple): """A named tuple representing a field converter.""" serializer: Callable[[Any], Any] - """Serializes a value.""" + """A function that serialize a value.""" deserializer: Callable[[Any], Any] - """A function that deserializes a value.""" + """A function that deserialize a value.""" def is_json_serializable(x: Any) -> bool: - """Checks if a field is JSON serializable by Python's default serializer. + """Check if a field is JSON serializable by Python's default serializer. - :param x: The value to check. + Args: + x: The value to check. - :return: True if the value is JSON serializable, False otherwise. + Returns: + True if the value is JSON serializable, False otherwise. """ try: json.dumps(x) @@ -63,17 +67,19 @@ def is_json_serializable(x: Any) -> bool: def to_isoformat(x: datetime) -> str: - """Converts a datetime object to an ISO format string. + """Convert a datetime object to an ISO format string. - :param x: The datetime object to convert. + Args: + x: The datetime object to convert. - :return: The ISO format string. + Returns: + The ISO format string. """ return x.isoformat() class StacConverter: - """A class that converts :class:`BaseVibe` objects to STAC Items.""" + """Convert :class:`BaseVibe` objects to STAC Items.""" field_converters = { BaseGeometry: FieldConverter(shpg.mapping, shpg.shape), @@ -88,14 +94,17 @@ class StacConverter: """The fallback datetime to use for :class:`BaseVibe` objects.""" def __init__(self): + """Instantiate a StacConverter object.""" pass def sanitize_properties(self, properties: Dict[Any, Any]) -> Dict[Any, Any]: - """Sanitizes a dictionary of properties to ensure they are JSON serializable. + """Sanitize a dictionary of properties to ensure they are JSON serializable. - :param properties: The dictionary of properties to sanitize. + Args: + properties: The dictionary of properties to sanitize. - :return: The sanitized dictionary of properties. + Returns: + The sanitized dictionary of properties. """ out = {} for k, v in properties.items(): @@ -125,17 +134,16 @@ def _deserialize_type(self, field_value: Any, field_type: Any) -> Any: def convert_field( self, field_value: Any, field_type: Any, converter: Callable[[Any, Any], Any] ) -> Any: - """Converts a field value to a given type, using a converter function. - - :param field_value: The value of the field to convert. - - :param field_type: The type to convert the field value to. + """Convert a field value to a given type, using a converter function. - :param converter: The converter function to use. + Args: + field_value: The value of the field to convert. + field_type: The type to convert the field value to. + converter: The converter function to use. - :return: The converted field value. + Returns: + The converted field value. """ - t_origin = get_origin(field_type) t_args = get_args(field_type) if t_origin is list and len(t_args) == 1: @@ -154,13 +162,14 @@ def convert_field( def serialize_fields( self, field_values: Dict[str, Any], field_types: Dict[str, Any] ) -> Dict[str, Any]: - """Serializes a dictionary of fields. - - :param field_values: The dictionary of field values to serialize. + """Serialize a dictionary of fields. - :param field_types: The dictionary of field types to serialize to. + Args: + field_values: The dictionary of field values to serialize. + field_types: The dictionary of field types to serialize to. - :return: The serialized dictionary of field values. + Returns: + The serialized dictionary of field values. """ return { k: self.convert_field(v, field_types[k], self._serialize_type) @@ -170,13 +179,14 @@ def serialize_fields( def deserialize_fields( self, field_values: Dict[str, Any], field_types: Dict[str, Any] ) -> Dict[str, Any]: - """Deserializes a dictionary of fields. - - :param field_values: The dictionary of field values to deserialize. + """Deserialize a dictionary of fields. - :param field_types: The dictionary of field types to deserialize to. + Args: + field_values: The dictionary of field values to deserialize. + field_types: The dictionary of field types to deserialize to. - :return: The deserialized dictionary of field values. + Returns: + The deserialized dictionary of field values. """ return { k: self.convert_field(v, field_types[k], self._deserialize_type) @@ -184,20 +194,22 @@ def deserialize_fields( } @overload - def to_stac_item(self, input: BaseVibe) -> Item: - ... + def to_stac_item(self, input: BaseVibe) -> Item: ... @overload - def to_stac_item(self, input: List[BaseVibe]) -> List[Item]: - ... + def to_stac_item(self, input: List[BaseVibe]) -> List[Item]: ... def to_stac_item(self, input: Union[List[BaseVibe], BaseVibe]): - """Converts a :class`BaseVibe` or a list of :class`BaseVibe` to a STAC item + """Convert :class`BaseVibe` to STAC. + + Convert a :class`BaseVibe` or a list of :class`BaseVibe` to a STAC item or a list of STAC items. - :param input: The :class`BaseVibe` or list of :class`BaseVibe` to convert. + Args: + input: The :class`BaseVibe` or list of :class`BaseVibe` to convert. - :return: A STAC item or a list of STAC items. + Returns: + A STAC item or a list of STAC items. """ if isinstance(input, list): return [ @@ -229,9 +241,11 @@ def _base_vibe_to_stac(self, input: BaseVibe) -> Item: item = Item( id=input.id, - datetime=self.BASEVIBE_FALLBACK_DATETIME - if not hasattr(input, "datetime") - else input.datetime, # type: ignore + datetime=( + self.BASEVIBE_FALLBACK_DATETIME + if not hasattr(input, "datetime") + else input.datetime # type: ignore + ), bbox=None, geometry=None, properties=properties, @@ -267,20 +281,22 @@ def _to_stac_impl(self, input: DataVibe) -> Item: return item @overload - def from_stac_item(self, input: Item) -> BaseVibe: - ... + def from_stac_item(self, input: Item) -> BaseVibe: ... @overload - def from_stac_item(self, input: List[Item]) -> List[BaseVibe]: - ... + def from_stac_item(self, input: List[Item]) -> List[BaseVibe]: ... def from_stac_item(self, input: Union[Item, List[Item]]) -> Union[BaseVibe, List[BaseVibe]]: - """Converts a STAC item or a list of STAC items to a :class`BaseVibe` + """Convert STAC to :class`BaseVibe`. + + Convert a STAC item or a list of STAC items to a :class`BaseVibe` or a list of :class`BaseVibe`. - :param input: The STAC item or list of STAC items to convert. + Args: + input: The STAC item or list of STAC items to convert. - :return: A :class`BaseVibe` or a list of :class`BaseVibe`. + Returns: + A :class`BaseVibe` or a list of :class`BaseVibe`. """ if isinstance(input, list): return [self._from_stac_impl(i) for i in input] @@ -318,11 +334,13 @@ def _build_extra_kwargs(self, input: Item, type: Type[BaseVibe]) -> Dict[str, An return data_kw def resolve_type(self, input: Item) -> Type[BaseVibe]: - """Resolves the type of a :class`BaseVibe` object from a STAC item. + """Resolve the type of a :class`BaseVibe` object from a STAC item. - :param input: The STAC item to resolve the type from. + Args: + input: The STAC item to resolve the type from. - :return: The type of :class`BaseVibe`. + Returns: + The type of :class`BaseVibe`. """ extra_fields: Dict[str, Any] = input.extra_fields # type: ignore if self.VIBE_DATA_TYPE_FIELD not in extra_fields: @@ -335,11 +353,13 @@ def resolve_type(self, input: Item) -> Type[BaseVibe]: def convert_time_range(item: Item) -> Tuple[datetime, datetime]: - """Converts the time range of a STAC item to a tuple of datetimes. + """Convert the time range of a STAC item to a tuple of datetimes. - :param item: The STAC item to convert the time range for. + Args: + item: The STAC item to convert the time range for. - :return: A tuple of datetimes representing the start and end of the time range. + Returns: + A tuple of datetimes representing the start and end of the time range. """ conv_foo = datetime.fromisoformat props: Dict[str, Any] = item.properties # type: ignore @@ -355,24 +375,23 @@ def convert_time_range(item: Item) -> Tuple[datetime, datetime]: @overload -def serialize_stac(arg: Item) -> Dict[str, Any]: - ... +def serialize_stac(arg: Item) -> Dict[str, Any]: ... @overload -def serialize_stac(arg: List[Item]) -> List[Dict[str, Any]]: - ... +def serialize_stac(arg: List[Item]) -> List[Dict[str, Any]]: ... def serialize_stac(arg: Union[Item, List[Item]]): - """Serializes a STAC item or a list of STAC items to a dictionary or a list of dictionaries. + """Serialize a STAC item or a list of STAC items to a dictionary or a list of dictionaries. - :param arg: The STAC item or list of STAC items to serialize. + Args: + arg: The STAC item or list of STAC items to serialize. - :return: A dictionary or a list of dictionaries representing the STAC item + Returns: + A dictionary or a list of dictionaries representing the STAC item or list of STAC items. """ - if isinstance(arg, list): return [item.to_dict(include_self_link=False) for item in arg] @@ -380,22 +399,24 @@ def serialize_stac(arg: Union[Item, List[Item]]): @overload -def deserialize_stac(arg: Dict[str, Any]) -> Item: - ... +def deserialize_stac(arg: Dict[str, Any]) -> Item: ... @overload -def deserialize_stac(arg: List[Dict[str, Any]]) -> List[Item]: - ... +def deserialize_stac(arg: List[Dict[str, Any]]) -> List[Item]: ... def deserialize_stac(arg: Union[List[Dict[str, Any]], Dict[str, Any]]): - """Deserializes a dictionary or a list of dictionaries to a STAC item + """Deserialize dict to STAC. + + Deserialize a dictionary or a list of dictionaries to a STAC item or a list of STAC items. - :param arg: The dictionary or list of dictionaries to deserialize. + Args: + arg: The dictionary or list of dictionaries to deserialize. - :return: A STAC item or a list of STAC items. + Returns: + A STAC item or a list of STAC items. """ item_builder = Item.from_dict @@ -406,36 +427,37 @@ def deserialize_stac(arg: Union[List[Dict[str, Any]], Dict[str, Any]]): @overload -def serialize_input(input_data: BaseVibe) -> Dict[str, Any]: - ... +def serialize_input(input_data: BaseVibe) -> Dict[str, Any]: ... @overload -def serialize_input(input_data: List[T]) -> List[Dict[str, Any]]: - ... +def serialize_input(input_data: List[T]) -> List[Dict[str, Any]]: ... @overload def serialize_input( - input_data: Dict[str, Union[T, List[T]]] -) -> Dict[str, Union[Dict[str, Any], List[Dict[str, Any]]]]: - ... + input_data: Dict[str, Union[T, List[T]]], +) -> Dict[str, Union[Dict[str, Any], List[Dict[str, Any]]]]: ... def serialize_input(input_data: Any) -> Any: - """Serializes a single :class`BaseVibe` object, or a list or dictionary of them, + """Serialize :class`BaseVibe` to STAC. + + Serialize a single :class`BaseVibe` object, or a list or dictionary of them, to a STAC item or a list or dictionary of STAC items. - :param input_data: The :class`BaseVibe` object or a list or dictionary - of :class`BaseVibe` objects to serialize. + Args: + input_data: The :class`BaseVibe` object or a list or dictionary + of :class`BaseVibe` objects to serialize. - :return: A list, a dictionary or a single STAC Item representing the :class`BaseVibe` + Returns: + A list, a dictionary or a single STAC Item representing the :class`BaseVibe` object. - :raises NotImplementedError: If the input data is not a :class`BaseVibe` object, - or a list or dictionary of :class`BaseVibe`. + Raises: + NotImplementedError: If the input data is not a :class`BaseVibe` object, + or a list or dictionary of :class`BaseVibe`. """ - # Dictionary where keys are workflow sources if isinstance(input_data, dict): return {k: serialize_input(v) for k, v in input_data.items()} @@ -448,14 +470,17 @@ def serialize_input(input_data: Any) -> Any: def get_base_type(vibetype: DataVibeType) -> Type[BaseVibe]: - """Determines the base type of a typing specification. + """Determine the base type of a typing specification. - :param vibetype: The type to determine the base type of. + Args: + vibetype: The type to determine the base type of. - :return: The base type of vibetype. + Returns: + The base type of vibetype. - :raises ValueError: If the type hierarchy contains nested container types - (e.g., List[List[:class:`DataVibe`]]). + Raises: + ValueError: If the type hierarchy contains nested container types + (e.g., List[List[:class:`DataVibe`]]). Doctests: >>> get_base_type(DataVibe) @@ -483,34 +508,41 @@ def get_base_type(vibetype: DataVibeType) -> Type[BaseVibe]: def is_container_type(typeclass: Union[Type[V], List[Type[V]]]) -> bool: - """Checks if a type is a container type. + """Check if a type is a container type. - :param typeclass: The type to check. + Args: + typeclass: The type to check. - :return: True if the type is a container type, False otherwise. + Returns: + True if the type is a container type, False otherwise. """ return bool(get_args(typeclass)) def is_vibe_list(typeclass: DataVibeType) -> bool: - """Checks if a type is a list of :class`BaseVibe` objects. + """Check if a type is a list of :class`BaseVibe` objects. - :param typeclass: The type to check. + Args: + typeclass: The type to check. - :return: True if the type is a list of :class`BaseVibe` objects, False otherwise. + Returns: + True if the type is a list of :class`BaseVibe` objects, False otherwise. """ origin = get_origin(typeclass) return origin is not None and issubclass(origin, list) def get_most_specific_type(types: List[DataVibeType]) -> DataVibeType: - """Determines the most specific type of a list of types. + """Determine the most specific type of a list of types. - :param types: The list of types to determine the most specific type of. + Args: + types: The list of types to determine the most specific type of. - :return: The most specific type of types. + Returns: + The most specific type of types. - :raises ValueError: If the types are not compatible. + Raises: + ValueError: If the types are not compatible. """ t_set = set(get_base_type(t) for t in types) for t in t_set: diff --git a/src/vibe_core/vibe_core/data/weather.py b/src/vibe_core/vibe_core/data/weather.py index 7fe763c3..e2fe5296 100644 --- a/src/vibe_core/vibe_core/data/weather.py +++ b/src/vibe_core/vibe_core/data/weather.py @@ -1,3 +1,5 @@ +"""Weather data types and function definitions.""" + import hashlib from dataclasses import dataclass, field from datetime import datetime @@ -16,17 +18,16 @@ def gen_forecast_time_hash_id( publish_time: Union[str, datetime], time_range: Tuple[datetime, datetime], ): - """Generates a SHA-256 hash ID for a forecast time, based on the input parameters. - - :param name: The name of the forecast. - - :param geometry: The geometry associated with the forecast, as a dictionary. - - :param publish_time: The time when the forecast was published, as a string or a datetime object. + """Generate a SHA-256 hash ID for a forecast time, based on the input parameters. - :param time_range: The time range of the forecast, as a tuple of two datetime objects. + Args: + name: The name of the forecast. + geometry: The geometry associated with the forecast, as a dictionary. + publish_time: The time when the forecast was published, as a string or a datetime object. + time_range: The time range of the forecast, as a tuple of two datetime objects. - :return: The SHA-256 hash ID of the forecast time. + Returns: + The SHA-256 hash ID of the forecast time. """ if type(publish_time) is datetime: publish_time_str = publish_time.isoformat() @@ -46,7 +47,7 @@ def gen_forecast_time_hash_id( @dataclass class GfsForecast(DataVibe): - """Represents a Global Forecast System (GFS) forecast.""" + """Represent a Global Forecast System (GFS) forecast.""" publish_time: str """The publication time of the forecast in ISO format.""" @@ -54,14 +55,14 @@ class GfsForecast(DataVibe): @dataclass class WeatherVibe(DataVibe): - """Represents weather data.""" + """Represent weather data.""" pass @dataclass class Grib(Raster): - """Represents a Grib file""" + """Represent a Grib file.""" meta: Dict[str, str] = field(default_factory=dict) - """metadata as key-value pair. For example, lead-time.""" + """Metadata as key-value pair. For example, lead-time.""" diff --git a/src/vibe_core/vibe_core/datamodel.py b/src/vibe_core/vibe_core/datamodel.py index 4941e326..3fd863fa 100644 --- a/src/vibe_core/vibe_core/datamodel.py +++ b/src/vibe_core/vibe_core/datamodel.py @@ -1,3 +1,5 @@ +"""Data model classes definition used throughout FarmVibes.AI.""" + import codecs import json import zlib @@ -20,27 +22,29 @@ class MetricsDict(TypedDict): - """Type definition for metrics dictionary""" + """Type definition for metrics dictionary.""" load_avg: Tuple[float, ...] - """The number of processes in the system run queue averaged - over the last 1, 5, and 15 minutes respectively as a tuple + """Average system load. + + The number of processes in the system run queue averaged over the last 1, 5, and 15 minutes + respectively as a tuple. """ cpu_usage: float - """The current system-wide CPU utilization as a percentage""" + """The current system-wide CPU utilization as a percentage.""" free_mem: int - """The amount of free memory in bytes""" + """The amount of free memory in bytes.""" used_mem: int - """ The amount of used memory in bytes""" + """The amount of used memory in bytes.""" total_mem: int - """The total amount of memory in bytes""" + """The total amount of memory in bytes.""" disk_free: Optional[int] - """The amount of free disk space in bytes""" + """The amount of free disk space in bytes.""" @dataclass @@ -140,16 +144,18 @@ class RunStatus(StrEnum): @staticmethod def finished(status: "RunStatus"): - """Checks if a run has finished. + """Check if a run has finished. This method checks if a run status is either :attr:`vibe_core.datamodel.RunStatus.done`, :attr:`vibe_core.datamodel.RunStatus.cancelled`, or :attr:`vibe_core.datamodel.RunStatus.failed`. - :param status: The status to check. + Args: + status: The status to check. - :return: Whether the run has finished. + Returns: + Whether the run has finished. """ return status in (RunStatus.done, RunStatus.cancelled, RunStatus.failed) @@ -189,9 +195,10 @@ class RunConfig(RunConfigInput): """The output of the run.""" def set_output(self, value: OpIOType): # pydantic won't let us use a property setter - """Sets the output of the run config. + """Set the output of the run config. - :param value: The value to set the output to. + Args: + value: The value to set the output to. """ self.output = encode(dump_to_json(value)) @@ -214,11 +221,13 @@ class RunConfigUser(RunConfig): @classmethod def from_runconfig(cls, run_config: RunConfig): - """Creates a :class:`RunConfigUser` from a :class:`RunConfig`. + """Create a :class:`RunConfigUser` from a :class:`RunConfig`. - :param run_config: The run config to create the user run config from. + Args: + run_config: The run config to create the user run config from. - :return: The user run config. + Returns: + The user run config. """ rundict = asdict(run_config) @@ -229,19 +238,20 @@ def from_runconfig(cls, run_config: RunConfig): @staticmethod def finished(status: "RunStatus"): - """Checks if a run has finished. + """Check if a run has finished. This method checks if a given status is either :attr:`vibe_core.datamodel.RunStatus.done`, :attr:`vibe_core.datamodel.RunStatus.cancelled`, or :attr:`vibe_core.datamodel.RunStatus.failed`. - :param status: The status to check. + Args: + status: The status to check. - :return: Whether the run has finished. + Returns: + Whether the run has finished. """ - return status in (RunStatus.done, RunStatus.cancelled, RunStatus.failed) @@ -269,22 +279,26 @@ class WorkflowRun(ABC): @property @abstractmethod def status(self) -> str: - """Gets the status of the workflow run. + """Get the status of the workflow run. - :return: The status of the workflow run as a string. + Returns: + The status of the workflow run as a string. - :raises NotImplementedError: If the method is not implemented by a subclass. + Raises: + NotImplementedError: If the method is not implemented by a subclass. """ raise NotImplementedError @property @abstractmethod def output(self) -> BaseVibeDict: - """Gets the output of the workflow run. + """Get the output of the workflow run. - :return: The output of the workflow run as a :class:`vibe_core.data.BaseVibeDict`. + Returns: + The output of the workflow run as a :class:`vibe_core.data.BaseVibeDict`. - :raises NotImplementedError: If the method is not implemented by a subclass. + Raises: + NotImplementedError: If the method is not implemented by a subclass. """ raise NotImplementedError @@ -310,22 +324,26 @@ class MonitoredWorkflowRun: def encode(data: str) -> str: - """Encodes a string using zlib and base64 encoding. + """Encode a string using zlib and base64 encoding. This function compresses the data string with zlib and then encodes it into a base64 string. - :param data: The string to be encoded. + Args: + data: The string to be encoded. - :return: The encoded string. + Returns: + The encoded string. """ return codecs.encode(zlib.compress(data.encode("utf-8")), "base64").decode("utf-8") # JSON 😞 def decode(data: str) -> str: - """Decodes the given data using zlib and base64 encodings. + """Decode the given data using zlib and base64 encodings. - :param data: The string to decode. + Args: + data: The string to decode. - :return: The decoded string. + Returns: + The decoded string. """ return zlib.decompress(codecs.decode(data.encode("utf-8"), "base64")).decode("utf-8") # JSON 😞 diff --git a/src/vibe_core/vibe_core/file_downloader.py b/src/vibe_core/vibe_core/file_downloader.py index 5ff58f5e..651d7f92 100644 --- a/src/vibe_core/vibe_core/file_downloader.py +++ b/src/vibe_core/vibe_core/file_downloader.py @@ -1,3 +1,5 @@ +"""File downloader utility methods and classes.""" + import logging import mimetypes import os @@ -26,13 +28,14 @@ def retry_session() -> requests.Session: - """Creates a session with retry support. + """Create a session with retry support. This method creates a requests.Session object with retry support configured to retry failed requests up to :const:`REQUEST_RETRIES` times with a :const:`REQUEST_BACKOFF` time back-off factor. - :return: A configured requests.Session object + Returns: + A configured requests.Session object """ session = requests.Session() @@ -52,17 +55,18 @@ def retry_session() -> requests.Session: def build_file_path(dir_name: str, file_name: str, type: str = "") -> str: - """ - Builds the full file path by combining the directory name, file name and - optional type to infer the file extension. + """Build the full file path. - :param dir_name: Name of the directory. + This is done by combining the directory name, file name and optional type to infer the file + extension. - :param file_name: Name of the file. + Args: + dir_name: Name of the directory. + file_name: Name of the file. + type: Type of the file (default is empty). - :param type: Type of the file (default is empty). - - :return: The full file path. + Returns: + The full file path. """ extension = mimetypes.guess_extension(type) if not extension: @@ -81,28 +85,24 @@ def download_file( read_timeout: float = READ_TIMEOUT_S, # applies per chunk **kwargs: Any, ) -> str: - """Downloads a file from a given URL to the given file path. + """Download a file from a given URL to the given file path. The download is done using a retry session, to handle connection errors. - :param url: URL of the file to download. - - :param file_path: Path where the file will be saved. - - :param chunk_size: Amount of data to read from the server per request - (defaults to :const:`CHUNK_SIZE`). - - :param connect_timeout: Time in seconds to wait for connection to the server before aborting - (defaults to :const:`CONNECT_TIMEOUT_S`). - - :param read_timeout: Time in seconds for each chunk read from the server - (defaults to :const:`READ_TIMEOUT_S`). - - :param kwargs: Additional keyword arguments to be passed to the request library call. - - :return: Path of the saved file. + Args: + url: URL of the file to download. + file_path: Path where the file will be saved. + chunk_size: Amount of data to read from the server per request + (defaults to :const:`CHUNK_SIZE`). + connect_timeout: Time in seconds to wait for connection to the server before aborting + (defaults to :const:`CONNECT_TIMEOUT_S`). + read_timeout: Time in seconds for each chunk read from the server + (defaults to :const:`READ_TIMEOUT_S`). + kwargs: Additional keyword arguments to be passed to the request library call. + + Returns: + Path of the saved file. """ - session = retry_session() try: @@ -127,21 +127,20 @@ def verify_url( connect_timeout: float = CONNECT_TIMEOUT_S, **kwargs: Any, ) -> bool: - """Verifies the validity of a given URL. + """Verify the validity of a given URL. This method attempts to connect to the specified url and verifies that it does not raise any HTTP or Connection errors. - :param url: The URL to check. + Args: + url: The URL to check. + connect_timeout: Timeout when attempting to connect to the specified url. + Defaults to the value of :const:`CONNECT_TIMEOUT_S`. + kwargs: Additional keyword arguments to pass to the requests.get call. - :param connect_timeout: Timeout when attempting to connect to the specified url. - Defaults to the value of :const:`CONNECT_TIMEOUT_S`. - - :param kwargs: Additional keyword arguments to pass to the requests.get call. - - :return: True if the URL is valid, False otherwise. + Returns: + True if the URL is valid, False otherwise. """ - status = True session = retry_session() try: diff --git a/src/vibe_core/vibe_core/file_utils.py b/src/vibe_core/vibe_core/file_utils.py index 0582464f..e5569388 100644 --- a/src/vibe_core/vibe_core/file_utils.py +++ b/src/vibe_core/vibe_core/file_utils.py @@ -1,3 +1,5 @@ +"""Utility functions for working with files.""" + import os from typing import Any, Dict @@ -5,13 +7,12 @@ def write_yaml(path: str, contents: Dict[str, Any]): - """Writes contents to a YAML file, creating the parent directory if it doesn't exist yet. - - :param path: The path of the file to write. + """Write contents to a YAML file, creating the parent directory if it doesn't exist yet. - :param contents: The contents to write to the file. + Args: + path: The path of the file to write. + contents: The contents to write to the file. """ - parent = os.path.dirname(path) if not os.path.exists(parent): os.makedirs(parent) @@ -20,13 +21,13 @@ def write_yaml(path: str, contents: Dict[str, Any]): def write_file(path: str, contents: str): - """ - Writes contents to a file at the given path, creating the parent - directory if it doesn't exist yet. + """Write contents to a file at the given path. - :param path: The file path to write to. + The function creates the parent directory if it doesn't exist yet. - :param contents: The contents to write in the file. + Args: + path: The file path to write to. + contents: The contents to write in the file. """ parent = os.path.dirname(path) if not os.path.exists(parent): diff --git a/src/vibe_core/vibe_core/logconfig.py b/src/vibe_core/vibe_core/logconfig.py index 5360e129..1e2eaa50 100644 --- a/src/vibe_core/vibe_core/logconfig.py +++ b/src/vibe_core/vibe_core/logconfig.py @@ -1,3 +1,5 @@ +"""Utility functions for configuring logging.""" + import json import logging import logging.handlers @@ -41,12 +43,13 @@ class HostnameFilter(Filter): hostname = node() def filter(self, record: LogRecord): - """Adds a hostname field to the log record with the value of - the node() function from the platform module. + """Add a hostname field to the log record with the value of the node() from the platform. - :param record: The log record to be filtered. + Args: + record: The log record to be filtered. - :return: True + Returns: + True. """ record.hostname = self.hostname return True @@ -55,19 +58,23 @@ def filter(self, record: LogRecord): class AppFilter(Filter): """Filter class to add app field to the log record. - :param app: The name of the application. + Args: + app: The name of the application. """ def __init__(self, app: str): + """Initialize an AppFilter instance.""" super().__init__() self.app = app def filter(self, record: LogRecord): - """Adds an app field to the log record with the value of the app attribute. + """Add an app field to the log record with the value of the app attribute. - :param record: The log record to be filtered. + Args: + record: The log record to be filtered. - :return: True + Returns: + True. """ record.app = self.app return True @@ -77,11 +84,13 @@ class JsonMessageFilter(Filter): """Log filter to convert messages to JSON.""" def filter(self, record: LogRecord): - """Converts the message of the log record to JSON. + """Convert the message of the log record to JSON. - :param record: The log record to be filtered. + Args: + record: The log record to be filtered. - :return: True + Returns: + True. """ if record.exc_info: # Convert message to the message + traceback as json @@ -94,14 +103,12 @@ def filter(self, record: LogRecord): def change_logger_level(loggername: str, level: str): - """Sets the default log level for a logger. - - :param loggername: The name of the logger for which to set the log level. - - :param level: The desired log level (e.g. INFO, DEBUG, WARNING). + """Set the default log level for a logger. + Args: + loggername: The name of the logger for which to set the log level. + level: The desired log level (e.g. INFO, DEBUG, WARNING). """ - logger = getLogger(loggername) logger.setLevel(level) for handler in logger.handlers: @@ -117,7 +124,7 @@ def configure_logging( json: bool = True, appname: str = "", ): - """Configures logging for the calling process. + """Configure logging for the calling process. This method will create a logger and set its level to the given default_level argument. It will also create a StreamHandler and FileHandler if the logdir argument is provided, @@ -125,19 +132,16 @@ def configure_logging( and json message, and set the formatter to JSON_FORMAT if json is True, or LOG_FORMAT otherwise. - :param default_level: Default log level (defaults to 'DEBUG'). - - :param logdir: Path to the directory where the log file will be stored. - If not provided, no FileHandler will be added. - - :param logfile: Name of the log file (defaults to '{node()}.log'). - - :param json: Flag to enable or disable JSON format (defaults to True). - - :param appname: Application name to be filtered (defaults to ""). - + Args: + default_level: Default log level. + logdir: Path to the directory where the log file will be stored. + If not provided, no FileHandler will be added. + max_log_file_bytes: Maximum size of the log file in bytes. + log_backup_count: Number of log files to keep. + logfile: Name of the log file. + json: Flag to enable or disable JSON format. + appname: Application name to be filtered. """ - handlers: List[logging.Handler] = [logging.StreamHandler()] default_level = "INFO" if default_level is None else default_level diff --git a/src/vibe_core/vibe_core/monitor.py b/src/vibe_core/vibe_core/monitor.py index 0decd5ed..1c7010c4 100644 --- a/src/vibe_core/vibe_core/monitor.py +++ b/src/vibe_core/vibe_core/monitor.py @@ -1,3 +1,5 @@ +"""Classes and functions definition for monitoring workflow runs.""" + from collections import Counter from datetime import datetime from typing import Any, Dict, List, Optional, Tuple, Union @@ -33,13 +35,14 @@ def strftimedelta(start: datetime, end: datetime) -> str: - """Returns the time delta between two datetimes as a string in the format 'HH:MM:SS'. - - :param start: Start datetime object. + """Return the time delta between two datetimes as a string in the format 'HH:MM:SS'. - :param end: End datetime object. + Args: + start: Start datetime object. + end: End datetime object. - :return: The timedelta formatted as a 'HH:MM:SS' string. + Returns: + The timedelta formatted as a 'HH:MM:SS' string. """ tdelta = end - start hours, rem = divmod(int(tdelta.total_seconds()), 3600) @@ -48,14 +51,16 @@ def strftimedelta(start: datetime, end: datetime) -> str: def format_typing(type_dict: Dict[str, str]) -> Dict[str, str]: - """Formats the types in a type dictionary. + """Format the types in a type dictionary. This function takes a dictionary with type strings and formats it, replacing the "typing." prefix in the values with an empty string. - :param type_dict: The type dictionary to format. + Args: + type_dict: The type dictionary to format. - :return: The formatted dictionary. + Returns: + The formatted dictionary. """ return {k: v.replace("typing.", "") for k, v in type_dict.items()} @@ -67,16 +72,13 @@ class VibeWorkflowDocumenter: including formatting the text elements and adding styling tags. It contains the methods to print out a description of the workflow with its sources, sinks and parameters. - :param name: The name of the workflow. - - :param sources: Dictionary with source names and types. - - :param sinks: Dictionary with sink names and types. - - :param parameters: Dictionary with parameter names and default values. - - :param description: A :class:`TaskDescription` object containing the short and - long description of the workflow. + Args: + name: The name of the workflow. + sources: Dictionary with source names and types. + sinks: Dictionary with sink names and types. + parameters: Dictionary with parameter names and default values. + description: A :class:`TaskDescription` object containing the short and + long description of the workflow. """ TITLE_STR = "[bold green]Workflow:[/] [bold underline dodger_blue2]{}[/]" @@ -93,6 +95,7 @@ def __init__( parameters: Dict[str, Any], description: TaskDescription, ): + """Instantiate a VibeWorkflowDocumenter object.""" self.wf_name = name self.parameters = parameters self.description = description @@ -105,9 +108,10 @@ def __init__( @property def formatted_parameters(self) -> Dict[str, str]: - """Returns a dictionary of workflow's parameters with their default values. + """Return a dictionary of workflow's parameters with their default values. - :return: A dictionary containing the formatted parameters and default values. + Returns: + A dictionary containing the formatted parameters and default values. """ return { param_name: ( @@ -170,7 +174,7 @@ def _print_items_description( self.console.print(item_doc) def print_documentation(self): - """Prints the full documentation of the workflow. + """Print the full documentation of the workflow. This method prints the header of the documentation, the sources, the sinks, the parameters and the tasks provided in the parsed workflow yaml file. @@ -186,10 +190,10 @@ def print_documentation(self): class VibeWorkflowRunMonitor: """Class that abstracts the formatting of workflow run status. - :param api_time_zone: The time zone of the API server. - - :param detailed_task_info: If True, detailed information about task progress will be - included in the output (defaults to False). + Args: + api_time_zone: The time zone of the API server. + detailed_task_info: If True, detailed information about task progress will be + included in the output (defaults to False). """ SINGLE_RUN_TITLE_STR = ( @@ -232,6 +236,7 @@ class VibeWorkflowRunMonitor: def __init__( self, api_time_zone: tzfile, detailed_task_info: bool = False, multi_run: bool = False ): + """Instantiate a VibeWorkflowRunMonitor object.""" self.api_tz = api_time_zone self.detailed_task_info = detailed_task_info self.client_tz = tzlocal() @@ -311,7 +316,7 @@ def _add_task_row(self, task_name: str, task_info: RunDetails): if self.multi_run: self.table.add_row( - ":small_red_triangle_down:", + "↳", task_name, STATUS_STR_MAP[task_info.status], start_time_str, @@ -356,7 +361,7 @@ def _add_workflow_row( ) def _build_clean_table(self, monitored_warnings: List[Union[str, Warning]] = []): - """Creates a new table and populate with wf-agnostic info.""" + """Create a new table and populate with wf-agnostic info.""" current_time_caption = warnings_caption = "" self.table = Table(show_footer=False) @@ -377,13 +382,15 @@ def _build_clean_table(self, monitored_warnings: List[Union[str, Warning]] = []) self.table.caption = current_time_caption + warnings_caption def time_or_now(self, time: Optional[datetime]) -> datetime: - """ - Converts a given datetime object to the client's timezone. + """Convert a given datetime object to the client's timezone. + If no datetime object is provided, the current time is used. - :param time: Datetime object to convert to the client's timezone. + Args: + time: Datetime object to convert to the client's timezone. - :return: The datetime object converted to the client's timezone. + Returns: + The datetime object converted to the client's timezone. """ return ( time.replace(tzinfo=self.api_tz).astimezone(tz=self.client_tz) @@ -415,7 +422,7 @@ def _populate_single_run_table( run: Optional[MonitoredWorkflowRun] = None, monitored_warnings: List[Union[str, Warning]] = [], ): - """Method that creates a new table with updated task info for a single run.""" + """Create a new table with updated task info for a single run.""" run_duration: str = FETCHING_ICON_STR # Create new table @@ -468,7 +475,7 @@ def _populate_multi_run_table( runs: List[MonitoredWorkflowRun], monitored_warnings: List[Union[str, Warning]] = [], ): - """Method that creates a new table with updated task info for multiple runs.""" + """Create a new table with updated task info for multiple runs.""" total_duration: str = FETCHING_ICON_STR multi_run_task_list = [] @@ -534,11 +541,12 @@ def update_run_status( monitored_runs: List[MonitoredWorkflowRun], monitored_warnings: List[Union[str, Warning]], ) -> None: - """Updates the monitor table with the latest runs status. + """Update the monitor table with the latest runs status. - :param runs: List of workflow runs to monitor. If only one run is provided, - the method will monitor that run directly. - :param monitored_warnings: List of warnings to display in the table. + Args: + monitored_runs: List of workflow runs to monitor. If only one run is provided, + the method will monitor that run directly. + monitored_warnings: List of warnings to display in the table. """ if len(monitored_runs) == 1: self._populate_single_run_table(monitored_runs[0], monitored_warnings) diff --git a/src/vibe_core/vibe_core/terraform/aks/modules/kubernetes/dapr.tf b/src/vibe_core/vibe_core/terraform/aks/modules/kubernetes/dapr.tf index 56aa3769..7c4a1c1e 100644 --- a/src/vibe_core/vibe_core/terraform/aks/modules/kubernetes/dapr.tf +++ b/src/vibe_core/vibe_core/terraform/aks/modules/kubernetes/dapr.tf @@ -19,7 +19,7 @@ resource "helm_release" "dapr" { repository = "https://dapr.github.io/helm-charts/" chart = "dapr" namespace = "dapr-system" - version = "1.9.4" + version = "1.13.3" set { name = "enable-ha" diff --git a/src/vibe_core/vibe_core/terraform/local/modules/kubernetes/dapr.tf b/src/vibe_core/vibe_core/terraform/local/modules/kubernetes/dapr.tf index 61931940..b2bec611 100644 --- a/src/vibe_core/vibe_core/terraform/local/modules/kubernetes/dapr.tf +++ b/src/vibe_core/vibe_core/terraform/local/modules/kubernetes/dapr.tf @@ -9,7 +9,7 @@ resource "helm_release" "dapr" { repository = "https://dapr.github.io/helm-charts/" chart = "dapr" namespace = "dapr-system" - version = "1.9.4" + version = "1.13.3" set { name = "dapr_operator.watchInterval" diff --git a/src/vibe_core/vibe_core/terraform/services/cache.tf b/src/vibe_core/vibe_core/terraform/services/cache.tf index d1e0c34f..4d8d535d 100644 --- a/src/vibe_core/vibe_core/terraform/services/cache.tf +++ b/src/vibe_core/vibe_core/terraform/services/cache.tf @@ -51,7 +51,7 @@ resource "kubernetes_deployment" "cache" { "dapr.io/enabled" = "true" "dapr.io/app-id" = "terravibes-cache" "dapr.io/app-port" = "3000" - "dapr.io/app-protocol" = "http" + "dapr.io/app-protocol" = "grpc" "dapr.io/enable-metrics" = "true" "dapr.io/metrics-port" = "9090" "dapr.io/log-as-json" = "true" diff --git a/src/vibe_core/vibe_core/terraform/services/dataops.tf b/src/vibe_core/vibe_core/terraform/services/dataops.tf index 481cfca2..74e4929a 100644 --- a/src/vibe_core/vibe_core/terraform/services/dataops.tf +++ b/src/vibe_core/vibe_core/terraform/services/dataops.tf @@ -144,10 +144,6 @@ resource "kubernetes_deployment" "dataops" { name = "STAC_COSMOS_CONNECTION_KEY_SECRET" value = "stac-cosmos-write-key" } - env { - name = "DAPR_API_METHOD_INVOCATION_PROTOCOL" - value = "HTTP" - } dynamic "volume_mount" { for_each = var.local_deployment ? [1] : [] content { diff --git a/src/vibe_core/vibe_core/terraform/services/orchestrator.tf b/src/vibe_core/vibe_core/terraform/services/orchestrator.tf index dd331558..31cb991d 100644 --- a/src/vibe_core/vibe_core/terraform/services/orchestrator.tf +++ b/src/vibe_core/vibe_core/terraform/services/orchestrator.tf @@ -84,10 +84,6 @@ resource "kubernetes_deployment" "orchestrator" { args = flatten([ local.orchestrator_common_args, var.local_deployment ? local.orchestrator_extra_args : [] ]) - env { - name = "DAPR_API_METHOD_INVOCATION_PROTOCOL" - value = "HTTP" - } dynamic "volume_mount" { for_each = var.local_deployment ? [1] : [] content { diff --git a/src/vibe_core/vibe_core/terraform/services/restapi.tf b/src/vibe_core/vibe_core/terraform/services/restapi.tf index 77de813a..202433a6 100644 --- a/src/vibe_core/vibe_core/terraform/services/restapi.tf +++ b/src/vibe_core/vibe_core/terraform/services/restapi.tf @@ -85,10 +85,6 @@ resource "kubernetes_deployment" "restapi" { args = flatten([ local.restapi_common_args, var.local_deployment ? local.restapi_extra_args : [] ]) - env { - name = "DAPR_API_METHOD_INVOCATION_PROTOCOL" - value = "HTTP" - } env { name = "BLOB_STORAGE_ACCOUNT_CONNECTION_STRING" value = "storage-account-connection-string" diff --git a/src/vibe_core/vibe_core/terraform/services/worker.tf b/src/vibe_core/vibe_core/terraform/services/worker.tf index d8a39c97..e1ec9377 100644 --- a/src/vibe_core/vibe_core/terraform/services/worker.tf +++ b/src/vibe_core/vibe_core/terraform/services/worker.tf @@ -54,7 +54,7 @@ resource "kubernetes_deployment" "worker" { "dapr.io/app-id" = "terravibes-worker" "dapr.io/app-port" = "3000" "dapr.io/config" = "appconfig" - "dapr.io/app-protocol" = "http" + "dapr.io/app-protocol" = "grpc" "dapr.io/enable-metrics" = "true" "dapr.io/metrics-port" = "9090" "dapr.io/log-as-json" = "true" @@ -104,10 +104,6 @@ resource "kubernetes_deployment" "worker" { name = "HOME" value = "/tmp" } - env { - name = "DAPR_API_METHOD_INVOCATION_PROTOCOL" - value = "HTTP" - } env { name = "AZURE_TENANT_ID" value_from { diff --git a/src/vibe_core/vibe_core/uri.py b/src/vibe_core/vibe_core/uri.py index 09b04fdc..26161512 100644 --- a/src/vibe_core/vibe_core/uri.py +++ b/src/vibe_core/vibe_core/uri.py @@ -1,30 +1,34 @@ +"""Utility functions for working with URIs.""" + import os from urllib.parse import unquote, urlparse from urllib.request import url2pathname def is_local(url: str): - """Checks if uri refers to a local file. + """Check if uri refers to a local file. - :param url: The URL to check. + Args: + url: The URL to check. - :return: True if the URL refers to a local file, False otherwise. + Returns: + True if the URL refers to a local file, False otherwise. """ url_parsed = urlparse(url) return url_parsed.scheme in ("file", "") # Possibly a local file def local_uri_to_path(uri: str) -> str: - """ - Maps 'file://' urls to paths. - - If the input is already a path, leave it as is. + """Map 'file://' urls to paths. If the input is already a path, leave it as is. - :param uri: The URI to convert. + Args: + uri: The URI to convert. - :raises ValueError: If the URI is not local. + Returns: + The path corresponding to the URI. - :return: The path corresponding to the URI. + Raises: + ValueError: If the URI is not local. """ if not is_local(uri): raise ValueError(f"Cannot convert remote URI {uri} to path") @@ -36,11 +40,13 @@ def local_uri_to_path(uri: str) -> str: def uri_to_filename(uri: str) -> str: - """Parses the filename from an URI. + """Parse the filename from an URI. - :param uri: The URI to convert. + Args: + uri: The URI to convert. - :return: The filename associated with the URI. + Returns: + The filename associated with the URI. """ parsed_source_url = urlparse(uri) source_path = unquote(parsed_source_url.path) diff --git a/src/vibe_core/vibe_core/utils.py b/src/vibe_core/vibe_core/utils.py index 09c84fcd..357cdeff 100644 --- a/src/vibe_core/vibe_core/utils.py +++ b/src/vibe_core/vibe_core/utils.py @@ -1,3 +1,5 @@ +"""General utility functions used across FarmVibes.AI codebase.""" + from dataclasses import dataclass from typing import Any, Dict, List, Tuple, TypeVar, Union @@ -8,8 +10,7 @@ @dataclass class MermaidVerticesMap: - """ - A map of vertices for a mermaid diagram extracted from a WorkflowSpec. + """Map of vertices for a mermaid diagram extracted from a WorkflowSpec. Each entry maps the source/sink/task name to the vertex label. """ @@ -25,13 +26,15 @@ class MermaidVerticesMap: def ensure_list(input: Union[List[T], T]) -> List[T]: - """Ensures that the given input is a list. + """Ensure that the given input is a list. If the input is a single item, it is wrapped in a list. - :param input: List or single item to be wrapped in a list. + Args: + input: List or single item to be wrapped in a list. - :return: A list containing the input item. + Returns: + A list containing the input item. """ if isinstance(input, list): return input @@ -44,11 +47,12 @@ def get_input_ids(input: OpIOType) -> Dict[str, Union[str, List[str]]]: This method will extract the IDs from an OpIOType object and return them as a dictionary, where the keys are the names of the inputs and values are either strings or lists of strings. - :param input: The input object. + Args: + input: The input object. - :return: A dictionary with the IDs of the input object. + Returns: + A dictionary with the IDs of the input object. """ - return { k: [vv.get("id", "NO-ID") for vv in v] if isinstance(v, list) else v.get("id", "NO-ID") for k, v in input.items() @@ -56,16 +60,17 @@ def get_input_ids(input: OpIOType) -> Dict[str, Union[str, List[str]]]: def rename_keys(x: Dict[str, Any], key_dict: Dict[str, str]): - """Renames the keys of a dictionary. + """Rename the keys of a dictionary. This utility function takes a dictionary `x` and a dictionary `key_dict` mapping old keys to their new names, and returns a copy of `x` with the keys renamed. - :param x: The dictionary with the keys to be renamed. + Args: + x: The dictionary with the keys to be renamed. + key_dict: Dictionary mapping old keys to their new names. - :param key_dict: Dictionary mapping old keys to their new names. - - :return: A copy of x with the keys renamed. + Returns: + A copy of x with the keys renamed. """ renamed = x.copy() for old_key, new_key in key_dict.items(): @@ -76,13 +81,15 @@ def rename_keys(x: Dict[str, Any], key_dict: Dict[str, str]): def format_double_escaped(s: str): - """Encodes and decodes a double escaped input string. + """Encode and decode a double escaped input string. Useful for formatting status/reason strings of VibeWorkflowRun. - :param s: Input string to be processed. + Args: + s: Input string to be processed. - :return: Formatted string. + Returns: + Formatted string. """ return s.encode("raw_unicode_escape").decode("unicode-escape") @@ -93,18 +100,17 @@ def build_mermaid_edge( vertices_origin: Dict[str, str], vertices_destination: Dict[str, str], ) -> str: - """Builds a mermaid edge from a pair of vertices. - - :param origin: A pair of source/sink/task and port names. + """Build a mermaid edge from a pair of vertices. - :param destination: A pair of source/sink/task and port names. + Args: + origin: A pair of source/sink/task and port names. + destination: A pair of source/sink/task and port names. + vertices_origin: The vertex map to retrieve the mermaid vertex label for the origin. + vertices_destination: The vertex map to retrieve the mermaid vertex label + for the destination. - :param vertices_origin: The vertex map to retrieve the mermaid vertex label for the origin. - - :param vertices_destination: The vertex map to retrieve the mermaid vertex label - for the destination. - - :return: The mermaid edge string. + Returns: + The mermaid edge string. """ origin_vertex, origin_port = origin destination_vertex, destination_port = destination @@ -123,15 +129,15 @@ def build_mermaid_edge( def draw_mermaid_diagram(vertices: MermaidVerticesMap, edges: List[str]) -> str: - """Draws a mermaid diagram from a set of vertices and edges. + """Draw a mermaid diagram from a set of vertices and edges. - :param vertices: A map of vertices for a mermaid diagram extracted from a WorkflowSpec. + Args: + vertices: A map of vertices for a mermaid diagram extracted from a WorkflowSpec. + edges: A list of edges already formated with mermaid syntax. - :param edges: A list of edges already formated with mermaid syntax. - - :return: The mermaid diagram string. + Returns: + The mermaid diagram string. """ - diagram = ( "graph TD\n" + "\n".join( diff --git a/src/vibe_notebook/setup.py b/src/vibe_notebook/setup.py new file mode 100644 index 00000000..7ca8570f --- /dev/null +++ b/src/vibe_notebook/setup.py @@ -0,0 +1,18 @@ +from setuptools import find_packages, setup + +setup( + name="vibe_notebook", + version="0.0.1", + author="Microsoft", + author_email="eywa-devs@microsoft.com", + packages=find_packages(), + description="Shared notebook library for FarmVibes.AI notebooks.", + install_requires=[ + "numpy", + "geopandas", + "pandas", + "shapely", + "rasterio", + "vibe_core", + ], +) diff --git a/src/vibe_notebook/vibe_notebook/__init__.py b/src/vibe_notebook/vibe_notebook/__init__.py new file mode 100644 index 00000000..bcac4a86 --- /dev/null +++ b/src/vibe_notebook/vibe_notebook/__init__.py @@ -0,0 +1 @@ +"""Shared notebook library for FarmVibes.AI notebooks.""" diff --git a/notebooks/shared_nb_lib/plot.py b/src/vibe_notebook/vibe_notebook/plot.py similarity index 83% rename from notebooks/shared_nb_lib/plot.py rename to src/vibe_notebook/vibe_notebook/plot.py index fd406270..cfe93cba 100644 --- a/notebooks/shared_nb_lib/plot.py +++ b/src/vibe_notebook/vibe_notebook/plot.py @@ -1,3 +1,5 @@ +"""Auxiliary methods for plotting and visualizing data in notebooks.""" + import io from copy import deepcopy from typing import Any, Dict, List, Optional, Tuple @@ -14,9 +16,7 @@ def lw_plot(): - """ - Compress images to make notebook smaller by using lossy (JPEG) compression - """ + """Compress images to make notebook smaller by using lossy (JPEG) compression.""" iobytes = io.BytesIO() plt.savefig(iobytes, format="jpg", bbox_inches="tight") plt.close() @@ -24,8 +24,8 @@ def lw_plot(): display(Image(data=iobytes.read())) -def transparent_cmap(cmap: ListedColormap, max_alpha: float = 0.8, N: int = 255): - "Copy colormap and set alpha values" +def transparent_cmap(cmap: ListedColormap, max_alpha: float = 0.8, N: int = 255) -> ListedColormap: + """Define a transparent colormap based on an input colormap.""" mycmap = deepcopy(cmap) mycmap._init() # type: ignore mycmap._lut[:, -1] = np.linspace(0, max_alpha, N + 4) # type: ignore @@ -54,23 +54,23 @@ def _plot_categorical_map( # Prepare normalizer norm_bins = np.sort([*color_dict.keys()]) + 0.5 norm_bins = np.insert(norm_bins, 0, np.min(norm_bins) - 1.0) - norm = matplotlib.colors.BoundaryNorm(norm_bins, len(labels), clip=True) + norm = matplotlib.colors.BoundaryNorm(norm_bins, len(labels), clip=True) # type: ignore fmt = matplotlib.ticker.FuncFormatter(lambda x, _: labels[norm(x)]) # type: ignore extent = extent or [0, len(dataset[0]), 0, len(dataset)] - im = ax.imshow(dataset, cmap=cmap, extent=extent, norm=norm) + im = ax.imshow(dataset, cmap=cmap, extent=extent, norm=norm) # type: ignore if geom_exterior is not None: # Plot geom on top of the cropped image - ax.plot(*geom_exterior, color="red") + ax.plot(*geom_exterior, color="red") # type: ignore if title: - ax.set_title(title) + ax.set_title(title) # type: ignore if xlabel: - ax.set_xlabel(xlabel) + ax.set_xlabel(xlabel) # type: ignore if ylabel: - ax.set_ylabel(ylabel) + ax.set_ylabel(ylabel) # type: ignore diff = norm_bins[1:] - norm_bins[:-1] tickz = norm_bins[:-1] + diff / 2 @@ -90,6 +90,7 @@ def plot_categorical_map( fig: Optional[Figure] = None, ax: Optional[Axes] = None, ): + """Plot a categorical map with a color dictionary.""" im, fmt, tickz = _plot_categorical_map( dataset=dataset, color_dict=color_dict, @@ -122,6 +123,7 @@ def plot_categorical_maps( n_cols: int = 2, figsize: Tuple[int, int] = (12, 10), ): + """Plot multiple categorical maps side by side.""" rows = int(np.ceil(len(datasets) / n_cols)) fig, axes = plt.subplots(rows, n_cols, figsize=figsize, sharex=True, sharey=True) @@ -142,7 +144,7 @@ def plot_categorical_maps( fig.suptitle(suptitle) fig.subplots_adjust(right=0.8) - cbar_ax = fig.add_axes([0.85, 0.15, 0.02, 0.7]) - fig.colorbar(im, cax=cbar_ax, format=fmt, ticks=tickz) + cbar_ax = fig.add_axes([0.85, 0.15, 0.02, 0.7]) # type: ignore + fig.colorbar(im, cax=cbar_ax, format=fmt, ticks=tickz) # type: ignore plt.show() diff --git a/notebooks/shared_nb_lib/raster.py b/src/vibe_notebook/vibe_notebook/raster.py similarity index 79% rename from notebooks/shared_nb_lib/raster.py rename to src/vibe_notebook/vibe_notebook/raster.py index 3d7555da..7eee0f71 100644 --- a/notebooks/shared_nb_lib/raster.py +++ b/src/vibe_notebook/vibe_notebook/raster.py @@ -1,3 +1,5 @@ +"""Raster data processing utilities.""" + from typing import Any, List, Optional import geopandas as gpd @@ -11,14 +13,12 @@ def s2_to_img(ar: NDArray[Any], rgb_idx: List[int] = [3, 2, 1]): - """Normalizing S2 raster values and reordering bands for visualization""" + """Normalize S2 raster values and reordering bands for visualization.""" return (ar[rgb_idx] / 10000).clip(0, 0.3).transpose((1, 2, 0)) / 0.3 def s1_to_img(ar: NDArray[Any]): - """ - Compute Sentinel-1 RGB-composite image for display - """ + """Compute Sentinel-1 RGB-composite image for display.""" nodata = ar.sum(axis=0) == 0 ar = np.stack((ar[1], ar[0], ar[1] - ar[0]), axis=-1) qmin, qmax = np.quantile(ar[~nodata], (0.01, 0.99), axis=0) @@ -28,7 +28,7 @@ def s1_to_img(ar: NDArray[Any]): def spaceeye_to_img(ar: NDArray[Any]): - """Normalizing SpaceEye raster values and reordering bands for visualization""" + """Normalize SpaceEye raster values and reordering bands for visualization.""" return s2_to_img(ar, rgb_idx=[2, 1, 0]) @@ -37,9 +37,9 @@ def read_raster( geometry: Optional[BaseGeometry] = None, projected_geometry: Optional[BaseGeometry] = None, window: Optional[BaseGeometry] = None, - **kwargs: Any + **kwargs: Any, ): - """Read raster data and mask it to the geometry""" + """Read raster data and mask it to the geometry.""" with rasterio.open(raster.raster_asset.url, **kwargs) as src: if geometry is not None or projected_geometry is not None: proj_geom = ( @@ -53,6 +53,7 @@ def read_raster( def read_clip_index(raster: Raster, geometry: BaseGeometry): + """Read raster, mask it to the geometry, and clip values to the 1-99 percentile range.""" ar = read_raster(raster, geometry, filled=False)[0] ar = ar.filled(0)[0] qmin, qmax = np.nanquantile(ar, (0.01, 0.99)) diff --git a/notebooks/shared_nb_lib/utils.py b/src/vibe_notebook/vibe_notebook/utils.py similarity index 85% rename from notebooks/shared_nb_lib/utils.py rename to src/vibe_notebook/vibe_notebook/utils.py index 702cc2ec..971d8751 100644 --- a/notebooks/shared_nb_lib/utils.py +++ b/src/vibe_notebook/vibe_notebook/utils.py @@ -1,3 +1,5 @@ +"""Additional utility methods used in the notebooks.""" + import os from typing import List, Tuple @@ -11,9 +13,7 @@ def create_geojson_file_from_point( list_of_points: List[Point], labels: List[int], prompt_ids: List[int], storage_dirpath: str ) -> Tuple[str, gpd.GeoDataFrame, str]: - """ - Create a geojson file from a list of points, labels, and prompt_ids - """ + """Create a geojson file from a list of points, labels, and prompt_ids.""" file_name_prefix = gen_guid() df = pd.DataFrame({"geometry": list_of_points, "label": labels, "prompt_id": prompt_ids})