diff --git a/.env.example b/.env.example
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-moralisApiKey=
\ No newline at end of file
diff --git a/Automating sectors.ipynb b/Automating sectors.ipynb
deleted file mode 100644
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-{"cells":[{"cell_type":"code","execution_count":2,"metadata":{"cell_id":"d6f61ae7402f4f75a12623b97c56b52d","deepnote_app_is_output_hidden":true,"deepnote_cell_type":"code","deepnote_to_be_reexecuted":false,"execution_millis":19210,"execution_start":1722659117997,"is_output_hidden":true,"source_hash":null},"outputs":[{"name":"stdout","output_type":"stream","text":["Requirement already satisfied: lightkurve in ./.venv/lib/python3.12/site-packages (2.4.2)\n","Requirement already satisfied: astropy>=5.0 in ./.venv/lib/python3.12/site-packages (from lightkurve) (6.1.2)\n","Requirement already satisfied: astroquery>=0.3.10 in ./.venv/lib/python3.12/site-packages (from lightkurve) (0.4.7)\n","Requirement already satisfied: beautifulsoup4>=4.6.0 in ./.venv/lib/python3.12/site-packages (from lightkurve) (4.12.3)\n","Requirement already satisfied: bokeh>=2.0.0 in ./.venv/lib/python3.12/site-packages (from lightkurve) (3.5.1)\n","Requirement already satisfied: fbpca>=1.0 in ./.venv/lib/python3.12/site-packages (from lightkurve) (1.0)\n","Requirement already satisfied: matplotlib>=3.1 in ./.venv/lib/python3.12/site-packages (from lightkurve) (3.9.0)\n","Requirement already satisfied: memoization>=0.3.1 in ./.venv/lib/python3.12/site-packages (from lightkurve) (0.4.0)\n","Requirement already satisfied: numpy>=1.18 in ./.venv/lib/python3.12/site-packages (from lightkurve) (2.0.1)\n","Requirement already satisfied: oktopus>=0.1.2 in ./.venv/lib/python3.12/site-packages (from lightkurve) (0.1.2)\n","Requirement already satisfied: pandas>=1.1.4 in ./.venv/lib/python3.12/site-packages (from lightkurve) (2.2.2)\n","Requirement already satisfied: patsy>=0.5.0 in ./.venv/lib/python3.12/site-packages (from lightkurve) (0.5.6)\n","Requirement already satisfied: requests>=2.22.0 in ./.venv/lib/python3.12/site-packages (from lightkurve) (2.32.3)\n","Requirement already satisfied: scikit-learn>=0.24.0 in ./.venv/lib/python3.12/site-packages (from lightkurve) (1.5.1)\n","Requirement already satisfied: tqdm>=4.25.0 in ./.venv/lib/python3.12/site-packages (from lightkurve) (4.66.5)\n","Requirement already satisfied: uncertainties>=3.1.4 in ./.venv/lib/python3.12/site-packages (from lightkurve) (3.2.2)\n","Requirement already satisfied: urllib3>=1.23 in ./.venv/lib/python3.12/site-packages (from lightkurve) (2.2.2)\n","Requirement already satisfied: pyerfa>=2.0.1.1 in ./.venv/lib/python3.12/site-packages (from astropy>=5.0->lightkurve) (2.0.1.4)\n","Requirement already satisfied: astropy-iers-data>=0.2024.7.1.0.34.3 in ./.venv/lib/python3.12/site-packages (from astropy>=5.0->lightkurve) (0.2024.8.5.0.32.23)\n","Requirement already satisfied: PyYAML>=3.13 in ./.venv/lib/python3.12/site-packages (from astropy>=5.0->lightkurve) (6.0.1)\n","Requirement already satisfied: packaging>=19.0 in ./.venv/lib/python3.12/site-packages (from astropy>=5.0->lightkurve) (24.1)\n","Requirement already satisfied: html5lib>=0.999 in ./.venv/lib/python3.12/site-packages (from astroquery>=0.3.10->lightkurve) (1.1)\n","Requirement already satisfied: keyring>=15.0 in ./.venv/lib/python3.12/site-packages (from astroquery>=0.3.10->lightkurve) (25.3.0)\n","Requirement already satisfied: pyvo>=1.1 in ./.venv/lib/python3.12/site-packages (from astroquery>=0.3.10->lightkurve) (1.5.2)\n","Requirement already satisfied: soupsieve>1.2 in ./.venv/lib/python3.12/site-packages (from beautifulsoup4>=4.6.0->lightkurve) (2.5)\n","Requirement already satisfied: Jinja2>=2.9 in ./.venv/lib/python3.12/site-packages (from bokeh>=2.0.0->lightkurve) (3.1.4)\n","Requirement already satisfied: contourpy>=1.2 in ./.venv/lib/python3.12/site-packages (from bokeh>=2.0.0->lightkurve) (1.2.1)\n","Requirement already satisfied: pillow>=7.1.0 in ./.venv/lib/python3.12/site-packages (from bokeh>=2.0.0->lightkurve) (10.4.0)\n","Requirement already satisfied: tornado>=6.2 in ./.venv/lib/python3.12/site-packages (from bokeh>=2.0.0->lightkurve) (6.4.1)\n","Requirement already satisfied: xyzservices>=2021.09.1 in ./.venv/lib/python3.12/site-packages (from bokeh>=2.0.0->lightkurve) (2024.6.0)\n","Requirement already satisfied: cycler>=0.10 in ./.venv/lib/python3.12/site-packages (from matplotlib>=3.1->lightkurve) (0.12.1)\n","Requirement already satisfied: fonttools>=4.22.0 in ./.venv/lib/python3.12/site-packages (from matplotlib>=3.1->lightkurve) (4.53.1)\n","Requirement already satisfied: kiwisolver>=1.3.1 in ./.venv/lib/python3.12/site-packages (from matplotlib>=3.1->lightkurve) (1.4.5)\n","Requirement already satisfied: pyparsing>=2.3.1 in ./.venv/lib/python3.12/site-packages (from matplotlib>=3.1->lightkurve) (3.1.2)\n","Requirement already satisfied: python-dateutil>=2.7 in ./.venv/lib/python3.12/site-packages (from matplotlib>=3.1->lightkurve) (2.9.0.post0)\n","Requirement already satisfied: scipy in ./.venv/lib/python3.12/site-packages (from oktopus>=0.1.2->lightkurve) (1.14.0)\n","Requirement already satisfied: autograd in ./.venv/lib/python3.12/site-packages (from oktopus>=0.1.2->lightkurve) (1.6.2)\n","Requirement already satisfied: pytz>=2020.1 in ./.venv/lib/python3.12/site-packages (from pandas>=1.1.4->lightkurve) (2024.1)\n","Requirement already satisfied: tzdata>=2022.7 in ./.venv/lib/python3.12/site-packages (from pandas>=1.1.4->lightkurve) (2024.1)\n","Requirement already satisfied: six in ./.venv/lib/python3.12/site-packages (from patsy>=0.5.0->lightkurve) (1.16.0)\n","Requirement already satisfied: charset-normalizer<4,>=2 in ./.venv/lib/python3.12/site-packages (from requests>=2.22.0->lightkurve) (3.3.2)\n","Requirement already satisfied: idna<4,>=2.5 in ./.venv/lib/python3.12/site-packages (from requests>=2.22.0->lightkurve) (3.7)\n","Requirement already satisfied: certifi>=2017.4.17 in ./.venv/lib/python3.12/site-packages (from requests>=2.22.0->lightkurve) (2024.7.4)\n","Requirement already satisfied: joblib>=1.2.0 in ./.venv/lib/python3.12/site-packages (from scikit-learn>=0.24.0->lightkurve) (1.4.2)\n","Requirement already satisfied: threadpoolctl>=3.1.0 in ./.venv/lib/python3.12/site-packages (from scikit-learn>=0.24.0->lightkurve) (3.5.0)\n","Requirement already satisfied: webencodings in ./.venv/lib/python3.12/site-packages (from html5lib>=0.999->astroquery>=0.3.10->lightkurve) (0.5.1)\n","Requirement already satisfied: MarkupSafe>=2.0 in ./.venv/lib/python3.12/site-packages (from Jinja2>=2.9->bokeh>=2.0.0->lightkurve) (2.1.5)\n","Requirement already satisfied: jaraco.classes in ./.venv/lib/python3.12/site-packages (from keyring>=15.0->astroquery>=0.3.10->lightkurve) (3.4.0)\n","Requirement already satisfied: jaraco.functools in ./.venv/lib/python3.12/site-packages (from keyring>=15.0->astroquery>=0.3.10->lightkurve) (4.0.2)\n","Requirement already satisfied: jaraco.context in ./.venv/lib/python3.12/site-packages (from keyring>=15.0->astroquery>=0.3.10->lightkurve) (5.3.0)\n","Requirement already satisfied: future>=0.15.2 in ./.venv/lib/python3.12/site-packages (from autograd->oktopus>=0.1.2->lightkurve) (1.0.0)\n","Requirement already satisfied: more-itertools in ./.venv/lib/python3.12/site-packages (from jaraco.classes->keyring>=15.0->astroquery>=0.3.10->lightkurve) (10.3.0)\n","\n","\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip is available: \u001b[0m\u001b[31;49m24.0\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m24.2\u001b[0m\n","\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpip install --upgrade pip\u001b[0m\n","Note: you may need to restart the kernel to use updated packages.\n"]}],"source":["%matplotlib inline\n","%pip install lightkurve"]},{"cell_type":"code","execution_count":3,"metadata":{"cell_id":"ed542f91af504a5ea98a4a8e0944a87e","deepnote_cell_type":"code","deepnote_to_be_reexecuted":false,"execution_millis":1559,"execution_start":1722659137221,"source_hash":null},"outputs":[{"ename":"AttributeError","evalue":"module 'numpy' has no attribute 'msort'","output_type":"error","traceback":["\u001b[0;31m---------------------------------------------------------------------------\u001b[0m","\u001b[0;31mAttributeError\u001b[0m                            Traceback (most recent call last)","Cell \u001b[0;32mIn[3], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mlightkurve\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mlk\u001b[39;00m\n\u001b[1;32m      2\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mmatplotlib\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mpyplot\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mplt\u001b[39;00m\n","File \u001b[0;32m~/Navigation/sytizen/.venv/lib/python3.12/site-packages/lightkurve/__init__.py:109\u001b[0m\n\u001b[1;32m    107\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mlightcurve\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;241m*\u001b[39m\n\u001b[1;32m    108\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mlightcurvefile\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;241m*\u001b[39m\n\u001b[0;32m--> 109\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mcorrectors\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;241m*\u001b[39m\n\u001b[1;32m    110\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mtargetpixelfile\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;241m*\u001b[39m\n\u001b[1;32m    111\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mutils\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;241m*\u001b[39m\n","File \u001b[0;32m~/Navigation/sytizen/.venv/lib/python3.12/site-packages/lightkurve/correctors/__init__.py:19\u001b[0m\n\u001b[1;32m     17\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mpldcorrector\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;241m*\u001b[39m\n\u001b[1;32m     18\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01msffcorrector\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;241m*\u001b[39m\n\u001b[0;32m---> 19\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mcbvcorrector\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;241m*\u001b[39m\n\u001b[1;32m     20\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mregressioncorrector\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;241m*\u001b[39m\n","File \u001b[0;32m~/Navigation/sytizen/.venv/lib/python3.12/site-packages/lightkurve/correctors/cbvcorrector.py:30\u001b[0m\n\u001b[1;32m     28\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mlightcurve\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m LightCurve\n\u001b[1;32m     29\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mutils\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m channel_to_module_output, validate_method, LightkurveDeprecationWarning\n\u001b[0;32m---> 30\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01msearch\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m search_lightcurve\n\u001b[1;32m     31\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mregressioncorrector\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m RegressionCorrector\n\u001b[1;32m     32\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mcollections\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m LightCurveCollection\n","File \u001b[0;32m~/Navigation/sytizen/.venv/lib/python3.12/site-packages/lightkurve/search.py:21\u001b[0m\n\u001b[1;32m     18\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mrequests\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m HTTPError\n\u001b[1;32m     20\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m PACKAGEDIR, conf, config\n\u001b[0;32m---> 21\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mcollections\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m LightCurveCollection, TargetPixelFileCollection\n\u001b[1;32m     22\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mio\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m read\n\u001b[1;32m     23\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mtargetpixelfile\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m TargetPixelFile\n","File \u001b[0;32m~/Navigation/sytizen/.venv/lib/python3.12/site-packages/lightkurve/collections.py:12\u001b[0m\n\u001b[1;32m      9\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mastropy\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mutils\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mdecorators\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m deprecated\n\u001b[1;32m     11\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m MPLSTYLE\n\u001b[0;32m---> 12\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mtargetpixelfile\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m TargetPixelFile\n\u001b[1;32m     13\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mutils\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m LightkurveWarning, LightkurveDeprecationWarning\n\u001b[1;32m     16\u001b[0m __all__ \u001b[38;5;241m=\u001b[39m [\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mLightCurveCollection\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mTargetPixelFileCollection\u001b[39m\u001b[38;5;124m\"\u001b[39m]\n","File \u001b[0;32m~/Navigation/sytizen/.venv/lib/python3.12/site-packages/lightkurve/targetpixelfile.py:36\u001b[0m\n\u001b[1;32m     34\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m PACKAGEDIR, MPLSTYLE\n\u001b[1;32m     35\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mlightcurve\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m LightCurve, KeplerLightCurve, TessLightCurve\n\u001b[0;32m---> 36\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mprf\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m KeplerPRF\n\u001b[1;32m     37\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mutils\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m (\n\u001b[1;32m     38\u001b[0m     KeplerQualityFlags,\n\u001b[1;32m     39\u001b[0m     TessQualityFlags,\n\u001b[0;32m   (...)\u001b[0m\n\u001b[1;32m     46\u001b[0m     finalize_notebook_url\n\u001b[1;32m     47\u001b[0m )\n\u001b[1;32m     48\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mio\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m detect_filetype\n","File \u001b[0;32m~/Navigation/sytizen/.venv/lib/python3.12/site-packages/lightkurve/prf/__init__.py:2\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mprfmodel\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;241m*\u001b[39m\n\u001b[0;32m----> 2\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mtpfmodel\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;241m*\u001b[39m\n","File \u001b[0;32m~/Navigation/sytizen/.venv/lib/python3.12/site-packages/lightkurve/prf/tpfmodel.py:48\u001b[0m\n\u001b[1;32m     45\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mtqdm\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m tqdm\n\u001b[1;32m     46\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mwarnings\u001b[39;00m\n\u001b[0;32m---> 48\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01moktopus\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m Prior, GaussianPrior, UniformPrior, PoissonPosterior\n\u001b[1;32m     50\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mprfmodel\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m KeplerPRF\n\u001b[1;32m     51\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mutils\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m plot_image\n","File \u001b[0;32m~/Navigation/sytizen/.venv/lib/python3.12/site-packages/oktopus/__init__.py:3\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mos\u001b[39;00m\n\u001b[1;32m      2\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mversion\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m __version__\n\u001b[0;32m----> 3\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mloss\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;241m*\u001b[39m\n\u001b[1;32m      4\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mprior\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;241m*\u001b[39m\n\u001b[1;32m      5\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mlikelihood\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;241m*\u001b[39m\n","File \u001b[0;32m~/Navigation/sytizen/.venv/lib/python3.12/site-packages/oktopus/loss.py:2\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mabc\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m abstractmethod\n\u001b[0;32m----> 2\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mautograd\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mnumpy\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mnp\u001b[39;00m\n\u001b[1;32m      3\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mautograd\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m jacobian\n\u001b[1;32m      4\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mscipy\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01moptimize\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m minimize, differential_evolution, basinhopping\n","File \u001b[0;32m~/Navigation/sytizen/.venv/lib/python3.12/site-packages/autograd/__init__.py:2\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m__future__\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m absolute_import\n\u001b[0;32m----> 2\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mdifferential_operators\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m (\n\u001b[1;32m      3\u001b[0m     make_vjp, grad, multigrad_dict, elementwise_grad, value_and_grad,\n\u001b[1;32m      4\u001b[0m     grad_and_aux, hessian_tensor_product, hessian_vector_product, hessian,\n\u001b[1;32m      5\u001b[0m     jacobian, tensor_jacobian_product, vector_jacobian_product, grad_named,\n\u001b[1;32m      6\u001b[0m     checkpoint, make_hvp, make_jvp, make_ggnvp, deriv, holomorphic_grad)\n\u001b[1;32m      7\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mbuiltins\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m, \u001b[38;5;28mtype\u001b[39m, \u001b[38;5;28mtuple\u001b[39m, \u001b[38;5;28mlist\u001b[39m, \u001b[38;5;28mdict\u001b[39m\n\u001b[1;32m      8\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mautograd\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mcore\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m primitive_with_deprecation_warnings \u001b[38;5;28;01mas\u001b[39;00m primitive\n","File \u001b[0;32m~/Navigation/sytizen/.venv/lib/python3.12/site-packages/autograd/differential_operators.py:16\u001b[0m\n\u001b[1;32m     13\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mcore\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m make_vjp \u001b[38;5;28;01mas\u001b[39;00m _make_vjp, make_jvp \u001b[38;5;28;01mas\u001b[39;00m _make_jvp\n\u001b[1;32m     14\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mextend\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m primitive, defvjp_argnum, vspace\n\u001b[0;32m---> 16\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mautograd\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mnumpy\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mnp\u001b[39;00m\n\u001b[1;32m     18\u001b[0m make_vjp \u001b[38;5;241m=\u001b[39m unary_to_nary(_make_vjp)\n\u001b[1;32m     19\u001b[0m make_jvp \u001b[38;5;241m=\u001b[39m unary_to_nary(_make_jvp)\n","File \u001b[0;32m~/Navigation/sytizen/.venv/lib/python3.12/site-packages/autograd/numpy/__init__.py:5\u001b[0m\n\u001b[1;32m      3\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m numpy_boxes\n\u001b[1;32m      4\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m numpy_vspaces\n\u001b[0;32m----> 5\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m numpy_vjps\n\u001b[1;32m      6\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m numpy_jvps\n\u001b[1;32m      7\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m linalg\n","File \u001b[0;32m~/Navigation/sytizen/.venv/lib/python3.12/site-packages/autograd/numpy/numpy_vjps.py:563\u001b[0m\n\u001b[1;32m    561\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;01mlambda\u001b[39;00m g: unpermuter(g, sort_perm)\n\u001b[1;32m    562\u001b[0m defvjp(anp\u001b[38;5;241m.\u001b[39msort, grad_sort)\n\u001b[0;32m--> 563\u001b[0m defvjp(\u001b[43manp\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmsort\u001b[49m, grad_sort)  \u001b[38;5;66;03m# Until multi-D is allowed, these are the same.\u001b[39;00m\n\u001b[1;32m    565\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mgrad_partition\u001b[39m(ans, x, kth, axis\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m-\u001b[39m\u001b[38;5;241m1\u001b[39m, kind\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mintroselect\u001b[39m\u001b[38;5;124m'\u001b[39m, order\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m):\n\u001b[1;32m    566\u001b[0m     \u001b[38;5;66;03m#TODO: Cast input with np.asanyarray()\u001b[39;00m\n\u001b[1;32m    567\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mlen\u001b[39m(x\u001b[38;5;241m.\u001b[39mshape) \u001b[38;5;241m>\u001b[39m \u001b[38;5;241m1\u001b[39m:\n","File \u001b[0;32m~/Navigation/sytizen/.venv/lib/python3.12/site-packages/autograd/tracer.py:48\u001b[0m, in \u001b[0;36mprimitive.<locals>.f_wrapped\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m     46\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m new_box(ans, trace, node)\n\u001b[1;32m     47\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m---> 48\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mf_raw\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43margs\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n","File \u001b[0;32m~/Navigation/sytizen/.venv/lib/python3.12/site-packages/numpy/__init__.py:410\u001b[0m, in \u001b[0;36m__getattr__\u001b[0;34m(attr)\u001b[0m\n\u001b[1;32m    407\u001b[0m     \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mnumpy\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mchar\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mchar\u001b[39;00m\n\u001b[1;32m    408\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m char\u001b[38;5;241m.\u001b[39mchararray\n\u001b[0;32m--> 410\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mAttributeError\u001b[39;00m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmodule \u001b[39m\u001b[38;5;132;01m{!r}\u001b[39;00m\u001b[38;5;124m has no attribute \u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m    411\u001b[0m                      \u001b[38;5;124m\"\u001b[39m\u001b[38;5;132;01m{!r}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;241m.\u001b[39mformat(\u001b[38;5;18m__name__\u001b[39m, attr))\n","\u001b[0;31mAttributeError\u001b[0m: module 'numpy' has no attribute 'msort'"]}],"source":["import lightkurve as lk\n","import matplotlib.pyplot as plt"]},{"cell_type":"code","execution_count":null,"metadata":{"cell_id":"761d849c2fe54eaba5823561cd1c30ad","deepnote_cell_type":"code","deepnote_to_be_reexecuted":false,"execution_millis":203,"execution_start":1722659138796,"source_hash":null},"outputs":[],"source":["%matplotlib inline"]},{"cell_type":"markdown","metadata":{"cell_id":"c442c069edba417487871c6be5866acb","deepnote_cell_type":"text-cell-h1","formattedRanges":[]},"source":["# Kepler-22"]},{"cell_type":"code","execution_count":null,"metadata":{"cell_id":"f246ce495ee9415eaca35a8a7ec325e4","deepnote_cell_type":"code","deepnote_to_be_reexecuted":false,"execution_millis":34027,"execution_start":1722659138797,"source_hash":null},"outputs":[{"data":{"text/plain":["<AxesSubplot: xlabel='Time - 2457000 [BTJD days]', ylabel='Flux [$\\\\mathrm{e^{-}\\\\,s^{-1}}$]'>"]},"execution_count":4,"metadata":{},"output_type":"execute_result"},{"data":{"image/png":"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","text/plain":["<Figure size 848.5x400 with 1 Axes>"]},"metadata":{"image/png":{"height":376,"width":760}},"output_type":"display_data"}],"source":["TIC = 'KIC 10593626'\n","sector_data = lk.search_lightcurve(TIC, author = 'SPOC', sector = 74)\n","lc = sector_data.download()\n","lc.plot(linewidth = 0, marker = '.', color = 'midnightblue', alpha = 0.5)"]},{"cell_type":"code","execution_count":null,"metadata":{"cell_id":"729a7779c6ed4e699f0c6cc2626c0bce","deepnote_cell_type":"code","deepnote_to_be_reexecuted":false,"execution_millis":19503,"execution_start":1722659173436,"source_hash":null},"outputs":[{"data":{"text/plain":["<AxesSubplot: xlabel='Time - 2457000 [BTJD days]', ylabel='Flux [$\\\\mathrm{e^{-}\\\\,s^{-1}}$]'>"]},"execution_count":5,"metadata":{},"output_type":"execute_result"},{"data":{"image/png":"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","text/plain":["<Figure size 848.5x400 with 1 Axes>"]},"metadata":{"image/png":{"height":376,"width":760}},"output_type":"display_data"}],"source":["%matplotlib inline\n","bin_time = 15/24/60\n","lc_collection_binned = lc.bin(bin_time)\n","lc_collection_binned.plot(color = 'gold', lw = 0, marker = '.')"]},{"cell_type":"code","execution_count":null,"metadata":{"cell_id":"1aa067e2dd184055a85e57e6ddef83cd","deepnote_cell_type":"code","deepnote_to_be_reexecuted":false,"execution_millis":4935,"execution_start":1722659193470,"source_hash":null},"outputs":[{"data":{"text/plain":["<AxesSubplot: xlabel='Time - 2457000 [BTJD days]', ylabel='Flux [$\\\\mathrm{e^{-}\\\\,s^{-1}}$]'>"]},"execution_count":6,"metadata":{},"output_type":"execute_result"},{"data":{"image/png":"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","text/plain":["<Figure size 848.5x400 with 1 Axes>"]},"metadata":{"image/png":{"height":376,"width":777}},"output_type":"display_data"}],"source":["%matplotlib inline\n","bin_time = 15/24/15\n","lc_collection_binned = lc.bin(bin_time)\n","lc_collection_binned.plot(color = 'gold', lw = 0, marker = '.')"]},{"cell_type":"code","execution_count":null,"metadata":{"cell_id":"51722d2efb414ca281adbee82a0887e1","deepnote_cell_type":"code","deepnote_to_be_reexecuted":false,"execution_millis":19774,"execution_start":1722659199002,"source_hash":null},"outputs":[{"data":{"text/html":["SearchResult containing 7 data products.\n","\n","<table id=\"table140666821973952\">\n","<thead><tr><th>#</th><th>mission</th><th>year</th><th>author</th><th>exptime</th><th>target_name</th><th>distance</th></tr></thead>\n","<thead><tr><th></th><th></th><th></th><th></th><th>s</th><th></th><th>arcsec</th></tr></thead>\n","<tr><td>0</td><td>TESS Sector 40</td><td>2021</td><td><a href='https://heasarc.gsfc.nasa.gov/docs/tess/pipeline.html'>SPOC</a></td><td>120</td><td>158984573</td><td>0.0</td></tr>\n","<tr><td>1</td><td>TESS Sector 41</td><td>2021</td><td><a href='https://heasarc.gsfc.nasa.gov/docs/tess/pipeline.html'>SPOC</a></td><td>120</td><td>158984573</td><td>0.0</td></tr>\n","<tr><td>2</td><td>TESS Sector 53</td><td>2022</td><td><a href='https://heasarc.gsfc.nasa.gov/docs/tess/pipeline.html'>SPOC</a></td><td>120</td><td>158984573</td><td>0.0</td></tr>\n","<tr><td>3</td><td>TESS Sector 54</td><td>2022</td><td><a href='https://heasarc.gsfc.nasa.gov/docs/tess/pipeline.html'>SPOC</a></td><td>120</td><td>158984573</td><td>0.0</td></tr>\n","<tr><td>4</td><td>TESS Sector 55</td><td>2022</td><td><a href='https://heasarc.gsfc.nasa.gov/docs/tess/pipeline.html'>SPOC</a></td><td>120</td><td>158984573</td><td>0.0</td></tr>\n","<tr><td>5</td><td>TESS Sector 74</td><td>2024</td><td><a href='https://heasarc.gsfc.nasa.gov/docs/tess/pipeline.html'>SPOC</a></td><td>120</td><td>158984573</td><td>0.0</td></tr>\n","<tr><td>6</td><td>TESS Sector 75</td><td>2024</td><td><a href='https://heasarc.gsfc.nasa.gov/docs/tess/pipeline.html'>SPOC</a></td><td>120</td><td>158984573</td><td>0.0</td></tr>\n","</table>"],"text/plain":["SearchResult containing 7 data products.\n","\n"," #     mission     year author exptime target_name distance\n","                                  s                 arcsec \n","--- -------------- ---- ------ ------- ----------- --------\n","  0 TESS Sector 40 2021   SPOC     120   158984573      0.0\n","  1 TESS Sector 41 2021   SPOC     120   158984573      0.0\n","  2 TESS Sector 53 2022   SPOC     120   158984573      0.0\n","  3 TESS Sector 54 2022   SPOC     120   158984573      0.0\n","  4 TESS Sector 55 2022   SPOC     120   158984573      0.0\n","  5 TESS Sector 74 2024   SPOC     120   158984573      0.0\n","  6 TESS Sector 75 2024   SPOC     120   158984573      0.0"]},"execution_count":7,"metadata":{},"output_type":"execute_result"}],"source":["TIC = \"KIC 10593626\" #KOI 87.01\n","available_data_select = lk.search_lightcurve(TIC)[0:2]\n","lc_collection = available_data_select.download_all().stitch()\n","available_data_all = lk.search_lightcurve(TIC, author=\"SPOC\")\n","available_data_all\n","# lc_collection.plot(linewidth = 0, marker = '.', color = 'midnightblue', alpha = 0.5)"]},{"cell_type":"markdown","metadata":{"cell_id":"b4acfe5920d64bc8b2159e4c6f611b9a","deepnote_cell_type":"text-cell-h1","formattedRanges":[]},"source":["# Trappist-1f"]},{"cell_type":"code","execution_count":null,"metadata":{"cell_id":"c65228f0650e4d2bb9373f3a545500fc","deepnote_cell_type":"code","deepnote_to_be_reexecuted":false,"execution_millis":13412,"execution_start":1722659218819,"source_hash":null},"outputs":[{"name":"stderr","output_type":"stream","text":["/root/venv/lib/python3.9/site-packages/lightkurve/search.py:424: LightkurveWarning: Warning: 2 files available to download. Only the first file has been downloaded. Please use `download_all()` or specify additional criteria (e.g. quarter, campaign, or sector) to limit your search.\n","  warnings.warn(\n"]},{"data":{"text/plain":["<AxesSubplot: xlabel='Time - 2457000 [BTJD days]', ylabel='Flux [$\\\\mathrm{e^{-}\\\\,s^{-1}}$]'>"]},"execution_count":8,"metadata":{},"output_type":"execute_result"},{"data":{"image/png":"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","text/plain":["<Figure size 848.5x400 with 1 Axes>"]},"metadata":{"image/png":{"height":379,"width":748}},"output_type":"display_data"}],"source":["TIC = 'Trappist-1f'\n","available_data_all = lk.search_lightcurve(TIC, author=\"SPOC\")\n","available_data_all\n","sector_data = lk.search_lightcurve(TIC, author = 'SPOC', sector = 70)\n","lc = sector_data.download()\n","lc.plot(linewidth = 0, marker = '.', color = 'midnightblue', alpha = 0.5)"]},{"cell_type":"code","execution_count":null,"metadata":{"cell_id":"ac52dd7de6604a56949ced15e75d088b","deepnote_cell_type":"code","deepnote_to_be_reexecuted":false,"execution_millis":376,"execution_start":1722659232921,"source_hash":null},"outputs":[{"data":{"text/plain":["<AxesSubplot: xlabel='Time - 2457000 [BTJD days]', ylabel='Normalized Flux'>"]},"execution_count":9,"metadata":{},"output_type":"execute_result"},{"data":{"image/png":"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","text/plain":["<Figure size 848.5x400 with 1 Axes>"]},"metadata":{"image/png":{"height":376,"width":735}},"output_type":"display_data"}],"source":["lc_stitched = lc.normalize()\n","\n","lc_stitched.plot(color = 'gold', lw = 0, marker = '.')"]},{"cell_type":"code","execution_count":null,"metadata":{"cell_id":"c54a95703d0e40a7b747707840263b9c","deepnote_cell_type":"code","deepnote_to_be_reexecuted":false,"execution_millis":19669,"execution_start":1722659233770,"source_hash":null},"outputs":[{"data":{"text/plain":["<AxesSubplot: xlabel='Time - 2457000 [BTJD days]', ylabel='Normalized Flux'>"]},"execution_count":10,"metadata":{},"output_type":"execute_result"},{"data":{"image/png":"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","text/plain":["<Figure size 848.5x400 with 1 Axes>"]},"metadata":{"image/png":{"height":376,"width":745}},"output_type":"display_data"}],"source":["%matplotlib inline\n","bin_time = 15/24/60\n","lc_collection_binned = lc_stitched.bin(bin_time)\n","lc_collection_binned.plot(color = 'gold', lw = 0, marker = '.')"]},{"cell_type":"code","execution_count":null,"metadata":{"cell_id":"cc22e544716b4addb4945a1e1e1e629d","deepnote_cell_type":"code","deepnote_to_be_reexecuted":false,"execution_millis":5308,"execution_start":1722659253921,"source_hash":null},"outputs":[{"data":{"text/plain":["<AxesSubplot: xlabel='Time - 2457000 [BTJD days]', ylabel='Normalized Flux'>"]},"execution_count":11,"metadata":{},"output_type":"execute_result"},{"data":{"image/png":"iVBORw0KGgoAAAANSUhEUgAAAukAAAF4CAYAAADpFmdwAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjYuMCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy89olMNAAAACXBIWXMAAA9hAAAPYQGoP6dpAABduklEQVR4nO3deXgT5fo38G/SlbC2dKGtQCto2bGILFZkP4JpAUEPgqg/UF534FQ5B+GIIiIIWMHjgkdZ5ACCyI4oi5RFQCoiUNaWvUCh0A3adEnbef+oE7JM2skkaZL2+7kuL+xklntmMpN7nrnnGZUgCAKIiIiIiMhtqF0dABERERERmWKSTkRERETkZpikExERERG5GSbpRERERERuhkk6EREREZGbYZJORERERORmmKQTEREREbkZJulERERERG7G29UBeKLy8nJkZ2ejTp06UKlUrg6HiIiIiDyEIAgoLCxEYGAg1Grr7eVM0hXIzs7G6NGjXR0GEREREXmoxYsXIygoyOrnTNIVqFOnDgAgLCzM4grosccew2OPPeaKsIiIiIjIzel0OowePdqQT1rDJF0BscRl3rx50Gg0Lo6GiIiIiDxNVSXTfHCUiIiIiMjNMEknIiIiInIzTNKJiIiIiNwMa9KJiIjIo+h0OuTk5KC8vNzVoRAZqNVqBAQEOOx5RSbpRERE5BHKy8uxevVq/Pbbb64Ohciqbt264amnnqq0D3Q53DZJLywsxNq1a5GamorU1FTk5+dj/Pjx6NevX6XTpaamYufOnTh27BgyMzNRv359REdH49lnn0VERITF+Hq9HsuXL0dSUhLy8/MRGRmJUaNGISYmxlmrRkRERAqICXp8fDzuvfdeeHl5uTokIoOysjKcP38emzZtAgAMHz7crvm5bZJ++/ZtrFy5EsHBwYiKikJKSoqs6dasWYNTp04hNjYWkZGRyM3NxebNmzFhwgTMnTsXzZs3Nxl/3rx52LdvHwYNGoTw8HD88ssvmDZtGmbMmIG2bds6Y9WIiIjIRjqdzpCg9+nTx9XhEEmKjIwEAGzatAnx8fF2lb64bZIeGBiIpUuXIiAgAGlpaUhISJA13ZAhQ/DWW2/Bx8fHMKxHjx54/fXX8cMPP+DNN980DE9NTcWePXswevRoDB06FADQp08fvP7661iyZAnmzJnj2JUiIiIiRXJycgAA9957r4sjIaqc+B3NycmxK0l3295dfHx8EBAQYPN0rVu3NknQASA8PBzNmjVDenq6yfB9+/ZBrVZjwIABhmG+vr7o378/Tp8+jZs3byoLnoiIiBxKfEiUJS7k7sTvqL0PNrttku5IgiAgNzcXDRo0MBl+/vx5REREWFzl3H///QCACxcuVFuMRERERESiWpGk79q1C1lZWejRo4fJ8OzsbMnWenFYVlZWpfPV6XSy/tPr9Y5bGSIiInvlLADORlb8S0RuyW1r0h0lPT0dCxYsQKtWrSweNCkpKbEojQEqSl7EzyszevRoWTGMGDECI0eOlBkxERGRk2XNAkovVfwb8LKro6lV4uPjqxxn/PjxaN++PV588UVMmjQJsbGxhs8EQcDOnTuxbds2XLx4ESUlJQgNDcVDDz2EIUOGoHHjxpLzvHLlCjZv3oxjx47hxo0baNSoER588EE888wzaNiwoWG8t99+G8ePH5ecx8SJE/Hoo48CAIqKirBq1Srs3bsXOTk5CAoKQt++fTFs2DCTkqRLly5hyZIlSE1NRVlZGSIjIzFy5Eh06NDBZN47duzADz/8gBs3biA4OBjx8fEm20qn02H9+vU4dOgQrl27Bh8fH9x333147rnnDA9rAsCNGzfw4osvWsQeHR2NuXPn2rRM0bZt27BmzRrcvHkTERERePbZZ9GlSxfJbeRINTpJz8nJwfvvvw+NRoNJkyZZ1LH5+vpKtnKLybmYrFuzePFiWQ8ESF0IEBERuUzjSRUJeuNJro6k1jHvlGLixImIi4tDz549DcPCwsJQVFRkMa0gCJg7dy5+/fVXQ0Jcp04dpKen46effsL169cxZcoUyeUeOXIEJ06cwIABAxAVFYXMzEwsX74cKSkp+PTTTw25yiuvvAKdTmcy7caNG7F//3507NjRMOyrr77C/v378dxzz6Fp06Y4ffo0li9fjqKiIjz33HMAgLy8PPz73/9GaGgoxo0bB29vb2zatAnvvfceEhMTDcn13r17MX/+fAwaNAidO3fGiRMn8M0330ClUiEuLg4AcPPmTfz888/o378/Ro0aBb1ej3Xr1uGtt97CJ598gqZNm5rE/Nxzz6F9+/aGv+vUqWPyuZxlAsCePXvw2Wef4e9//zs6dOiAvXv34sMPP8SsWbPQqlUryW3tKDU2SS8oKMB7772HgoICzJo1S/LKMjAwULKkRXyC3NrVqEij0TjsrVJERETVJuBltqC7iFRiFxwcbDFcKknfsmUL9uzZg3HjxqF///6G4e3bt8djjz2GP//80+pyH330UWi1WqhUKsOw8PBw/POf/0RycrKhtb5Zs2YW086dOxcxMTGGFvfy8nLs3bsXQ4cOhVarBQB06NABV69exd69ew1J+tGjR5Gbm4u5c+ciNDQUANCuXTuMHDkSv/32myFJX758Obp3746xY8cCAGJiYlBQUIAVK1ZgwIAB8Pb2RmhoKP773//C39/fEFeHDh3wwgsvYMuWLXjppZdMYg4PD680iZazTABYsWIFevTogVGjRhmWefHiRaxcuRLvvfee1fk7Qo2sSS8pKcH06dNx9epVTJ06VfILBwBRUVG4evWqxRXjmTNnDJ8TERERuYP169ejRYsWJgm6yMvLC507d7Y6bYMGDUwSdOBuV4HZ2dlWpzt16hRu3Lhh0tIvCALKysosGio1Gg0EQTD8XVpaCgCoW7euYZivry+8vb0N4xUVFeHatWsWL5GMiYnBnTt3cPr0aQCAv7+/SYIOVLSOh4WFVfkMoTm5y7x+/TquXr2KRx55xGS8Hj164OjRo05/5tDjk/SioiKkp6cjLy8PQMXbnmbPno3Tp09j0qRJlV5FxcbGory8HD///LNhmF6vx44dOxAdHY3g4GCnx09ERERUlVu3buH69evo1KmTw+Z58uRJALAoFTG2e/du+Pv7o1u3boZhXl5e6Nu3L3788UekpqaisLAQR44cQVJSkkmpSJcuXdCoUSMsXLgQ2dnZyMvLw7fffguVSoXevXsDqEjkBUGwKA0W/zbvPttYfn4+Ll26JBn/F198gcGDB2PUqFH4z3/+gzt37hg+k7vMK1euAADuuecek/GaNm2K0tJSXL9+3WpsjuDW5S6bN29GQUGB4QopOTnZ8P9xcXGoW7cu0tLSMHnyZMPDmYsWLcLBgwfRpUsX3LlzB0lJSSbzFL8UQMVDBLGxsVi6dCny8vIQFhaGnTt3IjMzE+PGjau+FSUiIiLHyVlwt+a+srIeuePZOq4TiPmPoxoQS0pKsGjRItx7770mtebGysrK8Ouvv6JLly4WrdivvPIKvvjiC5OXRD711FMYMmSI4e969erho48+wvvvv4/nn38eAFC/fn289957aNKkiWGc+vXrIzU1Ff369TNMK1Y15OfnW12HJUuWQKVSYeDAgYZhPj4+GDhwIDp16oS6desiNTUV33//Pc6ePYuPP/4Y3t7espcp/luvXj2T5Yp/VxabI7h1kr5u3TpkZmYa/j5w4AAOHDgAAOjVq5fJ7RPR+fPnAVQk9MnJyRafGyfpAJCQkIBly5YhKSkJ+fn5iIyMxNSpU9GuXTtHrgoRERFVF7m919jSy42b9IhjXrKi1Oeff44bN25gzpw5Vuf5559/Ii8vz6TURfTtt9/i0KFDeOONNxAeHo4zZ87gu+++Q7169Qxvcc/NzcWMGTPQpEkTvPjii1Cr1di6dSumT5+OWbNmGVrAH3/8caxbtw5t2rRB586dcfLkSWzcuLHS+Hfs2IGtW7diwoQJCAoKMgwPDAzEq6++avi7ffv2aNasGd5//30cOHDA0B23kmVWN7dO0hcuXFjlOO3bt8emTZsMf8+cOdOmZfj6+mLMmDEYM2aMzfERERGRG5Lbe40tvdy4uEccsTMLR7wN/X//+x92796NqVOnonnz5lbH2717N+rXr29RYnPp0iWsW7cO77zzjqErwnbt2qG0tBTLli3DgAEDoNFosGbNGuTn52PevHmGUpKOHTvitddew8qVKzFx4kQAFS3w169fR2JiIgRBgL+/P/7v//4PCxYsQGBgoEVchw4dwmeffYbhw4ejb9++Va5v586d4e/vj3PnzhmSdDnLFFvMCwoKTN6rY62F3dHcOkknIiIispnc3mts6eXGxT3iBAUFISwsDIcPH8azzz6reD6bNm3C6tWrMWHChErr24uLi3Hw4EH06tXL0NOJ6PLlywAsO9ho0aIF9Ho9srKyoNFokJ6ejnvuucek9tvLywuRkZEm9dx+fn546623MHbsWOTk5KBJkyaGZURHR5ss4/Tp05g1axb69Olj6HFFCTnLFGvRr1y5YlKXfuXKFXh7extKdpzF4x8cJSIiIqoNBg8ejLNnz+KXX36x+Ky8vBx//PFHpdPv3r0bX3/9NZ577jmLFzyaS05ORmFhoWSpS0hICADg3LlzJsPPnj0LlUplqJsPCQnBlStXTF4OWVZWhosXLxrmYaxhw4aIjIyEv78/fvzxR7Rt29YkOb58+TLef/99dOjQAa+99lql8Rv7/fffUVRUhPvuu8+mZTZp0gQRERHYt2+fyTR79+5Fx44dnf4eHLakExEREXmAxx9/HCdPnsSnn36KU6dOoWvXrvD398eVK1fw888/IyQkBA8++KDktCkpKZg3bx46dOiAdu3aGboZBCpa6Y3ruoGKhD44OBht2rSxmFfLli3RsmVLfP7558jNzUVYWBhSU1OxevVq9OvXz/CQ6d/+9jds27YNH3zwAeLi4qBWq/Hzzz/j2rVreP311w3zO3ToEDIyMtCsWTPk5+dj165dSElJwUcffWQYJzc3F++++y58fX0xePBgpKWlGT7TaDSG7rYXLlwIlUqF6Oho1KtXzxBXy5YtTXqokbNMoOKt8R9//DGaNGlieJlRamoqZs2aVeX+sheTdCIiIiIPoFKp8NZbbyEmJgbbtm3Dnj17oNfrERoaii5duuCJJ56wOm1KSgpKS0tx9OhRHD161OQzsYc8UX5+Pv744w8MHjxY8qFSLy8vTJ06FcuWLcPq1auRm5uL4OBgDBs2DMOGDTOM17JlS0ybNg0rV67EvHnzUF5ejmbNmuHdd9816aDDy8sL27dvx7Vr1+Dt7Y127dphzpw5Jl0rpqen49atWwCAf//73ybxtGvXzvBMYtOmTbFlyxZs3boVxcXFaNy4Mfr3749nnnnG5M3zcpYJAD179kRxcTF++OEH/PDDD7jnnnswefJkp79tFABUgnGv8ySLTqfD8OHDsWrVKr5xlIiIqBqkp6cjMTERCQkJlfbrTeRqVX1X5eaRbEm3Q0JCAtRq07J+rVZreEUuEREREZESTNLtkJiYyJZ0IiIiInI49u5CRERERORmmKQTEREREbkZJulERETk9sRnwMrKylwcCVHlxO+o+XOLtmKSTkRERG5PfC37+fPnXRwJUeXE76j4nVWKD44SERGR29NoNOjWrRs2bdoEALj33ntN+r0mcrWysjKcP38emzZtQrdu3ezuXIRJOhEREXmEp556CgAMiTqRO+rWrZvhu2oPJulERETkEdRqNYYPH474+Hjk5OSgvLzc1SERGajVagQEBDise24m6URERORRNBoN31NCNR4fHCUiIiIicjNM0omIiIiI3AyTdCIiIiIiN8OadDskJCRYdFSv1Wqh1WpdFBERERER1QRM0u2QmJjIB1eIiIiIyOFY7kJERERE5GaYpBMRERERuRkm6UREREREboZJOhERERGRm2GSTkRERETkZpikExERERG5GSbpRERERERuhkk6EREREZGbYZJORERERORmmKQTEREREbkZb1cH4MkSEhKgVpte52i1Wmi1WhdFREREREQ1AZN0OyQmJkKj0bg6DCIiIiKqYVjuQkREVJvkLADORlb8S0Rui0k6ERFRbZI1Cyi9VPEvEbktJulERES1SeNJgHfzin+JyG2xJp2IiKg2CXi54j8icmtsSSciIiIicjNM0omIiIiI3AyTdCIiIiIiN8MknYiIiIjIzTBJJyIiIiJyM0zSiYiIiIjcDJN0IiIiIiI3w37S7ZCQkAC12vQ6R6vVQqvVuigiIiIiIqoJmKTbITExERqNxtVhEBEREVENw3IXIiIiIiI3wySdiIiIiMjNMEknIiIiInIzTNKJiIiIiNyMoiQ9Pz9f9rhpaWlKFkFEREREVGspStJff/11HD16tNJxBEHAqlWr8M9//lNRYEREREREtZWiLhhzcnIwdepUDBo0CM8//zy8vU1nk5mZicTERJw8eRINGjRQFFhhYSHWrl2L1NRUpKamIj8/H+PHj0e/fv0cOm1KSgomT54sOZ85c+agVatWiuInIiIiIlJKUZL+4YcfIjExERs3bsTRo0fx5ptvonnz5gCApKQkfPXVV9DpdIiJicGECRMUBXb79m2sXLkSwcHBiIqKQkpKilOnjY+Px3333WcyLCwszOa4iYiIiIjspShJb9u2Lf7zn//giy++wJ49e5CQkIBnnnkG586dw969e+Hj44OxY8ciPj5ecWCBgYFYunQpAgICkJaWhoSEBKdO27ZtW8TGxiqOl4iIiIjIURS/cVSj0eCtt95C586d8cUXX+Dbb78FALRo0QIJCQlo2rSpXYH5+PggICCgWqfV6XTw8/ODl5eXouUSERERETmC4iQdAMrKynDx4kUUFxdDEAQAQGlpKcrLyx0SXHWaP38+CgsLoVar0bZtW4wePdqi/MWcTqeTNW8fHx/4+Pg4IkwiIiIiqgUUJ+lXr17F3Llzcf78eQQGBuKVV17Bnj17DOUvzz33HAYPHuzIWJ3C29sbDz/8MDp37owGDRrg8uXLWLduHSZNmoTZs2ejRYsWVqcdPXq0rGWMGDECI0eOdFTIRERERFTDKUrSf/rpJyxatAjFxcWIjY3Fa6+9hnr16qFLly546KGH8OWXX2LRokX4448/MGHCBAQGBjo6bodp3bo1Wrdubfi7a9euiI2NxRtvvIGlS5di2rRpVqddvHgxNBpNlctgKzoRERER2UJRkv7ll1+iTp06mDBhAvr06WPyWc+ePdG2bVskJibiyJEjeOONN7B8+XKHBFtdwsPD0a1bN+zfvx9lZWVWa9Q1Go2sJJ2IiIiIyBaKXmbUqlUrzJ8/3yJBFwUFBWHGjBl4/vnnUVhYaFeArhIUFITS0lIUFxe7OhQiIiIiqmUUtaTPmjULanXl+b1KpcKwYcPQqVMnRYG52vXr1+Hr6wt/f39Xh0JEREREtYyilvSqEnRjUVFRShYhW1FREdLT05GXl6doeqnpLly4gOTkZMTExNi0rkREREREjmBXF4zOtnnzZhQUFCArKwsAkJycbPj/uLg41K1bF2lpaZg8ebJFDypypgWA2bNnw9fXF61atUKjRo1w+fJlbN26FX5+fnj++eerc3WJiIiIiAAoTNJt7Vpxw4YNShaDdevWITMz0/D3gQMHcODAAQBAr169DIm2PdN27doVu3fvxoYNG6DT6dCwYUN0794dI0aMQHh4uKK4iYiIiIjsoShJDwoKkhwuCAJycnJQVlYGAAgODlYeGYCFCxdWOU779u2xadMmRdMCwKBBgzBo0CCbYyMiIiIichZFSXplCXB5eTmOHTuG//73v4iMjMTEiRMVB0dEREREVBs5/KlItVqNBx54AFOnTsWhQ4fwww8/OHoRREREREQ1mtO6LmnSpAmio6OxY8cOZy2CiIiIiKhGcmr/gn5+frh165YzF0FEREREVOM4rQvGzMxMHD9+HI0aNXLWIlwuISHBoh91rVYLrVbrooiIiIiIqCZQlKTv3LnT6meFhYW4du0akpKSUFhYiMcff1xxcO4uMTERGo3G1WEQERERUQ2jKEmfN28eVCqV1c8FQQAA9O7dG88884yyyIiIiIiIailFSfrTTz9tNUn39vZGQEAA2rVrhyZNmtgVHBERERFRbaQoSR85cqSj4yAiIiIior84tXcXIiIiIiKyHZN0IiIiIiI3I6vcZcqUKXYtZMaMGXZNT0RERERUm8hK0lNSUhQvoLJeYIiIiIiIyJKsJP2bb75xdhxERERERPQXWUl6SEiIs+MgIiIiIqK/8MFRIiIiIiI3IytJnz9/PrZv3+7sWIiIiIiICDLLXX755RcAQP/+/S0+Gzx4MPr27Ytx48Y5NjIPkJCQALXa9DpHq9VCq9W6KCIiIiIiqgkUvXHUmCAIEATBEbF4nMTERGg0GleHQUREREQ1DGvSiYiIiIjcDJN0IiIiIiI3wySdiIiIiMjNMEknIiIiInIzsh8c3bdvH1JSUiyGq1Qqq5+Jn3/99dfKIyQiIiIiqmVkJ+lFRUUoKiqy+TOVSqUsMiIiIiKiWkpWkv7NN984Ow4iIiIiIvqLrCQ9JCTE2XEQEREREdFf+OAoEREREZGbYZJORERERORmmKQTEREREbkZ2b27kKWEhASo1abXOVqtFlqt1kUREREREVFNwCTdDomJidBoNK4Og4iIiIhqGJa7EBERERG5GSbpRERERERuhkk6EREREZGbkVWTvnPnTrsW0qdPH7umJyIiIiKqTWQl6fPmzYNKpbJ55oIgQKVSMUknIiIiIrKBrCT96aeftkjSMzIysGvXLvj5+SEmJgYhISEAgMzMTBw5cgRFRUXo1asXwsLCHB81EREREVENJitJHzlypMnf165dQ0JCAnr16oWxY8eifv36Jp/n5+fj66+/RnJyMubOneu4aImIiIiIagFFD45+++23qFevHsaPH2+RoANAvXr1MG7cONStWxfffvut3UESEREREdUmipL0lJQUREdHw8vLy+o4Xl5eiI6OxvHjxxUHR0RERERUGylK0ktKSpCTk1PleLm5udDr9UoWQURERERUaylK0iMjI3HixAkcOXLE6jhHjx7F8ePHERkZqTA0IiIiIqLaSdaDo+aeeuopzJgxA++//z569uyJHj16IDg4GABw8+ZN/Prrr9i1axcA4Mknn3RYsO4mISEBarXpdY5Wq4VWq3VRRERERERUEyhK0rt27YpXXnkF33zzDX755ReLlx0JggAfHx/8v//3/9C1a1eHBOqOEhMTodFoXB0GEREREdUwipJ0ABg4cCAefPBBbN++HSdPnkR2djYAIDAwEG3atEG/fv0QGhrqsECJiIiIiGoLxUk6AISEhOCZZ55xVCxERERERASFD44SEREREZHz2NWSfvnyZWzduhVpaWm4ffs2unbtitGjRwMATp06hbS0NPTu3VvyhUdERERERCRNcZK+fv16fPvttygrKwMAqFQq3L5922SchQsXwsfHBwMHDrQvSiIiIiKiWkRRkv77779j0aJFCA0NxZgxY9CmTRs8++yzJuO0bt0aDRo0wMGDBxUl6YWFhVi7di1SU1ORmpqK/Px8jB8/Hv369XP4tHq9HsuXL0dSUhLy8/MRGRmJUaNGISYmxua4iYiIiIjspagmff369fD398f06dPRvXt3NGzYUHK8e++9F1evXlUU2O3bt7Fy5Uqkp6cjKirKqdPOmzcP69evR8+ePTF27Fio1WpMmzYNJ06cUBQ7EREREZE9FCXp586dQ3R0NJo0aVLpeA0aNEBOTo6iwAIDA7F06VIsWrTIUOfujGlTU1OxZ88ePPfccxgzZgwGDBiAGTNmICQkBEuWLFEUOxERERGRPRQl6Xq9HnXq1KlyvNzcXHh5eSlZBHx8fBAQEOD0afft2we1Wo0BAwYYhvn6+qJ///44ffo0bt68qSgGIiIiIiKlFNWkh4aG4sKFC5WOo9frcfHiRYSHhysKrLqcP38eERERFm8Ovf/++wEAFy5cQHBwsOS0Op1O1jJ8fHzg4+NjX6BEREREVGsoStK7du2KtWvXYv369RgyZIjkOGvXrsXt27cxaNAge+JzuuzsbMlWd3FYVlaW1WnlluGMGDECI0eOVBYgEREREdU6ipL0YcOGYdeuXVi8eDHOnDmD7t27A6gobzlw4AAOHDiA3bt3IzQ0FFqt1qEBO1pJSYlkK7evr6/hc2sWL15s0QIvha3oRERERGQLRUl6vXr18MEHH2DWrFnYt28f9u/fDwA4fPgwDh8+DEEQ0LRpU0yZMkVWEutKvr6+0Ov1FsPF5FxM1qVoNBq3Xz8iIiIi8jyKX2YUERGB+fPnIzk5GX/++ScyMzNRXl6OoKAgPPDAA3j44YcVPzRanQIDAyVLWsReaRo3blzdIRERERFRLac4SQcAtVqNbt26oVu3bo6Kp9pFRUXh2LFj0Ol0Jq3iZ86cMXxORERERFSdFHXBePz4cZw8ebLK8a5evYrjx48rWYRsRUVFSE9PR15enqLpY2NjUV5ejp9//tkwTK/XY8eOHYiOjrbaswsRERERkbMoakmfPHkyVCoVHnroIbz11lvw9/eXHG/16tVISkrChg0bFAW3efNmFBQUGMpRkpOTDf8fFxeHunXrIi0tDZMnT7boQUXOtAAQHR2N2NhYLF26FHl5eQgLC8POnTuRmZmJcePGKYqbiIiIiMgeistdVCoVkpOTMXHiRLzzzjsICQlxZFwAgHXr1iEzM9Pwt9hzDAD06tXLkGjbO21CQgKWLVuGpKQk5OfnIzIyElOnTkW7du0cvUpERERERFVSnKT37NkT9erVw6ZNm/Dmm2/iX//6l8OT2oULF1Y5Tvv27bFp0yZF04p8fX0xZswYjBkzxqb4iIiIiIicQVFNOlDx0OjYsWPx2muvIT8/H++8845JXTcRERERESmjOEkXPfbYY/jggw9Qt25dfPnll/jqq69QXl7uiNiIiIiIiGolu5N0AGjbti0SExPRrFkzbNmyBe+++y7y8/MdMWsiIiIiolrHIUk6AISEhGDOnDno2rUrjh49ioSEBFy/ft1RsyciIiIiqjXsepmROX9/f0yePBnLli3D999/jxs3bjhy9m4nISEBarXpdY5Wq4VWq3VRRERERERUEyhK0vv06YM2bdpY/XzUqFFo3rw5li5dCkEQFAfn7hITE03eUkpERERE5AiKkvQJEyZUOU6PHj3Qo0cPJbMnIiIiIqrVHFaTTkREREREjiGrJf348eMAgPvvvx++vr6Gv+XimzuJiIiIiOSTlaRPnjwZKpUKX3zxBSIiIgx/y7VhwwbFARIRERER1TaykvTevXtDpVIZHpIU/yYiIiIiIseTlaT/4x//qPRvIiIiIiJyHD44SkRERETkZpikExERERG5GVnlLjt37rRrIX369LFreiIiIiKi2kRWkj5v3jxFD4oKggCVSsUknYiIiIjIBrKS9Keffpq9uRARERERVRNZSfrIkSOdHYdHSkhIgFptWtav1Wqh1WpdFBERERER1QSyknSSlpiYaOg7noiIiIjIUdi7CxERERGRm7GrJT0zMxO///47rl27hsLCQgiCYDGOSqXCuHHj7FkMEREREVGtojhJ/+6777Bq1SqTxFz8f/EhU7F3FybpRERERETyKUrS9+7di++++w4hISH4+9//jn379uHIkSOYNm0arl+/jl9//RUpKSkYPHgwunTp4uiYiYiIiIhqNEVJ+o8//ghvb298+OGHCAkJwcmTJwEAMTExAICBAwdi/fr1WLJkCbp16+a4aImIiIiIagFFD45evHgRrVu3RkhICADT8hbRkCFDEBERge+//94BYRIRERER1R6KknS9Xo9GjRoZ/vbx8QEAFBQUmIwXFRWFtLQ05dEREREREdVCipL0wMBA5OXlGf5u3LgxAODSpUsm4926dQvl5eV2hEdEREREVPsoStKbN2+Oq1evGv5u3749BEHAihUrUFRUBKDi4dKTJ0+iWbNmjomUiIiIiKiWUPTgaJcuXZCcnIyjR4+iY8eOaNOmDdq3b4+UlBSMGDECderUQUFBAVQqFYYPH+7omImIiIiIajRFSXrv3r3Rpk0bNGzY0DBsypQpWLx4MX777Tfk5+ejadOmePLJJ/Hggw86LFgiIiIiotpAJUi9JpQqpdPpMHz4cERERECtNq0Y0mq10Gq1LoqMiIiIiNyZmEeuWrUKGo3G6niK3zhKQGJiYqUbl4iIiIhICUUPjhIRERERkfMobkm/dOkS1q1bh+PHjyMnJwelpaVWx92wYYPSxRARERER1TqKkvSUlBS899570Ov1UKlUqFevHvz9/R0dGxERERFRraQoSV+yZAn0ej3+/ve/Y+jQoazLJiIiIiJyIEVJ+sWLFxEdHY1Ro0Y5Oh4iIiIiolpP0YOj9evXR0hIiKNjISIiIiIiKEzSO3fujDNnzqCsrMzR8RARERER1XqKkvRnn30WKpUKn376KQoKChwdExERERFRraaoJr1hw4b4+OOP8fbbb+OFF17Afffdh8DAQIu3bwKASqXCuHHj7A6UiIiIiKi2UJSk63Q6fPTRR7hy5QoEQcDRo0etjssknYiIyA3lLACyZgGNJwEBL7s6GiIyoyhJX7RoEVJSUtC8eXP87W9/Q5MmTdhPOhERkSfJmgWUXqr4l0k6kdtRlKQfPHgQQUFBmDNnTq1OzhMSEixKfLRaLbRarYsiIiIikqnxpLst6UTkdhQl6cXFxWjXrl2tTtABIDExkS9yIiIizxTwMlvQidyYot5d7r33XuTk5Dg6FiIiIiIigsIk/emnn8bp06fxxx9/ODoeIiIiIqJaT1G5i7e3N7RaLaZPn46ePXsiJiYGjRs3hkqlkhy/Xbt2dgVJRERERFSbKErSJ0+eDJVKBUEQkJSUhF27dlU6/oYNG5QshoiIiIioVlKUpPfu3dtqqzkREREREdlHUZL+j3/8w9FxWCgsLMTatWuRmpqK1NRU5OfnY/z48ejXr5+s6fV6PZYvX46kpCTk5+cjMjISo0aNQkxMjMl4KSkpmDx5suQ85syZg1atWtm9LkREREREtlCUpI8fPx5hYWGYNMl5favevn0bK1euRHBwMKKiopCSkmLT9PPmzcO+ffswaNAghIeH45dffsG0adMwY8YMtG3b1mL8+Ph43HfffSbDwsLC7FoHIiIiIiIlFCXpV69exT333OPoWEwEBgZi6dKlCAgIQFpaGhISEmRPm5qaij179mD06NEYOnQoAKBPnz54/fXXsWTJEsyZM8dimrZt2yI2NtZh8RMRERERKaWoC8bw8HDcuXPH0bGY8PHxQUBAgKJp9+3bB7VajQEDBhiG+fr6on///jh9+jRu3rwpOZ1Op0NZWZmiZRIREREROYqilvT+/ftj8eLFSE9PR9OmTR0dk93Onz+PiIgIi7eB3n///QCACxcuIDg42OSz+fPno7CwEGq1Gm3btsXo0aMtyl+IiIiIiKqDoiQ9Pj4ely9fxuTJkzFs2DB06dIFwcHB8PHxcXR8imRnZ0u2wovDsrKyDMO8vb3x8MMPo3PnzmjQoAEuX76MdevWYdKkSZg9ezZatGhhdTk6nU5WPD4+Pm6zbYiIiIjI/SlK0gcPHgwAEAQBixcvxuLFiysdv7r7SS8pKZFMin19fQ2fi1q3bo3WrVsb/u7atStiY2PxxhtvYOnSpZg2bZrV5YwePVpWPCNGjMDIkSPlhk9EREREtZyiJD0oKMjRcTiUr68v9Hq9xXAxOReTdWvCw8PRrVs37N+/H2VlZfDy8pIcb/HixRYlNVLYik5EREREtlCUpC9cuNDRcThUYGCgSUmLKCcnBwDQuHHjKucRFBSE0tJSFBcXW03ENRqNrCSdiIiIiMgWinp3cXdRUVG4evWqRc34mTNnDJ9X5fr16/D19YW/v79TYiQiIiIissZhSXp+fj7y8/MdNTvZioqKkJ6ejry8PMOw2NhYlJeX4+effzYM0+v12LFjB6Kjo016djGeTnThwgUkJycjJiYGanWNvI4hIiIiIjemqNxFdOjQIWzcuBGnTp0yqfdu06YN4uPj0blzZ7uC27x5MwoKCgylK8nJyYb/j4uLQ926dZGWlobJkyebPJwZHR2N2NhYLF26FHl5eQgLC8POnTuRmZmJcePGmSxj9uzZ8PX1RatWrdCoUSNcvnwZW7duhZ+fH55//nm74iciIiIiUkJxkv71119j8+bNEAQBQEV9tkqlQkFBAf78808cOXIE8fHxePHFFxUHt27dOmRmZhr+PnDgAA4cOAAA6NWrF+rWrWt12oSEBCxbtgxJSUnIz89HZGQkpk6dinbt2pmM17VrV+zevRsbNmyATqdDw4YN0b17d4wYMQLh4eGKYyciIiIiUkoliFm2Dfbu3Ys5c+agYcOGGD58OHr37m1ImHU6HZKSkrBq1Srk5eXhrbfeQo8ePRweuCvpdDoMHz4cq1at4oOjRERERCSb3DxSUcH1jz/+CB8fH8yaNctQdiLSaDTQarWYOXMmvL29sWXLFiWLICIiIiKqtRQl6RcvXkSHDh0QERFhdZyIiAh06NABFy5cUBwcEREREVFtpChJ1+v1srom9Pf3l3ypEBEREblAzgLgbGTFv0Tk1hQl6WFhYTh+/DiKioqsjlNUVITjx48jLCxMcXBERETkQFmzgNJLFf8SkVtTlKQ/8sgjyMvLw4wZM3Dt2jWLzzMyMjBz5kzcvn27xj00SkRE5LEaTwK8m1f8S0RuTVEXjE888QQOHjyIo0eP4tVXX0WLFi0QEhICALh58ybOnj2L8vJytGzZEkOGDHFkvG4lISHB4mVHWq0WWq3WRRERERFVIuDliv+IyO0pStL9/Pzw4YcfYunSpdi+fTvS0tKQlpZm+NzX1xf9+/fHc889Bz8/P4cF624SExPZBSMREREROZzilxnVqVMHL730Ep5//nmcO3cO2dnZAIDAwEC0aNFC1oOlRERERERkSXGSLvL390fbtm0dEQsREREREUHhg6NEREREROQ8slrSv/vuO7sWMmLECLumJyIiIiKqTWQn6SqVCoIgyJ6xSqUy/D+TdCIiIiIi+WQl6c8995xNM83KysL27dtRUlJikqwTEREREVHVZCXpTz75pKyZ5eTkYPXq1di2bRv0ej00Gg0GDRpkV4BERERERLWN3b27AEBeXh5++OEH/PTTT9Dr9fD398cTTzyBIUOGoF69eo5YBBERERFRrWFXkn779m2sWbMGP/30E4qKiuDv749hw4bhiSeeQP369R0VIxERERFRraIoSc/Pz8fatWuxefNmQ3I+dOhQDB06FA0aNHB0jEREREREtYpNSXpBQQHWrVuHzZs3Q6fTwc/PD0OGDMGwYcPQsGFDZ8XothISEqBWm3Y1r9VqodVqXRQREREREdUEspJ0nU6H9evXY+PGjdDpdPD19cXgwYMxbNgwNGrUyMkhuq/ExERoNBpXh0FERERENYysJH3MmDEoLCyEj48P4uPj8eSTTyIgIMDZsRERERER1UqyW9JVKhX0ej22bNmCLVu22LSQdevWKQqOiIiIiKg2kl2TLr5ttKyszGnBEBERERGRzCR948aNzo6DiIiIiIj+oq56FCIiIiIiqk5M0omIiIiI3AyTdCIiIiIiN8MknYiIiIjIzTBJJyIiIiJyM0zSiYiIiIjcDJN0IiIiIiI3I/tlRmQpISEBarXpdY5Wq4VWq3VRRERERERUEzBJt0NiYiI0Go2rwyAiIiKiGoblLkREREREboZJOhERERGRm2GSTkRERETkZpikExERERG5GSbpROR5chYAZyMr/iUiIqqBmKQTkefJmgWUXqr4l4iIqAZikk5EnqfxJMC7ecW/RERENRCTdCLyPAEvAy0vVvxrK5bKEBGRB2CSTkS1C0tliOzHi10ip2OSTkS1C0tliKpWVRJu7WKXyTuRwzBJJ8fhyZk8gT2lMkS1RVV3nBpPAtSBQPkd4OrIu+d+3qkichhvVwfgyRISEqBWm17naLVaaLVaF0XkYsYnZyZA7k/8QW08ifuLiEw1nnT3/CAl4OW75/w731UME8evbDoiko1Juh0SExOh0WhcHYb74MnZtWxJunMWADdeB1AG3JzCZJ2ITAW8fPd8YO3c0njS3fMIvIA6D/NcQu7HgxukWO5CjsMyAtey5TZz1iwYflgB3p6m2s28VK8mle45Yl2Mzy3G8wt4GQj9rOIZj9DPgML9pueSmrQd3Rm3c+XE7++N1z1uGzFJ90Q1+YBUum41eZtYk7MASG1c8V/OAvkPROYsqKgjVQdW/LAGz6iYrs7DjtuGtXF/kOcyv8D1lLpqOceZI9bF+NxinvAYN86Yn4M8ZTt6Om7nyjWehIoGqTKP20ZM0j2JeEK+OaXyA9KTEySlV7y18SSVNQsoz674T3wOoKo7GWKZS3k2oK5/dz6NJ1m2gtkbm7vsD08+Hqh6mCeXntIDkJzjzBHrIp5bgIoLfKghmfCYn4M8ZTt6OlsaaMRzYW06Lxrf8fGw7yKTdE8inpCByr9s7pQgVcX8RKH0irc2/hiIvSuoA+Wvt3GZi3GrmJioO2obutP+8KTjgVzDPLn0lNI9qePM/JyqZF2sJXBiw4C6kbzj2xXbUYzduMeZmkpcV0DedjY+F9a286KnHNNmmKR7EvGEHDzjboIldQJSclXtiPGUMK91zJoF1P+77Qmehx6AihifmO/PqvhP7nqL343QzyxvTztyG4rzvjnlbjmOo8n9XrrTBQO5L09sWZQ6ZqWSL1sSV/FuW+mliuPXuOVVLJMLniHvrp0r6vwNPc58X31JqKPWzdb5yO2rXvy7zsN3z4U18bzoicdwFVSCIAiuDkJKYWEh1q5di9TUVKSmpiI/Px/jx49Hv379ZE2v1+uxfPlyJCUlIT8/H5GRkRg1ahRiYmLsGhcAdDodhg8fjlWrVrmud5ezkRUHp3fzu7ch5RKT4fI7Fa0iVc3D2rIc8cS08TzEE45x7aPcnkqMe5Vx9VPczn6S3J59L4ej4hfjBJwTa2XbIWdBRYIBVCQUteHijezj7OPK0aSOU2vfe8Ox+NddysrW0XhcdcO7vxGA/O1j3HuUOL759nX0eVJcd6Ho7jCVv+OPf6m4HfXdsXU+UvtbzravqTxoPeXmkW7bkn779m2sXLkS6enpiIqKsnn6efPmYf369ejZsyfGjh0LtVqNadOm4cSJE3aN6zaMr4KVXn0D8q6krV1xy7ldVlVsYotr1izTq3xrvQmYzzu1MXDjNelbeNZaj5x9te3s24hKWkBsWWdHxa+kHMfW+UttB+O6e7Fe3/izGtbSQg7iaS2LUsepoRylvmVXid7N5d2lNL7bJj5ULqfl1fjYMi+rM56v+UOljupxQ1x3QQcIxRX/mm8HR5Da7nLKjuSce2z9Dga8XLGOxue5qrZ9TT4HetoxLIfgpkpKSoTs7GxBEAQhNTVViIuLE7Zv3y5r2jNnzghxcXHCmjVrDMOKi4uFsWPHCm+99ZbicUUFBQVCXFycUFBQYOtqOUdac0E4hYp/RdlfCsKZwIr/sr80HT/7y4pxzYdXRZzuygjTf63N/8oIQTjlVRHbmUDry7QWvzi+1OfG051CxXKyv5RetvivOL21+TmK0u3rzGUatpWX9DjG07sifrmsxSb1fTmlsvz+O3vfk3uSOh9KfZfc+btvzHx9zM/Nrojf+NiSc5xmf2l6jrY3ZuNtYst2MI+1qm0p9ztifq6x9dxjLa6q4qnqXG7POdBTjg8PIDePdNsk3ZitSfqiRYuEQYMGWaz8999/L8TFxQmZmZmKxhW5VZJuLRmXSmDtZTLPSk7Gxgmh+O+ZQOsnhqpOPlInS3G9T2ukL0SMYzCfvrpPNNXxA1rVidf4B1FqHHH6yi6mxPko/eGS+2NY2QVmVRds4nRS08qNk2oe43OXuP+lGhA85SKuqgTQkRcgcqeTM55UnMb7obJzurNY25bG50up35uq1ldukm3tM/OGFTkXQdbWzTgHsHaBJ+fcXdnveGXr4mjucFFqJ7l5pNuWu9jj/PnziIiIsKjzuf/++wEAFy5cUDSuW6rs9qY6EFa7yqqM1O0w8aEhQ4WUquJvqe4gxWWr/OT1xW3tgUXxtmLhftPPjcsZvIKlH5w0vmUbscK1PTcofZDJvB/0ylR1m6+qLqjE6YHKY7RWCiPn1rV5KZL4cJr5djHvWlLOehrHL3U8GG+H2vKAMd1lXnpl7WVennK7XKrLSHVgxTlZLDeRKoVRUsYmdzo5x5Z5nMbnJeBuuUp1lKkZP0xpHJNxaZA4/OYUy9iq2i629Bgkdf407+lMqq/6qkpNpbrLNC+RqWxe5t0+A9JlM+alTs5+YNfwm/pd5bGb/356YKlPjUzSs7OzERAQYDFcHJaVlaVoXHM6nU7Wf3q93t5Vkmb8tL35j0rAyxXJa+jntv/oVFrr2KhifuqAir8By/mLJwHjmkCx9tyWRNX4hG5cVy5Vc2fOuF9fVx6UxvvI+KQvtzbcWrJqTs4PZGXjiJ8Z16BKqSxJrqzrTHE7qDR3f/TEfWheJ1tZLbvUOhg/yFVV/FQ7iedD8YLeWt21+fdL/KE/U9f+XoocmSBIJYDGiZfUcar0AsSRFy5SNdTG5x51YMU5wvzYd0biZ9wIZByTGE/EirvDAdPY6jxs/bcXsH1fS50/zRtWzF8aVdVviflvtnEDmfE+raxe3fz5NeNefax15yinPl+KLdvMsL0Aq3mA8e+nePHjgd1O1sgkvaSkBD4+PhbDfX19DZ8rGdfc6NGjMXz48Cr/W716tb2rJM28FV3qylFJslrZCV48SMUfNmtdcUkd+MaJmZy3Wxqf0MXk/uYU07dl2tIvLKDsh9KeriqN95HxSd+WixTxR6E6Ljaq+r5YS/Sraqk3PNRVbHpxZ3ynQ1wmIN21pLUHgY33MVvKCZD3wLr4PamqhdNa666tcYjfU+NuDR1Bqns9qeNY6bHh6GPKWhKXNavi9yS6wPLYV3qhUNn3wFqiKjVO8IyKmMTYCvffPY9JdYVs6++O+flTHB+wfr6V+i0xXo75b7bxy+qMvx/GPdWYx20+D6l9Yn7BIvXdq2x7mLfWV9aiL46fNetu4461PECqmsBT7pQZq6byG7vYWpP+6quvCpMnT7YYfunSJSEuLk7YsmWLonFFYi3RzZs3hYKCgir/KykpsWFtbWBe+2Ved2lMTs2is0jVO8ut/TSvPbO1tt3aNrL2kKpUPbTcWKVqBquqt7antlAuJftabo26rTFU9jBWZTXzxjFJ1YqyBp2MOaK23LgOWWmdtPFDzOI85NT1iss3P2ZsfRDQU2vsRVUd3+I41o5xZ62/eY12VTXfVZ3bqopb6mFQqXNpZesr57tT1UOncmKVGm6+TYw/kzpGzH/Dq3q+zdZ6fznfKyer1TXpgYGByMnJsRguDmvcuLGicc1pNBpZ/0m11DuE1CuYrZUJVFazaNwC74y3tEldjZtf0VpraTC+9SiOa+0Wo9StLDmvqTa/bWdeYlJZV3/mb0s1rmEU663F1gUxHrn1gObbUMmbWK1tl6oY1iXXMd2kGe9H83IC87ss1m6TSnUjZ+2ZDJGzWi/JvVXWYlZVq6bxd1J87kVsQQWqntb4bqbhuBXulv9VVZJl3rIo3kW88appd7Ny1tXWlkNn1n6bP+Nkfu601s2veD4WX4xmXnpU2fnNES2nUvEbl+iYn5eNz0nA3T7Ljc9tVf3mWuuu8uaUu8/ymD+rVdX6St0RMW4NT21cMX9xWnE5Vd0NsFYuYzzc+HfP+G642AoPNSqOkWLLuwOG8lbc/dc8dzCPtar1tqWU1NWq6aLBLra2pC9cuFCyx5ZVq1ZZ9Nhiy7gil/buYk/LoLWWXsNVqkQrpdxl2dtiKafFo6pxbL2aNv/sygjbWs6kWreNW6CtbUvz5Rm3uFTWu4Gze2ewun5W7s7YM2/zZVhrsbdln1d2J0Vu6yXVLLa2PBt/LvWdtHZHSzx2T6ktjxdrrXbWjh3j5YvnA+P5yr2bZs8dNEceJ1LzlLMc8/OhodVaYvs66m6Zku9LZXdirX1fzM+tcntMkWq5dwTjeIx/u6R+2+T8RovHjvFvnNTdcKnxrd15tnYXVsldZg9qSff4JL2wsFC4fPmykJubaxh2+vRpi77PS0pKhLFjxwpvvvmmyfS2jCtyaZJuz0m0slIOsU9p4wNB7rJsvZ0npyxF7nRyVXY7VWp95Rz4UuttLWmU80NlLSl2VclGVSUqgmC5nWw9+VW1brbMz9ZbvVSzWTsvyfnOVXZBLzVPk2NXon9+83kbN47IOSdV1bWoFCW/Fc44TpSe783jN07azRsybI27qgskW74vVcUsNa3FRV0VvzOVNUQ4gvF51tqFgJw4pC4mKvs9q+q7IfdizhH7vprViCR906ZNwsqVK4XPP/9ciIuLE2bMmCGsXLlSWLlypZCfny8IgiAcO3ZMiIuLE5YvX24y7cyZM4XBgwcLixYtEn766Sdh4sSJwuDBg4WUlBSL5dgyriB4YEt6ZV/6yg4YucsyTtTk9FvqjNaaqsg5KZtvi6pawm1JSqW2rdTLVaR+hKRirKpO1RmsrYP4Q2NycePA/WvLxaIbnHzJTUhdaNvzHTE+9qwdu7bcfbPWOGK+LHvjrWpadz1uKovLWgOH3EYiqT7ybW1gkJqvrdMruVhxNkfEVNmxUhV7LkxtmX915h8S5OaRKkEQBFeX3FjzwgsvIDMzU/Kzb775BqGhoUhJScHkyZMxYsQIjBw50vB5SUkJli1bhl27diE/Px+RkZEYNWoUOnXqZDEvW8YFKrpeHD58OFatWmXRv7pbOhtZUa9lXMdrXCctNZ74dLYcxl3gibVzlc3DeHxX98JRWSw5C/6qlf5LebZpX+LiOirZblVNY22fGbrE+qsOUioeZxDr/sRlGq+3OrCi3lCsERS3WfAM6f1r6/53p+8LeQ6p743Sc5z5tIB958o6D//VQ8idv3oJ+et4hqqie1vg7vnGWce0yJ5t4ixVHfPG5+bgGRX/yj1HiOsLL0Dd0Pp53VZytqOcc5n5OO54/jP/HjsyNnHflucCKLcvH3HE74+TyM4jq+WSoYZxqzeOylGdLSru2iojCMpiM76qt7cVrbJY5N7FcFVLuiNbJd3lNjzVLNZanx1VLmDtDpq9rd1SdeeO6lVJbgzudmzJOUcobRGt7K6oPdvBUa3ibtLSK4u1O9HWKLk7b+tvqi3PH7nwu18jyl3clccl6VTBEcmhedJuPlzpidXdT8zV/WNmzt23D7mecamV0lIIRyxPEGz7jjv79r4c7paoOzLhcyc1bb2MY3XkBYgjGtRsOfZc8LtSq7tgJJKkpFs2a104AtIvfVDa1Ze7v2TBeDvY+9Y2JS9HcfftQ65n7S2EzvruVPbWQ1uOEfMX5pi/yKc6uNubGO19g7K7qmnrZf4W1KqOM7nHoj2/EdZesGhPPC7k1jXp7srjatKVcJO6LacxXz9b6zJr+vapTHXVlNfmbUzKVPd3xtryPO2762nxUu1Ug76ncvNIJukK1Iok3R0fJnIk8/WrQQe/21H6Xarp30EiIk/jyt/KGvSbIDePZLkLSfOA20B2MV8/T7rF6GmUfpdq+neQiMjTuLI0qhb+JrAlXQHxCigiIgJqtel1jlarhVardVFkRERERE7Cu84OIbcl3bsaY6pxEhMTa265S23Akw0REZF8AS/XrN9LN88DWO5CtZe79WhARLax1isTEZEcbp4HMEmn2qsW1rcR1Shu/gNLRG7OzfMAJulUe/FhUSLPJv7A1nmYLepEZDs3zwNYk05ERJ5J/GG98TqAsooWdTf9sSUishVb0omIyHNlzQJQBou3fhIReTgm6URE5LnEkpfQz9iKTkQ1CstdiIjIc9W0LuGIiP7ClnQiIvI87H6RiGo4JulEROR52P0iEdVwTNKJiMjzuHn/xkRE9mJNOhEReR7WohNRDceWdDskJCTg1VdfNfnvxx9/dHVYNtPr9VixYgX0er2rQ6FqxP1e+3Cf107c77UT97vnY0u6HRITE6HRaFwdht30ej2+++47DBkyBD4+Pq4Oh6oJ93vtw31eO3G/107c756PLelERERERG6GSToRERERkZthkk5ERERE5GaYpNupOh4U9cSHUaXUlG1VXfuD+53L8FQ16RipKcuoDjVlW9WUZVSXmrK93HEZTNLt5I471V3VlG1VkxKQ6lBT9klNWUZ1qEnHSE1ZRnWoKduqpiyjutSU7eWOy2CSTkRERETkZpikExERERG5GSbpRERERERuhi8zUkAQBACATqdDeXk5dDqdU5fn7GWI8/b09ahJy6iO5XC/175l1KR9Xl3LqQnLqEn7ncuQj/vdfZchLkfMJ61RCVWNQRZu3bqF0aNHuzoMIiIiIvJQixcvRlBQkNXPmaQrUF5ejuzsbNSpUwcqlcrV4RARERGRhxAEAYWFhQgMDIRabb3ynEk6EREREZGb4YOjRERERERuhkk6EREREZGbYZJORERERORm2AWjh7p06RK+++47nD17Fjk5OfDz80OzZs0wdOhQdOnSxTBeamoqdu7ciWPHjiEzMxP169dHdHQ0nn32WURERJjMs7CwEGvXrkVqaipSU1ORn5+P8ePHo1+/fhbL1+v1WL58OZKSkpCfn4/IyEiMGjUKMTExTl/32syV+z0lJQWTJ0+WjGvOnDlo1aqV41eYADhnv9syLo9313Dlfufx7hrO2Ody5wnwWHc3TNI91M2bN1FYWIi+ffsiMDAQxcXF2L9/P6ZPn47XXnsNAwYMAACsWbMGp06dQmxsLCIjI5Gbm4vNmzdjwoQJmDt3Lpo3b26Y5+3bt7Fy5UoEBwcjKioKKSkpVpc/b9487Nu3D4MGDUJ4eDh++eUXTJs2DTNmzEDbtm2dvv61lav3OwDEx8fjvvvuMxkWFhbm+JUlA2fsd1vG5fHuGq7e7wCP9+rmjH0ud54Aj3W3I1CNUVpaKrzxxhvCSy+9ZBh28uRJoaSkxGS8q1evCk888YQwd+5ck+ElJSVCdna2IAiCkJqaKsTFxQnbt2+3WM6ZM2eEuLg4Yc2aNYZhxcXFwtixY4W33nrLkatEMlTXfj927JgQFxcn/Prrr05YC7KVvftd7rg83t1Lde13Hu/uw959LneePNbdD2vSaxAvLy8EBQWhoKDAMKx169bw8fExGS88PBzNmjVDenq6yXAfHx8EBARUuZx9+/ZBrVabXH37+vqif//+OH36NG7evGnnmpAtqmu/G9PpdCgrK1MeNNnN3v0ud1we7+6luva7MR7vrmXvPpc7Tx7r7oflLh6uqKgIxcXF0Ol0OHjwIP744w/06NGj0mkEQUBubi6aNWumaJnnz59HREQENBqNyfD7778fAHDhwgUEBwcrmjfJ44r9Lpo/fz4KCwuhVqvRtm1bjB492uJ2ODmHs/e71Lg83l3PFftdxOPdNZyxz6uaJ49198Mk3cMtXLgQP//8MwBArVaje/fuePnllyudZteuXcjKysIzzzyjaJnZ2dmSLa/isKysLEXzJflcsd+9vb3x8MMPo3PnzmjQoAEuX76MdevWYdKkSZg9ezZatGihaL4kn7P3u9S4PN5dzxX7nce7azljn1c1Tx7r7odJuocbNGgQYmNjkZ2djb1796K8vBx6vd7q+Onp6ViwYAFatWqFPn36KFpmSUmJxW02oOK2mPg5OZcr9nvr1q3RunVrw99du3ZFbGws3njjDSxduhTTpk1TNF+Sz5n73dq4PN5dzxX7nce7azljn1c1Tx7r7oc16R6uadOmeOCBB9CnTx+8++67KCwsxPTp0yEIgsW4OTk5eP/996HRaDBp0iR4eXkpWqavr6/kyUI8gMUDmpzHFftdSnh4OLp164Zjx46xZrUaOGu/VzYuj3fXc8V+l8Ljvfo4Y59XNU8e6+6HSXoNExsbi7S0NFy9etVkeEFBAd577z0UFBRg2rRpaNy4seJlBAYGIicnx2K4OMyeeZMy1bHfrQkKCkJpaSmKi4sdPm+qnCP2e1Xj8nh3P9Wx363h8e4azjjHm8+Tx7r7YZJew4hXvDqdzmTY9OnTcfXqVUydOtXuBwejoqJw9epVk2UAwJkzZwyfU/Wqjv1uzfXr1+Hr6wt/f3+nzJ+ss3e/yxmXx7v7qY79bg2Pd9dwxjnefJ481t0Pk3QPlZubazGstLQUO3fuhK+vL5o2bQoAKCsrw+zZs3H69GlMmjTJIW+Ji42NRXl5ueEBFKDiLWU7duxAdHQ0n/52Ilfu97y8PIthFy5cQHJyMmJiYqBW83TiLM7Y73LH5fHuOq7c7zzeXcMZ+1zuPHmsux8+OOqhPv/8c+h0OrRr1w6BgYHIzc3Frl27cOXKFbzwwguoU6cOAGDRokU4ePAgunTpgjt37iApKclkPr179zb5e/PmzSgoKDA8xZ2cnGz4/7i4ONStWxfR0dGIjY3F0qVLkZeXh7CwMOzcuROZmZkYN25cNax97eXK/T579mz4+vqiVatWaNSoES5fvoytW7fCz88Pzz//fDWsfe3ljP0ud1we767jyv3O4901nLHP5c6Tx7r7UQlSTyGQ29uzZw+2b9+Oixcv4s6dO6hTpw5atmyJuLg4dO3a1TDe22+/jePHj1udz6ZNm0z+fuGFF5CZmSk57jfffIPQ0FAAFbfJli1bhl27diE/Px+RkZEYNWoUOnXq5IC1I2tcud83btyI3bt3IyMjAzqdDg0bNkSHDh0wYsQIhIeHO2YFSZIz9rst4/J4dw1X7nce767hjH0ud54Aj3V3wySdiIiIiMjNsKiMiIiIiMjNMEknIiIiInIzTNKJiIiIiNwMk3QiIiIiIjfDJJ2IiIiIyM0wSSciIiIicjNM0omIiIiI3AyTdCIiIiIiN+Pt6gCIyL3Ex8fbNH5ISAgWLlxoeAOe8Ztpa6qioiL8+eef+P3333Hy5ElkZmZCrVYjLCwMDz/8MIYMGWJ41XZV/v3vf+Po0aMAgMWLFyMoKMjk85SUFEyePNnq9NHR0Zg7d67JsBUrVuC7776rctkzZ85Eu3btTIYVFxdj9erV2Lt3L27evIn69eujU6dOGDVqFBo3bmx1Xjt27MCWLVuQnp4Ob29vREdHY/jw4WjdurXVaU6ePInvv/8eZ86cQWlpKZo2bYq4uDj06dOnytiNmb8xd/To0Rg6dKjhb2vbw9/fH2FhYYiNjcXgwYPh7+8PoOptLqVPnz74xz/+gR07dmD+/PmGv0XicGN+fn6oW7cuwsPDER0djd69e6N58+Y2Lbcq4rqYx+NuNmzYgG+++cbwt3heIarNmKQTkQmpBOnUqVPIyMhAVFQUoqKiTD5r0KBBdYXmNnbv3o3PPvsMANC0aVN06dIFhYWFOHXqFFasWIE9e/Zg5syZaNSoUaXz2bFjB44ePQqVSoWqXv4cFhYmmfCGhYVZDIuKirKa6GZnZ+PIkSPw8/NDixYtTD4rKSnBlClTcObMGQQGBqJr167IzMzEjh078Pvvv2Pu3Llo0qSJxTy//vprbNy4Eb6+voiJiYFer8eRI0fw559/YtKkSejevbvFNPv27cPs2bMhCALatm2LBg0a4OjRo/jkk09w4cIFvPDCC5VuDyniOltLdI2/v4IgICsrCydPnsSyZctw4MABzJo1C/7+/mjUqJHk9tu/fz+KiorQqVMni33bpk0bWTEa78fS0lLcvn0b58+fx/Hjx7FmzRr06tULr7zyCjQajdzVrhGaNm1q2OY7d+50cTRE7oFJOhGZkGpt++STT5CRkYFu3bph5MiRVqcrLi6utLW1pvD29sZjjz2GwYMHo2nTpobh2dnZmDZtGs6fP4+vv/4aEydOtDqPvLw8LFq0CDExMbh69apJS7CU1q1by24J7d69u2RiDABLlizBkSNH0L17d4vW/lWrVuHMmTNo1aoV3n//fcPn69evx8KFCzF//nzMnDnTZJojR45g48aNqF+/PubOnYvw8HAAwOnTp/H2229j/vz5aN++PerVq2eY5s6dO/j0009RXl6Ot99+Gw8//DAAICcnB//617+wfv16dOnSBe3bt5e1vqKqto/U9/f69euYOHEizp07h59//hlDhgxB06ZNJed1/PhxFBUV4cknn7Q5NpHUfhQEAb///ju++uor7Nq1C7du3cL06dPh7V17fqI7deqETp06AWCSTiRiTToROURISAiaNm1aKxKLvn374vXXXzdJ0AEgMDAQr7zyCgDgwIED0Ov1Vufx9ddfo7i42DB+dRAEAbt37wYA9O7d2+QzvV6PH3/8EQDw8ssvmyTwQ4YMQWRkJI4fP46zZ8+aTLd+/XoAwPDhww0JOgC0atUKAwcOREFBAbZv324yzbZt26DT6dC1a1dDgg4AAQEBGD16NABg3bp1dq6tPE2aNMFjjz0GoCIJdwWVSoUuXbrg448/RmBgII4fP44tW7a4JBYich81/9eUiKqFtZr0+Ph4hISE4L///S9Wr16NnTt3IisrCyEhIRg2bBj69esHADh69ChWrVqFs2fPQq1Wo0uXLnjxxRcly2nKysqwdetW7Ny5E5cvX0ZZWRkiIiLQt29fxMXFwcvLq9rW21xkZCSAiqT3zp07CAwMtBjnjz/+wO7duzFq1CjJchVnSUlJwa1btxAQEICOHTuafHbq1CkUFBQgLCzMogwGAGJjY3Hx4kUkJyejZcuWACrq148dO2b4XGqaTZs2ITk5GU888YRh+O+//251ms6dO8PX1xdHjx5FSUkJfH19la+wTGLpSllZmdOXVVUczzzzDP7zn/9g8+bNGDRokOxpL126hP/97384fvw4ysvLERUVhb///e9Wt192djaSkpLw+++/IyMjA7dv30a9evXQunVrPPnkk7j//vsN4+r1ejz//PMoLi7Gt99+a3JXRHTq1Cn885//RNu2bTFr1iwAdy8Kt2zZgoyMDBQUFKBhw4aIiIhA9+7dodVqbdxCRLULW9KJqFp89NFHWL9+PZo3b462bdvixo0bmD9/Pnbs2IF9+/bh3XffRVlZGTp16gR/f38kJSVhxowZFrXaxcXFmDp1Kr788ktcu3YN0dHReOCBB5CTk4NvvvkGM2fORHl5uYvWErhx4waAipKY+vXrW3xeVFSEL774Avfcc4/Jw41VycjIwLfffovPPvsMS5cuxaFDh2xez127dgEAHn30UYsLmQsXLgAA7r33XslpxcT94sWLhmFXr16FXq9Hw4YNLR54tTaN8d9SFwM+Pj5o1qwZSkpKcPXq1SrXyRHS0tIAwOLOiCs88sgjUKvVyMjIwK1bt2RNk5aWhokTJ+LgwYMICgrCQw89hJKSEkybNg2//vqr5DQHDx7EkiVLkJubi8jISHTr1g2BgYE4cOAA/vWvf+Hw4cOGcX18fNC3b1+UlJQY7sSY27p1KwBgwIABhmGLFy/Gxx9/jLNnzyIyMhLdu3dHeHg4Ll68iLVr18rdJES1FlvSicjpMjMzUadOHXz11Vdo2LAhAODYsWOYMmUK/ve//0Gv12PKlCl46KGHAAA6nQ4TJ07EyZMnkZKSgg4dOhjmtWjRIhw7dgw9evTAa6+9hrp16xqmmTNnDg4ePIitW7di4MCB1b+iADZu3AigosbWx8fH4vPly5cjMzMTH374oeTn1pw6dQqnTp0yGRYZGYm3337bpMzEmpKSEuzfvx+AZakLANy8eRMAJJNt4+HGtfPiNNaeQ/D390fdunWRn58PnU4HjUYDnU6HgoKCKpd19uxZ3Lx50+JBZUcpLy9HdnY2du3ahV27dqFu3bp4/PHHnbIsW2g0GoSGhiIjIwOXL1+2uo1EgiDgk08+QWFhIZ5++mk888wzhs9+/PFHLFiwQHK61q1b47PPPrN4yPbw4cOYPn06FixYgK+++goqlQpARfK9YcMGbN261aIFXKfT4ddff0W9evUM5UslJSXYvHkz6tSpg08//dTkgeOysjKcPn1a/kYhqqXYkk5E1WLs2LGGBB0AOnTogHvvvRfZ2dl48MEHDQk6UJGoSNUJ5+bmYtu2bQgKCsL48eMNCbo4zbhx4+Dt7e2yet5Dhw5h+/bt8Pb2xqhRoyw+P3v2LDZu3Ig+ffrIfvBQo9Fg6NChmDt3LlasWIEVK1bggw8+QHR0NC5evIh33nnHkPRW5uDBgygoKECzZs0kW7CLiooAVHQLKEUcXlhYaBgm/r+1aQAYujUUxzWe3tp04jQ6nc7qfJX47rvvEB8fj/j4eAwePBijR4/Gt99+i44dO1rtucYVxBIvOfs1JSUF6enpaNKkCZ5++mmTz7RaLaKjoyWni4yMlOwFp1OnTnjkkUeQkZGBS5cuGYZHRESgffv2uHDhAlJTU02m2b17N4qLi9G7d29DeY1Op4Ner0dYWJjFdvXy8kLbtm2rXDei2o4t6UTkdN7e3hb9cQMVD+2dP38eMTExkp8BFbWzopSUFJSWluLBBx+UTPACAgIQHh6OS5cuobi4uNLk0dHS09Px8ccfQxAEjB492qIFuKysDP/5z39Qt25djBkzRvZ8W7RoYZFUd+zYEe3atcOUKVNw4sQJbNmyBU899VSl8xFLXaRa0WsL8y5Exe4Pjxw5gmXLlmHChAmGCwRPceLECQAV9f1Sz2I8+uijOHPmjOS0er0ef/zxB1JTU3H79m3Dg85iOdK1a9cMz1gAwMCBA3Hs2DFs27bNpGZdLHURL6yBivr6oKAgnD9/HkuWLMGAAQPc5iKIyFMwSScip2vUqJFkAiEmRFLlEmLvIsY9pIilFlu3bjUkBtbk5+dXmqSLXSCa+9vf/mZzK19WVhbee+895OfnY8iQIZIP/G3cuBHnz5/HuHHjTO4oKOXl5YVhw4bhxIkTOHz4cKVJ+u3bt3H48GGo1Wr06tVLchxxXxQXF0t+Lg437vVF/H9r0wB3W+jFcY2nLy4uluwPXJzG0X2FS3XBqNfr8eWXX2L79u3w9fVFQkKCQ5epxO3btwFA8pkGc+JFbHBwsOTnISEhksMvXryI6dOnV9r1p/FdD6Bi+wUEBGDPnj144YUXUKdOHZw9exbnzp1Dq1atLFrmJ0yYgDlz5mDNmjVYs2YNQkJC0K5dO/To0QOdO3euct2Iajsm6UTkdGp15ZV1VX0uEh+UvPfee01a+KRU1RVkUVGRZH/M7du3tylJv3PnDt555x1kZmaiX79+VlvJk5OToVKp8Msvv1gsNycnBwAwa9Ys+Pj44Mknn8SDDz5Y5bLFWnRxemv27t2L0tJSdOjQwWqNs5jkWXtYURxunPSJ02RlZUlOU1RUhIKCAtSrV8+QcGs0GtStWxcFBQW4desWmjVrZnVZ1hJPR/Lx8cGLL76IHTt2YPfu3Rg7dqys5NhZdDodrl+/DsB5D7IKgoCPPvoImZmZGDhwIAYOHIjQ0FDUqVMHKpUKS5cuxerVqy0e2vb29ka/fv2wevVq7NmzB4899hi2bdsGwLQVXdSxY0f897//RXJyMg4fPoyUlBTs3LkTO3fuxMMPP4y3337bKetHVFMwSScijyEmmG3atMFLL71k17xCQ0OxadMmu+ZRWFiI9957D+np6ejevTtef/11w4N2UgRBMJQnSBHLEvr27Str+fn5+QAqrwkH5JW6iGUg58+fl/z83LlzAGBycRQREQEfHx/k5eUhKyvL4o6I1DTi3ydOnMC5c+cskvTS0lJcvnwZvr6+iIiIqHS9HEWj0aBBgwbIy8tDRkaGS5P0vXv3QhAEREREyHoxmNjFp/gQrzmplvIrV67gypUraNmyJV599VWLz8WLBCkDBgzAmjVrsG3bNvTs2RN79uyBRqPBI488Ijm+RqNBr169DHdwTp8+jY8++gj79+/HoUOH2KJOVAk+OEpEHqNDhw5Qq9VITk5GaWmpS2PR6/X44IMPkJqaik6dOmHixImV9s8+c+ZMbNq0SfI/sXV68eLF2LRpk6Hv+KqIvbVIPQgqun79Ok6fPg1fX1+TFweZa926NerWrYuMjAzJRH3fvn0AgC5duhiG+fn5GXrekerqT2oaAIaHhMXPjf3+++8oKSlBx44dq6WPdKCi9VosMTF/C2t1ys3NxYoVKwBUvF9AjjZt2gCo+C5Idcm5d+9ei2HixZ3UXZX8/HwcOXLE6vJCQkLQqVMnpKamYtmyZSgoKEDPnj1l1/K3atXKcLFo/GAqEVlikk5EHqNx48bo378/MjMzMWfOHMkyj2vXrkkmf45UVlaGOXPm4NixY2jbti3efvttm7pTtMWGDRssWkkFQcBPP/2EDRs2QKVSVdp1YFJSEoCKeuLKarx9fHwMXestWLDAUBcOVLxV9OLFi2jXrp3hRUaiIUOGAABWrVqFa9euGYafPn0aP//8M+rWrYv+/fubTPO3v/0NGo0GBw8eNFxoABVJ6uLFiwHA5OVHzqTX6/HNN99AEASEhobinnvuqZblGhMEAYcOHcKbb76J7OxsdOjQwaS/8cq0b98e99xzDzIyMrBq1SqTz3766SfJrg7DwsKgVqtx7Ngxk31WUlKCzz//HHfu3Kl0mWL3phs2bAAgXeqSmZmJHTt2mHyPxGWIL8CqqntJotqO5S5E5FHGjh2LGzduYP/+/Th8+DCioqIQHByM4uJiXL58GRkZGejatavk2ywd5ccff8SBAwcAVHSX9+WXX0qON2bMGLsfEt24cSMWLVqEFi1aIDQ0FHq9HhcvXsSNGzegVqvx//7f/7NInI2JL5+R06vL8OHDcfToUZw6dQovvfQS2rRpg5s3b+LMmTNo2LAhxo8fbzHNAw88gEGDBmHjxo0YN24cHnjgAZSWluLIkSMQBAHjx4+3eENl/fr1MW7cOMyePRuzZs1C+/btUb9+fRw5cgQFBQUYMmSI7C4qbfHbb78ZXjYF3O3dJTs7G35+fhg/fnyl5Uq2sPacxalTp/DJJ58AqCjtuXPnDs6dO2doye/duzdefvll2W/NVavVmDBhAv79739jxYoV2L9/P5o1a4aMjAycPXsWjz/+uEWXpI0aNUL//v2xdetWvPHGG+jQoQP8/Pxw4sQJlJeXo2/fvvjll1+sLvPBBx9EUFAQbt26hZYtW0reycnPz8f8+fOxYMECtGzZEkFBQSgqKsLp06eRl5eHli1bVnpnh4iYpBORh/Hz88N7772H3bt345dffsGFCxeQlpaGBg0aICQkBL1798ajjz7q1BjEcgEAhmRdysiRI+1O0ocMGYI///wTly9fRnp6OkpLSxEYGIhevXohPj7epCs8c6mpqbh69SoaNWok2c2lOV9fX8yYMcPwYOBvv/2G+vXro2/fvhg1apTVls+xY8ciKioKP/74I44cOQJvb2907NgRTz/9NFq3bi05TWxsLGbOnIlVq1bhzJkzKC0tRdOmTREXFye7Jt9WFy5cMLxZFai4exAUFIQBAwbgiSeekPVSqKqIvRFZK//IyMhARkYGgIrtXa9ePTRt2tRQBiLVd3lVoqOjMWfOHPzvf//DiRMncP36dURGRuKdd96Bv7+/5HsDXnnlFdxzzz3Ytm0bjh07Bo1GgwceeADPPvssduzYUenyvLy80K5dO+zatUuyFR2o6EL1hRdewNGjR3H58mWkpaXBz88PoaGheOqpp/DYY4857e4TUU2hEswf3yYiIvIgL7zwAjIzM+1+ENgRFi9ejLVr12L06NEYOnSoq8NxiqKiIvzf//0fysvLsWTJEod3lRkfH4+QkBAsXLjQofMl8jRsSSciohpBLCN59NFHZXVh6Wi5ubmGB2ilXt5VU2zZsgUFBQXQarUOS9APHz5sKM0iogpM0omIqEYQ+59v3rx5tSbpBw4cwM6dO3Hy5Encvn0bnTt3rrQMyRPdvn0bS5YsQW5uLv744w/UqVMHTz75pMPmn56eLvneAqLajOUuREREdlixYgW+//57BAUFITY2FiNGjJDdJaGnuHHjBl588UV4e3sjMjISY8aMccrDvUR0F5N0IiIiIiI3w37SiYiIiIjcDJN0IiIiIiI3wySdiIiIiMjNMEknIiIiInIzTNKJiIiIiNwMk3QiIiIiIjfDJJ2IiIiIyM0wSSciIiIicjNM0omIiIiI3Mz/Bz7jgFiedR6UAAAAAElFTkSuQmCC","text/plain":["<Figure size 848.5x400 with 1 Axes>"]},"metadata":{"image/png":{"height":376,"width":745}},"output_type":"display_data"}],"source":["%matplotlib inline\n","bin_time = 15/24/15\n","lc_collection_binned = lc_stitched.bin(bin_time)\n","lc_collection_binned.plot(color = 'gold', lw = 0, marker = '.')"]},{"cell_type":"code","execution_count":null,"metadata":{"cell_id":"7334fb6bf27f41b6a86efd3e6d601cfa","deepnote_cell_type":"code","deepnote_to_be_reexecuted":false,"execution_millis":850,"execution_start":1722661136718,"source_hash":null},"outputs":[{"data":{"text/plain":["<AxesSubplot: xlabel='Time - 2454833 [BKJD days]', ylabel='Normalized Flux'>"]},"execution_count":52,"metadata":{},"output_type":"execute_result"},{"data":{"image/png":"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","text/plain":["<Figure size 848.5x400 with 1 Axes>"]},"metadata":{"image/png":{"height":376,"width":756}},"output_type":"display_data"}],"source":["%matplotlib inline\n","bin_time = 15/24\n","lc_collection_binned = lc_stitched.bin(bin_time)\n","lc_collection_binned.plot(color = 'gold', lw = 0, marker = '.')"]},{"cell_type":"markdown","metadata":{"cell_id":"d637564fa7d548479ab4fd714532e048","deepnote_cell_type":"text-cell-h1","formattedRanges":[]},"source":["# Kepler-69c"]},{"cell_type":"code","execution_count":null,"metadata":{"cell_id":"df1281fe0c0d4a2b945e7378abc88f0e","deepnote_cell_type":"code","deepnote_to_be_reexecuted":false,"execution_millis":23529,"execution_start":1722659259778,"source_hash":null},"outputs":[{"data":{"text/plain":["<AxesSubplot: xlabel='Time - 2457000 [BTJD days]', ylabel='Flux [$\\\\mathrm{e^{-}\\\\,s^{-1}}$]'>"]},"execution_count":12,"metadata":{},"output_type":"execute_result"},{"data":{"image/png":"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","text/plain":["<Figure size 848.5x400 with 1 Axes>"]},"metadata":{"image/png":{"height":376,"width":750}},"output_type":"display_data"}],"source":["TIC = 'Kepler-69c'\n","available_data_all = lk.search_lightcurve(TIC, author=\"SPOC\")\n","available_data_all\n","sector_data = lk.search_lightcurve(TIC, author = 'SPOC', sector = 74)\n","lc = sector_data.download()\n","lc.plot(linewidth = 0, marker = '.', color = 'midnightblue', alpha = 0.5)"]},{"cell_type":"code","execution_count":null,"metadata":{"cell_id":"8351336bccac42569654b5d64db90372","deepnote_cell_type":"code","deepnote_to_be_reexecuted":false,"execution_millis":329,"execution_start":1722659283881,"source_hash":null},"outputs":[{"data":{"text/plain":["<AxesSubplot: xlabel='Time - 2457000 [BTJD days]', ylabel='Normalized Flux'>"]},"execution_count":13,"metadata":{},"output_type":"execute_result"},{"data":{"image/png":"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","text/plain":["<Figure size 848.5x400 with 1 Axes>"]},"metadata":{"image/png":{"height":376,"width":747}},"output_type":"display_data"}],"source":["lc_stitched = lc.normalize()\n","lc_stitched.plot(color = 'gold', lw = 0, marker = '.')"]},{"cell_type":"code","execution_count":null,"metadata":{"cell_id":"379f51ef1bed46419df6822b8b9d8483","deepnote_cell_type":"code","deepnote_to_be_reexecuted":false,"execution_millis":18574,"execution_start":1722659284460,"source_hash":null},"outputs":[{"data":{"text/plain":["<AxesSubplot: xlabel='Time - 2457000 [BTJD days]', ylabel='Normalized Flux'>"]},"execution_count":14,"metadata":{},"output_type":"execute_result"},{"data":{"image/png":"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","text/plain":["<Figure size 848.5x400 with 1 Axes>"]},"metadata":{"image/png":{"height":376,"width":757}},"output_type":"display_data"}],"source":["%matplotlib inline\n","bin_time = 15/24/60\n","lc_collection_binned = lc_stitched.bin(bin_time)\n","lc_collection_binned.plot(color = 'gold', lw = 0, marker = '.')"]},{"cell_type":"code","execution_count":null,"metadata":{"cell_id":"ee131eb9dab243e6a081975b2ca5569c","deepnote_cell_type":"input-slider","deepnote_input_label":"","deepnote_slider_max_value":24,"deepnote_slider_min_value":0,"deepnote_slider_step":1,"deepnote_to_be_reexecuted":false,"deepnote_variable_name":"input_1","deepnote_variable_value":"24","execution_millis":235,"execution_start":1722659303538,"source_hash":null},"outputs":[],"source":["input_1 = 24"]},{"cell_type":"code","execution_count":null,"metadata":{"cell_id":"1819207e33be4f97be8a028b1545f3be","deepnote_cell_type":"code","deepnote_to_be_reexecuted":false,"execution_millis":812,"execution_start":1722659303539,"source_hash":null},"outputs":[{"data":{"text/plain":["<AxesSubplot: xlabel='Time - 2457000 [BTJD days]', ylabel='Normalized Flux'>"]},"execution_count":16,"metadata":{},"output_type":"execute_result"},{"data":{"image/png":"iVBORw0KGgoAAAANSUhEUgAAAvUAAAF8CAYAAABPFUQAAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjYuMCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy89olMNAAAACXBIWXMAAA9hAAAPYQGoP6dpAABdM0lEQVR4nO3deVxU9f4/8NcMMiCLCAIKKA7qFRdc0HKJzC1LG1esSCP7YlK2XPTyy0K8eTU1LczUNrNcIrTIm7hlLgTuppahgAooihsKAoIwLAPM7w8eM9dxBpgZZpiF1/Px8CFzzudzzufM4Qzv85nP530EcrlcDiIiIiIislhCUzeAiIiIiIiahkE9EREREZGFY1BPRERERGThGNQTEREREVk4BvVERERERBaOQT0RERERkYVjUE9EREREZOEY1BMRERERWTgG9UREREREFo5BPRERERGRhWtl6gbUp7y8HNu3b0dmZiYyMzNRWlqKOXPm4Omnn9aqvkwmw5YtW5CcnIzS0lKIxWKEhoYiMDCwSWUfFh8fj7i4OPj6+uLLL7/U6ziJiIiIiJrKbHvqS0pK8NNPP+HGjRvw8/PTuf7q1auxY8cODB8+HOHh4RAKhVi8eDHS09ObVFbh3r172LZtG+zt7XVuGxERERGRIZltT72bmxtiY2Ph6uqKrKwsREZGal03MzMTR44cQVhYGIKDgwEAo0aNwjvvvIPNmzcjJiZGr7IP27hxI/z9/VFbW4uSkpJ621JbW4vCwkK0bt0aAoFA62MgIiIiopZNLpejvLwcbm5uEAob7os326De1tYWrq6uetU9fvw4hEIhxo4dq1wmEokwZswYxMbGIj8/Hx4eHjqXVUhLS8Px48exZs0afPPNNw22pbCwEGFhYXodBxERERHRpk2b4O7u3mAZsw3qmyI7Oxs+Pj5wcHBQWd69e3cAwNWrV5WBui5lAaCmpgbffPMNnnnmGYjF4kbb0rp1awB1J+PRfRARERER1UcqlSIsLEwZTzbEKoP6wsJCjb38imUFBQV6lQWAffv2IT8/H0uXLtWqLboOubG1tYWtra1OdYiIiIjIemkTT1plUF9VVaUxMBaJRMr1+pQtKSnBli1bEBISAhcXF53apO0QnGnTpmH69Ok6bZuIiIiIWjarDOpFIhFkMpnackWArgjYdS0bFxcHJycnjB8/Xuc2aTv8hr30RERERKQrqwzq3dzc1IbNAEBRUREAoF27djqXvX37Nvbv349Zs2ahsLBQWU4mk6GmpgZ3796Fg4MDnJ2dNbbJwcGBY+qJiIiIyCisMqj38/PD+fPnIZVKVQLpjIwM5XpdyxYUFKC2thbr16/H+vXr1fY5a9YsTJw4EeHh4UY5JiIiItKdVCpFUVERamtrTd0UIiWhUAhXV1eDdvhafFBfUVGB/Px8tGnTRjnOPSgoCAkJCdi3b58y97xMJkNiYiL8/f1VstloW9bX1xfR0dFq+4+Li0N5eTnCw8Ph5eVl7MMlIiIiLdTW1mLbtm34448/TN0UonoNGTIEL7zwQqM56LVh1kH9nj17UFZWphwec/r0aeXP48ePh6OjI7KyshAdHa0ywdTf3x9BQUGIjY1FcXExvLy8kJSUhLy8PERERKjsQ9uyLi4uGDp0qFobd+3aBQAa1xEREZFpKAL6CRMmoEuXLrCxsTF1k4iUampqkJ2djd27dwMAQkJCmrxNsw7qExISkJeXp3x98uRJnDx5EgAwYsQIODo61ls3MjIScXFxSE5ORmlpKcRiMRYuXIiAgIAmlSUiIiLzJpVKlQH9qFGjTN0cIo0UzzvavXs3JkyY0OShOGYd1G/YsKHRMn369FHe5TxMJBJh5syZmDlzZqPb0KXso5YvX65zHSIiIjIeRbKLLl26mLglRA1T/I4WFRU1Oahv+gAeIiIiIjOimBTLITdk7hS/o4aYyM2gnoiIiIjIwpn18BsygXXrgBUrgKgoYPZsU7eGiIioxZowYUKjZebMmYM+ffpg1qxZiIqKQlBQkHKdXC5HUlISDhw4gGvXrqGqqgrt27fH448/jsmTJ6s8t+dhN2/exJ49e3D+/HncvXsXbdu2xcCBA/Hyyy8rMw0CwPz585GWlqZxG/PmzcNTTz3VYLmvvvoKnTp1AgDcvXsXs2bNUivj7++PlStXKl+/9tprKvMtHxYTE4MePXoAAD799FNkZGSgsLAQrVq1glgsxosvvogBAwZorAsAS5cuxalTpxAWFqbMiAgAv/32G06cOIFr166hsrISvr6+eP755zFkyBCV+mVlZdi0aRNOnDiByspKdO/eHeHh4c02DIxBPalasQLIyan7n0E9ERGRycTExKi8njdvHsaPH4/hw4crl3l5eaGiokKtrlwux8qVK3Hs2DGMHj0aU6dORevWrXHjxg389ttvuHPnDhYsWKBxvykpKUhPT8fYsWPh5+eHvLw8bNmyBampqVi7di1sbW0BAG+++SakUqlK3V27duHEiRPo16+fyvKePXuqzV1s37692r5nzJiBPn36KF+3bt1aZX10dDRkMpnKss2bN+PmzZv4xz/+oVwmk8kwefJkeHt7o6qqCgcPHsTixYvx0UcfoXfv3mr7/fPPP5XPKHrUzz//jAEDBuC5556Dvb09jh8/jmXLlmHu3LkYPXq0slxMTAwuX76MsLAwtG3bFjt37sSCBQuwdu1alXTqxsKgnlRFRf2vp56IiIhMRtHr/DAPDw+15ZqC+r179+LIkSOIiIjAmDFjlMv79OmDZ599Fn///Xe9+33qqacgkUggEAiUy7y9vfHee+/h9OnTym8DfH191equXLkSgYGBKj36AODo6KjxeB7l7e3dYLmuXbuqvK6oqMCVK1cwatQolTkUUY/EMQMHDsSsWbOQnJysFtTLZDKsX78er776KtasWaO2z9WrV6scT2BgIO7evYuEhARlUH/p0iX89ddf+OCDDzBo0CAAde91eHg4EhIS8Prrrzd67E3FoL6ZREZGqj1YQCKRQCKRmKhF9Zg9mz30REREFm7Hjh3o2rWrSkCvYGNjg8cee6zeum3atFFbphhCUlhYWG+9ixcv4u7duwgNDdWjxfr5448/UFFRgREjRjRYzsbGBk5OTmq9/ACwfft2ODk5YfTo0RqD+kdvUIC6m4sDBw4oX2dnZ0MgEKB///7KZfb29ujVqxdOnz7NoN6arFq1yqCPAiYiIiLS5N69e7hz5w5eeOEFg23zwoULAKAcA6/J4cOHYW9vrzbWHADS09Px/PPPo7a2Ft27d0doaKjG5wF99dVX+OSTT+Ds7IzBgwfj//7v/+Ds7NzgPj09PdGzZ0+1dXK5HLW1tSgrK0NiYiJu376Nt99+W6VMXl4e/vvf/2LJkiUq30w05sKFC+jYsaPydVVVFQQCgVrGJVtbW+Tl5aGyshJ2dnZab18fDOqJiIiIrEhBQQEAGGwcd1VVFTZu3IguXbqojZVXqKmpwbFjxzBo0CDY29urrAsICMCoUaPg7e2NwsJCbN++HR988AGWL1+uHGpja2uLcePGYcCAAXB0dERmZiZ+/vlnXL58GZ9++ilatVIPWUtKSpCSkoIpU6ZobNOBAwfwxRdfAKgbm//ee++pDe357rvvMHToUK2GBikcOnQIFy9eRHR0tHKZt7c3amtrceXKFXTv3h1AXZrKrKwsyOVylJWVGT2oZ0pLIiIiapnWrQPE4rr/TVXWiHTpeW7Il19+ibt37yIyMrLebf79998oLi5WmcSr8PLLL2PMmDHo3bs3hg0bhuXLl8PNzQ0//fSTsoybmxveeustDBkyBH369MHUqVPx7rvvIjs7GydPntS4z2PHjqG6ulrjPgFgyJAhWLVqFRYtWoQnn3wSH3/8Mf7880/l+rNnzyIlJQWvvvqq1u/F1atX8dVXX+Hpp5/G0KFDlcsDAwPh5eWFL7/8Ejk5Obh//z42btyIO3fuADDcuWgIg3oiIiJqmR7O+GaqskagSFWZn5/f5G398MMPOHz4MKKiotC5c+d6yx0+fBjOzs4NpoxUsLe3x2OPPYYrV640WO6xxx6Dvb19veUOHz4MsVhcb7tcXFzwj3/8AwMHDkRERAQGDhyITZs2KdevX78e48ePh52dHUpLS1FaWgqgbuKs4ueH5eXlYdGiRejevbvaMB5bW1u89957qKiowDvvvINXXnkF586dw8SJE9GqVasGhxAZCoN60p6Z9DwQEREZRFQU0LmzdhnfjFXWCNzd3eHl5YWzZ882aTu7d+/Gtm3bEBER0WCwXllZiVOnTuHJJ5/UOEzGGPLy8nDx4sV6e+k16datG3Jzc5Wvb926hW3btmHatGnKfwAQFxeHadOmoaqqSlm2uLgYCxcuRNu2bREdHa3xOLt164Z169bhm2++wbp167B27VpUVVWha9euzfK+cEw9aY857ImIyJrokvHNWGWNZNKkSVi3bh1+//13lVzqQN1Y77///hsDBw6st/7hw4fx7bffYsaMGRg1alSD+zp9+jTKy8u1DrArKipw5swZdOvWrcFyZ86cQUVFhUr+eYUjR44AgPIBV9q4cOECOnTooHz90UcfqZWJjo7GuHHjMGzYMGUgXl5ejkWLFqG6uhofffRRg4lPBAIBvL29AdTdCBw9ehRhYWFat7EpGNST9pjDnoiIyCI899xzuHDhAtauXYuLFy9i8ODBsLe3x82bN7Fv3z54enrWG9SnpqZi9erV6Nu3LwICAnDp0iXlOnd3d7i7u6uUP3z4MDw8PNCrVy+1baWnp2P79u0YOnQoPD09UVhYiISEBBQVFankkt+wYQMEAgH8/f3h5OSEzMxMbNu2Dd26ddOYTefw4cPo2bMnPD091dadOXMGSUlJePzxx+Hh4YEHDx7g8OHDOHv2LObNm6cs9/BDrh7WoUMHlXUfffQRrl69ioiICOTl5ak80fbhCbbx8fHw9vZG27ZtcfPmTWX7H72pMhYG9aQ9M+h5ICIiosYJBAK8++67CAwMxIEDB3DkyBHIZDK0b98egwYNqjdjDFAX1FdXV+PcuXM4d+6cyrpp06Zh+vTpytelpaX466+/MGnSJI2TQV1dXVFdXY3Y2Fg8ePAAdnZ26NmzJ95++21llhigLlXm3r17sX//flRWVqJdu3YYM2YMXn75ZbU0kdevX8e1a9fw5ptvamx/hw4dIJPJ8P3336OkpARt2rSBWCzGRx99VG8g35CUlBQAwGeffaa2bvfu3SrvxcaNG3H//n24ublh5MiRCAkJUXtOkbEI5HK5vFn21EJJpVKEhIQgPj6eeeqJiIiawY0bN7Bq1SpERkY2mFedyNQa+13VJY7kRFkiIiIiIgvHoJ6IiIiIyMIxqCciItIVU/wSkZnhRNlmEhkZqTZRQiKRQCKRmKhFRESkN6b4JSIzw6C+maxatYoTZYmIrAVT/BKRmWFQT0REpCum+DVrim/Ga2pqTNwSooYpfkcNkfaSY+qJiIjIqri6ugIAsrOzTdwSooYpfkcVv7NNwZ56IiIisioODg4YMmSI8sFAXbp0UXuAEZEp1dTUIDs7G7t378aQIUMMMkSbQT0RERFZnRdeeAGA6hM/iczNkCFDlL+rTcWgnoiIiKyOUChESEgIJkyYgKKiItTW1pq6SURKQqEQrq6uBk2iwqCeiIjIHKxb97+MOpyEazAODg7MPkctAifKEhERmYOHc98TEemIQT0REZE5iIoCOndm7nsi0guH3xAREZkD5r4noiZgTz0RERERkYVjUE9EREREZOE4/KaZREZGqj0CWCKRQCKRmKhFRERERGQtGNQ3k1WrVjGlFhEREREZBYffEBERERFZOAb1REREREQWjkE9EREREZGFY1BPZEzr1gFicd3/REREREbCoJ7ImPjYdyIiImoGZpv9pry8HNu3b0dmZiYyMzNRWlqKOXPm4Omnn9aqvkwmw5YtW5CcnIzS0lKIxWKEhoYiMDBQ77KZmZlISkrC+fPnkZeXB2dnZ/j7++OVV16Bj4+PQY6brExUVF1Az8e+ExERkRGZbU99SUkJfvrpJ9y4cQN+fn4611+9ejV27NiB4cOHIzw8HEKhEIsXL0Z6erreZX/55RecOHEC/fr1Q3h4OMaOHYv09HTMnTsXOTk5eh8rWbHZs4Fr1/jodyIiIjIqsw3q3dzcEBsbi40bNyIsLEynupmZmThy5AhmzJiBmTNnYuzYsVi2bBk8PT2xefNmvctOnjwZGzZswBtvvIFnn30WISEh+Pjjj1FTU4P//ve/TTxiIiIiIiL9mG1Qb2trC1dXV73qHj9+HEKhEGPHjlUuE4lEGDNmDC5duoT8/Hy9yvbs2RO2trYq+/L29oavry9u3LihV1uJiIiIiJrKbIP6psjOzoaPj4/aE1y7d+8OALh69apeZTWRy+W4f/8+2rRpY4imExERERHpzGwnyjZFYWGhxl5+xbKCggK9ympy6NAhFBQU4OWXX26wnFQqbbTdQN03FI9+G0BERERE1BCrDOqrqqo0BsYikUi5Xp+yj7px4wbWrVuHHj16YNSoUQ22Sdt5AdOmTcP06dO1KktEREREBFhpUC8SiSCTydSWKwJ0RcCua9mHFRUV4cMPP4SDgwOioqJgY2PTYJs2bdqkNsRHE/bSExFZsXXr/pfmllmxiMiArDKod3Nz0zhspqioCADQrl07vcoqlJWVYdGiRSgrK8OKFSs0lnmUg4ODVkE9ERFZsYcfSMegnogMyConyvr5+eHWrVtq49gzMjKU6/UpC9T14C9ZsgS3bt3CwoUL4evra4xDICIiaxQVBXTuzAfSEZHBWXxQX1FRgRs3bqC4uFi5LCgoCLW1tdi3b59ymUwmQ2JiIvz9/eHh4aFX2ZqaGnzyySe4dOkSoqKi0KNHDyMfHRERWRU+kI6IjMSsh9/s2bMHZWVlyuExp0+fVv48fvx4ODo6IisrC9HR0SoTTP39/REUFITY2FgUFxfDy8sLSUlJyMvLQ0REhMo+dCm7ceNGnDp1CoMGDcKDBw+QnJyssn7kyJHGeiuIiIiIiOpl1kF9QkIC8vLylK9PnjyJkydPAgBGjBgBR0fHeutGRkYiLi4OycnJKC0thVgsxsKFCxEQEKB32ezsbAB1NxenT59W2w6DemqROPGPiIjI5ARyuVxu6kZYM6lUipCQEMTHx3OiLFknsbhu4l/nznXDCojI8vFmncgs6BJHWvyYeiIyMU78I7I+D2fpISKLwKCeiJqGE/+IrA9v1oksDoN6IlNZt65u6Mq6daZuCRGRKt6sE1kcBvVEpsKvt4mIiMhAGNQTmQq/3iYiIiIDMeuUltYkMjISQqHqPZREIoFEIjFRi8jkZs/mV9tE5orZXywDzxORElNaGhlTWhIRWSCmarUMPE9k5ZjSkoiIqCk4PM4y8DwRKekV1JeWlmpdNisrS59dEBERaccYmaSY/cV8NHR+eZ6IlPQK6t955x2cO3euwTJyuRzx8fF477339GoYERGRVphJyrrx/BJpRa+gvqioCAsXLsSGDRtQXV2ttj4vLw/z58/Hli1b4Ojo2ORGEhER1YtDMKwbzy+RVvQK6j/66CO4u7tj165diIyMRE5OjnJdcnIyIiIicOHCBQQGBuLzzz83WGOJiIjUcAiG5eMQG6Im0yuo7927Nz7//HMMGzYM165dQ2RkJLZv346YmBh89tlnkMlkCA8Px+LFi+Hq6mroNhMRUUvDJzBbNw6xIWoyvbPfODg44N1330VkZCRsbGzw/fff49ixY+jatStWr16NCRMmGLKdZO74B5fItCzlGtS3nQz6rBuH2BA1WZNSWtbU1ODatWuorKyEXC6HXC5HdXU1amtrDdU+shT8g0tkWpZyDerbTgZ91o1DbIiaTO+g/tatW3j33XeRkJAANzc3/Pvf/8ZTTz2FnJwcREZGYufOnYZsJ5k7/sE1D5bSW0uGp+812Ny/M/q2k0EfEVGD9Hqi7G+//YaNGzeisrISQUFBePvtt+Hk5AQAOHz4ML7++muUl5ejX79+mDt3Ltzc3AzecEvBJ8pSs+LTFUlX/J0hIjJbRn+i7Ndffw2hUIi5c+fi/fffVwb0ADB8+HB88cUX6N27N1JSUvDPf/5Tn10QkT74jQnpir8zRERWQa+e+vfeew+RkZHo0KFDvWXkcjm2b9+OLVu2YPv27U1qpCVT3GH5+PhAKFS9h5JIJJBIJCZqGZEZW7eubsx1VBSHWxCRdePnHTVAl556vYL62tpatQC1PlevXoWfn5+uu7AaHH5DemnpH/IcEkJELQU/76gBRh9+o21AD6BFB/REerOUTCbGwiEhRNRS8POODKRJKS2JyEha+oc8M50QUUvBzzsykFb6VJo0aZJO5ZnekkhHs2fzA56IiCxDSx8yaib06ql3d3fX+K9du3YQCoXKB1EplhOZDeZxb158v4mIrF9LHzJqJvTqqd+wYUO962pra3H+/HmsX78eYrEY8+bN07txRAb38AcPexOMj+83EZH1i4r6X089mYzBx9QLhUL0798fCxcuxJ9//on//ve/ht4Fkf5a+lj15tbQ+81efCIi68B5AWbBaBNlO3ToAH9/fyQmJhprF0S6M8YHD4PT+jX0fvPrWiIiIoMxavYbOzs73Lt3z5i7IDI9SwpOzekGhN+aELUs5vT5Q2SFjBbU5+XlIS0tDW3btjXWLojMgyUFp+Z0A2LtX9cygCFSZU6fP0RWSK+JsklJSfWuKy8vx+3bt5GcnIzy8nI899xzejeOqF7mlD7LktJPcjJT8+EkYSJV/PwhMiqBXC6X61pp4sSJEAgE9a5XbHLkyJGIiIiAjY2N/i20cLo83pd0wMdqG5453ShZA76fRKZlTtegObWFLIoucaReQf3WrVvrDepbtWoFV1dXBAQEoEOHDrpu2uooToaPjw+EQtXRThKJBBKJxEQts3D8gDQ83ig1H/7+EhmfOX2mmVNbyKLoEtTrNfxm+vTpejWsJVu1ahV76g3Jkoa8WAp+Nd58ODSHyPjM6TPNnNpCVsuo2W+IyIJY+8RVc2JJk6uJLFVDn2nNPZHdUj5fOcHfojGoJyJqbpbyB57IWjETj2Z8XyyaVsNvFixY0KSdLFu2rEn1iYiIiAyGw2E04/ti0bQK6lNTU/XeQUNZcoiIiIiaHedlacb3xaJpFdR/9913xm6HmvLycmzfvh2ZmZnIzMxEaWkp5syZg6efflqr+jKZDFu2bEFycjJKS0shFosRGhqKwMDAZitLZBTMnEJED+NnAhFByzH1np6eTfqnj5KSEvz000+4ceMG/Pz8dK6/evVq7NixA8OHD0d4eDiEQiEWL16M9PT0ZitLZBQc80hED2voM4ETH4laDLOdKOvm5obY2Fhs3LgRYWFhOtXNzMzEkSNHMGPGDMycORNjx47FsmXL4Onpic2bNzdLWTIha/8jxswp5sPaf9fIMjT0mcBOAKIWQ6ugfs2aNTh48KCx26LC1tYWrq6uetU9fvw4hEIhxo4dq1wmEokwZswYXLp0Cfn5+UYvSyZk7X/EmDnFfFj77xpZhoY+E5q7E4A3ukQmo1VQ//vvv+PChQsa102aNAlr1641aKOaKjs7Gz4+PmoPe+revTsA4OrVq0YvSybEnmxqLvxdMywGhIbX3J0AvNElMpkmD7+Ry+WQy+WGaIvBFBYWauzlVywrKCgwetlHSaVSrf7JZDItj5LqZYw/Ygw2Wq6Gzn1zB0zW/nvIgNDy8UbX/Fn750gLplX2G0tTVVUFW1tbteUikUi53thlH6XtvIBp06Zh+vTpWpWlZvRwsMFhLy2LOZ17c2qLMTBHtuVrySkRLSULkbV/jrRgVhnUi0QijT3eiqBbEYQbs+yjNm3apDZsRxNNNw1kBhhstFzmdO7NqS3G0JIDQrJ8lhIsW/vnSAtmttlvmsLNzQ1FRUVqyxXL2rVrZ/Syj3JwcNDqH4N6M8XJqS2XOZ17c2qLNeAwBDIkSxl6xM8Rq2WVQb2fnx9u3boFqVSqsjwjI0O53thliYjIzHEMPxkSg2UyMa2H3xw/fhypqalqywUCQb3rFOu//fZb/VvYiIqKCuTn56NNmzZwcXEBAAQFBSEhIQH79u1DcHAwgLonwSYmJsLf3x8eHh7K+sYqa9YsZdwfEZExcRgCWTL+LadHaB3UV1RUoKKiQud1AoFAv5YB2LNnD8rKypRZZU6fPq38efz48XB0dERWVhaio6NVJpj6+/sjKCgIsbGxKC4uhpeXF5KSkpCXl4eIiAiVfRirrFmzlHF/RETGxDH8ZMn4t5weoVVQ/9133xm7HRolJCQgLy9P+frkyZM4efIkAGDEiBFwdHSst25kZCTi4uKQnJyM0tJSiMViLFy4EAEBAc1W1myxd4qItKFvTyB7EImMj3/L6RECubklmbcyUqkUISEhiI+P1yr7DRGR2RCL63oCO3euGyts7HpERKRClzjSKifKkgVh9gki86VvNg9LyQJCRGRFGNSTaTH7BJEqc7rR1TebhzllATGn95OIyIgY1JNpsUePSBVvdA2L7yeRYfAG2ewxqCfTMqcePSJzwBtdw+L7SZbMnAJp3iCbPQb1RETmhDe6hsX3kyyZOQXSvEE2e1rnqaemiYyMhFCoeg8lkUggkUhM1CIioiZg2koi4zOntJV8roPZY0pLI2NKSyKySkxbSUTaaKgDgJ0DjWJKSyIiMi5+FU9E2mhoCJE5DS+yAloNv0lKSmrSTkaNGtWk+kRE1ATG6A3jV/FEpI2GhhCZ0/AiK6DV8JuJEydCIBDovHG5XA6BQICdO3fq1ThrwOE3RGRyHCpDRGSRdIkjteqpf+mll9SC+tzcXBw6dAh2dnYIDAyEp6cnACAvLw8pKSmoqKjAiBEj4OXlpedhEBGRQbA3jIjI6mkV1E+fPl3l9e3btxEZGYkRI0YgPDwczs7OKutLS0vx7bff4vTp01i5cqXhWktExIlVuuNQGSLt8TOGLJReE2W///57ODk5Yc6cOWoBPQA4OTkhIiICjo6O+P7775vcSCIyMT4AhYhaCn7GkIXSK6hPTU2Fv78/bGxs6i1jY2MDf39/pKWl6d04IjIT5vRHjllXiMiY+BlDFkqvoL6qqgpFRUWNlrt//z5kMpk+uyAic2JOf+T4hFAiMqaGPmPM6VtLokfoFdSLxWKkp6cjJSWl3jLnzp1DWloaxGKxnk0jIrPBQJqIyLy+tSR6hFYTZR/1wgsvYNmyZfjwww8xfPhwDBs2DB4eHgCA/Px8HDt2DIcOHQIAPP/88wZrLBEREZHJMJMUmTG9gvrBgwfjzTffxHfffYfff/9d7eFUcrkctra2eP311zF48GCDNJSIiIgMiFledMdMUmTGtHr4VH3y8vJw8OBBXLhwAYWFhQAANzc39OrVC08//TTat29vsIZaKsVDA3x8fCAUqo52kkgkkEgkJmoZERG1aHwoGZHZM/jDp+rj6emJl19+uSmbaDFWrVrFJ8oSmRJ7JYlUcSgJkVXRa6IsEZHF4QQ3smTGyLrCCfBEVqVJQf3169fx7bff4r333sPs2bOxadMm5bqLFy9i165dePDgQZMbSUTUZOaUlpNIV7wpJaJG6B3U79ixA3PmzMHu3btx6dIl5ObmoqSkRKXMhg0bcOzYsSY3koioyZh7miwZb0qJqBF6BfVnzpzBxo0b4e7ujvnz5+OHH37Ao/Nte/bsiTZt2uDUqVMGaSgRkdGwF5TMnTkNleFNMJFZ0iuo37FjB+zt7bFkyRIMHToULi4uGst16dIFt27dalIDiYiMjr2gRNrjTTCRWdIrqL9y5Qr8/f3RoUOHBsu1adMGRUVFejWMrAh7dcjcmVMvKJG5400wkVnSK6iXyWRo3bp1o+Xu378PGxsbfXZB1oS9OkRE1oM3wURmSa+gvn379rh69WqDZWQyGa5duwZvb2+9GkZWhL06REREpCt+068TvYL6wYMHIy8vDzt27Ki3zPbt21FSUoInnnhC37aRtWCvDhEREemK3/TrRK8nyk6dOhWHDh3Cpk2bkJGRgaFDhwKoG25z8uRJnDx5EocPH0b79u0hkUgM2mAiIiIiagH41GOdCOSP5qLU0q1bt7BixQrk5ORAIBBALpdDIBAAAORyOTp16oQFCxa0+OE3UqkUISEhiI+Ph4ODg6mbQ0REREQWQpc4Uq+eegDw8fHBmjVrcPr0afz999/Iy8tDbW0t3N3d0b9/fzzxxBOcJPuQyMhICIWqo50kEgm/ySAiIiKiJtM7qAcAoVCIIUOGYMiQIYZqj9VatWoVe+qJiIiIDGHduv8NzeGcPQB6TpRNS0vDhQsXGi1369YtpKWl6bMLIiIiIiLNOIlWjV5BfXR0NObPn4+lS5eioqKi3nLbtm3DggUL9G4cEREREZEapstWo1dQDwACgQCnT5/GvHnzkJeXZ8g2ERERERHVj+my1egd1A8fPhwTJkxATk4O/t//+38cZkNEREREZCJ6B/VCoRDh4eF4++23UVpaig8++AD79u0zZNuIiIiIiEgLTcp+AwDPPvssOnbsiOXLl+Prr79GTk4OwsPD1dI36kMmk2HLli1ITk5GaWkpxGIxQkNDERgY2Gjdy5cv44cffsDFixcBAP7+/ggLC0OXLl2aVPb27duIi4vDhQsX8ODBA3h4eGD48OGYMmUK7O3tm3jERERERES6a3rkDaB3795YtWoVfH19sXfvXvznP/9BaWlpk7e7evVq7NixA8OHD1feKCxevBjp6ekN1rt8+TLef/993LlzB9OmTcNLL72E27dvY/78+bh586beZfPz8xEZGYmMjAxIJBKEh4ejR48e2Lp1K1auXNnk4yUiIiIi0odBgnoA8PT0RExMDAYPHoxz584hMjISd+7c0Xt7mZmZOHLkCGbMmIGZM2di7NixWLZsGTw9PbF58+YG627ZsgUikQgxMTGYMmUKgoODERMTA7lcjtjYWL3LJicno6ysDAsXLsQLL7yAsWPHYu7cuRg1ahROnTplkBsZesi6dYBYXPc/EREREdXLYEE9ANjb2yM6Ohovvvgi7ty5oxzOoo/jx49DKBRi7NixymUikQhjxozBpUuXkJ+fX2/d9PR09OvXD23atFEuc3NzQ+/evXHmzBmUl5frVVYqlQIA2rZtq7I/V1dXCIVCtGrV5NFM9DDmoCUiIiLSil5B/ahRo9CrV69614eGhmLevHnw9PSEh4eHXg3Lzs6Gj4+P2lNYu3fvDgC4evVqvXVlMhns7OzUltvZ2aG6uho5OTl6le3Tpw8A4PPPP0d2djby8/Nx9OhR/Pbbbxg/fjzH1Bsac9ASERERaUWvruW5c+c2WmbYsGEYNmyYPpsHABQWFsLV1VVtuWJZQUFBvXU7duyIjIwM1NTUwMbGBkBd8J6ZmalWV5eyAwcORGhoKH7++WecOnVKufzFF1/EK6+80uDxKHr5G2NrawtbW1utylq92bOZf5aIiIhIC2Y7XqSqqkpjcCsSiZTr6/Pcc8/hq6++wtq1azF16lTI5XLEx8ejqKhIra4uZYG6uQMBAQF44okn4OzsjD///BPbtm2Dq6srxo8fX2+bwsLCtDruadOmYfr06VqVJSIiIiICtAzqFQ+W6t69O0Qikc4PmgoICNC5YSKRCDKZTG25IshWBPeajBs3Dvn5+UhISEBSUhIAoFu3bggODsbPP/+sMkxGl7JHjhzBF198gW+++Qbu7u4AgCeeeAK1tbXYvHkznnrqKZWx+Q/btGmT2lAiTdhLT0RERES60iqoj46OhkAgwFdffQUfHx/la23t3LlT54a5ublpHGKj6EFv165dg/VnzJiB4OBg5OTkwNHREWKxWJnNxsfHR6+ye/fuRdeuXZUBvcLgwYPx+++/Izs7G/3799fYHgcHB62CeiJqgnXr6iZWR0Vx6BYREbUoWgX1I0eOhEAgUAalitfG5Ofnh/Pnz0MqlaoEwxkZGcr1jXFyckLv3r2Vr1NSUuDu7o6OHTvqVfb+/ftwcnJSq1tdXQ0AqKmp0eLIiMhoHs6YxKCeiIhaEK2C+n/9618NvjaGoKAgJCQkYN++fQgODgZQN4E1MTER/v7+yqw6FRUVyM/PR5s2beDi4lLv9o4ePYqsrCzMnDmz0afd1lfW29sbf//9N27duqXSg3/kyBEIhUKIxeImHDERNVlU1P966omIiFoQs50o6+/vj6CgIMTGxqK4uBheXl5ISkpCXl4eIiIilOWysrIQHR2tMsE0LS0NP/30EwIDA+Hs7IyMjAwkJiZiwIABmDhxosp+dCkbHByMv/76C1FRUZBIJHB2dsaZM2fw119/4Zlnnml0SBARGRkzJhERUQtltkE9AERGRiIuLg7JyckoLS2FWCzGwoULG514265dOwiFQmzfvh3l5eVo3749QkNDMXnyZGXaSn3KBgQEICYmBlu3bsXevXvx4MEDtG/fHq+88gqmTp1q8OMnIiIiItKGQC6XyxsrpMgKo69Ro0Y1qb4lk0qlCAkJQXx8PCfKEhEREZHWdIkjteqpX716tV4TY+VyOQQCQYsO6omIiIioGbXQTGhaBfUvvfSS0bPdEBERERE1WQvNhKZVUM8nnBIRERGRRWgoE5oV9+I3nNuRiIiIiMiSzJ4NXLumOWh/uBffyjCoJyIiIqKWISoK6NzZKp9n0qSUlnl5eThz5gxu376N8vJyaEqkIxAIVPLKt1SRkZFqD72SSCSQSCQmahERERFRC2PFzzPRO6j/8ccfER8frxLIK35WTKpVZL9hUA+sWrWKKS2JiIiIyCj0CuqPHj2KH3/8EZ6ennjxxRdx/PhxpKSkYPHixbhz5w6OHTuG1NRUTJo0CYMGDTJ0m4mIiIiI6CF6BfW//vorWrVqhY8++gienp64cOECACAwMBAAMG7cOOzYsQObN2/GkCFDDNdaIiIiIiJSo9dE2WvXrqFnz57w9PQEoDrcRmHy5Mnw8fHBzz//bIBmEhERERFRffQK6mUyGdq2bat8bWtrCwAoKytTKefn54esrCz9W0dERERERI3SK6h3c3NDcXGx8nW7du0AADk5OSrl7t27h9ra2iY0j4iIiIiIGqNXUN+5c2fcunVL+bpPnz6Qy+XYunUrKioqANRNpr1w4QJ8fX0N01IiIiIiItJIr4mygwYNwunTp3Hu3Dn069cPvXr1Qp8+fZCamopp06ahdevWKCsrg0AgQEhIiKHbTERERERED9Grp37kyJH46quv0KVLF+WyBQsW4Nlnn4WTkxPKy8vRqVMn/Otf/8LAgQMN1lgiIiIiasS6dYBYXPc/GYYFvKcCuabHwJLBSKVShISEID4+ng+fIiIiIuMTi4GcHKBzZ+DaNVO3xjqY6D3VJY7Uq6eeiIiIiMxUVFRd8BkVZeqWWA8LeE8Z1FsrC/iaiIiIiIxg9uy63uTZs03dEuthAe+pXhNlgbr0lQkJCUhLS0NRURGqq6vrLbtz5059d2M1IiMjIRSq3kNJJBJIJBLj7HDFirqviVasMOtfQCIiIiJqOr2C+tTUVCxatAgymQwCgQBOTk6wt7c3dNusyqpVq5p3TH1UVF1Ab8ZfE5mddev+957xRoiIiIgsiF5B/ebNmyGTyfDiiy8iODiYE0DN0ezZDEx1xW83iIiIyELpNab+2rVr8Pf3R2hoKAN6sh4WMAmGiIiISBO9euqdnZ3h6elp6LYQmRa/3SAiIiILpVdP/WOPPYaMjAzU1NQYuj1ERERERKQjvYL6V155BQKBAGvXrkVZWZmh20RERERERDrQa/iNi4sLPv30U8yfPx+vvfYa/vGPf8DNzU0tZSMACAQCRERENLmhRERERESkmV5BvVQqxccff4ybN29CLpfj3Llz9ZZlUE9EREREZFx6BfUbN25EamoqOnfujGeeeQYdOnRgnnoiIiIiIhPRK6g/deoU3N3dERMTw2CeiIiIiMjE9JooW1lZCX9/fwb0RERERERmQK+gvkuXLigqKjJ0W4iIiIiISA96Db956aWXsGjRIvz1118YOHCgodtklSIjI9WyA0kkEkgkEhO1iIiIiIishV5BfatWrSCRSLBkyRIMHz4cgYGBaNeuHQQCgcbyAQEBTWqkNVi1ahUcHBxM3QwiIiIiskJ6BfXR0dEQCASQy+VITk7GoUOHGiy/c+dOfXZDRERERERa0CuoHzlyZL298kRERERE1Lz0Cur/9a9/GbodRERERESkJ72y38yZMwcrVqwwdFuIiIiIiEgPegX1t27dgo2NjaHbQkREREREetBr+I23tzcePHhg6Laokclk2LJlC5KTk1FaWgqxWIzQ0FAEBgY2Wvfy5cv44YcfcPHiRQCAv78/wsLC0KVLlyaVVZT/8ccfceHCBVRVVaFDhw549tlnMXHixCYcLRERERGRfvTqqR8zZgzS0tJw48YNQ7dHxerVq7Fjxw4MHz4c4eHhEAqFWLx4MdLT0xusd/nyZbz//vu4c+cOpk2bhpdeegm3b9/G/PnzcfPmTb3LAsDZs2cxb948FBcXIyQkBK+//joef/xxFBQUGPTYiYiIiIi0pVdP/YQJE3D9+nVER0dj6tSpGDRoEDw8PGBra2uwhmVmZuLIkSMICwtDcHAwAGDUqFF45513sHnzZsTExNRbd8uWLRCJRIiJiUGbNm0AACNGjMDs2bMRGxuL6OhovcpKpVJ89tlnePzxxxEVFaX2MCkiIiIiIlPQK6ifNGkSAEAul2PTpk3YtGlTg+X1yVN//PhxCIVCjB07VrlMJBJhzJgxiI2NRX5+Pjw8PDTWTU9Px4ABA5RBOgC4ubmhd+/eOHPmDMrLy9G6dWudyx4+fBj379/HK6+8AqFQiIqKCohEIgb3RERERGRSegX17u7uhm6HmuzsbPj4+Kg9hbV79+4AgKtXr9Yb1MtkMtjZ2aktt7OzQ3V1NXJyctCjRw+dy6akpMDBwQEFBQVYtmwZbt26BXt7e4wcORKzZs2CSCRq0jETEREREelDr6B+w4YNhm6HmsLCQri6uqotVyxraAx7x44dkZGRgZqaGmWWHplMhszMTLW6upS9ffs2ampqsHTpUowZMwYzZsxAamoq9uzZg7KyMsybN6/eNkmlUq2O29bW1qDDmIiIiIjI+ukV1DeHqqoqjcGtoje8qqqq3rrPPfccvvrqK6xduxZTp06FXC5HfHw8ioqK1OrqUraiogKVlZUYN24c3njjDQDAE088gerqauzbtw8vv/wyvL29NbYpLCxMq+OeNm0apk+frlVZIiIiIiLAgEF9aWkpAMDJyckg2xOJRJDJZGrLFUF2Q0Ndxo0bh/z8fCQkJCApKQkA0K1bNwQHB+Pnn3+Gvb29XmUV+3zqqadU9jd8+HDs27cPly5dqjeo37Rpk9pQIk3YS09EREREumpSUP/nn39i165duHjxokqw3atXL0yYMAGPPfaY3tt2c3PTOMRG0YPerl27BuvPmDEDwcHByMnJgaOjI8RiMWJjYwEAPj4+epV1c3PD9evX0bZtW5X6Li4uAP53Y6OJg4ODVkE9EREREZGu9A7qv/32W+zZswdyuRxAXdAqEAhQVlaGv//+GykpKZgwYQJmzZql1/b9/Pxw/vx5SKVSlWA4IyNDub4xTk5O6N27t/J1SkoK3N3d0bFjR73KduvWDSkpKSgoKFBZXlhYCAAqGXSIiIiIiJqLXrkYjx49it27d6NNmzZ4/fXX8eOPP+Knn35S/v/GG2/AxcUFu3fvxtGjR/VqWFBQEGpra7Fv3z7lMplMhsTERPj7+ysz31RUVODGjRsoLi5utM1ZWVmYOHFioyko6yv75JNPAgAOHjyoUv7AgQOwsbFBnz59dDpGIiIiIiJD0Kun/tdff4WtrS1WrFihNpTFwcEBEokE/fv3R0REBPbu3Ythw4bpvA9/f38EBQUhNjYWxcXF8PLyQlJSEvLy8hAREaEsl5WVhejoaJUJpmlpafjpp58QGBgIZ2dnZGRkIDExEQMGDMDEiRNV9qNL2a5du2LMmDE4ePAgampqEBAQgNTUVBw/fhwvvPBCo0OCiIiIiIiMQa+g/tq1a+jbt69aQP8wHx8f9O3bFxcvXtS7cZGRkYiLi0NycjJKS0shFouxcOFCBAQENFivXbt2EAqF2L59O8rLy9G+fXuEhoZi8uTJyrSV+pQFgLfeegseHh5ITEzEH3/8AQ8PD8yaNUv5QC4iIiIiouamV1Avk8lUssLUx97eXmMGG22JRCLMnDkTM2fOrLdMnz59sHv3bpVlXl5e+PDDD7Xahy5lAaBVq1aYNm0apk2bpnUdIiIiIiJj0mtMvZeXF9LS0lBRUVFvmYqKCqSlpcHLy0vvxhERERERUeP0CuqffPJJFBcXY9myZbh9+7ba+tzcXCxfvhwlJSV6jacnIiIiIiLt6TX8ZsqUKTh16hTOnTuHt956C127doWnpycAID8/H5cvX0ZtbS26deuGyZMnG7K9RERERET0CL2Cejs7O3z00UeIjY3FwYMHkZWVhaysLOV6kUiEMWPGYMaMGbCzszNYY4mIiIiISJ3eD59q3bo13njjDbz66qu4cuWK8gFMbm5u6Nq1q1YTaYmIiIiIqOn0DuoV7O3tVZ7ESppFRkaqPfRKIpFAIpGYqEVEREREZC2aHNSTdlatWgUHBwdTN4OIiIiIrJBWQf2PP/7YpJ0wpzsRERERmbV164AVK4CoKGD2bFO3RmdaB/UCgQByuVzrDQsEAuXPDOqJiIiIyKytWAHk5NT9b61B/YwZM3TaaEFBAQ4ePIiqqiqV4J6IiIiIyCxFRf2vp94CaRXUP//881ptrKioCNu2bcOBAwcgk8ng4OCAiRMnNqmBRERERERGN3u2RfbQKxhkomxxcTH++9//4rfffoNMJoO9vT2mTJmCyZMnw8nJyRC7ICIiIiKiejQpqC8pKcEvv/yC3377DRUVFbC3t8fUqVMxZcoUODs7G6qNRERERETUAL2C+tLSUmzfvh179uxRBvPBwcEIDg5GmzZtDN1GIiIiIiJqgE5BfVlZGRISErBnzx5IpVLY2dlh8uTJmDp1KlxcXIzVRiIiIiIiaoBWQb1UKsWOHTuwa9cuSKVSiEQiTJo0CVOnTkXbtm2N3EQiIiIiImqIVkH9zJkzUV5eDltbW0yYMAHPP/88XF1djd02IiIiIiLSgtY99QKBADKZDHv37sXevXt12klCQoJejSMiIiIiosZpPaZe8TTZmpoaozXGmkVGRkIoFKosk0gkkEgkJmoREREREVkLrYL6Xbt2GbsdVm/VqlVwcHAwdTOIiIiIyAoJGy9CRERERETmjEE9EREREZGFY1BPRERERGThGNQTEREREVk4BvVERERERBaOQT0RERERkYVjUE9EREREZOEY1BMRERERWTgG9UREREREFo5BPRERERGRhWNQT0RERERk4VqZugEtRWRkJIRC1XsoiUQCiURiohYRERERkbVgUN9MVq1aBQcHB1M3g4iIiIisEIffEBERERFZOAb1REREREQWjkE9EREREZGFY1BPRERERGThGNQTEREREVk4s85+I5PJsGXLFiQnJ6O0tBRisRihoaEIDAxstO7ly5fxww8/4OLFiwAAf39/hIWFoUuXLk0q+7D4+HjExcXB19cXX375pR5HSERERETUdGbdU7969Wrs2LEDw4cPR3h4OIRCIRYvXoz09PQG612+fBnvv/8+7ty5g2nTpuGll17C7du3MX/+fNy8eVPvsg+7d+8etm3bBnt7e4McKxERERGRvsw2qM/MzMSRI0cwY8YMzJw5E2PHjsWyZcvg6emJzZs3N1h3y5YtEIlEiImJwZQpUxAcHIyYmBjI5XLExsbqXfZhGzduhL+/P7p162aIwyUiIiIi0pvZBvXHjx+HUCjE2LFjlctEIhHGjBmDS5cuIT8/v9666enp6NevH9q0aaNc5ubmht69e+PMmTMoLy/Xq6xCWloajh8/jvDw8KYeJhERERFRk5ltUJ+dnQ0fHx+1p7B2794dAHD16tV668pkMtjZ2aktt7OzQ3V1NXJycvQqCwA1NTX45ptv8Mwzz0AsFutySERERERERmG2E2ULCwvh6uqqtlyxrKCgoN66HTt2REZGBmpqamBjYwOgLnjPzMxUq6tLWQDYt28f8vPzsXTpUp2ORyqValXO1tYWtra2Om2biIiIiFo2sw3qq6qqNAa3IpFIub4+zz33HL766iusXbsWU6dOhVwuR3x8PIqKitTq6lK2pKQEW7ZsQUhICFxcXHQ6nrCwMK3KTZs2DdOnT9dp20RERETUspltUC8SiSCTydSWK4JsRXCvybhx45Cfn4+EhAQkJSUBALp164bg4GD8/PPPKhlrdCkbFxcHJycnjB8/Xufj2bRpk9pQIk3YS09EREREujLboN7NzU3jEBtFD3q7du0arD9jxgwEBwcjJycHjo6OEIvFymw2Pj4+Ope9ffs29u/fj1mzZqGwsFBZVyaToaamBnfv3oWDgwOcnZ01tsfBwUGroJ6IiIiISFdmG9T7+fnh/PnzkEqlKsFwRkaGcn1jnJyc0Lt3b+XrlJQUuLu7o2PHjjqXLSgoQG1tLdavX4/169er1Z81axYmTpzIjDhERERE1OzMNqgPCgpCQkIC9u3bh+DgYAB1veKJiYnw9/eHh4cHAKCiogL5+flo06ZNg+Pcjx49iqysLMycORNCYcNJfzSV9fX1RXR0tFrZuLg4lJeXIzw8HF5eXvoeLhERERGR3sw2qPf390dQUBBiY2NRXFwMLy8vJCUlIS8vDxEREcpyWVlZiI6OVplgmpaWhp9++gmBgYFwdnZGRkYGEhMTMWDAAEycOFFlP9qWdXFxwdChQ9XauWvXLgDQuI6IiIiIqDmYbVAPAJGRkYiLi0NycjJKS0shFouxcOFCBAQENFivXbt2EAqF2L59O8rLy9G+fXuEhoZi8uTJyrSV+pQlIiIiIjJHArlcLjd1I6yZVCpFSEgI4uPjOVGWiIiIiLSmSxxptk+UJSIiIiIi7TCoJyIiIiKycAzqiYiIiIgsHIN6IiIiIiILx6CeiIiIiMjCmXVKS2sSGRmp9tAriUQCiURiohYRERERkbVgUN9MVq1axZSWRERERGQUHH5DRERERGThGNQTEREREVk4BvVERERERBaOQT0RERERkYVjUE9EREREZOEY1BMRERERWTgG9UREREREFo5BPRERERGRhWNQT0RERERk4RjUExERERFZOAb1REREREQWrpWpG9BSREZGQihUvYeSSCSQSCQmahERERERWQsG9c1k1apVcHBwMHUziIiIiMgKcfgNEREREZGFY1BPRERERGThGNQTEREREVk4BvVERESGtG4dIBbX/U9E1EwY1BMRERnSihVATk7d/0REzYRBPRERkSFFRQGdO9f9T0TUTJjSkoiIyJBmz677R0TUjNhTT2ZBJpNh69atkMlkpm4K6Ynn0PLxHFo2nj/Lx3No2Ux9/hjUk1mQyWT48ccf+UFmwXgOLR/PoWXj+bN8PIeWzdTnj0E9EREREZGF45j6ZhIZGQmhUPUeSiKRQCKRmKhFRERERGQtGNQ3k1WrVsHBwcHUzSAiIiIiK8ThNyb266+/WtR2jb1tY+H73HzbNhaeQ+Nv15j4Pjffto2F77Pxt2tMfJ+bb9umwqDexHghNA++z823bWPhOTT+do2J73PzbdtY+D4bf7vGxPe5+bZtKgzqiYiIiIgsHIN6IiIiIiILx6CeiIiIiMjCMfuNkcnlcgCAVCrVuL62trbedU1hrO0aa9uK7VlSm425XUvcNs9h823bWNs15jnk+2z8bfMabL5t8xpsnm1bWpuNcf4U21LEkw0RyLUpRXq7d+8ewsLCTN0MIiIiIrJQmzZtgru7e4NlGNQbWW1tLQoLC9G6dWsIBAJTN4eIiIiILIRcLkd5eTnc3NzUHmL6KAb1REREREQWjhNliYiIiIgsHIN6IiIiIiILx+w31CQ5OTn48ccfcfnyZRQVFcHOzg6+vr4IDg7GoEGDdC4HAOXl5di+fTsyMzORmZmJ0tJSzJkzB08//bRKudTUVERHR2tsV0xMDHr06GH4A7Yyxjh/mZmZSEpKwvnz55GXlwdnZ2f4+/vjlVdegY+Pj0pZmUyGLVu2IDk5GaWlpRCLxQgNDUVgYGCzHL81MOU55DXYdMY4f7qU5TXYdKY8h7wGDcMY5/BR8fHxiIuLg6+vL7788kuVdYa6DhnUU5Pk5+ejvLwco0ePhpubGyorK3HixAksWbIEb7/9NsaOHatTOQAoKSnBTz/9BA8PD/j5+SE1NbXBNkyYMAH/+Mc/VJZ5eXkZ/mCtkDHO3y+//IKLFy8iKCgIYrEY9+/fx549ezB37lysXLkSnTt3VpZdvXo1jh8/jokTJ8Lb2xu///47Fi9ejGXLlqF3797N/n5YIlOfQ4DXYFMY4/zpUpbXYNOZ+hwCvAabyhjn8GH37t3Dtm3bYG9vr3G9wa5DOZGBVVdXy//5z3/K33jjDb3KVVVVyQsLC+VyuVyemZkpHz9+vPzgwYNq9c+fPy8fP368/NixY4ZrPDX5/F24cEFeVVWlsuzWrVvyKVOmyFeuXKlclpGRIR8/frz8l19+US6rrKyUh4eHy999910DHEnL1VznkNegcTT1/Glblteg8TTXOeQ1aDyGPIcff/yxPDo6Wh4VFSV/6623VNYZ8jrkmHoyOBsbG7i7u6OsrEyvcra2tnB1ddVpn1KpFDU1NTq3ldQ19fz17NkTtra2Ksu8vb3h6+uLGzduKJcdP34cQqFQpWdDJBJhzJgxuHTpEvLz8w1wNC1Tc53Dh/EaNJymnj9ty/IaNJ7mOocP4zVoWIY6h2lpaTh+/DjCw8M1rjfkdcjhN2QQFRUVqKyshFQqxalTp/DXX39h2LBhepfTxZo1a1BeXg6hUIjevXsjLCxM7WtIapixz59cLsf9+/fh6+urXJadnQ0fHx84ODiolO3evTsA4OrVq/Dw8GjikbUcpjiHCrwGm84Y56+xsrwGDcsU51CB16BhGPoc1tTU4JtvvsEzzzwDsViscZ+GvA4Z1JNBbNiwAfv27QMACIVCDB06FLNnz9a7nDZatWqFJ554Ao899hjatGmD69evIyEhAVFRUfjkk0/QtWtX/Q+ohTH2+Tt06BAKCgrw8ssvK5cVFhZq/EZGsaygoECvY2mpTHEOeQ0ajjHOX2NleQ0alinOIa9BwzL0Ody3bx/y8/OxdOnSevdpyOuQQT0ZxMSJExEUFITCwkIcPXoUtbW1kMlkepfTRs+ePdGzZ0/l68GDByMoKAj//Oc/ERsbi8WLF+t9PC2NMc/fjRs3sG7dOvTo0QOjRo1SLq+qqlIb4gHUfe2oWE/aM8U55DVoOMY4f42V5TVoWKY4h7wGDcuQ57CkpARbtmxBSEgIXFxc6t2nIa9Djqkng+jUqRP69++PUaNG4T//+Q/Ky8uxZMkSyB95YLG25fTl7e2NIUOG4Pz58xxbqANjnb+ioiJ8+OGHcHBwQFRUFGxsbJTrRCKRxg9LxQeY4gONtGOKc6gJr0H9GOP8NVaW16BhmeIcasJrUH+GPIdxcXFwcnLC+PHjG9ynIa9DBvVkFEFBQcjKysKtW7cMUk4X7u7uqK6uRmVlpcG22dIY4vyVlZVh0aJFKCsrw+LFi9GuXTuV9W5ubigqKlKrp1j2aHnSTXOcw/rwGmw6Y3yGPlqW16BxNcc5rA+vQcPQ9xzevn0b+/fvx4QJE1BYWIi7d+/i7t27kMlkqKmpwd27d/HgwQMAhr0OOfyGjEJxhymVSg1SThd37tyBSCSqNx8sNa6p56+qqgpLlizBrVu3sHTpUo2TK/38/HD+/HlIpVKVCUIZGRnK9aS/5jiH9eE12HTG+Ax9tCyvQeNqjnNYH16DhqHvOSwoKEBtbS3Wr1+P9evXq5WfNWsWJk6ciPDwcINeh+yppya5f/++2rLq6mokJSVBJBKhU6dOOpXTRXFxsdqyq1ev4vTp0wgMDIRQyF/vxhjj/NXU1OCTTz7BpUuXEBUVVe8TDYOCglBbW6ucbATUPVUvMTER/v7+zLqhJVOeQ16DTWeM86dtWV6DhmHKc8hr0DAMfQ59fX0RHR2t9s/X1xceHh6Ijo7GmDFjABj2OmRPPTXJl19+CalUioCAALi5ueH+/fs4dOgQbt68iddeew2tW7fWqZzCnj17UFZWppz1ffr0aeXP48ePh6OjIz755BOIRCL06NEDbdu2xfXr17F//37Y2dnh1Vdfbd43wkIZ4/xt3LgRp06dwqBBg/DgwQMkJyer7HPkyJEAAH9/fwQFBSE2NhbFxcXw8vJCUlIS8vLyEBER0XxvgoUz5TnkNdh0xjh/2pblNWgYpjyHvAYNw9Dn0MXFBUOHDlXbz65duwBAZZ0hr0OB3FAzFKlFOnLkCA4ePIhr167hwYMHaN26Nbp164bx48dj8ODBOpdTeO2115CXl6dxn9999x3at2+PXbt24fDhw8jNzYVUKoWLiwv69u2LadOmwdvb22jHbE2Mcf7mz5+PtLS0eve5e/du5c9VVVWIi4vDoUOHUFpaCrFYjNDQUAwYMMDwB2ulTHkOeQ02nTHOny5leQ02nSnPIa9BwzBWLPOo+fPno6SkBF9++aXKckNdhwzqiYiIiIgsHAdbERERERFZOAb1REREREQWjkE9EREREZGFY1BPRERERGThGNQTEREREVk4BvVERERERBaOQT0RERERkYVjUE9EREREZOEY1BMRERERWbhWpm4AEVmmCRMm6FTe09MTGzZswPz585GWlobvvvsO7du3N1LrzENFRQX+/vtvnDlzBhcuXEBeXh6EQiG8vLzwxBNPYPLkyWjdurVW2/r3v/+Nc+fOAQA2bdoEd3d3lfWpqamIjo6ut76/vz9Wrlypsmzr1q348ccfG9338uXLERAQoLKssrIS27Ztw9GjR5Gfnw9nZ2cMGDAAoaGhaNeuXb3bSkxMxN69e3Hjxg20atUK/v7+CAkJQc+ePeutc+HCBfz888/IyMhAdXU1OnXqhPHjx2PUqFGNtv1hr732GvLy8pSvw8LCEBwcrHxd3/thb28PLy8vBAUFYdKkSbC3twfQ+HuuyahRo/Cvf/0LiYmJWLNmjfK1gmL5w+zs7ODo6Ahvb2/4+/tj5MiR6Ny5s077bYziWB5tj7nZuXMnvvvuO+VrxecKETGoJyI9aQqoLl68iNzcXPj5+cHPz09lXZs2bZqraWbj8OHD+OKLLwAAnTp1wqBBg1BeXo6LFy9i69atOHLkCJYvX462bds2uJ3ExEScO3cOAoEAcrm8wbJeXl4aA2QvLy+1ZX5+fvUGxoWFhUhJSYGdnR26du2qsq6qqgoLFixARkYG3NzcMHjwYOTl5SExMRFnzpzBypUr0aFDB7Vtfvvtt9i1axdEIhECAwMhk8mQkpKCv//+G1FRURg6dKhanePHj+OTTz6BXC5H79690aZNG5w7dw6fffYZrl69itdee63B90MTxTHXFxg//Psrl8tRUFCACxcuIC4uDidPnsSKFStgb2+Ptm3banz/Tpw4gYqKCgwYMEDt3Pbq1UurNj58Hqurq1FSUoLs7GykpaXhl19+wYgRI/Dmm2/CwcFB28O2Cp06dVK+50lJSSZuDZF5YVBPRHrR1Jv32WefITc3F0OGDMH06dPrrVdZWdlgb661aNWqFZ599llMmjQJnTp1Ui4vLCzE4sWLkZ2djW+//Rbz5s2rdxvFxcXYuHEjAgMDcevWLZWeZk169uypdU/r0KFDNQbSALB582akpKRg6NChat8mxMfHIyMjAz169MCHH36oXL9jxw5s2LABa9aswfLly1XqpKSkYNeuXXB2dsbKlSvh7e0NALh06RLmz5+PNWvWoE+fPnByclLWefDgAdauXYva2lrMnz8fTzzxBACgqKgI77//Pnbs2IFBgwahT58+Wh2vQmPvj6bf3zt37mDevHm4cuUK9u3bh8mTJ6NTp04at5WWloaKigo8//zzOrdNQdN5lMvlOHPmDL755hscOnQI9+7dw5IlS9CqVcv5Uz5gwAAMGDAAAIN6okdxTD0RNStPT0906tSpRQQio0ePxjvvvKMS0AOAm5sb3nzzTQDAyZMnIZPJ6t3Gt99+i8rKSmX55iCXy3H48GEAwMiRI1XWyWQy/PrrrwCA2bNnqwT8kydPhlgsRlpaGi5fvqxSb8eOHQCAkJAQZUAPAD169MC4ceNQVlaGgwcPqtQ5cOAApFIpBg8erAzoAcDV1RVhYWEAgISEhCYerXY6dOiAZ599FkBd0G4KAoEAgwYNwqeffgo3NzekpaVh7969JmkLEZkf6/+rSkRmpb4x9RMmTICnpyfWr1+Pbdu2ISkpCQUFBfD09MTUqVPx9NNPAwDOnTuH+Ph4XL58GUKhEIMGDcKsWbM0Du+pqanB/v37kZSUhOvXr6OmpgY+Pj4YPXo0xo8fDxsbm2Y77keJxWIAdUHygwcP4Obmplbmr7/+wuHDhxEaGqpx+IyxpKam4t69e3B1dUW/fv1U1l28eBFlZWXw8vJSG5YDAEFBQbh27RpOnz6Nbt26Aagbf3/+/Hnlek11du/ejdOnT2PKlCnK5WfOnKm3zmOPPQaRSIRz586hqqoKIpFI/wPWkmIoTU1NjdH31Vg7Xn75ZXz++efYs2cPJk6cqHXdnJwc/PDDD0hLS0NtbS38/Pzw4osv1vv+FRYWIjk5GWfOnEFubi5KSkrg5OSEnj174vnnn0f37t2VZWUyGV599VVUVlbi+++/V/nWReHixYt477330Lt3b6xYsQLA/24i9+7di9zcXJSVlcHFxQU+Pj4YOnQoJBKJju8QUcvEnnoiMisff/wxduzYgc6dO6N37964e/cu1qxZg8TERBw/fhz/+c9/UFNTgwEDBsDe3h7JyclYtmyZ2ljzyspKLFy4EF9//TVu374Nf39/9O/fH0VFRfjuu++wfPly1NbWmugogbt37wKoG6Lj7Oystr6iogJfffUVOnbsqDKZszG5ubn4/vvv8cUXXyA2NhZ//vmnzsd56NAhAMBTTz2lduNz9epVAECXLl001lUE+teuXVMuu3XrFmQyGVxcXNQm+NZX5+HXmm4ebG1t4evri6qqKty6davRYzKErKwsAFD75sUUnnzySQiFQuTm5uLevXta1cnKysK8efNw6tQpuLu74/HHH0dVVRUWL16MY8eOaaxz6tQpbN68Gffv34dYLMaQIUPg5uaGkydP4v3338fZs2eVZW1tbTF69GhUVVUpv+l51P79+wEAY8eOVS7btGkTPv30U1y+fBlisRhDhw6Ft7c3rl27hu3bt2v7lhC1eOypJyKzkZeXh9atW+Obb76Bi4sLAOD8+fNYsGABfvjhB8hkMixYsACPP/44AEAqlWLevHm4cOECUlNT0bdvX+W2Nm7ciPPnz2PYsGF4++234ejoqKwTExODU6dOYf/+/Rg3blzzHyiAXbt2AagbI2xra6u2fsuWLcjLy8NHH32kcX19Ll68iIsXL6osE4vFmD9/vsqwl/pUVVXhxIkTANSH3gBAfn4+AGgMzh9e/vDYf0Wd+uZR2Nvbw9HREaWlpZBKpXBwcIBUKkVZWVmj+7p8+TLy8/PVJmYbSm1tLQoLC3Ho0CEcOnQIjo6OeO6554yyL104ODigffv2yM3NxfXr1+t9jxTkcjk+++wzlJeX46WXXsLLL7+sXPfrr79i3bp1Guv17NkTX3zxhdqk4rNnz2LJkiVYt24dvvnmGwgEAgB1wfrOnTuxf/9+tR52qVSKY8eOwcnJSTmcqqqqCnv27EHr1q2xdu1alQnWNTU1uHTpkvZvClELx556IjIr4eHhyoAeAPr27YsuXbqgsLAQAwcOVAb0QF1go2mc8/3793HgwAG4u7tjzpw5yoBeUSciIgKtWrUy2XjkP//8EwcPHkSrVq0QGhqqtv7y5cvYtWsXRo0apfVESwcHBwQHB2PlypXYunUrtm7diqVLl8Lf3x/Xrl3DBx98oAySG3Lq1CmUlZXB19dXYw95RUUFgLo0i5oolpeXlyuXKX6urw4AZZpIRdmH69dXT1FHKpXWu119/Pjjj5gwYQImTJiASZMmISwsDN9//z369etXb2YfU1AMOdPmvKampuLGjRvo0KEDXnrpJZV1EokE/v7+GuuJxWKNWYIGDBiAJ598Erm5ucjJyVEu9/HxQZ8+fXD16lVkZmaq1Dl8+DAqKysxcuRI5XAfqVQKmUwGLy8vtffVxsYGvXv3bvTYiKgOe+qJyGy0atVKLR86UDdJMTs7G4GBgRrXAXVjfxVSU1NRXV2NgQMHagwIXV1d4e3tjZycHFRWVjYYbBrajRs38Omnn0IulyMsLEyth7mmpgaff/45HB0dMXPmTK2327VrV7UgvF+/fggICMCCBQuQnp6OvXv34oUXXmhwO4qhN5p66VuKR1OyKtJJpqSkIC4uDnPnzlXeUFiK9PR0AHXzEzTNJXnqqaeQkZGhsa5MJsNff/2FzMxMlJSUKCd2K4ZH3b59WzlHBADGjRuH8+fP48CBAypj7hVDbxQ34kDd/AB3d3dkZ2dj8+bNGDt2rNncNBFZGgb1RGQ22rZtqzHgUARQmoZvKLKvPJxBRjH0Y//+/cpAoj6lpaUNBvWKlJKPeuaZZ3TuRSwoKMCiRYtQWlqKyZMna5zguGvXLmRnZyMiIkLlGwt92djYYOrUqUhPT8fZs2cbDOpLSkpw9uxZCIVCjBgxQmMZxbmorKzUuF6x/OGsOIqf66sD/O8bAEXZh+tXVlZqzMeuqGPoXO2aUlrKZDJ8/fXXOHjwIEQiESIjIw26T32UlJQAgMY5GY9S3PR6eHhoXO/p6alx+bVr17BkyZIGU6k+/K0KUPf+ubq64siRI3jttdfQunVrXL58GVeuXEGPHj3Uev7nzp2LmJgY/PLLL/jll1/g6emJgIAADBs2DI899lijx0ZEdRjUE5HZEAobHhHY2HoFxcTQLl26qPQgatJYas2KigqN+bD79OmjU1D/4MEDfPDBB8jLy8PTTz9dby/86dOnIRAI8Pvvv6vtt6ioCACwYsUK2Nra4vnnn8fAgQMb3bdiLL2ifn2OHj2K6upq9O3bt94x2oqgsL7JmYrlDweJijoFBQUa61RUVKCsrAxOTk7KAN3BwQGOjo4oKyvDvXv34OvrW+++6gtUDcnW1hazZs1CYmIiDh8+jPDwcK2CaWORSqW4c+cOAONN3JXL5fj444+Rl5eHcePGYdy4cWjfvj1at24NgUCA2NhYbNu2TW2SeqtWrfD0009j27ZtOHLkCJ599lkcOHAAgGovvUK/fv2wfv16nD59GmfPnkVqaiqSkpKQlJSEJ554AvPnzzfK8RFZGwb1RGR1FAFpr1698MYbbzRpW+3bt8fu3bubtI3y8nIsWrQIN27cwNChQ/HOO+8oJxZqIpfLlcMlNFEMkxg9erRW+y8tLQXQ8Jh2QLuhN4phKdnZ2RrXX7lyBQBUbqZ8fHxga2uL4uJiFBQUqH3joqmO4nV6ejquXLmiFtRXV1fj+vXrEIlE8PHxafC4DMXBwQFt2rRBcXExcnNzTRrUHz16FHK5HD4+Plo9yE2RMlUxaflRmnrib968iZs3b6Jbt25466231NYrbio0GTt2LH755RccOHAAw4cPx5EjR+Dg4IAnn3xSY3kHBweMGDFC+Q3RpUuX8PHHH+PEiRP4888/2WNPpAVOlCUiq9O3b18IhUKcPn0a1dXVJm2LTCbD0qVLkZmZiQEDBmDevHkN5sdfvnw5du/erfGfovd706ZN2L17tzJ3f2MU2Ww0TXxVuHPnDi5dugSRSKTyoKdH9ezZE46OjsjNzdUY2B8/fhwAMGjQIOUyOzs7ZWYiTakTNdUBoJwUrVj/sDNnzqCqqgr9+vVrlhz1QF3vuGLIy6NP2W1O9+/fx9atWwHUPd9BG7169QJQ97ugKcXp0aNH1ZYpbgY1fWtTWlqKlJSUevfn6emJAQMGIDMzE3FxcSgrK8Pw4cO1novQo0cP5c3lwxNxiah+DOqJyOq0a9cOY8aMQV5eHmJiYjQOO7l9+7bGYNGQampqEBMTg/Pnz6N3796YP3++TukpdbFz5061Xli5XI7ffvsNO3fuhEAgaDAVY3JyMoC68dANjVG3tbVVpipct26dclw7UPfU2GvXriEgIED54CmFyZMnAwDi4+Nx+/Zt5fJLly5h3759cHR0xJgxY1TqPPPMM3BwcMCpU6eUNyZAXVC7adMmAFB5WJUxyWQyfPfdd5DL5Wjfvj06duzYLPt9mFwux59//on/9//+HwoLC9G3b1+VfO8N6dOnDzp27Ijc3FzEx8errPvtt980po708vKCUCjE+fPnVc5ZVVUVvvzySzx48KDBfSrSxe7cuROA5qE3eXl5SExMVPk9UuxD8cCyxtJ1ElEdDr8hIqsUHh6Ou3fv4sSJEzh79iz8/Pzg4eGByspKXL9+Hbm5uRg8eLDGp5Uayq+//oqTJ08CqEs/+PXXX2ssN3PmzCZPit21axc2btyIrl27on379pDJZLh27Rru3r0LoVCI119/XS3QfpjiYUHaZL0JCQnBuXPncPHiRbzxxhvo1asX8vPzkZGRARcXF8yZM0etTv/+/TFx4kTs2rULERER6N+/P6qrq5GSkgK5XI45c+aoPYHU2dkZERER+OSTT7BixQr06dMHzs7OSElJQVlZGSZPnqx1yk9d/PHHH8qHgwH/y35TWFgIOzs7zJkzp8HhU7qob57IxYsX8dlnnwGoG2r04MEDXLlyRflNwciRIzF79mytn4osFAoxd+5c/Pvf/8bWrVtx4sQJ+Pr6Ijc3F5cvX8Zzzz2nluK1bdu2GDNmDPbv349//vOf6Nu3L+zs7JCeno7a2lqMHj0av//+e737HDhwINzd3XHv3j1069ZN4zdFpaWlWLNmDdatW4du3brB3d0dFRUVuHTpEoqLi9GtW7cGvzkiov9hUE9EVsnOzg6LFi3C4cOH8fvvv+Pq1avIyspCmzZt4OnpiZEjR+Kpp54yahsUwxcAKIN7TaZPn97koH7y5Mn4+++/cf36ddy4cQPV1dVwc3PDiBEjMGHCBJXUgo/KzMzErVu30LZtW41pQx8lEomwbNky5UTIP/74A87Ozhg9ejRCQ0Pr7VkNDw+Hn58ffv31V6SkpKBVq1bo168fXnrpJfTs2VNjnaCgICxfvhzx8fHIyMhAdXU1OnXqhPHjx2s9p0BXV69eVT45F6j7dsLd3R1jx47FlClTtHqIV2MU2ZrqG46Sm5uL3NxcAHXvt5OTEzp16qQclqIpd3xj/P39ERMTgx9++AHp6em4c+cOxGIxPvjgA9jb22t8bsObb76Jjh074sCBAzh//jwcHBzQv39/vPLKK0hMTGxwfzY2NggICMChQ4c09tIDdSlpX3vtNZw7dw7Xr19HVlYW7Ozs0L59e7zwwgt49tlnjfbtFpG1EcgfnbZORERkhV577TXk5eU1eeKzIWzatAnbt29HWFgYgoODTd0co6ioqMD//d//oba2Fps3bzZ46tEJEybA09MTGzZsMOh2iSwVe+qJiKhFUQxreeqpp7RKCWpo9+/fV04Y1vSwNWuxd+9elJWVQSKRGCygP3v2rHKoGBGpYlBPREQtiiL/f+fOnZs1qD958iSSkpJw4cIFlJSU4LHHHmtwWJQlKikpwebNm3H//n389ddfaN26NZ5//nmDbf/GjRsanxtBRBx+Q0RE1Cy2bt2Kn3/+Ge7u7ggKCsK0adO0TvFoKe7evYtZs2ahVatWEIvFmDlzplEmMxOROgb1REREREQWjnnqiYiIiIgsHIN6IiIiIiILx6CeiIiIiMjCMagnIiIiIrJwDOqJiIiIiCwcg3oiIiIiIgvHoJ6IiIiIyMIxqCciIiIisnAM6omIiIiILNz/BxcwPo3syoauAAAAAElFTkSuQmCC","text/plain":["<Figure size 848.5x400 with 1 Axes>"]},"metadata":{"image/png":{"height":380,"width":757}},"output_type":"display_data"}],"source":["%matplotlib inline\n","bin_time = 15/input_1/2\n","lc_collection_binned = lc_stitched.bin(bin_time)\n","lc_collection_binned.plot(color = 'red', lw = 0, marker = '.')"]},{"cell_type":"code","execution_count":null,"metadata":{"cell_id":"6be7f6b510c14b2ea7fe365cccc36794","deepnote_cell_type":"code","deepnote_to_be_reexecuted":false,"execution_millis":443,"execution_start":1722659304873,"source_hash":null},"outputs":[{"data":{"text/plain":["<AxesSubplot: xlabel='Time - 2457000 [BTJD days]', ylabel='Normalized Flux'>"]},"execution_count":17,"metadata":{},"output_type":"execute_result"},{"data":{"image/png":"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","text/plain":["<Figure size 848.5x400 with 1 Axes>"]},"metadata":{"image/png":{"height":376,"width":761}},"output_type":"display_data"}],"source":["%matplotlib inline\n","bin_time = 15/24\n","lc_collection_binned = lc_stitched.bin(bin_time)\n","lc_collection_binned.plot(color = 'red', lw = 0, marker = '.')"]},{"cell_type":"code","execution_count":null,"metadata":{},"outputs":[{"ename":"NameError","evalue":"name 'lk' is not defined","output_type":"error","traceback":["\u001b[0;31m---------------------------------------------------------------------------\u001b[0m","\u001b[0;31mNameError\u001b[0m                                 Traceback (most recent call last)","Cell \u001b[0;32mIn[1], line 2\u001b[0m\n\u001b[1;32m      1\u001b[0m TIC \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mKepler-69c\u001b[39m\u001b[38;5;124m'\u001b[39m\n\u001b[0;32m----> 2\u001b[0m available_data_all \u001b[38;5;241m=\u001b[39m \u001b[43mlk\u001b[49m\u001b[38;5;241m.\u001b[39msearch_lightcurve(TIC, author\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mSPOC\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m      3\u001b[0m available_data_all\n\u001b[1;32m      4\u001b[0m sector_data \u001b[38;5;241m=\u001b[39m lk\u001b[38;5;241m.\u001b[39msearch_lightcurve(TIC, author \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mSPOC\u001b[39m\u001b[38;5;124m'\u001b[39m, sector \u001b[38;5;241m=\u001b[39m \u001b[38;5;241m74\u001b[39m)\n","\u001b[0;31mNameError\u001b[0m: name 'lk' is not defined"]}],"source":["import lightkurve as lk\n","import matplotlib.pyplot as plt\n","\n","TIC = 'Kepler-69c'\n","available_data_all = lk.search_lightcurve(TIC, author=\"SPOC\")\n","available_data_all\n","sector_data = lk.search_lightcurve(TIC, author = 'SPOC', sector = 74)\n","lc = sector_data.download()\n","lc.plot(linewidth = 0, marker = '.', color = 'midnightblue', alpha = 0.5)\n","\n","lc_stitched = lc.normalize()\n","lc_stitched.plot(color = 'gold', lw = 0, marker = '.')\n","\n","bin_time = 15/24/60\n","lc_collection_binned = lc_stitched.bin(bin_time)\n","\n","# Create a figure and axis\n","fig, ax = plt.subplots()\n","\n","# Set the axis face color to transparent\n","ax.set_facecolor('none')\n","fig.patch.set_alpha(0)\n","\n","# Plotting the binned lightcurve\n","lc_collection_binned.plot(ax=ax, color='red', lw=0, marker='.')\n","\n","# Save the figure with a transparent background\n","plt.show()"]},{"cell_type":"markdown","metadata":{"cell_id":"845c74e203374da9a5b39c5ae97a635f","deepnote_cell_type":"text-cell-h1","formattedRanges":[]},"source":["# TOI-700d"]},{"cell_type":"code","execution_count":null,"metadata":{"cell_id":"03ccafa281344026a98e7e5cc001aa55","deepnote_cell_type":"code","deepnote_to_be_reexecuted":false,"execution_millis":48286,"execution_start":1722659700590,"source_hash":null},"outputs":[{"name":"stderr","output_type":"stream","text":["/root/venv/lib/python3.9/site-packages/lightkurve/search.py:424: LightkurveWarning: Warning: 2 files available to download. Only the first file has been downloaded. Please use `download_all()` or specify additional criteria (e.g. quarter, campaign, or sector) to limit your search.\n","  warnings.warn(\n"]},{"data":{"text/plain":["<AxesSubplot: xlabel='Time - 2457000 [BTJD days]', ylabel='Flux [$\\\\mathrm{e^{-}\\\\,s^{-1}}$]'>"]},"execution_count":27,"metadata":{},"output_type":"execute_result"},{"data":{"image/png":"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","text/plain":["<Figure size 848.5x400 with 1 Axes>"]},"metadata":{"image/png":{"height":376,"width":778}},"output_type":"display_data"}],"source":["TIC = 'TOI-700d'\n","available_data_all = lk.search_lightcurve(TIC, author=\"SPOC\")\n","available_data_all\n","sector_data = lk.search_lightcurve(TIC, author = 'SPOC', sector = 62)\n","lc = sector_data.download()\n","lc.plot(linewidth = 0, marker = '.', color = 'midnightblue', alpha = 0.5)"]},{"cell_type":"code","execution_count":null,"metadata":{"cell_id":"0eb0dc0df4c84d94b1b9f5610204197a","deepnote_cell_type":"code","deepnote_to_be_reexecuted":false,"execution_millis":232,"execution_start":1722659778956,"source_hash":null},"outputs":[{"data":{"text/plain":["<AxesSubplot: xlabel='Time - 2457000 [BTJD days]', ylabel='Normalized Flux'>"]},"execution_count":28,"metadata":{},"output_type":"execute_result"},{"data":{"image/png":"iVBORw0KGgoAAAANSUhEUgAAAv0AAAF4CAYAAADHU0biAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjYuMCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy89olMNAAAACXBIWXMAAA9hAAAPYQGoP6dpAAC2qElEQVR4nOydeXgUVdb/v93ZEyIkEAJEICwaFBBBxgXGDWVACYvosA06g8orKgMzcfwNwju+MsqIooiOC+OGg4CCCogriqAwwLCoyE5A9rAkJgGSdJZOun5/VN3qW9VV3dVrVXefz/PkSVLb3c8999xz77UJgiCAIAiCIAiCIIiYxW52BAiCIAiCIAiCCC+k9BMEQRAEQRBEjENKP0EQBEEQBEHEOKT0EwRBEARBEESMQ0o/QRAEQRAEQcQ4pPQTBEEQBEEQRIxDSj9BEARBEARBxDik9BMEQRAEQRBEjJNodgSiEZfLhYqKCqSlpcFms5kdHYIgCIIgCCJKEAQBtbW1yM7Oht0eOfs7Kf0BUFFRgQkTJpgdDYIgCIIgCCJKWbBgAVq1ahWx8EjpD4C0tDQAQNu2bT1GaIMGDcKgQYPMiBZBEARBEARhcRwOByZMmCDrk5GClP4AYC498+bNQ3p6usmxIQiCIAiCIKKNSLuIW1bpr62txfLly1FcXIzi4mJUV1dj6tSpuPXWWw2973Q6sXjxYqxbtw7V1dXIz8/H+PHj0bt3b8Vzu3btwvTp0zW/MWfOHHTr1i3otBAEQRAEQRCEmVhW6b9w4QLef/995OTkoFOnTti1a5df78+bNw8bN27EsGHD0K5dO3zzzTeYOXMmZs2ahe7du3s8P3ToUFxyySWKa23btg0qDQRBEARBEARhBSyr9GdnZ2PhwoXIysrCwYMHUVRUZPjd4uJirF+/HhMmTMDIkSMBAAMGDMDkyZPxzjvvYM6cOR7vdO/eHf379w9Z/AmCIAiCIAjCKlhW6U9KSkJWVlZA727cuBF2ux2DBw+WryUnJ2PgwIFYuHAhysrKkJOT4/Gew+FASkoKEhISAo43QRAEQRDhxeFwoLKyEi6Xy+yoEISM3W5HVlaWZdd7WlbpD4bDhw8jLy/PI9MvvfRSAMCRI0c8lP4XX3wRtbW1sNvt6N69OyZMmODh7qPG4XAYik9SUhKSkpL8SAFBEARBEGpcLhc++OAD/Pe//zU7KgShy7XXXovf/va3Ed2D3wgxqfRXVFRozhKwa+Xl5fK1xMRE9OvXD3379sVFF12E48ePY8WKFZg2bRqeffZZdOnSRTcco3v1jx07FuPGjfMzFQRBEARB8DCFf+jQoejcuTPNzBOWoqmpCYcPH8Ynn3wCABg9erTJMVISk0p/Q0ODpmU9OTlZvs+47LLLcNlll8n/X3PNNejfvz/++Mc/YuHChZg5c6ZuOAsWLDA0hUNWfoIgCIIIDofDISv8AwYMMDs6BKFJfn4+AOCTTz7B0KFDLeXqE5NKf3JyMpxOp8d1puwz5V+Pdu3a4dprr8WmTZvQ1NSka0lIT0+3VGESBEEQRKxSWVkJAOjcubPJMSEI77A6WllZaSk90VrORiEiOztbFg487FrLli19fqNVq1ZobGxEfX19yONHEARBEIR/sEW75NJDWB1WR6220Dwmlf5OnTqhpKTEY6HtgQMH5Pu+OHPmDJKTk5GamhqWOBIEQRAEQRBEpIh6pb+urg4nTpzA+fPn5Wv9+/eHy+XCl19+KV9zOp1Ys2YNCgoKFDv38O8xjhw5gq1bt6J3796WW3lNEARBEDFB5XzgUL74myCIsGNpn/5PP/0UNTU18m47W7dulf8uLCxERkYGDh48iOnTpyt2yCkoKED//v2xcOFCnD9/Hm3btsXatWtRWlqKKVOmKMJ49tlnkZycjG7duqFFixY4fvw4Vq9ejZSUFPz+97+PbIIJgiAIIl4onw00HhN/Z00yOzYRY+jQoT6fmTp1Knr27In7778f06ZNUxweKggC1q5di6+++gpHjx5FQ0MDcnNz8atf/QojRozw6sL8/vvvY8+ePTh48CBqamowd+5cj+3J16xZgxdffNHj3TvvvBN/+MMfFNe++uorfPTRRygrK0NeXh7uvvtuXH311brhP/XUU9iyZYvi8FQA+OKLL7Bp0yYcPXoU9fX16NChA+666y5ce+21ivcvXLiAd999F9u3b0dVVRVyc3NRWFiI2267TX7m/PnzWLp0KQ4cOIDDhw8jMTERH3zwgUdcli9fju+++w5nz55FY2Mj2rRpg8GDB2PIkCGw2Wzyc/fddx9KS0s93v/oo498rhG1GpZW+lesWKHI6M2bN2Pz5s0AgJtuugkZGRm67xYVFWHRokVYt24dqqurkZ+fj8cffxw9evRQPHfNNdfgu+++w8cffwyHw4HmzZvjuuuuw9ixY9GuXbvwJIwgCIIg4p2W00SFv+U0s2MSUebMmaP4/9FHH0VhYSFuvPFG+Vrbtm1RV1fn8a4gCHjuuefwn//8B7fccgvuvPNOpKWl4cSJE/jiiy9w5swZzJgxQzfsL7/8Em3atEGvXr2wadMmr/GcOXOmYhGqejCxfv16vPzyyxg1ahSuuOIKbNiwAf/4xz8we/ZsdOvWzeN727dvl92s1Sxbtgx9+vTB7bffjtTUVGzcuBGzZs3Cn/70J9xyyy3yc8888wxOnjyJu+++Gzk5Odi+fTteffVV2O12DBo0CIC4LfuGDRtwySWX4JJLLsGRI0c0w6yursavf/1rdOzYEcnJyfjpp5/w+uuvw+FwYNSoUYpn+/fvjxEjRiiuRePOjJZW+t966y2fz/Ts2VPeD5UnOTkZ9957L+69916v7w8bNgzDhg0LKH5FRUUe7j9DhgzBkCFDAvoeQRAEQcQNWZPiysLP0FKIc3JyPK5rKf2ff/451q9fjylTpmDgwIHy9Z49e2LQoEH48ccfvYb99ttvw263Y9euXT6V/i5duqB58+a695csWYLrr78e48ePBwBcccUVOHr0KN5//3088cQTimedTidef/11/P73v9ecRZg3b54irN69e+Ps2bNYsWKFrPRXVlZi586dmDp1Km699VYAQK9evXDw4EGsX79eVvrz8/Px7rvvynHUU/rvuecexf9XXnklysrK8M0333go/S1atNAst2jD0kq/1Zk7d66ltmIiCIIgCCJ2WblyJbp06aJQ+BkJCQno27ev1/dDtU7xzJkzKCkp8XCDvv7667FgwQI4nU6FJXz58uVo1qwZbrnlFk2lX2tw0aVLF3z11Vfy/42NjQDg4eWRkZGhGCAFk8bMzEw5nFiElH6CIAiCIAiL88svv+DMmTP47W9/G5HwJk+ejAsXLiAnJweDBg3CyJEj5a0oT548CQC4+OKLFe+0b98ejY2NOHPmDNq3bw8AKC0txYcffognn3xS4Svvi7179yq+n5OTg969e2PZsmXIy8tDq1at8P333+PHH3/EI488EnA6m5qaUF9fjz179mDdunUYM2aMxzPffvstVq9ejcTERHTv3h1/+MMf5EO4oglS+onopHK+2xc0DqeHCYIgCC/400cYfdbkfodtZMLvQBgOsrOzMW7cOBQUFAAQN1FZtGgRysvLMWmSmO7q6moAQLNmzRTvsv/ZfQB48803cd111/nlHvPtt99i3759mD59uuL69OnT8cwzz+Dhhx8GIFr1H3jgAcVCZ384deoUHnjgAfn/0aNHe/juX3311fLOj2fOnMGyZcvw17/+FS+++CLatGkTULhmQUo/EZ3E6a4PBEEQhAH86SOMPmuRfscfa3kg9OnTB3369FH8n5ycjI8//hijRo1Cdna24W/98MMP2LFjB1577TXD7xw5cgSvvvoqbr31Vlx33XXydUEQMG/ePJw+fRp/+ctfkJ2djR9//BFvvPEGmjVrhhtuuMFwGIycnBzMnTsXdXV12LNnDz788EPYbDb87ne/k5/hBwXdu3dH79698eCDD2L58uV46KGH/A7TTGgTeiI6aTkNSOwYd7s+EARBEAbwp48w+qzJ/Q7bPaesrCziYf/617+Gy+XC4cOHAbgt+jU1NYrn1DMAr7/+OgoLC5GSkoLq6mr5vtPpVMwGMEpLS/HEE0/g0ksvla35jG3btmHjxo2YNm0abrzxRvTs2RP33HMPBgwYYGjjFy2SkpJwySWXoGfPnhgzZgzuueceLFu2DJWVlbrvZGdn4/LLL8fPP/8cUJhmQko/EZ1kTQK6HiUrP0HQAUcE4Yk/fYTRZ03ud1q1aoW2bdvihx9+MCV8HuZrz3z7GSdPnkRiYqLs9lJSUoIPPvgAY8eOlX8AYNGiRRg7diwaGhrkd8+fP4/HH38cLVq0wPTp05GYqHRGOXHiBOx2Ozp27Ki43rlzZ1RUVGjuduQvXbp0gcvlwtmzZ4P+lhUh9x7CP8iXniCshUVcDgiCCD/Dhw/H/Pnz8c033yj2rwcAl8uFH3/8EVdddVXIw92wYQPsdju6dOkCAGjTpg3y8vKwceNGxQFaGzZsQK9eveSde/7xj394fGv69Om47bbbcP3118uKfW1tLZ544gk0NjbiH//4h+bOiK1bt4bL5cLRo0fRqVMn+frPP/+MFi1aIDU1Neh07t27FzabDbm5ubrPlJeXY+/evbj55puDDi/SkNIfBHG5Tz8pGARhLeL0gCOCiEduv/127N27Fy+99BL27duHa665BqmpqTh58iS+/PJLtG7d2qvSv2vXLly4cAHHjx8HAOzcuROlpaVo3bq1fDLv448/jiuuuELenWbLli1YvXo1hg4diqysLPlbY8eOxfPPP482bdrIh3MVFxdj9uzZ8jM9e/bUjEebNm0U9/7xj3/gyJEjmDJlCkpLSxUHs7IFwFdddRVycnLw9NNPY+zYsbJP/zfffINx48Ypvr9x40YAwPHjx+FyueT/L7nkErRu3Ro1NTWYOXMmbrrpJrRt2xZNTU3YtWsXVq1ahcGDB8vp/O6777Bt2zb07dsX2dnZOHPmDD788EPY7XaPBb/RACn9QRCX+/STgkEQ1iJODzgiiHjEZrPhL3/5C3r37o2vvvoK69evh9PpRG5uLq6++mrccccdXt9fsmQJdu/eLf//zjvvAAAGDBiAP//5zwBE152vv/4av/zyCwRBQF5eHu6//34MHTpU8a0bb7wR9fX1+PDDD/Hhhx/i4osvxvTp0wM6xGrHjh0AgBdeeMHjHjuANT09HU899RTeffddvPPOO6ipqUFubi7uu+8+D2MrP/Dg/2cHeyUnJ6Ndu3ZYuXIlysvLkZKSgrZt2+Lhhx9WWPBzc3NRUVGBN954AzU1NcjIyMAVV1yB3/3ud1G3cw8A2ARBEMyORLThcDgwevRoLF26NP6UfoIgCIIwgRMnTmDu3LkoKiqS94AnCCviq66apUfSQl6CIAiCIAiCiHFI6ScIgiAIgiCIGIeUfoIgCIIgCIKIcUjpJwiCIAiCIIgYh5R+giAIgog1YvDQNrZFdlNTk8kxIQjvsDqq3tbdbGjLziCIy336Cf+hA80Igog0MXimCts7/fDhw/Ie8gRhRQ4fPgwAinMNrAAp/UEQl/v0E/4Tg50vQRAWJwbPVElPT8e1114r79veuXNnJCQkmBwrgnDT1NSEw4cP45NPPsG1115rOR2RlH6CCDcx2PkSBGFxYvTQtt/+9rcA3Ac2EYQVufbaa+W6aiVI6SeIcBOjnS9BEESksdvtGD16NIYOHYrKykq4XC6zo0QQMna7HVlZWZaz8DNI6ScIgiAIIqpIT0+3rGJFEFbFWsuKCYIgCIIgCIIIOaT0EwRBEARBEESMQ0o/QRAEQRAEQcQ45NMfBLRPf4xD++sTBEEQBBEjkNIfBLRPf4xD++sTBBGLkEGDIOISyyr9tbW1WL58OYqLi1FcXIzq6mpMnToVt956q6H3nU4nFi9ejHXr1qG6uhr5+fkYP348evfu7fW9pUuXYtGiRejQoQNeeeWVUCSFiFZof32CIGIRMmgQRFxiWZ/+Cxcu4P3338eJEyfQqVMnv9+fN28eVq5ciRtvvBETJ06E3W7HzJkzsWfPHt13fvnlF3zwwQdITU0NJupErJA1Ceh6lDpFgiBii5bTgMSOZNAgiDjDspb+7OxsLFy4EFlZWTh48CCKiooMv1tcXIz169djwoQJGDlyJABgwIABmDx5Mt555x3MmTNH8723334bBQUFcLlcuHDhQkjSQRAEQRCWgg4MJIi4xLKW/qSkJGRlZQX07saNG2G32zF48GD5WnJyMgYOHIj9+/ejrKzM453du3dj48aNmDhxYsBxJgiCIAiCIAgrYllLfzAcPnwYeXl5HotsL730UgDAkSNHkJOTI19vamrCv/71L/zmN79Bfn6+4XAcDoeh55KSkpCUlGT4uwRBEARBEAQRSmJS6a+oqNCcJWDXysvLFde//PJLlJWV4amnnvIrnAkTJhh6buzYsRg3bpxf3yYIgiAIgiCIUBGTSn9DQ4OmZT05OVm+z7hw4QIWL16M0aNHo3nz5n6Fs2DBAkNbdpKV38LQ1nUEQRDhg2QsQVgGy/r0B0NycjKcTqfHdabsM+UfABYtWoRmzZqhsLDQ73DS09MN/ZDSb2H4resIgiCI0EIylggXlfOBQ/nib8IQMan0Z2dno7Ky0uM6u9ayZUsAwKlTp7B69WoMHToUFRUVOHv2LM6ePQun04mmpiacPXsWVVVVEY07EWFo6zqCIIjwQTKWCBc0oPSbmHTv6dSpE3bu3AmHw6Fwvzlw4IB8HxB9+10uF15//XW8/vrrHt+5//77MWzYMNrRJ5ahresIgiACw4jrDslYIlzQAZp+E/VKf11dHcrKynDRRRfJPvn9+/fHihUr8OWXX8r79DudTqxZswYFBQXyzj0dOnTA9OnTPb65aNEi1NbWYuLEiWjbtm3kEkMQBEEQ0QKd7EsESzBrPmhA6TeWVvo//fRT1NTUyLvtbN26Vf67sLAQGRkZOHjwIKZPn67YIaegoAD9+/fHwoULcf78ebRt2xZr165FaWkppkyZIn+/efPmuO666zzCXbVqFQBo3iOiCFpARhAEIRIOeUiWViJYaOAYUSyt9K9YsQKlpaXy/5s3b8bmzZsBADfddBMyMjJ03y0qKsKiRYuwbt06VFdXIz8/H48//jh69OgR9ngTEcBIB0bChCAIQiQc8pAsrUSw0MAxotgEQRDMjkS04XA4MHr0aOTl5cFuV66FHjJkCIYMGWJSzOKIQ/liB5bYEeh6VPsZsy39ZodPEATBIHlEEJaB6ZFLly41tPV7qLC0pd/qzJ07N6KFFTaisTMwYh0w2wpFMw0EQVgFs+UhQRCmE5NbdhJ+Eo3bXmVNEi38Vu7EaKs6giAIgiAsAin9hDnKaTwcqhENAxOCICJLPMg+giAsCSn9hDnKaTTOLhAEQQRLPMk+GuAQhKUgpZ8wB3J9IQgiHokn2RdPAxyCiAJoIS9hDrSojCCIeCSeZB9tx0gQloIs/QRBEARBhAbepYfWNRGEpSBLfxAUFRXRPv2EOUTjNqsEQQSP1ds+bVVMEJaFlP4giJl9+onogzpWgggdVlekeaze9smlhyAsC7n3EEQ0Ek+LAQki3ETTglOrt31y6SEIy0KWfoKIRuJpMSBBhJtosk5T2ycIIkBI6ScIgiDiG1KkCYKIA8i9hyAIgiAIIl6gQ9PiFlL6CYIgCCKaiUYlLhrjHCtE0xoWIqSQ0k8QBEHEFvGmUEajEheNcY4VrL4YnAgbAfn0V1dXo1mzZoaePXjwIC655JJAgrE8tE8/QRCEBbH6tpahJpoWIjOiMc6xQjyuYYmmbXnDSEBK/+TJk/HnP/8ZvXr10n1GEAQsW7YM77//PlasWBFwBK0M7dNPEARhQeJNoYxGJS4a40xEL/FmCNAhIPeeyspKPP7443jrrbfQ2Njocb+0tBSPPfYYFi9ejIyMjKAjSRAEQRCGob3iCYLgIZcmAAEq/f/4xz/QqlUrrFq1CkVFRTh27Jh8b926dZgyZQr27t2L3r1745///GfIIksQBEEQRBiIt3UQRHxBhgAAASr93bt3xz//+U9cf/31OHr0KIqKirB8+XLMmTMHL7zwApxOJyZOnIiZM2ciKysr1HEmiOiEOlWCIKxKtC2sJXlKEH4T8O496enp+Mtf/oKioiIkJCTg3//+N/7zn/+gS5cumDdvHoYOHRrKeBJE8JjdSURbp0oQRPxgZfcHLdlN8pTQwux+3uIEtWVnU1MTjh49ivr6egiCAEEQ0NjYCJfLFar4EUToMLuTsHKnShBEfGPU/cEMpUpLdpM8JbQwu5+3OAEr/SUlJfjLX/6CFStWIDs7G//7v/+LG264AceOHUNRURE+/vjjUMaTIIIn0E4iVJ0c+RQSBBHtmKFUaclukqeEFjQY9IpNEATB35e++OILvP3226ivr0f//v3x8MMPy/v2f/fdd3jttddQW1uLXr164U9/+hOys7NDHnEzcTgcGD16NPLy8mif/lhDay/fQ/liJ5fYUexkCIIg4hXa75wggobpkUuXLo3o1u8BKf3Dhg1DWloaHnjgAQwYMMDj/i+//IK5c+di9+7dyMzMxOLFi0MSWatgVmEREUBLwadOjiCIaIBkFUFEBWbpkQEdztWtWzcUFRWhTZs2mvdbtWqFWbNmYfny5QEr/LW1tVi+fDmKi4tRXFyM6upqTJ06Fbfeequh951OJxYvXox169ahuroa+fn5GD9+PHr37q147tixY3jvvfdw6NAhVFZWIiUlBR06dMDIkSNx9dVXBxR3IorROtSHDpEhCIJhZcWaDiAiCMILAfn0z549W1fhZ9hsNtx55514/vnnA4rYhQsX8P777+PEiRPo1KmT3+/PmzcPK1euxI033oiJEyfCbrdj5syZ2LNnj+K5srIy1NbW4pZbbsH//M//YMyYMQCAJ598El9++WVAcY84tFo9dITbT5TKiiCiGysvFCR/ZoIgvBCQe08kcDqdqK6uRlZWFg4ePIiioiLDlv7i4mI88sgjmDBhAkaOHAkAaGhowOTJk9G8eXPMmTPH6/tNTU3485//jIaGBsyf76mcWc69h3zOowcqK4KIbqxs6Q+UWEwTYT2onsmYpUcGtWVnOElKSgr4YK+NGzfCbrdj8ODB8rXk5GQMHDgQ+/fvR1lZmdf3ExIS0KpVK9TU1AQUfsQh6070QGVFENFNLO4aY+XZCyJ2oHpmOgH59A8fPtyv5yO9fefhw4eRl5fnMXq69NJLAQBHjhxBTk6O4l5dXR3q6+vhcDiwZcsWfP/997j++usjFueg8NfnnEbb5kHrAwiCsBpaa5kIItRQPTOdgJT+Vq1aaV4XBAGVlZVoamoCAA/FOlJUVFRozhKwa+Xl5R733nrrLdmH326347rrrsOkSd6VM4fDYSg+SUlJSEpKMvRsRKDFXgRBEASDjBFEJKB6ZjoBKf1vvfWW7j2Xy4WdO3fi9ddfR35+Ph599NGAIxcoDQ0Nmkp2cnKyfF/NsGHD0L9/f1RUVGDDhg1wuVxwOp1ew5kwYYKh+IwdOxbjxo0z9GxEiKXRNs1aEARBeEKykSAIFQEp/d6w2+248sor8fjjj2PKlCn48MMP8dvf/jbUwXglOTlZU2Fnyj5T/nnat2+P9u3bAwAGDBiAv/3tb3jyySfx/PPPw2azaYazYMECQwswLGXlB2JrtE2zFgRBBAuvIAPWVJb9VeJJNsYnNNgjvBC2hbxt2rRBQUEB1qxZE64gdMnOzkZlZaXHdXatZcuWPr/Rv39/HDx4ECUlJbrPpKenG/qxnNIfS9DCWCIWoa1dIwuvIFt1saG/8QpENlK9iw68lVOk6y+LS8k4qjtRQFh370lJScEvv/wSziA06dSpE0pKSjx87g8cOCDf9wWbFTDqt0+YRCzupEEQVlU8YxVeQU7rByBB+m0h/FXiA5GNZtY7GnAYx1s5RdoQxuJStYxkVhQQNqW/tLQUu3fvRosWLcIVBABx150TJ07g/Pnz8rX+/fvD5XIpDtdyOp1Ys2YNCgoKFAuMz5075/HNxsZGrF27FsnJybLLD0FEBdRxxgY0gxVZeAW5dhOAJum3hYiEgcPMekcDXeN4K6dIG8JYXDJHkcyKAgLy6V+7dq3uvdraWpw6dQrr1q1DbW0tbr/99oAj9+mnn6KmpkbebWfr1q3y34WFhcjIyMDBgwcxffp0xWLZgoIC9O/fHwsXLsT58+fRtm1brF27FqWlpZgyZYoijFdeeQUOhwM9evRAdnY2zp07h2+//RYnT57Efffdh7S0tIDjTxARh/x4Y4NYWncTaYL1aY6ljQ78xcx6F8/57i9Wkg9Wigvhk4CU/nnz5ukubgXErTsB4Oabb8bvfve7wGIGYMWKFSgtLZX/37x5MzZv3gwAuOmmm5CRkaH7blFRERYtWoR169ahuroa+fn5ePzxx9GjRw/Fc9dffz2+/vprfP7556iqqkJaWhq6du2KP/zhD7jmmmsCjjtBmAJ1nES8E+zAN1aVGKsv8DQj362eJwQRYmwC09D9YMmSJbpKf2JiIrKystCjRw+0adMm6AhaEXZ8cl5eHux2pYfUkCFDMGTIEJNiRhAEEeeQIqfNoXxxMJTYUXT/8IVePsZS/vqbJwQRIpgeuXTpUkO7QIaKgCz9ltpz3kTmzp0b0cKKaWKpIyEIwjxi1VIfLP7OAurNmMSSCyHNjFqLUOoBpFNoEtbdewjCMLSIK3LQYl+CiG202ri/Czz1FosaWewbLTKGdn+zFqHUA0in0ISUfsI8+I6BdiuJHCQMCSK2CUUb11OIjSjKJGMCJ1oGTDyhinMo9QDSKTQx5N4zY8aMoAKZNWtWUO8TMQrfMUSjtSVapw9pSpuIB6K1fYYCs9u42eFbDX/qopb7lNXrcqhcvkLpmkdufpoYUvp37doVcADedvkh4hx1x8AEW1o/cY9sqwo4RrT6tpIwJOKBaG2fjGAUPbPbuJHwra7IhhJ/6qLWgMnqdZkGeVGDod17+G0zA6F169ZBvW81zFp1HfOwnRSQAKDJ+jsqxFOnRRDRRrS3z1jfWSbW08cTbF2M9rpMeGDp3XtiTWknIog/wopZC3hLv5Ux25pGEIQ+0d4+Y916Guvp4wm2LkZ7XSYsQ0D79Mc7MbVPf7gtCPFkzSGiF7KkxTZUvkSosGJdsmKc/CHa4x8AZln6DSn9L774Ii6//HIMHDgwEnGyPDHl3hMupTza/POJ+IYGp7ENla+bOFSwQooV6xKLkz0bsGdGX9laMU/DjFl6pKEtO7/55hvs3btX897w4cPx0ksvhTRSRAQJ17ZWbOFR7abI7MwTjducEdaBtneLbUJZvtEua2g7zeCwoqxgcQKis2ytmKcxStD79AuCAPIQimLCdTiJP404FJ0odWT6RLuSEgxG006H9MQ2oSzfaJc1pGAFhxVlBYtTzqzoLFsr5mmMQodzEeHBn0Ycik6UOjJ9ol1JAQIfuLC0n50cn4Mewjf+1q1olzWkYMUuVLaED0jpJ8KH0c40FJ0oCTt9ol1JAQIfuLScBnkL2Gge9BDhw9+6RbKGIIgohZR+Inzwnam3AQB1ouElFvI30IFL1iQg9+XoH/QQ4SMWBsVEfLsxEoRBSOknwgffmcaCiwlhHsEMXGJh0EOEj2itH7Gi5IYqHbHex8RKeROmYmjLzmHDhiE1NRUXXXSRx72ysjKkpKRo3gMAm82GN954I/iYWoiY2qc/UsTyNnGxnDaCIKxJNG9zyMtMpqwHm45Yl8PRXN6EB5Y+kRcA6urqUFdX5/c9m80WWMyigLlz50b/Pv2RIpZPFOQtTLGaxlgm1pUFIvaonA+4qsR92aPRLYlfYJ85CqhF8OmI5T4GiNwJxiQPYxpDSv+bb74Z7ngQRHCYKaji6Tj5WIQGbUS0UT4bcFWIVt9Q1dlIytCW00SFH03us1wI73gb1ISy7EgexjSGfPpbt24d1A9BhB0z/Tn1fILJB1OJVfODFnIS0UY46mwkZSgtsA8toSw7kocxDS3kJWIDKwqqWF9Y5i9WzY9oXchJxC9G66w/A+1Iy9BYa3dmGjVCWXaxVi6AdQ1OJkBKPxEbWFFQWXEgYiaUHwQRWfwZaAcqQ0mhErHibDMhYlWDkwmQ0h/rkEA2DxLESig/iHARLXIu0vGMxECbFCoRMmpYF1Y2af2iQ06EEVL6Yx0rCuTK+UBxS/Enjhtf3BMtihqP1eNs9fiFCyvKOS0iHc9IDLRJ2RUJVV6b1YZjWXawsqndFB1yIoyQ0h8ERUVFeOihhxQ/n332mdnRUmJFgcx2nnBVxHXji3uiRVHjiUScjXS+es9EY56GAivKOS2iJZ7+QDN4oSUcbdiITIkH2RGL7c9PDB3ORSgx61CFmKFyPlA2Q/w7Z1ZkOwvag9g/As0vI+9FY1lEIs5GDuFRP8PildZPtGZFU54SgRGN7YfwTajLtXK+e3tUbzKF6lNEMUuPtKzSX1tbi+XLl6O4uBjFxcWorq7G1KlTceuttxp63+l0YvHixVi3bh2qq6uRn5+P8ePHo3fv3orniouLsXbtWuzcuROlpaXIzMxEQUEB7r77buTl5Wl+O26U/lgUAnSqoX8Eml+Uz4ETyICJ8jv+sGKZx2KfEe2weoIEcZvUUBtvrEgUxNssPdKy7j0XLlzA+++/jxMnTqBTp05+vz9v3jysXLkSN954IyZOnAi73Y6ZM2diz549iuc++ugjbNq0Cb169cLEiRMxePBg7NmzB3/6059w7NixUCXHesTrdB9N7/lHoPkVzflstm+rEXcJ9TPRnN9EYFixzGOxz4gkwbj26cHqib8KPxC95Rmt8Y4Ahiz9a9euDSqQAQMG+P2O0+lEdXU1srKycPDgQRQVFRm29BcXF+ORRx7BhAkTMHLkSABAQ0MDJk+ejObNm2POnDnys/v27UPXrl2RlJQkXzt16hQmT56M/v3745FHHvH4fkxY+o1YiaJgtBx2KA/iDytaUAkiGiB5GRyBuPaFk2gtzyiIt1l6ZKKRh+bNmwebzeb3xwVBgM1mC0jpT0pKQlZWlt/vAcDGjRtht9sxePBg+VpycjIGDhyIhQsXoqysDDk5OQCAyy67zOP9du3aoUOHDjhx4kRA4UcFLae5G4Ue3o79jhfoSPL4w0jbIGKfKFAcLEcs9xmRqA9GZE8k5VM0lie1W68Ycu8ZM2aMx8+NN94IQRCQnJyMa665BkOHDsXQoUNxzTXXICUlBYIg4KabbsKYMWPCnQYPDh8+jLy8PI/R06WXXgoAOHLkiNf3BUHAuXPncNFFF4UtjqYSDY3CbBcLhhWn0Hmskk+xBO1GQgDW2akplggmvZHOK3V4kagPgbj2EUrItccrhiz948aNU/x/6tQpFBUV4aabbsLEiRORmZmpuF9dXY033ngDW7duxXPPPRe62BqkoqJCc5aAXSsvL/f6/rfffovy8nL87ne/8/qcw+EwFJ+kpCSF+1BICEZxjwbrdbji6G++BWLpiOSgKhrKkiCikVBZVL3Jg3hrv8GkN9J5pQ6PZgCjAyonrxhS+tX8+9//RrNmzTB16lQkJCR43G/WrBmmTJmCBx54AP/+978xffr0oCPqDw0NDZpKdnJysnxfjxMnTmD+/Pno1q2bT7ekCRMmGIrP2LFjPQZOQROMANRrFFaaAQhXw41ExxHJzikeBJyV6iURP4TKtcGbPIiH9ssTTHojnVfq8KLR1SUeoXLySkBK/65du9C7d29NhZ+RkJCAgoIC/PjjjwFHLlCSk5PhdDo9rjNlnyn/aiorK/H3v/8d6enpmDZtmtf0AcCCBQsMLcAIuZUfCE4A6jUKK1mdwtVwI9FxWN3nMtqUaCvVS4LwF2/yIN4UlGDSG+m8ireyIeKCgJT+hoYGVFZW+nzu3Llzmsp3uMnOztZ04WFxbtmypce9mpoaPPHEE6ipqcHs2bM1n1GTnp5u3u494RBI8WB1ioQgt3pnEW1KdDzUSyJ2sbo8IOKTaDP+ECEhoH368/PzsWfPHuzYsUP3mZ9++gm7d+9Gfn5+gFELnE6dOqGkpMTD5/7AgQPyfZ6GhgY8+eSTKCkpweOPP44OHTpELK6WIh4XCMXbQjrA+ouT1URLvfS3LsVj3SNiH6rX0QEteI1LAlL6f/vb30IQBPz973/Hiy++iB9++AEnTpzAiRMn8MMPP+Cll17CzJkzAQB33XVXSCOspq6uDidOnMD58+fla/3794fL5cKXX34pX3M6nVizZg0KCgrk7ToBoKmpCc8++yz279+PadOmoVu3bmGNr6mEUhgH8i0rdgbxKPiiRYmONvytS/FY9+KNUMg8K8pNb1i1XpuZj2aXoVb40Wb8IUKCocO5tPjiiy/w5ptvwul0euzhLwgCkpKScO+992LIkCEBR+7TTz9FTU0NysvL8cUXX+C6665Dly5dAACFhYXIyMjArl27MH36dI/FsrNnz8Z///tfDB8+HG3btsXatWtRXFyMp556Cj169JCfe+ONN7Bq1SpcffXV+PWvf+0Rh5tvvtnjWtQezhXKQz0C+ZYVDz2y8hSnleNGeOJveVH5xj6hkHlWlJvesGq9NjMfWdhICOxk3FCFHy11KA6w9OFcWtx222246qqr8PXXX2Pv3r2oqKgAIPrTX3755bj11luRm5sbVORWrFiB0tJS+f/Nmzdj8+bNAICbbroJGRkZuu8WFRVh0aJFWLduHaqrq5Gfn4/HH39cofAD4p7+ALB161Zs3brV4ztaSn/UEkrf6EC+ZUXfbCv720ab7328429dsnLdI0JDKGSeFeWmN6xar83Mx5bTgLOTATRpy/NwD5SsVofCmV6rDjotQsCW/niGjdDy8vJgtys9pIYMGRLU7AZhQcwSImYKr2gSnNEUVyI+oTpKeKsD8WaJD2d6oyQvzbL0k9IfAFHr3hONGO0sw9mpRokQCSnBpDnSCk48lg8RXURjHaWBSuSIt7zWS28w+cDeTesH1G6yfF6apUcGtJCXcfz4cbzxxhv4f//v/2HSpElYsGCBfG/fvn1YtWoVqqqqgo4kEccYXRQWzsVj8bjgKZg0h7MsvC1IS+sXXQsew4nZCwcJJVrtiS8jK5aXVRfkhhszyiLeNlfQS28wdY69W7spvvLSTwJW+leuXImpU6fik08+wf79+3H69GlcuHBB8cxbb72F//znP0FHkogRAhGmRpVPf5RUdTx8xSveBDIQXJoDHTAYqR9anQKLa+2m4JQUKypegVI2Q8yLshlmx4QAtNsTX5etqGDHo7EDsGZZeCNa5VaodxSK1/rqJwEp/du2bcPbb7+NVq1a4bHHHsO7774LtZfQZZddhosuughbtmwJSUSJGCAQYaqnfKoFRtYk92KlknHehaA6HtEm5K1OoAMGI+XgTbAHK/SpHhCRhK+vVlRY/G3H0ap8qjGjLILJu2iVW94MOIEYm+LROBcAASn9K1euRGpqKp588klcd911aN68ueZznTt3RklJSVARJAwQLcI2lMKUCYyzk93pZteqlnkXgup4WLHDjQThqjeBftdIOTDBDniGEazQj6V6kDNLTEvOLLNjQujB19dYUFiiVflUY0ZZ+JN3avkarXIrWuMd5QSk9P/8888oKChAmzZtvD530UUXobKyMqCIEX5gFWEbSTeZltMAJABociv+TIhkjvIuTNTxUP8fLYOoYAlXvQn0u/7Uj3DEPRYUL0YspYWIDkiJU+JPP+JP3qllX7S29WiNd5QTkNLvdDqRlpbm87lz584hISEhkCAIf7CKsA3GWuEvWZPEQ06Y4s/2Pu56FMhbEpwwCUahjKYBQ7jqTbjrY+V8wFUF2LPNr/NEdBFo+4ymdu0PoUwXKXFK/OlH/Mm7QORrrNZfwm8CUvpzc3Nx5MgRr884nU4cPXoU7dq1Cyhi0UBRUREeeughxc9nn31mdrTMIxhrRSAwxT/UCqZVd64JNeHqpMPd+ZfPBlwVgD0zNhQM6pAjR6Dt02rtOlR1hhZ8h4+0fgASxN9mD6581d9wyiCSb5YiIKX/mmuuQWlpKVauXKn7zPLly3HhwgX069cv0LhZnrlz5+LVV19V/IT9YC6tBmSVDinc1opgw4zEN60y6xLLhHN3IDOwSvuNBwKtO1Zr11RnQkM4ZULtJgBN4m+zy8tX/Q1n/MxOO6EgIKX/zjvvRHZ2NhYsWIBnnnkG69evByC682zevBlz587FkiVLkJubS6fThhqtBsRbFKIFK/nRm22FCQarKrLhJJy7A5mB1RTKWCbQumM115VQ1ZlwLPiOJpmkJRNCFX8r7c7kq/6GM35mp50nmupmmAj4RN6SkhLMnj0bx44dg81mgyAIsNlsAABBENC+fXvMmDEjJt17TD2RV+vEumg87VGNmWmI5vwLRdzj5TTIeElnPBPKMrZaffE3PmbF31+ZZGY+x2p/Gm1Eqg5YqGyj7kTevLw8vPjii5g+fToGDx6Mq666CldeeSVuvfVWPProo3jppZdiUuE3Ha0Ru5VG0oESyjT4O5qP5vwLRdytagEPNYFYa61+aiqhJJR12ci3Ilkn/E2bWe3aX5lkpvyJ1f402ohUHaCyBQTCb2pqaoTCwkKhpqbG7KgQWhzsKAj7IP6OJBWviWFWvBbed0Lxbji+E4vwdcmsekUYJ5R12ci31HUiXG2p4jVBOJAt/pwc6z0MFgdfz4UTf/Ih2uRPuONrpfyIVFyslOYIYZYeGZClf/fu3di7d6/P50pKSrB79+5AgiCMEsvWx3Ae8hQOArFWBGPhCJV1xGr+ygwr1G0r+eUawQp5ZiahrMtGvqWuE+E8+4LtWFW7STsMVvZsR57aTea163BtVwmEpo4H8g11/vpbxr7CDPb74SBSFnir9kExSEBK//Tp0/HYY4/hqaeeQl1dne5zH3zwAWbMoK3AworZrhnhVDIicchTKAlEKQxGkYwGJdQbvupOqOt2IHU11KemBuIu5E+8zZYH8Ya6TkTi7Au9MFjZA+bLBaP5EEibDEUdD8ZAAwSWv77CNPL9SA/qo72PITwI2KffZrNh69atePTRR1FaWhrKOEUNltin3+xGGU4lQy9toRJ8Rr6jfsbbO4EohcEoksEqoWZbhX3VnVDXbSsoxHwcjMbHn3ibLQ/inUicfaEXRstp4oF17G8zrKZMpgDG8iGQNhmKOh6MgSZnVmA7z/kKU+/7PJGWYdHYx5jdr1mdQHyChg4dKsydO1d4/fXXhaFDhwrjx48Xdu3a5fHcCy+8IAwbNixoHySrQT79HLwvXrh9Sdn3D2SHxrfaiI+2+plY8us2Oy1G/Dgj7aMdSX9dvbDU13l/7jjyeQ2IOPQNVmB2m/Y3/GgpL2/xjGSeR0t+McKVN1YpjyCIKp9+ALDb7Zg4cSIefvhhVFdX429/+xu+/PLLUI5HCD0iPZI1at1mVoiqZeHzaw3l9LURa4/6GX8sRFa3OJhtFdayIqnzLJSWLSNWq3Bb0oxYbNVxyJok+nK7KgKPl9XrYqiwwmxOIIR6b/i0fuaUt5ZMCfXsaCQx4mcfSTkaahfDcDzPE64zhLy1c7P7NYsTsNLPGDRoEJ566ilkZGTgtddew7/+9S+4XK5QxI3QI9COrXI+UNxS/Am1D2XlfMBVJU4vZ45SNrpQdmihnL5mAhTQzxe1kPXnUDGrKyCh7nBDUc7qPIu0AA/X1rH+5A2r564q9/PBxsvqdTFURGuHz8rn7OTg2g9r0/xi33AN+LS+mzVJzHsWLhDddc+IocnqAxc1kdz6lT+VOJR4a+fRVh4RJmilHwC6d++OuXPnokOHDvj888/xf//3f6iurg7FpwktAh09sx0g/LUYGulI+d0l8pYoG10od5kJ1uLJw1txWL742+n6Y3GIhLXVTItuKMrZbKUtlB1GIP77LA7qeh5svMzO10jBD+SjaWaj5TQACQCaAms/rN2XjBN/p/Vzlzdf90IpH/TqNLOKl0mbeFi97nnLEyN+9sF834xv+Vse/PNWOQOHFPuACYnSDwCtW7fGnDlzcM011+Cnn35CUVERzpw5E6rPEzyBjp5bTgNs6QDs/g0YjHSk3qaVgxEaeuGEQpHmrTj2bIjNwc9O1x+LQyQsXqEKI5B8DUXZmJFn4SKY7T5D3VnGWyepV2+s6uaUNQnIfTnwMle7VvLbdfJ1KZTtyWgd5eteOPM/0G+HW8b4+n4kdufiwzDiVsmj5cJrNHyz5I5V27kVCGQhwNChQ4V58+bp3n/33XeFoUOHCsOGDaOFvOEgmMU83ha5+FowGMjCV3/vay1i9JbWYBbt+BtWsERiEVaowgjFYii24PpAduDfiLaFa2ZB+aRELz+iZJGf3xjdRMFMGVTxmiDsSwhf/muVbbCL90NRX0LZhwV66Fmw/XIg4YeTcOoFEcIsPTIgpf+FF14QvvrqK6/PrF+/Xrj//vuF++67L6CIWRnTlX5feGsQRgQcayyBKMW+3jk5VhT8J8dqv69WFP0dJPjCyO4pwRBMfMKFVhi+roUiXqFQ+tVYpdMJB+EazBNuzK4/evLPW9szO86hQu5fEoJLi9Fdr/gwA20XRmWnv3H195lA4NPuKwyr1jFfg3e9umTV9HBEldIf77DCeuCBB4QHH3xQ8fPpp59GPkLqCq4n6Iw0fN7SH+h3ePzd8lKtKAbTeH11AuFQlLQE7cmxYnr2p3vOooQqDoYGcwne60io8yMcgjeUcTSzY/BVN604eIwmQpEfocxTWZ7a3W2Rx5tcCrTOG1X01LMD4TKGhGrbWX+MCWbLIDMH44GkPZxyJJBvs/w7kO1ZR8M5axQBSOmPIixn6VcLFj0B668A8jXKDmQ6MliLgz+WE639/CNp6eeVbTaDEsj0sxG8lYmWgAzWghUowYYRyjjqWYvCWUeM1s1ABgDxrPgbNXz4QygVNrmuQVT8I2HpNyoT1LIhmHSHos/wRSAziKFsQ0blQygHOv7GNRx1Jti4Gf22Vv7y8lJvsMo43Fd89nDf4NIQZiyt9O/atUvYtWuXUF9fr/jf6E8gOBwOYdGiRcLjjz8ujBkzRigsLBS+/vprw+83NDQICxYsEO655x5h5MiRQlFRkfDDDz+EJBzTlX51pdeq/FoNzF+BFswzRghEaOkpalrPqK0D/sQ/lJZCLUt/uJTJYAZLoQxP75lIWb6Mxk/LWqRndQ1FHrLv7U/37uamNwAw8m29eq/17VghlDOEDF/Khb/f8scyGQrF39s7vBzVs/QHkm5vltlAFVR/8yIYueOvQctbmYZb1nn7fqBhh9MIZfTbWoM6vk76ake8gc3CWFrpZ4tyT548qfjf6E8gnDlzRigsLBQmTJggPPbYY34r/c8++6wwfPhw4a233hK++OIL4S9/+YswfPhwYffu3UGHY7rS72FB1lCAra6U+QpL717Fa4Kwz+bd0qPVSWi5Le2zabvc+IpbKFB/319hq2UN8dZJh1rRM5I/vgR/OJRPfy1D6rqh9b+/yreR+O1PD72LgjrtejMY/oQdLbA0708PzKJrREEOpNwDre/qMEMtj9T13EgcjCjurI35c2q6L0OOvwPvYBTOQMpIL97htjgHM5Dy93uhjJsvvM3k+MpzQXDn+75kSxs2LH0i780334ybb74Z6enpiv+N/gRCdnY2Fi5ciLfffhsTJkzw693i4mKsX78e99xzD+69914MHjwYs2bNQuvWrfHOO++ELBxTUB+Cpbe3c6Cnj0ZiT2W2nVZCDnTPG9CLR9YkwJ7l/buA57aP/PkEcngCIDg89/3n8zhc+aDe4tTbiY9aaO0Bz7brOzsZOPIrYH+iuG+3+nk1gZzQqJU/JeOUYfqqS8FslacXZ/ZNV6U7fixvq5Z6hqfeE58/b4Kdmit/4xQ8trv1lncsP478ynO7PFuq+IxQp/8+O0yv9BExv32Fx76dMwsKuaA+VVSoNZDBUUbGIIhphrFDrtR1T723PE8wMpH/rj9bJQZyErg/7djImSd6Mqpshmc4LD/ZVqE5s/Tjq45ny2kAbACafOc/i0PpI963j+YPt6ucL8ZP60BHdVz82WKSxSv3Ze3n6390/zZ6MKa/ZahXnwBj6eDDC9fp5+ozJHyljdWdnFme99gZRZmj9NPWaZv4PhpC09/FGhEdYgRIcXGxX5b+t99+Wxg2bJjHCGrZsmVCYWGhUFpaGlQ4plr61dOnh/t6dxNQE25LqxHk0Tr0R/SBWDH0LEK8VYufHtSz9Aez64y/eWrUJcNbOOxv2cLB/9h8zwL4suip/9ezOsqLFO2+06vlVuAPXmeCVNO/vBVYy7rpq02o66vWgmit8jOyloOva77CVT/vrZxOjlXWcd6f/HBfc9p9OPEoI526oVfO3tp8oBbVitfcbUJPlnirx+q66ss676+FW++eXntnddTXehRfaMXTiMzlZ3nVbVFvNvdgR+Mzyt76jECs5vvT3e2NlwVa8fA1S8c/o5Veb/norZx5bwGj6TRab+QwuH4hkNntQGZbve0SGKo+KEgsbemPNg4fPoy8vDx5ZoJx6aWXAgCOHDliRrRCA7MuAOKovP5HGDqoS23tOztZvG709Er16FhvtGxkFN1yGryeC1c5X4yflsWucr50gm4V4FivDCutHwAb0FSmtJxnTQIuLRd/alYDaBLDzxwjzjbkzArd4SH+Wku0Tnz0xxJx7i0xj9L6iekGACQAKX3F37Y0z8N6+O9rWe1ZGljes/9LHwH220WLtz3b8yA2Zr1mv/XSy6zQLE5A8AeBMbQOOWKWo9bPa1s3eauUloUqrR+AJC4QbmZN3R7577KZuJS+nnHlrfL2bMB1zrO+M4ulLV171kld1+Ryewioel96SJAs+5IVHC6xnsTaQV0eMiXB85A4LdnH8sCbdZG3cKvbproM1JZTuMS4aH2XxVurHvOnhPPlK58cPsVtOdY6hZcRiPVW/Y5aRmlZ8QOxkPPvs5majEHa71TOB84+DEBQ3WhSztCx/DJ6MB5/uj1Ld9kMsY6w76lnCI1Y7ctni7PIie0ludwEwObZjtV1E4Du7L16dtfoKfJyvX/Yc3YGTe589NZHGKnzWrPVZTMgtgGI/QJfDt5m1/TSbfQASNbPV3/sOcvAzyxVvWcsDjFETCr9FRUVyMrydAFh18rLy0MSjsPhMPTjdDpDEh4AT2XBlqLvhsIaxJFfAWcflKb26+AhVIx0DHrT4WcfBA5k6AsEdVyYi4O9hXTD7tkhqoUR/y1e2DF3FjbdXLMasssO4H063N5CfF6rwXtTANRpUeNNKGn97Vjv+d3SR3wLIpbP9dvFPKpa5lYS7c2BFvcB3RolRZeb6ubf1XJnATj3lSa3a4k9W6o7AgCn+HztJmVZNxsOIEH6rYOWUh6IYqJWMrydOMn/rzX1r1eWvMsC67hgE+OekCO67jjWu9PB2iH7ZvoNYhm0uE8Mr/QRT0WBuVnI329y12dAHKgW1Ii/syYp66aWCwgSIJYRrxwlQhT1NnEAoXVqdkzA0mwX65hjvThIPfuQvkLlrzuEnkKsVZf59shQywC12wlzCWPuXLC566pCljk9lVJeaWOo67tWWtRKozpNRhV6o8YKre/5OmWeVx5ZPbalA0gCGk+I7ZE/bV5vIK+GhVu1zD1oAuDufwCxznBuqOoBhhb8YEJ2SRnjbseA0rjF+uWkzmKfDruYJtZ/708U/+cHMjZm1OTqc84s8bqrUtkvA2L+8e5+rL0kdvA+WDRa5wEvfa5d7Iv4chDqlL95+IGV1mBWK55aCHWSayen3HtzEY4DbIIgqIfOHqxduzaoQAYMGBDU+wcPHkRRURGmTp2KW2+91efzEydORF5eHp544gnF9TNnzmDixIm4//77MXy4p2JiNByHw4HRo0cbjv/YsWMxbtw4w88b5lC+WJETO7otplr3eWzpYuNjCiVTbJmve+0m5UicPeNYLwrGzFGiMnP2YbiFMNxxKBnnfi5vidh4Sx9RKuJdj2p3eOxaQo44g5HSG2jYK1oqbWlivAHpe3VASh/RiuKqkhTXbHd8kjq7v9FU5k5bWj9pcADAVQ2gAYANyH1Vv1NjswssL5gVDnYgc7Qyz9RpYmVgzwZc5wE0KS3DTAlJ7OhOB2wQBbIdyH1FO16sw2CdU+ZYMb+16gQfB0DMO1uqaFWr/lj8P3O0+D7/POCOiz1bfL7qfWVZ8Oktbukuh0vLvfvSestfI8qFXj7rtQUerXZhzxaVb74c+fZw7i1pgJUM5L7I5X0CkHixO3/tmZ710XUOmm2FUTJO7JTEiIgDUleFdlsBvOcVy0tWxq4qAJzRga97RvIqWmB1DzaxQ8+ZpWwfSBAHAqwcU/qKvr9G6o06//m6wdcRZiHl66b6+/z/gPvvltMkBeYExLpiE5UxVpfYM7zsq/9BfNaWLspMdTtjcZHlSoLS/5yXIVrp10q3HE8u3qy+CXVifPi2ZKQt8/VVr/3L5SvJRF7RZOXL2qE/9VqdByw9cpu1SQ9KalLmWPE3k4PNhmuXPy8D2LfU5aSQQ1I/IMt+/hqXxm6N7n/l91Xluj/R/R6fJkDMX62847/L8kWvzuvVM3U9AfT1jJrV4sCE9S2Xqgyx6rzJHCW9I+Wluj3w/Rcfp7R+oj7C8oPvm4zUuzDC9MilS5d6eKWEk0QjD82bNw82m833gyoEQYDNZgta6feX5ORkTet6Q0ODfD8ULFiwwFBhJSUl+XwmIJgA1rNms/sJOZLCIsFGxa4KseLbM5WNg78PKJX2qmWS0swpMYDbkqS22LBpTj5OgNsCw8OEEWvs9T9CtloKDlE4574spqfxmKjMM4HGrB4Zg8Sw678X32PprpI605oqt/LNC3TmBqQFs+wAotXQnWjPPOPdB1i+yIMRSfCk9RMHTkzosOdkiwcT/C73t9RxY/8zoZp+g9JVJ62f2FGyPKmpUiqfCTliPrGy4S1sfCch1LmfSb/BU+jz8VJbbngrjJZyyitH3p5Vo/Usq+vMiq01CFN0BCeh7FChtBg1HgNq4VYeZEtSgzi7BQCwuQfBrKNnyr9iEMdj92yvautmUmegvlKs37I7W4W7TNg3tfKKtStZ+ahUhs2slVUntRfQRyu8tZBZYDNHSYMpqZwAtzxgiyy16o1envL/M6WE1SNWFupnZSWSs9Z7U6Rt6YBQrzSa8M8IDrFuddqmrM9aFnJWb2zpkBVIXp5kTXIbc9SL08tni/VPcCjrXdkMt+KY1k81sOLyn7eC6w1S1YaLhBz9tp/UGaivEAc7/AYNzEDEt0N/Flzz32J5zJR1fgDPqHoP4qyZAAhOpfzPmsT1lUlKhR9wW53Zs2n9gCqm2HJ5yPqLjEFKhTWlt7uOOtYDjcfdRjy+zaf0Fvs/Wxo3C8kZNJrKxDQkXgw0loh5p2V4yZqkNOKxmV1WhxzrlYMffrDD6xCJHbXbDAC5Dy4ZpzSeuaqktlAL2Q1HJoEbbGr0X6xc5cHtDZ6DDy39I04wpPSPGTMmIKXfLLKzszVdeCorxQ6wZcuWIQknPT09oiM0AMoRKoNVaLVAZddbTgMcl4gNVHC4OxemmKgbYuMJUbiyKWbXOS4CnAWBdTZNZZJv4cPie43H3QqLejQO6HeuCiHIhSUr501K4cwLaSSIaZOFg7q+CtK05zm4ByyJgC1JHOnrdfpMkZYFELPCSBZFNshgwursw5BdNJj/OMsrFrfaTWKHXj4baOTibs+WrLO8otgkKpmO9UpLBuCpLPPWpdpN7u9ULZNcDFzueCfkSAOjJGWHwL4LSB07lz49xVz2X2ZZkyr+9jYoZd8qm8EpLtB3U+OVd1anGk+InUXeErcQZx2LYhD2oGThZetfIA4eSx9xzyKpy1Ed75bTpAEfPzFq91Q0Sh8RFW1XlVi3FJY7aWZIs94fhzzQq/8B8kCXtR0P7G4XIy2FR6GMMS9OlzizY0sV77EZr1jAliopAFJ+N54U0wo7AJdYtnx62SBAq94YmfHLGCTWI9cFt8VSrYTLCoxkZCif7elmwv4+95YYfvLlokLP3+efZ4ouK3d+9kAv7kz2qhVUwG2kqVntNhIA3IwjpPQluq/zir9C4U8G0AhZvirksxR3XlFk9ZCRkKOR6RLyTjjb3S587Ju8lVtvVlRrxpG/zs8MqA0F6llt+W/OsMhccWQDl1PqP9mzdvfMNHMBrFqqvMcGL7ycL4G0PifRPbMjGx0ghudYr5T/jSdFV6LaTVJ+LxXfY32SHEebaOFXD75YHT87xZ3GqvfF2XD2nDzbLcVBHpxIrldsfRnv8sgMUkmdpb5HmpFwVbj7RnU/5tEfwr1zj+z+KrnAlYzTnrnmDSFlM9z1V+1hYGRmKgYwpPSHxTUljHTq1Ak7d+6Ew+FQKOUHDhyQ70ctvBBl8NYYD2UYYkO1N4dCYREckiXHCVHoSG4wbHq5fjvkabWGg+7/7c3dClL6DWLDKm4pCRKX2zovONxx0ZrSZIoYE4JZk7jRug1i1ZQETmIH90xEQo7S151ZbVN6u5U6Fm82/c4EEj/jAIjfT2gnCnw2fcx8/jzyO4GLk447UOV8ZR7zSi8voJrKRH9Ldd6ry42nahkAjenLhBxxkNV4CmKHy4VdNkPqsJtEQch80eu/52Z+mjynVlm61dZuwG215C0ziuliuyjU2QCKvSu7sNjEDklOKzfozH1ZfJYffPEd0tmH3AJbqIc801LJKbysPrDZFNZB8jNdzOeXr4/8omLAHXZxS/cUcMpVyu/YUtyd39nJYp3jO31Bqiv8zA2r47LbG9s+U8fLkrlMsEWONavFzpB3X6l633PGiVemZIUY4u9Y3bKzahncSlaTUrnhZ9Js6WI58MqjeoCqVuDVbgJVy8T6yupX43F3O2CzikzJYjJJPaDlw5BnIL7XNz6w+LHBZ9V7QPFq9wBE/X2+jtRuEuPLvsEbj2Q3NCZ3bO41PIID8joeBr/1scJI0yC6TdX/CCTmiWGn9HYbj3jDh+CQlH7OhYUp9lrIszZwy2i1PzdLm2O9+1lbultxZIMdtQuO+ro67+0t3AM7BdyAXu57eHhvA5d7AT0g+dS73N9vcZ8YNpux5Wda1fmvhtVL3sefKfqyMQFiejMGiddsaWJ5HMjw7BddVcqBBQAgSTnQktecQAy32XDtfpaf9WUDSWbU0EoT737L5C5bkyIPQCSZzwaerBwV7fN94JBqVpofqPADX39mmWOAqF/IW1dXhxMnTuD8+fPytf79+8PlcuHLL7+UrzmdTqxZswYFBQXIyfFiUbA6elPyrkrlanhmnYYdstKnRnBAbEguwHlYalgJkBf9sQVO8q4wTaLVii2AZcKWLSpmZwewv3mFkC0W4zum+u3uXWEA9wIhexbcAkHqLJlFqn67e/pY3qWkSYx/5igx3rYUUXiy9+TzDAzmZ+V8YH8ysJ8JddYxsTjZlM+yBUdlM9zPM0sCE/Kym4U0IOLzvv57ZcfIwwR5Yp7yOstX2QXKKf2W4uZYLyoctjTpO6liXOTnGS7l4lJ+xxr1guTy2WI94hcPsp2D+N1hWLmefci9YFGegREk4SyR1Fn6Q3I9kBeIP+Teo17uTAX3wIyVaeYoro49JHV2kpKTNUnywbVB3H1HEnc1q5U7OWgtdCwZJ3Z8rgrIZzkolBI717lJ9UMxBc1b+bn8bjwhLayfzClUXpZV2Zu7F4PWrIa86BpwL/hjFjM2oGw85U6zLV1jsMvV0VhB3pVLC4FTaKV6qnVeg/psj8Zj7s0CeIWCycby2dIuWRB/M/nFwhDq3Nf4AS3bSUQ+P4JrD0jSXsTPy1F+JylmJZVlNNyLgR3rxXBZ/T73ljg4KX3ErQAJDlGmZwySlH/JdcWeKbqNyIqklG62gNZVJc2kqKjfLrbJRmnmuH67mA9sPRCPvZl7xoV3wdIib4k7Lq5Ksa2ymYHGY8DZqe584/OT1X2WByXj3Itn9a7z5xDIiiInWwGIZcz9z/o9+ZoNsryxZ0GxELhknFgOzAWI97Mvn+1WkFn5yCSLBjA5/yQ3wpTeUPZv/OwiD3O7FcS8q/5Y+X15cauGMm5LVC545/v81s+L5ZP7Mjz7WRfXR3DGDz2qlkl9gvQdJu9yX1IOakofcbfZjEFw5zdTaQV3WbL+WdaBVC6W6oXJMY6hhbxm8emnn6Kmpgbl5eX44osvcN1116FLly4AgMLCQmRkZGDXrl2YPn26x2LZ2bNn47///S+GDx+Otm3bYu3atSguLsZTTz2FHj16+B0Oj1kLMJQL/rSwiUoec0PhF18CUAqCBIiNT1owyhYPApw7yjK36wC/uElroZbaSqJYlCtZsdh7ECShx9FN0HZdYotseOuNFuzb/C4CgHLBmZb/qS1dnFLnF2kqLNcAcl/zfFfzm5LrDFtEzKZqtRaOasEWeikW0dogW3r5xVZ8XglOAI3uKXN+pkC9eDeps9Jarc4/5sfLd0YKa75GhyJbntXuL4A8O6SYvUiS8owtlOPe4Rc8q/OGr9f87MSRX6nSxC2A5mcKmL+0LUXq7KQFcHLHnuTOR9nCzoUv1xMpDAhuf1a+brL84NfC+IT7XkIrZfuwZ7unu4U65exAYkd3mRnG7rnwLdqRF3rqwbclKH2htZAVvioATW73CzRpL/rm/2blwdozmy1Q+4fzbROQ2jFTuJjLx/dcHVvmDp+9p1DapHYhL+SUZIZW3jAFSn5fqhPMysqMFlqLRX3mtR8kdlQugtdzsfDo+/j+i4flG2unNs8ZOvY+m/ngN1QAuIFyAicr4L4HcLL0R/dMrW47lL7NFhjvt3PxlmQOEsX0s9k8uZ2r+uxujZ6bZchlZFPJLskoUv0xZDdGtvCYn3XxioZOwRbCMnkv6xnLlBtn8IMKxRonu9QnMEOY5GKq3vCA5TfbNMKjf2Fxa4S4IQcgu/Ox/OLLj8l/fmbdRMu+WXpkUEp/aWkptm3bhlOnTqG2thZan7LZbJgyZUpA37/vvvtQWlqqee/NN99Ebm6urtLf0NCARYsW4dtvv0V1dTXy8/Mxfvx49OnTJ6BweExT+vlV+YZIgtgA2DsJ0Bxp27OAnH+o/FU36e9MITfoOu0ddBQLoJgwVXW6avhpWEApJBQKPbOk6Ah752HxX2bF5AcRghNyZ8h3rnyccl8TfzN/xsQOgKvarTTLO96oBbKkvCqU1gTltDR7jheiSILCspI5VhqkCe584Rf28fA7WvA7GvBTs7mvqQYxLE4sDHVHIX2Lz3N+dxHdji0ZyLwTqPoQnpYiqR7yi8E84J4BPAeqbApZvZC4cr7nVLRcl7gpYY8OXCqvxI7cjile0BuMsHus02NhKDo5KW2JeZ6DXXX9S+yg8UyS27rvsROQ1vM6eBs4RTtMNjWegldXCB55J5Zl2u2LH6yrd6phxgjeZUCGs/Iq6ouqrBUyT3VPDXuWDxtQDizZIIMZVdgORbpKukr2yCRI7pLb3d/ld+vye5ApJ0KSNcz6zvU73nZy8VD49SzZXJvm3bU8fPJV7p9q9y2+rbMBtwJORgKc649WvDQGU3rGAEU/pzHgQBKQ2E7Zt7IZJDmNLA7MRbaR+y0Z+HJfUdbblL7STP85eNRB1v/whi2PQRSr61L4iR24tXzSOpvcV8VHZLcwrjwzx3ofiGSOdbsr+UIxs8nHi7+nGoSZRNQp/e+99x6WLl2qUPTZ32zRL9u95+OPNaYBoxjrWvrV8EIoCbAlqaxJHMwXU+Ebr/pW5hh9y7Xa747BlGZZoOhZaFh8OV9+/tv8jhG8Uqwm9zWVQqhhfeYtpnwnBHhaA/gOTrbUaA2+pA7Uls7lcYLGc8kAGrgOX+0rqmNx04J15vxWcIByd5luLqneqGd7pHioZ0hYGfBWJxYPQNlBq9FVjFWDEo9Oj+vg+PioXVO0tgI1ak3PfU3jWSmvfc2eeRussmdYp6Y1WNSNn1bHrvP9xA4GZouY4qjVxjQUzoIaH9+LMvyWj4BCRrJtbxnyuos6sZ6otyq2Z+u3Bb+ioLK627Og3HWJj6fKkqloa2qlU8/KHQCJHYHG0xAtqqwvqYWmvBYTIcWHX1vCZN45dxrUg1YtpZ+Xt5lj3W5umiQoF/YCnn7rmWOVfvBCvTQgPwF5cwc5zqlewlLhoSBDW6HWHaj7GPgpwlHJMYUhC9AfGAGecoefeVU958sdRw6HDSClfkUzznXuLa6ZLOMHvvKaM3V99ZUv3GwJIKVFw22S9S16W49GmKhS+jds2IA5c+agdevWGDVqFDZu3IgdO3bgiSeewJkzZ/Cf//wHu3btwvDhw3H11VejZ8+e4Yi7abDCysvLg92uXBYxZMgQDBkyJHyB77f5fsYXmtYLQy96WgnY9wBj35Sta/50zkluJdSbws/Hhd83WoHUEcq+zwatguzbeu4xfsM6Tp3pYLYvMeB9P3ZAOTOj8D2WwmECXV3uHjspqPKC78Q8tqDU6lR0lIzEDuI9xQ5HfLkkS99ycvkiWTQV+aOaldD0V9eAWSo9woUX9xidAWhI0ejM7FmSgsCH7WX6O+CgY8zSD6jcJnRI6Sud/eGl3Wm5TijO1gCUM44abSGxI2SLu/y8l/qU0lfpkiJ/m6GhRAeKPOMjDe75gak3q68CfgZXI88TO0pp90e9kNwr1bKOd2cBPPsO9SCJGRcUxh9pMC6nz0j/p2W08YI8IPFjIMjv+2/0HUNyT10u6lkdvVkedg9wzw7w31QbQDSMCV7jpnap5N5r/bzKjZRzU9OMq9QfKNwuVfdTrvKc/dfb2z/CRJXSP23aNBQXF2P+/Plo3bo15s2bh3Xr1iks+itXrsQ777yDWbNmoXv37iGNtNmYZunX3D4sABQdjD9oWQR8dH564be4T2OHAF/ojPh5oW9UEQwmPH+/ofAxNQrf4WhYr3SVET2YwqzyG9ZMHwubv68zdW0of6S1DoAPy7c6HD1XLhY2fMQPUFolffn/cmSONTgw1cmDxA7iHth+K2msM9ZIj19120dbZK4fsYKWmxdDPXhVu8AxeAswq7Oaa2FUyqDHeg/1t1RxYVva2ptxgwKVT7l6nYhhDMjgzLFuf2sP3/5kILGtsTVIWsiyOBliepq46+dhyI3Om5FDS1lXtAuWfs71hd/PX9PFzuODULrE8Ne95K0cD4P9oJFvhgTVmr2A0LHgq9GUUVwamVz0mOG0A92auHLmB07qPOJnILzlnzTTzVBvTap1KFkEMUuPtPt+xJOjR4/isssuQ+vWrQEo3XkYI0aMQF5eHpYtW6b5DSIAymfDLTQDKjo/FH42qldfUwttfhrNoPCq3+5D4fdzNsN1notOqBR+QHOWwOv/amziASh6Vgiv2OG2uDR57ubBdhxQLPz1hgD3jkEMvQ5YEoqJFyvf94CtATAQtuZuFDrP8n/b0qQdKvpqhO3SeI/tPsU9J++SoxF/vbagq3DZPb+vReNxBGaVZeWjEV+mLBrBluZW6LRg+53HCur2IWMTLYi5L4v50XhcdcCeBHPtYbtC2dLc9dVVoaonqnIVHJ71iO0ipUZwiAMIV5VS4c8cBXm3tWbDlbvVKPDV3gzI4Kr33O3Qoz02SDNyvsLRkl9JnMW9AYq24aoUB9i+4A92YjA3TT2lVZEGzsXj7FRul7Pt4jUj619saXDvhqYIyPt7cjwM7YRu7JuBIB/GxnBBscWmv9izxfVamrBdyqSdiASd2QNbuuhiyXZ18qh3LnGmju06p+4H+B2rMkfBXbe85Z8A7E8QN3oobuk+Q0emSZxFijMC0hydTidatGgh/89OnK2pUfqIdurUCQcPHgw8doQSxXaOAVqgG/YafFDDJ05zpO+vImw0bH+uB2qNT4ZCmKgHOvIWZnrh+xLYgk4nwyxJ3lCtvVBvucoOqfJQWkOR/xKNJRrKthpuQVs4YIfJGZ4pUc9EhcAdQoF6sMEIcBDuD/5ssSlvC+sFXUU5CtE8wAwABLGzL3+aG/ypZ5LgdqVLv0Ec7DYbjuDLVOck9vrt8HBXqFkNcRcSl+jqceRXOuXHz2z5Ew8tI46EOpyyGdDd4thruGqFT/Vs/fde3uVQH9JVPhvGlWM+Dg2qzR8MEvQ5FkZdAnXqRzCk9IXHoWcAFGe4+EWC2LbU263KSIMjW5Ikn7TCEcQ8LZ8Nz3qVpHyu6j2NbbRtynUWVe/DuN7hcm/zrSW3q95zb1MdS0YQLwQk1bKzsxX74rMTbo8dU1ocf/nlF7hcIfJBJbSPWveXkFrCAf8V4WDwx4KiRksoNEApoAXlcx6L6fwlWVKaE1QDCOa/rhUvgx2UrjtDCPPffpG0ZaC3qcckccFq3BMBOedYH9rv6SrKsYZLZ/DNtRVXhbjg8+zD0t757yG4MnXBuPLXJCklzKgiGBjk+tPOmdXa4DuuCujH3desLi+/tGaF9Z7lUB/S5e2kXkP4KxPD7W6TJM1e9grwfdUZATyygqsm0AFsE/RnSjkEh9Qf6TxnS5M2Z1APdDTqmcf5DzaV3qJVl4MoM/UhbzFOQDWhY8eOKCkpkf/v2bMnBEHAkiVLUFcndiQbNmzA3r170aFDh9DElNA/mMtUQmhZ9om/iyp54WhUKIRSeWtwTyvrDiDUTVBPaKpcOyIhoJhfpdeBohO6uzXY0hEWa1a8EpCPtxf0puKjjcr5oTFmsFPFI0ok5acREhBcm/VjMWrmGO176kO6vJ3UG5U4xUFowBtCsN1p/H3HRBJaGV+TpOX64/lBhGx21VUF+TDROCAg0+nVV1+NrVu34qeffkKvXr1w+eWXo2fPnti1axfGjh2LtLQ01NTUwGazYfTo0aGOc/zCpqAtRbitIsHgh3XLNHSEsXr/eLVrR1o/oCrAxXaRQHDA+w4RhPmYt4gtpESzhS5UW2qGDG7xbTgR6r24jKjgzwyIGazeLzGlOkTyu/E4QjvADWEdlc8Tig8C2r3H6XTi7NmzaN68OTIzxUNjHA4HFixYgP/+97+orq5GXl4e7rrrLtx0002hjrPpmLZlZyhPQjSdSOxaEMWoF1x3U+WVeu/puILqTkiIlb36ve3cE1FCsdtXNBHMoN7bu6pdV2Kq34tTNM+eMBGt+ET4sC6zdu8JyNKflJSEiy++WHEtPT0dDz/8MB5++OGQRCwamDt3bmS37MyZZZHOLRSQ0uYVtWWrZJxyT+GgF5tFM1R3CCsSTwo/EJwV2Nu7KrUkbtaexDCuc15umjBY1hqAxIl7TwS2nCBChomnxxEm4+HPHcyiZoJA7MwURbN7D+GJerFnrKw9iWu8GWqsMFi22tqa8EFKP0EQYYBEi+XxuitTFNFyGuKp044/YmTtCWFhhNjawtgLAZsLjx07hhUrVmD37t2orKxEY6N+w+RP6iUIIhSYvBuDT4Kx3pDPPuEHWZOkg3eozsQEHpZ9O6wv7wgiOghI6d+1axeeeOIJOJ1O2Gw2NGvWDKmpfpwWSRBEcKT0icEdLRikvEWEWHHvqZwPa7gIEKFBrfSTwk9EgIxBZscgIgSk9L/zzjtwOp0YNWoURo4cGdnFrPFMHB4ZTehg+GRlgohxyKefIIhgseSW6KEnIMfbo0ePoqCgAOPHjyeFP5JULTM7BoRViBUrLUEES5zsukEQRBiJk12iArL0Z2ZmonXr1qGOS9RRVFQU2X36M0eF/lROIkqghbEEoUnWpBjaypggCCJ8BKT09+3bFzt27EBTUxMSEuLnJDM1Ed+nP28JsJ+U/vhE7bNMi10JgohFaCcmwgRs8bEuNSDz4d133w2bzYaXXnoJNTUxcKJjtFA53+wYEFbB3sLsGBAEQYQBMmYQJkALefVp3rw5nn/+eTz22GO47777cMkllyA7O9vD1QUAbDYbpkyZEnRECcTNPrKEAax0pDlBEETYMOHEViL+qN1kdgwiQkBKv8PhwDPPPIOTJ09CEAT89NNPus+S0h9C4mShCaEFTXkTBBEPqGUdKfxEJIiPGaaAlP63334bu3btQseOHfGb3/wGbdq0oX36IwEdRx7H0EJeItTQQJKwIvGhfBEWo/G42TGICAEp/Vu2bEGrVq0wZ84cUvYjCh1SEr9Q2ROhhpQrgiCIeCIg82F9fT0KCgpI4Y80KX3MjgFBEIS1oA0OCIIgDBGQpb9z586orKSFhBHfp59OYSUIglBCGxzEGOTKSJhBfNS7gJT+MWPG4IknnsD333+Pq666KtRxihoivk+/UBu5sAiCIKIBV7XZMSBCCrmdEWYQHwvGA1L6ExMTMWTIEDz55JO48cYb0bt3b7Rs2RI2m/bCsB49evgdRm1tLZYvX47i4mIUFxejuroaU6dOxa233mrofafTicWLF2PdunWorq5Gfn4+xo8fj969ewf1rKlkjqETeQmCIBTQBgexBSn9BBEuAlL6p0+fDpvNBkEQsG7dOnz77bden//444/9DuPChQt4//33kZOTg06dOmHXrl1+vT9v3jxs3LgRw4YNQ7t27fDNN99g5syZmDVrFrp37x7ws6aSfgMp/QRBEDwpVwH1282OBUEQhOUJSOm/+eabda36oSI7OxsLFy5EVlYWDh48iKKiIsPvFhcXY/369ZgwYQJGjhwJABgwYAAmT56Md955B3PmzAnoWdMpn212DAiCIKyF87DZMSAIgogKAlL6//znP4c6Hh4kJSUhKysroHc3btwIu92OwYMHy9eSk5MxcOBALFy4EGVlZcjJyfH7WdNJ6wdUHTM7FgRBENbBdd7sGBAEEe0kdjA7BhEhoOXKU6dOxezZ1rU6Hz58GHl5eR6LbC+99FIAwJEjRwJ61nTi5JhogiAI49AZFgRBBEnjabNjEBECUvpLSkqQkJAQ6riEjIqKCs1ZAnatvLw8oGfVOBwOQz9OZ4gWmrWcFprvEARBxAopfc2OARFS4mPrRMJqxMeGAAG597Rr1w5VVVWhjkvIaGhoQFJSksf15ORk+X4gz6qZMGGCofiMHTsW48aNM/SsVxzrg/8GQRBELJF8CS3kjSniY+tEgjCDgJT+gQMHYsGCBThx4gTat28f6jgFTXJysqZ1nSnwTKH391k1CxYsMLRPv9agIiCq3g/NdwiCIGKFqmVmx4AgiKhHX9eLJQJS+ocOHYrjx49j+vTpuPPOO3H11VcjJycndMptkGRnZ2u65bBThFu2bBnQs2rS09MjezgX7V9MEAShJKU3WfoJgggOe4bZMYgIASn9w4cPBwAIgoAFCxZgwYIFXp8PZJ/+YOjUqRN27twJh8OhUMoPHDgg3w/kWYIgCMJiNJWZHQOCIKIdV6XZMYgIAa2YadWqFVq1aoWcnBz5b28/4aSurg4nTpzA+fPubdv69+8Pl8uFL7/8Ur7mdDqxZs0aFBQUKLbg9OdZ84mP6SeCIAjD0AYHBEEQhgjI0v/WW2+FOh6afPrpp6ipqZHdb7Zu3Sr/XVhYiIyMDBw8eBDTp09XLJYtKChA//79sXDhQpw/fx5t27bF2rVrUVpaiilTpijC8OdZ07ElAoL+wmKCIIi4I2sScPZBs2NBEERUEx+7RgWk9EeKFStWoLS0VP5/8+bN2Lx5MwDgpptuQkaGvg9WUVERFi1ahHXr1qG6uhr5+fl4/PHH0aNHj6CeNRVbKiA4zI4FQRAEQRBEDBEfu0bZBEEIyerQ6upqAECzZs1C8TlL43A4MHr0aCxdujSyC3mP/IoWrMUz3bimut9mXjyI2KFbDGwOUDmfLP2xBsk6ItLYs4BLKyIWnFl6ZFCW/u3bt2PVqlXYt2+fYovLyy+/HEOHDkXfvrF9aEpRURHsduWU0JAhQzBkyJDwBFj/Y3i+SxAEEa2UzTA7BgRBRD3xMbgMWOl/44038Omnn4JNFKSnp8Nms6GmpgY//vgjduzYgaFDh+L+++8PWWStxty5cyNr6c8cBVS9F7nwCIIgCIIgYh1XtdkxiAgBKf0bNmzAJ598gubNm2P06NG4+eabZf96h8OBdevWYenSpfjkk09QUFCA66+/PqSRjlvylgD7SeknACR2ABqPmx0LgjCfjEFkDCEIIkjiY5OUgJYrf/bZZ0hKSsLs2bPlXXQY6enpGDJkCJ5++mkkJibi888/D1lkCYKQaDxpdgwIwhrUrDY7BgRBEFFBQEr/0aNHccUVVyAvL0/3mby8PFxxxRU4cuRIwJEjCEKPBLMjQEQ9MVKHhDqzY0CElPjwrSYIMwhI6Xc6nUhNTfX5XGpqKpxOZyBBEFqUjDM7BoRpqBW0RlNiQcQSMbJFnc13X0QQBEEEqPS3bdsWu3fvRl2dvoWlrq4Ou3fvRtu2bQOOHKGiapnZMSDMIlE9qxYDWy0SRCjImQUgyexYECHD0scHEbFKYgezYxARAmpdv/71r7FkyRLMmjULDz74INq1a6e4f/r0acyfPx8XLlxAYWFhSCJqRSK+ZSft3hO/0KJdIuTE0sCRZr5iBhsN4AgTiJM+NiCl/4477sCWLVvw008/4aGHHkKXLl3QunVrAEBZWRkOHToEl8uFrl27YsSIEaGMr6WI+JadeUuA/csANEUuTMKi2BBbShtBBEjZDFBbiCFojQZBhI2AlP6UlBT84x//wMKFC/H111/j4MGDOHjwoHw/OTkZAwcOxD333IOUlJSQRZYASOEnREjJIYIkJbYPTySilRhZa0JEF3EiDwN2nktLS8MDDzyA3//+9/j5559RUSEeX5ydnY0uXboYWuhLBIAtHRAcZseCIIhox3nY7BiEhpxZwNkHzY4FQRDRTKzIQx8EvWImNTUV3bt3D0VcCCOQwh+f2CLoRkYQ0UTWJODsFAC0U1xsEND+IgQRHHFyIi+1LoKIBmiwR4SanFlmxyB0ZN5ldgyIUGFvobpAC3uJSBAfJ/IasvS/915wO8aMHTs2qPcJngSQX388QuNzIpTE2AFItZvMjgERKpI6qy4E2t/ZQesDCEKJYaXfZrNBEIwvHrTZ3J0KKf2hhIQYAQDJiBfLhD5W38HIBlHxsOIgXQDKZ4uuMdFO5XygqczsWBChov571YVA+zzqKyOH1WUxwTCk9N9zzz1+fbS8vBxff/01GhoaFMp/rBHxffoBIOUqoH57+L4fdcSLNUeVRlsiIMS70m/1TkaAJRX+xA4AbEDLaWbHJDSUzyb3t5gmCbRew+pKtZXjZhDavcfNXXcZ85esrKzEBx98gK+++gpOpxPp6ekYNmxYUBG0MhHfpx9QWrRs6YBQD0sqFhEjHhR+eAokWyopOkRgNB4HkAA41seGpb/lNODsw/AuC6yuNPlDLKVFg5SrlP9n3kWHUsZUeVu0/jp/NjsGESEk512fP38eH374Ib744gs4nU6kpqbijjvuwIgRI9CsWbNQBEEwWk4TD6NxVQFCLWLONzfiWFQAqWlxn/L/jEE+OkJa+xE3pPQNYPavCahaBmBJOGIUWbImAefe8pEHUdDGDRNLadFA7apVszr8YdJW2BGEq7/2LMBVaV5UeKwSjzATlNJ/4cIFfPTRR/jiiy9QV1eH1NRU3HnnnbjjjjuQmZkZqjgSPFmTxJ/9doiNx6wOIERuNfYsADbAVRH8twJCQFQo/mUzlFZZnwsXtRR+G2BLo84tIMJdR3x9PwmwJWmXXf33gSn+Kb39e97K1P+gfy+lL9BUKs1wxDqhrKd2c2YU0/oF/q4R5d2erepvbAGk0Sb9RGKm2ey+Poy4zpsdg7gjoC1BqqursXDhQtx///1YsWIFAGDkyJF48803cc8995DCHy4q5wPFLcUfTQHga2uzUOwAYxMFa0qfEHwL4ujaqMJvz4aYRrZAUr4Rmrj4TQKQGewidYMzNeqj6QPpGG1p/r+j/zE/nw+2jMye0bIp//bw/7SrnvVnm8EE34+k9JJc+bQQAlvnE0uLX21eDoOs3w40/RK5uJhKKBVDF5B8ucFnbarfQaC27GcMApAgrUXxgRHl3aO/CSTPEoHcVyJwfgozrgmIzR3cvA2aYjG95uOXpb+mpgYrVqzAp59+CofDgZSUFIwYMQJ33nknmjdvHq44Eozy2ZzA0lrc5FJZMdTP6DUwLVcQPYuRIApWf5UMWzogODXi7AcKYS2I37SlBjAtZxP3gpbfMyj0PaYim0KwVSAL24eFTq3UBBKuukOU8y+QWRZ/O8ogLWL2LMB1Tuc7ela3YGaj1OXBfceeJbpbnd2ufR8CkNhOHJhVLRMt6l7bSxN8Llas/xFyG03sEAKrdQwt5AWA1s8DZx+Cbr2UXSH16q1dum+yS1wo3R00v+XnoljDcl5Q/faHBIj5L8VLbeCoWQ2gSTw8KbEj0HgsgDB0ULQlf2ZJnOLsa1CzIL5mC+wQ84bd9/Ycfz+EC59Dnd/+YEuV6oIq3fZscVtX2tAkIAwNpRwOB5YsWYL77rsPy5YtQ2NjI4YPH4433ngD9957Lyn8kaLlNLHC29Kh2TnZUgA7W0ORDOS+JFnHAa9FnXix+kMhsAqrLD62VMCeqbpvpPqpLaZMUEq4zsO7oE4Q80BhmRUA1wUv7+hYq1w1ntfS+knlwcUrsYOU71rWXz0LMHMzYtghbsspkTHIM9xgERzaCr8tHZazsrgqoN/pCVL9Ym2D5XEwAw0v6XdViB2+Lknimpv0G4BujQaDy+Taqvpetti2WZxc1TA0O6COU8yf6uxFDmSOAXJfFZUYrV067C3gX50P5cwTq68J/rk7MDmj117VCr89G+jWAOS+ppRPRizougSSD+p3mqBQUtUGDjYIEOrcfaAu3mSsBo0nuTh5M7potB314MT9sMHABSgVdTUu6CrvtnR3uWeOFn9YH2NjeWD3LFvNsrbp5GmCZBgI1yyrkXJS71qXLh4qqNjWNVTxM3s2OTIYknL33nsvli5disbGRgwdOhRvvPEG7rvvPrRo0SLM0SMUZE0SK7zW6Jf5JcpWC25QYM8WhYKsnCa5hYY9W2zYamFg2IKh11BUApQpl4kdxfAVAk+PBNGtgQ/LniV24LLvZpP4nK4AaRLDrt8OtxKdIPkzJ0hrCjTibs/WcN3R2CKzdpNoZZT9LiG6EshKqo27522mIwmKPEvpowyv+mPl4+Fc3CY4EJzCnOC/gpnY0Udn7gPBKSo5ggOeeayqG4q6rld/XWKcNNNhVx7Z7vFMo1j+Zx8GSsYZs0jlzJIGdur4JHHpShDvuyrht0Xangkk5HAXpH36YwVvackcC+QtEeVny2nSrIkKVwUA9QDN10ApVEpCE/dbQ67bszXkVALQ8jGubgg+2o9drGOV87m8ksJqPA6faZGVTDW8nPdH2dUNyPOkaDYIsKWKZXhpObTlvV0yLOnJWCl+9mwur6Q25REnzkWPzYgCynD1NtJQGMyMDkICmGGypQJwiX1Q7SbIfaosA12eM4KNJZ7fSblKGmxy6qA9G8h9OYDdvYyolJwrWGJHL4+lwsO40fp5qf7y5WVkdiY+FHojGHLvcTgcsNlscDqd+Pzzz/H555/7FQjz+481TNmnv3w2ZGEtu2ecg0dnkTmKcwdKEJVEwSE2sq5HReFfNkMcQKitlrY0ja1A7aIiyiswtnTR59PoNFvGILHz3W/UotbEddAJgL25mB6WFj6tVe/rfIN38Whw55nzsPh9PYu/65yX3XFYJ2EXlYjy2XDnlWqxpT3Lh/sM+xbfUSV4LkzUtSoZIUnsDF2V8OykfXTAiR3EZ/xyJ2mSOkQNPFxTJMtUU5nk/sUvHvRzut3ovcbjnOsD/327OOvF4peQI+2SpTXI5gZkHgPkJOm+S9ohh8eLy1HV+/BMLx/3Ju5+gljv2eAvY5D4t0eaOBJyuKl6e+y493g7nMuWLs64HMqX3K34PFbXL7s4oyKXpxNIaKfj3sBm5ny5UthEI0XVh6rnWD3QcO9I6Qs07BXrXeZoSWaquurEPODsZC7+gvvd+u0QlSXesJIg9QdVOrN7qgX+KX1FGSlb2WvdadbbDCCxg5THQWyvac/yVDRzZrn7qgMZkpxohGdbconpkxU81UCItRH2d/XHXoxbgrhVaO0mMU3VH4vhZd4l1qezkyG2R87Yw7Clim2t5TQxLYfyteuQLAuTIZ674svQxqVXcEjP292zvlUnJVfCH+ApY6Q+IGOQJJNYf2XzfD6lL9Bpm/h35XzP9KlluGyAs4vrHEof0UmLJLPk+tEglZcaKa45s8RtheXnk8Q6nNYPqDrujpehnZcM9CUhXfNmXQzPZwqCAEEQ0NTU5PdPrDJ37ly8+uqrip+wKvyAe3rTni2Oeu2ZcDdYu/jDLFstp0H21xfqxL+ZgGADAubiIdS5v5t8OTyEhr2FdsfKFP7Ejty0sQ5V70mLkFWWj5S++hbVzFHSt18WhYCWZcDn1pUcQr1y1iFzFLdAmIdLvzxDAul3IuRBEBNCcjjce8yiLLsXJXBpZe47WoKIzV6wWQJpCpdHzgtVE7alS+kay8XZqaMMGlCoW04Duh7jyjUJ8gLm3Ne8vKj+tt0dp8yxkPPLnimWCW+dkgW49A17thSWqiw96gxTwuy+D1rx8HVOFjssfmamfrt70Kx8Wf+7tnTOxc4uKmdG3i2bAV2rKZuRyxztduewNxeVD3umGMfaTaIFNPdVqazY+1J5ZQxSWrhzX4mNPfoBncO52Ixmqpi3jcckZYfLY49OvsnTtURLWZOt7gJE5VPtlscjSAMN1cDA3kJyNboK7rYuUb9dUrIlK27lfMm9i3MhbCwR48tfc50T15rYs7m0sO82iWnRNB7YgGbDlTObrO7Li8e5wUVCjkY6IV73WGuUpP0sC5fNqLK+R23lB8R6as/kFF0n9GeKpYGxPUvM35xZ4g9zLWUbR9Sshv7CeInaTaKBrHaTe/azdpMYn9yXpfLT2NAiZ5b4HmtfCrdcrpxlq3uDOJCRZ1O4voi5cKnbP+/HX7XMve6hqYyTY6p8yZkl6gWZo7j7LB/t7mv1P4p17lC+thtj40m37OVnQewtpE/qKPy5LytnqG3pknxV1w+nu7wURhOpDtducss5W7pBg5iBmetmww18J/oxZOlftWpVuOOhidPpxOLFi7Fu3TpUV1cjPz8f48ePR+/evX2+e+jQIbz77rvYt28fAKCgoAATJkxA586dg3rWdNiWnYCGhUtyScjj9t62S+sthDoATWKjq5wvjrBt6W4Lji1VVBoq5wNnH1QFmsyNuiVrQlMZ0HjC/UhaP2PuAmorky1dtCpUzucO2JHceHjLDJ/2knEaCyT1FFhp0GnPFgVJWj9RaDArTOV8d0el3sYNAoAEUYix95vK3EKt/nvxmVpwsw3M8uNyd8yJHd0zC87DLCPgthYz6xnn/mNLAlq/JOYpiysPy4villy8EyRXI4jvZY7hBkR6+cPCrlU9I1mVzk6WXmeCVYpfzWqxniksMSzfWN5Jv21p7mnZxmNifuW+7LY8ekxt8xY8u1gPymZIVljJ6p7SV1pMyyxuUqdSNkNy5/pBaZGypQMJrdz/27O4wQZESxt7V94hKgFiGfEKm81t0azdBDSe4u7b3fnPOkvZZ9gHHtbXROm7yeI3HevFOp85Sgr3GGf1OukezLN6wnfWbFDA2ktK39hR+AH32SVCnWrm0ymm3Z4tDZD5GSubtnLC+9Sn9FUuoJaf4WcHNdqMB+q2lyDKU2YF1lzILb2T1o9bMMq+L7kn1v8o/nYelgaxLmW5C3WiDGDW6tpN0syVOt2CF3fBJk+lqqmMS2cyZDlW/6PYBvkF1bYkwJapMxs9RtlX6VEyTio3tm2tU4wXEqF0uWSKrN09q1w53x2fKtUALnOUu01pWf3ZTBhfv1xVkvVbQpbnHOWzxfbK8pS57slykuvf5GtOMV0pfYH6n9zfajwhyhu+D+Bn6Vm/zox6CTli+B6zMS7xetYkzhWIq6/2Fu7FsYl57jzTNMYliApy1TLRQNiwV0yTltcAg7kKsfv2bG7Wga8XUn/kMYMuhWtv4c6L8tlAIy83tWbdmBHHgPE5EudBWADDln4zmDdvHlauXIkbb7wREydOhN1ux8yZM7Fnzx6v7x06dAh//etfcebMGYwdOxZjxozBqVOn8Nhjj+HkyZMBP2s6bPTNhI5i9wCb2ECbykRFkPluuipEZZW3YLHrCTnuxW3MwqJQ3CWLg70ZJywkl5u0ftI3JQsuU0TYdF1KX9E6q7dwjiHUSoJ5MhSK3qXlUidVIf6weFXOd09POg9DIejlBs5ZyFP6iAJGqBPzpma1UoAyRdRVyVlR4P6uvbk7f1pOU3WAkuBMyOGsiE64F5WmQF4zwS9Gk7/BFEtBsjpJ7i3sOWahPPug2PGpYfWAWYKZYGVpqnofsgKr55Mru3KpFBN7C8izROWzufqjsiDlLVGVr116l1P6mS+5q8qdH8y/GlD52NrE91lc7S0ktxVpVgoJYnm0uE9pcfPwP3WJayvYd22pKn9Wm9ISyrcPW5JkWVV3IHZRUel61D2TZs/k8v8V5aBcniVg9ZF9Jhu6C3HZt3iXtLOTgaqlkA/UYpZDV5Xbwlf9segCUjJO2e7ZjFDLaW4DQSxt1Qm4/bwLasTfbGMC3trb9aiy/BPb63xMUg5s6ZLVvLmnNZrNPipm0wCl8sJmm2wqyyzchhjZaGMX65wW/FoeW6q7rjeViXGt/95zwJgzC/KuL8zAwX6rNwTgZwm8LUzlZYfCfbEZ3LNrvcW6J+dtsqjI6i3Cr1qqVKD1kGWrSyzjbg1AtyYg90V33trS3c/AJbpTHcoXXU00/fXhXmift0QcWCtmTpPc7ZjVr4Qcd1/EZCz/PUbjMTFtrO8qmyG1XzkDxbaZt8SzDtVvh8fgjw3wAXdfKfffr0hrj1Ih1wfNeCW5Bywtp3nOUjBDCSC1Ey7P1LP39kxOF9gOeU2J4JDqkFRf2Ow2m0EqbinpB3bOoMdcFiU9optUxnL/wMtJqS6dfVB080rrp0qj2n1OSnfmKEBT1bVDsVYmKBfa6MGySn9xcTHWr1+Pe+65B/feey8GDx6MWbNmoXXr1njnnXe8vrt48WIkJydjzpw5uOOOOzBy5EjMmTMHgiBg4cKFAT9rOkzQeFjUbe7Ky9x1mIWYdfis82fKK7ueNUnsEAG336vsqiNNsQl17ntMEaxaBtnvOv0G9zdZp1n/o7vhNpVJDV+jutnSJMHMRuKSSw+gdGVqOY0bHDD3F8BtUUqV/hbc1+ASw+anhpkQZoMnWbAI0qI4SfFO6aNUGJgy7dF5uTytgWynIsEhfpO3fthSJVedBHFqn+3KktKb67ik7/L+jh6+4XBbptksDZu5kP1apUFIYgdRkDIrtAwrD8lNQJ5aloRy7stu5TJjkKTojHF3AiXjxHxU7KTAtpXs6FaOmNWGuZGdfUgU2rJlnUUnW6wPrgpxMKg53e90twFm8eLziVdq1OsK+MOo5PMhpA5HXkgr1SvWkfFx69bkth4WtxRnppgLRMYgd5wAdwdiSxLzDIKYtyxNLG/VA7GEHGmhIm+ZUv1d+oiUhgr3YJVZ/NigQN2+WVtk12MN3iDClHvXBaWbReYoyEqI1oJGAPJif+YW5KoQFeL0G8RyYdbJtH7iNT1yXxFnMJkSw++Q5qoQ5ZhstOH87tUIDnfba/28Z1nKriCJbnnFD4ZZ22Nthne/yRwrGn3YAIENKthgRaZJrJfMLU9WlJLdg0t7C1FpbDzGzaaoNy5Qu5y4lH2Z2qglx5OV2yjl9axJkkHBJbV1fuAkyQmPtUWSEYQ3JLFvtZwmpsOeLe58p44T6//S+ql2EeLkRGIHTgnn4crWlu7uz5iriscAUgVT2GXrd4KyHbM6wlzW2CwPL+NZ31f6iDiDwM8oiIHAnc9SXARuFpMPS6GQM7dKm3vGWKgXB825L4tplGW95MLpYVV3iUaqAxnK8pfd2lSDYsGhdPNRn9sj53+DGJZikM8W6Cco3TwFvq7GLpZV+jdu3Ai73Y7BgwfL15KTkzFw4EDs378fZWX61qo9e/agV69euOiii+Rr2dnZ6N69O7Zt24ba2tqAnjUddafNFHleUQIgCjVJEWKdBN/5qxV9pjw1HhMbCLsHuH3m2D1eSYUNQJP7tNiuR91bh9lSRKXw7GTOD+8Vzlo21t2R8YI59xW3YlU+W0wjU2h5gSd3AFIVZtZ1Od6p7rxSKzmuauXgyd4cCiUZLuW0LRP8bECkENA2peWPH1jJgwnO/cbezD2lLLsKSYMTD4s7J4SMnp6qVqT5BZuO9aqHuY4+91VROWFrRGpWKy3WrF7kLYHsR171vmRVEtxhsTJQu1GxDpO3CgHSoOKcxoyUZA1jO1YpOsQE5UCCH8jxnUnmGOVgV2Hh5hX6FsqZLFsq5E6GdeL84ENeIM+UNUnZ5usUv+MIPwsEuNtgzix4+BUn5EidHuvkeN9b9iezqCW484lZ7RLz3G4//CCEhcsrwbEEr9iqlcSSce6FsMyyy56Rd3Kyie03807IayBkXO68rHoPYnm/r1pIy2FL98xjj0FGk6RwMOWqzr2+SG1Z5WWyfDgjxGts/Yg9U1m2eoM99jebnQXcAwRm4GCDFSbnmJKat0TMv0srJKNQM/eA0+uWuoxE1Y5Ydrfyy/zHtYxaLFzWLxzKF8u0uKV7psTDx58ppImqncFc7udcF9yzY4Byhox3k2s8Jv5m8oH59TM5yNPyMTEPWz/vnoXIGATFdtVs5pP1jeWzxbTJdVEamPKzGGyQwuRo5ijlrC5bf9D6eciDuKplSjnE1sPJA03Wv/AGH6k+ywO7Js+yrVntbmfMECRb7AX3e+oZEX6tkatCdCdSqKBSv8DKX16rI4jnnvCKP6uTbBaGzXiwWVJ+ZyXmliVvUdtOKgO1km9we+Uox7JK/+HDh5GXl4f0dKUl7NJLLwUAHDlyRPddp9OJlJQUj+spKSlobGzEsWPHAnrWdNSdNq+8A3AL1TS3IqSGF5pM6JTNgMfCRtkyWw+5wQt1SiVVa7tLJrwEh3KXgMZTYjhMic9b4k5L5hhluMyiz1t0FbMQL7tdf5hlRkYSOsmXi8+fnSwqu4rtN52eFmge1imx8NWCNW+JO+32LNHix1wtmLLlWC8OJpi7Bpt+bTwu/q56T8xD5nbjqnJvI6rlDqXlksErtB4kit/KHO2uL/JsgU3ZIfEDQL0pTtc5twLJFAf1Qkg2w+GqcCvBCmWct1jbuAV2LsgD1YxBnrM7bH2CLLTzOMucZC13nZPctCogTxWzbRpZ+njBD0BheefXuQBcJ21z1xOWfjatbEt3D/T4WY3K+VI+SvmrtlAyFD6rUgdV/6N0XaqjrJ7Z0lQuFk6lNZfVj8YS96JVzVnBGIXVSXmnFUkOKBR1brYsb4mYf7IyLnBbH0qKXc4sZV30yEu+PtuVhgwWNjOqyNZT3mIpcG3IxYWZqS0D+EHu2cnid1kcWXhqmJznN3BoOU1sj6x96g0G85Yo3S204gJ4cYsQoLmdcvLlUMgmXjHUmoni81F2XVzm6fLH5GfmWLcLFRsMMVnJt0W29S2rF/zgiIXJ0uY65+5/2H3mrshvAczqCD8LwQwR/BbZZTMg7/7Drx1g/Ru/Q12z4e5w+fqpjjMLN/dlyDPyTNlv/TyXr9xmB7zBh20ZW7XUPevJZrzVRgi+P6zdBPegwKZMJ4sfG/ikXOXOq/rv4Xbl5NxQ+fxg7S+tHxTr8/g6yeoF82hgxhBbGuTZB6YrsLySz7nhXC9p9x5zqaioQFaWp1LJrpWXl+u+e/HFF+PAgQOKnYOcTieKi4s93vXnWTUOh8PQj9MZhmkjXhDKq+clAcf+5xU19g5TppmPsFwFJAHNFEjZIiRZxAC3NZ01aD2lU/YZ5K3TTs8pVUbeErf/v3oBD1Oi2UyDOgzWSaoV9/of3YOOqmWc/2SC2y+bt4KxnQdYOgFPwcV3Rnza+c6YKVtyp1TPWQ1VzU1wiGGxHYWaykSLVqdtXKef4I6HFq4qsQNhrjZsmtee6U47qwOyBXSMu0Ni91ke8zMmTKlgC77YIJIpCa2fV1pvbKmcIp7i/o7sY5rg/p37qir/s6DYhYaf3WEdjGJfcSh9bdVb97EF67yy4GGNlNpl+Wz3DAnrIIQ6bfcIwL0QzpaqXCTJLzDjd/vg6zffVlpO4+oEG6SN0nbLa/281DEzy3+jtjVXtr6NcrtmVc7Xd52IFVhe8DutVL2ncq1LcbcThauETbuts/rF2jhT+uzZkNes8Os5eEMGoKw3TIFObMdFmndDSFDWtaYyZZ1RDErtYrzZInvAbeRRW8LlAc97Sqs1M/LwCjv/rq+6wvLJVQVlm5LqJ1tPkfsyN4BuEsNn7pBM9vCuMlqbFvD5qOiXGE5u4MsN2Pj2xuqHwo/eLv6wb/HtiZeH/PoI/j6bFZDbJOdyww8KWPkw1z11+hzrxfz2mImFZ7haSj67x8rPsd49I5/UWZmPrgqxDnZrEvsZxWCP24GO3w2o61HR3YkNEPh1QoDSCGLPktxazyuTUf2xVPb8lt+ch4ItSTJspLrvs/bH1vcx96OMQcp6WvqIcgDLjCEKl98EpauurEskivdt6Rrur7GJZZX+hoYGJCV5Lm5KTk6W7+tx++23o6SkBC+99BKOHz+OY8eO4YUXXkBlZaXHu/48q2bChAkYPXq0z58PPvggoDzwCi8IWSNkjUFu6CqfSd49ht9mi73PL4ZkwiT9BsiL2ZiV/tJy9/f0dpbpepRzkVGN/nmYf3TZDNUCT0mQMus5EtxuRmwXArUgzJnFKfajPKf5+WlidVzVMx38NK+WJUwdPhsMydZ66TdzBWC+92xqnXXezBdb7aPJLLeJF2t3FCz/1YMN1kHIFo8mtw99zWqxjPOWcJaOJmVnmjFIFNiKAZpkNWVrO5iwBdzbRPL+xIDbSsV3vkwYszMkKue781HdkTCXjIQc93U2EGK/vbpdwd1GmKVTvaicd11jSj6z9thSPetXWj9leIDSqs5mNdL6KS1ULK+06hAbbNoz3XVTyxWPvcdbo3hlnn2fKZ68GxY/WxXrlv+W01QzInUQ20GyNPv4nrusZMvqq27FHlAqUWzthrptsYGq4FC6g6jjwg+8+GtsoMDLXsDtrqI+cZu1dVsq3KcHN3mWp7w96XuehhDAXW/5tVBq9xpWn9lsghbyDFqT6gZT+i9SzkKzLScVhqQmtyzn66pWPqrXqKg3EFCvYfPmyia70rhEX2+tHYR4ecgUaL5M+LBkpTfFrcAzI4J6MT1DNgS5lIYilu/qGU8+39Uzj3wesO+wgS9bZ8HXdz0DEu+CBCjrrpZMcqwXZTSbWUvI4Vwxm8R2w+qUem1F7mvKQy35NXfqOsB2b7Klu2f5+fxi32YDWBY/dtghe0/TrdEJeQ1CLLo9amBoy04zSE5O1rSQMyWcKf9a3HbbbSgrK8OKFSuwdu1aAEDXrl0xcuRILFu2DKmpqQE9q2bBggUe7kdaaA1egoY1fCbg2PZvjceU2wTyp3Dy7wCe7wPKqTLeopHYUdkoeCWCv8620+QtMfYs90BBDT9NzL6VNUnpm877WrNDT3j4+GdNAipvcKeB9wNVW2QVSNZsudPyYl1Xw4fPtuBrKnNvS8l895kiyZ5jliT+IBeGuqy0YNPE8qLRVKUFCHAvfGZC9ezDqm02bZ51iB+ElM+Gwm+58Zi4RSTfYWdNEr/JXKn08ob9z9JeNkO7DgLuWZr6H0VlmE8TK0920FAt3PnKlz2ffqawAe5tTtnAl/nIq9uFOg0s3iw81lb47RDZfVbf2TtnH3K7t/HpZMqm0brW+nl3mljnqNUOAf32HsuwspJnd9gWlSrl1FWlrHusnPh8VLj+JXjmXcYgtzxhaMlP/rvqes7iDEjuJNJgmbka8RZulh62Dak9U7zOtnNVb3HM4PdSZ3FlMyDs4CtXBeQzPtL6uduful7x6QOkmco60TjRWOLezpkPh8WXV65ZO+UH0rXwr37yLo9p/ZTlxuerFr7kK9/m+TLh08/kCZORgkOaQXe581JLtrFvAZCNUmzGkOU7m/Fk6+142aHV9/IzC3w9kF1yoR0P9q685a1UV5hc4g0FalnSeAKy/zyfVrnvlmaA5Dr1PmSrOouH/KzNbennZ0vkcFSKOas78oGEUM4SyHksuHWgQ/nuOLL0JeSIfYyeC2YsIliU//3f/xUefPBBj+s7duwQCgsLhS1btvj8RlVVlbB7927hyJEjgiAIwr///W+hsLBQOHbsWFDP1tTUCIWFhUJNTY1/iQo3Fa8JwsGOgnC4ryDsg/ST4L5e8ZrvbxzsKL53sKP4/8mx4jdOjlV+R++b+xL8C7fiNUE4kC3+8M8ZCctoGg5kS3GyK6/zGHnGCHxcWd4d7usZf6N5YyTd6vSqv3EgWxD22bg6YVf+zcI5OdazLCpec5cpu7c/3bO85HK3aT+jLs8D2Vw8EjzTyNc7vfQeyA4sD1lZH8iWwoEy//TyXS+f+Ota5SznTRD1Si9N3uqIt3jFC4r8t3HtwO5Z5lp1f3+6+Cwv/1j98SZHDmS7v2E079Vx0HpXq+z5+PBx5uWONxmxP128tz9dOxwe/jt6f+vlh6+2qIfet/myZfe8pTMQ1GWi9X0+z/cleaZHq8z02qRa7rHwfMknb3nkq/7xYbB6oK5/WmW9P11bRvvq0/m0e4ufHC8pTw/39fyW3G9r9CH8t+XnoN2nmIBZeqRllf633npLGDZsmEeGLF26VCgsLBRKS0v9/uaf//xn4Q9/+IPQ1NQU1LOmKv1GOny+EbMG5k0pVCtjfGM1Ith5vClr/hKoYqy+xhr8/vTgFCR/Bx/8ACgQjHZgRvNJVnhskiC1K+uHugNl9YFX4PXixMqdKRC+OmN1R6MltPXSF2wd4+u5HF+b7zQy+Ljzgxc9xUWvEzQSz0AHvop4JhirR7GK1mBNq51rlbuW/NMabLIwWH3ypsR6i2NA5WvzPlAQBO9txojirRVPI/WTr/tagyUjYfszsA3VAFcdps+BvU2/j/GnD1XfNyo7fBkqfL3LK8W+Bg98nLQMRd5QD9S89d/s2yxv+TrCt0V+YK6HIn1cfxxIuwsRpPSr2L9/v1BYWCh89NFH8rWGhgZh4sSJwiOPPCJfq62tFY4fPy6cO3fO6/fWr18vFBYWCsuXL/cZtq9nTVP61Q3G6OjeyGha73v+Kh6hbERGlF4jz4QqTnxYRr4ZCuXUaLyNdoxaCqBeh2bUysR/hwlhtaWfzT4xa423OKnDUCtb3iytRuEVJrXl11e+aykygSh6et/2Zl3zp54bGcjGE1oKFa9caM1geZN/WmVlZPZJC38Ubz5uRi3d3uqPv/LRV71SK6paeRPquhlI/umhNfvnLf98yQB/+lBvSnAgeWREbjBOjhXlIbP0G/mu0VlMlga1Zd7bQHufTVDMSuvNnhgxrlW8pj048Cd/Qgwp/Ro8/fTTwvDhw4W3335b+OKLL4RHH31UGD58uLBr1y75mZ07dwqFhYXC4sWL5Wu7du0SZsyYIXz44YfC6tWrhZdeekkYNmyY8PjjjwuNjY2KMPx5lmGa0s83tECtf2qCtSbqxTEUjShUg4xQpdFbJx9s5xVs3hvplPSm2PXQ6wT0vqHuCPi4eBPMeko+e189ixCoYqUVZrAWQqOWOF/x0Eq7v/XWxA7MkvgyfviruKgxagTQu6cY+GpYM42kw6iBJ1QGBD7dejNIvLGADaTU7cNfA4ovAh00abV9vj74ylc+bOYqGWr0BquhKMtAUQ+Y+dkzb7NoatmtN8jhy4DNZBl1ifIVb18udBGClH4N6uvrhbfeeku4++67hTvuuEP485//LHz//feKZ7SU/lOnTgl/+9vfhHHjxgl33HGHMGnSJGHZsmVCQ0ODRxj+PMsw1dLvb8cSaUJtqTAahje0LKZGhI+3sJkA4i0XwShcwSpsRjolf61gvqyGapccrY6A3fdHMOv5tYZC2bcaRjp0f+tmLOVPMPhqU97qqxGM5reRduTNxU39frgHd0byTW9mhN2XLbR27W9pGVCCSU8gdV9v8HKwg/R/B2PfDne782UUCWdY/uBtMOjvd7WMKUbS7UtHCvX6qiAgpT+KsORC3lAJgnAIsFALKX+tRFqWMbWLiNE46i3UM9vS7+07gXzbmwW74jXvlklBCK7Mg7FsRRuRtODHcj6q8VV/A8mHUL9nVHYYteYHG09/3vclg/2Ri5Gul+q46Vr6pVlJPSOHWYQjv/T6xUC+cbivcQNPIN83Ui9590v1oIHNQJns9khKfxTBCuuBBx4QHnzwQcXPp59+ak6kQiUIgh1NhzpuvpTYQBUifztSRih9R/XiEgyhUhB9fcdXPgQzKxVpy5nViWTbjmaMyoVA8yFa8i8S8Qy1pT6S+IqveqaRtxBHSxrV+Jpp5ZXlYI1GZtYH9eBFbTwysiYyQpDSH0VY0tIfKiJpeTSCkalmM6xEVp0JCeeMQajCMVtJCCR8MwYKoQ4z2gY7/mJ07UqoLPaBGg7CTaAzC5GeATGLQGc+ozmNWmuq+Ge8pc/fNWG+DHWRQG+mz2iaI4BZeqRNEATB927+BI/D4cDo0aOxdOlSQ4dzxRzqA2hiJSyzwjYzjZGGHQQDeB5UFck4+Jvf7PCmxI7Kk0bDiRlhRjPs0DV7tv5hgKFEXT5WLy+WP+wgQnU8IxH/eJJ1ocafvFOXZck48XAsW5p4wB9/IJ2v8ubblT3TvzrCH5LHDvn0p275SnMU1yez9Eh7xEIiQgc7kVR9DDd/Xe+ZUODtiPNoDUsrv9QnEoaLYNIYznIOB+yUU3umeUI6kPz2dYR9OAg0zGirE6EiZ5aYXzmzIhOeunzMqCOBYEvVjmck4h8pmRoIWu3G7LbEh+9P3qnLMm8JkNhBPJ2XvW+0vPl25W8dYXEGAqtbvtLM7pfNMF5OZpep2UR0XiFGMN29R889gb8eaReKaJr+1IqrVn5Fg+uQ2a4yevhyMYiGehKtWLVOEOZihbYXyTiEwhfd7LbEhx9s3kUq70PpQmPUzdSfBchml6mEWXokWfqjEb3RNn890lYnK1tw1GjFNa0fgATpt0QkZzT04uWLcJZzMBYRrbRE8VSsB1a2FkWLxZmILJGWZ2bHwV95qtVujLSlcMoCPvxg887b+6FMA5/v4Ywzf5/NRhiReXEuH8mnPwDi3qdfi2hS6LTiGml/YKPxMhN/fXz5+AOeabG6z7M/xFJaiPjEavIm1EQqfbEgC0KZhmDyPdbrJAf59BPRjRWsSEbRiqtQp/xtBlbLw0D9N/UsPLFkYYmltBDxSTTNzgZCpORpLMiCUKYhmHyP9TppAcjSHwBshJaXlwe7XTluGjJkCIYMGWJSzIiAsYKlP9qJIysNQUQ91F6JYAhH/YmjOmmWpZ+U/gAg954YJI6ETUxA5UUQBGEeseDWZCLk3kMQZmI11xrCOzQNTBCeWHmBORFbxIJbUxxCSj9BENEHdTgE4QkNholIQYayqISUfoIgog/qcAijxJP1mwbDBEF4gZR+giAIInaJJ+s3DYYJgvACKf0EQRBE7ELWb4IgCABAotkRiGaKiopoy06CIAgrkzWJLN8EQRAgpT8o5s6dS1t2EgRBEARBEJaH3HsIgiAIgiAIIsYhpZ8gCIIgCIIgYhxS+gmCIAiCIAgixiGlnyAIgiAIgiBiHFL6CYIgCIIgCCLGIaWfIAiCIAiCIGIc2rIzCGiffoIgCIIgCCIaIKU/CGiffoIgCIIgCCIasLTS73Q6sXjxYqxbtw7V1dXIz8/H+PHj0bt3b5/vHjp0CO+++y727dsHACgoKMCECRPQuXNnj2dPnTqFRYsWYe/evaiqqkJOTg5uvPFG3HHHHUhNTQ15ugiCIAiCIAgikljap3/evHlYuXIlbrzxRkycOBF2ux0zZ87Enj17vL536NAh/PWvf8WZM2cwduxYjBkzBqdOncJjjz2GkydPKp4tKytDUVERDhw4gCFDhmDixIno1q0blixZgueeey6cySMIgiAIgiCIiGBZS39xcTHWr1+PCRMmYOTIkQCAAQMGYPLkyXjnnXcwZ84c3XcXL16M5ORkzJkzBxdddBEA4KabbsKkSZOwcOFCTJ8+XX523bp1qKmpwTPPPIOOHTsCAAYPHgxBELB27VpUV1ejWbNmYUwpQRAEQRAEQYQXy1r6N27cCLvdjsGDB8vXkpOTMXDgQOzfvx9lZWW67+7Zswe9evWSFX4AyM7ORvfu3bFt2zbU1tbK1x0OBwCgRYsWim9kZWXBbrcjMdGy4yKCIAiCIAiCMIRllf7Dhw8jLy/PY6HspZdeCgA4cuSI7rtOpxMpKSke11NSUtDY2Ihjx47J13r27AkA+Oc//4nDhw+jrKwMGzZswBdffIHCwkLy6ScIgiAIgiCiHsuasSsqKpCVleVxnV0rLy/Xfffiiy/GgQMH0NTUhISEBADiQKC4uNjj3auuugrjx4/HsmXLsGXLFvn6qFGjcPfdd3uNI5sl8EVSUhKSkpIMPUsQBEEQBEEQocaySn9DQ4OmopycnCzf1+P222/Hq6++ipdeegl33nknBEHA0qVLUVlZqflu69at0aNHD/Tr1w+ZmZnYvn07PvjgA2RlZaGwsFA3nAkTJhhKy9ixYzFu3DhDzxIEQRAEQRBEqLGs0p+cnAyn0+lxnSnsTPnX4rbbbkNZWRlWrFiBtWvXAgC6du2KkSNHYtmyZQqXnfXr1+Pll1/Gv/71L7Rq1QoA0K9fP7hcLrzzzju44YYbFGsDeBYsWGBon36y8kchlfOB8tlAy2lA1iT/7xMEQRAEQVgIyyr92dnZmi48zFrfsmVLr+/fc889GDlyJI4dO4aMjAzk5+dj4cKFAIC8vDz5uc8//xxdunSRFX7GNddcg2+++QaHDx/GlVdeqRlGeno6Hc4Vq5TPBhqPib+1lHpf9wmCIAiCICyEZRfydurUCSUlJR5+8wcOHJDv+6JZs2bo3r078vPzAQA7duxAq1atcPHFF8vPnDt3Di6Xy+PdxsZGAEBTU1OgSSCimZbTgMSO4u9A7hMEQRAEQVgIyyr9/fv3h8vlwpdffilfczqdWLNmDQoKCpCTkwMAqKurw4kTJ3D+/Hmv39uwYQMOHjyIYcOGwW53J7tdu3b4+eefUVJSonh+/fr1sNvt8oCBiDOyJgFdj+pb8X3dJwiCIAiCsBCWde8pKChA//79sXDhQpw/fx5t27bF2rVrUVpaiilTpsjPHTx4ENOnT1cslt29ezfef/999O7dG5mZmThw4ADWrFmDPn36YNiwYYpwRo4cie+//x7Tpk3DkCFDkJmZiW3btuH777/Hb37zG59uRARBEARBEARhdSyr9ANAUVERFi1ahHXr1qG6uhr5+fl4/PHH0aNHD6/vtWzZEna7HcuXL0dtbS1yc3Mxfvx4jBgxQt7Ck9GjRw/MmTMHS5Ysweeff46qqirk5ubi7rvvxp133hnO5BEEQRAEQRBERLAJgiCYHYlow+FwYPTo0Vi6dCkt5CUIgiAIgiAMY5YeaWlLv9UpKipSrA8AgCFDhmDIkCEmxYggCIIgCIIgPCGlPwjmzp1Lln6CIAiCIAjC8lh29x6CIAiCIAiCIEIDKf0EQRAEQViXyvnAoXzxN0EQAUNKP0EQBEEQ1oU/AZ0giIAhpZ8gCIIgCOtCJ6ATREighbwEQRAEQViXrEl0+jlBhACy9EcxTqcTS5YsgdPpNDsqRASg8o4/qMzjCyrv+IPKPL4wu7xJ6Q+CoqIiPPTQQ4qfzz77LGLhO51OvPfeeyQs4gQq7/iDyjy+oPKOP6jM4wuzy5vce4KA9uknCIIgCIIgogGy9BMEQRAEQRBEjENKP0EQBEEQBEHEOKT0h5FI+veHk0ikIxbCoPKmMKKVWMirWEhDpIiVvIqVMMJNrORTrIRhJqT0h5FYqTyx0tBiQemIBLFQFrEURiSIhbyKhTREiljJq1gJI9zESj7FShhmQko/QRAEQRAEQcQ4tHtPEBQVFcFuV46bhgwZgiFDhpgUI4IgCIIgCILwhJT+IKAtOwmCIAiCIIhogJT+ABAEAQDgcDi8PudyuXw+Ewzs2+EMAwh/OmIlDCpvCiPUUJlb5/uRCIPKO/7CiESZx0I+xUoY7Nu1tbUA3PpkpLAJkQ4xBvjll18wYcIEs6NBEARBEARBRCkLFixAq1atIhYeKf0B4HK5UFFRgbS0NNhsNrOjQxAEQRAEQUQJgiCgtrYW2dnZHmtDwwkp/QRBEARBEAQR49CWnQRBEARBEAQR45DSTxAEQRAEQRAxDin9BEEQBEEQBBHj0JadJlBcXIy1a9di586dKC0tRWZmJgoKCnD33XcjLy9P8eyhQ4fw7rvvYt++fQCAgoICTJgwAZ07dw7oOQBwOp1YvHgx1q1bh+rqauTn52P8+PHo3bt3mFIc35hZ3rt27cL06dM14zVnzhx069YtVMkkJI4dO4b33nsPhw4dQmVlJVJSUtChQweMHDkSV199teJZf9qi0WepfUceM8uc2njkCUd519bWYvny5SguLkZxcTGqq6sxdepU3HrrrR7hUxuPPGaWeSjbOC3kNYGnn34a+/btQ//+/ZGfn49z587h008/RV1dHZ577jl07NgRgKjY/fWvf0WrVq0wePBgCIKAzz77DNXV1Xj++edx8cUX+/UcY86cOdi4cSOGDRuGdu3a4ZtvvsHBgwcxa9YsdO/ePeL5EeuYWd5MWAwdOhSXXHKJIl59+vRB8+bNI5cRccL27dvxySefoFu3bsjOzkZ9fT02bdqEPXv24OGHH8bgwYPlZ/1pi0afpfYdecwsc2rjkScc5X327Fncf//9yMnJQZs2bbBr1y5dpZ/aeOQxs8xD2sYFIuLs3btXaGhoUFwrKSkR7rjjDuG5556Trz3xxBPCmDFjhPPnz8vXysvLhd/+9rfCrFmz/H5OEAThwIEDQmFhofDRRx/J1+rr64WJEycKf/nLX0KWRsKNmeW9c+dOobCwUPjPf/4T6mQRftDY2Cj88Y9/FB544AH5mj9t0eiz1L6tQ6TKnNq4NQi2vBsaGoSKigpBEAShuLhYKCwsFL7++muPcKiNW4dIlXko2zj59JvAZZddhqSkJMW1du3aoUOHDjhx4oR8bc+ePejVqxcuuugi+Vp2dja6d++Obdu2ySe6GX0OADZu3Ai73a4YlSYnJ2PgwIHYv38/ysrKQp7eeMfM8uZxOBxoamoKZdIIgyQkJKBVq1aoqamRr/nTFo0+S+3bOkSqzHmojZtHsOWdlJSErKwsn+FQG7cOkSpznmDbOPn0WwRBEHDu3Dl06NBBvuZ0OpGSkuLxbEpKChobG3Hs2DF069bN8HMAcPjwYeTl5SE9PV3x7KWXXgoAOHLkCHJyckKZNEKDSJU348UXX0RtbS3sdju6d++OCRMmeEwTEqGlrq4O9fX1cDgc2LJlC77//ntcf/318n1/2qLRZ6l9m4sZZc6gNh55QlneRqE2bi5mlDkjFG2clH6L8O2336K8vBy/+93v5GsXX3wxDhw4gKamJiQkJAAQFcPi4mIAQHl5uV/PAUBFRYXmyJJd458lwkekyjsxMRH9+vVD3759cdFFF+H48eNYsWIFpk2bhmeffRZdunSJSHrjkbfeegtffvklAMBut+O6667DpEmT5Pv+tEWjz1L7NhczypzauHmEsryNQm3cXMwo81C2cVL6LcCJEycwf/58dOvWDQMGDJCv33777Xj11Vfx0ksv4c4774QgCFi6dCkqKysBAA0NDX49x/5Wu5oA4vST+lkiPESyvC+77DJcdtll8v/XXHMN+vfvjz/+8Y9YuHAhZs6cGYkkxyXDhg1D//79UVFRgQ0bNsDlcsHpdMr3/WmLRp+l9m0uZpQ5tXHzCGV5G4XauLmYUeahbOOk9JtMZWUl/v73vyM9PR3Tpk2TLbcAcNttt6GsrAwrVqzA2rVrAQBdu3bFyJEjsWzZMqSmpvr1HCBWPL6CMlhFZBWTCA+RLm8t2rVrh2uvvRabNm1SzBYQoaV9+/Zo3749AGDAgAH429/+hieffBLPP/88bDabX23R6LPUvs3FjDLXgtp4ZAhleRuF2ri5mFHmWgTaxknpN5Gamho88cQTqKmpwezZs9GyZUuPZ+655x6MHDkSx44dQ0ZGBvLz87Fw4UIAUOzxbvS57OxszeklZiXWigMRGswobz1atWqFxsZG1NfXe/geEuGhf//+eOWVV1BSUoKLL77Yr7Zo9Flq39YiEmWuB7XxyBNMeRuF2ri1iESZ6xFIG6fde0yioaEBTz75JEpKSvD4448rFnSqadasGbp37478/HwAwI4dO9CqVSuP/feNPNepUyeUlJTA4XAo3j1w4IB8nwg9ZpW3HmfOnEFycrLPWQEidDBLD2t7/rRFo89S+7YWkShzPaiNR55gytso1MatRSTKXI9A2jgp/SbQ1NSEZ599Fvv378e0adP8Ok1tw4YNOHjwIIYNGwa7Xb/49J7r378/XC6XvBAFEBeBrlmzBgUFBbTqPwyYWd7nz5/3ePbIkSPYunUrevfu7fWbRGCcO3fO41pjYyPWrl2L5ORkeWrYn7Zo9Flq3+ZgZplTG4884Shvo1AbNwczyzyUbZzce0zg7bffxpYtW3D11VejqqoK69atU9y/+eabAQC7d+/G+++/j969eyMzMxMHDhzAmjVr0KdPHwwbNkx+3uhzAFBQUID+/ftj4cKFOH/+PNq2bYu1a9eitLQUU6ZMCX/i4xAzy/vZZ59FcnIyunXrhhYtWuD48eNYvXo1UlJS8Pvf/z78iY9DXnnlFTgcDvTo0QPZ2dk4d+4cvv32W5w8eRL33Xcf0tLSAPjXFo0+S+3bHMwsc2rjkScc5Q0An376KWpqamT3kK1bt8p/FxYWIiMjg9q4SZhZ5qFs4zZBEIQg84Lwk8ceewy7d+/Wvf/JJ58AAE6fPo3XXnsNP//8M2pra5Gbm4sBAwZgxIgRitXhRp9jNDQ0YNGiRfj2229RXV2N/Px8jB8/Hn369Al9YglTy3vVqlX47rvvcPr0aTgcDjRv3hxXXHEFxo4di3bt2oUnwXHO+vXr8fXXX+Po0aOoqqpCWloaunbtisLCQlxzzTWKZ/1pi0afpfYdecwsc2rjkSdc5X3fffehtLRUM8w333wTubm5fn+TCA1mlnko2zgp/QRBEARBEAQR45CzH0EQBEEQBEHEOKT0EwRBEARBEESMQ0o/QRAEQRAEQcQ4pPQTBEEQBEEQRIxDSj9BEARBEARBxDik9BMEQRAEQRBEjENKP0EQBEEQBEHEOKT0EwRBEARBEESMk2h2BAiCsBZDhw716/nWrVvjrbfekk8e5k+OjFXq6urw448/Ytu2bdi7dy9KS0tht9vRtm1b9OvXDyNGjJCPZffF//7v/+Knn34CACxYsACtWrVS3N+1axemT5+u+35BQQGee+45xbUlS5bgvffe8xn2008/jR49eiiu1dfX44MPPsCGDRtQVlaGzMxM9OnTB+PHj0fLli11v7VmzRp8/vnnOHHiBBITE1FQUIDRo0fjsssu031n7969WLZsGQ4cOIDGxka0b98ehYWFGDBggM+486hPtZwwYQJGjhwp/6+XH6mpqWjbti369++P4cOHIzU1FYDvPNdiwIAB+POf/4w1a9bgxRdflP9nsOs8KSkpyMjIQLt27VBQUICbb74ZHTt29CtcX7C0qONjNT7++GO8+eab8v9MrhAEETpI6ScIQoGWwrVv3z6cPn0anTp1QqdOnRT3LrrookhFzTJ89913ePnllwEA7du3x9VXX43a2lrs27cPS5Yswfr16/H000+jRYsWXr+zZs0a/PTTT7DZbPB1OHrbtm01Fei2bdt6XOvUqZOu4lxRUYEdO3YgJSUFXbp0UdxraGjAjBkzcODAAWRnZ+Oaa65BaWkp1qxZg23btuG5555DmzZtPL75xhtvYNWqVUhOTkbv3r3hdDqxY8cO/Pjjj5g2bRquu+46j3c2btyIZ599FoIgoHv37rjooovw008/4YUXXsCRI0dw3333ec0PLVia9RRnvv4KgoDy8nLs3bsXixYtwubNmzF79mykpqaiRYsWmvm3adMm1NXVoU+fPh5le/nllxuKI1+OjY2NuHDhAg4fPozdu3fjo48+wk033YQHH3wQ6enpRpMdE7Rv317O87Vr15ocG4KITUjpJwhCgZY18IUXXsDp06dx7bXXYty4cbrv1dfXe7UGxwqJiYkYNGgQhg8fjvbt28vXKyoqMHPmTBw+fBhvvPEGHn30Ud1vnD9/Hm+//TZ69+6NkpIShaVai8suu8ywpfa6667TVLQB4J133sGOHTtw3XXXecxGLF26FAcOHEC3bt3w97//Xb6/cuVKvPXWW3jxxRfx9NNPK97ZsWMHVq1ahczMTDz33HNo164dAGD//v147LHH8OKLL6Jnz55o1qyZ/E5VVRVeeukluFwuPPbYY+jXrx8AoLKyEn/961+xcuVKXH311ejZs6eh9DJ85Y9W/T1z5gweffRR/Pzzz/jyyy8xYsQItG/fXvNbu3fvRl1dHe666y6/48bQKkdBELBt2zb861//wrfffotffvkFTz75JBIT46eL7tOnD/r06QOAlH6CCBfk008QREho3bo12rdvHxeKyi233ILJkycrFH4AyM7OxoMPPggA2Lx5M5xOp+433njjDdTX18vPRwJBEPDdd98BAG6++WbFPafTic8++wwAMGnSJMWAYMSIEcjPz8fu3btx6NAhxXsrV64EAIwePVpW+AGgW7duuO2221BTU4Ovv/5a8c5XX30Fh8OBa665Rlb4ASArKwsTJkwAAKxYsSLI1BqjTZs2GDRoEABRqTcDm82Gq6++Gs8//zyys7Oxe/dufP7556bEhSCI2CX2e2eCICKCnk//0KFD0bp1a7z++uv44IMPsHbtWpSXl6N169a48847ceuttwIAfvrpJyxduhSHDh2C3W7H1Vdfjfvvv1/TfaipqQmrV6/G2rVrcfz4cTQ1NSEvLw+33HILCgsLkZCQELF0q8nPzwcgKtFVVVXIzs72eOb777/Hd999h/Hjx2u654SLXbt24ZdffkFWVhZ69eqluLdv3z7U1NSgbdu2Hm4/ANC/f38cPXoUW7duRdeuXQGI/v87d+6U72u988knn2Dr1q2444475Ovbtm3Tfadv375ITk7GTz/9hIaGBiQnJweeYIMwV52mpqawh+UrHr/73e/wz3/+E59++imGDRtm+N1jx47h3Xffxe7du+FyudCpUyeMGjVKN/8qKiqwbt06bNu2DadPn8aFCxfQrFkzXHbZZbjrrrtw6aWXys86nU78/ve/R319Pf79738rZm0Y+/btw//7f/8P3bt3x+zZswG4B5mff/45Tp8+jZqaGjRv3hx5eXm47rrrMGTIED9ziCCIYCBLP0EQEeGZZ57BypUr0bFjR3Tv3h1nz57Fiy++iDVr1mDjxo34v//7PzQ1NaFPnz5ITU3FunXrMGvWLA9f9/r6ejz++ON47bXXcOrUKRQUFODKK69EZWUl3nzzTTz99NNwuVwmpRI4e/YsANEFKDMz0+N+XV0dXn31VVx88cWKxaa+OH36NP7973/j5ZdfxsKFC7F9+3a/0/ntt98CAG644QaPgdGRI0cAAJ07d9Z8lw0Ejh49Kl8rKSmB0+lE8+bNPRYg673D/681uEhKSkKHDh3Q0NCAkpISn2kKBQcPHgQAj5kbM/j1r38Nu92O06dP45dffjH0zsGDB/Hoo49iy5YtaNWqFX71q1+hoaEBM2fOxH/+8x/Nd7Zs2YJ33nkH586dQ35+Pq699lpkZ2dj8+bN+Otf/4offvhBfjYpKQm33HILGhoa5JkiNatXrwYADB48WL62YMECPP/88zh06BDy8/Nx3XXXoV27djh69CiWL19uNEsIgggRZOknCCLslJaWIi0tDf/617/QvHlzAMDOnTsxY8YMvPvuu3A6nZgxYwZ+9atfAQAcDgceffRR7N27F7t27cIVV1whf+vtt9/Gzp07cf311+Phhx9GRkaG/M6cOXOwZcsWrF69GrfddlvkEwpg1apVAEQf5aSkJI/7ixcvRmlpKf7xj39o3tdj37592Ldvn+Jafn4+HnvsMYVbjR4NDQ3YtGkTAE/XHgAoKysDAE3lnb/Orz1g7+it40hNTUVGRgaqq6vhcDiQnp4Oh8OBmpoan2EdOnQIZWVlHgvHQ4XL5UJFRQW+/fZbfPvtt8jIyMDtt98elrD8IT09Hbm5uTh9+jSOHz+um0cMQRDwwgsvoLa2FmPGjMHvfvc7+d5nn32G+fPna7532WWX4eWXX/ZY9PzDDz/gySefxPz58/Gvf/0LNpsNgKjMf/zxx1i9erWHhd7hcOA///kPmjVrJrtrNTQ04NNPP0VaWhpeeuklxQLwpqYm7N+/33imEAQREsjSTxBERJg4caKs8APAFVdcgc6dO6OiogJXXXWVrPADouKj5Wd97tw5fPXVV2jVqhWmTp0qK/zsnSlTpiAxMdE0f+jt27fj66+/RmJiIsaPH+9x/9ChQ1i1ahUGDBhgeCFoeno6Ro4cieeeew5LlizBkiVL8NRTT6GgoABHjx7F3/72N1mJ9saWLVtQU1ODDh06aFrY6+rqAIjbSGrBrtfW1srX2N967wCQt8Fkz/Lv673H3nE4HLrfDYT33nsPQ4cOxdChQzF8+HBMmDAB//73v9GrVy/dnYnMgLm0GSnXXbt24cSJE2jTpg3GjBmjuDdkyBAUFBRovpefn6+5y1GfPn3w61//GqdPn8axY8fk63l5eejZsyeOHDmC4uJixTvfffcd6uvrcfPNN8vuRA6HA06nE23btvXI14SEBHTv3t1n2giCCC1k6ScIIuwkJiZ67AcPiIsoDx8+jN69e2veA0TfY8auXbvQ2NiIq666SlNhzMrKQrt27XDs2DHU19d7VUZDzYkTJ/D8889DEARMmDDBw0Ld1NSEf/7zn8jIyMC9995r+LtdunTxUNJ79eqFHj16YMaMGdizZw8+//xz/Pa3v/X6Hebao2XljxfUW86y7TJ37NiBRYsW4U9/+pM84IgW9uzZA0BcH6G1luWGG27AgQMHNN91Op34/vvvUVxcjAsXLsgLz5n71alTp+Q1KgBw2223YefOnfjqq68UPv/MtYcN1AFxfUKrVq1w+PBhvPPOOxg8eLBlBlUEEa+Q0k8QRNhp0aKFpkLCFCwt9xC2ewy/Aw5zLVm9erWsaOhRXV3tVelnW2aq+c1vfuO3FbK8vBxPPPEEqqurMWLECM0FmKtWrcLhw4cxZcoUxYxHoCQkJODOO+/Enj178MMPP3hV+i9cuIAffvgBdrsdN910k+YzrCzq6+s177Pr/K4+7G+9dwD3DAJ7ln+/vr5ecz969k6o96rX2rLT6XTitddew9dff43k5GQUFRWFNMxAuHDhAgBorglRwwbFOTk5mvdbt26tef3o0aN48sknvW4Vy8/KAGL+ZWVlYf369bjvvvuQlpaGQ4cO4eeff0a3bt08Zg7+9Kc/Yc6cOfjoo4/w0UcfoXXr1ujRoweuv/569O3b12faCIIILaT0EwQRdux2756Evu4z2MLVzp07KyyQWvjaOrSurk5zP/CePXv6pfRXVVXhb3/7G0pLS3HrrbfqWvG3bt0Km82Gb775xiPcyspKAMDs2bORlJSEu+66C1dddZXPsJkvP3tfjw0bNqCxsRFXXHGFro84Uxr1Fo+y67wSyd4pLy/XfKeurg41NTVo1qyZrMCnp6cjIyMDNTU1+OWXX9ChQwfdsPQU2VCSlJSE+++/H2vWrMF3332HiRMnGlK2w4XD4cCZM2cAhG9hsSAIeOaZZ1BaWorbbrsNt912G3Jzc5GWlgabzYaFCxfigw8+8FhEn5iYiFtvvRUffPAB1q9fj0GDBuGrr74CoLTyM3r16oXXX38dW7duxQ8//IBdu3Zh7dq1WLt2Lfr164fHHnssLOkjCEIbUvoJgogamMJ6+eWX44EHHgjqW7m5ufjkk0+C+kZtbS2eeOIJnDhxAtdddx0mT54sL3zUQhAE2R1DC+aGccsttxgKv7q6GoB3n3rAmGsPc3s5fPiw5v2ff/4ZABSDrby8PCQlJeH8+fMoLy/3mLHReof9v2fPHvz8888eSn9jYyOOHz+O5ORk5OXleU1XqEhPT8dFF12E8+fP4/Tp06Yq/Rs2bIAgCMjLyzN00B3bEpYtqlajZck/efIkTp48ia5du+Khhx7yuM8GHVoMHjwYH330Eb766ivceOONWL9+PdLT0/HrX/9a8/n09HTcdNNN8gzT/v378cwzz2DTpk3Yvn07WfwJIoLQQl6CIKKGK664Ana7HVu3bkVjY6OpcXE6nXjqqadQXFyMPn364NFHH/V6PsDTTz+NTz75RPOHWc8XLFiATz75RD67wBdsNx6thbmMM2fOYP/+/UhOTlYchKXmsssuQ0ZGBk6fPq2p+G/cuBEAcPXVV8vXUlJS5J2VtLaG1HoHgLxom93n2bZtGxoaGtCrV6+I7NEPiNZ15lKjPqU4kpw7dw5LliwBIJ5vYYTLL78cgFgXtLZw3bBhg8c1NljUmvWprq7Gjh07dMNr3bo1+vTpg+LiYixatAg1NTW48cYbDa+F6Natmzz45BcKEwQRfkjpJwgiamjZsiUGDhyI0tJSzJkzR9Ot5dSpU5rKZChpamrCnDlzsHPnTnTv3h2PPfaYX9tv+sPHH3/sYcUVBAFffPEFPv74Y9hsNq9bTa5btw6A6I/tzUc+KSlJ3opx/vz5sl89IJ66e/ToUfTo0UM+mIsxYsQIAMDSpUtx6tQp+fr+/fvx5ZdfIiMjAwMHDlS885vf/Abp6enYsmWLPHABRKV3wYIFAKA4zCucOJ1OvPnmmxAEAbm5ubj44osjEi6PIAjYvn07HnnkEVRUVOCKK65Q7HfvjZ49e+Liiy/G6dOnsXTpUsW9L774QnNrzLZt28Jut2Pnzp2KMmtoaMArr7yCqqoqr2Gy7XA//vhjANquPaWlpVizZo2iHrEw2IFuvrYjJQgitJB7D0EQUcXEiRNx9uxZbNq0CT/88AM6deqEnJwc1NfX4/jx4zh9+jSuueYazdNeQ8Vnn32GzZs3AxC3V3zttdc0n7v33nuDXrS7atUqvP322+jSpQtyc3PhdDpx9OhRnD17Fna7Hf/zP//joYjzsMOUjOzaM3r0aPz000/Yt28fHnjgAVx++eUoKyvDgQMH0Lx5c0ydOtXjnSuvvBLDhg3DqlWrMGXKFFx55ZVobGzEjh07IAgCpk6d6nGCa2ZmJqZMmYJnn30Ws2fPRs+ePZGZmYkdO3agpqYGI0aMMLylqT/897//lQ9PA9y791RUVCAlJQVTp0716p7lD3rrVPbt24cXXngBgOjKVFVVhZ9//lmeabj55psxadIkw6dK2+12/OlPf8L//u//YsmSJdi0aRM6dOiA06dP49ChQ7j99ts9trBt0aIFBg4ciNWrV+OPf/wjrrjiCqSkpGDPnj1wuVy45ZZb8M033+iGedVVV6FVq1b45Zdf0LVrV82Zpurqarz44ouYP38+unbtilatWqGurg779+/H+fPn0bVrV68zTwRBhB5S+gmCiCpSUlLwxBNP4LvvvsM333yDI0eO4ODBg7jooovQunVr3HzzzbjhhhvCGgfmHgFAVv61GDduXNBK/4gRI/Djjz/i+PHjOHHiBBobG5GdnY2bbroJQ4cOVWydqKa4uBglJSVo0aKF5raoapKTkzFr1ix5oeZ///tfZGZm4pZbbsH48eN1LbMTJ05Ep06d8Nlnn2HHjh1ITExEr169MGbMGFx22WWa7/Tv3x9PP/00li5digMHDqCxsRHt27dHYWGh4TUN/nLkyBH55GFAnN1o1aoVBg8ejDvuuMPQIWe+YLtN6bm7nD59GqdPnwYg5nezZs3Qvn172e1Fa+98XxQUFGDOnDl49913sWfPHpw5cwb5+fn429/+htTUVM1zKx588EFcfPHF+Oqrr7Bz506kp6fjyiuvxN133401a9Z4DS8hIeH/t3f3qokFYRiAv4WApA9a6gWktBPSWohNMIWdycltiVYpLCwtxc4qgo2NXay0kgOBVO4WS1IssgRy3ODs81zAMOXLzPcT19fXMZvNjr7yR/weuZtlWSyXy3h5eYn1eh2lUikqlUrc3d1Fs9k82e8YcNyPn3+25wPAGcmyLHa73Zcbs4swGAxiPB7H/f193N7efvd1TuLt7S16vV4cDocYDoeFj1Ztt9tRLpej3+8Xei7877z0A5CE97KZm5ubT408Ldp+v/9oaD62jC4Vk8kkXl9fo9VqFRb4F4vFRykacBpCPwBJeN9/UK1W/2non8/nMZ1OY7VaRZ7nUa/X/1p2dY7yPI/hcBj7/T6en5/j8vIyOp1OYedvNpujezOA4ijvAYAveHp6itFoFFdXV9FoNKLb7X56hOW52G638fj4GBcXF1Gr1eLh4eEkzdbA6Qj9AACQOHP6AQAgcUI/AAAkTugHAIDECf0AAJA4oR8AABIn9AMAQOKEfgAASJzQDwAAiRP6AQAgcb8AUDLR6p9BRmEAAAAASUVORK5CYII=","text/plain":["<Figure size 848.5x400 with 1 Axes>"]},"metadata":{"image/png":{"height":376,"width":765}},"output_type":"display_data"}],"source":["lc_stitched = lc.normalize()\n","lc_stitched.plot(color = 'gold', lw = 0, marker = '.')"]},{"cell_type":"code","execution_count":null,"metadata":{"cell_id":"e3a859c544ee4b1bba1a9f842469ec0f","deepnote_cell_type":"code","deepnote_to_be_reexecuted":false,"execution_millis":36453,"execution_start":1722660043077,"source_hash":null},"outputs":[{"data":{"text/plain":["<AxesSubplot: xlabel='Time - 2457000 [BTJD days]', ylabel='Normalized Flux'>"]},"execution_count":32,"metadata":{},"output_type":"execute_result"},{"data":{"image/png":"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","text/plain":["<Figure size 848.5x400 with 1 Axes>"]},"metadata":{"image/png":{"height":376,"width":775}},"output_type":"display_data"}],"source":["%matplotlib inline\n","bin_time = 15/24/120\n","lc_collection_binned = lc_stitched.bin(bin_time)\n","lc_collection_binned.plot(color = 'green', lw = 0, marker = '.')"]},{"cell_type":"code","execution_count":null,"metadata":{"cell_id":"abee4b52c7184750af963a0a9a30d483","deepnote_cell_type":"code","deepnote_to_be_reexecuted":false,"execution_millis":1478,"execution_start":1722659829167,"source_hash":null},"outputs":[{"data":{"text/plain":["<AxesSubplot: xlabel='Time - 2457000 [BTJD days]', ylabel='Normalized Flux'>"]},"execution_count":30,"metadata":{},"output_type":"execute_result"},{"data":{"image/png":"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","text/plain":["<Figure size 848.5x400 with 1 Axes>"]},"metadata":{"image/png":{"height":376,"width":785}},"output_type":"display_data"}],"source":["%matplotlib inline\n","bin_time = 15/input_1/2\n","lc_collection_binned = lc_stitched.bin(bin_time)\n","lc_collection_binned.plot(color = 'red', lw = 0, marker = '.')"]},{"cell_type":"markdown","metadata":{"cell_id":"e831e8bdc4aa495e9fb929be0795a465","deepnote_cell_type":"text-cell-h1","formattedRanges":[]},"source":["# Kepler-442b"]},{"cell_type":"code","execution_count":null,"metadata":{"cell_id":"b02b5c49ea2d4a999f5d0d59d307f9ca","deepnote_cell_type":"code","deepnote_to_be_reexecuted":false,"execution_millis":313,"execution_start":1722660440275,"source_hash":null},"outputs":[{"name":"stderr","output_type":"stream","text":["/root/venv/lib/python3.9/site-packages/lightkurve/search.py:424: LightkurveWarning: Warning: 25 files available to download. Only the first file has been downloaded. Please use `download_all()` or specify additional criteria (e.g. quarter, campaign, or sector) to limit your search.\n","  warnings.warn(\n"]},{"data":{"text/plain":["<AxesSubplot: xlabel='Time - 2454833 [BKJD days]', ylabel='Flux [$\\\\mathrm{e^{-}\\\\,s^{-1}}$]'>"]},"execution_count":42,"metadata":{},"output_type":"execute_result"},{"data":{"image/png":"iVBORw0KGgoAAAANSUhEUgAAAwEAAAF6CAYAAABBZVQ+AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjYuMCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy89olMNAAAACXBIWXMAAA9hAAAPYQGoP6dpAACeYklEQVR4nO3de1xUdf4/8BcoiFxEEFRECbwheQG1LDMzTc0SrWzTtbRfmmy7rV8t27ZW28rS2rKLftN29ZuXNTTFFHOtMA1NFknMFPCKF1QUhOF+FQaY3x90jmfOnDNzZhhggNfz8ehhzJz7nDnzeX8+78/n42QwGAwgIiIiIqI2w7m5D4CIiIiIiJoWgwAiIiIiojaGQQARERERURvDIICIiIiIqI1hEEBERERE1MYwCCAiIiIiamMYBBARERERtTEMAoiIiIiI2hgGAUREREREbQyDACIiIiKiNqZ9cx+ArSorK7Fr1y6kp6cjPT0dZWVlWLhwIcaPH292ve3btyM6OhpBQUFYs2ZNo28TAPR6PbZs2YKDBw+irKwMwcHBmDVrFoYOHaq4vbq6OhQUFKBjx45wcnKycCWIiIiIiOoZDAZUVlbC19cXzs7q9f0tNggoKSnBtm3b4O/vj5CQEKSlpVlcJy8vDzt27ICbm1uTbRMAVq5cicTEREydOhU9evTAjz/+iKVLl2L58uUYOHCgyfIFBQWYM2eOxX0TERERESnZuHEj/Pz8VN9vsUGAr68vNm/eDB8fH1y4cAGLFi2yuM6GDRsQGhqKuro6lJSUNMk209PTcfjwYcyZMwfTpk0DAIwbNw7z58/Hpk2bsGLFCpN1OnbsCKD+w3N3d7d4DEREREREAFBRUYE5c+aI5Uk1LTYIcHFxgY+Pj+blT506hcTERKxatQpr165tsm0mJibC2dkZkyZNEl9zdXXFhAkTsHnzZuh0Ovj7+xutI6QAubu7MwggIiIiIqtZSilvsUGANWpra7F27VpMnDgRwcHBTbrNy5cvIzAw0KQw379/fwBARkaGSRAgqKio0HQsLi4ucHFx0XbgRERERNTmtYkgIC4uDjqdDsuWLWvybRYUFCi2Lgiv5efnq66rtV/AzJkz8fTTT2taloiIiIio1QcBJSUl2LJlC2bMmAFvb+8m32Z1dbViLb2rq6v4vhqtfQLYCkBERERE1mj1QUB0dDQ8PT0RGRnZLNt0dXWFXq83eV0o/AvBgBItfQIqKiqQm5uLuro6i8dCZI6zszO8vLzg6elpdkgxIiIiavladRCQlZWFffv2Yd68eSgoKBBf1+v1qK2tRU5ODtzd3eHl5dVo2/T19VVM+SksLAQAdOnSxaZzq6urw44dO/Dzzz/btD6RGk9PTzz66KO45557GAwQERG1Uq06CMjPz0ddXR3WrVuHdevWmbw/b948TJ06FVFRUY22zZCQEKSmpqKiosKoVv/8+fPi+7YQAoApU6agd+/eaNeunU3bIRLU1dWhtLQUJ0+eRExMDK5du4YZM2Y092ERERFRI2jVQUBQUBAWL15s8np0dDQqKysRFRWFgICARt3mqFGjEBsbi7i4OHGeAL1ejwMHDiA0NFR1ZCBzKioqxABg3LhxVq9PZM6gQYPQvXt3xMXFYcqUKRymloiIqBVq0UHA3r17UV5eLqbbJCcni/8fGRkJb29vjBw50mS9PXv2AIDie/beZmhoKEaNGoXNmzejuLgYAQEBiI+PR25uLhYsWGDTeQupRL1797ZpfSJL+vXrh2+//RaFhYUMAoiIiFqhFh0ExMbGIjc3V/w7KSkJSUlJAIAHH3wQHh4eDrHNRYsWITo6GgcPHkRZWRmCg4Px5ptvYtCgQVZvC4DYCZgpQNRYhL4A7HBORETUOrXoIGD9+vU2rff+++836TZdXV0xd+5czJ0716ZtExERERHZU4sOAlq7RYsWmYzOMnnyZAwZMqSZjoiIiIiIzElJuYaEhAsYPbofwsODmvtwVDEIcGCffPKJYj52ZmZmMxxN49i6dStiY2OxY8cOo9fXr1+Pb775BvPnz8fEiRNVlysuLsbXX3+N5ORk6HQ6tG/fHr1798a4cePw0EMPaUqZqqysxJ/+9Cfk5+fjk08+Qb9+/cT3EhISkJCQgPT0dOTn52POnDliB2/BzZs3sXbtWmRkZKCkpAReXl4ICwvD7NmzERgYaLTs0aNHERMTg8zMTLi5ueHOO+/Ec889h+7duxst98MPP2Dnzp3Q6XQIDAzE7NmzMWLECKNlysvLsX79eiQlJaG2thZDhw7FCy+8AF9fX5Nt/ec//0F2dja8vLwwbNgwzJ49G507d7Z4bYiIiMg6CQkXEB9/FgAYBBBZY9OmTfjmm2/w4osvYuLEiarLZWVlYcmSJairq8Njjz2Gvn37Qq/XIzU1FV988QU6deqEe++91+L+tm/fjtraWsX3EhMTkZOTg7vvvhtxcXGKy1RWVsLHxwejR4+Gv78/CgoK8PXXX2Px4sX43//9X3FW6bS0NLz33nsYO3YsZs+ejdLSUmzZsgVvvvkmPvvsM3To0AEAcPjwYaxevRrTp0/HkCFDkJCQgPfeew//+Mc/MGDAAHG/H374Ia5du4YXX3wRrq6u+PLLL/H222/j008/FYOf+Ph4fPbZZ5g2bRqGDRsGnU6HzZs3IzMzEx9++KHFa0NERETWGT26n9G/jopBADmUL7/8Ejt37sSf/vQnTJo0yeyyH3/8MWpra/Hpp58aTbo2fPhwTJ48GRUVFRb3l5mZiW+//RZz587F559/bvL+X//6VzElSy0ICAkJMRnpqV+/fnjhhRdw4sQJPPjggwDqC/f+/v5YuHAhnJycAADe3t5YsmQJLl68iIEDBwKobx0ZPXo0Zs2aBQAYMmQIrly5gm3btuHtt98GAJw7dw6//vorli5dimHDhgEAAgMD8eKLL+LIkSMYPXo0AOCnn37CoEGDMGfOHKPjW7VqFXQ6nU1D1BIREZG68PAgh24BEHA6UHIYW7duRUxMDF544QU8+uijZpc9ffo00tPT8dRTTynOuty1a1cEBwdb3Oe6deswadIk9OzZU/F9W2fMFWaMrqmpEV+rra1Fx44dxQAAgJjuZTAYANSnFt24cQP333+/0fZGjx6NlJQU6PV6AMAvv/wCDw8PDB06VFymZ8+eCAkJwS+//CK+VlNTYzKilXyfRERE1PYwCCCHsH37dnz11VeYN28eIiMjLS5/6tQpAPW1/rZKTEzElStXMHPmTJu3IVVXV4eamhrk5OTgX//6F/z8/IzmjXjooYfElofy8nLcvHkTX375JXr37o2wsDAAwPXr1wHAJCjp1asXampqcPPmTXG5nj17GgUUwnI3btwQ/54wYQKOHz+OxMREVFRU4OrVq4iJicGIESPQtWtXu5w3ERERtTxMB2rltPZQt6Ynu717vd+6dQvR0dGYOHEiHnvsMU3rCBO42ZrOcuvWLXzxxRd49tln7TYZ1qeffopDhw4BAAICArBs2TKjWviBAwdi8eLF+Oijj/Cvf/0LQP2Eb2+//baYw19WVgYA8PT0NNq28Lfwfnl5ueKcFZ6enigtLRX/fvDBB1FVVYWPPvpIbJWIiIjAq6++ao9TJiIiohaKLQGtnNBDPSHhgl2Ws3ZZLVxdXTFw4ED89NNPOHPmjF22aUlMTAw6d+6M8ePH222bzzzzDD7++GO8/vrr8PHxwRtvvGE08dzZs2fxySef4OGHH8by5cvx+uuvo66uDu+88w6qqqrsdhxSR44cwfr16zFjxgy89957ePnll5GVlYUPPviA6UBERERtGIOAVm706H4YNy7MYg91rctZu6wWzs7O+Pvf/47AwEC88847uHLlisV1hH4AOp3O6v3l5uYiNjYWzzzzDMrLy1FWVobKykoA9S0Ewv9bq3v37ujfvz9GjRqFpUuXoq6uDrt27RLfX7duHYYMGYLnn38eQ4YMwahRo/DWW2/h0qVLOHjwIIDbNf7l5eVG25a3EHh4eJgsIywn9EcwGAz4/PPP8fDDD+P3v/89Bg8ejHHjxuGVV17BL7/8ghMnTth0nkRERNTyMR2oldPaQ92anuyN0evdw8MDS5cuxV//+le89dZb+OCDD0zGzpcaNGgQAODEiRPo0aOHVfvKyclBTU0Nli5davLe4sWLERoaio8++si6E5Bxc3NDr169kJ2dLb527do13HPPPUbL+fn5oVOnTmKuv9AXQMj5F1y/fh3t27cXr0nPnj2RkpICg8Fg1C/g+vXruOOOOwDUz6FQXFyMkJAQo3327t0bAMR9EhERUdvDIMCBtbUZgzt37ox3330Xf/3rX/Hmm2/igw8+gI+Pj+KyAwcORP/+/RETE4ORI0eaTJCl0+lQXl6uOEJQSEgI3nvvPaPXLl++jC+++AIvvvii0WRhtqqoqMCVK1dw3333ia917doVly5dMlouNzcXJSUlYifd7t27IzAwEImJiUZzHCQkJCA8PBwuLi4AgLvuugvbt29HSkoKIiIiAAA3btzA5cuX8eSTTwKoH360Q4cOuHTpEsaNGyduSzgGdgwmIiJquxgEOLC2MGOwXLdu3fDOO+/g9ddfx1tvvYX3339fsQMsALzyyitYvHgxXn75ZTz++OPiZGGnTp3Ct99+i5dfflkxCPD09MTgwYMVt9m3b1/07dtX/PvatWtG1/vq1atITExEhw4dcNdddwGoH9q0vLwcd955Jzp16oTc3Fz85z//gV6vN+ro/Mgjj+D//u//sG7dOowYMQKlpaXYvn07vL29jYYEnTlzJj7++GN0795dnCwsPT0d//jHP8RlBgwYgGHDhmHVqlV4/vnnxcnCgoODxcDDyckJDz/8ML777ju4u7tj0KBB0Ol02Lp1K4KCghAeHq7hEyEiIqLWiEEAOZw77rgDb731Ft544w288847eOeddxSX69GjB1auXImdO3fi+++/h06ng4uLC3r37o2oqCjcfffdDT6W//73v/jqq6/Ev+Pj4xEfH4+uXbti/fr1AIA+ffpg9+7dOHjwIG7duoUuXbpg4MCBeP31141SmqZMmQIXFxd899132L9/Pzp27IgBAwbgtddeQ6dOncTlxowZg6qqKnz99df4+uuv0bNnTyxevNhotmCgfiKz9evXY/Xq1airq0NERAReeOEFcaQhAHjuuefg7e2NgwcPYteuXejUqROGDBmC2bNni60KRERE1PY4GThEiMOpqKjAjBkzsH37dtWWgE8++QSLFi1Cr169muEIqbXjPUZERNQyWSpHCjg6EBERERFRG8MggIiIiIiojWEQQERERETUxjAIICIiIiJqYxgEtEDC3AG1tbXNfCTUWtXV1QGAyTwVRERE1DpwiFAHpjZZ2NixYwHUT3ClNA4+UUNduHAB7dq1U52sjYiIiFo2BgEOTG2yMAC499578Z///AcA0Lt3b6Ox4YlsUVdXh5KSEpw8eRK//vor7r33XrNDixEREVHLxSCghXrqqacAQAwEiOzF09MTM2bMwIgRI5r7UIiIiKiRMAhooZydnTFjxgxMmTIFhYWFYg43ka2cnZ3RqVMneHh4sC8AERFRK8cgoIVzd3dnygYRERERWaXFBgGVlZXYtWsX0tPTkZ6ejrKyMixcuBDjx483u9727dsRHR2NoKAgrFmzxqZtpqenIz4+HqmpqcjNzYWXlxdCQ0Mxe/ZsBAYGmuxTr9djy5YtOHjwIMrKyhAcHIxZs2Zh6NChDb8QRERERERWarFt/iUlJdi2bRsyMzMREhKiaZ28vDzs2LEDbm5uDdrmzp07ceTIEYSHhyMqKgqTJk3C6dOn8dJLL+Hq1asmy69cuRK7d+/GmDFjEBUVBWdnZyxduhSnT5/WdrJERERERHbUYlsCfH19sXnzZvj4+ODChQtYtGiRxXU2bNiA0NBQcRQUW7f5+OOP4y9/+QtcXFzE10aPHo358+fj66+/xiuvvCK+np6ejsOHD2POnDmYNm0aAGDcuHGYP38+Nm3ahBUrVlh76kREREREDdJiWwJcXFysGsP81KlTSExMRFRUVIO3GRYWZhQAAECPHj0QFBSEzMxMo9cTExPh7OyMSZMmia+5urpiwoQJOHfuHHQ6neZzICIiIiKyhxbbEmCN2tparF27FhMnTmy0ybUMBgOKiooQFBRk9Prly5cRGBho0nm3f//+AICMjAz4+/srbrOiokLTvl1cXEyCEiIiIiIiNW0iCIiLi4NOp8OyZcsabR+HDh1Cfn4+nnnmGaPXCwoKFFsXhNfy8/NVtzlnzhxN+545cyaefvppK46WiIiIiNqyVh8ElJSUYMuWLZgxYwa8vb0bZR+ZmZn417/+hQEDBmDcuHFG71VXVyvW0ru6uorvq9m4caOm4T/ZCkBERERE1mj1QUB0dDQ8PT0RGRnZKNsvLCzEO++8A3d3d7z++uto166d0fuurq7Q6/Um6wmFfyEYUMI5AIiIiIioMbTqICArKwv79u3DvHnzUFBQIL6u1+tRW1uLnJwcuLu7w8vLy6btl5eX4+2330Z5eTn+8Y9/oEuXLibL+Pr6Kqb8FBYWAoDiOkREREREjalVBwH5+fmoq6vDunXrsG7dOpP3582bh6lTp5odMUhNdXU13n33Xdy4cQPLli0z6RAsCAkJQWpqKioqKoxq9c+fPy++T0RERETUlFp1EBAUFITFixebvB4dHY3KykpERUUhICDA6u3W1tbiww8/xLlz5/DGG29gwIABqsuOGjUKsbGxiIuLE+cJ0Ov1OHDgAEJDQ1VHBiIiIiIiaiwtOgjYu3cvysvLxXSb5ORk8f8jIyPh7e2NkSNHmqy3Z88eAFB8z9I2PTw8sGHDBhw9ehQjRoxAaWkpDh48aLSNsWPHiv8fGhqKUaNGYfPmzSguLkZAQADi4+ORm5uLBQsW2OEqEBERERFZp0UHAbGxscjNzRX/TkpKQlJSEgDgwQcfhIeHR6Ns8/LlywDqA4Tk5GSTbUiDAABYtGgRoqOjcfDgQZSVlSE4OBhvvvkmBg0aZPXxERERERE1lJPBYDA090GQsYqKCsyYMQPbt2/n6EBEREREpJnWcmSLbglo7RYtWgRnZ2ej1yZPnozJkyc30xERERERUWvAIMCBffLJJ2wJICIiIiK7c7a8CBERERERtSYMAoiIiIiI2hgGAUREREREbQyDACIiIiKiNoZBABERERFRG8MggIiIiIiojWEQQERERETUxnCeAAfGycKIiIiIqDEwCHBgnCyMiIiIiBoD04GIiIiIiNoYBgFERERERG0MgwAiIiIiojaGQQARERERURvDIICIiIiIqI1hEEBERERE1MYwCCAiIiIiamMYBBARERERtTGcLMyBccZgIiIiImoMDAIcGGcMJiIiIqLGwHQgIiIiIqI2hkEAEREREVEb02LTgSorK7Fr1y6kp6cjPT0dZWVlWLhwIcaPH292ve3btyM6OhpBQUFYs2aNzdvU6/XYsmULDh48iLKyMgQHB2PWrFkYOnRog5YlIiIiImpsLbYloKSkBNu2bUNmZiZCQkI0rZOXl4cdO3bAzc2twdtcuXIldu/ejTFjxiAqKgrOzs5YunQpTp8+3aBliYiIiIgaW4sNAnx9fbF582Zs2LABc+bM0bTOhg0bEBoair59+zZom+np6Th8+DCeffZZzJ07F5MmTcLy5cvRtWtXbNq0yeZliYiIiIiaQosNAlxcXODj46N5+VOnTiExMRFRUVEN3mZiYiKcnZ0xadIk8TVXV1dMmDAB586dg06ns2lZIiIiIqKm0GL7BFijtrYWa9euxcSJExEcHNzg7V2+fBmBgYEmw3f2798fAJCRkQF/f3+rl5WrqKjQdDwuLi5wcXGx6hyIiIiIqO1qE0FAXFwcdDodli1bZpftFRQUKLYYCK/l5+fbtKyc1jSnmTNn4umnn9a0LBERERFRqw8CSkpKsGXLFsyYMQPe3t522WZ1dbVizburq6v4vi3Lym3cuFHTZGFsBSAiIiIia7T6ICA6Ohqenp6IjIy02zZdXV2h1+tNXhcK9EIB39pl5dzd3TljMBERERHZXasOArKysrBv3z7MmzcPBQUF4ut6vR61tbXIycmBu7s7vLy8rNqur6+vYhpPYWEhAKBLly42LUtERERE1BRadRCQn5+Puro6rFu3DuvWrTN5f968eZg6darZEYOUhISEIDU1FRUVFUY19efPnxfft2VZIiIiIqKm0KqDgKCgICxevNjk9ejoaFRWViIqKgoBAQFWb3fUqFGIjY1FXFwcpk2bBqC+deHAgQMIDQ01Gu3HmmWJiIiIiJpCiw4C9u7di/LycjHdJjk5Wfz/yMhIeHt7Y+TIkSbr7dmzBwAU37O0TQ8PD4SGhmLUqFHYvHkziouLERAQgPj4eOTm5mLBggVG27NmWSIiIiKiptCig4DY2Fjk5uaKfyclJSEpKQkA8OCDD8LDw6PRtrlo0SJER0fj4MGDKCsrQ3BwMN58800MGjTIZJvWLEtERERE1NicDAaDobkPgoxVVFRgxowZ2L59O0cHIiIiIiLNtJYjnZvwmIiIiIiIyAG06HSg1m7RokVwdjaO0yZPnozJkyc30xERERERUWvAIMCBffLJJ0wHIiIiIiK7YzoQEREREVEbY3NLQHx8vN0OYty4cXbbFhERERERmWdzELBy5Uo4OTnZ5SAYBBARERERNZ0G9QkIDg7Gvffea/P6P//8M65cudKQQyAiIiIiIis1KAjo3bs3Zs6cafP6OTk5DAKIiIiIiJqYzR2D3d3d0aFDhwbt3NXVFR07dmzQNoiIiIiIyDo2twRs27atwTt/8cUX8eKLLzZ4O0REREREpB3nCXBgnCyMiIiIiBoDgwAHxsnCiIiIiKgxcLIwIiIiIqI2xu5BwPHjxzFv3jx7b5aIiIiIiOzE7kHArVu3oNPp7L1ZIiIiIiKyE819AqKjozUtd/36dZsPhoiIiIiIGp/mICAmJgYeHh4WO6pWV1c3+KCIiIiIiKjxaA4CunfvjoEDB2LhwoVml0tMTMSHH37Y4AMjIiIiIqLGoblPwIABA3D27FlNyxoMBpsPiIiIiIiIGpfmloCpU6fizJkzFpcbNGgQli9f3qCDonqcLIyIiIiIGoPmIKBv377o27evxeW8vb0xePDgBh0U1eNkYURERETUGDhZGBERERFRG9PgIECn02HJkiX2OBYiIiIiImoCDQ4CqqqqcOrUKXscCxERERERNQHNfQIcTWVlJXbt2oX09HSkp6ejrKwMCxcuxPjx482ut337dkRHRyMoKAhr1qwxeV+v12PLli04ePAgysrKEBwcjFmzZmHo0KFGy2VlZSE6OhpnzpxBaWkp/P39MWbMGDzxxBNwc3OzaZtERERERE2hxfYJKCkpwbZt25CZmYmQkBBN6+Tl5WHHjh0mhXSplStXYvfu3RgzZgyioqLg7OyMpUuX4vTp0+IyOp0OixYtwvnz5zF58mRERUVhwIAB2Lp1Kz766CObtklERERE1FRabEuAr68vNm/eDB8fH1y4cAGLFi2yuM6GDRsQGhqKuro6lJSUmLyfnp6Ow4cPY86cOZg2bRoAYNy4cZg/fz42bdqEFStWAAAOHjyI8vJyfPDBB7jjjjsAAJMmTYLBYEB8fDzKysrg6elp1TaJiIiIiJpKi20JcHFxgY+Pj+blT506hcTERERFRakuk5iYCGdnZ0yaNEl8zdXVFRMmTMC5c+eg0+kAABUVFQCAzp07G63v4+MDZ2dntG/f3uptEhERERE1lRYbBFijtrYWa9euxcSJExEcHKy63OXLlxEYGGgyNn///v0BABkZGQAgzoPw2Wef4fLly9DpdEhISMD333+PyMhIo3QjrdtUUlFRoek/vV6v/WIQERERUZvXYtOBrBEXFwedTodly5aZXa6goECxdUF4LT8/HwAwfPhwzJo1CzExMTh69Ki43PTp0zF79mybtqlkzpw5Zo9XMHPmTDz99NOaliUiIiIisksQYDAY7LGZRlFSUoItW7ZgxowZ8Pb2NrtsdXU1XFxcTF53dXUV3xd07doVgwYNwn333QcvLy/88ssv2LFjB3x8fBAZGWnTNuU2btyoacZgpe0TEREREalpcBDg4+ODP/3pT/Y4lkYRHR0NT09Po4K5GldXV8XUGqGgLhTcDx8+jNWrV2Pt2rXw8/MDANx3332oq6vDpk2b8MADD6BTp05WbVOJu7u7piCAiIiIiMgaDe4T4OHhgUceecQex2J3WVlZ2LdvH6ZMmYKCggLk5OQgJycHer0etbW1yMnJQWlpqbi8r68vCgsLTbYjvNalSxcAwHfffYc+ffqIAYDgnnvuQVVVFS5fvmz1NomIiIiImkqr7hOQn5+Puro6rFu3DuvWrTN5f968eZg6dao4YlBISAhSU1NRUVFhVAN//vx58X0AKCoqEocAlaqpqQFQ3xFZoHWbRERERERNxW5BQGFhIW7cuIHAwECjjrDZ2dn48ssvcfXqVfj7++P3v/89BgwYYK/dmhUUFITFixebvB4dHY3KykpERUUhICBAfH3UqFGIjY1FXFycOKa/Xq/HgQMHEBoaCn9/fwBAjx49cOLECfF8BYcPH4azs7PRCERat0lERERE1FTsFgR8/fXX2Lt3Lz7//HMxCKioqMBrr72G4uJiGAwGZGZm4tSpU/jf//1f9OjRo8H73Lt3L8rLy8URdpKTk8X/j4yMhLe3N0aOHGmy3p49ewDA5L3Q0FCMGjUKmzdvRnFxMQICAhAfH4/c3FwsWLBAXG7atGk4fvw4Xn/9dUyePBleXl44duwYjh8/jokTJxql+GjdJhERERFRU7FbEHDq1Cn06tXLqGb8wIEDKCoqwpgxYzBz5kwcO3YM69evR2xsLP785z83eJ+xsbHIzc0V/05KSkJSUhIA4MEHH4SHh4fV21y0aBGio6Nx8OBBlJWVITg4GG+++SYGDRokLjNo0CCsWLECW7duxXfffYfS0lJ069YNs2fPxpNPPmnTNomIiIiImoqTwU7je86aNQsDBgzAG2+8Ib725ptvIi0tDZs2bRKH51y4cCGqq6vxz3/+0x67bZUqKiowY8YMbN++naMDEREREZFmWsuRdmsJqKysRIcOHcS/a2trce7cOfTp08dofP6ePXvi2LFj9tptq7Zo0SI4OxsP4DR58mRMnjy5mY6IiIiIiFoDuwUBvr6+uH79uvj3mTNncOvWLQwePNhoudraWrRv36oHJbKbTz75hC0BRERERGR3DZ4nQDBgwABcuXIF33zzDa5cuYLo6Gg4OTlhxIgRRstlZmZybHwiIiIiomZktyr53/3udzhy5Ag2bNgAADAYDBg8eDDCwsLEZXJycpCZmYkJEybYa7dERERERGQluwUBd9xxBz744AP85z//QUlJCfr06SOOiy/49ddfERISgnvvvddeuyUiIiIiIivZNTm/b9++ePnll1Xff+SRR/DII4/Yc5dERERERGQlu/UJICIiIiKiloFBABERERFRG8MggIiIiIiojWEQQERERETUxnDWLgfGGYOJiIiIqDE0OAjQ6XRYuXIlli9fbo/jIQnOGExEREREjaHB6UBVVVU4deqUPY6FiIiIiIiaAPsEEBERERG1MQwCiIiIiIjaGAYBRERERERtDIMAIiIiIqI2hkEAEREREVEbwyCAiIiIiKiNsctkYQaDwR6bIRlOFkZEREREjaHBQYCPjw/+9Kc/2eNYSIaThRERERFRY2hwOpCHhwceeeQRexwLERERERE1AfYJICIiIiJqY+zSJ0CqpKQEhw4dQnp6OkpKShAeHo4nn3wSAHD16lXcvHkT4eHhcHNza9B+KisrsWvXLqSnpyM9PR1lZWVYuHAhxo8fb3a97du3Izo6GkFBQVizZo3J+3q9Hlu2bMHBgwdRVlaG4OBgzJo1C0OHDjVZ9uLFi/jqq69w5swZVFdXo3v37nj44YcxdepUm7dJRERERNTY7NoS8N///hdRUVFYv349Dh8+jJSUFFy/fl18Pz8/H++99x6SkpIavK+SkhJs27YNmZmZCAkJ0bROXl4eduzYYTYAWblyJXbv3o0xY8YgKioKzs7OWLp0KU6fPm203K+//opXX30VxcXFmDFjBv7whz/g7rvvRn5+vs3bJCIiIiJqCnZrCTh37hw++ugjuLu7Y+7cubjzzjvxyiuvGC0THh4Od3d3JCUlYezYsQ3an6+vLzZv3gwfHx9cuHABixYtsrjOhg0bEBoairq6OpSUlJi8n56ejsOHD2POnDmYNm0aAGDcuHGYP38+Nm3ahBUrVgAAKioq8Omnn+Luu+/G66+/bjKCjy3bJCIiIiJqKnZrCYiJiYGTkxPeeecdPPbYY+jXr5/JMu3atUOfPn1w9erVBu/PxcUFPj4+mpc/deoUEhMTERUVpbpMYmIinJ2dMWnSJPE1V1dXTJgwAefOnYNOpwMA/PTTTygqKsLs2bPh7OyMW7duoa6urkHbJCIiIiJqKnZtCRgwYAD69u1rdjkfHx+kp6fba7ea1NbWYu3atZg4cSKCg4NVl7t8+TICAwNNhuXs378/ACAjIwP+/v44efIk3N3dkZ+fj+XLl+PGjRtwc3PD2LFjMW/ePLi6ulq9TSUVFRWazs/FxQUuLi6aliUiIiIislsQUFVVBW9vb4vLlZWV2WuXmsXFxUGn02HZsmVmlysoKFBsXRBeE/L9s7KyUFtbi2XLlmHChAl49tlnkZaWhr1796K8vByvvvqq1dtUMmfOHMsnB2DmzJl4+umnNS1LRERERGS3IKBLly64du2a2WUMBgOuXr2Kbt262Wu3FpWUlGDLli2YMWOGxSClurpasUZdqNmvrq4GANy6dQtVVVV45JFH8MILLwAA7rvvPtTU1CAuLg7PPPMMevToYdU2lWzcuFHTZGFsBSAiIiIia9itT8CwYcNw48YNHD58WHWZH374AXl5ebjrrrvstVuLoqOj4enpicjISIvLurq6Qq/Xm7wuFNSFgrvw7wMPPGC03JgxYwDUp0ZZu00l7u7umv5jEEBERERE1rBbS8Dvfvc7/PTTT/j0009x+fJl3HvvvQDqa80vXbqEpKQk7Nq1C97e3njsscfstVuzsrKysG/fPsybNw8FBQXi63q9HrW1tcjJyYG7uzu8vLwA1I84pJSeU1hYCKC+tUNY7tq1a+jcubPRckJLgzTlSes2iYiIiIiait2CAD8/P7z11lt4//33sWvXLsTGxsLJyQlHjhzBkSNHYDAY4O3tjTfeeMOk8NxY8vPzUVdXh3Xr1mHdunUm78+bNw9Tp04VRwwKCQlBamoqKioqjNJwzp8/L74PAH379sXJkyeRn5+Pnj17issJgUanTp3E17Ruk4iIiIioqdh1xuABAwbgn//8J/bv34+TJ08iJycHBoMBfn5+iIiIwKRJk+Dh4WHPXZoVFBSExYsXm7weHR2NyspKREVFISAgQHx91KhRiI2NRVxcnDimv16vx4EDBxAaGiqO4nP//ffj66+/xv79+xEeHi6u/8MPP6Bdu3YYPHiw1dskIiIiImoqdg0CgPo89scee6xJUn6E0XiEdJvk5GTx/yMjI+Ht7Y2RI0earLdnzx4AMHkvNDQUo0aNwubNm1FcXIyAgADEx8cjNzcXCxYsEJfr06cPJkyYgP3796O2thaDBg1CWloaEhMT8dRTTxml+GjdJhERERFRU7F7ENCUYmNjkZubK/6dlJSEpKQkAMCDDz5oU6vDokWLEB0djYMHD6KsrAzBwcF48803MWjQIKPlXnzxRfj7++PAgQP4+eef4e/vj3nz5ikGP1q3SURERETUFJwMBoPBlhVLS0vh4uICNzc3m3d+69Yt6PV6sWMu1auoqMCMGTOwfft2TUOEEhEREREB2suRNg8ROmvWLMXOttb417/+hVmzZjVoG0REREREZB2b04EMBgNsbEQgjRYtWgRnZ+M4bfLkyZg8eXIzHRERERERtQYN6hNw5swZrFq1qkHrk7pPPvmE6UBEREREZHcNCgKys7ORnZ3doANwcnJq0PpERERERGQdm4OA5cuX2/M4iIiIiIioidgcBEgnxCIiIiIiopbD5tGBiIiIiIioZWIQQERERDZLSbmG1at/RErKteY+FCKyQoueMZiIiIiaV0LCBcTHnwUAhIcHNfPREJFWDAKIiIjIZqNH9zP6l4haBgYBDoyThRERkaMLDw9iCwBRC8QgwIFxsjAiIiIiagzsGExERERE1MbYLQiwZubgn3/+2V67JSIiIiIiK9ktCFi4cCEOHDhgdpmqqip89tlneP/99+21WyIiIiIispLdggCDwSAW8EtLS03eT09Px8KFC7F//34EBATYa7dERERERGQluwUBK1euRO/evZGUlIQFCxbg5MmTAOqDg+3bt+O1115DVlYWJk6ciJUrV9prt0REREREZCW7jQ4UGBiIjz76CFu2bMHOnTvx1ltv4ZFHHsHly5dx7tw5eHt743/+538wYsQIe+2SiIiIiIhsYNchQtu1a4dnn30Ww4cPx7vvvovvv/8eABAREYFFixahc+fO9twdERERtUApKdeQkHABo0f34xwDRM3E7kOElpeX47vvvkNFRQUMBgMMBgOuXr2KjIwMe++KiIiIWqCEhAuIjz+LhIQLzX0oRG2WXVsC0tLS8OmnnyIvLw8hISF4+eWXcfjwYezatQtvv/02IiMj8dxzz8HFxcWeu221OGMwERG1RqNH9zP6l4iant2CgE2bNmH37t0wGAyYNm0aZs2ahfbt2yM4OBjDhw/HJ598gr179yI1NRWvvPIKgoOD7bXrVoszBhMRUWsUHh7ENCCiZma3dKBdu3bBx8cHy5Ytw3PPPYf27W/HFwMHDsRnn32GMWPG4OrVq3jllVfstVsiIiIiIrKS3VoC7r//frz44ovw9PRUfN/d3R2LFi3CiBEj8Pnnn9trt0REREREZCW7BQF//etfNS13//33IywsrMH7q6ysxK5du5Ceno709HSUlZVh4cKFGD9+vNn1tm/fjujoaAQFBWHNmjUm7+v1emzZsgUHDx5EWVkZgoODMWvWLAwdOrRJt0lERERE1FjsPjqQFl26dGnwNkpKSrBt2zZkZmYiJCRE0zp5eXnYsWMH3NzcVJdZuXIldu/ejTFjxiAqKgrOzs5YunQpTp8+3WTbJCIiIiJqTM0SBNiDr68vNm/ejA0bNmDOnDma1tmwYQNCQ0PRt29fxffT09Nx+PBhPPvss5g7dy4mTZqE5cuXo2vXrti0aVOTbZOIiIiIqDHZLR3o1KlTVi0/aNCgBu3PxcUFPj4+mpc/deoUEhMTsWrVKqxdu1ZxmcTERDg7O2PSpEnia66urpgwYQI2b94MnU4Hf3//Rt0mERGRNTjxFhHZwm5BwOLFi+Hk5KR5+W+++cZeu7aotrYWa9euxcSJE80OTXr58mUEBgaaDMvZv39/AEBGRoZYYG+MbcpVVFRYOjUA9QER514gImqbhIm3ADhcEMAAhchx2S0IGDt2rGIQYDAYkJeXh0uXLqGiogL33HMPPDw87LVbTeLi4qDT6bBs2TKzyxUUFCi2Lgiv5efnN+o25bSmOc2cORNPP/20pmWJiKh1ceSJtxw5QCFq6+wWBLz88stm3y8rK8Nnn32Gq1ev4qOPPrLXbi0qKSnBli1bMGPGDHh7e5tdtrq6WrFG3dXVVXy/sbapZOPGjZomC2MrABFR2+XIE285coBC1NY1WcdgT09PvPzyy6ioqMC///3vptotoqOj4enpicjISIvLurq6Qq/Xm7wuFNSFgntjbFOJu7u7pv8YBBARkSMKDw/C/PkPOWyQQtSWNenoQG5ubujfvz+Sk5ObZH9ZWVnYt28fpkyZgoKCAuTk5CAnJwd6vR61tbXIyclBaWmpuLyvry8KCwtNtiO81qVLl0bZJhERERFRU7JbOpBWlZWVKCsra5J95efno66uDuvWrcO6detM3p83bx6mTp2KqKgoAEBISAhSU1NRUVFhlIZz/vx58f2bN2/afZtERERERE2pSYOA5ORknD59Gr169WqS/QUFBWHx4sUmr0dHR6OyshJRUVEICAgQXx81ahRiY2MRFxeHadOmAaif7ffAgQMIDQ2Fv78/XF1d7b5NIiIiIqKmZLcgYNWqVarvVVZWIisrC1evXoXBYMATTzxhl33u3bsX5eXl4gg7ycnJ4v9HRkbC29sbI0eONFlvz549AGDyXmhoKEaNGoXNmzejuLgYAQEBiI+PR25uLhYsWAAAjbJNank47B0RERG1ZHYLAn788UeLy/j7+2PmzJkYN26cXfYZGxuL3Nxc8e+kpCQkJSUBAB588EGbhiJdtGgRoqOjcfDgQZSVlSE4OBhvvvlmgyY3a4xtUvPisHdERETUkjkZDAaDPTaUlpam+p4wu2+3bt3ssatWr6KiAjNmzMD27ds1DRFKTY8tAUREJMffBnIEWsuRdmsJGDx4sL02Rb9ZtGgRnJ2NB3CaPHkyJk+e3ExHRAJHHpe7qfFHj4ioHluJqSVp8tGBSLtPPvmELQHk8PijR0QN1VoqEzg5GrUkNgcB8+bNs3mnTk5O+L//+z+b1ycix8EfPSLbtJaCrz20lsoEthJTS2JzECDtkEtEbRd/9Ihs01oKvvYgVCJ06+aF1at/bLTAiIEX0W02BwHCkJhERERkvdbQimavQrVQmbB69Y+NGhgx8CK6jX0CiIiImkFraEVTK1TbEhykpFxDdnYRwsK6N1pg1BoCLyJ7YRBARERkhiOlkDTkWBrjPNQK1bbUuCckXMDZs9kYNy6s0a5zawi8iOzF5iBgyZIlGDZsGJ588kmT93Jzc9GxY0d4eXk16OCIiKjlcaRCsz04UgpJQ45Fuq7wt73SeOSUggNL9wVr6Ymals1BQFpaGrp27ar4XlRUFB566CEsWLDA5gMjIqKWyZEKzfbgSIXThhyLdN3G+IzkhXz5di3tk7X0RE2rUdKBDAYD7DQRMREROSi1ml1HKjTbQ1MXTs3VmDfkWJTWtednZKmlwdr7whFalBzhGLRqScdKjoF9AhwYZwympsIfD7KFWs0ua3StI//+2ZK2Y813uLG+75ZaGqy9LxrSWmGvc2xJrVot6VjJMTAIcGCcMZiaCn88yBatrcbfXoQCaLduXsjJKbVYEJV//2xJ27HmO2zNstaciy0tDea2L7+/rDkWez3TWtI93pKOlRwDgwAi4o8H2cSRavybszUrJeUaYmKOATBg+vQRYgHUzc0Ft27pAZgviHbr5gU3Nxd06+YlLmttYVqtwKx0PSwtK/3b2nMRaL03zG1fvg1rjsXSM03r/eJI97glLelYyTEwCCAi/nhQi9ecrVkxMcnYtetXuLm5ICDAx2j2W6HG2pycnFLcuqXHyZOZJjXcWr6b0hryhIQLAMxfD7XCtfCe9G9rz8Va1mzfmmWl56hU4GfrJ1EDg4D4+HjEx8ebvO7k5KT6nuCbb75pyK6JiIhEzdua5QQ3Nxf07OmjODJOSso1rF79o8WhMbOzC20qmCrVkFtzPeTLSv+1dwWBtECenn4TsbEn8MQTQ/HUUyMsrmvrsSgV+Nn6SdTAIIAjABG1bexQTI6iOVuzpk+/GwEBnY2+B0opNcJxygnHLq3RNxc0yCnVkFtzPeTLWrOutc8A6bU4cuQikpMv4+rVfPTv373RPj+lAj9bP4kaEATs2bPHnsdBRC0Qm9SppTKXB2/tvWxuTPzs7CIAQFhYd4u1zsJ2Vq/+0arvlTSIyMkpterYG0p6npauX0rKNWRnF4nXols3L1y9mg9n5/rtWHPdG9phWb4dVmRQW8Q+AURkMzapk6PRWrhXyoPfs+cEjhy5iNdee6TBBUJpis/ZszcxblyY5mDD1u+VpQK5uX1rLQzLl5Oep6Xrl5BwAWfPZmPcuDAA9X0hXnppvE19DaztsKz1PrAWgwhqyRgEEJHN2KTetjliAchcJ1fpMY4e3Q/Z2UVIS7uGJUu+RkREEPz8vJCfX2p1rbQSeYqPUMiVH4/SNZR2XpUftzmW+haYK/BamptAGAEpNTUTRUUVRoX98PAg7NiRjEOH0lFZmY+YmGOK60tbAYT9jRsXhvnzH9J6WU3OVd5J2NrCfkMrMmyZ04HIUTAIcGCcLEwbRyyIELUFjpIOJn0GCIX77OxCpKRcUy3kCQHCgQNnAAABAT547bVHEBNzTFzXHuckD5Tlx6N2DZVeV0uBkZ9/TMwxxfQjcwVeaaH6gw++R35+qdG+ExIu4LvvUlFWVgVv744mwVJOTik8PFzh5+cFwGBSMBZaRMLCAsRzGDcuDKNH97PpGa5WAWFtYb+hFRm2zOlA5CgYBDgwThamDR+8jYPBFVniKOlg0mfA/PkPISbmGA4cOAvACcuXP2k27aY+Z98g3ufCthrSGmDuu2MpKDD3ekxMMg4cOIuuXb3g4tJe3J40lSkkpItR+pG5fSu9t3r1j8jLK4Wfn5fRvkeP7oe4uDTcuFGI4cPvwODBvUzel/4r7xQdFhaAcePCxLQhPz8vsSVBqQ+E/Bru2JGM2NgTGD48CB06uKqmNElbGyydu9rnpNR6o9bpW75daQDK9CJydAwCqMVzlIJIa8Pgiixp6nQwtQKS6TPAIPtXmdLxm3ueaCk0mktBsnQM0knHIiKCkJ1dhJiYZKSn30ROTiny8upr53v06GxUCB89uh+OHLmI/PxShIT4iTXslo5b6X358KDS41y+fJpRS4S5aym0UGRnF8Hf3wNCoAUAGRn5Ri0J0n0Kx5KdXYhjx66IaUexsSdw/PgVXL2aj27dOon7kV93oc+BWiqW2lwB0vflr6u1agjnKT1na4JIzl9AzY1BALV4zEtvHAyuyBaNWZOpVkCSPwOmTx9hNGmXVkrHLi2YAzAqmKoV3BrSsVdIudm37zRqa+vg6toeGRn5uHVLj7CwAIwffyekBeolS3YCMOCJJ4aajJIjLVArFVqV3p8//yFNrQXx8WeRlpaJ0tIq1XH+hUK5m5sLdLqbSEi4gPnzH8Jrrz1iVDiXfn6rV/+IPXtOwNW1PTp0aC8GC088MRQAMHx4EAoKKpCdXYiYmGSj8zKXagXApC+GUh8F6frylg55q4a5tCpLfRTkxye8J589mqgxMQggu2JTpmOx97CHRJbYe5QdgbTQpjaOvvR+nz//IezYkYwPPvhe82RUSjXD2dmFv6UWAePH32nUeVhYRprfDqjX7k+fPkI1pQSoLzju2nUchYXlKCu7hb59uyE8vCciIoLEAr60phmAUZ8G4X3hGCwVWoXPytW1PcLDe5q8b6nlZd++NKSn5wCAyfU1bgUAQkK6KF4fOWna0YgRIWKLR3h4EPr37/7b+ZWL/QvUrrv0OJXSluStBtL3pcGdcC/Jj9FSoCQwV7OvdHzC7NHWDvXK316yRYsNAiorK7Fr1y6kp6cjPT0dZWVlWLhwIcaPH292ve3btyM6OhpBQUFYs2aNyft6vR5btmzBwYMHUVZWhuDgYMyaNQtDhw4Vl0lPT0d8fDxSU1ORm5sLLy8vhIaGYvbs2QgMDLRpm60FmzIdCz8PamrS1BR7jLIjkBbacnJKNXWmFVJIANNCqtqxC/9KC9BC7fv06XeL+xGWkee3Kx33gQNnUF1dg5SU62Kh/t//PoIbNwqRnV0krhceHoSRI/ugsLAcPXv6YNmyaSbbTE+/CTc3F1RVVaOgoAIRET3F/H1zLRJKxyb9rAICfBRrqpUCOuHftLRMABBr6eXrCq0At27pMXiwcWBkPs++J27cKERWVhHGj78TMTHHEBOTDABi4T8sLADSvhxqoyzJW4yUPmt5a49w/PJ7TNiepRmg5ddY+q+Utelo5vBZT7ZosUFASUkJtm3bBn9/f4SEhCAtLc3iOnl5edixYwfc3NxUl1m5ciUSExMxdepU9OjRAz/++COWLl2K5cuXY+DAgQCAnTt34uzZsxg1ahSCg4NRVFSEvXv34qWXXsJHH32EO+64w+ptthaOkkLSFmpFGnO8cXseA7Ut4eFBjTLKjrlaXbVlnnhiKEpKKuHp2UHTcagVypQ62AqEQrTSsJjC+tnZRUhNzcT164W4caMQhw6lo7i4HLW1BggFT+G7FBHRy2T2YSmhpvj48WtiB94XXxxhVDDfty8N3bp54amnRpgttAqflTQ1R3os3bp5qQ6bmpBwATpdGR5+eLBRgCVdNywsAHl5JWIrgLn0JGkhdvr0EWK/gdjYE7h0KRdAfUuMUPMvz723thAs/ayXLPkau3b9inbtnJGRkY/XXnvEJC3H0gzQas9Ca1tUbW2BdZTfXmpZWmwQ4Ovri82bN8PHxwcXLlzAokWLLK6zYcMGhIaGoq6uDiUlJSbvp6en4/Dhw5gzZw6mTZsGABg3bhzmz5+PTZs2YcWKFQCAxx9/HH/5y1/g4uIirjt69GjMnz8fX3/9NV555RWrt9laNCSFxJ4FytZQK2Lpemg5x8ZO6bHndWZA0XrIO0gCMCpoWvs5mxtLX75f6etPPTVCbDWQH4e5fWvpSCvUHAu5+Epj8wvbmT79bkyffrfROPvBwf4ID++J6dNHiMelZdx8IajIyytBaWl7owJ6eHgQSkurkJ6eg3//+4hJCpHadZOTtoKEhPgZpfJIj0P4V3q9hBGMxo8PQ0CAD86ezcbgwfX7FIYeveuuEJP0JHmrhRCcdOvmhZMnMyG0xAjHn55+E9XVNUhNzcTHH3+PgwfPo0ePzmYLwWqpWYAT3Nxc0K6ds1GqlzQtx1Kfgeb+zWH6JtmixQYBLi4u8PHx0bz8qVOnkJiYiFWrVmHt2rWKyyQmJsLZ2RmTJk0SX3N1dcWECROwefNm6HQ6+Pv7IywszGTdHj16ICgoCJmZmTZt01E1ZcHMng/RltC5qqGFfEs1P03x2WmpfdJ6HNZ8/gwYHJ9Sao3Amu95Sso1xXHrtZI+C4TjsDSjrlJNtXFB9xh27ToONzcXBAT4iP0PUlKuIzU1U2x1kJ630OFWXhAF6jvDyvsVmBvZRki1GTLkdquBQGj9qKioxn/+c0L8DNSGrlT63gnbk892LCWtwZdeL8BJ/Fd+DwgtF9LCvNL2hL+F15RSuXJySqHT1f93+nQW8vJK0alTR4vPGGkfCmHZ6dPvRkBAZzHgyM4uREREkNHnIQ9SrEnjsZz+xGcYNY8WGwRYo7a2FmvXrsXEiRMRHBysutzly5cRGBhoMjZ///79AQAZGRmqBXaDwYCioiIEBRl/mRuyzYqKCrPnJXBxcTFqlbCnpqzdsEdzpvRH3JbOVU2poYV8SzU/9v7stOTcNuQ4lM7X2tk/WzNrhnl0hGuiVlASctrVAnSl4TaVxq3XShhaMzb2BJ54YijCwgKQmpqJX37JEI9TXvj39/c0OUbjQMYANzcX9Ox5ewQiaaFUqJmX39PCfgADzp69KRZ4lVoA5IHT9u1H8dVXR/HSS+PN5voLrR979pyAi0t7pKVdQ3Z2IQCI+5QWRJXG1RfeV5t0TH6M0g666ek3kZGRh4iIXprTq9TO2VzrkRDYAAb4+nrg4MHzJmlf8nupWzcv+Pt7mbQYSI9TuHYZGfkYPjxI7Fjev393xWNWb11QPi+l9Ce143W07zS1Pm0iCIiLi4NOp8OyZcvMLldQUKDYuiC8lp+fr7ruoUOHkJ+fj2eeecZu25wzZ47Z4xXMnDkTTz/9tKZlrdWUeYbWNGdaKhyaG8LNUQjHpjbSSUObd+392dla8NZ6HErnq7bPtpj/aun6N1Vg1NDZXRMSLpgN0K3p3CpMICUU0tRy8oW8/ZycUgQEdMaxYxnw8/MSv3v1tfeZiIjoKU5opdOVGR2j6T3nhLy8ErHDqrRQKiwjv6fVCs1KQZF8f199dRQ5OcWIjT2BrVtf0BRQCyMbVVfXIDDQB/IRgIQWBWEWX+GYgfqJyb77Lg09e/qILRZS0gBCqNlPSbmG2NgT4rWWEq6FUv8E4Z6qqqo2arWRT4AmPT75te3QwRXbtx/Fiy9G46WXxuOpp0aY3Es5OaVwdW2PIUN6qV4/6f2ya9cJcW6G++7rq9oZXal1QXpe8lYe6WdkLqWoLVZ2UNNq9UFASUkJtmzZghkzZsDb29vsstXV1Yo16q6uruL7SjIzM/Gvf/0LAwYMwLhx4+yyTQDYuHGjphmDG6sVAHDcPEMthUNHO26lWSbDw5Vny7SHhn528uO1NfWnIcehtk9HvS8bk6Xr31SBUUMLJtaeh7nPWjr6j1ohTZpfLi+ECedSXV0DAPDz64T58x8yScVROg554c/c+PryzrLyGYqVgiL5/l56abwY8FgiLXADTkhNzUR1dQ0CAuorn4RCuDRYML12Trh1S4/r1wtNOgUDMMr9lwZ4aq02WjoFCyMJCX0Zjhy5iMzMfJSUVJoEMHKjR/cTAyWhP4RwvYU0KC3fEen9UlVVjePHrxm1BMj7QCgFfwK1fh7S+0EafCmlHlk6XqKGaPVBQHR0NDw9PREZGWlxWVdXV+j1epPXhYK6UHCXKiwsxDvvvAN3d3e8/vrraNeuXYO3KXB3d9cUBLRFTV04lD60hR8X+cQ8llgKXNRaBJpLQsIFoxQEYaQRJZYmJbJVWyzsq5FfC7WgUu19e+nWzUvskGnLyD/Wnoc5QoFYXkhT266UtIZW+n2WHqO01hqAUdqHucKfnFCr7efnJdZqq6UMKUlJuYacnFLFYUjNfc7GfxuMAh8AYsE0JuYY/P09jPoMCMOhys9P2J9QQ367D4D5ShhzrbRCv43hw4PQoYOruP5rrz0i9gdRGsJUfq5CoOTp2UEsfAcEdBY7hkv7ZQj9MJSe4+buQflzzlzwp/bZyoMe6T61HgdThcgeWnUQkJWVhX379mHevHkoKCgQX9fr9aitrUVOTg7c3d3h5VXfDOvr66uYnlNYWJ9P2aVLF6PXy8vL8fbbb6O8vBz/+Mc/TN63ZZukTVMXDuUPbfnDWwtLgUtjtQjYQmjqr6zUo6ioArGxJ8yOs+5oaVht4QeyudKDlHLfzTH3WezYkYyVKw/A2Rk2HedTT40wui+VUm/kr6ekXMOSJbtw40YhHn10CJYvf1Jx2/JjA0wn5pIP5anWmVeaYhIS4md2gis5Sx2jtdwHQspPTMwx5OWVGOX5C+9LZ/WVFkhv92MwnYBs9uz7zLaWSMkDBGmAJQx72qGDq9gSI7yn1IqjRrgflFpypP8fE3MMBw6cQdeuXnBxaW9y7dQ+R7XnnKXhQeUpUNKKH6FSSUsFkKVhSqnptfTfmlYdBOTn56Ourg7r1q3DunXrTN6fN28epk6diqioKABASEgIUlNTUVFRYVQDf/78efF9QXV1Nd59913cuHEDy5YtM+kQLLBmmy1FY9z0jv5FUnpoS2sOtbD0Y68WJDTHtREKBn36+OP69SIMH65ec6uUG2yJvGXF3ufWkB9IR78XBc2VHmRNDThg/rOIjT2BnJxidOvmbVQQEtYz9xko3UPS9czVwt64UfhbEG+Qb1bx2G6nzdw+b0udPQEY1bhLC7PyoMF4GEzjFjdLHaO13gfSmY9nz75P3IelAqn8nKz9rkvPU3ru0pz/J54YalSolrdWNOR7qNyqU/+59+jhjcGDg0xSfNQ6ZU+bNtQknUt+vNLASekaKtX4m6sAUjsupgo5hpYejLXqICAoKAiLFy82eT06OhqVlZWIiopCQECA+PqoUaMQGxuLuLg4cUx/vV6PAwcOIDQ0VBzFp7a2Fh9++CHOnTuHN954AwMGDFA9Bq3bbEka46Z3pC+SvfPaG1qo1HJt7DVyjLwjW3Z2IfT6OnTocDttTTgeYZhF+TCCWval1hxuLw35gXSke9EcS/dkY7WWKW3X3Agp5j4LaTqPdBZgwPIwokr3kHQ9tcKjNIhR6vCqdGzS54CctNCsdK5qNf7SGv4uXbzECbHkaS9KKTbC9c7Lq5/vxs9PfShkaSFY6MwspP0ApsGWvEAqXK+0tGvYty8N1dU1mDJlqObniDCHgjxNUNo6kpNTapQzb+n7q3V45ezsIvE6ZWUVi30/pk8fIbbmKJ23fP9CX4Pjx6+JfU+EyeG6dfMyGWEpJuYYvvsuFfv2pWHZsmlmz0dthCb5uciPq6lbwx2RI1TYtPRgrEUHAXv37kV5ebmYbpOcnCz+f2RkJLy9vTFy5EiT9fbs2QMAJu+FhoZi1KhR2Lx5M4qLixEQEID4+Hjk5uZiwYIF4nIbNmzA0aNHMWLECJSWluLgwYNG2xk7dqzV22xJGuOmb4ovkpYHRkPHJFeitRCvtl8t10Zec6VU66alYCvvyGauWV3oTChvGhdGFRF+AJUCA3nto62fu71m6ZRqqQ/1hv4gNmR9Ydx86Yyr5gJo6b62bn1BfA1QLkArrauWzy+Mh79jR7LV+d5S8lQjOaU0PnngYem7JtTwP/HEULElQC1dUL7ugQNnUFJSCQDo1Kmjas689FovX/4kVq/+URwCUz7qTkrKNaSlZUKvrxFHKwoPD0JMTDIOH76Adu2cMWRIL6NjVKvllwZoSmmC4eHKHbaVzln+HLL0jJa3fpSUVMLNzQVhYT3MtpgIwU52dqFRMCvtlC30PRGef8I5Gs+lYDDqVC3viyC/VmfPZhutr9TxWBjmVW0iOUcoEDc1R6iwaenBWIsOAmJjY5Gbmyv+nZSUhKSkJADAgw8+CA8PD6u3uWjRIkRHR+PgwYMoKytDcHAw3nzzTQwaNEhc5vLlywDqg47k5GSTbUiDAK3bbEm03PSWHkjSof2EDqcNaVrWQssDQ6npXX6s1lLrSClv5lVq8td6rtIfipiYZMVaN+m/UvIfHOlySp+LtGZR6djy8kpRVFQBvb5GzCWW/2gr/chbkwoiaIwfAVse6ta2tDTGD3VDr4W5HHrLx2wwmXFVS7Ap/VuoUY2JSRY73gr3DwCTGt0pU4Zi9Oh+YguEcNzCtjMy8o1aCMyN5d6Qz8/WoFFeq2vNs0X4vktbAtT2L/9cR4/uh3370nD2bBa8vFxN0nDqgxHIRityEudFkHdOVrpvlIJ8peuq9bsmv1/MpUdJW6UiIoIAOOHixZuoqNCLrTrSwE3Y/ujR9X08hH4fgJP4ulLfE7V0NAC/tTA5QR7USVOghOuodP/I06GEv819rxyhQNzUWmqFjSNp0UHA+vXrbVrv/fffV33P1dUVc+fOxdy5c21a39ZtOjprCy+WHkjSof2sLVgrbVvL8UkfGGrLKzW9C8daUlJpU/76yZPXcOlSLm7cMB5qz1wzr7XnKi38qNW6afnxUEqhsLa23c+vEzp3dhcnUqoPSrKMJlaSbrdbNy9xbHGgvib3wIEzyM4usnidHeVHwNqWFkvL2aKh10JtfS3HLKRXaG3Zke5LWmt86VIuqqtrkJGRDy8vV5w8eR3Z2UVi4UxeoyvUiFdX1yAl5ToCA+uHgQ4L646IiCDxWITlAON0G+moVseOXTEqnClRuhZaC7K2jIJkj5YupcB+yJBeyM0tFYdElS6r1N9DmFFXeE2tk6v0dXve30r3ptpzWP5ZC60f8fFnxcBGuj2hk3B2dhGmT78baWmZyMoqgk5XirNnswEo3/fmzlHtvdGj+yEurj4Ai4k5pum3Sv6vlt+utqKl18I7ghYdBLR2ixYtgrN0aAoAkydPxuTJk5v8WIQxobOzCzV96dQeSMIDTOhoqmXMay3btpQOAxg/MIQmcfmPvtJDRThGYdg5YTk1pg9pJ5PZReXnYe5HAzD+gVXrhCadkEbL8Uk7AgrrmWvaF/oAWNq+tMBQn0pwzGiCHvlwom5uLkY1e8LkS0qdNhsynGRj0voDrOXH3FbmUii0bN/SPWju3JTWtTR0pfw1oXNsamomMjPzUVmpx61beqSmZiIiohfGj78TeXkl8PPzMqrNT0vLxPHjV3Hlig6XLuWiU6eOmD37PpPKBaXCrTRw9vPzMmnFkPd10Po5K/WRsCUAVKo5tpbStZYX6s0tK39d3mdA+K8xRzeTH5e57SsFMuZaOKXPm/DwIAwe3As6XRn8/b1MUp/UqA10oPy86gmdrhTC800tsKw/tmP4/PMfxXseUE+FcpRnYWNqqpSntpRaxSDAgX3yyScOMU9ASso1pKRc/61TlZPR69b8yAPGOedCLrC1lLatVLMoLKtk9OjbndLkTazy8zI37JwS+f7lhWJz56F2rkqd1oTAQNoxVy1fVH58e/acQHl5NTw9XTFlylAx//+NN3bh+vVCo2BPSGdKSroEFxdn8bgsHTNwO897/Pgwcdxx4fr4+3sqjg0O3B6CUenYHbHJW37O8u+F9DXhM2rsIWHtda1sLVxo7QsjLTxNn343pk+/Gx988D0yM/PRoYMLqqtrkJNTKg7lKR+ycvDgXsjIyIOrqzcCA70V00SEc5CuCxiPdCMcszxIkKaHKH2P1c5d3vJgKQBUSzVSe041hNpnam2LqpbXm5rSuZn7fko7CQPqrbLmyPtACPuUtjII24qICEJGRv5vqUrmW+CE1i+hzwdgPhWqtZJXHAG2PdPUhn6Vb8tRf2caA4MAMqE0vFl1dQ3CwnpIJpCx7Ytijx8KpRx9c4GBkvBw9U5parVvlmpahb+rqqrh5uZi1LHO1geJtJAkzHwJ1KftCIVIS2PzK3XKPXLkIgoLb6KsDOJxJiRcwPXr9UMn5uWVYcmSnRBqq3S6UpSXV8Hb211cXouEBONOb9KOhwYDjMYG10Ko5ZNOatQQjVHjo9QqJf/xsjQiiJZjtXTs9r5W1lL6rqsNnSgtPEmH0xRaB6QdfeXX0ppCm/yzkXfIFK6rdLQfoVYZMGhuCczOLkJERE+jwpq52nT5sUmPx5px8pWOxZ5pnPLz0PJ6UzA3OpWc/ByVWhksfb5KwZrQRyMkpItYQaPTlZr0BxPmRBBSk9T2N3p0P6SlZeLChRz07dtNNRVKqWDbWEMvNxdzqa62bEegdq87SkDbFBgEkAmljmQATAof0jQSrezxQ2EpR1/LPtR+HIUf8A4d2lusfZNfJ3mBxrhjnWVKTcrSlhNh5kvp0HTm0n/ktSfSdB7pTJzSPNnbBZ7bEyONH38nxo+/E6mpmWKtrLlrKN2/fKSRhITbHQ+HDOml2NxuriAivc72qBltjBofpVYp+Y+XPDiy5Vi1HHtGRp6m2VYB6wqMWgpdSt9Dec2ocD2qqqpx/Pg1xcBZGDpU6Ogrv5bWPFOEmWmF/Uj/XyCvBFi+/EnxfMPCuqNbNy8xQFY6dyF1cvz4MCxf/jvF41AqZKgVPBryzLT2/m6phR+1Ph9KGnqOasGa8J0ePDhIvGfDwgIQFtbD6LfE3P7l30EhNUmaSmnueACIv0F5eaUNSiNzJOYCfWueW+a+d7ZsrzWkDTEIIBPm8icB02EkpezxpbC0DWtz9JW2rdasKDzIhwzphYCAzmZncpQ37ws1u9IOidaQBhF5eaWIi0tDYKC3SW2xMDSdUBCKiTkmjqgibEfa2fauu0LEMf+lhRulGkbjPOH60S2ESYGkn0tKyu1ZV9PSMjF4cC+Ta1Q/rGA63NxcFAMNpcmG5DXk9hyNRYmlbdn6gyD/XkgL/9K/Lc0Uam7kJkvHnpBgfpIppeW15p/L02TUrpF8pBYhkMzLKzEqSCckXMCtW3qcPJlpMvGX0lCg8hp7Ld//lJRr4ndCuB+VgnVpCo4QcEtT7nJySi0UOJ1k/5qylLJiL9YUOBvrGJqC9Lli6V639RyVKr/UhvKMiAgyCfotBa1Kw0TLPz+lAETpM5Y+/81VljRmIdbctu3VXwmwLtBVavVpyPZaQ9oQgwAy0pCcUEB95kRzzZNqKQLSbUrXtzZHX+n41JoV5TUOQrO9UqdYefO+ULNrabQjS6M7VFVVY9euE8jKKoROV2o0u6e8MC6vAQOMa4LqO5TdLsRnZOSLhRt5frP0uo8e3c/kffn5CrOuZmUVISMjT5z583YhzrRDtKUfYHkNuVIHbuE/pUKglvtXqbOe2rpKD3m1fVj6QZC+L4zCZKlfgHwd4TUt19Jc7Zna8lr7yRi3GhlMvq/S77Jwf2Zk5KOqqj6t0M/Py+i+FY5VCHAFapUN8mtjKYASjkUpKBL+X7q8ECCrzYVhrsCp1um2OVhbeGqpNZuNHbxIC+jSPlTSQrt0KM+AAB/xnhUqNoQOyPJnuPRZI78/5eel9NurVrDt37+7xd/HxizEKv2OK/3GNzRAsXfrlTXba6ktZ1IMAsiIuS+uQPrQkv4NmH4plHJ+5ds1l34krx0XCoNqx2bJ6NH1eZbCiCNKP35KM1dKCydK+5OnGZhj7hoLBUMPD1f4+LgjPLyn0QNGGlQJ/44ffycAg5g/HRbWHb6+Hjh+/BqGDw8y+pzkhRvp+Shdd/n5Svf/6KNDINTwCrVOsbEnxM9ZrUO0OUq13EeOXERmZj4++OB7oxpqpYBT6FBqrjZbrfCjNOqG0kNePlKWtC+IPP9XHlgBpjPMmsvb11ITKP1cGlKrK9wfMTHHTI5Hvl+14EnpuywUmKUtZOnpN5GSch09enQ2uveVAnu1H1gtLSHm0hrl11ApSDM3RKe569gSCtBK16811GwK7BnQKBXQlV5Tu6byliNLNfrmKsqkwYW5lDwt92FDC7HmrrG53xMt+xXWsTQqndJ5aukAbO67rfV+aSnfdXMYBJARc19ccz/2ArWaC+lwlJaaPKXbSE+vH0IyMNAbV6/mo7DwJj744HuTmS6VqBWMSkurkJ6eg9jYE2KtvVrBTnjoKhVOpK/JO3sJ78sf0vI8eSFHWppSY+7HQEjZkI7sI4yaIm2NAOpTHY4fv2Y0WoUgIiJIHNfd3Nje8lrStLRrSE6+gp49fcTZgIHbtU7yFh9rH5BKtVqvvfYI3nhj129jayerFtCFH+W6OphtBpfek9LOz0q1xMrnYJzuIQ1UdbpS6HTK+b/SIE8aGJjL29dSEyg9BmEdJVoKRUIBZc+eE0hJuY7w8J4Wh8Y0d98AUAwEExIuGA0bq3YswndGKe3HmpYQLbTUssq11JpzwPzn1lJqNs1df2uHtTZH6Zls3BpWT+2aCssJz1v54BGW7iOl73dMTDJ27foVbm4umvr8KGloIdbcc8fc/aXleyWkhSp1yLfmegHKHYDt2RrRkjEIIJHaDS8fihJQ/7GwFIGvXv2jxSZPKaFwfeNGMTw8XAHUF/C8vDoozsIrpfYlF/oUGM9R4PTb9q6L52BuBAlh+3v2nFDN3VerAUpOzvgt//l2J6/6yWnKFK+plFAzXlmZjy5djAus0pmJJ0y4E2FhAeJoFfKaZCHFYsmSnYoTc8nPV1hPr6/BrVt6XL9uPPFZY9SISO8lYXIjaZ61tJZauDbCdRBGlFG6N6SFcWnn56lTh2p62EtbOOR9QQ4cOIOsrCKzI0PJA21Leftq6Utq21SjtZZXuMdSUzNx6VIuACcsX/6kVZ9vevpNscVJKViXH6+5vjq21k6r3cNq27HlHm5tBQlHrtnUmq53m/m+GdZ8LkrXRXieqw1SIN2+tKJGafAI4bdESKmsHzzhduWR0vclJeU62rVzNpl/pinZWg6wJCHhdlqo8JxUarESWgnklU9KxyWvwLPU90y6H6Dlt4ypYRDgwJp6sjCl5jeloSiFVBS1mmpzEbj8y2lulA3pctKWBGGYwJMnM3HjRqFJmoh8XfkDSj4FPFBfsBNqZKUPHHMPt9Gj62d/PH/+Jm7cKMTzzz9gVFOhNEygsM6NG4UAnBAR0QsZGfniWPlKLSVSQs24NCVIeD0npxQ3bhTi0qVc+Pt7IiDARxytQu36364Fv91RU0glkg7BKi9ga+mAJ6dlNCGlNLH6WjTjuQYESikcwO0RZdRaA+Sfj7TfhKXOptICgbwvSE5OKXS6MrMjQ6kFBmqFCKWCsS0FS+lnaO4cpa0v168XmnTiNVfYkbdUBQf7KQbragX0+tFUAowCOLWAwdpCdWPUctsz+CLzLKXQyFnqm2GPz8Xc/s0dr3xm7W7dvFBeXo3KynzExp74Lfi+XXkk/77ExBzDjRuFCAnxw7Jl0wDAqk7yUtZ+n7RUSmipiTdHml6r1CIoXDchrVU+P4P0uNRGVJL3PVM6xpbWMmYLBgEOrKknC5N+saS1ErdrOnshJ6cUJ09eEwslgHGULzR9ZmcXwtfXw6QAIC9AWRrWTVrjI31I1X+xncTZRT/44HtZp1TldaTpOQCM/paOliOvZRYeQtLJtJYv/x3Cw3vixo1Ck9oY6UNG2scgPDwIy5dPMyo0ScfKF1pKXF3ba6rJlj5os7OL4OPjjsLCCgBO4meRlnYNL7ywUZx1UkhvWrJkJ/LyShER0RNZWcVITr4CV9f2aN++HfLy6guxSvMwSDtlSz8jKaUfFnMpV9JCv7BN6f0ojMyiNdCz9PBW+3yEY0xLu4bBg4Ms/jDK96O1oC1Q+oGT13IqdWKXXytL+bNaUvnk6odw7QkAqt9TaV8KIVjr0KE9Kiur0aWLF/z8PFWDdbWRj+S1q9bW6JurhbR3IVzLNttCQaIpKF1Hc9ff0mcj3Z4tgaXaOkqjCJlbHqivtPDwcIWfn5dRS4D6PWP4LZ2up9lCrBbyArul66Dl+WGpJt4SpfRa6e9H/W+v8sAjWo5X7bktby2wptKqpWIQQCJpgUQYRUbo6CkMjSdvEZDXWksLJEo50lJCIVX6sFP6Uqs9pITxu4VjkHZKBWAyqow8PSc7u9Aop1JakyzsR17QEibTEpqYpbNNSh9KQs5nVVW1UeHO0shA8oKvWk22fB2hUDtyZF+jHGzhnKWzTsqvRZ8+XVFVVYPAQB+Eh/c0aglQY+mHQKnAL511Wm04PKVOssL47EoPeLUfemsKAMbqP9esrGLodOojVKnVaCsFaFp+IKTpAML9Kj1GeSFD2q/EUv6ssH15B2Wl6ylvfbhdiKkfLlYe3EjTmQADzp69iR49OsPLqyOeeGIo+vfvDrVgXdrCIf/umTs+S5OsNbQW0t4aI/hoi+x9HeUVUtbeJ2rPQHnKpaXlAdM+B5ZGmDM3y7HAUsdhpX3bWsCXU3ouymntVCzIyytDSUklLl7MVawwUSuMawkele4tc9dCbSAJrdfckTAIIBPh4UF44omh+Pe/j6CmptbkB1f4ssnz++U1IGqpI0q5kgJpAJGZmY+vvjqKadOGGuUGynP1pekx0toA+XCH8qAjJuaYyRCWUkoPWGFWSMBg1LqhdPxKHXOVjl9YD6jPpT5y5CKGDw8Sr6HwwBOWk9ZqCgVsoWAkH3tfeszSz0maCiMdtcXSQ0utlsuUcT6u0Hzds6cPpk+/Wyw8urq2R1raNSxZ8vVvP2ydjWqB5c22DaGlGVtIIZD2K4iJScbZszdNmpzNUfuhNBcExsWl/db5+RgA9R+2hITbE67l5NSPeW8uf1Z+PNa2PgjL79iRjJUrD8DZGUa5uEJfCmH97OxCMSXqqadud4iXB+tqw/SaK+xpuR8aWgvZEK2ldrCtsaW1xtpWSKUR5NRGpTNH60hg8kova1pM1AJwawu45r4PShUf0mMCYDQHjp+fJzp16gidrhRffnlE7MemVFiXH6vWa6t0DdRaF5TKPtnZhThwoP5YbO2s3dQYBJCi+tzm+ij3gQdCjR42wO0aubvvDhYfCEJtirQGRKlGQ0uNSLduXli58gBycopx/Pg1bN36guJywjaUvmzyybCkhZ+EhAuIiLg9IZg87Uco4AC3OzkKQYtwnmqtG8LxS/swSF+X/xBIr8eRIxdx/PgVAMDWrS8YjZOvNiKSuYKR0rWR5rFLC41aa6y1TBRnmo9r3HwtkD80pddp9eofbZqV2tKxA+qFeOn1Umr5Ej5TpdYdpc9c+n1Ry++/vd+ev33nDBa/I9JgVhhBSy1/Vhowql0P4e9u3bwQFhYgblu6Tmxs/dwV7u6u0OlKVdPdlEbSEoL1mJhjYmd1pcni5OSFCHvVQjYW5v+3TLa0MljbCqmU4mLL/SJfx1zFgtYJ1ABtI+5onZVZ7VilRo82npcEgPh8qG9ZhNFvg9D6UZ9eXF+5KGxH+q9Q4XD2bBZcXds3yshJ8koV4Xfa1bW9ST9AR8cggBRZeoBIC54AFIc9M7dt6b9S8i9ebOwJPPHEUKtqTCwtKy/IyicEEwpqQs2vvAbYmuNPSbn22wyjp/HBB9/D07ODyQ+BdHvCtRNScaQPSrURkbQUjCzlXwvHboml2hGlTrqAafO1tLAqpJpIC6zCQ9XPz8uklkjpx0opjUxLE7O5ayUNQKTbsvZ+AW6nR0VE9FQMaoTrUN/5+XbgbO4ekwYWthQulO6DcePCTFpjBE88MRRXr+bD2Rnw9/fCkCG9jH54LbWySFt2pJ3VzVFqOVNrxXAEttQoU9tgroVKreZdqVAur0hS+65bG9gI21HqV6Q20IUt5yw9N2k/PnnqakREL/j7exnNJQLUt0KOHx+GiIgg8RkgT7vKyytFYKAPAgO9VfvWNYT82gq/05mZ+ejUqSNefLFlpAIBDAJIhTQ9QEqpgCRPgZGPjKLUjKj2BZE++KSj+GjJ2VSrbRX2L9QwSKd0l+ZXC7WbSjW/0tp8pYK+WqFUOJacnBLk5BSjc2d3PPzwQNXx+cPDjfNBw8PrU7NiY0/AYIBJHwtLndOE180V0AHrO7IqsRQcAfX3U3r6TaMh8OQpYcLxCKNlyAujSs3I8ntQuqxSKpWUPICQ5sMrBZGjR9dPOPef/5xEXV0dRo3qZ/Z+qVefFuXn10mxBUWY5KxXry4m10vtXITjVEqr0ZqOZC4NQPr/QjD70kvjTTrfC/9qHX5UadvW5AZbs7+mZkuNMrUNSveGuftF7R6XtyhYW7mh9owX1leaSFJa6WdNao3a+UnTDgMCOov7l6auAoBOV2Y0l4j0OISWWulxAvW/HUIHa0ujxNmL0NIppDw29v7siUEAqVKqGVBLBxG+vNIx6aXb0dqMqNbUqZQWIk87EL6AwcF+RjUlwqQqNTV18PX1MJrSffXqH8X86vrRUHopFubNFY7NXSehgFZVVY1du07A2bn+Gqg9wJQID/2QED9xdmBpIUzLRCjCA1aafy+tWW3I6BICSwUgaUFdPgSe0jkLo2XI7yd5M7K0daaqqhrHj18TU7y0dBCVBxBquerSYDYrqwjFxRVwdnaGn5+nxbQqc8MVCjVXdXXAhQs38eKL0WJhWzjm7OwicT4HoaZefpzSlDbpZyH9DgkzO8tr+9RSaNQ6CsuDbUsFEXOtc+YK9Gr3lHA/N0YtH5E5TdXvQ/qdUmvJBSxXSllKRRTIWxi1tlg05NyEgEMYWQww4MUXTWfrNlcOkB+TNEjS8lxqaEde6XFK+yc6YkulEgYBpErpi5qXVyqOSiIIDw9CTEwyTp68jvHjlYdxTEvLNJpEydI+pROUHTt2RYzspQUdaeE7IyNPrEn18/MUOyYKo9K0a+eMgABvjBzZx+QBIqQ9KeUoW5NWIR9aVZ5KMn78QNWHqxJLaSnS9eXBkXwEFeF6qQVjTZHGIP1sLXUYlx6PUsFQrb/H6tU//jYRW31gJ1wDad682nEJAURERC/FviwxMcewa9dxuLm5YMSIEBgMQI8enTF9+giLebpaWlCEfjBZWYVYufIAXnppvDhmvjCRnPSaSa+NuSBOGuQIndl0utLfggrzs6nKg1mlANdcCpB8O0rHZ8u9J/3+t6RaN2r5mqoVSvqdkn6/lVpyBUqj1ki/r/I5OOTrqgXqWlq4lIbmVUvPFP5fGPkNMJh0qJUGJcI5TZkyVDw26fj/0sK8tKVfXhkiL/BLfxMBJ5P3tQQJSq3s8pRRRw4GGASQKnnNgDBBFwCFyZBujwaj1FGytLQKRUUViI09gf79uyvWtAO3Ux6kDy4/Py+TIUCltb/Z2YXIyytFr15d8Nprj5hsp7i4At7e7vjTn8aaFO6U0i6k5EGJWqFUuE7C0Ko5OaUWH6SWHgrSVhfhXOTrKT2cpU2m8oK+Wj8PSw95e9R+SfdhqcO4uR86c8crvSeEmmsAYg240iRe8gBCfaIvgzia1IsvjjO7f2sKCvJzWbnyAKqr9fj3v4+goqIKhYUVGDEiGLNn32cxjUdeaxgeHiTmEAsT0o0e3U8cgUj6fbUUZCq9p/VesJQqZss91RSBK5FcY953an2btLa0ZWcXIjMzH3V1MBk+WBiVTS1wNvfM0pJ2qtTyqpSeqZR2WX+s18X8f/lxyc9J3rIBGM9lotYXUF4J1q2bl9jvQCkQ0ZLFoPTZmEutcjQMAhxYU88YrMS0afB2J04pabqDPL1CqIGsq4M4Vrg8l1ugNpa5/MEIGNcmhIR0+e3/k02GBBM67EgDELWHl1JwIu08LCyjFrxIa6gbWnCWXgNrCpVqPxi2FrYA+9V+qV2THTuSEReXJv4IWHPtlGrd5Z9vZmY+Kiv1Jp2qpdRaVYTtyOeEkJJfW3PbMtd5+amnRqB//+7i6BZlZVVo395ZsS+B/PikKW7Sz+rkyUxcupSLkBA/LF/+iLiu/PsqLG/uvNRes6Qh915TbpPIksa87+S/ndL9Ke1TqKlOTc1EdXUN7rorBL16dRErPKTDBys9n8ylGUnfV0slSki4oNj6LVCa70cp7TIh4cJvo8f1AmA8+/Ho0bfTP4VzUkqHNDeQifD7cscdXdCvX1dxmZycUnG/9a8Zl2/MVZzJr59S5ZxSapWjYRDgwJp6xmDA+g6lSusI5B0lpTnJMTHHxAKR0EQpb8YDYFLAkRNqvdXyzIXUEXmHHel5KdWiyh96SkGJNHiRdlRVK4xZy1yNr0DrmNENZa/aL7UCZ2zsCVy4kINOnToaNadK11MLCJS2Kb8GR45cxNmzWUhJyVRNH1FrVbHl/pc3QyckXBCHtuva1QsuLu1NroFUSIgfvLxcAeC3mZ7vVtyX0rkLP1xCs78wlJ7wr7khBbWcGxE1DmnLs3xwAaXvolBTXV1dg7CwHuJzQi3tVN7ybe75Jp0X5IEHQhX7SY0e3Q/79tXPbxIS0gXLl/9OfE/peSHtO6iUfisEBPKBH+Tpn8Ky8oK3cI3k+xd+X4YPrx/SXJh/QCl1SAishApFoQVFiaUZ5ltCRQWDADIiL1SYK/zJayGEdaQPGnmtZ//+3cVCtjAEpDD+vdCMl5JyDUuW7DTZrhLpQ1NtqnWlh4g8zUHYvlD4lNcyyAt18px7+XjHap2YbKX2MGmO/NSGULufhCFRpUOjCv/KfxQA46BAae4FOaFQ7efnZTQHgaVJ0izd/+ZqyeTvV1fXoLq6BuXlVRg5sqdqi4c0nctSJ1ql45MGBwkJF8QWDGk/m7NnbxrlqwrfO7XJw+TnRkT2p/ScNfeckaaz/PnPximK8jH3BZZq7wWxsSeQk1OMbt28ERHRCydPZiImJtlodLeIiCAYhDoGMSVY/dzU+g4qVdpIK+3k76s9i9Ra9b28OqB//25iv0JzqUPy9wGYqZAynWG+pT0nGQSQEXmhwlzhT14LIX2QWGrWTEm5htTU6zh7NgteXq4mo5yobVdOenzmplpXeogoFdjMdcIVxMQcw4EDZzB+/J3iMtJRAZQ6MTUWR86LtqaVQjocrNJyQkrXBx98bzRpGlD/YyVP95KSF6qFQM/SDMDS409Pv4kPPvgeTzwxVDxOab8VpR9S4X1/f0+4ublg1Kg+OH782m+d9pxUf9jln6k1I4MIlIJceYAr7cgu3L/SHzuhECGfMZyIbGNLy5r8OSKt7JCmswC302iE31BhzH1p67g8vUba0VZ6bNKKmfq5buoLxhkZ+bh0KRfV1TU4dCgdzs4waoUwz0n2r/K1Uar5N7e8UKYQhvuWT8ap05Xh4YcH46mnRoiVeEoVhubmQ1BKnZTOMC9UKKmlCjtqcNBig4DKykrs2rUL6enpSE9PR1lZGRYuXIjx48ebXW/79u2Ijo5GUFAQ1qxZY/K+Xq/Hli1bcPDgQZSVlSE4OBizZs3C0KFDbVrO2mWbmzU1vtJ8OXnPeaXOiPL9DBnSC7m5pUb5zvIvoa3DdllL+HJrGwfZIPvXuHOpdDrxxuZIzY1aUlVsIU/pCgnxEzuTffDB97hw4SYqKqoBwCjVR21YOXmTu1qnb+nxS2dyFoIAeUFb7nauav3oPh06uIo/bkIB3NW1PcLDeyoW+OW18cLwoNL3LOWkKh2P9EdT6MgubyWT1obNnn2f2c+PKUNE2tjyTJQ/R9QmmpSnuErH3Jf/FoWE+JkM5y20EMTFpSE8vCemTx+BrVtfAACjgnNERH0/o9TUTBQVVYgDcmg5H0tDJWsdGEK+vPB7Ix+4RG2kPEutLWqtsPLfEqVtyVNZHb0ltcUGASUlJdi2bRv8/f0REhKCtLQ0i+vk5eVhx44dcHNzU11m5cqVSExMxNSpU9GjRw/8+OOPWLp0KZYvX46BAwdavZy1yzY3Sz/oliYbEghj9Xbo4KpaqFZ6IJhLhWiM8xFYU6Mun/1WbTuWvvRaOoq2JNakkllLCASE4dqE/iWZmflwdXWBm5sLevVS/lGTzzosv2/V+m5Ij1+oWRo+PEgxZUZY11InZelrQgFcWkunluMPKI80IbRKZWcXWbx3pOsI+a7SGjf5dRF+9C2Nec2UISJtbHkmKj1H5O/J96H22yydmLB9+3ZISrqEvn274c9/Hie2EJw9mwWdrlRMhbk9MMLdiIk5hpMnrxnlygvHoyXF0lyZwdpro5TaK6/hF8oTYWEBin0FBOZaW4T3pb8lALBkyU4oVYBKjyc9vT4N1NyAFM2txQYBvr6+2Lx5M3x8fHDhwgUsWrTI4jobNmxAaGgo6urqUFJSYvJ+eno6Dh8+jDlz5mDatGkAgHHjxmH+/PnYtGkTVqxYYdVy1i7rCJQ65cjft9fMoNIHgrnJQKxha220uYemNR1vramZV0uZaiz2rLFV2pY1qWS27zcTN24UIjX1OqqqatCrVxejqeflD+O4uPpOazExx6z+8ZEef3h4/UzO8oBBqTbKUidl4TW1zm7yYzFXCFBqlVK+brdruoRh8AAnsSlb/gMpPWZLHdwdOSWNyJE05JloaV0t246JOYazZ7PQrp0ziotLUFlZjezsYgwZ0gvz5z9kVNEyenQ/seNrdnYhAgJ8THLp5c8Ivb4Gubn1w38C2mZsN3f85n6z5Muba/2UV6CoDaNsMEBxmGghQJKmpMqHE1U6jvpUpFLodI47i3CLDQJcXFzg4+OjeflTp04hMTERq1atwtq1axWXSUxMhLOzMyZNmiS+5urqigkTJmDz5s3Q6XTw9/fXvJw123QU0nxBpZtW6w++0hfSXIFcSzqONbP3CvtoaAGlMWs55WkpjV2Isue5yLfVFCkhCQkXcONGIW7d0qNHD2/F0RikwsOD0KNHZ1y6lAud7nbzsDyP1JrjVkopktYcSd+3NNGMWnBgLhgVCuzp6TeRk1OKiIggsVXK3LlI+y8Is04DBuzZcwLl5dVwdoZqx2tL36HGCPaIyD6MKw8McHVtj4iIngCccOFCDvr27aZacSOdT2T0aONJP5X6KqWlXcP16/WVNACM+m6ZG9xBjdpvltbntloFiny7QuZCSIifZLhQ4+3IU1KF56i5VE6l1glH02KDAGvU1tZi7dq1mDhxIoKDg1WXu3z5MgIDA02G5ezfvz8AICMjA/7+/pqXs2abSioqKjSdn4uLC1xcXDQta4laDaX0fVt/8M0VJrQU1rUUYu1dG23puBpS+G3IsdmyX3vW2Mq31RQpIdIHqrxQrXY9/P290KlTR/j7eykep7nj1tIKJJ2iXv7+6tU/qk40Y+109fJWI+FfadBsrsZenqYm7L9Dh/YoLCw36lMBGOexspBP1HJJn3Hm5joBTJ950pTd8PAgDB7cCzpdGU6ezBSH+wZu5/CnpFxDaen34uAHQt+tkycz0aFDe8XBHdLTbyI29oTRoAsC4Zkvn+VYmgYp/G3uWSqtmU9Pv2nST0BeWFfbhjx9Uu06a8kacBRtIgiIi4uDTqfDsmXLzC5XUFCg2LogvJafn2/VctYuKzdnzhyzxyuYOXMmnn76aU3LatEcN670Syr9W0pLIdbex25pe82VD23Lfu15beTbaoqUEHPHLx/ZRprHKu13Iq3BF3JY1dLPbAk65e+p1QJJO97Kc2/N3fvyuTeUUom6dfMyyVeVXzshV3bIkF7w8uqIzMx8kz4VjlpzRUTaySsAAPV+TPJnntpzPju7UHUADKHTcUREL+TklOLkyWs4e/YmhgzphYyMPKPBHUaP7ocPPvjeZNAFgbSixjgz4XYapPxZauk3QkhZkg5Tqr4fY+Z+g+S/LY3ZKm5PrT4IKCkpwZYtWzBjxgx4e3ubXba6ulqxRt3V1VV835rlrF1WbuPGjZomC7NXK4AtrKmRtlSosvS+I0bVzZUP7Wh52M392UhrjGJiksVaJvkoE8L/S4dxrc99vd1ZFlCf58FcvxY5Sz8Y0gDBHve+sIy5Fgjp/qX/KrV4EFHLp1QBIG8N1TJvgHRbKSnXFFsUpAN7qM3sK0/LGT68fn1hSFI5pd86+eAcWlJupClLubn1LRXSFlnpxGGWmGslFlpk09IyUVpapdjC4UhafRAQHR0NT09PREZGWlzW1dUVer3e5HWhoC4U3LUuZ+2ycu7u7k0+Y7C1rKmRtlRwdbSCrRa2Fn4bmkPf3IVuRyOtyZH/6MjH+1+58gCqq/Xo16+7WAAXCs2Ak1hbpTTPg5b7Xctnq/b52StVy9KPonz/vJeI2gb576y0H6B03gBzLD2/5C2KSs8aobA8blyYOBQpoK2ixdzzy9KwyfKWD3MTh6kx9zsgnPu+fWlIT88BYH4Oo+bWqoOArKws7Nu3D/PmzUNBQYH4ul6vR21tLXJycuDu7g4vr/p8YV9fX8X0nMLC+p7uXbp0sWo5a5dtiaxpArNUcG3Mgq2jjWXeGodVbO5rLE+ZEUiv9ZEjF8VZMKWjXwmFZsBgdp4He/VdkWusVC2lWYCJqPk11/NSqQAt7wdo64RXSs8x6UAG8k6z0n+ly9vy2ygdAe3YsSuqIxzKj1Frx13p4AzSPgVqQYswjLVaC4ejaNVBQH5+Purq6rBu3TqsW7fO5P158+Zh6tSpiIqKAgCEhIQgNTUVFRUVRjXw58+fF9+3Zjlrl22J5E1gwmtaNdVY+Y5W6G6JrR6WNPc1VrsXpddaGMXniSeGmjTjAlBt5pbvwxx7fLa2FhDUhsjNzi5yqCCYqK1r7ueluTl/5H2s5Mep9flkbhhspWep0uReWklbgv38vMROyOYmMhNeF/pIaNm+dFAG+e+NsJxQntE6iVpzatVBQFBQEBYvXmzyenR0NCorKxEVFYWAgADx9VGjRiE2NhZxcXHimP56vR4HDhxAaGioOIqP1uWsXbYls7XgY+4h4QjH11haYzqPo1xj+XFIr3V4eJDZpllpk7FQgw5YN/W7PT5bWwsIakPkKk00RkTNpymfl0qjkWlJaVEbKEBpXXNzx2gdBlvap8Da55T8mIV+X5bG59c6DKnauUj/VSrPCPtw1AqYFh0E7N27F+Xl5WK6TXJysvj/kZGR8Pb2xsiRI03W27NnDwCYvBcaGopRo0Zh8+bNKC4uRkBAAOLj45Gbm4sFCxZYvZy1y7ZkthZ8rH1I2Ko1FrodjaNcY3sXwrOzizTPymsvthYQ1AIg5YnGiKi5NOXzUmkEHXPPmPT0mzhy5CK6dfPCU0+ZDrspHYghJeUagNuFbsD2ITIbEhjJ92VuqHNz+xQCptTUTBQVVSAuLg3h4T0xffoIxT4DSucoLc80d4uPJS06CIiNjUVubq74d1JSEpKSkgAADz74IDw8PKze5qJFixAdHY2DBw+irKwMwcHBePPNNzFo0CCblrN22ZbMlhQGRyk4Utti6V6V/jDExCT/9qr5WXntydbvhdp6/J4RtV1KgwUotXoKz4jY2BOqw3YK60qH1ARgti8VYP6ZK31Pa+dcS7Q+85RSoQ4cOIPq6hq4u3fAjRuF0OlKzQ4/qmWfjloB06KDgPXr19u03vvvv6/6nqurK+bOnYu5c+ea3YbW5axdtiVz9IiXSKB1SM76Wi4njB8fJg4fSkTUUggFbGHcfjmlZ6HQmdVcp1YtIwFZ2o+W95qaNGCKiAjCyZOZaMiMv45eAdOigwByLI6SE05kidZ7tSE5qkREzc1SvzulZ+FTT42wOKyl0ihD5qg9cxvSGbgxyM9Lfh2aexQ8e2MQ4MAWLVoEZ2dno9cmT56MyZMnN9MRmefoES+RQOu9ysCWiFoyS/3uLD0L7VXoVdtPS6hoMTerckvHIMCBffLJJw4/WRhRa8bAlohasoY+w7QWem0NFlpCRYv0GrSE47UGgwAiIiKiVkCpMG5LAV06h490BnY1ts5J0hIqWqQF/5ZwvNZgEEBERETUCijV3NuSwiKsM25cmKYRexxxTpLGTmVqjH01NQYBRERERK2AuYm+rElhsXYdR5yTpDHy99UK+y21rwCDACKiVqQhTf8trRaLiIwp1VrbksJi77lKBE35rGmM/H21wn5L7SvAIICIqBVpSNO/NesQEVmrKZ81jZG/r1bYb6l9BRgEEBG1Ik3R9E9EZIuW+KyRt160xMK+GgYBREStSFM2/RMRWaMlPmtac0spgwAH1tImCyMiIiJqTVpi64VWDAIcGCcLIyIiImo+LbH1Qitny4sQEREREbVcKSnXsHr1j0hJudbch+Iw2BJARERERK1aa87ttxWDACIiIqI2qq3ME9Kac/ttxSCAiIiIqI1qKzXkrTm331YMAoiIiIjaKNaQt10MAoiIiIjaqIbWkLeVdKLWiEEAEREREdmkraQTtUYMAhwYJwsjIiIiR8Z0opaLQYAD42RhRERE5MjY4bbl4mRhDk6v12Pr1q3Q6/XNfSitGq9z4+M1bny8xo2P17hp8Do3Pl7jxufo15hBgIPT6/X46quvHPYGai14nRsfr3Hj4zVufLzGTYPXufHxGjc+R7/GDAKIiIiIiNqYFtsnoLKyErt27UJ6ejrS09NRVlaGhQsXYvz48UbLXb16FV999RUuXryIwsJCdOjQAUFBQZg2bRpGjBhhst2LFy/iyy+/xNmz9T3dQ0NDMWfOHPTu3dtouaysLERHR+PMmTMoLS2Fv78/xowZgyeeeAJubm5Gy+r1emzZsgUHDx5EWVkZgoODMWvWLAwdOtTOV4WIiIiIyLIW2xJQUlKCbdu2ITMzEyEhIarL6XQ6VFZW4qGHHsIf/vAH/P73vwcAvPvuu4iLizNa9uLFi3jttddw8+ZNzJw5E7///e+RlZWFv/3tb7h+/brRNhctWoTz589j8uTJiIqKwoABA7B161Z89NFHJsewcuVK7N69G2PGjEFUVBScnZ2xdOlSnD592k5Xg4iIiIhIuxYbBPj6+mLz5s3YsGED5syZo7rcXXfdhaVLl2LmzJl4+OGHMXXqVCxfvhwhISHYvXu30bJbtmyBq6srVqxYgSeeeALTpk3DihUrYDAYsHnzZnG5gwcPory8HG+++SaeeuopTJo0CS+99BLGjRuHo0ePoqysTFw2PT0dhw8fxrPPPou5c+di0qRJWL58Obp27YpNmzbZ+7KY9e2333I7jczRzsnRtmMvjnRejnQs9uRo5+Vo27EHRzsnR9uOvbTG73lrvMaOtp3Weo2lWmwQ4OLiAh8fH5vWbdeuHfz8/FBeXm70+unTpxEeHo5OnTqJr/n6+mLgwIE4duwYKisrAQAVFRUAgM6dOxut7+PjA2dnZ7RvfzvLKjExEc7Ozpg0aZL4mqurKyZMmIBz585Bp9PZdA62cKQvlyNuxx4c7ZwcbTv24kjn5UjHYk+Odl6Oth17cLRzcrTt2Etr/J63xmvsaNtprddYqsUGAda6desWiouLkZ2djd27d+P48eMIDw83Wkav16NDhw4m63bo0AE1NTW4evUqAGDw4MEAgM8++wyXL1+GTqdDQkICvv/+e0RGRhr1Cbh8+TICAwNNxvvv378/ACAjI0P1mCsqKsSAQ/h/pf8ctdc5ERERETmmFtsx2Frr168X+wA4Oztj5MiR+OMf/2i0TM+ePXH+/HnU1taiXbt2AOoDg/T0dABAfn4+AGD48OGYNWsWYmJicPToUXH96dOnY/bs2UbbLCgoUGyxEF4TtqlEmuZkLuVp5syZePrpp1XfJyIiIiKSajNBwNSpUzFq1CgUFBQgISEBdXV1JjXojz76KD7//HP87//+L5588kkYDAZs374dhYWFAIDq6mpx2a5du2LQoEG477774OXlhV9++QU7duyAj48PIiMjxeWqq6vh4uJicjyurq4m25TbuHEjgPoAYOPGjaqzByttn4iIiIhITZsJAnr16oVevXoBAMaNG4e///3vePfdd/Hxxx/DyckJAPDII49Ap9MhNjYW8fHxAIC+ffti2rRpiImJEdN8Dh8+jNWrV2Pt2rXw8/MDANx3332oq6vDpk2b8MADD4j9ClxdXRXTdYTCvxAMSBkMBqvOTa/Xa0oJqqurE9OLGqI1bkeadtXcx9Jat2Ova2yv47HXdhzpWFrrNXak7fAaN812HO06O9K1sdd2HO0aO9p2WvI1FpazVJ50Mlhb4nRAFy5cwKJFixTnCVATFxeHNWvW4J///Cd69uxp9F5ZWRmuXr0KDw8PBAcHY/PmzdixYwfWrFmDoKAgvP7666irq8OHH35otF5SUhLee+89vPvuu4iIiAAA/P3vf0d+fj4+//xzo2VTUlLwxhtv4O9//7vJfAV5eXlm03+IiIiIiMzZuHGjWFmtpM20BMgJNfFKUZWnpycGDhwo/n3y5En4+fmJwUJRURE8PT1N1qupqQEA1NbWiq+FhIQgNTUVFRUVRuk858+fF9+X8/X1xcaNG9GxY0exlYKIiIiIyBKDwYDKykr4+vqaXa7VBwFFRUUmQ3nW1NQgPj4erq6uYoqQmoSEBFy4cAFz586Fs3P9YEo9evTAiRMncOPGDQQGBorLHj58GM7OzggODhZfGzVqFGJjYxEXF4dp06YBqE/fOXDgAEJDQ+Hv72+yT2dnZ7ORGxERERGRGg8PD4vLtOggYO/evSgvLxdH2ElOThb/PzIyEh4eHlizZg0qKiowaNAg+Pr6oqioCIcOHcL169fx/PPPo2PHjuL2Tp06hW3btmHo0KHw8vLC+fPnceDAAQwbNgxTp04Vl5s2bRqOHz+O119/HZMnT4aXlxeOHTuG48ePY+LEiejSpYu4bGhoKEaNGoXNmzejuLgYAQEBiI+PR25uLhYsWNBEV4qIiIiI6LYW3Sfg+eefR25uruJ7X3zxBbp164bDhw9j//79uHLlCkpLS9GxY0f07dsXkZGRuOeee4zWyc7Oxj//+U9cunQJlZWV6NatG8aNG4fHH3/cZASe9PR0bN26FZcvX0Zpaam47JNPPikOLyqorq5GdHQ0Dh06hLKyMgQHB2PWrFkYNmyYfS8IEREREZEGLToIICIiIiIi67XodKCWprKyErt27UJ6ejrS09NRVlamOKLR1atX8dVXX+HixYsoLCxEhw4dEBQUhGnTppmMJATU9zHYsmULDh48aNTSMHTo0KY6NYfRGNc4LS0NixcvVtzfihUrMGDAgEY7H0el9TrLbd++HdHR0QgKCsKaNWtM3ue9fFtjXGPey8a0XmNrrxvvY2ONcZ15Lxuz9nlx8eJFfPXVVzhz5gyqq6vRvXt3PPzww0apzwDvZanGuMbNfR8zCGhCJSUl2LZtG/z9/RESEoK0tDTF5XQ6HSorK/HQQw/B19cXVVVVOHLkCN599138+c9/xqRJk4yWX7lyJRITEzF16lT06NEDP/74I5YuXYrly5cbjXLUFjTWNQaAKVOmoF+/fkavBQQENMp5ODqt11kqLy8PO3bsEOfbUMJ7+bbGusYA72WBtddY63XjfWyssa6ztcu2ZtZc419//RXvvvsu+vTpgxkzZqBjx47Izs4W+1RK8V6+rbGuMdCM97GBmkx1dbWhoKDAYDAYDOnp6YbIyEjD/v37Na1bU1Nj+J//+R/DCy+8YPT6+fPnDZGRkYadO3eKr1VVVRmioqIMf/nLX+x38C1EY1zj1NRUQ2RkpOG///2v3Y+3pbLlOn/wwQeGxYsXG15//XXDiy++aPI+72VjjXGNeS8b03qNrbluvI9NNcZ15r1sTOs1Li8vN8yaNcuwfPlyQ21trdlt8l421hjXuLnvY+fGDzNI4OLiAh8fH5vWbdeuHfz8/FBeXm70emJiIpydnY1qrl1dXTFhwgScO3cOOp2uQcfc0jTGNZaqqKgwmgeirbL2Op86dQqJiYmIiopSXYb3srHGuMZSvJdte15Yum68j001xnW2ddnWSus1/umnn1BUVITZs2fD2dkZt27dQl1dneKyvJeNNcY1lmqO+5jpQA7s1q1bqKqqQkVFBY4ePYrjx49j9OjRRstcvnwZgYGBRhORAUD//v0BABkZGYpzEVA9LddYsGrVKlRWVsLZ2RkDBw7EnDlzTJrvyFRtbS3Wrl2LiRMnGs2hIcd72XZar7GA97JttFw33scNZ839yXvZOidPnoS7uzvy8/OxfPly3LhxA25ubhg7dizmzZsHV1dXcVney7ax5hoLmus+ZhDgwNavX4+4uDgA9ROIjRw5En/84x+NlikoKFCMTIXX1PLPqJ6Wa9y+fXvcd999uOuuu9CpUydcu3YNsbGxeP311/Hhhx+iT58+zXHoLUZcXBx0Oh2WLVtmdjney7bTeo15L9vGmuvG+9h21lxn3su2ycrKQm1tLZYtW4YJEybg2WefRVpamjjv0quvviouy3vZNtZc4+a+jxkEOLCpU6di1KhRKCgoQEJCAurq6qDX642Wqa6uNpnDAIAYaVZXVzfJsbZUWq5xWFgYwsLCxL/vuecejBo1Cv/zP/+DzZs3Y+nSpU192C1GSUkJtmzZghkzZsDb29vssryXbWPNNea9bBtrrhvvY9tZc515L9tGaP1+5JFH8MILLwAA7rvvPtTU1CAuLg7PPPMMevToAYD3sq2sucbNfR+zT4AD69WrFyIiIjBu3Di89dZbqKysxLvvvguDZGoHV1dXk0IrcPvLqdTsRLdpucZKevTogXvvvRepqaltPhfVnOjoaHh6eiIyMtLisryXbWPNNVbCe9k2ateN97F9WXN/8l62TLj/HnjgAaPXx4wZAwA4d+6c0bK8l61nzTVW0pT3MYOAFmTUqFG4cOECbty4Ib7m6+uLwsJCk2WF17p06dJkx9caKF1jNX5+fqipqUFVVVUTHFnLk5WVhX379mHKlCkoKChATk4OcnJyoNfrUVtbi5ycHJSWlorL8162nrXXWA3vZdsoXTfex/Znzf3Je9k8X19fAEDnzp2NXhdaEcvKyoyW5b1sPWuusZqmuo+ZDtSCCNF3RUWF+FpISAhSU1NRUVFh1Hnn/Pnz4vukndI1VnPz5k24urpaHJO9rcrPz0ddXR3WrVuHdevWmbw/b948TJ06VRzNhvey9ay9xmp4L9tG6brxPrY/a+5P3svm9e3bFydPnkR+fj569uwpvl5QUAAA6NSpk/ga72XbWHON1TTVfcyWAAdUVFRk8lpNTQ3i4+Ph6uqKXr16ia+PGjUKdXV1YudWoH6GvwMHDiA0NJQ991VYc42Li4tNls3IyEBycjKGDh0KZ2d+jZQEBQVh8eLFJv8FBQXB398fixcvxoQJE8TleS9bz9przHvZNtZcN97HtrPmOvNets39998PANi/f7/R6z/88APatWuHwYMHi6/xXraNNde4ue9jtgQ0MaF3uNCrPjk5Wfz/yMhIeHh4YM2aNaioqMCgQYPg6+uLoqIiHDp0CNevX8fzzz+Pjh07itsLDQ3FqFGjsHnzZhQXFyMgIADx8fHIzc3FggULmuUcm5u9r/GHH34IV1dXDBgwAJ07d8a1a9ewb98+dOjQAf/v//2/ZjlHR2DpOnt7e2PkyJEm6+3ZswcATN7jvWzK3teY97IpLc8La64b72Nl9r7OvJdNabnGffr0wYQJE7B//37U1tZi0KBBSEtLQ2JiIp566imjFB/ey6bsfY2b+z52MljqAUl29fzzzyM3N1fxvS+++ALdunXD4cOHsX//fly5cgWlpaXo2LEj+vbti8jISNxzzz0m61VXVyM6OhqHDh1CWVkZgoODMWvWLAwbNqyxT8ch2fsa79mzBz/99BOys7NRUVEBb29vDBkyBDNnzhR7+LdFWq6zkr/97W8oKSnBmjVrTN7jvWzM3teY97IpLdfY2uvG+9iUva8z72VTWp8XNTU12LFjBw4cOICCggL4+/tj8uTJeOyxx0zW471szN7XuLnvYwYBRERERERtDJPmiIiIiIjaGAYBRERERERtDIMAIiIiIqI2hkEAEREREVEbwyCAiIiIiKiNYRBARERERNTGMAggIiIiImpjGAQQEREREbUxDAKIiIiIiNqY9s19AETUtkyZMsWq5bt27Yr169fjb3/7G06dOmU0NXtrdevWLZw4cQLHjh3DmTNnkJubC2dnZwQEBOC+++7D448/jo4dO2ra1htvvIGUlBQAwMaNG+Hn52f0flpaGhYvXqy6fmhoKD766COL+zl16hQWL14Mg8GACRMmYMGCBYrLpaenY9euXTh79iyKi4vh5uaGO+64AxMmTMBDDz0EJycno+UPHDiAX3/9FRkZGSgqKsKtW7fQqVMnDBgwAI899hjuvPNOxWM5ePAgLl68iIKCApSVlcHNzQ0hISEYP348xo4da7Ifc+T37Ouvv45Ro0aJf3/66aeIj483Wc/d3R29evXCmDFj8Oijj6Jdu3Ym57Zq1SqMGzcOL7/8ssn6169fx5IlS1BQUIBJkybhxRdfhJOTk/hdeO+99zB48GBxeeF1gbOzMzp27IhOnTohODgY4eHhePDBB+Hh4aH53LUQzl9+PI5mwYIFyMjIEP+eOXMmnn766WY8IqLmxSCAiJrUuHHjTF47e/YssrOzERISgpCQEKP3OnXq1FSH5jB++uknrF69GgDQq1cvjBgxApWVlTh79iy2bt2Kw4cP4/3330fnzp3NbufAgQNISUmBk5MTDAaD2WUDAgIQFham+Loler1ePF5zEhMT8eGHH6Kurg59+vTBnXfeiZKSEpw+fRpnzpzByZMn8Ze//MVonW+//RYZGRm44447cOedd8LFxQU3btzAkSNHkJSUhD/96U945JFHjNY5evQofvjhBwQGBqJ3797w9PREfn4+Tp8+jbS0NBw/fhyvvvqqxeOVcnNzw3333QegPjBVEhYWJl6vuro65Obm4ty5czh//jyOHz+Ot956S3PwkZmZiSVLlqCwsBCPPvoo/vjHP2ped9iwYeK9UVlZiby8PBw7dgxJSUn497//jT/84Q8YP368pm21JiNGjEBISAiys7Nx9uzZ5j4combHIICImpRSjeenn36K7Oxs3Hvvvao1cy+//DKqqqrQpUuXxj7EZte+fXs8/PDDeOyxx9CrVy/x9YKCAixduhSXL1/G//3f/5ktyBYXF2PDhg0YOnQobty4gdzcXLP7DAsLU/xstNi+fTuysrIwYcIE/PDDD4rL1NbW4l//+hfq6urwyiuv4MEHHxTfy8zMxGuvvYaffvoJEydOxJAhQ8T3/vjHP6JXr15wd3c32t7Ro0fx3nvv4YsvvsB9990Hb29v8b0JEybg8ccfN7lXsrKy8Le//Q2HDx/GmDFjMGLECM3n2KlTJ4vXZ+LEiSaF6wsXLuD111/H8ePHkZSUJAYS5ly7dg1LlixBUVERpkyZgj/84Q+ajxMAfve735nUyJeXl+Obb77B9u3bsWrVKtTW1uLhhx+2arst3axZswDUB8cMAojYJ4CIWoiuXbuiV69eaN++9dddPPTQQ5g/f75RAAAAvr6++NOf/gQASEpKgl6vV93G//3f/6GqqkpcvrFcvXoVO3fuxIQJExRbEgTXr19HUVERAgMDjQIAoL61Q3jtwoULRu+FhoaaBAAAcM8992Dw4MGorq7GuXPnjN4LCgpSDBZ79OiBRx99FACQmpqq5fQarF+/fmLq0OnTpy0uf/XqVTEAePzxx60OANR4eHjg6aefxksvvQQAWLduHQoLC+2ybSJqmVr/rykRtQpqfQKmTJmCrl27Yt26ddixYwfi4+ORn5+Prl274sknnxRrZlNSUrB9+3ZcvHgRzs7OGDFiBObNm6eYblRbW4t9+/YhPj4e165dQ21tLQIDA/HQQw8hMjLSJLe7KQUHBwOoT8EpLS2Fr6+vyTLHjx/HTz/9hFmzZmlK57GVwWDAmjVr4OHhgeeeew5Hjx5VXdbFxUXTNr28vDTvX/gcrAkMbVmnoYRWitraWrPLCQFAcXExpk2bhjlz5tj9WMaOHYu4uDicOXMGP/zwA2bMmKF53f379+M///kPbty4AXd3dwwbNgzPPfec6vKnT59GQkICTp8+DZ1OB71eD39/f9x777343e9+B09PT3HZxMRE/OMf/8ADDzyg2sK1evVq7Nu3DwsXLhS/18XFxYiNjUVycjJ0Oh2cnZ3RuXNnhIaGIjIyEv3799d8fkRtDYMAImoVPvjgA6SmpmLw4MHo3r07Tp06hVWrVgEAOnbsiBUrViA0NBTDhg3DuXPncPDgQeTk5OAf//iHUa51VVUV3nnnHaSmpsLLywuhoaFwdXVFeno6vvjiC7EjrbNz8zSk5uTkAKgvxCoVmG/duoXPP/8cPXv2xLRp0zRvNzs7G//+979RWlqKTp064c4778SwYcPMnud3332Hs2fP4uWXX7ZYeO/WrRsCAgJw48YNHDp0yCQd6NChQ/D09MTIkSM1HW9KSgpSU1Ph6emJ0NBQTevodDp8//33AIC77rpL0zr2cPHiRQAwadmRysjIwBtvvIGSkhI89dRTePbZZxvteB544AGcOXMGqampmoOATZs2YefOnWjfvj0GDx4Md3d3/Prrr0hLSzPpxyPYuHEjMjIyxE7J1dXVuHz5Mnbu3Iljx47ho48+Eju433PPPfDx8UFSUhJKSkpMgvPKykocPnwY7u7uuP/++wEAFRUVeOWVV5CTkwM/Pz9ERESgXbt20Ol0SEhIQPfu3RkEEJnBIICIWrzc3Fx07NgRa9euFWtdU1NTsWTJEnz55ZfQ6/VYsmQJ7r77bgD1hYdXX30VZ86cQVpamlEO+oYNG5CamorRo0fjz3/+sziSSkVFBVasWIGjR49i3759Jp1Rm8qePXsA1Hf+VKpd37JlC3Jzc/Hee+9prn0H6jtny/Okg4OD8be//Q09evQwWT4/Px+bN2/GkCFDFDt7y7Vr1w4vvfQS3nnnHXz88cfYvXs3evTogeLiYpw+fRq9evXCSy+9pBpMHDhwAGlpadDr9cjOzsbFixfh4eGBV1991ahGWercuXP4/vvvUVdXh4KCApw5cwZ1dXWYNWsWBg0apOGq2K62thY6nQ579+7FqVOn4Ofnh7Fjxyoue+PGDSxZsgSlpaWYMWOGmLveWIRC+/Xr1zUtf+7cOezatQseHh5Yvnw5+vTpA6C+YL5s2TIkJycrrvf73/8eYWFhRqMR6fV6rF27Fvv27cPu3bsxc+ZMAPVB7fjx47Fjxw4cPHgQjz32mNG2Dh8+jMrKSjzyyCNwc3MDABw5cgQ5OTm45557TALz4uJiFBUVabsgRG0U+wQQUasQFRVl1Dl0yJAh6N27NwoKCjB8+HAxAADqh24UOkVKh1QsKirCDz/8AD8/PyxcuNCo8OLu7o4FCxagffv2+O6775rgjEz98ssv2L9/P9q3b69YULx48SL27NmDcePGaR6q0d3dHdOmTcNHH32ErVu3YuvWrVi2bBlCQ0Nx5coV/P3vf0d5ebnJev/6179QXV1tVZ+DO++8E++//z66d++OS5cuISEhAampqXByckJERAS6d++uuu6ZM2cQHx+PhIQEXLx4EV5eXliwYAGGDRumuk52djbi4+Nx6NAhpKamoq6uDk8//bRVLSTWWLVqFaZMmYIpU6bg8ccfR1RUFL755huMGTMGH330kWLfBgA4f/48SktL0b9//0YPAIDbI26VlZVpWv7777+HwWDAlClTxAAAqG9he+GFF1RHLbrrrrtMhiN1cXFBVFQU2rVrZ5I+NmnSJDg7O2Pfvn0m29q/fz8AGHVmLi4uBlD/XZe3WHl7e+OOO+7QdH5EbRVbAoioxWvfvr1izW737t1x+fJlDB06VPE9oH7EHUFaWhpqamowfPhwdOjQwWQdHx8f9OjRA1evXkVVVZXiMo0lMzMTH3/8MQwGA+bMmWOSglFbW4vPPvsMHh4emDt3rubt9unTx6hgBwDh4eEYNGgQlixZgtOnT+O7777DU089Jb5/5MgR/Pzzz/j973+Pnj17at7XTz/9hFWrViE0NBSvvvoqgoKCUFBQgF27dmH37t1IS0vDihUrFFswFixYgAULFqCyshI3btzAzp078f777+Phhx/G/PnzFfc3duxYjB07Fnq9Hrm5uYiPj8e2bdtw7NgxvP3226otCLaSDhEKAIWFhbh48SL++9//wtPTUyz8yvXu3RtZWVlIT0/Hpk2bzObZ24Ol4WLlhA7NDzzwgMl7QUFBCAkJweXLlxXXzc/PR3JyMq5fv46KigrU1dUBqP/OZmVlGS3btWtXDBs2DL/88gvOnj0rdjS/cuUKzp8/j759+xrdq3379gUA7Nq1C507d8Zdd92lGmgRkSkGAUTU4nXu3FmxcCWkDSiNFCPkIktH2BGG0dy3b59ibaRUWVmZ2SBAGKJTbuLEiRg4cKDZbcvl5+fj7bffRllZGR5//HFMnTrVZJk9e/bg8uXLWLBggVGLiK3atWuHJ598EqdPn8avv/4qBgEVFRVYu3YtevTogenTp2veXlZWFlauXAlvb2+8+eab4vXv0aMH5s+fj4KCAhw7dgz79+8XR/BR0rFjR/Tt2xevvfYa9Ho99u3bh6FDhxpN3iXn4uKCwMBAzJ49G15eXli/fj22bNmCF154QfPxa6E0RKiQRvbtt9/C09NTsaY/ODgYc+bMwTvvvIOdO3eiY8eOVnXYtVZJSQkA7Z2whUDZ399f8f2uXbsqBgG7d+/Gv//9b9TU1Gg+tkceeQS//PIL9u3bJwYBwndRPqRpeHg4HnvsMezZswcrVqxAu3bt0KdPH0RERGDChAlmW5aIiEEAEbUCljrpau3EK9RS9u7dWxyFR42l0WVu3bqlOIvs4MGDrQoCSktL8fe//x25ubkYP368ai1/cnIynJyc8OOPP5rsVxgK8h//+AdcXFzwu9/9DsOHD7e4b6EvgHQoyUuXLqGgoABdu3bFm2++qbifX375BX/729/g4+ODv/71rwDqc7pramowbNgwxdmO77//fhw7dgynT582GwRIPfjggzh69CiOHj1qNgiQGjt2LNavX4+ff/7Z7kGAEnd3dzz33HP45ZdfsHfvXtV0n4iICLz22mt4//33ER0djY4dOyoGe/YgFNjNdVRuqHPnzmH9+vXw8PDA/PnzMXjwYPj4+IitPP/v//0/o1Y4wfDhw+Hn54f//ve/+MMf/oD27dvj0KFD6Nixo2JLxLx58zBp0iQcPXoUJ0+exNmzZ8VZqf/yl79ovi+I2iIGAUREv/Hz8wNQn7ve0AJit27d8J///KdB26isrMTbb7+NzMxMjBw5EvPnzzc7a6zBYDA7Fv358+cB1M9DoIWQM67U4pGbm6s6AVlhYSEKCwuNZtbNy8sDAJMccYHwutY8deB2bruQG66Fp6cnnJ2dxdrwpiAMaVteXo7i4mLVlpp77rkHL7/8Mj755BN88cUXcHd3b5SZfRMSEgDAqEO8OT4+PsjNzYVOp1MMHJTug59//hkAMHv2bJP7raqqSnWOgnbt2uHhhx/Gli1bcOjQIbi7u6OsrAwTJ05UTfXp2bMnevbsiSeffBLV1dXYu3cvNm7ciH/+858MAojMYBBARPQboYNhcnIynn/++WadmEyv12PZsmVIT0/HsGHD8Oqrr5qdn+D9999Xfe/5559Hbm4uNm7cKAY6Whw5cgQAjPKwBw8erBrcHDhwAKtWrcKECROwYMECo/d8fHwAmE4GJhBelwYOlgiduq2ZC0EYIagpU0WEYV2dnJws9iMZM2YMbt26hdWrV+Ozzz6Dm5ubOCSmPcTHx+Ps2bPo0KEDJk6cqGmdgQMHIjc3F//973/F0XwEmZmZyMjIMFlHCOaUUvESExPN9kuYOHEitm3bhn379okFf62zG7u6umLatGn45ptvUFBQgKKiInTu3FnTukRtDUcHIiL6TZcuXTBhwgTk5uZixYoVirWVWVlZSExMbNTjqK2txYoVK5CamoqBAwfib3/7m1XDfVrjm2++gU6nM3rNYDDg+++/xzfffAMnJyfN6Tnm3HPPPQAgdjSWOnfuHL755hsAMKq5zczMREJCgsnMyAaDAYcPH8bOnTvh5ORkMkTprl27FFsU0tPT8dlnnwFAo9SwK6moqMDGjRsBAIMGDRL7qZjz8MMPY968eairq8PHH3+MX375pcHHUV5ejq+++kqcO+OPf/yj5r4jwnC433zzjVGB/9atW1i3bp1igV5IJdu/f79Rn4Br165h06ZNZvfn6+uLESNG4PLlyzh16hSCg4MVx/tPSkoymS0aqB8lq6ioCB07dlRteSIitgQQERmJiopCTk4Ojhw5gl9//RUhISHw9/dHVVUVrl27huzsbNxzzz2Nmmbw7bffIikpCUB9yss///lPxeXmzp3b4E7Ae/bswYYNG9CnTx9069YNer0eV65cQU5ODpydnfGHP/xBHIWlIfr27YsnnngCsbGx+Oc//4lvv/0WvXr1QkFBAc6fP4+6ujo8/PDDiIiIENcpKirChx9+CA8PD/Tp0wc+Pj4oLy/HtWvXkJubC2dnZzz//PMmBcSNGzfiyy+/RJ8+fdC1a1fU1NTg5s2bYgH2/vvvb5R8+x9++AFpaWlGx3/hwgVxArY//vGPmrf12GOPobKyElu2bMH777+Pt99+22TYV7XUsK+//hoHDhwAUF9Qz8/Px6VLl1BTUwN3d3e88MILmuZ2EISFhYmf3aJFizBkyBC4u7vj1KlTcHFxwYgRI0zmChg/fjx2796N5ORk/PGPf0S/fv1QVlaGU6dO4Z577sGFCxdU08mA+sBD+A5MmjRJcZlTp05hz5496NKlC3r37g13d3cUFBTg9OnT4nCwjRU8E7UGDAKIiCQ6dOiAt99+Gz/99BN+/PFHZGRk4MKFC+jUqRO6du2KsWPHKnZQtCdpLbZQEFLy9NNPNzgIePzxx3HixAlcu3YNmZmZqKmpga+vLx588EFMmTLFrjOuzp07F2FhYfj+++9x8eJF3LhxAx07dsSgQYMwceJEjBkzxmj5oKAgPPPMM0hLS0NWVhbOnj0LJycn+Pn5YcKECXj00UcVA5QXXngBqampyMjIwNWrV1FTUwNvb2/cc889eOihhzTPSmwt+YRrrq6u6NatGx566CFMmzZNTInS6ve//z0qKyuxa9cuvPvuu3j33XcRGhoqtoyotSr8+uuvAOo7xHfs2BFeXl64++67ER4ejrFjx9o0jObcuXMRGBiIvXv3Ii0tDR4eHoiIiMBzzz2HzZs3myzfqVMnfPLJJ9i0aRNOnTqF5ORkdOvWDc888wyeeOIJ/OEPfzC7v4EDB6J9+/ZwdnY2uS8EDz30EJydnXH69GlcuHAB5eXl8PHxwV133YWpU6ciPDzc6vMkakucDNYOGExERNSGTJkyBV27dsX69eub+1AA1He2LSoqQnR0tF2Gg3VEP/30Ez766COMGzcOL7/8sl23LfRdmTlzJp5++mm7bpuoJWFLABERkQUlJSX49NNPAQCRkZHo169fsxxHQkICioqK0KtXr1YbANTU1GDnzp0AgMmTJ9ttu9HR0dDpdMjOzrbbNolaMgYBREREFkjnfRgxYkSTBwHr16/HxYsXcebMGQAwGaWnNTh69Ch+/vlnpKen49q1a7j33nvtmo6WnJysOJIRUVvFdCAiIiIH9/zzz6O4uBjBwcGYNm0a7rvvvuY+JLvbunUrvvrqK3h6emL48OF44YUXNM9qTETWYxBARERERNTGcJ4AIiIiIqI2hkEAEREREVEbwyCAiIiIiKiNYRBARERERNTGMAggIiIiImpjGAQQEREREbUxDAKIiIiIiNoYBgFERERERG3M/wfJbGz+OvDtgQAAAABJRU5ErkJggg==","text/plain":["<Figure size 848.5x400 with 1 Axes>"]},"metadata":{"image/png":{"height":378,"width":769}},"output_type":"display_data"}],"source":["TIC = 'Kepler-442'\n","available_data_all = lk.search_lightcurve(TIC)\n","available_data_all\n","sector_data = lk.search_lightcurve(TIC)\n","lc = sector_data.download()\n","lc.plot(linewidth = 0, marker = '.', color = 'midnightblue', alpha = 0.5)"]},{"cell_type":"code","execution_count":null,"metadata":{"cell_id":"34ea2ab166984a899ccd79b80da63dae","deepnote_cell_type":"code","deepnote_to_be_reexecuted":false,"execution_millis":69,"execution_start":1722660474079,"source_hash":null},"outputs":[{"data":{"text/plain":["<AxesSubplot: xlabel='Time - 2454833 [BKJD days]', ylabel='Normalized Flux'>"]},"execution_count":43,"metadata":{},"output_type":"execute_result"},{"data":{"image/png":"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","text/plain":["<Figure size 848.5x400 with 1 Axes>"]},"metadata":{"image/png":{"height":376,"width":756}},"output_type":"display_data"}],"source":["lc_stitched = lc.normalize()\n","lc_stitched.plot(color = 'gold', lw = 0, marker = '.')"]},{"cell_type":"code","execution_count":null,"metadata":{"cell_id":"efa04ec5e119436aaa186f7e985b4405","deepnote_cell_type":"code","deepnote_to_be_reexecuted":false,"execution_millis":9523,"execution_start":1722660495524,"source_hash":null},"outputs":[{"data":{"text/plain":["<AxesSubplot: xlabel='Time - 2454833 [BKJD days]', ylabel='Normalized Flux'>"]},"execution_count":44,"metadata":{},"output_type":"execute_result"},{"data":{"image/png":"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","text/plain":["<Figure size 848.5x400 with 1 Axes>"]},"metadata":{"image/png":{"height":376,"width":756}},"output_type":"display_data"}],"source":["%matplotlib inline\n","bin_time = 15/24/120\n","lc_collection_binned = lc_stitched.bin(bin_time)\n","lc_collection_binned.plot(color = 'green', lw = 0, marker = '.')"]},{"cell_type":"code","execution_count":null,"metadata":{"cell_id":"b1201ff6d2274c7bb12db77c438315e3","deepnote_cell_type":"code","deepnote_to_be_reexecuted":false,"execution_millis":1082,"execution_start":1722660505642,"source_hash":null},"outputs":[{"data":{"text/plain":["<AxesSubplot: xlabel='Time - 2454833 [BKJD days]', ylabel='Normalized Flux'>"]},"execution_count":45,"metadata":{},"output_type":"execute_result"},{"data":{"image/png":"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","text/plain":["<Figure size 848.5x400 with 1 Axes>"]},"metadata":{"image/png":{"height":394,"width":791}},"output_type":"display_data"}],"source":["%matplotlib inline\n","bin_time = 15/input_1/2\n","lc_collection_binned = lc_stitched.bin(bin_time)\n","lc_collection_binned.plot(color = 'red', lw = 0, marker = '.')"]},{"cell_type":"markdown","metadata":{"cell_id":"a8419c6640a842ccaf67b2c7464366cf","deepnote_cell_type":"text-cell-h1","formattedRanges":[]},"source":["# Kepler-186f"]},{"cell_type":"code","execution_count":null,"metadata":{"cell_id":"67d49401c7674dc79919a762c559f46e","deepnote_cell_type":"code","deepnote_to_be_reexecuted":false,"execution_millis":510,"execution_start":1722660794626,"source_hash":null},"outputs":[{"name":"stderr","output_type":"stream","text":["/root/venv/lib/python3.9/site-packages/lightkurve/search.py:424: LightkurveWarning: Warning: 66 files available to download. Only the first file has been downloaded. Please use `download_all()` or specify additional criteria (e.g. quarter, campaign, or sector) to limit your search.\n","  warnings.warn(\n"]},{"data":{"text/plain":["<AxesSubplot: xlabel='Time - 2454833 [BKJD days]', ylabel='Flux [$\\\\mathrm{e^{-}\\\\,s^{-1}}$]'>"]},"execution_count":48,"metadata":{},"output_type":"execute_result"},{"data":{"image/png":"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","text/plain":["<Figure size 848.5x400 with 1 Axes>"]},"metadata":{"image/png":{"height":376,"width":769}},"output_type":"display_data"}],"source":["TIC = 'KOI-571.05'\n","available_data_all = lk.search_lightcurve(TIC)\n","available_data_all\n","sector_data = lk.search_lightcurve(TIC)\n","lc = sector_data.download()\n","lc.plot(linewidth = 0, marker = '.', color = 'midnightblue', alpha = 0.5)"]},{"cell_type":"code","execution_count":null,"metadata":{"cell_id":"301bc1146eaa4580867a08ce453ee566","deepnote_cell_type":"code","deepnote_to_be_reexecuted":false,"execution_millis":33,"execution_start":1722660819074,"source_hash":null},"outputs":[{"data":{"text/plain":["<AxesSubplot: xlabel='Time - 2454833 [BKJD days]', ylabel='Normalized Flux'>"]},"execution_count":49,"metadata":{},"output_type":"execute_result"},{"data":{"image/png":"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","text/plain":["<Figure size 848.5x400 with 1 Axes>"]},"metadata":{"image/png":{"height":376,"width":756}},"output_type":"display_data"}],"source":["lc_stitched = lc.normalize()\n","lc_stitched.plot(color = 'gold', lw = 0, marker = '.')"]},{"cell_type":"code","execution_count":null,"metadata":{"cell_id":"1d87e92b022e47808f13adbd50929390","deepnote_cell_type":"code","deepnote_to_be_reexecuted":false,"execution_millis":17144,"execution_start":1722660833083,"source_hash":null},"outputs":[{"data":{"text/plain":["<AxesSubplot: xlabel='Time - 2454833 [BKJD days]', ylabel='Normalized Flux'>"]},"execution_count":50,"metadata":{},"output_type":"execute_result"},{"data":{"image/png":"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","text/plain":["<Figure size 848.5x400 with 1 Axes>"]},"metadata":{"image/png":{"height":376,"width":756}},"output_type":"display_data"}],"source":["%matplotlib inline\n","bin_time = 15/24/120\n","lc_collection_binned = lc_stitched.bin(bin_time)\n","lc_collection_binned.plot(color = 'green', lw = 0, marker = '.')"]},{"cell_type":"code","execution_count":null,"metadata":{"allow_embed":true,"cell_id":"46391e251faa44919db57f75a1f05f18","deepnote_cell_type":"code","deepnote_to_be_reexecuted":false,"execution_millis":1774,"execution_start":1722660850632,"source_hash":null},"outputs":[{"data":{"text/plain":["<AxesSubplot: xlabel='Time - 2454833 [BKJD days]', ylabel='Normalized Flux'>"]},"execution_count":51,"metadata":{},"output_type":"execute_result"},{"data":{"image/png":"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","text/plain":["<Figure size 848.5x400 with 1 Axes>"]},"metadata":{"image/png":{"height":376,"width":756}},"output_type":"display_data"}],"source":["%matplotlib inline\n","bin_time = 15/input_1/2\n","lc_collection_binned = lc_stitched.bin(bin_time)\n","lc_collection_binned.plot(color = 'red', lw = 0, marker = '.')"]},{"cell_type":"markdown","metadata":{"cell_id":"992efbec97c8470d99f49b566b9872c0","deepnote_cell_type":"text-cell-h1","formattedRanges":[]},"source":["# Test"]},{"cell_type":"code","execution_count":null,"metadata":{"cell_id":"e534f4997f584418bebde997cecde4a0","deepnote_cell_type":"code","deepnote_to_be_reexecuted":false,"execution_millis":230,"execution_start":1722659336502,"source_hash":null},"outputs":[{"data":{"text/html":["SearchResult containing 1 data products.\n","\n","<table id=\"table140666769102640\">\n","<thead><tr><th>#</th><th>mission</th><th>year</th><th>author</th><th>exptime</th><th>target_name</th><th>distance</th></tr></thead>\n","<thead><tr><th></th><th></th><th></th><th></th><th>s</th><th></th><th>arcsec</th></tr></thead>\n","<tr><td>0</td><td>TESS Sector 01</td><td>2018</td><td><a href='https://heasarc.gsfc.nasa.gov/docs/tess/pipeline.html'>SPOC</a></td><td>120</td><td>150428135</td><td>0.0</td></tr>\n","</table>"],"text/plain":["SearchResult containing 1 data products.\n","\n"," #     mission     year author exptime target_name distance\n","                                  s                 arcsec \n","--- -------------- ---- ------ ------- ----------- --------\n","  0 TESS Sector 01 2018   SPOC     120   150428135      0.0"]},"execution_count":19,"metadata":{},"output_type":"execute_result"}],"source":["select_sector = available_data_all[0:1]\n","select_sector"]},{"cell_type":"code","execution_count":null,"metadata":{"cell_id":"79e5226e4d2e4ee391499239c3119d34","deepnote_cell_type":"code","deepnote_to_be_reexecuted":false,"execution_millis":488,"execution_start":1722659336526,"source_hash":null},"outputs":[{"data":{"text/plain":["<AxesSubplot: xlabel='Time - 2457000 [BTJD days]', ylabel='Flux [$\\\\mathrm{e^{-}\\\\,s^{-1}}$]'>"]},"execution_count":20,"metadata":{},"output_type":"execute_result"},{"data":{"image/png":"iVBORw0KGgoAAAANSUhEUgAAAvcAAAF/CAYAAADNdOaTAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjYuMCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy89olMNAAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOy9e5CU13km/vRtZpoJmmEwMpr5RSMWCQwMIExMKKPCRLsIKRMBZcd2keBkteXEwbJIrU12cRAhLCImNuskUsqkdnNxpdhQlitZgTyWELaMKbMhKBhxEQgcjJE8IyTC0CNp6J7p2++Pr5/zvef0+foy03OD81RJQPfX33e+c3nPe97L84by+XweDg4ODg4ODg4ODg4THuGxboCDg4ODg4ODg4ODQ23glHsHBwcHBwcHBweHWwROuXdwcHBwcHBwcHC4ReCUewcHBwcHBwcHB4dbBE65d3BwcHBwcHBwcLhF4JR7BwcHBwcHBwcHh1sETrl3cHBwcHBwcHBwuEXglHsHBwcHBwcHBweHWwROuXdwcHBwcHBwcHC4ReCUewcHBwcHBwcHB4dbBNGxbsBw8W//9m/Yt28fzp07h8HBQUyfPh2rVq3C6tWrq77u4sWLePnll3H69Gm88847mDx5MmbPno3PfOYzaGtr0+6XTqfxf/7P/8EPfvADvP/++7jnnnuwfv16LFq0aFTe28HBwcHBwcHBwcFEKJ/P58e6EUPFj3/8Y+zYsQMzZ87EAw88gHg8jrfeegv5fB6PPfZY1dd95Stfwfnz57Fs2TLcc889SCQS+M53voNUKoXdu3ejvb1dXfu1r30NR48exerVq9Ha2orvf//7+MlPfoKdO3di3rx5o9oPDg4ODg4ODg4ODsAEVu5v3ryJz33uc5gzZw42b96McNgeYVTpdQBw/vx53HvvvYjFYuqznp4efOELX8CyZcvwpS99CYBn4f/Sl76Exx57DB//+McBAIODg/jCF76ApqYmfO1rX6vhmzo4ODg4ODg4ODhUhgkbc//DH/4QiUQCn/nMZxAOh5FKpZDL5YZ8HQDMmTNHU+wBoLW1FXfffTfefPNN9dnRo0cRDofx8MMPq8/q6uqwcuVKvP7667h27VqN3tLBwcHBwcHBwcGhckzYmPtXX30VkyZNwvXr17Fz5050d3ejoaEBv/Irv4LPfvazqKurq+q6IOTzeSQSCdx9993qs5/+9Kdoa2vDpEmTtGtnzZoFALh8+TKmTZtW4zd2cHBwcHBwcHBwKI0Jq9z39PQgm83iqaeewsqVK/Fbv/VbOHPmDL7zne+gv78ff/AHf1DVdUE4fPgwrl+/jt/8zd9Un/X29mLKlClF1/Kz69evW++Vy+Xw9ttvIxqNIhQKlX3HWCxW5ElwcHBwcHBwcHC4vZDP55FMJtHS0lIyxByYwMp9KpXCwMAAHnnkEXzuc58DAHz0ox9FJpPBiy++iN/8zd9Ea2trxdfZ8Oabb+Kv/uqv8KEPfQgPPvig+nxwcNCqdNMLMDg4aL1fb28vfvd3f3dY7+3g4ODg4ODg4HB74u/+7u/wgQ98oOQ1E1a5pyK9fPly7fOPfexjePHFF/H666+jtbW14utM3LhxA//jf/wPTJo0CZs3b0YkEtGenU6ni35DpT4o1CcejwMAvvGNb6i/l4Kz3Ds4ODg4ODg4ONy8eROPPfZYRfrjhFXuW1pa8MYbb6C5uVn7vKmpCQDw/vvvV3WdRH9/P/74j/8Y/f392LVrF6ZOnVr0bFvozY0bNwCg6HqCoThTp04titd3cHBwcHBwcHBwKIVKwronLFvOvffeC6A4vr23txcAcMcdd1R1HTE4OIgdO3agu7sbf/RHf6Ql0hIzZsxAd3c3bt68qX1+4cIF9b2Dg4ODg4ODg4PDaGPCKvcPPPAAAODQoUPa5y+99BIikQjmz59f1XUAkM1m8dWvfhWvv/46Nm/ejA996EPWZy9btgy5XA4vvvii+iydTuN73/seZs+e7ZhyHBwcHBwcHBwcxgQTNixn5syZWLlyJQ4dOoRsNouOjg6cOXMGR48exSc/+UkVGlPpdQDwt3/7t/iXf/kXLFmyBO+99x5+8IMfaM/8lV/5FQDA7NmzsWzZMvz93/89+vr6cNddd+Hll1/GO++8g40bN45eJzg4ODg4ODg4ODgITFjlHgA+//nPY9q0afje976HY8eOYdq0afjsZz+LNWvWDOm6n/70pwCA48eP4/jx40XPo3IPAF/84hexd+9e/OAHP8D777+Pe+65B3/0R3+Ejo6OEXhTBwcHBwcHBwcHh/II5fP5/Fg34nbBzZs38elPfxrf+ta3XEKtg4ODg4ODg4NDRahGh5ywMfcODg4ODg4ODg4ODjqccu/g4ODg4ODg4OBwi8Ap9w4ODg4ODg4ODg63CJxy7+Dg4ODg4ODg4HCLwCn3Dg4ODg4ODg4ODrcInHLv4ABg77ErWLbrZew9dmWsm+Lg4FAl3Pp1cHBw8OGUewcHAHsOX0J3Iok9hy+NdVMcHByqhFu/Dg4ODj6ccu/gAGDDiploa45jw4qZY90UBweHKuHWr4ODg4MPV8RqFMECBG1tbQiH9XNVZ2cnOjs7x6hlDg4ODg4ODg4O4xXVFLGKjlKbHAS+/vWvuwq1Dg4ODg4ODg4ONYcLy3FwcHBwcHBwcHC4ReCUewcHBwcHhzGAY/lxcHAYCTjl3sHBwcHBYQzgWH4cHBxGAk65d3BwcHBwGAM4lh8HB4eRgEuodXBwcHBwGAOsX9qO9Uvbx7oZDg4Otxic5d7BwcHB4ZbFaMe1uzh6BweHsYZT7h0cHBwcblmMdly7i6N3cHAYazjl3sHBwcHhlsVoxLVLa72Lox8ZOI+Ig0PlcDH3Dg4ODg63LEYjrl1a649uftDF0Y8AZB9PlP7de+wK9hy+hA0rZk6YNjvcGnCWewcHBwcHh2HAWetHHhOxj12IlsNYwVnuHRwcHBwchgHHejPymIh9vGHFTGW5d3AYTTjl3sHBwcHBwcGhxpiIBxKHWwMuLMfBwcHBwcHBYYThkoIdRgtOuXdwcHBwcHBwGGG4GHyH0YJT7h2GDWeNcHBwcHBwKI2JmBTsMDHhYu7HAF/84hcRDuvnqs7OTnR2do5Ri4aHiUhR5uDg4ODgMJpwMfgOowWn3I8Bvv71r2PSpElj3YyawTECODg4ODg4ODiMD7iwHIdhY/3S9nFRuMWFBzmMJtx8cxgq3NxxcHAYSTjl3uGWgUtWchhNuPnmMFS4uePg4DCScMq9wy0Dl6zkMJpw881hqHBzx8HBYSThYu4dbhm4ZCWH0YSbbw5DhZs7Dg4OIwlnuXdwcHBwcJhAcDH7Dg4OpeCUewcHBwcHhwkEF7M/fuAOWg7jEU65d5iwcELVwWHk4dbZ+EMlMftu3EYH7qDlMB7hlHuHCQsnVB0cRh5unY0/VEI/7MZtdOCSox3GI5xy7zBhMVJC1Vm8HBx83ErKy+20tm+lcasGlY5xrebCeKnzMpq4ndbRRIVT7h0mLEZKqDqLl4ODj1tJebmd1vatNG7VoNIxvp3mQq3h+m78wyn3Dg4GbleLVy3hLDsO4xFubVeGibx+Kx1jNxeGjtHou4k8B8cDQvl8Pj/WjbhdcPPmTXz605/Gt771LUyaNGmsm+PgMGJYtutldCeSaGuO4+jmB8e6OTXH3mNXsOfwJWxYMfO2s4w63Pq41devw/iHm4PFqEaHdJZ7BweHmuNWt4rdym5pZzFzuNXX71jArSsflfSFm4PDg1PuHcYFnOC7tTDe432HO99u5Y3nVj64OFSG8b5+JyLcuvJRSV+4OTg8OOXeYVzACT6H0cRw59utvPHcygcXh/GB8W7MGYn2uXXlw/XFyMPF3I8iGC/V1taGcFg/V3V2dqKzs3OMWjb2cDHMDqMJN98cxhtsc/JWnafjPZ56vLfP4fZENTH30VFqk4PA17/+dZdQa2D90vZbavNyGN9w881hvEF6kzg3bZ/dCtiwYqY6tIxHjPf2OTiUgwvLcXBwcHBwGGPYQhVGOnxhrMJjxntY23hs33gPZXIYX3DKvUMRnBC5feDG2qFSuLkysrAplEFKZq3GwuU6TRy4sXKoBk65dyjCWAuRkVQinIKiY6zH2mHiwM2V8YNajYVLbBw7VLsXubGqHW4HPcAp9w5F2LBiJuKxMHoSSWzcd1L7bjQWxUgqEU5B0eE2DIdK4ebK+EGtxmI8hp/cLqh2L3JjVTvcDnqAU+4dirB+aTsGMznkAXSd7tG+G41FMZJKhFNQdLgNw6FSuLkyflDtWNwOlsqJBrcXjR1uh753yr2DFZ0LWhEJeX9KDHdRVLLJjKQScTsqKG5jH19w4zH2uN3G4HawVJoY72N8O+5F4wW3Q9875d7BiqfXLcKlr3Ti6XWLtM+Huyhux02mHEZ6ExqJPh/vG+d4hlsDY4/bbQxuB0ulidttjB2qx628jznl3mFUwEW0uH2K2mRGYmFNxMU60pvQSGzsbuMcOm5HRWssUEoWjPcxqLUcsxllJqKsrAbjfYwnAm71OTKUfWyi9IlT7m8TjPWE5CI6ceWG2mRGQkGciErnSG9CtXJByjnkNs6hYzRdwmO97scSpWTBeHfLj4Ycq/YZE20ujfcxngiYiPtpNRjKPjZR+mTCK/f/9m//hh07dmDdunX4xCc+gccffxwHDhwY8nXpdBrf/OY38du//dv4xCc+gS996Us4efLkkK8bLxjrCTlaBVomotJZ601opDZhs1pmpW2eaErBeMNw+m+s1/1Iw+ybW+UAOhptr/YZt/pccijGRF5DlWAoe+9E6ZNQPp/Pj3Ujhoof//jH2LFjB2bOnIkHHngA8Xgcb731FvL5PB577LGqrwOAr33tazh69ChWr16N1tZWfP/738dPfvIT7Ny5E/Pmzav6OombN2/i05/+NL71rW9h0qRJI9MpFuw9dgW7D14AAGxaNfu2sWTsPXYFew5fwuL2KThx5QY2rJg5Zu/OtoxGG5btehndiSTamuM4uvnBmt13qO8wUu0ZadjedzTHkRhO/41Fe0cTZt9M1Lk2EXCrzyUHh/GOanTI6Ci1qea4efMm/uzP/gwf+chHsHnzZoTDdidEpdcBwMWLF3HkyBE89thj+PjHPw4AePDBB/GFL3wB3/zmN/G1r32tquvGC/YcvoREMo225vhtJZRpabral0Q2D2VxHsu2jEYbNqyYqTbhUqh2s16/tH1Iba+0PSOJoSgmtjEbzXEkhtN/Qx2ziQKzb4Y715wCG4yJPpfc2E48uDEbOiZsWM4Pf/hDJBIJfOYzn0E4HEYqlUIulxvydQBw9OhRhMNhPPzww+qzuro6rFy5Eq+//jquXbtW1XXjBRPFjTRcmC56vnfngtay7z/SoSOjOQaVuhpHy80+WrGvpcZwKO86WqFkDkOHObccm9etj6HK6vE0tqMRqjhRwiFrLbeH+8xa/mYsMWGV+1dffRWTJk3C9evX8Xu/93v45Cc/iU9/+tP4xje+gcHBwaqvA4Cf/vSnaGtrK3J3zJo1CwBw+fLlqq4bL7hdEotMQcD3fnrdorLvP9KCfzyOwa2mqJYaw6G8q23MxmIcx5NScqvjVlsTpVAqX2E8Y6jrYTyN7XhMmK4lqplLZjtHI2+mkr4x32GiyeEJq9z39PQgm83iqaeewqJFi/DlL38Z/+k//Se88MIL+Iu/+IuqrwOA3t5eTJkypehZ/Oz69etVXReEmzdvVvRfOp2urlNGGeNtMxiOIBhPgr+WKDVG4/HAMRwsbp+CSMj708REftfxODfH29onhtsuzhMA4/L9hgpbv5jKykRRXmzrYayLI1YL8x1s7R/uXB4NuRHUxmrmktnOoRI3VINK+sZ8h/Eoh0thwir3qVQKAwMDePDBB/G5z30OH/3oR/G5z30ODz/8MI4cOYKenp6qrgOAwcFBxGKxomfV1dWp76u5LgiPPfYYPv3pT5f979vf/vbQOmeUMB42AylchrMxSyEyXhWXcqhkA59oqGYsTly5gWze+/NWwkgrJUOZ7+PVKlirdk3EdVNtv5jKynCUl9GUmbb1MNEK9ZnvYGt/Ne9ka+toHGaC2ljNXDLbOdJKdBBRgtl/ZjvG0+GwEkxY5Z6K9PLly7XPP/axjwEAXn/99aqu47U2azmVdd6r0uuC8Hd/93f41re+Vfa/T37ykyXvM9IoJ9zGw0l2uEKx0nuOBKrZPCq5tpINfDTbXAsMxwLkUBlqlY8wWqg0/GrjvpOY+eUubNxXPUXxeJhLXGsb952saM1VG5ZmGkMADFl5GevDUKXjNZxwkZHEcPJ79h67gm37z45J/we1cTiKcLnfDnUP4u92H7yA7kQSuw9eUPexjfVEU+ZNTFjlvqWlBQDQ3Nysfd7U1AQAeP/996u6jtfeuFFs9eNnU6dOreq6IEyaNKmi/2zegdEEJ/y2/Wex99iVokU1HiY/hcvi9ilDitMrdWKX9xwJVLN5VHJtqQ28VmNUrh21Vv6HYwGqFBPVU1Mr1CofYbRQqr2yXV2ne5DNA12neyx3KY2RfD+b0l7K69Z1uqciOVGuX8gkFBRCQTk/FIz1YWgkSATGmgShmnfK5oFICKPe/2NR+Xiohy7+DgDamuMAoO4z1vN3JDBhlft7770XQHF8e29vLwDgjjvuqOo6AJgxYwa6u7tx8+ZN7doLFy6o76u5biJj77Er6B/IIAQoGsnxaNGmcDlx5UbJOL1KYgN5DYCie44EqhEolVw7GuEb/QMZNMdjge2o9RwZS9cycasr/+PhkF4NKm1v54JWRELenybGckxtSnspr1slbF9A+X4pFUIRCflyfigYb3MoaHxHw1gw0ghihdu+pmNctHWk9YSh5lzwd5tWzcbRzQ9i06rZ6j7jdayHgwmr3D/wwAMAgEOHDmmfv/TSS4hEIpg/f35V1wHAsmXLkMvl8OKLL6rP0uk0vve972H27NmYNm1aVddNZOw57HHjN8VjagEMxSJeqUvZfHatwwQqiQ0c7QSaanIExoPw4ZxorI8GtmOixO1KDHXujCVGk+lkoh5unl63CJe+0omn1y0q+i5oTCt511olOkqlvZTXrRK2r2qeawuh2L6mw/pdte86XuZK0PiOBzk6XASxwgFjkwQedNioZg8YikGvkpwLW05erWhzxzsmdIXap59+GocOHcIDDzyAjo4OnDlzBkePHsUnP/lJ/NZv/VbV1wHArl27cOzYMaxZswZ33XUXXn75ZVy8eBFPPfUUOjo6qr5OYqwq1A4FtqSTasBKkbQIVVMxcrjPruSeQUk1tX5uJZgoVTVr2T+2e9WyH0aqrQDK3nc05tFoVmat5t5jtYaqfXbQtZW862iu17HsT6D6dx0vsqwSeT+RUIkMGm7fD7WPajHmI9X28TIfa4VqdMgJrdxnMhl8+9vfxve+9z309vZi2rRp6OzsxJo1a4Z0HeAlxe7duxeHDx/G+++/j3vuuQfr16/Hhz/84SFdJzGRlPvhYuO+k+g63YN5rU243j84rA13qNeVAhd9czyGxvroiAj9Sg8QQ1VKgPKK5mhgKONhE7q13IBHSqiPF+Vv77Er2H3QCwPctGo2gJGbC9WMy2i9+0ht5JW862gqimOtnFT7ruNViR4NeT+SqGQe1MogV26ujcTBifpC54JWq6dtqBiv83GouG2U+4mG8azc12IRyHvQTVbNplSpcJHX8VnVtptt7R/IIJFMj5rFc7ibtfw9gHFhlRjKO7H/F7dPwYkrN4Y8fkG/M5XfkfIAVXvNRDjAlEIl/T7aXovRfPZoYbjro5J713rNjUWbKr3faMj74bSv1tcPtU2VyMxa7L+l7jmS4zLRZUQ1OuSEjbl3qC1qEVcs71GqoFAQKo3VKxUnXykYbyeTamoN2/sMNSadsYOL26cMKQci6H61iM8cyljbEqGrAcdd0pmZ92+sjyKRTNc0Vr6SOM1S19Qyfn8sGB7KtX804lhLxY6PRgztSMSVm/dkP5+4ckN7J9uzq21PtXOQ9yeF4HBYdYbbpkrfNSgufSTlfTWodgxGY25XKjOr2X8rHa/RkmXjMX9qpOCUewcAlVXMq+YeQykoVKkAk9cNVyhU+syh9Mdw6M1M2Db7oHtV0lbeb2fXuSFzgRPDKR411PHj7wAECuuxUH7LYShJ6UHjOBYJYeOhT8c6EW4kFIRyyfymgi2fXW17qh1D3h/AsFl1gPIFg0rN+0rfdawPgOUwHtYRgKJaEJW0K2j/leNWar6Wu+dIopL3Gy9J4cOFC8sZRYznsByiVu7LWoZFjIfkqLGKfa3UPV9tSBSv70kkkYe3aV/6Suew2jjekyiH8/vbac5Vi/Hs6h6J3IShvO9ww5lKxYwPp/+rDTMDKu+/oeZGSDIG0jtKOXjk4jUAtQm3Gy35Uevn1uq+M7/cpTjyt6/pqFnMPoBxl+NQad+MZ7nrwnIchgwqhn3JtJXPvNJTbS3DIkxrzVi41kqd+EfypB/kng+6jsKrUuvLowuDucArhbS6jJbVg88BqquqGRT+UG4ujdWca47H0D+QGTMrUjVeoPHo6t5z2KNvpRyqRVuH4u0bbjgT1zQ5umvhDQQqGzt5f1pr9xwuLoZV6b3LySeG92XzUAczKQdrGW433Pkw1N+P1Jqp9r6yFsRw27S4fQpCAHr7B1X4qG2+DgfD2V+G6/WZaHDKvYOGDSu8giZ5wMpnXmqBmAuvGoW41KI17zPcxVfqWUHfldpAZTnrWmMoeQjVbPbkAl8yo2VYSjn7bWfXuaK+qEYgDzWmtlKUC38IwlgIfPOAPBbu4kpiassVNhstBIV7NMdjqn2jOY6lDtzVjmU1a7qaew+lP0Y6NMYW3ifvNdy8paBwoKFguGGFtZ6H1d5X1oIwQ2zu3/4S7t/+UsVz9MSVG8gDSKazZY1RlcIM9dm2/+yQDyCVrsHxEro1XLiwnFHERAjLAUrTUpVybVXjzhpNnu5yz670uyDM2foikuks4rEIzu94uKLfjLQrvVoMlWrNDOMKwTsYNsdjeHXbQ9q9g1y01YYUAUOnTjNDDEaCUaeS51fKgmLrGxmuUMmzRjIEZTy5sMdTW4DSYz2StJ0j3Q8jHYZVbUjnrRBuMd7AvgIqr1FTzbgNZcwA1FT+jQa9aK3hwnIchoVSCZKlTrU8GS9un1JxKehKrPG1tliWelalp3v9c56PKz8nD8XyXG2SUjWoxOJja7NMtmtrjmN+WxMiIWD5LL9KM+8NeMJ563NnNYtQtSFFQPVJvLYwHjNkYzTAd+063VPUl2zjxn0nldVMtpdeNVtCo22elptjZjKd7ftt+89icfuUsuEiY221L9eWsfB6lGKEqkW/DSXsZSgWWRv6BzLYffDCiPTn+qXteHXbQ3h120MVKVTjNdxiKHNuvCRzmh4vs222dlYzbkMZM/69EsW+3DMq9TiO55DDcnDK/W2MIEEyVCEYtJnZQnDM07Dt0FBOmR2qICx1QDG/Mxe3rU310QgAqD8rwXDc4QCGzWxkopK4eVubzVjg6/2DRUq3pKFjyJdUqIcSUlRt/7HvJHWmbQOrBMPpb9KGzmttKmq/VPxth471S9uxfU2H9b1tm1C5Puo63YNsHnj+VI/1ffh91+mewPcZCxf2eAudKzcfbEaPWvTbUGUI51a5vgh6r1odiocSHmlDpf0w2nN1KIrheFEmbYq6bFvQvlipTKzUEGjme1QzfqXmBeewLfRYYig0z+MFLixnFEGXSltbG8Jh/VzV2dmJzs6hsZUMFSPhprS55u7f/hIShQTdV7c9VHWxqqBwjpEopmF7H3lfW5uA0akUO1pu+OHcr5wbs1qX+1ARFH4DYNgsUNv2n9UYJqpxD9vCjszwjaEwggzFfczQprpoBMl0tqhPyoU+jZXLeijz05RBI9WeUnKI18VjYQxmcmVDyqoN4bK1x+yfvceuYOtzZ1Xo3KZVs6sOs9x77Ap2dp1DKp3DowvLh8UNRW7dCiE0Q5F1o7mmKn2WbR4CsO6LQXNOXhskD/nvkSjcNtR3H2/z0IXljHN8/etfxze+8Q3tv9FW7IHqLT+VnM4rORFX+lyempfPmmYt5CILOlVqSRhuIptpqR6KRaGce7PSthC1djdXE15VaRsBX6BuWjW7Ype77R6VhBWYVibOyeEWsdlz+BKyBXNIJXzfZhKYbazYViahPb1uUVVhCUMFk+m2dM6xclXLZDsbxsrKOJT5znHftGr2iIb5lZJDvC6VzpX1iAD2EK5K2l6uf5riMcRj3tZfKsQv6D7rl7ajpbEeedjD4sxwr3LhQzY5M57CvYbjIa6W2adW3oVK9+pqmMJsSbLHL/cW7cVmO8wk2KAwzFIhi7XGSHmIxxOc5X4UMVESaoMw3KTLak/iNr5jsx1Bp/2gtg7lJF5ra4otSWg8JvVU01eVjHstrCCVJnqZlntb/0mLVKWW8mqtqUFzOKitQx3fWlmYqvGGjZYXptaoVV8Ndc5Xmgxum2u7D16weiAq8ZjtOewnvjN3Y6g85KXGXnKnX/pKZ9m1ON6soxLSUzcSnsyRgtmnw9mXbfOQijjnkc27s/vgBfQl08gDCME7VG5aNRvHL/eq+b9kRkvR3BgNy3017z+eUI0O6ZT7UcR4Uu6HMrGlQF8+a9qouM5sgrWcWy9oExmqMlIuPGgo71VO8bQ93yZAg35bC8FVzT1sYQ+VbDCVPmcoini592GbyfADDG0Dr+aZI4VajbdcH7YQIhPjSTGrVlkZ7piUe/eRkJdztr6AZDqHeCyM8zseqbgtpgyrRTGooGeWOrwEHXaeP9WDhlgEWzrnVLUfjfTaMg/nwPBCMEdaZgfdqxYhrEFGNds8kkYYAIjHvNC/SAiY3BBToZFAeePWSGE8ya5K4cJyHEpCuspkgqH8PihhjW7G0XKdyQRCtgvQGUSCXOImSoUM8d4b950sSv5lVj2AmrxztUlCQa7BUu9bri9sY2z2AVBdgahy7Q5610rcw9I1LENWgsat1D3M5zTEwkNKrK0EfGcAI8qCUQt3vrk+KnFJjye3daVhBrUKfSj37uzP91JpHLl4bUiyw1ynZvK+LUSxVFsZTvj0ukVDKgZlCzMyn1kqnMuWoCj50WVbyoWWjEZYGN+RXrdKnxnU9kpktm1PrhZB4aTmPllNyJEcO94/aB5tWOGRFYQK/66PhpWVH/AJIWotP6p5n/Eku0YCTrm/DWBOeMYNRworrzuRxLb9Z7Xvy8Vhdi5oLbswahHbKoUU2yXbKr8vp+ibi1m2LyjeTyo8y2dNUxX4KjkM1QpDibWvRPEwY4N54Kv24Mb3ZoKebDfHYjgxwqWuqSZO07wH47C3dM6taYy7bT6U2rhHev5UikoPYxK1UpRrgeFu1kPNxwHsB7cNK2ZaFZpqYK5TmTsgvy9XNMg2TuX6q9Q83nP40pDG3kZhS0XQpF2kPJLyXmIslLNSeQIS5fIMSslsoDZGJIlq9smgdRBEP8zxk5W01y/12HZYAX35rGmY19oEALi7ZVJRxePdBy8Mm54VqPzANxFDcqqFU+5vA5gTnotxckMMy2dN07izpaXaJoDkid0m2G0Kc5BwNq8vhw0rZiIEvSy5rW1BVkdzM7Il9piHFinMu073aBYmtn0keOdN7D1WnEhaanMtt/Ga/SMPfJUc3CRKeUQqEbbDUSJLHTbNuWXew/x3NXOx1LWlDpYDmVwRJeNIWSCr8WoA1Svq4+VQQgz3oBF0ABuqBVl6HmUCfjUop8AOR8Etd/iuxEBSDmbfBcllG+1iNYnrtUaQbOccs9UukAjqp0pk9nCS/itZk/JQatvrqz2YSI+++Rt5IHitpw8A1J/yebWqN1Lp/KxW5o43WVcJnHJ/G8BmkeNiPHHlBjoXtCp3WylFjZBKg6lwmgqzWXRHLpJKrDMS65e2o6kQHlMO5TZ68xATdGiRwpybTQh+X8nkzmqEcamwmKCNtpYFl4LcttvXdAQe3IIwHA9CNQg64GxYMdMaz1yNAJdzsVQoE59fLcsI+7s+Wixyg6yB8nk2Bb1SpfPAqZ6K11g1GI2wiNFEkOW03HuWmuPVHCBt35kKuNmWWh1ozHcLMvJU+7yhtpd9unphsKGhVNtLrYtKvqcsGMhki8KIShnAbKGjlTxXfjecMa1mTQbt9UM5mAT9Rn5OPWN6U4PGpmTz3BBD9aZVOr+qMWBNNFkXHeoPX3755Zo14sEHJ0Yyw0QF3V8S3DD4J0/X8vMgcKJf7UsqhXdn1znsOXxJCUGpaO0+eAG9/QOq4qZUUKV1ZvfBCyVdZWb4h821Vom7jcKbibqVCFH2C9kmyEfek0hiIJPDplXVufekldDkYKfL23w+rxtvMYJyfsn+l6wItXB9cjPi320eGHOTMudy0PyQngsZGmAmmPL5zfFYSYUu6H0lr7h5PRO8+B7yeSwoVcl7s+39AxktWdj8/XBRiayYSOA4yDkClH/PUuNN8J6UH+Y4SJlkfmcaTPhn0FyuJuQg6H6ce5XKx0ruXw5mvwPAkhkteHrdIqXkSU+j3Gvk79nHO7vOYdv+syqxt9wYEJQFIQCpdK6I8rNU35Rak0P9rhpU2t/lPPTyOnm/UvutLSnVXBsnrtxATyKJPDyZxryMIKKKWvVLuXaVw+L2Kbjal5xQxayGrNz/+Z//OUKhUPkLK4BT7kcfcnIfv9xb1cSlAFncPgXPn2Koihdu0D+Q0SjapJJClgczHITUV/0DGaXw2jYnSQNnU4Z4v3LCwKbIVQrJerHn8KWiRLBKNtW9x66gt38AIQADmRyS6SyA6hRGU/EcruAr12+VKgzyPjz8SSE+1FjHjftOoieRRCwc0oqHAcEKik2AV3IQkHNJHibkAauaPre9s7Rk2trAf9vYVoKuN9+Ta4XsKObvhwtb/94Ksazme1WrCNjAeUcLJY0dnEelZBLnQf9ABgC0OH/bXC61lk0mG3mgkYeLWh3cbHIraH6Y1lHzoGt+J/vC7OO25niREml+b7MSy0ODpA2tdN2V+o4K4tTGOnVQkZ7ToRyChuOxqeSAAiBwTMxry7WF18oibqUOtYCua5h9NpoIyjcYzxiycg8A99xzD5YuXTrk3x87dgw/+9nPhtMEhypgCgVpyeDElbGEQYtICmzy1Pb2Dyol1cSGFTNVVcT6aEQTyDbBTyU/qA39AxnM/HKXStCRAnFqYx26E54ADXp/m3ehVD8BvmACoGgd+wcyiMfCqI9GlBCqRNDtOXwJyXQOgMciwFCNahTGICt2NZDvWW5zqfTd5H2efeVNnO7uU+NUzX3MMWC+Qy6fL6owKudjkMJja1/QPeS1rMRJhggzvKKch8hmKQzqgyClciibue2wUkuU8oCMhKVtJBAkD00rpfx7tQdSKtJU7HhIo7GDhgzTCi3nlpwz0vARNJfNz+V70QMkD9yAZzihtTroYFyu/yqBbX7Y5DKvDfKelHvv9Uvbtf63fR/Utqt9SUV7GZTbVW5vtMkHKoiv9fQVKbPVHCCH6wEoF1Ykv5OGP8lJHzRmpWDr/2W7Xi5paGO/kLZ498ELQ5aJ1cC8/0T0Ug5Luf8P/+E/YN26dUP+/dtvv+2U+1GEufBpCbdZ0ytx6/E6k8PcxPql7SpEY/msaWVdfbsPXrAKnk2rZqs2A8CZ7j60FmJkiaCkHfn+FN5Bij0tCdv2n1XtNxd3UDEZsw9sQohKYzKdw0AmVxW3MyGtukMVOHI+8MBlsyjL55ERoZQ1zrROX+8fVNdK96bcIMyYeXOudi5o1TbqIOFeTgibCnqpDUIqVabFhuP/5HNnsfvgBevBLMhSWMrFW+pgaXq0+Pm2/Wdx/HKv1oellIVKN8ZKrazV9H8tUCuvlfkONovl7oMX8F4qPaSQJqlIT2+Ka6GPUmk0rdC2Ayr7tbd/QCk5kpmqkvfcffAC6qJhpNK+1dQcK+Y0VWIlLTX/JORzFrdPQXciie5EEhv3ndQs6rIPzNwScx4GrVdTsZYHmHIK9IYVMzUr8tHNDw75sGr7nbRCD8eLVqnnoNQBvJTVXn6357AfsktPD6Dz2FfKER9kQBmKkh40LtUq/UF7kHn/WnjvRhtDTqidNGkS6uvrh/Xwuro6xOPx8hc61AQbVtiTSGhN5wSuJCFFCnYzCUgm3DIZRrq15MKRf6diLZN8zESjxnr/PNoQixQlCjJph0qg+f5mgi9QzPBjY2mopF9s15gKA59BnmqT27lSrF/ajk2rZmv9US3M+cAk0SBrVRAjgvmOQfcHYJ0HNhpL87cmd3bQMyudv6XuUe4dTAQlOfO3JlNKKRevrU28D6C7yOV8roa+tJL3LnddUL9U0/9DBRWQapLLbYl55jvIf8s+l5bFahLhOxe0IgSgLhrReOjXL/XZYWzMKLa+pQV1MON5/AYyucDxMT+X75JM59DaHNeU6j2HL2kUm+XmBxO9GVoYNP/YLzL5nAWPAO83Qe9r2yMqTQivdH6bWL9Ur6sS1LZKYPsd10Y5woJySaSl1pj8rhK5bD7LtiZMmktp3Z/aWKclx44UTArYoHGpduyD9qChjvt4gqtQO4oYTxVqgeHF7u09dkWF2pjWa1nVj0mrpdyq/DsXGqsBrl9aXL7dtDZVWxrc5oqX9yDl5fSmBvQkUoFVE4dq/ZSVIgnJWV3NWAy1wl5Q223VL21eFtPKIa0fslqh7Z2k1ZUhCqXKjduqXVZrua11uAXvyfkfArBjrd0TVK49QfOKfWJa+YL6LmhMyllSK527wND7qtYYSkXTSqrJ2t4vaP3K+5S6d63W6MwvdymjA+CTCpiyzLY+g+5Z6p1tuR70vtZFI1qekJnTYVp3ZWXvnV3n1W9XLyyuYGtrK+DL+UqqhE/0vI9aVU4t1Q+UqxzLaqpQy38zryEE4PKuzqrbaHvXoYxfubk/lN/VImG91qhGh3TK/ShivCn31cA2oRkHZyr31Sy0arLxg8JohrPQKFxC8F3STKKSxWdMwVfJRlnpZ7Id8mBTDkN996DNwzaesl2dC1px5OI19CXTyANFbZWu2uZ4TIUzVPKcoPfiph4JAZe+0mntK6C04imVjKA2yeeWmrejpfDaDshyYyWCNuVal1YfT6XabUpjuc233Fqp9P3MgyWAkgfN4a5RvuPUxjq81uPlr7zRe9P6vFoqhXLdcf4xQV7KSrYhqM/NvpFr3zyclOo3M3+lEiV/OO8/kntOuWcCwXKlVs+esblLsWhJj1K5tq1fqucyHDp3Fcl0ThEdAJWvgyAjTdA8LvXuIyGfgu45lrKwGh3S8dzf5ijnAiRsIRumq4ywuR+DnlPOjbZ+aXGhFTNUp9IwgFKu+aZ4TMXysyiSrWqiWaCL7ba9h+2zoPZWEjJk65tKuZTl50Eux02rZiuPgnTTsl0HTvUgUVDsAb2YGF218VhY3aMcI9FAJlt2TtjCrGSbdh+8YOWn5/uufuZH6EkkEY9Fitpkho9xjtNFawsDkG1j/wP2CqXDAcfIVlSNlaVL9W0lbuVyISaVzJly9xsJBIUpEdWsO/Oe8v1s72OGpzFEiIpNOZ76at9xIJNFdyKJM9192L6mAweeeMAaHidDJYYaSiDDaGjYmN7UoHjeuRbntzWpit18L/Y5C4Bt3HdStU+2NSj8x5x35prm+PH3ALTn2fp2qPOx3J401LCfSp9Zaq6WCp2sBg0FeRiPRcrun+YcZlhh1+kerJw7HW3NcTUng0LlbKFVcu3I53Pum3U/SvV7qVCjoSJI5k2UkB1nuR9FjEfLfVCYiLnYy1lbq3mOtLjI0zgXb7mT8lBPzqV+V4lFRP5ehhlVYrkHylt5bZbjoD4J+i0tW2yjyaFf7j5BblJa8mi1I4Un54M5vqVCA9gmeQ+T/73SvpJ0dfQiyPYSDJ2xhVjwoCDbzmTISqxHpebFSKBW1rtyISYAAkPihmP9rhWqsQYG/Q7wD6h3t0zCaz19KgQsaFyB0mGF5eRXNWFilLuAH/5Ybg4Ote9tHi7TcySvM8Mudx+8oHn1bGE0su2yDgZZ2uS8K+WZs8m7kQiJMp+999gVxaD1aImwIgkztHAoniWC86HaUMCgd6w0jMVcC2ZIbql1x+84N4YqT2whmrb3CZLdtwLGNCznxIkT2LNnD/76r/+6lre9JcCBaWtrQzisO006OzvR2Vl9zFqlKBc/RiEJFMfQy+uqjWkLek41CnYpt2AlwtV2H8CuQJYKtwn6jfmMSl2NQe8rBfijC1urEr42BRUA4rEwWhrrtfeyxW/LmPlK+sWM+baNb9ABznSxD+XgVUrRMbHa6MtSc7qacS+3sYy2m7/StWp7RzmeRy5ew0Ami/poRLO0Bh14hiobaolKFDrbAUaCIWC2eUsvUiUx7UGfS+V4ckNMrRe2RSrEADRFKiiUJejAsnzWtLJ5MEH32HP4kgoHMnNebONthvDZckGCDo/SEGHWdAjKq7LJMNtcHs58lIcryg/Ol0qVR+ZLcF4N5yAmDRfDUV6DFG75fSnjFfvF3FdsqNSAaD4XgHXdlDrI8VBZKryV7y5lW7WHrLFCNcr9sKgwbUilUrh27Vr5C29jfP3rXx91y73p9gOKFxI3kb5kWoW8mDhy8VrJ6n4m5DPKUWaWQv9ARgnyoRaUWL+0PB+6dB/Kf+85fCnQfWkqAdwMJHWhrYCJbUwAz6INQFVGLKckSpc8BRX5g4lUOqf9TraTCiljakmDZit4Y/alSYlmG1/SRpK+r5zV0kRQP7EdvIb/Zt9SQeUGxveU4xK0OVYyV2x9YQtFKtV++X25Cs1AZZsP78fxLNdu+Y4AlHeMHpFkOqfNb3OM+Lz+gcyw2JuGAtshE9D73+wzuRbf6L2palVIyz1QTN1HpcpWLdh2fdDnG1bM1DxLJg2xLOYHAA2F9skDlqTptR0ezLUt7y35woP6iPfmnO463YMlM1rUu9gOBqYMAorXTpAHZP1SnXaWskTG/jPkwpS1bc1xrT4L4B/YeB3fp9QcCjLoEJSFPYkkGmKRosJKQWtzXmuTVu+DBxkbrXCp9nGOy8NluXcJ+kzKf4ZdyXcxZZY55pyLsiaNOZ6y3XIs5H3Nd5M1QY5ufhDHL/cqqlWb/DGfIQ1UQX0i352yTfZLKVk9kVCxJN67d29F1/385z8fcmMcRg62hWEqrscv9+JAoeJskNJbqoqqDbbNiJ/Lf5vtMT83K4XyT5ulvBIFKEhRkRtvKYXG9o68zuSw5rvKAia8xhYjWx8NI5nOqoIypfrHtOTwc7Z7amMdTnf3IQ9gZ9c51cYNK/wCTfNam3C9f7CImUXydLOAiWkNq6R/JMxNIujv0roS1E/m+wdtRLYNpDuRxJPPeZtGOe+PPCyU4v+WfWEqczu7zqEn4XN7S1DZHMjkkEgWrxWJSjYf2V6OVTnvh4zXlv+WFlH2K2NaOR68FiiuYDnSMA8yAIoOw1QY2K80DpwprIsQgC2dcyvyCpn9OhTwXrJOhVSobd7UlkaPdrp/IKPoJ3cfvKBZX3k4nNpYpxTQ++78BZzu9mp+2BQfsx9N2dLbPwAAJQ+J/D0PgxKmfLCtf84nWxErKvadC1q1PrHJZtvfpWEhyDBD+cH+k8/YtGq2kpMkFPCmWb7okBe0Nlnng3+WujZozgXN8UrG0faZ3KfM/IdScr2Usc40UrCwZU8iqYUQmeMk383UL8yia2ZfcexoWFgyo0UZIDnmtneTlnv5jkEHCJuHaLwr/xWH5axevRqNjY1lLc6Dg4N49913sX///po08FbCeIu5L+UuNmMd5d8rVaD5DNONWC4b3kbrF+RGkxbH4cbkB/VL0Gf8vFSsodl/dHOXoiCr1L0v3z/IDWkLUaHbv1SIFKDHitIyFgJKhgjI58ULVIV8d5vLPMh1Xi0rTDmWITlOd7dMUgqPLQQj6B7VMKqY81haILev0WP/pYs7lc4V0csGhVxUQ6FaqUubbSvlRpf3kqFVy2dNG1K4XLUoFU5km4smSxI38N7+AVUpupKY7WrDw0q1W8rbUvScNgWM61e2PxKCkilco2bYUalcIdt65PN4/6D1RWpSKhLlZBrHrFw/yN/IgovlwkAkyuWK2UKkSjHxyJBJHgybCrLQfC/be5TbT0qFb1bLPlfuWeV+J7+z5W4FzSXKBPYRUBymKA03AJDJ5pHJ5YvyGEqF4AaFt0mZFJSjUk0fyNAsubbGIp5/RGLuf/d3fxfz5s3D7//+75e87ujRo/jqV7/qlHsLxptyb6KazaeaJMLVz/wIp7v7sKCtCQeeeKCkAFrcPkVtFObiDIrnLme5r0UcnblJVJJDYIMtsRgoTadXCpXEc7MaLuAJJ8BX0IOS3WzjcuLKDaVQcFOzjceTz51VzzcVI5kAG5Swx/tUwiNf6djKw4KkOSXXdrWKVqmN01QAZP0EeVDylbRBlVgMIJCO1HZ4BVD2wFHqAMrvZcI0w0DYFkAfR3kvqXQNZnKjkshW7SHLplDy+1IWOfl7ejUBFCVvVyoH5mx9Ecl0FvFYBOd3PFyV0mEaNwA/jBLw5jEtllIBBkrLFrMv5UGzPhpRzyxlsWRMuY0i03yOjY62EhkWVFMlqL/kuHWd7lHeyaBDTdAcCbp3qRwjsw21lOe1+k01MA0t0rBTiiQjKIfLvF+1tNPy81I5F9X2RzmKaACIhUO4846GMbPcj0jM/Yc+9CGcP3++omsdAc/EhOkyZbgA3aVykUmFvpzr87WePu1P6d6/f/tL6rpEMo2rfUm1YTH2n0IkHgur+MCgNpv3X7br5SK3fCWLspzAlIKtVJiSqQzZrB0y/jbI9R1kvZEu/p1d54o8G9ItCXgUaMl0FpFQsZJqhrfI96Tbc+Xc6Vocr/nuxy/3qr/HIiFNwaDSQGXXVqSJWL+0XWPTKGUJM0NFbMqZdEObrCiAvWy7bKNMlJVtCXKve32tWxnNhESGBzXHY2hprCvamKRSJ8OSSoUj2LDncHC5efY14MeUJ9M5DGa8cK2ECOmQ49gcj2ljBITKUp/WCkEhA7b3MkNAgr635VXIuUXFHoA1FMMmm0ykCsWb+CcA9PYPYGuZ8DCOH+BVE6fhRe6yJ67cwPJZ0/D8qR5ksnn0D2SK3mHP4eJQyKC+TKVzSKZzRQdK2zxnTPn8Nk+B7k4ksbPrHLbtP6vWGJ/TP5BRBwEZcx60hvn+eUDJrHLGG7kmOV4Mh+RnPCz0D2SKDgu2fiLMOWUeIM3DXpA8D4JtPyuHUjLIxFAKwG1YMVM7SErqSnrA5P5f7h3MsBiZ9G1b0+Z4yv2URAxHLl5T+T6lxqhcu2xrYdOq2er9G+uj6kBaKkRzPKBinvvVq1fjV3/1V8te19HRgZ07dw6rUQ4jD07Ovcd0juv7t7+E+7e/hL3HdD5bqWRTiFTKLy/LsMvncdNKJNPoKygM5Jen1ZNKlhfLGdLaY2uzBDmBBzLZIg552/vLfiDPMnmUl8+apnH6b1gxU/2bQmHjvpNFbaEyJA8Xst/2HL6kNrtyceXdieIy2bIfk+mclWd4wwqfG70+6inXpoud7ZDJVXuP+fzmANTzOUa8t7wPS8oDwJ2TG4rmR300otVAMEuxc1zojrUlTpvCXn4mea/N+crN4I3em0X3lfOZv2Nfsx2m4mrGqhPLZ01DJASsnDvd+m7sN8C3gvE6sx0cV5ML2tZuG4LaaLsP1ykAFZNOBCWvU0YEzavxDCkDOM+lkibnEbGgramo7kBbcxz10UjZJP9HF3o88Y8u9BJ29xy+hGQhDIvrxiaXNqyYqcZFfsY1TUWZ8eDpXL5IDtjWDFA8f8gj/+jC4voKQUYMFtV6o/cmNqyYieZ4DMl0TslqPkfOeXr9TN5zWxt5z8kNMe26nV3nMPPLXdjZdV77nWwr/y7rRezsOqcUVRkaUqoNlYK/535WzUG31J5UCvJ9y92j67TnFU+msxVz5a9f2o5HF3qyIR6LaAaQDStmKi9fJe/A3y2fNQ0tjfXYtGo2nl63CK9uewivbnvI6lWU8kvqDHx+qZoXcu+0fSdrKwQdAPj+kZAn24GRqXVQa1Ss3N97771YvXp12euampowf/78YTXKofYwJ7I54fmZXDi0QsnkUpuADypmRTy9bhFam+NIprPa81j0iIp8Y30UT69bhE2rZqNJFJCSCoQsXsSCK2bxjI37TmLml7vwbsrPiDeLAZVanFLRBaAxOEirHl13UvGWbdl77Ar6ChY39qMUqFJwPbqw1co0Ii3qkZBnJTMthNz8WEDKtqFMbogVKZISPEDJsBF5iNu0arbqeyowtNZIyGJTso3l5ojse6lQA1AMQ9wwbPOQfdCXTGvJzbYx52FPeqRs9+ec4Z+2A5GtCMuRi9dU0S950JNzLui35pjIDdXso0o2lkqeQ5y4ckOzBkfDoaJCbuY4sq+46R2/3Dvihaz4/tv2n1UFyCjXqnl2qX6kYWBn1zm1Rp9a6xWRopJBq/PRzQ+qA10py/3T6xbh0lc6NW8R5R/Xja1NNuVi/dJ2bF/TgbZmvwDfQMaLt48Vxs22PmgtDwKVcDMER8q7Un18/HKv8jIAnrzYuO+k6lN+J+UJFXy2sbd/AHO2vqDWDtuQSKbVeMRjYXWAoCeSfS8PLPw7jQgAVIgi4HkozIMUPYuVzCVZVIryXO5n1Rx0h6ow2gwTQfeQ8rkUpJFl2a6X1cGxpbFOe862/Wc1w1e555uGE3PP3rjvZNHBWsovudfROyWLm5l7n9zLN6yYqZ6z+pkfaToQx3Hrc7pMIUyGvlKH3fECV6H2NoG0bMowkN7+QbWITAsyJzItQwACLZHlrPimdYEHiZbGeuxY21GkhJkLOhYOIZFMY3pTg3ZS54YmFSAqhjmhqcgkMbmR2DY7aSmi4DItthR8UvGWVW0Xt0/Btv1nlTs5HiteavI9TSo3eY1MxLzeP4hs3lMg6SUAgFe3PYTzOx6xWj9KKXh8FyqkDEOxhT9RmTAFmhTGT69bpMYnyDJuQvZnb/8AQvAPMYDnUudGErTZrl/qVQ5lf1Mxkc8MsrKaG5KpEJjeBcLWTybkoVMqDlQYTSVCeqK4oQ4a1sVqNha20TwgBVmI25rjaq421kc1i5rNusW+4vy1eZZqDVqteYCSci3o2TYPnxyPrc/5njrAt+jSG2aGIpjPsdHzBh02pNw8v+MRXN6lK/y2seX6lGw38uDNeZ0HcOcdDVg+a5o6/PBaVhEtVdVVvp/tOqnU8XN54JOeO8L8bCDjGXlY8VaGOTXWR5EshATZvJCpwueDmZz2eaXUyOb98sZn3G+eF/OKMMfTNN5QzjZVyShHlPIeDfUeJpbMaFF7VJChxeYpBqDtl3INSsNXOS+CzZMC6Kw4cv7xICdDuF7d9hBaGuu1+SFlfdB+sufwJTx/ynvO6e4+zVPNcaQXzTR8mt7PaiIXxgrDVu6vXbuGLVu21KItDiMI6b6S/OfJdBbb9p/F4vYpaGuOY8faDrWZUzFoiEWsglZuckHhMbYDABVWwFM66CWQire0ngCeqxkAuhMptaE1x2OKXYQWBQBq02iOe5Zwxn7TfcuET1sZd0DfCI9cvIb+gQx2dp1T78ZT/oGCoAjBU7yle5GbMeBZzVsa6wB48d7mmEhlzxTKvIZWY/7bo00MLvctMbXwbP5pG0NAT/w0w5/YLzwg3d0ySVkSTWWAc6nUJiU/k/3JMIXr/YPqMCGVgCAlTgrgoNAQUxkKCjkIsiKZ7Q6qt8C5aXpSpCIcdKiTbmcqmNJTxQ1OHlSDsPfYFTWWPCDJ59gsxEc3P4gtnXMRj4XRl0wr5dD8TTlvx0hatHjQZKiKDCUC7Ict053PeSfDWQCvxsTGfSeVdZc5IqYVPOgzeVgLUpJLWTeDlAbOhUQhD0ni+OVeXO1L4u6WSapdcg2bbQSKQxjMECXTCybvYYY4yjZzrcZjfqgGrcXLZ01DCN6BiXHSpsEgyAvJNdVQ+FwaUlYvrHzO8f6cM7YckT2HL2keLPm5uYZoTGB4Jg85Q1H8zLEvZ02u5B7mOg0y9EiZJw1KXM8MaZR5BDZjTzkvgmk4MffszgWt2jzlQc7c54IOQjS48WDC/eRMtyf/ouEQIiE/vG77mg7NY8mDAD1I929/SXmcqvXEjDWGXaH25z//OR5//HHHjlMBxgNbDjcds8CPLUu9XBU6ackzlURbqXIqXRv3ndSYJ8qVOW9rjiu+9rbmBgAh7ZlBNG1mZcAZm7s0ai7eI4h6k5BuZkm1RdhoIU3GFIJtLUVxF0R5JvtbMuA8VaYMudkPtvnAZ9mYESQlo2Sw4bzZsEIvPS8/k30Ygk8bx3e29SffCdArbXpsPYOK7k8y6NhYiIYqiGV/TW+KBzLVcP5U+iy59ji+MmmYpenNfjOp3mQ7zPe10Zdy05QVZ2VVYttcs80Z23ofK0o4QGexkDDlAfvUVm0XgEZBynAPotzaMiHHZSCTRSqd05LYOQ5AeWYs2d8ypMWcezaaVSCP7kRKMZSZ9zXpVE02Gr6HXLNsayUVwm1enlKyJeg38nOTmaZUnHSp78w+MJmAzP6R80jes9wzhgs5v4NYxcqhUjpXud5Nql6i2vcdbv/w92aVZM4/WZ+Fh1nuSyF4uS1ca/0DGaRzecRjYZzf8Yh2f5P5SDI6ATqrHDA0Jp5aoRod0oXl3GaQJ2cztj0ITIKULi9aEBl+MrWxTouFkxa9EPR4cxnuUxf1LDFBseTcyA488QB+tqsTQEhz2dFSCxTHgk5valB/37jvJKJhz14TDulhRkHW08b6qNUKS8vvgramIus172EmpnmHEq9NW5/TcxukNZ4WbFsYirQEpgxqSxs4VuxbW7ylLXTFLEQjn8+DSoNgvdlz+BIGMjn1HT+TFuhIyBO6Mp+D4814ZXpaFrQ1aQmliWRauX7ro57IaiqwtfA96X5lHw4nLMRmReL6sIXiyDjzUq50GW/KPjp07qoKtzCVCs4hjpvJmCPnDH/HTe75Uz1qfVDRH8j44Q4HTvWo0DubFbcuqseCr37mR3jyOW+dS6/e4vYpQwofqAVsYQWmVRnw13NLY73ySlIuAZ58Y2igTA5cvbA1UDEMGm/2C/s6Dz1XiHk5tAJWMl/2HL6k5JBMLOS41xXWRF00oqy9V/tSADyPjXlv6Zncc/iStq7pIeD8Yjy/9D6YRAtmn/AZpnfJtMrL8aPhwAyFkf0AFFfzlXLSjNUu5Z2QfSDDMPjb5bOmFeVAmbJypEMzNq2arXIypjc1lA0BtMGUX0GWfblHlHqv3v4BPPncWczZ+qKVQIL3pMVbeuSrBdvBUFTqDZRxpwvWeHrQvSgDf3+QnnSOpVzfnCPcWyhvAT26YSCTU+8hcyzGQuZVA6fc32Yw3W/caABoC5WTlkKYQoCTm0JTuv3NWDgKymhBWxzI5LTwiaYCq0JjfbRoAQN24Wm67LhJ2oQ5NzhuRAztCQHahsUwErrUZVgJY/zO73hEWfwAFAkdVnLkn8SSGS3YsGKmasvVvpRmyV/cPkW9JxVXQh6ITAWW92DMqE3h4FjR6sE4/VIuXrpbbXGZ3Jyb4zFs6ZyLo5sfxJGL19CdSCIp6P1oBZPKE5lYmBshQ1r49/dS3oGLlRzl86R7XiZ0UimQitRww0KeXrdIuWsBPZ9Etlsq65XEfcuQBsb0SiuxmRzOeUH+co4P/7TNGR5MGEonQ38kBSMQnCS/57DH4tLaHFeWWRb9Ot3dV5SjUSrMZCSxfmk7Vi/0D6zxWMQaKmB7x/VL25VCT+us3OCfWttRkprSTMTjOuVhLZPNaWuI8z8c0pNdzb4zw2Nkuxvro8qQQBkFeGEukRDUGmxrjmNeaxMAb67t7DpX9A7y3uZaZf+YCo9MVDcPUbY5YIZxUWluaaxX7yHDRSjTEsm0tg9xv2Doy+6DF3D/9pfUQYrtkM8Lmtc8DKx+5kfoSSQRj0W0UDJzTQfNaRkGEsTWNlysX9qOlsZ65OGFo3K9VXOYLncA4fu+1tOnQkuDQLkAeHPNJJCQ1/Fz9mOpfKlSoY9A8fq1GakYYrOlc66VuMFG6BB08GGyN8F3lbkHtpC18Qan3N9msFn2KNS4IKmkUKGQmxiAooVGFpdlu17G1MY6ZWGg4EgXjsH10XCRVVxuMEEJrlKQUnCXi5vee+wKwiFvhcYiIS1Gk8Ic0JlwZFIg73P/9pcUc4N5sJHP9IVeTvWZZEahy7AuGlbWGEA/zEjrHGNWBzJZpahTgQXyWtyg3JTkJgegyGJoWqps4IGGhxlpjQuiLAOgLHIce3otNq2aLeIa88rTE0RXJ3MtyiV0SqXA66+cGjvJ9lDpxsLPgpR0UymS7Qb8EDOpVMi8EyqftDAxpltuOiHodKSlwDnTP5DBjM1dALwwmi2dc4ra+ejCVpUsGwuHrEny5juy7fQ8xSIhLZylO5HEO++mqqb9qwXonuc6IG93kDJjMvkwVl3WZiinDG3cd1IphTIRj6BHLZ3L471UGne3TMKew5c0mkoZuytj9e/f/pKyXsvDnTRe8FD4fMHzQq8XLbvLZ03DhhUzVU0RwJNJ5vym55PvzIPO8lnTtHVz/HIv+gcyWq0FW7y1TZmWMp2yU9LLmrJUxsJzH6KXk+00vXmyHdKbFGQYojw83d2nKCGXzGgpSggtlzsiDwE2BdcmV6RhrVJITyrlylAO0zYF+v7tLymDkWQtCvp9/0AGsYL3Ox6LaJ5x6cFb3D5F22tt3jTZJnNfNd/PHMslM1pUOwBvH7RRCUvwcwAaEUXQWp/c4HmY+B8jDJh7IL3U4xUu5n4UMR5i7rkhslQ5Y/FY3CIU8llmypXkLhWbDnhubckRPq+1CWe6+wILaARViJNx+6XiDm3xxkDw9aayKHMBKDrk4rDFnxL3bz+IRNITfrl8HtObGnC1L4XOBa1YMqMFew5f0uLF57c1FRVSsrVNxgFKMPbUljcAQG3e6VwesXBIeU8y2Xwh9jCClXM/WBRrurPrHFLpHB5d6PdhqThP2We2uHSzhHpPIqmS0C59pbNkbG7QPDDvK+P92Q4A2pxhLCmgx0za7mnLE6kkDlfeW/6dm5WtP2QVRxn7Sys+Y0dLlZ2XscwhAJd3+XkVQXGvZsy+Le/Em7NeRWLGR8s1xkrSQGWVQ2sN5tCUe2db/ospm2x5BUBxdVcZm0zZGIKf/yHrM0jI9Wur9mrGo7NysnwnGXcP6G2QshGAdi9ArwYr2dLM/ART1pr3kLH+QWvAlk/EvIZoOKQ8ELaKogCUDGKuAgCV92WrelouJl/GbC+Z0aK9v+ybamBbv7I4nk12lsp9Mu8b1L9DjfU3c4VkFXGZZxLUF2aFdgBaDpuMUzfvYfaVZKLi82VOX7n3M+VdUFXkcnkfQe9qykZzXsk9b7Tl3ohUqHW4NfD0ukUqcY8Tf++xK2qjlkc9UkEGKRZys4kVstCl0Dxx5QY6F7QqZYAFNFKC7960rEghT7BSLhVmWgnMhctN9cApz5rXk0iiweAIt+H45V61ORB8jRC8OD4m3L2XSqvr5bNf3bYKgC/AuxNeGM6Ri9c0hS2ZziIPv2IihUSQO9TW//LdpZVebmiAzzCUznkKfVtzHD2Fa5PprHr27oMX1PtT4Had7tESq4JAz4O0VtvGkVYVqRwC9uqD5Io2rSJB9+XvmDAplQS+j7Qc0U1su+fGfSdVf7KNy3a9rCX9SguTrEQprUDcIFilk88y2y0VDXqQ+D6ANw/l5xLsS2lBazAoV2X1aLaZ1ny234vRTlorr5rpFzIsqUEoBfQwVaNwDBd8fkMsbD3Y810Iqat6VTq9dd25oLXoMLP1ubMq3hzw+0XKM0lLSVC+ztn6ApLpnLVcPeeGnEdkzOIhleEXcl4THBPOG1r+pbIs51UIXo6RPHjIe8h+ksYCeW2TJdafc0nOMcax8734Pd+Lngsp76g47j54Aa9ue0g9I5XOIh4Lq3fvTiTRnUgWHXx4fbNBQcnPuZ67Tveo39kMIkBxsnGpRF1zTVL2B8lOOXfMe0lPJOXG8cu9KuldgrLUhNl2OQZSzpkW9PpoRIV2mbLePFTKdd5gJJ+bdUlk/9LoY0uAZ04fLfm2vpXYsGKmdgDkPVkhl+2WFdfZF1xn/QMZ9CSS2LjvZJE+ZMpGs/q09LabRdDGE5zlfhQx1pb7oBPxnK0vKgsJLc95eBZ8W3a5aRED/Cx1WmhonaewouX+tZ4+zWtgswSZMK1a0jolrTRSmWN7SrGnmBa9eCyMwUwO81qbVNVFCknTOgz4VGFS+ZaZ/G/03tR+s6CtCT955z216acFEb/JylEpK4tpFZHCUz6DhxQpjPk5RF8NZLJIpnOIW7wrJkuBaXULsrqUssQEHVQ4zlQybB6OIOsyv5PWKZk/QKEvran8Tv5GzjNp3VrQ5r1/KXYeubkEsS1IBdrGSMIy8dLDIn9vWiBt81HOcSqrcs1QebShPhrB3S2TcKa7T7O4Sk+DVHDlvUcDcu7YGGPknDT7iuAc4DqV1v1YOIRMLq95GqUCtXzWNKUAm+9dilHGNudtY5JK5zR5Y5tHpZi1JGd/Mp0rYu7iPA6Svea7nrhyQ1nBwyFPtrD/aNXdtGq29hvJyEYZRMYiPlOystVHI9q7y36Ra5NsWqZlXipq7JtSzEEm5F5jY0GzefXYV9LrWSp2nbBZw+VcDWKSK+eNA+x7pBxX2dYlM1qKDjQ2j6gpQ0zDSLl2U6ZFhSeZMkbqBUCx5yoIzLni/kXvomTjozyQfWF6/aScpBfO5j2nl5P3j8ciOL/j4bLtrBWq0SFrotx//vOfx4EDB4Zzm9sCHJi2tjaEw0YiXGcnOjvtrrpaISjcQbrXqGTKzwBvEtdHw8oFzBCHIDoxQgrleCyMlXOna0qLdI2biom8h7l5A7AKFqmotzTW4513U4oCa0vnXOvhhJuKVIylcJHXDWZyViVBKqJUfql0EpJaEUCRgg94TD75vBe280bvTetGxz6xbTpmm0zLmYQcU77zkhktSljKz8yQAN7fVORKhbmUC4+a2linKZKbVs3WlLKgAxAhN0nbgbBUKI9UUgBvbGT4gLTcSzrT/oEMMrm8tqGbygXDsdjn8mBrUjTaQpNsVKHNcc+rFrSJyXViO2TIOcM1Yyp/JiUcP2usjxYdPKlgyYPfaFnwAY/N53R3X0nqR3MNmKF3lEH0YrI/pCJnKlBBB+9K57xNOTfDDmwKsfmcUodMrmdJ+UmUo/oMCtORcyYoxDAofMI8BJpKFKCHagC+Es/Eblv4ERUts++DFHIbTGXRnOvSgFQqlI9tLnUQo1HNVBDl3Dh07mqRsSVobpWy3Mu/24wwpnJrGloAX+aYh1ZzLst2x4Qsl6GGksaYHg8pf0IAWg2PlM3QxFArKUflOn9KKOryQPPCmbeQzuURDgF3NcU1GW07uJlhX1LhH69hOcNOqJ0yZQo2bNgw3NvcVvj617+Ob3zjG9p/I63Y7z3ms62Ybj6WNpfUb63NDdo1yXRWK6rDsAYmXkrL4rJdL2P1Mz/CzC93Yc/hf1P3SKVzKjRnMJNVLn7eMyjRkwlczYWqsfzMLIoVCUElcZLNJVNQnlPpXFEICJPRVs6dXkR7xuIve4/5VQjpwm9rjmN1oc8APyTFpOjiJsCQJVIrUqnIFGLfJXJ5qLAdVmvkJiqTjZmE9ORzZxVzhBlCwXF+L+Vbzpj0+tTaDmzpnAPAV3K6Tvdg98ELReELew5fKlIu6aaUSVoypEVWRN2wonTVRI7Laz19qsImk2glM8Kewzor0IYVerKZjQnBVuCGc1y+Z1/SLxoVAhCNhBRlZP9ABstnTVOJ0KSLa6yPIp3Lq6qG5vuY9J2At45k0h/HOJFMawlt5foM8EJAniokQlKhIFuTDLdg0iGL6wDQWKEYyhMNhxCCN1952JEhHLJvzURJhplx7ptreCSw+pkf4Z7NXil5Miyd7u4rSliU85cJcmTr4rogpe7T6xap5FLKRena37BippoHQYmbvM5M8LcVspK0qExilQmJO9Z2BFaeBnTqTZOVRCqqIQBbOucqBVv2TSnwPZgYCfhylsoYq32aTC6cJ+zrhKDFNatfH938IJbPmqY+S6ZzKkxSyge5ntk2gmxQZt9TTphJnUwqve8Pv4sZhXm05/AlzBcUx/Jeew77bDGmPDafIcOXzGqvbAPlQn00rCXbsj+eXrdIVeJllWpbkUAJKtJmcqm595n/JvLwQyNjBXmwoK1JyQPJkkWY8k62O53LFyUb5+GPw95jVxSVazQcUs9siEVKshbJIm2mHG0orM94LKKS6L0+9PbSA6d6EI14z8znvQNifSFhNgR9nshDkCTxsLHvjDcMW7lvbGzEI488Uou2OIwgJNuKWVFzyYwWTG+KY8mMFgDehGbMOOFZeX1FNJsHth94Dct2vawqv2597ix2dp1DdyKpBL68z6MLW9UmMb2pQcV/A3o1vCCFpk+w+UjIDcg85XODfnRhMWe5LOnOjYhZ+HXRiFrYVALZdxRgkiloz+FLiis4VtgFyYSybfU8jVpxx9oOxfteHw1ryhNJAOqiEW2T5+Zo24wTSa+S7o61HRrjBGkKefAxFQUqPU3xmGaZk+EqeUBrBzdXvo8UvFLBZUVUGZtrC8m5f/tLeOfdlKoMKNly9h67oimwrKkg46mpuJq1DrixcU6bkKEopsU6Dz/Zi/174soNnN/xCHas7VCUoovbp2gKP9/JPERLvup4LKJtjpx35qYi2R0AqHnJsWWlYzJ87Dl8Sa1xQM+BkJu8ZALiXF45dzoiISAaCWuHK25gO9Z2qDGg4sDY6r6C9YrUi+azRxKSnlM+T85DwB+HPICWxnpFawtAKdBSeZbKlckKs35pO+qjEeTh0V6SecPGysTDD+UI5y2ZRzjmJoPMkYvXNCWtFHwDiTeDzRhjzmvWhQiqnhwEW19Qzsr8DpPJheue9RoA33Mg5788DJj7Eg+8kvKSc1YqrzS0zG9rUooc28LxmNxQXM+F8o8HdB5MeVA9ceWGtnbkYYWx3tyLpCwyDx6SUEIebKSCaKsoDOg1N0wl2pwbQQo7+0MyYJkV0eW84D7L8Nzr/YNqvXsebD+vifIOAN55N6UoQdluyehm1mpgmxnvz9yw1gLzVXM8plhqzLwIsw6HHBseYpPprGKX2nP4kmYoImWyZHR7ddtDSl/gGMk+lXMh6FA/njDssByHyjFWMfemBUe6USV7gOnaB/SYsiAmCNOdlgesrDHSZStdcUHZ7hJmLKR0hdkYgCqJU7fFagN6LKQMDZHuOhnXRwTFRJoxgGaVSsDOMFEqDMdMdJKuTnmtWQHV1g8UnLIN8t5BrkfTHds/kEYimSn0hVdJ2GQakL8zw014TZC7Ws4BuqmB0qw0QWELMl/EZEUwwXlgyzMxY+VtbAyVjEdQroIZx0pIxg0ZXlMqhMOUA2ThMWNKy4XUmGEu0k1tutxHEgzFCYeAOxpiGluJjL2WLncZF16pW704zEoPtwP0HB9Z4RXQQw5loir7myFNlJUmk5nZFlvoBfvfZHiyxYGXY0oqB/l7QlY8lnH2ktGHkP0h282EU9v+EsQYJcdG9ivDyUxWI7k+AGghiGYongwzMZ9ti5c3Yfa/ZNAx96dSYWVBY18qf6nUOJptl78LYuk6frlXY5IjO5UtHLRU+JMt3l+GZDaUCD9izD7Hyxb3z7kgr4sbOTOl9ALKWxk2GdTfY4ExqVB748YNnD17Fjdu6Kfvt956C1/96lfx+OOP44//+I/x+uuv1+qRDhWCoRZcsLSqd53uUZZdwLf66KfgOeo+tHRLtDXHMb+tSbnzGwoWoUfm34XpTXFsWHEvLn2lE0tmtGiWLVr65rc1KavA1kKIibR+ATrHbgjQ3LeA76JLFTZE08Jr3ovfpQqKvVkpkWE4/FNahykgTMWellpyQ8v7yWttVSopNNgH0u1K67as9ke+/02rZuOptR1KsTA9GoBv2Tty8VpRkSsAmiWC47Bt/1llGQY8l78NtF4cOncV3YmkUuwBr1gXC4IwhMMMSegr5DFwXGktoXs9mc5qc0GGNCXTWWzbf1YLT7LxrUsLGi2Kc7a+oMXW8zppvSK4AdoEex4+Hzf7VHo5OB/Yxm37z6o1xOqe5lgAvvdBel3o1WJVZGmFYkgALdNB7TUtuSZdLMN2yin2rIHRZLCTAJ7yJC2mIwH22ac+8otoa44jl/fG4XS3l5RHbw3nGedTCH6F5HL3lu2XITSeCz+iFbmJRfwEwUQyjRmbu1TFblrnqSTJHCPKsTd6byovZzYPFSJg1vyQfc/3oEUZ8CzjddEwdnadUzzeLIIkLeW02gLemgiqiG3rl437TirP1PJZ01QdCs6lE1duaDzg2Xwxo8i81iZ1vQz1fP5UjzaviTygao8EWasls09fMq3taQDU+mDoBvtOejslkw/HKig0hLKCfWP2E9ev9JabIT7yngwr45+2/ue1cg7L5wVZk21zWn4n90qORzQcwpGL11RolPSqRMMh5bGivGO4G/tcykTKOdZxYJ8cKIR8Lm6fokIyWwoVsIHi8CqG9ALeOMt+lHuBvA7w9opSij3bufvgBTWH6HWT+zSvHamiZbVGzSz3//t//2985zvfwTe+8Q20tbUB8E4Zv/d7v4e+vj7wMXV1dXj66afR2lq8iG91jJXlXp7UmSAE+MmSQSdn85Qt2Vh4UHh63aKixDyZeMrFKU/EJhe6zD4HihM1TVYb0wrMJKe4wdBjWlblyVxiQZvPjuOVjfc3o0oszjDeWbIFSKsV2SlslqD/8OUuVV/AZnlmn9MaJvvStMTI5C7TQgb4ibxm0pq0xpphOpLj3PTG3FMonmTrU1tCsPRkmP22fU2HZiXi93wWKQaDEMRnX2rsZJ/7m6jHsBGLhLDt0XnqfqZViP3DdSWt39wcZOK0ySkN+IwWG1bM1JL5TKYO09Ni8+QAKMkhLhPPJNtNJZYpW2J7qaSzkWLNMec3k/cIcw6YFlgm/JnWQ9P7w39Lfm7JIJQXz6uLhovaYNZxMOWSKWuI1ULWBiWJ01shGXvM8DKb9dF8P1Mekh3NnGs2D5IcY5MJRc4vWzL/6oJV+J33UqrIIe9JK7wXuulX9LZ5lkwGL+lBMq30svaHLUHVJi9D8JRZJs3LuWLz/vBeDEFi3RiTfczmiS1ldbd5IOW4lFpvQRbwBgtJhkwYJtgH7DdJwmBaz01vMuU+UFx7wYTpGZceTrnPA35EgZRJku2ObGby3sxnYxKt2YemB9fm2ZJRDaPJDEaMKlsO8fu///vIZrP4y7/8S/XZgQMH8Nd//df42Mc+hnXr1uGVV17B3/zN32DVqlV4/PHHa/HYCYWxDMspFxZgupHN8BwKPrNgEe9vW9RBYT5B4RT87fw2nYqS95acx1RGTDYHKaDpPmeoAJ9jvosNJj+1FCLS7WsKBNO9bG5I5qbJw5NchKsN5hXJdkGqOG5axy/3qk2VcboAiujB9h7TqeTkOJmUjzY60PVL/QI+BBUYqXDzwGijabQxjpgw31Eq4s3xmFUxN2G65W2UdTZlMKhtVMZMpgT+1uQ853U2tiR52FsdoFjyHUx3v9zgZcEYc1OV7Qb0tSgPTrbDRdDhAYAWksQ5Wq2SUguYhwwz7AMoXVwmiDLQZOyS84RzTyoJgG/kMGloGV5hHrrkQcRUxmXbAVip+cw1LJVteYiUHkmpAJqMXjYKXbnO5MFVHqZS6RzmCypNOXfZr9KIEwK0AolsXxBdrTwomjJWzlUp4zkOhO2QKeewVHbNGgm2UD1zvZiMKXKsbQea4SiDNmpV26HEZjgyw3n0/Vg38Mi9BtBzj/gOcm2QECKZzhaFsQL6QZt7HecBQ3dNOW3O86fWdhTJN7m+TcOClHWmIUbCtk8AxYXrTFrqIIaz0cCYhOVcv34d06dP1z7713/9V0QiEXz2s59Fa2sr1qxZgxkzZuDs2bMBd3EYSVCxN7PdgeLEPo8Nx18WFB6AnjAn3YXE/EISDZOAJJNLUhSwsj07Dy+xSbqemXi0cu50vJfSS33LZFpudL6A956ah6+oxGNhtcGsXqh7j+KxiBJWjfVRrVz1k8/5VJubVs0uYiBhG6nohUNeqAnDW5i1z4TjnV3nsG2/76KUIOsEw3EkAxBZAegqpPAiK8HWglA0WTHWL20vet/5ItmJY8CEt+v9g6rUtpwDEiz+Ux+NFDHumN4RWRCqVMnuVMFtzneUITLy8NgcjxXi+j20Ncfx1NoOxGOeVUm65WW4wfql7Ti/4xGNZaMu6rMqMCRqQVuT+j4PL7QgBC9pbCCTVaFEHG+2jQxMi9unIFNoRAj+IWDTqtkqpIPJc7aEPZOFQYZTDGSyai5SybEdevLwVzBd5c+LA61M/PM2bC8xfvuB1wLD2giGeXE+y8TRkVTsAWgsShxnJizLsvRBkP3MPjATNo9f7tUUG45/Nu9ZMYnWZo+IwAw9YXgFxyZRSMoeFCFuDaK8vQwHYzErQGcW4RrmezYbicwMDQK8ebh+absWarBhxUwVpnemkDzK5F0iHosUzSXOEbIJMdSHCahPFkIJ+Q4yNG7DipmIhUOqboqEnFurF7Zqif4M2WGIBBmrzLCWVGGMGOZhKoClEoanNtYB8BKjs3nghTNvqTUm5Trn1tTGOi0RlWv97pZJao/g85mYuaCtSf1eyr2gUJmgz2XxONu48FDCBFIZoilDLrk+OVNS6ZxarwzbI4Mc52oI0MZ1/dJ2tDTWA/D285TwPjGx2GQW42/kPEjn8irckLqCTZ/Ytv+sCg0lSYWNpWb5rGlqje4+eAFPr1uEViHnpWSIhUMqfEseLLhe+0S4JeUFQ5Re3fYQWhrry4b4jTVqptwnk0nU19erf2ezWbz++uuYOXMmmpp8AfT//X//H65fv16rxzpUAArCA6f8ZCVb1TtmiwPQmG5CgIpDbC5ksJssELK662s9fWojYRymZFZg7Dhj5QCoOM2IsTdLujkKOAp8kxWFjAiATm8lhRLpsFit8KkCcw3gxftt6ZyjhMfGfSc1gQ34rBN87vHLvZj55S48+8qbAKAUPZOBgXGtVBiSaZ0vf/XCVqV8c8OUSgEtBr39A4jHwur9zYqkVAa48cj8BPN9r/cPFsXc56HHHMpYXMlc89TaDmWhl0q3rQYA4DP3cD5wnCisGUs+v0C7xpj1+mikKA6+IUZXe0g9l/MvJRQy3tNU8AE/Tt0bC59VgcrdgSceUIoUmaJ4iEqmc2p8GXYAeArg84U1duTiNUXDmoevOHLzY189aeSZBLGk0HLVl0yr+zYUDqJy7UnwEET2poFMTv0mHouocV/cPqUQC+tt0ulcvmidATrrD6kXpQLM+WLL/agl9h67oh1Sls+aphQHhg6UoqijrKMyaTKdAMWsJfXRiDowN9ZH1TqgomlaOBe3T8H9219S65UyiEaIWCSEZDqHVDqHLZ1z8eq2h7Clcy7amuPIFOZWCNDaBEApLIwP5yHClJvPG15Jtp3KaYOg4KWS6MkffwHHY15oDeXOzq5zmLP1BfT2D2jJtIBvUJHWTO4PZi0PKs9kwVnQ1oQjF69hztYXtPvLNUc5SIML3+PRha1aW9gNiWQa76W8dSkVZikPzxTYljh2fI6MsZZK6Ws9fdr33I/4OTGQyeLpdYtw6SudOPDEA0V5D4BeidaW32EqjewrG4UoDQOS1taEn3uUx5PPnUVrc4PKQ9jZdQ4zv+zlicjDgiS8uO/Oyao6O+9HOS3HgHsyx056UvgbCY4pdQXONQmZhwIUyzvKnSMXrxUZtfjezfGYZkSj/AZ8wxPXK42MzKeSuQ67D17QGN5KGarGGjVT7ltaWvDzn/9c/fvcuXNIpVKYP3++dl02m0U0GjV/7jCCsE1AJvSZsJVUp6WKCqBMSqLQkQKcylQQH++Ri9c0Pm6ZRLp9TYdmfaNA3LjvJHoSScRjESstJE/cVI7amuNYPmtakbLUucBT2Eh1aW7sUmCaGzybJfvN5LYHoJTRIBui+XlbcxxPr1tU5E3hvaR1NpnOqf7f2XVO0RhKg+XUxjolnJ8/1YP7t7+E1c/8CDM2d+GPhMvUnBcUhOxfQtKeAn7ip3S/5uFtAqbwlu9AS9nUxjo1RqxHcL1/UFkUAajaCRzTlXN9ryC9P7wfOelNjv7r/YOahddM2GbNBMCb49w8qQwcOndV0ZXakm0BoH8wo56Zyea150vrnaT4BHTPCj0u3KS42a5+5kdFVrw8oGKU66NhNS/knOLf57c14dVtD6GxLqp+zU1yS+cc9Z4213UI0Oj+2G5u2jJWnIdIzplEMj2iyWYyMRiA4oonbHHshEwMZT2OGZu7sLPrvOZxoEU8HPKL9wA6c5I8cJugFTmZzmlJzlT6KFPzgNa/Rzc/qGqMtDY3FCVZA3qdgamNdcorJKmKeX8pC7cWDAael8HrQVpEqWDJQ0pLQY5IucP/AD90Ix6LqJAIKZfNUB3AC7FgaAiTy+mplfen3OZcpucBgBai8fS6RXh120OqLdKrQguuVJjl/hYNh7Bs18vafmOz9kujFo0OMnm+LqrLBDkO/L1JkEAl0uTeN5NICcrzoH2b+xYPiJtWzbYm29Jg151IqX2P3trT3X3o7R/E8cu9ak5TySUJx4FTPZj55S4cv9yrDshPr1ukkTHI9iWSaSVzTYOFpNSUxAeSzpfUy8tnTcN7qbSme/D96DXjn1yv9HyTLIFGJNPDd+jcVW1/9drmHyboRWI9CWm8s+3Z4wU1U+4/9KEP4Wc/+xn279+Pn/3sZ9i7dy9CoRCWLFmiXffmm29i6tSptXqsQwWwTUAKPkC3bPQPFlsBo5Hi7HgKQQodLpa2gkVAMkR4wsu3sgJ6LB8t6dxcpZuYlsMDBQUkmc6qgkI9iaRSgORBQlr6yb9PAfP0ukWKA1dyFNtYBmThFgCKlUMKY+kWBzwX7XupNFbOna6K4dACTJBlRBZkkYxABOMKZciGVC5T6Zzqf5k5c7q7Tym+UjibrnEZ/kN2DRliJDfXdC6vWZTI5CJdtgzjYX4EhTPf4bUeT3F/raevqM8l4wuVXc61/oFM0aGT9IGAp1TLMBuit39Q+x3vvefwJS2Po605jsb6qDoMPfncWc0qTQV306rZOL/jEcWrvXphqwq9AaAs6gDwbsqrPbB9TQcOPPEAjm5+EEcuXlPKOwBtLGXoT1JstuxzkyGK/c15IUM82Ar2D8dT5jDsPngBWwvvyaIvcu7xUNPWHFdW+q3PnS0KPwH0kD1iJK33ci1QQeo63aOFUgW5y6UXszuRVOuC7Etk9mDfhVB80KRVmsoy6XTNgx8QHBpCBZA9Tivu6md+pBSwq30prc1m2EIimdY42eV6jUZCmLP1BbWOTly5oeZFSijo8r0ZPsmQnw0rZhYZAKTSw/duaazTjDu9/YMqnKGtOa76JRYOYdv+syr8yxZKRkxtrMOew5eUVbgpHlOhc5yDfeIQyf7MFKzvUt7Kw9CACDVhLkFjfVTJeWm1J/jvZDqnvHPdiSQOnbuqFE45H821KmWdVCLpnQmyxkvI0LGguW2Gxdm8AFwjC9qa1L4irf3JdBZdp3u0/TkS0mUDlXz2PfcursXtB17TxpaGqJlf7tL0i/pCBAD3Hq4TzjGZ/2Iy9S1un4LtB15ToVne+IWUx+bQuatFrFL0yNLzRTA0ifPUk30RRYtK2Sk9CJXWiRhL1Ey5//Vf/3VEo1H87d/+LX7/938f58+fR0dHB+bM8akU3377bbz55puYNWtWrR6Lf/u3f8OOHTuwbt06fOITn8Djjz+OAwcOqO/PnDmDRx991PqfjZazp6cHX/3qV/Gf//N/xic+8Qn83u/9Hvbt24dUSi/qlE6n8c1vfhO//du/jU984hP40pe+hJMnT9bsvWoJGYJgAy2GW587qzEX+NbnkBYiIl3aFOBUyMmiQmHKe1NR2LG2Q8XGxcIhbYOmEKKVNARPMJhJZM+f6lHC8bSIHZWFeqjwS4Vx2/6z2LjvpBI8QRSPBEN9iBDo/s4ryyqVAH7Pzfb5Uz2KnWHJjBbsWNuhCX8WhmGbJe0WlcfG+ghmbO7CnK0vAvBi/aRVaH5bk6bcSdACDnjWRzMWORYJaYmYNqsL4FeiDIf0jYiHB8Df9BjiwZhNkwJVFmQBiuNLZV/nAU1As38J8pnTwsx28eDptctTAii0zXcAPCHOAw3dsRLSzS/Dk+i6ppU1HII2BvIgyAMU34N5BYOZHFYXlBcZhiDB+WYmf0saVXrTWhrrVSws4OdEcMPnumKRGobBrZw7Ha3NXrE19p1UUjJZP66ZYVKmd83mch8prF/qFWOqj0aUpTab9yglOdZUME2YspBzgvfYffCCljNCuWSGRUjvAQ8Asu8B/WBregyWz5qmlFaG0PFAR8xrbdJCe6Q8BaCsxvwO8L1FQEjJSBpOOGatzQ1Fh6M9hy+pA8CddzRo1nXAmydeVeu5ALyDqLRsStBwYlqTM4Vwr1ShSjMRCXlWXAkWwSO1ZiKZVgeyVCGBNg9/z2BuU2tzA9qa42pd3t0ySaMaBvJF+9BAxq88Xk5ZkzlStHhHQlBhgnkUK76m18U81Jey/vL3AIpCx0yYyrzNC3DgiQfws12dikufIWWyyJ40WMVjEWxf04Ftq+cV5SJRtsnQzHgsrCnOvCcNFulsXu37lEOUrdyLBjM5daBmqE6fcRA8ceWGek4eDAf1/u3NMf8QZ/PESCs+Q9S4fjk3ZZimpD5lGOB44b4PQs2U+/b2dvzpn/4pVqxYgQ9/+MP41Kc+hS1btmjX/PjHP8aMGTOwdOnSmjzzxz/+Mf7gD/4AfX19+PSnP43f/d3fxUc+8hFrTP+jjz6KL37xi9p/d911l3bNtWvX8MUvfhEXLlxAZ2cnfud3fgcf+tCH8A//8A/YvXu3du2f//mf47nnnsPHPvYx/M7v/A7C4TC2b9+O1157rSbvVmswHl0KFm7etITkAc3iSmUjk82pRUorsxRYnkXETzijsKIL2OTQlpsIq8nxFMzMfhvbAGH7PJFMY+O+kxpv74krN7B9jc9jTKWbqI+Wnv5moiKFCPmo6aoEfNYMKrAMaaDVV8YhPn/K7lplXzI3ortAA5dMZ/Hkc97BRB5IrvcPasodlURpvQU8RdOMe22si3oMA8KSYnNjM8aXDCF0C/NQw7sm0znsPXalKPGL99rZda6I7UE+xxZeIq1Hd7dM0g5I5MqmF4a1A95LpXF3yyTNEk1Bz3c4cvFaUU7C+qXtRfGasUhIU9hl7D7bTitrPg9tk5TWT5PpoUEoVfKwLA+9MmFXVnm2WYyk4sm/k81GHtyPX+7Fe6m0shg2x2PYvqZDeRR2H7yg+kUW3aFHgkrsplWzcecdDZrniXHsspLtSIJ9ynlNl7m0SFPJ4eFqztYXsPvgBXUoBDwZ0CqsyyYo8w6de1uzWMqYY7LZyEMjFQTJeS4506XSSjklc09WL2zF9f5BZeUdLIQDAH5NAq57frf1ubMq56O+oPRzDq1f2q7GsSeRwqvbHlKhbvHC4Zhx7LJOiOfdiqiER/a7DJ2hFzLocCctxCF4RonJDb7102Mp0RVCGQJjhj3lURxGx0NRdyKF/oGMWjOnu/s0az8P83IfovyQYVkb953EzC93YeM+z2DH9+QhhO9BY8X6pe1aOBi9xVx/MimaSiTXYKkDhZSRPCzJeSVhKvNBXgDbb7Z0zsXlXZ04v+Nh/OSd99T3LQUjDg0EB554oCjfRIZmDhoGM3oA5eEtl89rhgzKQgCad0KG6vBaylW51mh0k15U1tt5dKGfqEuwXz71kV9EOOTLCknOwWf1JJLYuO+klpTMNcw9ebyipsHv9957L/7rf/2vgd8/8sgjeOSRR2ryrJs3b+LP/uzP8JGPfASbN29GOFxaUZs3bx6WLVtW8pof/OAH6O/vx5/+6Z+ivd1bEA8//DDy+TxefvllvP/++/iFX/gFXLx4EUeOHMFjjz2Gj3/84wCABx98EF/4whfwzW9+E1/72tdq8o61AhUnk6bxxJUb2LjvpNoQQ4CyzJBaCvAVQy50xlrvPnhBUUkBOq0W3fIUpgRdeNISlUim1SK28dATIZAfWufp5qbXdbpHKZdk9KF1k1Ri4XBI805w0ZsUgNzsJL1cEBg+Q5AikLRiA5msZrnNAyqRmFY9bj7yWQvamjQ+ba8Krz/PuwuCh0KW73v/9pc0xdi0SDfHY4XYQTsdpbyfHC9aqrbtP4t5rU2qqiY3UknpKONSAaAnkVQHG1K2SeaJ45d7cbUvqd1PcsKf6e7DG703UR+NYEvnXLXpNRdCnGSFShZEyeXzKvTGTHg0DyGcB5JuNZFMI5PNa/0nLbnSYhk1qFOJvceuaIp9CH44AzmUl+16WYW48dDL8TXDkWihl8+gy5rMJwxTYTEnwGcTkf82PVe0jqIwTo8ubFVMJeT55vxKJNPoH8gU0dFtWDFzxLmfzT6V9KkS7FtJSZoshLI9urC1kFMTUvNIUgLSWziY8QuqEdv2n8X2NR1FVJvSAssxkIoK542s+nm1L6lIA0wljIaOgUwWmWweuXwey2dN0yiMmXty2uDdl7UOjl/uxYzNXep7HliZa5FKZ5UcjcfCRVViU+msRhFJJV4qpUtmtCi5xzbfv/2lIjrO5nhMyTTKzb3HrmiWVub81EcjgVSGGRHzbFq+zXAfUvyaVuzF7VOUXGJy+/HLvXh63SLVByRe4NjsPnhB5eBQseXzPQu1byiT4YlSGV3cPgVX+5IVVamWsliOuVT4CdscKgf5G46dlJVUYvlcXi+fQw91JpfX5Hcs4u217IdYoV4A6VQB3wDjJYjrSd58jqS+zeXzqu8BnQo3K2JTKSel9Z9r5bWePrV/cZ4zDMzGPvb8qR5FKMK5zT7i/BiPqJnlfrTxwx/+EIlEAp/5zGcQDoeRSqWQy5UOs7h58yay2eBkq5s3PV7v5uZm7fMpU6YgHA6rROCjR48iHA7j4YcfVtfU1dVh5cqVeP3113HtWnFS6ljCpHqjdZkKEdHa3IDdBy+omGNZeIcKlOSXBoLZUWTctrT0c+GYlihpBaBFgws/HPKex8TJ+mhEJfK8uu0hFcbSuaBVWdQY4kGrnWIKyuuhFju7zmssH9LCJi2DtKTGYxFlseSfZNaRlp71S9s1F7m54fBwxMp4pvK5emErPvWRX0Rrs16V1EzWOnCqR1nGTAsFIYcoHgvj1W0PqVALgrkSMl70+OVeFVcM+EoBFeh5rU242pdSv6WSwjAS6dZkeE8e0PqX4VzcTBlnHAl5B83V4ncyhpJWFnqEGCpDy4v8c0vnXM0yy1h1me9A1zKTH0lZmYc9R8JUuiV1qqzKyEMcQfpRtoFWIEk9O7WxTrNaScgkNBMDmawW+1ou7p0WK0nPSVBxAqAxA/E5KIzHsl3fxz2bu5TMGA1quOL38uUCZUYsElKVk+XaYv/5Mbx5FULoeZjOA4Cad3XRiMqRIEz2JRkGKK3v81qbNAo9GYoHQFnZD527qkJ2zOqXVCQ4BtLrRwskGXMoN2nA4XhIBZnrCtCTT2XImCnTo+GQFrfel0wrOcG8jZ1d57Bs18t49pU3lWWfIZWSRtjrcR0McaJif3fLJOWJCTKrMMekfyCjUS1LyHAfaWTi+jxy8ZryVhP0zJjEC2wnvYNAsaV8S+cctY44FozVlsQQ3IvMQ4kZVhNELRuUdMvfBFWjtV3L+bZx30ktvMYGs2Iy4JNscH5KLyO9K4CnbOfyeVWLQDIUcY/tTqSK2IqIyQ06TbdMJLfJL+5HZjVmetul1x3wqWFJBCLvx31Pesl5aLNVVB4vmLC0Na+++iomTZqE69evY+fOneju7kZDQwN+5Vd+BZ/97GdRV1enXf8Xf/EXSCaTCIfDmDdvHh577DHcd9992jXz58/HP/7jP+KZZ57Bb/zGb2Dy5Ml4/fXX8cILL+DXfu3X0NDgWdR++tOfoq2traiIAHMJLl++jGnT9KQaCR4iyiEWiyEWG34cKxeKPJlSuMxrbdJcmtrzC0UmVs6drirRUkhPLlRHPHHlhjoNZ7J5pSTTYiO59YMsWDydk0GAlW9pIbyjwbPwSOu3FHxPr1uEp9ctUgKqLhrR3PJSYJlWeI+j1/tsIJNVVgFpCQY85U1aKY9cvIYjF6+puDseenhY8qzsES0W0ARjDhlKIwtBycq/PYkkmuIxLJnRgiUzWpRHgJBeAva9zQMSgue6tFWU5dh3ne5RVryrfUkt7EZCxgfzt8+f8qzFch5xAyIbkCy6QtYkmVMhi2c9+8qbeK3Hq5qcTGfV5h+k3JrzXFqk2P5YJKQVcgP8wi0yPlPei3M1CNwH6B2S+SPmGMiiP/0DGS22W4YS3POBxqIiWICnkB+/3FtUaVZW1eRmxtA2898StMwtaGvCT955T+sn6YEDvHV0z+YuTZGSY80NlZ6I0YpHTRZiuNkP3Ykk0tm85qEj6H1kDG8mm0cyndbuRcs87yXfV1ZU5hjLtbZhhV/19bWePmVV5LWyP+Xa8kK8fE8QrzfHP1/4jgV6zAqosj30XspiXLKgG8MMZC+xGqssOBWNeMqN9NLSS8rfpizvYKIhFlZFCQGoPUKuh0QyjfcKFtX6aFgLnZRyPFlIoqQnhtZ+GgIY2kMjxkAmZ12fNuw5fEklwCcKyaCUA1f7kkrB3L6mQ/NS2eSP3KcAPSzUXCumlX4oFvqg3xCyOq3Xj95B3czpMb29gE8sIOWq9HKb8oUVoFm4jWFtQWhr9iqfT22sU4dlWeG4Oe4XneLec+jc1aKibJLIg1EB3M8nN0SRSPqhqPTMs930gHYuaFX9tHLuB9U4Sev95IaY5h0db6hZhdrRxhNPPIG33noLALBy5UrMnz8fZ86cwXe+8x0sX74cf/AHfwAAOH/+PJ577jn80i/9Eu644w688cYb+L//9/9iYGAAX/3qVzFzpq4ofOtb38Kzzz6LwcFB9dmnPvUpfOYzn1H/fvzxx9Hc3IydO3dqv33jjTfw+OOP4/Of/7w1/IjVxSrFunXr8Bu/8RsVXx8EU8AEVauT1Q4B383IkAxWQaU1KQSveqKtepysasiNRlagk1UbzRLlQdXigOKqtrLqn3Q9NxcS1czS9IBfTpuhBrZS7+w3s1qddBHyXjvWdmiVYtMiRrnVUqmU37Gtstw8oFcdlf3SXAhJkvdqjkfxXspXEhkaZQrGIKtZENh/Ry5eK3pmOKSz7sh50xyP4d1UGjljzIHiKou2arBSgJtg1U+guKQ6Yfs8qCJuJARMb4qr72RYmdwYzd/HCuuArmgePsy5LqvB8t0Axob7tG2N9ZGig7WEudGa65TvKte5XNc8MLMa7uL2KUXhDmZfsD+AYgUzCKsX+iF/I1ma3WeMyaM7kSqq0gp4YRtRS0idbKPZjxJmNVdZrfnZV97E6e4+LGjzy9yH4CmvZrVpfu6FDenjTsjP+R3XXv9ApugdFrQ1aYm3BD1NskhfUNVS9qOtsjH7MZPLB8oLVlemfLy7ZZIK0+tJpKx9b5OvnI9810wur1W+BaCUKbNvF7Q1qcR6ANpY2d6J480xAaCF4Mn7HnjiAdz3h9/V3oHjwjUdj0VwfsfD2ruUO9TO2fpiYU+NoKWxrkhWmXt1JfeUKNcOWWXcpsCzn8hUw5Avgvvd+qXtRbKWB4eomDtmRW/ew5wfZqVo2/o0q59HQnq1aGlJ7zrdo+ZiKFRcQI2Q+w37Q+ov8nvuy3L/N+f0SKOaCrUT1nKfSqUwMDCARx55BJ/73OcAAB/96EeRyWTw4osv4jd/8zfR2tqKOXPmaIw9v/zLv4xly5bhiSeewN///d9j+/bt2n3vvPNOdHR04KMf/SgmT56Mf/3Xf8W3v/1tTJkyBb/2a78GABgcHLRa1OktkAcDG/7u7/6u7MAAqInVHtALZtCS1NYcx/ql7Sruk3FwciOn5YQLk4VTAJ81wLSAkDng2VfeRHciibqoZ5Ge19qkxS3ynraYSlpWjm5+UF27++AFjXmCVn4Zy9ggrN+N9dEi3mbG5ppZ7qZAJaQlRvalFDjsg6ObHyzqv2g45G1YhR/EY2Fs6ZyrYhQp3MyS9NLaFi5IHN/SYsZJ+1YIr9hSGCwqRiovadWVoGeGQlCOQ2N9VMUSmjH8pqCUm8VAJodc3k+SIvuI3JxpBZdWEMDfaCm4TSsLk3hlzQM5ZswPYMKVtLZI6yXRuUBXUABYrV6mssxiNwTXiXwPegckuGGU+kzG7RK0Hh06dxWpdK4ortXmyZBtzsOzmC2Z0aI2YXPNTW9qKMojqFSpby7QcprVUEca/QNeP8n1mM7llZIbjfhW6HzeTxKWB7CdXeeL+pvzh4eA6/2DKjZ8z+FL6Cn00enuPlV4Tq4vU9EfFIm+xN0tk5QCy8MC4I0/jS6U0xtWzNS8dZKhi8/Lo/igQiW0J5FUCpmEpGY0Fal0Lo/VC1utltbmeEyt4cb6qOYNvtqXUs9if9Gzy1Aefs4+M9cEi+uZhpR4LIxM1gvj4MFKhrdwrOiRIGRcN2Ukv+dhnuOahxeisWzXy0WHE9JgErIyqxlSE6Rgb+mcY1XebfcplwxbCscv91rbQIt0NBxCNBJCfTSCu1smaQo8LdJUpCXy8HMTphYOJ2ROoydHUlnTkEBwD+4Ta6W1cJA+cvGaMijQIyn3xiMXr2kMdptWzdYiA0zPgCQ7MBEuyITls6ZpRg+GHlKv6O0f0GSauf+PZ0zYmHsq0suXL9c+/9jHPgYAVppLorW1FUuXLsXp06e1GPwjR47gL//yL/HEE09g1apV+OhHP4qNGzfiwQcfxDe/+U28++676tnpdLFlgEq9GRJkYtKkSRX9VyvlfsOKmUrZGsh4lnhmgTP21KxoGMQewYXMcM3e/gHlDg3BZw7gBsSFSdYCSUUJ6HGfBN3JgB7fK2Mfk4aiCHixpEz42rCimKOZ8dQAtBjXnV3n0D+QwfHLvUUxr5JtxOSCjou4z9XP/KhoA6cSyE0ilc4pxhK5ccjfcWM0GV4GMz6/P+Bb4mX3tYjiUP2DmQIX89tY3D4FfQXWi6fWduCptR6DUDQSwuSGGPoHshpzAZUb9oVMvDQp6+SYPbqwVW14DTFypGc1XmcAyu0KePSe53c8gvM7HlGx7ixm9l4qo92f1I6y5oEEFRUe7GQeBeeG/x5hJdQ3rZqtPdummPYPZFRfS/pEwM8FkMwlZlIiAFV5UzJumM+SLCd872QhoZGVLpmXAAC5XF47hEoFw6zkuPW5s5iz9QWrwtaTSKmNjSwmJn0qIdu2emErGuujOH65V23YrOI8UuCapNyRIJUfc11oyQ6HvKRPxivTo8SK1Ka8k9Z9M0xCMig9f8pjWSHTUTwWKXhycsoKSGpgidMixlcqVqSRlMnm65e2Y0dhzcr7NcdjeGptBy7v6lSHDBvy0MOBZFy27A/zHieu3NA+I1MJ4OfNcL7JvC5ZlGvDipkqcfHIxWsqx0h6i83x48FcUpJ6fZNTiuNP3nkPPYkkYuEQevsH1NriYV72d2N9VDEFpdJZRWso+1ey+TTEItqBg4XMkobn4NGFrUX5Fqz2HFSpWTLY2NhsSsXTVwKTlYl5WBzvJTNa0FqgrmZ/MmeDSAhqSiq23OuI50/1qHl7urtP2xspD/uSaWW8477C+zMe/9GFXp7c86LoG/fDp9ctKsoxo4zvK4RLsZaIpOgkzLnVVqBHBfwD8YFTPXj2lTfVYZ5Fqp4/1aN53CnTOM95/5FmBRsOhq3cX7t2rYjycjTQ0uLFOpnJr01N3iC///77JX//gQ98AJlMBgMDPs3Wd7/7XcycORMf+MAHtGt/+Zd/GQMDA/jpT3+qnn3jxg2Y4GfjsUgXhVImm1cWpQOnetSGnIenfDbHY1jQ1qQSokhlyYV9plBNkLopJ38eehKeWQAK8DcEggqmBHl1AU8Bl/RWVFokDR03go37TqpNsS+ZxrOvvFlkOe3tH9DoyZjUyXelgKGnYM7WFzSGmz2HfS7odC5fEDxeMp/NTe6/U1hZE6k0UGBKrC6wkQA+XzUFEjfHlsZ6bcNlUQ1uVATjjZPprFKGU+ksnn3lTTwpiu/w/XiPHWs9FhAW7Ukk01rcayqdVUou36G5QGfHvgnBs7xsWDFTE84caVmcyUwAkxse59Dqha2KM9+0JJFybuO+k5pCxDnSV7AMUolnG1LpnJWmzkY1R+8R53yQi5cHkOa4X+pcjjE30y2dc7TCPBKJQlIvx396k5esPLWxTr1f54JWpXjnAXUYlYqByfjAa4Os8Q3i0MaEdbL2SMTCIUQFTScPUV2n/U0c0Ks4jyRCIc9d/tTaDvysQOX3Ru9NLVkW8NYPY6dt8dAy6TqR9N30lEX3/eF3lcJnFuDb2XVOrbGWxjptvTTWR/Gzf+8PTFSUymssHFLhCQmRuCnvtWnVbDy9bpFSKrYfeA0zCjk0Ui40x3Wn/EAmq+a0NFgA0BTMEPR6EEtmtKj+/cmf/Kp2CGbC+uL2Kdhz+JL6tyx6RgVRcocDUFVHfYpmJr6GFTWrv/f4c7NPsF9RDsuqtgDUWufvBjI5dSCLhkPYc/iSql7OwlgkNWhtjhcd+O5oiGnWaMDj/JdUs6yzwiRdwpbgys9WP/MjjYQBqIy+shSYDEq5wbGhnNvZdU55dikrpBGM84aGQCrgLY31kImk5r69++CFIi88dQJJDc21k83nMb0prgwspkjlfJWGpeWzpinlmrKMe7XpzeI7EN7a8NocAjTWudPdfWpfZg0GU1ZKymQSN8iQ0/GIYSv3AwMDOHv2bPkLa4x7770XAIo47Xt7vc3yjjvuKPn7q1evoq6uTiXJAkAikbAy7mQyngWMVv4ZM2agu7u7KDH2woUL6vvxBBlWwhhhwlyMjfVRbaFksnm8825KTXTT0k5h0FYoHkJle8mMFlz6Sqc6UbcVCqew6EpzgRXBljAoGWykhVsmO5IbXCoXtJLnoWfDc/OQyqzks5XvT6VJCiKCzAyEGSsrQct+LBxCqhCWJDfEHWs7NMU3HotgyYwWJfiXzGjB9jUd6BGx2FRUqUgBnpLKjQrwrZqxgmVEbowNsYj1ELJ81jTVn4Cn2E5trNO44nnIiEZCSrllyMHdLZMUg0FbcxwNsbBiyqCnKB4LaxZPWq0lU5EJMuAcuXhNHcqoKHBe5QtjxfEfyHgJkVSa2U9k8tmxtkNZbfoHMkU0dbJOAi3dNsXM3Ixi4ZByZzfWR1Uf8cDMOb+4fQp2dp1TBydpReec6e0fUIwaPYWaCq/19CmFb8mMFqV4y2JZMimP40c0F2o9SEgL/JbOORrDFeAX3KFFGvDZLWgcoLLG+c3ExpFkzZHWslzed5ebBwoWVyOY9GnWKmDfmUWoOF+37T8bSIcbj0WUlw3w55Icb9uak14RKvXbVs/D0c0PKkWC9IxmWwGd559jceLKDcEEpnttMoUK02QDAvQiUACUXKG38MSVG1pIp9m/DPOiMk56Q64O9hgVIVlbghXEubYoRwcyWTVmyULl0Pvu/AWtzZJLfUFbk1pf/QMZVbXUS9L3WlAfDSvPHfuBVWY5hymn2Ec88DULJiUb6B1LJNMFL6fX9hD0nDYztFMyt5hec4lK2W94HT3xV/tSKmRJHvo5VzmfzfBB6S0FQkX3WDl3OqY3xTU9gHp+ULRKOBQq2idzeSiWJdYxIBNdczym1mqqQKQAeO2gck3PYgheNXDu9WTOk2iOxxSVJQ0vcm+PRUKY3uTJ09bmBmxf01FkeJOUydXmQYwVJmxYzgMPeIl1hw4d0j5/6aWXEIlEMH/+fABAX1+xYL18+TKOHz+ORYsWafz4ra2tuHTpErq7u7Xrjxw5gnA4jHvuuQcAsGzZMuRyObz44ovqmnQ6je9973uYPXt2SaacsYBUXua3NSnLBKn9aN2iC1oqvRlBVQXo8XTxWBiN9Z5r+Ojm/6hR+9E1y4IY/QNZrZLmq9se0qqoSlAQmMrIzq7zqsIjhR0tFaSdM+EnBfrChZuLDbmA/HK6G09cuaGeYxbnkMgULErcfF/r6SuiwpNxh2T3kZuBadHg36c3NWgJstyonnzurNpsGuujuPSVTqyc+0GlnG3pnGN1X9JdTrah7kSyiCueoSCNdboFS9KK8R3loYVWNeluBXwLGi0zfcl00dgCvhIjD2Xb13RY6f9o0WPspbT6dJ3uUd4d9mO6UDFThnbJmMpSlm7v4OTNrXgsrPqJgp/KG+lbOefNPBCJdC5fFJ/NYiy0NDHsgaF27ANJ6SnHz2ufF7/aJEJt4rEIHi1spIxhNT0XAFQokNxkbTjT3VfI8/DGXlYwrjXWL23XjAYmHSOVSEAfv/mFipTZvOfxkaEU3vvqaz+TzSsaxyDUR8PKy8IEVo63TL40YcpUaa01mZmoqNKDI1nDJMyQIaKtuUF58hiWwkMbQ+T2HruiVSb1kFd7h6RWpYwyD79UyFjFmLkYPMTzwMrwL+ldIzz2In/Mdh+8UJTQSQPJU2s78KmP/CIa66Ooj0a0EEhC0vuygBstyRL10Yg6NFAWczxsBzsq6/K7RIGOta05rooncY5JryoV5VhhkpptMZ9TCcUsr+srEEMwNI1GDc4vUhIDviddzu9wSK5ynyaWxhIe5DjG8VgYkxtiat0zhEkq2bLQnImU2BcGRQgum5SHT0UsjXubVs1GLp/XEsgBP5GW4CGLMCvdhgA80nGXis+/2pfSDvqyToGUryNpvKgVJmxC7cyZM7Fy5UocOnQI2WwWHR0dOHPmDI4ePYpPfvKTKjTmq1/9Kurq6vChD30Izc3NeOONN3Dw4EHU19fjt3/7t7V7fvzjH8eJEyewefNmdHZ2YvLkyXjllVdw4sQJPPTQQ+qes2fPxrJly/D3f//36Ovrw1133YWXX34Z77zzDjZu3DjqfVEOkpP7dHcfzr/1LjI5T3CbLBsUaPzN8lnT8MKZt1QS0z0faFQbFincdh+8oCUshuDTPMr1bCbgNIjkQVryz3R71IfLZ00rsmgwxATwk3qCkt6YHGOzwPPdpMVCMkvYkny5KWxYMVM99+6WSXij9yZS6az1elqIAe/wwdhMJrjyngxvMJOsjl/uRU8iWRD+/qZ3tS+l3V8+O53zii5xQzt07qqyo3FsbWwSpNzkfSVbAlkwrvalVAKSpK8kqBxsWjW7iK4T0ItS0YIWEu8haeoYNiHbaSZCm0xKpiLlhUfkNYXfBiowMiFXMgSF4Fl0rvalNMq1IxevqYMMr53aWIfdBy+oGN/GuqhKOgSKqQnjsQjuu/MX1LxfOfeDiqGIyd+2EJv1S9tVIub8tibFXsFwknAopIq6DGaympXUa29WVUmV1muZxMhiZUzKbS7BZEQPCp8RdHCvFciadN8fflfNM8qj3v4BTG6IKSsqwxAlrSot0yb7BeAn+fVYrLVmQuZAoW8ZvnPk4jUVGrbVskZM8LC199gVVWyvJ5EsYqSi8iGL2nnt8dmxKL8k85b8LQA1V6gMMh7+yefOKmVT/q63/6r6N0MlmHhtHn5bmxsAhKxsU7I9fYX8KZnQS5jsNGZhsqaCFVbem3LE3EPqC2QORy5e08IhTUsyY6cl45mN0x3wufh5mJZgMrRkkrnalwwM33ik4y41B0tx2vPzUlZjOY/fS6VVaJp5ULRREkvCBe4feeg0sey/ZqFor1/ajjlbX9TWfT4PtQ+bBBOSdpt9Ob/NYzfqK4TCmaG03Msk1TXbzPGU7DySUjgEaInktvCfhkLRNtlGWXyxfyAD0q2aBTLHO4ZNhfnzn/8cjz/+OPbv31+rNlWMTCaDb3/72/je976H3t5eTJs2DZ2dnVizZo265sCBA/jhD3+It956Czdv3kRTUxMWLFiAdevWobW1OAnp4sWL+Id/+Af89Kc/xXvvvYcPfvCDePDBB/GJT3wCkYh/wh4cHMTevXtx+PBhvP/++7jnnnuwfv16fPjDHw5sbzU0RrVEkKUH8K2PkkWGgklSUlKo2KjTTKaFZsE5TBo4U+GjxcxUak0KR8YP2qgCpfIcgk73Z2srr+e1UviQWx4optojzGq1vB8t+SbPb3OBUku2RbahqWDZkv0rOYQl5Rd54QGfds6ssifBTV/SIV7e1VlE60jr2p7Dl9DbPwhSn1JhMA86su9Ij8o+sVG68Z7sCz/mVjC+FO4RDnnxrewTOV+oYHcnUmiOR9GXzGjtYjVEwHPVk7owKHRKjqVJ+8c+kfOHTEc2KlaTLo4wxy2IWpTrJYgST1Jqsv+5Qct7BDEjmRRycixJOygPnTZZwY0SgPVgZyIeC+P8jtpUI7dBhqoQ5vrknDNrVnjt8w5StgMf5w8pXSUoE03+f0nlx3Ek7WEpmPSpcs17bD46yxNZPiQDkE3ZDQJlskSlrEgE56vt3q1C8SP2HrtS9B6SPtHGsW7WOpHMXlf7UopOV8pJmW8ijTCsewLY2agkxS6g0+naGL0of+V95TvxnWW7qqHrXW2MaanfSchnyr3HVvmYe608ENKgwAOSnPqrhczn2Ow9dsUqC7w5VtzPcr8mKCNtlNVmv0oaT8I2njwYx4yq4TYKbs5jyjcpU1Yb+gSg1z0Zi9CcanTICa3cTzSMlXIvBaikBTNhE7jmpmVSvhVbZz1LpBR+vO99W76rFZYpx0XODc7cxAkmfvGWHn1iTCvkY25CtjYTT60t5uHvH8xYi+EAduFhUmrxwMRNShbB4fvLw5RpSZF9RSUlHPKUGKmY2yx23nh4z5ObITdahuqYPPTmpmWCComsfwBA1Q0wqcUkfzUPI1KpkVzFNiFbDdgn3OQ43jywkAGBbbeNLK8153prc7xonBa3Twn0CEgedNlvtjZTCeUmy7YxbEH2T1OAciX57rcfeE152w488UDRuNPbFAkBl77iH/rYFh7KIJ5L5Z73bo77VKVcC6Ox8cmibf67N6B/IFtUb4OK94YVMzVFxOaFoOW3VHK8VLyknLQpArK/TY8MFSjJwc3wQnK3mwc4CcnZTiMBZZB8T6nMB9XaUMqQOCAHgfczKYYHMzklN0yZA+jyXa4fc54BdiOBjSudBwlZlE5apeVewLE2vXLEz3Z1qudJBdBroyczSu0dfl/4MtUmawF//UhjhjzAc02Wqk8TtLYqiQkP6lMbjzvgz3kq16bMAKDJAhuC+p3va047aZHnYUIWIfP7Oxx4KOB4ybojLExFSlJZ4+T8jke09cP3NPuOsqd5lDnugep0yAkbc+9QOaRrjlz1qxe2Kqs9Kc4oROT177yb0mjG7m7xJtSCtibsWNuhlH8imc6qGOz6aFiLlZNJOOGQd2BY/cyPVDiEGZLH2H+T0o8HlFxeFwrzWpvQP+hd2z+Y0dhR+LsmS1w+IWNK6WokZZeNFTCdy6O3fwC7D15QbmZau/l7xuaRKg8IqZhRulr57gwdsW3ozGfI5v2DWf9ARiVPPm/EmBNbOufi0lc61SYr4wnro2HsPnhBsa3Q7Vgqvprx7W3NcaWA5vJ5Ff/YdbpHo2OjqzcPLySMv2VM6LzWJm1e5OFbR+S4RULFDCASjPVcPmsatoo46fltTSoRDIX+B2BV7JnQythhACo2eX5bkzZOVGDN0DE5T05396G3f0AlV5JJx6S63LRqtpZgKCn3TG9QHj5jiEQIfnjR+qXtKiyIFLRkAwE8RhfGiXONMQ6Y4VzM1ZDPZR4ID5Yy+S6Ty2PDipmjYtGyudfJeS9xd8skLe6YcfoMP7HpsaZib66DIxevqXAM6c4/dO4qtj53Fu+8m1K1HWR/m5Us3+i9WRQvnM17n5MZiomGJkLwxo3Ki5Qz65e2Y7WIq2bojE2xZ3h1rnBQNzs1BCj2NMILd/E92LGwx5W+fU0HVs79oKoaa4ZYSIYzWf03pVm+vVyi3v5B7D12RSnHPYmkGksiGgmpcDLKLR622ZeA71Wl3Nm0ajbO73ikaP0w52hrgUmsL5nGoXNX0Z1Iqr6jQifnhHkfVjjeuO8k9hy+pBJYZU4V5TeT4XcfvKDtuVyTZv5VIunR/JZaW0yqJ9ubpHUmpFIraR0Xt08pUuzjsbDaOzjnwqEQ7t/+ksoneGpth5GIW0yZ7LGEzUVbcxwL2poUKQJJJpggS+QBtW90ne5RNJ6TG/zrYuFQSa/T/MJzGOrJhHGOhcxbSqZzWLbr+9i2/yzamhtUxIBkMzKNCrb9djzBKfe3AeQkBjyB8sKZt9TCkEwr5KslSDWWSKaxs+u8xm1L6km52KSwuLtlEq72JVUyjtwUuKmd7u7Dtv2eQDXdxWRrMGP3TRou4rWePmV5Sme9GHOpzM+5y2NQClJcmdTZP5BRCll9NIJs3i+EwWQhgn1DNgnJZAP4sXmkSEums4JVwj9ImEwym1bNVpt0LBzCzq5zCIdCGoMN49ZPF1yoQdZ2yd0vC4CR0zdR4AzmISoPKM5nornAqb1p1WxljafwnNfahLpoWCkdVBSLE/Q8Qb1hxUxVgOZ0d5/mRWJRJvNAms0DjfXFjC8EN8pD597W+v9MQcH2D035AqtL8UFhzl13YDCTU9YeKgKXd3Xiev8gEsm0ltxlUzJNh1gynVNhaSeu3FD3JG95XeGAxXknNzgqbyHoPNNU2HgNr3v+VI8aZzmfmGjHOb1hxUwsmdGiqOgAP5mWSteJKzfwqMF7vrh9ijZ3qASE4IVR7Ow6X8TIMhIw61d47ckqzxjFA71EB0714L4//C7e6L2Jp9Z2YNuj8wD4c/opi5EC8Pqc40Rwrcz8cpdKbKeSQYVExiCTt50yjvLCTOyT96f1OEhxaYoXl71njDgP6fSyyD4CUDgke4wh0mfP5H+JfKFfJXtafTSMTatmqz7OFN6XCmo278snrn9aillPAvCMRoAXase2dRcK6ZHrn30gDQMqSTObVwdayht6Nvmem1bNVgWteOgkq1LK6Fsy57AH8kDRNUDxYXtL51w8tVZnVyEDTnciqWhjOQ+CDmzy8MOxlSw3JI4w574EGXMYTiipIuU1XMPLZ01TfcrwQfPAm0rn1LyiN5pzXPaplPUL2po0OlhAT+yl7GexMlK7NtZHi5Jx2Z9PPncWO7vOa0nTGVPYGjjd3aeSa7sTSW29MklY6gfdBWaynkQKl77SqZjKaMAx5X0qnR01yt+hoCbK/TAjexxGGMySlzAFOTekbfvPagm4EqbyyN801kcRj4WRyeUVJd72NR1qc33+VI9isTAtH7FISAgUXXWTysT8tiZh8fT/T6WHFlUJnrh519MFjv6Q/piipM6EYDch8wYtwMtnTStK+gF8NgnJnxsClHtWbuZM/KOFmgV3CBbMeHrdIjTFY+qAlc7l0RSPYdvqeWhrjivl2mbRDsFzp0q2GRZ04oYpx1PShBI71nYoIUuLkfRqXO8fxKWveIpvMp1DUzyGIxevKTaXn7zj15pYIKwoPBTaFHUWZfL7xcfi9ika2wPgUw4SqUJYACEVYcJzRxe7kOlxohvXVlyGVna2MeiwETcOR7SW0VPixfHmVL9LLwfBOffowlZrlVPyTUuFhFbclXOnK+sYeZs5p2VCpcn6IBUKMxnvwKkebe5wjl3e5VmaOZ+S6azG3V1ryMMx4FmT/Y0+pHioJesXFRLS7HIOH7/cq5QOei0IGiNe3faQNpapgmW6J5FSBYGC0NJYpyX/cV7w0GbDtv1nS1oFl8+ahm37fQtiOOQfOoIOWLQ6dy5oxUAmq2QqPUkStncNiec8+8qbqo/lIZJzh/1BRitzrknr9dW+lNWb2pdMFyXTMnFZUi8+f6oHuw9e0PIq5PqV81nS7lKOBNRpU/1DxVzWlZD0wHyn8zseUcUBm+Mx5Y2MRkK4XKi/IJmyyK4kqWffS/l7MJXG/oEMdh+8oBRvWrFt4PsNZLJW5jj2PdfwkYvXNK+H6SHn+7KgVaJwsOE87u0fwJMFpqo3em+qZ3KflYaKA6d6MGOzZwU3C3XRIs41yXEmox9h6h+c/83xmPLGyUJrgJ5MzurJZDajzDXREAtj77Ermlylp0J6XunNHK8YtnI/ZcoUbNiwoRZtcRhBBCnsbc0NihoN0ItXEKYADAGaq7Z/MKNZWACPP5fWXFb8O3HlBl7d9pBWoEnGeCYNF+2hc2+r+17vH1S0fAz3aYp7VQNbGusxX1Djse0HCuExTfGY9j7mgZ//jMfCqIv61k32G93lMjQmCLLQBw9Ukn4R8AVQ/0AGh85d1QruMGacVhhzg5MgI4KMewa8sbm8q7MoKat/IKO8EkGKBZEpKNkUsqQLpICTfURhDUA7SMjxvN4/qPiJyaQk28z2TG6IYuaXuzR2C4KbESkcm+MxbOmcq81fGTZgU1wy2XxR7C77g5zZpIYsB3pjuD5ikZDiaa6PelST3Lwl7R/7SFK+mjUX2GdBc46HYq4fHnI4Lty0z3T3aXNaVtRsjsfQ2z+gue8lHSaZg4LmChWE+7e/VMQMU4q7e7gwLarJdFYVu6uPhtU7PL1ukRaiwmvlQZvKEjnCAd+6zYMSPSE8zFAxzAOaMsXncBzY51wfO9Z2aF6bhphejZhGhlKhcfFYWI0tIQsKck6l0lmtIifgKY9HLl5TMvWN3psqXELKcyr9zfGYMiDMb2vSvK30xt5352RFN3n8ci+u9nkhNFJmsOYCw22k9blzQau1yqcn5326xea4VzOABhSpbCeSaUWzGYIXa89q49IjSchKynIvkAr3jrUe3a53KK7TvMU8vHQnUoqCmN4JyhYeNpPpnDroSmMAFXWGsEkKXoaRmDTAMsSkFFiEjh4p2b+mF18q2kGWcBni1ByPWY0Ntn3KvB+NZzJ0iIYOeSWt/KXymYhwyJvXvAE9SZwfct+vi0a0qseSMpPgnmLWXUkUwrRYUZ06TClPylhj2Mp9Y2MjHnlk5FgRHEYW/QPZogIu9dGI5mYLwUs44om4KR7TSlabSVgsEsJNJJPNFcX0S8oqG3oSKU05lCXGGe7DTWTDipmKeq8nkdIUJW48kxv0WGfAL5pByyYFFq3UpsWdAlhuArSMrl7YWhRXf+TiNWsRpGgkpJQ8CkgKZNOySt5kKo2Ab6HpKwpX8pazHBuZd0DrJRBSCko8FlGWfykIM9m8lpxFfuMjF68pFyqrOwIosnyaGyrHnlzTQIFurbABUEFOJDPI5v0NhddGQt4GwrnFPuUmyH6k8sZDkpzXqxe2Wjcceh0OPPGAcuObG6i0Pm7cdxIzv9zlhzEVbnnn5AYsmdGiLHAHTvWgtzAW65e2o7E+amWL2LG2A0tmtFhzYGQJeM65p9Z2qHoDDIW7787JaKyPYvmsaaoKpXy/voKVmjzNpMFkPDYPZLKKKRULs3CdCVr05Dja+NZrBdN7A0Ad7hOF0Lq9x67g/u0v4cjFa9ixtkOt81g4pI0BN3w/MdA73C2fNU2z+CbTXpXTQ+euqqQ8IpXOYdOq2SoHieEntLAfv9yrvD0+E5c3Lsz9CMGbB7LImgzp8Cu4RopqCMjh4Xx4dGGrVgAPQMEQ4CeIJ5JpVR+A7FKAp7zzHRhCYVYAZZibDH2igs16FwzxkmGDuw9e0EJnTlzpxZPPndUO4Yy9H1C88zl1MKHMpOWfByKIP7n2gkJTaPGXclkWoeNY8UAuZRnbaVrGKSdp5JBzjO/LCt5yPNguVl4lTKVx+axpytAiLd6yLohZhM5W7ZaF/HidPMzb1qz0jHJOSE9UEDiHAX1+Tm9q0EKH+J8cfxtVtYQ8iDLvjnlAjy5s1VizJjfEVLXhZDqrhfiydou8L/dfG5KFECUAmsdjvGLYbDkOlWOs2HIAnSZLormQ8S1ZAiTbCOAzQZi84pVQ4snnkJprz+F/K1LsVy9s1ZhVbFRagJfRf7UvqWXtAx7fdTqXRywcUgoanwv4dHXkGU+lc4pjlwwWZEcgt7tkjZFsGFMb6xSXMhkQTPYBKdxMSFYKMrPIJMSN+05qWf38nOwEkiFAsu/IPpasP5J9xWwDlWB/88srTwBpxtqa43jn3ZRieKB1UeKptR1WmlTAp5rkmEZCXvlvejnqoxE1Bo31EUV3+V4qo9GgSoozOcY2xgTJ5BONhLR7Az7doZwnr257SDEySKaPoLURgnfQ7R/IqLknKTVlW3QawAb0JFJa2wBvjprUiOxT9hPbICtLmvSWefF3oHgeUpEEPOWClI+cE7a5a9JMMk7XrHlgzsGRgmTqiMciaCnU0GDbpjfFBe2qz74iqRVN2kzW1mAIi0mHakKOq7mOzHlCZhceEk22Js4/AJiz9QVtvpiUqmZ76BHKF92nPBWn7V1kn0kZAsDaLtO6SnYVG12pjbowqA3mZ1KWy2dRLtsYdaKG7OHcNtcT28n5yz0gHPZldXM8pqh1m+MxjUlN0mn6bDRpJJIZJaNt1MVyvGz0x3I+yuvk+wZRY9pgMvCY1L4SQdSyfK+25gZsWHGv1hbJ4gT4bDWS0Y57lcxfkHuCpD2VeoIpE02wffI9OBdtdOBthboMkg2JNMOL26dY6Tk5B2UdktGkwxxTtpx3330XBw4cwO7du/FHf/RH+Md//Ef13ZUrV/Av//IvSKWCLbYOI4P1S9utCY6AX0BFWo6ZaMPFYcvWt8X1BYV89BWsRJ7lUB//WDikJdU0xWNYOfeDWmwjXYKL26doyZsEXaVm/KtU3nr7BxQ1WR5+bCCtO8+f6lHl4rN5P64Y0E/opiWKltJ3U2llaZOWPYZ8qCQ0Id1ZTIwW4WW7XlYCnfc3E2GlzYRMFW3NceXRePaVN4sSq5qMEBXpbZFx9DIWPcVNrKC8Ar6lxBxj040pQdYD3m9yQwwr505HW3McWzrnApBKg3fnxnqPVUNaV7jPNNZHtXEeyOSKwm9kgiPHV847WumJ5bOmKWpD0yJjbibMq8gXns2+SVsUe6A4jIRFyHJ5v20MhSOLEN3vtMaxAietkLQcmYcs+c9HF7YWJVYSxy/3qvvTvMM5UXw4iWh9taCtCZMbYkrZlLG1MidhJKGHF+RVgqb3L2gsRQwP2XvsiupP04PTWB8tsqzaiodJDGZykKwgch2xAJgM35EelaRx2O4fyKjwKLm6eJDuOt2D/kF7DYK7WyZp65vWRZPxqBRS6ZxKZmTthplf7lLhN1LBZp4Tw9f8Ss0RLGhrwvOFBGaGxEhLK0MqF1jyhWyMPlTASdDwXiqthRvxgHt084NqbGVozZ13NCjZE4+FVcXnLZ1z1X4HQEsUp7dBhr0BKFTC9eUME7MBb0+g/Aa8+UlZSvag13r6sH1Nh7ZeBjJ+wurOrnNaaM6JKzes+QhSEZesa2Z1b9tnJgMPcxAYrinJMczDPODNY75XdyKl8h0AP6eDnnB6/HiY4vf0Gshk9Wze2xe5NrN5T07+bFenymUg+YAtNyAS8sKDWdCMoBzftGp2UYjh1b6UVlGdHh16hyHazfnKQwy9oeMZNVXuf/SjH+F3fud38Dd/8zc4cuQITp06hZ///Ofq++vXr+NP/uRP8M///M+1fKxDBdh77IpG8xYJecI4kUzjyefOqmQXCoQlM1oUhSIVS8Bb3Bv3ndQsilKgbumcWySQuNgBO/0cFQe5OR65eA25gtbRnUjh7pZJaKyPqpjR1ua4ZlmlZendVFrbACVrgo0STiIPuytQhkiY1g0ZWkO+9lQ6i/vu/AUvDKCQ8PiTd97D5AY/ZpFIZ/PKxX1AMCzI+1MQUyGoL8RQc1M9frkXvf0DakM63d2nhRnwupVzpyvhTepIGQ9OISYh4+MlouGQtkkBvgAlbKETDFk5ceUGjm5+EMcv96r7D2SymitcxkcSHE9ZITCX93MdKlFm+I7SFc6wAsJWgbBP5RL4c8jkgjfx1NqOomR2Jp3rh+2QFiMfj4XVJma2JZFMa8qsDXwv89DFtdh1ukdt8kEhNHyfwUxWhak8VYhF5jrdc/iSpigzVGskWSRoTaaiVh+NaIoI5wND3Uhp+ORzZ/Hkc2fR2z9YqKbqrwOTySSRTGNqY52aUzaCLkn3u3zWNO33zNNpLYRpREJ29hVCHkLl8YqhOaaiKfFaj2ekGCywX2197qwKSSrllmeOCQ8gjfVRPL1uEY5uflALt2F4TKrQvvpoRD2LSdYAsKVzDl7r6Ss6VF/vH9TivxlG6b1OSH0nD+ixSAg7CuxcJkFDdyKlwqxkDDoreh869zYWt0+xhqfJtXv/9pcwZ+sL2Prc2SLZarJWcQ8gwcLdLZOw++CFoqRRqTib6FzQiuOXe5HL51WoiqTIlAxYVNrNUBvAntxvS5C3fUaigqmNdVo17kQyjVQh3CkS0gk3GLLEd5egUSyR9BiglsxoUcYmaRBKpXNYPmsaDp27ip5EUiWyy2R17/q82v/C4ZDSNfqEEU73JkTVM6Rxgsr44vYpmuf1UUEBngdwz+YubX9rEN/J+cLwNPnsPEobtcYaNVPuX3/9dezevRuRSAT/5b/8F/zP//k/i1h0Fi5ciEmTJt32yv0Xv/hFfP7zn9f+6+rqGtFnmsJmelODpphww7cJBFOh6Trdo5TpTNazmnmKUR57Dl9SXPgELb2m4gj4CiagW+MGMlmNeYYKq78Q85ixuQv3/eF3lXAG9GRZJsjuPnhBi1ONFTZMCX7WuaBV22Ty8OLEj1/uVSd1k6HFRB5QmxcFjqTA+9m/9wf+FvCs+Wb8JS0r8VhYS16icNUrnkYRgh/3Tqtv1+keTeASkqbuwBMPaC5VXkZFgEjn8upeVLgBT0FYIJLwpFWPCcCAR4U3Z+sLRS59zjv2Fa2JPHyQBYN83pGQr3h5cdE6vzKAokPIpz7yiwCgEoaLrjd2MFL/5UWf2hiKii3e3rsfuXitcMjy2vZG701FCUekRMiAjIP3KODOFR2wWCZeQv6bLFXm77J5T6HN5r0x2bBipqgBoIMKsJn8J+OBF7dPUfHugG/5GkkWCRoBmB8jE6rlUHOd2BJw6cW5oyFWOAC8XXTwP9Pdp5L4bbmG8qBprkE+n4rY9jUdWj8R8rBNGSSZcjIFhix5LdEc9+KJmRg4valBzVMevih3bQfPN3pv4tVtDykLKuk0ATPBO68xhg1kslbvnbQ88zvOMRn/LSkFeYjvH8ho8zCT9fYSeg5I0EAcONWDea1NWrslj7ltPIiBTE6bQ2yL7F7GcDfHY1olcSa3nyl4fbkO+VPKXXLAs54Mv+fv5Xxi0jXHd35bkwqVAVCRJ0zSgfJwbaPPlIn2lA20XPOwLBOWKbN4kGNyPmVyPBbWcqiYWH9084OaV4v6BftbGtGk8aM7kfI9odm8kmFBh1R6EczveRCUdNo0Kp3f8QjamuPWNb1y7vSied2XTKvxnEgI5vCqEs8++yxCoRD+x//4H7j33nut10QiEcycORNXroycVWci4Otf//qoxtzLQkmcz7Zk1nA4pATB4vYpBRexvtmE4FkemcAqT7K859W+4iJMeeiJnoAeL0lIqz89A4OZnBb7KJ9lq7RLMKY1mc4hIbwWtt/ceUeDiltk3DVj/mjB4vuvnDsdJ67cUPGXIXgCWXpGglqVh88oJGMIpSKSh+7h8BSPrFZ1UW5cZgXK91IZZT2T3hUzjpAhHgwjKNX2M+LdTOTy3ubLBDpay2Q12mQ6i/poWFnb5OHAR0i5VU1rooSsBDy9Ka5iJgHP8sbqq4T5nK0FhZkxk6sX6nHD6Wxe0Yay4iqrX/YU3u29VEblGZiVF1mZ1iwKIzcN6Q0DfGpE5hVIBFl8W5v9mFQZZx5CIRdAxATLte+zq2S12H0TUkZk857ytm3/WYQFl6yXG6IfhkMYWRaJxe1T0JNIoqGgOB6/3ItU2guRqY+Gi5SWRxd6scshS9/6SZvFceB5+AdrM28lBCjDAa/l54zvro9G1EEU0A0szLXhfArBk0HdiaTGP0/F5/lTPYhGwnhk/gdVblJfMq1R83YnUkWKCeWNLZ6dB1Wb5ffIxWsqh4ReJfKSz9n6oro3K5Oangm+guxXytV5rU3oSSQ1GcVnylyZ7kRSXdct+on3fq2nT815sujwHTkneS8pA1LpLBa3TynywrJWBg9NMhZ998ELWkXjqMib4pyXOQH0TALAzC93KYV2Xqu+T8TCIew+eAGbVs1W43+9f1AbD5mILdtU7jvAP5gvmdGisdSwzxPJNBa0NaGxwMxFRdg3mOjrgh4x1uwwY/Xz8Oe5F8KUL/w9olV/7lzQqrX7Z//ej9PdfQiHvN8NZHJFa9WU04BdXkodpbd/ECvnflDtEd2JJOZsfRH33fkL1mKRZGN7/lSPytfIw9v/Vy9sLcofsTE9jRfU1HL/oQ99KFCxJ6ZMmYIbN27U6rEOFYALVq4BjWGhsJIZIvJWX1KrskrLTVtzA8Ih4CfvvG9VAKmU0YIkLU10a0reWp6qKYyk0CHzTCabx+SGGB7puKsorrocTD57E83xmHIJS4sHrRsm2wQAxeXuVS704zjf6L1ZRLtXDgzLIB0dafIYk0pQwBZbxcIqFIo8y7Lin//7HN55N4UjF69phcRUPxXuvfW5s0VuRkk5V+rA8vypnqJYSFp5GGcpWYtMKyQApfzn4W3OdB+zCBdjWulupxu8PhpR1jEZfxzkYVEHvkJYyZIZLWozCxX6lTkiDF/hZu3zY/ub8pbOuRoNIj0DpFHlxk9aweWzpmlueNku21nVDOvhO8l8hGwe6rDAQxEZdcxQMIly1K4SjB02XdPm4SOPkWWRYGx8fTSMPYcvqeJDyXRWKwTWWB9RIYaXd3Xip1/pLJoPjKE2K2rKZwH0Cvl0o9FC4SrKK36+Y61fqXX5rGkqzJFFyohMNu8ZXAoTJ5tHEQtOLBzCkYvXtAJ4VKrSQumQlH5UNG05KDA+l+FU0srL/YLPYAIpZaSUBDJHRzJwSezsOqfls5zu7lPUoiYVLkMuGaqZF9+RBShs9Fk8FlYGD9IQ33fnZLQ01mPH2g5VF0Qyo5WiamW4CwBr0TbAGz8pwfgVawjwcLtx30n1u84FrZqBKxYJqcONZNuR9KkMyWNI6NbnziorskyK5R5q3sMMXSJrl8Tp7j51L4bqsBqtCY4tDzxmUS56ajiHWhrrcX7HI3h120OKkak5HlN5fGz3gSceUNb0lsZ6KxmAd/jz51ZzPIZfE+3kfrhjbYeqAM01I/e9ZDpbVImaoPLO+jLScNF1ukfblwdL0FSPB9RMuR8YGEBTU7Hb0cT7779f9hqH2oKCW+pTHSLe14zlZOw4lRJWaaUVO1VgUJF0kICvAPI6KgHNhUx/FmZiggzpLVkQQ4YQcAOX1fBk+epy8DLuS1/TWB8pqsy59bmzinLTFuLRl0xrm3RKhFCYCVBmeIeJn7zznhJwsnBJb/8AznT3FfFUA17SEJXElXOnF1HsbVgxE0+vW6R4jgn2o6mA390ySb1nHn4CMkuDlyrQA/h1BaLhUBFTBZOOjly8porMUODfeUfxu8mKibQWMp6YYUVeyfri8AczSXog49EMDmRy1n5kG6nMUAlvMFhMeFDlZi0Li3FTlmEGVNwZQhYLh9QGcf6td5HNe0WYgizbtgPskYvX1DssaGtSsa9mgrw8LCxun6KuIwsU4IdyMHSK71fJmiLMg5kZbhKCPWehVqASzAQ6iUwur5RW8pBLi7mka5XhZEHJp/I9JF2tVIyXz5qmkRFImjzOBc59PoPzR8qoM919PmWnUPzIo08DiRnyJI0QIXgKsO0QD3hJwJxLctxYb4Nz0+yLRNKr/szDtPk9mZNam+PY0jlHmyOpdK7IOyTDYai0M76csea8A/MOwiHvsCM9G6/19BnyIKTlHTG052pfEj/7934tGZ5YbRx8n33lTczY3IUnRSw+DSyyKFyTWEvsI17P9Wa+N5VvSWcLeDKfxf/o7ZGynSGheXjyQIbqSIVe/k7WKZH0mbYqudv2n8X2519Te8SJKzdUES+JlsY6FXbL+jYSrDOxYcVMxGNh9BRy9GwwQ4mmNtYpWUvZJuvWJJJplePSHI+pUKE8vENFUHhhOS+iRwft79sHjHBGGo7IdkRUUnNgLFEz5X7q1Kl44403Sl6Tz+dx5coVfPCDH6zVYx0qADcbcyMJApPMdqztwKvbHlJCl7GbdIfL5KsgyJh68oMfv9yrJbiaiU4DmVxRjDxjM8mtXAptzQ1lS1MDftiBFHjSqutZ5iOaks4DB63CVNyo0MjS7I11Ue1AtXphq6Zwp9I5zbqybf9Zjc2nO5EqsnKns3ktnpCQVhByfO8+eKFIsTX75XR3nzUkgS54jn2QZRMI4dJXOhXHPuBv1jL+V1aPpFXJVGRPXLmhrN2ZbE4psFRsyCTTaryTLbaWB9RkOlvkgaEw50ZJ65wXTqGzmPCgKitDvpvyBb+ZiMmEMUImFvKwm0rnAi3btndJJNPqHc509+H5ggVUJiqaXiOz+qSZhMf8B5ZYt1myFrQ14SlRpVi+k7SmykrEgDc+I8mWo0ICLS6HRxe2qjXJZdMtFAxZ3bZzQSt2dp3DjM1dOHTubS20hp4fMr7QK0QvklSM5VgyBJIJ0VRYmETNdSGfQzTEwnh63SJsX9OhMWolCzz6DIMwlRXZC+TiNz0KBFlIAE8xpjfMrxORU54C87eUE4lkWlP8muMePzxrKGzbf1aLQZvf1qS8C6aySGYUcz2sX9quDCX0IPCwI62p81qbtPdPGbKst39QrRdP1hWvrxNXbmgKPtnQbO19o/emUpiXz5qG/oFM0drhIUxa7QG/gBOVbx6+4wW5wzBJG8ONfMeBTFa7hso0ZT8AbQ+gAYMGIFsfyPywdC6v9llPcfa9LO+8m1Lva1t/A5msei6NJDzg2Hj4WaiqO5FUeWqHzl1Ve/zVvpSWB5coJLqb1aQHM1lloNtz+JL2/fOnetBY7+1fbc0NRfsZvXc2bzLgH0T9JHDf+DWSRozhombK/Yc//GF0d3fjyJEjgde89NJL+Pd//3f80i/9Uq0e61ABTHcvAI2Rhe6sp9Z24GcF97Us5kDhcb1/EA2FYhBbnzurJV/RHWtbHxQsVPCYnBfEbmK6zVh1rq8QPy4TfmzP606kyjKAEHO2vqAsNDYMZrLWIj7M/mcVxR1rO1R/MfQE8BL2AE/gcwOjdY6hEpMbYio0pjj5L1dkPWeYixQs0gqybb9fypsHGCoSDC2w9Rs/CoegJdcBwH13/oJ1rHr7Bwq5Gb6gpxWvToQ8sM1UqLY+dxb33TlZS7iV75MubPpM+pMFdcziIzwAheAXwOH7mbSkgDem3GjYxwzzkNVq5fsy5nzG5i7tkGwm7pmHA9kOWv0eXdhadUx6XvxJr1r/QEYlHALF+SrSfW8raCPva8MbvTex5/AlFeZlC0MgZaxEqeJ0tUCptU3lvTkeU2sP8MZp77Er2li9cOYtzTJLGbZjbQdaGuuV0YHKJb1CiQIDDNexHEuGFpJZRjJY9Q9kNDYRVqzlAW3l3OmKwtYcl90HLyjjxpGL17SiXBIpw1DCQ4H0tNIqSllsiz2m8tpYH7XKitd6+rRiSGaFVan4Xe8fVGtWvlc8FlFeyKmNdepwQGuoScwAeGO8pXOuokiURqoQfNpFIinyb6SRRvbb4vYpmkdZVpzesbZD82oNZLKat1daeAkqlmZ8uExSlvshGXp4kJJ9wMNis6BjZG6SPAiYxp2tz50t8njSsyvlPEHvnaQn5QGvPhpRhytbvhops03KXulxYf6eKYNkeBT3WYb/AVDKvpzTp7v7ijwiDNGivCNNL9+DMqk7kcLi9ilK1jcLtqDG+mhR2J40hsk3JynCaHLcV4uaFbH693//dzzxxBNIpVJYs2YNli5div/23/4bli1bhl//9V/HP//zP+Of/umf0NjYiGeeeQbNzc21eOyEwlgVsZr55S61WJrjHqWVFDx05UpqSVnoglRU5kQxF4Ip6GQCqOTNNQtL2JJigkABzvvwtK63Kwqqqkx6rQayrQvavMQcW/NkQQ6/QFdxMZAQ/AQsFuhgkSRZsMbrT7+IFMAYx7y6JgRoBwmZXHriyo2iQi5mOyiwAft4SWMMZX/eeFcmF8pEtea4XkhHFhMp1z/ee4aRyXqbRywSUjHNDOky31UKfCrp3Ykk2prjqg/4W/6OhWnmtXoJr3J+A9CKFsk+CipOZesnmbgo5yr7gVarrc+dDbxfrFDcyiw8JkG3tK0t+jOjaj7JdU4FwLw/n+0VFgteO2YRJom25gYc3fwfA1o+fAS1XW9DXCtfz3VXLr+A424r2kSwH6mc8TeyHkSQTDPn8/YDr6nfsMBTczymJW963/n9Le8hi/OYsj0eC+P8juLq8SwAZhZKYh9xfQTJkhBQVADw7pZJam2Z8pJWcSaUMvbalpBJkoH1S9u1fQuAdlA1izJyTOil2tl1Xpu7IXiHXymjZB+zMB7gy0UWupJ7H9cwx802zmYRNTkWZgEqvi8ATY7zPTlWUq4xGVvKOYIJ1ma/HDp3Fal0Do8KEgtZvEnuKTM2d2nvK/tEwixAaBa3ZDttxeQAb/7LAni8n+x/Jp3LLmaxPfadLPzFopa2olUm2B55rcnvb0KON+fCLV/E6gMf+AC2bduGO+64A//0T/+E//7f/ztCoRD+3//7f/jiF7+IZ599Fo2NjXjyySdvS8V+LCELUrF8tEQe/gmaQpPx57QAcLrL0z5P6HJzkRRa29f4PMVywZjsJ3khiCRsccBRYX2hB8AMG3gvlVEn8ZVzg0PAbG64BW1NyBSqjTbHYyoxJxLyOMtp3aEHQVpbPMaZYsGQh+7yJE2hdIcDKFRd1WPik2mdiSUPaF4Tbo50bQJ2vvVIyE8wThRYNmjhioVD6n1M6yzfhmEFm1bNVvSAtGqEgCI3qeTOZ//YErD89xTFoLJ5lV+xadVszcXMcLCWxnr1bIY/hOC54ZlX0D+QwbJdLyvr9qc+8ou49JVOXO8f1NgmZLw0MZDJ+vkJoeJRlfScO9Z2KDpBJvcCUEmDBGP0bZZZiXQuj5Vzp2tJsPGYf18Ays0sEUKxVVvOpzw8a6KNg371wlb8bFcntq2eh5bGeiyfNa0oxAHwQ/a2dM4NLJDVPzCyiWbrl7ZjhwgXkmE0tMZtWDFTyblIyFtbVABMCyUtuiH4dR3ICmKuEY43w8cAz4Agw64AaHHhNjlDOSt/Q8Weief8VSQEZT3l8xhOc3fLJC0xFfDDKFbOnY69x65gztYXMGNzF1Y/8yPcv/0llVO0fU0HlsxoUfelbJJ1Mkz6v3AIilSB/ZRIplWo4GmLIeT5Uz04cvEatq/pUMXjuBakVzkEb6+i9Xlyg++xZGgm6yiwBkYI/oGWLELeYV1vRR7e+mOc/KZVszVLumTtYU/y3Xgn0hA/+Zw/brk8VEgcfzevtUmzkHMs6CVmPg7fd/3Sds0rExRPT9RHI1rIJArvxkJsMol/x9oOPL1uEQYzxRSUcqd49pU3MfPLXq0bKUO4HmwFJbd0zlXhtYmkV1/BrFrP/A3TM8v5L+FVEffGPBLyPDQkMSDamuPY9ug8NMe9YoikSA0V+p1hc8tnTVP7tBwHuRLpcZN7VynFHtDXNcOoxitqZrknbt68iUOHDuHVV1/F22+/jXw+jw984AO4//778fDDD6OxsbGWj5tQGCvLPSFLiZsWqVg4hJ/8ya9qZd0J0xpow1NrO5SiKU/otFS81Zf0StwXnmOWNacFoFSRKUC3jLY1N6B/IKvR1DG+9bWePkVfaL6PtDgAHvNBJpfXrHESPKEfv9xboP7zKfdM65eEadVpjseUhasuqpdhj8ci2NI5B8++8mZgJr/ZJgBF7262hdaPDStmatZOTxEsLgVPKzVdpFLYmWXlpZWJY8820C3Kfus63YNwKCSslDrdmWkx+dmuTvV3OSfDIZ/q7I3em1aPEucr/6TXwbSSSStgJZ4q3ltauQB/XZmWogVtTfjUR35R8Xhzjh25eE1TJGRbJaR1PsiCFgIUZRvHs5RVnfcyy7QDuifM9OJISOvq6md+ZI05pmV5JMF+51jZLIOcp3I+cqzKebLilvUBeP0kx1B6rfi7lXM/qFlg5RyTFlkT0gtFazMtotJSLed00DhJa68JyslSsuapwjwn040JKYttVJu2Z3L92fYhOS/LeaZIkSw9AfJ+QRZYOTZm33BtA9As22wbYLdg255xfsfD2vwLYqXiWpHWY1PO2jyMpvzhdZS19AwTy3Z9H92JlNoz6QEYNFiA+PwjF6+pOS098PTcJtM5pfAHKcRyPCW1qOnBbWtuULH1S2a0qPckEYD5XszvkPNfrhtvDMLa2PFd5Lxgm4K8gEHvZ1rvR0PWEdXokDXjuScmTZqENWvWYM2aNbW+tcMQYboCAX+Sc6LyxGzy/0pFOEh4x2NhZYW52pe0xqB6MdF5zLnrDk2QUVgPZnKoC2B4kKiPRlQ7ehKpIiVWClKpeEpBbSbwchNdMqMFAIoU0cb6KNYvbce2/WdVfK7kbCdLjin4TZnXWB/FgSceUGNCAeUJWY9znN9v3HfSemDw3tUvLMJ3H8zk1GHG/A0VnuOXe9UmzfcwoaznRiEt9svT6xYpJgbShgI+93hdNKIpPpJvOSfsCKbySWse4AnPGZu70FDYiGU1VvZpkFIiN28ePha3T1FJdbsPXlDCmG2TjEXb13RobTFhU+yl0iVxprsPB554QFPmTly5geWzpqmxDVLsCXmI44aay+cxucHz8ki+bSaAb+mcg/VL29U6kxsy78V7yzCOrtM92L6mQwthsh2QJUuEjHnmJm16cUYK5GfnWLEapVSiAT8EitOZ7x8thGIEybb6aNi6Rsh5feTiNVUR20tcDylFhEaA45d7sbPrnAqJ4LphEvd8UROB8grwFfnG+qhSbKQiWyoMhpjaWKcld0sEJVETqwttBTxPK3nI5VyVsthmLDLXEUkDOhe0FoUdUZHiHiJrq0g0GKEbfPfmeEzLVwpSOJPprBZOxbXB9wGg5Js81CyfNU2L4y4Ferx4n2W7Xi56V7N9m1bNVlZvylmTs96bZ3Ecv9yr+lHKYwDKo2G2lQn5PYmUys2hPMka9l1z36FCTR2CY13Oyt2XTKu8CanQb9t/VvPKXO3za8nIQyT/vrPrPFoa69R7SXIGzv933k0hGgkp45Scj/0DGfU+9DYzV4Z7ug1B7yc/tuWFjBfULCzHYfyCi4oJqfFYWE3cfOHUS+uQDNlpjsfQ0liv3K8mWLU0VSgOweQxGxMIWRGYlEaQz5wUm2yfhPy3rM5qU2LplgS8U/zOrvPYsGJmETUcXfncrOhiWzKjBdOb4nhk/l0a/dzeY1e0BFG6dRkKQjdgcyHxyUQIOq2epCljAtGBQqjO3mNX8PS6RbhcSBrjfanotTTWYdOq2eozUpWS+cUGKuKSJcCW0Mz+p3VcgoVHbElckosb8DdOFgFqjsdU6W8qNRIyTEgy3ciquoBOjWZDMp3FoXNvq/AdhmeYSbVyoyFVLJV/sqPwPYIgFXtbk/IA5mx9UXGccy4dOndVzd1ICFbKVdkv3sHbe0JjfRSXvtKJvkK4jclYwcJUy3a9rOYk4IUFyDnENfj0ukUqOZMhAqyey4RLW/Lv1MY6jcXDG7tQ4PofKciwvBNXbqjwBlr/ZBvzgGLxAAq1AAphBRJMzl4+a1ogjeqJKzfw6raH1EbfnUhhamMd1i9t1yql2qpykrEkD5+VisxjgF7pFcgrfvjXevqKkstf6+nDowuLE54BKLYThmSaclVGC8nvWFxw2a6XsfqZH2HG5i51EDBlrq0ycDwWwU/+5Ffx6raHimgmKefMwzBJExjekyqEKJksXffdOVnbP6LhUKFqbrCnCtAryJJ9hUXAtnTOxWAhtGpn1zkVniIV5CMXr2lMaDZINjkZ+kb5wqRTsk0xzOf+7S/h+OVeJRsZLiRJEmjgmNpYpxFTlAMZ6hiS2RALa+9hU2DNT7ie+wcyRVTKBMeJ4UDcV715k8eTz51F/4A3btm8Hi4oKw/bwKJjkZBHv8m5Ew6F1OGOrGS5fHFulHzH1kJYUV00rAw+lcBWkRwozTo41hiycv/ee+8hlRoeK0IqlcJ77703rHs4lAfj/7wNJ1dUSbA7kVRxyTJGjqXVgwTa6e4+q1ClMrD32BVV1EPSF1KwMW6PwoztMzdbWTCESZZmmwYyOdyzuQtAvoi+jcWGGINHRbM+GimKL5Sxj431UcVbvvvgBSTTuULRqDnYc/gSXjjzltrEudlvWjXbuuCb4jFlXdm47yRmbO7C9gOveUV3xMuYnPf++/kx4N2JJLYfeA0Dmaz6z7TO+u+fU+ELnvXVL6u+pXNuUXEj9n8enuCiosMNn/kYVIJj4RB6EknVthB8ho7G+qhGy8dYeSo1ksbxQEC5+M4FrcqqF4uEsLi9RdsMuCFK5SKZ9uJiVz/zI2wtxLgynpmHWElBeuTiNcVwxBjTJmHVk/HMTz53Fvf94XfV+FGxp4JlHk6p4ElPhnzPzgWtiorNRCKZxvMqlyKv2rdx30kVNsUwJQnmXxy5eA3vpXzGjE2rZhe8Ft4vBjI5deijhX7vsSvYuO+ksvhSiTCV3DMF9hcJOR+CuK1rCR4wbexRfck09h67gg0rZmrjR3lFjnvmhsRjYX8OhfxCXEc3/0eNvpYgN7fsl9Pdfbh/+0taBd9wKKTWEA/HPIDLOGQqYV4iqD8/JPPQvNYmdbCmTOf8fXXbQ0U5GpKhyizkA+gWSD4zEoJmNbbF0BPLZ03D+R2PoDke0+6VSmdVTsCSGS3aOpd5EhL8Oelu8/AOX/XaWo8UeRsa66M4uvnBwDXEZ80XTFUyBv35Uz1aiIc0tJjeu/VL27U4fQBFFJo2NjmTkpbvN5jxa6SQdashFlbrULLyUEE9092nYszNtgA+3eTyWdOwbNfLSoGlEW/l3OkaA5Z54GNuiUT/QAY7u85reSXFRdI8w1w0HEJfMq3t95zDZj4Z4Ml0m9yXRiaGMposTGSx4vXN8Zi1TySu9qXUgb5CvV61/am1HUWUw0HMXeMBQ27Z+vXr8b/+1/8a1sP/6q/+CuvXrx/WPRzKQ3IGA34cspyktAIwrKOlYIWihTkIyXRWVa8laPGgQpyHT18YCXmhDUzG4TNNSOGRzuXRJJJ1726ZhO1rOtQ18VhEs6BJ6z4AVQDk1W0PqWp5pDFjVUP2ixeL6Ffhk4mqkmqyO5HULAKyWqApNKjwMrmNhTdUEldB8FJw0ILM+7Gd8nm0VPC/IO8K4IUlUBHLZPPq0LL74IWSlRrZxtbmuNrwqcxSCZYc1LRaAX5FRbYpUVBKyQHe2z+AnV3n0Ns/UNQGmZS9ZEaLKnjFCso26kmbB9VUTBLJNJ595U2VnMsNLiGSKOX1dEGb1i35zii8s5xPMh4V8ApFyZhQObe5VsykSyqEfHJ9NKIlxXHt0MthQyLphz7IUBoqQlRC5DzffuA1NT9D8GNaTfrRaCSkQn5kUh/7phKr4nDBOfb8qR7F5U03eR6eBXz3wQva+NEiLGO/AS95j5eRiYNGivVL2zVvXDwWFhSSoSKSAXOd3nlHAy7v6lRriPOXMhaAUsKC2Ili4RBe6+kTifs+9WlfMo3Vz/xIC2lIpbOqeBwPiImkX0TLdigEvLHeuO+kOvSYibrScHLo3FUs2/WydsjjnOV82tl1TimpS2a0YHKDd2iW+xF/B0CFgjXHvSKHA5msUvLMvqFcReFPaQSQ7WyKx5Sn48SVGxr/fDQSUn+f3BDspWOoWTmvFMeWXiLAJxfoH8jg2VfeRC7vybZ5rU3KkCZpIM16Jb39A2qORQvKcGtzXHlXpCHILMrIdfzowlbt8wOnenB3yyS0NNZrczudy2Mwk1OEASGgQO2q972tjoykjb3alyrp9VQJ/I/OsxampBzl3kPYktNj4RBaGuuxadVsPL1uUZHhLwRfPwmHQ1jcPkUZuEzPEhGPRYrus/vgBS3s1QuBnBv4jmONISv3+XweNc7FdRhBSMt1PBbG5IaYFhohrUoh6OWzt+0/q21gXCwswJHN6wwZtnjJbN5n0AFQZAE2UR+NqAUZi4SwadVsFbN9prsPew5fUpYozyrrM1+YSm4ePtc+hSE9FLFwqIhbnjzo0pXL4j+SjUBatblJ26o7PrqwVbP+m8jk8oqb11xRsthTLKwrEqUgL5OKKAuU0JpcbgXLcCK6iZviMXVAlHzw9GLs7DqnDlQStIaZxcvy4lmrF7YqZT6Zzqr46aCNolR/kPNeQnKVS6+CCVNJM8HxBzxl2QxdaayPqmf3JFKqD+kx4UEuIQ5JRDwWQTQS0sZm+axpmsXOrLRqWpRkO7nm+wcyRRZ1+YxISHdhP7qwVeNEl4gWLHx9yXSBN9pbixwPM6RrJEELLC3NBA+95rUDmaxi9mD/m8wdMrxo77ErqqhOCF6+CC29tpA/gn3PmhHSah8Lh9DbP4A5W1/A/dtf0ljAABTYfPw5TyYbto3eSFqBTYs2DRVm/HS+0CbzUChD9A6c6lEHwXQurw5wWzrn4tVtD6l2URHVWIKMPkimc4rBhNZfhsPwmdIwxH43ixzaVmI0HMLOrnMqrIUKZ7TArAP485E1HyQ9aiQEVSWWa5Ew19KRi9dw3x9+tygJuut0T6Bnu38goxVtTCTTyuCQTGcVE1tLY506rLPmDGPUKS/5iMa6qPa9WYGZkB53qSBL7xZZkeTcpnGJY8DDgWmhzmTzxR4v0Xdc/9JQIxnGmN/Gw8iBJx4o6ke+58Z9J9XYmMUSAW//5EFyxmafPpXPzsP3HqSzeeXpenXbQ6odJlLprFWGyf6rlmJ7tDFktpzVq1fjrrvuwty5Qz+5vPbaa3j77bexf//+Id9jImGs2HI27jupZZozwaw5rvOAy4TbZgujhmRmIDNF0G/lfXuEBaFVMDjILHxppWTCET/js0xmDvkbG7cw4DOASGEoWSTkPYgFbU048MQDKiFRMs4A0N43BI9iMpf3fkeaRSIei6ClsU4xQJiMDuS8N5MW2a5YJITGuqiykspENFvbCfKVA2Qi8jnLJaNNECuM7D8mU0l+eVvi5lDAhG0yQDCEiOwy89ua8JN33tMORXJuSgXIDEvie564cqOIK1keSNhf5ZR56QKuj0Y0BhyOXwiepbCxPqI2FMn3zLkcxJYCePNdJoDzneVcNHmy2XeS+UGy5nDt2uZMW3MDehKpIvakn+3q1DivJcy5yD4B/MQ/yVwzEuBcAcrXs6ikdgDnQFtzA3r7B5FK59Da3KDGUcorwGe4sjElce4xPtpk87AhBJ8/HoCWeG0ym0gZK8dczuNmg8WnFGxhfZzLZC1h0u/UxjpNDpdbO0HPs7WNSZLmmpe/AypjrZHgfJyz9UU1T0zZZh6EGMZnEjJISOakEKDV/uBa4xplojr7jv1L74PJQAbAyhxj1jgJ+oz3NP8uiRUAXQabvynFHBYOeUUabXUAJHsa5U5TPKbWKeUYkEd3IoUFbU245wONWrt4Lzm/pdzhXLDVpODzzANbHnobTcYkkwmHz5J7CdsMFDN0jTRGjef+rbfewve///0h/3f16tXyD3EYNmQCjgwbYVwq3dvvpgpMOpEQ+gczRRuRjNPzK5N6iazLZ01T1kwmCfE7llxviEVUYi9d44wRfLSQbLR6YauywHAhUtBc7x/U2iMFTl00otxtdB8/VeD4JW8wk3KmNtb5bD0hFIUVySIrrLpHC8nxy7242pfE3S2TlNVMMriYCa1bOucoi/emVbO1ipRz7roDuTxw6NzbWNw+RQvX4Luls3kMZLLqQCI39/laqEAEMvksncujpbFeuA3zql+2r/H6hXG6kvMb0Pvi+VM9KnSDyYGAH9IxZ+uLRWFQsUKS22oxpjbLOwW8pHajtYru3dd6+ooUdpZ9p5BmroMJGedqbk55+NaoECrgNwbUuAF6CMqRi9fUGO9Y24FXtz2kxUpnsnnFLc65bFr6Q/CtjFMb64qswf2DniWS1tJEgYFKhhI8+8qbmmI/KPJh5rV6ye/ye+lZoDWRiEVC2HvsSsl4axnfmkznMCAq/45kWXZ64ACo3I6Vcz+oWVsZ7kAwjK0SFbR/IKv6To7j5AZP0aXFMJnOYtv+s9pntHJLxZ4hPkHJiEQenoyjlffIxWsq92NL51xsX+Mn19vmu3px+Mp/qfeVHtjls6Zh5dzpmizMA4o7neFPpncE8CynDHHgGMQLRAlB6B/0GUxkiBBJF8rRalYK3ntqYx3u3/6SNsdPXLmB45d70T+Q0ZLcJWhZluuRtR7isTCOXLymhYI11keVzGOozbzWJnWfT33kF7UwUDKxmeE0rMHB+b1kRktRRVRb1WlpzZffy8+XzGjRwlvY12ThYbI8AC2nzrTQ5/JQ3l/u/Ymkx3c/tbFOHdS4T3peCF8R704k1fqyMTclkmk8adBUDhRY4eR+YsvTi4Y9bz/lXHM8qoxly2dNU/UGqPMA3jo1twHut7k88J1CKJ6s+j6Scm64GLLl/syZMzVrxPz582t2r/GM8WK539l1Ti0GmyWPk7zYwldsdTQ/k9Z9eUIm1zRP+bQqNsQiuO/OXwik3aOVlouItHLzLZVjTQup5NWtlD/ebLdp9ZDJV9vXdBQV7ZAgXzFhWlq8BGC/bwG7ZY+8ybSihgBc3tVp7XNAt9pLSyU3fNkeG41jkEdggcWKzvs21keVdYv9Z/Iy7z12Rc29uFErQMZAq4MXvNCQF868pSrXbnt0nrrGRn/q91nwd0MF38usfsnvJF2etNzLa1iXQFrJaQGWcyuodkIQFrTpnOXNhtVKzi/2t+xH06ItvSPm9byfWd2Rn0tL4kiA8156X0zeds4dGz+7hLTUcd5T+bIpmHw/01pPCj4mbMq1uX1NhyZzTUhFRVpP5Xp6ddtDmhwHCpS94VARYxL74nr/oKovYnsm157pWWA/hODlR5Ha0zYXpTW0sT5aZHk2K0OTDcf01FZSPVh6TkxefZv3oJRnM+gahqBIbyKg14iRHiqzffSiyT1SWuglvzv713wG4MtMWaG2EguxzZovPze9LoStToEpQ0rBrKkg6zB0Liheh6bMIY1uJXLa5N03aVWJp0TfmnttKQ8a27Nhxb1Wrxxh7qejgWp0yJoXsXIIBgemra0N4bDuNOns7ERnZ2fAL4cHU2iYJb8BvxhOOpdHvKBwS+XZdCGWUtwkWAjG3ATMMAmg2H35Wk+f2ryk259KlLnoKCzNQhmlCr3wd6ZiI13UMgSFoUFUNLnxRQsKNQtikb/aFsoj+4Wge5ebh3TJ8714QGHYUJDANkNO5HvJQ0vQPLAVt/La/P+z9+7xUVXn+vgzk0ySIUJCEIREuYiC3EEqRrEUaRVpBOnVY6WnP0/120NbtbX2FEWLHKBapbVqW1pbtbWotR6rgFQRi0iLUrxxR1BEsISbhARIJslkMr8/Zp41716z9lySmVxgPZ+PH8nMnr3XXpd3veu9PK8zJET2jeT2JpsQ7y2VF/Jz68VITPB5PejVrSCuAFqiMCA9zCdR+IupdHwyJCoMJKGHHRQLl7QOhgdIPnRT8bVUITfqkYJHnfOrKRSOHJaic5bzTbqcY4puZDyBWOEhAKqPdRc/4FRysgE9FEU+18SdLpU+KuGsoaCHJwDxNRj4HfuJBzjTeLopudIIwPHxeiIsJlM1I4D+jly3iQwJsXvrxfFiIWQyXEcaXXh4ZpiFlH1uYTB62B+vkcYYjr9cg3I+SvkmrcOmNakXoNPXoKmd6YTa8W+GcujGIe5xlFd8niz0JMPj5i7dGvds/QCqK4cmRV5X1t2U91Qx8LblcfKWa0Lu9V4PDIUWnQcA3ZAn18aEQT0d9QT0Im/n9jrNsWfp+RDJoIfKmpRwGTrM8WBhQf6daA+QhTnl+1NXkof5toJV7jso2styr1vaTYWdCLlgZUGgqtpGkE5QWpFkYRWTwqMLUC4ueRCQm5wsluGmQOmbOJ8hC8kAMB426KZl8Sh9I/dFiwLp7ZYHD91rofexhLQs6PeUxad4WJECX24megiQKZcgEYqjbA16dT5dKFLBoQJogjzocYPhppHjAXbdXaEOe7qVWoIUg7qC71YZlL8xKZQSVFJMh0BuCpz7fp834bvq7zxhUE+Vd5AqqLy7KWcyX0TmQ0glixZFWnL7lnTBpn01KPbn4nh9k8MqKsH55OblifVLxDukb/6c9xwjebiR1n3AaX3Ldiyq6YBHRTZVa6NpnskYYb3yr24l5JgQch5JZVQeREx5Oaa+ku+Xapz5yGi8vq706rlTlMFUEuW81HMF3CDnkYxHlnJbHlrlevnonoh8+PGSLVHmGC8SeZLluwEx74aUG3yWlGe6kcYN0lqvF6tiLH2RGAM5tvJATiVP3wt0DxPbPFIYgEyVsvUY/JZY8nWYqg0nMn7J8ZB0yDKOnv0ilelEXg4eHnSZLxV+FkFLlDMyf7r7YY/tffCaMY5ifnqsfaI5wgMHjXemPYJe9LZCm8XcW3QOkG1ExvzWNjQ5+OMJZxxtKMr1HOMRrg4EMXruy4q6TbKP6PDleOKKFW2trFF0cHx2czgiJB68ZoyK/29oCqmYzRwPHFzwLB6l40BNvYor1JlpWHArP9eLvFxv9N858YLDRZKEwlAFj9iX5Lom7zRd2wTdmhRi+q3zc3PUpmhiGJpR3s/BViJlC6n4JJsM40B1kO5LCqcehXmYs2SLI+aQTEOBYDN6dSvAR/dUOKjCZNEvIBKjOfC25Zj20D/juJdnlPcT/Rvj1pexnguWbwMQcbGSeWhkWZGDs9oDZw7AotW7ktLRMRZ0mYGrenbFUEcMrYnqEohsPmSZKfb7MG96JD9E5h1ImN4PiPGG09NlwrDSIhWDz9yYao3adOqoUsyuGKo4rLkJ1gSa0LvIr97b78txrBXmvzDmv2JkqZFhKBAMYfw9q+IYIoaVFikKVLLDyHvLOPLK6npVmC3bsahk/9Jjh2uiuQipwHSAZIxwgS9HWfYuG3qGWttSIQkjYuXPz82JUmnGvgyFI9b6Bcu3O9b95n01KvcHiMxvsukAUPSHMjStOhCMy2sBYp4JDyJrfGtljYPu0oOIBVXPA9q8r0axlc1ZsiWOrWbNzsOufOHF/lwU+yNFgCgP3IqdkUPetF4Wrd6l5Jn83q2gG9+tOhCpRbJwxQ4lc4BI/PyM8n6KdSa1GQDFfc8iVqRwrY6y+lDeyXC0ipER9jPWJAgjwjA0YNZyRSMq5XCu14OCqByR64tsNSbZQIONlPNAjLEslfUl2eGIB68Zg/nThzvmH8eSsk7mqhT5YzVl1uw8jEWrd6F3USwnA4DKOeH4S5Yf0i5L5Ho9jloQQGQtSkt+YX6uyglzG8uFK3bEWdYlWC+AY9fQFGFyY86S3xc5zJUU5qv8MPnuldUBrNx2EGG452QlKkDY3rDK/SkAmZgDxCctMvlpZFkR3t5z1JEIxeqsQExgVgeCKlkoEZpCYUWzReTlepWAMhWAoJLb0NSsQjG6FvjU8zwAxg0owTxRuZUFSpg0WNvQFLcZvn/ohINerTA/10F3yXuryr3i8+KogOMmxiROmfxEcKMcWVak+huIUZzFhEgk3px80E2hZmWhYyGhgbctdwg8drkvx6OSiqhcyQS7Yr+zWuXyTZU4Xi+t1znYHK0mLGUWPRZ+Xw56FOah/6zlWLqxEiPLilQBlNg4hVSlSSbAhRHZAPQCXAzhKMzPxZQRfdTn9cFmNRfJBX6ktjFOIR/br0QJ7kPH6pWiyqqb+gGAKIj2+cjo/Jg2qlQdSBJF43oQ6ZeSwnxsnzdFWXsWLN/uauHifNMpDbkRynvryufeqjqlVESs+PHvwu/XzprksCwySZ0Ue/XBEOZMHabWBi3ZgWCzmgMyxlxiX3UA2/cfc3xGy6JUalj5Vqea9HhiuSnZjLkHIsnDlGES3IhlwrBJ2ec81z8jH3p+bqxy9pqdh12rc1LxY90EHfXRkER5/dKNlarAVEFUDuh1LYCY4lns98XR9Y4sK3LUWWCRHw9iBZtKiwuMxeHCiB1SIv/34KN7Khzhcyu3HXT8hl3Y0BSZR4HooaYoKmvkoZSQHPLEtFGlqkga+6WsOFIHIjKnQnHjRaMB5zQAx+FXGlpIecnwmvqop0vyqPPuLPQlvRShcEyRDyOiiPK5LHrGxGL9cBhG5EAzo7wfts+bog6ETOYGELcfSsjqylxzPGz2KMxTSeR6Eq0bTFSZtKrTwFUUXcdyX2RyOpVf1iZoaHImwQKR+SCLdC1et0fVMqExUcorDyKKu0lZJqkDh58F9twkNWl4JVkF+5yHZnlwqtcSb1kLgsniMycOxOyKIWqOUZ7SaCZligekNR6SdBzaC1a5PwXA8A5aanoU5jm+n10xFLvursDeqjrsqw444uiAiMW6OhB0KuMeOCoPmlR9biLyu0CwWWXxz64YqhZOjGEn8nAm9KpCT4i5CO94fovieZal2CXTBIV67Lkh9CjMU0JrbL/uWLB8WySD3lCVj232eiKKG61EtODTWk8Fm4KZgo9xpXze7IqhmDlxoIjDdfZYsDmsqokuWr3LseFQIexWEFFoe3UtwLgBJepd5yzZotzRFF5yrEJhp8UxEAyhIHqgk0qx3xextOfneh2HClbcJaOEB4hjcyHYfgCKRaJvSRdHwSE+MzfHo4QzD5G1DU1xypC0lsuNUla81Ysssc/JUNG7yI+PPqlVBxK9WqLkY6ZCRYtqrCBXZDPn5uNBTEl0KyRWWV2P0XNfVlWE500f7jj08SzAdZKX63VsnjyYcN5Jzme/z4vLhp7heB4VbMkixLkdCsPhki/w5cQdivRNtyrKUCWZPJgYr6M57F5hOdMwJQXS+6NDFtyhlXvqqFLURxVJjn1BVC5QWSA7jSzY5oaGpoiXc9oop2dk6qjSOO8lEJnTJo58af0eVlqkajHoT3Yqic5v3z90HKGwk+mHTdIZbKQ3hhbYCYN6xhUt4quT4z/yzs0OthQqokSu16NqoRAvbt6viqR5PZEQnbWzPqva4Pd54wokFfi8it1rw5zLFTMb3/x4fVApaSu3HYhjM6sOBB3zJSz+JRmN9MMeEFkPfC5ZZxJEKykjFGUZwfbqOSE8NEhwba2dNUntbSxgptdrSQRp5edv5D7BegPSQ04CAiq29H7q1YJjCAtPVFjVjmhsalbvVSP2b3pATTheH+mvcPSAxSKHEmXFBUqehQEVWQBEQtkOHatX39HjJeeK3Oel1T2MWJE/KdumjirFrZMHIz83x0ErTFa0bBsxWgOr3J8CoFsdiAiXzdrGuHDFDoeg4Km7tqEJdzwfi6+T1qOmUNhReTCRwCvy+5QSUezPVYJpRnk/bJhzOfJzY8pRfm6OkTaRViKCSiSFKK03cnEDTqvd1sqIdbOxKYSV2w46FEYZokMlF4hsarRq0EVJRYvWw+pAELUNTa5CsiR6mOIBK1KASyv7LaxcY/t1R8XIUmVtnjd9OJqihxxajeQhLRSGEmLcoGTYk94PxX4fLhvaG10LfKhtCGH+9OH46J4KXDb0DOR4EGehDAOOarOMPdfDpQgqKFRAGLrFe1WKgiJUcrhxSsWVbQ6FzQcwPssDwOtxKnaNTSEHvaaJwg/R/ir2+5Tilp/rVXH61VFaN1rluS4YfeH1cJ45Z7/0JHCTIVWktHwX+510sLSiSRypbcTcq4Y7PEdEINjssIoBkY1RWutmlPeL8knHIxAMxTH6mK7R15n+xnq1UxZZyib0ipY5HmDOtGGYFzU4cD17ABUSMX/6cFUplmsz2Byp2Eyr8dKNlehRmIeFK3aoYmy8jwmxA4VHHXyomzIky2StDYVjhzDG/Z57+98ch6/NLpSQI8uKHF6CplDYsb703/AwQ++m9GZVjIwV4KP1f9nGSoyIFqeTBxV6Erjk6d3gc98/dMJB15mfGylwKA8K8oA0rLRIeSh/HDUgBYQCFZMtsUYsXrdHjR3nYigckVllxX51+NhaWZOwsjrgPKhUjCzF7Iohyjorx1vujTToSFkkrw82hzHtoX8qWVbs9ymKXBYdk30hFUlZlEwPw+HBiZWY3YpXSZioMGUYJpVjjlnXAp+aA/yeo1VV2+g4CPA16qMySD9MUgbMWRLLN5kaLfY4o7xfXGVY6Xnn9ZLikpbymRPPUfLMA6hCcHdGDxXxB3CPUuq5TmPUzGFVAZlehoUrdgg9ILIX8MDCz0lt2tFhlftTABQQFEhauJtSlKlkzK4YGuc6KxKLzoPIQgViXgEJqZgBtOBGFtXx+gh/foQj/UUMufNFhytXhg8ROZ7I57LKLhcjhWhNVPGVbW5oanbEYDJWPxSOj7cljzjgXnmub0kX5OXGrKBSWQw2h5X7cu5Vwx1u8rH9uuNOcUiaOXFgnPWiMC/XEdtIocuS9XwrWsPk82lJp7WFVmJa7/0+ryNcpDoQxMptB5UCy02C7lVTaXFHXzU0qZwLWamQYPypKbyk2O9zhHRRyQFiVRWpoMixbA6HsX3eFEyLKheyHDyVNCCmjPQuKsD4e1Zh2kP/RGV1AH5fjjHWfPu8KxwxobRGEmyLB8BlQ3urqo2Sw1lX/SL9Hv8wcjuv3HYAx+uD6FvSRb372lmTHFZ2okdhHmaU91NzV49VZZ9yTbBehLTWje3X3RGfTdAjJA+FElTaqVBwvhTmO6/Nz/UaQ+yyhcXr9uBIbaOj4iWZSmaU98PMiQPVgUwqu5JyME8crvWYdh5GJS/+1FGlDoUkxxPxXHI+8Pdy7uTl5mDxuj3qoM7wNirWPATXRJ+lKyameN6yYj+W3ngJxg0oUe+eaL16EJEnXK9HahsdFuHlmyrjLMBhRK4rLfY7DiqUR3yfCYN6OhRoHgSl18gD9wC4vVV1ypMmX4HjyeqxNIToBANy3QabIxbkAl8s98ekRMpnSI/Kym0HovuYx6HUAlB7FSvhFubnYnbFUHXAHFFWhHnTY/2waV+Now4H9ykA6qAu+1oq6dxD6Mmggs7xoufXLe6ea/6mp95VlYFlTpjsZw8iceXrd1cBgDJSSbCpgWAIyzdVKpleGq2PQOOFBCuDVwecFJUyV+rBa8ao/qNhS69jI9vAMCuG/TGkza2CMdudn+uNhup4orIgFFcBmWGji1bvcsgBU4VrIHFoVUeCVe5PAVBAsEiJaS+gtYqLW7qH/b4c9C3popSAqVHaxtFzX8bCFTsc7DqMxZUbFROHuMEAsU1XryrHzdmvFNMczL0qwpASsaI2qzLovJZCRn+t/FyvOhAU+SMlr6X1X4Zi6FzRseSi2BJxs6TxHtWBoCO2HYgoerQ0Scwo7+dQtCYM6qkUt+pA0BHeIMeiMD83boOQFKXsV25AtGLq7ZaxhCxIxpCEqaNKEyYlMleDz4u8s/P6iLW/3mFh9fsiQlQPk2CBmYUrdhhLfvN+A2Ytx8ptBx1KCS1pVCJ4633V9Y5Y9MamELpFCz7x1di2ldtixfTyo7Go+vuHETm0yMTUGDuNMzG9qTnsaJd8VyAyPjyc7asO4I7ntyhrnx6msbWyxmGtZDy5jAOm21gHrXVv7znqyCUZGbXK8n5F0URzHbyG1UkJk7W/XlvHrkWWMgC+17KNlcZEUybsJ/p9MgYVffq/veeoSkaklROIKfW6TKUnYNHqXXjwmjHYdXcFlt54CdbOmoS9VXXKQi4thRKRw+QZKhYdcIbQ8LBVmJ+rDC2EnLtUvnggHduvO0bPfRn7ayJJiPJwLYv+9CjMc4REDCstwsIVOzDkzheVQr5m52HMKO/nkJGMGWd8OOWtnLM8lEnFSfY3ZSjD+grzczD+nlVYsHybMpDQgCKxLJpfUFrsV8w1PATp65DhnPybazJSPdVZEJAytVrkSC1avUv9fm9VHRat3uUIcePYzCjv54ilByIKvExgNY2pbhmWIaCAe9y9TMSVxhvqAFIec8+U3kC5b/t9OSq3jUYxrv0DNfXGHJPI/T0OQ+A0LcyRIPsRwgwXC8cp0x7EQnn095cyz+/LUfls86cPVx48Hq6k96hHYV7cISYWetkcN/463PaojoaMUWHu378fffr0SX4hgHXr1qG8vDwTj+1UaC8qTII0WiZuV0mHpRe80ZOi3KwxxdFwDTeawlTKlJsK+uy6u0IVcGL7JA2YzuO/fneVKvYiC8rQRR/jr3eWdI+8Q4Ra0FRQS1JnSt59nZpN0o26UXrSosR2uvGaF/vj6QYBj+ItB8y8/7KAFvtH0orxe0nbVuyP0XDKoh86TONIBUTSbQJmLmmTlcVtVkTGLEZZyFABnW7RxH3O5FQeMkj/xzExvUcqVJu6YqL/DURiidku0sKZaFn15aAX9DG1kfz/rAUh+ai5XmWRuNkVQxTtoA5pFZP3Z80G1r0A4j1abD/pY2V/ZLO4i4nOj+/BtXCsPuh4X9LmSYo+8tTrckGC68/E257jiecCByJrtKq2MY4ikUiV5pLzW9IOM8GZMo5UxPq60/umQMgr/VkjowUBI56CsPJU6WvJRLPKYnXykCVlpJyDAFzXgr7uyor9OFATiHsmEKOz1b83yWTKBEl5q9cJ0WW0pAMdVhpfuE/S1RLVUSpI3ovebUkjLdeyicrSVMRK0mMyXp4Kr0m55/Vyf5CUxUCsqGXvogKHkq6vKbmOZU0VvSCZDjl3OEckbSn7JhGlMO9R7M9FYb7PUYxQUm7KPVfScMr31qlJOZfl2tYLE5qKehHZpvlNhHbhuf/qV7+K//f//h8+97nPuV7T0NCAhx9+GK+88gqWLFmSicd2KrSXci8Xpl7VlZDWF7mpXzb0jJQrfErhleOJhBCwWE6vbgWuwrrY7+SPlsVkyH2vc4RTOZXCjC5Lyatc7I9xghMUHCalMkcojrKoBgWqfnCQkBUkpWItNxgZQ1gqXKsLV+yIU0jYp0yc1T9vDoddhSyVHblJ6EJPb5/cNEbPXaGSTvUDl6nfZMXZZNCVKbdDnxwnIFbLgJUDAWhFhZy88HoxKM4ZjpOJyePBa8Y4uN5N80fH/OnOCqR+nxfb501xzE23NaRXZuQYJKv1oPcTLaRuB71EhxV93bqNsdtv+HwqzboykWnoh3VZq8KNs1svPkalQ1ec9LloOiSzynAY5uqyUpGRlZLf3nM0ruCcGxe8fLZeo8A0XhKsG1JaXIDK6noUiLXJ9lLWjCxzyg857vI5egXkSJ8WuOZs6PNHL5SkQxYM4rjKgoCysi0QPzdpWJIKIACH4UIaSSgfuIfI/UW2Ve5NUqZyvugGLfaZfmjT+4PjrrNL6Tz28m85f90UzHSLXOkHHFmzINE99DoTuqGM+5ub7DONI2WhLPRlguw7ua62VtYonSNyv1gtF1l8jwX75Pvp76OPu2yrXieiLePv24XnPhwO46GHHsLdd9+N48ePx32/c+dO3HzzzVi5cmXKFn6LzIAup02aYu/zegQFWbPKCOfiqI/Gp5GGTFJBmSDDLboW+DCkTzfkeIAhfbqhtqHJ9ZR/6+TBGr9+JFzH64EqTKKDYRlMUmWi6cIVOxwhAtWCKcEDOOKSZXIYv+9dVBBN1Gl0hGsU+X2YUd4vjvZLshbI74gZ5f2U4pWfm6NixklhSE7+6kC8Yg/EswUxySzYHFahHbr1SsZC0kXOZ+gu3xnl/ZRbP4yYi57MBUAsIY7hQNLlGgs1CaEmEIyLGdfBDVIm/DKhkfB6YuOkh1yRFYfMQks3xtzPQIwNJIxI2ICMS126sRLj71ml8iFkKMDIsiKlxMlk5g1zLsfSGy+Jq2GgQ865c3t1BeB0kdMLpSeCVlbXo3eRX4XK5Ho9igrPFIOf44mFXTAmviBKWcf8Ej00bFmSqo96kqMbTW2OJ6bMyt9MHVWqYlhNIQWZBkMUivw+zK4Y6qDF5dhJ+LweVTuDXzG5Wc6PYr8PU0b0cfS5XMuSv5u5LxMG9cStkwejoSmEO57foggICOZZMJxDV1qWb6pUNTn4Dmzjso2VGHLni45QsLJif9x4SXgQ8aaUFvtR2xBSccYAVI0EIOYx2ltVp/I5GHLJ/pPP2VtVFzcXEyVjy/BH3kvfe2T4kKR/pHzgb/qfXqhyJKQskCBjDtfZzIkDHfU/GJ4hFbWlGysVsYN8N9nW2sbYvhUG1BqTibDSgt8kFHuZx0XjDsFx1xNj2Qek9uxRmKfCqRiaIkN5JOR+qCfbujHs6EUZmVchizPK3+h1GKhDXDa0t5JjTLwmba9p3y/wxdeYqW0IYdfdFa6x98Tbe446ZOvMiQPV4U/O2araBpVo29gUCwF+cfN+7KsO4C9vfqyuZbIw82ImDOqpGPJKNUYx1upJJam5PZEx5f4Xv/gFzj77bLzxxhu46aabsGHDBgARpf/pp5/Gj370I1RWVuLyyy/HL37xi0w91qKF8ACKc3zCoJ5KeZELjgro23uO4tbJg9HY1OzKHCEZGXw5HqVUk7nAzQIZRkSwjxtQ4iiuAZhZN5gAWDGyVMVg6u3WY1CBGH3VrZMHK97qcQNKlDLg83oUkws3RGkFvnXyYAdjiKwMKxNCi/0+HDpWj/6zlmPInS9h8bo9KlH51smD8eA1YzD3quEqttskpD3R/pRJ0EBkw54zdZhKyvMgRqdGoXpur66OZEFyE7MomF5oBohtTh5AbSoyGZZjNKO8n2JW8PsiSZQyOTaMCDc8wzh0FhWOAansmBuqc4g3hyObKPtKzglZVElHfbDZcUisbWjCotW7HEoEC5gUa3Hme6vqFHMHEHPL3/TUuwBiY0vI99LjpslGxd+wSEyeRjEKxNbYkdpGFEVZexgnu353lcMbQKsaFYxuBT6UFvsRiFLWUYl00O3leFQyNeNSTe9AMOGS+RocSw+gmH3keBRHc1nkusg2WKxIxhOTrlCfMx5AGCua1cE+PzdHGQOoAAARxcFpQQ8rBUeuHR6uV247mDSG3yP+L2lUASfTVUNTMyYM6qkU44gcivGPU+mSsd36fAojvtiYB7HkU92rUxMIYtyAEuy+pwLb512h+k+fG7UNTUnzFIhpUfrAYn886xnfvzA/F+//5POOa5hDpcOtcJwE+1EyAMl5AUQUWb0+C2U3w3l0OlU9F4vJ5fxUL9AURiwpv0n8ltS83ONC4Ujf62uGsfH0OFJpZZEuScupw63YHL+T+RBU2Elj2beki1KGKfN4+FiwfJv6jWQ0I6jE76sOYG9VHXbdXRHn1ZYYWVaE2RVD4ph3ahuaMPC25epAo4N73dh+3RVlMpnrhpU690Of16MSbTknZN0BILJ2htz5IgbMWo4Xt+xHKBzZB9j//P2+qE7Atno9HnXgbgt511JkTLkvKyvDwoUL8eUvfxlVVVWYM2cOfvOb3+BHP/oRnnjiCZx22mm444478N3vfhcFBfEsGhbZg17NkRYaKgQrtx1AVW0DqgNBpZBNGxWhBpPx4xQcRZqSQ/cxE8fIckBIy7/OpANAUQ6yEIwU+A1NIYdCUZifi9JiP8YNKIkr7EJWHb0KH5keJN1idZQfngmasYIwziVBGjP5W1onKRhlgRHJMhQIhtR7SfcdreiSGlGyaNBdzCRoWtV4j7WzJmHpjZegVFjxuAlsrXQm/ZItgLR0enVXWcGPxXD2VQcUXaUcByLCeZzjSJz2RS2ZEQUorJ69O1rlVm66ZLihkSXYHI4LyyHNJw8UHEvWDzDRcIYReT/On6bmcKRAWHM8ow+AOA8PFeNlGyuVtX3pxspo/YVIEh7fZeqoUlXnQQfnEJXQQLDZYTkiIsxUQ1SiGPuYhywZSsPx40FMWiMjlvZYApj0qARDYVWIBwhjzc7D6uA4wpHs7HWw7NDlTatvgc+r5i8Pj0yQlhs+aTOzDd3CKZ9JdiHAeegPA6pYDS11DU1Opg398MvEbLfKyKyfoVMjSpDBRc55eS2ZrshIYkoqHNuvu7K+1jaY2bwIyjrp+Vm57aAjREVWm5Z1CW566t243BXA6ZWdP324Wge0dHJOTYuGwgExK3eOOOTr7y8NH7Q86++fagIjw0JM40TlVsormeTJdpD9yA0M56DooeFLyoFAMKQ8w9L0wQO79ELUNjQZFXVZOC7VirT8Dcff9B3gpMqlZV0WIpQJtkBETpLgYWy/7nFeDtbxAGIVscnSw76RspoJyHw3Hribogdm0pjK/Xv+9OF4/yefV8UjqwNBBzU12Z1IbSvnK/9p6kO+s36IMxEi+H05qnJ1W3kpW4OMsuXk5OTgP//zP/GTn/wEfr8fL774Inbs2IHRo0fjoYcewrhx4zL5OIsUQSUj2BxWCoVkcJGsNSwexVLTVCjJYBOxquaooh+8lhssNwlaQKj4Mx5VKoTywMEwEp0BIT83Ryl4ZcV+NDSFFMNIrghPACLJbfKd+RvStZEWUGb/M+SEzAX5uTnKKi4VaiDGqV5V26iq51EYUWDqygHfi7UExt+zSglCCk0W4pB0ZwQV4ZIoJaJ0r/JZ1VHKMSrQsl8bmppViIfczHifBcu3ib72OtodUQJy1DgwPp+eAAkKZtPGaqpgKGE69JElhocmelgYYxkKxwSy35fjoBfkhsLNlfNcFk2TycU6CnxehweAh8/Rc19Wm6GsGEtWD68n5nrXKej0QysANbf0wmvzpg939OO0UaXK2yFDkGidjFjahyiXvaSt5djxkFEdCKr59v6h445rdE5sebhoCoVVeBdlRX6uV5Vz93k9qImyPLWFq5rvzcOotC4CiJMjRBhQinooHGNH4mFJn7+k9auKHio5R1lNE4h4akoK81XIVRixugyUKXI8PIgdAPn/WKhVfCEuHlppSSU3twllxQXqgDWjvJ/yttZHFU7SVG6fNwXzhBWZY7ZsYzyzFwDFe++Lho2NG1DiYAB68JoxmDlxIJZvqnTIQsqkqdph4NbJg3HTU+8qhZHzTiaSF/sjtQkYpiHDwkyQ1MOAkxayqrZBtR+IHVak94cUqh7Eh8/x8ELLvV4hfO2sSerePq9H9QnHl+FZuhfCLQma7dFjw03hNTc99S4GzFqOBcu3KwXWdOAl3a48FLMivAQPU9wzeDil3NOZuapFfZr6qIzhnkcGPukxoTeZcoiGLMpr7uPcv1kZm+9DxZvFJf0+L2obmlSRyqraRlWlGYiFYMk8CX39jCwrUnOLzyETFT+PePNj+15HttoDWaDCrK2txd/+9jfU1dUhHA4jHA5jz5492L17d6YfZZEGJDeuKayBa6/Yn6ssWrIi3qLVu1QS2b5qJgCGHdaAuUu3qoIPvboVqIIxVAqlUONm2qzlczc0hRyWm4amZrVR6fRXweawg9pTFtzRS3VTYXlx835UB4IojZY8p9VgdsVQlVS0ff8xFe6waPUuJTxZWZGf69YVJg8B8RUPa6LCbl91QClxFBwsxMECXDw86OMGON2ruoWF8ZIb5lyOXt0KVJ8sWL5NhR5Q6PI+ckz6lnRxxJIW5ufi3F6nAYjEj8rwk/zcHIeAnCo2P96TCiEPVLUNTZi7dKsjXtODCH/89nlT8P5PPq+qHefl5mDB8u1KcaMlXbecAZGDjzwYyY0xVx1yQsqtzaq2VDakMuVB5BAgaQ95QJBx/VIhYhhOOBwJS6ISzfoPLPRWmJ+r5kRxNIeDY8zcgoamkCpQRlq3B68ZE1eGvSYQxE1PvauUF/KLTxjUEzXRxFB5wJNVqatqG3HTU+86xl6GF5g2LXpBmFcR2/BiheBMISHZBg+ZVJ7uEGEFEpLatqq2QbnVSSVKK7M8nJv4sd//yeej/PaxUDiGVkn+62BzWFH2ku+dGFFW5KCprRbFd/TYdCC+T/NzcxyFyWiIAJyeBiB2KGYMtDQQ8HtpsJBlFGidByLWVq8HjrAxHZIWubahSYU6rNx2EOMGlKB3kR9fveAstQctE54yygkZ70/LqLRIUzk1hS0CsYMQ4Mx5oYW2MD/XkTck5e8d0T0qDEHTGO1fKqB6lebqQFAdLCWoXHO/omeM/U0kohxm+6VnxRTrvUzsS6xW7lYpWg/7kYXICB6mKJ8kj7xk1CPFJSvMS4MJ56M0RhD0Jss5TWNZJN8i5KDv5AFehugerw8qo2RjNAyKOYWBYEiFB+nzg3JLem2njSpV78z9kbkL5MTX4ffldGirPZBh5X7z5s248cYb8Y9//AMDBgzAgw8+iC9/+cuoqanBXXfdhd/97ncIBpOzP1hkD+t3V8VZToGYgny8vkkp7uSevSNqrdU3HVr7KHClFeLQ8XolWExczrTk5+W6h0oAMYHFe8mN0oPI5iQXcFVto1IK73x+S5ySzDbuq65XSldtQxMWLN/m2GBrG5qURcBszQorBV8KfmlBz49aFXTlkJvMg9eMcRTTkOE8C1fscFi2gJjngQcq/YA2d+lWh8WYFknJJgJEFEPeh0LY7/Mq4egBlDJOxZVWcgpzGYNb7Pc5+oCgQrh8UyVqG5viKghSkZGHlAevGaMOVrSSkINaKjkyNITJc6ZDUKzybI5KBquqbXDEwIcR23wlxRxDG4r8sSJRt04erCxKtH7xAFHg82LmxIGOyrrckLjh8kDMMATy+/OAyKqZm/bVYGy/7opbnG2W84lhdfw/FaYwnKFOgWDIEZvNSqwSSzdW4uzblqsQJAmZfB5GzBMgDwReTywhL9ubnrTImmKxl22sjCt4R0UbiHkqmXgsFSaZf6InZepz60htI3bdXaHCF3VZxPjm9burHOF+m/bV4M7nYxWm3azRxX6fo09lCIts17zpwx0xzEDskDJuQImqPGpSEHlopEIlbS3jBpSouQ7E5A3XnBwLXYmsDgSVzKiP3psKJ9cC101ujkcpUjKnh15GWWlVtk3mhsiCZlyXDCGR7SZ5gwdQVmu93grbTxT4cuL2ESB2QKAHVu4f7F8WfCspzMPMiQOxctsBh2enMD83LmGV/clDvzQk8AAkD6EyJI/vqv9OB99DJ7PwAHF89BJy/r295ygmDOqpQg6d21FYGRlIicr78z1oOIt4kLcrr5RbuB1B4yT3KVMSfUNTCOPvWYXLhvZ2zCceNnJF8T4eHvh+7EeZmE25S9luqgvS0ZAxKsw//OEPeP755xEOh/GFL3wBM2bMQG5u5MSzdetW/PznP8cnn3yCvn374gc/+AH69++ficd2KpDGqKysDF6vc3JUVFSgoqIia8/WuV5NyPFEXHJudJkSpGikkr5o9S7srwk4YiqpbJliOLkWGf4BwFHqnZshFVOd01yGDCV6t2K/k6t37tKtDq7jVPqF9Ga+KPe3fBdS3cmNX1LrUSGUVGvsl0jb/25knSj2O+lBi/0+db/C/FwVnqLHZvNa8vcCMNLsMQ+BbZY0a4yb3VcdUIKZXNWm/iadXsXIUge7kaSmk/AAamNvag47uMAlZafcYCVFW1Vtg3of07wgxzPnE99VMkPoFII6ZaE+t/T+kgnVHsQ41k21EUoK83HoeD2CoRgt7Nh+3R2HRq6BRHzlktpNXss8mYqRibmjTTDxOZcV+xVlI9cJEKN6Jbd7sd+n+pjz3ES3mmm4rVk5ppJakcqC6ZAuvZnyGik3JOT81Cn1dFpeSS+YiEpY1mMo9ueiJhAJY9Dlq6TNBWLUr2yr5P/nnARi60hygct1IilMJdc8x5Q0yjwgSvnCPpbc8FSMSNOr86jz9+wfeT/2I+lEdVnGvUSX67LfKR90Gcpnyz5JpfaK7Dt9HnAN+n05aAo1K+pnWnulDPOnUK9DUl/Ktc71RKYa+f6J6iBQJuu0jSaa3hxPhOWuOsrZz7nCPdOX48GU4X3w9p6jOHSsPq6eCffs/Nwch+zlPXmd7G2THN4+b4rjPSVlrc79r7+PXvuD75GIulOffyZKa/5er6XQ1tb7duG5nzZtGnr06IFbbrkFI0aMMDbqN7/5DVavXg2fz4dnn302E4/tVGjPIlZ66W5uJnKxTRtV6lDGpLKfK7h/9SJXcvESXk/kdEvl3KSw8xlyU2A7pLJnWtiymMbeqjo0NIUUL3KuENhS+ZYKt9wY5OFDFz7cJPk7UwEWIF7JpDLv9+Vg+7wrMOTOF9XvJEe/VPr9Pi9mVwxV7/uXNz+O4+fPzYkUDOJ7SaWcxYfkgUiOk85fzn4wHXp0XnzAqWAsWL4N9cFmjBD81zmeSMExUyGVviVd1Eb/4DVjXIW3SSEr0OotyHcgBz8Ax/zWeakptOX9pLKnF2KSmys3Kp07W3KElxX7HYcOIhmHP8HDG+eBZGpiASKdX1ufix7AMR78jBWlOZb6xq/P/xFlMSVBbl5UPPTDuOnwlM1CL1KWSUhljnKF763LJx6ypCJEhUA/yMkDn+x/8qbr78+/ZaEpU50NCc5Znd9cP0BJrnaCcsOtTwAYaxBQJlGhIuTa1J+nK4AzJw6MK95nOuDJ2gRck5RvvhwP5kwdZuQcZ6E0KlX8XMpweW/d8HJur65xjEKyT+T6mRZdJ/KAzefqISc0dLAmhuwXWezQNNa8BxV9t/1OykL+LQ8u+vu7HRIAuH7PeWeasyQvkIW4TO8j28c5Kw0PbmcnabCh8YPjwwJzQETOmuSRCW5KONct+551HyTZhn4PuTfJfueaaI9iVu3Cc3/JJZfgoYceMir2ANClSxfccsst+J//+R/k5+cbr7HIHiSNYdcCXxzjQrHfp8JK6O6ae9VwLL3xEkXRVyAYNaTLsCYQjEsC8yAWq0cKxO3zpuCyob0BxBKmWEZcbkprdh5WFFWSixaIuZRJs7lpX4xmk2Ee5E2nkKU72JQ8BECFXZAOU8ZBFvi8KvygOspxrYPCTIYhxRCJOyf3ORALQ9FdpoFgs+N9db7fMGLhMYwxro72/bRRpXj/J59X8eRAxPUp6Rh5Dx2LVu9ysO5wg+E7ky5Qxj2WFOZj6qhSR5wxLXQy1rU6EMTx+iC+esFZRoq0mmjMKu/N9pKqlBR9MuRJcnHLOFNpMeS7MvRi8bo9Iok8jGUbK5VrFjBT3pG5oyjq7mesNkFWB7bXNDd0xZ7hPzJMg+ECDCvgpkRFiCElcgOK5EY4V1042ib+liEbzMPgRsVkSI5F2HAPE22epANtELS4pKXdVx1QXgQT5WqmoDMoMXxFhhgw/8JUAA6I0AAz1IOx3/RG5OV6sXDFDsxdutXBUS9lSENTyEHHR4VMhkNwzu6tqnOMlOxvJpjKBE0ZVlctlEqG0+mytj7Y7Ih3B2LjzwRaKsZSNjFUgv9nSAjZu3RueA9idKh+nxeV1QGs312lQnd48Ndj0Zn8z/wE5qPIkD9TfDgg86ma48aRIR1u5dbyc3PiZCjXGvuEoIJN4gnOqcuG9naMQaQtobichoqRpYI1x2M8vMkcLJmYqddF4byUjFCMAc/PzVFjQ+ghifpn8t8cY4Zlct51LYisa8meI+c+28s1L/uN7eUYNzTFQkxNij3znPJyc1R4lWTYqw4E0RSKyVK2JVGiPmmMGXLMOc05z0TpaaNKsX3eFWqskoURSoMFQ5aqahvg83pQWR0w5vd0FGTMcp8Ojhw5gh49erT1Y9sd7Wm5B2B0d8rwDr1cNZU8ntp1V7V+Pyl8aQWhxYgu7Mpo7D6tvICp2l18SXfZXj3UQ7cmzI/GTevue7ripPtSWuJ0F658rlvojrQoeRA5xEgrgQnSLDjCtwAAnENJREFUMuh2rbSCmSy0JuuJXpKbbTdZlKXFQrrzZUiOybUfsSTHj4/J+qSXDKd1h5uQXvHW1H96VVla/qW3AXBayHVrubSEMwFbei8ifdTosBRtFvkHpI1VVv5odWC2xTTP6IHR+97NazNfxPrTa2KyUupWa1aR5tqVFXv1sBGuM76TDB0hiv0+5WXxep1eIrle5PWm9dEWVi1p5QTiw8/0SpYyVEvORxky1RwOG0NoZPiArGBKmSLnJdu0fndVXCiQae3SEqxb/k2yQQ8j4voyyXOOPeAMZ5GhNvTKyjASPczMZC2WFmvprZPzSa5rGN87vrow5aIplFPvw2ThTlwbL27e72Bo4zvo68G0X5mqREvLvQnyviO0kEXdu8KDQSJeeD00MJEymqxCrfQI6aFVZcV+4/vq4JzvXRSpKKvLQcpf2siawxGijuP1TcpSL8Mj9THX1wgrLudGPdOmKticjx7Ewp1Msl33hJqqtwNwyAzC1C9Sj2kLtIvlPh2ciop9R4BkyWHhIJ6cyR3L6ygkmASY44kv2CG9AUCMBrA4mmApLUZM+uPiHVZapPhw9cS8ek1xBJz0WToHruTdnzaq1MFCQv54IJaYudnFEkArDGmx+D5MzPIgniJtdsVQZc0LI6Kw0vIlLTUSMtGyMD8X00Y5E/GACM8720fXOdtmgmRDYWU99hkVHnpL/D6vstQAMcuRBxHLDe9FAStpL8NAnGIv7wHErE8siKO7bckiw+9ksuai1bscHpalGysx8Lblqh4BKxPPKO/n4DKW/5ZKvh5T3rXAp2j9aMUjlSTZaY7UNjo2lzU7Dzv+DjaHFTMREGO7ASLzcXbFUEFROdSRMLlMVMWUn8u5SHpMgslh/J2zmnMIK7cdVNZItqk6EFRWN70QXDjar5L3nApYYX6uYh5iER56v/T1QkVRJhGXRVmo2oIxR1o5JUUnIel8KY/mTR8eZw0tzIt4+kjnqlvGp40qVQoI4GQGYv0BOS/ZJp3hiIdXJoASkn3LlAhJi6PM1eH6osyaMKingyCA8vaO57dgwfLtqh0TBvVU63BrZY2jcBqLQIURmT+ktSS7l7QWS+8Yk8LlfCr2+xxUtLoO7kGk7+ZNH+4o7LRg+TbMWbLFQWUoZTFrtDBR1u/LiWOc4boiw5HuPaP1mhS2XA/0zBbm58blzhDzpw/H9nlXANH3JoGBvDfbQM+mpM6Va9eX41G1K0z34v1YIC6VZHUTm46Eie9eWvZp0SYTFPfCYr9PJS0z6Z+seXw33oey2IPYWjpe36S8hZJDnnN9Rnk/tTZGaHtcTtSjTn553QPFfvUgcgDIy/U6ZJPcryL7l/Mei1bHat+QSY4HZ3qedd1HPrejouOn/FpkDHqFxWpBacaM8OpAMG7RA54opdkBh5ueJ166Ycl1C8RcpizBzXLtQEQZZzgNNxFuXuSE1hVpSZ9FBUd3h86fPhzjBpQ4FCHyx0vkRktmS2FGS83cq4bjqxecBQCKs/ftPUexfd4U7L4nwutMijgeJGTmPIV1xNoVEyoeRBQfggWsGL5y2dDeDgWfoRF0M57bqyt23V2BvVV1IvbTycBBdh2GQ+k0Z4X5uYoKkm7zAbOWKwpObuqMUeVP3RI0JXuLiVta0pECiKsquH53FapqG7B0YyW8Ho9iJNGZCFiPgL+lUJahLQWG4mi5ORELU6y9kYPmkdpGzJs+HCWFeVi/u0opJ5xbMvwkHB0r/fAlQw5mlPdTys6w0iLlDRl423IsWv0BjtcHHfUcuOYY3qCHsXBDlzzpktpO53CXFLBD7nwxzsJUHaXNBJwhZzkeqEPBvOmx8CJSlxZEx5fJz1W1jUohAmIhTzPK+ynqVcATx2zS1iBzD4A4SkBJBUjLM5VW6alhL/l9Xry95yjW765yzAG/LwdzrxquNn0TMwlDaBiqNDUqL6iYk/bV78tR7CHDSuPrNTC0SsZLs1aFpIgFYoqKVGfro3kEgJNKloYeuc6HlcaUOSpMvJccU8rU5nCM7tCDyOGBIWBv7zmq1qgH8UXnuP+s312F5jBUVdFQGMrazYMLqT8bm0IYN6BEyaRAMIQ504apdTRtVKmj7kRtQxOkWKDXQqcuZRuL/bEKqKR45DqU3jWpEMpx5+c8ILCPQ2Hgjue3ONdudP6xoq1+L3k//jtZgThTiI4E5x+LuEm5s353lUoSfv/QcRVSNmFQTxyvD+KjT2pxvD6WZ8MDABVc3pvGmoqRpY59WrKD3Tp5MErVfhh2/F4fl6aQuQihBFnWeADg/RKF8hBcpzE62YAjOoB7ujTwSZrijoqMKfdbtmxJ6z+LtgMX1TLBpEDFjDGestQ9ABVPOXPiQGVJZ5w3Cx/JjYSbJGNcafWh9a8wP9dBqyZBrmOpEBf5fVh64yWqCig3USpjrCaqKzqSB55Kpk79WZifqzZKCjPSYdHSJTdIXXHVY5Z17mX2FVHsZ1Ehj1Ia83NzHJssuZi5sbKYDa1Om/fVOIqOFPt92D5viuMAxNhhIGaVpmdFWt64AajqfC4ZT3TNyy2ZhxoqnTyM0XJJC55uNV6wfJuiINPfGYgdNtfvrnIovSwi5PHEexJoFfdE+7tXtwLMnz5ctDesvBjTRpXisqFnqA2N84QWO1ptSF1YmJ+rlIKmUNjBK87xlRYybkib9tU4lC5at6Q3QeZnMCxh6cZKpYBzXZUU5itFSVo2Te5hekbcDmLLou/JuhLccKXCcLw+qA6zsrKupNSUG69UaHkgqqptMFogsw1JkdutwKcUGLaT81CPOdatoUXR3CNpmec8kX3bGK2boFNnSipDWYnZtMIevGYMdt9ToYoKylyi5ZsqsX53leN6hmRx3tETS8o+U4E4IHKokB403eMqLaWb99UozvKPPqlVn0vvERBTiFirAoCSAzQyyBjxedOHO+Kq2b9k+9LlEJOhQ2Gnl4mGAR0syvX2nqMqlp8Hj3A0RGP+9EjCKO9FgwLl9rzpw7FhzuVYue2gsuLzP3rSJE2l6WAuqSqllVyC/UVPkSykpivlJku7G/0o4PRmJQIPHss3VSqZTUs13x1wVu7m3GQozdIbL1EhKQNvW67kFyvVs2r93KuGqyJs8hBDlrh91fWOmh3MD5OH4lsnD0ZJYb4aK+lFkn1P1ASCKteDijv3Lc5Zygd6ZvNzvWovJzUxn8fQ2AKfN+Xk3vZGRtlyPLICRhIsWbIkE4/tVGivmHs9JphxvzKj3o1arneR35FVD8TcyzLGlXGIzLbvWpCL6kCTCouQjAh6vLTpufqm68aIIGN+Jf2a1xOJ++P1OqWjpHzjfWSsaJGBpUJS2zF20ETPBcTYZKaOclKRAVBx9IztZKwnofPSexCLc5ehHNIKleOBYvuQ/eImhPSYb/ne9GLImF5+xzhFGbvJXAVTzCZjXAfMWu6Iq6frU6duZAyjjOnlHCQku4cpHlV6lMKIZyDRWT506HMMiLjjnbHusTh0PW+BYR86Ram8t1uOB3NVOL5ucfgSMu6+tqEpjjFKtpdx1gWCMUJnATLFqnN+kpFKMupI1hMmJrclk4ROhWiiyKV8knG9zDswUQdyjQJwsLQAMbaxyup6B8vQvOlOxpyKkaVxc0DGWMdymuJzYngt50dZcSS+Wc+1ML2vLiPclBATpagp38lEkSjXnU7BKts9sqxIFYSaMKinIwdB5vfwWidDi7lfgPi8Gv6W9L3MrWJYjB7fT+g5DHo4DmWvzIkwyRMTSw0/kyxdZPaSjG+mfA19zNxYdPQ1lizmnpDyivPFjQlOQt8HABhlu9zrdIprxrsvWv2BUvAla4/8v97XHGvS80ro81nKNX0P53tvmHO5ypHQc6kkZB6F1AnaWslPR4eML73VQlx66aVG5T4cDuOTTz7Brl27UFdXhwsvvBCFhYWZeqxFCtAp/ejC5ecmaw/ADSwQp7gPKy2KU4wkg0AoDFQHmqKfRy2zoTAWLN+mFn6vbgXGA4UH5qShGBVYo2PzqQ4E0bekCw7UBJR1IdKGSOOo2Ofn5mB2xVCs310Vl6zFU/xHn9Ri076aqLvQ40iq4qbB96PSy3fmPe94fgtGlhXFKX4HagL4y5sfY29VnRqHQLDZwejhliDGnAJaFmRcpaSe61vSRSluQMzSAyBO4Et3peRllgmZksUojFgokRwPnd8/du8w9lXXKxc5KRpHlEXCVvTxlQmzABR94LDSInz1grMcB8mmUNih0LE98pDFNtOqqbeZz9c5w4FI2FZzOKysrn6fN+56zg0gVl1x2ijngW/cgJK4JE9uDJxHOmQCsn5olMwvkoZTFqWisjJ36VZ1T+YBABGrZ2TuheIqRXJNv73nKB68ZkzcGMnN80hto1IseEgMhsJKGcp2zL3sFx56ahuaFLXr6LkvOw7MLDoXVn/FKnsyEZSewHEDShwHr0CwWVH60Uihy5AwIv1XMbJUyaK39xyNy/mgl/LBa8aodcxdk8oFExVJVwwAei2MQDCENTsPOwgOTPNbh1xnY/t11w7NkQMDFXVTLRO5luR8yc/NUe+ZJyiQZc2U5ZsqUSD6g2tFVwZlrYH83Bwcqw86WFdyPIhjQdq0r0aFnJ3bqyu+esFZWLR6lzIymZRWels4f0j2IOuaBENh5Od642QN4Nw/GZ7H9+lRmIeBty1XiqKuLPIwpodUyZwkff1LRV72mYTcG9zmAD2LBGVZtUYsIbngJaqjbEfrd1epKuDMQ5m7bCuCoTDufH6LopAmwogYrvJzc7B+dxUqo3Pag5inRq5ZerfZ15QzOrWppMc+UBNQ9Ni1DU3KOq/v4RJyTwUiniJ9vG6dPNjB9w8gaT+3N9qMLefEiRN46KGHsGfPHixcuBCnnXZaWzy2Q6G9LPcm3nHdAmuCVDal4iI3JVm4YsKgnli57QDqg83weNz5bSWHOTPgeQ+dqUffqLg50TLPds69KmZZzfHA8T3hZi1lmwA4vAM82euW4HgLxC5jH9Jayk1DQlrJ5WZKNgCpZANwWM307H5pLZRWKkTfg5sUPzf1uX4PtrHAF1/kKBXWBlreTf28dtYkY6GQZNYpWojYBjk3eQ+dDUK35rpBWmb4zokKlrh5LvRCN1QCpeWQIVImz4HXEwkr0dcnlXDdI6QXR5PFhgidPUpa34D4A4s8lOoMRfJazs/C/Bzsq65X86wtrPZuPPDSEidBRVUe4kwsQG4KjYSbfOF3sniTXkeAz71saG9lzT2312nGwoFyjutrW76vCbonkf+Wc67YH1+fRPc6meY052CRP6I40zpvsmzqxphYH8Qzzsi9iFZgyfLEzzn3F67YoRR/6TUyefskZNE9WXODhyt6QLlOAHf5y/nE9rKv5XvsvsfMpmJaX7JmgMk7kMwyn4rl3mThNh2ygMg6J9uQXguEc9I0jwBn5WW9oKG+z0wd5SyAJvtA91p6AJQKo4TOsqNb7DlOlOU0pElPr76HS6MH+0XKWt2Q01bokGw5p512Gr7//e+jrq4Of/zjH9vqsRZw8o4DsUSmxev2qGRKAI7kSyCygREyhppsKiPKirB93hRsnzcFG+Zcjrf3HFVx3N0KfA62A8kmMnPiQBWP2qtbgeMe0kJqYvpgrGCTFp/JOFLG0Uq2EaKhKRSX3c5kqdqGJvQozEOOB0rxJcheQgECRKx5x+uD+MubH8dtIjzZk2WECYm8LTcC2WdAjA3g1smDMW5AiWpzQ1NIJXoxIQmIjSPjnckSwM2fPUSFi5/zOYzplpzK5D2moJQJqT4RL79wxQ5XhgeOiT6fAKiYbMZxkj1m/D2r1JjzICoTvhav24MClgCPskwQ0grF97h18mClpCTjSAZieRPzpg9Xm0B9sFkluy1cscMR6ypjYRm2JGPpuVGzmTxUAcCx+ojli8mLEs3hWKIq34ex7AtX7FBjuHxTJWaU93MkZc6cOFDFGxNMElu8bo/i6C/wxQ7RMjHw7T1HHfG6zOFYurES/WdFkoM3zLlczVv+bl91fSRsaeqwNmPKkf1PD82EQT2jeSkx2jtac5nTkZ+bo/J4ZlcMdSiutBRzPPlb5l7w71A4IiPk/C4rLlBrgx6Vt/ccxYzyfg42r2J/pG4Bay40NoXi2JmIYaWxxD3KttkVQxWryK2TBysvhb4OpfyUFmEmfgNQCi3zrxjzra8n+QyyEoUR885u2lejGMKmRmOUaTG9bOgZRuawRmGh5f1lDYkivy9OaaJMYr/eOnkw+hT51dyTSetVtQ3w+7xq7LyemKzfW1XnsJhz7Rfm56oYeBmax++lsqfHptMDpCuJBQZLMeUIPaNsh9zD+CwpB/WcCxNSibnn2jExMNGrKnPngs2R/YPrm79j8veEQT2VHJLziX1HFi/mefi8EfnN2PcwoPYDhnmZ+psIAyo/7g5xcGYdnrH9uqOqtkExxnGcagIR1ptiwesv+5Tzx5fjceS18N8yv02XlR0RGQvLSQUFBQUYNGgQ1q9fj+985zsZuecHH3yAp556Ctu2bUNjYyN69+6NyZMnY9q0aQCAzZs34/bbbzf+9r777sN5552X9j0BIBgM4oknnsCrr76KEydOoH///pgxYwbGjBkTd7/2xsyJA3Hn8xGLQENTyHFSl9anuVcNN8bPSjQ0xZLqNu+rwei5LwOILPDahibFAT1hUM+4uF1eZ3JxuqEmyvRBjwCTv3Q+55ueetdxkibHNENUAsEQ6oPNGDegBGt2HlZWJvKR76sOoCZqPfNGN/eGpma1YfIQlCv6RYYBER4Ac6YOc8RUEl5PxDJUIBQusjJI6/gdz2+J6/+SwnwHXWmx36cEmfQqlBTmKytJXm7kvmXFBcpavmxjZSQ5NQwAYYfrWPeQUOASEa+Cs9gIEKOvk1Z4uqJlZd7IODTHhalIq6kHEVYWfeNjsqiM62eohFRYuDktXrfHEe+cbJ7J33EcI27kmBIik7UZb8nP2Sa61JnsKN9TL+zCIlh67gPDvZyVU5uVN4G86pI5JxAMYeGKHQ4mpZLCfIciIBlGFq7YoQ51PCzyfWjJ0uP291XXY/w9qzBz4sA4S5ZbmEC2IMdL9/Zwkx4hLMqm3xKcf7Qg6vzm1OEL83PVOmOYn7SSyvCArZU16FGYp4pCSc55OU4MO5OWUlowZeiTVNzlu0uvwJ3Pb1FMJBLSYn+kthHzp8fmXHM4jO3zPu+4XuYf0OMj+4IyvrQ4FjYkvbp6LRJaX2WImqRAlMob5zcPB5JaUu9H3m/B8m2YXTFUJYs3h+MZvprDkQM2SQuk8miaS9JSrM8XGc5EOc0QHyC+qjHfQxqqON/0JNr1u6twoCZCZsGEbYaLSfaddIvE6RZ9vq+kMJbX8f5yn9U9AgwrWrPzMArzc1UYTq9uBWr9UM7wvvRYRsYkjHnThzss77pHWO6RQHw+GiHnx5qdh9X45+d6IQtwyX2Rcpx9mpvjRbA5FAnLbA5jbL/ujnw5U25dR0abKvcAEAgEcOLEiYzc65133sG8efMwcOBAXH311fD7/di/fz+OHDkSd+3UqVNx7rnnOj7r06dPi+/5i1/8AmvXrsW0adNQWlqKv//975g7dy4WLFiAYcOGZeT9MgXyQFcHgqgPNjsWKIW8z+txUEdJZgOZCJWfm4PLhvZWSgcFIL+XJ3EgIthlSWhd6OugEGRFOXkvIKIQyaIRdDFS2FJw0DNQUpjn2NykxaPA54ylZAIXC9QEgiEsWL4N+bk5SslpilrBDx2rV4U6wmEohXmq4K+mhYjx//K+bAfdvXoCJjcM9qnuLpVhGxwDWnjW7DysLBMRIRdRT6hwx/ossjEv31QZFxoj8zDoBqXAlgW2ACiFZ9nGyjhX5eyKocqNP0Ik18kS75G5kRMVxM3Rg1jIsfGZYvzZHkl1KguvSaRqYaGiYSp4xu+rahtRHYgo+fR8SJe6TMYEYu5pjpOMrZYKsq7AcNOTidQyPEgfewmy+QBQm5RUWGobmpSirod2UElmaIUMK5O5Hn4VvpTjUK7bIg5VD02THj++I0Mv5LqitVvOpZro9bQK66EXDEGSCi6fyfAlHm7XzpqEIXe+GHfwp6zTQ4a4HhhCtnLbAcXfLhUI9u2dz29RMoltJiLW9KBSokz5JfQAydAU9iev12PEpbIbRoxSF4gli1bVNsbFrgNwxKPLeSW/k7IEiOUiycNLcbR2ioSssCsr9OrGEoK5NBMG9Yy7l6788oDDQ4YMoZEKcWFeblxipWnu6wcYenkK83Md13N/lDJZjoPMc0gHprWZ6LN90Vw7gvOfniAe8CUVtjw06R536T1iLglpgxMVfWS/6eGcMh+lLJojx/BWemiAyDqVB+BQODZvaMmPzdewMh5xDnIMuF+b8sU6KtpUuV+/fj22bt2Ks846q9X3qqurw/33348LLrgAs2bNgtebOMJo2LBhGD9+fEbuuXPnTqxZswbXXXcdvvjFLwIAJk2ahO9+97v4wx/+gPvuu69lL5VFyBhfLma5sBjGoidlcZNjjDmVDybA8FRcELUUUukFYsoeFR3nqdt0/nYKQT2qw4P4ohF6HCnfz5RcZlIOKcgkQ4iMW2YCEMFkQfZbt4L4uFcZDyyz/9lnbLdsE9tIRWRkWZFKCpMx0Mfrg6oPaBWXiW+y/6Sw1ZUVAA62Btn/bDvje6eOMrM5sM0UuHlR2sCFK3Y4FC9akI/UNsZVhyTqgyHMrhiirHFUIvQN01RJkO8nFX45d3w5HqVgmJRCtn9YaZGyEnGu0nqqW/UCwZCiW2M7uPFzcwBiFLEclxwPMGda5PCvK/ZSYZqzZIs6MHJ8aT0j2FbmTZgqogIxq9+tkweredvUHHZVxE0yQLdGSk8K+4eu8HStiulCHqQAOOabhK6IUVmRSg0QO0AXRUPfeOjhuI0bUOLwmtEoAETmpa6Q1QvFUtINm5SC6kAQC5ZvRyAYcoRzSANAJPkwoNoaEBZoJn+WFRegtiEiZ/X1yXYypCYQbAaq6tC7KBLWNP6eVWrdyPkg57zMZeC8n1EeK9QVCIbQFIrMB8bZe6Lvd8fzWxStsm7Zn7NkC+ZeNdxRgZnXyLA2E5ik7/FAKM5OViSOQUlhftR4E8ayjZUYN6DE0T+6okuLOemjKZeXbazE1FGlqKwOqOfKontukId16fXhfOPakvkai9ftUUauCYN6OmSg25xyi7mXfS+97fxOXke5FAiG1DjRq8pwpEWrd2HtrEkOuabnJcn9lt6OUBg4UBNRyo/UNsZ5SuXhYUZ5P/QozIuuizDG37MKVdECe5VKsXfmyiHav3JPlkQgZGOSa1ZWXK9taFJhsNKgFlmn24x921GRMeX+gQcecP0uEAigsrISe/bsQTgcxhe+8IVWP++1115DdXU1vv71r8Pr9aK+vh55eXkJlfy6ujrk5+cjJ8dcOTTVe65duxZerxdXXHGF+iwvLw+XXXYZHn/8cRw+fBg9e5ormrUXOBkXLN+GyuoApj30TxypbYxzdcpNQXf7MjRkX3VAMULolFBSaSvw5ShFkTR8VJp19gdpsaflRRfsupIpBaK0ktFqKz0DJtcrEFOwlkYFPpOY5DMBiPCIyKZL93nfki5KGWC/mazMbgJBfkZFpKzYr6i+TFadZRsrHR6QpuawOpyN7dcdldUBR1y1rgxFwpW8qKptQNcCn4rv5+8P1AQcYVX83s1qQUufrmDLd9c3JPYfEDn8FPhyHNY9yXJDyIMLlQLdIuqPxl3y4CLHTA8BuDOqdHDj5hxilU7ZBrn5S2sQXbtUzGQIQn2wWYU2UEHzejxGRVSGUkj6USaM7qsOKAsTnym9KPQo6GvG78tBQ1NIWd2o4PPAfehYPQbMWq7Wlmmc3cZdn+M80Oi1JzINhjxRIQdgPNDK9U6Fc+7SrWhqDjss43J98mBOxdrESiU/B2LsMDwkTx0V8xZQmeb8k/0vw6RM4DMO1MQqezPZm6FHzD06UFOPXXdXONii3BQQKkFSjtOaLA9musLbt6QLqqOhi/xMhqg0NYcdXg/5jrp8lcYYybzC51O55hibeM1lIS2CzDbOdeARh/JmxWwk35NMK/rBlB5JdScPVL4EqUikfHGDbmDi35TLHAcgEpqyaPUuR3gJPRmLVu9S/cqQFwn94KobY6S3j14qwHkoGFkW20+pEOsGCxpUWD1X7jXSiMR2yCroDE+lsUIezAAnCw3DWnV9gd4cqYAzaVafKw9eM0Z5LgFg3IASjBtQIvbEMHI8Ea98IBhpS35ujnofevboDTX1e0dExpT7v//970mv6dmzJ6655hpMmtR6JoUNGzagS5cuOHLkCBYsWIB9+/ahoKAAl156Ka6//nrk5eU5rn/ggQcQCATg9XoxbNgwXHfddXFhOqne88MPP0RZWVlctvKgQYMAALt37+5Qyr1cuI1NEeFmchnr19c2NDmEpKSWcmMhobWL4SGkb6RgIbRioo5FLiFdrLSMUYBRIB6ocSa0BoIhh/va5LZnSIVU7mQcsr7hM9GKYT5UMJg8pwtTvU+TbbhA/KFABw8xXo+TRjE3mgAk3ZsBLVacGyUQs/4h+n9Jvca4zqUbK7Fy20HVl1QM3dovD1wrtx0A4Ky8CTgp1KjAysMh+4CKMeNOTQc/hr/w/SQnOUPBQmGgKdTsUFqkBS0MuPKQU0Fdv7vKsfn3KMzDotW7VO5FQ1Mzbp3sHDd5SFm6sVLlfoQRS+wsjhatkSwORMXIUkcIAC1jjBWlO1nOGWm58iDGNMIDOqEfcIjlmyodG6DbWOsxuYTs12zDzbvIOWCKj6W3hV5FFqEiFq3ehb+8+bGi/jUp/iaLNg81OZ6I0iBpUSX7h8l4Mu2hf2LTvhojBa5k8mEe1AjB5d4cDjvCx3iw4FygBVTKaRmqw2tjeUEete6ByLvonhiZP0SLswzfoyHEbY7JAwEpCzdHCyPR48QDLA/piaykNGSQ/UsqdtLIQOWbB6uaQFDJbF7D567ZeVjlSbBNkjGMBwnWOiBLVCox2PohmXJZr5ti8p7Kwnu6R1tCrg39cMbvKV9NB7k5S7aokE4gFtq2Zudh5SXKy415wGhgMIXFcS7J9kjDD41MRGNTSNUTYH/KsLocD+D1xnLRaNDi/kKSCJO30WRwku8Z2VNii5BF26gDyWfLkMaOrORnTLlfsGCB63c+nw/du3fHGWeckanHobKyEqFQCPPnz8dll12G//zP/8TmzZvxwgsvoLa2Fj/84Q8BALm5ubj44ovxqU99Ct26dcPevXvx3HPPYdasWbj33nsxcODAtO9ZVVWF7t3jXc/8zBTzL1FXV5fSO/p8Pvh8vuQXJgEX3J3Pb8GIsohApUAke4mkZCRk7BoAxahBGssCEZMnNzwZKiMXvlQAmsMRayuVCJNyQH5umeAlrQWyzYqHOprsJd3XiawqD14zxhFPq7s1ZUKPjKOW1mhphZAbKwWUjMVOZsVPJCx0SxVdmYz71OsV8L31Q4Me48i28Vp6M+qDsbwHKuZspw5TvG1+rld5emSIklR6pMWHApMHUHmYk5ZZWVRIboRUhqS1hcrcmp2H1dhOHVXqCF8xFSWjBZdt5UGShzmPeEcT5BoIR/uSrExMOJf5D/rh0EQPCji56KWrHYjlW+hzgJuTrFCsrzVWq2W/us1V/WAt11aRiHNtDzBhkm2ntZ4HU5nQKWPN2ae0QEvFX5+bXKOyT/R8HvaPDLHQDxszyvu5rmfKPWntBYD3Dx1HfTTHQS9gRUglSh8nqYBKSy4NFzQILN9U6WDxotW1YmSpkvuUmfSU9CjMw/JNlfjok1oV+qB7d+WBgGuJijPj4alA8ZBuggwDjOwlYcyuGBbnbZJWZDl2/FwWyWJYKfsNcBZkkjKTNIocl15dCwAgTuFzywvRx8q0H+gKOte1KbHYLVxS3kf2C+8pQ9b08FZ6DKW8pszjYUnKH767CWP7dY/re1nrRR5Q5XW8p0xqlcnv+kFIZ9iRuXimgxLnL7+XtKasTK3nEVQHgghGQxo7ugU/Y8r9iBEjMnWrlFBfX4+GhgZMmTIF3/rWtwAAF198MZqamvDSSy/h2muvRWlpKYYMGYIhQ4ao31144YUYP348brzxRjz++OOYO3du2vdsbGw0Kt207Dc2NsZ9J3Hdddel9I7XXHMNvva1r6V0bSoII5LAVRqtSNscjpS/DgSbjbG6jF3jgqQbTBbCYRyajNkE4LBYSeEjXdYmhdGUOT+jvJ9a4HJTeXvPURXf2hyGKi++TLPGkrVCWq9kkRFadIAYAwMXLoUAFVNauitGlioBBTiVLW4Qel8AkY1fssvo2fiJIC1ee6vq4g4bsv3S+qi7hN24wDnOPCBNjVZL5XW6MmdCgVYJ0hTmI2P9ZdvYZ7RcDystUvGoFNK1DU0ozM9VrmAgFoNaE4hQk26tjHGGy0qWfAbgrLCclxsfpkdhLisJ82DLYit6jQDZNzIMTvLSc+3IQnKJLG2mA5++0cniTbK4GkOBdE7xGeX9tOrSXgePfUNTSCXJ6YcOuaHrDDBcl9ne8KSVkX9LxStCfxfz5vGgR1rXHA8ciXJcn7Qkez0eh+HBNC6EvraAmLIvKTFlu6VVHXAykphCmuTcACJyV/Y9Y6hlkq+0XK7ZeRhVtQ1KtsoxlR4tvUov50hVbaNiIyMjiiyANqO8n6prIT3CVID1AzOpdilPZcJ5V5Gg6gbOccb1M7RHzg8pT5mTwdCfmROdBeGozLmFUVK+AM6Cf9LAw/kv+1ZaixMZRoDkCrokM9ATbU3zMxHfvZQ5cp7QM9jQ1OyopGuqGMz+kFz89I7wNxwnWexv0epdKkGdho7LhvZWXkMaGqUc0ykneX85f7mn0NurH1Yov3mo0T0JpJZlv/zlzY9Rva8GfUu6qBBZrg/pPejIaHO2nEyBivSECRMcn3/mM5/BSy+9hPfeew+lpaWmn6K0tBTl5eV4/fXXEQqFVAx+qvfMy8tDMBgfQkKlXg8J0vHYY4+lVMQqE1Z7ID5jXG7QpJiUtHcspgQ4y95z45ahLIxD83k9ivVl5bYDjuRXE1MNrQB6gi9gjlHXT+hUoHXljfGpEtxwpKDgZqSH+uguT/ZVj8I8VWiGv5PPkcKOfSbDmOTGQes2LWSpMIxIxe1IbaOjqi29E4l4d2U4EmN/paI9YVBPh3WKm4hU+OQGqEMPx+LBQ1JaMnZf55mW3hg57pxj/I5WE7Zx/e6qOMu+Tk3a1Bx2HATk3OKYy8QxuQnzviWF+Y4NVcatSu5wU9/ISsUy1pi1IpJZ2nTI6/XYfTKG0KrFg0RjUwjrd1c56EplRdH83BwHVR37hYdzqTx0BG5nmZzH/pI5DjLRH4hxkDOMondRxNJqihmmokJP58IVO4yJh/w9n28Kw5MHIJlwTIWChzIJqSjpB7z+s5ar66TxIJG3hddIj2yPwjwlkyurA8rjoufOcI7ICsjMA9Et0fJATnYp3QpLEoXC/Bx14Ir8nWu0YpsU1MXr9iglFIh4i1hETiprunEGiMkTrgPp6eR4F2nvJn8PxMLquBbkvkH5Jfcqyi09jFBfV3JMdQ+E7vXRQQNKonwJCSlDON9kzD+9XToLkJ5TxRBLk+ymkUYeQnVrOvH2nqOOhHVTOJsOGp2qahvQ2BRjBpMsQ10LYgXu9GrIpn6V/cJ9QIaiMWQ1lQNoR0CLlfvrr7++xQ/1eDz43e9+1+LfA0BJSQn27t2L4uJix+dFRZGNNhnd5umnn46mpiY0NDQoRTvVe5aUlBhDb44ejSgrPXr0SPjsLl26tGmFWpPSrC/u3JyItbYgauXTBY8EF49M6gw2hx0xqPyeyp2enGj6t95WAMoSn+v1OFyS/D8FDeOqX9xcj1DYXE1Pug9lXLMe6kMrGq+ldYIeBVaWlfSfFPjsW+n61NlWdAuZ7tqUwljnh5Z0l8V+H/qWdMHmfTUO65pJIJsYHaQLmpYUQlr9ucHR8mliT5FCMbZJODmlE7lQeXjkuMtCOgAcTC8Ek/Skcse4ZIaOcQboFnW+o4lfnG2Qm5YcD37OjUPSs5p416Wllv0tNw3CZKXXXfvsrx6FeagJRChE3cJg5BzXGV2kt0r2LZXZAzWBOM+Kzuwhx12P584meCikTJHrTS9hD8DhcQRibB0mbwPnBMe2OhBU1nRp/ZWWSbLBuCUk6wntsgCfrlzoIXQS06LhZGRRkhSnurdF9gmVTL6TPADzHaU3kYqTnhfF64/XB1UuCttNRqGvXnCW0dMkFTomR1KWus0Zk4LK/UXP1ZGHPCASM821qoOGBcnQQ+OX7D/+XhqQAOdeJi3EZPciVz1D76SXVL6TPtZu+0AiKzwQUzr1MBvTPDLNN526lzlAbt7IhSt2KI8JZaxcQ3zHAzUBzL0qUrWXckMeIggawWobmhRFsu5t1A8W3ENkGCgNinI8Ze6KSb66QcpOQnqhde9JR0SLlftDhw5lsh1p45xzzsGGDRtw5MgRnHnmmerzqqoqAEC3bt0S/v7AgQPIy8tDQUFB2vccMGAANm3ahLq6OoeSvmPHDvV9R4PbxJbuKVpppOCRiqRUIqi065ZzuTlyEeuJUbplgtAXsPQ2BKOMMLR0A4jjo16z87BqC3niqezJMAYm03KB0hLLpDgZC02FgIoZ2/P2nqOq4I1etEaGL+hWC1p8dOGgezfkGEirm9fjcZSGZ3VLaX2WFjzdsiQVRKkoNzTFkg092rjollLAybTB5zGWVoKHJTnX9E2Kn1fVNihFg9Y5qbzKyq2Ebk3mHJLFyiR1n4TcjMigoLvZmTOiz01W4Vy2MRL7q3N5y/6XhygmWuqUrm6Q4yT7XsaHA1BJgLo7W84z+VwpD2SOAhBb25IyUFq1JWuP7FP2m+zbbECfR/LAJRlaCKl0yQM935nJc7pFT3pGdKuibn008ZITi1bHCprp8fL6AVDKDnmQ4PUyTI483HJsAGfyuM7VL0MJSaMq+2z5pkqVaChzAUqjXll5SOTal4chk/dAej+3Vtagd1EBDtTUO4resf2mfpAKqn6v9burHGxfer/LuGr2g7QmM36fnmt6veSBTFZal9ZsygTdQk1le83Owxg992XUNjQpOksAysqu78lyHPUDTSLvrinMxuRNcrsXPR+ktQViRgWdcpN9yv3EtN7kgUfKLCASqiX3dRrGeNgaeFvEO0XvAfvFtI/NKO+nii0CEZIOGst4f3qb2Q63g6fetzysyrllOkR1ZCQmh0+ApUuXtuq/1uKSSyJxUCtXrnR8/vLLLyMnJ0flANTUxFvIdu/ejfXr12PMmDEOmstU7zl+/Hg0NzfjpZdeUtcEg0G88sorGDx4cIdiypGge5TcskCsXPWtkwcrC4881S/fVKl48OXk50k/2BzGyLIiZVGeUd4PG+ZcjnnThyuhKoWh/nwJaeFhcpnE2H7dMXPiwLjqgnr8JBFGjKdcb/v4e1bhpqfeVRYFWiJkAhbj7Bet3qWsd7y/jN1jbO3WyhqHoJDPle3W+4GbvykMYubEgYpj2JfjtCDNnDhQtd3vy1Flu9k+/p592dAUObgtXhcpHMMkIyapElNHlTraKN+dm26x34e83FjCNcetrNjvKNO9ctvBuD5Zv7sKA29bjpueeleN4dpZk1QbmBhZVuzH9nlXKOHOPpo/fTjmR+cXNx99DnEc+e4mDxQQGe991QHFKCPnkrw/r5MVnh+8ZgxKi/2QnOQMt+lRmOdYW/zNuAEl6F3kV5uG7GfTv8f26+5Yl5xHXHNMhN1XHYgeNLzweT2orA6o/iWDy9yrhhsVUG6GnNv08uj9xmdLhgt5j2otTj9bkGuLShhllJzHI8uKHLLiwWvGYNfdFSqUi+8sKe7kMzbMuRwb5lyOCYN6OtaYhNcTS8iWkGNJWQLEksyljJV0pwtX7MCcJVsU0xLHVW8f1yKfVVXboL6j8iFlI+V4UXQuyfoIJYX56rfMQSor9keLA0XYuDjfGYLWu6hAyZpqcWCoFu+hj9fSGy+Jerg8xrA8v8+r+sEkQ6XiSpm7fFOlQ15y/KnUMZaaY/ngNWMc9+Qhpak5UsBo6qjIemKIG8eW95G/5XOXb6pUY8E1K/smGCV4YPVUKv4mcD6Q6OKmp941ehAlZD8l8rjz/rrXlAdPGdbDd6wOROoUjJ77smMuhxGRlbMrhqq+kWM0rLRIVRunDKMXhWFgHkT2GtkeuY5oiGO7+Vy2e/G6PXjwmjGYP324Y69mH/IQ4NYnMlROZ//ib+Ys2aL2l0R7eEdEp425HzhwIC677DKsXLkSoVAIw4cPx+bNm7F27Vp85StfUaEx9957L/Ly8nDeeeehuLgYe/fuxYoVK5Cfn49vfOMbLbrn4MGDMX78eDz++OOoqalBnz59sGrVKhw6dAg33XRTm/dFqtDjriVMln258KuiBSe4ocpCLXriGCFjIWeUx5L45i7dqrwC+kYnrf96wqe0VMmqkLqFZ+GKHThWH0RzOKZsAbHQAZ1JAoBKFJP9wT6IuHu3A4Dij5eWWROdGWGypOjWGbr79DAI3ZUo3bv+KC/8whU7ooVRvEaGFV5THYhUJ3aLndZ/o7O4sI90Cw5dnrq1jjkN9cGQQ3gDsQ116UZnMRmdg11ajUzPMM1naS2n1S6V+EgqsvI5pk1BZ/HQ597maMjDZhH6YAqD49jzGTxchAFFR1cdCCrXthwraYFmjHSsmm1sXbKInKlAkYSpz8gCJBXIRCEE0kqc7dAcPfRJHoxlPhAP9ibo75wIstr1g9eMwUef1KrQFlnEzhSSxbUGxGLC5fjLsDceAKT3S1KgAs7wJz1UhddLC64paZdymnHTVKik/JQIhsJqDfC9yasvLacS1YGga5igrqzqXkR5cCGkJZ15LkzKl6QEsrJsKmEYpFoMA9hfE8DSjREjBXn/h5UWqX6T3hTOeZOFmkn/MnSTY5CsBoScD4Fgs5KVknUuEdzCceT9TV5ZAFi57YCD9UZ682SeAeBMatXnIvdWepTX7Dzs0AVMc5ggJ7207useEq4hGUo296rhytOwfneVQ+br8433i7BpORmhZD+ain66yfGOiE6r3APAt7/9bfTs2ROvvPIK1q1bh549e+L666/HVVddpa658MIL8dprr2HJkiWoq6tDUVERLrroIlxzzTXGhNtU7gkAt9xyCxYvXoxXX30VJ06cQP/+/fHjH/8Yw4cPz/p7txY1UcFLQePGaT1z4kChNMSsk0zUk/HnZGQgy4S+6QKxss+kktLp9HTBI929gPN0rccQ6+5Nuve2VtbEKdj8m65dxq5KoSg3x8h7h6PvEFE8pdLgJqj4nS4EqAjVNjQpt7A8HLltSk7lN4zRc19WirAptMD0Oz0p1s2Nq28Set/Q0kZrjO76lDGLurVYFh2TCay6osOD4B3Pb8HIsqK4Z9DCLPMJpOKv05eaIGPP9U1Khjfwnnx/GWLGA+/ouS+ruZprClhGfPKb3ESIUDgWBmKiUJXFzGThHwAqFI0FvEw5Djr4DpyLjCnl3GB/0CIrEyDbI9FWHup0RYHtTZSMp+e/kN5Rz12QlYuB2P2W3niJI2yHspSySj8kAokTI01rTWcjMh325e/l+pZ9pCftmhhr1uw8rK6RyeK0fso2EjwQSGVV1iQB4AgR040CzK9hQqaENCIQ0tBELynzA9bsPOxgNqIsNeUG6X354DVjVDtlMSy+Bw1XsqaKDHuT9+O/GV5YVduAIr8zqTNZboqUrZKlSx7Y3PYaIDmdMsG57RVySvdgsTvYFjmXAcQpv4CZrKO2scmR6G96ZxNlqG7oq6wOYF6UEW/5pko1Rss2VjpovCU5Ao0k8nBEuSVhMmKQ7cmUB5HsENUR4AmHBXN/Gpg9ezbOP/98fOlLX4r77tChQ/D7/ejatWurG3gyoa6uDldffTWefvrpNk2oJfQ4Qj0m3iQ4htz5olo086cPd1jUTSwTie4nN0smPbolgPIz2WZZ6l5SDJpCDW566l21aefnetUClwqs3Oh0ZgB+x34qFqwMifrL1Oem6/T7m7jW3e4h+5qClxuI6V3k89z6QPZtsvcytT0WI+9MYDK9gy5ci/0+B+Uq4KQuI8qiFK5sKz0Z/D3HXRY9kXPc7f30z+R9dS9Nsvki38lkoTKNg5zPVMylsu+PlkfnvJu7dCuCzfFJ4x5EKD4Bp4LoVnDObV6xbfJv3dIt56vb/bMFfdxNXoVEbZG/Z3VhfV0AMe8TY86TrWEgvqJqsqJgLYHbHJZyUnphpHIvfysTiuX6odyUCY38rR7DL8Mh54n9gSEX+vwAqABHahAwbI4c5AUGDn/9uZJNRV/f3GM4NxPJcI4335mJylIhmibeQdI3uu07QGx+8d3cZLJpXPW9TsJNhqcDjr9MRNUhqUn1+aO3hZz/JrnCOSj74dbJg9U7sl+k98z0POmxlmGn5MdnFXJCFpCT+Raypoqcg1JWk+5TtkOXg9lY06kiHR2yxTH3mzdvxr///W/jdzfccAMee+yxlt7aIkugRZXuRlpmxvbrjjuf36JcXTKWjJYgkx1Sj4nj/Ui1xhh8gjGvS2+8RCX7UWmQ8ecyFEK2mQmrDO8p8vtcBayMhwYQZ7mU7mHASS3H9ykr9jviLedeNTyO+UX+xq3PZXywjMNl3Lrf50XXAh/W7Dys7imv5bMY/zdz4kBRUCTCSxyGk0tfxgrK99EtDfJzbi7J3kv2jeT/B+AI/ZF9zfvSYxGJ+43MrZpAENMe+ifueD4SO328PoiPPqlFZXWMmrSsuEDFFZMZCIgoBXwG4GTZkXM80fslGkv5Hd+bfazPF5nD4BbraRqHGeX9UFKYr3JE5l41XFlWgUjIFWNWF67YofIuCvNy1ZgDMYsnn0umJio5+pyQ1ngZK8waED0K8xzJ8MwfkBZfeX/eJ9txqIwJl8nhepw2gLi2cE0diyZmVweC6FGY56hgLMH5XeDLMc4PuQ44zxjet2j1LmWlTiUPgW1jHlCiPjTNK91Tyhwq3puQ8kjvRyAWgpSf63XIZeJ4fdARw0/IAmZlxX7Mmz5cxbfrdL8zJw5UHlAqfbMrhmL3PRXYPu+KuPnEA0Nhfi4evGaMksMVI0tVPhLHj0mPK7cdUDUehpUWqfoH7CNaYxm3vfueCvzvVcNRKvJZpkUVeO5Vhfm5Kn4+UXgN+4Dx5HqsfqJxTUQBObZfd9e5mgimvUTmzXgQ299Z7E6fG/r8pKzQFXu+hzT0lUZzN/qWdHG8IxDL1TLpF3zmhEE9jXlHsyuGYtfdFZhdMUTNA44Z58itkwervBPOJyDSv5SrUlbXa8nBehhZOmu6vdFi5T4RwuEwWugQsMgiFq9zcqUzyYgCHYhXzm6dPFglsixYvk3R7/lFdVrAmYAmk534XLeNS9+ouHApfGXYChNW5QJ0u7dclGQpkOAiLczPdSQ8yveZOXGggyJSboy6kpYowYbfMSmTm1xhfi4CwWY0NjU7LBPy8MBDkkwYmlHeT1loI2MWUoKW4yXjQBNZ42U8u0wi0w9Cso8BqA1v7lXDlWA2JUgBTv51AKrfZ1cMUXNL0vOFwpG/w4hV7KxtiLEykHe7OkrPSUG7eF2EA5uQc1y67IHYQZGHJdnmCYN6IscT+b/8Tiq4+tgvWh2JJd0+b4qy+JiSteQckpAbN9fS1FGl8CAWdiStWzzUSAVnwqCexpjmmRMHxs0Jfi4PKzwMyARxva0zyvspRc7tPtne9PQ+1A+oNADoxoq5y7ZiX3XAEX4hZZW+dmmMmF0xxLjWgdg64DyTc0MaPBKFYUjZsHxTJHn2jue3YNpD/zQeUEwJluwDWfiPSo1pPNxkAtssE1sJqZjpCcQy90U/XOnra9HqXQ6rsc6CxbXQIPjLdRIF9nt+tEot48WpdLKQXn0wpMaYhbfmXjVcGVJkfgHHYG9VHeZeNVyF9si+0ZVQk9xn+9xYfNzA95a5V/L+LWVrMRkoZlcMxfzpw9VBjAQYZErSx1Gfn0wiNh1YmOfWt6QLZk4cCFKfbq2sUfOra4FPKe1AZN/QD6N8JsPGKMd1g9mi1bvU4VDS0coQIV0+cf9n/zDpN9frcTAbST2B96T81ckcOhqyotxbdCzIDcSUGS83IV05m1HeT52CKTAbm0Jqw7t18uA4AUeLFzcAChcKBmmZ5sLTNz8KX+mCpRVdWkQoAMgoIWOEuShNgtyktJksEG6ndDfhJxVq3VoCODcp3fLHzyhEACgrlPQa8PnTRkX6eeqoUtV+OV5yM02kdOnt060x+vhJC7BU9uhJcbNS0VokGZnYVl809pPF0EaWFTkKnfF3EnJOUJDTpWpi0qGSC8QzG0kPktxETXND31zoDZD9wraEYVYcdZg2bh66pfdpwqCein6OFHK0+r+956iaszVRSlFWL6U3gHkeUjnVDyv6+gWc81m36rkdetoKcjw4V2MHwZixQg9h8nk9yMv1Kk+E2/rQ54Du8dAVO84lJvZNGNTTaAWX9wKgZAGxaV9N3HN0ZcPUxmSyVT5XvjNJCugJBOL3CbZx5bYDcfck5SwQz0Il28bDCeWX3vdcC1TGafkGEGfI4cGX48wD6ogoY1dujkftH6la0GuiBxW9f2hUYZtueupd3PG8c+1LQ0gqXlAJkwzQFXOTXHODaR7MKI8QOLAAldw3TIdBOT/paU62XljDY2tljeOaYaVFqu+rRf0I/tvtMMp5ZTpI6V5tCd2DqR+8dcOG7pkZPfdlVNU2OA7SNLyUFOZ3eOu9Ve5PAcgFSoVp2cZKJSS5Cd06ebBROePGMXVUqcOyIC2+UojpdH96iAuFi1x4pmQX+Zu5Vw3HuAElqG1owpqdh+OsBnTv6oqzm6LhptBLmCxvUsBIxY6xhWP7dXcNQ7l18mCHEiktUBRsFFIzyvupsaoPNhvbS8u5bmFKZNnUITdbt83PFIYjhZrJvS/B7/NzcxzWEtkHU0b0QY4H6NUtHwdqAuh/eiF231OhrEuksyMFZrHfp6gddW8K2yHDxtgvfIfeRQXKUq6H6yTrLxONKeDsF84dboQLlm9z0H/qMD1Tzj8WeVm2MZZIxmt4XVVtAw4di1jJIoeCZlU34M5oyFN1IKgoFheu2GG04ErKSMIU+qJbFwGkpDxlE+xHehb9Pq/qV1K0jiwrwu57KpTnrEBck4oHjqE8tY0x1o4hd76IAbOWY9pD/1RzSVo53ZQ8OWcpC6aNiin40oK9cMUOzJwYocaVVKc6dKVGHw836z8NKfXBkDoES0WT4/72nqOOOUglPQzEKVlhIE5ZNIXYmLwQujziPiPnL1mdOM70+O6tqgMANIXCSlbIfmDYUkNTSNE8Si81AMf9pDGDMnyZYAmSie+6USrVw66bDJCKuUkBdvNeu80DyVYmx8oU9iPHguulyJCgv3hdhFBg9NyXVRgUmew4l47UNjretyYQdBAe6B44wEllzPHXjXSmPcnUn3LsgHjDhpS3ABRjkX6QdhurjoYWJ9ROmzYNn/3sZ3HzzTen9d2pjPZKqDUlUQGxhCT+X086TJaIZ6IbNCXm6ZDJOHoSaaIQEj1pl211S0JK9h4tgXw3IL6YjWSMoHLOg4dMHjK1VbKmcIN3Y5wxtcf07qZ3lt9xA0g1SSvRfeX3iZKlTX0gk6aAmFVep3zUny0T6GQfmZJtZX/JOQ8gLjlMfxb/1hOuUlkr+ppjNVv5PeBM+NI/0xN2GQKlFwGS39NToheZIbyeGEOIW+KcPq6J1mVrEv1aCvYVmWL0pLlEa/7c2/+GYHMYXg/Qpyi+inKyJHsqHvy/hJRtZOVKNI9N76XLbI4RE331uWT6ren+bgmCfUu6GOklTfJDJzTQ5TArROuJuW7jlco76DJCT1qXNKhuybPy/lLeeuBMRqfSZqp0yjnChM4wIuvI7/NidsXQOHkg75nu/uMmhxLNy0TkAYCTdMCULO+2jlPdm3VSBX2+jBtQEpdUq9/TRHbBdUASCcBZtVvva0kZDET2UibfJntHyfaTKHm6rZGODtmpqTAtUgPdboTOSCKZAGQYiU5VScgNUFoViLH9uqOyOuDgxpegMJGCks/Q26r/zsSlzTjBmRMHOhh5JOuIPLG3RsGXbWdfsP/0an1MrvMAqjS87DOTsLwj6sZeurESPq8nGpZzUPWj/A3g5PA1Ke1y7Ng3FHDyWrf2APFCXVfWpRCn0NbnjlTCddpRE4aVFsXRnZp47ckjvWyjs0KoTjnHtvYozMOBmoBibOL3VDg4v/T+4996zK0+X6UrnJu7LIylxyrTksl/81n8jNbAsf26q9wPk0LEtUFLGBUn6QnzeT3IjZrRpBcFiKdS1cH35PvJ6/hsvZplW0D2VSDY7KANTXbQaIqebJrDzqJvVHT09cPv5HonXSEVgRFlRdhbVYeGphBWbjuA/NwcVbmZVnDT2tQh5xWVlL4lXTD+nlUOjvdkv5WQiot8HzUPquocHle3isOm+0vrOr2rYURqA+jXUukOBJtd+8DUR5zPuuLMPpJ8+7rSpx/C9WratA5LC7ektmUuml4XYEZ5jF0rPzfH2Dct5USX8jTRb+W8lP1iagvDDskCpCvNMuzHNMaJ2sCDkMzb429Iny0rOSc6PEpvsq57SHYdHhoKfDlqnbC/uAcx9y8y50IJk5KlvCwpzFeej86IVin3q1atwqpVq+I+93g8rt8RS5Ysac2jLVoItwUqBZCbsCDkZl4TCGL97irHPWWsMBe4m4IIOE/dyaCf8rk5lRX7lRBhQiZgrvqazFqWyNKvt53vRgFA5X7aqJgSS2uvB07FTBf6M8r7OTYpsqLIfqQgvvP5LSiIUiTSjSg3ApPCJd3u8lCmt0dyz7OP+bks4mJSgGV+hDwwSkXdlGgmKdKAiAtXWu4lGIM5o7yf6oMCQ4K36UBKwc0CRxxzjh0VDv0QJ5VnKs6mucONRx5u5KFUVqbVlXY+i4djvhPbnMiyLpXvOUu2GN9Dn8vTHvonNu2rgS/HA8CjXN6JFBDTOpKHn3QVmNZCHxcAjnYksjZOjVLm6Qc9AA5+cUKuByAyX0oK8+OKx/E7/l9XmvS5lQyMxZac6yaWkmSQios8+MgwB65z8oPL901mfZbzQM97kX1Hr0dRgkRjUx+ZDAtyvRHTRpU65iYQk21cl2yfpPLUDQEyZKQgStXJQ5rsP1krw82YpcviVLw3Up4yPMhUkM5NiTfd3zQH2Pb83BxFDZts/bjt5271VCjLh5UWKeOA2+Fb39MJKePYZlJAB4KhuFCoRJZ7N4Vdzrv1u6twoCagyBcy4flvS7Qq5p6sOC35z6JjIFHy1bgBJY5EKMbUAXAkn0j6QcAcqy43f/lcID5OVz5LxgTKJC2dkovPYUw1S89zE0wUI8e26IwAbKu8ZtpD/4yLnZYCs6zYj/lRGrgZ5ZEYVSodBT4nvZzeJmlVKfb7VJKp35ejrE/cjCIWkpCjDVKwzSiPj89k38gEXH3cZPyinBv8XPaNbL+0tjA/grR5i1bvciRpysOCjGVl0ifnjZ67IWNi+U6zK4aoiqpyruix03w3Qo+1B2IsNFW1DSq+WW5wAFxjMPlODU0hRTWbKFaW17+956higgAiSsjKbQcUHWG6SaqmeeAWd32kthHzpw/H+ws+r2KXk8FtHXHNtzWDxIzySIIbWYrYX1SGZD6QjE0ePfdlrNl5GBUjS1XNjUWrY3G9bvHq+jhLCyB/qxdOo9IklTK3MTHF+3P9MZY5FI6Ei+jy0QR5T1NMNfuPfSe54+Va1OU3EPEE6rKQ84CQTFZSXs+bPlyxn5jaC5j3BRNJARM9i/0+JXt1yD6UMeRAZK3Mmx47LPHe+bk5Kn9Dz82QkOvbLcnabf2bEkFlX3IPkzU/UpEHpvGS96SXe8Cs5XE5YamQMZg+53vyYCv3OubxHKltdM0/SaSLSMg5S0Yxvy/HkZ83o7yfI3fIxHxlWm9cm0AsN2FzNLGdBAWprLuOgBZb7pcuXZrJdli0A/S4Q8lIQCuetP5JS87MiQOVS0y3rOoWLsDpOjRZIPSQEj1UQYIHCr3dQKx8tW5tMFl9+L20NlEx0K12uuVXhoHong4dtOxIejm2x2RVqawOoMjvw5QRfRweBG56QCzm2i2u05Q0RyHnBjluckMH4KjWJ9skLWPS2jL+nlVxSibHhVVadXeztMxIq5zsL9k+QpY21zdo+VnXAme1SFpEyaQBxLwfMmSA92JJepNLV4ZzBILNyjOgfy89AfJvuRZ5BmH5dzcLl8mqlshSL3+j922yypmEm+evPa33JiuijNmVNQKkVwWIhXVJi648HOj9qI+zab3n5+Y4wp4mDOrpGopmKrqk9x/nKWsgcJ4wAR9wDzXUlTBank1zR19fpoONbL8eNsd76PJUlyWJwqUSzSGpEMvQGO4XJYX5rv0gvR/S66G/qykkZPTclxEIRqzRbm2nTGtoakZ1wMna1qMwD5XVAfi8HlXFfcKgnq5hr4RsowylSmVtuXmH5PplqEywOewwWOjz3RRy53Z/fl5V24jqQEQhln2cyGuV6hyRSLan6WGssi2JwqWkkcTr8SDYHFaeXX7f0a34li2nHXDLLbfg29/+tuO/5cuXt3k7OIEBc4Y8AAfjiy/KActrSwrzVbES073lpsITsZsFQl5vsvwDMYaDYr/PQYGY7NmA08qkf8/3lYwVutVIt0jJMBD93XSrBC0a9FfRaixZd6SFPAyoQjF6O/n+86YPVxbt9bur4hT7OUu2GCnzkkFaFaUVh5+7cTfrFh9pddIV7rf3HDWyZBC6J0R3zevsSiZWCpMFqjoQRIFQ0PU28l4emJmX8nNzXHmm2S43S/uM8hgF3U1PvevY6LgB8T2mCvYRk4VL7yfdepaIsYa/qYnmf8h2UgFuqVUqkXcs0zBZcXVjgrTQkinIg4j1lgeogmjITJ4oaJOoMJdpnNmWCYN6qmfSCg64U6oCTgV55sQYE47kuNfXoSxyloiSUPbDzIkDHf92s8i6tdP0uYkyVe/7ZHVBdE9oojkkPYvSs+J2bzmP5W8lI5lcg1JuSu79ZGxgQDx9p+xj1uyggkgK20QykJAyMx0mKv3dTKgYWaooYRN53KQH1uRZkf3N59KrTIpSmbvh9h7J5IebZ8vtOp2OVGfb4X7KA5c+X7g30MPD8Lpivy+ORakjosVsORbpo73YctyweN0elQRDtgBpwWD8HPntk5Xx1u9tsgAl+zwTLAOmZ0iGiblXDU9aQtp0D8lKYIp5dUsalQq3ztCi/1uyTOhl2HWYWBJmThyonuPWzmRjkQiJ+iDZ2PYozMPmfTXG0vbyOt07YLqvnJ+JWDf0sWHMZTrtN30PpD83OQcBYP704WrjlspAondO1J5U26DPQ91bB7iv6UT3bMk6bQ10xhfT/JBjJT2U+m/kOPC99fnixrgSsVLGGJRk0id5vN3mpmQtYWVNOUfY1lQ9N5mav20xniZ2LDL/JHp+sneQ81tnYjHNfenh4Z5GJGOQcmsX28I51LuoAAdq6jGstEhRdCaTV4numypSZbFKdJ0u701rRWcmk7/Jy/U62MVSgds+oLcz2XUyxGzaqEgOGA/41HXc5F6yedZeDGHp6JDWcn8KY0Z5rABRGDAWS2kUBU0Yr8gy3noSksnClYoFSIIFpxat3uVqXUrlvRJZmWhJT1SEIpE1kHHjfFe++5qdhxEKR95BL2BCi5vJiib/zWTkxqaQI+fBBNkeqbBwbMgipIM5DXc+n16RFT7TjVfYbbz4+dbKGkeitQ5ep5d2l/eV+RHkIQaSMyBJy5qp/alsonJemd41mWVJWjj5LN0zIl3jySx1qVwjrVi0uNHyKy1Wbt4y073092vpOm0NEvWdbBPDVmQ+B+PrZaiAbjE0WWJ18BmyYjY/WxatoAy4z03mKuV4oLyfes6Q9Azo/W7yYiUaBz3kxW3uJLuPqT2pWlV1RNOK4PV61G9TnU+m66Q3mvUB3GQw4KzIKxX7VN6ZoIW4R2GeY1/gHAI82HV3BZbeeImj0moqSGWNuyFVT1oyb0mquWskOpCVdmdXDE3o9TD1K8fV5Lk25dO4Xce1BETGwpSz5Sb3dPlh8uSftDz3Fumjo1nuASfPNgB1AicmDOqpXMc8pcqTOi1VyThyk8HEawu0nB84GfRTfyrWYr2tJuuP5LJPZjl3a5e0LpmskolAa5HX60EwWsBFt5hIa0VL29hSr4zJmqmPhT6X5H0lbRs9SjrnvGnuJGuDGy++fAfp7ZH3579TWQNtbeV248B2qxmRqG0tqanQXtAtuAAcjDputSbS8cwk8jZW1TYqJivOJ72fbnrqXSMXvI5UrYRu7ee/9bnv9o7JPAKm9qRrydRzP4CYvEvkVU3kseEaZV4NeehNdUJMuQ5MuDV5FxPJBzdvSzrroiOtoXTbksgrzTFy88gn8ppJFivZDs4BMi5JZqtkXqh0vFeMamARwWQ1Z9oC1nJvkTJmlEcyzycM6omaQFBVdmS89rgBJehaEGERYVyejEHk4gRSy+J3A0/CMk7TZLVoiYXI9Bvem4Kdp3+3eEy9rbJKpN529s/cqyJFUdJpr25dcrNiufUDrUVN0d2G/OXyurH9uiuGgWSKvVvfmfrGbbwWrtiBqtoGrNl5WMUj87fcGGRc6YRBPR2Jq7wvEEsyzc/NcZSCl/dZuGKH+rccT453S3IR6MkyMZ4kWgOperRSgduYJ1oTJu8O4JwDcqNLZDF1s1a15p0yCT32l+sIiFWbrI5WxTS9R6qW7WSIUJuGlVLglhvw4DVjUOT3IRAMYcHybcYqo4B7vyeaW/JZ/DdzRcjqws/d8gr47qZYZb09LbVkThjUE36fV+VycZ3p65PvOrZfd5UgDTjjvlmFmXkUkrpS3oPhUKzSSnaWuVcNx5HaRld+fjeYvC0AFJXi+t1VSe/REm9JS5DKfdzmhRsSeaVNVnj5rom8Zu8fOo7K6gAWLN8etx5ogWelY7e1msgjmo7HUebGZGossg2r3J9iYEiGTCBZvG4PlkZZIxqbQo5kMRmeY1JsTEp5SyZ/qptpogXp9lxT2WpCd+HJcI0Fy7cpCiwdgajVmDGz0oLFv9MVIITevyaKQbf78n2mjiqNKjaeuHdn6E9+rpOa04RkoTapuM6lYqULd+lGpzJP4a4nri5avUvlftCqJ/uZeQZALNZSjufidfEMQkSypDke6GRCufxOXwN6Py1csQOj576MIXe+mJRKTZ/HMhTJtOkmmt+EHuLFOSCVmGQKWkdR4t2gz0m2l4n4BFlP9PcwUUXqkGPD5y3dGFNcZLhYYX6uI8k+Uf+y8I+Jhtet3xOFhkk6QRnOwMNxQ1MIVbUN8CAWvpKIllHC1J505wbn7Jqdh1FSmK8YrNz6iNev3HbAkeDJdybzCxCjHqWs0A+vyzY6qZtlGKDb8+Uc0vuINItLb7zE0QdSIUwGNzlPZCr0Td7Hbb9kHwBI+Zly/KUxhvJWGheShdTxe3pm9TBOHiZaS72rj7U8/HE+MfGeNLSSyrm1Y5FtWOX+FIEeq6xz7hKMSdeVdzd2GtPiNCkbeuxvOsqNRKINsjWLbtyAkjiBwVhaGVPL99Of6/b8ZApTsoOQzA+Qm28yKyqtGZK/XN/4geTCW49zTPZ80+/JH0+lWv6WVhggpsy73VuP/9TfqdjvQ9cCn2ItmTbKOWfdrIKy3xLF20slxPRbIN5LIzdKecihsm9S9PUNWHLxpzJuJgWULD2SgUXfHDu68m6CfNdEc7IwP1fVj+DvdLgdKiV0qyPnLpVIyXE/c+JAx4HB1L88VPIwnogFTIfpfaWVXle2eKCLwKMMFG55KHobE7HFtAbJlD0JWuOB2CGMB3uyXE0Y1NOhVHId8TkFvohM9Ed56wFn4TO3XLFkeVo63NiETEh2/0zFeJus6m7vQzmazGPkBilvpXU9FVm7dtYkB4e9roADSHs83J7DdkgvAw1FrDJPGlqG8Hb0eHvAKvenDGTogE7nxMnKAiC6e9uNHjIZZEiIyT2XrK2ma1JRpNKxykrlZ/3uKmUVmrNkC0aURSjzCnw5RkHm14qayOdLIZTIo5HKgYRKhNx8U1HE+ByZGyE3/lQKJOnhS9woU43JZNgXiwzpwl136SZ6N1M4kHwnCnu+n5yziaz27CuTtTyV+UWYxlK3HvOQAyDukG16jvRI6GFfbIc+v00KaCgc4XTnoTsVZaUlYUBtDbdQGtMBR86RVBUovVCTfk3XAp8q3DajvJ+K6S/2+zCjvF/SA4MuX9ORs4msnqY5Kg8j+bkxWr9bJw9OSMuYjUOfnLP6/U3eZXkIcjMGsDDWym0HVPiVpDTlemCS5+yKoa60pukaliR4DxqMWFcgGRLd321up4JkFnq38LRkhdySeXpM90+n7eMGlKC02O/IfUgW0pMqEsl3WQxLj2IwET50VNiE2jZEeybUmhQytySo1tI8Mc6aiU1uiTVum0Uy5ZHWzERUnOm0VVJH6olRAOL6IhXlNtWks1TeNVm/ud3DjTosFaXcrR1SyLn1fWuekwyJ3kmWG9eTnkwJ24n6igl0fp8XJYX5Kb2L23ubPucaAdDihLBU1w//JmUjqeCAxEmjbsmLyca/LeHWH3rSv1tfJ+tPSaFLqkY+1ySDWjJemX73TP+mNb9rCZLRsibr4wGzljvonRetTp7sznu0lhhCtt9t/2gtEu3Pyfb5ZO2RcikRTXQqcz/dtuv3MMmZdOZhInmcSH9IJq8Bc0J+W8Am1FrEIR0rT2tdgLQKyphHPl8vgmQ6QSezFC1csSOOitPtXqm0lVaripGlDuvq2H7dUdvQ5EgmNrUvVSuv6bNE7ypDMtysKPKaRBbgRM9KxWptCtXSXaW6NT0bMYmJ3imRlVSGx+yrDuDO57c4LINuc56x0InehZbGhSt2qKRAk3dGj5UvzM/FrZMHx3lFEiU3ptK3+m/49+yKoQ4quGTrzM2Fn6kQgUwgFauy9FLo6yhZf8rQCmlRpgxiyI1exIdjKT2NmS5d35J11lIrfLrPSiaLTd/LEDtTfgu/X7+7ylFwTW8brftTR5Wq8QDg6rWT7we0jhgCcC8clkofpHt/HclCQ2dOTB7bn4xwwORtdXt2orYn82TPnOgkrkj3gOnWHukNNe1hpt/JfknF490RYC33bYiOSIUJpH4alvRhyeigUrUmt8RL4EZLlonCEiYrhyzelYrVN1PQKb8SUcO1hNKScCtCkq5liP2Tincm0f1aClpXEhW2klYbwN3zk4yOTUKnFtULiJmsgkA8XVxbeEU6g+U2E0jVgp6OTJPjLGWBPmaJvHb8baoFfdJ5x0zC1H/JLLoSiSgr9e/1PsrxRMKddOuoTusKpEYXnIrHNFWLdSb7Oxv7Rmut5+l4H9N5diqRA6YxkJ6z3kX+tPY6t7WdrC36fEp37mcT1nJvkRbcLIs60sn+d7MQ6VaHllgB3WLo07lXKnGIegweYE5kzJYlk/dlUg+fK9vOa1qq2JuQiDUkkWWooSmkYhITWQd1C6i8n2lc9Lhn0/1kkpVk5tFBq1Oigk2L1+1Rc/1IbWNSSyetYUzgc0tOZIIaPUJ8fiKviKn90jLs1md637h5AlJFNuKu2wLrd1fF5b5IpJJES8hxlsxIqci0mRMHKuYNEz1tS5DNMdHXOZ/BZHATTHJJ9/oQbn1kUtz139DDalo/Jpg8jaYigy0pbGiCLq/497SH/tkiUoJ0kMqcSPRcN6+0LqfTfXYqc4DWcf578bo9Ds+ZnB+peJBkUclk7ZRtMXlLW0Kf3N6wlvs2REe33JviDVONaW5PtMSi0hKrSbrPyVT8rf67TFt80rl/onegB4CxrqlYunWvhOnZbnHP+v0onFtrZUnmDUk2jrqlJxXLbkval8r9Un1WZ7PMJ4Nu5c2GJyRdS2WyuO5U29IWY2V6RrJCb25zLRNx0pmE2/pONp6pyhXKKw+A0mI/KqsDkEpWKt4GN7T1Ok2Wq5Qq0rH8J8p7SOf9k81Xeb9ERSw7kt5jLfcWaYEnVb14EOA8cZPPt70muJuFMplFJdWY+GQxkOlayvR2mdqZStyl/lw3y4vbvdJ9r3QsOxKm8t4m0ALqQawQienZbLfkGE5lLBkX2dLNL5k3JNl8062A6Xqr+I5utLHJ7udmQXVDorwNvU2ZihfPNnSvWyJPSDpr2hSba/J4muYIn+UWs6v/pqXyLpW2J4OpX1KpBWGSqekoo23hIXJb38ksz9WBIGqinotEfUhrc4EvB/uqAyjweeOKXLV0DFv6u5aCfWWq4aEj0fxKZVyTrQ/9PtIDbHpmKhSu9EgsFUxigLOf0/HudSRYy30boqNa7gnTSTfVEuluaImlIdV4/VSfkar1MhNWCtkWwMlGkijWz2QlTsVCnIrFvSUsPS1FOm1O1j/J4nJNyneyWN/Wtj+T17j9hparZFZnN6Q73tKTMm2U2TqVKQteWyET8zvV2NxkHs9U50iy+e9mZUwV2coNas9n6n3S0r4x3ZMyink8AVHvJJX3SRS/3lLvYkf2sGXCc2OC2zrhugNaPh7UeQjqPnJeMaynvePtAWu5t8ggWPhErxKXCm566l3c8fwWx4k4FbhZJ9yskOnGXLqB1wFIyYKWrO16u9xi/UxxhNKa6pYLwWeRb9jtPU2fZ8sC5BazybYnem4q75Ms7pJeAbJppPuOqVR7TccKlc5mwPcHEGd1TieuPt3xZp8C7tYpt7XRUZGJ+Z0sTjiRpTGV8dfvn8yDxutT4dnOlLeytUhV9rYU7BPWT0mljkqq91y02llxmDkTOkubG9zmQGtiuNvCs9FSuI11a9ai3Ae5L0g5acqd0ue0njcg+fm5dlnwkFZ+9vPbe452ynh7wCr3FgImNxaVpUQ0Ym6Qibc1gSAWr9uT0mbSUiXe7d6pCER5qtc363SEU7qb2Yxyd1oxJpaxPLzpsCMVXbf35OdArPBXolCOREg39EdXluVz9X5N5X1M/SWfLUNiABiVY7cEt0hfhxz/byssXhcrskUXuCxolGgO6n3sdohM5OpOVMRI3rOz0MAlSgpPFaY+M60lU3+nsk6SyQo3ZR9IfsCSIUND7nwRA2Ytx/rdVXHtzHaYR7aVUfYJQ/eGlRa1en6axsUDqCrCifKJWnr/9kYmDnluY92a95X7IPcF3m/CoJ7GEEy3cFgAcYYhttmteFxHHKtUYcNy2hB0qZSVlcHrdZ6rKioqUFERnyzYmcGQHk4wuTG11E2bSnhBS+7dmvCYdK5L516kbEwUCpHI9ZtOCFC6oUvJQn/4fBZOklVyTWEIAFoccqCHkyULpzhQE4grVia5yJMlYWUDyfo/0bxprzZ3ZGQ7HCTZ/VNZDy0dq3TkjAxdMCWktyZEpDXty/Qz3MLGMhESovdPe4bGZOrZqYZ0tjcShaKlGgaUKBRUf5bbWGci3CsTsGE5HRw///nP8etf/9rxX0dX7OXJPtVT/oPXjMHueyowf3rMKpjOSdj0nGThBaQaTNcKkSjcI1XrUypWsFQtZdKaOmFQz4TXubl+TSEFbu+YbuhSstAfPj8/N0d5g2hhXrB8Wxw9Ia93K9ZlAueHtLabaA+lVXzmxIEq4U0muBF9S7o4/t9WSNeKS3CO8/BkEUG2LW7JPF9u66FexG23FCbvgds1t04erApCVYwsNV6XjAIyXWTbG2B6hptXo7VtMfVPW7yfGzL1bLf+S9eTm20ksqyn6uGX6yXRwYjhUqaxzkS4V1vDKvcWKUEKg3QFjFxsqYbIuHHrurnb5elcVvxMFTPK+ymlr6Wu/FQUinSUDhn3l+77uIUUuIVfpHqASRb6o4cQmFgWAoaqry1RxvQDRH5ujrGf9BhXsj4tvfGSuLZtraxx/L+tIPsv3RyPbMaEdpRNPl2s312FAzUBrN9dlfTadEPNgPjxMvGmm9bDVC22N13INkk5nCgkcfu8Kdh9jzvLWaYPQi29XzpzTX+GW9hYum1JJVehPUM1MvVst/7jfOXc0it5twTp5Aulg3RDvpLpLXoIsjQKJWPd6oiwYTltiI7OlpMIqbq2MoFEzByphIWM7de9Rby0mXJNpuLKS8e92hEYEjLRBhlqZKrgmu69U3W/yn8nu386FUtb2s5kSIeZJttzIxk7UUdFstoIst+46etsN6a5akIqbEOZghsblOkdOhqS7SGtCU3LFFLZAzIRytQRZHoiyPkPpM/YJZGJOhyZQLrhtYn49tsLNizHIuNI1/reGiSy+qYSFtJSXtpMWUVSceWl4v2gVYNtW7R6Vxz3eTqWj9ZYSdzam849pedAKkstdTW7uV/1BNR05quplkNrrdfpvl8qiZNybmRzLdKLlWpVyI4CWdnSBDkmpnW/cMWOuEQ+NzDcDcg+F7Zsq5zXnSHxL5n3N9k7tEU4jGyDad1T6dXDN9JFOvI/W1bzRKCsbimZhkSicTV9t3hdjL/erdZHMpjeO93wWsBZJbmzeTGt5b4N0Zkt961BW1sp2tsqksxyr1t+ALNlWVo1ACgLqkyyTce60BoriVuftuSeiSzuvLduQU93TDOZKNha61KmPBOZbFOq6KiW+2R92trvmaTs93lRUpifsrWvo1piU0Vr+y3VewPpe39b8uzWtDdRnQ29sna6SKVdmVjjHTVRVofJkwYgo7U+WtKW1u51mUY6OqRV7tsQp6py3xEWRUeC3h+pZP0DTjYZKvXpFBXKhgLSknumMh/0sIpEoSrZFsaJ3rG9lLq2em5HVVrTZatJBNM7dtT3zjYy2a8tQab7PdNKXlseUDIVCtkZ5IQebkbDzIRBPVvEUtNR9rpMw4blWLQ7pAurI7qMW5JE19J76kg1QcuU5U/WgFsnD0ax36d+n4qwyUY4VUvumcp80MMqEoWquLm4MzXvEr1jMvd6tly52RhLN1c2rWmL16XOlJVt6GOrtyudsTeNYTr921H6JB24tTlZv6XTr8lkrCnkItOhN25hH3w+wz/ckqbl3OdnqdSecEM6v8nEGs92CC2RznslS1qeUd4PG+Zcjg1zLseD14yJGwO3e0hkc68D3FmqOhKs5b4NcSpZ7jNp4cnGiTlVvvZM3LM1kIlNmWxrZ0VHs7KmGt6RjNe8I1iFkq2JHA/QtcDX4ZLMgOy44dvi2Zl4fkvu1xZtTmU+6XKtLZNm+XzAPewjUT+1dZhQe9w3E8/Xv0t37iUKj8pUuGA6/dee+6613Fu0OzJprU/VKpCOBc3NoiP50NNFNjwUi1bvUuEpiZKIT2bIcTVZZNrKOmVCpqw5bZEsmAyJktV1RaijzbnWrIXWzp/WrsPWjr0u91K5X7LE0Uy0OdF8Kiv2G+kF22Ity+cnSxhNNLYtaWu23q+95Uc63s1014vpeimTMvHO6fRfZ9l3c9u7ARYnJ8iqkwnQLZdsMekMKeli0epdyirp9vu2tpDI+EMdmezjbCET/dXacW0LuLVRVuVNhFTneDbhNp8kq1FHiUHX51U6ayFZwnu64LOpJKd7v9aOvT73Urmf7C96lxau2JFyu9N9RiqfZxtyzqRqcW1JW9vDit4R5Icb9Lal26em63WZZEI645BO/3WGfRewYTltilMpLCcTaAlDSmtca6kkS7UHZ297uQEzsUllou3t7XJOBZ2hjScTWhMu4RYW0t7hOS1Fa9udauhYZ0dbM0x1tNC1Uw3ZHIf2kvc2LMfipEC6rsZ0XJ4m11oqyVKJXHLZctdl+r6puuHZBwtX7DDyPbckebglaM+wm1SRrTZmI/H7ZECieZVMbriFhbQ2tKEt3PVuSc+tmXus6trSqrmJ0BHmKdswtl/3Fo9Pa0M+OyISJTafDMjmOLR3GFQqsJb7NoS13DuRTU7lbLetIyLVNqdq0eD9TFz61jrVNshG4vfJjsXrWlbjoDOs+Y447on6rSO091Tii08HiRKbU0E2qnl3FljLvYVFAiQ7/XaERMmOusmbkKo1IVWLBvuAlj09oakzWKc6ElpixRzbrztyPLFKsYTtf3fMKO+HwvzctCuIZnLNJxrr1liz0x33trCcJ5I72Z6nqbxfJtrQknt0BK9FIiRKbE4FyzdVIhSO/P9UQ2fQD6zlvg1hLfdOdAZLWUdDOpRjnR0n2/u0xPp3MloM2wLtPXfaIzcn3Xa0FHrftmdfd+T10VGrO2cKJ6vlvr1lRyLYCrUdFByYsrIyeL1Op0lFRQUqKiraqWUnNzryYk0XHXkzyzROtndtS17sk2nOd0Z0lEN4W9YIaQ9k4/0ydc9ENUosOi460vzWYZX7DgpruW8fdOTFmi46cp5CS+HW5s74Li1Bqu/ZWQqtWLQvsr1u2mNdpvPMjsR6ZGVY50NHfhcbc29hIXAyxScni/XLRsGvbMOtzZ0hrjETSHXMTsZCK50dHWkdEdlm8khlXS5etwej576M0XNfzkjfpPNOHYn1yMqwzoeTZcyscm9x0qOtEuU6AlLdmDqSMD7VFdFU33/mxIEo9vtQ29CUlL5OFjNavG5Ph5+3nRXtsY6SjWVHWE8sCJhuUrMJySqH6/3R2vfvKMpdZ1qzHWHOZROdaSwIq9xbtCuSLZqOtqg6klJsQqobU0cSxh1lM20vpPr+kgVm+abKpPNQzlW3edvR1ldHRKI+ao911BFYxlI5YBT7fa4KeTrgQaEwP9f4Tnp/nCzypKPvNRJt1eftJa8601gQVrm3aFckWzQdbVF1JKU4FbgJw5NlAzwVIMcwHfo6OVfd5m1HW18dEYn6KNk6yoYy0hFkkN4n+nvOKO+HDXMux4Y5l7daxiR737bqj7ZWLDvCOHc0tJe86oxjYRNq2xA2oTYeMnkFQFwiS0dObukoSKWITLHfh8L83E7fj6fifDgZy6h3NGSL3eZkTWzW+0S+J8PBOuOc6ugFuU51nOqFLS1bTgeFVe4TwwrPliFRvyWqMtsZcSrOkY6wqZzMyCZlYTaYkDoiZPtpXe2MazQVWdqaMeI9xvbrjrf3HO20430qoiPsPZYtx6JTojO6vjoCEvVboiqznRHpzJF03egdNf7chlBlF4tW70IoDOR4kPH1kerYdfbwKPmenVmOpyJLW7MOOc6p5MwAHVcmnYrobPPaWu7bENZyb2HRdkjX0pLK9Z3dwnqqoC150TOBjtAGi+wjXct9R7AWW3QcpKND5rZRmywsOjXs5tv5IGN/E0FuuPydG6SF1c6DjouFK3agOhDEwhU7UmIhau+x7Aht6Og4GWRwuuOcqgyzsNDR6ZX7Dz74AE899RS2bduGxsZG9O7dG5MnT8a0adMAAJs3b8btt99u/O19992H8847z/XeTz/9NBYvXoy+ffviV7/6leO7YDCIJ554Aq+++ipOnDiB/v37Y8aMGRgzZkzmXs6iw8AqdZ0PqW6kHFsASa1jdrPtHGhoCjn+3xlxMiizmcSpKIPtoc+ipejUyv0777yDefPmYeDAgbj66qvh9/uxf/9+HDlyJO7aqVOn4txzz3V81qdPH9d7f/LJJ3jmmWdQUFBg/P4Xv/gF1q5di2nTpqG0tBR///vfMXfuXCxYsADDhg1r3YtZdDhYpe7kRTpjazfbzoH83BwEgs3Iz81p76YYkYrifioqs4lwKstge9CzSBedVrmvq6vD/fffjwsuuACzZs2C15s4N3jYsGEYP358yvd/9NFHMXjwYDQ3N+PYsWOO73bu3Ik1a9bguuuuwxe/+EUAwKRJk/Dd734Xf/jDH3Dfffel/0IWHRotUeqsQE6MjtI/VmE/+XDr5MEdWhFMRXE/lZVZE07ldWoPehbpotOy5bz22muorq7G17/+dXi9XtTX16O5uTnhb+rq6hAKJXfTbtmyBWvXrsUNN9xg/H7t2rXwer244oor1Gd5eXm47LLL8N577+Hw4cPpvYzFSYnOzoCRbbS0fyyDhEUydHSGoVSYNzr6O1i0HbLJ1GLl6cmJTmu537BhA7p06YIjR45gwYIF2LdvHwoKCnDppZfi+uuvR15enuP6Bx54AIFAAF6vF8OGDcN1110XF6YDAKFQCL/97W9x+eWXo3///sZnf/jhhygrK4vLVh40aBAAYPfu3ejZs2dmXrSN0FGsqCcTrOUtMVraP9myYtk1YNFWOJWt0BbpI5vzxXoFTk50WuW+srISoVAI8+fPx2WXXYb//M//xObNm/HCCy+gtrYWP/zhDwEAubm5uPjii/GpT30K3bp1w969e/Hcc89h1qxZuPfeezFwoFOxeOmll3D48GHMnz/f9dlVVVXo3r173Of8zBTzL1FXV5fSO/p8Pvh8vpSubS3sAs88OsIGnm2FNVmF4URoaf9k69Bk14CFhcWpBmuEOjnRaZX7+vp6NDQ0YMqUKfjWt74FALj44ovR1NSEl156Cddeey1KS0sxZMgQDBkyRP3uwgsvxPjx43HjjTfi8ccfx9y5c9V3x44dwxNPPIGrr74aRUVFrs9ubGw0Kt30FjQ2NiZs+3XXXZfSO15zzTX42te+ltK1yZBMybML/OREthVWPbSmLZTjbB2a7BqwsLBoDTqj989NnnbGd9GRqXfojH3RaZV7KtITJkxwfP6Zz3wGL730Et577z2UlpYaf1taWory8nK8/vrrCIVCyMmJMCosXrwYp512Gq688sqkzw4Gg3GfU6nXQ4J0PPbYYykVscqk1T6ZktcRrMwWmUe2FVb9/i19VkcQnnYNnDroCPPN4uQD99k5S7YAQKeeWyeDJzNT79AZ+6LTJtSWlJQAAIqLix2f0+J+4sSJhL8//fTT0dTUhIaGBgCRMJ8VK1Zg6tSpqKqqwsGDB3Hw4EEEg0GEQiEcPHgQx48fV88+evRo3D35WY8ePRI+u0uXLin9l0nlvrOVTrbIDLKdlCfv35pnZSP5uLWJYjbR7OSFTXa3yAZmThyIHA8QCqPTz62TQWfI1Dt0xr7otJb7c845Bxs2bMCRI0dw5plnqs+rqqoAAN26dUv4+wMHDiAvL0/x2B85cgTNzc14+OGH8fDDD8ddf/3112PatGm44YYbMGDAAGzatAl1dXUOC/yOHTsAAAMGDGj1+2Ua1ipp0ZGRDQ9Da60tndFaY5EabAiWRTZAOXEyzK2TQWfI1Dt0xr7otMr9JZdcgv/7v//DypUrMWrUKPX5yy+/jJycHIwYMQIAUFNTExc/v3v3bqxfvx5jx45V/Ph9+/Y1VrJdvHgxAoEAbrjhBlX0avz48Xjuuefw0ksvKZ77YDCIV155BYMHD+50TDkWFu2NbAjP1ipwVgE8eZFsvmUzbMeGBJ3c6IyKoMXJh06r3A8cOBCXXXYZVq5ciVAohOHDh2Pz5s1Yu3YtvvKVr6jQmHvvvRd5eXk477zzUFxcjL1792LFihXIz8/HN77xDXW/oqIiXHTRRXHPWbp0KQA4vhs8eDDGjx+Pxx9/HDU1NejTpw9WrVqFQ4cO4aabbsrym1tYWKSC1m6ydpM+dZFNr431CKWHuro6HD16NGkdGwuLzgyv14vu3bunlI+ZCjqtcg8A3/72t9GzZ0+88sorWLduHXr27Inrr78eV111lbrmwgsvxGuvvYYlS5agrq5OKfHXXHONa8JtKrjllluwePFivPrqqzhx4gT69++PH//4xxg+fHgmXs3CwgLWymnRPsim18Z6hOJhWufNzc145plnsG7dunZunYVF26G8vBxf+cpXVFRJS+EJh8PhDLXJIgnq6upw9dVX4+mnn87Y6czC4mTG+HtWYV91AGXFfqydNam9m2PRSWAPhZ0LpnX+9NNPY926dZg6dSrOPvtsxWpnYXEyIhQK4cMPP8SyZctQXl6Oq6++Ou6adHTITm25t7CwOLlhrZwWLYENfelc0Nd5XV2dUuwnTbKHeotTA/379wcALFu2DFOnTm2VEdgq9xYWFh0WNu7doiWwh8LOBX2dk1b67LPPbq8mWVi0Czjnjx49apV7CwsLCwsLwh4KOzeYPGtDcSxONXDOtzaBvNMWsbKwsLCwsLCwsLCwcMJa7i0sLCwsLE4B2ETj9sHHH3+Mhx9+GNu3b4ff78ekSZMwY8aMtKrQv/LKK3jggQeSXrds2TI8+eSTeO655/DMM884vqupqcH//d//Yf369Th8+DByc3Nx9tlnY9KkSfjsZz/r6imprKzEc889hx07dmDPnj0488wz8atf/Sruuttuuw1btmyJ+/zXv/41zjrrLPV3bW0tHnnkEbzxxhsIhUIYM2YMvvWtb6GkpMT4/E8++QQzZ85EfX09Fi9erGoXVVVVYcmSJXj33Xdx4MABdOnSBcOGDcM3vvEN9OrVy3GPrVu34oknnsCHH34Ir9eLc889F9/4xjccoV/vvvsuXnnlFezcuRMHDhxARUUF/vu//9txn9raWjzwwAPYtWsXqqurUVBQgHPOOQfXXnstBg0apK7bvHmzsXbSpz/9afzP//yP8T0zCavcW1hYWFhYnAKwicZtjxMnTuCOO+5Anz59cPvtt+PIkSN45JFH0NDQEKc4JsIFF1yA++67T/391ltv4emnn8bcuXNTis2urKzE7Nmz0dzcjKuuugrnnHMOgsEgNm3ahN///vfo1q0bysvLjb/du3cv3nrrLQwaNAjhcDhhyMiQIUPwX//1X47PzjjjDMff9957L/bu3Ytvf/vbyMvLw5/+9CfcdddduP/++40HjEceeQQFBQWor693fP7BBx/gjTfewOc+9zkMHjwYx44dw9NPP40f/OAH+OUvf6kOAf/+97/x4x//GCNHjsQPf/hDBINBPPPMM7jjjjvwq1/9Ct27dwcAvPPOO9i9ezeGDx+O48ePG98vGAwiLy8PV199Nc444wzU1dVhyZIluOOOO3D//fejrKzMcf3NN9+MM888U/3drVs3177LJKxyb2FhYWFxUsNarCOwicZtjxdffBF1dXWYPXs2unbtCiBCe7ho0SJHwc1kKCoqUsoqEFFYgUhBT/m5G372s58hFArh/vvvdzxz7NixqKioQF1dnetvx40bpxT/+++/Hx988IHrtYWFhTjvvPNcv3/vvffwzjvvYO7cuTj//PMBAGVlZfj2t7+N119/HZ/+9Kcd12/cuBEbN27EV77yFTz66KOO74YOHYpFixY5DgQ8XKxatQpf+MIXAABvvPEGAGDWrFnIz88HEGGmueGGG/Duu+8qRqbrrrsO3/zmNwEAmzZtMra/uLgYt956q+Oz0aNH42tf+xrWrl2Lr371q47v+vXrh3PPPde1P7IFG3NvYWFhYXFSQ1qsT2XMKO+HtbMmndIHnLbG22+/jVGjRinFHgAuueQShMNhvPvuu23Shq1bt2Lnzp2uh4levXopGkYTWltQSeKtt95CYWEhxowZoz4788wzMWDAALz11luOa5uamvDb3/4WX/va1xz9R5x22mlxlv7TTz8dRUVFqKqqUp+FQiH4fD7k5eWpzwoLC+Pu19L3LCgoQF5eHpqamlr0+2zAKvcWFhYWFic1Zk4ciLJiv7VYW7Q5/v3vfzvCMoCIUtq9e3dlfQciFvGpU6dmpQ2Mgx87dmxW7i+xdetWfPnLX8YXv/hFzJo1Ky4Gn/3h8Xgcn5911lnYt2+f47OlS5fC6/ViypQpKT9/3759qK6udvT5hAkTEAqF8Kc//QnHjh3DkSNH8Pvf/x6nn346Lrzwwha8ZYTNJhQKoaqqCo888gg8Ho+xJsPcuXNx1VVX4f/7//4/PProo2hoaGjR89KFDctpB9xyyy1xJ8SKigpUVFS0U4ssLCwsTh7oYTiWGvPkRaohV+mEZmUyjOvEiRNGK/Fpp52GEydOqL9zcnIyaiGXOHLkCACgZ8+eWbk/MXz4cEyaNAmlpaWoqqrCX//6V9x55524++67VahObW2ta3/IOPcjR47gz3/+M2bPnp0yJWo4HMbDDz+MkpISfOYzn1Gfl5aWYv78+Zg/f75KMu7Vqxfmz59vbEsqeOKJJ/CXv/wFQCRU56677kLv3r3V9126dMGXvvQlDBs2DHl5edi0aROee+45fPzxx5gzZ06LnpkOrHLfDvj5z3/equIEFhYWFhbusImjpw5SHet05kR7zJ+bbroJN910U5s8K1u49tprHX9fcMEF+M53voM///nPuOuuu9K616OPPorRo0dj1KhRKf/mySefxMaNGzF37lwUFBSoz/ft24e7774bY8aMwaRJk9DY2IjnnnsOd911F+69916VUJsOPv/5z6O8vBxHjx7Fyy+/jLvuugvz58/HOeecAyCSCzFwYMxTOGrUKJSUlOA3v/kNdu7c6WDWyQZsWI6FhYWFxUkFG4Zz6iDVsU5nTmRy/px22mnGZNUTJ07gtNNOa/X9UwHj7A8fPtwmzyMKCgrwqU99Crt2xXJdCgsLUVtbG3ftiRMnVFz9e++9h9dffx1XX301Tpw4gRMnTqhwlkAgEMeaAwArVqzAn//8Z3znO9+JOxA8/vjj6N69O2655RaMHj0a48aNw49//GOcOHECy5Yta9G79ejRA+eeey7GjRuH22+/Hb1798YTTzyR8DeXXHIJACRMSM4UrOXewsLCwuKkgg3DOXWQ6linMycyOX/OPPNMR2w9EAlNOXr0aFwsfrYwfPhwABEe99LS0jZ5phvOPPNMbNy4EeFw2BF3/+9//xv9+vVT/25qasL3vve9uN/fcMMNcVzxb7zxBn7961/j2muvxWWXXRb3m48//jiOwcfv96NPnz7Yv39/q9/J6/Xi7LPPxrZt21p9r0zBKvcWFhYWFhYWFlnA2LFj8cwzzzgs9f/85z/h8XgcjDHZxLBhwzBo0CD85S9/wUUXXRRXLOrw4cOora1NyJjTEtTX1+PNN99UoSoA8KlPfQpPP/00Nm7ciNGjRwOIhM18+OGH+NKXvgQg0mc/+clPHPd6++238eyzz2L27NmOA8rmzZtx3333YfLkyfiP//gPYzt69uyJXbt2OQ4UdXV1qKysxMiRI1v9nqFQCDt37nTE3JuwZs0aAGgTakyr3FtYWCREouQyyx9uYWFh4Y4pU6bghRdewIIFC/CVr3wFVVVVeOyxxzBlyhQHLeWDDz6Iv//971iyZElW2vGDH/wAt99+O77//e9j+vTpqojVli1bsHz5cnz/+993Ve7r6+vx9ttvA4gcBOrq6rB27VoAEa9AUVERtm7dir/+9a+46KKL0KtXL1RVVeG5557D0aNHMWvWLHWv8847D+effz4eeOABfPOb31RFrPr374+LL74YANC9e/e4OPiDBw8CiPDYk9f/448/xoIFC1BaWopLL70U7733nrq+qKgIffr0ARAZgwULFmDhwoUq5v75559HMBjE5Zdfrn5z6NAhvP/++wCAhoYG7N+/X73n+PHjAQAvvfQSdu7cidGjR6N79+6orq7GSy+9hH379mHmzJnqXj/72c/Qp08fDBw4ED6fD5s2bcKSJUtQXl5ulXsLC4v2R6LkMpu4aGFhYeGO0047DfPnz8dvf/tbLFiwAF26dMHll1+Or3/9647rQqFQwsqvrUVpaSl+8Ytf4Nlnn8WLL76Iw4cPw+fz4eyzz8YNN9yACy64wPW3NTU1uOeeexyf8e+f/OQnGDFiBLp3746mpiY8/vjjOH78OPLz8zFkyBB85zvfiUse/Z//+R888sgj+OUvf4nm5maMHj0a3/rWt1JmxSF27NiB2tpa1NbWOsJ0AGDSpEn4/ve/DwAoLy/Hj370I/z1r3/Fvffei9zcXJx99tn4yU9+4vACbNq0CQ888ID6+5133sE777wDACo2v2/fvnjjjTfwu9/9DidOnED37t1x7rnn4uc//zkGDBigftu3b1+sXr1aHSLOOOMMfPWrX8WXv/zltN6xpfCEw+FwmzzJAnV1dbj66qvx9NNPW7Yci04Da7m3sDg10V7r++OPP8bPf/5z3HLLLTjrrLPa7LkWFu2NRHM/HR3SWu4tLCwSIlFymU1ctLA4eWE9cxYWnROWCtPCwsLC4qTC4nV7MP6eVVi8bk97N6VTw1KKWlh0TljLvYWFhYXFSQVrcc4MrGfOwqJzwlruLSwsLCxOKliLs4WFxakMa7m3sLCwsDipYC3OFhYWpzKs5f4kQTAYxJNPPolgMNjeTbFIAXa8Og/sWHUe2LHqPEg0Vl5vRDUJhUJt3SwLA5qbm3HkyJGsUnVaRMA5zzXQUljl/iRBMBjEU089ZTe1TgI7Xp0Hdqw6D+xYdR4kGisWMPrwww/bulkWBoTDYVRVVcEyp2cfnPN6Ea90YcNyLCwsLCwsLDoMunTpgvLyclU46Oyzz067wJFF5tDc3IyDBw8iLy+v1RZlCzNCoRA+/PBDLFu2DOXl5a2uhWSV+3bALbfcErdAKioqUFFR0U4tsrCwsLCw6Dj4yle+AiBWGdSi/dDc3IxPPvkEp59+ulXus4zy8nI191sDq9y3A37+85/bCrUWFhYWFhYu8Hq9uPrqqzF16lQcPXrUxnu3I+rr63HLLbfgrrvuQkFBQXs356SE1+tF9+7dM6cbhi3aDLW1teErr7wyXFtbG37hhReydu9MI9NtzdY9s3XfbNwzW+PVWd4/W/c91ccqW/ftLG21Y9V52mr3rOzd147VyTlW6YyD9a+0E5YvX97eTUgZ2Whrtt6/M7U1G+hM79+Z2poN2H7tPOPVmd6/M7U1WzjV+9WOlR0rq9xbWFhYWFhYWFhYnCSwyr2FhYWFhYWFhYXFSQKr3FtYWFhYWFhYWFicJLBsOW2IcLQARF1dHZqbm1FXV5exe/Nembwnkem2Zuue2bpvNu6ZrfHqLO+frfue6mOVrft2lrbaseo8bbV7Vvbua8fq5BwrXhdOoZiYJ5zKVRYZwSeffILrrruuvZthYWFhYWFhYWHRCfHYY4/h9NNPT3iNVe7bEM3NzaiqqoLf74fH42nv5lhYWFhYWFhYWHQChMNhBAIBlJSUJC0mZpV7CwsLCwsLCwsLi5MENqHWwsLCwsLCwsLC4iSBVe4tLCwsLCwsLCwsThJY5d7CwsLCwsLCwsLiJIGlwmxnBAIB/PWvf8XOnTuxc+dOnDhxAjfffDM+97nPOa7bs2cPnnrqKXzwwQc4evQo8vPz0bdvX3zxi1/EuHHjHNfu3LkTq1atwqZNm3Do0CF07doVgwcPxte//nWUlZWp6zZv3ozbb7/d2K777rsP5513XuZfuBMjG2OVzrXBYBBPPPEEXn31VZw4cQL9+/fHjBkzMGbMmKy/e2dDe46VXVfpIRtjpePpp5/G4sWL0bdvX/zqV79yfGfXVXpoz/Gyays9ZGOs0hkDu7baD1a5b2ccO3YMf/7zn9GzZ08MGDAAmzdvNl53+PBhBAIBfPazn0VJSQkaGhrw+uuvY968efjOd76DK664Ql377LPPYvv27Rg/fjz69++P6upqvPDCC/je976HhQsXol+/fo57T506Feeee67jsz59+mT+ZTs5sjFW6Vz7i1/8AmvXrsW0adNQWlqKv//975g7dy4WLFiAYcOGZf39OxPae6wAu65SRTbGSuKTTz7BM888g4KCAuP3dl2lh/YeL8CurVSRzbFKZQzs2mpHhC3aFY2NjeGqqqpwOBwO79y5M3zllVeGV65cmdJvm5qawjfeeGP4W9/6luPzbdu2hRsbGx2f7du3L/yFL3whvHDhQvXZpk2bwldeeWX4n//8Zyvf4tRANsYq1Wt37NgRvvLKK8PPPvus+qyhoSF8ww03hG+99dY03+TkR3uOlV1X6SHbY/XTn/40fPvtt4dnzZoV/va3v+34zq6r9NGe42XXVnrIxlilOgZ2bbUvbMx9O8Pn86F79+4t+m1OTg5OP/101NbWOj4fMmQIfD6f47PS0lL07dsXH3/8sfFedXV1CIVCLWrHqYJsjFWq165duxZer9dhQcnLy8Nll12G9957D4cPH25Ru05WtOdYSdh1lRzZHKstW7Zg7dq1uOGGG4zf23WVPtpzvCTs2kqObMvBRGNg11b7wobldDLU19ejoaEBdXV1+Ne//oW3334bn/70p5P+LhwOo7q6Gn379o377oEHHkAgEIDX68WwYcNw3XXXxbnbLNJHOmOV7NoPP/wQZWVl6NKli+N3gwYNAgDs3r0bPXv2zN7LnOTI5FgRdl1lB6n2fygUwm9/+1tcfvnl6N+/v/Fedl1lH5kcL8KurewgHTmYbAzs2mpfWOW+k+GRRx7BSy+9BADwer246KKL8N///d9Jf7d69WocOXIE1157rfosNzcXF198MT71qU+hW7du2Lt3L5577jnMmjUL9957LwYOHJi19zgVkM5YJbu2qqrKaIHhZ0eOHMl0808pZHKs7LrKLlIdq5deegmHDx/G/PnzXe9l11X2kcnxsmsru0hlrFIdA7u22hdWue9kmDZtGsaPH4+qqir84x//QHNzM4LBYMLffPzxx/jNb36D8847D5MmTVKfDxkyBEOGDFF/X3jhhRg/fjxuvPFGPP7445g7d27W3uNUQDpjlezaxsbGuFArIOLm5PcWLUcmx8quq+wilbE6duwYnnjiCVx99dUoKipyvZddV9lHJsfLrq3sIpWxSnUM7NpqX9iY+06Gs846C6NHj8akSZMwZ84cBAIBzJs3D+Fw2Hj90aNH8b//+7/o0qULZs2ahZycnIT3Ly0tRXl5OTZt2mTjGVuJdMYq2bV5eXlGZZMCkgLTomXI5FiZYNdV5pBK/y9evBinnXYarrzyyoT3susq+8jkeJlg11bm0BLZBpjHwK6t9oVV7js5xo8fj/fffx/79u2L+662thZ33XUXamtrMXfuXPTo0SOle55++uloampCQ0NDppt7SiPRWCW7tqSkBEePHo27jp+lOrYWqaE1Y+UGu66yA73/KysrsWLFCkydOhVVVVU4ePAgDh48iGAwiFAohIMHD+L48eMA7LpqD7RmvNxg11Z2kI4c1MfArq32hQ3L6eTgKbiuri7u83nz5mHfvn2YP3++MZHWDQcOHEBeXl5CnmGL9OE2VqlcO2DAAGzatAl1dXWOBKUdO3ao7y0yh9aMlRvsusoO9P4/cuQImpub8fDDD+Phhx+Ou/7666/HtGnTcMMNN9h11Q5ozXi5wa6t7CAdOaiPgV1b7Qur3HcSVFdXo7i42PFZU1MTVq1ahby8PJx11lnq81AohHvvvRfvvfce7rjjDteqfTU1NXHxjbt378b69esxduxYeL3WsdMSpDNWqV47fvx4PPfcc3jppZfwxS9+EUCk+t8rr7yCwYMHW9aBFiIbY2XXVXaQav/37dvXWEFz8eLFCAQCuOGGG1SxHbuusodsjJddW9lBOnIw1TGwa6t9YZX7DoAXXngBtbW1Knt8/fr16t9XXnklCgsL8atf/Qp1dXUYPnw4SkpKUF1djdWrV+Pf//43vvnNb8Lv96v7Pfroo/jXv/6FcePG4fjx43j11Vcdz7v00ksBAPfeey/y8vJw3nnnobi4GHv37sWKFSuQn5+Pb3zjG2309p0LmR6rVK8dPHgwxo8fj8cffxw1NTXo06cPVq1ahUOHDuGmm25q+47oBGivsbLrKn1kcqyKiopw0UUXxT1j6dKlAOD4zq6rlqG9xsuurfSRaTmY6hjYtdW+8ISTZUpYZB3f/OY3cejQIeN3v//973HGGWdgzZo1WLlyJT766CMcP34cfr8f55xzDq688kpceOGFjt/cdttt2LJli+vzli1bBiAiPF977TXs378fdXV1KCoqwsiRI3HNNdegtLQ0cy94EiHTY5XOtY2NjVi8eDFWr16NEydOoH///pgxYwbOP//8rL1vZ0Z7jZVdV+kj02Nlwm233YZjx47hV7/6leNzu67SR3uNl11b6SPTY5XOGNi11X6wyr2FhYWFhYWFhYXFSQIboGZhYWFhYWFhYWFxksAq9xYWFhYWFhYWFhYnCaxyb2FhYWFhYWFhYXGSwCr3FhYWFhYWFhYWFicJrHJvYWFhYWFhYWFhcZLAKvcWFhYWFhYWFhYWJwmscm9hYWFhYWFhYWFxksAq9xYWFhYWFhYWFhYnCXLbuwEWFhadH1OnTk3r+l69euGRRx5R1ZRZKfFkRn19Pd599128+eab2LZtGw4dOgSv14s+ffrg4osvxvTp0x1l3hPhjjvuwMaNGwEAjz32GE4//XTH95s3b8btt9/u+vvBgwdj4cKFjs+efPJJPPXUU0mffffdd2P48OGOzxoaGvDMM8/gH//4Bw4fPoyuXbvi/PPPx4wZM9CjRw/Xe73yyiv429/+ho8//hi5ubkYPHgwrr76agwZMsT1N9u2bcNf/vIX7NixA01NTTjrrLNw5ZVXYtKkSUnbLqFX7rzuuuvwxS9+Uf3t1h8FBQXo06cPxo8fj6uuugoFBQUAkve5CZMmTcL3v/99vPLKK3jggQfU3wQ/l8jPz0dhYSFKS0sxePBgXHrppejXr19az00Gvoveno6GJUuW4Pe//736m3LFwuJUh1XuLSwsWg2TYrV9+3bs378fAwYMwIABAxzfdevWra2a1mHw2muv4Ze//CUA4KyzzsK4ceMQCASwfft2PPnkk1izZg3uvvtuFBcXJ7zPK6+8go0bN8Lj8SBZgfE+ffoYFeU+ffrEfTZgwABXBbmqqgobNmxAfn4+Bg4c6PiusbERs2fPxo4dO1BSUoILL7wQhw4dwiuvvII333wTCxcuRO/evePu+bvf/Q5Lly5FXl4exowZg2AwiA0bNuDdd9/FrFmzcNFFF8X9Zu3atbj33nsRDocxbNgwdOvWDRs3bsT999+P3bt345vf/GbC/jCB7+ymIMv5Gw6HceTIEWzbtg2LFy/GG2+8gXvuuQcFBQUoLi429t/rr7+O+vp6nH/++XFjO3To0JTaKMexqakJx44dw4cffogtW7bg2WefxcSJEzFz5kx06dIl1dc+KXDWWWepPl+1alU7t8bCouPAKvcWFhathsm6d//992P//v0oLy/H1772NdffNTQ0JLTunizIzc3F5MmTcdVVV+Gss85Sn1dVVWHu3Ln48MMP8bvf/Q4//OEPXe9RU1ODRx99FGPGjMG+ffsclmcThgwZkrLl9aKLLjIq1ADwhz/8ARs2bMBFF10U5114+umnsWPHDpx33nn43//9X/X9888/j0ceeQQPPPAA7r77bsdvNmzYgKVLl6Jr165YuHAhSktLAQDvvfcebrvtNjzwwAMYMWIETjvtNPWb48eP48EHH0RzczNuu+02XHzxxQCAo0eP4kc/+hGef/55jBs3DiNGjEjpfYlk/WOavwcOHMAPf/hD7Nq1Cy+99BKmT5+Os846y3ivLVu2oL6+Hl/+8pfTbhthGsdwOIw333wTv/3tb7F69Wp88sknmDdvHnJzT51t/fzzz8f5558PwCr3FhYSNubewsKi3dCrVy+cddZZp4RC8tnPfhbf/e53HYo9AJSUlGDmzJkAgDfeeAPBYND1Hr/73e/Q0NCgrm8LhMNhvPbaawCASy+91PFdMBjE8uXLAQD//d//7VD8p0+fjv79+2PLli344IMPHL97/vnnAQBXX321UuwB4LzzzsOUKVNQW1uLlStXOn7z8ssvo66uDhdeeKFS7AGge/fuuO666wAAzz33XCvfNjX07t0bkydPBhBR3tsDHo8H48aNw89+9jOUlJRgy5Yt+Nvf/tYubbGwsOhYOPl3VAsLiw4Lt5j7qVOnolevXnj44YfxzDPPYNWqVThy5Ah69eqFL33pS/jc5z4HANi4cSOefvppfPDBB/B6vRg3bhyuv/56Y9hPKBTCihUrsGrVKuzduxehUAhlZWX47Gc/iyuvvBI5OTlt9t46+vfvDyCiLB8/fhwlJSVx17z99tt47bXXMGPGDGNYTbawefNmfPLJJ+jevTtGjRrl+G779u2ora1Fnz594sJ1AGD8+PH46KOPsH79epxzzjkAIvH5mzZtUt+bfrNs2TKsX78eX/jCF9Tnb775putvPvWpTyEvLw8bN25EY2Mj8vLyWv7CKYIhNqFQKOvPStaOa6+9Fg899BBeeOEFTJs2LeXf7tmzB3/605+wZcsWNDc3Y8CAAfjqV7/q2n9VVVV49dVX8eabb2L//v04duwYTjvtNAwZMgRf/vKXMWjQIHVtMBjEN77xDTQ0NOCPf/yjwwtDbN++Hf/zP/+DYcOG4Z577gEQO0z+7W9/w/79+1FbW4uioiKUlZXhoosuQkVFRZo9ZGFx6sFa7i0sLDosfvrTn+L5559Hv379MGzYMBw8eBAPPPAAXnnlFaxduxZz5sxBKBTC+eefj4KCArz66qtYsGBBXCx6Q0MDfvzjH2PRokWorKzE4MGDMXr0aBw9ehS///3vcffdd6O5ubmd3hI4ePAggEjoTteuXeO+r6+vx69//WuceeaZjqTPZNi/fz/++Mc/4pe//CUef/xxvPXWW2m/5+rVqwEAEyZMiDsA7d69GwBw9tlnG39Lhf+jjz5Sn+3btw/BYBBFRUVxicBuv5F/mw4RPp8Pffv2RWNjI/bt25f0nTKB999/HwDiPDHtgUsuuQRerxf79+/HJ598ktJv3n//ffzwhz/Ev/71L5x++um44IIL0NjYiLlz5+Kf//yn8Tf/+te/8Ic//AHV1dXo378/ysvLUVJSgjfeeAM/+tGP8M4776hrfT4fPvvZz6KxsVF5fnSsWLECAHDFFVeozx577DH87Gc/wwcffID+/fvjoosuQmlpKT766CP89a9/TbVLLCxOaVjLvYWFRYfEoUOH4Pf78dvf/hZFRUUAgE2bNmH27Nn405/+hGAwiNmzZ+OCCy4AANTV1eGHP/whtm3bhs2bN2PkyJHqXo8++ig2bdqET3/60/jOd76DwsJC9Zv77rsP//rXv7BixQpMmTKl7V8UwNKlSwFEYoh9Pl/c90888QQOHTqEn/zkJ8bv3bB9+3Zs377d8Vn//v1x2223OcJh3NDY2IjXX38dQHxIDgAcPnwYAIxKuvxc5gbwN255FgUFBSgsLMSJEydQV1eHLl26oK6uDrW1tUmf9cEHH+Dw4cNxCdyZQnNzM6qqqrB69WqsXr0ahYWF+PznP5+VZ6WDLl264IwzzsD+/fuxd+9e1z4iwuEw7r//fgQCAfzHf/wHrr32WvXd8uXL8Zvf/Mb4uyFDhuCXv/xlXPLxO++8g3nz5uE3v/kNfvvb38Lj8QCIKO1LlizBihUr4izudXV1+Oc//4nTTjtNhVk1NjbihRdegN/vx4MPPuhIxA6FQnjvvfdS7xQLi1MY1nJvYWHRYXHDDTcoxR4ARo4cibPPPhtVVVUYO3asUuyBiIJjioOurq7Gyy+/jNNPPx0333yzUuz5m5tuugm5ubntFq/81ltvYeXKlcjNzcWMGTPivv/ggw+wdOlSTJo0KeWEzC5duuCLX/wiFi5ciCeffBJPPvkk5s+fj8GDB+Ojjz7CnXfeqZTlRPjXv/6F2tpa9O3b12gxr6+vBxChZzSBnwcCAfUZ/+32GwCKXpLXyt+7/Y6/qaurc71vS/DUU09h6tSpmDp1Kq666ipcd911+OMf/4hRo0a5MgG1BxiKlsq4bt68GR9//DF69+6N//iP/3B8V1FRgcGDBxt/179/fyOr0Pnnn49LLrkE+/fvx549e9TnZWVlGDFiBHbv3o2dO3c6fvPaa6+hoaEBl156qQoDqqurQzAYRJ8+feL6NScnB8OGDUv6bhYWFtZyb2Fh0UGRm5sbx6cORJIZP/zwQ4wZM8b4HRCJDSY2b96MpqYmjB071qgYdu/eHaWlpdizZw8aGhoSKp2Zxscff4yf/exnCIfDuO666+IszqFQCA899BAKCwvxX//1Xynfd+DAgXHK+KhRozB8+HDMnj0bW7duxd/+9jd85StfSXgfhuSYrPanCnQqV9JQbtiwAYsXL8b3vvc9dbDoLNi6dSuASP6CKddkwoQJ2LFjh/G3wWAQb7/9Nnbu3Iljx46pBHCGTVVWVqocEgCYMmUKNm3ahJdfftkRk8+QHB7IgUj+wOmnn44PP/wQf/jDH3DFFVd0mMOThUVnglXuLSwsOiSKi4uNigcVKVNYB9laJOMMQ0JWrFihFAo3nDhxIqFyTypKHZdffnnaVsUjR47grrvuwokTJzB9+nRjIuTSpUvx4Ycf4qabbnJ4MFqKnJwcfOlLX8LWrVvxzjvvJFTujx07hnfeeQderxcTJ040XsOxaGhoMH7PzyWLDv/t9hsg5hHgtfL3DQ0NRj53/ibTXO8mKsxgMIhFixZh5cqVyMvLwy233JLRZ7YEx44dAwBjzoYOHn579uxp/L5Xr17Gzz/66CPMmzcvIQWr9LIAkf7r3r071qxZg29+85vw+/344IMPsGvXLpx33nlxnoDvfe97uO+++/Dss8/i2WefRa9evTB8+HB8+tOfxqc+9amk72ZhYWGVewsLiw4Krzdx1GCy7wkmkJ599tkOi6IJySg56+vrjXzaI0aMSEu5P378OO68804cOnQIn/vc51yt8uvXr4fH48Hf//73uOcePXoUAHDPPffA5/Phy1/+MsaOHZv02Yy15+/d8I9//ANNTU0YOXKkaww3lUO3JE5+LpVF/ubIkSPG39TX16O2thannXaaUtS7dOmCwsJC1NbW4pNPPkHfvn1dn+WmsGYSPp8P119/PV555RW89tpruOGGG1JSqrOFuro6HDhwAED2EnzD4TB++tOf4tChQ5gyZQqmTJmCM844A36/Hx6PB48//jieeeaZuGT23NxcfO5zn8MzzzyDNWvWYPLkyXj55ZcBOK32xKhRo/Dwww9j/fr1eOedd7B582asWrUKq1atwsUXX4zbbrstK+9nYXEywSr3FhYWJzWomA4dOhTf+ta3WnWvM844A8uWLWvVPQKBAO666y58/PHHuOiii/Dd735XJSCaEA6HVRiFCQyf+OxnP5vS80+cOAEgccw7kFpIDsNVPvzwQ+P3u3btAgDHoaqsrAw+nw81NTU4cuRInAfG9Bv+vXXrVuzatStOuW9qasLevXuRl5eHsrKyhO+VKXTp0gXdunVDTU0N9u/f367K/T/+8Q+Ew2GUlZWlVBCOVKtMbtZhssz/+9//xr///W+cc845+Pa3vx33PQ8XJlxxxRV49tln8fLLL+Mzn/kM1qxZgy5duuCSSy4xXt+lSxdMnDhReYzee+89/PSnP8Xrr7+Ot956y1rwLSySwCbUWlhYnNQYOXIkvF4v1q9fj6ampnZtSzAYxPz587Fz506cf/75+OEPf5iQX//uu+/GsmXLjP/RGv7YY49h2bJlivs/Gch+Y0qQJQ4cOID33nsPeXl5joJROoYMGYLCwkLs37/fqOCvXbsWADBu3Dj1WX5+vmIyMlEumn4DQCVP83uJN998E42NjRg1alSbcNwDEWs5Q2H0qr1tierqajz55JMAIvUhUsHQoUMBROaCiRr1H//4R9xnPBSavDgnTpzAhg0bXJ/Xq1cvnH/++di5cycWL16M2tpafOYzn0k5V+G8885Th0yZsGthYWGGVe4tLCxOavTo0QOXXXYZDh06hPvuu88YjlJZWWlUGjOJUCiE++67D5s2bcKwYcNw2223pUVrmQ6WLFkSZ5UNh8N48cUXsWTJEng8noQUjq+++iqASLx0ohh2n8+nKA5/85vfqLh3IFKF9qOPPsLw4cNVASti+vTpAICnn34alZWV6vP33nsPL730EgoLC3HZZZc5fnP55ZejS5cu+Ne//qUOKEBEuX3ssccAwFH0KpsIBoP4/e9/j3A4jDPOOANnnnlmmzxXIhwO46233sIPfvADVFVVYeTIkQ6++EQYMWIEzjzzTOzfvx9PP/2047sXX3zRSDnZp08feL1ebNq0yTFmjY2N+NWvfoXjx48nfCZpZpcsWQLAHJJz6NAhvPLKK455xGew8Fkymk8LCwsblmNhYXEK4IYbbsDBgwfx+uuv45133sGAAQPQs2dPNDQ0YO/evdi/fz8uvPBCY/XTTGH58uV44403AERoCxctWmS87r/+679anTy7dOlSPProoxg4cCDOOOMMBINBfPTRRzh48CC8Xi/+3//7f3EKtwSLDqXCknP11Vdj48aN2L59O771rW9h6NChOHz4MHbs2IGioiLcfPPNcb8ZPXo0pk2bhqVLl+Kmm27C6NGj0dTUhA0bNiAcDuPmm2+Oq2jatWtX3HTTTbj33ntxzz33YMSIEejatSs2bNiA2tpaTJ8+PWWq0HSwbt06VWQMiLHlVFVVIT8/HzfffHPCsKp04JZHsn37dtx///0AIiFIx48fx65du5Tn4NJLL/3/27ufV/bjOA7gzy/LB6GlT3Mxpj4lJRS31aIlwgpRiMIoDsofQLnIwcnNRVZqxcGNIhMXXPysCVOrLX2Qwyxqh7Xv97C2b3w/2Dfb95u35+O+z+fTTs/e79cPjIyMJLxlOS0tDePj45iYmIDT6cTe3h6Kioqgqiqur6/R1NT0x2hYvV6P+vp6bGxsYGxsDBUVFZAkCW63G5FIBFarFS6X6813VldXQ5ZlPDw8QFEUzZujp6cnzM3NYX5+HoqiQJZlhEIhXFxc4PHxEYqivHuTRERRDPdEJDxJkjA1NYXd3V24XC54vV54PB7k5eXBYDCgrq4OFoslpd8QK2sAEA/5Wnp6ej4d7ltbW3F8fAyfzwe/349wOIz8/HzU1tbCZrO9GEn42tXVFW5ubqDX6zXHjb6WkZGB6enpeMPkwcEBcnNzYbVa0dvb++ZJ6/DwMEpKSrC2toaTkxPodDpUVlaiq6sLZWVlmr8xm82YmZnB8vIyLi8vEQ6HYTQa0dLSknDPwd/yer3xTbxA9LZClmU0Njaira0toWVgH4lNd3qrTEVVVaiqCiD6f+fk5MBoNMbLVbRmz3+ktLQUs7OzWFpagtvtxu3tLUwmEyYnJ5GZmam592F0dBSFhYXY3NzE2dkZsrOzUVVVhb6+Pmxtbb37vvT0dJSXl2NnZ0fz1B6IjrK12+04PT2Fz+eDx+OBJEkoKChAZ2cnGhoaUnbbRSSSHz9ft7YTEREJzm634/7+/tMN0smwuLiI1dVVDAwMoL29/X9/TkqEQiH09/cjEonA4XAkfWSpzWaDwWDAwsJCUp9L9BXx5J6IiL6tWLmLxWJJaJRosgUCgXhjsdbSNlGsr6/j+fkZzc3NSQv2R0dH8RIyIvqN4Z6IiL6t2P6A4uLifxru9/f3sb29jfPzcwSDQdTU1LxbLvUVBYNBOBwOBAIBHB4eIisrCx0dHUl7vt/v19w7QfTdsSyHiIjoH3M6nVhZWYEsyzCbzeju7k54NORXcXd3h6GhIeh0OphMJgwODqak6ZmIXmK4JyIiIiISBOfcExEREREJguGeiIiIiEgQDPdERERERIJguCciIiIiEgTDPRERERGRIBjuiYiIiIgEwXBPRERERCQIhnsiIiIiIkEw3BMRERERCeIX6YuebR70mcwAAAAASUVORK5CYII=","text/plain":["<Figure size 848.5x400 with 1 Axes>"]},"metadata":{"image/png":{"height":383,"width":759}},"output_type":"display_data"}],"source":["%matplotlib inline\n","lc_collection = select_sector.download_all()\n","lc_collection.plot(linewidth = 0, marker = '.')"]},{"cell_type":"code","execution_count":null,"metadata":{"cell_id":"b2c2089e510247bd8b13bba0925c5fb0","deepnote_cell_type":"code","deepnote_to_be_reexecuted":false,"execution_millis":145729,"execution_start":1722660648413,"source_hash":null},"outputs":[{"name":"stderr","output_type":"stream","text":["/root/venv/lib/python3.9/site-packages/lightkurve/search.py:424: LightkurveWarning: Warning: 144 files available to download. Only the first file has been downloaded. Please use `download_all()` or specify additional criteria (e.g. quarter, campaign, or sector) to limit your search.\n","  warnings.warn(\n"]},{"data":{"text/plain":["<AxesSubplot: xlabel='Time - 2457000 [BTJD days]', ylabel='Flux [$\\\\mathrm{e^{-}\\\\,s^{-1}}$]'>"]},"execution_count":47,"metadata":{},"output_type":"execute_result"},{"data":{"image/png":"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","text/plain":["<Figure size 848.5x400 with 1 Axes>"]},"metadata":{"image/png":{"height":383,"width":759}},"output_type":"display_data"}],"source":["TIC = 'TOI-700d'\n","available_data_all = lk.search_lightcurve(TIC)\n","available_data_all\n","sector_data = lk.search_lightcurve(TIC)\n","lc = sector_data.download()\n","lc.plot(linewidth = 0, marker = '.', color = 'midnightblue', alpha = 0.5)"]},{"cell_type":"markdown","metadata":{"cell_id":"27dc279309474e029503eb76a5a95cc6","deepnote_cell_type":"text-cell-h2","formattedRanges":[]},"source":["## Normalise the data (from multiple sectors) to fluctuate ~ 1"]},{"cell_type":"markdown","metadata":{"created_in_deepnote_cell":true,"deepnote_cell_type":"markdown"},"source":["<a style='text-decoration:none;line-height:16px;display:flex;color:#5B5B62;padding:10px;justify-content:end;' href='https://deepnote.com?utm_source=created-in-deepnote-cell&projectId=61632edc-a6fe-4211-98b5-be5875cc6dfd' target=\"_blank\">\n","<img alt='Created in deepnote.com' style='display:inline;max-height:16px;margin:0px;margin-right:7.5px;' src='data:image/svg+xml;base64,PD94bWwgdmVyc2lvbj0iMS4wIiBlbmNvZGluZz0iVVRGLTgiPz4KPHN2ZyB3aWR0aD0iODBweCIgaGVpZ2h0PSI4MHB4IiB2aWV3Qm94PSIwIDAgODAgODAiIHZlcnNpb249IjEuMSIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIiB4bWxuczp4bGluaz0iaHR0cDovL3d3dy53My5vcmcvMTk5OS94bGluayI+CiAgICA8IS0tIEdlbmVyYXRvcjogU2tldGNoIDU0LjEgKDc2NDkwKSAtIGh0dHBzOi8vc2tldGNoYXBwLmNvbSAtLT4KICAgIDx0aXRsZT5Hcm91cCAzPC90aXRsZT4KICAgIDxkZXNjPkNyZWF0ZWQgd2l0aCBTa2V0Y2guPC9kZXNjPgogICAgPGcgaWQ9IkxhbmRpbmciIHN0cm9rZT0ibm9uZSIgc3Ryb2tlLXdpZHRoPSIxIiBmaWxsPSJub25lIiBmaWxsLXJ1bGU9ImV2ZW5vZGQiPgogICAgICAgIDxnIGlkPSJBcnRib2FyZCIgdHJhbnNmb3JtPSJ0cmFuc2xhdGUoLTEyMzUuMDAwMDAwLCAtNzkuMDAwMDAwKSI+CiAgICAgICAgICAgIDxnIGlkPSJHcm91cC0zIiB0cmFuc2Zvcm09InRyYW5zbGF0ZSgxMjM1LjAwMDAwMCwgNzkuMDAwMDAwKSI+CiAgICAgICAgICAgICAgICA8cG9seWdvbiBpZD0iUGF0aC0yMCIgZmlsbD0iIzAyNjVCNCIgcG9pbnRzPSIyLjM3NjIzNzYyIDgwIDM4LjA0NzY2NjcgODAgNTcuODIxNzgyMiA3My44MDU3NTkyIDU3LjgyMTc4MjIgMzIuNzU5MjczOSAzOS4xNDAyMjc4IDMxLjY4MzE2ODMiPjwvcG9seWdvbj4KICAgICAgICAgICAgICAgIDxwYXRoIGQ9Ik0zNS4wMDc3MTgsODAgQzQyLjkwNjIwMDcsNzYuNDU0OTM1OCA0Ny41NjQ5MTY3LDcxLjU0MjI2NzEgNDguOTgzODY2LDY1LjI2MTk5MzkgQzUxLjExMjI4OTksNTUuODQxNTg0MiA0MS42NzcxNzk1LDQ5LjIxMjIyODQgMjUuNjIzOTg0Niw0OS4yMTIyMjg0IEMyNS40ODQ5Mjg5LDQ5LjEyNjg0NDggMjkuODI2MTI5Niw0My4yODM4MjQ4IDM4LjY0NzU4NjksMzEuNjgzMTY4MyBMNzIuODcxMjg3MSwzMi41NTQ0MjUgTDY1LjI4MDk3Myw2Ny42NzYzNDIxIEw1MS4xMTIyODk5LDc3LjM3NjE0NCBMMzUuMDA3NzE4LDgwIFoiIGlkPSJQYXRoLTIyIiBmaWxsPSIjMDAyODY4Ij48L3BhdGg+CiAgICAgICAgICAgICAgICA8cGF0aCBkPSJNMCwzNy43MzA0NDA1IEwyNy4xMTQ1MzcsMC4yNTcxMTE0MzYgQzYyLjM3MTUxMjMsLTEuOTkwNzE3MDEgODAsMTAuNTAwMzkyNyA4MCwzNy43MzA0NDA1IEM4MCw2NC45NjA0ODgyIDY0Ljc3NjUwMzgsNzkuMDUwMzQxNCAzNC4zMjk1MTEzLDgwIEM0Ny4wNTUzNDg5LDc3LjU2NzA4MDggNTMuNDE4MjY3Nyw3MC4zMTM2MTAzIDUzLjQxODI2NzcsNTguMjM5NTg4NSBDNTMuNDE4MjY3Nyw0MC4xMjg1NTU3IDM2LjMwMzk1NDQsMzcuNzMwNDQwNSAyNS4yMjc0MTcsMzcuNzMwNDQwNSBDMTcuODQzMDU4NiwzNy43MzA0NDA1IDkuNDMzOTE5NjYsMzcuNzMwNDQwNSAwLDM3LjczMDQ0MDUgWiIgaWQ9IlBhdGgtMTkiIGZpbGw9IiMzNzkzRUYiPjwvcGF0aD4KICAgICAgICAgICAgPC9nPgogICAgICAgIDwvZz4KICAgIDwvZz4KPC9zdmc+' > </img>\n","Created in <span style='font-weight:600;margin-left:4px;'>Deepnote</span></a>"]}],"metadata":{"deepnote_execution_queue":[],"deepnote_notebook_id":"98c62aac207d434e8327bc29b8853747","kernelspec":{"display_name":".venv","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":"3.12.4"}},"nbformat":4,"nbformat_minor":0}
diff --git a/app.py b/app.py
index ed935da8..8afe7502 100644
--- a/app.py
+++ b/app.py
@@ -1,161 +1,173 @@
-from flask import Flask, jsonify, request
-from supabase import create_client, Client
-import matplotlib.pyplot as plt
-from io import BytesIO
-import pandas as pd
-import requests
 import os
+from flask import Flask, jsonify
+from supabase import create_client, Client
+from pathlib import Path
+from flask_cors import CORS
 
 app = Flask(__name__)
+CORS(app, resources={r"/*": {"origins": "http://localhost:3000"}})
 
-# Supabase credentials
-SUPABASE_URL = 'https://hlufptwhzkpkkjztimzo.supabase.co'
-SUPABASE_KEY = 'eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJzdXBhYmFzZSIsInJlZiI6ImhsdWZwdHdoemtwa2tqenRpbXpvIiwicm9sZSI6ImFub24iLCJpYXQiOjE3MTYyOTk3NTUsImV4cCI6MjAzMTg3NTc1NX0.v_NDVWjIU_lJQSPbJ_Y6GkW3axrQWKXfXVsBEAbFv_I'
-SUPABASE_STORAGE_URL = 'https://hlufptwhzkpkkjztimzo.supabase.co/storage/v1'
+SUPABASE_URL = 'http://127.0.0.1:54321'
+SUPABASE_KEY = "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJzdXBhYmFzZS1kZW1vIiwicm9sZSI6ImFub24iLCJleHAiOjE5ODM4MTI5OTZ9.CRXP1A7WOeoJeXxjNni43kdQwgnWNReilDMblYTn_I0"
+supabase_client = create_client(SUPABASE_URL, SUPABASE_KEY)
 
-supabase: Client = create_client(SUPABASE_URL, SUPABASE_KEY)
+def init_supabase_client():
+    url = "http://127.0.0.1:54321"
+    key = "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJzdXBhYmFzZS1kZW1vIiwicm9sZSI6ImFub24iLCJleHAiOjE5ODM4MTI5OTZ9.CRXP1A7WOeoJeXxjNni43kdQwgnWNReilDMblYTn_I0"
+    return create_client(url, key)
 
+supabase_client = init_supabase_client()
 
 @app.route('/')
-def index():
-    try:
-        # Fetch anomalies of type "planet"
-        response = supabase.from_("anomalies").select("*").eq("anomalytype", "planet").execute()
-        if response['status'] == 200:
-            anomalies = response['data']
-            for anomaly in anomalies:
-                anomaly_id = anomaly['id']
-                tic_id = anomaly['configuration']['ticId']
-                create_lightkurve_graph(anomaly_id, tic_id)
-            return 'Lightkurve graphs created and uploaded successfully.'
-        else:
-            return 'Failed to fetch anomalies from Supabase.'
-    except Exception as e:
-        return f'Error: {str(e)}'
+def hello_world():
+    return 'Hello, World! Yay'
+
+def upload_file_to_supabase(bucket_name: str, file_path: str, destination_path: str):
+    with open(file_path, "rb") as file:
+        try:
+            response = supabase_client.storage.from_(bucket_name).upload(destination_path, file)
+            print(f"Uploaded {file_path} -> {destination_path}")
+            return True
+        except Exception as e:
+            print(f"Failed to upload {file_path} -> {destination_path}: {e}")
+            return False
 
-@app.route('/upload-lightcurve', methods=['POST'])
-def upload_lightcurve():
-    try:
-        data = request.get_json()
-        tic_id = data.get('ticId')
-        anomaly_id = data.get('anomalyId')
+def upload_directory_to_supabase(bucket_name: str, local_directory: str):
+    for root, dirs, files in os.walk(local_directory):
+        for file_name in files:
+            if file_name.startswith('.'):
+                continue
+
+            file_path = os.path.join(root, file_name)
+            relative_path = os.path.relpath(file_path, local_directory)
+            destination_path = Path(relative_path).as_posix()
 
-        if not tic_id or not anomaly_id:
-            return jsonify({'message': 'TIC Id and anomaly Id are required'}), 400
+            success = upload_file_to_supabase(bucket_name, file_path, destination_path)
+            if not success:
+                return False
+    return True
 
-        # Generate lightcurve graph and upload to Supabase
-        success = generate_and_upload_lightcurve(tic_id, anomaly_id)
+@app.route('/upload-directory', methods=['GET'])
+def upload_directory():
+    try:
+        bucket_name = "zoodex"
+        local_directory = "zoodex" 
+        
+        upload_success = upload_directory_to_supabase(bucket_name, local_directory)
         
-        if success:
-            return jsonify({'message': f'Lightcurve uploaded successfully for Anomaly ID: {anomaly_id}'}), 200
+        if upload_success:
+            return jsonify({"message": "Directory uploaded successfully!"}), 200
         else:
-            return jsonify({'message': 'Failed to generate or upload lightcurve image'}), 500
+            return jsonify({"message": "Failed to upload directory."}), 500
     except Exception as e:
-        return jsonify({'message': str(e)}), 500
+        return jsonify({"message": str(e)}), 500
 
-def generate_and_upload_lightcurve(tic_id, anomaly_id):
+@app.route('/anomalies', methods=['GET'])
+def get_anomalies():
     try:
-        # Generate lightcurve graph
-        img_bytes = generate_lightcurve_graph(tic_id)
-        if img_bytes:
-            # Upload image to Supabase storage
-            upload_image_to_supabase(tic_id, anomaly_id, img_bytes)
-            return True
+        print("Attempting to fetch anomalies...")
+        response = supabase_client.from_('anomalies').select('*').execute()
+        
+        
+        if response.data:
+            print(f"Supabase response: {response.data}") 
+            return jsonify(response.data), 200
         else:
-            return False
+            print(f"No data found. Error: {response.error_message if response.error_message else 'Unknown error'}")
+            return jsonify({"error": response.error_message or "No anomalies found"}), 404
+
     except Exception as e:
-        print(f'Error: {str(e)}')
-        return False
+        print(f"An error occurred: {str(e)}") 
+        return jsonify({"error": str(e)}), 500
 
-def generate_lightcurve_graph(tic_id):
+def list_files_in_bucket(bucket_name: str):
     try:
-        # Retrieve lightcurve data using lightkurve
-        lc = lk.search_lightcurvefile(tic_id).download().PDCSAP_FLUX
-        # Fold the lightcurve
-        folded_lc = lc.fold(period=lc.period)
+        response = supabase_client.storage.from_(bucket_name).list()
         
-        # Plot the folded lightcurve
-        plt.figure(figsize=(10, 6))
-        folded_lc.scatter(color='lightblue', alpha=0.6)
-        plt.title(f'Folded Lightcurve for TIC ID: {tic_id}')
-        plt.xlabel('Phase')
-        plt.ylabel('Flux')
-        plt.grid(True)
+    
+        file_tree = {}
         
-        # Save plot to BytesIO object
-        img_bytes = BytesIO()
-        plt.savefig(img_bytes, format='png')
-        img_bytes.seek(0)
-        plt.close()
+        for item in response.data:
+            path_parts = item.name.split('/')
+            current_level = file_tree
+            
+           
+            for part in path_parts:
+                if part not in current_level:
+                    current_level[part] = {}
+                current_level = current_level[part]
         
-        return img_bytes
+        return file_tree
+    
     except Exception as e:
-        print(f'Error generating lightcurve graph: {str(e)}')
-        return None
-
-def upload_image_to_supabase(tic_id, anomaly_id, img_bytes):
+        print(f"Error fetching files from bucket: {str(e)}")
+        return {}
+    
+# @app.route('/buckets', methods=['GET'])
+def list_files_in_bucket_zoodex():
     try:
-        # Upload image to Supabase storage under "anomalies" folder with anomaly_id
-        upload_url = f'{SUPABASE_STORAGE_URL}/object/public/anomalies/{anomaly_id}/{tic_id}_phase.png'
-        headers = {
-            'apikey': SUPABASE_KEY,
-            'Content-Type': 'image/png'
-        }
-        response = requests.post(upload_url, headers=headers, data=img_bytes)
-        if response.status_code == 201:
-            print(f'Image uploaded successfully for TIC ID: {tic_id} under Anomaly ID: {anomaly_id}')
-            return True
-        else:
-            print(f'Failed to upload image for TIC ID: {tic_id} under Anomaly ID: {anomaly_id}')
-            return False
+    
+        response = supabase_client.storage.from_("zoodex").list()
+        
+    
+        file_tree = {}
+        
+    
+        if isinstance(response, list):
+            for item in response:
+            
+                path_parts = item['name'].split('/')
+                current_level = file_tree
+                
+               
+                for part in path_parts:
+                    if part not in current_level:
+                        current_level[part] = {}
+                    current_level = current_level[part]
+                    
+            
+                current_level['__file__'] = item['name'] 
+                
+    
+        def clean_tree(tree):
+            for key, value in list(tree.items()):
+                if '__file__' in value:
+                    
+                    value['__file__'] = value['__file__']
+                else:
+                    
+                    clean_tree(value)
+                    
+                    if not value:
+                        del tree[key]
+
+        clean_tree(file_tree)  
+        
+        return jsonify(file_tree)  
+    
     except Exception as e:
-        print(f'Error uploading image to Supabase: {str(e)}')
-        return False
-
-
-def create_lightkurve_graph(anomaly_id, tic_id):
+        print(f"Error fetching files from bucket: {str(e)}")
+        return jsonify({"error": str(e)}), 500
+    
+@app.route('/buckets', methods=['GET'])
+def list_files_in_burrowing_owl_folder():
     try:
-        # Example URL for lightkurve data (replace with your data retrieval method)
-        lightkurve_url = f"https://example.com/lightkurve/{tic_id}"
-        response = requests.get(lightkurve_url)
-        if response.status_code == 200:
-            data = pd.read_csv(BytesIO(response.content))
-            # Example phase-folded plot (replace with your actual plot generation logic)
-            plt.figure(figsize=(8, 6))
-            plt.scatter(data['phase'], data['flux'], color='lightblue', alpha=0.6)
-            plt.xlabel('Phase')
-            plt.ylabel('Flux')
-            plt.title(f'Phase-folded lightkurve for TIC ID: {tic_id}')
-            plt.grid(True)
-            # Save plot to a BytesIO object
-            img_bytes = BytesIO()
-            plt.savefig(img_bytes, format='png')
-            img_bytes.seek(0)
-            # Upload image to Supabase storage
-            upload_image_to_supabase(anomaly_id, img_bytes)
-            plt.close()
-        else:
-            print(f'Failed to fetch lightkurve data for TIC ID: {tic_id}')
+        response = supabase_client.storage.from_("zoodex").list("zoodex-burrowingOwl/")
+        files_list = [item['name'] for item in response if not item['name'].endswith('/')]
+        return jsonify(files_list)
     except Exception as e:
-        print(f'Error creating lightkurve graph: {str(e)}')
+        print(f"Error fetching files from bucket: {str(e)}")
+        return jsonify({"error": str(e)}), 500
 
 
-def upload_image_to_supabase(anomaly_id, img_bytes):
+@app.route('/list-files/<string:bucket_name>', methods=['GET'])
+def list_files(bucket_name):
     try:
-        # Upload image to Supabase storage under "anomalies" folder with anomaly_id
-        upload_url = f'{SUPABASE_STORAGE_URL}/object/public/anomalies/{anomaly_id}/phase.png'
-        headers = {
-            'apikey': SUPABASE_KEY,
-            'Content-Type': 'image/png'
-        }
-        response = requests.post(upload_url, headers=headers, data=img_bytes)
-        if response.status_code == 201:
-            print(f'Image uploaded successfully for anomaly ID: {anomaly_id}')
-        else:
-            print(f'Failed to upload image for anomaly ID: {anomaly_id}')
+        file_tree = list_files_in_bucket(bucket_name)
+        return jsonify(file_tree), 200
     except Exception as e:
-        print(f'Error uploading image to Supabase: {str(e)}')
-
+        return jsonify({"error": str(e)}), 500
 
-if __name__ == '__main__':
-    app.run(debug=True)
+if __name__ == "__main__":
+    print("Supabase client initialized at startup")
+    app.run(host='0.0.0.0', port=5001, debug=True)
\ No newline at end of file
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diff --git a/buckets/upload.py b/buckets/upload.py
index 81cebd97..b1f93196 100644
--- a/buckets/upload.py
+++ b/buckets/upload.py
@@ -32,9 +32,9 @@ def upload_directory_to_supabase(supabase: Client, bucket_name: str, local_direc
 def main():
     supabase = init_supabase_client()
     bucket_name = "zoodex"
-    local_directory = "zoodex" 
+    local_directory = "clouds" 
     
     upload_directory_to_supabase(supabase, bucket_name, local_directory)
 
 if __name__ == "__main__":
-    main()
\ No newline at end of file
+    main()
diff --git a/buckets/zoodex/zoodex-nestQuestGo/78344243-1.jpeg b/buckets/zoodex/zoodex-nestQuestGo/78344243/1.jpeg
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diff --git a/buckets/zoodex/zoodex-southCoastFaunaRecovery/69752499-1.jpeg b/buckets/zoodex/zoodex-southCoastFaunaRecovery/69752499/1.jpeg
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diff --git a/buckets/zoodex/zoodex-southCoastFaunaRecovery/69776413-5.jpeg b/buckets/zoodex/zoodex-southCoastFaunaRecovery/69776413/5.jpeg
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diff --git a/buckets/zoodex/zoodex-southCoastFaunaRecovery/80753055-1.jpeg b/buckets/zoodex/zoodex-southCoastFaunaRecovery/80753055/1.jpeg
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diff --git a/buckets/zoodex/zoodex-southCoastFaunaRecovery/95815069-1.jpeg b/buckets/zoodex/zoodex-southCoastFaunaRecovery/95815069/1.jpeg
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diff --git a/buckets/zoodex/zoodex-southCoastFaunaRecovery/95815069-2.jpeg b/buckets/zoodex/zoodex-southCoastFaunaRecovery/95815069/2.jpeg
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diff --git a/compose.yml b/compose.yml
deleted file mode 100644
index 5b96a2e9..00000000
--- a/compose.yml
+++ /dev/null
@@ -1,29 +0,0 @@
-services:
-  flaskapp:
-    container_name: flaskapp
-    image: flaskapp:1.0.0
-    build:
-      context: ./galaxy
-      dockerfile: flask.dockerfile
-    ports:
-      - 4000:4000
-    environment:
-      - SQLALCHEMY_DATABASE_URI=postgresql://postgres:postgres@db:5432/postgres
-      - DATABASE_URL=postgresql://postgres:postgres@db:5432/postgres
-    depends_on:
-      - db
-
-  db:
-    container_name: starsailors_db
-    image: postgres:13
-    environment:
-      POSTGRES_USER: postgres
-      POSTGRES_PASSWORD: postgres
-      POSTGRES_DB: postgres
-    ports:
-      - 5432:5432
-    volumes:
-      - pgdata:/var/ib/postgresql/data
-
-volumes:
-  pgdata: {}
\ No newline at end of file
diff --git a/data/Automating sectors copy.ipynb b/data/Automating sectors copy.ipynb
deleted file mode 100644
index 2ddaa68f..00000000
--- a/data/Automating sectors copy.ipynb	
+++ /dev/null
@@ -1 +0,0 @@
-{"cells":[{"cell_type":"code","metadata":{"source_hash":null,"execution_start":1722659117997,"execution_millis":19210,"is_output_hidden":true,"deepnote_to_be_reexecuted":false,"deepnote_app_is_output_hidden":true,"cell_id":"d6f61ae7402f4f75a12623b97c56b52d","deepnote_cell_type":"code"},"source":"%matplotlib inline\n!pip install lightkurve","block_group":"d6f61ae7402f4f75a12623b97c56b52d","execution_count":null,"outputs":[{"name":"stdout","text":"Collecting lightkurve\n  Downloading lightkurve-2.4.2-py3-none-any.whl (265 kB)\n\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m265.9/265.9 kB\u001b[0m \u001b[31m29.5 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n\u001b[?25hRequirement already satisfied: matplotlib>=3.1 in /shared-libs/python3.9/py/lib/python3.9/site-packages (from lightkurve) (3.6.0)\nCollecting astroquery>=0.3.10\n  Downloading astroquery-0.4.7-py3-none-any.whl (5.3 MB)\n\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m5.3/5.3 MB\u001b[0m \u001b[31m88.7 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n\u001b[?25hCollecting uncertainties>=3.1.4\n  Downloading uncertainties-3.2.2-py3-none-any.whl (58 kB)\n\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m58.3/58.3 kB\u001b[0m \u001b[31m15.8 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n\u001b[?25hCollecting patsy>=0.5.0\n  Downloading patsy-0.5.6-py2.py3-none-any.whl (233 kB)\n\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m233.9/233.9 kB\u001b[0m \u001b[31m44.9 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n\u001b[?25hRequirement already satisfied: requests>=2.22.0 in /shared-libs/python3.9/py/lib/python3.9/site-packages (from lightkurve) (2.28.1)\nRequirement already satisfied: urllib3>=1.23 in /shared-libs/python3.9/py/lib/python3.9/site-packages (from lightkurve) (1.26.12)\nRequirement already satisfied: scikit-learn>=0.24.0 in /shared-libs/python3.9/py/lib/python3.9/site-packages (from lightkurve) (1.1.2)\nCollecting astropy>=5.0\n  Downloading astropy-6.0.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (10.1 MB)\n\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m10.1/10.1 MB\u001b[0m \u001b[31m79.9 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n\u001b[?25hCollecting oktopus>=0.1.2\n  Downloading oktopus-0.1.2.tar.gz (10 kB)\n  Preparing metadata (setup.py) ... \u001b[?25ldone\n\u001b[?25hRequirement already satisfied: pandas>=1.1.4 in /shared-libs/python3.9/py/lib/python3.9/site-packages (from lightkurve) (2.1.4)\nRequirement already satisfied: beautifulsoup4>=4.6.0 in /shared-libs/python3.9/py-core/lib/python3.9/site-packages (from lightkurve) (4.11.1)\nRequirement already satisfied: tqdm>=4.25.0 in /shared-libs/python3.9/py/lib/python3.9/site-packages (from lightkurve) (4.64.1)\nCollecting fbpca>=1.0\n  Downloading fbpca-1.0.tar.gz (11 kB)\n  Preparing metadata (setup.py) ... \u001b[?25ldone\n\u001b[?25hCollecting bokeh>=2.0.0\n  Downloading bokeh-3.4.3-py3-none-any.whl (7.0 MB)\n\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m7.0/7.0 MB\u001b[0m \u001b[31m75.3 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n\u001b[?25hCollecting memoization>=0.3.1\n  Downloading memoization-0.4.0.tar.gz (41 kB)\n\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m41.2/41.2 kB\u001b[0m \u001b[31m11.0 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n\u001b[?25h  Preparing metadata (setup.py) ... \u001b[?25ldone\n\u001b[?25hRequirement already satisfied: scipy>=1.7 in /shared-libs/python3.9/py/lib/python3.9/site-packages (from lightkurve) (1.9.3)\nRequirement already satisfied: numpy>=1.18 in /shared-libs/python3.9/py/lib/python3.9/site-packages (from lightkurve) (1.23.4)\nCollecting PyYAML>=3.13\n  Downloading 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lightkurve\n  Attempting uninstall: contourpy\n    Found existing installation: contourpy 1.0.5\n    Not uninstalling contourpy at /shared-libs/python3.9/py/lib/python3.9/site-packages, outside environment /root/venv\n    Can't uninstall 'contourpy'. No files were found to uninstall.\nSuccessfully installed PyYAML-6.0.1 SecretStorage-3.3.3 astropy-6.0.1 astropy-iers-data-0.2024.7.29.0.32.7 astroquery-0.4.7 autograd-1.6.2 backports.tarfile-1.2.0 bokeh-3.4.3 contourpy-1.2.1 fbpca-1.0 html5lib-1.1 jaraco.classes-3.4.0 jaraco.context-5.3.0 jaraco.functools-4.0.2 jeepney-0.8.0 keyring-25.3.0 lightkurve-2.4.2 memoization-0.4.0 more-itertools-10.3.0 oktopus-0.1.2 patsy-0.5.6 pyerfa-2.0.1.4 pyvo-1.5.2 uncertainties-3.2.2 xyzservices-2024.6.0\n\n\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip is available: \u001b[0m\u001b[31;49m23.0.1\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m24.2\u001b[0m\n\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpip install --upgrade pip\u001b[0m\n","output_type":"stream"}],"outputs_reference":"s3:deepnote-cell-outputs-production/700708f4-f770-4c6f-98d5-0e62cdf7852c","content_dependencies":null},{"cell_type":"code","metadata":{"source_hash":null,"execution_start":1722659137221,"execution_millis":1559,"deepnote_to_be_reexecuted":false,"cell_id":"ed542f91af504a5ea98a4a8e0944a87e","deepnote_cell_type":"code"},"source":"import lightkurve as lk\nimport matplotlib.pyplot as plt","block_group":"8594cc9111a0455b8ced711ff2075636","execution_count":null,"outputs":[],"outputs_reference":null,"content_dependencies":null},{"cell_type":"code","metadata":{"source_hash":null,"execution_start":1722659138796,"execution_millis":203,"deepnote_to_be_reexecuted":false,"cell_id":"761d849c2fe54eaba5823561cd1c30ad","deepnote_cell_type":"code"},"source":"%matplotlib inline","block_group":"4ba2b1628b544ca7a211d12ba5e8bd2e","execution_count":null,"outputs":[],"outputs_reference":null,"content_dependencies":null},{"cell_type":"markdown","metadata":{"formattedRanges":[],"cell_id":"c442c069edba417487871c6be5866acb","deepnote_cell_type":"text-cell-h1"},"source":"# Kepler-22","block_group":"0f226e730ac041c89a14e02c5e9b496a"},{"cell_type":"code","metadata":{"source_hash":null,"execution_start":1722659138797,"execution_millis":34027,"deepnote_to_be_reexecuted":false,"cell_id":"f246ce495ee9415eaca35a8a7ec325e4","deepnote_cell_type":"code"},"source":"TIC = 'KIC 10593626'\nsector_data = lk.search_lightcurve(TIC, author = 'SPOC', sector = 74)\nlc = sector_data.download()\nlc.plot(linewidth = 0, marker = '.', color = 'midnightblue', alpha = 0.5)","block_group":"7069498bb7864eeb9b3aefd21c1722fe","execution_count":null,"outputs":[{"output_type":"execute_result","execution_count":4,"data":{"text/plain":"<AxesSubplot: xlabel='Time - 2457000 [BTJD days]', ylabel='Flux [$\\\\mathrm{e^{-}\\\\,s^{-1}}$]'>"},"metadata":{}},{"data":{"text/plain":"<Figure size 848.5x400 with 1 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\n"},"metadata":{"image/png":{"width":760,"height":376}},"output_type":"display_data"}],"outputs_reference":"s3:deepnote-cell-outputs-production/77321c06-425b-4301-bfb8-cc09b53e0ac8","content_dependencies":null},{"cell_type":"code","metadata":{"source_hash":null,"execution_start":1722659173436,"execution_millis":19503,"deepnote_to_be_reexecuted":false,"cell_id":"729a7779c6ed4e699f0c6cc2626c0bce","deepnote_cell_type":"code"},"source":"%matplotlib inline\nbin_time = 15/24/60\nlc_collection_binned = lc.bin(bin_time)\nlc_collection_binned.plot(color = 'gold', lw = 0, marker = '.')","block_group":"7d87782aa74a4365819e7b11640d2132","execution_count":null,"outputs":[{"output_type":"execute_result","execution_count":5,"data":{"text/plain":"<AxesSubplot: xlabel='Time - 2457000 [BTJD days]', ylabel='Flux [$\\\\mathrm{e^{-}\\\\,s^{-1}}$]'>"},"metadata":{}},{"data":{"text/plain":"<Figure size 848.5x400 with 1 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\n"},"metadata":{"image/png":{"width":760,"height":376}},"output_type":"display_data"}],"outputs_reference":"s3:deepnote-cell-outputs-production/0080128f-6d1c-45ba-bfd2-c339309bef1b","content_dependencies":null},{"cell_type":"code","metadata":{"source_hash":null,"execution_start":1722659193470,"execution_millis":4935,"deepnote_to_be_reexecuted":false,"cell_id":"1aa067e2dd184055a85e57e6ddef83cd","deepnote_cell_type":"code"},"source":"%matplotlib inline\nbin_time = 15/24/15\nlc_collection_binned = lc.bin(bin_time)\nlc_collection_binned.plot(color = 'gold', lw = 0, marker = '.')","block_group":"bb72bdad1984481f9679550d69747c26","execution_count":null,"outputs":[{"output_type":"execute_result","execution_count":6,"data":{"text/plain":"<AxesSubplot: xlabel='Time - 2457000 [BTJD days]', ylabel='Flux [$\\\\mathrm{e^{-}\\\\,s^{-1}}$]'>"},"metadata":{}},{"data":{"text/plain":"<Figure size 848.5x400 with 1 Axes>","image/png":"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\n"},"metadata":{"image/png":{"width":777,"height":376}},"output_type":"display_data"}],"outputs_reference":"s3:deepnote-cell-outputs-production/330ba61d-4aa1-4a22-bfdd-d95bdb4fcf77","content_dependencies":null},{"cell_type":"code","metadata":{"source_hash":null,"execution_start":1722659199002,"execution_millis":19774,"deepnote_to_be_reexecuted":false,"cell_id":"51722d2efb414ca281adbee82a0887e1","deepnote_cell_type":"code"},"source":"TIC = \"KIC 10593626\" #KOI 87.01\navailable_data_select = lk.search_lightcurve(TIC)[0:2]\nlc_collection = available_data_select.download_all().stitch()\navailable_data_all = lk.search_lightcurve(TIC, author=\"SPOC\")\navailable_data_all\n# lc_collection.plot(linewidth = 0, marker = '.', color = 'midnightblue', alpha = 0.5)","block_group":"ccf3a6fa4af94ff489e0653e44bb0664","execution_count":null,"outputs":[{"output_type":"execute_result","execution_count":7,"data":{"text/plain":"SearchResult containing 7 data products.\n\n #     mission     year author exptime target_name distance\n                                  s                 arcsec \n--- -------------- ---- ------ ------- ----------- --------\n  0 TESS Sector 40 2021   SPOC     120   158984573      0.0\n  1 TESS Sector 41 2021   SPOC     120   158984573      0.0\n  2 TESS Sector 53 2022   SPOC     120   158984573      0.0\n  3 TESS Sector 54 2022   SPOC     120   158984573      0.0\n  4 TESS Sector 55 2022   SPOC     120   158984573      0.0\n  5 TESS Sector 74 2024   SPOC     120   158984573      0.0\n  6 TESS Sector 75 2024   SPOC     120   158984573      0.0","text/html":"SearchResult containing 7 data products.\n\n<table id=\"table140666821973952\">\n<thead><tr><th>#</th><th>mission</th><th>year</th><th>author</th><th>exptime</th><th>target_name</th><th>distance</th></tr></thead>\n<thead><tr><th></th><th></th><th></th><th></th><th>s</th><th></th><th>arcsec</th></tr></thead>\n<tr><td>0</td><td>TESS Sector 40</td><td>2021</td><td><a href='https://heasarc.gsfc.nasa.gov/docs/tess/pipeline.html'>SPOC</a></td><td>120</td><td>158984573</td><td>0.0</td></tr>\n<tr><td>1</td><td>TESS Sector 41</td><td>2021</td><td><a href='https://heasarc.gsfc.nasa.gov/docs/tess/pipeline.html'>SPOC</a></td><td>120</td><td>158984573</td><td>0.0</td></tr>\n<tr><td>2</td><td>TESS Sector 53</td><td>2022</td><td><a href='https://heasarc.gsfc.nasa.gov/docs/tess/pipeline.html'>SPOC</a></td><td>120</td><td>158984573</td><td>0.0</td></tr>\n<tr><td>3</td><td>TESS Sector 54</td><td>2022</td><td><a href='https://heasarc.gsfc.nasa.gov/docs/tess/pipeline.html'>SPOC</a></td><td>120</td><td>158984573</td><td>0.0</td></tr>\n<tr><td>4</td><td>TESS Sector 55</td><td>2022</td><td><a href='https://heasarc.gsfc.nasa.gov/docs/tess/pipeline.html'>SPOC</a></td><td>120</td><td>158984573</td><td>0.0</td></tr>\n<tr><td>5</td><td>TESS Sector 74</td><td>2024</td><td><a href='https://heasarc.gsfc.nasa.gov/docs/tess/pipeline.html'>SPOC</a></td><td>120</td><td>158984573</td><td>0.0</td></tr>\n<tr><td>6</td><td>TESS Sector 75</td><td>2024</td><td><a href='https://heasarc.gsfc.nasa.gov/docs/tess/pipeline.html'>SPOC</a></td><td>120</td><td>158984573</td><td>0.0</td></tr>\n</table>"},"metadata":{}}],"outputs_reference":"s3:deepnote-cell-outputs-production/a2d2f3d1-5f83-4c9d-8c1f-d32da540455f","content_dependencies":null},{"cell_type":"markdown","metadata":{"formattedRanges":[],"cell_id":"b4acfe5920d64bc8b2159e4c6f611b9a","deepnote_cell_type":"text-cell-h1"},"source":"# Trappist-1f","block_group":"87f654fe10294dcc91099a6eaa267db8"},{"cell_type":"code","metadata":{"source_hash":null,"execution_start":1722659218819,"execution_millis":13412,"deepnote_to_be_reexecuted":false,"cell_id":"c65228f0650e4d2bb9373f3a545500fc","deepnote_cell_type":"code"},"source":"TIC = 'Trappist-1f'\navailable_data_all = lk.search_lightcurve(TIC, author=\"SPOC\")\navailable_data_all\nsector_data = lk.search_lightcurve(TIC, author = 'SPOC', sector = 70)\nlc = sector_data.download()\nlc.plot(linewidth = 0, marker = '.', color = 'midnightblue', alpha = 0.5)","block_group":"de4cf534f5d7488585cc7c2133a11587","execution_count":null,"outputs":[{"name":"stderr","text":"/root/venv/lib/python3.9/site-packages/lightkurve/search.py:424: LightkurveWarning: Warning: 2 files available to download. Only the first file has been downloaded. Please use `download_all()` or specify additional criteria (e.g. quarter, campaign, or sector) to limit your search.\n  warnings.warn(\n","output_type":"stream"},{"output_type":"execute_result","execution_count":8,"data":{"text/plain":"<AxesSubplot: xlabel='Time - 2457000 [BTJD days]', ylabel='Flux [$\\\\mathrm{e^{-}\\\\,s^{-1}}$]'>"},"metadata":{}},{"data":{"text/plain":"<Figure size 848.5x400 with 1 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\n"},"metadata":{"image/png":{"width":748,"height":379}},"output_type":"display_data"}],"outputs_reference":"s3:deepnote-cell-outputs-production/7e59311f-e709-41b6-a362-d8db76ba8bb9","content_dependencies":null},{"cell_type":"code","metadata":{"source_hash":null,"execution_start":1722659232921,"execution_millis":376,"deepnote_to_be_reexecuted":false,"cell_id":"ac52dd7de6604a56949ced15e75d088b","deepnote_cell_type":"code"},"source":"lc_stitched = lc.normalize()\n\nlc_stitched.plot(color = 'gold', lw = 0, marker = '.')","block_group":"7eeda66b466a4894a8a1c280d269b043","execution_count":null,"outputs":[{"output_type":"execute_result","execution_count":9,"data":{"text/plain":"<AxesSubplot: xlabel='Time - 2457000 [BTJD days]', ylabel='Normalized Flux'>"},"metadata":{}},{"data":{"text/plain":"<Figure size 848.5x400 with 1 Axes>","image/png":"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\n"},"metadata":{"image/png":{"width":735,"height":376}},"output_type":"display_data"}],"outputs_reference":"s3:deepnote-cell-outputs-production/4843ad92-98dd-413c-9d3e-bdc7120bb0a5","content_dependencies":null},{"cell_type":"code","metadata":{"source_hash":null,"execution_start":1722659233770,"execution_millis":19669,"deepnote_to_be_reexecuted":false,"cell_id":"c54a95703d0e40a7b747707840263b9c","deepnote_cell_type":"code"},"source":"%matplotlib inline\nbin_time = 15/24/60\nlc_collection_binned = lc_stitched.bin(bin_time)\nlc_collection_binned.plot(color = 'gold', lw = 0, marker = '.')","block_group":"15902a5bd49947219106381d6313caa5","execution_count":null,"outputs":[{"output_type":"execute_result","execution_count":10,"data":{"text/plain":"<AxesSubplot: xlabel='Time - 2457000 [BTJD days]', ylabel='Normalized Flux'>"},"metadata":{}},{"data":{"text/plain":"<Figure size 848.5x400 with 1 Axes>","image/png":"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\n"},"metadata":{"image/png":{"width":745,"height":376}},"output_type":"display_data"}],"outputs_reference":"s3:deepnote-cell-outputs-production/9803db51-aa04-45b1-a410-81fe43a8a557","content_dependencies":null},{"cell_type":"code","metadata":{"source_hash":null,"execution_start":1722659253921,"execution_millis":5308,"deepnote_to_be_reexecuted":false,"cell_id":"cc22e544716b4addb4945a1e1e1e629d","deepnote_cell_type":"code"},"source":"%matplotlib inline\nbin_time = 15/24/15\nlc_collection_binned = lc_stitched.bin(bin_time)\nlc_collection_binned.plot(color = 'gold', lw = 0, marker = '.')","block_group":"9beb8ddb77c84378aca25854c244e354","execution_count":null,"outputs":[{"output_type":"execute_result","execution_count":11,"data":{"text/plain":"<AxesSubplot: xlabel='Time - 2457000 [BTJD days]', ylabel='Normalized Flux'>"},"metadata":{}},{"data":{"text/plain":"<Figure size 848.5x400 with 1 Axes>","image/png":"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\n"},"metadata":{"image/png":{"width":745,"height":376}},"output_type":"display_data"}],"outputs_reference":"s3:deepnote-cell-outputs-production/f3632270-bdeb-404f-8001-21dbe3008645","content_dependencies":null},{"cell_type":"code","metadata":{"source_hash":null,"execution_start":1722661136718,"execution_millis":850,"deepnote_to_be_reexecuted":false,"cell_id":"7334fb6bf27f41b6a86efd3e6d601cfa","deepnote_cell_type":"code"},"source":"%matplotlib inline\nbin_time = 15/24\nlc_collection_binned = lc_stitched.bin(bin_time)\nlc_collection_binned.plot(color = 'gold', lw = 0, marker = '.')","block_group":"a12b4c6af324429b89cf3cc840f08645","execution_count":null,"outputs":[{"output_type":"execute_result","execution_count":52,"data":{"text/plain":"<AxesSubplot: xlabel='Time - 2454833 [BKJD days]', ylabel='Normalized Flux'>"},"metadata":{}},{"data":{"text/plain":"<Figure size 848.5x400 with 1 Axes>","image/png":"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\n"},"metadata":{"image/png":{"width":756,"height":376}},"output_type":"display_data"}],"outputs_reference":"s3:deepnote-cell-outputs-production/7238e3fd-e559-4a1c-9475-130082c39602","content_dependencies":null},{"cell_type":"markdown","metadata":{"formattedRanges":[],"cell_id":"d637564fa7d548479ab4fd714532e048","deepnote_cell_type":"text-cell-h1"},"source":"# Kepler-69c","block_group":"68a742a1ee8d4868af510c6e4987cf46"},{"cell_type":"code","metadata":{"source_hash":null,"execution_start":1722659259778,"execution_millis":23529,"deepnote_to_be_reexecuted":false,"cell_id":"df1281fe0c0d4a2b945e7378abc88f0e","deepnote_cell_type":"code"},"source":"TIC = 'Kepler-69c'\navailable_data_all = lk.search_lightcurve(TIC, author=\"SPOC\")\navailable_data_all\nsector_data = lk.search_lightcurve(TIC, author = 'SPOC', sector = 74)\nlc = sector_data.download()\nlc.plot(linewidth = 0, marker = '.', color = 'midnightblue', alpha = 0.5)","block_group":"1f9ba332b00d4275a4d9cb35c0e1e152","execution_count":null,"outputs":[{"output_type":"execute_result","execution_count":12,"data":{"text/plain":"<AxesSubplot: xlabel='Time - 2457000 [BTJD days]', ylabel='Flux [$\\\\mathrm{e^{-}\\\\,s^{-1}}$]'>"},"metadata":{}},{"data":{"text/plain":"<Figure size 848.5x400 with 1 Axes>","image/png":"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\n"},"metadata":{"image/png":{"width":750,"height":376}},"output_type":"display_data"}],"outputs_reference":"s3:deepnote-cell-outputs-production/62f6ee34-3898-4f84-b9a9-70909cb3cb38","content_dependencies":null},{"cell_type":"code","metadata":{"source_hash":null,"execution_start":1722659283881,"execution_millis":329,"deepnote_to_be_reexecuted":false,"cell_id":"8351336bccac42569654b5d64db90372","deepnote_cell_type":"code"},"source":"lc_stitched = lc.normalize()\nlc_stitched.plot(color = 'gold', lw = 0, marker = '.')","block_group":"9763b1b3fe60482ea4cb33075fd33585","execution_count":null,"outputs":[{"output_type":"execute_result","execution_count":13,"data":{"text/plain":"<AxesSubplot: xlabel='Time - 2457000 [BTJD days]', ylabel='Normalized Flux'>"},"metadata":{}},{"data":{"text/plain":"<Figure size 848.5x400 with 1 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\n"},"metadata":{"image/png":{"width":747,"height":376}},"output_type":"display_data"}],"outputs_reference":"s3:deepnote-cell-outputs-production/d51348a7-8d67-45d5-9b75-347b4c5ffb02","content_dependencies":null},{"cell_type":"code","metadata":{"source_hash":null,"execution_start":1722659284460,"execution_millis":18574,"deepnote_to_be_reexecuted":false,"cell_id":"379f51ef1bed46419df6822b8b9d8483","deepnote_cell_type":"code"},"source":"%matplotlib inline\nbin_time = 15/24/60\nlc_collection_binned = lc_stitched.bin(bin_time)\nlc_collection_binned.plot(color = 'gold', lw = 0, marker = '.')","block_group":"86a6721186a8490c96e6aaa599253acd","execution_count":null,"outputs":[{"output_type":"execute_result","execution_count":14,"data":{"text/plain":"<AxesSubplot: xlabel='Time - 2457000 [BTJD days]', ylabel='Normalized Flux'>"},"metadata":{}},{"data":{"text/plain":"<Figure size 848.5x400 with 1 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\n"},"metadata":{"image/png":{"width":757,"height":376}},"output_type":"display_data"}],"outputs_reference":"s3:deepnote-cell-outputs-production/a7e76862-5692-4226-8255-8f4419ac3514","content_dependencies":null},{"cell_type":"code","metadata":{"source_hash":null,"execution_start":1722659303538,"execution_millis":235,"deepnote_input_label":"","deepnote_slider_step":1,"deepnote_variable_name":"input_1","deepnote_variable_value":"24","deepnote_slider_max_value":24,"deepnote_slider_min_value":0,"deepnote_to_be_reexecuted":fals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= 24","block_group":"9f6aea97f91d4c1a9b2a4577ab0a4941","execution_count":null,"outputs":[],"outputs_reference":null},{"cell_type":"code","metadata":{"source_hash":null,"execution_start":1722659303539,"execution_millis":812,"deepnote_to_be_reexecuted":false,"cell_id":"1819207e33be4f97be8a028b1545f3be","deepnote_cell_type":"code"},"source":"%matplotlib inline\nbin_time = 15/input_1/2\nlc_collection_binned = lc_stitched.bin(bin_time)\nlc_collection_binned.plot(color = 'red', lw = 0, marker = '.')","block_group":"2c5e3d9cd5084935b36b2ca9858ce75c","execution_count":null,"outputs":[{"output_type":"execute_result","execution_count":16,"data":{"text/plain":"<AxesSubplot: xlabel='Time - 2457000 [BTJD days]', ylabel='Normalized Flux'>"},"metadata":{}},{"data":{"text/plain":"<Figure size 848.5x400 with 1 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\n"},"metadata":{"image/png":{"width":757,"height":380}},"output_type":"display_data"}],"outputs_reference":"s3:deepnote-cell-outputs-production/11dc48e0-740a-4bb4-a6b9-547fa1f9dab3","content_dependencies":null},{"cell_type":"code","metadata":{"source_hash":null,"execution_start":1722659304873,"execution_millis":443,"deepnote_to_be_reexecuted":false,"cell_id":"6be7f6b510c14b2ea7fe365cccc36794","deepnote_cell_type":"code"},"source":"%matplotlib inline\nbin_time = 15/24\nlc_collection_binned = lc_stitched.bin(bin_time)\nlc_collection_binned.plot(color = 'red', lw = 0, marker = '.')","block_group":"f21d7d28e76f456bb2af4c832ef23c33","execution_count":null,"outputs":[{"output_type":"execute_result","execution_count":17,"data":{"text/plain":"<AxesSubplot: xlabel='Time - 2457000 [BTJD days]', ylabel='Normalized Flux'>"},"metadata":{}},{"data":{"text/plain":"<Figure size 848.5x400 with 1 Axes>","image/png":"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\n"},"metadata":{"image/png":{"width":761,"height":376}},"output_type":"display_data"}],"outputs_reference":"s3:deepnote-cell-outputs-production/2be75c54-4493-42c5-bf4c-158f1bcdad24","content_dependencies":null},{"cell_type":"markdown","metadata":{"formattedRanges":[],"cell_id":"845c74e203374da9a5b39c5ae97a635f","deepnote_cell_type":"text-cell-h1"},"source":"# TOI-700d","block_group":"bd7e6a7580b24d509f3db8e9039366c3"},{"cell_type":"code","metadata":{"source_hash":null,"execution_start":1722659700590,"execution_millis":48286,"deepnote_to_be_reexecuted":false,"cell_id":"03ccafa281344026a98e7e5cc001aa55","deepnote_cell_type":"code"},"source":"TIC = 'TOI-700d'\navailable_data_all = lk.search_lightcurve(TIC, author=\"SPOC\")\navailable_data_all\nsector_data = lk.search_lightcurve(TIC, author = 'SPOC', sector = 62)\nlc = sector_data.download()\nlc.plot(linewidth = 0, marker = '.', color = 'midnightblue', alpha = 0.5)","block_group":"e2e16ef960d44fd596dcbfafde5e1d60","execution_count":null,"outputs":[{"name":"stderr","text":"/root/venv/lib/python3.9/site-packages/lightkurve/search.py:424: LightkurveWarning: Warning: 2 files available to download. Only the first file has been downloaded. Please use `download_all()` or specify additional criteria (e.g. quarter, campaign, or sector) to limit your search.\n  warnings.warn(\n","output_type":"stream"},{"output_type":"execute_result","execution_count":27,"data":{"text/plain":"<AxesSubplot: xlabel='Time - 2457000 [BTJD days]', ylabel='Flux [$\\\\mathrm{e^{-}\\\\,s^{-1}}$]'>"},"metadata":{}},{"data":{"text/plain":"<Figure size 848.5x400 with 1 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\n"},"metadata":{"image/png":{"width":778,"height":376}},"output_type":"display_data"}],"outputs_reference":"s3:deepnote-cell-outputs-production/5e7ba7d9-9f22-4e08-ba61-966153705863","content_dependencies":null},{"cell_type":"code","metadata":{"source_hash":null,"execution_start":1722659778956,"execution_millis":232,"deepnote_to_be_reexecuted":false,"cell_id":"0eb0dc0df4c84d94b1b9f5610204197a","deepnote_cell_type":"code"},"source":"lc_stitched = lc.normalize()\nlc_stitched.plot(color = 'gold', lw = 0, marker = '.')","block_group":"1dcca1ff4eee4283ae88f636e661b365","execution_count":null,"outputs":[{"output_type":"execute_result","execution_count":28,"data":{"text/plain":"<AxesSubplot: xlabel='Time - 2457000 [BTJD days]', ylabel='Normalized Flux'>"},"metadata":{}},{"data":{"text/plain":"<Figure size 848.5x400 with 1 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\n"},"metadata":{"image/png":{"width":765,"height":376}},"output_type":"display_data"}],"outputs_reference":"s3:deepnote-cell-outputs-production/728b7b3e-29a4-47a4-86b0-05b0109815a7","content_dependencies":null},{"cell_type":"code","metadata":{"source_hash":null,"execution_start":1722660043077,"execution_millis":36453,"deepnote_to_be_reexecuted":false,"cell_id":"e3a859c544ee4b1bba1a9f842469ec0f","deepnote_cell_type":"code"},"source":"%matplotlib inline\nbin_time = 15/24/120\nlc_collection_binned = lc_stitched.bin(bin_time)\nlc_collection_binned.plot(color = 'green', lw = 0, marker = '.')","block_group":"0a031db1504e4061a60bac017e3ba5fc","execution_count":null,"outputs":[{"output_type":"execute_result","execution_count":32,"data":{"text/plain":"<AxesSubplot: xlabel='Time - 2457000 [BTJD days]', ylabel='Normalized Flux'>"},"metadata":{}},{"data":{"text/plain":"<Figure size 848.5x400 with 1 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\n"},"metadata":{"image/png":{"width":775,"height":376}},"output_type":"display_data"}],"outputs_reference":"s3:deepnote-cell-outputs-production/db4f3a3c-4639-4b1d-8887-d55a22c395f1","content_dependencies":null},{"cell_type":"code","metadata":{"source_hash":null,"execution_start":1722659829167,"execution_millis":1478,"deepnote_to_be_reexecuted":false,"cell_id":"abee4b52c7184750af963a0a9a30d483","deepnote_cell_type":"code"},"source":"%matplotlib inline\nbin_time = 15/input_1/2\nlc_collection_binned = lc_stitched.bin(bin_time)\nlc_collection_binned.plot(color = 'red', lw = 0, marker = '.')","block_group":"701bbd1815574589bf38d6c920425e8c","execution_count":null,"outputs":[{"output_type":"execute_result","execution_count":30,"data":{"text/plain":"<AxesSubplot: xlabel='Time - 2457000 [BTJD days]', ylabel='Normalized Flux'>"},"metadata":{}},{"data":{"text/plain":"<Figure size 848.5x400 with 1 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\n"},"metadata":{"image/png":{"width":785,"height":376}},"output_type":"display_data"}],"outputs_reference":"s3:deepnote-cell-outputs-production/f34d639b-7c98-4532-ad4c-543cdd0bca36","content_dependencies":null},{"cell_type":"markdown","metadata":{"formattedRanges":[],"cell_id":"e831e8bdc4aa495e9fb929be0795a465","deepnote_cell_type":"text-cell-h1"},"source":"# Kepler-442b","block_group":"4ce7505bc8a745b1a28db426ca40d0d8"},{"cell_type":"code","metadata":{"source_hash":null,"execution_start":1722660440275,"execution_millis":313,"deepnote_to_be_reexecuted":false,"cell_id":"b02b5c49ea2d4a999f5d0d59d307f9ca","deepnote_cell_type":"code"},"source":"TIC = 'Kepler-442'\navailable_data_all = lk.search_lightcurve(TIC)\navailable_data_all\nsector_data = lk.search_lightcurve(TIC)\nlc = sector_data.download()\nlc.plot(linewidth = 0, marker = '.', color = 'midnightblue', alpha = 0.5)","block_group":"00b83e8e2631439d860cac4a666724e7","execution_count":null,"outputs":[{"name":"stderr","text":"/root/venv/lib/python3.9/site-packages/lightkurve/search.py:424: LightkurveWarning: Warning: 25 files available to download. Only the first file has been downloaded. Please use `download_all()` or specify additional criteria (e.g. quarter, campaign, or sector) to limit your search.\n  warnings.warn(\n","output_type":"stream"},{"output_type":"execute_result","execution_count":42,"data":{"text/plain":"<AxesSubplot: xlabel='Time - 2454833 [BKJD days]', ylabel='Flux [$\\\\mathrm{e^{-}\\\\,s^{-1}}$]'>"},"metadata":{}},{"data":{"text/plain":"<Figure size 848.5x400 with 1 Axes>","image/png":"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\n"},"metadata":{"image/png":{"width":769,"height":378}},"output_type":"display_data"}],"outputs_reference":"s3:deepnote-cell-outputs-production/94fa1c97-cf60-4e44-ac66-7bfdbc74ce4e","content_dependencies":null},{"cell_type":"code","metadata":{"source_hash":null,"execution_start":1722660474079,"execution_millis":69,"deepnote_to_be_reexecuted":false,"cell_id":"34ea2ab166984a899ccd79b80da63dae","deepnote_cell_type":"code"},"source":"lc_stitched = lc.normalize()\nlc_stitched.plot(color = 'gold', lw = 0, marker = '.')","block_group":"cc375afe853b4f0093a2ceff69faa46a","execution_count":null,"outputs":[{"output_type":"execute_result","execution_count":43,"data":{"text/plain":"<AxesSubplot: xlabel='Time - 2454833 [BKJD days]', ylabel='Normalized Flux'>"},"metadata":{}},{"data":{"text/plain":"<Figure size 848.5x400 with 1 Axes>","image/png":"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\n"},"metadata":{"image/png":{"width":756,"height":376}},"output_type":"display_data"}],"outputs_reference":"s3:deepnote-cell-outputs-production/ef4026f3-863d-446d-879c-224d5b661fcf","content_dependencies":null},{"cell_type":"code","metadata":{"source_hash":null,"execution_start":1722660495524,"execution_millis":9523,"deepnote_to_be_reexecuted":false,"cell_id":"efa04ec5e119436aaa186f7e985b4405","deepnote_cell_type":"code"},"source":"%matplotlib inline\nbin_time = 15/24/120\nlc_collection_binned = lc_stitched.bin(bin_time)\nlc_collection_binned.plot(color = 'green', lw = 0, marker = '.')","block_group":"faf5aa4fd27f4164a8e38b7a0e258d8b","execution_count":null,"outputs":[{"output_type":"execute_result","execution_count":44,"data":{"text/plain":"<AxesSubplot: xlabel='Time - 2454833 [BKJD days]', ylabel='Normalized Flux'>"},"metadata":{}},{"data":{"text/plain":"<Figure size 848.5x400 with 1 Axes>","image/png":"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\n"},"metadata":{"image/png":{"width":756,"height":376}},"output_type":"display_data"}],"outputs_reference":"s3:deepnote-cell-outputs-production/10826c07-0eef-46ba-b718-c3b903721ee0","content_dependencies":null},{"cell_type":"code","metadata":{"source_hash":null,"execution_start":1722660505642,"execution_millis":1082,"deepnote_to_be_reexecuted":false,"cell_id":"b1201ff6d2274c7bb12db77c438315e3","deepnote_cell_type":"code"},"source":"%matplotlib inline\nbin_time = 15/input_1/2\nlc_collection_binned = lc_stitched.bin(bin_time)\nlc_collection_binned.plot(color = 'red', lw = 0, marker = '.')","block_group":"a706f3e3d1f0471d9d5c2df4635cba0a","execution_count":null,"outputs":[{"output_type":"execute_result","execution_count":45,"data":{"text/plain":"<AxesSubplot: xlabel='Time - 2454833 [BKJD days]', ylabel='Normalized Flux'>"},"metadata":{}},{"data":{"text/plain":"<Figure size 848.5x400 with 1 Axes>","image/png":"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\n"},"metadata":{"image/png":{"width":791,"height":394}},"output_type":"display_data"}],"outputs_reference":"s3:deepnote-cell-outputs-production/8d8db6e1-9ef9-440b-a4d7-04791c10f070","content_dependencies":null},{"cell_type":"markdown","metadata":{"formattedRanges":[],"cell_id":"a8419c6640a842ccaf67b2c7464366cf","deepnote_cell_type":"text-cell-h1"},"source":"# Kepler-186f","block_group":"6c0f8f3402fe475aa1fd1e48e60e6351"},{"cell_type":"code","metadata":{"source_hash":null,"execution_start":1722660794626,"execution_millis":510,"deepnote_to_be_reexecuted":false,"cell_id":"67d49401c7674dc79919a762c559f46e","deepnote_cell_type":"code"},"source":"TIC = 'KOI-571.05'\navailable_data_all = lk.search_lightcurve(TIC)\navailable_data_all\nsector_data = lk.search_lightcurve(TIC)\nlc = sector_data.download()\nlc.plot(linewidth = 0, marker = '.', color = 'midnightblue', alpha = 0.5)","block_group":"e0db658663eb4e0b8a5c9002711fa4c3","execution_count":null,"outputs":[{"name":"stderr","text":"/root/venv/lib/python3.9/site-packages/lightkurve/search.py:424: LightkurveWarning: Warning: 66 files available to download. Only the first file has been downloaded. Please use `download_all()` or specify additional criteria (e.g. quarter, campaign, or sector) to limit your search.\n  warnings.warn(\n","output_type":"stream"},{"output_type":"execute_result","execution_count":48,"data":{"text/plain":"<AxesSubplot: xlabel='Time - 2454833 [BKJD days]', ylabel='Flux [$\\\\mathrm{e^{-}\\\\,s^{-1}}$]'>"},"metadata":{}},{"data":{"text/plain":"<Figure size 848.5x400 with 1 Axes>","image/png":"iVBORw0KGgoAAAANSUhEUgAAAwEAAAF4CAYAAAAMrfU1AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjYuMCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy89olMNAAAACXBIWXMAAA9hAAAPYQGoP6dpAADtyUlEQVR4nOzdfXyT9b34/1fSNmnTe2gpbWmlSoGK0CKKCgemiJvKdINNPLrp5tSz75hnUzzn6G/43bxjG+ocPuY8m/vqlOk8FqXHm6lsFRidoEVGb9BCC5Q2vU/StE2TNEmT/P5Ir8ukTaEthabwfj4eeziSK7muJrmu63Pz/rzfGr/f70cIIYQQQghxztBO9AEIIYQQQgghzizpBAghhBBCCHGOkU6AEEIIIYQQ5xjpBAghhBBCCHGOkU6AEEIIIYQQ5xjpBAghhBBCCHGOkU6AEEIIIYQQ5xjpBAghhBBCCHGOiZ7oAxBD+Xw+Ojs7iYuLQ6PRTPThCCGEEEKIScLv9+N0OpkyZQpa7fDj/dIJiECdnZ3ccccdE30YQgghhBBikvrjH/9IWlrasM9LJyACxcXFAYEvz2AwTPDRCCGEEEKIycLhcHDHHXeo7cnhSCcgAikhQAaDQToBQgghhBBi1E4WUi6dgAi2fv36IbFcq1atYtWqVRN0REIIIYQQ4mwgnYAI9vTTT8tMgBBCCCGEGHeSIlQIIYQQQohzjMwECCGEEEKcJg6HA6vVis/nm+hDEZOcVqslNTV13KJEpBMghBBCCDHOfD4fW7du5eOPP57oQxFnmcsvv5ybbrrphDUARkI6AUIIIYQQ40zpANxwww2cf/75REVFTfQhiUnO6/Vy7Ngx3nnnHQBuvvnmU3o/6QQIIYQQQowjh8OhdgBWrFgx0YcjziIzZ84E4J133uGGG244pdAgWRgshBBCCDGOrFYrAOeff/4EH4k4Gym/K+V3NlbSCRBCCCGEGEfKImAJARKng/K7OtXF5tIJEEIIIYQQ4hwjnQAhhBDiLFRZ2cizz35IZWXjRB+KECICycLgCLZ+/foh6Z9WrVrFqlWrJuiIhBBCTBZlZXXs2FEDQGFh7gQfjZis/vznP1NSUsLWrVtDHn/hhRd46623uOeee/jyl7887Hbd3d288cYblJeXYzKZiI6O5vzzz2fFihVcffXVJwyZ+uSTTyguLsZoNBIbG8uFF17Id7/7XaZPn65uU1ZWRllZGbW1tVgsFu644w7WrFkT8j61tbW8//77fPbZZ1gsFqZOncrSpUu5+eabiY2NDdm2pqaGF154gfr6epKTk7n++uv5xje+gUajCdnOYrGwZcsWPv30U/r6+pg2bRo333wzV155pbqN3W7nhRdeYO/evXi9XhYuXMj3v/99pkyZEvJef/3rX3nnnXdobW0lMTGRiy++mNtuu42UlJRhP5vxIJ2ACPb000+PW0EIIYQQ55Zly/JD/ivEeHnppZd46623WLduHV/+8peH3a6lpYUNGzbg8/n42te+xqxZs/B4PFRVVfH//t//Iykpicsvvzzsa6urq/n5z3/OVVddxW233YbNZuPVV1/lpz/9Kb/5zW/Q6/UAfPTRR7S3t3PppZfywQcfhH2vsrIyWlpaWLNmDdnZ2TQ2NvLqq69SW1vLxo0bQ473Zz/7GUVFRdx2223U19fz8ssvo9VqQzoWnZ2d/Md//AczZszgnnvuwWAw0NDQgMfjCdnvE088QWNjI+vWrUOn0/GnP/2Jhx9+mF//+tdq52fHjh385je/Yc2aNVx88cWYTCa2bNmC0WjkiSeeGNkXMkbSCRBCCCHOQoWFuTIDIMbdn/70J958801+8IMfcO21155w21/96ld4vV5+/etfM3XqVPXxRYsWsWrVKhwOx7Cv3b17N+np6fz4xz9WR+GTk5PZsGEDR44cYd68eQD813/9lxo1MVwn4Jvf/CbJycnqv+fPn098fDy/+tWvOHLkCLNmzQJg27ZtJCYm8p//+Z/ExMRQWFhIT08PxcXF3HDDDcTExADwxz/+kfT0dB5++GG1MV9YWBiyz0OHDvHPf/6TRx55hIsvvhiA7Oxs1q1bx549e1i2bBkAf//737nooou44447Ql7/zDPPYDKZSE9PP9FHfEpkTYAQQgghhDipP//5zxQXF/P973+f66+//oTbfvbZZ9TW1nLTTTeFdAAU06ZNU3Peh+P1eomLiwsJw1GiI/x+v/rYSKrmBncAFBdccAEQGNVX7N+/n8svv1xt7AMsW7YMu93OoUOHgEANiH/84x9cf/31Jwxl+vTTT4mPj2fhwoXqYzNmzCAvL49PP/1Ufay/v5/4+PiQ14b7O08H6QQIIYQQQogTev3113nttde46667+OpXv3rS7Q8ePAgERv3H4uqrr8ZoNPKXv/wFu91OW1sbf/rTnzj//PMpKCgY03sG+/zzz4FAwxygr68Ps9ms/lsxY8YMNBoNTU1NABw9epT+/n6ioqJ48MEH+frXv85tt93GSy+9RH9/v/q6pqYm9bXBcnJyaG5uVv99zTXXsH//fj766CMcDgcNDQ0UFxezePFipk2bdsp/54lIOJAQQgghxASprGykrKyOZcvyTxi+NdLtRrvtSPT19fHKK6/w5S9/ma997Wsjeo3FYgEYczjLvHnz+MlPfsJTTz3F7373OyBQJCs4BGesuru7+fOf/8xll11GVlYWEFjECwwZlY+JiUGv12Oz2YAvCnT95je/4Stf+Qq33nortbW1vPrqq2g0Gr7zne+o7zf4vQASEhLU9wK48sorcblcPPXUU2onoqioiP/8z/88pb9xJGQmQAghhBBigihZnMrK6sZlu9FuOxI6nY558+bx97//XR1BP91qamp4+umn+cpXvsLGjRt58MEH8fl8PProo7hcrjG/b39/P08++SQA69atG/XrlQJdRUVF3HnnnSxYsIBvfvObrFmzhrfeemvUx7Znzx5eeOEFbr75Zn7+859z33330dLSwqZNmyQcSAghhBDibLVsWT4rVhScNIvTSLcb7bYjodVq+b//9/+SnZ3No48+yvHjx0/6GmUdgMlkGtM+n3/+eRYsWKA2tJcuXcrPfvYzjh49ys6dO8f0nn6/n2eeeYba2loefvjhkFSdyqi9MiOg8Hg8uFwuEhMTgcBIPsCCBQtCtissLMTj8dDa2qq+3+D3Aujt7VXfy+/389xzz/GVr3yFf/3Xf2X+/PmsWLGC+++/n08//ZQDBw6M6e8cKekECCGEEEJMkMLCXO655+qThu2MdLvRbjtS8fHxPPLIIyQlJfGzn/2Mtra2E25/0UUXAYy5IdvY2Mj5558f8lhaWhpJSUkn3fdwXnzxRf7xj3+wYcMG8vLyQp6LjY0lLS1Njf1XNDc34/f71bUCubkn/kzdbjcQWEugvDZYU1MT2dnZQCAsqbu7e8ixKH/3WP/OkZJOgBBCCCGEOKmUlBQee+wxAH7605+q8fHhzJs3j9mzZ1NcXBySgUdhMplOOKMwbdo0jh49GvJYR0cHPT09Y1owu3XrVt566y3uvffeIek8FYsWLeKTTz4JWeBbVlZGfHw8c+fOVY9r5syZVFRUhLy2oqICnU6ndhIuueQSent7qaysVLdpbm7m2LFjXHLJJUAga5Ferx/ydyr/loXB5zCpGCyEEEKISJKRkcGjjz7Kgw8+yM9+9jN+8YtfhF0AC3D//ffzk5/8hPvuu4+vf/3rarGwgwcP8pe//IX77rtv2DSh1113HX/4wx94/vnnWbx4MTabjddff53k5GT+5V/+Rd2usbERo9Go/ruhoYGPPvoIvV6vNrZ37drFli1buPLKK8nIyFDTfQJkZmaqKUTXrFnD3//+d5588kmuv/56Ghoa2LZtG7fddltI2tDbbruNxx9/nD/84Q9ccskl1NXVUVJSwpo1a9QKxHPnzuXiiy/mmWee4c4771SLhc2cOZMlS5YAoNFo+MpXvsJ7772HwWDgoosuwmQy8ec//5nc3NxhOyvjRToBEUwqBgshhBAi0px33nn87Gc/46GHHuLRRx/l0UcfDbtdVlYWmzdv5s033+T999/HZDIRExPD+eefz913382ll1467D6U4lzvvfcef/vb34iLi2Pu3Lk88MADJCUlqdv94x//4LXXXlP/vWPHDnbs2MG0adN44YUXgC9Cknbt2sWuXbtC9vPjH/+YlStXqsf76KOP8sILL/DII4+QnJzMrbfeyurVq0Nes3jxYv7zP/+T//mf/+G9995jypQp3HrrrXzzm98M2e6//uu/eOGFF3j22Wfx+XwUFRXx/e9/PyS70Xe/+12Sk5PZuXMn27ZtIykpiQULFgzpeJwOGv/pXnosRs3hcHDzzTfz+uuvSydACCGEmGSMRiNPP/0069evJycnZ6IPR5xlTvb7Gmk7UtYECCGEEEIIcY6RToAQQgghhBDnmEm7JqC2tpYdO3ZQVVVFR0cHiYmJzJkzh9tuu01NvaTweDy8+uqr7Ny5k97eXmbOnMm3v/1tFi5cGLJddXU1P/nJT8Lu78knn1RXho/mPUe7rRBCCCGEEKfbpO0EvPnmm9TU1LB06VJmzpxJV1cX7777Lvfeey9PPfUU5513nrrt5s2b+eijj7jxxhvJysriww8/5JFHHmHjxo3MmzdvyHvfcMMN5OeHFtjIzMwM+fdo3nO0+xdCCCGEEOJ0mrSdgK9//ev8x3/8R8jK6WXLlnHPPffwxhtvcP/99wOBGYPdu3dzxx13sGbNGgBWrFjBPffcw0svvaSWjg42b948li5dOuy+R/OeY9m/EEIIISYvJb231+ud4CMRZyPldzU4jfxoTdo1AQUFBUNSJ2VlZZGbmxuSL/ajjz5Cq9Vy7bXXqo/pdDquueYaDh06NGw5a4fDMezJO5r3HOv+hRBCCDE5paamAnDs2LEJPhJxNlJ+V8rvbKwm7UxAOH6/n66urpCSzseOHSM7O3tIiqTZs2cDUF9fT3p6eshzzzzzDE6nE61Wy7x587jjjjtCwoNG855j2b8QQgghJi+DwcDll1/OO++8A8D5558fkhteiLHwer0cO3aMd955h8svv/yU08ifVZ2AXbt2YbFY+Na3vqU+1tnZGbanpDxmsVjUx6Kjo1myZAmXXHIJSUlJNDY2UlJSwoMPPsgTTzzBBRdcMOr3HM22gzkcjhP+vYqYmJjTXlBCCCGEECN30003AagdASHGy+WXX67+vk7FWdMJMBqN/O53v2Pu3LmsWLFCfdztdodtIOt0OvV5RUFBAQUFBeq/L7vsMpYuXcq///u/s2XLFh555JFRv+doth3sjjvuGPa5YLfccgu33nrriLYVQgghxOmn1Wq5+eabueGGG7Barfh8vok+JDHJabVaUlNTx62Q7FnRCbBarTz66KMYDAYefPDBkCk3nU6Hx+MZ8hql8a00xoeTlZXF5Zdfzp49e/B6vURFRY3qPU9l/3/84x9H9EXLLIAQQggRmQwGw7g12oQYT5O+E2C323n44Yex2+388pe/ZOrUqSHPT5kyJWzIjdVqBRiyfThpaWn09/fjcrkwGAyjes9T2b9cOIQQQgghxOkwabMDQWA0/bHHHqO5uZmf/vSnIQuCFXl5eTQ3Nw+Jrz98+LD6/Mm0tbWh0+mIjY0d9XuOx/6FEEIIIYQYT5O2E+D1enniiSc4dOgQDz74YEg132BLly7F5/PxwQcfqI95PB5KS0uZM2dOSGae7u7uIa+vr6+nvLychQsXqvlYR/Oeo9lWCCGEEEKIM2HShgO9+OKLfPLJJyxevBibzcbOnTtDnr/qqqsAmDNnDkuXLmXLli10d3eTmZnJjh076Ojo4Ec/+lHIa5544gl0Oh1z584lJSWFxsZGtm/fjl6v5zvf+Y663WjeczTbCiGEEEIIcSZo/H6/f6IPYiz+v//v/+PgwYPDPh+cksvtdvPKK6+wa9cuent7mTlzJt/+9re5+OKLQ17z9ttv8/e//53W1lYcDgfJycksWLCAW265haysrJBtR/qeo90WAqlBb775Zl5//XVZEyCEEEIIIUZspO3ISdsJOJtJJ0AIIYQQQozFSNuRk3ZNgBBCCCGEEGJspBMghBBCCCHEOUY6AUIIIYQQQpxjJm12oHPB+vXr1bSkilWrVrFq1aoJOiIhhBBCCHE2kE5ABHv66adlYbAQQgghhBh3Eg4khBBCCCHEOUY6AUIIIYQQQpxjpBMghBBCCCHEOUY6AUIIIYQQQpxjpBMghBBCCCHEOUY6AUIIIYQQQpxjpBMghBBCCCHEOUY6AUIIIYQQQpxjpFhYBJOKwUIIIYQQ4nSQTkAEk4rBQgghhBDidJBwICGEEEIIIc4x0gkQQgghhBDiHCOdACGEEEIIIc4x0gkQQgghhBDiHCOdACGEEEIIIc4x0gkQQgghhBDiHCOdACGEEEIIIc4x0gkQQgghhBDiHCOdACGEEEIIIc4xUjE4gq1fvx6tNrSftmrVKlatWjVBRySEEEIIIc4G0gmIYE8//TQGg2GiD0MIIYQQQpxlJBxICCGEEEKIc4x0AoQQQgghhDjHSCdACCGEEEKIc4x0AoQQQgghhDjHSCdACCGEEEKIc4x0AoQQQgghhDjHSCdACCGEEEKIc4x0AoQQQgghhDjHSLGwCCYVg4UQQgghxOkgnYAIJhWDhRBCCCHE6SDhQEIIIYQQQpxjpBMghBBCCCHEOUY6AUIIIYQQQpxjJu2agNraWnbs2EFVVRUdHR0kJiYyZ84cbrvtNrKzs0O29Xg8vPrqq+zcuZPe3l5mzpzJt7/9bRYuXHjCfbz++uu88sor5Obm8tvf/lZ9vLq6mp/85CdhX/Pkk08yd+7ccdm/EEIIIYQQp8Ok7QS8+eab1NTUsHTpUmbOnElXVxfvvvsu9957L0899RTnnXeeuu3mzZv56KOPuPHGG8nKyuLDDz/kkUceYePGjcybNy/s+5vNZrZu3UpsbOywx3DDDTeQn58f8lhmZuaQ7cayfyGEEEIIIU6XSdsJ+PrXv85//Md/EBMToz62bNky7rnnHt544w3uv/9+IDBjsHv3bu644w7WrFkDwIoVK7jnnnt46aWXePLJJ8O+/4svvsicOXPw+Xz09PSE3WbevHksXbr0hMc51v0LIYQQQghxukzaNQEFBQUhHQCArKwscnNzMRqN6mMfffQRWq2Wa6+9Vn1Mp9NxzTXXcOjQIUwm05D3PnjwIB999BF33333SY/D4XDg9XqHfX4s+xdCCCGEEOJ0mrQzAeH4/X66urrIzc1VHzt27BjZ2dlD8u3Pnj0bgPr6etLT09XHvV4vv//97/nyl7/MzJkzT7i/Z555BqfTiVarZd68edxxxx1DwoNGu38hhBBCCCFOt7OqE7Br1y4sFgvf+ta31Mc6OztJTU0dsq3ymMViCXn8gw8+wGQy8fjjjw+7n+joaJYsWcIll1xCUlISjY2NlJSU8OCDD/LEE09wwQUXjHn/wRwOx7DPBYuJiRkyKyKEEEIIIcRwzppOgNFo5He/+x1z585lxYoV6uNutztsA1mn06nPK3p6enj11Ve5+eabSU5OHnZfBQUFFBQUqP++7LLLWLp0Kf/+7//Oli1beOSRR8a0/8HuuOOOYZ8Ldsstt3DrrbeOaFshhBBCCCHOik6A1Wrl0UcfxWAw8OCDDxIVFaU+p9Pp8Hg8Q16jNL6VxjjAK6+8QkJCAl/96ldHfQxZWVlcfvnl7NmzB6/Xqx7DaPY/2B//+MchYUThyCyAEEIIIYQYjUnfCbDb7Tz88MPY7XZ++ctfMnXq1JDnp0yZEjbkxmq1Aqjbt7S0sH37du666y46OzvV7TweD16vl/b2dgwGA4mJicMeS1paGv39/bhcLrXxPtL9h2MwGEbUCRBCCCGEEGI0JnUnwO1289hjj9Hc3Mzjjz8esiBYkZeXR1VVFQ6HI6RBffjwYfV5CMTm+3w+nn/+eZ5//vkh73PXXXdx4403njBjUFtbGzqdLqS2wEj3L4QQQgghxJky5k7Ajh07xu0ggmP4R8rr9fLEE09w6NAhHnrooSFVehVLly6lpKSEDz74QM3T7/F4KC0tZc6cOWpmntzc3LBVgF955RWcTid33323Wgisu7t7yJqB+vp6ysvLWbRoEVrtF5lXR7p/IYQQQgghzpQxdwI2b96MRqMZl4MYSyfgxRdf5JNPPmHx4sXYbDZ27twZ8vxVV10FwJw5c1i6dClbtmyhu7ubzMxMduzYQUdHBz/60Y/U7ZOTk7niiiuG7Oftt98GCHnuiSeeQKfTMXfuXFJSUmhsbGT79u3o9Xq+853vhLx+pPsXQgghhBDiTDmlcKCZM2dy+eWXj/n1H3/8McePHx/Ta48dOwZAeXk55eXlQ55XOgEA69ev55VXXmHnzp309vYyc+ZMfvrTn3LRRReNad+XXXYZf//733nrrbdwOBxqB+KWW24hKytryPbjvX8hhBBCCCFOhcbv9/vH8sIbb7yRq6++mh//+Mdj3vnmzZvZuXMnb7311pjf42zkcDi4+eabef3112VhsBBCCCGEGLGRtiO1wz5zEgaDAb1eP9aXA4H0mHFxcaf0HkIIIYQQQojRGXM40P/8z/+c8s7XrVvHunXrTvl9hBBCCCGEECM35pkAIYQQQgghxOQ0qesEnO3Wr18fkm4UYNWqVaxatWqCjkgIIYQQQpwNpBMQwZ5++mlZGCyEEEIIIcbduIcD7d+/n7vuumu831YIIYQQQggxTsa9E9DX14fJZBrvtxVCCCGEEEKMkxGHA73yyisj2q6pqWnMByOEEEIIIYQ4/UbcCSguLiY+Pv6kMeput/uUD0oIIYQQQghx+oy4EzB9+nTmzZt30grBH330EU888cQpH5gQQgghhBDi9BjxmoC5c+dSU1Mzom39fv+YD0gIIYQQQghxeo14JuDGG2/k888/P+l2F110ERs3bjylgxJCCCGEEEKcPiPuBMyaNYtZs2addLvk5GTmz59/SgclhBBCCCGEOH2kWFgEk4rBQgghhBDidDjlToDJZGLz5s0SAnQaSMVgIYQQQghxOpxysTCXy8XBgwfH41iEEEIIIYQQZ8C4VwwWQgghhBBCRDbpBAghhBBCCHGOkU6AEEIIIYQQ5xjpBAghzpjKykaeffZDKisbJ/pQhBBCiHOapAgVQpwxZWV17NgRqDxeWJg7wUcjhBBCnLukEyCEOGOWLcsP+a8QQgghJsa4dAL8fv94vI0Q4ixXWJgrMwBCCCFEBDjlNQGpqan84Ac/GI9jEUIIIYQQQpwBpzwTEB8fz3XXXTcexyIGWb9+PVptaD9t1apVrFq1aoKOSAghhBBCnA1kTUAEe/rppzEYDBN9GEIIIYQQ4iwzbp0Aq9VKc3Mz2dnZpKamqo+3trbypz/9iYaGBtLT0/nXf/1X5s6dO167FUIIIYQQQozSuNUJeOONN9iwYQMOh0N9zOFw8MADD/DRRx9hNBr55z//yUMPPURLS8t47VYIIYQQQggxSuPWCTh48CA5OTlkZ2erj5WWltLV1cXy5cv53e9+x5133onb7aakpGS8diuEEEIIIYQYpXHrBFgsFqZPnx7y2KeffkpUVBR33XUXWVlZfO1rXyMvL4+DBw+O126FEEIIIYQQozRunQCn04ler1f/7fV6OXToEBdccAHJycnq4zNmzMBisYzXboUQQgghhBCjNG6dgClTptDU1KT++/PPP6evr4/58+eHbOf1eomOlqREQgghhBDDqaxs5NlnP6SysnGiD0WcpcatEzB37lyOHz/OW2+9xfHjx3nllVfQaDQsXrw4ZDuj0cjUqVPHa7dCCCGEEGedsrI6duyooaysbqIPRZylxm1I/pvf/CZ79uzhxRdfBMDv9zN//nwKCgrUbdrb2zEajVxzzTXjtVshhBBCiLPOsmX5If8VYryNWyfgvPPOY9OmTbzzzjv09PRwwQUXsGbNmpBt/vnPf5KXl8fll18+Xrs9q0nFYCGEEOLcVFiYS2Fh7kQfhjiLafx+v3+iD0KEcjgc3Hzzzbz++utSMVgIIYQQQozYSNuR47YmQAghhBBCCDE5SCdACCHEmEj2EiGEmLwkV6cQQogxUbKXABK7LIQQk8yk7QTU1tayY8cOqqqq6OjoIDExkTlz5nDbbbeRnZ0dsq3H4+HVV19l586d9Pb2MnPmTL797W+zcOHCE+7j9ddf55VXXiE3N5ff/va3Y37Pse5fCCEimWQvEUKIyWvShgO9+eab7Nmzh8LCQu6++26uvfZaPvvsM+69914aGhpCtt28eTP/+7//y5e+9CXuvvtutFotjzzyCJ999tmw7282m9m6dSuxsbFhnx/Ne45l/0IIEUkk9EcIIc4up9wJMJlMbNiwYTyOZVS+/vWv88ILL/D973+fr3zlK9x8881s2rQJr9fLG2+8oW5XW1vL7t27uf322/ne977Htddey8aNG5k2bRovvfTSsO//4osvMmfOHGbNmjXkudG851j3L4QQkSRc4SIpZiSEEJPXKXcCXC4XBw8eHI9jGZWCggJiYmJCHsvKyiI3Nxej0ag+9tFHH6HVarn22mvVx3Q6Hddccw2HDh3CZDINee+DBw/y0Ucfcffdd4fd92jecyz7F0KISLNsWT4rVhSEhP6Ee0wIIcTkMGnXBITj9/vp6uoiN/eLBWrHjh0jOzt7SJ7U2bNnA1BfX096err6uNfr5fe//z1f/vKXmTlzZtj9jOY9R7t/IYSIROEKF0kxIyGEmLzOqk7Arl27sFgsfOtb31If6+zsJDU1dci2ymMWiyXk8Q8++ACTycTjjz8+7H5G856j3X8wh8Mx7HPBYmJihsyKRIrKykbKyupYtixfGgtCCCGEEBHirOkEGI1Gfve73zF37lxWrFihPu52u8M2kHU6nfq8oqenh1dffZWbb76Z5OTkYfc1mvcczbaD3XHHHcM+F+yWW27h1ltvHdG2Z5qkEBRicpAOuxBCnFvOik6A1Wrl0UcfxWAw8OCDDxIVFaU+p9Pp8Hg8Q16jNL6VxjjAK6+8QkJCAl/96ldPuL/RvOdoth3sj3/84wnLPSsidRYAJIWgEJFmuMZ+cIdd+bd0CIQQ4uw16TsBdrudhx9+GLvdzi9/+UumTp0a8vyUKVPChtxYrVYAdfuWlha2b9/OXXfdRWdnp7qdx+PB6/XS3t6OwWAgMTFxxO85mv2HYzAYRtQJiGQSMyxEZBludi64wy4zeGcPmeERQgxnUncC3G43jz32GM3NzTz++OMhC4IVeXl5VFVV4XA4QhrUhw8fVp+HQGy+z+fj+eef5/nnnx/yPnfddRc33ngjd99994jfczT7F0KIM2G42blwHXaZwZv8pEMnhBjOuHQC/H7/eLzNqHi9Xp544gkOHTrEQw89xNy5c8Nut3TpUkpKSvjggw9Ys2YNEBjdLy0tZc6cOWpmntzcXH7yk58Mef0rr7yC0+nk7rvvJjMzc1TvOdpthRDidBvJ7JzM4J09JCRTCDGcU+4EpKam8oMf/GA8jmVUXnzxRT755BMWL16MzWZj586dIc9fddVVAMyZM4elS5eyZcsWuru7yczMZMeOHXR0dPCjH/1I3T45OZkrrrhiyH7efvttgJDnRvqeo91WCCEmioSNnJ2kQyeEGM4pdwLi4+O57rrrxuNYRuXYsWMAlJeXU15ePuR5pRMAsH79el555RV27txJb28vM2fO5Kc//SkXXXTRmPc/mvc8HfsXQojx9Nvf7qCsrJaqKiPPP//diT4cIYQQp5nGPxGxPOKEHA4HN998M6+//vqkXxgshJgcvvrVzRw82MRFF83g3XfvHfP7yIyCECcm54g43Ubajhz3hcE9PT3s2rWL2tpaenp6KCws5Bvf+AYADQ0NtLW1UVhYSGxs7HjvWgghxAkENz4gNA3od76zhJKSAyxalMuzz344pgZKZWUjmza9j8ViUx+Txk5kkwbpmSeLtUWkGNdOwD/+8Q9+85vf0NfXh9/vR6PRhKTAtFgs/PznP+fee+8NCdcRQghx+g2uBRD8/9vbbaxevZAtW/bQ1GSltdV6wgZKuMZjcXE5NTUtzJiRyrJl+Tz33A52766lutrI73//XWlwRiBpkJ55slhbRIpx6wQcOnSIp556CoPBwPe+9z0uvPBC7r///pBtCgsLMRgM7N27VzoB4pRIY0KI0QvX+AiuCxAbG0NTk5XeXhdVVU1UVjaGnF/B5134xqMGnS6aBQtyKCzMpaWlC7vdxf79DeprpcEZWaRBeubJYm0RKcatE1BcXIxGo+HRRx9l1qxZYbeJioriggsuoKGhYbx2e1Zbv349Wq025LFVq1axatWqCTqiyCGNCSFGTzlXlIb8PfdcrT7X2tqF2dzD4sUzaWnpxu3up6ysLmT74PMuuPGoNPCnTDGQnp6IyWSjsrKR229fwubNpbjdHjZtep9Fi3KJjY0hIyPxDP/lYjjSIBVi/FVWNlJcvA/ws3bt4og9x8Z1JmDu3LnDdgAUqamp1NbWjtduz2pPP/20LAwehoxeCTE2w3Wgq6qMNDVZWbx4JgsW5AD+Ezb8gxuPGza8QWlpDdOmBToAJpONsrI6tZOxadP7VFU1YrM5iYmJpqLCSHu7TWbyhAhDZronv7KyOkpLPwcgMzM1Yr/HcesEuFwukpOTT7pdb2/veO1SnMNk9EqIscnISBwyGl9cXM6hQ20AtLR0YzLZWbGiIOQcG9zwD6UBICsrJaQDAYG1Bl6vD6/XT1ZWMvPn59LaapWZPCGCnDzUTkSaE3XWli3Lp7W1i+BrYSQat07A1KlTaWxsPOE2fr+fhoYGMjIyxmu3QgghRqGiwsjRox1UVBiZPXs6ZWV1HDnSjsfTT3R0FHPnTue889LVG5fS8K+sbFSzBkFo1p+1ay8deHc/RUU5VFQYee65DwHo6nKQmmpg1qwMVq68kIoKI2azjYKC6RF9cxTiTBpuxk1ErpN11jIzUyJ+NmfcOgEXX3wx77//Prt372b58uVht/nrX/+K2WzmS1/60njtVgghxKj41f8WF5dTWlpDfLwOjUaDx9PPp582UFPTRlWVkR/+cEXIOoJwmYWUTkJxcTnvvVfN9u2f4fX66Ovz4Hb343b3k5xsYM2aS6ioaGTbtn8SFaUdmDEYPxJCISaz4ULtROQ6UWdtsszmjFsn4Jvf/CZ///vf+fWvf82xY8e4/PLLAejr6+Po0aPs3buXbdu2kZyczNe+9rXx2q0QQohRWLt2MZmZgRSegYVrkJ+fQX5+Bi0tXZjNvRw+3MaBAw1UVzeRm5uKw+Fh7tzpahjR7NnTgcE3Pw19fR6iorTMnJlGfHwM5eXH8Xr92O0uqqqMaDR+oqK09PW5qaoKLJwbrxvkZLnpCjFYuA7s1q3llJQcYPXqhdx00+IJPkIRzok6a5NlNmfcOgFpaWn87Gc/4xe/+AXbtm2jpKQEjUbDnj172LNnD36/n+TkZB566CFSUlLGa7fiHHKikT4ZBRRiZAoLcykt/Yx1615h+vREnE43VVVNrF//ZWbPns69976GRgN+PzQ1ddLYaEGr1dDZ6SAjI2nYRb1FRTlUVhrJykrhmmsupKTkAHp9lDobsHv3IWbNmk5eXhr19Sa8Xj9fzEqcusly0xVisHAd2JKSA+zffxxAOgHitBnXYmFz587lv//7v/nb3/5GRUUF7e3t+P1+0tLSKCoq4tprryU+Pn48dynOISca6Ssrq+Pttw+wZ88RHnjgOukICDGI0lHOyEjkxRf/QVeXg9bWLlwuDxZLLy+/vIdrr51PTEwUublTsdtd2O0unE4Pen0Ma9YspLPTwd69R+josLF9ezW3375E7RBUVBhpbrai0UBp6Wf885/H6e/3ER+vx+Fw0dfXT3e3gwsvzMLvDywiXrt2/Bo3EkIhJovBg1bhOrCrVy8M+e9Y3ldMnMkyMzmunQAAg8HA1772NQn5EePuRCN9y5bls2fPESyWQGrCSD7phJgIwQXBDAYdAJddlsennzZgszlxONxkZCRy440LaW21UlPThtVqp62tm+XLZ3P//dexYcObGI1W3O5+mpqslJQcoK/PM7AHP319HurrzbS2dmO3u/H7feTkTCU9PQm320NysoGWli48nn7S0xPVOgRyvopziXIutrZ2ha3ZAYHRf2Xh/uCifSd7X5BzaqJNlpnJce8ECHG6nGikr7AwlwceuE69oAohAoJnANLTE6ira2fhwvOYMyeD/fsb+cpX5rFz52E6OnooLf2M+fNzKSrKBTSYzT0sWXIBRUW5PPvsh5hMNqKiNMTEaMnPz2D16oXqTEBtbRuVlU04HG5sNid6fTR+v5/582fwwx+uoKysjurqRj766CixsTGYTDZqaloBabCcKTJSPHGCz8PW1i4KCqYD/pDF9oO/m9E26idLw/NsN5nOszF3Amw2GzExMcTGxo555319fXg8HhITpXpkOFIxeHQkHGB4kXJRipTjOJcoDYkVKwpoaeni2DET8fF6entd7N9/nIaGxIE8/j7q6jqoqGhi5coLASgvP86MGamYTL1UVhopKprB1KmJtLd343C4Q9YGlJXVodNFU1iYQ1WVEafTQ15eWkiGoe3bq3G5+omJiSI9PZEFC3KkwXKGVFY2smnT+1gsNgA17aucj2dG8ExcX5+HFSsK1JoAGRmJPPTQNurrzWzb9ilXXHEBa9cuHrZRP/h7C/734BkFcfoMd/4EhycHD5RE4jk25k7At7/9ba6++mp+9KMfjXnnv/vd79i5cydvvfXWmN/jbCYVg6XROF4iZZo4Uo7jXBLckKiubuTQoTbsdhdXXjkHgOzsZGpq2sjKSqG2tpXm5k4++KCajIwkzGYbTqcb/8D63bS0JO69dx4lJQfo6rLzzDN/Y9u2/fz61/+qFiErKgqk/mxqsqrHUFnZyIYN2zh+3ExOTupAI+dS+Q2cQcXF5dTUtDBjRiAz1Nat5Wza9D59fW5aW7vkuzjNlOJRZnMPiYk6WlsD58c991zNs89+SFOTFbvdhdHYT0dHBbt21bJmzUL0eh21tW0h98HB11G5rk6MwWmTle8oIyMRu92N02kJCZmMxO9mzJ0Av9+P3z9+mR2ECEcubuPjTE8Th+u8VVY2qtPgMvp75gQX+0pLSyInJxWr1UFnp4M///n7PPvshxw9ambBghz++c8GfD4wm3vRaDRoNBp0umji42PQaBIpKspRM5U89NA2HA4XRmMnZWV1tLZ2qUXIiopy2LXrMF1dDjXu//hxM3a7i/z8C9i48Zshxyid/dPPbO6lr89DVlYKhYW5bNr0PiZTz8Bss9zLT7fa2jZ27TqMVgs5OVOprz9OZWUThYUzKCrKZfHiPKqqmgAGZtm62bbtABkZSersgbKGICMjUZ1JAAkDmijBn3vw6H9e3lTi43XodNEkJurIy5sasd/NKa0J+Pzzz3nmmWdO6fVCnIgyupiRkSgNhVNwpkOlwnXeysrqqKlpZcWKAvn+zpDgc0b5/OPj9VitDqqqjGzdWh7SMXO53Lz2Wjnx8Xrc7n5mzcpg1qxpVFYaAdT0oNu2fYrd7iIqSsvChblkZCSybdt+zGYbe/ceBfzEx+tIS0tUb37bt1erswMbNrwJ+Fm7drFaaKy0tIbWVqv8Nk6TtLQEkpLiSEtLAGDRolxqa9s4//z0UWVpiqTrcCQdy8m8/PIejEYL06YlsXr1QkpKDvDPf9ZTXd3E3r1HmTUrg64uB7GxMcydO52mpi6WLDmf885LJyMjkfZ2G62tVnbsqKGgIBOA5577kLS0RNauXSxhQBNg8H11z54jGI0WenqcXHrpTABqatqYPz9yQ5VPqRPQ2tpKa2vrKR2ARqM5pdeLs5NycW9ttdLX56G93UZ7u01mBSYBZcQ/PT2e6upGNmx4g6Ki3BHNAkymm/pkENwZUz73jIxEXn55D01NVrZs2UNMTLTaMSsszOX++6/j1lt/z/79x8nPT0Cjgfh4HbNmZVBX105x8T58Ph+gwWDQkZ+fQUnJATo6eujv93H8uBmn001aWgKrVy9Uv8fHH19DWVkdu3cf5q9//Zz4eB2ZmakDzyv3AbkfnKrhZuFAw8qVBWqDX6/XMWVKPNHRUaN6/0ianY2kYzmZrKwUDh9uIykpDoC8vDQ++6yJ3l4XTU1WDAY9sbExpKYacDjcaLXQ3NzNt7+9JOR7VO6LpaU1dHbaiY4OrBuM9L//bKckJ1HW3SgFGSM9WcmYOwEbN24cz+MQIoRycU9PTzhJlVIxEqfauB7N65UR59jYGI4e7QCgvt6iLoY70esn0019Mgierq6tbeODD6rJykohKysFk8lGVlYy8+fnDjmnVq9eSE9PIG1oeXk9Ol00CxbksH17NU6nG61WQ1ycjqysFKqqjLS1dRMbG0NiYixmcy/t7T10dTmoqDCq4UNKJ2P79mq8Xh+xsTp1v2vXXkpmZoqc2+NgpLNwwXHLg9Mqn2jhaSSFnkTSsQxH+eyuueZCentd1NW18dBD29BoNKSmxjN1agKzZmVwzTUXUlFhZO/eI9TXm4mNjcFotLBp0/ssWpTL/v2NLFqUq3beDAYdNlsfgdwh0nk+VSO5x51sm8FZCoPPP+X5SDPmTsD8+fPH8ziECKFc1FtbrZhMvWoYQkZGIsXF+yguLldHtGTk+OSKi/dRWvp52AWAIylPP5rGefCIc0WFEfBTVJSrZkg40YV0MtzUJ5Pgm9D27dVUVRn57LNmCgoyiY6OYvbs6epoVfD2N920mPZ2G2+/fYDs7FQKC2eQkZGIwRBogGRnp3LxxYFt9+07jk4XQ0KCjksuyQNg794jWK0OwsWa3377EvX3FtzAdLncbNr0/gl/h+Lkwp1DwY8pn3d1dSPd3YHwE5fLzbPPfqhuNziL0OBijJESehLJGeGCR+1ratpYsaKA1asX8vDDb2G3u9BoNERHR5GXlx7SAWhosBAVpSU3N5WGhk5cLg+1tW2YzTZqa9vIzZ2K291PW1s3fr+f1NREdTG+GLuR3OOKi8t5771qtm+v5vHH1ww8tg+zuUcNywJobe1SQ7UgEBJ0ovedSFInQEyYEzUGlX8/99wOPJ5+Nad48OhyZmYqgIwcj4h/0H+/8PLLezh4sImeHuewja+RNs4HdyjCvd+zz34Y9juTUKBTc6J0dTt21GAwBBaqeb0+mpu7sNtdvPZaOX/5SxVWq2NIB1H5rhsaTLzzTiVbt36K1+sjKSmOVasKychI5LnndqLRaNQsJsG/D7O5Bwj8JpTO4Nq1gQJIS5bMAgK/hdZWK/v2Hae52YrL1Q8gnYBTELwQPHjthdJwV84/j6dfTQ27f38jZrONPXuOkJCgp6amhdRUA62tViorG6UY4xgoHadA2twZamd7ypR4oqK0REdH0dfnoaqqkePHTTQ3d9Hf7wUgN3cqUVFROBxu9d92u4tp0wIz49HRWmJjY4iK0pKQoKO93SbXz1M0snucRi2IuGnT++TlTR0SlgUatm3bT3+/j4QEvTqIEqkDW9IJEBPmZD3vsrK6gcYDLFiQw4IFOTQ0mNTFbMpIs2SbGZ5yYygqylVjFIMfX7Ysn6ysFI4e7SArK2XIc8r3MtIRty1b9lBd3URbWxcVFUaOHGnDZOpl1qwMNV988GLvYBIKdGoGj9bCF6NUgcJEUFvbTl+fR1142N7eTVtbN3p9NIM7iMp3vnTpzzGbewGIitKqjcPt26uprzcRExPN/v2NPPDAdRQW5rJhwxuUltYwbVoiJpOd+noLR4924Hb3U1nZhEYDbnc/MTHRmEw2iopySEtLxGq1k5ISz+rVC8/o53a2Kiuro7RUSb6hUbPKVFcb8Xj6mTt3On5/IFZ9zpwMtm07gNNpITnZMJARSk9NzRepKfPy0kKynEij88SCO07K2pfa2jaSkw3ExETT0tKJzeZCo4Hubideb+D802jAbneRm5vK1KkJ6iDYsmWzAdi3r57UVAPXXz9fnWHNyEhk06b3MRotfPBBNYWFM9RF92JkRnKPKyrKobLSiMPhxmKxkZeXxsqVFwbNfGoAv7q2Q0mw8MXap8gjnQAxYU7W81byKgdGsgI5xW+4YTNms42kpFhKSg5gsdi44YbQsILBN6Vz+WYVXCgqeAo/ODzohz9cEVK0aXBjvLKykeLifQRncxlM+Yzj4nTExESri059Ph8aDbS2drNgQQ6FhYGblrLYO5iEAp2awaO1gNoIvO22JQOfa+AmpUxb33nnH2lv7yY+Xg8EvsfB586MGSm0tHTi8/m54IIMrrjifLWugN8PFksvVVVGHnpo28AUeSA+OSsrhfnzc9TO+t69Rzh8uA29PrC+ICFBj8lkIy0tgXXrVpyz5+jpoCzOLyqaMRCSEKhM29XloL4+UCwuMTFOXesBqCkNs7OTKSycwZQp8bz7bhXbtu2nqsqI2dxLenqCGrJVUWEcNsTwXDPcwImSBUgZ8Ghvt9HcbKW316WmWPf5QKPxo9NFcd55adjtLvr63NTWdpCdncqxYx1YLL0cORJLfn4gg5DH4wU0agegpOQARqMFnw+am62YTLaIbnhOVu3tNrUgYkDgWrp27aXq969UTlc61zt3Hqaqyjjk2hoppBMgIk5weXVlsWBhYS5bt5ar8ZJdXU6OH7eQmBirXmCHa7xWVRlxu/vVx88l4RrWW7eW8847FdjtLurq2ofcvAa/JnhEMdyNJbgS6SWX5BEdHcUnnxzF6/URFRVY/DZ3bqYaWjDcTEAkx/dOBoMXpQFqJzojI5GysrohBboeeOA6SkoODISAtA0J9Sgrq8Pj8XHrrVeo56Jyk/P7YePGNTz33A7++tfPqK83q/sIPm8hEN6zYcObWK1VzJiRqs5UBP/2pOM+fsrK6ti3r560tETWrfti7dSrr+7F7e4fWMQ9NH95dXWjWjG6tradurp2fD4/ra1dzJo1jbq6DpqbA2le8/KmDrzqzNUYiNTfxXCzmO3tNsxmGyUlB5g9ezoZGYHq3D6fj5ycKfT2uvB6fQOzYAZuuulSli3LV+9bXV0O3O5Agx80pKUlkJJiYMaMVJSOXWxsDGazjZycqaxevZDS0s9paekacn0Vozf49xZcEFHJVlhcvC/keldWVkdzs5WjRzs4cqSd1tZumputERtGJ52ACLZ+/fqBQi5fWLVqFatWrZqgIxpfyoVTKYAyuBqicnFTwhtKSg5gs/VhMOjQ66NxuTz4fD41A8lwjVe3u5+CgqyTLko9G4VrWJeUHMBqtQOBAkKDb17Br6msbKS62qimiAw3Sl9WVqeOQk2ZYgDS6Orqpb7eQkqKgfXrv0xp6ee89lo5775bxZw502losIRkjplMIvk3FLwQeNmyfDZu/IZarbe52Tpk1FZZtxH8NwULPqeC39tksmEyKTMOfqKjo5g2LTFsgx6UFJVw/fXzQ2aThvv8JDRsbIIHUNLSEtXsMspiXqVhmZJioLz8ODNmpIZ8H9u3V+N292M297B/fyM+X6CB73b309ERCN2aPj2Z1asXMnv29JAQwzMhUn8Xw81iBs/OFRfvo77ejNvtwefzo9Vqyc2dSnt7DzZbH/HxsSHnjzK40tPjRK+PZtWq+axcOU/9zGtr26ivt7BoUS6dnYFF+LNnT6e93YbJ1DtkplWMTPC1cHD9kuBOXXZ2Mu3tPURHa9m3r15tp2RkJBIVpcXv92E29+L3+4mK0kZsp0w6ARHs6aefxmAwTPRhnDZKuE9VlZFPP60HCOltZ2cn09BgUVPYLVoUuDDGxAQWRaWlJeD1+jGbe4YUHwp+/+DHh1uUerYK12ANpJurR6PRkJ+fHjZFpPK6qiojZWW1REVpMRj0FBeXA6Gf3bJl+WohqF27DuNy9WO3u4mNjcHn81NRYeTjj4/R1+fB5fLg9/vxeLzqwtHhjjNSRWpDBEJnZYCQkaneXtew09LDzcKEezz4vAr8fyt6fTQ9PX3U1raFfZ/i4n28916V2ugMPt5w37uEho1NcPhfcM7ysrI6amvbaGnpYtmy2XR32ykvP47H41VDxzZtep+uLgfZ2alUVTVjNttISYnjvPPScLk8zJqVwbp1K9T9zJ49/YxnCYrU38XggZPg37QyO9faasVotOD3B0Kv8vOnMX9+Di6Xm/37G9VsWVu3lvPyy3vIykpR18fU1bWxbdsBADo7Hep1uK/PQ2eng/p6c0hueoi8z2iyCL6+gwa3u5+qqiZ1gfz27dXU1LSoyTR0uig0Gvj446Pcd99rzJqVQW9vH319gRm3qVMT1cXbkUg6AeKMC75IZmamqNPWykVLiRlvbu4OqTqqZFYIFCXqYd68bKKiovD7NUPCVZR9DA5/ONcukMpi0eDFYp2dDgwGPTNmpLJy5bywFyfldZ2ddqKiAp2u4WJNCwtzycpK5siRDgyGGBIT43A6LWpWBPAPhAZpB9JLplBX10FdnYnKykZqa9vYvLkUZdIr0hrWg0Xyb+i553awb189OTlTyMhI5NlnP8TlcpOSYsDl6qe+3kRx8b4xfcbB5+3Gjd9QHzObe/F4+nE4XJSUHBhmdsdPX5+Hpiar2ugMTp8IUFvbpmaWUmqCiNEJTs9bVlZHdnYytbVt/OUvlbS0WOnqcmCx9GK3uwA/iYmxtLZaKS4uV0NKEhL0VFYa8Xp9JCdHc/HFudTUtJGensjPf/4u+/c3EB2tnZDqzpEWMhiuE6ukkdy27VPy86eFpI5U6qXodDHMnp0BwMqV87j//uvU99u8uZTGRjOffdZMenoiDzxwHevWvUJ7ezfbth2gu9uBzdZHVlYKK1bMBfwYjRacTg9VVUaWLcuPmBSuk0lwqmIlXNXlcuN294fMqC1YkENHh42oKA0ej5f8/AxaW7twu/tparLi9wcWdvt8fjweX9jMaZFk3DoBra2tZGZmjmjbjz/+mMsvv3y8di0mmeGqmCr5/4uKclmxokAtla5cYGtr23A6PQMjyoGMCR6Pl+5uJ/HxenJypqhx54On8RSRdhM53ZTp6JqaFrUBHxzDW1HRGDaHsfI6p9PN7NnT1YWAyujvYF1dTvr6PIBGXQynFLZxudzMnJk2UF12Gmazjfp6M1arnbKyOj74oBqj0cK0aUkRe6EMFsm/obq6dvr63IBfjVmNjY2hq8uB3e4KmwVoOIMbOMMVoaqoMBITE01aWtKwmX0CjaDAomSlQ//224HwPo/Hi8vl5rnndlJX105raxff+MYlETvbEsmU36Yy49ne3oPZbMNi6UWjCcSVt7V143b3Ex0dRVpawkCdh2guvXQmRUW5PPfcTvx+PxoNuFxu9uw5ikYDe/ce5ejRDjweL1FRGszmXrW2wJn6jiJtxjD8rGAgjaTRaKW1tZuoKC3vvFOp3qOmT0/G7e5n//5G+vo8IeGwZWV1aLVgMAQSLICfwsJc7r13pXpNfe21crq67FgsvWRmppKRkciuXbX09bmprDRGbOx5pAqu57Bv33HsdjcJCToqKozs2nUYh8ONwaBTZ9SUNU9KwgOzuQeDIYacnClAYHYmPl6P3+9nypR49HpdRHfKxq0T8OMf/5h/+7d/Y+XKlcNu43K5eP755yktLeWtt94ar12LSUTJWpGeHk9ra2CB2T33XM2zz37Ie+9V0d3t5J13Kpk7N5PU1Di12EZlZSMlJQfo7Q2kUtPro8jPn8bHH9djNvfS2Rn4X2trF5mZqZjNvfT0ONXUhueyvLw0EhN1QKD4WlFRLvX1loGQEQ0FBV8s2lWmo5WYx9bWLtraugHU0d/BKisbOXrUhM/nw2SyqVmblNzjdrsbrRasVgeHD7fS1+dh+vQU3O5+tm3bT2xsIB3hxRefJ4tDT1F+/jSOH7dgsfTS0GBSw+pqa9uIi4smKytQW2MkmSoGN3DCLegOF3IXTriO0549gcqoHk+gQaTRaNBoQKPRRPRsS6RTrrEFBdNJSYnFbO4hMzOQqaSlpZu6uraBTE/TmDt3Ou+9V018vA6zOUUNH9Lro5k2LQm73UVjowWtVktCgp6srBTsdhfZ2anU1bVTXl5/RrMDRVooXrjf6dq1lwJf1MnYv7+RtrYuzOZe2tq6+fKXL2T+/Fx1kKuqSsmyFLg2JycbyMxMITU1Dggkcmhvt6kpeAFee61cTZO9ZcseursdTJuWxBVXXCDnzCgF13PQ66NxOt1MnRrIqKXVQlZWKmvWLKSz0xHSZoFA1MJ771XR2+vCYIjB4fCg10dz8cUz1YGz4HtrJBq3ToDf7+c3v/kN+/bt45577iExMXQRRG1tLU8//TQtLS1kZWWN127FJKNkrQj0ti1qaMmyZfl88EE1FksvZnMve/ceASA5OU4tCmY220hIiAM06HTRNDZa6elxAIE0a729LhITPSxblk9VlZH+fh9VVU1s2PDGOZszuaysjpqaVlasKACUwmoaNed3UVGO2mgHDcXF+9i+/aC6eNBksuH1+tiyZc+wi3iLi8vp6/OQnp7ErFkZHD9uJi0tUZ0RsFrb6OlxotEERsgC6wFsataRiy6awZo1izCbe/j+9/+oTp9H2g1/Mli37moOHmylvb2bPXuOkZGRRHNzN3FxMej1McyalRE2C1A4gxs44VK7nsqsSF5eGi0tnTQ0WKiuNjJlSgIZGcmsWiXV6E+Fcs4XFGRy+HAHXq+frKxUfv/7O9SMaUqF06qqJlyuflJS4mlp6aKjoweNRkNe3lTi4/XYbE60Wi05OalcccUF6nX03/7tJbZvPzhQIOnMZQeKtM5h8CLeZ5/9kIyMREpLP6eurp1ZszK45poLAQ379vmxWu3o9VGkpSWFjAwH1rOBkvLTZAqcX9HR0zCZAot/gxNk6PU6cnOnsnz5HNrbA7OqdruL/PxZbNz4zTP/IUxywYu3lYrnEBjFz8mZqi68VhbVK4uxd+48jMGgIzXVQHe3k85OBzExUeTlpbF69cKB66R/xNfbiTJunYDNmzfz1FNPsXfvXmpra/nxj39MUVERfr+f4uJi/ud//gev18uXv/xl7rrrrvHarYhwyqiyEhqiZK1wOi1MnfrFOoDCwlw2blzDvfe+RkODBZ/PNzDtHKVeWPX6aG65ZTH79zdSU9PC55+30N/vxWCIITnZgM3Wp44mp6cHOqGtrV289171OZEzOdzIefBNs7a2jdjYGEwmG2ZzLwUFmfz3f++ivr6DuDg9Hk8gVZ3H4yUjI5ns7BQ6O+34/X7sdtcJRjM0xMREkZQUi0bjJy9vKmlpicyePV1dnFhVZcTl6mfKlAT6+71kZ6eSlKTH4fBw5ZVz2LXrMIcOBcKSpkyJlwVuYxQcOpCdnUxzczeLFuViszlparKi0fhZsaJgRJ/p4AZ+cOhecBjIWGZslIZqb68bl8uLy2Wnp6cPnS6aXbsO09lpZ/fuWl577RPuvXflpMwiNVGU76mqyojFEohdXrToi2xMX6zBaeXCC7Po7XWh0WiYO3e6+v9nzZpGTU3LQAcgmR/84MqQ76ClpQu/309qanzIQu/TLVJD8YIz2h040EBPj5P6ejOtrV3ExESTkhK4P6WmJgD+kGtpcEpd+CKtb3AhMKUOgFKjIT09ge3bq7nyyjnk5aVRX2+mrq49ZBBluM9JZli/oHwWgWQZjRQV5VBR0agWO1QKIdbUtKij/VVVRvbvr6evz4PBoGfNmkXEx+upq2snISGW229fooZiFhRkjvh6O1HGrROQnZ3NU089xauvvsqbb77Jz372M6677jqOHTvGoUOHSE5O5t///d9ZvFgu5ueSkpID7N9/nIYGCxkZSWrWiuB0hMENis2bb6GsrI7duw9z4EAjU6fGU1HRqFYO1ut1PPDAdRQX7+P99wMzB7NnT2fhwvNQQhKUdIRpaQm0t/eQmho/pOFyNgo3ch4cu93aasVsttHa2qXG+B4/bsbl8tLfH4jNVkb8pkyJZ+fOw1xyyUyczsDiqOLifWFvHkVFOezadZiOjh7sdjcXXBAYwSorq+Oee65Wvy9lJMXnA5/Px6xZ08nMTKG11UpTU2CaVdl/JF80I1G4FJ8NDYFR9ry8qepitsGjkKMxON5ceWwsMzbKcf7lL5Xq7zEpKZa+vsDiugULcvD5oKXFyubNpcyePf2sPW/Hm/I5bdv2KU6nh7i4QENGaXiWlBygpcWKwaBj5coLsdlc7N9/nOnTk1myZBZvvXUAs9lGWlog1aHVaufll/dQWvqZ2sD8zneWqBlsamvbQn5752IDM7iDnJio5+OPjw5kSXORn5/MoUMtOJ0uHI6YISPDgzs24UIiV69eyMsv76GmpoW8vDRsNhe1te0kJsbx+ONr2LTpfWpqWti9u46kpLgTDnrJDOsXgjtvyixnILzYjlarYcWKuRQV5dLT4+TIkXbsdhd+P2i1gYGvlBQDRUU5rF17qZqGuaLCqIaETYbzYFyzA0VFRXH77bezaNEiHnvsMd5//30AioqKWL9+PSkpKeO5OxHBgnvYQMhMQPBNYsOGNygtraG6ulFNVXnPPVeTkZFIc3MXNlsfe/YcRavVEBenU+ORMzNTuOSSmezbV09Hh43duw+TkxMoXqNUw42K0qDXRzNr1jS1Z644G29Uw42cP/fch+zeXceCBdmkpSVSU9NCX59nIL47aeDC5sfl6mfWrAw2bvwmN9ywmYMHmzj//HTy8zNoaenCZLJRU9MKDC2IE6g2GkiV1t/vVdd8KA2P4LzXRqNFjblURkuuv36BGqJwrqZzHYvgRW3KAu8PPqjm4MEmkpLiiIrSUlXVxO23LwkZbQx+7WjPg8G/s7HM2Ci/idbWLg4daqW/34teH8OSJRcMbOFnzZqFbNt2AK2WiJ5OjzSVlY089NA2jh8PFFZMSIjDaLSwYcM2srOT8Xr7SUqKxev1U1HRqC7mDsQwN2Kz9eH1+khLS2Dx4jz27j3KZ581cfBgE6mpgVm6e+65Wr2mlpQcUBe4Kqkq4cyds5Ewsh3ckL/ppsVs3VrO5s2leDxebDY3Wq2WmJho5s6dzrJlc4dNyTz4bwhO+ZqVlcLRox2YTLaQ76y2NhBumZ+foa6jO9H7ywxrQPDaGWXWRUl5DNDe3sPevUcBuOqqOdTXm3A43ERFadBoooiO1tLX56Gk5MDAeo0ZNDdbqaoKdAIieTFwsHFPEWq323nvvfdwOBzqYw0NDdTX17NwYfjMEeLsE3zx+vOfv68+/uyzH/L665+o0/xKHt6PPz7G3/9ey/PP7yI7O5XmZitut4eEhDhMph66u/vQagOpQIOn2rKzUzlypJ2uLjsmUw/33fcaXV1OTCYben0UGo2W7m67erIrGRjOxsZl8I1ICcNavXohLS3dOJ1uHA4Pt99+KT09TrxeHy5XIJtPdLSW7m4nfn+gfD1Af78Przew0NdotOL1+rDbXWFH6ZUQr/5+L9XVTXR02EhONqDVtlJfbwlZ0KasRVBCCIqL93HkSBsmUy9OpwebrY+qqiYef3zNsOEn4gvKbzl42rmqysjhw21ER0fh9XqprzdTUdE4JF54rOdBuJHLsX4va9deitlsY//+BuLiYpg/P3cghC9QU2DNmoXs398YsYV2Io3S0a6vNwOB0LrgEMqjRztISoojJ2fqQOy5hptuWszs2dMHzsV24uN1OJ1uIDCbGhWlxeeDqCgtM2akhpyXgSxDWgoKpgN+dQbhdDUwwzWWI/F6XlFhpLvbgVarITPTy9KlF5wwTCfc3xDcSFUW4CclxZGenhhS5E9JH7p48fmsW3c1xcX7eO65D0P2F/z+99xzdcR8ThMpeL3c4HDDqqomDh1qw2i0YrfXcMEF0zAYdDidHvx+H253PwaDgagoLUZjoI5RUVEuu3bV0tXlmFSDFuPaCaiurubXv/41ZrOZvLw87rvvPnbv3s22bdt4+OGH+epXv8p3v/tdYmJixnO3IgINHm0IrmTp80F7e7fag66vN1NVZcRud9HT06dm9NHro/nSl3Jpbu4eWOjrZf/+BlauvDAozs7P0aMd+P3gcnkxGq243f34fD7cbtDrtRw61EZtbQfXXx9YcBh8YT1bKWFYAFdeOYfOTgdXXhlYSOZ2B4p5ORwuPB4vfr8fr9cLQFVVMytWbKKpyYrX66ery0F0tBa/Hzo6bNTXW4bsS1kw6vEEiqNERWnRagOLtZW0asqNSKkJoaivN7NvXwN9fR6iorRER2vVXPLKSMrg4lcQGaN/kUDJ2DNlioHqaqMaJ9zb66KmpgWHwzOweFMz5LUTPSIYvF4IAnHmGRmJtLZa6evzUF9vprPTEdGFdiKBsthXWaBrNtuYOTMNh8OF1eqgs9OuhuQps21FRblqyl/lXHrvvSq6uhzEx+vJyppCTEwUoBkySweBxaxVVUaam63odNEsXz5noO5L6mk9J8M1lifqdzw4BC/0euQfGGjx0dBgYfnyJcOODA9u7CuCG6nK36qkplSKYwJotZCSYqC/38tDD22jqSlw/gSHBYXL7HWuC/5MBt9Pbr89EO7m9fqIjtayaFEgJMjp9JCYGEtcXIw6aBUTE8X27dVkZqbgdntwONy4XO6J/vNGbNw6AS+99BL/+7//i9/vZ82aNXz7298mOjqamTNnsmjRIp5++mneffddqqqquP/++5k5c+Z47fqstX79erRKBaUBq1atYtWqVRN0RCM3eHQweGZgzZqFvPZaOf39gYbn6tUL1dHpurp2nE43cXEx5OdPp6Wlm6uumkN8vI6Kika0WtRpO6X3bTb3UlfXTlpaIqmpcRiNnTQ1dZGdnUp0tJZDh1ro6+vnyJH2sA3Rs9Hq1QvV9J6HD7eTkZGkFiwJ5P8PFPPSaBho6EdhsfTS3GzF5/Oh0WjRaMDvh8TEONLSEnA6PdTUtFBcXB52wahS+TK4PkDwKG5GRiJ2u1utAF1WdoiPP65Hq2UgbCGQG3v69GQ1lKisrC7s6GIkjv5NBKUDtnPnYaqrm/B6fQA8/viakEafEqMabKIXWQavF1KuBYG8271kZiYDGjye/pAEAmIopQHf1+dh+fLZ3HjjQjIyEnn55T1YrQ6UDmBmZkpI8URlRlUZnAn8dvxMm5bID35wlXqdVfah/P8NG7Zx+HAben00M2emUVg4Q208ne7f00R3XIMp16DW1i4qKwMdoupqI/Pn54Tcl2bNyjjh8YZr7MPQvzV4TU5p6efY7S5iY2O4+OLzSE9PoLS0Bre7n5QUAxoNIfsNl9nrXBeI/w+ktM7LmxpSL6eiohGTKRDm2tnpprPTrob7pKUlsGDBDN57rxqvN5DApLa2Hb8fdLoYrFYH+/c3TvBfN3Lj1gnYtm0bU6dOZf369cyfH5ribd68efzmN7/hd7/7Hbt27eL+++/nzTffHOadhOLpp5/GYDBM9GGcsuCRDiXTgdfr4/PPW1i37hXmzcvC7e5X00ru3HmY889Px+l0q4ufli2bg9XqCKkerHQq5s/PwWTqZfnyOWrNgbffPkBUlJasrGQaGy309fVTU9NGSooBvT46ZIR6sgs3Kn7TTYvVRpbf71dHkAoLvyhjrxQ7Uabxd+ywEhWlIT4+jpQUAykpBqKjtWRmpnD8uBmPp29gj6GjysE3p0BoR6O6DyWjxd/+9jnp6QlqBWhl3x5PILtTSkocDoeL7m4nvb0uenv7hmQIOtEN8lwVnAnm889b8Pn82O1uamvbyMxMoagoZ9gb/0TPpihxzYsW5VJb205LSxd1de0cONCIRhOIw1XWCZ0N5+npsmxZPtu3V1Nfb6alpYuVKy+kpCRQWbagIIu1ay894Qi6ck32+XzExuq44ooLQsIjgtfmABw50obT6SIxMRalCvmZ+n7CdTQmakDgi2w+VpqbA6PvSu2EGTNSWbBgBvX1Znp7XSN6n8HXssHpR5XzQAkNevfdCkymHlpbu/jhD1cAGszmHlpaAsXgFizIAVBTl0Z6lpozLTg1aF5emlovZ+vWciorm3C7+4mP1+F296vrqoLr61x//QKUVKL793+xtkYJw4WJv8aOxLh1Av7lX/6FdevWkZCQEPZ5g8HA+vXrWbx4Mc8999x47VZMAsF5q5VUZykpBlparDQ3d9LZ2YvP56Oryw4ERoUbGiwUFeWQmBjH6tULmT17OvBFY1BJd5mRkRjynPJfpUpuIPtNPwBWq52dOw9z1VVzSEtLivgiHiM13E1QuRD193upqWnBZnOqnxV8US1YqSGQkKBnxozpLFgwQ338nnuuVhca9vV5yMtLGzKqHBzqpddHU1PTMhCTmoTT6cFk6qGsrJY1axZx440L1U5cUlIc0dFRXH/9fA4daqOurh2NJpA5yOdjyCLyYBM9ih0pghsK6emJagamzZtLSUjQMXVqYkiO8eDPTFlAfyaLPQWbPXs6S5bMYtmyfPR63cC6EDder29gVFqj/laUv1UMVViYy5VXzuHYMZPa6VbO1QceuA4IHwKp/HY2bHiDmpoWtdjU4JSfSqOztdXKlCnxA2uHNPT3eyktDdQdgYlLtjBRAwLK31lcvI/Fi2eSlhY413bvrqOpyUpWViDFckuLleLifcN+Lie7lg2+viv/M5t7+NvfamhstFBa+hmZmSmYTDaamqzMmBGoJKyEUt5ww8JJs1D1TFEGxJ57bsdAXaLAzOOuXbVYrb309fWzcGEOBoOepqZA1h8lrO7IkTY1vbWSsVC5Di9ZMku9z06GGetx6wT813/914i2+5d/+RcKCgrGa7diElBi7wL56W3k5EwlL28qu3fX0tHRQ29vH15vIDvNl74UyHscrgLp4Iw0yvTmTTcN3U45WQOFr+z4fIHYSb8f0tKSyMxMYceOmmHTXk4mI7kJKjHWmza9r059KotJA3HYXSxePBMIxBQrszbKKFJvrwuXq5+srJQhn5PSmFy58kI1FWVLSzcmk51Fi86jtrYdjUbDlClfzGoNDiGKi9ORnGygsHAqdnugTPt///dOrNZAlcZwafMm83c23obLwKQUbAs/8+Uf9N8zK/gGGfx7aG3tpq/PQ1eXnTvv/ONA5hmrfNcnsH9/Iw6HG41Gg1brxuPxYrcH4pKHCzf5QqARHx+vH3ZUv77ejNFoweeDpKQ40tKSyM5O4fPPW9i+/SB1de00NFhO6/cUvPYh+DgnakBAOdeUIlOBmbdc0tKSMJt7qKtrx2q1ExWlxWzuGXNyg+ESJAQXBty27QAZGUm43f3q6yoqGkNCKc/16+Zwf//+/Q20tXWh08WQmZmCVgt9ff24XB4OH+7gyitnDyyi96tr27Zt24/TGbhWRUVp1d/94Eb/ZJixHvfsQCMxderUiditmCB/+9vnHDjQwPz5M9R41Tfe+JTubic6XbR6s3K7vezceZgXXrjjpBep4U6u4FHpzMwUbrllMe++G4iXzcmZQn7+tIGCIEYKCqZjNvdM6GjoeBjuJlhScoDy8mOkpBjIyEjk+HELn3/eTF5emjo1rITx1NS0Ehsbo6YPXbPmYjVmODY2Rl0gnJYWbqZPWZDYQ1paEitXFoSkXFMujPv3N9LX5wG++N527TpMbW07+fkZrFx5IeDHZOpl585DuFwe9PoYBocfTYbRlTMp+Dff3m5Tq1UG3+xKSg4MWRS4du3ikJCrM21wqJcyKq2kr21stA4UW4rCbO6VDFFBgr/zigojXm//wGJFNzqdDo1Gg9VqD4nlH+57LirKYfv2g9TXm4es9wHUdTnKQEp+/vSBdKJGDh9uxWTqwe3uJy5OR7gF6OOlrKyO0tLPAdQFr8N1DM6E4PVKSrrjFSsK2LjxGzz77IeUlx9Hq9UyZ8500tISx3zNCg63fPvtAyGzekphwOAU3Mpse2Vlk1q4UTnec/m6Ge7vLyuro7c3kBkvOlpLUlIs0dFa8vOncfhwB2vWLGTlynkooVYbNrxBUVEuy5fPpqWli7g4HQ0NFpTf/XDrOCLZhHQCxkNtbS07duygqqqKjo4OEhMTmTNnDrfddhvZ2dkh23o8Hl599VV27txJb28vM2fO5Nvf/vaQlKUNDQ289tprHDlyBKvVil6vJzc3lzVr1oQUOauuruYnP/lJ2ON68sknmTt37pj2f7aqq2unp8fJoUOtbNjwVcrK6qiqasJm6yMqSktcnI6YGC0Oh5u+Ps+IYvUHn1zB+dL37TuO3e4mIUHHJZfksWTJrJCsGMrI6A03fPH5n8pITaQY3BjMzk5Gr49GqwWTqRePx4vH4w1ZHDg4V3JPj5PmZiugweVy097ew5Il55OXl4bZ3KO+JvgzUhqTVVXGgRmBL1KuDZeLWbkgZ2WlqCFf7e023n77AG1t3QMpCv0YDDqKinJC/j6Xyy2ZLoL8/Ofv8vHHx4iP15GTM4Ubbvgi5AqGXxQ40Teo4Bux8m+zuRebrQ+7vY/o6Gg0Gg0Ggw6r1cGf/rRHZgQGBBc5Onq0A4Do6Cj6+30kJxsGQvz8I1qw295uCwnBGmzwrJ1yrtbUtDJ1agIOh4f4eD0rVswNCRUc75FnJSxJ+buUz+Gtt/6JzeZi795j/PrX/3rGfh+DG3zKtVeZPVVixpXwqsHF/MayPyWGXblHKuldgz/n2bOns2HDNo4fD8zeaLXagUJXHrKyxqdWyGQUHNa2dWs5FRVGjhxpQ6eLITbWh98PR450EB2tZcGCHH784y9TVlZHbW0b9fVmampa0OmiycxM5fe//y4wNEPURF9Tx2LcOgEHDx4c1fYXXXTRKe3vzTffpKamhqVLlzJz5ky6urp49913uffee3nqqac477zz1G03b97MRx99xI033khWVhYffvghjzzyCBs3bmTevHnqdiaTCafTydVXX82UKVNwuVzs2bOHxx57jB/+8Idce+21Icdwww03kJ8felJnZmYOOdaR7v9sU1nZyHPP7aC9vXsg17RfPWGqq41UVTUBMH/+DObMyWDnzsNkZaWETHvCyGJNy8rqePvtA+h00ej10TidbrUgVWlpDT09TpKS4qivtwzJNpOZmUprq3XSj5IENwyMRgudnXYMBh2zZk0nOzuZPXuOsWTJ+SGNruD1Gu3tgTAgq9XBlCkG9u8PTCc3N3fz5z9/X10gOLiT9sUorrLYXxNyTMPlYobQBb+VlY3s2XOElhYrUVGB7ERer4+SkgPqjW5wdcdzXWVlIxUVjXg8Xnp6+rBY7FRVGamubqSioonqaiNpaYkRmxJ38OhcWloCOl00LpcHrzeQ3lSvD4QS9vQ41fTB5zolxDI7O5meHidZWSkYjZ3YbH2kpIRPJjFcgy+4cX2iLFLKwn9l4aMSSvjyy3vUgYPg9x3vkedwDayMjEQ8Hi/9/V6Mxs4zmuwh+HgqKxuprjby0kuBehc333wZGzd+Q30uOIXrqexPSbhwokxphYW5ZGcn89lnzYCf2Fgdhw610d3txOFwDbn+T/b73mgoxezq6y3U1LSoKXGnTfuiaGZfXz9mc4/62Xg8/dTXm9FqNRQW5oRdVzOZjVsn4Cc/+QkazcinAt96661T2t/Xv/51/uM//iOk5sCyZcu45557eOONN7j//vuBwIzB7t27ueOOO1izZg0AK1as4J577uGll17iySefVF9/ySWXcMkll4TsZ9WqVdx333387//+75BOwLx581i6dOkJj3M0+z/bFBeX89e/fkZ/v5eMjGS+8pV56mLPdetWqCeZksVAp4tmwYIcKioaKS2tobXVSmZmatgiKoNvZsGjJEp85hcnq0adCQheyR8cUzq4Rz8ZBY/YVVY2Yre7iIvTqcW5nnzyX4dU4Q3OcPH22wdobrbS2+vixRf/MVBXYaa6wPhkYQVr116qZiFSOnEny3yhUD7/1asXkpeXxpEjbTQ2WnE43GoxFqXhs2hRLp2djrNmYfdoDP7tFxeXD4yWx5CenkRfn4fKSiPx8Tp6epzU1bVTX2+O2JS4waNzlZWNFBXlUlnZhMUSmBGYNi2RK664AJOpF4fDPUw42rlHSW/Y0GBBqw3E6Scl6YmNjcHl6h8SNgPDN8pH2pAJvsa2t9vUhaZKOkVlNlWZiRzvjDThrvsVFY1oNBri4mJYuDD3jF+/g2egd++upbe3j6SkuJBZynBhTGMV7rsKd431+zVER0eRlpbAihVzqavr4MCBRiyWXt5554D6XpMhZn28BIdvrV69kLa2bnp6nEybljSQCtROYmIsBoNezWAXGxsIsbPbXcTH61mwIGfY72+yzqqMWyfgqquuCtsJ8Pv9mM1mjh49isPh4LLLLiM+Pv6U9xducXFWVha5ubkYjUb1sY8++gitVhvSgNfpdFxzzTVs2bIFk8lEenr6sPuJiooiLS2Nurq6sM87HA70ej1RUVFhnz/V/U9Gwfnd9frogbSTevbuPcrevceIidEOjDwRMkKpNAbMZmWEVxP2IhXuZhY8SuJyudmz5wgZGYnqouHgi/XZOoocPGI3ZUo8KSnxzJuXRU1NmzpCNrhoTPCC0vp6C1arHafTg9PpVmcABr//yShZh2Dk1SmDU75u3PgNNmx4g3/+00h/fz8xMVFqw6Kvz4NeryMzUxd2VmKine4bwdDfvobkZANFRTkD2UkCnV2TqRe73U16egJNTd1qbYZI+qwgdDRSGaHU6aJZsaJA7cifLZ30UzH4d6U0yNvbm7DZXNhsTqKjo4mK0gJ+iopmhCwIfe65HSPKWX+ifWdkJKoVv4M7+kVFudTXW/D7NSEzdUp2sfESvhOjQaPRkJgYx/Llc87I7zv489iyZQ9NTVZmz57G9OnJdHZGA342by6lsdGixukr653G+vs90XUl3HVZownEuOfmTgE0pKbGkZOTSkeHDZ0uelKHr4xV8IzX7NnTSU+Pp66unba2LlatWoDfDwaDjtTUOCBwH+vrC8xGpqQYQqplhzNZZ1XGrRNw3333nfD53t5efvOb39DQ0MBTTz01XrsN4ff76erqIjf3iy/g2LFjZGdnD8m3P3v2bADq6+uHNML7+vpwuVw4HA4++eQT9u/fz7Jly4bs75lnnsHpdKLVapk3bx533HHHkPCgsexf4XA4RvR3x8TERFQVZuVkKCjIZNasDA4fbuP4cTNer28gpi5lYOSoNyRjRSDLTA1FRTncdtuSYU+4k40u33rr79VquUoIinJM6ekJWK12Xn11L1VVRn74wxXqiKoy+zAZTuAT3RSUi53Z3IPRaKGjo1etYHii+PDgTlRw3uORCv7eTzYCGK5Roxx7QGBAob/fT0+Pk4qKRjW2Nvh9I61ReLpvBMGfU2VloCDNypUFmM02NUPTxo3fCOn0Wq3OIcXWIkm48zk4FLC09DM1VDBS/4bTLVzIxwMPXMe6da/Q1eWkp8fF1KnRxMbG0NFhIz5ez7p1V6uDArt31+J0upk+fWh2r5HuO7hxr8zWVlc3YrO51Vzr6emBjmhe3tRx/67C/U6mTDEQH6/n/PPTz9hvQ/k83O5+Dh9uw+v1cfSomalT45k7dzr79h3HanXw4ov/YMaMVG64YaEaGnSq+4QTX1eU8z5QJA4aGzupqmoiKkpLbGwMMTFRJxzNPhsF32uUrIBlZXWYTHa8Xh/d3U5qatpISorDYrERHR2FyRSaPW9wooVwBs9qTpbP+IwtDE5ISOC+++7j3/7t33j55Zf54Q9/OO772LVrFxaLhW9961vqY52dnaSmpg7ZVnnMYrEMee6FF17ggw8+AECr1XLFFVfwf/7P/1Gfj46OZsmSJVxyySUkJSXR2NhISUkJDz74IE888QQXXHDBKe1fcccdd5zsTwbglltu4dZbbx3RtmdC6MXaT3OzFY0mFputD7e7H4ulh+7ulIEiHEa2bi2nvd02kIYL0tIS1BGkweEryn/DhZIoJ6nSeA1uxGZkJOJ291NX10FTkxWn043Z3Etvr4sHHrgOszkQc3zkSPukWCAcfFMAQjJkQKB41KFDbbjd/Wg0qBUMR1I+fuXKedx//3WjPqbB2V5OZHCOeuV/W7eWs2HDNgwGHStWzKGqqhmzuVeNBa+uNrJ9ezW3374kIvNen+7p9eDfvpLVqaAgk5aWbux2F1VVRvUGpIygKxmAIvX3PPh8Dv77duyoob29h6YmC5991oxG4z8nC4gN/l0p1zyl+npvr5Pp05MxGGIoLz9Ofb1ZnflR1mC1tHSNumMfvM/gxlDgegN1dSasVjszZqSqRclqalqZP3/8R5jDjVrv39+IzdZHdHRgJv5MXLuVxt7evUfQ6wMdr7i4GGJiojl61ITX6yM6OgqDQTdu1a5Hel0J7qDExsaoce4eTyB7VEFBFkVFOcN+TpM1pOVEgu+Vyv0vMCjmR6cLfE8Oh5v29m78fkhONlBQMH1IAo2T1SsZPKs5WT6/M5odKDY2ltmzZ1NeXj7unQCj0cjvfvc75s6dy4oVK9TH3W532FFynU6nPj/YjTfeyNKlS+ns7KSsrAyfz4fH41GfLygoCAlHuuyyy1i6dCn//u//zpYtW3jkkUdOaf+KP/7xjyOqGBxJswAQWkTFbLYNxJbDtm3/xOHw4nJpcDjcmEw2mputfPZZi5rJZ/AMwEgufoNHSW66aXFIdppANiKjOmqTkmIgLi6G+Hi9mmkhLS1pINOGma6uL2ImI03wVLQy2j445rS1tYtDhwJ/a1ZWCmlpCerNP3gmYPAF/1RHsUcztWw29wws9OwJebyk5AAHDzYRF6fjhz+8mrS0REpLa0hLS1D/TqfTQ2Ojhdmzp0fkd3SmKOdEVZWRpiYrsbExuN39ITegyTzdH7zG5eWX9wx0cpopLz/O9u3VPP74mkn7t41WcFw/BK6t771XRWqqgaSkWDX1bnJyfNjQhfnzc1i3bsW4nteZmSmUlR2itbULg0E35Lp0JixalEtDg4Xs7GTuu+9/aGrqpKrKyPPPf/e07TMwc7yPlpYu/H4/1113Eeedl05rq5X29m4SEvRcf/18zjsvfdwa04WFgQKZmza9z+rVC8MmWYDQWWCLpZf29h6io7X09/tITIxVZ3uHu85P1pCWE1E+k+rqRrZt68BqddDW1oXV6mD+/BksWDCDffuO4/dDd3dgHdXg0DIl8Ui4oouD9xX838ngjKcIdTqd9PaOb4YHq9XKo48+isFg4MEHHwyJz9fpdCENeIXS+FYa48FycnLIyQksVl2xYgX/9//+Xx577DF+9atfDbv4OSsri8svv5w9e/bg9XrVYxjL/hUGg2FEnYBIEdyoDG6YBuIhIS9vKk1NXcydm8lNN11CRYVRrXA6dWpiSM9bMZJGzIlOvOCREZ/Pp3YCUlIMFBQEMjm1tloHFiQaOX7cHBIzGWmCY+eDR8KVC39rq5W6ukDKwJQUA2lpCdx++xJuumlxSLrOwGheaAjUmbyApaUlDhQdCp2RWL16oZrtJDh7k5IPPZD5yUNvrysiR1tOx010cGct+N/33HO1mpUpJiYKnS76rEmdGjybsXPnYZqbrcTF6ejqctDUZI3I7/90Cp3989PX5xlYGKwlOTkOt7uf9PRE7rxzeUjj83T8JpXvprXVyvHjnZhMNv70pz0UFeUwf37OuOwjnMF1AQIx90k0N3djNHbidLppaek6bfv/QqC4pc/no7m5myef/Fd1XZXFYuO889LHfaby5Zf3cPBgEz09zmE7AUoHpaKiSZ159/uj8Pv9xMfrgcBsaleXPWTWUDEZG7En8sUIvp+KiiY6O+1ER2sBJRHJjJAU1/v21avVlgPX1cDvLFx61nAm46DLGe0ElJeX89lnn6kN7PFgt9t5+OGHsdvt/PKXvxxSiGzKlClhQ26sViswssJlS5cu5be//S3Nzc3MmDFj2O3S0tLo7+/H5XKpjffx2P9kEXyzCV6EA35qatpISUkgNlbP8uVz1NH6kUw/nmybE514wVPZSiq7/PxpdHU5KC7eh9vdj06npaqqiayswFqFBQtmROyJHO4irRzrhg3bKC8/TmpqPFOmxOP1+qitbaek5AA33bSY5577kN2761i+PPA5/vzn79DR0cORI+3q+5ypv3u4QlXhfhfLluVz332vcfy4Bb0+CoMhhtmzIzPl5em4iQ5uxA0elSoqymHXrsN0d9vx+fxnxaL3wQMKbnc/2dmpZGcnk5+fHtFrHE6X4GtZdbWRzMxknE4PfX0eFi06j/nzc4ZdIxT837EKdx0e3IDav7+B48fN6mvGO7SkrKyO996rUmc+lPDHQKXpLjQaDd/5zpJx2Vc4ymdQVBSoaTE4xEpZOH06fptZWSkcPdpBVlbKCY9NCauNitKg0cC0aUlccME0Vq9eSFlZHRUVRnp6nFitDjZs2EZh4YyQGi6RGGY5VsFrAdPTA9kBo6O1zJ07nebmboqKckMGG5QOprLmJUBDZmZKSBHGs8m4dQKeeeaZYZ9zOp20tLTQ0NCA3+9n9erV47JPt9vNY489RnNzM48//njIgmBFXl4eVVVVOByOkFH1w4cPq8+PZD9w8oW6bW1t6HQ6YmNjx3X/k4GSJ9nj6cflcg9cKHPUVHGZmanqgtPgkcqRNDx/+9sdlJXVjmmad/D7B3LOZ/D883/HbncB4PF4OXSojaysFDWLQ6Qu7BkcFqBcvDZtep/jx014vX7S0+OZPj2Z7Oxkmpu71ZtUXZ0Jm83Jxx/XU1nZiMPhwe/343AMnakaT+EaDyf73oPXDAAcPWrC4/Hidvej1Wro7u47rcc8VqejIzW4ETd4VAogPl5HaqqBwsIZ6qLhyRzbO3hAAQIzdjU1beoMXnFxOXD2hC0MZ+jMzxvs3l1LbGwM11+/ICSL0uk0XFa24GtQXV0bvb1uNRX0eM9ALFuWzwcfVIfUJSgszOXf/u0lGhosJCbGnvQ9TkVZWR2vv/4JPh/ce+9KtX6JkoFp9+5ali+ffVq+ix/+cAULFuQM2wgNrpWzcmUBe/cexWbrIz5ex5Ils4DALEB8vI7zzpuK0+mmvt7M0aMdVFU1ERMTaA6eTedT8LXDZOpVF7c3N3cPSZARHBJbUJCptgWCq0GfTR0kxbh1Aj788MOTbpOens4tt9wSErM/Vl6vlyeeeIJDhw7x0EMPDanSq1i6dCklJSV88MEHap5+j8dDaWkpc+bMCcnM09XVRUpKSsjr+/v72bFjBzqdTp3B6O7uJjk5OWS7+vp6ysvLWbRoEVqtdkz7n8yUEQYILNbq6/NgtdpparKSkzOFX//6XykrqxtTes66unZstj7q6tpP6RiVePj9+xsJjupKSNATH68nLS0hJHtApF4MB4fxKOlYZ85MJzs7mZaWbtxuJ0uWzOLJJ/9VfV1+fjpHj3bQ29tHcXE5t9++RC38czqFawwEV/9VMhGFTnH7Q/6r0wWmtLOyUujudtLW1sVzz+1QKzeezcItnA1XNCi4IRhuQf1kEjzqHfx3Kut7ysoCjeBTzbs+GSjnT2trF2VldRw40IDD4SY11RA2hHK418Op/RZONKOgJGTYtOl9urvtVFQY1cJj4zlyWliYy8aNa9T1B8oC15aWLvr6ArMiL7+8Z9hwmVO1bFk+r732Ce3t3ZSUHGDJklnqZ9vS0nVaw5FONsCQkZGI3e7G6XSTmZnKD35wFc89txOLxc7rr39CSoqBQ4cCqZvz8zNITTVw9GgHbnc/BkMMs2ZNn3SZbU4muJOq/GaUgUnlv4PDfmBoEcuzOT3xuHUCNm7cOOxzMTExpKamkpGRMV6748UXX+STTz5h8eLF2Gw2du7cGfL8VVddBcCcOXNYunQpW7Zsobu7m8zMTHbs2EFHRwc/+tGPQl7z29/+FofDwUUXXcSUKVPo6upi165dNDU1ceeddxIXF8gf+8QTT6DT6Zg7dy4pKSk0Njayfft29Ho93/nOd0LeczT7n6yUWHMlN7Uytbht236cTjdNTZ0hxZ5GG7Ocn59BW1s3+fmn9vsJbljk5aWpOdWDp0IHbxuZNCH/Db5wFReXD4QEGYZc0Netu5rm5m51FC14AfXpFK7xoDRM2tt71LoQwYu5QcPKlQWsXbuY2to2/vd/D+DxBNbaZGamcOxYB3V1QzM5TfYR8JEYbmYl2HDZZCbL56LcvIM7M0rNiQ0b3iQ2NuakebvPFsrfWF3dSGnp59hsfXi9PmJjY4asEQn33Y5XONBwjVAljKKqykhvrxOns5+9e4+ydu2lp2XktLa2jT17jpCQoFezhn3nO0s4dqyD3l4XBsPw6+xOVWFhLvfeu5LnnttJfX0gM1JXl4Nt2/azaFEuiYlxp31QZTjt7Tbi43VqqFxhYS4lJQc4ftxMX5+b/n4fPp+P/n4v27cfJDY2Go/HR3+/D5PJzqxZfvbtO059veWEi18no8G/3crKRtrbbSFhP5mZqWHr2kzGOP/RGLdOwPz588frrUbk2LFjQGCdQXl5+ZDnlU4AwPr163nllVfYuXMnvb29zJw5k5/+9KdcdNFFIa9ZtmwZf/vb33jvvfew2WzExcUxa9Ysvvvd73LZZZep21122WX8/e9/56233sLhcJCcnMwVV1zBLbfcQlZW1pBjGen+JysldCM4R3lp6ed0dTlISorjoouyychIpKTkgFptcjRONg06UsEnc7jG72RpKCmVeZXPIzhEyGwOFIOJj9eHFAlTtlNG0c5k4yncRVTZf0ODiT17jrFoUWgmhpqaVlasCGTg2rJlD16vD70+Gq0W0tMT6Olx4nR6QqpfKq+dzCPgw9m6tVydtWlvt530bxz8mU/WzyU49/bWreWUln5OXV07l16ap9b4OJsFX5N27z5MR0cPCQl6EhNj0etjuPXW39Pf76WhwUJra2Cd2WhD705VcfE+iov34fX6SEjQ4/WC1Wo/bbOpW7bsobq6ifPPT2fNmkvUv7Wiwkhp6eenPFg0nMH55vfsqaOlpQufz4dWq2H69OSQ4opnWrhR7NWrF9LQYKG7205fn4fc3KnU15twu70AJCbGYrU6aGkJDAylpSWGLH6dLPfEExk8C6CsMxoc9nMuDCiEc8azA42XX/ziFyPeVqfT8b3vfY/vfe97J9xu+fLlLF++/KTvd+ONN3LjjTeO+/4nr9DQjeLifXzwwUE8Hi/x8YGFwEqZ+7Es6DtdN7GRpsiMpAvh4KlJZSR8cDxouNkNiJxRjeCR3qNHzej1X4zeBd/MysrqaGqyotFo+NKX5jB/fs5ARhILfX0e8vLSQ2Lgz3SKwjNFafi0tXWRn58xbHaP4UzmrB/19WaMRgu7dtXS0dGDx9OPwaA/ad7us0FwKNChQ6243f14vTEsX57P3r3H+PzzZpKTDURFBZIbAGq17jP3uQSu+xpNoMZLenoCDocHl8s97nn7KysbsdtdxMREk58/TZ1pCC6cd6I8+Kci+Lvwer0kJcURHR2FzeZEq9WEDGRMhHDX9ptuWszs2dPVBa8Avb19mEw2YmOj0WgCi4f9fj9Tphgwm/W0tXWp15bJOnigUNaqGI0WfD7QauGDD6qJj4/B4+mnqCjnjMyGR7IxdwLuuuuuMe9Uo9Hwhz/8YcyvF5FFKRs/ZUo8zz77ISaTDa32i5vCF4tzuviiwzDxBhfcam3tIj09fkgYTSRdCAcfs5IlZtGi3JB40MlyYQsXIhZ8M6utbSM7OxWDQRfyW1IycyxaFOi8KYtGz9bFW1lZKRw50gFoqKgw0tlpp7W1G42GYbPCBIuUzt9olZXVYTRa6Oy0q78Bj8eLwaCLmHPydAoOBertdaHRaNBqtdhs7oERaC1z52YSHR2FxWIDNGe8ExzI0KOhqsqI291PVFQ0LpeTbdsOkJAQ6NyPZ3ag6OgoLr00j5Ur56nx3IB6/o9kpmwsgheZHj9uIS5Ox8qVF1Jfb8ZisYUMZESS4HNfKR743nuV1NS0kpGRQmJiHG63h23bDuBwuOjtddHa2k16ekLYKu2TyeDrh98PTU1NeDyBVOFnQya1UzXmTkBHR8d4HoeYxJQFtzt3HsZkslFUlMNFF82gqcnKihVzhzSmJ2rR7eBRdCVnfkZGIps2vY/FYsPj8bJ7dx1HjrSzbNlcNUUlTOyFUIm7NZt71Dz/gJolJpAi0oFWq2H37sO0tlpZu3ZxxDeQgouXDfe8ThdNdHRUSLzq/Pk5mEy96iL0goJMCgoyqa5uZMOGNybF3z4aK1deiM3mIjs7mZqaNrRaDX19Hurq2qmoMKqVlxWRNHt1KpRMSBCo5OlwuLBa7Rw61Mrll18waRsnJxJuIaLfryE5OY7Y2BjS0hJYtCiXvLw0gquET9T3Hbo/P1OmxLNt2wF6e50A41q3Ijj1dHA8d1FRjjqYMHv2dHXb0TrReaM0prduLaeyMpBSeu3aS6mtbaOk5MCkqM+h/A0ffFBNf7+XtrYu/u3fvsTOnYc5ftxMYmIsXq8Pt9tDVVUTa9cuntSDKsHXj5ycqSQk6Nm+/SB+v5/Y2Jiz8voxWmPuBLz99tvjeRwijPXr14dkGgJYtWoVq1atmqAjCk+5MO/dewS3u5+0tATWrVsRNntJ8H/PNCW922uvfcK8eVlqYbCqqiYaGy3qwqnu7j6qq5vxeAIjTOEWC50JwxVfu+22JSExnyUlB7Ba7djtLrRaDdXVTTQ0WCZF5pST/SaUx10uN9u2HcDptIT8rpTsQlOmGPjLX6o5dqyD2NgYKiubKCyccdZ0BpRwuoYGC263B78/sGDebLbhdvczeIYtkmavToWSCUlZeNrRYcNud2G3u/jss5aJPrwxO1Fjc/BsnxK7fOedy9UZL71ex9q189SQqImmZCxbubIAvV5HfHxgVDwhQRe2OvmpUMLDoqOjiI/XMWtWBmlpCZhMvbS327jpprGf8yM5byoqGjGZbBQWBurJFBeXc/RoBxUVjRM6AzvcZxwuM052dgqffdZMb6+Lv/yliiuuuIDmZisejxe9Phqv10dXlyOis+SdSPCgWWKijuXLZ6udZY0mkHFw1qzTs3Zkspm0awLOBU8//XTEVwwOLlDS0tKFy+Vhx45DFBXlDhlBmOiQhOD0bqmpBtLSEqmpacHj8eJwBKbX/X7/QPpQTciI+5mmxDIGpvgDo2kGg47ubifbtu0nIyORm25arI6kR0drSUkxkJpqID9/2piLKZ3pEeST/SaC1w4MznwBqLnJ9++vH/gO/ej10TQ3WzGZbGe8I3S6Pj9lRKupqYHubidRUVr0+hji43UUFGSpN7jg7YP/O9nV15vp6nKQnp5IYmIsDocbrZZJ20g5UWNz8HdXVnaYd96pIDs7laQkPR5Pv5o6VQkHzMubOgFrAYJ9kbEsOAtbYJbKSnFx+bgcX3HxPmpqWoiK0uL1ugaqvuaoAyWnWiNjuPMmuJCU0vGuqmpSM5kpf/tEGu43pTweGxuD2WzDbneTkKAjLi4Gt7ufvj4Pa9cuZu/eoxw7ZkKj0aDXRxMTEzVpZ1aVonJdXQ5SUgzceefyoCx5K9i06X0aGsyT9voxnqQTIE6JcoFxu/txOj14PF4aGy1s3lzK7NnTI+oEU9K7BefG7+lx4nC4sdmc9PQ48fl8xMREEZiA0UxYhgQl04/S6C0rq6Ory4HJ1ENHR7eaCzsjIxGrNZD5IT8/g/z8aad0wY7UEeTgMACF8hk5HG7s9i86AOefP43c3NQJqSo7np/f4N/dAw9cx623/h6/H6Kjo1izZiGdnQ7CrbOZ6A73eAo0IFuYMSOVBQtmhBQMm6x5zU+Wc1+57hQX76OiohGbzUVnp32g8xdNRUUja9cuVsMB8/LSJnRBvJKxTOmcKB2AqiojXV0OkpMDheyCc/uP7Tvzo9NFM3PmFBobrTgcblwud0jIqTJbUl1txGZzhalBEt7JZmeUSsXLl+dTUJClZtEJ/ttPx4LkkRruNxXcKSspCcymxsREk5xswOPxMX9+NgA9PX14PIGsQYFZFj3l5ccHqjNrJs05pqQsj42Nwe/343J5QpIoDL63nuvG3AnYsGEDF198Md/4xjeGPNfR0UFcXByJiZEfIydOjbKwc+nSC3A4XBw50oHf78disVFcXB5xF47g3PjPPvshOl00hYU5ZGamDFwoAhUV7XY3SuMqeMTtTOVPDpfu7YMPquns7KW/30dLSxcbNrwBQEODBZfLQ3e3g4YGCzD2BmikjSAPTssXvKZEOcZ//rOeHTsO4ff7iY6OorPTzqpVhRMSyzqen9/gDkVhYS7f+96/8Npr5Zx/fjq5uVPZv78Ri+XMz3icWRp1xHft2ktDQuQivbDfcEbSSSsrq+Ottw7Q2+siKkpDSooBuz2Q733v3qOYzTYSE3Xk5c0cUdGw0yl4xu711z+hqakTtzsQWhIXFwgNysxMPeVFu2vXLiYzM5XWVitVVc04nYFwQPjifCkoyGTFigK2b6+mpqaVhgbLiAakhitqqISVpKYa6OiwUVfXQX7+NPLyZoYUs5voAZThflPBaxl6epwUFGSRnp7Avn3HyctLZ+XKeWza9D4aDcTFxeD1+khLSyArKxm73YXVGn6gIVIpKabT0hIwm3txONzs2XOE3l4XDzxwXdh767lszJ2A6upqpk2bFva5u+++m6uvvvqsKYYlhqeEo+j1On7961vYtOl9qqqMeL0+Jnp69GSC48r37DlCdnYyF1wwjUWLctUR1srKRjUUw2i0sGnT+2ekIxA8GqiMLm3cuIYNG7ZRU9OCydTDK698zOWXn09ioh6Xy4PT6cHn87N9+2cUFeWOKT410kaQgztgq1cvpKAgUx39VZhMvURHRxETE/jflClDMzydKeP5+QXfrILrBHz3u//C228fYPPmUrTawIK3SOm0nQ6DR5kH37zP1r992bJ8XnrpH2g0oNNFc955aWpF8KYmK7t315GUFBeyRmiiKSGXLldgRLmvrx+/309GRnLY9WGjFXxdPHKkg6NHTWpqzmXL8qmuDsw+TJliwGDQERWlwePxDNtRDI6XD04UoVxzi4v3sW3bfmJjY7j++gVUVho5fLgNq9XBnXcuD+nURNoAymAlJQeoq2snKSmOa665kPp6i1p3xGi0oNPFcPHFM2losAyssbBzxRWzQmrSTAYZGYkDVZB15OSkqtWk9+07xp13/pFbblkcsZmcJsJpCQfy+/34/ZOn5yjGLrghvWnT+2RnJ9Pa2oVGo6GoKGeCj+7ElBvKrbf+nv37j9PQkEhGRhLl5fXs39+A1+ujrq6D5cvnqAtwgwupwOmPoVcKsVVXG0lLSyQ7OxmLpZeGBgterxeTycZDD93A5s2luN0eHA43XV0OSkoOTJo0oSeidMCUInPKbICyULSpyUpmZhIpKYHMMQ6Hm56evpBCaZGSKWe0xxHcodi06X327z8OwAMPXMeePUewWtvQ6WJYvXphxDQCT4fgUebBMyNn69+t/FZuuWUx775bRWenne5uB4WFOaSlJZGVlQwQcSENSsjlL37xHhaLDZ8P+vt9xMfr1O9qvL6zqKgopk6NVxt0hYW5tLR0qYkRPB4vGo2GmJjhq9QHx8v39XmGpBg1m3vo7/cNxNP3YLH04vX6SE01DOnURPrvUQmBVRr+Sla2jIxEnE4PfX0eLrook+XLl4QkXJhs2tttNDdb1dAtgLq6Dnw+H253P9u2HSAjIwmIrJDXiSJrAsSoBS+SWrt2MS6Xm9/85kP6+31MmRKPx+MlKkpLScmBiFsXEI5ycVy0KBe9Xscf/rALh8MNQHV1E3V17cyYkcrtty8ZUoDr9E8BBzrTLS1dVFQYAZg2LZG2ti48Hh96fQzt7TbuvXcl7e029eI9UaXrx5sSCz8401RVlZFDhwILDaOiooiK0qLVasnISGDNmoXo9TpcLje33vp7EhL0mM296vtNlFP5rQT/RsvK6kI6pedKruvgAYdbb/192FjvSOnwjdZwhQtXrChgyZJZvPXWAZxODyaTDbO5N6LrYSgJC95++wAej5eEBD23375EfX48vqPh4rrj4nRoNBr8fj/9/T4MBh1ut4fNm0vVYws+BpfLTWxsjHrtH9ywb221MmVKPGlpCVRUNNHZaUevj+aKKy4Y907N6RYcCqvMpCqzHd3dgXSuaWlJ3HPP1Tz77If09XnUFMwwef7OZcvy+eCDapqbraSlJdHSEqinYjDoSU6OY8mS8znvvPSI6jxPJOkEiFELTleZmZnKtm0HcLu9aDSBlHBOZz9RUdoho+aRYPANqLKykfZ2mzo6EojtPITZfAStVkNcnA6LpZeeHicVFY1s3PjNkPdSppDH84ISfIxKDGxGRiKlpZ/T0tLFlVfOwW53cfy4hYYGMy+8sJvrr1/Axo1D1+ecbZTRtu9//yU8nn6io6OYO3c6CxbkEJwzvbh4H9u3H6Sry8HcuZlce+38Cb/oK4ubRxOqFByusGTJrIFFj0dZsaIgbOfobDZ45q6nx6mes8ELQyNxYfvJDD5uJaShqirQ8fd6fXi9Prq7HbS39+ByuSfycE8qIyORtLREFi3Kpba2nS1b9gCBhuh4fEfK+w+eBcvPz6ChwYJWq6G/38HcuRk0NXXT3t4dMjs6OGPO/v2NPPDAdepzym+qtraNysom+vt9aLUa0tISmD9/xpBsXJNN8KzFb3+7A4CcnClqteWMjEQKCjI5cqRNzUYVySorG3nuuR20tHRx++1L2Lhxjfo9FhXlUFJyQB0MOu+89IjtQE8E6QSIUQvO1LJsWT4ul1tdrHjZZXns3HkYg0FHfv60iGugDL4BKeE206YlEhMTOB2++c1Lsds9ZGWl0NXlwGLpHXi1Zsh71dS0smJFwbiGnQQfY3CNgvZ2GyZTL52dDgwGPVFRWpxOtzpCeLYK12hIS0tAo9HgcnnYs+eYOhOibF9a+jl9fR4yMpL5zneWRERoVPAI70g7x8qaCLs9kBIzOdlAdnYy1dWNVFc3kpYW2Tfn8aScX4sW5dLT46S1tYtf/ep9/vCHv/PQQ19l9uzpp6VTfiYEx5NXVjayZcseDh9u4/hxMzNnprFgQTYOhweTqVdttEYyJdxk//5GDhxowOl0qzPDp/odVVY2UlJyAKPRMmS2WVk/Ul3dSEVFEykp8UDgOqGsHYChGXMsFhvPPbeDgwdb6O118tprn6jXFJPJRk9PYKQ8KSmOBQtyJlUHM1i4e1R6eiJTpsRzxRUXqKFQBQWZ6mxrQoL+pLONEz0DV1xczl//+hkeTz/Hjpl4+OGvhaSN/fOfv69GMEzWtKeni3QCxKgNjn0sLMzl/vsDoygbNrzB0aOBgk3Ll88ZcpJN9MVi6OKtQLhNVlYy8+fnqhcOnS6a9PREWlq6SEyMJS8vTR0lUY5dyYykjJKM1yjk4BFj5b2Vqeu6unaam63k5KTidHowm3sHahucncItuFu7djFmcy/79zdgtfbyn/9ZTGxsjDp97/X6uPDCLC67LI+SkgMAEdERGNzYO9G5EHj+MA0NZuLiYoiOjqa314pGA01NVjUH9tmdGegLwdlfkpLi+PzzFlyuwLqYLVv2sGDBDLVg1WT7PAanuGxqsgKg1WpobrYyY0YqMTHR5OenMH16ckSG+wX/noMb2YmJeurq2unv9/LQQ9twu/u54Yaxr2MpK6vDaLTQ2WlX/x0cmhOcXnXv3iMcP24hKko7kOwh1OzZ09XQurq6DpqaOvF4vJjNvTz22DsUFEwnPl7HeedNJTU1LuLWYIxWuHuU0nEK/ruCf4OpqYaTNpzP9Azc0GtnoLaBx+PFZutj06b3ycxMHiik+MUxBipNNwGcM9fNkzmlTsCOHTvYsWPHkMc1Gs2wzyneeuutU9n1OSGSKwYHp05LS0sMujhoiI2NYcaM1LAXy4merh/cgVHCbcI1xFpbrbjd/SxYkMPq1QvZsmUPTU1WWlutFBbmhiyuglPLDhF8UYNAcaS6ujZ27apl3rwszOZedfGa292PThfNFVfMAvyUltaQlpYwxk8k8oVbcFdYmMu6dSsoLt7HG2/sw+32qhmp9u9vxGbrw+Fw8/LLe+js7KWtrSsiOgHBf8vgha4K5bcQSIPYhNPpIS0tiezsFA4caMRs7iU11YDT6SYqShvxU/XjRTk3WlutGI0WEhL0REdr8Xp9ZGWlEClFm8YquJNz/fULAD8mUy+VlcaQQQpl20ipj6D8XpUUy62tVjZu/KZ6bDfdtJhnn/2QP/1pD3a7i9jYmJC87aOlJAuA8JmxlExaCQl6rFYHXq+P6GgtyoDP4EKMra1dHD3awcyZU2luDnQC/H6w211UVTXj9/tpbLSQlGTgkktmUlvbNinXnUD4e1Rwxyk0vFCD8pmVlgZqAdXXW8JmxzvTmZEGtyPWrr2UqiojdXXtuFweOjp66O3t4+KLZ4akby0oyGTlygtRohjEKXYCJAPQ6RXJFYODK/LFx+vVi0PwqEK4C2SkpVEbroEJgbjyvLyppKUlUlHRSFOTVS2cAkP/llPJDhF8UQMwm21YrQ76+jz4fD6+9a0rQsq+By9QVjoxMPEzLWeSEo5VVJTL0aMmzj8/nbVrL6W2NrBguL/fi9XqwOeb4AMdxnDnghICFMiNHwgDuf32Jfztb5/T3x8Y6VqxooD6evM5tTBYUVSUS329BYPBxiWX5KnXm0D8thGTyRYxDeTRUGYWi4pyuOmmxepAy8qVBSEjsMN1HidKcMHIgMD1cfDMQGtrF3v3HsFotLJvX/2Y14sNThYwuAO9adP7mEw9ZGWlkp2dSn5+BqmpcSHHFLyo+LnnPqSz065mMDpwoJG0tAQWLAgU0dq16zAOhweHo5u//vUgH31Ux5Qp8eqxTCYnukcNF4aqVEWuqjIOu87vTGdGCnfvXbAgh46OwMCc1WonISFW7bDU1raFnFviC2PuBLz99tvjeRxiklm2LJ833/xUrVZrNFooK6sLuXiEE4lp1MI1nJUGZmxsDPX1x9Hpolm8eCZdXQ6qqoxs3VrOTTeNLaYw3P6CQ4tmz54OwIsvluFwuOnudoQsZB782uBjmOiZljNpuKIvhYWBGgkbNrzB55+3EBsbww9+cNVEHeawhjsXli3LZ/v2apqarFx//Xx1MXpp6WdER0cxbVqimn43L+/srhEQLDhjjhLCEXxTLyurw2QKxHBHWkKCkVBmFktLP1dHso8fNw9Z9xFpAynBoT/KIMWzz36oVu5tbe0iMzOFtWsvBfxYrdXDzhSP1HDnTnHxPqxWO16vH5PJRnS0lmuvnQ+gphY2m23o9dEhi4r7+710dPRwxRWzWL58TsiMS1JSHCUlB3C5AjUP7HYXKSnxEfP5j5fBv6vgpAQABkMMwIhmHk/3YNTg77+yshGz2UZ8vI7Y2BhiYqK46qo56mLhzMyUkFl78QVZEyDGpLAwlyVLLqCpyYrP5yMlxTBpL4rhGs7KyJXZ3IPNFk1XlwO73UVLixWPx8vLL+8ZkpnkVPanNADeeONTdVQ7IyOJjo5unE43xcX7QhaWBr9X8DFEWgPhdAm+QQViPQOCU9eeKNTrTDvRTTH4b6moMGI292C3uwae1fCrX73Ptm0HSEqKHVjAN4v2dhv79tWfUwuDg3/bxcXlVFUZqa1to7HRgl6vIyMjcdJO9QdnGquqaqK2tp0pU+Lp6XHS1WUPG/ceKQYfjzJTUVCQSXp6Atu3HyQuLtCAPN3npMlkQ6vVEhsbqHzr86GeVwUF0wnEhBtxu/vVRcVpaYmkpBiYMSM1pPKy8nesWFHAL37xDTZvLqW310lCQhz33rsyor6D8TD4eywuLqe0tIb4eB2trd1qGGpFReNJR9NP92BUuJS6FRVGenqc9PcHwr8OHWrjyJEO7HYXra3dfOUr8ybddeFMkE6AGLOioly2b/+Mvj43WVkpamNssl0ch4uTVGYDsrJSaG3tpqPDgtcbyM1vMOjGfJEbvL+tW8t5881P0Wg0WCy9mEw2LJZe5s3LRqeLob/fy969R9Tqxcprw11oI62BcLoMLvKjeOutf9Ld3cfWrZ8yY8YUVq2aH5I6bqKmgouLy3nvvWq2b6/m8cfXhMzqKCOmsbEx1NS0qCF26emJVFUZOXq0g64uJ8nJcSxceB5FRTnMnj2d7durqalpobi4/Jz4zoN/28XF+7DbXdhsTl57rVwt4JSenoDD4aGoaHKdB2VldezefRifD5YsOR+/H4zGThwO96QbdQ6+RgVi73sxGAJ1O5RO+umiZLqZOjWepiYrTqebp5/+K319Hq6/fgFTpgTW0vT1efjnP+u5777XyM+fxvXXzx+y6DU4QUNrq1VdIKykEg1OEjGZDT9AocHt7sdmc+Jy9RMbG41eH4PZ3HvSv/10D0YNvvcp39WRI20cOtSGy9WP2dxLSooBnS6auLgYWQg8DOkEiFELXgjm9frIy0vH74c//WmPumh2MjlRWAYEClN1dzvRaCAmJoq0tHhSUw3YbK4xLcpUYhQ3bXpfDWuorzcRF6djwYIZxMREcf756dx00yX893/v4siRdhoaLBQXl4csuFPiHM+VhaHBBocgKP9+6aV/0NnpoLfXRW1tK+3t3bjdXjye/jNeRVlZoBjI5KKhr89DU5NV7SwrixMvuSSPgoJMzOYeUlMNeDxe8vLSsNvdVFc3odNFo9dHk5JiUKe0b7ppsRoDO1kXwp6KtWsv5ciRdo4eNZGensjx42aOH7dQV9cOQGenY1IUKlQsW5bPa699Qnt7NzU1bSQlxQF+DAYda9ZMrorQwdfT1asXUlvbRl+fh7/8pYrW1m5iY09fgywQchS4ZjudHhyOXjQaDQaDDvCza9dhOjvtaLUaNBoNx46ZsFod3Hnn8rCL88HPvn2BcNBLL52pdhQibV3GqQg3mKSE1/h8PpxONzEx0Sxbls/8+bm0tlp5++0D7NlzJOwiYeV9TtfnEq4+T21tG/X1ZpKT48nISMZud9PdHQgLW748P2RRvQglnQAxasXF+3jvvaqB6dbAqI5Go4zuTN4GyeAREeV/Gza8SUKCHq83Bp/PT0ZGMmlpCZhMvWOOMSwpOcD+/ceBwI2ytbULjUbDN795CQAvv7yHv/3tc/Lz0zl+3Ex/v0+teqsYnJ3oXDLcTeaBB67jued2YjbbcDo9xMRomTYtiYQEPYsW5Z6x0bvK/7+9Ow+PqjwbP/6dSTJJJgtJmCQkkECAEKJAAmgQKCoRRAVUsNC6tS61WqW8auvPBWvdqMWtelWt9q3r69KigFIF0RiQFCiBSBYgkAQCWck+yWSbJZnfH8M5ziSTkLBluz/X1Ys6c+ack5lnzpz7We47q4g//vFzjMYWCgurePPNX5x8xq6O4hQX19DeDomJUVRUmMjNLSc2NpwRI4JYsmQqKSkHKS83MmXKKObMiesU8LhL7TeYdfx+zpkTh9XaTmio/8nihI3U1TVht9vRahlQ6wISEqK5//556lqA3NwytQK7t7eur0/vtC1blkRKygFSUw9TUlJHW1v7OW2zygjunj2FjBoVTEVFPU1NZnx9dYSE+FFaasRutzNsmF5NAa1k2HKelqfUDrjoohgMhgBqakxERAQDqMW0kpPjB8V3z12vvTK9xmQyY7PZ8fX1oKiojrKyeiZOHEFTk4WWlhrWrt2jvmenOz22t+sH3NXneeWVFCoq6pk4MYJrr51KeHgA77+/U60aLMXBuiZBgOgx5ctaVWWisdFMe3s7wcF+WCw2DIZAbr111oC+KHY1jzExMYqsrGL1JuP48Rp8fXUuPRG9vZApeb6XLJnKsmVJapGWigoTO3cWsH9/CUeOVLJ06XQuvDDyZMrQClat+ozExGh1AV58fESvKtAOdhMmjOCGGy6ivLxO7cFLSHBU+HzjjVRSUw+xfn0Gf/nLz8/p+5WWlo/J5JjXr8zvd85i8/XXOXh5eeLlpXW5sS8vr1ODy3vvTcZgCKC6uoHy8jrmzIl1GckYKlO/FO6mAMCP71lycjwREUGdgqWBYtmyJJYtS+LTT9M5cKAMvV7nNgXmQGMwBALQ2mrF29uLmTPHndN267p2ZA/r12eg1WrYuvUwVVUm7Hbw9/dh5szxZGc71gdUVJjUa7DFYqO0tI7gYD1gZ/r0aDIyitT1R8o6gcFyY+nuOhIeHkBoaABarYbq6kZaW63k5JRgt9vVhBkxMQbA3mla5tlYI9fx99Q5QOs4CpCWlo/FYsXb25O5c+PUz2XChBFDqqL66ZIgQPSIc27liy6KISoqmOLiOsLC/AkK8h8UqbfcZUdYu3YP2dnFlJY6CqfY7XZqaxvZt6+I2Nhw1q7dwxtvfEdZWb2aIq+7i6Dzxe3jj+92OXZOTjHr1++lrc2Or6+OoCA9iYlRhIToOXq0irKyOlJSciksrKG11are9PSmAu1gp/yghIb6YzAE4O/vzZ49xygsrOHECcci65KS2tN6v3oT6Dl6+8dx5EgVN96YpFamLi83UlhYzaFD5QQF6TstVnPckDRgNlvUXs2UlIOAFLfpKiVvx4XV5eV1A7YaqFINV6uF8PBhxMQM7+tTOmPLl19MVlYxx45VExDg45Jd7VxwHxw7ai4cPFgGQH19M5s2ZZOUNEadKpKXdwKLxUZNTSNWaxsNDa3s3XuM4cMD1BHXwZp4oeO1raLChE7nSXJyPAC7dhVw9GgVVmsbra0WrNY2IiOD1M6V/PwKxo8PP61Osa5GIpwDg45rwJxHAcrLHQU9bbZ2tSDcUEqVfaYkCBA94pxbWZl32dR0EA8Pj0EzJaXjj4dSC6Gx0UxUVDAzZ44jP7+SvXuPodfryM+vYM+eo5jNbfj4eBIREXzK+fkdL25KoAF2ysqMHD1ahUajwdPTA6OxmZSUg+zfX0ZDQyseHhqmTBnOkiVT1ZEAJevFYPtROl3O+cjr6ppJShqjDufHxoah1+uIjOzddISOC3ihZ4HeY48tUrdbteqzk8/aWbJkKseP16DVok4xWLNmMwcOlFBT45jO8o9/pLFt22EuvzyOxMQoysqMQ3Lth7NTjXxkZhadsqhRf+Vc4Kq62kRU1HBiYoaTm3tiwAf4CQnRrF69lLS0fLZsySEvr+KM1+f09CbPOVB8441UxowZTn19C1VVJlpaLGRnl5KfX0l2djGhof5UVZmwWGwMG6ZHqwUvL08CAnRqKt7BOvrWMeuc0tuuZEv69NN03n9/JzU1jVRWNuDhocVg8CchIVr93fLz81bfm95kB3L3nnYMDJzXgCmBvvKdqakx4efnKAy3a1eBeq3tybVaSBAgnHR3YQ0PD8BgCFBzKysLcaZPj8bbWzfobkKVHgbHkDDMnDmO1at/qo6I5OefICurCLO5DQCz2UZNjYkPPtipLkh0Xhiq/OB1vKgpPb0Wi42gID0REUEAJ7MytJKfX4nF8mP2G09PD3Vfr732ncvcyKHI3TqOtLR86uoci4PLyuq5/PI4MjKKmDfvgtO68XCuNtmTecCvv55KSspB/vd/v+cXv5iJt7djPvK4cWEkJjpqGChD1eHhAaxZs5ni4hpMJrO6xqahoYXMzCLKy+uJiBimTlkQnb3xxnds357PlCkjSUyMIiPjuFq3BDqn0e1PlE6ALVv2YzQ2u8xpHkwBvvLe5+QUAz9Ohzxdp7rJ7Fj9ds2azeTmlqHTeaLRONateXh4UFZmpK2tjeLiOgwGf1paLEycGMGyZRdRUWFSA3+DIXDAZr/riY5Z5zrOud+wYR9Wq00dGaiubgAc73NkZBAFBZUnq3Z33t/p6BgYOAdzyo1/YWEN1dWOEQu93gsPDy2VlQ2kpOQyb94Fg2bNxrkmQUA/9uCDD6LVal0eW7hwIQsXLjwnx+vuwtpxEWpFhYnqahMZGUUDqsetp5QL4cyZ49V5xsqi0iVLpvLkk19gNtsYNsyX9vZ22tvbMZttavaXhIRo3n9/p5rLXAkMnHtK4Me5lzU1jRiNzYwaFYyXlycWiw1PT0fvtTK3XKfzcvnxdC4wNlR1V+NBme+7bdthKitNPcpv7U5XRcm6kp9fQWurFbPZyiefpOPhocXPT0dTk4XMzGKXInNKQKnTeXH55RPIzi6lvd2OydSC1dpGY2MLJSXtxMdHyg9aF3JySqivbyEnp5QlS6YREuKnVoPt78XzlE6A1lYr4eHDiI8fwddf51BT06imteyP53061q5NJzOzmHnz4s94KlB3N5nOU1cV1dUmgoL0+Pt7M3HiCEpL67HZ2jh4sAytVoPBEEBxcS1Wqw1PTw8mTBhBRYWJxMRoIiKCKS+v69ft6Ex11xvvPAtASWIAdnWUSlm7BHZ1bdrpjpicaoRn7dp0cnPLGDUqWB0R3779MOnphXh7ezB+/AhGjhyGkoBhMH5WZ5sEAf3Yyy+/jF6vP2/H6+7C6pwz2dEDbuH48WqKimoGZZ7yjjd+zinhsrOLMZla0Whg5syxeHl5kp9fgcEQQGxsmBow6PU6PDy0tLZa1cAgK6uIVavWU1paR3m5EbBz7Fg1ra1WPD21VFc3YjD4M3dunMsIizJlSKkmDEM7O5DCXSCk/AApIzE2WxsWi43U1EMsXvyK23oB3f349PYHLTY2nOPHawgI8MHfX8fx47WEhPjh6ekB2F2mfhQX19DcbFHTJk6bFoPZbOGTT9JpbGwhMtIxDW2gznE/H3x8HNlzlNzgOp0n/v7eQP8vnqesBSorM3L55XGsX7+PkpIa4Me0loNFdXUjtbVNpKYeYtWqz86oTXf3nXS+aXX+3JVe/dGjQ7nlllmsXbuH4GBf9fnQUD+am60sWTK10wLgjiMLg1nH99Z5Ko6ScScpKcalp72wsFrNoHQm1ynlfS8vN7oUfvxxnxp0Ok+mTHGsQXzppc3s3n0Eq7WdwEBfddrZxo37BtyUwL4iQYBQnepmJzu7mJKSOqqrTezfX05zs+Xkjc3ATQvale4uhGlpedhs7QDs3l2IRqOhra2d2NhwIiKCSUk5QGZmCYmJUdx00yWAXQ0MysvrKC2to7HRTHZ2MXq9F/X1zdjt4OenUzMxeHvrXLJPOBaW5gIalx5v53+Hou4CIWW0SqfzZNSoYA4eLKOkpBagUxDgvHC343fAed1GT25c4uLCOXCgjKVLp/LVV9lYrW3qIruCghN89tlerNY2LrhgJFFRw2lttdLSYmXXriN4eWkZPjyAtrZ2NBqtOg1NdO03v5nL++/vJDIyCIPBn8xMx0L+VavWq5mh+vONQFmZkZKSOr76Kpv6+maGDdMzcWIEsbFhLF8+sJMtODMY/NWOjpSU3HO20N3dyJ3SKVBYWKNm+dmzp5CmJgvNzWZ0Ok9uvXWWes1VpoM6Z17rz23ofMjMLKK0tI7WVivFxTXs31/G8eNVlJbWU1xcc1qZrDqn/XUExV9+mUljo5nAQF+XduKcFjkrq4h33vkPVms7Gg1cckkM4FjP4O3tSU2NacCvpzkfJAgQPZKWlk9JieMCUFZWr2avmDZttLpQeLBxN9/8tde+U7MAeXlp0et12O2O9He7dh0hPb0Qm60No7GZ4cP1vPXWbYBjYeimTTkEB+uZMCGMI0eqMRqbaWryxMNDi0bj6OFoarIQHKx3czG1d/h36KWIdOdUo1c7dxaoGa2qqxspKzOi13u56fm3Y7HY1IVlyo2jMnJz+PAJ/P29e3TjsnXrYYqLa/jkk3TGjg2lvLyeKVNGAnbS049htToWHv7yl7MoKqohI6MQi8VGa6uVKVOiWLJkKgEB3pSVGUlMHNqfb084r7Ewmy2EhgbQ3GyhtLSOqipHMbX+ui4gLS2fwsJqTKZWmprMtLW1M3q0gVWrFvW7cz1TjoBGQ0HBCZqbredsGqO766LzXHIly8/OnQW0tNQwcmQwCQmjXKZ8wo+dXso+hyqlZ12n82TChDCam61qFfPS0lqiokKIihp+Wr3uHafrJSREYzKZqatrRqPRMGpUsMu13XltwKpV67FYbHh7ezBiRBDz5l2oTuOdMiVqSNVQORMSBAgXXU2LcB62VuZUOi94HYzWrk0nJSXXpQpyx+H72tpmtVR5Q0MLXl6etLfbaWuzk5dXod5Qgob6+hZqa5sADSEhflitbVRXm/Dw0KLVamltteHt7cnMmeM7XUyXL08iIiJYLmoddBcIJSRE8/DDV7sM46ekHGT8+BEuw85pafkkJkZTWFhDbm6ZSy9lWlq+mh624w9SVxyBoZ3GxlZiY8O59NI45syJ5Y03vkOj0TB8uD+PP76YZcuSuOmmt07m19YQE2NQf0grKkwUFlazYcO+AVX59nxTrlc5OUVkZpYQFhZwsjZE1Mkt7Ci5zKH/3czNmRPL+vUZ1Nc7FrJ7eGg4dqyaxx9fz7PPLu1353u6lM9p+fKL1e/e+ZzG2HGKUEJCtFqtXVln9corKShL8MrL6zh06MTJVw++ke5Tcb4PcO5M8fDwxWh0pFrWaKC93U5pqZFLLhmr3py7u3/oOJ3Ked+A2rOflpbPyJHDCAsLZOzYUJdgWBmRra5uICenhOLiOjQaDePHhxEU5KdmzPPx8RoUKcvPFwkChIvuFtKZTOaThVTqh8hcdE2Hfx3vidK7D44MPSkpB09mdnHcKE6fPpqNGzOxWGxs2pRDREQwy5dfzJYt+6mqaqClxUJMTCgnTtTT3GwhONiP6dOjOXz4BOXl9S7ZgJyPO1huCPpCXp7jBz0xcRTK9Kzk5Hi2bz/M+vUZzJkzwaVys9JLqayF6elUIHCsCcjPr1CLDSk/iAZDIKGhjsV1mZnFfPbZHoqK6hg+PABvb081M5QyFcHb25Pi4hrWrNksc1u7oFyvrFbH6Fxk5LCTxansLqM5/XU+d0JCNDNnjuPIkUra29vw9PSgra2dwsKqQTWV4fXXU0lLyyM7u5j77ksGzu80RrPZQlOThQULHJnt1qzZjM3WRn5+BSZTCwAVFfWEhw9Ti4z5+3szalTwoB3p7krHhdUrVlyhdqYo2cxstnaGD/enudlCc7OFjRszSUoaq462KJ0rSuE+pXjjzp0FaupbZd/Kd/Txx9dTUlKHr68nTU1mgoL0JCRE89JLm1m/fh8jRwZx/HgNDQ0tNDaaaWuz4+mpITY2TK31kJaWP0TuTc4eCQKEi+4KZp04UY9O58WVVw7OtKAdOc8/7Mi5QNG8eReoeelnzhzP8uUXk5FRRGFhJe3tdvWGcvr00eTnVwCaTnnr7703mXvv/ZDGRjMbN2ai03n2+7nMA0HHIjNWq43MzBIAVq/+KV9/nUNLi4WyMiMVFSaamy00NZlZs2Yz3357kPvuS2b16ht6dUyl3Sg/fMoCNaXydH5+JTt2FFBf34xWqyE0NBCjsZmdOwtobDQTEKBT15QEBPjK3NZuOK/VUaZ5KJ+58p711wBayb2u1+u45JIYmput+Po66o/0dNRpIMjKKuKHH47T3GymrMzYJ59HRkaRms3O8b9jBAT40NpqpaTEsdA1IMCX6dOjT44M/jidpD+2nXNJGTXR6Tw7VaNfu3YPXl4e+PjoiI+PoKiolqIiR3KDxx9fT2CgL7GxI1BG36xWR8Y8Hx8vrNa2kx1gBpKT412mXzlPN25ra1evyZ9+ms7rr2/FbHZkW1uwYJI6ElBRYWLYMD1lZfXMm+f4je1YTVicmgQBwkXHC7RSMKuurgmAsLCATotWB6tTZaBQcsdHRATxm9/MJTOzmOrqBh5/fD2VlQ2AY8Hwhg371Bu7sLAAzGYbw4cHcO+9yep8yzVrNjNr1liMxiba2trO6cK5oaTjTeKmTZlUVjawb18Rr732HXPnxhEY6MuSJVOZMGEEOTnFbNt2CKOxiW+/bSQ0NEDtqVKGoh0F87oO0JznrRYW1qg38YC6KNzLS4unp5bAQD1jx4aSn1+Bh4eWmhoTJpPjsmww+KttRH7U3HN+r5Xev44Zo3q7sPt82bBhHzk5xbS3Q3h4IA8/fLW6tmEw3XympeXj6+vFqFHD+eUvZ/VJNdeRI4eRlaVl5MhhJCWNBWD69OiTFWZ/bBdKFjjluj4UKdcaJZuSEkw717S5+OIYYmKGU1fXTEREEFVVjg4Ug8HRjgF1ml5BQSWNjWa8vT3x9v5xqs6qVevYtCmbLVtyuPzyOEaODCYyMoi4uHC2bj1MZGQQL7/8Da2tVrRamDs3jtWrb3D5Pmdnl6jF52bNGj/k6+acDgkCRLfmzInl4493UVHRdnIOIJ16B4YS5xGA5OR4NX90fHwEhYXV5OY6ytKPGWNg5MhhlJXVu9zYRUYOU4cuExIcQ9NNTRZaWmqYNWs8H398t3qBkxu/M+dcl2HOnFi2bMnBbrdTWWkiNTWX0FB/l+1NJjM+Pl6YzY71GdXVDWpWp02bcqitbUKn88Q5S1N3YmIMarVRgPXrM2hqMuPj41hQPnFiOOPHh6upCh25uKPJzCwG7Oo0JtG9jhVPq6tN6nqKtWvTWb/+BzUNa3+5bo0cOQyNRoPd3kZVVQMbNuxTb6AGk+7SLZ+vz8JRF6Cd0tJ6li1L6nK+uPMN8MaN+9i5s2DITcVzDqydOyCcp0YmJkbz2Wd7qa1tYu7cOBoaWtV1csprVqy4gk8/Tae0tB69XkdLi4UTJ+p55ZWUk0eyqyMxGRlF6HSehIYGkJdXwYkT9dTXN1Nf3ww4KjfrdF7qtTg39wTx8RFqgTKlE0c5T9FzEgSILikRd2OjGa0W/Py8mTZt9KAoZd8T7nqsusofXV5e51KQRslF7xw0KNMVnBc6ffDBTurrm4mJMbhkIVJeB/1vMeNA43yDqCzmnjVrLKNHh7J+fQYFBRXk5Z1g+vRocnPL8PLyVDNeALz99naCg/UEB+tpaGjBUXD01PnbO1beBEfl6ZQUM35+jsXDubknyMurVIvETZ7sqChcUeEIUgoLa04uHJZ20J2O0xi//jqHH344xp13vsvYsaH4+Hj1myk2ynf70KETaDQafHy8iI42uOSnh8HzeXeVbvl8fhZLlkyloaEFf3/vbjuwuhrFGyyfRW84f27OC7uVQC47u4SWFgulpfV8/PHdAJ0CvMzMIqqqTMybF8/y5Unce++HVFTUOwW8GrX6cEzMcMDO9u15NDa2Ehjoy+jRBqzWSgwGf7Kzi9m+/TA2WztNTWbKy40EBvqwePGPCUqG4ud0piQIEJ0439impOTS3m5n9OhQ7r9/nstw9WDXVTVa53+dfzSUypK5uSeoqDCdMgB4/PH1HDhQhoeHlilTojpNwxpsNwN9RcnotGVLzsnqz4E0NLTy9dc5GI2OVHRK6luAwEAftUDX2rXptLZaqatr5pprphAaGsCRI1WEhPh1e0xlcW98/AiOH69i9uw/MWvWWHQ6L+bNiyckxI/16/dRU9OARqNFr/eiqclKdnYxWVlFbue6i86UwmtLlkx1maLo5+eFydRKY6OZESOGceedl/abKTbKFECrtY3hw/3x9fVi6dLpaqcBDO7ezL5YE7BsWRKZmcWkpBxk7do9pzy+u8xiQ1nH36Pw8ABGjHCMZCnZlbKyisjJKcZqtWE2W3jtte+orlYW6DqSa0yaFElIiJ4lS6aq7eDuu98jNfUQUVEh/OY3l1Nd3ciuXUdob28nOjqEhQsT1PVV7e2OonMtLRZaWqzExITK53OGJAjoxx588EG0Ss6ykxYuXMjChQvP2TGdMwOMGWNAq9Xg4aFl6dKhF227S1+mDHN2pFzQXnppMxUVDZjNFtLS8vnXv3ZTWdmAl5cH5eVG8vJOqNViS0rq8PDQMnHiiE4ZKNxVwhWnR8k9nZdXgd0OCQlRaqYmnc6LyZNHnSw1D01N5pNThQ6xefN+WlutjBljIDDQm+zsYpqaLJhMrWRkFHV7TCW97Lx58ezceZTjx6sxGpuIi4sgOTkecBSHCw4eQULCKABSUnIpLa1TswENhXU3Z2rDhn1kZBwDfiwA9+mn6SenUzne47lz4/rq9NxyTrm4YMEkl+QD/XUR8+DQudaKwjmYdP6dG4qfhbsR8I6dXxUVJoKD/UhOjmfChBEnRwaKSUvLw253TGP08vJk9uxx3HrrLHXxb1VVIwsWTHYZJc/Pr6SlxUJJSS2ffbaXkhIjo0YFU1PTBNgpLzdSUFCBt7cnCQmj2Lv3OK2tViZPHqVmmlIWGA/Fz+tMSRDQj7388svo9frzesy1a/eQm1vGqFHBGAz+GI3NtLRYXG56+mJh1/nW8W/s6TxWJQvFl19m4+fnTUNDK01NjpzKVVUm9aYlNjaca66ZQleLFburhCt6T+mtWrJkKpmZxTQ2tuLl5cH48WHqTbiSts5kaj1Zz8EhONiP4GA/cnOL0Ot1jBwZhM3W5lJUrLMf08vGxYVRXu6orzF3riMrRmZmMRdfPMYljSVoyM4uHtJTEHrL+XNVbNiwj+ZmKxqNhnHjwjh8uIKsrGLKyx31Hvr62qX0MisLzXsytUycue5qrbgLJocqd6PQziPer732HeHhAcTHR5CTU8SWLTlYLDYsljZstnZstjYsFhteXjac02s7j24qc/v37DmG3W4nKioEX18dhw6doKamkREjhnHbbT85ORvhIA0NLQQG+hIQ4KsGH0onSV+sMRlMJAgQHdixWtsoL6/n8svjiIkxcORIpdpT6pzP17mI1mDT8ULY3TxW52k/bW1tauq5sjIjkZFBeHl50NrqqGQ6f/4FgCMzhZJm1d172BfzZgczZTGgsg7Dam0DHIHZ3r3HuOiiGOLjI9i69SB2+483ZRoNzJo1lhEjhpGefpT6+hZstjaKi+vIz6/ocqGpc3rZNWs24+XloX7eykjb4sVTXV4bERFEYmKUTP/phQkTRjBr1nh1USA4AoKsrCIaGlrIz6+kstIRUGdnO1LDKsFeX167nLOtAP1qwfJg1V3Pvrtgcih0drnT3W+P85q4iIggNVtQfHwk/v7eNDdbsFrbqKpypBjNz6/k2LFq4MeaAMpNe2ioP01NFrRaGD7cn2PHqk9mzvPnxhuT1IXFWVklhIT4YTZbsdna1BSgHZN0yDXz9EgQIFwsX57Ev/+dRXm5kQ8+2El09HDa2uxs3XqYu+9+9+SXugYPDy2DuZJiV3P/3VGmfoSFBVBZaTo5x38UJpO5Qxo6x6IqR3q0z0hJ2dtlIDVUh6LPtbS0fIzGZjw9tdhs7bS2Whk+PECtZNrSYsPT0wMPDy1tbe3o9Tpyc0+QkeEYgm5vt1Nf71gcbDD4d/nD4/z5Od9gdKxc6nxezgvORc90rPw8Z06s2pP7xhtbqa1tQqMBHx8vSkrqiIwM6hc3DMqakcTEUZ3agjj/OmYM6lgwayhdi7v77en4u+hcSBEc30dlWpDN1k5lZQPDhukxmy2sWrUOJbOQklnPz0+HwRCA0dhEXV0TGo2Giy+O4Xe/u5qsrCI2bNhHfX0z7e1QX99MeXk9sbHhJCREn/wNdUy5XL36p+fhnRmcJAgQbtnt0NhoRq/X4e3tSWNjC9u352OztXc5j30w6d1NuCMY0ut16PU6Wlut2O2cHPJPZ9OmnJOVJx0XyqysIrKySqivb2bLlgMkJkYP+SHo82XOnFjWrduL1dpOeHggyckTSUyMVnuUrrlmCrt2FVBZaSIgwIfmZrOa9lWj0eDhocHTU4vVaqO2tpG8vBOnbCfONxjOCz/7OmPKYOCc0tF55E5ZCLppUzYjRgwjIiKIrKxiDAZ/Ncjqq55e59HUa66ZLDcw/VBXwfpQ1zFjkLuCauXlRi69NBajsZkjR6qxWKx88kk6tbVNtLe38+9/Z3HJJeMYNsyHpiYLCQnDyMs7gUYDXl5aTpyo56WXNrN162GOHavGx8cLX18vtFoNZnO7mk2ourqRhoYWqqsb++S9GCwGbBCQl5dHamoq2dnZVFZWEhAQQFxcHLfeeisjR4502dZqtfLRRx+xdetWGhsbGTNmDLfccgtTp0512e748eN88sknFBQUUFdXh7e3N9HR0SxdupSkpKTT2mdvt+1raWn5DBv2Y85yux10Ok+CgwMJDfWnqqqR8ePDue++5CHVO9Id5wqxx445yprv2VPIqlXraW4209DQwuHDZt544zsmT46mvLwOi8WGh4cWo7GZDRv2SRBwjjkv/PP396a9vR2DwZ/Vq3/aqUBQbGwYTU0WDAZ/CgtbsdnaGT7cn6AgX8aPDycuLpx33vkPLS2WLj+7rjJDdRVcysjP6ekqp7nDj9O65s+/gClTolyeX7t2DykpBykvN57z9965PWzYsI/8/ArMZpvcwPRTHWsbiM7cjcI5p0UGqKvbR21tEzU1JsxmxxTMmppG0tLy8PPzprraxNatVnx9vRg9OhRvb09KS+tYv94xAmAytRIQ4MMFF0SQnV1KY6OZ7OxSVq36DLsdAgN9MRj8uztNcQoDNghYt24dubm5zJ49mzFjxmA0Gvnyyy+5//77efHFFxk9erS67SuvvMKOHTu49tpriYyM5LvvvuOpp55i9erVXHjhhep2VVVVtLS0cMUVVxASEoLZbGbnzp0888wz3HfffVx11VW93mdvt+1rHasFtrRY0Ok8mTlzHBERwWzcuI/GRnMfn2X/4nwjouQ9Liurp6SkDqu1DU9PLV5eHpSV1VNV5bjZvPjiGIKDfWlutrrMQxXnxgcf7CQnpwSTqUWtFXD55Y6sMY4fr8N89tkehg3zZf78Sdx66yzCwwP44IOdFBZWo9Vq8PLyQKOBrVsPEx09HE9PbZefnfIDabXaqKw0kZNT5FIkTjFU5x2fbe6CqOXLk9Rc7xUVpk7TrKqrG072JDac8/NTAg6lYrhO50l7ux27rAnulyQoP7WOo3COqUEQHz+C8PAAUlIO4u3tydixodTXt2C1tmO329FqtWg0jrpDTU1mxo0LZfz4cMBOSIgfW7cePjkDwQOz2UZrqxWTyXJyhN1OdXXjyWlAF6iZh8TpG7BBwPXXX8/vf/97vLy81MfmzJnDihUr+Oyzz/jd734HOEYMtm/fzu23387SpUsBSE5OZsWKFbz33nu88MIL6usvuugiLrroIpfjLFy4kAceeIDPP/9cDQJ6s8/ebNsfKBe+tWv3EBrqyIU+ZcoodSrL11/nkJtb1qNcy0NNx6HStWv3kJ1djNHYzLBheiIjh2E0NrNrVwGgwctL61LoRJw7kZFBFBRUEhkZhLe3jvDwQLy9dYDjcyspMdLYaMbT00NduwGOhaerVq3n2LFqdDpPysqM7N9fgq+vjvvuu+KUlUdzcoqorDSpAWB5uVGtCL18eZLUgziHEhKiWbJkKhs27HOZk6xkZDIYAk72JJ67NLzKdWDXrgIsFhuRkcMwGALZtauAurpmNBpJbygGpo6jcEq2H53Ok+zsEgoLHQt9DQZ/oqKCaWmxUl3diMViO3mtbWL8+DB++tOL1OKIycnxXHXVZFJTc5k5czwzZ4KyjiAgwJv8/AoMhgBiY8NcrtPi9A3YICA+Pr7TY5GRkURHR1NcXKw+tmPHDrRarUsvvk6nY/78+XzwwQdUVVURGhra5XE8PDwwGAzk5+ef1j7P9Pjnm/OCKC8vz5PV/i5Qv2yRkUEcOVJJVZWkrnTHuWd39eobOl0gS0vraGxsRafz4uKLY6QX4zy5995kJk92nQ6i/P+srCKGDfPB39+ba66Z3KlKZmRkEFVVJqZMGUViYjTvv7+TyMigbj+7jj+QyrQgpQAf4JKuUNrBuVFRYaK62nRyekETbW2OrveEhOhuU0aeLUoGICWDyr33XkFaWj6enh7Ex0diMPhLECgGtI5VlpU1VD4+XrS0WCgvN+Lv78OYMQamTBmprhVobbVQWWkiJeUgpaVG2tra2bIlh8svj1MX7ztfizds2IeXlweXXhonyRPOogEbBLhjt9sxGo1ER/94MT169CgjR47slG9/woQJABQWFna6CW9tbcVsNtPc3Mzu3bvJyMhgzpw5p7XP0zm+orm5uUd/t5eXl8uIyJlQFkTpdJ7U1pqoq2tyueEPDXX0noWGShErd5Se3ZycYkwms1rJVLlA1tU14eGhxWAIYPp0x4JUkBuAc015f90VfEtLy6empomgID9Gjw51eXzjxn3odJ5q2fuEhGi1anZPj9tx+o9jIbmd8PAAmQp0jimFuVpaavDx0dHW1o6ykL9j7nPlczibU7TmzIl1yaDibjG4VKUVA1HHdThpafksWTKVmBgDSu/9++/v5Ngxx3TK0tI6Ro4MYs6ciSQlWdRpPxkZxzEam/H29sRmaycgwJePP77b5XvpfF9SXl5HVlaRXDPPkkEVBGzbto2amhpuvvlm9bHa2lqCg4M7bas8VlNT0+m5t99+m6+//hoArVbLzJkzueeee05rn6dzfMXtt9/e5XPObrzxRm666aYebXsq4eEBGAwB+Pt7U1rqqGjrPGTtnP9cuFLS/sXHjyA7u4S8vArAkR3GuQy9st4iI6OI1lYrIEHA+dDV1BvnGzXn/NNms4WmJgstLRYiIhzfV6XIzenmmncOCqTIzbnnPCVISddbUHCCxYtf4Re/mMWyZZ2nZJ3NKVrugkB3AYZ0BoiBxvl7Ul5uJCXlIPPmXcDq1Teo20yYMEKdDldX10xZmZGqqkZ8fLzQ6Tzx9PTA19cLb+9hzJo1ltLSenWdlfPCfSUToXLtlWKKZ8+gCQKKi4t58803mThxIsnJyerjFovFbS+5TqdTn+/o2muvZfbs2dTW1pKWlkZ7eztWq/W09nk6x1e8++67PaoYfLZGAZQht5oaEzExBrWiLaB+2eXmv2vOmRESE6PVbDTOP/zKqEDHzDHi3HOeeqPM1VZ6rJxT3Sk35z4+Xmoea6U3SskidDZyzctUoHPP+Zrm7a0jIkLH2rV7aG11XHeXLUvq9Dmcq89FmWqZn3+C9977D9Omjea++5JlXYgYkJy/J2vXpp989MeV7srvXFWVibq6ZoKD9SfXxARgsdjYufMocXFhREUNZ8kSd2vj7Oq/3WcBE2diUAQBdXV1PP300+j1eh555BE8PDzU53Q6ncsNvEK5+VZuxp1FRUURFRUFOBbx/uEPf+CZZ57hpZdeQqPR9Gqfp3N8hV6v71EQcLY450Z2XnTj/MWTH6yudUwrp1zUOvb4SuaJvuH8vq9atY716zPw8fGisLCG6moTO3cW8PDDV7uUt3dO76no7TQR5/Skzj900g7OraysIh544J8cP17N6NEG5syJJS/vBJ6eWjQaDXq9o/Ok4+dwLj4XpTZAYWE1Vqsj48nWrYdobHRMGewPBcyE6I3O3xPHNMdPP01X1z/l5p7AYnFkw/Lz86aqqgmDIZCdO49SUVEPQHh4IBUVndcYJiZGU1hYQ2JidKeONHH2DPggoKmpiSeffJKmpib+/Oc/M3z4cJfnQ0JC3E65qaurA+i0vTuzZ8/m9ddfp7S0lFGjRvVqn2fj+OeL801sXt4J1qzZzJIlU5kwYYTbbYSrrm4e5D3rj+z4+HgxalQw06dHs379PurqHG3+4YevdvtDc7o3hxs27CMj4xiAZII6j9LS8ikursVstmG329VqpjZbOz4+XgQF6Xntte8wmy18+WU2Go2G3/zm8tP6jLoa3XPuPCkpqaOtrZ1x48KorDTh5eXRZfpSIQYS52l0hYU1tLZa8fLSUlHRwKxZY7nqqskuyREsFive3p7ExYXR2tpGeHjnNYYVFSZaW61UVJjU7EHKscTZM6CDAIvFwjPPPENpaSnPPvusy4JgRUxMDNnZ2TQ3N7v0qh8+fFh9vifHgR8X6vZmn2fj+OeLa0/perKzi8nLO8GCBReqc6BXrLhCvoS9JD2+/c/y5UlUVzdSVmbk8OEK/PwcI3I1NaazPt9UmeMq9SDOrzlzYsnJKaaszEhERBCpqblYLDb8/b0ZNSoYgyGAjRv3UVpah9HYjN0Oa9ZsZsKEEb3+/JUbIB8fL3WdD7hOo1TWnQDk5p5Qi9NJ54AYDDqOoG7ZkkN1tYnS0npeeOHn6nZZWUVkZZVQWlpHVVUjXl6ebkcC3HWeyXfl7BuwQUBbWxvPP/88hw4d4vHHH2fixIlut5s9ezYbNmzg66+/VvP0W61WUlJSiIuLc8nMYzQaCQoKcnm9zWYjNTUVnU6nThHqzT57s21/kZVVRHOzBa1Wc/IHTSPD1WdAmX9eXd1wcqpVkgQFfSwhIZqyMiM5OSVUVzcSExPKggXReHvrXNr52cgUs2xZkowA9JHJk6O4917HGjHnnvrw8AA++2wv+fkV2GxteHp6YLfbaW21nFYQ2PEGKDw8gHff/Q9HjlQybpxB7TzJyirijTdSsVptJCZGSbsQg0p5uZHy8jqWL09Sq2NPnx7tkn0rISFaTTXu66vj0kvj3N5buJumJ86+ARsEvPPOO+zevZukpCRMJhNbt251eX7u3LkAxMXFMXv2bD744APq6+uJiIggNTWVyspKVq5c6fKa119/nebmZiZNmkRISAhGo5Ft27ZRUlLCnXfeia+vb6/32Ztt+wtHHmstkyaNIiFhlBTlOENr1+5h/foMbLZ2QkL8iIgIlvezH1AKiPn66mhtteLtres0LaOrNTBS6bf/c/7sVqy4gry8E+rajMzMItLTCzGbbWg0EBsbSmxsOGVlRnVqQm8+4443LK+99h25ueWYzTY2bcohKWksKSkHycg4TmurBT8/H7e9n0IMVEpNDHDUQFmxwlFM0V0WNCXVeGxsuEyF62MDNgg4evQoAOnp6aSnp3d6XgkCAB588EE+/PBDtm7dSmNjI2PGjOGJJ55g0qRJLq+ZM2cO3377LZs2bcJkMuHr68v48eO57bbbmDFjhsu2Pd1nb7ftD5Sh6+rqhr4+lUHCMf88OFjPzJnjZESln1AKiJnNFjIyitzOS+1qPYcskO//On52GzbsIz39KHl5JwgM9MHb2xMfHy8iIoL4zW8up6LCRFVVo3pz3tPP2F2wMGdOLJs2ZbF/fyktLRbWrNlMXV0TZrOVkBB/EhNHSb5zMag4T79zvpa6u4ZKqvH+Y8AGAc8991yPt9XpdNxxxx3ccccd3W536aWXcumll57VffZ22/5AWeTjHNXLD9Xpc65MKu9j/6H03r722nfqArSutulIFnv3fx0/uyVLppKXd4K6uiZaW61MmzaGhx++Wp2mk5lZTGion3pz3tPPuKtgISjIj8BAH0wmM7W1Tfj4eGK3g8Hgj8EQIPnOxaCSkBDN5MlRLoG08njHNi7r5PqPARsEiHPDOcvFvHkXoBRQEqdPLnj92+nc0MtnOvAsW5ZEZmYxmzZl4+PjhcnUQl7eCTUTWmurhZiYUKqqmkhLy+9xEgR37UdJtxwQ4EtTkwW73c6kSaPw9HRkBJJ1VmIw6sm1VKZS9i8SBAgXSq9WcnK8S+U/IQar07mhlx+ygSkxMYrCwmpOnKgnL6+CDRv2AVBV1QBoqK5uxGDwdzs1rCvO7ce5E+Xii2P48stMdd1BdXWjOu1I2o0YjE51LVUK5jkCYZlK2R9IENCPPfjgg2i1WpfHFi5cyMKFC8/ZMWWagxCnJmsCBp5PP03nlVdS0GrhggsiGTFiGCNHDmPv3uNERgbj66ujsrIBo7GZzMzi08rcs3btHlJSDjJv3gVERATR1mZHo3E8V1lZT2ZmMRERQWf3DxNigHAuSKpUbpfOlL4lQUA/9vLLL5/XisHw4w1NWlq+y3+LMyMXu8FFguWBJSuriFdeSaGsrI7hw/0xGPy5995k1qzZTFmZkdjYcBISoti1q4C6umaUfP5d7atjYbAfv9N29V9loeR//3sEs9lGWFgg2dnF7N1bCMi1VQw9ztdNZT2WdKb0LQkCRCfSy3n2yXs6uMiagIElLS0frRYiI4O58MJI9uw5RmFhDSNHDuP48QD0eh179hSi13szc+Y4li/vehRA+S5bLDaqqkyUlxvVtpCYGE1hYQ0Wi401azbj7+9NePgwDIYAYmKGs2fPMbUXVIihpuN1UzpT+p4EAaIT+WKeffKeCtF3nL9/eXkneOWVFFpaagAIDw8kOFhPaamRlhYLoOl2JDQ8POBkZWALDQ0tVFX9mAmlosJEa6uVnTuPUl1tIjIyiIiIIJYsmcqECSPUKtV5eSckiBSD0pnU1xDnnwQBohP5Yp598p4K0XecpzmWl9eh1UJ7O0yfHk1tbTPZ2cVotRAVNRywux21+/TTdDZs2Ie/vzetrVa0Wi2Bgb6Ehv64iFgJEOLiwgBHUSQl/eyyZUmYTGZ1QfKECSNkiqAYdGTUe2CRIEAIIcSgp9ycxMdHEBU1nOLiGjIyiggI0FFSUkdwsJ6YmOEkJkardT2cbdiwj4yMY8TGhnPVVZPVNQHh4QG89tp3zJkTq44EgGOEITY2XC2KlJVVRECANxMmhLNkyVS5WRKDkox6DywSBAghhBjUsrKKKC83Eh8/guXLLwZQUxWaTJ7odJ74+XmTm3uCiIhgVqy4Qn3d2rV7ADvTpztu1JcsmcqyZUlkZRVRUWHis8/2kJ1dSk5OMffemwzQadGwc2rExYt/fD3IzZIYXE531FuSZ/QNCQKEEEIMas6pO5Wb8pgYg9rzX1Fhwmy2kJFR5FIjwLly+q23zuLjj+92eS41NZeCggpMplby8yvU5yZMGKGmGFUCgOLiGqKihqs3/TJFUIgfychY35AgQAghxCBnd/k3LS2f3NxykpPjmTBhBBUVJmprm2httZKZWaz24s+ZE0t5uRF3ldOV544fr8LTU4vBEOD2RkbJjR4VNZyHH75abnCEcEOmEfUNCQKEEEIMasuXJ7nM83f+13mtQHx8hEsu/xUrrnB7065ME8rOLsZstuHrqyM2Nsxlv871BK69dirh4QFSf0WILsjIWN+QIKAf64uKwUIIMdh0d4Oh3LiHhwfw/vs7OXasmoAAH9av30t2djHz519AZmYx1dUNGAwBLF+exNq16axf/wMeHlpCQwPx9/cmMTHa5ThKIaTk5HhWrLhCCiMJIfodCQL6sb6oGCyEEIOd0vtfXm5Us/ekpeVTWlpHW1s7Vmsb5eVGysvraWw0c+RIJbW1TXh6Kp0yGjw8tGi1GjQaDRaLjYoKk8sx3I06OP8rhBB9TYIAIYQQQ4pyI15eXqf2zs+ZE0tOTjFlZUZCQ/3Jzi5l7NhQliyZSkrKQXbtOoLFYmXXriPExoYRE2OgsLCKY8eq8ff3Zvv2w5SX15GYGE1mZjFgZ/nyJLXXX6Y7CCH6GwkChBBCDCnKDXnHtISTJ0dRVdVIa2sb0dHDufTSOJYtS6KiwkRhYTVNTRbq6prJzCxh3rwLsNvh8OETtLRYyckp4fjxGgoLazhypBKAiIhgufEXQvRbEgQIIYQYkjr2zisZfwoKTmC12ggPD1BrDFx88RgSE6NJSTlIWZmRkBA9I0cG0dxsxtvbC7PZyvjx4cyff4G6jXO6USGE6G8kCBBCCCGAvLwTbNt2mPr6Jry8PNmwYR/+/t5kZRUzb168y6jA+vX7aG42o9N5MmJEENXVJsrKjGRmFmEw+FNV1dhpnYAQQvQn2lNvIoQQQgx+Gzbso6ysDqu1DR8fL3JzyygoUIqAaQDHaIG3tyf19c0EB+uZNy+eJUumotN5cvjwCdaty2DLlgMYDP6yCFgI0a/JSIAQQggBLFkylePHa9BqwWZrp7a2CZutjTFjDFgsVhYtegW9XkdTkxkvLw9iY8OJiAhmwoQRJCSMorS0juZmM0ZjM42NZlkPIITo1yQIEEIIIYBly5KYMGEEa9fu4csvM2lra8NkaqWy0kRtbTNFRdW0t9sJCPBm2rQYDAZ/NdUoaLjmmslYLDZ27jzK9OkSAAgh+jcJAoQQQggnhYXV6HSehIT44+fnTVRUCBqNnbKyOsxmG97eOh5++GrAUXOgvLyO3NwTJCfHA3DkSDXe3rq+/BOEEOKUJAgQQgghTkpLy6e62kR4+DCam83U1TVTXW2istJEe7sdDw8Ner3rDX5IiB8+Pl6EhwcwYcIIQIqCCSH6PwkC+rEHH3wQrdZ17fbChQtZuHBhH52REEIMbsrNe3Z2MSkpB7Fa22hqMtPcbFGDgNZWK2lp+QCkpubi4+NFa6uVzMxiKipMat0BIYTozyQI6Mdefvll9Hp9X5+GEEIMGUrtgFWr1qHRgN1up6XFgt1ux9fXi7CwQKKiQigvr1NHAKZPj8bbW+dSgViCACFEfydBgBBCCHGSUkU4MTGKrKxiCgoqaGmxABAc7EdERBCenh7k5p5QRwBqa5sBx7Sh0FA/ysvryMoqkkBACNGvSRAghBBCnJSWlk9qai7JyfGsXr2UNWs2k59/Ap3Oi6VLp+LtrSM8PICKCpP6b05OEdu35+Pj40V8fCRVVSdIS8uXIEAI0a9JECCEEEKcpKwJUOb1P/zw1aSl5Xc7z3/Vqs/w8fFi1KhgliyZqq4LEEKI/kyCACGEEOIkZU1AV//tzvLlSUREBMuCYCHEgCJBgBBCCNFDWVlFvPFGKmVlRn7xi1ksW5ak3vgrGYMkEBBCDATaU28ihBBCDD1ZWUW89tp3ZGUVqY+lpeWzfXseOTklbNiwz+Xx1NRcNRAQQoj+TkYChBBCCCdKhiClEjD82Ls/Z04sOTnFlJUZWbJkqvoa57UEQggxEEgQIIQQQjhRevXj4yNITo53ubFPSIjmrbdu6/SanqwdEEKI/kSCACGEEMJJxwxBHSkjBc7PK48paUNlkbAQor+TIKAfe/DBB9FqXZdtLFy4kIULF/bRGQkhxOB3ql59ZaRA2RZg7do9pKQcJCwsAC8vT5fnhBCiP5IgoB97+eWX0ev1fX0aQgghnLif/28HIDJyGJMnR8vaACFEvydBgBBCCNEL7kYKpFaAEGKgkRShQgghxBlKSIhmxYorADqlFRVCiP5IRgKEEEKIs8TdegEhhOiPBmwQkJeXR2pqKtnZ2VRWVhIQEEBcXBy33norI0eOdNnWarXy0UcfsXXrVhobGxkzZgy33HILU6dOPa195uTk8Nhjj7k9rxdeeIGJEyee1vGFEEIMbFIvQAgxUAzYIGDdunXk5uYye/ZsxowZg9Fo5Msvv+T+++/nxRdfZPTo0eq2r7zyCjt27ODaa68lMjKS7777jqeeeorVq1dz4YUXntY+ARYvXkxsrOuFPiIiotO59vT4QgghBjapFyCEGDDsA9TBgwftFovF5bHS0lL7kiVL7C+++KL62OHDh+2LFi2yr1u3Tn3MbDbb77rrLvvvf//709pndna2fdGiRfb//Oc/pzzP3hxf0dTUZF+0aJG9qanplPs/WywWi/2jjz7q9PeLoU3ahXBH2oVwR9qF6EjaRN/o6X3kgF0YHB8fj5eXl8tjkZGRREdHU1xcrD62Y8cOtFotV111lfqYTqdj/vz5HDp0iKqqql7v01lzczNtbW1dnmdvjt+XrFYrn3zyCVarta9PRfQj0i6EO9IuhDvSLkRH0ib6twE7Hcgdu92O0WgkOvrHodijR48ycuTITvn2J0yYAEBhYSGhoaG92qfi1VdfpaWlBa1Wy4UXXsjtt9/eaXrQmRy/ubm5m7/2R15eXp2CFyGEEEIIIboyqIKAbdu2UVNTw80336w+VltbS3BwcKdtlcdqamp6vU9PT09mzZrFRRddRGBgIEVFRWzYsIFHHnmE559/nnHjxp2V499+++3dnpvixhtv5KabburRtkIIIYQQQgyaIKC4uJg333yTiRMnkpycrD5usVjc9pLrdDr1+d7uMz4+nvj4ePW/Z8yYwezZs/ntb3/LBx98wFNPPXVWjv/uu+/2qGKwjAIIIYQQQojeGLBrApzV1dXx9NNPo9freeSRR/Dw8FCf0+l0bueiKTffys14b/bpTmRkJJdccgnZ2dkuawRO9/gAer2+R/8bTEHAV1991denAPSP8+gP59Bf9Jf3oj+cR384h/6iv7wX/eE8+sM59Bf94b3oD+cA/ec8+oP+8F70h3NwNuCDgKamJp588kmampp46qmnGD58uMvzISEh1NXVdXqd8ljH7Xuyz64YDAZsNhtms/mMjj+U9ZcvSH84j/5wDv1Ff3kv+sN59Idz6C/6y3vRH86jP5xDf9Ef3ov+cA7Qf86jP+gP70V/OAdnAzoIsFgsPPPMM5SWlvLEE0+4XbwbExNDaWlpp0W2hw8fVp/v7T67cuLECXQ6HT4+Pqd9fCGEEEIIIc61ARsEtLW18fzzz3Po0CEeeeSRTlV6FbNnz6a9vZ2vv/5afcxqtZKSkkJcXJxLZp6e7rO+vr7TY4WFhaSnpzN16lS02h/f1t4cXwghhBBCiPNhwC4Mfuedd9i9ezdJSUmYTCa2bt3q8vzcuXMBiIuLY/bs2XzwwQfU19cTERFBamoqlZWVrFy58rT2+fzzz6PT6Zg4cSJBQUEUFRWxZcsWvL29+eUvf+nymt4cXwghhBBCiPNhwAYBR48eBSA9PZ309PROzys37AAPPvggH374IVu3bqWxsZExY8bwxBNPMGnSpNPa54wZM/j+++/54osvaG5uZtiwYcycOZMbb7yRyMjITq/r6fEVdrsd6HmdgLNBOdb5PKY77e3tfX4O/eU8+sM5SLvof+fRH85B2kX/O4/+cA7SLvrXOfSH8+gvbQL6/r04n+egHEO5n+yKxn6qLcR5V11d3eMaAUIIIYQQQnT07rvvYjAYunxegoB+qL29ndraWnx9fdFoNH19OkIIIYQQYoCw2+20tLQQEhLisk61IwkChBBCCCGEGGIGbHYgIYQQQgghxOmRIEAIIYQQQoghRoIAIYQQQgghhpgBmyJUuJeXl0dqairZ2dlUVlYSEBBAXFwct956KyNHjuy0fUFBAZ988gkHDx7EYrEwYsQIFixYwLXXXuuyndVq5aOPPnJJc3rLLbcwderU8/WniTPQm3ZRVlbGhx9+yMGDBzGZTISGhnLZZZexZMkSl2rYIO1ioDt+/DiffPIJBQUF1NXV4e3tTXR0NEuXLiUpKcll29581tIuBraetove/t5IuxjYenO9cPavf/2LDz/8kOjoaF5//fVOz0u76DuyMHiQee6558jNzWX27NmMGTMGo9HIl19+SWtrKy+++CKjR49Wt/3hhx945plnGDduHD/5yU/w9fWlvLwcu93eKUXpCy+8wI4dO7j22muJjIzku+++Iz8/n9WrV3PhhRee7z9T9FJP20VVVRW//e1v8fPz46qrriIgIIBDhw7x3XffMWPGDB5//HGX/Uq7GNj27t3Lv//9byZOnEhISAhms5mdO3dy4MAB7rvvPq666ip129581tIuBraetove/N6AtIuBrjfXC0V1dTX33HMPGo2GsLAwt0GAtIs+ZBeDysGDB+0Wi8XlsdLSUvuSJUvsL774ovpYU1OT/ZZbbrGvXr3a3tbW1u0+Dx8+bF+0aJF93bp16mNms9l+11132X//+9+f3T9AnBM9bRf/+te/7IsWLbIfO3bMZduXX37ZvmjRIrvJZFIfk3YxONlsNvtvf/tb+913360+1pvPWtrF4OSuXfT0umK3S7sYrNy1C2dr1qyxP/bYY/ZHHnnEfu+993Z6XtpF35I1AYNMfHw8Xl5eLo9FRkYSHR1NcXGx+tj333+P0Wjk1ltvRavV0traSnt7u9t97tixA61W6xLl63Q65s+fz6FDh6iqqjo3f4w4a3raLpQqg0FBQS7bBgcHo9Vq8fT8cQahtIvBycPDA4PBQFNTk/pYbz5raReDk7t20dPrCki7GKzctQvF/v372bFjB3fddVeXr5d20bckCBgC7HY7RqORwMBA9bHMzEz0ej01NTXcc889LFu2jJ/97Ge88cYbWCwWl9cfPXqUkSNHotfrXR6fMGECAIWFhef+jxBnnbt2MXnyZAD++te/cvToUaqqqkhLS2Pz5s0sWrTIZU2AtIvBo7W1lfr6esrLy/n888/JyMggISFBfb43n7W0i8HjVO3CHXfXFZB2MZj0pF20tbXx1ltvceWVVzJmzJgu9yXtom/JwuAhYNu2bdTU1HDzzTerj5WVldHW1sazzz7L/Pnz+cUvfkFOTg5ffvklTU1NPPTQQ+q2tbW1BAcHd9qv8lhNTc25/yPEWeeuXUyfPp1bbrmFtWvXsnv3bvXx5cuXc+utt7q8XtrF4PH222/z9ddfA6DVapk5cyb33HOP+nxvPmtpF4PHqdqFO+6uKyDtYjDpSbv4+uuvqaqq4tlnn+12X9Iu+pYEAYNccXExb775JhMnTiQ5OVl9vLW1FbPZzNVXX83dd98NwKxZs7DZbHz99dfcfPPNREZGAmCxWDoN+YJjyE55XgwsXbULgLCwMCZNmsSsWbMICAhg7969fPrppwQHB7No0SJ1O2kXg8e1117L7Nmzqa2tJS0tjfb2dqxWq/p8bz5raReDx6naRUfdXVekXQwep2oXDQ0NfPTRR/zsZz9j2LBh3e5L2kXfkulAg1hdXR1PP/00er2eRx55BA8PD/U55Qt26aWXurzmsssuA+DQoUMu27q78CtfTmVfYmDorl1s376d1157jd/+9rcsWLCAWbNmsXLlSpKTk3nvvfdoaGhQt5V2MXhERUWRmJhIcnIyf/zjH2lpaeGZZ57BfjJ5XG8+a2kXg8ep2oWz7q4rIO1iMDlVu/jwww/x9/d36TTqirSLviVBwCDV1NTEk08+SVNTE0899RTDhw93eT4kJATovABUidobGxtdtq2rq+t0DOWxjvsW/dep2sWmTZsYN24cBoPB5fEZM2ZgNps5evSo+pi0i8Fr9uzZ5OfnU1paCvTus5Z2MXh1bBeKU11XQNrFYObcLsrKytiyZQuLFy+mtraWiooKKioqsFqttLW1UVFRgclkUl8r7aJvSRAwCFksFp555hlKS0t54okniI6O7rTN+PHjgc7z7WprawFcFnXFxMRQWlqqZo5RHD58WH1e9H89aRdGo9FtliibzQY4FnsppF0MXkovnPLZ9uazlnYxeHVsF8pjp7qugLSLwcy5XdTU1NDe3s7f//53fvWrX6n/O3z4MKWlpfzqV7/in//8p/paaRd9S4KAQaatrY3nn3+eQ4cO8cgjjzBx4kS32/3kJz8B4Ntvv3V5/JtvvsHDw0PNEgOOKL+9vV1dCASOCn8pKSnExcURGhp6Dv4ScTb1tF1ERkZy5MiRTj1927dvR6vVumR5kHYx8BmNxk6P2Ww2UlNT0el0REVFAb37rKVdDHw9bRc9va6AtIvBoCftIjo6mscee6zT/6KjowkNDeWxxx5j/vz56uulXfQtWRg8yLzzzjvs3r2bpKQkTCYTW7dudXl+7ty5AIwbN4758+fz7bff0tbWxqRJk8jJyWHHjh0sW7bMZQguLi6O2bNn88EHH1BfX09ERASpqalUVlaycuXK8/r3idPT03axdOlSMjIyeOSRR1i4cCEBAQHs2bOHjIwMrrzySmkXg8zrr79Oc3MzkyZNIiQkBKPRyLZt2ygpKeHOO+/E19cX6N1nLe1i4Otpu+jpdQWkXQwGPWkXvr6+zJw5s9NrN27cCNDpOWkXfUtjd7fCRwxYjz76KPv37+/y+X//+9/q/7fZbHz66aekpKRQW1tLaGgoCxcu5Lrrruv0OovFwocffsi2bdtobGxkzJgx3HLLLUybNu2c/B3i7OpNu8jLy+Pjjz/m6NGjmEwmwsPDSU5O5oYbbui02E/axcC2fft2vv32W44dO4bJZMLX15fx48ezaNEiZsyY4bJtbz5raRcDW0/bRW+uKyDtYqDrzfWio0cffZSGhgZef/31Ts9Ju+g7EgQIIYQQQggxxMiaACGEEEIIIYYYCQKEEEIIIYQYYiQIEEIIIYQQYoiRIEAIIYQQQoghRoIAIYQQQgghhhgJAoQQQgghhBhiJAgQQgghhBBiiJEgQAghhBBCiCHGs69PQAgxtCxevLhX24eFhfH222+r1Un/8Y9/EB4efo7Orn9obW1l37597Nmzh4MHD1JZWYlWqyUiIoJZs2Zx/fXX4+vr26N9Pf7442RlZQHw7rvvYjAYXJ7Pycnhscce6/L1cXFxvPjii6c8zv79+3nsscew2+3Mnz+flStXut0uLy+P9evXk5ubS319PT4+PowePZr58+dzxRVXoNFoXLZPSUnhhx9+oLCwEKPRSGtrK4GBgUycOJHrrruOCy64wO25bN26lYKCAmpra2lsbMTHx4eYmBjmzZvH3LlzOx2nOx3b7COPPMLs2bPV//7LX/5Campqp9fp9XqioqK47LLLuOaaazpV3E5JSeHVV18lOTmZBx54oNPrS0pKWLVqFbW1tVx11VXce++9aDQa9bvwpz/9icmTJ6vbd6zgq9Vq8fX1JTAwkDFjxpCQkMDll1+On59fj//2nlD+/o7n09+sXLmSwsJC9b9vvPFGbrrppj48IyH6lgQBQojzKjk5udNjubm5lJeXExMTQ0xMjMtzgYGB5+vU+o3vv/+e1157DYCoqCiSkpJoaWkhNzeXjz/+mO3bt/Pcc88RFBTU7X5SUlLIyspCo9FwquLwERERxMfHu338VKxWq3q+3dmxYwfPP/887e3tjBs3jgsuuICGhgYOHDjAwYMHyczM5Pe//73La7766isKCwsZPXo0F1xwAV5eXpSWlrJz50527drFb37zG66++mqX1+zevZtvvvmGkSNHMnbsWPz9/ampqeHAgQPk5OSQkZHBQw89dMrzdebj48OsWbMAR2DqTnx8vPp+tbe3U1lZyaFDhzh8+DAZGRn88Y9/7HHwUVxczKpVq6irq+Oaa67hnnvu6fFrp02bpraNlpYWqqur2bNnD7t27eL999/n17/+NfPmzevRvgaTpKQkYmJiKC8vJzc3t69PR4g+J0GAEOK8ctfj+Ze//IXy8nIuueSSLnvmHnjgAcxmM8OHDz/Xp9jnPD09WbBgAddddx1RUVHq47W1tTz11FMcPXqU//3f/+32Rra+vp533nmHqVOnUlpaSmVlZbfHjI+Pd/vZ9MS//vUvysrKmD9/Pt98843bbdra2njzzTdpb2/nd7/7HZdffrn6XHFxMQ8//DDff/89V155JVOmTFGfu+eee4iKikKv17vsb/fu3fzpT3/iH//4B7NmzWLYsGHqc/Pnz+f666/v1FbKysp49NFH2b59O5dddhlJSUk9/hsDAwNP+f5ceeWVnW6u8/PzeeSRR8jIyGDXrl1qINGdoqIiVq1ahdFoZPHixfz617/u8XkC/PSnP+3UI9/U1MQXX3zBv/71L1599VXa2tpYsGBBr/Y70N1yyy2AIziWIEAIWRMghBggwsLCiIqKwtNz8PddXHHFFaxYscIlAAAICQnhN7/5DQC7du3CarV2uY///d//xWw2q9ufK8ePH2fdunXMnz/f7UiCoqSkBKPRyMiRI10CAHCMdiiP5efnuzwXFxfXKQAAmDFjBpMnT8ZisXDo0CGX56Kjo90Gi5GRkVxzzTUAZGdn9+TPO2OxsbHq1KEDBw6ccvvjx4+rAcD111/f6wCgK35+ftx0003cf//9APz973+nrq7urOxbCDEwDf5fUyHEoNDVmoDFixcTFhbG3//+dz799FNSU1OpqakhLCyMG264Qe2ZzcrK4l//+hcFBQVotVqSkpL41a9+5Xa6UVtbG1u2bCE1NZWioiLa2toYOXIkV1xxBYsWLeo0t/t8GjNmDOCYgmMymQgJCem0TUZGBt9//z233HJLj6bznC673c7rr7+On58ft912G7t37+5yWy8vrx7tMyAgoMfHVz6H3gSGp/OaM6WMUrS1tXW7nRIA1NfXs3TpUm6//fazfi5z587l66+/5uDBg3zzzTf87Gc/6/Frv/32W/79739TWlqKXq9n2rRp3HbbbV1uf+DAAdLS0jhw4ABVVVVYrVZCQ0O55JJL+OlPf4q/v7+67Y4dO/jzn//MpZde2uUI12uvvcaWLVv4n//5H/V7XV9fz4YNG0hPT6eqqgqtVktQUBBxcXEsWrSICRMm9PjvE2KokSBACDEorFmzhuzsbCZPnsyIESPYv38/r776KgC+vr688MILxMXFMW3aNA4dOsTWrVupqKjgz3/+s8tca7PZzNNPP012djYBAQHExcWh0+nIy8vjH//4h7qQVqvtm4HUiooKwHET6+6GubW1lTfeeINRo0axdOnSHu+3vLyc999/H5PJRGBgIBdccAHTpk3r9u/ctGkTubm5PPDAA6e8eQ8PDyciIoLS0lK2bdvWaTrQtm3b8Pf3Z+bMmT0636ysLLKzs/H39ycuLq5Hr6mqqmLz5s0AXHTRRT16zdlQUFAA0Glkx1lhYSGPP/44DQ0NLFu2jF/84hfn7HwuvfRSDh48SHZ2do+DgPfee49169bh6enJ5MmT0ev1/PDDD+Tk5HRax6N49913KSwsVBclWywWjh49yrp169izZw8vvviiusB9xowZBAcHs2vXLhoaGjoF5y0tLWzfvh29Xs9PfvITAJqbm/nd735HRUUFBoOBxMREPDw8qKqqIi0tjREjRkgQIEQ3JAgQQgx4lZWV+Pr68tZbb6m9rtnZ2axatYr/+7//w2q1smrVKi6++GLAcfPw0EMPcfDgQXJyclzmoL/zzjtkZ2czZ84c7rvvPjWTSnNzMy+88AK7d+9my5YtnRajni8bN24EHIs/3fWuf/TRR1RWVvKnP/2px73v4Fic3XGe9JgxY3j00UeJjIzstH1NTQ0ffPABU6ZMcbvYuyMPDw/uv/9+nn76aV566SU+//xzIiMjqa+v58CBA0RFRXH//fd3GUykpKSQk5OD1WqlvLycgoIC/Pz8eOihh1x6lJ0dOnSIzZs3097eTm1tLQcPHqS9vZ1bbrmFSZMm9eBdOX1tbW1UVVXx5Zdfsn//fgwGA3PnznW7bWlpKatWrcJkMvGzn/1Mnbt+rig37SUlJT3a/tChQ6xfvx4/Pz9Wr17NuHHjAMeN+bPPPkt6errb1/385z8nPj7eJRuR1WrlrbfeYsuWLXz++efceOONgCOonTdvHp9++ilbt27luuuuc9nX9u3baWlp4eqrr8bHxweAnTt3UlFRwYwZMzoF5vX19RiNxp69IUIMUbImQAgxKNx1110ui0OnTJnC2LFjqa2tZfr06WoAAI7UjcqiSOeUikajkW+++QaDwcD//M//uNy86PV6Vq5ciaenJ5s2bToPf1Fne/fu5dtvv8XT09PtjWJBQQEbN24kOTm5x6ka9Xo9S5cu5cUXX+Tjjz/m448/5tlnnyUuLo5jx47xhz/8gaampk6ve/PNN7FYLL1ac3DBBRfw3HPPMWLECI4cOUJaWhrZ2dloNBoSExMZMWJEl689ePAgqamppKWlUVBQQEBAACtXrmTatGldvqa8vJzU1FS2bdtGdnY27e3t3HTTTb0aIemNV199lcWLF7N48WKuv/567rrrLr744gsuu+wyXnzxRbdrGwAOHz6MyWRiwoQJ5zwAgB8zbjU2NvZo+82bN2O321m8eLEaAIBjhO3uu+/uMmvRRRdd1CkdqZeXF3fddRceHh6dpo9dddVVaLVatmzZ0mlf3377LYDLYub6+nrA8V3vOGI1bNgwRo8e3aO/T4ihSkYChBADnqenp9ue3REjRnD06FGmTp3q9jlwZNxR5OTkYLPZmD59Ot7e3p1eExwcTGRkJMePH8dsNrvd5lwpLi7mpZdewm63c/vtt3eagtHW1sZf//pX/Pz8uOOOO3q833Hjxrnc2AEkJCQwadIkVq1axYEDB9i0aRPLli1Tn9+5cyf//e9/+fnPf86oUaN6fKzvv/+eV199lbi4OB566CGio6Opra1l/fr1fP755+Tk5PDCCy+4HcFYuXIlK1eupKWlhdLSUtatW8dzzz3HggULWLFihdvjzZ07l7lz52K1WqmsrCQ1NZV//vOf7NmzhyeffLLLEYTT5ZwiFKCuro6CggL+85//4O/vr978djR27FjKysrIy8vjvffe63ae/dlwqnSxHSkLmi+99NJOz0VHRxMTE8PRo0fdvrampob09HRKSkpobm6mvb0dcHxny8rKXLYNCwtj2rRp7N27l9zcXHWh+bFjxzh8+DDjx493aavjx48HYP369QQFBXHRRRd1GWgJITqTIEAIMeAFBQW5vblSpg24yxSjzEV2zrCjpNHcsmWL295IZ42Njd0GAUqKzo6uvPJKLrzwwm733VFNTQ1PPvkkjY2NXH/99Vx77bWdttm4cSNHjx5l5cqVLiMip8vDw4MbbriBAwcO8MMPP6hBQHNzM2+99RaRkZEsX768x/srKyvjlVdeYdiwYTzxxBPq+x8ZGcmKFSuora1lz549fPvtt2oGH3d8fX0ZP348Dz/8MFarlS1btjB16lSX4l0deXl5MXLkSG699VYCAgJ4++23+eijj7j77rt7fP494S5FqDKN7KuvvsLf399tT/+YMWO4/fbbefrpp1m3bh2+vr69WrDbWw0NDUDPF2ErgXJoaKjb58PCwtwGAZ9//jnvv/8+Nputx+d29dVXs3fvXrZs2aIGAcp3sWNK04SEBK677jo2btzICy+8gIeHB+PGjSMxMZH58+d3O7IkhJAgQAgxCJxqkW5PF/EqvZRjx45Vs/B05VTZZVpbW91WkZ08eXKvggCTycQf/vAHKisrmTdvXpe9/Onp6Wg0Gr777rtOx1VSQf75z3/Gy8uLn/70p0yfPv2Ux1bWAjinkjxy5Ai1tbWEhYXxxBNPuD3O3r17efTRRwkODub//b//BzjmdNtsNqZNm+a22vFPfvIT9uzZw4EDB7oNApxdfvnl7N69m927d3cbBDibO3cub7/9Nv/973/PehDgjl6v57bbbmPv3r18+eWXXU73SUxM5OGHH+a5557jww8/xNfX122wdzYoN+zdLVQ+U4cOHeLtt9/Gz8+PFStWMHnyZIKDg9VRnl/+8pcuo3CK6dOnYzAY+M9//sOvf/1rPD092bZtG76+vm5HIn71q19x1VVXsXv3bjIzM8nNzVWrUv/+97/vcbsQYiiSIEAIIU4yGAyAY+76md4ghoeH8+9///uM9tHS0sKTTz5JcXExM2fOZMWKFd1WjbXb7d3moj98+DDgqEPQE8qccXcjHpWVlV0WIKurq6Ours6lsm51dTVApzniCuXxns5Thx/ntitzw3vC398frVar9oafD0pK26amJurr67scqZkxYwYPPPAAL7/8Mv/4xz/Q6/XnpLJvWloagMuC+O4EBwdTWVlJVVWV28DBXTv473//C8Ctt97aqb2ZzeYuaxR4eHiwYMECPvroI7Zt24Zer6exsZErr7yyy6k+o0aNYtSoUdxwww1YLBa+/PJL3n33Xf72t79JECBENyQIEEKIk5QFhunp6dx55519WpjMarXy7LPPkpeXx7Rp03jooYe6rU/w3HPPdfncnXfeSWVlJe+++64a6PTEzp07AVzmYU+ePLnL4CYlJYVXX32V+fPns3LlSpfngoODgc7FwBTK486Bw6koi7p7UwtByRB0PqeKKGldNRrNKdeRXHbZZbS2tvLaa6/x17/+FR8fHzUl5tmQmppKbm4u3t7eXHnllT16zYUXXkhlZSX/+c9/1Gw+iuLiYgoLCzu9Rgnm3E3F27FjR7frEq688kr++c9/smXLFvXGv6fVjXU6HUuXLuWLL76gtrYWo9FIUFBQj14rxFAj2YGEEOKk4cOHM3/+fCorK3nhhRfc9laWlZWxY8eOc3oebW1tvPDCC2RnZ3PhhRfy6KOP9irdZ2988cUXVFVVuTxmt9vZvHkzX3zxBRqNpsfTc7ozY8YMAHWhsbNDhw7xxRdfALj03BYXF5OWltapMrLdbmf79u2sW7cOjUbTKUXp+vXr3Y4o5OXl8de//hXgnPSwu9Pc3My7774LwKRJk9R1Kt1ZsGABv/rVr2hvb+ell15i7969Z3weTU1NfPLJJ2rtjHvuuafHa0eUdLhffPGFyw1/a2srf//7393e0CtTyb799luXNQFFRUW899573R4vJCSEpKQkjh49yv79+xkzZozbfP+7du3qVC0aHFmyjEYjvr6+XY48CSFkJEAIIVzcddddVFRUsHPnTn744QdiYmIIDQ3FbDZTVFREeXk5M2bMOKfTDL766it27doFOKa8/O1vf3O73R133HHGi4A3btzIO++8w7hx4wgPD8dqtXLs2DEqKirQarX8+te/VrOwnInx48ezZMkSNmzYwN/+9je++uoroqKiqK2t5fDhw7S3t7NgwQISExPV1xiNRp5//nn8/PwYN24cwcHBNDU1UVRURGVlJVqtljvvvLPTDeK7777L//3f/zFu3DjCwsKw2WycOHFCvYH9yU9+ck7m23/zzTfk5OS4nH9+fr5agO2ee+7p8b6uu+46Wlpa+Oijj3juued48sknO6V97Wpq2GeffUZKSgrguFGvqanhyJEj2Gw29Ho9d999d49qOyji4+PVz+7BBx9kypQp6PV69u/fj5eXF0lJSZ1qBcybN4/PP/+c9PR07rnnHmJjY2lsbGT//v3MmDGD/Pz8LqeTgSPwUL4DV111ldtt9u/fz8aNGxk+fDhjx45Fr9dTW1vLgQMH1HSw5yp4FmIwkCBACCGceHt78+STT/L999/z3XffUVhYSH5+PoGBgYSFhTF37ly3CxTPJudebOVGyJ2bbrrpjIOA66+/nn379lFUVERxcTE2m42QkBAuv/xyFi9efFYrrt5xxx3Ex8ezefNmCgoKKC0txdfXl0mTJnHllVdy2WWXuWwfHR3NzTffTE5ODmVlZeTm5qLRaDAYDMyfP59rrrnGbYBy9913k52dTWFhIcePH8dmszFs2DBmzJjBFVdc0eOqxL3VseCaTqcjPDycK664gqVLl6pTonrq5z//OS0tLaxfv55nnnmGZ555hri4OHVkpKtRhR9++AFwLIj39fUlICCAiy++mISEBObOnXtaaTTvuOMORo4cyZdffklOTg5+fn4kJiZy22238cEHH3TaPjAwkJdffpn33nuP/fv3k56eTnh4ODfffDNLlizh17/+dbfHu/DCC/H09ESr1XZqF4orrrgCrVbLgQMHyM/Pp6mpieDgYC666CKuvfZaEhISev13CjGUaOy9TRgshBBCDCGLFy8mLCyMt99+u69PBXAstjUajXz44YdnJR1sf/T999/z4osvkpyczAMPPHBW962sXbnxxhu56aabzuq+hRhIZCRACCGEOIWGhgb+8pe/ALBo0SJiY2P75DzS0tIwGo1ERUUN2gDAZrOxbt06ABYuXHjW9vvhhx9SVVVFeXn5WdunEAOZBAFCCCHEKTjXfUhKSjrvQcDbb79NQUEBBw8eBOiUpWcw2L17N//973/Jy8ujqKiISy655KxOR0tPT3ebyUiIoUqmAwkhhBD93J133kl9fT1jxoxh6dKlzJo1q69P6az7+OOP+eSTT/D392f69OncfffdPa5qLIToPQkChBBCCCGEGGKkToAQQgghhBBDjAQBQgghhBBCDDESBAghhBBCCDHESBAghBBCCCHEECNBgBBCCCGEEEOMBAFCCCGEEEIMMRIECCGEEEIIMcRIECCEEEIIIcQQI0GAEEIIIYQQQ8z/ByPeOpnIWRLxAAAAAElFTkSuQmCC\n"},"metadata":{"image/png":{"width":769,"height":376}},"output_type":"display_data"}],"outputs_reference":"s3:deepnote-cell-outputs-production/13e14897-084c-4450-b4cd-2fddbe4eb3d0","content_dependencies":null},{"cell_type":"code","metadata":{"source_hash":null,"execution_start":1722660819074,"execution_millis":33,"deepnote_to_be_reexecuted":false,"cell_id":"301bc1146eaa4580867a08ce453ee566","deepnote_cell_type":"code"},"source":"lc_stitched = lc.normalize()\nlc_stitched.plot(color = 'gold', lw = 0, marker = '.')","block_group":"515ed6a07a9f4f2eb8bd74dde1ee2f43","execution_count":null,"outputs":[{"output_type":"execute_result","execution_count":49,"data":{"text/plain":"<AxesSubplot: xlabel='Time - 2454833 [BKJD days]', ylabel='Normalized Flux'>"},"metadata":{}},{"data":{"text/plain":"<Figure size 848.5x400 with 1 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\n"},"metadata":{"image/png":{"width":756,"height":376}},"output_type":"display_data"}],"outputs_reference":"s3:deepnote-cell-outputs-production/f529df90-e622-4ab6-9793-8674c8bd2915","content_dependencies":null},{"cell_type":"code","metadata":{"source_hash":null,"execution_start":1722660833083,"execution_millis":17144,"deepnote_to_be_reexecuted":false,"cell_id":"1d87e92b022e47808f13adbd50929390","deepnote_cell_type":"code"},"source":"%matplotlib inline\nbin_time = 15/24/120\nlc_collection_binned = lc_stitched.bin(bin_time)\nlc_collection_binned.plot(color = 'green', lw = 0, marker = '.')","block_group":"6bf496aa76ce47b39f330ff2f69ddcad","execution_count":null,"outputs":[{"output_type":"execute_result","execution_count":50,"data":{"text/plain":"<AxesSubplot: xlabel='Time - 2454833 [BKJD days]', ylabel='Normalized Flux'>"},"metadata":{}},{"data":{"text/plain":"<Figure size 848.5x400 with 1 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\n"},"metadata":{"image/png":{"width":756,"height":376}},"output_type":"display_data"}],"outputs_reference":"s3:deepnote-cell-outputs-production/9a34d02d-9091-453d-8398-c1b11f498bc9","content_dependencies":null},{"cell_type":"code","metadata":{"allow_embed":true,"source_hash":null,"execution_start":1722660850632,"execution_millis":1774,"deepnote_to_be_reexecuted":false,"cell_id":"46391e251faa44919db57f75a1f05f18","deepnote_cell_type":"code"},"source":"%matplotlib inline\nbin_time = 15/input_1/2\nlc_collection_binned = lc_stitched.bin(bin_time)\nlc_collection_binned.plot(color = 'red', lw = 0, marker = '.')","block_group":"200bd98a466e4db8871ee7301f2987f7","execution_count":null,"outputs":[{"output_type":"execute_result","execution_count":51,"data":{"text/plain":"<AxesSubplot: xlabel='Time - 2454833 [BKJD days]', ylabel='Normalized Flux'>"},"metadata":{}},{"data":{"text/plain":"<Figure size 848.5x400 with 1 Axes>","image/png":"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\n"},"metadata":{"image/png":{"width":756,"height":376}},"output_type":"display_data"}],"outputs_reference":"s3:deepnote-cell-outputs-production/79c93ecd-515b-457e-ab37-545f594ce00f","content_dependencies":null},{"cell_type":"markdown","metadata":{"formattedRanges":[],"cell_id":"992efbec97c8470d99f49b566b9872c0","deepnote_cell_type":"text-cell-h1"},"source":"# Test","block_group":"6ae683c7bfd44ba6a3359846bd511274"},{"cell_type":"code","metadata":{"source_hash":null,"execution_start":1722659336502,"execution_millis":230,"deepnote_to_be_reexecuted":false,"cell_id":"e534f4997f584418bebde997cecde4a0","deepnote_cell_type":"code"},"source":"select_sector = available_data_all[0:1]\nselect_sector","block_group":"9b8aeb083b09479884446c4dfbfde21a","execution_count":null,"outputs":[{"output_type":"execute_result","execution_count":19,"data":{"text/plain":"SearchResult containing 1 data products.\n\n #     mission     year author exptime target_name distance\n                                  s                 arcsec \n--- -------------- ---- ------ ------- ----------- --------\n  0 TESS Sector 01 2018   SPOC     120   150428135      0.0","text/html":"SearchResult containing 1 data products.\n\n<table id=\"table140666769102640\">\n<thead><tr><th>#</th><th>mission</th><th>year</th><th>author</th><th>exptime</th><th>target_name</th><th>distance</th></tr></thead>\n<thead><tr><th></th><th></th><th></th><th></th><th>s</th><th></th><th>arcsec</th></tr></thead>\n<tr><td>0</td><td>TESS Sector 01</td><td>2018</td><td><a href='https://heasarc.gsfc.nasa.gov/docs/tess/pipeline.html'>SPOC</a></td><td>120</td><td>150428135</td><td>0.0</td></tr>\n</table>"},"metadata":{}}],"outputs_reference":"dbtable:cell_outputs/e1883a2d-09d4-4cd2-a162-6a11e693cff6","content_dependencies":null},{"cell_type":"code","metadata":{"source_hash":null,"execution_start":1722659336526,"execution_millis":488,"deepnote_to_be_reexecuted":false,"cell_id":"79e5226e4d2e4ee391499239c3119d34","deepnote_cell_type":"code"},"source":"%matplotlib inline\nlc_collection = select_sector.download_all()\nlc_collection.plot(linewidth = 0, marker = '.')","block_group":"e1b67bed30374663b4a8755c145f35bf","execution_count":null,"outputs":[{"output_type":"execute_result","execution_count":20,"data":{"text/plain":"<AxesSubplot: xlabel='Time - 2457000 [BTJD days]', ylabel='Flux [$\\\\mathrm{e^{-}\\\\,s^{-1}}$]'>"},"metadata":{}},{"data":{"text/plain":"<Figure size 848.5x400 with 1 Axes>","image/png":"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\n"},"metadata":{"image/png":{"width":759,"height":383}},"output_type":"display_data"}],"outputs_reference":"s3:deepnote-cell-outputs-production/990adc7e-b34f-42e5-bd1e-609060204aa4","content_dependencies":null},{"cell_type":"code","metadata":{"source_hash":null,"execution_start":1722660648413,"execution_millis":145729,"deepnote_to_be_reexecuted":false,"cell_id":"b2c2089e510247bd8b13bba0925c5fb0","deepnote_cell_type":"code"},"source":"TIC = 'TOI-700d'\navailable_data_all = lk.search_lightcurve(TIC)\navailable_data_all\nsector_data = lk.search_lightcurve(TIC)\nlc = sector_data.download()\nlc.plot(linewidth = 0, marker = '.', color = 'midnightblue', alpha = 0.5)","block_group":"88c7cefaf49d4bd7bdd1d3c53e9578da","execution_count":null,"outputs":[{"name":"stderr","text":"/root/venv/lib/python3.9/site-packages/lightkurve/search.py:424: LightkurveWarning: Warning: 144 files available to download. Only the first file has been downloaded. Please use `download_all()` or specify additional criteria (e.g. quarter, campaign, or sector) to limit your search.\n  warnings.warn(\n","output_type":"stream"},{"output_type":"execute_result","execution_count":47,"data":{"text/plain":"<AxesSubplot: xlabel='Time - 2457000 [BTJD days]', ylabel='Flux [$\\\\mathrm{e^{-}\\\\,s^{-1}}$]'>"},"metadata":{}},{"data":{"text/plain":"<Figure size 848.5x400 with 1 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\n"},"metadata":{"image/png":{"width":759,"height":383}},"output_type":"display_data"}],"outputs_reference":"s3:deepnote-cell-outputs-production/b1bc1657-6b57-41db-84e5-00b1b3f4ee8f","content_dependencies":null},{"cell_type":"markdown","metadata":{"formattedRanges":[],"cell_id":"27dc279309474e029503eb76a5a95cc6","deepnote_cell_type":"text-cell-h2"},"source":"## Normalise the data (from multiple sectors) to fluctuate ~ 1","block_group":"83915d90425a4706b17a36c9c047227b"},{"cell_type":"code","metadata":{"source_hash":null,"execution_start":1722659337553,"execution_millis":398,"deepnote_to_be_reexecuted":false,"cell_id":"bb07f7afcef546b0a261657325ffcdac","deepnote_cell_type":"code"},"source":"lc_collection_stitched = lc_collection.stitch()\nlc_collection_stitched.plot(linewidth = 0, marker = '.', color = 'red')","block_group":"b568f3b1b6fd42a4a07a813d7f65fdc6","execution_count":null,"outputs":[{"output_type":"execute_result","execution_count":21,"data":{"text/plain":"<AxesSubplot: xlabel='Time - 2457000 [BTJD days]', ylabel='Normalized Flux'>"},"metadata":{}},{"data":{"text/plain":"<Figure size 848.5x400 with 1 Axes>","image/png":"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\n"},"metadata":{"image/png":{"width":756,"height":376}},"output_type":"display_data"}],"outputs_reference":"s3:deepnote-cell-outputs-production/cfaa9a12-fb88-4db8-8a2a-3fec95338030","content_dependencies":null},{"cell_type":"markdown","metadata":{"formattedRanges":[],"cell_id":"f966a66f50724beb83aefc15a3bab5b1","deepnote_cell_type":"text-cell-p"},"source":"You can use `collectionName.normalize().plot()` for single sector collections","block_group":"ef0f10954673455785e1c133e24e88cd"},{"cell_type":"code","metadata":{"source_hash":null,"execution_start":1722659338116,"execution_millis":887,"deepnote_to_be_reexecuted":false,"cell_id":"48216ec681ff4dc8bee9ac5e2c69d828","deepnote_cell_type":"code"},"source":"TIC = 'TIC 284475976'\nsector_data = lk.search_lightcurve(TIC, author = 'SPOC', sector = 23)\nlc = sector_data.download()\nlc.plot(linewidth = 0, marker = '.', color = 'midnightblue', alpha = 0.5)","block_group":"6992834a72b64d04b1656977dbbdb623","execution_count":null,"outputs":[{"output_type":"execute_result","execution_count":22,"data":{"text/plain":"<AxesSubplot: xlabel='Time - 2457000 [BTJD days]', ylabel='Flux [$\\\\mathrm{e^{-}\\\\,s^{-1}}$]'>"},"metadata":{}},{"data":{"text/plain":"<Figure size 848.5x400 with 1 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\n"},"metadata":{"image/png":{"width":759,"height":379}},"output_type":"display_data"}],"outputs_reference":"s3:deepnote-cell-outputs-production/7a635f84-1b88-40aa-80f4-f53b780e1641","content_dependencies":null},{"cell_type":"code","metadata":{"source_hash":null,"execution_start":1722659339845,"execution_millis":13070,"deepnote_to_be_reexecuted":false,"cell_id":"85222c526d284e0882aea6742b30c865","deepnote_cell_type":"code"},"source":"TIC = 'KIC 10593626'\navailable_data_all = lk.search_lightcurve(TIC, author=\"SPOC\")\navailable_data_all\nsector_data = lk.search_lightcurve(TIC, author = 'SPOC', sector = 5)\nlc = sector_data.download()\nlc.plot(linewidth = 0, marker = '.', color = 'midnightblue', alpha = 0.5)","block_group":"f69ee2785bcf4e998c759c623ece63f6","execution_count":null,"outputs":[{"output_type":"error","ename":"KeyboardInterrupt","evalue":"","traceback":["\u001b[0;31m---------------------------------------------------------------------------\u001b[0m","\u001b[0;31mKeyboardInterrupt\u001b[0m                         Traceback (most recent call last)","Cell \u001b[0;32mIn [23], line 4\u001b[0m\n\u001b[1;32m      2\u001b[0m available_data_all \u001b[38;5;241m=\u001b[39m lk\u001b[38;5;241m.\u001b[39msearch_lightcurve(TIC, author\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mSPOC\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m      3\u001b[0m available_data_all\n\u001b[0;32m----> 4\u001b[0m sector_data \u001b[38;5;241m=\u001b[39m \u001b[43mlk\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43msearch_lightcurve\u001b[49m\u001b[43m(\u001b[49m\u001b[43mTIC\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mauthor\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43m \u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mSPOC\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43msector\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43m \u001b[49m\u001b[38;5;241;43m5\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[1;32m      5\u001b[0m lc \u001b[38;5;241m=\u001b[39m sector_data\u001b[38;5;241m.\u001b[39mdownload()\n\u001b[1;32m      6\u001b[0m lc\u001b[38;5;241m.\u001b[39mplot(linewidth \u001b[38;5;241m=\u001b[39m \u001b[38;5;241m0\u001b[39m, marker \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124m.\u001b[39m\u001b[38;5;124m'\u001b[39m, color \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mmidnightblue\u001b[39m\u001b[38;5;124m'\u001b[39m, alpha \u001b[38;5;241m=\u001b[39m \u001b[38;5;241m0.5\u001b[39m)\n","File \u001b[0;32m~/venv/lib/python3.9/site-packages/memoization/caching/plain_cache.py:42\u001b[0m, in \u001b[0;36mget_caching_wrapper.<locals>.wrapper\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m     40\u001b[0m \u001b[38;5;28;01mwith\u001b[39;00m lock:\n\u001b[1;32m     41\u001b[0m     misses \u001b[38;5;241m+\u001b[39m\u001b[38;5;241m=\u001b[39m \u001b[38;5;241m1\u001b[39m\n\u001b[0;32m---> 42\u001b[0m result \u001b[38;5;241m=\u001b[39m \u001b[43muser_function\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43margs\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m     43\u001b[0m cache[key] \u001b[38;5;241m=\u001b[39m values_toolkit\u001b[38;5;241m.\u001b[39mmake_cache_value(result, ttl)\n\u001b[1;32m     44\u001b[0m key_argument_map[key] \u001b[38;5;241m=\u001b[39m (args, kwargs)\n","File \u001b[0;32m~/venv/lib/python3.9/site-packages/lightkurve/search.py:836\u001b[0m, in \u001b[0;36msearch_lightcurve\u001b[0;34m(target, radius, exptime, cadence, mission, author, quarter, month, campaign, sector, limit)\u001b[0m\n\u001b[1;32m    736\u001b[0m \u001b[38;5;124;03m\"\"\"Search the `MAST data archive <https://archive.stsci.edu>`_ for light curves.\u001b[39;00m\n\u001b[1;32m    737\u001b[0m \n\u001b[1;32m    738\u001b[0m \u001b[38;5;124;03mThis function fetches a data table that lists the Light Curve Files\u001b[39;00m\n\u001b[0;32m   (...)\u001b[0m\n\u001b[1;32m    833\u001b[0m \u001b[38;5;124;03m    >>> search_lightcurve('Kepler-10', radius=100, quarter=4, exptime=1800).download_all()  # doctest: +SKIP\u001b[39;00m\n\u001b[1;32m    834\u001b[0m \u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[1;32m    835\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[0;32m--> 836\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43m_search_products\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m    837\u001b[0m \u001b[43m        \u001b[49m\u001b[43mtarget\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    838\u001b[0m \u001b[43m        \u001b[49m\u001b[43mradius\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mradius\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    839\u001b[0m \u001b[43m        \u001b[49m\u001b[43mfiletype\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mLightcurve\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\n\u001b[1;32m    840\u001b[0m \u001b[43m        \u001b[49m\u001b[43mexptime\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mexptime\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;129;43;01mor\u001b[39;49;00m\u001b[43m \u001b[49m\u001b[43mcadence\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    841\u001b[0m \u001b[43m        \u001b[49m\u001b[43mmission\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mmission\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    842\u001b[0m \u001b[43m        \u001b[49m\u001b[43mprovenance_name\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mauthor\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    843\u001b[0m \u001b[43m        \u001b[49m\u001b[43mquarter\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mquarter\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    844\u001b[0m \u001b[43m        \u001b[49m\u001b[43mmonth\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mmonth\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    845\u001b[0m \u001b[43m        \u001b[49m\u001b[43mcampaign\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mcampaign\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    846\u001b[0m \u001b[43m        \u001b[49m\u001b[43msector\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43msector\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    847\u001b[0m \u001b[43m        \u001b[49m\u001b[43mlimit\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mlimit\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    848\u001b[0m \u001b[43m    \u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    849\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m SearchError \u001b[38;5;28;01mas\u001b[39;00m exc:\n\u001b[1;32m    850\u001b[0m     log\u001b[38;5;241m.\u001b[39merror(exc)\n","File \u001b[0;32m~/venv/lib/python3.9/site-packages/lightkurve/search.py:984\u001b[0m, in \u001b[0;36m_search_products\u001b[0;34m(target, radius, filetype, mission, provenance_name, exptime, quarter, month, campaign, sector, limit, **extra_query_criteria)\u001b[0m\n\u001b[1;32m    982\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m filetype\u001b[38;5;241m.\u001b[39mlower() \u001b[38;5;241m==\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mffi\u001b[39m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;129;01mand\u001b[39;00m radius \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[1;32m    983\u001b[0m     radius \u001b[38;5;241m=\u001b[39m \u001b[38;5;241m0.0001\u001b[39m \u001b[38;5;241m*\u001b[39m u\u001b[38;5;241m.\u001b[39marcsec\n\u001b[0;32m--> 984\u001b[0m observations \u001b[38;5;241m=\u001b[39m \u001b[43m_query_mast\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m    985\u001b[0m \u001b[43m    \u001b[49m\u001b[43mtarget\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    986\u001b[0m \u001b[43m    \u001b[49m\u001b[43mradius\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mradius\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    987\u001b[0m \u001b[43m    \u001b[49m\u001b[43mproject\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mmission\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    988\u001b[0m \u001b[43m    \u001b[49m\u001b[43mprovenance_name\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mprovenance_name\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    989\u001b[0m \u001b[43m    \u001b[49m\u001b[43mexptime\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mexptime\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    990\u001b[0m \u001b[43m    \u001b[49m\u001b[43msequence_number\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mcampaign\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;129;43;01mor\u001b[39;49;00m\u001b[43m \u001b[49m\u001b[43msector\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    991\u001b[0m \u001b[43m    \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mextra_query_criteria\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    992\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    993\u001b[0m log\u001b[38;5;241m.\u001b[39mdebug(\n\u001b[1;32m    994\u001b[0m     \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mMAST found \u001b[39m\u001b[38;5;132;01m{}\u001b[39;00m\u001b[38;5;124m observations. \u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m    995\u001b[0m     \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mNow querying MAST for the corresponding data products.\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m    996\u001b[0m     \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;241m.\u001b[39mformat(\u001b[38;5;28mlen\u001b[39m(observations))\n\u001b[1;32m    997\u001b[0m )\n\u001b[1;32m    998\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mlen\u001b[39m(observations) \u001b[38;5;241m==\u001b[39m \u001b[38;5;241m0\u001b[39m:\n","File \u001b[0;32m~/venv/lib/python3.9/site-packages/lightkurve/search.py:1211\u001b[0m, in \u001b[0;36m_query_mast\u001b[0;34m(target, radius, project, provenance_name, exptime, sequence_number, **extra_query_criteria)\u001b[0m\n\u001b[1;32m   1209\u001b[0m     warnings\u001b[38;5;241m.\u001b[39mfilterwarnings(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mignore\u001b[39m\u001b[38;5;124m\"\u001b[39m, category\u001b[38;5;241m=\u001b[39mNoResultsWarning)\n\u001b[1;32m   1210\u001b[0m     warnings\u001b[38;5;241m.\u001b[39mfilterwarnings(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mignore\u001b[39m\u001b[38;5;124m\"\u001b[39m, message\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mt_exptime is continuous\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m-> 1211\u001b[0m     obs \u001b[38;5;241m=\u001b[39m \u001b[43mObservations\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mquery_criteria\u001b[49m\u001b[43m(\u001b[49m\u001b[43mobjectname\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mtarget\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mquery_criteria\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m   1212\u001b[0m obs\u001b[38;5;241m.\u001b[39msort(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mdistance\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m   1213\u001b[0m \u001b[38;5;66;03m# We use `exptime` as an alias for `t_exptime`\u001b[39;00m\n","File \u001b[0;32m~/venv/lib/python3.9/site-packages/astroquery/utils/class_or_instance.py:25\u001b[0m, in \u001b[0;36mclass_or_instance.__get__.<locals>.f\u001b[0;34m(*args, **kwds)\u001b[0m\n\u001b[1;32m     23\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mf\u001b[39m(\u001b[38;5;241m*\u001b[39margs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwds):\n\u001b[1;32m     24\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m obj \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[0;32m---> 25\u001b[0m         \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mfn\u001b[49m\u001b[43m(\u001b[49m\u001b[43mobj\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43margs\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwds\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m     26\u001b[0m     \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m     27\u001b[0m         \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mfn(\u001b[38;5;28mcls\u001b[39m, \u001b[38;5;241m*\u001b[39margs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwds)\n","File \u001b[0;32m~/venv/lib/python3.9/site-packages/astroquery/utils/process_asyncs.py:26\u001b[0m, in \u001b[0;36masync_to_sync.<locals>.create_method.<locals>.newmethod\u001b[0;34m(self, *args, **kwargs)\u001b[0m\n\u001b[1;32m     22\u001b[0m \u001b[38;5;129m@class_or_instance\u001b[39m\n\u001b[1;32m     23\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mnewmethod\u001b[39m(\u001b[38;5;28mself\u001b[39m, \u001b[38;5;241m*\u001b[39margs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs):\n\u001b[1;32m     24\u001b[0m     verbose \u001b[38;5;241m=\u001b[39m kwargs\u001b[38;5;241m.\u001b[39mpop(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mverbose\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;28;01mFalse\u001b[39;00m)\n\u001b[0;32m---> 26\u001b[0m     response \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mgetattr\u001b[39;49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43masync_method_name\u001b[49m\u001b[43m)\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43margs\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m     27\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m kwargs\u001b[38;5;241m.\u001b[39mget(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mget_query_payload\u001b[39m\u001b[38;5;124m'\u001b[39m) \u001b[38;5;129;01mor\u001b[39;00m kwargs\u001b[38;5;241m.\u001b[39mget(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mfield_help\u001b[39m\u001b[38;5;124m'\u001b[39m):\n\u001b[1;32m     28\u001b[0m         \u001b[38;5;28;01mreturn\u001b[39;00m response\n","File \u001b[0;32m~/venv/lib/python3.9/site-packages/astroquery/utils/class_or_instance.py:25\u001b[0m, in \u001b[0;36mclass_or_instance.__get__.<locals>.f\u001b[0;34m(*args, **kwds)\u001b[0m\n\u001b[1;32m     23\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mf\u001b[39m(\u001b[38;5;241m*\u001b[39margs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwds):\n\u001b[1;32m     24\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m obj \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[0;32m---> 25\u001b[0m         \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mfn\u001b[49m\u001b[43m(\u001b[49m\u001b[43mobj\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43margs\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwds\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m     26\u001b[0m     \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m     27\u001b[0m         \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mfn(\u001b[38;5;28mcls\u001b[39m, \u001b[38;5;241m*\u001b[39margs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwds)\n","File \u001b[0;32m~/venv/lib/python3.9/site-packages/astroquery/mast/observations.py:294\u001b[0m, in \u001b[0;36mObservationsClass.query_criteria_async\u001b[0;34m(self, pagesize, page, **criteria)\u001b[0m\n\u001b[1;32m    290\u001b[0m     service \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_caom_filtered\n\u001b[1;32m    291\u001b[0m     params \u001b[38;5;241m=\u001b[39m {\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mcolumns\u001b[39m\u001b[38;5;124m\"\u001b[39m: \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m*\u001b[39m\u001b[38;5;124m\"\u001b[39m,\n\u001b[1;32m    292\u001b[0m               \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mfilters\u001b[39m\u001b[38;5;124m\"\u001b[39m: mashup_filters}\n\u001b[0;32m--> 294\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m 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\u001b[38;5;28;01mif\u001b[39;00m obj \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[0;32m---> 25\u001b[0m         \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mfn\u001b[49m\u001b[43m(\u001b[49m\u001b[43mobj\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43margs\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwds\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m     26\u001b[0m     \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m     27\u001b[0m         \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mfn(\u001b[38;5;28mcls\u001b[39m, \u001b[38;5;241m*\u001b[39margs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwds)\n","File \u001b[0;32m~/venv/lib/python3.9/site-packages/astroquery/mast/discovery_portal.py:362\u001b[0m, in \u001b[0;36mPortalAPI.service_request_async\u001b[0;34m(self, service, params, pagesize, page, **kwargs)\u001b[0m\n\u001b[1;32m    359\u001b[0m     mashup_request[prop] \u001b[38;5;241m=\u001b[39m value\n\u001b[1;32m    361\u001b[0m req_string \u001b[38;5;241m=\u001b[39m _prepare_service_request_string(mashup_request)\n\u001b[0;32m--> 362\u001b[0m response \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_request\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mPOST\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mMAST_REQUEST_URL\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mdata\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mreq_string\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mheaders\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mheaders\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    363\u001b[0m \u001b[43m                         \u001b[49m\u001b[43mretrieve_all\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mretrieve_all\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    365\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m response\n","File \u001b[0;32m~/venv/lib/python3.9/site-packages/astroquery/mast/discovery_portal.py:181\u001b[0m, in \u001b[0;36mPortalAPI._request\u001b[0;34m(self, method, url, params, data, headers, files, stream, auth, retrieve_all)\u001b[0m\n\u001b[1;32m    178\u001b[0m status \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mEXECUTING\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m    180\u001b[0m \u001b[38;5;28;01mwhile\u001b[39;00m status \u001b[38;5;241m==\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mEXECUTING\u001b[39m\u001b[38;5;124m\"\u001b[39m:\n\u001b[0;32m--> 181\u001b[0m     response \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43msuper\u001b[39;49m\u001b[43m(\u001b[49m\u001b[43mPortalAPI\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m)\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_request\u001b[49m\u001b[43m(\u001b[49m\u001b[43mmethod\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43murl\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mparams\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mparams\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mdata\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mdata\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    182\u001b[0m \u001b[43m                                               \u001b[49m\u001b[43mheaders\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mheaders\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mfiles\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mfiles\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mcache\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43;01mFalse\u001b[39;49;00m\u001b[43m,\u001b[49m\n\u001b[1;32m    183\u001b[0m \u001b[43m                                               \u001b[49m\u001b[43mstream\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mstream\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mauth\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mauth\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    185\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m (time\u001b[38;5;241m.\u001b[39mtime() \u001b[38;5;241m-\u001b[39m start_time) \u001b[38;5;241m>\u001b[39m\u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mTIMEOUT:\n\u001b[1;32m    186\u001b[0m         \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mTimeoutError\u001b[39;00m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mTimeout limit of \u001b[39m\u001b[38;5;132;01m{}\u001b[39;00m\u001b[38;5;124m exceeded.\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;241m.\u001b[39mformat(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mTIMEOUT))\n","File \u001b[0;32m~/venv/lib/python3.9/site-packages/astroquery/query.py:368\u001b[0m, in \u001b[0;36mBaseQuery._request\u001b[0;34m(self, method, url, params, data, headers, files, save, savedir, timeout, cache, stream, auth, continuation, verify, allow_redirects, json, return_response_on_save)\u001b[0m\n\u001b[1;32m    366\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m cache:\n\u001b[1;32m    367\u001b[0m     \u001b[38;5;28;01mwith\u001b[39;00m cache_conf\u001b[38;5;241m.\u001b[39mset_temp(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mcache_active\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;28;01mFalse\u001b[39;00m):\n\u001b[0;32m--> 368\u001b[0m         response \u001b[38;5;241m=\u001b[39m \u001b[43mquery\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mrequest\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_session\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mstream\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mstream\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    369\u001b[0m \u001b[43m                                 \u001b[49m\u001b[43mauth\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mauth\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mverify\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mverify\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    370\u001b[0m \u001b[43m                                 \u001b[49m\u001b[43mallow_redirects\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mallow_redirects\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    371\u001b[0m \u001b[43m                                 \u001b[49m\u001b[43mjson\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mjson\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    372\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m    373\u001b[0m     response \u001b[38;5;241m=\u001b[39m query\u001b[38;5;241m.\u001b[39mfrom_cache(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mcache_location, cache_conf\u001b[38;5;241m.\u001b[39mcache_timeout)\n","File \u001b[0;32m~/venv/lib/python3.9/site-packages/astroquery/query.py:77\u001b[0m, in \u001b[0;36mAstroQuery.request\u001b[0;34m(self, session, cache_location, stream, auth, verify, allow_redirects, json)\u001b[0m\n\u001b[1;32m     74\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mrequest\u001b[39m(\u001b[38;5;28mself\u001b[39m, session, cache_location\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m, stream\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mFalse\u001b[39;00m,\n\u001b[1;32m     75\u001b[0m             auth\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m, verify\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m, allow_redirects\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m,\n\u001b[1;32m     76\u001b[0m             json\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m):\n\u001b[0;32m---> 77\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43msession\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mrequest\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmethod\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43murl\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mparams\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mparams\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m     78\u001b[0m \u001b[43m                           \u001b[49m\u001b[43mdata\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mdata\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mheaders\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mheaders\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m     79\u001b[0m \u001b[43m                           \u001b[49m\u001b[43mfiles\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mfiles\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mtimeout\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mtimeout\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m     80\u001b[0m \u001b[43m                           \u001b[49m\u001b[43mstream\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mstream\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mauth\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mauth\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mverify\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mverify\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m     81\u001b[0m \u001b[43m                           \u001b[49m\u001b[43mallow_redirects\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mallow_redirects\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m     82\u001b[0m \u001b[43m                           \u001b[49m\u001b[43mjson\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mjson\u001b[49m\u001b[43m)\u001b[49m\n","File \u001b[0;32m/shared-libs/python3.9/py/lib/python3.9/site-packages/requests/sessions.py:587\u001b[0m, in \u001b[0;36mSession.request\u001b[0;34m(self, method, url, params, data, headers, cookies, files, auth, timeout, allow_redirects, proxies, hooks, stream, verify, cert, json)\u001b[0m\n\u001b[1;32m    582\u001b[0m send_kwargs \u001b[38;5;241m=\u001b[39m {\n\u001b[1;32m    583\u001b[0m     \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mtimeout\u001b[39m\u001b[38;5;124m\"\u001b[39m: timeout,\n\u001b[1;32m    584\u001b[0m     \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mallow_redirects\u001b[39m\u001b[38;5;124m\"\u001b[39m: allow_redirects,\n\u001b[1;32m    585\u001b[0m }\n\u001b[1;32m    586\u001b[0m send_kwargs\u001b[38;5;241m.\u001b[39mupdate(settings)\n\u001b[0;32m--> 587\u001b[0m resp \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43msend\u001b[49m\u001b[43m(\u001b[49m\u001b[43mprep\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43msend_kwargs\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    589\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m resp\n","File \u001b[0;32m/shared-libs/python3.9/py/lib/python3.9/site-packages/requests/sessions.py:701\u001b[0m, in \u001b[0;36mSession.send\u001b[0;34m(self, request, **kwargs)\u001b[0m\n\u001b[1;32m    698\u001b[0m start \u001b[38;5;241m=\u001b[39m preferred_clock()\n\u001b[1;32m    700\u001b[0m \u001b[38;5;66;03m# Send the request\u001b[39;00m\n\u001b[0;32m--> 701\u001b[0m r \u001b[38;5;241m=\u001b[39m \u001b[43madapter\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43msend\u001b[49m\u001b[43m(\u001b[49m\u001b[43mrequest\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    703\u001b[0m \u001b[38;5;66;03m# Total elapsed time of the request (approximately)\u001b[39;00m\n\u001b[1;32m    704\u001b[0m elapsed \u001b[38;5;241m=\u001b[39m preferred_clock() \u001b[38;5;241m-\u001b[39m start\n","File \u001b[0;32m/shared-libs/python3.9/py/lib/python3.9/site-packages/requests/adapters.py:489\u001b[0m, in \u001b[0;36mHTTPAdapter.send\u001b[0;34m(self, request, stream, timeout, verify, cert, proxies)\u001b[0m\n\u001b[1;32m    487\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[1;32m    488\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m chunked:\n\u001b[0;32m--> 489\u001b[0m         resp \u001b[38;5;241m=\u001b[39m \u001b[43mconn\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43murlopen\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m    490\u001b[0m \u001b[43m            \u001b[49m\u001b[43mmethod\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mrequest\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmethod\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    491\u001b[0m \u001b[43m            \u001b[49m\u001b[43murl\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43murl\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    492\u001b[0m \u001b[43m            \u001b[49m\u001b[43mbody\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mrequest\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mbody\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    493\u001b[0m \u001b[43m            \u001b[49m\u001b[43mheaders\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mrequest\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mheaders\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    494\u001b[0m \u001b[43m            \u001b[49m\u001b[43mredirect\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43;01mFalse\u001b[39;49;00m\u001b[43m,\u001b[49m\n\u001b[1;32m    495\u001b[0m \u001b[43m            \u001b[49m\u001b[43massert_same_host\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43;01mFalse\u001b[39;49;00m\u001b[43m,\u001b[49m\n\u001b[1;32m    496\u001b[0m \u001b[43m            \u001b[49m\u001b[43mpreload_content\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43;01mFalse\u001b[39;49;00m\u001b[43m,\u001b[49m\n\u001b[1;32m    497\u001b[0m \u001b[43m            \u001b[49m\u001b[43mdecode_content\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43;01mFalse\u001b[39;49;00m\u001b[43m,\u001b[49m\n\u001b[1;32m    498\u001b[0m \u001b[43m            \u001b[49m\u001b[43mretries\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmax_retries\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    499\u001b[0m \u001b[43m            \u001b[49m\u001b[43mtimeout\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mtimeout\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m    500\u001b[0m \u001b[43m        \u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    502\u001b[0m     \u001b[38;5;66;03m# Send the request.\u001b[39;00m\n\u001b[1;32m    503\u001b[0m     \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m    504\u001b[0m         \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mhasattr\u001b[39m(conn, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mproxy_pool\u001b[39m\u001b[38;5;124m\"\u001b[39m):\n","File \u001b[0;32m/shared-libs/python3.9/py/lib/python3.9/site-packages/urllib3/connectionpool.py:703\u001b[0m, in \u001b[0;36mHTTPConnectionPool.urlopen\u001b[0;34m(self, method, url, body, headers, retries, redirect, assert_same_host, timeout, pool_timeout, release_conn, chunked, body_pos, **response_kw)\u001b[0m\n\u001b[1;32m    700\u001b[0m     \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_prepare_proxy(conn)\n\u001b[1;32m    702\u001b[0m \u001b[38;5;66;03m# Make the request on the httplib connection object.\u001b[39;00m\n\u001b[0;32m--> 703\u001b[0m httplib_response \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_make_request\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m    704\u001b[0m \u001b[43m    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713\u001b[0m \u001b[38;5;66;03m# If we're going to release the connection in ``finally:``, then\u001b[39;00m\n\u001b[1;32m    714\u001b[0m \u001b[38;5;66;03m# the response doesn't need to know about the connection. Otherwise\u001b[39;00m\n\u001b[1;32m    715\u001b[0m \u001b[38;5;66;03m# it will also try to release it and we'll have a double-release\u001b[39;00m\n\u001b[1;32m    716\u001b[0m \u001b[38;5;66;03m# mess.\u001b[39;00m\n\u001b[1;32m    717\u001b[0m response_conn \u001b[38;5;241m=\u001b[39m conn \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m release_conn \u001b[38;5;28;01melse\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m\n","File \u001b[0;32m/shared-libs/python3.9/py/lib/python3.9/site-packages/urllib3/connectionpool.py:449\u001b[0m, in \u001b[0;36mHTTPConnectionPool._make_request\u001b[0;34m(self, conn, method, url, timeout, chunked, **httplib_request_kw)\u001b[0m\n\u001b[1;32m    444\u001b[0m             httplib_response \u001b[38;5;241m=\u001b[39m conn\u001b[38;5;241m.\u001b[39mgetresponse()\n\u001b[1;32m    445\u001b[0m         \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mBaseException\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m e:\n\u001b[1;32m    446\u001b[0m             \u001b[38;5;66;03m# Remove the TypeError from the exception chain in\u001b[39;00m\n\u001b[1;32m    447\u001b[0m             \u001b[38;5;66;03m# Python 3 (including for exceptions like SystemExit).\u001b[39;00m\n\u001b[1;32m    448\u001b[0m             \u001b[38;5;66;03m# Otherwise it looks like a bug in the code.\u001b[39;00m\n\u001b[0;32m--> 449\u001b[0m             \u001b[43msix\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mraise_from\u001b[49m\u001b[43m(\u001b[49m\u001b[43me\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43;01mNone\u001b[39;49;00m\u001b[43m)\u001b[49m\n\u001b[1;32m    450\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m (SocketTimeout, BaseSSLError, SocketError) \u001b[38;5;28;01mas\u001b[39;00m e:\n\u001b[1;32m    451\u001b[0m     \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_raise_timeout(err\u001b[38;5;241m=\u001b[39me, url\u001b[38;5;241m=\u001b[39murl, timeout_value\u001b[38;5;241m=\u001b[39mread_timeout)\n","File \u001b[0;32m<string>:3\u001b[0m, in \u001b[0;36mraise_from\u001b[0;34m(value, from_value)\u001b[0m\n","File \u001b[0;32m/shared-libs/python3.9/py/lib/python3.9/site-packages/urllib3/connectionpool.py:444\u001b[0m, in \u001b[0;36mHTTPConnectionPool._make_request\u001b[0;34m(self, conn, method, url, timeout, chunked, **httplib_request_kw)\u001b[0m\n\u001b[1;32m    441\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mTypeError\u001b[39;00m:\n\u001b[1;32m    442\u001b[0m     \u001b[38;5;66;03m# Python 3\u001b[39;00m\n\u001b[1;32m    443\u001b[0m     \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[0;32m--> 444\u001b[0m         httplib_response \u001b[38;5;241m=\u001b[39m \u001b[43mconn\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mgetresponse\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    445\u001b[0m     \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mBaseException\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m e:\n\u001b[1;32m    446\u001b[0m         \u001b[38;5;66;03m# Remove the TypeError from the exception chain in\u001b[39;00m\n\u001b[1;32m    447\u001b[0m         \u001b[38;5;66;03m# Python 3 (including for exceptions like SystemExit).\u001b[39;00m\n\u001b[1;32m    448\u001b[0m         \u001b[38;5;66;03m# Otherwise it looks like a bug in the code.\u001b[39;00m\n\u001b[1;32m    449\u001b[0m         six\u001b[38;5;241m.\u001b[39mraise_from(e, \u001b[38;5;28;01mNone\u001b[39;00m)\n","File \u001b[0;32m/usr/local/lib/python3.9/http/client.py:1377\u001b[0m, in \u001b[0;36mHTTPConnection.getresponse\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m   1375\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[1;32m   1376\u001b[0m     \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[0;32m-> 1377\u001b[0m         \u001b[43mresponse\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mbegin\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m   1378\u001b[0m     \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mConnectionError\u001b[39;00m:\n\u001b[1;32m   1379\u001b[0m         \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mclose()\n","File \u001b[0;32m/usr/local/lib/python3.9/http/client.py:320\u001b[0m, in \u001b[0;36mHTTPResponse.begin\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m    318\u001b[0m \u001b[38;5;66;03m# read until we get a non-100 response\u001b[39;00m\n\u001b[1;32m    319\u001b[0m \u001b[38;5;28;01mwhile\u001b[39;00m \u001b[38;5;28;01mTrue\u001b[39;00m:\n\u001b[0;32m--> 320\u001b[0m     version, status, reason \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_read_status\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    321\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m status \u001b[38;5;241m!=\u001b[39m CONTINUE:\n\u001b[1;32m    322\u001b[0m         \u001b[38;5;28;01mbreak\u001b[39;00m\n","File \u001b[0;32m/usr/local/lib/python3.9/http/client.py:281\u001b[0m, in \u001b[0;36mHTTPResponse._read_status\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m    280\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21m_read_status\u001b[39m(\u001b[38;5;28mself\u001b[39m):\n\u001b[0;32m--> 281\u001b[0m     line \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mstr\u001b[39m(\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mfp\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mreadline\u001b[49m\u001b[43m(\u001b[49m\u001b[43m_MAXLINE\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m+\u001b[39;49m\u001b[43m \u001b[49m\u001b[38;5;241;43m1\u001b[39;49m\u001b[43m)\u001b[49m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124miso-8859-1\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m    282\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mlen\u001b[39m(line) \u001b[38;5;241m>\u001b[39m _MAXLINE:\n\u001b[1;32m    283\u001b[0m         \u001b[38;5;28;01mraise\u001b[39;00m LineTooLong(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mstatus line\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n","File \u001b[0;32m/usr/local/lib/python3.9/socket.py:704\u001b[0m, in \u001b[0;36mSocketIO.readinto\u001b[0;34m(self, b)\u001b[0m\n\u001b[1;32m    702\u001b[0m \u001b[38;5;28;01mwhile\u001b[39;00m \u001b[38;5;28;01mTrue\u001b[39;00m:\n\u001b[1;32m    703\u001b[0m     \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[0;32m--> 704\u001b[0m         \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_sock\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mrecv_into\u001b[49m\u001b[43m(\u001b[49m\u001b[43mb\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    705\u001b[0m     \u001b[38;5;28;01mexcept\u001b[39;00m timeout:\n\u001b[1;32m    706\u001b[0m         \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_timeout_occurred \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mTrue\u001b[39;00m\n","File \u001b[0;32m/usr/local/lib/python3.9/ssl.py:1242\u001b[0m, in \u001b[0;36mSSLSocket.recv_into\u001b[0;34m(self, buffer, nbytes, flags)\u001b[0m\n\u001b[1;32m   1238\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m flags \u001b[38;5;241m!=\u001b[39m \u001b[38;5;241m0\u001b[39m:\n\u001b[1;32m   1239\u001b[0m         \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\n\u001b[1;32m   1240\u001b[0m           \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mnon-zero flags not allowed in calls to recv_into() on \u001b[39m\u001b[38;5;132;01m%s\u001b[39;00m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;241m%\u001b[39m\n\u001b[1;32m   1241\u001b[0m           \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m\u001b[38;5;18m__class__\u001b[39m)\n\u001b[0;32m-> 1242\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mread\u001b[49m\u001b[43m(\u001b[49m\u001b[43mnbytes\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mbuffer\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m   1243\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m   1244\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28msuper\u001b[39m()\u001b[38;5;241m.\u001b[39mrecv_into(buffer, nbytes, flags)\n","File \u001b[0;32m/usr/local/lib/python3.9/ssl.py:1100\u001b[0m, in \u001b[0;36mSSLSocket.read\u001b[0;34m(self, len, buffer)\u001b[0m\n\u001b[1;32m   1098\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[1;32m   1099\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m buffer \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[0;32m-> 1100\u001b[0m         \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_sslobj\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mread\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mlen\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mbuffer\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m   1101\u001b[0m     \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m   1102\u001b[0m         \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_sslobj\u001b[38;5;241m.\u001b[39mread(\u001b[38;5;28mlen\u001b[39m)\n","\u001b[0;31mKeyboardInterrupt\u001b[0m: "]}],"outputs_reference":"s3:deepnote-cell-outputs-production/cba06d07-936c-46e9-8e49-145d15330c02","content_dependencies":null},{"cell_type":"code","metadata":{"source_hash":null,"execution_start":1722437838475,"execution_millis":60269,"deepnote_to_be_reexecuted":true,"cell_id":"c61c2b229f5a45f5b342eee34cd926ad","deepnote_cell_type":"code"},"source":"sector_data = lk.search_lightcurve(TIC, author = 'SPOC', sector = 27)\nlc = sector_data.download()\nlc.plot(linewidth = 0, marker = '.', color = 'midnightblue', alpha = 0.5)\nsector_data = lk.search_lightcurve(TIC, author = 'SPOC', sector = 66)\nlc = sector_data.download()\nlc.plot(linewidth = 0, marker = '.', color = 'midnightblue', alpha = 0.5)","block_group":"0d2a7b3e29a24682a75263981272cf73","execution_count":null,"outputs":[{"name":"stderr","text":"/root/venv/lib/python3.9/site-packages/lightkurve/search.py:424: LightkurveWarning: Warning: 2 files available to download. Only the first file has been downloaded. Please use `download_all()` or specify additional criteria (e.g. quarter, campaign, or sector) to limit your search.\n  warnings.warn(\n/root/venv/lib/python3.9/site-packages/lightkurve/search.py:424: LightkurveWarning: Warning: 2 files available to download. Only the first file has been downloaded. Please use `download_all()` or specify additional criteria (e.g. quarter, campaign, or sector) to limit your search.\n  warnings.warn(\n","output_type":"stream"},{"output_type":"execute_result","execution_count":19,"data":{"text/plain":"<AxesSubplot: xlabel='Time - 2457000 [BTJD days]', ylabel='Flux [$\\\\mathrm{e^{-}\\\\,s^{-1}}$]'>"},"metadata":{}},{"data":{"text/plain":"<Figure size 848.5x400 with 1 Axes>","image/png":"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\n"},"metadata":{"image/png":{"width":769,"height":376}},"output_type":"display_data"},{"data":{"text/plain":"<Figure 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\n"},"metadata":{"image/png":{"width":769,"height":376}},"output_type":"display_data"}],"outputs_reference":"s3:deepnote-cell-outputs-production/a611d66b-ec21-4031-ad9a-b11403b308ef","content_dependencies":null},{"cell_type":"code","metadata":{"source_hash":null,"execution_start":1722437650806,"execution_millis":417,"deepnote_to_be_reexecuted":true,"cell_id":"779ca0b848034b65b36e1d21c52667a3","deepnote_cell_type":"code"},"source":"TIC = 'TIC 284475976'\navailable_data_all = lk.search_lightcurve(TIC, author=\"SPOC\")\navailable_data_all","block_group":"b0a579bc3c024017b01a4bf29c3b57ff","execution_count":null,"outputs":[{"output_type":"execute_result","execution_count":13,"data":{"text/plain":"SearchResult containing 19 data products.\n\n #     mission     year author exptime target_name distance\n                                  s                 arcsec \n--- -------------- ---- ------ ------- ----------- --------\n  0 TESS Sector 23 2020   SPOC     120   284475976      0.0\n  1 TESS Sector 26 2020   SPOC     120   284475976      0.0\n  2 TESS Sector 40 2021   SPOC     120   284475976      0.0\n  3 TESS Sector 41 2021   SPOC     120   284475976      0.0\n  4 TESS Sector 56 2022   SPOC      20   284475976      0.0\n  5 TESS Sector 60 2022   SPOC      20   284475976      0.0\n  6 TESS Sector 55 2022   SPOC     120   284475976      0.0\n  7 TESS Sector 53 2022   SPOC     120   284475976      0.0\n  8 TESS Sector 56 2022   SPOC     120   284475976      0.0\n  9 TESS Sector 60 2022   SPOC     120   284475976      0.0\n 10 TESS Sector 54 2022   SPOC     120   284475976      0.0\n 11 TESS Sector 73 2023   SPOC      20   284475976      0.0\n 12 TESS Sector 73 2023   SPOC     120   284475976      0.0\n 13 TESS Sector 76 2024   SPOC      20   284475976      0.0\n 14 TESS Sector 74 2024   SPOC      20   284475976      0.0\n 15 TESS Sector 75 2024   SPOC      20   284475976      0.0\n 16 TESS Sector 74 2024   SPOC     120   284475976      0.0\n 17 TESS Sector 75 2024   SPOC     120   284475976      0.0\n 18 TESS Sector 76 2024   SPOC     120   284475976      0.0","text/html":"SearchResult containing 19 data products.\n\n<table id=\"table139838642041040\">\n<thead><tr><th>#</th><th>mission</th><th>year</th><th>author</th><th>exptime</th><th>target_name</th><th>distance</th></tr></thead>\n<thead><tr><th></th><th></th><th></th><th></th><th>s</th><th></th><th>arcsec</th></tr></thead>\n<tr><td>0</td><td>TESS Sector 23</td><td>2020</td><td><a href='https://heasarc.gsfc.nasa.gov/docs/tess/pipeline.html'>SPOC</a></td><td>120</td><td>284475976</td><td>0.0</td></tr>\n<tr><td>1</td><td>TESS Sector 26</td><td>2020</td><td><a href='https://heasarc.gsfc.nasa.gov/docs/tess/pipeline.html'>SPOC</a></td><td>120</td><td>284475976</td><td>0.0</td></tr>\n<tr><td>2</td><td>TESS Sector 40</td><td>2021</td><td><a href='https://heasarc.gsfc.nasa.gov/docs/tess/pipeline.html'>SPOC</a></td><td>120</td><td>284475976</td><td>0.0</td></tr>\n<tr><td>3</td><td>TESS Sector 41</td><td>2021</td><td><a href='https://heasarc.gsfc.nasa.gov/docs/tess/pipeline.html'>SPOC</a></td><td>120</td><td>284475976</td><td>0.0</td></tr>\n<tr><td>4</td><td>TESS Sector 56</td><td>2022</td><td><a href='https://heasarc.gsfc.nasa.gov/docs/tess/pipeline.html'>SPOC</a></td><td>20</td><td>284475976</td><td>0.0</td></tr>\n<tr><td>5</td><td>TESS Sector 60</td><td>2022</td><td><a href='https://heasarc.gsfc.nasa.gov/docs/tess/pipeline.html'>SPOC</a></td><td>20</td><td>284475976</td><td>0.0</td></tr>\n<tr><td>6</td><td>TESS Sector 55</td><td>2022</td><td><a href='https://heasarc.gsfc.nasa.gov/docs/tess/pipeline.html'>SPOC</a></td><td>120</td><td>284475976</td><td>0.0</td></tr>\n<tr><td>7</td><td>TESS Sector 53</td><td>2022</td><td><a href='https://heasarc.gsfc.nasa.gov/docs/tess/pipeline.html'>SPOC</a></td><td>120</td><td>284475976</td><td>0.0</td></tr>\n<tr><td>8</td><td>TESS Sector 56</td><td>2022</td><td><a href='https://heasarc.gsfc.nasa.gov/docs/tess/pipeline.html'>SPOC</a></td><td>120</td><td>284475976</td><td>0.0</td></tr>\n<tr><td>9</td><td>TESS Sector 60</td><td>2022</td><td><a href='https://heasarc.gsfc.nasa.gov/docs/tess/pipeline.html'>SPOC</a></td><td>120</td><td>284475976</td><td>0.0</td></tr>\n<tr><td>10</td><td>TESS Sector 54</td><td>2022</td><td><a href='https://heasarc.gsfc.nasa.gov/docs/tess/pipeline.html'>SPOC</a></td><td>120</td><td>284475976</td><td>0.0</td></tr>\n<tr><td>11</td><td>TESS Sector 73</td><td>2023</td><td><a href='https://heasarc.gsfc.nasa.gov/docs/tess/pipeline.html'>SPOC</a></td><td>20</td><td>284475976</td><td>0.0</td></tr>\n<tr><td>12</td><td>TESS Sector 73</td><td>2023</td><td><a href='https://heasarc.gsfc.nasa.gov/docs/tess/pipeline.html'>SPOC</a></td><td>120</td><td>284475976</td><td>0.0</td></tr>\n<tr><td>13</td><td>TESS Sector 76</td><td>2024</td><td><a href='https://heasarc.gsfc.nasa.gov/docs/tess/pipeline.html'>SPOC</a></td><td>20</td><td>284475976</td><td>0.0</td></tr>\n<tr><td>14</td><td>TESS Sector 74</td><td>2024</td><td><a href='https://heasarc.gsfc.nasa.gov/docs/tess/pipeline.html'>SPOC</a></td><td>20</td><td>284475976</td><td>0.0</td></tr>\n<tr><td>15</td><td>TESS Sector 75</td><td>2024</td><td><a href='https://heasarc.gsfc.nasa.gov/docs/tess/pipeline.html'>SPOC</a></td><td>20</td><td>284475976</td><td>0.0</td></tr>\n<tr><td>16</td><td>TESS Sector 74</td><td>2024</td><td><a href='https://heasarc.gsfc.nasa.gov/docs/tess/pipeline.html'>SPOC</a></td><td>120</td><td>284475976</td><td>0.0</td></tr>\n<tr><td>17</td><td>TESS Sector 75</td><td>2024</td><td><a href='https://heasarc.gsfc.nasa.gov/docs/tess/pipeline.html'>SPOC</a></td><td>120</td><td>284475976</td><td>0.0</td></tr>\n<tr><td>18</td><td>TESS Sector 76</td><td>2024</td><td><a href='https://heasarc.gsfc.nasa.gov/docs/tess/pipeline.html'>SPOC</a></td><td>120</td><td>284475976</td><td>0.0</td></tr>\n</table>"},"metadata":{}}],"outputs_reference":"s3:deepnote-cell-outputs-production/9b11c713-e2fd-426b-a9b0-c34217dca025","content_dependencies":null},{"cell_type":"code","metadata":{"source_hash":null,"execution_start":1722437719946,"execution_millis":1465,"deepnote_to_be_reexecuted":true,"cell_id":"7599a9db491940d2a0b05056c494f194","deepnote_cell_type":"code"},"source":"sector_data = lk.search_lightcurve(TIC, author = 'SPOC', sector = 74)\nlc = sector_data.download()\nlc.plot(linewidth = 0, marker = '.', color = 'midnightblue', alpha = 0.5)\nsector_data = lk.search_lightcurve(TIC, author = 'SPOC', sector = 60)\nlc = sector_data.download()\nlc.plot(linewidth = 0, marker = '.', color = 'midnightblue', alpha = 0.5)","block_group":"3612a4556e1f47a9b4ccb66396d364c2","execution_count":null,"outputs":[{"name":"stderr","text":"/root/venv/lib/python3.9/site-packages/lightkurve/search.py:424: LightkurveWarning: Warning: 2 files available to download. Only the first file has been downloaded. Please use `download_all()` or specify additional criteria (e.g. quarter, campaign, or sector) to limit your search.\n  warnings.warn(\n/root/venv/lib/python3.9/site-packages/lightkurve/search.py:424: LightkurveWarning: Warning: 2 files available to download. Only the first file has been downloaded. Please use `download_all()` or specify additional criteria (e.g. quarter, campaign, or sector) to limit your search.\n  warnings.warn(\n","output_type":"stream"},{"output_type":"execute_result","execution_count":16,"data":{"text/plain":"<AxesSubplot: xlabel='Time - 2457000 [BTJD days]', ylabel='Flux [$\\\\mathrm{e^{-}\\\\,s^{-1}}$]'>"},"metadata":{}},{"data":{"text/plain":"<Figure size 848.5x400 with 1 Axes>","image/png":"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\n"},"metada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size 848.5x400 with 1 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\n"},"metadata":{"image/png":{"width":759,"height":376}},"output_type":"display_data"}],"outputs_reference":"s3:deepnote-cell-outputs-production/73d59eb8-868c-45c7-a7f2-b6c19420e7da","content_dependencies":null},{"cell_type":"markdown","source":"<a style='text-decoration:none;line-height:16px;display:flex;color:#5B5B62;padding:10px;justify-content:end;' href='https://deepnote.com?utm_source=created-in-deepnote-cell&projectId=61632edc-a6fe-4211-98b5-be5875cc6dfd' target=\"_blank\">\n<img alt='Created in deepnote.com' style='display:inline;max-height:16px;margin:0px;margin-right:7.5px;' src='data:image/svg+xml;base64,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' > </img>\nCreated in <span style='font-weight:600;margin-left:4px;'>Deepnote</span></a>","metadata":{"created_in_deepnote_cell":true,"deepnote_cell_type":"markdown"}}],"nbformat":4,"nbformat_minor":0,"metadata":{"deepnote_notebook_id":"98c62aac207d434e8327bc29b8853747","deepnote_execution_queue":[]}}
\ No newline at end of file
diff --git a/data/Exoplanet Finder.ipynb b/data/Exoplanet Finder.ipynb
deleted file mode 100644
index eb733edb..00000000
--- a/data/Exoplanet Finder.ipynb	
+++ /dev/null
@@ -1 +0,0 @@
-{"cells":[{"cell_type":"code","execution_count":1,"metadata":{"cell_id":"b1207273602f4084a25e8003567c6e27","deepnote_cell_type":"code","deepnote_to_be_reexecuted":false,"execution_millis":28862,"execution_start":1703069701641,"source_hash":null},"outputs":[{"name":"stdout","output_type":"stream","text":["Requirement already satisfied: lightkurve in ./.venv/lib/python3.12/site-packages (2.4.2)\n","Requirement already satisfied: astropy>=5.0 in ./.venv/lib/python3.12/site-packages (from lightkurve) (6.1.2)\n","Requirement already satisfied: astroquery>=0.3.10 in ./.venv/lib/python3.12/site-packages (from lightkurve) (0.4.7)\n","Requirement already satisfied: beautifulsoup4>=4.6.0 in ./.venv/lib/python3.12/site-packages (from lightkurve) (4.12.3)\n","Requirement already satisfied: bokeh>=2.0.0 in ./.venv/lib/python3.12/site-packages (from lightkurve) (3.5.1)\n","Requirement already satisfied: fbpca>=1.0 in ./.venv/lib/python3.12/site-packages (from lightkurve) (1.0)\n","Requirement already satisfied: matplotlib>=3.1 in ./.venv/lib/python3.12/site-packages (from lightkurve) (3.9.1)\n","Requirement already satisfied: memoization>=0.3.1 in ./.venv/lib/python3.12/site-packages (from lightkurve) (0.4.0)\n","Requirement already satisfied: numpy>=1.18 in ./.venv/lib/python3.12/site-packages (from lightkurve) (2.0.1)\n","Requirement already satisfied: oktopus>=0.1.2 in ./.venv/lib/python3.12/site-packages (from lightkurve) (0.1.2)\n","Requirement already satisfied: pandas>=1.1.4 in ./.venv/lib/python3.12/site-packages (from lightkurve) (2.2.2)\n","Requirement already satisfied: patsy>=0.5.0 in ./.venv/lib/python3.12/site-packages (from lightkurve) (0.5.6)\n","Requirement already satisfied: requests>=2.22.0 in ./.venv/lib/python3.12/site-packages (from lightkurve) (2.32.3)\n","Requirement already satisfied: scikit-learn>=0.24.0 in ./.venv/lib/python3.12/site-packages (from lightkurve) (1.5.1)\n","Requirement already satisfied: tqdm>=4.25.0 in 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(1.1)\n","Requirement already satisfied: keyring>=15.0 in ./.venv/lib/python3.12/site-packages (from astroquery>=0.3.10->lightkurve) (25.2.1)\n","Requirement already satisfied: pyvo>=1.1 in ./.venv/lib/python3.12/site-packages (from astroquery>=0.3.10->lightkurve) (1.5.2)\n","Requirement already satisfied: soupsieve>1.2 in ./.venv/lib/python3.12/site-packages (from beautifulsoup4>=4.6.0->lightkurve) (2.5)\n","Requirement already satisfied: Jinja2>=2.9 in ./.venv/lib/python3.12/site-packages (from bokeh>=2.0.0->lightkurve) (3.1.4)\n","Requirement already satisfied: contourpy>=1.2 in ./.venv/lib/python3.12/site-packages (from bokeh>=2.0.0->lightkurve) (1.2.1)\n","Requirement already satisfied: pillow>=7.1.0 in ./.venv/lib/python3.12/site-packages (from bokeh>=2.0.0->lightkurve) (10.4.0)\n","Requirement already satisfied: tornado>=6.2 in ./.venv/lib/python3.12/site-packages (from bokeh>=2.0.0->lightkurve) (6.4.1)\n","Requirement already satisfied: xyzservices>=2021.09.1 in 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supabase\n","Successfully installed annotated-types-0.7.0 anyio-4.4.0 deprecation-2.1.0 gotrue-2.6.1 h11-0.14.0 h2-4.1.0 hpack-4.0.0 httpcore-1.0.5 httpx-0.27.0 hyperframe-6.0.1 postgrest-0.16.9 pydantic-2.8.2 pydantic-core-2.20.1 realtime-1.0.6 sniffio-1.3.1 storage3-0.7.7 strenum-0.4.15 supabase-2.6.0 supafunc-0.5.1 typing-extensions-4.12.2 websockets-12.0\n","\n","\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip is available: \u001b[0m\u001b[31;49m24.0\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m24.1.2\u001b[0m\n","\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpip install --upgrade pip\u001b[0m\n"]}],"source":["!pip install lightkurve\n","!pip install supabase\n","%matplotlib inline"]},{"cell_type":"code","execution_count":2,"metadata":{"cell_id":"ef653c0826614fd0b4777758b0debf7c","deepnote_cell_type":"code","deepnote_to_be_reexecuted":false,"execution_millis":2059,"execution_start":1703069730500,"source_hash":null},"outputs":[{"ename":"AttributeError","evalue":"module 'numpy' has no attribute 'msort'","output_type":"error","traceback":["\u001b[0;31m---------------------------------------------------------------------------\u001b[0m","\u001b[0;31mAttributeError\u001b[0m                            Traceback (most recent call last)","Cell \u001b[0;32mIn[2], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mlightkurve\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mlk\u001b[39;00m\n\u001b[1;32m      2\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mmatplotlib\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mpyplot\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mplt\u001b[39;00m\n\u001b[1;32m      3\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mlightkurve\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mlk\u001b[39;00m\n","File \u001b[0;32m~/Navigation/sytizen/.venv/lib/python3.12/site-packages/lightkurve/__init__.py:109\u001b[0m\n\u001b[1;32m    107\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mlightcurve\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;241m*\u001b[39m\n\u001b[1;32m    108\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mlightcurvefile\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;241m*\u001b[39m\n\u001b[0;32m--> 109\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mcorrectors\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;241m*\u001b[39m\n\u001b[1;32m    110\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mtargetpixelfile\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;241m*\u001b[39m\n\u001b[1;32m    111\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mutils\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;241m*\u001b[39m\n","File \u001b[0;32m~/Navigation/sytizen/.venv/lib/python3.12/site-packages/lightkurve/correctors/__init__.py:19\u001b[0m\n\u001b[1;32m     17\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mpldcorrector\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;241m*\u001b[39m\n\u001b[1;32m     18\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01msffcorrector\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;241m*\u001b[39m\n\u001b[0;32m---> 19\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mcbvcorrector\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;241m*\u001b[39m\n\u001b[1;32m     20\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mregressioncorrector\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;241m*\u001b[39m\n","File \u001b[0;32m~/Navigation/sytizen/.venv/lib/python3.12/site-packages/lightkurve/correctors/cbvcorrector.py:30\u001b[0m\n\u001b[1;32m     28\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mlightcurve\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m LightCurve\n\u001b[1;32m     29\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mutils\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m channel_to_module_output, validate_method, LightkurveDeprecationWarning\n\u001b[0;32m---> 30\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01msearch\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m search_lightcurve\n\u001b[1;32m     31\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mregressioncorrector\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m RegressionCorrector\n\u001b[1;32m     32\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mcollections\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m LightCurveCollection\n","File \u001b[0;32m~/Navigation/sytizen/.venv/lib/python3.12/site-packages/lightkurve/search.py:21\u001b[0m\n\u001b[1;32m     18\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mrequests\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m HTTPError\n\u001b[1;32m     20\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m PACKAGEDIR, conf, config\n\u001b[0;32m---> 21\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mcollections\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m LightCurveCollection, TargetPixelFileCollection\n\u001b[1;32m     22\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mio\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m read\n\u001b[1;32m     23\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mtargetpixelfile\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m TargetPixelFile\n","File \u001b[0;32m~/Navigation/sytizen/.venv/lib/python3.12/site-packages/lightkurve/collections.py:12\u001b[0m\n\u001b[1;32m      9\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mastropy\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mutils\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mdecorators\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m deprecated\n\u001b[1;32m     11\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m MPLSTYLE\n\u001b[0;32m---> 12\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mtargetpixelfile\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m TargetPixelFile\n\u001b[1;32m     13\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mutils\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m LightkurveWarning, LightkurveDeprecationWarning\n\u001b[1;32m     16\u001b[0m __all__ \u001b[38;5;241m=\u001b[39m [\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mLightCurveCollection\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mTargetPixelFileCollection\u001b[39m\u001b[38;5;124m\"\u001b[39m]\n","File \u001b[0;32m~/Navigation/sytizen/.venv/lib/python3.12/site-packages/lightkurve/targetpixelfile.py:36\u001b[0m\n\u001b[1;32m     34\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m PACKAGEDIR, MPLSTYLE\n\u001b[1;32m     35\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mlightcurve\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m LightCurve, KeplerLightCurve, TessLightCurve\n\u001b[0;32m---> 36\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mprf\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m KeplerPRF\n\u001b[1;32m     37\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mutils\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m (\n\u001b[1;32m     38\u001b[0m     KeplerQualityFlags,\n\u001b[1;32m     39\u001b[0m     TessQualityFlags,\n\u001b[0;32m   (...)\u001b[0m\n\u001b[1;32m     46\u001b[0m     finalize_notebook_url\n\u001b[1;32m     47\u001b[0m )\n\u001b[1;32m     48\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mio\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m detect_filetype\n","File \u001b[0;32m~/Navigation/sytizen/.venv/lib/python3.12/site-packages/lightkurve/prf/__init__.py:2\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mprfmodel\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;241m*\u001b[39m\n\u001b[0;32m----> 2\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mtpfmodel\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;241m*\u001b[39m\n","File \u001b[0;32m~/Navigation/sytizen/.venv/lib/python3.12/site-packages/lightkurve/prf/tpfmodel.py:48\u001b[0m\n\u001b[1;32m     45\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mtqdm\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m tqdm\n\u001b[1;32m     46\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mwarnings\u001b[39;00m\n\u001b[0;32m---> 48\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01moktopus\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m Prior, GaussianPrior, UniformPrior, PoissonPosterior\n\u001b[1;32m     50\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mprfmodel\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m KeplerPRF\n\u001b[1;32m     51\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mutils\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m plot_image\n","File \u001b[0;32m~/Navigation/sytizen/.venv/lib/python3.12/site-packages/oktopus/__init__.py:3\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mos\u001b[39;00m\n\u001b[1;32m      2\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mversion\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m __version__\n\u001b[0;32m----> 3\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mloss\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;241m*\u001b[39m\n\u001b[1;32m      4\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mprior\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;241m*\u001b[39m\n\u001b[1;32m      5\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mlikelihood\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;241m*\u001b[39m\n","File \u001b[0;32m~/Navigation/sytizen/.venv/lib/python3.12/site-packages/oktopus/loss.py:2\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mabc\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m abstractmethod\n\u001b[0;32m----> 2\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mautograd\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mnumpy\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mnp\u001b[39;00m\n\u001b[1;32m      3\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mautograd\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m jacobian\n\u001b[1;32m      4\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mscipy\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01moptimize\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m minimize, differential_evolution, basinhopping\n","File \u001b[0;32m~/Navigation/sytizen/.venv/lib/python3.12/site-packages/autograd/__init__.py:2\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m__future__\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m absolute_import\n\u001b[0;32m----> 2\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mdifferential_operators\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m (\n\u001b[1;32m      3\u001b[0m     make_vjp, grad, multigrad_dict, elementwise_grad, value_and_grad,\n\u001b[1;32m      4\u001b[0m     grad_and_aux, hessian_tensor_product, hessian_vector_product, hessian,\n\u001b[1;32m      5\u001b[0m     jacobian, tensor_jacobian_product, vector_jacobian_product, grad_named,\n\u001b[1;32m      6\u001b[0m     checkpoint, make_hvp, make_jvp, make_ggnvp, deriv, holomorphic_grad)\n\u001b[1;32m      7\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mbuiltins\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m, \u001b[38;5;28mtype\u001b[39m, \u001b[38;5;28mtuple\u001b[39m, \u001b[38;5;28mlist\u001b[39m, \u001b[38;5;28mdict\u001b[39m\n\u001b[1;32m      8\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mautograd\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mcore\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m primitive_with_deprecation_warnings \u001b[38;5;28;01mas\u001b[39;00m primitive\n","File \u001b[0;32m~/Navigation/sytizen/.venv/lib/python3.12/site-packages/autograd/differential_operators.py:16\u001b[0m\n\u001b[1;32m     13\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mcore\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m make_vjp \u001b[38;5;28;01mas\u001b[39;00m _make_vjp, make_jvp \u001b[38;5;28;01mas\u001b[39;00m _make_jvp\n\u001b[1;32m     14\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mextend\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m primitive, defvjp_argnum, vspace\n\u001b[0;32m---> 16\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mautograd\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mnumpy\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mnp\u001b[39;00m\n\u001b[1;32m     18\u001b[0m make_vjp \u001b[38;5;241m=\u001b[39m unary_to_nary(_make_vjp)\n\u001b[1;32m     19\u001b[0m make_jvp \u001b[38;5;241m=\u001b[39m unary_to_nary(_make_jvp)\n","File \u001b[0;32m~/Navigation/sytizen/.venv/lib/python3.12/site-packages/autograd/numpy/__init__.py:5\u001b[0m\n\u001b[1;32m      3\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m numpy_boxes\n\u001b[1;32m      4\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m numpy_vspaces\n\u001b[0;32m----> 5\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m numpy_vjps\n\u001b[1;32m      6\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m numpy_jvps\n\u001b[1;32m      7\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m linalg\n","File \u001b[0;32m~/Navigation/sytizen/.venv/lib/python3.12/site-packages/autograd/numpy/numpy_vjps.py:563\u001b[0m\n\u001b[1;32m    561\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;01mlambda\u001b[39;00m g: unpermuter(g, sort_perm)\n\u001b[1;32m    562\u001b[0m defvjp(anp\u001b[38;5;241m.\u001b[39msort, grad_sort)\n\u001b[0;32m--> 563\u001b[0m defvjp(\u001b[43manp\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmsort\u001b[49m, grad_sort)  \u001b[38;5;66;03m# Until multi-D is allowed, these are the same.\u001b[39;00m\n\u001b[1;32m    565\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mgrad_partition\u001b[39m(ans, x, kth, axis\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m-\u001b[39m\u001b[38;5;241m1\u001b[39m, kind\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mintroselect\u001b[39m\u001b[38;5;124m'\u001b[39m, order\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m):\n\u001b[1;32m    566\u001b[0m     \u001b[38;5;66;03m#TODO: Cast input with np.asanyarray()\u001b[39;00m\n\u001b[1;32m    567\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mlen\u001b[39m(x\u001b[38;5;241m.\u001b[39mshape) \u001b[38;5;241m>\u001b[39m \u001b[38;5;241m1\u001b[39m:\n","File \u001b[0;32m~/Navigation/sytizen/.venv/lib/python3.12/site-packages/autograd/tracer.py:48\u001b[0m, in \u001b[0;36mprimitive.<locals>.f_wrapped\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m     46\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m new_box(ans, trace, node)\n\u001b[1;32m     47\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m---> 48\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mf_raw\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43margs\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n","File \u001b[0;32m~/Navigation/sytizen/.venv/lib/python3.12/site-packages/numpy/__init__.py:410\u001b[0m, in \u001b[0;36m__getattr__\u001b[0;34m(attr)\u001b[0m\n\u001b[1;32m    407\u001b[0m     \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mnumpy\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mchar\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mchar\u001b[39;00m\n\u001b[1;32m    408\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m char\u001b[38;5;241m.\u001b[39mchararray\n\u001b[0;32m--> 410\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mAttributeError\u001b[39;00m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmodule \u001b[39m\u001b[38;5;132;01m{!r}\u001b[39;00m\u001b[38;5;124m has no attribute \u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m    411\u001b[0m                      \u001b[38;5;124m\"\u001b[39m\u001b[38;5;132;01m{!r}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;241m.\u001b[39mformat(\u001b[38;5;18m__name__\u001b[39m, attr))\n","\u001b[0;31mAttributeError\u001b[0m: module 'numpy' has no attribute 'msort'"]}],"source":["import lightkurve as lk\n","import matplotlib.pyplot as plt\n","import lightkurve as lk\n","import matplotlib.pyplot as plt\n","from io import BytesIO\n","from supabase import Client, create_client\n","import os\n","import requests"]},{"cell_type":"code","execution_count":null,"metadata":{"cell_id":"9a872bcf31674fcf8f46c75daf205168","deepnote_cell_type":"code","deepnote_to_be_reexecuted":false,"execution_millis":556,"execution_start":1703069732557,"source_hash":null},"outputs":[{"data":{"text/html":["SearchResult containing 1 data products.\n","\n","<table id=\"table10812492864\">\n","<thead><tr><th>#</th><th>mission</th><th>year</th><th>author</th><th>exptime</th><th>target_name</th><th>distance</th></tr></thead>\n","<thead><tr><th></th><th></th><th></th><th></th><th>s</th><th></th><th>arcsec</th></tr></thead>\n","<tr><td>0</td><td>TESS Sector 23</td><td>2020</td><td><a href='https://heasarc.gsfc.nasa.gov/docs/tess/pipeline.html'>SPOC</a></td><td>120</td><td>284475976</td><td>0.0</td></tr>\n","</table>"],"text/plain":["SearchResult containing 1 data products.\n","\n"," #     mission     year author exptime target_name distance\n","                                  s                 arcsec \n","--- -------------- ---- ------ ------- ----------- --------\n","  0 TESS Sector 23 2020   SPOC     120   284475976      0.0"]},"execution_count":14,"metadata":{},"output_type":"execute_result"}],"source":["TIC = 'TIC 284475976'\n","sector_data = lk.search_lightcurve(TIC, author = 'SPOC', sector = 23)\n","sector_data"]},{"cell_type":"code","execution_count":null,"metadata":{"cell_id":"9991f785e57042ec9ab07535841be3ae","deepnote_cell_type":"code","deepnote_to_be_reexecuted":false,"execution_millis":544,"execution_start":1703069733122,"source_hash":null},"outputs":[{"data":{"text/plain":["<Axes: xlabel='Time - 2457000 [BTJD days]', ylabel='Flux [$\\\\mathrm{e^{-}\\\\,s^{-1}}$]'>"]},"execution_count":15,"metadata":{},"output_type":"execute_result"},{"data":{"image/png":"iVBORw0KGgoAAAANSUhEUgAAAvcAAAF7CAYAAABW5aSFAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjkuMCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy80BEi2AAAACXBIWXMAAA9hAAAPYQGoP6dpAACpp0lEQVR4nOzdeVwU9f8H8BcLLIIHgqiBipgmEKh5JOqmpaZpKhnV1/DI8Og0M6tfZuZXUzu0TCvLrNQMLTPzzDzBIy3x+JqYB954g1wCy83+/phmmZ2d2Z3dnd3ZHd7Px4MHMOdn7vd85nN4GQwGAwghhBBCCCEeT6N0AgghhBBCCCHyoOCeEEIIIYQQlaDgnhBCCCGEEJWg4J4QQgghhBCVoOCeEEIIIYQQlaDgnhBCCCGEEJWg4J4QQgghhBCVoOCeEEIIIYQQlaDgnhBCCCGEEJWg4J4QQgghhBCV8FE6AfZKT0/H1KlTBcfNmzcPUVFRguNWr16N5ORkhIeHY9GiRWbjKyoqsHLlSqSmpqKoqAgREREYOXIkOnbsaNd0hBBCCCGEuIrHBvesIUOG4J577jEZFhoaKjjt7du3sWbNGtSpU0d0eQsWLMD+/fsRHx+PsLAw7Nq1CzNnzsScOXMQExNj83Rc1dXVyM3Nhb+/P7y8vOzYWkIIIYQQUtsYDAaUlJQgODgYGo3lgjceH9zHxMRAp9NJmnbp0qWIjIxEdXU17ty5YzY+IyMDe/fuRVJSEhISEgAAffr0wYQJE7B8+XLMmzfPpun4cnNzkZSUZM9mEkIIIYSQWm7ZsmUICQmxOI3HB/cAoNfr4efnB29vb9FpTpw4gf3792PhwoX4+uuvBafZv38/NBoNBgwYYBym1WrRr18/rFixAtnZ2WjcuLHk6fj8/f0BMAcmICDA3s0lhBBCCCG1iF6vR1JSkjGWtMTjg/uFCxeipKQEGo0GMTExSEpKMiumU1VVha+//hr9+/dHRESE6LIuXLiAZs2amQXebdu2BQBcvHgRjRs3ljwdH1sUJyAggIJ7QgghhBBiEynFuj02uPfx8UGPHj3QpUsXNGjQAJmZmVi3bh2mTJmCuXPnonXr1sZpt27diuzsbMyePdviMnNzcxEUFGQ2nB2Wk5Nj03Ri9Hq95Y37l6+vL3x9fSVNSwghhBBCiMcG99HR0YiOjjb+HxcXB51Oh1deeQUrVqzAzJkzAQB37tzBypUrMWzYMAQGBlpcZnl5uWAwrdVqjeNtmU6M1HL3iYmJGD58uKRpCSGEEEII8djgXkhYWBi6deuGAwcOoKqqCt7e3khOTka9evUwePBgq/NrtVpUVFSYDWeDdTZ4lzqdGKll7inXnhBCCCGE2EJVwT0AhISEoLKyEmVlZcjPz8e2bdswbtw45ObmGqepqKhAVVUVbt26hYCAANSvXx8AEBwcLFikJi8vDwDQqFEjm6YTY63MvV6vR15eHqqrq61sLSGupdFoEBQURHVGCCGEEDeluuD+5s2b0Gq1qFOnDnJyclBdXY0lS5ZgyZIlZtOOGzcO8fHxGD9+PACgVatWOH78OPR6vUnwcubMGeN4W6azVXV1NdasWYO//vrLrvkJcZVu3brhqaeestrWLiGEEEJcy2OD+4KCArMy9BcvXkRaWho6d+4MjUaD8PBwwV5sk5OTUVJSgvHjx5t0eKXT6bBu3Tps3brV2H59RUUFdu7cicjISGMLOFKnsxUb2A8ZMgR33323xaY9CVFCVVUVLly4gE2bNgEAhg0bpnCKCCGEEMLlscH93LlzodVqERUVhYYNGyIzMxPbtm2Dn58fRo8eDQAIDAxE9+7dzebduHEjAJiNi4yMhE6nw4oVK1BQUIDQ0FCkpKQgKysLEydOtHk6W+j1emNg36dPH7uWQYgrsM3Jbtq0CUOGDKEiOoQQQogb8djgPi4uDnv27MGGDRug1+uNgXxiYiLCwsLsXu7kyZORnJyM1NRUFBUVISIiAtOnT0dsbKxd00nFlte/++677U47Ia7Cnqd5eXkU3BNCCCFuxGOD+/j4eMTHx9s17wcffCA6TqvVYsyYMRgzZozFZUidTiq28iwVxSGegD1PqdI3IYQQ4l48Nrj3ZJMnTzariNijRw+FUkMIIYQQQtSCgnsFzJ8/36wow5UrV3DkyBGFUkQIIYSo2NixwLRpgJ2t2RHiSSi4J7IaMmSI1WleffVVtGvXDuPGjcOUKVOg0+mM4wwGA1JSUrB9+3ZcunQJ5eXlaNq0Ke6//34MHTpUtA+Bq1evYvPmzTh+/Dhu3bqFhg0bonPnzhgxYoRZq0oHDx7Ezz//jCtXrqBOnTq499578eyzz+Kuu+4SXPaff/6J999/H+Hh4Vi0aJHods2ePRsHDx5EUlKSsRUlABg7diyysrIE55k3bx6ioqIsTrd27VqTjtFOnz6NZcuW4dy5cwgICMADDzyA0aNHo06dOjavEwBycnKwYsUKHD58GKWlpWjSpAmGDRuGhx56SHRbCSHEoyxdCgwfTsE9qRUouCeymjdvnsn/b775JgYPHowHH3zQOCw0NBSlpaVm8xoMBnz88cf4448/0LdvXzzxxBPw9/fHlStX8Pvvv+PmzZt45513BNd77Ngx/PPPPxgwYABatWqFrKwsrFy5Eunp6fjss8+Mvf2mp6fj/fffR+/evTFq1CgUFhZi5cqVmD59Oj7//HP4+fmZLLesrAzffvstGjZsaHG7Dx8+bOzngG/q1KlmPRovX74cV69exT333GMyXKfTYejQoSbDuD0VZ2Vl4Z133kFsbCzefvtt5OTk4Pvvv0dubi7efvttm9eZm5uLN954A82bN8eECRMQEBCAy5cvC/bATAghhBD3R8E9kRU3R5jVuHFjs+FCwf2WLVuwd+9eTJw4Ef369TMOb9euHR555BH873//E11vr169MGjQIHh5eRmHhYWF4f/+7/+QlpZm/Dqwd+9eNG7cGK+++qpx2sDAQLzzzjs4d+4cYmJiTJa7Zs0aNG7cGE2bNsW5c+cE111RUYElS5Zg9OjRWLhwodn41q1bm237+fPn0adPH7MK1A0bNhTch9z01KtXD9OmTTMG/fXq1cOHH36I8+fPG9cldZ3Lli1D48aNMWPGDOPwDh06iK6fEEIIIe6NupckbmP9+vVo3bq1SWDP8vb2RpcuXUTnbdCggUlgD9Q015ibm2scVlVVBX9/f5Np2foPBoPBZP4bN25g/fr1eP755y2m+9dff0W9evXQt29fi9Ox/vrrL5SWltpV7OXChQuIjY01yc3v1KkTACAtLc2mder1evzxxx949NFHqZUmQgghRCUouCdu4fbt27h586YxUJXDyZMnAQAtWrQwDuvbty+uXLmC3377DcXFxbh58yZ++OEH3H333YiOjjaZf8mSJejTpw9aWSijmZWVhV9++QXPPfec2cuFmD179qBJkyZm6wOA3bt34/HHH8dTTz2FGTNm4NKlSybjy8vL4eNj+sHNx8cHXl5euHr1qk3rPH/+PCorK+Ht7Y0pU6Zg6NChGDVqFJYvX47KykpJ20IIIYQQ90LFcohbyMnJAcAU4ZFDeXk5li5dirvvvtukmElMTAymTp2Kjz/+GIsXLwbA5PBzi6UATC746dOnMWnSJIvr+fbbb9G9e3eLRWm47ty5g2PHjuHxxx83G9e1a1dERkaicePGuHnzJn7++We89dZbWLhwobGyb1hYGM6ePQuDwWB8mcjIyIDBYEBhYaFN62Q7Tvv888/xyCOPYPjw4cjIyMDKlSvh5eVl7OmZEEJUgfd1lhC1ouDeU734InDtmvzLbdYM+Oor+ZcrkdTcb2sWLVqEW7duYd68eSbLPHXqFObPn49HHnkE999/PwoLC/HTTz/hvffew4cffgg/Pz+Ul5fjm2++wfDhw81a2uE6evQojh07hq9s2F9//PEHKisrTSoYs7jFf2JiYtCxY0e8+OKL+PXXX/HSSy8BAB599FFMmzYN33//PR5//HHk5uZi8eLF0Gg0ovtObJ1sB1T33Xcfxo4dCwBo3749SkpKsG7dOjz99NNmFYwJIYQQ4t4ouFeALJ1YKRiAOwPbxGV2drbDy/rhhx+wZ88eTJ8+HS1btjQZt2TJErRv394YzAJAZGQkxowZg9TUVAwYMAAbNmyAl5cXevXqhaKiIgBAZWUlDAYDioqK4OfnB19fXyxZsgSDBw+Gn5+fcTqAqWBbVFSEevXqmaVtz549iIiIMEuXkODgYNx77704f/68cViHDh3w7LPPYtWqVVi7di00Gg0GDBgAHx8fBAUFCS5HbJ1s+tq3b28yvEOHDvj5559x48YNREREWE0nIYQQQtwHBfcKoE6szIWEhCA0NBRHjx7FqFGj7F7Opk2bsGbNGkyaNEmw/H5mZibi4uLM1t2gQQPcvHkTANNm/o0bNzBy5Eiz+RMTE/HSSy9h4MCBuHbtGtasWYM1a9aYTJOcnIzk5GSz9umzsrJw6tQpPPPMM3ZvHwA88cQTGDRoEG7evImgoCDUq1cPI0aMQP/+/c2mtbTO8PBwi+spLy93KJ2EEEIIcT0K7onbeOyxx7B48WLs2rXLrOWZ6upq/O9//0Pnzp1F59+zZw+++eYbPPPMM+jTp4/gNE2aNDHJCQeYAPjOnTto0qQJAODJJ5/Eww8/bDLNL7/8gqtXr2LSpEkICwsDALz//vtmy586dSoGDhyInj17mlV83bt3LwCm2U4pcnJycPLkSfTu3dtsXJ06dYy56jt27IDBYEDPnj3NprO0ziZNmiAiIgLHjh3D4MGDjcOPHTsGrVZrNfgnhBCPIlOxT0LcHQX3xG08+uijOHnyJD777DOcOnUKcXFxqFOnDq5evYqtW7eiSZMmosF9eno6FixYgPbt2yM2NhanT582jgsJCUFISAgAYODAgfjmm2+wZMkSdO3aFYWFhVi9ejUCAwPxwAMPAGBa1+G2sAMAO3fuxO3bt9GuXTvjMO7fXHfddZfguD179iA6Otr4EsEfd+jQIXTp0gXBwcG4efMmfvnlF2g0GpNOrW7evImUlBS0bdsWAHD8+HFs3LgRr776qmgxILF1AsCoUaMwe/ZsfPPNN+jSpQvOnj2LdevWISEhwaTHW0IIIYR4Bgruidvw8vLCG2+8gY4dO2L79u3Yu3cvKioq0LRpU3Tt2lWwhRlWeno6Kisr8ffff+Pvv/82GZeYmIjhw4cDAIYMGQJfX19s2bIFO3bsgL+/P6KiovDWW2+hQYMGTtu2zMxMXLp0CS+++KLg+KZNmyI3NxfffPMNiouLUbduXbRv3x4jRowwtpQDMM1epqenY+PGjaioqECrVq0wdepUdO3a1eZ1AkwLPW+++SZ++uknbNmyBcHBwRg+fDiefPJJxzeaEEIIIS7nZeD33EOcRq/XY9iwYVi9erVgmfv58+dj8uTJZrnGhLgbOl8JIR7FywvYsQPgFbkkxFNYiiH5qBMrQgghhBBCVIKCe0IIIYQQQlSCgntCCCGEEEJUgirUKkCWTqwIIYQQQgjhoeBeAUKdWF27dg1HjhxBVVWVQqkiRDr2POW/pBJCiNuidu5JLeGxwX16ejqmTp0qOG7evHmIiooCAFy+fBk//vgjzp07h7y8PPj5+SE8PBwJCQmCzQdev34dycnJOHnyJAoLC9G4cWM8+OCDePzxx03a/a6oqMDKlSuRmpqKoqIiREREYOTIkejYsaNd2xMUFAQAuHDhgrFzIkLc1YULFwDUnLeEEOL2qHFAUkt4bHDPGjJkCO655x6TYaGhoca/s7OzUVJSgr59+yI4OBhlZWU4cOAAZs2ahZdffhkDBgwwmXby5MmoW7cuBg0ahPr16+P06dNYtWoVzp8/j2nTphmnXbBgAfbv34/4+HiEhYVh165dmDlzJubMmYOYmBibtyMgIADdunXDpk2bAAB33303vL29bV4OIc5UVVWFCxcuYNOmTejWrZvV5rgIIYQQ4loeH9zHxMRAp9OJju/SpQu6dOliMmzQoEF47bXXsH79epPgPjU1FcXFxfjoo4/QsmVLAMCAAQNgMBiQkpKCoqIi1KtXDxkZGdi7dy+SkpKQkJAAAOjTpw8mTJiA5cuXY968eXZty1NPPQUAxgCfEHfVrVs34/lKCCGEEPfh8cE9wDTs7+fnJzmn29vbGyEhITh79qzZcgCgYcOGJsODgoKg0Wjg48Psrv3790Oj0Zi8GGi1WvTr1w8rVqxAdnY2GjdubPN2aDQaDBs2DEOGDEFeXh6qq6ttXgYhzqTRaBAUFEQ59oQQQoib8vjgfuHChSgpKYFGo0FMTAySkpLMiukAQGlpKcrKyqDX63Hw4EEcOXIEPXv2NJmmXbt2WLt2LT7//HMMHz7cWCzn999/x+DBg41l7i9cuIBmzZqZBTht27YFAFy8eNGu4J4VEBBAwRMhhBBCCLGZxwb3Pj4+6NGjB7p06YIGDRogMzMT69atw5QpUzB37ly0bt3aZPrvvvsOW7duBcDkPnbv3h0vvPCCyTSdO3fGyJEj8fPPP+PgwYPG4f/5z38watQo4/+5ubmCFQnZYTk5ORbTzn4hsMbX1xe+vr6SpiWEEEIIIcRjg/vo6GhER0cb/4+Li4NOp8Mrr7yCFStWYObMmSbTx8fHQ6fTITc3F/v27UN1dTUqKirMltukSRPExsaiR48eqF+/Pg4fPow1a9YgKCgIgwcPBgCUl5cLBt1ardY43pKkpCRJ25iYmIjhw4dLmpYQQgghFlBrOaSW8NjgXkhYWBi6deuGAwcOoKqqyqQMfosWLdCiRQsATOXXd999F7NmzcInn3wCr3/bvt27dy+++OILfP311wgJCQHAdC5VXV2N5cuXo1evXmjQoAG0Wq3giwEb1LNBvphly5ZJKnZDufaEEEIIIcQWquuBJiQkBJWVlSgrK7M4nU6nw9mzZ3Ht2jXjsC1btqB169bGwJ4VFxeHsrIyY9vewcHByMvLM1smO6xRo0YW182Wqbf2Q8E9IYQQIhPqxIrUEqoL7m/evAmtVmvS4ZQQNpedW/49Pz9fsIWayspKADW9crZq1QrXrl0zKzt/5swZ43hCCCGEEEJczWOD+4KCArNhFy9eRFpaGjp27AiNhtm0/Px8s+kqKyuRkpICrVZrLKoDMMV6zp8/b5KbDzDFdTQajbHnWJ1Oh+rqamMFXYDpsXbnzp2IjIx0qKUcQgghhBBC7OWxZe7nzp0LrVaLqKgoNGzYEJmZmdi2bRv8/PwwevRo43SLFi2CXq9HbGwsgoODkZ+fj927d+Pq1asYO3Ys/P39jdMmJCTgyJEjmDJlirGH2kOHDuHIkSPo37+/sbhNZGQkdDodVqxYgYKCAoSGhiIlJQVZWVmYOHGiy/cFIYQQQgghgAcH93FxcdizZw82bNgAvV6PwMBAdO/eHYmJiQgLCzNO17NnT+zYsQNbtmxBYWEh/P390aZNGzz77LOIi4szWWZsbCzmzZuHVatWGadv2rQpRo0ahSeeeMJk2smTJyM5ORmpqakoKipCREQEpk+fjtjYWJdsPyGEEEJsQK3lkFrCy2Cgs91V9Ho9hg0bhtWrV1MnVYQQQoireHkB27cD/fopnRJC7GJLDOmxZe4JIYQQQgghpjy2WI4nmzx5srHCL2vQoEEYNGiQQikihBBCCCFqQMG9AubPn0/FcgghhBBCiOyoWA4hhBBC1I86sSK1BAX3hBBCCCGEqAQF94QQQghRP2ockNQSFNwTQgghhBCiEhTcE0IIIYQQohIU3BNCCCGEEKIS1BSmAqide0IIIYQQ4gwU3CuA2rknhBBCCCHOQMVyCCGEEEIIUQkK7gkhhBBCCFEJCu4JIYQQQghRCQruCSGEEEIIUQkK7gkhhBBCCFEJCu4JIYQQQghRCQruCSGEEKJ+BoPSKSDEJaidewVQJ1aEEEIIIcQZKLhXAHViRQghhBBCnIGK5RBCCCFE/by8lE4BIS7hsTn36enpmDp1quC4efPmISoqCgBw+fJl/Pjjjzh37hzy8vLg5+eH8PBwJCQkoGvXroLznzt3Dj/++CNOnjyJ8vJy3HXXXXjkkUcQHx9vnKaiogIrV65EamoqioqKEBERgZEjR6Jjx47ybywhhBBCCCESeGxwzxoyZAjuuecek2GhoaHGv7Ozs1FSUoK+ffsiODgYZWVlOHDgAGbNmoWXX34ZAwYMMJn36NGjmDVrFlq3bo1hw4bB398fN27cQE5Ojsl0CxYswP79+xEfH4+wsDDs2rULM2fOxJw5cxATE+O8DSaEEEIIIUSExwf3MTEx0Ol0ouO7dOmCLl26mAwbNGgQXnvtNaxfv94kuNfr9fj0009x//33Y8qUKWaVXlkZGRnYu3cvkpKSkJCQAADo06cPJkyYgOXLl2PevHkybBkhhBBCCCG2UUWZe71ej6qqKsnTe3t7IyQkBMXFxSbD9+zZg/z8fIwaNQoajQalpaWorq42m3///v3QaDQmLwZarRb9+vXD6dOnkZ2dbf/GEEIIIUR+1BQmqSU8Pud+4cKFKCkpgUajQUxMDJKSksyK6QBAaWkpysrKoNfrcfDgQRw5cgQ9e/Y0mebYsWMICAhATk4O5syZg2vXrqFOnTro3bs3xo0bB61WCwC4cOECmjVrZtbiTdu2bQEAFy9eROPGjZ20xYQQQgghhAjz2ODex8cHPXr0QJcuXdCgQQNkZmZi3bp1mDJlCubOnYvWrVubTP/dd99h69atAACNRoPu3bvjhRdeMJnm+vXrqKqqwuzZs9GvXz8888wzSE9Px+bNm1FcXIw333wTAJCbm4ugoCCzNLHD+OXz+fR6vaRt9PX1ha+vr6RpSS2wbh3Qrh3Qpo3SKSGEECKX4mLA2xuoU0fplBCV8NjgPjo6GtHR0cb/4+LioNPp8Morr2DFihWYOXOmyfTx8fHQ6XTIzc3Fvn37UF1djYqKCpNp2Nz9gQMH4vnnnwcA9OjRA5WVldi6dStGjBiBsLAwlJeXCwbdbM5+eXm5xbQnJSVJ2sbExEQMHz5c0rREpRYtAh54AOjQAXj2WWD6dOD115VOFSGEmCotpeDUXgkJwL33Ap9+qnRKiEp4bHAvJCwsDN26dcOBAwdQVVUFb29v47gWLVqgRYsWAJjKr++++y5mzZqFTz75BF7/tn3LBue9evUyWe6DDz6IrVu34vTp0wgLC4NWqzV7MQBqgnp2OWKWLVsmqRMryrUnmDoVmDGDCe4JIcRd+ftTmXZ75ecDRUVKp4KoiCoq1HKFhISgsrISZWVlFqfT6XQ4e/Ysrl27ZhwWHBwMAGjYsKHJtIGBgQCAon8vvuDgYOTl5Zktkx3WqFEji+sOCAiQ9EPBPaGHJSGEyKQ2dWL18stKp4AoSHXB/c2bN6HValHHyudBNpedW/69zb9lmfll5nNzcwEADRo0AAC0atUK165dMys7f+bMGeN4QmRTmx5IhKjVP/8onQJSmzJLvvxS6RQQBXlscF9QUGA27OLFi0hLS0PHjh2NbdTn5+ebTVdZWYmUlBRotVpjUR0AeOCBBwAAO3bsMJl++/bt8Pb2Rrt27QAwuf7V1dXGCroA02Ptzp07ERkZSS3lEPnUpocRIWoWG6t0CoiznTwJZGYqnQpCPLfM/dy5c6HVahEVFYWGDRsiMzMT27Ztg5+fH0aPHm2cbtGiRdDr9YiNjUVwcDDy8/Oxe/duXL16FWPHjoW/v79x2tatW6Nfv37YsWMHqqqqEBsbi/T0dOzfvx9PPfWUsbhNZGQkdDodVqxYgYKCAoSGhiIlJQVZWVmYOHGiy/cFIbVOUBBw8SLAK0JHiMfJzAQ2baJiFGowejTQqRPw9ddKp4TUch4b3MfFxWHPnj3YsGED9Ho9AgMD0b17dyQmJiIsLMw4Xc+ePbFjxw5s2bIFhYWF8Pf3R5s2bfDss88iLi7ObLkvvfQSGjdujJ07d+Kvv/5C48aNMW7cODz22GMm002ePBnJyclITU1FUVERIiIiMH36dMRS7ox1W7cCXboAISFKp8SzUC5+jfx8oKTEs4P76dOBrCxg8WKlU0KU9OefwIQJFNyT2qWgAPi3PqPbKSlhKoh7MI8N7uPj4xEfH291ul69epm1fmOJj48PEhMTkZiYaHE6rVaLMWPGYMyYMZKXTf41cCCwahVgZR+Tf1GZe3U6fx64fl3pVBBCiOs1bOi+GVYBAe6bNok8Nrj3ZJMnTzbWCWANGjQIgwYNUihFCvDwC8duXl7i215SAjz9NLBhQ80w7rQU5BPi2QoLgfr1lU6F5zMYgO7dgb/+Ujoljrt5U+kUqNPNm0DTprX2uUnBvQLmz58vqZ17UssUFQEbN5oOMxhq7c2JENX55RdAYieGssvP9+xibHwHD9o+j7tlKhUVAaGhQNeuSqdEfUJDmZc/geLXOHMGaNlS1Z2ueWxrOcTDudtN1lGFhY4vw1X7JCLCNetxNnrpIe6oXj3xcew1Pn8+cPiw6TBnCwpyzXrUhtMXDgDgs8/kW7banoPuprpaeHhUFPDbb65Ni4tRcE+IHP7tA8Ep5A5iL1+Wd3lKEXownj3LVFD0FPRwV5/iYuvTzJoFrF/v9KQYqSnH3hH23EubNzf9/9VX5UkLUJMeug/Y5uxZpVPg9ii4J8qgm5k52ieO++IL4LnnlE4FIYzHHzf9n3uNz5kD8DpMdBqBfmFqpZISaS9fxL21bat0CtweBffEtSinwjbc/VRcDLzxhnJpIfKjokXqZi13XqzYgCfxpE6bXnsNGDnSecu31GCC2PSEOAEF94SxcCGT60ncD/sAqKqqGda6tfX5vL2dkx53oYYHI73k1i78421rMOiOWrZUOgXSFRYCd+44Z9nZ2dKPZW6ubctWw72OuBQF94SxfTuwa5fr1id0E/zpJ9et351xy4yLPSwuXLD+IJGaK7hoEVBZKW1aT2RDPxcu8+67TF8PhBDXceaLVJMmTCVpfiB+6xZw40bN/8XFwL+93RunpeDd/Xj4SzcF98Q+d+4wLwRyUlunVoWFgISO1ozYm0mPHrath5ujb48JE9RdDnXfPvmX6eXlWA7g6dPypcVWZ84ot+7azsMDBo/z99/AxYvKpuGllwBuZ5eO3q/FGAxAWZlzll0bVFer6vqk4F4BkydPxksvvWTy85vSzTJZOqm/+cZ82L59wCOPiM9z5QrTIZOzvf2289fBmjIFeOEF6dPn5wObNjktOcZj5uNDFeaU4GlfO774AjhwgGkGjjhXQYHlVlUs5dju3g0cOWJ52bNmOZS8WiMpCZg3z3SYEgEcd53OWv+6dcA99zhn2bYaOFDpFNju3nud+7x2Mbs7sUpJSZEtEX369JFtWZ7AbTuxEvs0+NxzwPjxti0rMxNYvdr5RW0+/BD44APnroN18aJwWcnz5527XrHjwn1IOBpoumuOxc2bwF13KZ0K6YqKLLdz7mqrVjHFkpo3Bz76CBg3TukU1Q43b0pvD51/fU+bxtSp+f574ekvXQKmT2eKdokpKwOOHmV6ca0t2Bxxd6trxK9XIdTruBz334ICJlPNHWzdqnQKbHfmDNN6lbs+C21kd3C/YMECeMlUTqy2Bfe1wt9/Wx6vkgsIANCmjTzLEdonlvaTo/uwuhrQuPHHu+xsppdBW7bzs8+A2FjnpYlL6P5Xvz7zsnf33cLzXLwIPPCAcNGrzp2BDRvM29Xmk3LcsrOZLzojRjBB4jPPAFevmk5TXAycOwd06GB5WcR2tpyz/Gm9vR0vunH4MHOeSU1Hv37Ajh2OrdOSwkLmnK1b13nrGDsWCAxkGofg4gfTtsQtej3z+8cfmXsLt17a//0f03pZkyaWl2EpuFejl19WOgU17IlR2WMupFkzphf5zp3tT5OL2B3cA0BERAS6detm9/x//fUXLl265EgSiFwMBnkr9bjTBe4MxcXAli3AU085dz2WjoujDwlv75pluKpC15QpwKOPSqvk6qnNBFZUiI/LzweuXwe2bTMfd/Qok3PUvDkwdCjTZN+TT5pPxz1uYp5+WviLB/c4b97MTKf2YMOdsPva0nXn7W1+7r/1FvPlhTuvFCtXMi941uzcKX2Z9mDPx+++s38Zr73GNDbw1181w6KigD/+ABo3Zl5SIyNN53H0vsam9+ZN4MQJ4NSpmnHz5gFPPGF7cC8lfStWMOv8v/+Tnla5r+Nvvqn5Yl9dDfTtC6SmWp+Pe3wA4NAhICQEaNVK3vRJYWmf5Ofbvrzr121v6UghDgX3d999NxIdqAR569YtCu5dyWAAMjLMb4COyMsz7dY8M5O5KUlJizsoKQH8/W2fb+5c4L33LG+HJ7WA4Krj8dVXzIPYHVuwkduIEUzRCaEy7oWFwvOw58yePYBOZ/+6ucGhWK6hsyr2EemWL2e+TgFMjmFAAJPDzQ/u586tCe6lYM+jkSOlBffOptcDpaXWp1u8GLjvPkAo03DBAvNhZ87UXEtiy+ff2+y51zlyf7SUcy+23NRU5lltS3AvN25x3Koqpi6IFPzn3jPPMBk6n3wia/IcNm4c87WHi5v227eZZ5WHsvubfEBAAPz8/BxauVarhb89gRWxT3m5/ZXpfvhBeDg/SGvZEoiLs748g4Hp4EXoE1h2NvDiizYn0Wb/+x/zMLWHKypTjhvHHDMx7vKCpBSlX56srX/VKtvrY8i5Tdxc4l9/lW+5xLqMDOHh/GuWe199803mt0Yj7cUrOFh8nNzn0YUL8i3PklmzhL9q8Ynd+3bvZnL4WdeumbYEZss9s6DAtEy81H1qT18GSt/LSA32WFj7IuPm7A7uf/rpJ7xgS8shAl566SX8RG2bK++ll6zffJ55Rni4pfJp1jz+eM1nTm7ls8xMJgfH2RxJuyW5ufZ1K2/pwS9leke48kWhtr+UWMIGAvZ8MuYvh2UwMMUH+MOJ84hlTpw6xVQ25B8fAPjyS+a3tTL37Lx5edan4Vu71rw+lKXGMQ4eZMqbS+k0Tw5C94bnn2cyYqzx8gKysoClS2uG3boFJCfbl5aGDU33o73XjpQy9/wvanv22H6f3LLFvvSxKirMvyjyi5FJIWU/tW8vfXnELm5cm464zFdfSZuuvLzmJivWkoMl3Bx9/s3i889tW5Yc7fmyN6FmzRxfFtdzzwGjR1uf7soV5uEJAP/8I/5Z2cuLaeaMT44g2dXt2zsjZ1op9myLlDSzFV/57XPn5sq7Tgr05ZWRYb1M+fffm9ZH8vIyLzZjKbi/fFnaOSR2bN94A/j5Z9NhffuKL2fBAqb4oZBDh8Qrjgvhpnv3bmYb9XomkLUUgC9ZwtwfWfz+Jb791nz5lthy3st5jRw7xpTTt5bOq1eZa99Sc6hC1q61PU3cjISPPwYefND2ZUhZBwAkJDBfUgAgPZ35LaUIr7vxkPsmBfcK8Lh27lmHDgGdOjF/r1lj+zrS0qxPc/MmU9bNkoICoE4d8fHV1QDbAlN5OVMRypLr162ni8/aBc4vtlNaal7E5ttvgf/8h/k7NtZyp2AJCdLTduFCzU0UYHILb90SnpZtttGVNyylg3K52LrPOncGTp60Ph1b3pr/0s09f6TsQ0vTlJaq5zi4ix07mK+gthDKkRYqc8+KiJC2XEvn5j//MJVQHXX7tvkL6I8/Spu3d29m/nr1gEmTzNui5+Oeq4GBpuPef9/0/zt3LH9pkDMXevp08+aexebZtw+YMcP6+tnx7PX+/PNWk2m3Eydq6swVFdV8Derd2zQtjmIzqPjP2tBQx79Syqm62n2aE3WQQxVqiX3cpp17g8E05zY/n/k05+tr+7LatgUWLXI8TaGh1iv8WivvbjDU1Orftw94+OGam1RxsbTm2LKzmdwkbvlNqYQezsOHCzdxWF1dk1Nraw6r2PSjR5s2zzl4MPMSYak/AFcFenK+REhZ1sMPy7c+wPT8Ydd/5Qrz4soWfRFz9Kj4SxbL0jZxm790tHUrf3+mJRXiWvn5lsvKA8xxttTi0urV1tdjqSniDRuYe87hw8LjL19m6mjcuMEErrY0wDB8OJPb/9df5uen0PlqMDC595YyawDz+6nQl8zMzJq/pdYROHAAaNeOacLWErH74/btzP6x1GGjWJn73FxpjTksWWJ9GnuJFY9hK88aDExGkaXjw+/bw9b7kjtlMqSmmley9VCy59wfOXIE46ijFM+wdatppZGUFOHeaFlCF+2FC0wRmbNnLee4iwXJgwcDM2cKj3NGV9pSb0InTgCTJ5sP37nTek6/UIW4nBzhXmSvXgVatGD+tvUmJzY9+7lbCfPnS5/WUplhW1y/Lt7uMLddakdcvMh89uaeP2z6t241bbLSloeblMp37HUgVE779m3mE7dQxV2hDnKElkHkI8c+1WhqllNdbd70nrUvkQBTNJBla4eTaWnMvc/WYiHc+e115w4g9BWbv1+FmogtKbF9fTqd5WZApZS5l1JZllt2nf1bqOgmd7wjuMsoLGSKPtkrLk68pZuffmJejLhFSvn7Sa42/sVaGJOTpza/LED2nPvS0lJkZ2fLvVgz6enpmDp1quC4efPmIerfVmEuX76MH3/8EefOnUNeXh78/PwQHh6OhIQEdO3a1eI6Vq9ejeTkZISHh2MRL1e6oqICK1euRGpqKoqKihAREYGRI0eiY8eO8mygK+j1NTdE9qKzFFCL3dzYh4+lC/fAAdP/2Wlv3mQ+VQp57jnhsv0tW4qvRwpHcz0vXgSWLRMfz7ZTbS2QsnQTtMRaJac//2R+lPD668IvRUKCg6U1JXryJNM1OMB8ieHPk5PD5Io70+bNTBv9XC1bCqf/2rWassi2nmf84L66msk1MxjMc+4BYMwYpsv0rl1r6m/wp6HMFtdwRtG27duBgQNNh23ebNsyuI0VsGmUI62WliF0j121ivlaxDaiIHTtFBczxT/9/JivD2zrbo4GvJaKfhgMTL2C6dMtT8P9/eijNeNWrLD+3OTuD+6LG//F++mnrX9FsNXu3UB8vH37MCfHcsDLNoVuLSi2dK5YOxerqphnaoMGtm+D0NcjR5uv9pAy95KD+2SJNc6v8ntBdLIhQ4bgnnvuMRkWyrYbDCA7OxslJSXo27cvgoODUVZWhgMHDmDWrFl4+eWXMWDAAMHl3r59G2vWrEEdkc9RCxYswP79+xEfH4+wsDDs2rULM2fOxJw5cxATEyPfBrqKIzdPHyun0bVrtrU1zF487A25Wzcm54Bt99uWSqBC6zlxgvkUa+t8XJZy78XKzFoL5qUWyxH6JC0HvZ7JHWna1DnLtxW7P/bsqQnuP/7YfN9Kudl++aXt5aHF0sPHPx59+jBFH4TmsSWXDzD9AiT0suhIZVmxaQoLmfa1pVa0JzXkyHVdt64moJfy9XL+fOalurjYetO+3PStXi2tfLGjnejduGHaRvrIkcxvS8URy8tNv3Q6mqPK77WWy2AA/vtf4eBerCnM33+v+fvOHetfvIVy7oGaIn7V1cxLeliYadvqjz1muqzDh5n+Duyp82aPpk3tK6briDp1TL8E+PjU7LOKCvHMQGezVCfODUkO7n/++WfUrVvXalnxckvtcjtBTEwMdBY6e+nSpQu6dOliMmzQoEF47bXXsH79etHgfunSpYiMjER1dTXu8GrnZ2RkYO/evUhKSkLCvxUd+/TpgwkTJmD58uWYZ61ykFJsaWUhLs48J5Adx885YoN7sYdA8+a2BYz85Rw8yJTrA+RpX97RB/ADD4iP27RJOLiXsk6pD7D9+4WX+dlnTPNt9vr0U6Z85+XLNcO8vJjcG2vlhLk6dLBc5tfe4kf//MO88DVoYDpeStnejz4SDu4//5zJLbPWWYmlHB+hsstix9Latqenm/Ysy23zWyi4dyQXSSwtt28zTdFScG8/e48L90uq1GJr7P2gqEg4uBc6zocPM8VRhK5Te78ois0jVkzn/vtN1yfWDKO9aZCDXF84hHLuuQoKmK/YYWGm4/kBZUYG8MsvjqdJjFDa+F8YrGG3Mzvb/L4qZTlCL7RjxjC/9XrzCtRS+PhIix0spY+9H3pIcUbJwf1dd92FmJgYvPrqqxan279/P+bOnetwwmyh1+vh5+cHb29vSdN7e3sjJCQEZ8+eFRx/4sQJ7N+/HwsXLsTXX39tNn7//v3QaDQmLwZarRb9+vXDihUrkJ2djcae0LOZpRuXpXKTQ4aY/s8WF7B00tuTcy9UVtiWXjVLSky3kW1+i79MgAlsO3YEHnpIfHlSLur4eODZZ4XTaS0ItXJtWU3PunXMw8HadGKqqoQr8tla9+H4ceZ3dTVTn2LmTKZc+vXr5tucny/+QsKfNjaW+c1vCYM/XUkJ03JJv36W03n2LDBxIvNVwFJzgOw6hPbjI49Yns9W//mPacVc7rUmVCxHDFvOmp9uD8t98ljc1qqEiAUabEZSebltL9SAfUUW+GWzhYqEnDkjPr8UQ4dKS4ula9CWujy2krP1HKHlid07nNWU7p49po1bSF2PlxeTscMvQmtrOtk+XqRmVsXFiZ9jrB07mN/2ZgxJjRs8pMiNFJIr1EZFReEUW1bOCoML32wWLlyIYcOGISEhAVOnThUN2EtLS1FQUIAbN25g/fr1OHLkCDp06GA2XVVVFb7++mv0798fESLNjl24cAHNmjUz+4rRtm1bAMBFfvNg7sLSiWupUpE1zspJOHmyJjfHlotu1izm90MPmd4M2DZ1xbo25zY36cg5zJa553I090touNwPJblt3FjTRva6dUzRmLw8Jt1ZWcxwthk2AHjrLdP5xbaPrTzKFo3ib9u5c0D//tbT9+/16hCxYJnNaWJbbbKFWHvVclSGlaMJRCLMy0v6l0WxyoFs6062VILlluG2NB4wryDK/erEbX/fUbaUa2anFftS4eVVU07fXmwxD6HOBaXeTx3pxIq/LnvMm8cUvwKY63jvXuHpMjKkFdvhn2NidXSkpPnwYaalJIC5/4oRWpZYb85CuM8LZ5CS9n79zCu5uyHJwX18fDwe5VYiEREbG4s5c+Y4lCgpfHx80KNHD4wfPx7Tpk3DyJEjcenSJUyZMgXnBVqO+O677zBy5Eg899xzWLZsGbp37y7Yw+7WrVuRnZ2NkWy5QAG5ubkIEjjJ2GE5Vnon1ev1kn4qLDWH5kyrVgkPF/tMb6nCnljgb+mGwV5g58+bF8GQYsEC5rdYBxlCrSqUlTEPl0OHzMexQb+1mztbPOnoUeHgXkrxEVZmZk0uutSHitytLLD4Xzyk4j9g2PK9ly4JF9OaO7emSIpYj8hc/MCZH5zY00GKUJvScXGmPUZu3Wo6XmifsYEKP5iWK+ODXyzHnsDDwj2OOJGlZhot1Vl7801508E/Z2wt8siv6Cs3OTMJP/zQ+nI1FsIhW4pJAcyXG+4LXF4eMGGC5fULpY/79/HjNU3pzptnvW8Adr38L6+rVjH1IMS+lAilz1qaT5827+NArPMzKSx9ZbcXG5DzO0G7cqWmpT9+UWQxzmjJT2aSi+W0adMGbbhtZ4sIDAxEO2uVFWUQHR2N6Oho4/9xcXHQ6XR45ZVXsGLFCszkNa8YHx8PnU6H3Nxc7Nu3D9XV1WbB8507d7By5UoMGzYMgfyOMjjKy8vhK1DJRKvVGsdbkpSUZHX7ACAxMRHD2bdhV/HyEu+IZMUK25f31FO2zyO0/+xpXtDSPBUVwjkq/fub3hD37q2pMMnv2RGo6SwLqPn097//iTfNKJROIZZau7GU0yS2zTt2MG3fsznKQssUm/fYMWk54XzsSyL7VUjKJ9Jbt5gyxD/8wFSetYR/nL/80nT8pUum/3/1FfPQuP9+8ZeHJUsAflG8tDTg32sbAFOcx1ZsYOBIwMK9J4WE1HyhApiH0v/+xxQt47LWOgTABCEBAcwXJ0fTSBxjqVUXoeuB24GSoy2JsMGts7/yCeXcV1ebNxU8aBATkAk1Lewsq1cDw4aZN8fJL6pizQMPMD0Pjx7N5JCz6edXqGXZWtzH0nXNHX7//eY9sI8YYd7xVmVlzYulXLnSX37JtBlvz/2kfXvxL072YgN3/leghATxPh+4POy+qKpOrMLCwtCtWzccOHAAVVVVJmXwW7RogRb/tifep08fvPvuu5g1axY++eQTeP174iQnJ6NevXoYPHiwxfVotVrBXHU2qNdyAwEBy5Ytk9SJldALhNM5cgLbMq+967HlIr982fSTH3edO3ealmnlB8yDBjG/rX0OFit2kZdn2mmVrdvLPb/EPmM3bCi9kvThw0zlUbHg3tr8jpCaG8JiHzzc4FWonebycsvlOvl1cC5cYNq9/+or23r8BZjjYU9jAV5eph0X2Xve84tx6PXMJ/r4+Jphp04JB/fWtG7NVMaePp15gef2fUGkU6JvicTEmjLtUorlsMXhAKbSNJdGAyxdal+P3ZbWKYXQ10H2hVjulw1LFYaffpoJ7vkxwMaNzG9e4xxWl//dd0zOMLculKXMp8pK8X3H7XRuwwbrLSMBzH1Dyn2LG2uwjVfYQmwdnTsD99wj/Rjyc9VtlZnJFGtk+9XhvjAKPYf++MO+/hG++w6YNs2+NLqIw51YZWdn45133pEjLbIICQlBZWUlyqx8NtHpdDh79iyu/Vvx6fr169i2bRuGDBmC3Nxc3Lp1C7du3UJFRQWqqqpw69YtFP77gA0ODkaewCc6dlijRo0srjsgIEDSj9OC+7fftjzeGW+ochdHEJKdzfxwbyTcim3ceflFzOTeZil9PVi64Untkpv7QJeSk2NNSYltlZ/FCJVdZJsw5Tcbx22Hm+uLL2rWL1TReepUJhgV24/84N7HxzQHjSXlweNIzqFYc5as7783bfpNCLdTIi7ufELBnZR0Z2czQeLZs9LOWyLMFZ3s2IN7rltqRtjbm8lpffdd5n9L5f6tlZN+6inx4p22sje4t6e+ixxKS8XTbO1L2vHjpvXfLMUxYi+T/GI9QmkZNcq25Vp7BrzyiuXxUl8YxEo1WDsH2Hvfn3+a9rMycCDTLw0g3Mlmz55MK2y2+uEH2+dxMYeD+7KyMpyQ0mOei9y8eRNarVa0fXoWm8uu//dEzsnJQXV1NZYsWYJx48YZf86cOYNr165h3Lhx+OnfHMVWrVrh2rVrxnlZZ/6t8d2qVSu5N0tebPlDoQvGkVwSZ346lZKuZ59lch2FeoK1tky5e6ZztHWEb7+t+Zsf2HEfrGwPrNeuMUWIhNbBreBtraxgQQHTdTwXuy1ivRQK4a6HTZPYw0hKW9tivvxSfL9aKkPLrTMj9euHNUIV6fn7UsizzzKdc1ly8qTwcG6FXjleUOPjVdVihEspvd8MBqYPD37ZeannhaXrhe/BBy2P37dPuNdke9iSLi6xOiXW9s/5847VZWGLr3KXy34N4Q7jNiktZ+YS/6WMuw3sl2hb6vMJPdfT04HevaXNbzCY1tezFCeIZXIIHQe2iJPBUJORI/R8Y/tY4HVEajMqluMaBQUFZuXiL168iLS0NHTu3Bmaf28I+fn5aMhraq+yshIpKSnQarXGojrh4eGCPd4mJyejpKQE48ePN3aOpdPpsG7dOmzdutXYzn1FRQV27tyJyMhIz2gG0xks1dDnX7T2XihinUOJLY/bJq4tTXVylw1YbtveluVJZamdeG4HKuyDylItf9adO9ICaTYI5+eov/FGTWsNfO+8U9MEphBH9oelT7WHDkkL7jMzHU+HGHb9bK+0fGIV5ICaFi+s1WmQ8uLsYQ8fIhP2/Kuutt45n5Tl2INfyTw3lynmxX4F4OIX4XBWKzVi+C/S/PVz6xZ6QKsoZrh1w/jbJlcfPOfOmXZMJpXBYLniti3Heto05qWJbUADkFYESemXcBfx2OB+7ty50Gq1iIqKQsOGDZGZmYlt27bBz88Po0ePNk63aNEi6PV6xMbGIjg4GPn5+di9ezeuXr2KsWPHwt/fHwBTEbh79+5m69n4b1k77rjIyEjodDqsWLECBQUFCA0NRUpKCrKysjBx4kQnb7kDpN6o7A0SLOUG8D9Z25rLz1603N5AucsQK9ohF7ajGKn4LyF//lnTy6qcbDlW3FY6+DfBY8fMczYmTZK+7IwM887NuCz14MjH3yZrxR2kFsvx8rLcUolUchRbcga5vz4R23DriLiSPU3jCuF2mGYN/5qT2nJOv36WMwH40tKsF1kTI3V/cOsh8E2ZYt+6Wfz9xO95V2w6uRgMNZkcqanAsmX2LUdqPQyBDFKzomBSj8vVqzXNIwtl8Lz/PtCrl2k/KRUVzH3fFRWwLTVC4QY8NriPi4vDnj17sGHDBuj1emNwnpiYiDBO5ZWePXtix44d2LJlCwoLC+Hv7482bdrg2WefRVxcnN3rnzx5MpKTk5GamoqioiJERERg+vTpiGU72nFH3CIC5eXmFaoA5rOuK9h6w/7kE+YBwv3sxi0mcvas9QuNf1PhTm9LM2dScNfF3lD5LTDIic2ZvnHD8nRsuvz8TIdv317TzBp/Win4gSW/PW1LKips+0zMJ1ZmUurnfCk3aO7LEL/yny2VwOwNwOwpF2ovd3lZ8TSuatFFjNhx27JF2vyWmuHks3afYfFzaYX6U7F0von1+SCF1GeMrZ0HSmHpnmKtwya5sWk5etT+ZSQnm/4vdsw++MB8GPdcmT1b+n35mWdq6k1IzZisqmKCex8nh7YZGUxv9NwGDdyMxwb38fHxiJewY3v16oVevXrZvZ4PhE5WMC3ijBkzBmPsaX3EHdSrJxxQffttTWXTn38WL+srxJlvsUKf27g3KykBiSuDFu6DhT1H+O2uy7G/2G1iWwdgy+DLsUyx/6XMI7XeAwAsXGh/uVpAvAdM/jJFrmVJuMWkuPUhAOufgrnBlTPbR6agvHazlAOtlOnTrU/jrOeG3Bk2thBqmIDlyi9szuorh9uLti2kvmhK5ewGAP76S7jTS0C4QzQ34nCFWuKhpFz0w4bZFiza0uShvYGIvTfM/HzgySdNhwk9VPhBqVCnRmpkS30EoWCWv///85+av4U+1fJZulFu2GB9fiH8Yjn2kCNg5ra/b0+za1J5akYDcQx7jooFIUpyNACS0tOqO7JUD0zoWeWsF3PuV0Vbika6GptO7jNZSmtHjvZcbE1qak2a3LU4pgiPzbn3ZJMnTzZW+GUNGjQIg9i21ZVm79u1LTkllppks0d1teUA39ndVivF1huM2PTc4liW2oEGmCI9/GH8lnBs+cQPmOZo85dty9cjLlu/BgjtG1t77RTCfel15wcsIUqwdA8TaoHKExQWMs8joXvQ00+bD5PSIIKjXF0cyBaTJjF9LDgqK8s880mOe7gHkiW4N7j5G4y7mT9/vqROrGRnz3Fy1rGdMcO26a01TbZmjXwtGyhddlYJ3Bc6/jF/552atoPFbpQ7dji2/tWrxdfvbGLnlMFg3imUo5QsKkCIqy1ZonQKxDnzPlNYyHyxs9b+uyu4caVPI7lePIQqtfObcLbWR4MQD4wJHC6WExQUhBdffFGOtBB35C4ntbUblD2BPbflHS4p5UQ9ldQHWqdOpv+znz/ZNpzVhN/aCPsCc+aMayuyuouPPlI6BaQ2UWvmoD09vTqDnME9vyEGdyLW8SP/OFjqwIuPPTdff938PLW3FScXcTi4r1u3LgZKbQaLKMuem6iUTnhcwRm5D9w28LlcVTGN23uuvZzV5f3//mf6P7v/nVlmnKXUw55dL1uMJjpamXQozZ1zW4n6KH29q52cz87ycucUc5HjWIgVvZVj+/ktyQHObRxBBlShlhClCHWHbSux3Aq5sWVH7fmkaSu5ckRsvanXloc9Ie7k0iWlU+A8nlAkxlZ//KF0Cmxja/0vMR72fJCtQm1eXh6uXbuGZs2aIYjzBnXjxg388MMPuHz5Mho3boynn34aUVFRcq2W2MLDTk7V+/VXx5chlKNgib3nANvxjLM7CwOA5cudvw4u/gP4s89s75GYEKXY25oUUQ+2nxMhcldKPnRI3uVxudvL0DvvKJ0Cu8kW3P/yyy/YvHkzvvzyS2Nwr9fr8dZbb6GgoAAGgwFXrlzBiRMn8Nlnn5l0NEVc5KmnlE6B41zxguJJL0Guqh9gSzlFT8Ued2737YQQdfKk+7w1LVuKj7t8Wd51OWO/ufux+OknpVNgM9mK5Zw4cQItWrRAs2bNjMN27tyJ/Px89OrVC4sXL8bYsWNRXl6OdWIVGYnzyN30pKsJvdFzW1iR03ffOWe5SvCwtnkVRfuGEOvcsbMs4jrOaFKT7r2yky3nPicnx6y4zeHDh+Ht7Y1x48YhMDAQjz32GFJSUnCC26Z2LaRIO/f16jlv2a7gbp/rPIUjPb9asmVLTU/G7srWDnDoAUOIdSNGKJ0CedD1bh852qMXc/2685YtNzc/f2QL7ktKSuDHaSapqqoKp0+fRuvWrREYGGgc3rx5cxxyZpktD6BYO/eejIJ7eTz8sDzL+e039w/u33rLtund/GZNCPEw9NyyzZEjSqdANWTL1gsODsZVTq3kkydPorS0FO3atTOZrqqqCj4+1DEuIYqQkjMyerT1aTy9mBeXJ+UWEUKI2nhixsrrryudAotkC+6joqJw6dIlbNiwAZcuXUJycjK8vLzQtWtXk+muXLmCRo0aybVaUttQTojzSQl23aWDFjmMHMn89sQHDCGuppbrxBXbocZO/4hHkC0L/cknn8SBAwew9N/yWAaDAe3atUM0pyOYW7du4cqVK+jXr59cqyW1jVoeLJ6Om3NfXa1cOuRE5xYhRE5XriidAs9A917ZyRbct2zZEh999BE2bdqEO3fuoHXr1khISDCZ5ujRo2jVqhW6desm12pJbUM3AffADe7Ly5VLh5zo3CLEul27lE6BPNi+O4jy6Iu87GQt/N6mTRu89tprouMHDhyIgQMHyrlKUluwrb7QTcA9UM49IcST5eUpnQJCnMZJ7eQRIjM2qKcAzD1UVtb8TceEEOJpbt9WOgWE9c8/SqdAdSi4J4TYjpvrpZbgXi3bQQixjiq7ug81tb7mJqhNSgUo0omVWqilWE5VldIpcAy3ophaPm9TcE9I7aGW4oSECKDgXgHUiZUdtm9nfqslAFPLdgDA2LFKp0AeajomhBBCai0qlkM8i1oCMLVsB6Ce1nLUgNORICGyUtM9C1Df9hDC4XDOfXZ2NhYsWIA5c+bIkR7J0tPTMXXqVMFx8+bNQ1RUFADg8uXL+PHHH3Hu3Dnk5eXBz88P4eHhSEhIMOtgKyMjAykpKTh+/DiysrJQv359REZGYtSoUWjWrJnJtBUVFVi5ciVSU1NRVFSEiIgIjBw5Eh07dnTOBhNGVpbSKSCs6mqmFSNPL2LEUsPDPjcXaN5c6VQQNTIY1FMsEqBiOUTVHA7uy8rKcOLECTnSYpchQ4bgnnvuMRkWGhpq/Ds7OxslJSXo27cvgoODUVZWhgMHDmDWrFl4+eWXMWDAAOO0a9euxalTp6DT6RAREYH8/Hxs3rwZkyZNwscff4yWLVsap12wYAH279+P+Ph4hIWFYdeuXZg5cybmzJmDmJgY5294bfXOO0qngLDKy4E6dYCyMqVTIg81BPeEEGnoeicq5vFl7mNiYqDT6UTHd+nSBV26dDEZNmjQILz22mtYv369SXA/dOhQvPHGG/D19TUO69mzJyZMmIBffvkFr7/+OgAmh3/v3r1ISkoydtTVp08fTJgwAcuXL8e8efPk3ESiRmp4sJSVMcH9oUNKp0QeajgmhDgLXR/up6QE8PdXOhXEDamizL1er0eVDUUDvL29ERISgmJe80vR0dEmgT0AhIWFITw8HFc4rYPs378fGo3G5MVAq9WiX79+OH36NLKzs+3cEkI8SGmp0imQlxqCFzVsA3FPaju31LA9arsHE9l4fM79woULUVJSAo1Gg5iYGCQlJZkV0wGA0tJSlJWVQa/X4+DBgzhy5Ah69uxpdfkGgwH5+fkIDw83Drtw4QKaNWtm1uJN27ZtAQAXL15E48aNHdwyompqeLBkZwNNmyqdCkIIsZ0a7sGEiPDY4N7Hxwc9evRAly5d0KBBA2RmZmLdunWYMmUK5s6di9atW5tM/91332Hr1q0AAI1Gg+7du+OFF16wup7du3cjJycHI0aMMA7Lzc1FUFCQ2bTssJycHIvL1Ov1VtcLAL6+vmZfEohKqOHBMns28NNPQEAAIPGcdmslJUqnwHFqOK+Ie/ryS2DiRKVTIR+6VoiKeWxwHx0djejoaOP/cXFx0Ol0eOWVV7BixQrMnDnTZPr4+HjodDrk5uZi3759qK6uRkVFhcV1XLlyBYsXL0ZUVBT69OljHF5eXi4YdGu1WuN4S5KSkqxuHwAkJiZi+PDhkqYlxOWeeIL53bw5kJGhbFrksG+f0ikgnuyFF4DFi5VOhfP8/bfSKZAXBfdExTw2uBcSFhaGbt264cCBA6iqqoK3t7dxXIsWLdCiRQsATOXXd999F7NmzcInn3wCL4HmvfLy8vDee+8hICAAU6ZMMVmWVqsVfDFgg3o2yBezbNkySZ1YUa69iqnpwaKWbVHDdqhhGwhxBTVcK2pqmpTISpYKtQY3ukhCQkJQWVmJMivN8+l0Opw9exbXrl0zG1dcXIwZM2aguLgYM2fORKNGjUzGBwcHIy8vz2w+dhh/er6AgABJPxTcq5gbXTN2Y7dBDduiFnQs3JNamotVE7pWiIo5HNwHBQXhxRdflCMtsrh58ya0Wi3q1KljcTo2l51f/r28vByzZs3CtWvXMH36dJOKtKxWrVrh2rVrZvOeOXPGOJ4Q1WM7gTl3Ttl0yEUNuWAUsCjH0vmjhl6c1dbpE10rRMUcDu7r1q2LgQMHypEWmxQUFJgNu3jxItLS0tCxY0doNMym5efnm01XWVmJlJQUaLVaY1EdAKiqqsLcuXNx+vRpTJkyxdjLLZ9Op0N1dbWxgi7A9Fi7c+dOREZGUks5xDo1PFjUsA2EyIWuB89Cx8t9WCnKTGznsWXu586dC61Wi6ioKDRs2BCZmZnYtm0b/Pz8MHr0aON0ixYtgl6vR2xsLIKDg5Gfn4/du3fj6tWrGDt2LPw5HUAsXboUBw8eRNeuXVFYWIjU1FSTdfbu3RsAEBkZCZ1OhxUrVqCgoAChoaFISUlBVlYWJqqpNQHiPGp4sKhhG9RGbbmrxH3Q9U6chc4t2cke3N+5cwe7d+9GRkYG7ty5gw4dOuCJf1vVuHz5Mm7evIkOHTpYLTZjTVxcHPbs2YMNGzZAr9cjMDAQ3bt3R2JiIsLCwozT9ezZEzt27MCWLVtQWFgIf39/tGnTBs8++yzi4uJMlnnhwgUAQFpaGtLS0szWyQb3ADB58mQkJycjNTUVRUVFiIiIwPTp0xEbG+vQdhHiMeiG7H7omBBnuX5d6RTIi16E3QcdC9nJGtz/8ccf+Pzzz1FaWgqDwQAvLy+TyqU5OTl4//33MWnSJJNA2R7x8fGIj4+3Ol2vXr3Qq1cvScv84IMPJK9fq9VizJgxGDNmjOR5CDFSQxBGN2T3o4bzylOpfd//8YfSKZCX2o+XJ6FniexkC+5Pnz6Njz/+GAEBARgzZgzuvfdevP766ybTdOjQAQEBAfjzzz8dDu492eTJk411AliDBg3CoEGDFEoRcTk1PFjUsA1cnH4zPJbajolaUGVtQsTxSlEQx8kW3P/888/w8vLCe++9hzZt2ghO4+3tjdatW+Py5ctyrdYjzZ8/X1I794S4NbU97OvVUzoFjqMcMOIsarveifsYN07pFKiOLO3cA0zOfVRUlGhgzwoKChJsI56QWkUND0oKJAmpERmpdAqILdTwNUUN2wCo43noZmQL7svKyhAYGGh1uqKiIrlWSYhnunpVHTczNWyD2tAxUc5rrymdAudS27mltu3xZB99pHQKVEe24L5Ro0bIzMy0OI3BYMDly5fRtGlTuVZLiOcpLFQ6BfKgh6P7oa8pxFnoeifOopaOEN2IbMF9p06dcO3aNezdu1d0mu3bt+P27dvo0qWLXKslxDOp4UFJgaT7UcN5pUZqOC50vRPiMWSrUPvkk09iz549+PTTT3HhwgV069YNAFBaWorz58/jzz//xK+//orAwEA89thjcq2WEM+khoe9GrZBbeiYECJN8+ZKp4AQp5EtuA8JCcF///tffPDBB/j111+xbt06eHl54cCBAzhw4AAMBgMCAwMxbdo0NGzYUK7VEuJ5vLzUEYSpYRu4srOVToHj1HZM1EINx0UN28Clka3gAiFuR9ZOrKKiovDVV19hx44dOHbsGG7dugWDwYCQkBDcd999GDBgAOrWrSvnKgkhSlHbZ/q1a5VOgePUFoAR90HnFiEeQ9bgHgACAgLw2GOPUdEbC6gTK6KKB6UatkFt6Ji4JzUcFzVsA5fatocQDtmDe2IddWJFVPFgUcM2cKlhe86dA/r0UToVhKu8XOkUELVSwz2LOIXdhc4KCwtRWlrq0MpLS0tRqJZmAQmpbdRWLEcNfH2VTgHhKyvznCCsNhWb9ZRjIoefflI6BcTF7A7uR44ciSVLlji08sWLF2PkyJEOLYMQj6SGBwt/G4KDTf8/c8Z1aZGDGo5Jo0ZKp4AIuXGD+e3uvdgq+cLeuLFy61a7Vq2UTgFxMbuDe4PBAIMaHoaEKMGdrx2pXZrzt6F1a9P/27aVJz2u8vXXyqz3xRflW5ZcAdKQIfIshzC2b2d+u/N1DwCVlcqtu0UL167P3Y+FFFK3Qeo93Z0MH650CjyaQ2XuT548iYULFzo0PyG1jjNutNevA2Fh8izryy+lBZxqK5aj1yuzXjnPBz8/eZbjicGAu/Ly8pziUkpe02+/DTz1lOvWl58vbbomTYCsLKcmxek88UXGE9PsRhwK7m/cuIEb7OdGO3nRQ4TURnLfuEJD5VvW889LC+7p5itN9+7An38qnQqiJG9v5re7XzNvvgl8+KEy63YkFujSBTh82LZ5du2yf32EuDm7g/s5c+bImQ5CrFPyk7Hc3PUhzy9aYwl/G+TI9WvRArhyxfHl1Fbuel7Vdj4e0jDdvz3LK8Lec3f0aOCff+RNC5c7X1P2FsuJjQVOnJAvHY0bq6MTQBWx+47Trl07OdNRq1A793bylE/b1rjqa1V0NHDqlPj41FSgd2/TYcnJ0tPnjE/4Wq38y1SaPcFBo0ZATo78aZGKvqjKy1P2pzsHsmLU8lxwlnnznL+Opk3lD+498Vx0Ix6SnaAu1M49kXzjshagW9K+veV5H3rItuX5+THN+rEcvfmOHg18/73pME+5oUs5LvXrA0uXAufPA3/9Zdvyb9+2LyD0lP1XW7n78XH39AHAAw8Af/zhuvXZeh2GhgJ5eUCDBu5RVr9PH6a1nDlzgHfeUTo1xEXsbi2HEIc9+KDSKbDdRx9Jn5bfNCSX1IeoIw9bOXPBe/UCUlJMh/HTZutDcMQIx9KkJClfLe7cAZ58Erj7btuW7UixJE8IzmojKcdlzBjxca4qB1+njnOX36aN48tg6y8o7f/+T3i4lxcwdSqgcXJ4pdFIO68MBiAoiEnT2bPyp4EvPLzm75deknd9RDKPzblPT0/H1KlTBcfNmzcPUVFRAIDLly/jxx9/xLlz55CXlwc/Pz+Eh4cjISEBXbt2NZu3oqICK1euRGpqKoqKihAREYGRI0eiY8eOdk1HLJArEPH1BSoq5FmWNVIffqNGAVu2ODct1jRvLm26F18EvvrK8jT33w906GA6zNHgXojYMlq2BC5fdnz5cmG3XaNxvHgSf5ulHjeAyYlzRv0nTylG4o4WLQJefpnJub1zhxnGni+9ejG9CAsJDBRf5ltvAVOmyJtOW9Mgh0aNxLdfKlefm2LPqfvuszyftZeQ5s2Bq1dNh505U9MXwvTpwHvv2Z4uVqtWwMWLpsPkbm70/vuBgwdN08IN+OvVs3/Z1rbPnkrUtYjH59wPGTIEkydPNvkJ5bQckp2djZKSEvTt2xfPPfccnn76aQDArFmzsHXrVrPlLViwAOvXr8eDDz6I8ePHQ6PRYObMmfiHV2FH6nSqkpBgfRpbinq4cy6jo7kuAQGWt8/ZOff8rwaWmsmcNEl4fc88U/P37Nnm8/GDWmcez99/d96ypeIWIWK3XUpg7cxghH9cLB2DL790XjpIDTa38t8MJgA158B334nP5+h50quXY/MDtl3DmZmm///9t/V5nHEtKPUiKha8s/vQ379mWFqa+XR33WU+TErfIFK/BE6YYD5Mrq8JH3xg+j/3JcXZXyxYlAFhkccH9zExMejdu7fJTyAn96FLly6YOXMmEhMT8cgjjyA+Ph5z5sxBq1atsH79epNlZWRkYO/evXjmmWcwZswYDBgwAHPmzEGTJk2wfPlym6dTHSk3/ogI0/9DQhxfr6W3/759nXMzOXbM9P+8POa3XDcUqecJf58HBUmbj1sZMyqKyU0UWz53Hdy/2WNZrx7zxYJ9mLEBii3BfWyspGSL4gZKrtCsmfkw7lcb/raK7V+haaXiVlD79lv7lgHYXiwIoAeno/bsqTknrHX2xnL0PubqiqX83pDbt6/5UiFGjgwAufrzsERKkM1/1nEZDEyDBSxbrqeqKsvj2Weqn5/l/cl9uWDJdY6wX5HY7eJ+8XHVvSMmxjXr8VAeH9wDgF6vR5W1C4LD29sbISEhKC4uNhm+f/9+aDQaDBgwwDhMq9WiX79+OH36NLL/fdhKnU512BvJhQvi0wwZYtq75csvW1+eNZYeer/84pwymC1bmv7fsCHz25Ybl6Vpk5OlLUOOh6G9xUb462aDW7ZsMP+aE0urWGAeHCztBn3woHMfGEI5nkLbwh02Ywbzm02XXGVL166t+Zv7Ymypc6rNm2v+Fkp3XJznNMWoFr16McUGWNzjwhZLadDAdB5Hz3FXv5AJra9+ffuXJ+Ve9+yz5hkjjm63UCVT7jNFLF0CxXpN2NtbtNSXvP/8R3zc88/XpFso/fx9JlZcp27dmr/55yt32dz5ufcaTowk6J57xMcJpZtbj2zwYMvLruU8PrhfuHAhhg0bhoSEBEydOhVnRSqMlJaWoqCgADdu3MD69etx5MgRdOCVIb5w4QKaNWtm1pJN23/f4i/+W35N6nQeydEKVfffLx6w9e1r+r87d50ttk62uAu3rN9zzwlPy98+9mbv5WV928VyjpzRgoq9+1dqcM9vbpPVubNpW8ti80s9T/gViKV2sGfPC1SnTsxvuesZSFlenz6m/1trQpe/TGtBCZHXvn2mL21inFWc4ZNPpE/r7rmh9evL/4WCf30EB5sGsq+9Zvvy2B+xdYgNs4WPD/DrrzVflbnCwy3f1554wvR/sWm5X7Dvv5/5OmMNt0NFsXs/W7F6927x5bhzsV0PINvdxJaeav+ytVk4AT4+PujRowfGjx+PadOmYeTIkbh06RKmTJmC8+fPm03/3XffYeTIkXjuueewbNkydO/eHS+88ILJNLm5uQgSKPbADsv5t6iD1OnE6PV6ST8VrqokyrVvn/i4Hj2Y37bclCw9sOTIuZfL8eOm/4tto1ATpl9/bT6Mnf/IkZphYjl5//2v+fyOFmPhsraf7b2J8r8IiO0zRx9i9j7Mhcq0SuXlZZ5DyH05ZfeZ2LZxK8U+9pjldVnL3eKz1MoQ91iyX83s2f9ULEc+338PCNTvMuPofU7smPGvb0sBGvuF0l05o28Nvps3TYvZibWKAwAlJeLjuMfTGdfT338zOfRi8ZSlL9qjR0tbB791I7FWm2zNoGCnESpixf9qzvXoo9aXbYnUYq0qINu32ldffRXPPfccHn74YdFpysrKsGTJEuzcuRMbNmxwaH3R0dGIjo42/h8XFwedTodXXnkFK1aswMyZM02mj4+Ph06nQ25uLvbt24fq6mqz4Lm8vBy+AoGE9t8cwfLycpumE5OUlCRhC4HExEQMHz5c0rSysZRjLeXGz5+fW+6PP4770GnbFsjIYP5OTAR+/NH6upxJrk/knToxvT7+9ZfpMrnbzr4wsO2+P/pozfinngLef9+xdPHL1Vublv+32CdbuXJWEhKYHCghWVny1NuwFXfbvL2ZrxTcdFj65A2YfpLnf1Hw968JCkpKbP9aZq0DwaIi5vcXXzBBikbDPKSDgoDSUmkVL6k9bPkI5dqPGAGsXGk6jA0GmzYFbt2ybR3dukm/N7RoYZ6ZIaf27cWXz09jeLh5xVx7iF2H994LfPop8Mgj0uf19WW+KrIs7VdL16614+HlxXz1XbLE8nRiuBlHQsu25UVN6rkzcGDN30OHmn4d9fFhepEXWpYtrYo99ZR45ewRIwBeXUmb2Ptcv/tuy8WR3ZBsWaIGgwGff/45PvjgAxQWFpqNz8jIwKuvvoodO3aYtGYjp7CwMHTr1g3Hjx83K4PfokUL3HfffejTpw/++9//oqSkBLNmzYKBc2FrtVrB3HI2WGeDd6nTiVm2bBlWr15t9eepp56ybQfIQehm9f779ucqcYN7tigDG5xw39otVTDlr5v/6diWz85Scdc5dKjt8z/5ZE3rKn/+KW0etqLq9Ok1wyyVtW7VSnh4v36m/3NvqkJBG3cdQg/Jo0fF08AlVvGZe0MVaj5u7VrzzqxYQUGOv2hZerBLUVlpPsxacG8Jd3v415uUnCVrrTDxyz1rNEywNWwYc6y56xdrU5+9VonjhOqDCdW5cdYXSv75ItdLudh1OW2a5fm4mQXctDRpYn86xLapUSOgf3/7liuGX7xUjJRiObzSAzYv1xJL9yh+HRxbctvFxrH3jHvvNR/PzyCSsj57ipNu3878Fmum1N5niUBpEHcn291kwYIFuPvuu/Hnn39i4sSJOPZvWS2DwYDVq1fjrbfewvXr19G/f38sWLBArtWaCQkJQWVlJcq4PWkK0Ol0OHv2LK5du2YcFhwcjDyB8mvssEb/tg4gdToxAQEBkn6Evg44nVBRhgcfBN580/xiEwsM2Ato9GjmTXv8eCYXge0Aau9e5veQITU5tt2718w/cqRpsQb+Q49/07TnBimWZqH/ubmwlm4OJ04wLSTs2MHkjvIr/Ijl3AuRUizHUuDPZTAwOXv8NLAiIgBe5XKTacVyp/jbwC8Lzl0OO63Yg5/b7KZQGrhs7d3ZWhv+QgwGJsddbB+zL0z2PCwsBXFiTclKCchatRKerndvJjeSTSs3zdwKc19/bVoHgrgWW4yCve/b2lCAtaYZrfnsM9vWJ8ba+oQ6L3z9dWmdGkqpHCp1nL127jQfxs3YECqyZ09772JfTLkNVrDr49ejEWoGkxUezmSscWMY/pdKKQwG07oJEycyv4UCa34sY6loGL++gi3YOnEjRzK/Q0JMi1ix28avHMzPEFMB2YL7Zs2a4eOPP8aTTz6J3Nxc/Pe//8XixYvx1ltvYeXKlahXrx6mTZuGCRMmoI4Te8G7efMmtFqt1XWwuex6vd44rFWrVrh27ZrJMAA4c+aMcbwt07k1WypO9eghXO7QWmc7HTsyOZEtW9YEiAkJprn57dszHbSw3n2XyWnhNjNmKfB2FnYdcXHS52nVignOHn7Yeusk3JspN+g6eZL5JCyU+8GdFjB/GLLF1PgPwOpqppKTpbKMQgFz3brirV+kp1tOm9hwg4EJbsWuTylf9VassD4Nl73X41NP1bzA8st6igUwbO6jpQBHKLiXo4MuoeCouNi8fG2nTjUPPzadixY5/oWDOIa9Tti6TbYKCwM4mVU2e+UV5veePfYvwxqx68JSfxHcXsHZ+fnBmdhy+RVHnUXoyyP3vsdvFSY62vpzbOBA4SZw+/c3z0jhtqNfVma51aLLl5l7kFixHbFKsEJ8fYGFC5nMLEt1gfiZVZaKWjZuzDQS0K8f89XUlniR3afscffyMm3JjH0GrlvH/B41ivkt5QXY1orVCpP1O6C3tzeeeeYZvP/++/D398fvv/+OM2fO4L777sPnn38u2COsvQoKCsyGXbx4EWlpaejYsSM0/z5A8/PzzaarrKxESkoKtFotWnDejnU6Haqrq006t6qoqMDOnTsRGRmJxv/m4Eqdzq0JtYELyFPWnF2G0AWzdq1pbmjr1qaVdO65hwmMLeUkWCrWYAtLvQl7eUnv3lsqNq38z8jcv6Ojme1/+mnhQJfbCc7ixcxv9rriNzkpdBysHV/utAMGmLc4U1oqPK0l/HW2bw+MHSs87Q8/WF/eE08wuUNydaUulhvo41Pz1ea335jfb7/N/BbLuWfLStsa3EtN4/vviy9bqHiC0EvbokWm+zkoiHkAtmxJFWkdZc9XIhZ7Xnh51Xxp4+vZU3x+g0G4giK/5S1r160cnWE5gh8IvvFGzd9s2i2VN2cNG1aTm2xJfHzNvYSfK24P/jUkVIzHWoV8S+6/H9i1S3y8lWLBZvhB/sCB0jL/2LRPnCjcySGrRw/TThXr1KnJiBIyfDizzOeeY579lio0C3nmmZp9wP+K4OXFtNHPFiGypejPuHG2pUNhsjd+XFxcjC1btpjkal++fBkXL15ER0vBlI3mzp0LrVaLqKgoNGzYEJmZmdi2bRv8/PwwmpNTtWjRIuj1esTGxiI4OBj5+fnYvXs3rl69irFjx8KfE+RGRkZCp9NhxYoVKCgoQGhoKFJSUpCVlYWJnJuE1OncmpxdN48dWxN0OiM46NkT+Pnnmv+562BfFN59l+lAZeFC6cs9elQ8vRoNU1bWlpx7a5YuldYkniXx8Uyu/smTNcN++YX5zb9RJSQw+42tvGnri4qXl2mxDaBmf0tpzpO7HJbBYPkckVoU7X//szxeqBMqW1gKoLnjHSmWI/R535q332ba/ZdTbm7N3xTcO8aRIoLcTIw//xT++vf665ZbNBMi9hVx1y7p5ceFOKuOQHq66XnIXQ973QnVTblzR7gtdiHcFxg/v5pWYXgNcQCoSQvbMIKQ5s2Zojf8xjRiY4UrwLP3QWcWKWK/xEm5Tz/5JFPxmNWiBfDPP/alx8uLqTf23nvC49etYzKOXn1VeLyUFvZu3675wqTXm2ZifP99TT2puXPN08btXdfafdzPzzRDy4PIenWmp6fjlVdewb59+9CqVSt89tlnePLJJ1FQUIAZM2bgm2++ka15x7i4ONy5cwcbNmzAV199hT/++APdu3fH/PnzTXLje/bsCY1Ggy1btuCrr77C+vXrERISgmnTpmGoQEXJyZMnIz4+HqmpqViyZAkqKysxffp0xPJyE6RO57bk6uXvgQdq/h48WHi5deua92Zoi6efNv3fy8s02AeYG4k9dTnCw2uWyV+H0N9duwJffim8LGs3Ue6DR6xYjiO49RYApnjP2LE1Afr8+UxREzGtWpnmsFgilFbuNok9ZG2tiGrvPmE/k0sJtmxZh5cXc86wOffclx9uqxdCy2QrfjsaFIntu5SUmhc94v58fU3vJVLLOguVp+afE9wcS7HzzdFK01ot02ykrYTqHkm9JiyVubdUFIXfc64tL0jsF9zNm8W/LHbtChQWWm4ak/9VwJavqADT7KUtpN7LAeDFF03/5x6P339nftsS3HPrUAUGCtc5EChVYbZuFv8Flft1QqgUAju9UM59LSFbzv3y5cuxfv16GAwGJCQkYOTIkfDx8UFERAQ6d+6M+fPnY/PmzTh+/Dhef/11RFjqulmC+Ph4xMfHW52uV69e6GXDZ0atVosxY8ZgDNsLp4PTuY3+/WtqkttLKAjdt6+miEXTpsLzvfyyY5+0+EGrlxcTpIoV7bDFyJGmTU1y18GXnc2UFXzxRWmfhcVotY4V9xG7Qf3f/zE3M+4D5rXXajrZYsshFhYKPwhtberLYADEXtbFmj2trrYt199RjhSTEBIUxBSXio1lHvbc7Rw/vuZvoS8QbGV1oevI1ge9kMuXbX/B5S+3Fj38FGfvvhcrK82dPy6Oebn/7jvm3p+ZWZORISexe74lzmi9x9oypPacy92He/eaBoeNGtXUVeGaMqXmb0svKevXA1u2MEH+f/7DFJeS0lwmq08f4T5VhL42SBUayjwvLKXD1n44+NasYV5c+RW2AwOFpxdqQMNaReqnnwZ++snydnzzjXimppT6Yh52b5Qt5/7XX39FUFAQZs+ejWeffRY+nDetmJgYfP7553jwwQdx+fJlvP7663KtlkjFb/VD7EQVavaPNWJETUs3XNaaMPP1NX9znzPHck+Z3PTxl8+OE6psZOuDQmrxC8C0EhA7PiHB9nWLBfdy3Dz69zftNMnPzzwHR6y+BZ+l7WFvuN98YzrM1cSaPJP6MAdsO2cmTWJ6VfT3F+8ZdvRo8+vt889r/tZomEBcSusggPTKvHLwsAeYaixaZNrJnRipL8YGQ8390dvbtOUVtjlcdjkO9jkDwPSrFT993ICYPb+4AbEt+Pey++8XP2ftuU648/TsKe0+wi3mATABJDdw5X6dYFtQGziQ2S+2tIgn9pzlVqa1FVtJlLvd/Fbe7MFvkcueSrEsg8G0d/dFi8zrErH94lg65t26iXeCFRrKlPXnmjWLWR+3bX8uOTIXnUi24P6BBx7A559/jnYiHawEBARg8uTJ+L//+z/4SW3CT6UmT56Ml156yeTnN7bCntIsNSEaEMDc8PgX3+zZwp94LV1oU6darlTDpWRrOWLuu49p+5Zbhl7Kw2T8eNPpxHIvnEnO/Sf2GVqsGJatbRdz/w8NNc995DcXN3Uq84XF0otjRIT4Ddsab2/rDyqh/TthgmmOfXi49GIYv/3mui8d9rY1TmzHL+4n5bnIPw8eesj29fJb4pLSSZy1lpQsNSLBLcoipaw5wBT35DeXGB5u/kKclsaUd2/d2nS4LW3b8yscO2rfvpreoa2JimLuV2ISEmpadHGVtm2l3W+aNxduMc/Wr5D82EHo6wf3Jeill2xvJtZaur791rxTOTZDcssW4XnY1qXclGzFcv5PYo3mBx54wKRn2dpo/vz5CLC1rW65iZ3o/JwRoV7lWrQALl2q+d/b27RMnLODbzmXz69QExQE/Pe/1ufTaJhe62xlTws2Sjh/3rQ5Uj6hHEQ2OOnXz7Tsd0RETSVgaxVqLWnZUryJUJalJvVs4Yw6AZbKFzdsyFRqc6Xt282LeNSi7tkVJ7V4Cr9+Ede8eUzutRzrt8TRe9RPP9XUnRJrKYyreXOmd2quL76oKSLCTQ/3K0DfvpZbkhEi9UumVPyXf6F9xz4vvbxqXq74xU8NBub6XLiQeUFyxnOiWzfTpiIt4a9frPEKW9MZE2PaUaKUCrVyGDy4JrNIrNK5Oz6bJXJSdXfLrHXyRFxA7CLht44idHJ7eZm3mR4cLL2lAmezVEaQ26waYF4GLyxMvBa/JdHRtn1ilfMm5Ywb0N13W77JCq2TreTk62t6LkyaxJS7BKxXqLW2XyyNZ1u8EPLFF5aX60pC+7V+/Zp9JERKQGSrfv3sywEj8hOqZMoOs6encmtF6qROa21eoeGPPMJ05sc1bJi05diD+yWArWz8+OPiRTCsLcvZbt8WLoJ14IDw9OwLt71ps3R8e/YUzhARe+5zaTTC9zKxLzNsBVpbv97awpZ5N20Szyz6txNWE/yv7Nb6slGYe6eOeI61a2sCBblvkEI3FUsaNmQuPKH6A/xP0BMmMG3qOppmbtOUUsgZrNnTxKUcpKyXm4v15ZeATsdU+pQrZ5w7/u+/LU+r1QJnzjCVC7OyalqBEOJIE4GPPmr5U7s9reVotfb1ckk8l7X6QFKmtWf5Qmw5Zxs2tFxcyMuLuUa4fXbwPfYYU/E/JaVmmC3plaPXcmexJ3PzhReYPmAmTZI9OaL4rQlKLWoECBddFCuCaq1iub3PR3vmW7eOKX4cE2P+gsrPCLT2FVlhsgX3J2zsttxjmoxUK0tB0/LlwLPP2rY8oWJGUnobtYe1gG/ZMqZsJr95L0D4RrJlS00RG2e13WwtHdbs3l3zwPTyEm61wZWkVuzjlskXOh72rFdIs2aWc1K0WuZrQkQE82OpnfyePYHkZPvTKJbTyqbdnv4+hg2jHmTVztGXbinzz55tWys9//0v0xqLXBkC7HJ0OiZg5VbI52KL8LAtfbmKq+q22Ipt9YvbFr0U0dGONUPNJbWibePGzLNfrHEOuXLubT0npXTuxX2hceYXBheQLbifOnUqvGzY2A1y1NAn7un++4E33zRvn94WL7wA/PGH8Dhr51mdOtIqp7G4lSulfI6Um63LNxhsa8PYGfhpfvPNmr+d0cyno9M/+yzzqV7KMmxJQ5MmQGSk9OkBpkk8W/n41Hx1Etq/mzbJ07smUYbB4JzAkt+RkFAFSEvrnTGDqdxqTx8iQpSua6TTAfv3u3699rDnfOBnoNj6RVlMQYG06T79tOZ5KrXIn9Qv8/v2CXcIJkVxsXAGpIcH8JbIFtz37t1bMLg3GAy4ffs2zp8/D71ej7i4ONTll+smrsc/VkI3PXtvDPHxzI+tzpypefiMGMEELIWF5tNJueB8fMSL5ljiqovZ1ht3TIztuTZinFEs5+WXmV41pa7fngfXE0+Ifw2ytk2+vtJaBQFsa8Goc2fg9Gnp08tBaN/J0XwdcS+rV4tXsg4NBW7cqPm/aVPTytDsOfLuu6bz2XPtP/ywbT1/S/XKK0Bion3z2rMdQUHMC7CnBPf2YDvKc1Tv3qbBObcOVU6O+HxSig2JBf3ss1osg43bYaaQNWvEM1rsacDEXb/iSCRbcP8a216qiKKiInz++ee4fPkyPv74Y7lWS+QyaZL5Tc/VrRrxmyT76iv7L7Cnn2YeSvxyctaWxy9n6OwLnF2+UHNs/Db22RvnlCnO6ZDGFkI34KefZlr2kKO7bqFO1/iVocXSYSv+Mf7pJ8eXKaRlS9vL8lsq52rPCzRxf+w5/fjjpmXOufiV99eskV6kkN9il5RryJa6L5Zwr7XgYPm/QDqaEyt35k5kpPDXEmeYMUNa0RMphO61LEeO2Y0b5s2msh0h7t7N/Lb3GNjT2lhsrOWefynn3rp69erhtddew3PPPYfvv/8eL9tSOUNlJk+eDA3vRjxo0CAMEusURw6bNpn+r0Tb8bYSa5ZPSlp9fe0r889vjkxuS5YwNxP+5+kzZ4SnF9pWpcvbs+x98enYkakcZsnzz9vWozK/NQ5rLHVO46xmanv0AHbutG0eoVZ+5Ox8iLgHoetco2FyUPnuvZfprXT58pphUoshCn01k3Id2/t8cPRrI785TGeTOzOH2ySwLZYts733XylNOCuN7aWbS69nftvysimXjh2BxYulT3/unOVW2dyIS1vLqVOnDtq2bYu0tLRaHdy7RTv33Dd8W5pwdAfOuvhHjhRuu17u9R096vGf/OwuWgMId6EuZOlSaekYOBCw9Wugh9ygSS1k7bpKTGR+uMG9lGVMm2baYZCc7dyLjecXcbP1Xmqpcyxb0gF41j3X1gYt1IDteEyopR0ljp3QOlu3Zr7GeECDMC5v576kpARFRUWuXi1hsS2KsO0BA0BGhnvm3ItxJK2WbhI//GA9R1kOQh2DeRo2uD93znnrSEqSNp0nPbQJUcqsWUzdHT4pxXnsCe6vXJE3SOVe5/Xr21fJ15Oec650113AW28pnQrbuOJYinVApnSxWAlcGtynpaXhn3/+QRi/HDRxPf5nXO6NU6uVv9c+Obn6Bi138MgtlrNpk+VWhdw5cD13zrZPmrZw5+1WGu0bIoe6dZniPXFxTN8PXGwuqhSXLwt3HNi8ufPu1T4+tnc2eN995nWw7MXtoV0N6tcHPvxQ6VQIE+vVvF49y8Ur5VivLcPdjGzFchZaqE1fUlKC69ev4/LlyzAYDHhcrEk64h6eeoqpjOqubH1grFljXy+PABN8C30mdBSbe9+rl/g0znyJcbQDDrZ/AGdx5Q30jz+AW7dctz5CACaDhZtr3qWLeQ/hUvCLCMTFWZ6eva8EBAC7djF/t2hhOs3w4aZ1Xizdi1yRi3nXXUznWNZYum+wnRLJUWeJ30M7cb0+fZxfJ0NKj8xuSrbgfhd7k7CgcePGSExMRJ8+feRaLbFVRIRwUQruyerjY3tZR1ey9cJKSGCaCHv9dduDRqEKQHJQ+u3/n3+UXb9cHL3JDhgAbN0K5ObKkx5CpDp7lml55PJl5r7s52e5Qv+JE0yZXy6DAUhPt2299tx75AxmLC1L7CX76lXp7aYTz2LvueXl5ZyMN5al60Tp57cEsgX3c+bMER3n6+uLoKAgNLW19jeR31tvAePHK50Kx9h6M9BogMmTgblz3eeirKpSOgWOcaeKa46s7/ffHascrITAQNN2p4lnYlvzev99adMLlZd3Ff71/vvvzllPkybCwymwdw13qbhqy3hnUqJTS5nIFty3s7fnMKI8DzlZjWxt9pB1+DDzaZffsYsS8vOVToFjnPW50lk91KpJhw7Se4wktZOjAVG/fsDatTX/86+zfv3sW+6ECe79VZi4JyXu8/37C5fp95CMIJc2hUncmCcFST172jcf25lIUBCQlydfepzFQ24iTmHLttfm/UTU5euvHc+lluNeHhbGFGcUW6a96xgxwrOeNcT53PV86NCB+RHirmnmsDu4HzdunN0r9fLywjfffGP3/J5OkU6sSA0PuDCN3DWtzk6X1LKU7rp/CLGHUD8blgid/y++KH/uuFzXmbOv13vvNW3mmXg+Tys26SbsDu6zXN1znIoo2omV2M21fn3nNislJ0cfEBqN+zb75eleeqmmO3FHSH3RpRs/IaaeeUbpFCgnMhL4/HOlU0Fs4c5l7j2Y3cH9xo0b5UwHUZKXF9C3r+u7+iaeS+wFq29fx5bbtClw6JC0jnVYdPMntZWrzn36QkacRcq55U7n3z33yNdfghN5bJn79PR0TJ06VXDcvHnzEBUVBQDIyMhASkoKjh8/jqysLNSvXx+RkZEYNWoUmjVrZjbv9evXkZycjJMnT6KwsBCNGzfGgw8+iMcffxx1OEUFKioqsHLlSqSmpqKoqAgREREYOXIkOnbs6JwNlgv3YeDvD5SU1HQS4cxmpdyJwUABoaOcdbPVaJj2vl2dDjWcD61bA+fPK50KokbuFFwRoqR165ROgSQeG9yzhgwZgnvuucdkWCjbxBiAtWvX4tSpU9DpdIiIiEB+fj42b96MSZMm4eOPP0ZLTmcU2dnZmDx5MurWrYtBgwahfv36OH36NFatWoXz589j2rRpxmkXLFiA/fv3Iz4+HmFhYdi1axdmzpyJOXPmIEbJJsus4d6kr19nKpd6GnrQuB8fhW4lTZowPSrbQ229TMqF7WCNqJO/v+2NEvDvuWp4GSbEHh4Sf9j9RH7nnXfQqVMnPPHEE2bjsrKy4O/vj/ouKMMdExMDnU4nOn7o0KF444034OvraxzWs2dPTJgwAb/88gtef/114/DU1FQUFxfjo48+Mgb9AwYMgMFgQEpKCoqKilCvXj1kZGRg7969SEpKQsK/LQr06dMHEyZMwPLlyzFv3jwnba0M7ruvJqiR0uOfGnl5ecwF6rb4+0/gK5hLfPqp/YEG9TIpjK4NdatTB9i717Z56JwgzkJl7p3ChoKtptLT03H16lXBcePHj8eyZcvsTpSt9Ho9qkQ6BYqOjjYJ7AEgLCwM4eHhuHLlitlyAKAhL+gNCgqCRqOBz7+5k/v374dGo8GAAQOM02i1WvTr1w+nT59Gdna2o5vkPBqNeVDjaTduT0svADz0kNIpkJe7HAMfH4B3fRNCZMa/3qlTKSIXKcG7uzxvPIhTvqUbDAYYXPS2tXDhQpSUlECj0SAmJgZJSUlmxXSE0pefn4/w8HCT4e3atcPatWvx+eefY/jw4cZiOb///jsGDx5sLHN/4cIFNGvWzKzFm7Zt2wIALl68iMYWmiJjXyKs8fX1NXsxITJQIicgNdX2ecaMAeLi5E8LUSd6ABLimUpKlE4BURmPLXPv4+ODHj16oEuXLmjQoAEyMzOxbt06TJkyBXPnzkXr1q1F5929ezdycnIwYsQIk+GdO3fGyJEj8fPPP+PgwYPG4f/5z38watQo4/+5ubkIEiirzg7LycmxmPakpCRJ25iYmIjhw4dLmpao0Jw5SqdAHAWS7oeOSe1jS6tSjqgN59b8+bb3MyCX2tKYBXEZjw3uo6OjER0dbfw/Li4OOp0Or7zyClasWIGZM2cKznflyhUsXrwYUVFR6NOnj9n4Jk2aIDY2Fj169ED9+vVx+PBhrFmzBkFBQRg8eDAAoLy8XDBHXftvxb7y8nKLaV+2bJmkdu6dkmsvVPGxNty4+WrjNhNx7NecSZMUTQYhkl296rom+WrD/fK115ROQe0UGwts2iQ+fvBgoFUr16VHJTw2uBcSFhaGbt264cCBA6iqqoI3r1xgXl4e3nvvPQQEBGDKlClm4/fu3YsvvvgCX3/9NUJCQgAAPXr0QHV1NZYvX45evXqhQYMG0Gq1qBDoqIcN6rVWWu8ICAhQphOr27eB4GDXr1duIvUriAup9WFPlbeIp3BlJXY5rve333Z8GXL7tygtUdDTTwMffCA+vnt35ofYxEXf9FwnJCQElZWVKCsrMxleXFyMGTNmoLi4GDNnzkSjRo3M5t2yZQtat25tDOxZcXFxKCsrw4ULFwAAwcHByMvLM5ufHSa0bEWxreM0aqSOoMzRpvoogHOcGs4jLmr+kRBxclzv77/v+DLk1ru30ikgxCkcyrlPSUlBSkqK2XAvLy/RcawNGzY4smpRN2/ehFarNelwqry8HLNmzcK1a9cwe/Zss4q0rPz8fNSrV89seGVlJQAYW+Rp1aoVjh8/Dr1eb5IDf+bMGeN4t7J1q/i4115jgn5PIkcgprbglDimQwfmtycH+XROE2dR67ml1u3yJJTZ5hQO5dyzreLY8+OogoICs2EXL15EWloaOnbsCM2/FY2qqqowd+5cnD59GlOmTDH2XCskLCwM58+fx7Vr10yG7927FxqNBhEREQAAnU6H6upqbOUEzRUVFdi5cyciIyMttpTjdubPB5QoIuQITw7A1EKtD0WBL3KE1Hpqvd7Vul2k1rM7537jxo1ypsNmc+fOhVarRVRUFBo2bIjMzExs27YNfn5+GD16tHG6pUuX4uDBg+jatSsKCwuRymuSsDfns1xCQgKOHDmCKVOmGHuoPXToEI4cOYL+/fsbi9tERkZCp9NhxYoVKCgoQGhoKFJSUpCVlYWJEye6ZgfYQm03MAruibNQLhIh5tT2DGG5qrUhIo7uuU7hsRVq4+LisGfPHmzYsAF6vR6BgYHo3r07EhMTEcZpQYAtJ5+Wloa0tDSz5XCD+9jYWMybNw+rVq3Cli1bUFhYiKZNm2LUqFFmPfFOnjwZycnJSE1NRVFRESIiIjB9+nTExsY6aYsdoLaLx9HgPiTE875WuBu1PuzVdq0QIge1Xu9CrccRogIee2bHx8cjPj7e6nQfWKqFLaBt27aYMWOG1em0Wi3GjBmDMWPG2LR8IgNHA7DDhwF/f3nSUlup9WHvyeiYEGIbKy3bEeKpPDa492STJ0821glgDRo0CIMGDXLOCik30lT9+kqngBBCPAe9OBJnofjEKSi4V8D8+fNd28692sqo081AeWp92HvyuaXWY0KUR+cWIR6FapMQz+PJARhxb3RuEWKOgnv3w+uE02M1aaJ0ClSJgntCPFmDBspUDlbrw96Tg3te53uEECsee0zpFNiPe6+KiVEuHY5yZU/LtQgF98TzeHIAJreCAmU6IVNrcO/JVq1SOgVErdR6vbOd13kibnFbtR4fYjcK7onnqW3Bfbt2SqfAnFqPgSdvF7UARZxFre3BqyUoVuvxIXajM6I28OSAhQDHjyudAnNqPac8ebvUEqgQ90Pnlnuj4J7w0BlBPI8nB2BqobYWmNSAAjD3ptMpnQLCp5ZrRi3bQWRDwT0hxHZqDe49+cWRHvDujdfLuUehc8u90fEhPNTOvQJc3onV3387Z7lK8eQATC2qqpROgXN48rlFD3j35snHx5PTXhvQ8SE8FNwrwOWdWH37revW5Qq2BGCVlc5Lh6M8uQmw4GClU0D46AHv3jz5+Hhy2msDOj6Eh4rlEHVTS0cf7qZOHaVT4ByUc0+cxZOPjyen3RK1bBdVqCU8dEYQz+PJARiXWh4sb7+tdArkExurdArsp5bzSa3o+BBnoeCe8NAZQTyPWoJ7tVDTg4XaiifEXFiY0ilwDrW8cKllO4hsVPRUJrWGWh80nooeLO6BjoN78+SX4EmTlE4BsYSufcLjwXcbUmvdc4/SKSBcanqwePJXITUdBzXy5Ar0nvxiYolarhm1bAeRjUqvWEI8gFpuyFRp2T2o5XxSk9Wra/7u3Vu5dBB186GGD4kpOiMU4PJ27glxJjXl6lGATOTUrVvN3558bnly2i3x81M6BfKg4J7w0BmhAJe3c0+IM6kpuPdkVBmYOItag3u1oOCe8NBTmRDiGAru3QMFYO7Nk4+PJ6e9NqB7MOHx2Ne99PR0TJ06VXDcvHnzEBUVBQDIyMhASkoKjh8/jqysLNSvXx+RkZEYNWoUmolUcDp37hx+/PFHnDx5EuXl5bjrrrvwyCOPID4+3jhNRUUFVq5cidTUVBQVFSEiIgIjR45Ex44d5d9Yok5qeWDSg4UQYWq5xtWyHWrVv7/SKSBuxmODe9aQIUNwD6/1lNDQUOPfa9euxalTp6DT6RAREYH8/Hxs3rwZkyZNwscff4yWLVuazHv06FHMmjULrVu3xrBhw+Dv748bN24gJyfHZLoFCxZg//79iI+PR1hYGHbt2oWZM2dizpw5iImJcd4GE8/2yy/Ak08qnQp5UXBPiHV0nRBnoaZKCY/HB/cxMTHQ6XSi44cOHYo33ngDvr6+xmE9e/bEhAkT8Msvv+D11183Dtfr9fj0009x//33Y8qUKWaVXlkZGRnYu3cvkpKSkJCQAADo06cPJkyYgOXLl2PevHkybR1RnQYNlE6B/ChXz/107ap0CgifJwf3dI0T4lE8+G5TQ6/Xo6qqSnBcdHS0SWAPAGFhYQgPD8eVK1dMhu/Zswf5+fkYNWoUNBoNSktLUV1dbbbM/fv3Q6PRYMCAAcZhWq0W/fr1w+nTp5GdnS3DVhHiITw5aOGjIIY4C51bRE59+yqdAuLGPD7nfuHChSgpKYFGo0FMTAySkpLMiunwGQwG5OfnIzw83GT4sWPHEBAQgJycHMyZMwfXrl1DnTp10Lt3b4wbNw5arRYAcOHCBTRr1sysxZu2bdsCAC5evIjGjRvLuJWEuDFq554Q69T0EkyUR+cTscBjg3sfHx/06NEDXbp0QYMGDZCZmYl169ZhypQpmDt3Llq3bi067+7du5GTk4MRI0aYDL9+/Tqqqqowe/Zs9OvXD8888wzS09OxefNmFBcX48033wQA5ObmIigoyGy57DB++Xw+vV4vaRt9fX3NvjoQFVFLTp6aHjKe3EMt1yOPKJ0CAphe42q53gkhbs9jg/vo6GhER0cb/4+Li4NOp8Mrr7yCFStWYObMmYLzXblyBYsXL0ZUVBT69OljMq60tBRlZWUYOHAgnn/+eQBAjx49UFlZia1bt2LEiBEICwtDeXm5YNDN5uyXl5dbTHtSUpKkbUxMTMTw4cMlTUs8hBof8LxK6cQNULvX7keN1z4hxC2p6gkQFhaGbt264cCBA6iqqoI3r7hAXl4e3nvvPQQEBGDKlClm49ngvFevXibDH3zwQWzduhWnT59GWFgYtFotKioqzNbPBvXscsQsW7ZMUidWlGtPPAKniViPx/ua57GoxS73wA3o1fSFy5Nt20ZfttzV998rnQLVUFVwDwAhISGorKxEWVmZSQBdXFyMGTNmoLi4GB9++CEaNWpkNm9wcDAyMzPRsGFDk+GBgYEAgKKiIuN0QkVv8vLyAEBw2VwBAQHUQy0h7qhFC6VTII8nnlA6BYSPcu7dQ/36SqeAEKdTXVbCzZs3odVqUadOHeOw8vJyzJo1C9euXcP06dPNKtKy2rRpA8C8zHxubi4AoMG/zRi2atUK165dMys7f+bMGeN4QgghxIiCeyIntdQP4qKvW7Lx2D1ZUFBgNuzixYtIS0tDx44djW3UV1VVYe7cuTh9+jSmTJli7LlWyAMPPAAA2LFjh8nw7du3w9vbG+3atQMA6HQ6VFdXY+vWrcZpKioqsHPnTkRGRlJLOUQaamWGEEJcS41BsVrQC7BsPLZYzty5c6HVahEVFYWGDRsiMzMT27Ztg5+fH0aPHm2cbunSpTh48CC6du2KwsJCpKammiynd+/exr9bt26Nfv36YceOHaiqqkJsbCzS09Oxf/9+PPXUU8biNpGRkdDpdFixYgUKCgoQGhqKlJQUZGVlYeLEia7ZAcTzCbS4RAghhFiVmAjs3Kl0Koib8tjgPi4uDnv27MGGDRug1+sRGBiI7t27IzExEWFhYcbpLly4AABIS0tDWlqa2XK4wT0AvPTSS2jcuDF27tyJv/76C40bN8a4cePw2GOPmUw3efJkJCcnIzU1FUVFRYiIiMD06dMRGxvrhK0lqqGmpvGaNQM4HbkRQng8/Ron7mvMGGDsWKVTIS+6XmTjscF9fHw84iW00vHBBx/YtFwfHx8kJiYiMTHR4nRarRZjxozBmDFjbFo+qeW4n4QXLFAsGbKoqqJmMAkhhMiDgnvZeGxw78kmT55srBPAGjRoEAYNGqRQiogidDqlU+CY//wHuP9+pVNBCCHSUZl7UgtQcK+A+fPnU1OYtrr/fuDQIaVT4Tg15UwsXKh0Cghxb2q63gkhHsNjW8shtQyv7wFCCCHEZh06KJ0CIoZehmVDwT0hSqBPw4SoX9OmSqeA8NWrx/z+t3NKQtSIgnviGSgYJs7y+utKp4CoFXXK474ef1zpFBDiNHTnIYTUbj17Kp0CQoirUREQomIU3BPP8NZbQKtWSqeCEEIIcR/nzimdAuKGKLgnnuHhh4FRo5ROheMot4gQQpSnlntx69ZKp0A+ajkmboCCe+I5WrRQOgVEjag+ByG1DwWSRMWonXsFUCdWhBBCCHHI8uVKp0Ae//wDxMQonQpVoeBeAdSJFSFuJDxc6RQQQlxNDTn3o0crnQJ53Hsv81sNx8RNULEcQkjtdvfdSqeAEEIIkQ0F94SQ2k1NuUX5+UqngKhVSIjSKSCESETBPfEcagrCCHGGunWVTgFRqzZtlE4BIUQiCu4JcSV6QSGEeKJZs5ROgbzoXkxUjIJ7QlypdWtg/HilU0HUigIW4iwPP8z8HjhQ2XQQQqyi4J4QVwoPB5YsUToVhBBXGTdO6RTIa8sWpVMgD3oRdj90TGRDwT0hpHZTUydWGrqlu51+/ZROASGklqF27hVAnVgRQpyCcr4IkYauFffy1VdAt25Kp0I1KLhXAHViRYgbYR/yU6Yomw5CCKmtXnhB6RSoiscG9+np6Zg6darguHnz5iEqKgoAkJGRgZSUFBw/fhxZWVmoX78+IiMjMWrUKDRr1sziOlavXo3k5GSEh4dj0aJFJuMqKiqwcuVKpKamoqioCBERERg5ciQ6duwozwYSQlzrgw+UTgFRox49gMWLlU4F4aMMNqJiHhvcs4YMGYJ77rnHZFhoaKjx77Vr1+LUqVPQ6XSIiIhAfn4+Nm/ejEmTJuHjjz9Gy5YtBZd7+/ZtrFmzBnXq1BEcv2DBAuzfvx/x8fEICwvDrl27MHPmTMyZMwcxMTHybSCpQZ9RCSGepnlz4PnnlU4F4ZszR+kUEOI0Hh/cx8TEQKfTiY4fOnQo3njjDfj6+hqH9ezZExMmTMAvv/yC119/XXC+pUuXIjIyEtXV1bhz547JuIyMDOzduxdJSUlISEgAAPTp0wcTJkzA8uXLMW/ePBm2jBBCCCFO4e+vdAoIcRpVNK2g1+tRVVUlOC46OtoksAeAsLAwhIeH48qVK4LznDhxAvv378d4kfbI9+/fD41GgwEDBhiHabVa9OvXD6dPn0Z2dradW0IIIYS4KeqllhCP4PE59wsXLkRJSQk0Gg1iYmKQlJRkVkyHz2AwID8/H+Hh4Wbjqqqq8PXXX6N///6IiIgQnP/ChQto1qyZWaXYtm3bAgAuXryIxo0b27dBhBBCiDs6e1bpFBBCJPDY4N7Hxwc9evRAly5d0KBBA2RmZmLdunWYMmUK5s6di9atW4vOu3v3buTk5GDEiBFm47Zu3Yrs7GzMnj1bdP7c3FwEBQWZDWeH5eTkWEy7Xq+3OJ7l6+tr9tWBECKz+vWBXbuUTgUhhBAiC48N7qOjoxEdHW38Py4uDjqdDq+88gpWrFiBmTNnCs535coVLF68GFFRUejTp4/JuDt37mDlypUYNmwYAgMDRdddXl4uGHRrtVrjeEuSkpIsjmclJiZi+PDhkqa1KDBQfb0kEiIXjQbg3QsIIYQQT+Wxwb2QsLAwdOvWDQcOHEBVVRW8vb1Nxufl5eG9995DQEAApkyZYjY+OTkZ9erVw+DBgy2uR6vVoqKiwmw4G9SzQb6YZcuWSWrnXtZc+6ZN5VsWIYQQQghxS6oK7gEgJCQElZWVKCsrMwmgi4uLMWPGDBQXF+PDDz9Eo0aNTOa7fv06tm3bhnHjxiE3N9c4vKKiAlVVVbh16xYCAgJQv359BAcHCxa9ycvLAwCzZfMFBAS4thMrtTQhqZbtIIQQQghxEtUF9zdv3oRWqzVpn768vByzZs3CtWvXMHv2bMGKtDk5OaiursaSJUuwZMkSs/Hjxo1DfHw8xo8fj1atWuH48ePQ6/UmQfqZM2cAAK1atXLClhFCCCGEEGKZxwb3BQUFZuXiL168iLS0NHTu3BkaDdPKZ1VVFebOnYvTp09j2rRpxp5r+cLDwwV7vE1OTkZJSQnGjx9v7BxLp9Nh3bp12Lp1q7Gd+4qKCuzcuRORkZHu2VKOwaB0CgghhBDlFRYqnQJCnMpjg/u5c+dCq9UiKioKDRs2RGZmJrZt2wY/Pz+MHj3aON3SpUtx8OBBdO3aFYWFhUhNTTVZTu/evQEAgYGB6N69u9l6Nm7cCAAm4yIjI6HT6bBixQoUFBQgNDQUKSkpyMrKwsSJE52xuY5RS3GW1q2B+HilU0EIIcST1aundAoIcSqPDe7j4uKwZ88ebNiwAXq93hicJyYmIiwszDjdhQsXAABpaWlIS0szWw4b3Ntq8uTJSE5ORmpqKoqKihAREYHp06cjNjbWvg0i1vXqxfwQQsSdP690CgghhCjIy2Cg8hquotfrMWzYMKxevdq1FWqDg4EpU4D/+z/XrZMQQgghhMjClhhS46I0EUIIIYQQQpzMY4vleLLJkycbK/yyBg0ahEGDBimUIkIIIYQQogYU3Ctg/vz5ri2WQwghhBBCagUqllNbUNUKQgghhBDVo+C+NlBLU5iEEEIIIcQiCu4JIYQQQghRCQrua4P+/YG2bZVOBSGEEEIIcTKqUFsb/Pij0ikghBBCCCEuQDn3hBBCCCGEqATl3CuA2rknhBBCCCHOQMG9AjyhnfuKigqsWbMGTz31FHx9fZVODpEBHVN1ouOqPnRM1YmOq/q46zGlYjlEUEVFBX788UdUVFQonRQiEzqm6kTHVX3omKoTHVf1cddjSsE9IYQQQgghKkHBPSGEEEIIISpBwT0hhBBCCCEqQcG9B/vtt9+UToLdnJ12Zy7fk9PubLTfXb9sZ6P9rtzynYn2u+uX7Wy035VbvjPZk3YK7j1YbTtZ3WX5npx2Z6P97vplOxvtd+WW70y0312/bGej/a7c8p2JgntCCCGEEEJqMWrnXgHUiRUhhBBCCHEGCu4V4AmdWBFCCCGEEM9Dwb0LGQwGAIBer5dledXV1bIti49drrOW78y0O3v5npp2Zx9TgPa7Esuma1WZZTtz+XStKrd8ulaVWb6npt2V1yq7DjaWtMTLIGUqIovbt28jKSlJ6WQQQgghhBAPtGzZMoSEhFichoJ7F6qurkZubi78/f3h5eWldHIIIYQQQogHMBgMKCkpQXBwsFm9TT4K7gkhhBBCCFEJagqTEEIIIYQQlaDgnhBCCCGEEJWg4J4QQgghhBCVoKYwVaSkpAS//vorMjIykJGRgaKiIrz66qt4+OGHzaY9d+4cfvjhB5w6dQoAEBkZiaSkJNx9990m012+fBk//vgjzp07h7y8PPj5+SE8PBwJCQno2rWrybQVFRVYuXIlUlNTUVRUhIiICIwcORIdO3Z03kbXAkoe1/T0dEydOlUwXfPmzUNUVJSMW1p7OOOY8q1evRrJyckIDw/HokWLTMbRteocSh5XuladwxnH1JZjRdeqcyh5XF1xrVJwryJ37tzBTz/9hMaNG6NVq1ZIT08XnO7cuXN46623EBISgsTERBgMBvz22294++238cknn6B58+bGabOzs1FSUoK+ffsiODgYZWVlOHDgAGbNmoWXX34ZAwYMME67YMEC7N+/H/Hx8QgLC8OuXbswc+ZMzJkzBzExMU7ffrVS+rgCwJAhQ3DPPfeYDAsNDZV/Y2sJZxxTrtu3b2PNmjWoU6eO4Hi6Vp1D6eMK0LUqN2ceUynHiq5V51D6uNoynV0MRDXKy8sNubm5BoPBYMjIyDAMHjzYsGPHDrPpZsyYYXj66acNBQUFxmE5OTmGp556yjBnzhyr66msrDS88sorhueff9447MyZM4bBgwcb1q5daxxWVlZmGD9+vOGNN95wZLNqPSWP6/Hjxw2DBw82/PHHHzJsCWE5+5h+9NFHhqlTpxqmTJlieOmll0zG0bXqPEoeV7pWncMZx1TqsaJr1XmUPK6uuFapzL2K+Pr6IigoyOp0//zzDzp06IAGDRoYhwUHByMmJgaHDh1CSUmJxfm9vb0REhKC4uJi47D9+/dDo9GY5PhqtVr069cPp0+fRnZ2th1bRABljyuXXq9HVVWVbYkngpx5TE+cOIH9+/dj/Pjxgsuka9V5lDyuXHStysfZ919Lx4quVedR8rjaM52tqFhOLVRRUQE/Pz+z4X5+fqisrMTly5fNynyVlpairKwMer0eBw8exJEjR9CzZ0/j+AsXLqBZs2YICAgwma9t27YAgIsXL6Jx48ZO2BrCcsZxZS1cuBAlJSXQaDSIiYlBUlKS2edEIj9bj2lVVRW+/vpr9O/fHxEREYLLpGtVec44riy6VpVhz/3X2rGia1V5zjiutk5nDwrua6HmzZvjzJkzqKqqgre3NwDmBM7IyAAA5OTkmM3z3XffYevWrQAAjUaD7t2744UXXjCOz83NFXwLZocJLZPIyxnH1cfHBz169ECXLl3QoEEDZGZmYt26dZgyZQrmzp2L1q1bu2DLai9bj+nWrVuRnZ2N2bNniy6TrlXlOeO40rWqLFuOqdRjRdeq8pxxXF1xrVJwXws9+uij+PLLL/HZZ5/hiSeegMFgwOrVq5GXlwcAKC8vN5snPj4eOp0Oubm52LdvH6qrq1FRUWEcX15eDl9fX7P5tFqt6DKJvJxxXKOjoxEdHW38Py4uDjqdDq+88gpWrFiBmTNnOn/DajFbjumdO3ewcuVKDBs2DIGBgaLLpGtVec44rnStKsuWYyr1WNG1qjxnHFdXXKsU3NdCAwcORHZ2NtatW4eUlBQAQJs2bZCQkICff/5ZsCWGFi1aoEWLFgCAPn364N1338WsWbPwySefwMvLC1qt1iQoZLEnPnszIs7jjOMqJCwsDN26dcOBAwdMcjOI/Gw5psnJyahXrx4GDx5scZl0rSrPGcdVCF2rrmPP/ZdL6FjRtao8ZxxXR6aTioL7WuqZZ55BQkICLl++jLp16yIiIgIrVqwAADRr1szq/DqdDosWLcK1a9fQvHlzBAcHC34iZN9uGzVqJO8GEEFyH1cxISEhqKysRFlZmVl5UCIvKcf0+vXr2LZtG8aNG4fc3FzjvBUVFaiqqsKtW7cQEBCA+vXr07XqJuQ+rmLoWnUdR++//GNF16p7kPu4OjqdFBTc12L16tUzaSf32LFjCAkJsRjUsdicA71eDwBo1aoVjh8/Dr1eb3JSnjlzxjieuIacx1XMzZs3odVqreZaEHlYO6Y5OTmorq7GkiVLsGTJErP5x40bh/j4eIwfP56uVTci53EVQ9eqazly/+UfK7pW3Yecx9XR6aSg4J4AAPbt24ezZ89izJgx0GhqWkjNz89Hw4YNTaatrKxESkoKtFqtsUiHTqfDunXrsHXrViQkJABgcpd27tyJyMhIqtGvEEePa0FBgVk534sXLyItLQ2dO3c2WSZxDaFjGh4eLtjjYXJyMkpKSjB+/Hhj5yh0rbonR48rXavuR+z+K/VY0bXqnhw9rq64Vim4V5nNmzejuLjY+CkvLS3N+PfgwYNRt25dnDhxAj/99BM6duyI+vXr48yZM9i5cyc6deqE+Ph4k+UtWrQIer0esbGxCA4ORn5+Pnbv3o2rV69i7Nix8Pf3B8B0x6zT6bBixQoUFBQgNDQUKSkpyMrKwsSJE127E1RIqeM6d+5caLVaREVFoWHDhsjMzMS2bdvg5+eH0aNHu3YnqIycxzQwMBDdu3c3W8fGjRsBwGQcXavOpdRxpWvVeeS+/0o9VnStOpdSx9UV16qXwWAwyLIk4hbGjh2LrKwswXHffvstmjZtihs3buCrr77C+fPnUVJSgqZNm6JPnz4YOnSoWc38vXv3YseOHbh06RIKCwvh7++PNm3aYPDgwYiLizOZtry8HMnJydi9ezeKiooQERGBkSNHolOnTk7b3tpCqeO6ceNG7NmzBzdu3IBer0dgYCDat2+PxMREhIWFOXWb1U7uYyrk7bffxp07d7Bo0SKT4XStOo9Sx5WuVeeR+5jacqzoWnUepY6rK65VCu4JIYQQQghRCSqERwghhBBCiEpQcE8IIYQQQohKUHBPCCGEEEKISlBwTwghhBBCiEpQcE8IIYQQQohKUHBPCCGEEEKISlBwTwghhBBCiEpQcE8IIYQQQohK+CidAEKI5xsyZIhN0zdp0gTfffcd3n77bZw4ccLYG6CalZaW4n//+x8OHTqEkydPIisrCxqNBqGhoejRoweGDh0Kf39/ScuaNm0a/v77bwDAsmXLEBISYjI+PT0dU6dOFZ0/MjISH3/8scmwVatW4ccff7S67g8++ACxsbEmw8rKyrBmzRrs27cP2dnZqF+/Pjp16oSRI0eiUaNGosvauXMntmzZgitXrsDHxweRkZEYNmwYoqOjRec5efIkfv75Z5w5cwaVlZVo0aIFBg8ejD59+lhNOxe/d8qkpCQkJCQY/xfbH3Xq1EFoaCh0Oh0ee+wx1KlTB4D1fS6kT58+eO2117Bz504sXLjQ+D+LHc7l5+eHunXrIiwsDJGRkejduzdatmxp03qtYbeFnx53s2HDBnz77bfG/9n7CiG1HQX3hBCHCQVWp06dwo0bN9CqVSu0atXKZFyDBg1clTS3sWfPHnzxxRcAgBYtWqBr164oKSnBqVOnsGrVKuzduxcffPABGjZsaHE5O3fuxN9//w0vLy9Y62A8NDRUMFAODQ01G9aqVSvRADk3NxfHjh2Dn58fWrdubTKuvLwc77zzDs6cOYPg4GDExcUhKysLO3fuxKFDh/Dxxx/jrrvuMlvmN998g40bN0Kr1aJjx46oqKjAsWPH8L///Q9TpkxB9+7dzebZv38/5s6dC4PBgJiYGDRo0AB///03Pv30U1y8eBFjx461uD+EsNssFiBzz1+DwYCcnBycPHkSycnJ+PPPP/Hhhx+iTp06aNiwoeD+O3DgAEpLS9GpUyezY3vvvfdKSiP3OFZWVuLOnTu4cOECTpw4gbVr1+Khhx7Ciy++iICAAKmbrQotWrQw7vOUlBSFU0OI+6DgnhDiMKHcvU8//RQ3btxAt27dMHz4cNH5ysrKLObuqoWPjw8eeeQRPPbYY2jRooVxeG5uLmbOnIkLFy7gm2++wZtvvim6jIKCAixduhQdO3bEtWvXTHKehURHR0vOee3evbtgQA0Ay5cvx7Fjx9C9e3ezrwurV6/GmTNnEBUVhffee884fv369fjuu++wcOFCfPDBBybzHDt2DBs3bkT9+vXx8ccfIywsDABw+vRpvP3221i4cCHatWuHevXqGecpLCzEZ599hurqarz99tvo0aMHACAvLw9vvfUW1q9fj65du6Jdu3aStpdlbf8Inb83b97Em2++ifPnz2Pr1q0YOnQoWrRoIbisEydOoLS0FE8++aTNaWMJHUeDwYBDhw7h66+/xu7du3H79m3MmjULPj6157HeqVMndOrUCQAF94RwUZl7QohimjRpghYtWtSKgKRv376YMGGCSWAPAMHBwXjxxRcBAH/++ScqKipEl/HNN9+grKzMOL0rGAwG7NmzBwDQu3dvk3EVFRX47bffAAAvvPCCSeA/dOhQRERE4MSJEzh37pzJfOvXrwcADBs2zBjYA0BUVBQGDhyI4uJi7Nixw2Se7du3Q6/XIy4uzhjYA0BQUBCSkpIAAOvWrXNwa6W566678MgjjwBggncleHl5oWvXrvjkk08QHByMEydOYMuWLYqkhRDiXtT/RCWEuC2xMvdDhgxBkyZNsGTJEqxZswYpKSnIyclBkyZN8MQTT+Dhhx8GAPz9999YvXo1zp07B41Gg65du2LcuHGCxX6qqqqwbds2pKSkIDMzE1VVVWjWrBn69u2LwYMHw9vb22XbzRcREQGACZYLCwsRHBxsNs2RI0ewZ88ejBw5UrBYjbOkp6fj9u3bCAoKQocOHUzGnTp1CsXFxQgNDTUrrgMAOp0Oly5dQlpaGtq0aQOAKZ9//Phx43iheTZt2oS0tDQ8/vjjxuGHDh0SnadLly7QarX4+++/UV5eDq1Wa/8GS8QWsamqqnL6uqylY8SIEfj888+xefNmxMfHS5738uXL+OGHH3DixAlUV1ejVatW+M9//iO6/3Jzc5GamopDhw7hxo0buHPnDurVq4fo6Gg8+eSTaNu2rXHaiooKjB49GmVlZfj+++9NvsKwTp06hf/7v/9DTEwMPvzwQwA1L5NbtmzBjRs3UFxcjMDAQDRr1gzdu3fHoEGDbNxDhNQ+lHNPCHFbH330EdavX4+WLVsiJiYGt27dwsKFC7Fz507s378f//3vf1FVVYVOnTqhTp06SE1NxZw5c8zKopeVlWH69On46quvcP36dURGRuK+++5DXl4evv32W3zwwQeorq5WaCuBW7duAWCK7tSvX99sfGlpKb788ks0b97cpNKnNTdu3MD333+PL774AitWrMDhw4dt3s7du3cDAHr16mX2AnTx4kUAwN133y04LxvwX7p0yTjs2rVrqKioQGBgoFlFYLF5uP8LvUT4+voiPDwc5eXluHbtmtVtksPZs2cBwOxLjBIeeOABaDQa3LhxA7dv35Y0z9mzZ/Hmm2/i4MGDCAkJwf3334/y8nLMnDkTf/zxh+A8Bw8exPLly5Gfn4+IiAh069YNwcHB+PPPP/HWW2/h6NGjxml9fX3Rt29flJeXG7/88G3btg0AMGDAAOOwZcuW4ZNPPsG5c+cQERGB7t27IywsDJcuXcKvv/4qdZcQUqtRzj0hxC1lZWXB398fX3/9NQIDAwEAx48fxzvvvIMffvgBFRUVeOedd3D//fcDAPR6Pd58802cPHkS6enpaN++vXFZS5cuxfHjx9GzZ0+8/PLLqFu3rnGeefPm4eDBg9i2bRsGDhzo+g0FsHHjRgBMGWJfX1+z8StXrkRWVhbef/99wfFiTp06hVOnTpkMi4iIwNtvv21SHEZMeXk5Dhw4AMC8SA4AZGdnA4BgkM4dzq0bwM4jVs+iTp06qFu3LoqKiqDX6xEQEAC9Xo/i4mKr6zp37hyys7PNKnDLpbq6Grm5udi9ezd2796NunXr4tFHH3XKumwREBCApk2b4saNG8jMzBTdRyyDwYBPP/0UJSUlePrppzFixAjjuN9++w2LFy8WnC86OhpffPGFWeXjo0ePYtasWVi8eDG+/vpreHl5AWCC9g0bNmDbtm1mOe56vR5//PEH6tWrZyxmVV5ejs2bN8Pf3x+fffaZSUXsqqoqnD59WvpOIaQWo5x7QojbGj9+vDGwB4D27dvj7rvvRm5uLjp37mwM7AEmwBEqB52fn4/t27cjJCQEr776qjGwZ+eZOHEifHx8FCuvfPjwYezYsQM+Pj4YOXKk2fhz585h48aN6NOnj+QKmQEBAUhISMDHH3+MVatWYdWqVZg9ezYiIyNx6dIlvPvuu8Zg2ZKDBw+iuLgY4eHhgjnmpaWlAJjmGYWww0tKSozD2L/F5gFgbF6SnZY7v9h87Dx6vV50ufb48ccfMWTIEAwZMgSPPfYYkpKS8P3336NDhw6iLQEpgS2KJuW4pqen48qVK7jrrrvw9NNPm4wbNGgQIiMjBeeLiIgQbFWoU6dOeOCBB3Djxg1cvnzZOLxZs2Zo164dLl68iIyMDJN59uzZg7KyMvTu3dtYDEiv16OiogKhoaFm+9Xb2xsxMTFWt40QQjn3hBA35ePjY9aeOsBUZrxw4QI6duwoOA5gygaz0tPTUVlZic6dOwsGhkFBQQgLC8Ply5dRVlZmMeiU25UrV/DJJ5/AYDAgKSnJLMe5qqoKn3/+OerWrYsxY8ZIXm7r1q3NgvEOHTogNjYW77zzDv755x9s2bIFTz31lMXlsEVyhHLtawt+U65sM5THjh1DcnIyJk2aZHyx8BT//PMPAKb+glBdk169euHMmTOC81ZUVODIkSPIyMjAnTt3jBXA2WJT169fN9YhAYCBAwfi+PHj2L59u0mZfLZIDvtCDjD1B0JCQnDhwgUsX74cAwYMcJuXJ0I8CQX3hBC31LBhQ8HAgw2khIp1sK21cFucYYuEbNu2zRhQiCkqKrIY3LNNUfL179/f5lzFnJwczJgxA0VFRRg6dKhgRciNGzfiwoULmDhxoskXDHt5e3vjiSeewD///IOjR49aDO7v3LmDo0ePQqPR4KGHHhKchj0WZWVlguPZ4dxWdNi/xeYBar4IsNNy5y8rKxNsz52dR+623oWawqyoqMBXX32FHTt2QKvVYvLkybKu0x537twBAME6G3zsy2/jxo0Fxzdp0kRw+KVLlzBr1iyLTbByv7IAzP4LCgrC3r17MXbsWPj7++PcuXM4f/48oqKizL4ETJo0CfPmzcPatWuxdu1aNGnSBLGxsejZsye6dOliddsIIRTcE0LclEZjudSgtfEstgLp3XffbZKjKMRak5ylpaWC7Wm3a9fOpuC+sLAQ7777LrKysvDwww+L5sqnpaXBy8sLu3btMltvXl4eAODDDz+Er68vnnzySXTu3Nnqutmy9uz8Yvbt24fKykq0b99etAw3GxyKVeJkh3ODRXaenJwcwXlKS0tRXFyMevXqGQP1gIAA1K1bF8XFxbh9+zbCw8NF1yUWsMrJ19cX48aNw86dO7Fnzx6MHz9eUlDtLHq9Hjdv3gTgvAq+BoMBH330EbKysjBw4EAMHDgQTZs2hb+/P7y8vLBixQqsWbPGrDK7j48PHn74YaxZswZ79+7FI488gu3btwMwzbVndejQAUuWLEFaWhqOHj2K9PR0pKSkICUlBT169MDbb7/tlO0jRE0ouCeEqBobmN577714/vnnHVpW06ZNsWnTJoeWUVJSghkzZuDKlSvo3r07JkyYYKyAKMRgMBiLUQhhi0/07dtX0vqLiooAWC7zDkgrksMWV7lw4YLg+PPnzwOAyUtVs2bN4Ovri4KCAuTk5Jh9gRGah/3/n3/+wfnz582C+8rKSmRmZkKr1aJZs2YWt0suAQEBaNCgAQoKCnDjxg1Fg/t9+/bBYDCgWbNmkjqEY5taZSs38wnlzF+9ehVXr15FmzZt8NJLL5mNZ18uhAwYMABr167F9u3b8eCDD2Lv3r0ICAjAAw88IDh9QEAAHnroIeMXo9OnT+Ojjz7CgQMHcPjwYcrBJ8QKqlBLCFG19u3bQ6PRIC0tDZWVlYqmpaKiArNnz0ZGRgY6deqEN99802L7+h988AE2bdok+MPmhi9btgybNm0ytv1vDdv6jVAFWdbNmzdx+vRpaLVakw6j+KKjo1G3bl3cuHFDMMDfv38/AKBr167GYX5+fsaWjISaXBSaB4Cx8jQ7nuvQoUMoLy9Hhw4dXNLGPcDklrNFYfi99rpSfn4+Vq1aBYDpH0KKe++9FwBzLgg1jbpv3z6zYexLodBXnKKiIhw7dkx0fU2aNEGnTp2QkZGB5ORkFBcX48EHH5RcVyEqKsr4ksmtsEsIEUbBPSFE1Ro1aoR+/fohKysL8+bNEyyOcv36dcGgUU5VVVWYN28ejh8/jpiYGLz99ts2NWtpiw0bNpjlyhoMBvz+++/YsGEDvLy8LDbhmJqaCoApL22pDLuvr6+xicPFixcby70DTC+0ly5dQmxsrLEDK9bQoUMBAKtXr8b169eNw0+fPo2tW7eibt266Nevn8k8/fv3R0BAAA4ePGh8QQGY4HbZsmUAYNLplTNVVFTg22+/hcFgQNOmTdG8eXOXrJfLYDDg8OHDeP3115Gbm4v27dubtBdvSbt27dC8eXPcuHEDq1evNhn3+++/CzY5GRoaCo1Gg+PHj5scs/LycixatAiFhYUW18k2M7thwwYAwkVysrKysHPnTpPziF0H2/GZtWY+CSFULIcQUguMHz8et27dwoEDB3D06FG0atUKjRs3RllZGTIzM3Hjxg3ExcUJ9n4ql99++w1//vknAKbZwq+++kpwujFjxjhceXbjxo1YunQpWrdujaZNm6KiogKXLl3CrVu3oNFo8Nxzz5kF3Fxsp0NSWskZNmwY/v77b5w6dQrPP/887r33XmRnZ+PMmTMIDAzEq6++ajbPfffdh/j4eGzcuBETJ07Efffdh8rKShw7dgwGgwGvvvqqWY+m9evXx8SJEzF37lx8+OGHaNeuHerXr49jx46huLgYQ4cOldxUqC3++usvYydjQE1rObm5ufDz88Orr75qsViVLcTqkZw6dQqffvopAKYIUmFhIc6fP2/8ctC7d2+88MILkntZ1mg0mDRpEqZNm4ZVq1bhwIEDCA8Px40bN3Du3Dk8+uijZk3DNmzYEP369cO2bdvwyiuvoH379vDz88M///yD6upq9O3bF7t27RJdZ+fOnRESEoLbt2+jTZs2gl+OioqKsHDhQixevBht2rRBSEgISktLcfr0aRQUFKBNmzYWvyQRQhgU3BNCVM/Pzw8zZszAnj17sGvXLly8eBFnz55FgwYN0KRJE/x/e3fPkmoch3H8OiQ9URAhtSTZFEKQQ5sgRUOBCRUFFQmVNvQiGqOh1xAJQWBDWw0R4mZLj5BgDYESVpMIgoN0zhB6KO7KQ9qhf9/Pfj9wTxf/+/cwNDQkr9db03colTVIKod8K3Nzc58O9+Pj4zo7O1MqlVI6nVaxWFR7e7sGBwfl9/tfjCR87fr6Wnd3d2pra7McN/pafX291tbWyg2Tx8fHam1t1fDwsObn5988aV1eXlZPT4/29/d1fn4um82m/v5+zczMyOVyWV7j8Xi0vr6uSCSiZDKpYrEoh8OhsbGxinsO/tXt7W15E6/0/LfCbrdrdHRUExMTFS0D+0hputNbZSqZTEaZTEbS8/duaWmRw+Eol6tYzZ7/SG9vrzY2NrS9va2rqyvd39/L6XRqdXVVjY2NlnsfVlZW1NXVpcPDQ11eXqq5uVlut1uBQEBHR0fvPq+urk59fX2KxWKWp/bS8yjbYDCoi4sLpVIp3dzcqKGhQZ2dnZqentbIyEjN/nYBJvn1+3VrOwAAhgsGg3p8fPx0g3Q1bG1taW9vT4uLi5qcnPzfr1MThUJBCwsLenp6UjgcrvrIUr/fr46ODm1ublb1vsB3xMk9AODHKpW7eL3eikaJVls2my03FlstbTPFwcGB8vm8fD5f1YL96elpuYQMwF+EewDAj1XaH9Dd3f2l4T4ejysajSqRSCiXy2lgYODdcqnvKJfLKRwOK5vN6uTkRE1NTZqamqra/dPptOXeCeCnoywHAIAvtrOzo93dXdntdnk8Hs3OzlY8GvK7eHh4UCgUks1mk9Pp1NLSUk2angG8RLgHAAAADMGcewAAAMAQhHsAAADAEIR7AAAAwBCEewAAAMAQhHsAAADAEIR7AAAAwBCEewAAAMAQhHsAAADAEIR7AAAAwBB/AN89/CUn7ZVjAAAAAElFTkSuQmCC","text/plain":["<Figure size 848.5x400 with 1 Axes>"]},"metadata":{},"output_type":"display_data"}],"source":["lc = sector_data.download()\n","lc.plot(color = 'red')"]},{"cell_type":"code","execution_count":null,"metadata":{"cell_id":"db557e2d8c6c410ba4d4b5861ef2f4ed","deepnote_cell_type":"code","deepnote_to_be_reexecuted":false,"execution_millis":2758,"execution_start":1703071083652,"source_hash":null},"outputs":[{"data":{"text/html":["SearchResult containing 45 data products.\n","\n","<table id=\"table10863774592\">\n","<thead><tr><th>#</th><th>mission</th><th>year</th><th>author</th><th>exptime</th><th>target_name</th><th>distance</th></tr></thead>\n","<thead><tr><th></th><th></th><th></th><th></th><th>s</th><th></th><th>arcsec</th></tr></thead>\n","<tr><td>0</td><td>Kepler Quarter 03</td><td>2009</td><td><a href='https://archive.stsci.edu/kepler/data_products.html'>Kepler</a></td><td>60</td><td>kplr008692861</td><td>0.0</td></tr>\n","<tr><td>1</td><td>Kepler Quarter 03</td><td>2009</td><td><a href='https://archive.stsci.edu/kepler/data_products.html'>Kepler</a></td><td>60</td><td>kplr008692861</td><td>0.0</td></tr>\n","<tr><td>2</td><td>Kepler Quarter 03</td><td>2009</td><td><a href='https://archive.stsci.edu/kepler/data_products.html'>Kepler</a></td><td>60</td><td>kplr008692861</td><td>0.0</td></tr>\n","<tr><td>3</td><td>Kepler Quarter 03</td><td>2009</td><td><a href='https://archive.stsci.edu/kepler/data_products.html'>Kepler</a></td><td>1800</td><td>kplr008692861</td><td>0.0</td></tr>\n","<tr><td>4</td><td>Kepler Quarter 01</td><td>2009</td><td><a href='https://archive.stsci.edu/kepler/data_products.html'>Kepler</a></td><td>1800</td><td>kplr008692861</td><td>0.0</td></tr>\n","<tr><td>5</td><td>Kepler Quarter 02</td><td>2009</td><td><a href='https://archive.stsci.edu/kepler/data_products.html'>Kepler</a></td><td>1800</td><td>kplr008692861</td><td>0.0</td></tr>\n","<tr><td>6</td><td>Kepler Quarter 06</td><td>2010</td><td><a href='https://archive.stsci.edu/kepler/data_products.html'>Kepler</a></td><td>60</td><td>kplr008692861</td><td>0.0</td></tr>\n","<tr><td>7</td><td>Kepler Quarter 06</td><td>2010</td><td><a href='https://archive.stsci.edu/kepler/data_products.html'>Kepler</a></td><td>60</td><td>kplr008692861</td><td>0.0</td></tr>\n","<tr><td>8</td><td>Kepler Quarter 06</td><td>2010</td><td><a href='https://archive.stsci.edu/kepler/data_products.html'>Kepler</a></td><td>60</td><td>kplr008692861</td><td>0.0</td></tr>\n","<tr><td>9</td><td>Kepler Quarter 05</td><td>2010</td><td><a href='https://archive.stsci.edu/kepler/data_products.html'>Kepler</a></td><td>60</td><td>kplr008692861</td><td>0.0</td></tr>\n","<tr><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td></tr>\n","<tr><td>35</td><td>TESS Sector 14</td><td>2019</td><td><a href='https://archive.stsci.edu/hlsp/qlp'>QLP</a></td><td>1800</td><td>275573429</td><td>0.0</td></tr>\n","<tr><td>36</td><td>TESS Sector 41</td><td>2021</td><td><a href='https://archive.stsci.edu/hlsp/qlp'>QLP</a></td><td>600</td><td>275573429</td><td>0.0</td></tr>\n","<tr><td>37</td><td>TESS Sector 40</td><td>2021</td><td><a href='https://archive.stsci.edu/hlsp/qlp'>QLP</a></td><td>600</td><td>275573429</td><td>0.0</td></tr>\n","<tr><td>38</td><td>TESS Sector 55</td><td>2022</td><td><a href='https://archive.stsci.edu/hlsp/qlp'>QLP</a></td><td>600</td><td>275573429</td><td>0.0</td></tr>\n","<tr><td>39</td><td>TESS Sector 54</td><td>2022</td><td><a href='https://archive.stsci.edu/hlsp/qlp'>QLP</a></td><td>600</td><td>275573429</td><td>0.0</td></tr>\n","<tr><td>40</td><td>TESS Sector 15</td><td>2019</td><td><a href='https://archive.stsci.edu/hlsp/cdips'>CDIPS</a></td><td>1800</td><td>275573429</td><td>0.0</td></tr>\n","<tr><td>41</td><td>TESS Sector 14</td><td>2019</td><td><a href='https://archive.stsci.edu/hlsp/cdips'>CDIPS</a></td><td>1800</td><td>275573429</td><td>0.0</td></tr>\n","<tr><td>42</td><td>TESS Sector 41</td><td>2021</td><td><a href='https://archive.stsci.edu/hlsp/cdips'>CDIPS</a></td><td>1800</td><td>275573429</td><td>0.0</td></tr>\n","<tr><td>43</td><td>TESS Sector 40</td><td>2021</td><td><a href='https://archive.stsci.edu/hlsp/cdips'>CDIPS</a></td><td>1800</td><td>275573429</td><td>0.0</td></tr>\n","<tr><td>44</td><td>TESS Sector 54</td><td>2022</td><td><a href='https://archive.stsci.edu/hlsp/cdips'>CDIPS</a></td><td>1800</td><td>275573429</td><td>0.0</td></tr>\n","</table>\n","Length = 45 rows"],"text/plain":["SearchResult containing 45 data products.\n","\n"," #       mission      year author exptime  target_name  distance\n","                                     s                   arcsec \n","--- ----------------- ---- ------ ------- ------------- --------\n","  0 Kepler Quarter 03 2009 Kepler      60 kplr008692861      0.0\n","  1 Kepler Quarter 03 2009 Kepler      60 kplr008692861      0.0\n","  2 Kepler Quarter 03 2009 Kepler      60 kplr008692861      0.0\n","  3 Kepler Quarter 03 2009 Kepler    1800 kplr008692861      0.0\n","  4 Kepler Quarter 01 2009 Kepler    1800 kplr008692861      0.0\n","  5 Kepler Quarter 02 2009 Kepler    1800 kplr008692861      0.0\n","  6 Kepler Quarter 06 2010 Kepler      60 kplr008692861      0.0\n","  7 Kepler Quarter 06 2010 Kepler      60 kplr008692861      0.0\n","  8 Kepler Quarter 06 2010 Kepler      60 kplr008692861      0.0\n","  9 Kepler Quarter 05 2010 Kepler      60 kplr008692861      0.0\n","...               ...  ...    ...     ...           ...      ...\n"," 35    TESS Sector 14 2019    QLP    1800     275573429      0.0\n"," 36    TESS Sector 41 2021    QLP     600     275573429      0.0\n"," 37    TESS Sector 40 2021    QLP     600     275573429      0.0\n"," 38    TESS Sector 55 2022    QLP     600     275573429      0.0\n"," 39    TESS Sector 54 2022    QLP     600     275573429      0.0\n"," 40    TESS Sector 15 2019  CDIPS    1800     275573429      0.0\n"," 41    TESS Sector 14 2019  CDIPS    1800     275573429      0.0\n"," 42    TESS Sector 41 2021  CDIPS    1800     275573429      0.0\n"," 43    TESS Sector 40 2021  CDIPS    1800     275573429      0.0\n"," 44    TESS Sector 54 2022  CDIPS    1800     275573429      0.0\n","Length = 45 rows"]},"execution_count":46,"metadata":{},"output_type":"execute_result"}],"source":["TIC = 'Kepler-69'\n","sector_data = lk.search_lightcurve(TIC)#, author = 'SPOC', sector = 54)\n","sector_data"]},{"cell_type":"code","execution_count":null,"metadata":{"cell_id":"5cb5d9cd17d24fc6b5e19a07e4f3d560","deepnote_cell_type":"code","deepnote_to_be_reexecuted":false,"execution_millis":585,"execution_start":1703071122464,"source_hash":null},"outputs":[{"name":"stderr","output_type":"stream","text":["/Users/buyer/Desci/sailorsComponents/api/.venv/lib/python3.9/site-packages/lightkurve/search.py:424: LightkurveWarning: Warning: 45 files available to download. Only the first file has been downloaded. Please use `download_all()` or specify additional criteria (e.g. quarter, campaign, or sector) to limit your search.\n","  warnings.warn(\n"]},{"data":{"text/plain":["<Axes: xlabel='Time - 2454833 [BKJD days]', ylabel='Flux [$\\\\mathrm{e^{-}\\\\,s^{-1}}$]'>"]},"execution_count":51,"metadata":{},"output_type":"execute_result"},{"data":{"image/png":"iVBORw0KGgoAAAANSUhEUgAAAwEAAAF4CAYAAAAMrfU1AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjkuMCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy80BEi2AAAACXBIWXMAAA9hAAAPYQGoP6dpAACPeklEQVR4nO2deXxU1fn/PzNZgGFNIIBBSAAVEFFBKhT6qwVF0bAoajGICxUrWsSKWiNYBS1KAVGK30JbFYuogEULriiCoKAgbuwgsgQBISZsYULW+/tjeiZnzpw7c+8smZnk83695pXMveee/TzneZ5zzh2HYRgGCCGEEEIIIXUGZ6wzQAghhBBCCKlZaAQQQgghhBBSx6ARQAghhBBCSB2DRgAhhBBCCCF1DBoBhBBCCCGE1DFoBBBCCCGEEFLHoBFACCGEEEJIHYNGACGEEEIIIXWM5FhngPhTVVWFoqIiNGjQAA6HI9bZIYQQQgghCYJhGCgpKUF6ejqcTnN/P42AOKSoqAijRo2KdTYIIYQQQkiCMm/ePLRo0cL0Po2AOKRBgwYAPI3ncrlinBtCCCGEEJIouN1ujBo1yqtPmkEjIA4RW4BcLheNAEIIIYQQYptgW8p5MJgQQgghhJA6BlcC4pjx48f7HejIyclBTk5OjHJECCGEEEJqAzQC4piZM2dyOxAhhBBCCIk4NAIIIYQQQqKE2+3GsWPHUFVVFeuskATH6XQiLS0tYg5iGgGEEEIIIRGmqqoKb7zxBr744otYZ4XUMnr37o0bb7wx4G8AWIFGACGEEEJIhBEGwODBg9GhQwckJSXFOkskwamsrMSePXvw9ttvAwCGDx8eVnw0AgghhBBCIojb7fYaAP379491dkgtIjs7GwDw9ttvY/DgwWFtDeIrQgkhhBBCIsixY8cAAB06dIhxTkhtRPQr0c9ChUYAIYQQQkgEEYeAuQWIRAPRr8I9bE4jgBBCCCGEkDoGjQBCCCGmzJ0LZGd7/hJCCKk98GAwIYQQU6ZOBfbv9/wdMybWuSGE1CSvvfYa3nrrLbzxxhs+11988UUsXboUY8eOxZVXXmka7sSJE/jPf/6DDRs2oKCgAMnJyejQoQP69++Pyy+/POB2qfXr12Px4sU4cOAA6tevj/PPPx+33347Wrdu7ROuuLgYr776KtatW4dTp06hefPmuOaaa3Ddddd5wxQWFuKFF17A119/DcMw0K1bN9x5550+cX377bf48MMPsXPnThw/fhytWrXCFVdcgSFDhiA5uVpdrqysxH//+1989NFHKCgoQFpaGvr06YPc3Fw0aNDAJ28HDhzA/PnzsXnzZlRUVKBNmza4/fbb0b17d2/9LFq0CDt37sSePXuQnJzsV4fRhEYAIYQQU/LyPAZAXl6sc0IIiQdefvllLF26FPfccw+uvPJK03CHDh3CxIkTUVVVhaFDh+Kcc85BeXk5Nm3ahBdeeAFNmjRB7969tc9u3rwZTz31FPr164dbbrkFp06dwquvvorHHnsMs2fPRr169QAAZ86cwYQJE5CUlITRo0ejWbNmOHjwINxutzeuyspKTJo0CWfOnMHYsWORnJyMhQsXYuLEiXj++ee9ivsHH3yA0tJS3HzzzcjIyMCOHTvw6quvIj8/H3/84x+98S1evBiLFi3CzTffjE6dOmH//v145ZVXUFRUhAcffNAbbv/+/Xj44YfRvXt3PPDAA0hOTsYPP/yA0tJSb5jCwkJ8+umnOPfcc3Huuedi7969IbVJqNAIIIQQYsqYMVwBIIR4eOWVV7BkyRLcfffdGDhwYMCwzzzzDCorK/Hss8+iefPm3uuXXHIJcnJyfBR1lTVr1iAjIwP33XcfHA4HAKBp06aYOHEidu/eja5duwIA/vOf/6CkpASzZ89G/fr1AQDdunXziWvt2rXYt28f/va3v6F9+/YAgPPOOw933nknli9fjmuvvRYAcPfdd6Np06be57p16wbDMLBgwQKMGjXKe2/16tW47LLLcOONNwIALrzwQpw8eRJLlixBZWWld3Xj73//O7p3746HH37YG6dYARBkZ2fjlVdeAeBZdalpI4BnAgghhBBCSEBee+01LF68GHfddReuueaagGG3bt2KXbt24cYbb/QxAAQtW7b0vu9eR2VlJRo0aOA1AAB434dvGIb32ocffogrrrjCawDo2LNnD9LS0rwGAAA0b94cWVlZ+PLLL73XZANA0KFDBxiG4fMqzsrKSjRs2NAnXMOGDX3ydeDAAWzbtg2DBw82zReAsH/xN1xoBBBCCCGEEFMWLVqE119/HaNHj8agQYOCht+yZQsAj9c/FC6//HIcOHAA7777Lk6fPo2ffvoJr7zyCjp06IAuXboAAI4cOYJjx46hSZMmePLJJ3HdddchNzcXs2fPRklJiTeusrIypKSk+KWRkpKCAwcOBMzHtm3bkJKSglatWnmvXXnllVi1ahW+++47lJSUYNeuXXj77bcxcOBA7yrAzp07AXi2K913330YOnQoRo0ahTfffDOk+ogWNAIIIYQQQmKAnbdvRStsMM6cOYMFCxbgyiuvxNChQy09U1hYCADIyMgIKc2uXbtiwoQJ+Pe//42bbroJd955J44fP45JkyZ5FW3hnZ83bx4aNWqESZMm4dZbb8XatWvx/PPPe+PKzMzEzz//7M0TAJSUlCA/Px+nTp0yzcOhQ4fw9ttv4+qrr/Y58HvjjTdi8ODB+POf/4zf/va3eOCBB3D++efjzjvv9IYReZsxYwb69OmDJ598EpdddhlefvllvP/++yHVSTTgmYA4Zvz48X5LRTk5OcjJyYlRjgghhBASKey8fStaYYORmpqKc889F6tXr8bll1+O888/P7wILbB9+3bMnDkTV111FX7xi1/g1KlTWLhwIZ544glMnToV9erV826/yczMxP333w8AuOiii+B0OvH888/jlltuQevWrXHZZZdhwYIFmDVrFu655x4kJyfjpZdeQklJienbidxuN5566im0atUKt9xyi8+9d955B8uWLcPo0aPRoUMH5OfnY8GCBfjHP/6Bu+++G0D1lqX+/ftj+PDhADxnBwoLC7F48WJcffXVUak3u9AIiGNmzpzp3QNHCCGEkNqFnbdvRStsMJxOJ/785z9jwoQJXiU80H5+AN5zAAUFBcjMzLSd5j//+U9ceOGFuOOOO7zXOnXqhN/97ndYtWoVBg4ciEaNGgHwPwh80UUXAQDy8/PRunVrNG7cGH/6058wa9Ysr7e+a9euuPzyy/Hdd9/5pV1eXo4pU6aguLgY06dP9zlvcPLkSbz00ksYNWqUd7//BRdcAJfLhWeeeQZDhgxBmzZtvHm78MIL/fL2ySefwO12x4V+x+1AhBBCCCExYMwYYN8+a976aIW1QsOGDTF58mQ0adIEjz/+OH766aeA4S+44AIAwDfffBNSevn5+ejQoYPPtRYtWqBJkybetFu3bq3d6y8oKyvz/t+jRw+89NJL+Pvf/45//etfmDp1Ko4dO4bOnTv7PFNVVYVnnnkGP/zwAyZNmuS3nemnn35CeXm5X97E98OHDwMA2rVrF7B85eXlAe/XFDQCCCGEEEJIQJo1a4Ynn3wSAPDYY4/5vDFHpWvXrjjvvPOwePFiFBUV+d0vKCjAvn37TJ9v2bIlfvjhB59rR48excmTJ9GyZUsAnoO93bt3x6ZNm3zCffvttwCAjh07+lxPSkpC27Zt0bp1axw4cADffvut3+8czJ07Fxs2bMDEiRO1qx3CKFDztnv3bgDwHiDu3LkzGjdu7LfS8M033yAjI0P7JqJYwO1AhBBCCCEkKK1atcITTzyBvLw8PP7443j66af9XpcpeOCBBzBhwgTcf//9uPbaa70/FrZlyxa8++67uP/++023FV199dX417/+hX/+85+49NJLcerUKSxatAhNmzbFr371K2+43NxcPPTQQ5gxYwb69++Pw4cP49///jd+85vf4KyzzvKGe/nll9GpUye4XC7s3bsXixcvRv/+/b1bhwDPj4C9//77GDZsGFJSUrBjxw7vvXbt2sHlciEtLQ29e/fGggULUFlZiY4dOyI/Px+vvfYaLr74YrRt2xYAkJycjBEjRuCFF15Ao0aN0KVLF3z11Vf49NNP8Yc//MGnrGvXrgXgWf2oqqryfj/33HO9Bk+0oBFACCGEEEIskZWVhccffxyPPvoonnjiCTzxxBPacJmZmXjuueewZMkSvP/++ygoKEBKSgo6dOiAO++8E7/4xS9M0xg8eDBSUlLw3nvv4aOPPkKDBg3QuXNnPPzww2jSpIk33DnnnINJkybh5Zdfxl/+8hc0atQIV111FW699Vaf+H7++Wd8/PHHKC4uRqtWrfDb3/7W7x3+YuvSm2++6fcqz6eeesp79uD+++/HwoUL8f7776OwsBBpaWm47LLLcPPNN/s8M2jQIBiGgWXLlmHx4sVo1aoVxo4d67f6MHXqVO33++67D1dccYVpHUUChyH/ugGJC9xuN4YPH45FixbFxcERQgghhFjnwIEDmDlzJsaPH+/1DhMSKYL1L6t6JM8EEEIIIYQQUsegEUAIIYQQQkgdg0YAIYQQQgghdQwaAYQQQgghhNQxEvbtQJs3b8aECRO096ZPn+79AYiSkhK8+eab2LVrF3bt2oXi4uKAJ67Ly8vx6quvYtWqVSguLkZ2djZGjhyJ7t27hxTOblhCCCGEJDZOp8fHWllZGeOckNqI6Fein4VKwhoBgsGDB+Pcc8/1uSa/G/bkyZNYuHAhMjIy0L59e2zevDlgfM899xzWrl2LIUOGIDMzEx9//DEmT56MKVOmoGvXrrbD2Q1LCCGEkMQmLS0NALBnzx7Td+ETEip79uwBUN3PQiXhjYCuXbuib9++pvfT09Mxf/58pKWl4fvvv8f48eNNw+7atQtr1qzBqFGjMGzYMABA//79MXbsWLz88suYPn26rXB2wxJCCCEk8XG5XOjduzfefvttAECHDh2QlJQU41yRRKeyshJ79uzB22+/jd69e4f9GvmENwIAz/tQ69Wrpx1gKSkpli2ltWvXwul0YuDAgd5rqampGDBgAObPn4+CggJkZGRYDmcnTkIIIYTUHm688UYA8BoChESK3r17e/tXOCS8ETBr1iyUlJTA6XSia9euGDVqlN/2IKvs2bMHbdq08bOszjvvPADA3r17kZGRYTmcnTh1uN1uS/lOSUlBSkqKpbCEEEIIiT5OpxPDhw/H4MGDcezYMVRVVcU6SyTBcTqdSEtLi9gPySasEZCcnIw+ffqgZ8+eaNKkCfLz8/HWW28hLy8P06ZNQ8eOHW3HWVRUpF01ENcKCwtthbMbVmXUqFGW8p2bm4sRI0ZYCksIIYSQmsPlckVMaSMkkiSsEdClSxd06dLF+71Xr17o27cv7r33XsyfPx+TJ0+2HWdZWZnWo56amuq9byec3bAq8+bNsyQ4uApACCGEEELskLBGgI7MzEz07t0b69atQ2Vlpe1DOKmpqSgvL/e7LhR1obhbDWc3rAq9B4QQQgghJBrUuh8La9GiBSoqKlBaWmr72fT0dBw7dszvurjWvHlzW+HshiWEEEIIIaQmqHVGwE8//YTU1FTUr1/f9rPt27fHwYMH/Q7k7ty503vfTji7YQkhhBBCCKkJEtYIOHHihN+1vXv3YsOGDejevXtIv6LWt29fVFVV4YMPPvBeKy8vx4oVK9CpUyfvW3yshrMblhBCCCGEkJogYc8ETJs2DampqejcuTOaNWuG/Px8LF++HPXq1cNtt93mE/add97B6dOnvW/i2bBhg/f/QYMGoWHDhgCATp06oW/fvpg/fz5OnDiBs846CytXrsTRo0cxbtw4b3xWw9kNSwghhBBCSE3gMAzDiHUmQmHZsmVYvXo1Dh8+DLfbjaZNm+LCCy9Ebm4uMjMzfcLecccdOHr0qDaeF154Aa1atfJ+Lysrw4IFC/DJJ5+guLgY2dnZGDlyJHr06OHznNVwdsMCnt8HGD58OBYtWsSDwYQQQgghxDJW9ciENQJqMzQCCCGEEEJIKFjVIxP2TAAhhBBCCCEkNGgEEEIIIYQQUsegEUAIIYQQQkgdg0YAIYQQQgghdQwaAYQQQgghhNQxaAQQQgghhBBSx6ARQAghhBBCSB0jYX8xuC4wfvx4OJ2+dlpOTg5ycnJilCNCCCGEEFIboBEQx8ycOZM/FkYIIYQQQiIOtwMRQgghhJCEZ+5cIDvb85cEh0YAIYQQQghJeKZOBfbv9/wlwaERQAghhBBCEp68PCAry/OXBIdnAgghhBBCSMIzZoznQ6zBlQBCCCGEEELqGDQCCCGEEEIIqWPQCCCEEEIIIaSOQSOAEEIIIYSQOgaNAEIIIYQQQuoYNAIIIYQQQgipY9AIIIQQQgghpI5BI4AQQgghhJA6Bo0AQgghhBBC6hg0AgghhBBCCKljJMc6A8Sc8ePHw+n0tdNycnKQk5MToxwRQgghhJDaAI2AOGbmzJlwuVyxzgYhhBBCCKllcDsQIYQQQgghdQwaAYQQQgghhNQxaAQQQgghhBBSx6ARQAghhBBCSB2DRgAhhBBCCCF1DBoBhBBCCCGE1DFoBBBCCCGEEFLHoBFACKlVzJ0LZGd7/hJCCCFED40AQkitYupUYP9+z19CCCGE6KERQAipVeTlAVlZnr+EEEII0UMjgBBCCCGEEIvUlm2nNAIIIbUKbgcihBASTWrLPEMjgBBSq4jGdqDa4vUhhBASPrVl26nDMAwj1pkgvrjdbgwfPhyLFi2Cy+WKdXYIqfNkZ3u8PllZwL59sc4NIYQQYo5VPTK5BvNEbDJ+/Hg4nb6LNTk5OcjJyYlRjgipm+TleZZ9E93rQwghhAhoBMQxM2fO5EoAIXHAmDGeDyGEEFJb4JkAQgghhBBC6hg0AgghhBBCCKlj0AgghBBCCCGkjkEjgBBCCCGEkDoGjQBCCCGEEELqGDQCCCGEEEIIqWOE/IrQlStXRiwT/fv3j1hchBBCCCGEkMCEbAQ899xzcDgcEckEjQBCCCGEEEJqjrB+LCw7Oxu9e/cO+fkvvvgC+/btC+nZzZs3Y8KECdp706dPR+fOnb3fy8vL8eqrr2LVqlUoLi5GdnY2Ro4cie7du/s9e+jQISxYsADbtm3DqVOnkJGRgcsuuwzXXXcd6tevH1KcdsISQgghhBASbcIyAjp06IDc3NyQnz9y5EjIRoBg8ODBOPfcc32unXXWWT7fn3vuOaxduxZDhgxBZmYmPv74Y0yePBlTpkxB165dveEKCgowfvx4NGzYEDk5OWjcuDF27NiB1157DT/88AMeffRR23HaDUsIIYQQQki0CdkIcLlcqFevXliJp6amokGDBmHF0bVrV/Tt29f0/q5du7BmzRqMGjUKw4YNA+DZfjR27Fi8/PLLmD59ujfsqlWrcPr0afz1r39FVlYWAGDgwIEwDAMrV65EcXExGjVqZCtOO2EJIYQQQgipCUJ+O9DChQsxZsyYsBK/5557sHDhwrDiAAC3243KykrtvbVr18LpdGLgwIHea6mpqRgwYAB27NiBgoICn3gAoFmzZj5xpKWlwel0Ijk52XacdsISQgghhBBSE4S1HSgemDVrFkpKSuB0OtG1a1eMGjXKZ3vQnj170KZNG7hcLp/nzjvvPADA3r17kZGRAQDo1q0blixZgtmzZ2PEiBHe7UDvv/8+Bg0a5D0TYCdOO2FVhFESjJSUFKSkpFgKSwghhBBCSMIaAcnJyejTpw969uyJJk2aID8/H2+99Rby8vIwbdo0dOzYEQBQVFSEtLQ0v+fFtcLCQu+1Sy65BCNHjsTixYuxfv167/Xf/va3uOWWW7zf7cRpJ6zKqFGjTO/J5ObmYsSIEZbCEkIIIYQQkrBGQJcuXdClSxfv9169eqFv37649957MX/+fEyePBkAUFZWpvWSp6ameu/LtGzZEhdccAH69OmDxo0bY+PGjXjjjTeQlpaGQYMG2Y7Tbvoy8+bN81tB0MFVAEIIIYQQYoeI/2LwV199hdGjR0c6WktkZmaid+/e2LRpk/eMQGpqKsrLy/3CCuVbKOMAsGbNGjz//PO49957cdVVV6FPnz4YN24c+vfvj5dffhknT560HaedsCoul8vSh0YAIYQQEnnmzgWysz1/CaltRNwIOHPmTEwPu7Zo0QIVFRUoLS0FAKSnp+PYsWN+4cS15s2be6+999576NixI1q0aOETtlevXigtLcWePXtsx2knLCGEEELih6lTgf37PX8JqW1Y3g60YMECS+F+/PHHkDMTCX766SekpqZ6D/G2b98emzZtgtvt9tlas3PnTu99wfHjx9GoUSO/OCsqKgDAu7pgJ047YQkhNc/cuZ4JPi8PCPOFZ4SQWkZeXrV8IKS2YdkIWLx4MRo2bBh0j3qgPe6R5MSJE2jatKnPtb1792LDhg245JJL4HR6Fjn69u2Lt956Cx988IH3Pf3l5eVYsWIFOnXq5PNmnszMTHzzzTc4ePAg2rRp472+Zs0aOJ1OZGdn247TTlhCSM0je/poBBBCZMaMoVwgtRfLRkDr1q3RtWtX3HfffQHDrV27FtOmTQs7Y8GYNm0aUlNT0blzZzRr1gz5+flYvnw56tWrh9tuu80brlOnTujbty/mz5+PEydO4KyzzsLKlStx9OhRjBs3zifOYcOG4auvvkJeXp73F4O//PJLfPXVV7jyyiu9W3fsxGknLCGk5qGnjxBCSF3EshHQuXNnbN++3VJYwzBCzpBVevXqhdWrV2Pp0qVwu91o2rQpfvnLXyI3NxeZmZk+YcePH48FCxZg1apVKC4uRnZ2Nh577DFccMEFPuEuuOACTJ8+Ha+99hree+89nDp1Cq1atcItt9yC66+/PqQ47YYlhNQs9PQRQgipizgMixr77t27sW3bNgwZMiRguBMnTiA/Px/dunWLSAbrIm63G8OHD8eiRYssvSKUEEIIIYQQwLoeaXkl4JxzzsE555wTNFzTpk1pABBCCCGEEBLHRPwVoYQQQgghhJD4JmwjoKCgABMnToxEXgghhBBCCCE1QNhGQGlpKbZs2RKJvBBCCCGEEEJqAG4HIoQQQgghpI5BI4AQQgghhJA6Bo0AQgghhBBC6hiWXxFKap7x48fD6fS103JycpCTkxOjHBFCCCGEkNoAjYA4ZubMmfyxMEIIIYQQEnG4HYgQQgghhJA6RkSMAMMwIhENIYQQQgghpAYI2whIS0vD3XffHYm8EEIIIYQQQmqAsI2Ahg0b4uqrr45EXgghhBBCCCE1AM8EEEIIIYQQUseI2NuBjh07hoMHD6JNmzZIS0vzXj98+DBeeeUV7N+/HxkZGbjpppvQuXPnSCVLCCGEEEIIsUnEVgL+85//YOLEiXC73d5rbrcbDz/8MNauXYsDBw7g66+/xqOPPopDhw5FKllCCCGEEEKITSJmBGzZsgVt27ZFmzZtvNdWrFiB48eP49e//jXmzp2LO+64A2VlZXjrrbcilSwhhBBCCCHEJhEzAgoLC9G6dWufaxs3bkRSUhJGjx6NzMxMDB06FO3bt8eWLVsilSwhhBBCCCHEJhEzAkpKSlCvXj3v98rKSuzYsQMdO3ZE06ZNvdfPPvtsFBYWRipZQgghhBBCiE0iZgSkp6fjxx9/9H7ftm0bzpw5g27duvmEq6ysRHJyxM4jE0IIIYQQQmwSMSOgc+fO2LdvH5YuXYp9+/ZhwYIFcDgcuPTSS33CHThwAM2bN49UsoQQQgghhBCbRMwlf8MNN2DdunV46aWXAACGYaBbt27o0qWLN8yRI0dw4MABDBgwIFLJEkIIIYQQQmwSMSMgKysLf/3rX/H222/j5MmT6NixI4YNG+YT5uuvv0b79u3Ru3fvSCVLCCGEEEIIsYnDMAwj1pkgvrjdbgwfPhxt2rSB0+m7YysnJwc5OTkxyhkhhBASn8ydC0ydCuTlAWPGxDo3hMQOoUcuWrQILpfLNBxP6MYxM2fODNh4hJDEh4oLIZFh6lRg/37PX44lQoITsYPBhBBC7CMrLoSQ0MnLA7KyPH8JIcGhEUAIITGEigshkWHMGGDfPq4CEGIVGgGEkFrF3LlAdrbnbyJAxYUQQkgsoBFACKlVcHsNIYQQEpywjYCCggJMnDgxEnkhhJCw4fYaQgghJDhhGwGlpaXYsmVLJPJCCCFhw+01hBCSeFsjSc3D7UCEEEIIIbUMbo0kwaARQAghhBBSy+DWSBIM/lgYIYQQQkgtY8wYboskgeFKACGEEEIIIXUMGgGEkFoFD8MRQgghwaERQAipVfAwHCGEEBKciBgBhmFEIhpCCAkbHoYjhBBCghO2EZCWloa77747EnkhhJCw4e8EkGjC7WaEkNqCw6AbP+5wu90YPnw42rRpA6fT107LyclBTk5OjHJGCCF1m+xsz3azrCyPsTl3rmfrWV4eDU9CSHwg9MhFixbB5XKZhuMrQuOYmTNnBmw8QgghNUteXrXSD/ieQaERQAhJJCJ+MPjkyZNYtmwZZsyYgcceewxLlizx3tu/fz/Wr1+PM2fORDpZEmdwyZwQUhtRt5vxDAohJFGJ6ErAZ599htmzZ+PMmTMwDAMOhwPNmzf33i8sLMRTTz2FP/7xj+jXr18kkyZxBr1jhJC6AH+QiRCSqERsJWDHjh2YMWMGkpKS8Lvf/Q7PPPOM31uDLrroIrhcLnz++eeRSpbEKfSOEUIIIYTELxFbCVi8eDEcDgeeeOIJnHPOOdowSUlJ6NixI/bv3x+pZEmcQu8YIYQQQkj8EtGVgM6dO5saAIK0tDQcO3YsUskSQgghhBBCbBIxI6C0tBRNmzYNGq64uDhSSRJCCCGEEEJCIGJGQPPmzZGfnx8wjGEY2L9/P1q1ahWpZAkhhBBCCCE2iZgR0KNHDxw8eBBr1qwxDfPhhx/i559/Rs+ePSOVLCGEEEIIITVCbXoFesQOBt9www1YvXo1nn32WezZswe9e/cGAJw5cwY//PADPv/8c7z55pto2rQphg4dGnZ6mzdvxoQJE7T3pk+fjs6dO3u/l5eX49VXX8WqVatQXFyM7OxsjBw5Et27d9c+v3v3brz++uvYtm0bysrK0Lp1a1x11VUYMmRISHHaTZ8QQgghhMQftekV6BEzAlq0aIHHH38cTz/9NN5880289dZbcDgcWLduHdatWwfDMNC0aVM8+uijaNasWaSSxeDBg3Huuef6XDvrrLN8vj/33HNYu3YthgwZgszMTHz88ceYPHkypkyZgq5du/qE/frrr/Hkk0+iY8eOGD58OBo0aIDDhw+jsLAw5DjthCWEEEIIIfGJ+qvhiUxEfyysc+fOmDNnDj766CN8++23OHLkCAzDQIsWLXDxxRdj4MCBaNiwYSSTRNeuXdG3b1/T+7t27cKaNWswatQoDBs2DADQv39/jB07Fi+//DKmT5/uDet2u/Hss8/iF7/4BfLy8uB06ndL2YnTTlhCCCGEEBK/1KZXoEfUCAAAl8uFoUOHRmTLj1Xcbjfq1auHpKQkv3tr166F0+nEwIEDvddSU1MxYMAAzJ8/HwUFBcjIyAAArF69GsePH8ctt9wCp9OJM2fOIDU11c8YsBOnnbCEEEIIIYTUBBE3AmqaWbNmoaSkBE6nE127dsWoUaN8tgft2bMHbdq0gcvl8nnuvPPOAwDs3bvXq4R/++23cLlcKCwsxJQpU3Dw4EHUr18f/fr1w+jRo5Gammo7TjthCSGEEEIIqQlCNgJOnTqFlJQU1K9fP+TEz5w5g/LycjRu3Nj2s8nJyejTpw969uyJJk2aID8/H2+99Rby8vIwbdo0dOzYEQBQVFSEtLQ0v+fFNXmv/6FDh1BZWYm//OUvGDBgAG699VZs3rwZ77zzDk6fPo2HHnrIdpx2wqq43e6g9QAAKSkpSElJsRSWEEIIIYSQkI2AkSNH4vLLL8e4ceNCTnzu3LlYtWoVli5davvZLl26oEuXLt7vvXr1Qt++fXHvvfdi/vz5mDx5MgCgrKxMqyALr35ZWZn32pkzZ1BaWoqrr74ad911FwCgT58+qKiowAcffICbb74ZmZmZtuK0E1Zl1KhR5hUgkZubixEjRlgKW1uZO7f6oE5t2atHCCHBoOyreVjnpLYQshFgGAYMw4hkXsImMzMTvXv3xrp161BZWYmkpCSkpqaivLzcL6xQvoUyLv//61//2ifsZZddhg8++AA7duxAZmam7TithlWZN2+e3zYiHVwFqF2v7CKEEKtQ9tU8rPPEh4ach7DOBGzbtg2zZs0K6/lI06JFC1RUVKC0tBQulwvp6enaLTfHjh0D4PmlY0F6ejry8/P9XmHatGlTAEBxcbE3nJ04rYZVcblclowAUrte2UUIIVah7Kt5WOeJDw05D2EZAYcPH8bhw4fDyoDD4QjreZWffvoJqamp3rMK7du3x6ZNm+B2u30U6p07d3rvC8455xx8++23KCwsxNlnn+29XlRUBABo0qSJ7TjthCWhE41XdtFTQBIF9tW6S216XWGiwDpPfGjIeQjZCJgyZUok82GbEydOeD30gr1792LDhg245JJLvK/17Nu3L9566y188MEH3vf0l5eXY8WKFejUqZPPm3l+9atf4T//+Q8++ugjXHTRRd7rH374IZKSktCtWzfbcdoJS+ILegpIosC+Sggh1qEh5yFkI0AoxLFi2rRpSE1NRefOndGsWTPk5+dj+fLlqFevHm677TZvuE6dOqFv376YP38+Tpw4gbPOOgsrV67E0aNH/Q41d+zYEQMGDMBHH32EyspKXHDBBdi8eTPWrl2LG2+80bt1x06cdsKS+IKeApIosK+SULGyisSVJkJqJw4j3k73WmTZsmVYvXo1Dh8+DLfbjaZNm+LCCy9Ebm4uMjMzfcKWlZVhwYIF+OSTT1BcXIzs7GyMHDkSPXr08Iu3oqICb7zxBlasWIGioiJkZGQgJyfH78fP7MRpJyzgeTXo8OHDsWjRIp4JIIQQEjWysz2rSFlZwL59oYchhMQPVvXIhDUCajM0AgghhNQEXAkgpPZhVY901mCeCCGERIC5cz3e2blzY50TkuiMGePx7gdS7q2EIYQkHjQCCCHEIvGifMsHgQkhhJBQoBFACCEWiRflOy/Psz+bB4EJIYSECo0AQgixSLwo39yeQQghJFxoBBBCiEWofMc/8bJlixBC4p2IGQF2fjn4iy++iFSyhBBCiJd42bJFCCHxTsSMgPvuuw8rVqwIGKa0tBSzZ8/G008/HalkCSGEEC/xsmWLEELinZB/MVjFMAzMnj0bX375JcaOHYvGjRv73N+1axdmzpyJQ4cO+f2YF9Ezfvx4OJ2+dlpOTg5ycnJilCNCCLFOLN4vP2YMt2sRQogVIvZjYQcPHsSMGTPwww8/oHnz5rjvvvtw8cUXwzAMLF68GAsXLkRlZSWuvPJKjB49GvXr149EsrUS/lhYZOEP3RASG/hLs4QQUvNY1SMjthLQpk0bzJgxA6+++iqWLFmCxx9/HFdffTX27NmDHTt2oGnTprj33ntx6aWXRipJQiwh7xGmEUBIzZGXV22AE0IIiS8i+nagpKQk3HrrrXjqqafQoEEDvP/++9i5cycuvvhizJ49mwYAiQncI0xIbODblAghocI3fUWfiL8i9PTp03jvvffgdrthGAYMw8D+/fuxd+/eSCdFiCWoiJBow8mKEEIiC9/0FX0iagRs3rwZ9957Lz799FO0b98ef/vb33DDDTfgxIkTmDRpEv71r3+hvLw8kkkSQkjM4WRFCCGRhav40SdiRsDLL7+MP//5zygsLMSwYcPwzDPPIDs7G7feeiumTJmCFi1a4J133sH48eOxjyfECCG1CE5W5nCVhHVASChwFT/6RMwIePPNN5GWloa//OUvuP3225GcXH3muGvXrpg9ezYuu+wy7N+/Hw888ECkkiUkanDiJlbhZGUOV0lYB4TECs7jgYmYEfCrX/0Ks2fPRrdu3bT3XS4Xxo8fjz/96U+oV69epJIlJGpw4k5MKPTjC66SsA4IiRWcxwMTMSPgT3/6Exo1ahQ0nDAWCAlGrJU5TtyJSaSEfqz7X22BqySsA0JiBefxwET87UBWaN68eSySJQlGrC14TtyJSaSEfqz7HyGERIK67NDgPB6YmBgBhFiBFnzdIlITVaSEPvsfIaQ2QIcGMSNivxi8ZcsWW+EvuOCCSCVNailjxtB6r0vE2y87s/8RQmoDsfjl7rlzq9MUclR3jcQWh2EYRiQiGjJkCBwOh+XwS5cujUSytRK3243hw4dj0aJFcLlcsc4OITUCJwhCCKkdZGd7nDpZWZ6VWbNrJDpY1SMjthLQr18/rRFgGAZ+/vln/PDDD3C73ejVqxcaNmwYqWQJIXGKXaWenndCgkNjmSQCutWHWKxIkMBEbCUgGMXFxZg9ezb279+PGTNmWHqTUF2FKwGkNkCvDyGRJ17GVayMERpB9mGd1T2s6pE1djC4UaNGuP/+++F2u/Hvf/+7ppJNaMaPH4977rnH5/Puu+/GOluEWIIHa0ltJZZvW4mXcRWrw6Y85Gof1pk16uJblGr07UD169fHeeedhw0bNtRksgnLzJkz8fe//93nk5OTE+ts1Qp0g70uCoBowlezkdpKLJWqeBlXsTJG4sUISiRYZ9aoi8ZSjb8itKSkBMXFxTWdLIkD4knJ1g32aAmAeCo3ISR8YqFUyXIkHmRKrIyReDGCEgnWmTXqorFUo0bAhg0bsHXrVmRmZtZksiROiCcrWzfYoyUAolHueFACCKmrxEKpkuVITcrSRJI1iZRXK9S28sQ7ddFYitjB4FmzZpneKykpwaFDh7B//34YhoE//vGP6N+/fySSrZXU1oPBsTicFA8HoqKRh3g5HEgIqRlkOQLUnFxLJFmTSHm1Qm0rT6yIBz2gprGqR0b0dwKCkZGRgdzcXFxxxRWRSLLWUluNgFhQG4Xo3LnAxIme/6dMqTtCLR6oi5MJqdvUZJ8XafXpA6xbZz/NQHlNxLGbiHmOR2qjHhAMy3qkESE2bdpk+tm+fbvx008/RSqpWs/p06eNQYMGGadPn451VhKeOXMMIyvL87e2kJVlGIDnL7FGpPpBTdV9bey3iUxNtcecOYaRnu751MW2F+MrKSny44xys+4SzvhNVFlsVY+MmBFAIgeNABKIRBVKsSRSCoCdug+nncLJL/tH5KkpBVKkk4jKaiT6nYgjNzfyfZjjgnUQColqPNIISGBoBNQuKHhjTyzaIFaKfKJOWvEMVwKCw36nJ57kP9vIPvHUfnawqkeGfCZg9OjRoW5VgsPhwL/+9a+Qn6/tJNKZAO5ZDE5d3I9I+IuqpHZgtT+x3+mJJ/mfaG2UaPmNJ6L+i8FHjx4N+XPkyJFQkyVxRjy99jNeqYvvHib6183VxCv/6uJr7kj0CCbjRZ8G2O901KT8DyZfxozx5GPq1MR47Wio+gVfrWqDGlmXILZIpO1AibpURmo38dov7S7Hh1KOeC17osD68yVYfXCLSfxgpS3kw9fx3sdDHYuh9MnaNu55JiCBSSQjgNijtgmaSBLJuonFfnwrz9mNO5RyJKpSVlOHroORqPUXK6J5mDeaxEoWRzNdqzJIvH0pPd1aXhJt3gpFFte2cU8jIIGhEVB7iUdBEwsBr0szknUTi4O10WjbUBTjRFPGBHbqL5rjKFrjIdEUKbvEo2wLRKzyGw/1JPpienp1XgL1z3jIc6RRy5To8lMl6kbAhAkTjP/85z/ae0eOHDFOnjwZatR1HhoBoaMKsnibeGvyLSNW06lJAa+bfNR7sW6raK4EhJtGICLRjnbzFcm32cS6/qxSk1sUIkVN1JcuDflaNFbKwqE2rgTYRc5LoP4ZT3mOFGZlqi0GT9SNgMGDBxvPPfec9t6QIUOMWbNmhRp1nSdejIBEHPjqAI7VaxpjjZ1y252oI5Evq8vQoRCJMtRUPdTEqkE0DELVmIuHSbOmtllYqaNgCnFNY7e/RSqvcrqir6SnRyaf8Saf483IsUs8OqhiQSiOkHgsT0yNgED3SHBE4911113G3Xff7fN55513aiwfskDOzfXsI8zNjXw6gQZRuAMykttCalJZtkIk600QbS9IpJQjuT+qz0eiDLGoB7vPW/HAz5lj79dXreZLNubS0w3D5Yr9u+2j2WZy3FbqPt68iXb7W6j5DyR/rRgBoRissT7gara6qStLoDmlthIN+RxPxGt5aAQkMPG4EiAUiaSkyKcTaBDV9BaHQIq+nJdQ8hVJA0XNT6SIxbaBUCZGuT9GY2KN98lZ9sALpSqQ0iEMplDGgZX78bDiFq020yn9wcprxWEQz30sVJkZqF5CjTNQmEAGbk3Vr9nqpq4u7I6baJShpvudHfkcD6sRsXQ8RhIaAQlMvBgBMrm5huFweDx+0ZhkoykUVA9UoDhVj5/Z4LarJKlxy99D3RoTL8LGDLP8BZsUzCZGOZy6EhCJfenxUp+6fKjXdEZAMKXDilIisKvUh6PohptWtNvNTr1ZfT7QdStYVZIjVS+hysxQsVo3VvMVTczyEGz1fM4cz3zqdJqHiWQZRD5157GiSThjJVyF3Ox+oDoIt85rqt8Fg0ZAAhOPRoBhWPfyiP/j5ZS9GPBOp68ypFtGtuLVClWxUZVVVSDFclk7GopUqPUXimIa7uQRLH61f6tGRyTrT5cPXfns5sGKYRoorHrdijJuRYG2W3dmxrSdSdeOjAq3bcMxkMywUuZwjRf5mZr2uEfCyIl0vsLtpyq68zRWxkao86vIT6TOYwkZFMpWQKtjwq5cD1bn4r7LZe7UDCTjwilbTUMjIIGJpREQqtCRB5+sZJspGLIHxOqgCVX4qZOY/D2Q4q1TtOSyBhKmVhVZkYbTWXMH94Ipa5HwvpjVnQ6r500CTRzhbNewck1eTRJ9J1IH0APlLVCfD9ROdstnlpZ6Xx5HVpRxO4aHVewaEYHyYOe8hIqu39aE4hlI+QqmwARqIzO5KtdVOP3PbjmDYdVoj0RagdKzY+TJdS1kvnBOGYavw0ptD1UWWem74Sq0geKUjZhA52XCkQFq3xRpOhz6uSVYW6jxhGJIWyEeDIEaMQKGDBkS8oeYE0sjQNfprUwcOsUh2KQiBrMQZmYDW30ulIlbpzhYiSdQ2UNZVjVTquwaFFaUdrPrugN6cli7gi9Ynwmm5KsGWSSUgWBp6oyxQH1V9E158pC9SHYUUztlNFPAzMot0LVxoLjU+6qiLxuqQmlR+7JVoy+SE6SVuEJRfK2koTsnZbVfWUWuf3V86hwZwcauTikMplQGGxu6tIL1NbPw4chSOY+6eguUlhVlOZR6MMuX2nYinMtVLV/U9lBlkZW+a+UwdiB040Su2/R0w0hJ8TVarDhIrMpLtV5cLn8nTCgywKq8siPX5GccjvDqPRLUiBEQzoeYE68rATphZebBDqYEiZUAWegFG9jiWrt2nnA9e0amrIGEaSDPhpnH1Gq6VrcBBRNgZgaBOmmINMyMABGnWX3YmRxlJVw28nTPizA9e1YLT5crcJqB0tcZeMEmHbOJSl2lCcd4FGW14oGS82BXOTMM3zaW+2ugvMvtoCr3og7MJjaz8kZK4Tcbq4GUPbM8iDJZ3cYQqC2DrQQEMwp0sjU3138sCjkZqD3tKixq3YWywmom/+R+a2X7iVqXweYh9ZruzTzp6dXyRPa26+KR28mK0mpWDypm7W/Wj8UWFZ0ctip7dOUP9Y1MqtGim5vV+cfONkWz9lPTl2WPkKEOh6/hEahOzOY3K8aI3f4g51nudzUNfzE4gYmVEWDHohZKgapgBhvUZoMuN7faMOjZUy/sRFiRttmbiqxOIGqZdEJEJ3h1SnegVQH1ULUVxUVXHnUpU6dYqHmTvSaq10kn6AJNWFbbVK0jMcELRcbsednL7nBYn/TMJiWgWqkINlHoFEORH5cr+ESh1pfZRCgr02btbmViUtML1N91/dXOOJAVFLPtJ2LMqgpxJFbtDKO67wilRsQXqG+ZKSTymAhkhFsxFnSGU6CyyEqV2jaqwiWXR/aEyvHKK7G6ujZ7la5dg8EMEY/OGWRFNqphhExUn5GNZ92qiG6Pt6pABnpDVrC6saJomtVPMIVTyAsrW0KtzNFq2XVy30w+mKUXSMaEs5oWbC6cM8ffkFNfiqCOUV2+5HFvZUujLBMCzW+6VZlAY6ImoRGQwMTKCLBqUesmHTNhbjbodWmok6A6OYv7KSmBVwLUNIIpI4GMBnnFQxYKsvBRFUU1PrPly2ArEGaCR6StCj2ziUZebVEVQVGWlBSPQEtJqRao6jYBM4+hLBDF0nC7dtb3S8vKtnxWJJDyKROovdUJULd9TY1HxBVoKT1Q++g8oHLcgd4GIteHSNdsa1Og8aLrE3LZdQqgmSJktjdZlgG68aWbUM3yplPS5biEIiD3YTms2jflvMnGqKwUir5mpryqWzOCjW3V8DSTK2bee9EuYhzIHmHZo6v2b7Ud5PaVFSi5PYJtZQymbKryPlA7WzlLJvIr2kNtT9l4Vlfm1HzIckDUp+w4sqKYyTLFqsEUSMkPZOiYrZhYVfh1eRCrqsIoUvud3BfklXUxX5jJKLP53ywv8lylC9uzZ+C53DD8VzXlbYlyu5sZ0/I1oT/o5k6RZyu6gipfVNmkbpOKBTQCEph4WAmwclhT500I5t0OJNiCKWpCYKSm+k46wZaSzax7Mw+C7G1QJ1+1vPKkpU5Icv6EkGjXzj8Nq9sr5BUFOQ2dgJXrUl21kdPVeUVlL0sgpV+kpypX8kctm6oAyoqWbHzI7RFMYTHblqFTEAMprepkb6bE6BQ5Xb+V20j0XZ2ypKavLuHL7WdFGddN0HPm+CqEuklLLreqdMvojA8rB5dFOrISp/YlM8NB18ayAiCuq0qBbHTJ5XY49HmU8yDXgZpfMZaEAiX+ynk3UybUssiyU1Zw1C2XatuqSrG6uqB+5BXWYHLaTDapBpJquOviUB0kZg4MXduLa2IvuLwipK7wqMaUbiVO7qfqCq2unLp8yXHJc0gwJV+kJdpLOLPS0iK3iqa2vdm4kuOX+638vLzSrjO2As3Bal7M+pvuXI2Kri3EmJfLoXrlzVYCZJmgc0YE0lHkelRXcNT2DVb2aFPrjYBNmzYZgwYN0n62b9/uE7asrMyYN2+eceuttxrDhg0zxo8fb3z99ddB01i4cKExaNAg45577vG7ZydOu+nHwytC1cEpBoaY7FJTAytKgbDq4VC9MfIELgvIYIIk0EQvD1RZ+RKTjfAayNdkhV/neVQ9WnJ9yumpYeS8qtsrVCEmK/CqkJGVcvkZuXxy+qKcYkKXPRi6upO9RbJiofuoir2sGKjPma1YiDrWbTnR9ROxNUBuO51CZKUPyvWuKlnqd9nYUOtXLatuYpfzKa88qedm1P5i5u0Uk6JsgMjKh8Ph337qRK/uaRWKk7xiZOZRCzbmdP1LNc4DGRdqf1HrUK1v1eA0Qy6jqmCr41D+X8QvK6u6PcGqYtuzp6/8UcerrETLfU+WUfKWH7kORFur/TWQ0ivXo2oEqM4R2Rur9mmdI0XuA2p4s76gU/atruDo0tDJv0DGvGpkq8aZ3F7yOBTlVcef2r66vMrtbCb3dKiyXzceRR2oq7Y9e/r2F+GdVx0qupVH3Rwsj2Wz8SwbYlbKOWeO/7wZyFmkGodynevaVGf0qsal2vfULYlyX1D1hpqkzhgB//jHP4yVK1f6fI4fP+4Tdtq0acbQoUONF1980Xj//feNBx980Bg6dKixZcsW0/gLCgqM66+/3rjhhhu0RoCdOO2mHw9GgCy4ZC+XKrRUBUwd4MGUNh2qp0VV5GTlQT5LICvMZp4gdTIRglAdwOoELAt9VfjIE6+6b1GEVZUn3ZkKnXdG9eTIAsZsxcRMKdcpE7q21C2jyh5leaKQBarZpGimYMqKZm6ub7xyHkXasnKrm6x15RIGgZqmqrDLfUXXV3XKgtq3zBRQMaHqDBl5jMjPq4q+agCaXZf3Ruvy43BUr6TJbW1mMKiKupmXS139UuWCrAyonjPVkNC9IUUeJ7LRJU/QupcMqEv/Zl5oM2+jamCrRoqZgid7e2UFXe6vcj3o+qhYNZT7ubwVUqf86JwbsuzRbVGQFUd5nOuML7leRdsIY0Yto9wf5fYOtE1C1w5yG6irjrIxL8LLddmzp++Y0PURub3kPqeOeZ3TwswAl5V3ebypfVNO08ypph7KF+F0KzDqPKSLT5ULujlGd91sS5zch4RjQb6vxivHpbuvc+bp5lrZwaSuyoh8qiuaaj7lvqmTu7pxqa5C6eSRTp7RCIgwwgj47LPPAobbuXOnMWjQIGPJkiXea6Wlpcadd95pPPjgg6bP/fWvfzUmTJhg5OXl+RkBduIMJf14MAJ0A1f9yMJPDHxZeZCFpqxsmS3X6jzuqtdMTDRCsMsHBXXKmOohVBV4eVnbrIwirBDqoqyyR0g9GyBP3KoiKv8vH2jUCcNAiqZIS10iF/lUvR7qpCDy5XT6es7Vtgom0MWEI9pcnvRURU/nqdJNTLLCI5bLhcdK5xmXFQ9xvkG3NCv2RqteSrmvCFSvo7ztRdeHA22LkictecJQ68JMSZW3wqkGo1zHqgKkUzDliU9d9VHzrBqCsvdZHT9yfuR41fFoZuyqxrZYaVLDyQqQmRddHdPylg9Rz7pxqBpSZgaCTnES40g20FUFTi2DmQEg4pNll042yGNfKLzquNTVt6xoyXnUGSu6sS87M4LJMDXv8ipCoK2GOiVKjU921ph5fAN9VPkg6kD1dutklNynZENLjF9d2dX5TR7zcl+XZZEq79R5QG5LeTzK32UlV82PLNNk2aDz1qvzkSxzdbJDHm9mfVjUt3yOTDU01H6h1oksM0S51LGpM/DleUDVRwKtcMvGn/o2tUBGbE1Sp4yA06dPGxUVFdpwL730kjFkyBC/ili8eLExaNAg4+jRo37PbN682RgyZIixd+9erRFgJ85Q0o+HMwE6hSDYRxZiqhdYHUDqAJGFRKB99rqJRqSlmxDEwDPz1MsCXeS/XTvfuIQQVL0G8kcIQfm8gm7/rm5CVBVv3VYgIXB0qzJqfoShI7eHbMyIegy0YiDXt4ys6Jq9zlM3IQhBqRO6Zp4is7zJ8cvtIvcbub7UuOS6Ntu2IU8CsgGqy6uZJ80s/7pVA9UrGmgSkttbKFJWlB7ZG6ozQtQ8iVfwydur5C1jap8zy7OqbKteOtWIFH1FHT9yG+mUN7W/qeXRGRWB8qq2qzy5y55HuU7lsTtnjm89yYqzkBOB2k0YrGYrHGodqHUvDDWdAibLFrUvqwayLKMC5TU3V7/1TIxDK954ue1Vhc/hMF+VttPGcvxqXuT+KXuWzVb51JUvkQeh1KrtG2hukj+yMir6kHCAyHJLbks5LnkF2+wjDBbdQWtZoTUruyirbuypjpLcXH1Y4YRS05e3LMorH2bOHVFmOV5Zdol5XDb+VZmlW52Q+6z8Uc8XqasUOgO3pqkzRsCNN95oDBo0yBgyZIjxyCOPGLt27fIJ9+ijjxp333233/PffvutMWjQIGP9+vU+1ysqKoyxY8cazz//vGEYhtYIsBOn3fQNIz7eDqTzlgX7qANDHZjqhCELGNkDJysbgbyislA1E7Q6T4Us+FThrw5mXVh1eVcWZDqlVA2r82TrtuCIiSRYvasKmVDKdcaSmJRVr6FOoMqTgbzUadb2skIdrI+IOhRp6BQOK31PFfxJSf5GQlaWufEk9zHD8Pc+6vqVWj6xd1anJMl9w2xyUo2PYBOv2ndUj7fZuJUNIl3fEv1DbitdPsy8p6pyHKgP6LbxqfJHt9Khc1DIMiOQoR6o7+g+ap8QKyuqAq5bnUpK8h9/YqVAzbtcp2lpwfNptr1E3t6gPi+vZMoGgCy3RLmsGpTqWNCtNqjlDFbvDocnb7Iya7aKamdukg0J2dgQc4kql51OvTND13aiv+rCmI1j2UuulkMYEeoqmpBlIl5VwZQNF6v1In/UVSD5HECgOlDbRKDmXX5O18/V3QRq/5X7mnDMmI0Fs7wBvrJC3Z4rryqrRqi6uqLrN2obq6u7NUmtNwK2bdtmPPXUU8aHH35ofPHFF8bixYuN3NxcY9iwYcbu3bu94e655x5jwoQJfs/v37/fGDRokPHee+/5XH/nnXeM4cOHe88V6IwAO3HaTd8wqhuvoKDAOH36dNBPWVlZkNqyhiwAREcW3gIrk4IsxHQTgTzw1aXQQMqu6mmWt2eI66oSaSZ8zJbfVUEgGwRmS4+6j877o6ajThjqAd1gk4+VthB1bVbeYJ5UUeeGYc3DLbe38MKqyrguD+rkLISnuvpiZoCEUjadsBYEm/BE3cjpCg+SqgSlpgYfO3Lacj+W91wH+qheT1nBtlMHdupMNWyEx1mUR4wd3UQv15laf/JKnHoWQN5CYdYfZQ97oHLKhoe6AikfkpQ9wbLCHKj/yVvrVI+h2lapqfrzAXLcOqNTJx8C9TVheKoeT93Kj50+EExuy/EFahfVeAkm/3QrUWob2ilHuHUglDs7Y054puVxoM61OtktrqnOAztyOtBYF+2kHogPJMfk9hBnVYI5EHWyzWyVXlcHsiEb7nwpxytvbRPI6dtxzqirH+qqerSxagQkI0Hp0qULunTp4v3eq1cv9O3bF/feey/mz5+PyZMnAwDKysqQkpLi93xqaqr3vuDkyZN49dVXMXz4cDRt2tQ0bTtx2gmrMmrUKNN7Mrm5uRgxYoSlsIEYM8bzd+zY6msVFUBhIdC8OVBUBDidQFWV557LBbjdnv8No/qZpk2BY8c8/1dWVl8X1wDgzBlPOpWVQFYWsH+/eb7cbuAXvwA2bvR8T0nx5KGyEhDFltM/c6b6f8Mwz6eahu75p5+uvifKLsqv48cfzdMQTJzo+12Or7xc/4zDETxegWFU17VhALm5wOuve74nJXna59Qp33TT0nzbp359z9+5cz1h5ToUuFye/iF34cpKYNs2ICPD872oqDofKlVVvu0iwuzfX90fHA5P/8jL83z/wx98820Ynv5QXl6dR6v1BACpqdVxA75tr5KSUl1WOY3u3av7skxFBTBliqe9RbxnzlTn3+msTnvuXOCee6rjragA/v53z7OnTnniTkry7x9iTAiqqjxt7XJ5vqenAx06+IbT9aWkJM/1Jk18+4HA6QSGDwcWLvRtK8CTJ9FeGRmePAtZYYbTWV1flZXVzwBAfn51mGbNqq8Dnro4c8aT1+Rk3/qoqvK0j+gPOqqqPP3p178GsrOBq64Cli/33JsypVoGCnkHePrUxImeMSH6q6hDtS6TkjxplJf75+Gbb3y/l5UBixcDv/2t5/vrr/vG1aBBdZ5ldGW78EL/viAwjOrxD3jq+4EH/Pu6YXjyL/qAkBWAbxuIsEVF1dcdDqBdO8910X7yeCkr8507ZL75Brjppuo8mrWdICPDI2dVnE6gRw/zeggFl6u6LdU+ZxjV89iLL3quWZXTbrdvmwCeeI8fr/6ui0dcc7uBqVM9/0+d6pEjGRn6eTQlxfMpKfEfuyqyLE9K8vRNMSZk+aSWRYz1r74Cvv468BwpyuFweD4ibFWVZ5zJdSCXWf6+fLln/GZk+PaXdu2q+59dDKO6LAcOeHSL117zbXN1HJgh5IpcD/I8E08krBGgIzMzE71798a6detQWVmJpKQkpKamolwjVYTyLZRxAFiwYAEaNWqEQYMGBUzHTpx2wqrMmzcPLjGbB0BnZITKxIm+yoxheCbEq64C1q3zDDohZFWlUKBTImRSU30n1EAGgEAW7HJ1vv66R1jJ+VXzVVISPH6Z+vU9glXNVzDBZjVMMEGiCkfAnmKrsmRJ9f+ibdUuqbbZmTMexVQoZ+np/oqNmFRU3G5P3YlyhJP3Sy4B9uzxKC1m/a2iojpdIHB6qanA9ddXT8CqDS73S5Xyck89nDpVfS0tzVzpqKryKAfHjnkmEnFNTkswdaq/Avj00566T031PNesmaddzPIn43Z7FJirrvIomjK6+hHtevKkPr769T2TWrC2lOuiqqpaAVHzrPY/deIXqGOloqL6WTNlMZASKQwv0a/z86vH2tSpHoVnxAj/dIVR43B42qa01DOWrCjoAtVIFNdef91jmKhjRTU4zOjZ06N82cGsD9WrB5w4UZ234mLPeFm+3NOPzfLhdAIFBb7lD+Df8qGy0hN/IONNroMDB3wdTS6XRxbVr2/fAGjb1ldpVMt35ky1IWoY/vkTMtBuumYGkZX5Q5CRUT1P6ZwQAlVuJycDmZmeejRLT1xfutSjbPfpE7gPivDBjAw5vK4OrCrZJ054wqpz9I8/hj/niDy9/nrwfmmGauDFMwF8NYlJixYtUFFRgdLSUgBAeno6jmm0UnGtefPmAIBDhw5h+fLlGDx4MIqKinDkyBEcOXIE5eXlqKysxJEjR3Dqf7O/1TjthlVxuVyWPpE0AgQOR7V1X1RU7aWKhJelrMwjXFX7xuXyDDi7qB5HoXgIzASCbDzIGAZw6JD/dYfDft5UrChwhmFvMgiGOhlbEbRuN3D33dVhi4r8BWEwQWt1QgjEd9950g5Ub2oaajvJ38vLqz2/grvv9vShESM83mDRn1wuj9IvnhcrLHI9BDN4N26sVh7U+hPePLHaot4TyklZmUdJ7NDBWv8RnDnjMdzNlAMdlZV6D77bbX2CVuN75pngY8eqQhSOqHM4PAod4LtSJtLJz/eUXZ7A5bqoqqp2MtipUyvs3+/bj9u18+TXzNCW+eab4GGs1pvb7VvvZWWe8TJlim84tY9UVnqeDaQsBZNpgZ6Vy1dV5b+qrHP+WCGY17iqyrzfu1zVxj3gqWMrc0TPnh6DRThJAhHo/saNHuU8KSm0/nj22cHDCIfOokX24w+G7ARRCVYvgcob7pwjU1Rk34lohli5iTdqnRHw008/ITU1FfX/18Pat2+PgwcPwq1IiJ07d3rvA0BhYSGqqqrwz3/+E6NHj/Z+du7ciYMHD2L06NFYuHChrTjtho0HhBIkloZl7CyzJSUFVurdbn+hHWwSMUN9RvYWBsJsUlIVPcAzKSeHsG4mtlkQD1YnSkEo/UG3fCyjm9TFlompU6snp/r1gcaNq5eudXGFS0aGx4sXTME+cMCaAS6P2aoqz3M6ZSNQG4RrgCYlVSuJVVUeI0uut3DGg9X616WRkuKpZzU/ctzq9Uga41ZwODxy88AB60Z0pA0SHRMn+ivikaJnT4+BGyo12Uby+FLnq/Jya+31zTfV2xaDhXc6Pf3BbMyI7WTp6dYNPbF9z858rtZxbq71ZwG93K9Xzzy8Wi8BNkz4EI2+EAmZn5QUv9uBEtYIOCHWLCX27t2LDRs2oHv37nD+bxbq27cvqqqq8MEHH3jDlZeXY8WKFejUqRMy/rd5uV27dpgwYYLfp127dsjIyMCECRMwYMAAW3HaDRtr5s71KEFC0IWigAkqKz0emnDi0JGUFFzY2dk7b5X8fPtlcTg8Avqmm+w9F4xAe63tYGGnWcSpqAhc79HOU7A237/fM0E7HB7vfEGBJ09if3YwzFaXzPjmG89YCcVTrkOdWIX3OphhFAi7Srtum0yoaatYHYO6NKxuTwmX1FSPYmu3LwCe7WV2z7VYIRw5LO/9jwbbtgXfzhQpmRcukTC4zOLQlbGyMvBqUGWlZ7WvcePw51o741xdTQ2GOFMhE2wVVaamxm60qKoC1qyJdS70JOyZgGnTpiE1NRWdO3dGs2bNkJ+fj+XLl6NevXq47bbbvOE6deqEvn37Yv78+Thx4gTOOussrFy5EkePHsW4ceO84Zo2bYpf/vKXfuksW7YMAHzuWY3TbthYo9sHHw7RsMrFAclEQD2QFykiVa+RWua0QzDlJpQl/WhgtoUnGLoJ3myPamoq0Lq1x8DU3VcPaweLDwiv/nSHv4HIK6S1nbIy4NxzPcqtnfZwOMzPRsQ7oeybFlipI3G+JNJOpXjCTK4HG38//hjYq24VO+M8FKOwplfV4gnD8LxU4bXXYp0TfxLWCOjVqxdWr16NpUuXwu12e5X43NxcZGZm+oQdP348FixYgFWrVqG4uBjZ2dl47LHHcMEFF4Scvp04o5F+NDB7u0C8kehegXghHpS7cN7mkCiY1XNZmW/ZZeXe4QA6dtRvAYpWu8WLARYKZgctY0Uoxn8kztDoqIm6qQnlvDYbAOEgzmOQ8Ag2TsI9cBwvq1kqDsOIB1WAyLjdbgwfPhyLFi2y9HagSJGcXDP7Swkh/oQ7yZD4R31dIyGRQH6VabwQb4Z5MGpC/tbkmLeqR8apbUJiQZs2sc4BIXUXKoWJiZ291BddBJw+7TknxBcGkEiRkQH87W/hvT0r0iSSAQBEX/5aPdxc0yTsdiASeQ4ejHUOCCEksbCjPGzcSOWfRJ78fGDcuPhaCSC+NGoU6xzo4UoA8SJ+uZIQQgiJBDR6oo/uh8xIfBHOa3CjCY0A4iUeT64TUpuJxWtaCalJuM2NEODrr2OdAz00AgghJEbwrR6EEFL7CfQLybGERgDxgUu3hBBCCCGRY+jQWOdAD40A4gOXbgkhhBBCIse6dbHOgR4aAYQQQgghhESJjIxY50APXxEax4wfPx5O5WfmcnJykJOTE5X05s6NSrSEEEIIIXWWr76KdQ700AiIY2bOnFmjvxg8dWqNJUUIIYQQUieI163W3A5EvPTpE+scEEIIIYTULnJzY50DPTQCiJd4PbhCCCGEEJKorF0b6xzooRFAvOTlxToHhBBCCCG1i/z8WOdAD40AQgghhBBCokS7drHOgR4aAcTLAw/EOgeEEEIIIbWLli1jnQM9NAKIlzNnYp0DQgghhJDaxcaNsc6BHhoBxMvw4bHOASGEEEIIqQloBBAvr70W6xwQQgghhJCagEYA8cJfDCaEEEIIqRvQCCBe+IvBhBBCCCGRpWfPWOdAD40A4oW/E0AIIYQQElkKCmKdAz00AoiXMWNinQNCCCGEkNpFvDpZaQQQLyNGxDoHhBBCCCGkJkiOdQaIOePHj4fT6Wun5eTkICcnJyrpLVoUlWgJIYQQQuosU6fG524LGgFxzMyZM+FyuWosvfr1Abe7xpIjhJBajcMBGEasc0EIiSUOB9CnT6xzoYfbgYiXZ56JdQ4IIaT2YNcAcDiikw9CSOwwDGD58ljnQg+NAEIIIQlLSkqscxA5uGpACKlJaAQQLxMnxjoHBADS0mKdg8jjpKQhUaK8PNY5IPEO5Y8/6elADe42jirx7ghwOoGrrop1LvRwaJC4Ij3dWrjavGx+7FiscxB5qqpqJh2HIz4mhNrcP6NFtOrMSrxJSdFJ204e7CAcBe3aAVlZkY070jgcsR0PDgdw9tmxSz9eOXXK14BOZJlVXu6R+0L+C6OvXbvIGzqpqfbnmKoqYN26yOYjUtAIIF6mTIlt+i5X8DwIQWV32dxs0ArBYReHw5Nfq0ZLuFgRZC5X/P4qYSg4HNaVM9GGTmf0PcNW+ktNbuuwO8mp+U9J8cQRa29pgwa+eXA6w89TSopHYQ62ulZZGV46gcjNDZx+KEarcBTk53s+aj2J9oymYmc1bsPwtG1WlkcpC4f0dPsyzjCAgwfDS1eQluZf7mgYkMHqNhKKbXm5r6x0OqMzn4Xb5lYpL/e0dePG1fI3Pz/yLzspK7M2x6htyN8JIHHPmDGx9Qa43cB99wUOE6py1bhx9f8pKR7B3bOnr8CQSU0NHF/y/96rdeaMvXwkJUVuu4888Tscnrc7ff114GdCmTzMnklKiq7imJLiq5yZ5cPlqu630VTmBGlpvnmJtQdNN8m1a2feNmp/Ly8HSkqspxeqoRmsntxuj8dM5LuqKvwVpPJyoKgIKC2NjUfa6fR4AIuKzMOEa7Qahn89ZWREf/XNjix2u4H9+z1KmRUcDn0/a9wY2LPHerqCJk0iozgfO+Zf7kjLHCtvlIrGW/ySkuzPZ1b48UffNKLNmTPxcbZGzkOs54hA0AggPlxySejPWlEIVe+Uw+HrfSgr8x8wwbwTVraAFBVVe+//9jfg+eeBjRvNJ+dgQqS83COI7Qrjpk2BEycCh9HVoy6dpk09dZOe7lFMAykageIRdZeaqjd+zMpYWWld0VC9QVb6imFU9wVh5Jg9V7++Ne9ZoHTlPmRmqKWmVu/tFP3pppsitwUpPd3jOQ4VkacDB6y1jagPnSJpxqZNoeVNjCmn06PgJSXp2ywayqvb7Uk/0LiOxkRdvz5QUGDvGVU+iu86w9Ph8NSnrFzl5npeR5iU5C/Pg407u3UQLcPqkkuAr77yz+/+/f5yzkr6x47V7OuvA+UpmINJ9NHcXF8HR7jojCAhLwDP3GunjuQ+6HL5ykA5z/J4jpTBFEgncLtrZlXTjjPEMOL3zCWNAOJDoAkrkKLTrh3wf/9n7m0Rgq9+fU/Y3FzP8vAll3gEtCw05IlabBHKyjJXjho0ACoqzPMmx5uR4VnxUAekKmijtaWkqCi4klNVZW214NgxoLDQ85kyxVNXgeLW7Y+UDaiKivDLLZbLU1KqDRQAKC72DWdF0Ssv993+ZVZ3whiz4v0xSzc93bfsx4/rw1VUAEuXVqfndgOLF/vGq06IKkJxUxGHx6y+Sk6dhMTWNrku5D2yujSDtYNOASkrs5Y/M4YPB775xqMQBGqzcAwruQ9aISXFI0dCSSfQtVAcBYbhkXdz5njGrDCG69f3XMvKqq43wwCaNatux/R04LXXPKsPlZUeeS76Sbt2nrCB6tWuB9Uw/LfI2NnGZ8bGjdYMU5fL3HFlVREUBmkkcLk87fP3v5vXs9Xxs25d9RaXULd2yc4XuR+K+Thcj7ksc+S2CjZ2rRiPLpdnzte1oyyfZWNEUFXle0bAKsLwssKePTW3HTia0AggPgTatxZI0S4u9ijWZsuJZWXVA2b/fo+is2+fRxkQHjrdgBo61KO079sH/PrX/vedzsAKoKxMu1ye8s2d63/41oowrMkBL/IXSIClpgIjRgDNm3vqPtCWDocDeOQRjxEkc9NNHuUC8AjO5BB/PtDp9CgoRUUeZaq83HPwDPCtN7sTmaoEiAkhFAUxkDKmGilqfxD5rqryr+fKSl8P1/nn+46V9HTfyVgobmpdVFUBCxdaW9EBPAqeHG95uX99iT2ylZXV7RwI4dUT9RxMkUpK0reFWTs7HMDrr1vzCKryRvZaqqheSKcTuOEGj4EczPOqPq9DpyQ6HHrDITk5fE9knz6eMV1QUO0NLiry/OpoXl71m11cLo9CZBiePIozVWIloE8f4MsvPfeLiz1xhGLoBxq3U6Z4lF7Rb266ybPSKuosKyt620BKS4HvvvO9lprqUeytyHSnE7jjjupVVTOsyq369avbTtSzUODtKPIOh2eeFHFUVVUbA3LedYjVxKws4Oef/cvgcgGzZlU7aazIBR2GUS1zkpKA3/62+p5q6IixK/pIsFU5oFrOyoarw+FpXyHncnM9fS8ry9PvZPkgDKjMTF8Hoth9oMqSnj09hpdVo724OPgbf8R5q/T02J+5NMUgccfp06eNQYMGGadPn45J+rm5hpGUZBjt2omhahipqZ5P9fD1hBH/Oxy+93SfpCTDcLmqv+fmGkbPntXxz5njuSY/43AYRnq65156uu+99HRP+PR03/RdLk94w/BNLz3dP6zVT25udb2oafXs6bkmros8O5320xGflBTPX6fTk64al/gut0GgeADDyMry1Iscl7gm8u50VteZLk3RJ9R0c3M98WRl+efB5fJ8nE5PXcltkpLi+11uq6ws3/zL8al5S0nRh9XlPynJP2ywPuFyefIkypKS4lsfalxy/HKfE31D9PtAn9RU83BJSdV9XG1TXV0aRvX4UfPtcFSXSb0ml9dO/xVtJJ5LSQneV63EOWeO7zW5v+ninzOnul/q+plZm+nqW61jl6taJor+oRs34X5EueQ2ETJRlF+9J49hUQe6Pi7K7HBU9wlVzqthxUeM56wsz/gXbZ6bWz2PiHzp+rEsM618dPnSxet0Bm4DOc2ePavrN1D/COcj0jPr/2b1EGhMqnOhrg7U72L+k8eEbs4N9ElL889rUpInjqws/3spKdXpAuZzsFk/EHWWlVWtn8hlF/OEKJPc9+V6FHqCKL+qG4i45Dhkma3mx85HzntNYlWPRA3lh9gglkaAEA46xdOKIhBMqMsD2OmsnsTEYDZTelTB53Lp860KGzUOVTCKyUtNTwgvoewJIaLWgzzAhZEgJkG5/sQEm5bma0gIZU4O27OnrxEhBE9SUvWkJU++ZnXudFYrN7LwE4JOnhDk9MzaQkwkur6gq+9ggtEsvFBc5HY16xei7FlZvgqRbCDKRoOoS1FGMXkFqkehxMhGrNmkpPZVuc5EulYnXYdDb1TJBoCoIznv4n+RD7WdxXVRdhGXOsHJ/UE3+cn1Gmzci+fNZIhqXFuRH7p0VZklt9OcOdWTu05JDJa+yHtqanU+xDNyucwUUDPlWvQ/sz4gxrrOCSJ/zMoij42kpOp8iLiFzJLbUmc0ORzV40TIFJ3DICnJU99y39XlX3We6MquOgzUfpiVVS1bdYqlkKXyGNDVkx1jJFB+dW3vdPo71eQ2FO2v1o/qZDNzzug+LpdeKRfpqXOpHKZdO/N2UdNOTa2e98zqRJazqqEcqN5F3PLzshyT+586BnRzvfy/kAVq3cjzo3imXbvq8d2zp3U9SBijYvzKMrsmoBGQwMTSCNApHepAsusVlIXPnDm+Xm6zSUw3qGRlRwg51cJXjQHxUZV9VSkWCo3wFAtFXlbAZQGmE06yYqB6e2VPu8i/SEdV4nSKqsifmMBlgaXek735Ij7VQNG1uepV0Ql2UTbd5KLWebt2+olIKLG6NhfeXtlTJVAVdbVc6jO6viwLZNnglfuS8LbJ6cjeWNWjpMaj5l9Vvq16ikWZ1DGotqFqWMv5EHWgUzTFGBLlEHWp827r+oHVPqOrf/WaOgZVo0Y2aALFr7abOvGqiq4sP1SFU+2z4r4wwmVl2EqbOhy+/Uhu50DlkvMnPyfaSZY/soEnf5edB7r8ykp/SoreCBDKrHxdlWvCUJDzo65OqO2k+y73YzktddVSVkCF00ZX38IYlOOT0zRbaZX7g87Q1rWVVW+xHKcwcOS5UXV8iLFmZcVCyCfdmBf35bLIMs1MB1DnFXEtkM4gz1eyU012Ysn9UTaU5V0AujnKMHz7rNxmYuXerP3UOgk0b6hzjm6syn1S3FfHupizawoaAQlMLI2AQF5KM2tc54US2zzkpWuB6g3QLRGqA1Yoh0LoyxOybjDLxkbPnr7pBhr06qShKpnyffm7znMiK2LqhCN7qNSJS3gQZGVPnVjEhCjnXRaQcpuoXj4rSqxOsIs4dAqDbkVFeAR1k5lOaZQNANUQkvuPiE/eWiSeVZV6nedQoJZR9AuRd9lLKvcDOU0VVfnXecFUZU6XBzPjUp1MdNs8hPKrrviYefrl5Xx5jKlKmDyxq6sIcn7M5IecN7k+ZE+1/L/Io07uqKtswoCQ5YLO86ZTYmQjyEz+iLZR5YRoD9lDLj+rjm1dnapb8FSjTnVeyPHJirYVWSuPK9nBoZOtsvEh17ksQ+RVBXl8ye0p9185j2b9Q+4XOjkujzF5vOrkidoX1PEpb1NUjSgxTmXZIrerOkbkcRfIw63rJ/I9Mxks5oNAxra8SiU7kXTy1MyBYha/zjCR60a39U/uo2o5RT2rbaaOb9Ff5Osir6oRKj6qHJHj0MkjVYbJBoucd51jRpRDrVfVmUEjgFgmnlYCxBKmEMA6ZGEqb5fQeXNFeLHFQ/UsycJGnjTUgS0LOFUAiMEmCxfdKoHImxD2wnDRKcjy92CrF/LEIZdZzo8Vb5EqsHX3VW+bWb5FHavbBHTlketFN3npljh1io2YtMwMCrlNdMu6skKkU96zsqrbXvZIyROe+Oj2hOomO3lSktOUkdNU+7Sur8p7jgMp1/KEJE/k6iQrGx86xURNX25PebVL3g8d6DmRrggjK84y6rhWz38IOWJl5URdMVPHg5miInsPdeiUT9kw0Y1DYejKHj5ZGVJXBmVlUpURok/ptiKodSEbm3LfDWakCfmn1qOuzuXxoQsr9wvZ+BboVnXV9pTrQB5Tui1+avnkPq5T5lVjNNDKoA65r+u+q33HTFaqc4Q8J+m2E6ofeUzKMl92Lqnl18Ul17nqZAs0LnSGjG6sqYaL7KiSn5HnK7nc6pYpnWNClQGiP6t5lL+LfiA7btT+rdarPEfr+opZH1P7mYxabrVcNQmNgARGNN5dd91l3H333T6fd955J6ppq14MM2EYbMDIE4is/MjICr1s0csDXBWyuv91e9dVQaSbZNWJX/YyqHnUXdMp4aoHXq03nedO3lqgi0ukrfOo6xTOQO0iG1dmy806o0M1tISXXy2bbqKR76leTdXgkLfiCCFttnKhKgzqpKlOjOqkIuLSbZ3SpSmuyQcoVaVdXmUSeVO3YKheLFkBEshGgEjfLP/q9gidYajzzJptazNTAHTKrJwPnfGkKqnyWJe9qSqivuU92+r4VJUT2dtt5niQlQDZGyuPOd1WFbUPqMq9bBiqeVSVEzkuMw++3AcCGTZyPOpKkdzOZvUhGzZyedV7ch+S5bnOCFfLrhpGqnwSxqm62irSkY1V0YaBDHUzI1NOR9cvdN/N+pCZvNONFzmPuvaSw8hzi27VRi2vusVK5EWeD3SOFF3ZzFZfRd3pVi7MvNvquJfHlyxfZfmjyrdgbaNrK908KM9laluohqpcnkAGoRnqNj+dzK4paAQkMLE+GKwug8r3dJODYfgKLzmMup9Ojke35UHePyovzeqMDtWLqRO8ap51yovqAdOVWacMqsqVuG+mKAvUZ1RjxSxtWbCqni6zOAJ5utSlSrnccp3KB6Pk9HV5VJEnPXkCEBOyqpjKCpZQEq2sLhmG+cqM6jHVCWRVsTDrz2b9LNgkovO0yXGmpASuN3W/q5nBre5ZVceBmm6wCU6dzM2UStWYVvuHyKvOeymPEzMDXecNVcMHUg7NjGRZUdYpmfLYUPtpVpb/27JUZUc1cuW3pajjWieb7GwnUMeGLINlBVyn8MmKmToWVe++uo1MxK8q3Wb78XVGgtrmSUl6x5AaRqcQyvfV8RdILgfDTJbKSrOcttmWObm9zBwcqjPJTO6pslInl3XPBrqmzpWqDFC3jJmVTR7voo4CyRydDA2UX7N01X6n7ggQyO1nttXSzLFlhrpV1Gq+owGNgAQmlkZAIAXBzEshC3J1ktQJM91Ere5HlYW4PIiFkFMnOFmZ0nlrAglkOwPVbCKTn9UtNwZKz0zhUJ8NlE9ZUMvbRdSJVv4re0FVzJY1hSA1mzACGS66iUXej6wqE+ohTp3RZRjW3hwUTKCrfcVMIZLjt7qcLNeXOk5EmeW3UOnaVP6o3ltVcZU92jpPpdk9HXK8wTzSqoKoqxPV8FFXAmQZI0/OOgM9UD2r7WK2L1q+ryq8OmNffVZtFzMlVHdw2GzMmBlsunFqte3kPJoZRGp9qsalCGu2XUcek8EUdTWM3I9Vw0mVZ7pxLOdBJ/PS0/VjLFj9yfGoW03kt0VZlTNW0hN9K5AXWd53LhtMZga1SiCFXNcfVZkRaJyZ9WUrMjiU/AaKR/Qj3QqQKuN14yGQYRIs7VhDIyCBiQcjINASsiwE5DeJqGF0380mB7N93EKwqF4c1YOnE5iyEqXzsoUirK0OcjtCS96eIAslK8/K+dIZQmp+hBIgH0TUKYly/QslWxxs1MWntq+s4KgrAbrJQtdWun2Xuj6oU5RVhSIYZgauOvmZLS3r8mc1Hd1qmVp36kE5KxNuoO05dvtWoDLJ93X71eW0go071RmgU9jV5wKVSaccmo0vs3iCKZ5mSr3c19UDqIHkjprncLYUiLzLnk6z/cxm+QjU3+XymhnAwfJmZpDq4jAzYEJRIIP1RdVIkceTbJzJTopA6dnNZyAFVLf6Dfie1wg1H3aRZU2gbVpqnqzmQTcnhdv2VvNh1wgwy38sDAMaAQlMrLcDmXVY3T3dQdNA4a0Idl0YdeKS91vrFCKRlpmQD2QgBKsHK4TyvKpYB1tOVlEP/+qUL/X9zKpw060E6QSpmSIRrM1DmZCDKX+yR85unalpyF4h1eNupV3MlBRdWYSXSp3EgxlwVpRxs3xYVQDtEKhNwx0DsjwwW3Wyu8pnli+zuglWvmB9zq7hFcyREqwcweK0mh+r5bOaru5eMKXR6jM654CZw0HtT2bKoBqPvBKgrnBbLXMg5dNquxuG/5kt3Vxm1RALV0GVZU0gx4T6Xe2HweR8Vpa+74Zi7FgtdyTkpd3xHyloBCQwsf7FYBXVO6dbGtbt2w62VUSgClsrz+kGlt1J0YoXKBKKjVXUuK0ID/mZQPuO5fgC7VfVrQRZrX8zrHpdzJQOs8lCNzmHSyBlQtcv1Xq2q9jIHj35HfqBtlGYEayeQ1G6rBDJMRGor6lGkJmXLtT8RHLMy30n1O0hwQhVuYimDFPT0W0nEgQzmAPFG8hAlOMN5AWWV50DGUe6NEKtQ6vGmB0FXn7Zg916tHLAOlicVo2eYM9ZGc92jHqrBNJLInGwt6bGmwqNgAQm3owA3X5WdX+wbhtAsK0iKnaeC1cxDYYVr0Q04jcTeFbyIwtRnUJoxaMXCcEfKGwgIa7b665LS20Ds4Nf4eTJSplFPtRJwk7dqFvdgilOdvKnIuc3kisB0casXGZKQzwox+p2xWh4AWOlXJgRaHxEy6GiU+jNVgCCpWsmE8zmpXCxqzyHIrMCIfdRXV1ZGUeB8qFzkljJTzgKty5PVuWimbEYiTzFAhoBCUy8GQGBfiFYDJxgXkjDCD4YzRREq4IklPjtEqmJN5jgMbse7O0ouv/tCNdoe1105VMnWbPXVZrlIdg+/WD5CEdpjMSvQYozF+KVo8E8dKESKN5oKJTRVlJDlTNqWKvKox3EmAt0oLmmqAljQde37DgfwklXVdYjMWaszGfRIFCd6WRWOIaJmdNIzUuguAPVud32iFQ9q/NdsHwEkiN2V/HiyTCnEZDAxJsRoE5o8kE3q6+KDJVoCHa7HtZoYFWBkSeFUBTDOXPsLWkGU47DbQ+7hoXV9OwqhJHyqkVyz6iVrXN20MVhd997OHmJ5NiNFnLdWz3caKU+4smoikY7qHmxK1vjqX6iHZcdrI5D8X8oL5EIFJ/d8gZbCYiFE0Dd0lqTbRlPMo9GQAITb0aAbhCFq5yFk3ao2FGI48WiD9cjFc7kHMpKQKTrzao30SzdaAnlSEzCclzR2Ddux4iz6oG0Q7wreiI+uysBVuojGmWPp3ZQ5ZLd/hsLZSleZHog7OYxEcoULQLJsnBXUqNhFNU0NAISmHgzAnRY7ezhCPtoDCirW2OirTxaLVO4nuaaFkrR8jraefWc+mw0V6gisU+4Jg2nYGnp6jGeJrZ48LRZqY9oe99j3SZy+qGUNRb5j4e+Q6wR7mpbuP2rNvSVWm8EbNq0yRg0aJD2s337dp+wZWVlxrx584xbb73VGDZsmDF+/Hjj66+/9otz586dxpw5c4y7777buP76643bb7/dePrpp40ff/zRL6zVOO2GNYzEMAKsEs5grIll7HDD2cVumRJNGEXT6xhoNaOmlYpIpme3jUNR5K0S6uRbU/Ufa+XXKtHOZzzJhXhtEzVf8ZrPuka0jOhI7xpI9L5SZ4yAf/zjH8bKlSt9PsePH/cJO23aNGPo0KHGiy++aLz//vvGgw8+aAwdOtTYsmWLT7innnrKuOWWW4y5c+caH3zwgbFw4UJj5MiRxg033GDs27cvpDjthjWM2mUEhENtGIgqXO61T22vA7vKSrAJMhYKaDwppfEKlZSahX0yPonWdjq2ty91xgj47LPPAobbuXOnMWjQIGPJkiXea6Wlpcadd95pPPjggz5ht23bZpSVlflcO3jwoHHdddcZM2bMCClOO2EFiWgEcFIiJDLEWskPRixXAkIlHvJHJaVmiYc2J/5Eq13Y3r5Y1SOdqAW43W5UVlZq761duxZOpxMDBw70XktNTcWAAQOwY8cOFBQUeK936dIFKSkpPs9nZmaiXbt2OHDgQEhx2gkb78ydC2Rne/6qTJ0K7N/v+UsICZ28PCAry/NXx5gxwL59nr+xQJd+rPMUjHiQT8HalUSWeO+TkWDuXKB5c89HNy9HOi2z+d8O0WqXutDe0SDhjYBZs2Zh+PDhGDZsGCZMmIDvv//e5/6ePXvQpk0buFwun+vnnXceAGDv3r0B4zcMA8ePH0eTJk1CijOc9N1ut6VPeXl5wDJEikATKSe4xCRSgp1EDk5mkSce5BPblUSaqVOBoiLPJ9oGbjwY0iTyJMc6A6GSnJyMPn36oGfPnmjSpAny8/Px1ltvIS8vD9OmTUPHjh0BAEVFRUhLS/N7XlwrLCwMmM4nn3yCwsJC3Hzzzd5rduIMJ/1Ro0YFzJsgNzcXI0aMsBQ2HPLyPAJAN5GOGcPJLVrMnVtd75GuY1mws/1IbYXyidRG8vKAiROr/492WmbzP0lcEtYI6NKlC7p06eL93qtXL/Tt2xf33nsv5s+fj8mTJwMAysrK/Lb4AJ4tOeK+GQcOHMDcuXPRuXNn9O/f33vdTpzhpD9v3jy/FQQduvijASfS2BBNRZ2CvZpoGluEEBJpanJO5vxfO0n47UAymZmZ6N27NzZt2uQ9I5CamqrdLiOUb6GMqxw7dgxPPPEEXC4X8vLykJSU5L1nJ85Q0wcAl8tl6VNTRgCxR6S22kRzKwO3KFTD5W5iFW6jI4TUBmqVEQAALVq0QEVFBUpLSwEA6enpOHbsmF84ca158+Z+906fPo1Jkybh9OnTmDx5sl8YO3GGkj6pHURKqaSiXjPEw75xkhjQYCSE1AZqnRHw008/ITU1FfXr1wcAtG/fHgcPHoTb7fYJt3PnTu99mbKyMjz55JM4ePAgHnvsMbRr184vDTtx2k2f1B6oVCYWNLaIVayOba4YEELimYQ1Ak6cOOF3be/evdiwYQO6d+8Op9NTtL59+6KqqgoffPCBN1x5eTlWrFiBTp06ISMjw3u9srIS06ZNw44dO5CXl4fOnTtr07YTp52wpHZBpZKQ2onVsc0VA0JIPJOwB4OnTZuG1NRUdO7cGc2aNUN+fj6WL1+OevXq4bbbbvOG69SpE/r27Yv58+fjxIkTOOuss7By5UocPXoU48aN84nzpZdewvr163HppZfi1KlTWLVqlc/9fv362Y7TTlhCCCG1Bx68J4TEMw7DMIxYZyIUli1bhtWrV+Pw4cNwu91o2rQpLrzwQuTm5iIzM9MnbFlZGRYsWIBPPvkExcXFyM7OxsiRI9GjRw+fcI888gi2bNlimubbb79tO067YQHP7wMMHz4cixYtsvR2IEIIIYQQQgDremTCGgG1GdF4CxYswLvvvosbb7yRbwCKA8rLy/HGG2+wPeIAtkV8wfaIH9gW8QXbI36oS21h1QhI2DMBdYHy8nK8/vrrNfaLwCQwbI/4gW0RX7A94ge2RXzB9ogf2Bb+0AgghBBCCCGkjkEjgBBCCCGEkDoGjQBCCCGEEELqGDQC6hjvvvsu44sT4r2s8R5fpIn38sZ7fJEmkvmL97qrS21RF+OLNBwb8UOil5dGQB0j3jtsvMcXSeK9rPEeX6SJ9/LGe3yRhopO/BDv5Y33+CINx0b8kOjlpRFACCGEEEJIHSNhfzG4LjBhwgQAwPjx4+F0euy1nJwc5OTkxDJbhBBCCCEkwaEREMc89dRTGDVqFGbOnMlfDiaEEEIIIRGDRkAcIn7EuaSkBIDnl98iRVVVFeMLERFPpOKL57LGe3yRbgsgvssb7/HFe3vEc91FOr54b4u6Fl+8t0c8112k44v3tohkfCIOoU+a4TCChSA1zs8//4xRo0bFOhuEEEIIISRBmTdvHlq0aGF6n0ZAHFJVVYWioiI0aNAADocj1tkhhBBCCCEJgmEYKCkpQXp6uvdMqQ4aAYQQQgghhNQx+IpQQgghhBBC6hg0AgghhBBCCKlj0AgghBBCCCGkjsFXhNYQu3btwsqVK7Fp0yYcPXoUjRs3RqdOnXDLLbegTZs2PmF3796NV155Bdu3bwcAdOrUCaNGjUKHDh18wpWXl+PVV1/FqlWrUFxcjOzsbIwcORLdu3evsXIlKpFuj82bN3t/3E1l+vTp6Ny5c/QKk+Ds378fr7/+Onbv3o1jx46hXr16aNeuHYYNG4ZLL73UJ6ydPs/xERrRaA+Oj9Cw2hYlJSV48803sWvXLuzatQvFxcW47777cMUVV2jj5dgIjWi0B8dGaFhtCztzPVD3xgYPBtcQTz/9NLZv346+ffsiOzsbx48fxzvvvIMzZ85gxowZyMrKAuBROB9++GG0aNECAwcOhGEYePfdd1FcXIxnnnkGZ599tjfO6dOnY+3atRgyZAgyMzPx8ccf4/vvv8eUKVPQtWvXWBU1IYh0ewhBPnjwYJx77rk+afXo0QNNmzat8TImChs3bsTbb7+Nzp07Iz09HaWlpVi3bh22bt2KP/zhDxg4cKA3rJ0+z/ERGtFoD46P0LDaFkeOHMHo0aORkZGB1q1bY/PmzQGNAI6N0IhGe3BshIbVtrA61wvq3NgwSI2wbds2o6yszOfawYMHjeuuu86YMWOG99qkSZOMm266yThx4oT3WmFhoXHjjTcaU6ZM8V7buXOnMWjQIGPJkiXea6Wlpcadd95pPPjgg1EsSe0g0u2xadMmY9CgQcZnn30W/czXASoqKox7773XuOuuu7zX7PR5jo/IEm57cHxEDl1blJWVGUVFRYZhGMauXbuMQYMGGR999JH2eY6NyBJue3BsRA5dW1id6w2jbo4NngmoIbp06YKUlBSfa5mZmWjXrh0OHDjgvbZ161ZcdNFFaNKkifdaeno6unbtii+//NL7K8Jr166F0+n08cqlpqZiwIAB2LFjBwoKCqJcosQm0u0h43a7UVlZGb3M1wGSkpLQokULnD592nvNTp/n+Igs4baHDMdHeOjaIiUlBWlpaZae59iILOG2hwzHRnjo2sLqXA/UzbHBMwExxDAMHD9+HO3atfNeKy8vR7169fzC1qtXDxUVFdi/fz86d+6MPXv2oE2bNnC5XD7hzjvvPADA3r17kZGREd0C1DLCaQ/BrFmzUFJSAqfTia5du2LUqFF+S7xEz5kzZ1BaWgq3243169fjq6++wv/7f//Pe99On+f4CJ9ItoeA4yM0grWFHTg2wieS7SHg2AiNUNpCN9cDdXNs0AiIIZ988gkKCwtx8803e6+dffbZ2LlzJyorK5GUlATAo4ju2rULAFBYWAgAKCoq0noaxDURjlgnnPZITk5Gnz590LNnTzRp0gT5+fl46623kJeXh2nTpqFjx441X6AE48UXX8QHH3wAAHA6nfjlL3+JMWPGeO/b6fMcH+ETyfbg+AiPYG1hB46N8Ilke3BshEcobaGb64G6OTZoBMSIAwcOYO7cuejcuTP69+/vvX7NNdfg73//O/72t7/h+uuvh2EYWLRoEY4dOwYAKCsr8/5Vl7gAz9KVHI5YI9z26NKlC7p06eJ9rlevXujbty/uvfdezJ8/H5MnT67ZAiUgQ4YMQd++fVFUVIRPP/0UVVVVKC8v99630+c5PsInku3B8REewdrCDhwb4RPJ9uDYCA+7bWE21wN1c2zwTEAMOHbsGJ544gm4XC7k5eV5PcwAcPXVV+PGG2/EmjVr8Ic//AFjx47F4cOHMWzYMABA/fr1AXg6pa6ji04qOi0JTiTaQ0dmZiZ69+6NTZs2cZ+nBdq2bYuLL74Y/fv3x+OPP46SkhI8+eSTMP73AjM7fZ7jI3wi2R46OD6sE6wt7MCxET6RbA8dHBvWsdMWgeZ6oG6ODRoBNczp06cxadIknD59GpMnT0bz5s39wtx666145ZVXMHXqVMyePRvPPvust0OL99qmp6d7vdEy4pouXuJPpNrDjBYtWqCiogKlpaVRyX9tpm/fvvj+++9x8OBBAPb6PMdH5AmnPczg+AgNtS3swLERecJpDzM4NkLDrC2szPV1cWzQCKhBysrK8OSTT+LgwYN47LHH/A6lyDRq1Ahdu3ZFdnY2AODbb79FixYtvO+lb9++PQ4ePAi32+3z3M6dO733SWAi2R5m/PTTT0hNTQ24YkD0CO+L6ON2+jzHR+QJpz3M4PgIDbUt7MCxEXnCaQ8zODZCQ9cWVuf6ujg2aATUEJWVlZg2bRp27NiBvLw8W78C+Omnn+L777/HkCFD4HR6mqxv376oqqryHogBPAdWV6xYgU6dOtW6E+yRJtLtceLECb9we/fuxYYNG9C9e3dvOOLP8ePH/a5VVFRg5cqVSE1NRdu2bQHY6/McH6ETjfbg+AgNq21hB46N0IlGe3BshIbVtrAz19fFscGDwTXESy+9hPXr1+PSSy/FqVOnsGrVKp/7/fr1AwBs2bIFCxcuRPfu3dG4cWPs3LkTK1asQI8ePTBkyBBv+E6dOqFv376YP38+Tpw4gbPOOgsrV67E0aNHMW7cuBotWyIS6faYNm0aUlNT0blzZzRr1gz5+flYvnw56tWrh9tuu61Gy5Zo/N///R/cbjcuuOACpKen4/jx4/jkk0/w448/4o477kCDBg0A2OvzHB+hE4324PgIDattAQDvvPMOTp8+7X2DyYYNG7z/Dxo0CA0bNgTAsREO0WgPjo3QsNoWVud6oG6ODYcRqZMsJCCPPPIItmzZYnr/7bffBgAcPnwYc+bMwQ8//ICSkhK0atUK/fv3x7XXXut3ar2srAwLFizAJ598guLiYmRnZ2PkyJHo0aNHVMtSG4h0eyxbtgyrV6/G4cOH4Xa70bRpU1x44YXIzc1FZmZm1MuTyKxZswYfffQR9u3bh1OnTqFBgwY455xzMGjQIPTq1csnrJ0+z/ERGtFoD46P0LDTFnfccQeOHj2qjeeFF15Aq1atvN85NkIjGu3BsREaVtvC6lwvqGtjg0YAIYQQQgghdQxuNiOEEEIIIaSOQSOAEEIIIYSQOgaNAEIIIYQQQuoYNAIIIYQQQgipY9AIIIQQQgghpI5BI4AQQgghhJA6Bo0AQgghhBBC6hg0AgghhBBCCKljJMc6A4SQusXgwYNthW/ZsiVefPFF7y8/qr9+Whs5c+YMvvnmG3z55ZfYtm0bjh49CqfTibPOOgt9+vTBtddeiwYNGliK69FHH8V3330HAJg3bx5atGjhc3/z5s2YMGGC6fOdOnXCjBkzgqazZcsWTJgwAYZhYMCAARg3bpw23K5du/Dmm29i+/btOHHiBOrXr4+srCwMGDAAl19+ORwOh0/4FStW4Ouvv8bevXtx/PhxnDlzBk2aNEHnzp0xdOhQnH/++dq8rFq1Crt370ZRURGKi4tRv359tG/fHldccQX69evnl04g1D6bl5eHvn37er8/++yzWLlypd9zLpcLbdu2xWWXXYZrrrkGSUlJfmWbNWsW+vfvj/vvv9/v+R9//BETJ05EUVERBg4ciHvuuQcOh8M7Fp566il069bNG179dVSn04kGDRqgSZMmyM7OxkUXXYTf/OY3aNiwoeWyW0GUX81PvDFu3Djs3bvX+z03NxcjRoyIYY4IiS00AgghNUr//v39rm3fvh2HDx9G+/bt0b59e597TZo0qamsxQ2rV6/G888/DwBo27YtLr30UpSUlGD79u147bXXsGbNGjz99NNo1qxZwHhWrFiB7777Dg6HA8F+HP6ss85Cly5dtNeDUV5e7s1vINauXYtp06ahqqoKHTt2xPnnn4+TJ09i69at2LZtG7799ls8+OCDPs+8++672Lt3L7KysnD++ecjJSUFBw8exLp16/D555/j7rvvxtVXX+3zzPr16/Hhhx+iTZs26NChAxo1aoTCwkJs3boVmzdvxldffYWHHnooaH5l6tevjz59+gDwGKY6unTp4q2vqqoqHD16FDt27MDOnTvx1Vdf4fHHH7dsfBw4cAATJ07EsWPHcM0112DMmDGWn+3Ro4e3b5SUlODnn3/Gl19+ic8//xz//ve/8fvf/x5XXHGFpbhqE5deeinat2+Pw4cPY/v27bHODiExh0YAIaRG0Xk8n332WRw+fBi9e/c29czdf//9KC0tRfPmzaOdxZiTnJyMq666CkOHDkXbtm2914uKijB58mTs2bMH//rXvwIqsidOnMBLL72E7t274+DBgzh69GjANLt06aJtGyssWrQIhw4dwoABA/Dhhx9qw1RWVmLu3LmoqqrCAw88gN/85jfeewcOHMDDDz+M1atX48orr8SFF17ovTdmzBi0bdsWLpfLJ77169fjqaeewgsvvIA+ffqgadOm3nsDBgzAtdde69dXDh06hEceeQRr1qzBZZddhksvvdRyGZs0aRK0fq688ko/5fr7779HXl4evvrqK3z++edeQyIQ+fn5mDhxIo4fP47Bgwfj97//veV8AsANN9zg55E/ffo0li5dikWLFmHWrFmorKzEVVddZSveRGfkyJEAPMYxjQBCeCaAEJIgtGzZEm3btkVycu33XVx++eUYO3asjwEAAOnp6bj77rsBAJ9//jnKy8tN4/jXv/6F0tJSb/hosX//fixZsgQDBgzQriQIfvzxRxw/fhxt2rTxMQAAz2qHuPb999/73OvUqZOfAQAAvXr1Qrdu3VBWVoYdO3b43GvXrp3WWMzMzMQ111wDANi0aZOV4oXNueee6906tHXr1qDh9+/f7zUArr32WtsGgBkNGzbEiBEj8Mc//hEA8M9//hPHjh2LSNyEkMSk9s+mhJBagdmZgMGDB6Nly5b45z//iTfeeAMrV65EYWEhWrZsieuvv97rmf3uu++waNEi7N69G06nE5deeilGjx6t3W5UWVmJ5cuXY+XKlcjPz0dlZSXatGmDyy+/HIMGDfLb212TZGdnA/BswTl16hTS09P9wnz11VdYvXo1Ro4caWk7T6gYhoH/+7//Q8OGDXH77bdj/fr1pmFTUlIsxdm4cWPL6Yt2sGMYhvJMuIhVisrKyoDhhAFw4sQJDBs2DKNGjYp4Xvr164cPPvgA27Ztw4cffojhw4dbfvajjz7C22+/jYMHD8LlcqFHjx64/fbbTcNv3boVn376KbZu3YqCggKUl5cjIyMDvXv3xg033IBGjRp5w65duxZTp07Fr3/9a9MVrueffx7Lly/Hfffd5x3XJ06cwFtvvYUNGzagoKAATqcTzZo1Q6dOnTBo0CCcd955lstHSF2DRgAhpFbw17/+FZs2bUK3bt3QunVrbNmyBbNmzQIANGjQANOnT0enTp3Qo0cP7NixA6tWrcKRI0cwdepUn73WpaWleOKJJ7Bp0yY0btwYnTp1QmpqKnbt2oUXXnjBe5DW6YzNQuqRI0cAeJRYncJ85swZ/P3vf8fZZ5+NYcOGWY738OHD+Pe//41Tp06hSZMmOP/889GjR4+A5Xzvvfewfft23H///UGV91atWuGss87CwYMH8cknn/htB/rkk0/QqFEj/PKXv7SU3++++w6bNm1Co0aN0KlTJ0vPFBQU4P333wcA9OzZ09IzkWD37t0A4LeyI7N37148+uijOHnyJG688UbceuutUcvPr3/9a2zbtg2bNm2ybAS8/PLLWLJkCZKTk9GtWze4XC58/fXX2Lx5s985HsG8efOwd+9e76HksrIy7NmzB0uWLMGXX36JGTNmeA+49+rVC2lpafj8889x8uRJP+O8pKQEa9asgcvlwq9+9SsAgNvtxgMPPIAjR46gRYsWuPjii5GUlISCggJ8+umnaN26NY0AQgJAI4AQkvAcPXoUDRo0wD/+8Q+v13XTpk2YOHEiXnnlFZSXl2PixIn4xS9+AcCjPDz00EPYtm0bNm/e7LMH/aWXXsKmTZvw//7f/8Mf/vAH75tU3G43pk+fjvXr12P58uV+h1FrimXLlgHwHP7UeddfffVVHD16FE899ZRl7zvgOZyt7pPOzs7GI488gszMTL/whYWFmD9/Pi688ELtYW+VpKQk/PGPf8QTTzyBZ555Bv/973+RmZmJEydOYOvWrWjbti3++Mc/mhoTK1aswObNm1FeXo7Dhw9j9+7daNiwIR566CEfj7LMjh078P7776OqqgpFRUXYtm0bqqqqMHLkSFxwwQUWaiV0KisrUVBQgHfeeQdbtmxBixYt0K9fP23YgwcPYuLEiTh16hSGDx/u3bseLYTS/uOPP1oKv2PHDrz55pto2LAhpkyZgo4dOwLwKOZ/+ctfsGHDBu1zN910E7p06eLzNqLy8nL84x//wPLly/Hf//4Xubm5ADxG7RVXXIE33ngDq1atwtChQ33iWrNmDUpKSnD11Vejfv36AIB169bhyJEj6NWrl59hfuLECRw/ftxahRBSR+GZAEJIreDOO+/0ORx64YUXokOHDigqKsIll1ziNQAAz6sbxaFI+ZWKx48fx4cffogWLVrgvvvu81FeXC4Xxo0bh+TkZLz33ns1UCJ/Nm7ciI8++gjJyclaRXH37t1YtmwZ+vfvb/lVjS6XC8OGDcOMGTPw2muv4bXXXsNf/vIXdOrUCfv27cOf//xnnD592u+5uXPnoqyszNaZg/PPPx9PP/00WrdujR9++AGffvopNm3aBIfDgYsvvhitW7c2fXbbtm1YuXIlPv30U+zevRuNGzfGuHHj0KNHD9NnDh8+jJUrV+KTTz7Bpk2bUFVVhREjRthaIbHDrFmzMHjwYAwePBjXXnst7rzzTixduhSXXXYZZsyYoT3bAAA7d+7EqVOncN5550XdAACq37hVXFxsKfz7778PwzAwePBgrwEAeFbY7rrrLtO3FvXs2dPvdaQpKSm48847kZSU5Ld9bODAgXA6nVi+fLlfXB999BEA+BxmPnHiBADPWFdXrJo2bYqsrCxL5SOkrsKVAEJIwpOcnKz17LZu3Rp79uxB9+7dtfcAzxt3BJs3b0ZFRQUuueQS1KtXz++ZtLQ0ZGZmYv/+/SgtLdWGiRYHDhzAM888A8MwMGrUKL8tGJWVlZg9ezYaNmyI3/3ud5bj7dixo49iBwAXXXQRLrjgAkycOBFbt27Fe++9hxtvvNF7f926dfjiiy9w00034eyzz7ac1urVqzFr1ix06tQJDz30ENq1a4eioiK8+eab+O9//4vNmzdj+vTp2hWMcePGYdy4cSgpKcHBgwexZMkSPP3007jqqqswduxYbXr9+vVDv379UF5ejqNHj2LlypVYuHAhvvzyS0yaNMl0BSFU5FeEAsCxY8ewe/dufPbZZ2jUqJFX+VXp0KEDDh06hF27duHll18OuM8+EgR7XayKOND861//2u9eu3bt0L59e+zZs0f7bGFhITZs2IAff/wRbrcbVVVVADxj9tChQz5hW7ZsiR49emDjxo3Yvn2796D5vn37sHPnTpxzzjk+ffWcc84BALz55pto1qwZevbsaWpoEUL8oRFACEl4mjVrplWuxLYB3ZtixF5k+Q074jWay5cv13ojZYqLiwMaAeIVnSpXXnklunbtGjBulcLCQkyaNAnFxcW49tprMWTIEL8wy5Ytw549ezBu3DifFZFQSUpKwvXXX4+tW7fi66+/9hoBbrcb//jHP5CZmYnf/va3luM7dOgQnnvuOTRt2hSPPfaYt/4zMzMxduxYFBUV4csvv8RHH33kfYOPjgYNGuCcc87Bww8/jPLycixfvhzdu3f3+fEulZSUFLRp0wa33HILGjdujBdffBGvvvoq7rrrLsv5t4LuFaFiG9m7776LRo0aaT392dnZGDVqFJ544gksWbIEDRo0sHVg1y4nT54EYP0QtjCUMzIytPdbtmypNQL++9//4t///jcqKios5+3qq6/Gxo0bsXz5cq8RIMai+krTiy66CEOHDsWyZcswffp0JCUloWPHjrj44osxYMCAgCtLhBAaAYSQWkCwQ7pWD/EKL2WHDh28b+ExI9jbZc6cOaP9Fdlu3brZMgJOnTqFP//5zzh69CiuuOIKUy//hg0b4HA48PHHH/ulK14FOXXqVKSkpOCGG27AJZdcEjRtcRZAfpXkDz/8gKKiIrRs2RKPPfaYNp2NGzfikUceQVpaGv70pz8B8OzprqioQI8ePbS/dvyrX/0KX375JbZu3RrQCJD5zW9+g/Xr12P9+vUBjQCZfv364cUXX8QXX3wRcSNAh8vlwu23346NGzfinXfeMd3uc/HFF+Phhx/G008/jQULFqBBgwZaYy8SCIU90EHlcNmxYwdefPFFNGzYEGPHjkW3bt2QlpbmXeW57bbbfFbhBJdccglatGiBzz77DL///e+RnJyMTz75BA0aNNCuRIwePRoDBw7E+vXr8e2332L79u3eX6V+8MEHLfcLQuoiNAIIIeR/tGjRAoBn73q4CmKrVq3w9ttvhxVHSUkJJk2ahAMHDuCXv/wlxo4dG/BXYw3DCPgu+p07dwLw/A6BFcSecd2Kx9GjR01/gOzYsWM4duyYzy/r/vzzzwDgt0dcIK5b3acOVO9tF3vDrdCoUSM4nU6vN7wmEK+0PX36NE6cOGG6UtOrVy/cf//9mDlzJl544QW4XK6o/LLvp59+CgA+B+IDkZaWhqNHj6KgoEBrOOj6wRdffAEAuOWWW/z6W2lpqelvFCQlJeGqq67Cq6++ik8++QQulwvFxcW48sorTbf6nH322Tj77LNx/fXXo6ysDO+88w7mzZuHOXPm0AggJAA0Aggh5H+IA4YbNmzAHXfcEdMfJisvL8df/vIX7Nq1Cz169MBDDz0U8PcJnn76adN7d9xxB44ePYp58+Z5DR0rrFu3DgB89mF369bN1LhZsWIFZs2ahQEDBmDcuHE+99LS0gD4/xiYQFyXDYdgiEPddn4LQbwhqCa3iojXujocjqDnSC677DKcOXMGzz//PGbPno369et7X4kZCVauXInt27ejXr16uPLKKy0907VrVxw9ehSfffaZ920+ggMHDmDv3r1+zwhjTrcVb+3atQHPJVx55ZVYuHAhli9f7lX8rf66cWpqKoYNG4alS5eiqKgIx48fR7NmzSw9S0hdg28HIoSQ/9G8eXMMGDAAR48exfTp07XeykOHDmHt2rVRzUdlZSWmT5+OTZs2oWvXrnjkkUdsve7TDkuXLkVBQYHPNcMw8P7772Pp0qVwOByWt+cEolevXgDgPWgss2PHDixduhQAfDy3Bw4cwKeffur3y8iGYWDNmjVYsmQJHA6H3ytK33zzTe2Kwq5duzB79mwAiIqHXYfb7ca8efMAABdccIH3nEogrrrqKowePRpVVVV45plnsHHjxrDzcfr0abz++uve384YM2aM5bMj4nW4S5cu9VH4z5w5g3/+859ahV5sJfvoo498zgTk5+fj5ZdfDpheeno6Lr30UuzZswdbtmxBdna29n3/n3/+ud+vRQOet2QdP34cDRo0MF15IoRwJYAQQny48847ceTIEaxbtw5ff/012rdvj4yMDJSWliI/Px+HDx9Gr169orrN4N1338Xnn38OwLPlZc6cOdpwv/vd78I+BLxs2TK89NJL6NixI1q1aoXy8nLs27cPR44cgdPpxO9//3vvW1jC4ZxzzsF1112Ht956C3PmzMG7776Ltm3boqioCDt37kRVVRWuuuoqXHzxxd5njh8/jmnTpqFhw4bo2LEj0tLScPr0aeTn5+Po0aNwOp244447/BTEefPm4ZVXXkHHjh3RsmVLVFRU4KeffvIqsL/61a+ist/+ww8/xObNm33y//3333t/gG3MmDGW4xo6dChKSkrw6quv4umnn8akSZP8XvtqtjXsP//5D1asWAHAo6gXFhbihx9+QEVFBVwuF+666y5Lv+0g6NKli7ftxo8fjwsvvBAulwtbtmxBSkoKLr30Ur/fCrjiiivw3//+Fxs2bMCYMWNw7rnnori4GFu2bEGvXr3w/fffm24nAzyGhxgDAwcO1IbZsmULli1bhubNm6NDhw5wuVwoKirC1q1bva+DjZbxTEhtgEYAIYRI1KtXD5MmTcLq1avx8ccfY+/evfj+++/RpEkTtGzZEv369dMeUIwkshdbKEI6RowYEbYRcO211+Kbb75Bfn4+Dhw4gIqKCqSnp+M3v/kNBg8eHNFfXP3d736HLl264P3338fu3btx8OBBNGjQABdccAGuvPJKXHbZZT7h27Vrh5tvvhmbN2/GoUOHsH37djgcDrRo0QIDBgzANddcozVQ7rrrLmzatAl79+7F/v37UVFRgaZNm6JXr164/PLLLf8qsV3UH1xLTU1Fq1atcPnll2PYsGHeLVFWuemmm1BSUoI333wTTz75JJ588kl06tTJuzJitqrw9ddfA/AciG/QoAEaN26MX/ziF7jooovQr1+/kF6j+bvf/Q5t2rTBO++8g82bN6Nhw4a4+OKLcfvtt2P+/Pl+4Zs0aYKZM2fi5ZdfxpYtW7Bhwwa0atUKN998M6677jr8/ve/D5he165dkZycDKfT6dcvBJdffjmcTie2bt2K77//HqdPn0ZaWhp69uyJIUOG4KKLLrJdTkLqEg7D7guDCSGEkDrE4MGD0bJlS7z44ouxzgoAz2Hb48ePY8GCBRF5HWw8snr1asyYMQP9+/fH/fffH9G4xdmV3NxcjBgxIqJxE5JIcCWAEEIICcLJkyfx7LPPAgAGDRqEc889Nyb5+PTTT3H8+HG0bdu21hoAFRUVWLJkCQAgJycnYvEuWLAABQUFOHz4cMTiJCSRoRFACCGEBEH+3YdLL720xo2AF198Ebt378a2bdsAwO8tPbWB9evX44svvsCuXbuQn5+P3r17R3Q72oYNG7RvMiKkrsLtQIQQQkicc8cdd+DEiRPIzs7GsGHD0KdPn1hnKeK89tpreP3119GoUSNccskluOuuuyz/qjEhxD40AgghhBBCCKlj8HcCCCGEEEIIqWPQCCCEEEIIIaSOQSOAEEIIIYSQOgaNAEIIIYQQQuoYNAIIIYQQQgipY9AIIIQQQgghpI5BI4AQQgghhJA6Bo0AQgghhBBC6hg0AgghhBBCCKlj/H9Eh49yIU36eQAAAABJRU5ErkJggg==","text/plain":["<Figure size 848.5x400 with 1 Axes>"]},"metadata":{},"output_type":"display_data"}],"source":["lc = sector_data.download()\n","lc.plot(color = 'blue', marker = '.', lw = 0)"]},{"cell_type":"code","execution_count":null,"metadata":{"cell_id":"3c0bfa828b154bd1b1a75db60f2b7702","deepnote_cell_type":"code","deepnote_to_be_reexecuted":false,"execution_millis":10017,"execution_start":1703071109721,"source_hash":null},"outputs":[{"data":{"text/plain":["<Axes: xlabel='Time - 2454833 [BKJD days]', ylabel='Flux [$\\\\mathrm{e^{-}\\\\,s^{-1}}$]'>"]},"execution_count":48,"metadata":{},"output_type":"execute_result"},{"data":{"image/png":"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","text/plain":["<Figure size 848.5x400 with 1 Axes>"]},"metadata":{},"output_type":"display_data"}],"source":["%matplotlib inline\n","bin_time = 15/24/60\n","lc_collection_binned = lc.bin(bin_time)\n","lc_collection_binned.plot(color = 'gold', lw = 0, marker = '.')"]},{"cell_type":"code","execution_count":null,"metadata":{"cell_id":"4cde44a1d1574b6eb043e9a553cfe76f","deepnote_cell_type":"code","deepnote_to_be_reexecuted":false,"execution_millis":6,"execution_start":1703071183953,"source_hash":null},"outputs":[],"source":["period = 13\n","t0 = 303"]},{"cell_type":"code","execution_count":null,"metadata":{"cell_id":"9ab0cd005d3f4b03ba300afd0db7820b","deepnote_cell_type":"code","deepnote_to_be_reexecuted":false,"execution_millis":100,"execution_start":1703071196590,"source_hash":null},"outputs":[{"data":{"text/plain":["<Axes: xlabel='Phase [JD]', ylabel='Flux [$\\\\mathrm{e^{-}\\\\,s^{-1}}$]'>"]},"execution_count":54,"metadata":{},"output_type":"execute_result"},{"data":{"image/png":"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","text/plain":["<Figure size 800x400 with 1 Axes>"]},"metadata":{},"output_type":"display_data"}],"source":["lc_phased = lc.fold(period = period, epoch_time = t0)\n","%matplotlib inline\n","fig, ax = plt.subplots(figsize = (8, 4))\n","lc_phased.plot(ax = ax, linewidth = 0, marker = 0, color = 'pink', markersize = 1, alpha = 0.8)"]},{"cell_type":"code","execution_count":null,"metadata":{},"outputs":[{"name":"stderr","output_type":"stream","text":["/Users/buyer/Desci/sailorsComponents/api/.venv/lib/python3.9/site-packages/lightkurve/search.py:424: LightkurveWarning: Warning: 45 files available to download. Only the first file has been downloaded. Please use `download_all()` or specify additional criteria (e.g. quarter, campaign, or sector) to limit your search.\n","  warnings.warn(\n"]},{"name":"stdout","output_type":"stream","text":["Failed to upload phased.png to Supabase. Status code: 400\n"]},{"data":{"image/png":"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","text/plain":["<Figure 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","text/plain":["<Figure size 848.5x400 with 1 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","text/plain":["<Figure size 800x400 with 1 Axes>"]},"metadata":{},"output_type":"display_data"}],"source":["def upload_to_supabase(anomaly_id, image_bytes):\n","    supabase_url = 'https://hlufptwhzkpkkjztimzo.supabase.co'\n","    supabase_key = 'eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJzdXBhYmFzZSIsInJlZiI6ImhsdWZwdHdoemtwa2tqenRpbXpvIiwicm9sZSI6ImFub24iLCJpYXQiOjE3MTYyOTk3NTUsImV4cCI6MjAzMTg3NTc1NX0.v_NDVWjIU_lJQSPbJ_Y6GkW3axrQWKXfXVsBEAbFv_I'\n","    bucket_name = 'anomalies'\n","    folder_name = str(anomaly_id)\n","    file_name = 'phased.png'\n","\n","    supabase: Client = create_client(supabase_url, supabase_key)\n","\n","    with open(filepath, 'rb') as f:\n","        supabase.storage.from_(\"anomalies\").upload(file=f,path=path_on_supastorage, file_options={\"content-type\": \"audio/mpeg\"})\n","\n","# Define TIC and anomalyId\n","TIC = 'Kepler-69'\n","anomalyId = 1  # Replace with your anomaly ID\n","\n","# Search and download lightcurve data\n","sector_data = lk.search_lightcurve(TIC)\n","lc = sector_data.download()\n","\n","# Plot original lightcurve\n","lc.plot(color='blue', marker='.', lw=0)\n","\n","# Bin the lightcurve data\n","bin_time = 15 / 24 / 60\n","lc_binned = lc.bin(bin_time)\n","lc_binned.plot(color='gold', lw=0, marker='.')\n","\n","# Fold the lightcurve\n","period = 13\n","t0 = 303\n","lc_phased = lc.fold(period=period, epoch_time=t0)\n","\n","# Plot phased lightcurve\n","fig, ax = plt.subplots(figsize=(8, 4))\n","lc_phased.plot(ax=ax, linewidth=0, marker='o', color='pink', markersize=1, alpha=0.8)\n","\n","# Save the phased plot to a BytesIO object\n","img_bytes = BytesIO()\n","plt.savefig(img_bytes, format='png')\n","img_bytes.seek(0)\n","\n","# Upload phased plot image to Supabase\n","upload_to_supabase(anomalyId, img_bytes)"]},{"cell_type":"code","execution_count":null,"metadata":{},"outputs":[{"name":"stderr","output_type":"stream","text":["/Users/buyer/Desci/sailorsComponents/api/.venv/lib/python3.9/site-packages/lightkurve/search.py:424: LightkurveWarning: Warning: 89 files available to download. Only the first file has been downloaded. Please use `download_all()` or specify additional criteria (e.g. quarter, campaign, or sector) to limit your search.\n","  warnings.warn(\n"]},{"data":{"image/png":"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","text/plain":["<Figure 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","text/plain":["<Figure 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aeeqlCXpUuXqmfPnoqOjlafPn304Ycf+ow3DEOPPfaYUlJSFBMTo4yMDO3evdu+lQEAAICQ0ujCdfv27TVz5kxt2LBB69ev18UXX6wxY8boq6++kmT+kMrIkSP1yCOPVPr+r7/+Wm63Wy+++KK++uorzZkzR/Pnz/eZvqCgQCNGjFDHjh21YcMGzZo1S48//rgWLFjgmeaLL77QtddeqwkTJmjTpk0aO3asxo4dq+3bt3umeeqpp/Tcc89p/vz5Wrt2rVq2bKnMzEydOHGintYOAAAAGrOQ+IXG1q1ba9asWZowYYJn2OrVq3XRRRcpLy9P8fHx1b5/1qxZmjdvnr755htJZu/4o48+qpycHEVFRUmSHn74Yb399tv6+uuvJUlXX321jh07pvfff99TzuDBg9WvXz/Nnz9fhmEoNTVVDzzwgB588EFJUn5+vpKSkvTKK6/ommuuCXj5Av3FHwAAAARHoHmt0fVceysrK9PixYt17Ngxpaen17qc/Px8tW7d2vM6KytLw4YN8wRrScrMzNTOnTuVl5fnmSYjI8OnnMzMTGVlZUmSvv32W+Xk5PhMExcXp0GDBnmmqUpxcbEKCgp8/gAAABD6GmW43rZtm2JjY+V0OnXHHXdo2bJl6tWrV63K2rNnj55//nndfvvtnmE5OTlKSkrymc56nZOTU+003uO931fZNFWZMWOG4uLiPH9paWm1WDIAAAA0No0yXPfo0UObN2/W2rVrdeedd2r8+PHasWNHjcs5cOCARo4cqXHjxmnixIn1UNPamTx5svLz8z1/+/fvD3aVAAAAYIOIYFegMlFRUerataskacCAAVq3bp3mzp2rF198MeAysrOzddFFF+m8887z+aKiJCUnJ+vQoUM+w6zXycnJ1U7jPd4alpKS4jNNv379qq2b0+mU0+kMeFkAAAAQGhplz7U/t9ut4uLigKc/cOCALrzwQg0YMEALFy5UWJjvYqanp+vTTz9VSUmJZ9jKlSvVo0cPJSQkeKZZtWqVz/tWrlzpufe7U6dOSk5O9pmmoKBAa9eurdP94QAAAAhdja7nevLkyRo1apQ6dOigwsJCLVq0SKtXr9by5cslmfc65+TkaM+ePZLM+7NbtWqlDh06qHXr1p5g3bFjRz399NPKzc31lG31Nl933XV64oknNGHCBD300EPavn275s6dqzlz5nimveeee3TBBRdo9uzZGj16tBYvXqz169d7esEdDofuvfdePfnkk+rWrZs6deqkKVOmKDU1VWPHjm2gtQUAAIBGxWhkbr31VqNjx45GVFSUkZiYaAwfPtxYsWKFZ/zUqVMNSRX+Fi5caBiGYSxcuLDS8f6LumXLFuP88883nE6n0a5dO2PmzJkV6rJkyRKje/fuRlRUlNG7d2/jgw8+8BnvdruNKVOmGElJSYbT6TSGDx9u7Ny5s8bLnJ+fb0gy8vPza/xeAAAA1L9A81pIPOe6qeM51wAAAI1bk3jONQAAABBKCNcAAACATQjXAAAAgE0I1wAAAIBNCNcAAACATQjXAAAAgE0I1wAAAIBNCNcAAACATQjXAAAAgE0I1wAAAIBNCNcAAACATQjXAAAAgE0I1wAAAIBNCNcAAACATQjXAAAAgE0I1wAAAIBNCNcAAACATQjXAAAAgE0I1wAAAIBNCNcAAACATQjXAAAAgE0I1wAAAIBNCNcAAACATQjXAAAAgE0I1wAAAIBNCNcAAACATQjXAAAAgE0I1wAAAIBNCNcAAACATQjXAAAAgE0I1wAAAIBNCNcAAACATQjXAAAAgE0I1wAAAIBNCNcAAACATQjXAAAAgE0I1wAAAIBNCNcAAACATQjXAAAAgE0I1wAAAIBNCNcAAACATQjXAAAAgE0I1wAAAIBNCNcAAACATQjXAAAAgE0I1wAAAIBNCNcAAACATQjXAAAAgE0I1wAAAIBNCNcAAACATQjXAAAAgE0I1wAAAIBNCNcAAACATQjXAAAAgE0I1wAAAIBNCNcAAACATQjXAAAAgE1qFa7ffffdGv8dP348oLLnzZunvn37yuVyyeVyKT09XR999JFn/IIFC3ThhRfK5XLJ4XDoyJEjFcr4+eefdf3118vlcik+Pl4TJkzQ0aNHfabZunWrhg4dqujoaKWlpempp56qUM7SpUvVs2dPRUdHq0+fPvrwww99xhuGoccee0wpKSmKiYlRRkaGdu/eHdByAgAAoOmJqM2bxo4dW6PpHQ6Hdu/erc6dO59y2vbt22vmzJnq1q2bDMPQq6++qjFjxmjTpk3q3bu3ioqKNHLkSI0cOVKTJ0+utIzrr79eBw8e1MqVK1VSUqJbbrlFt912mxYtWiRJKigo0IgRI5SRkaH58+dr27ZtuvXWWxUfH6/bbrtNkvTFF1/o2muv1YwZM3TZZZdp0aJFGjt2rDZu3KgzzzxTkvTUU0/pueee06uvvqpOnTppypQpyszM1I4dOxQdHV2jdQQAAIAmwKgFh8NhHDp0KODpY2Njjb1799ZmVoZhGEZCQoLx0ksv+Qz75JNPDElGXl6ez/AdO3YYkox169Z5hn300UeGw+EwDhw4YBiGYbzwwgtGQkKCUVxc7JnmoYceMnr06OF5fdVVVxmjR4/2KXvQoEHG7bffbhiGYbjdbiM5OdmYNWuWZ/yRI0cMp9NpvPHGGzVavvz8fEOSkZ+fX6P3AQAAoGEEmtdqdVvI+PHjFRMTE/D0N9xwg1wuV43nU1ZWpsWLF+vYsWNKT08P6D1ZWVmKj4/XwIEDPcMyMjIUFhamtWvXeqYZNmyYoqKiPNNkZmZq586dysvL80yTkZHhU3ZmZqaysrIkSd9++61ycnJ8pomLi9OgQYM801SluLhYBQUFPn8AAAAIfbUK1wsXLlSrVq0Cnn7evHk67bTTAp5+27Ztio2NldPp1B133KFly5apV69eAb03JydHbdu29RkWERGh1q1bKycnxzNNUlKSzzTW61NN4z3e+32VTVOVGTNmKC4uzvOXlpYW0LIBAACgcWuUTwvp0aOHNm/erLVr1+rOO+/U+PHjtWPHjmBXyzaTJ09Wfn6+52///v3BrhIAAABsYFu4tm65sENUVJS6du2qAQMGaMaMGTrrrLM0d+7cgN6bnJysw4cP+wwrLS3Vzz//rOTkZM80hw4d8pnGen2qabzHe7+vsmmq4nQ6PU9Dsf4AAAAQ+mwL1+PGjbOrqArcbreKi4sDmjY9PV1HjhzRhg0bPMP+9a9/ye12a9CgQZ5pPv30U5WUlHimWblypXr06KGEhATPNKtWrfIpe+XKlZ57vzt16qTk5GSfaQoKCrR27dqA7w8HAABA01KjR/FdddVVlQ43DEM///yzLRWaPHmyRo0apQ4dOqiwsFCLFi3S6tWrtXz5cknmvc45OTnas2ePJPP+7FatWqlDhw5q3bq1zjjjDI0cOVITJ07U/PnzVVJSorvuukvXXHONUlNTJUnXXXednnjiCU2YMEEPPfSQtm/frrlz52rOnDmeetxzzz264IILNHv2bI0ePVqLFy/W+vXrtWDBAknm4wXvvfdePfnkk+rWrZvnUXypqak1flQhAAAAmoiaPIIkISHBeP/9943Vq1f7/H3yySdG27Zt6/J0E49bb73V6NixoxEVFWUkJiYaw4cPN1asWOEZP3XqVENShb+FCxd6pvnpp5+Ma6+91oiNjTVcLpdxyy23GIWFhT7z2bJli3H++ecbTqfTaNeunTFz5swKdVmyZInRvXt3Iyoqyujdu7fxwQcf+Ix3u93GlClTjKSkJMPpdBrDhw83du7cWeNl5lF8AAAAjVugec1hGIYRaBC/4oordO+992rYsGEVxl1yySVauXKlPYm/mSkoKFBcXJzy8/O5/xoAAKARCjSv1Shco34QrgEAABq3QPNanb7QeKrnOQMAAADNSZ3C9YgRI+yqBwAAABDy6hSuuaMEAAAAKFencO1wOOyqBwAAABDyGuXPnwMAAAChiHANAAAA2KRO4To8PNyuegAAAAAhr07hetOmTXbVAwAAAAh5db4t5Pjx4yoqKvK8/v777/Xss89qxYoVdS0aAAAACCl1DtdjxozRa6+9Jkk6cuSIBg0apNmzZ2vMmDGaN29enSsIAAAAhIo6h+uNGzdq6NChkqQ333xTSUlJ+v777/Xaa6/pueeeq3MFAQAAgFBR53BdVFSkVq1aSZJWrFihK664QmFhYRo8eLC+//77OlcQAAAACBV1Dtddu3bV22+/rf3792v58uWen0Q/fPiwXC5XnSsIAAAAhIo6h+vHHntMDz74oE4//XQNGjRI6enpksxe7P79+9e5ggAAAECocBiGYdS1kJycHB08eFBnnXWWwsLMvP7ll1/K5XKpZ8+eda5kU1dQUKC4uDjl5+fT2w8AANAIBZrXIuyYWXJyspKTk32GnXvuuXYUDQAAAIQMfv4cAAAAsAnhGgAAALBJncJ1Tk6OXfUAAAAAQl6dwrX12D0AAAAAdQzXNjxoBAAAAGgy6hSuHQ6HXfUAAAAAQh5faAQAAABsQrgGAAAAbFKncB0eHm5XPQAAAICQV6dwvWnTJrvqAQAAAIQ8bgsBAAAAbGJLuP7ss890ww03KD09XQcOHJAkvf766/r3v/9tR/EAAABASKhzuH7rrbeUmZmpmJgYbdq0ScXFxZKk/Px8TZ8+vc4VBAAAAEJFncP1k08+qfnz5+svf/mLIiMjPcOHDBmijRs31rV4AAAAIGTUOVzv3LlTw4YNqzA8Li5OR44cqWvxAAAAQMioc7hOTk7Wnj17Kgz/97//rc6dO9e1eAAAACBk1DlcT5w4Uffcc4/Wrl0rh8Oh7Oxs/e1vf9ODDz6oO++80446AgAAACEhoq4FPPzww3K73Ro+fLiKioo0bNgwOZ1OPfjgg7r77rvtqCMAAAAQEhyGYRh2FHTy5Ent2bNHR48eVa9evRQbG2tHsc1CQUGB4uLilJ+fL5fLFezqAAAAwE+gea1Wt4Vs3bpVbrfbZ1hUVJR69eqlc889t0Kw/uqrr1RaWlqbWQEAAKApyc2Ttu4y/22CahWu+/fvr59++ing6dPT07Vv377azAoAAABNycFcKf+o+W8TVKt7rg3D0JQpU9SiRYuApj958mRtZgMAAICmJiXR998mplbhetiwYdq5c2fA06enpysmJqY2swIAAEBTkphg/jVRtQrXq1evtrkaAAAAQOir83OuAQAAAJgI1wAAAIBNCNcAAACATQjXAAAAgE0I1wAAAIBN6hyuP/nkkyrHvfjii3UtHgAAAAgZdQ7XI0eO1O9//3uVlJR4hv3444+6/PLL9fDDD9e1eAAAACBk2NJzvWzZMp1zzjnasWOHPvjgA5155pkqKCjQ5s2bbagiAAAAEBrqHK7PO+88bd68WWeeeabOPvts/frXv9Z9992n1atXq2PHjnbUEQAAAAgJtnyhcdeuXVq/fr3at2+viIgI7dy5U0VFRXYUDQAAAISMOofrmTNnKj09XZdccom2b9+uL7/8Ups2bVLfvn2VlZVlRx0BAACAkFDncD137ly9/fbbev755xUdHa0zzzxTX375pa644gpdeOGFNlQRAAAACA0RdS1g27ZtOu2003yGRUZGatasWbrsssvqWjwAAAAQMurcc+0frL1dcMEFdS0eAAAACBl17rmeNm1ateMfe+yxus4CAAAACAl1DtfLli3zeV1SUqJvv/1WERER6tKlC+EaAAAAzUadbwvZtGmTz9/27dt18OBBDR8+XPfdd1+Ny5s3b5769u0rl8sll8ul9PR0ffTRR57xJ06c0KRJk9SmTRvFxsbqyiuv1KFDh3zKWLdunYYPH674+HglJCQoMzNTW7Zs8Zlm69atGjp0qKKjo5WWlqannnqqQl2WLl2qnj17Kjo6Wn369NGHH37oM94wDD322GNKSUlRTEyMMjIytHv37hovMwAAAJoGW55z7c/lcumJJ57QlClTavze9u3ba+bMmdqwYYPWr1+viy++WGPGjNFXX30lSbrvvvv03nvvaenSpVqzZo2ys7N1xRVXeN5/9OhRjRw5Uh06dNDatWv173//W61atVJmZqbnJ9oLCgo0YsQIdezYURs2bNCsWbP0+OOPa8GCBZ5yvvjiC1177bWaMGGCNm3apLFjx2rs2LHavn27Z5qnnnpKzz33nObPn6+1a9eqZcuWyszM1IkTJ2q76gAAABDKjHry2WefGfHx8baUlZCQYLz00kvGkSNHjMjISGPp0qWecf/9738NSUZWVpZhGIaxbt06Q5Kxb98+zzRbt241JBm7d+82DMMwXnjhBSMhIcEoLi72TPPQQw8ZPXr08Ly+6qqrjNGjR/vUY9CgQcbtt99uGIZhuN1uIzk52Zg1a5Zn/JEjRwyn02m88cYbNVq+/Px8Q5KRn59fo/cBAACgYQSa1+p8z/Vzzz3nH9Z18OBBvf766xo1alSdyi4rK9PSpUt17Ngxpaena8OGDSopKVFGRoZnmp49e6pDhw7KysrS4MGD1aNHD7Vp00Yvv/yyHnnkEZWVlenll1/WGWecodNPP12SlJWVpWHDhikqKspTTmZmpv70pz8pLy9PCQkJysrK0v333+9Tn8zMTL399tuSpG+//VY5OTk+dYmLi9OgQYOUlZWla665psrlKi4uVnFxsed1QUFBXVYTAAAAGok6h+s5c+b4vA4LC1NiYqLGjx+vyZMn16rMbdu2KT09XSdOnFBsbKyWLVumXr16afPmzYqKilJ8fLzP9ElJScrJyZEktWrVSqtXr9bYsWP1v//7v5Kkbt26afny5YqIMBc3JydHnTp1qlCGNS4hIUE5OTmeYZXNx/q3ummqMmPGDD3xxBOBrg4AAACEiDqH62+//daOevjo0aOHNm/erPz8fL355psaP3681qxZE9B7jx8/rgkTJmjIkCF64403VFZWpqefflqjR4/WunXrFBMTY3t9a2ry5Mk+veIFBQVKS0sLYo0AAABghzqH6/oQFRWlrl27SpIGDBigdevWae7cubr66qt18uRJHTlyxKf3+tChQ0pOTpYkLVq0SN99952ysrIUFhbmGZaQkKB33nlH11xzjZKTkys8YcR6bZVT1TTe461hKSkpPtP069ev2uVzOp1yOp01WSUAAAAIAbUK1/73IlfnmWeeqc0sfLjdbhUXF2vAgAGKjIzUqlWrdOWVV0qSdu7cqX379ik9PV2SVFRUpLCwMDkcDs/7rddut1uSlJ6erkcffVQlJSWKjIyUJK1cuVI9evRQQkKCZ5pVq1bp3nvv9ZSzcuVKz3w6deqk5ORkrVq1yhOmCwoKtHbtWt155511XmYAAEJCbp50MFdKSZQSE4JdGyDoahWuN23aFNB03gE3UJMnT9aoUaPUoUMHFRYWatGiRVq9erWWL1+uuLg4TZgwQffff79at24tl8ulu+++W+np6Ro8eLAk6ZJLLtHvf/97TZo0SXfffbfcbrdmzpypiIgIXXTRRZKk6667Tk888YQmTJighx56SNu3b9fcuXN97h+/5557dMEFF2j27NkaPXq0Fi9erPXr13se1+dwOHTvvffqySefVLdu3dSpUydNmTJFqampGjt2bI2XGwCAkHQwV8o/av6fcA3U/lF8e/fuNcrKymr79irdeuutRseOHY2oqCgjMTHRGD58uLFixQrP+OPHjxu//e1vjYSEBKNFixbGr3/9a+PgwYM+ZaxYscIYMmSIERcXZyQkJBgXX3yx51F9li1bthjnn3++4XQ6jXbt2hkzZ86sUJclS5YY3bt3N6KioozevXsbH3zwgc94t9ttTJkyxUhKSjKcTqcxfPhwY+fOnTVeZh7FBwAIWYd/NowtO81/gSYs0LzmMAzDqE0oDw8P18GDB9W2bVtJ0tVXX63nnnuuwtMzcGoFBQWKi4tTfn6+XC5XsKsDAAAAP4HmtVr/QqN/Jv/www917Nix2hYHAAAAhLx6+flzAAAAoDmqdbh2OBwVvrBYmy8wAvUmN0/ausv8FwAAoAHU+jnXhmHo5ptv9jyv+cSJE7rjjjvUsmVLn+n+8Y9/1K2GQG3xDXYAANDAah2ux48f7/P6hhtuqHNlAFulJPr+CwAAUM9q/bQQ2IenhQAAADRu9f60EABALfBdAABo0mp9WwgAoBb4LgAANGmEawBoSHwXAACaNMI1ADSkxAR6rAE0T7l55qd3KYlNuh0kXAMAAKD+NZPb4gjXAAAAqH/N5LY4wjUAAADqXzO5LY5H8QEAAAA2IVwDAAAANiFcAwAAADYhXAMAAAA2IVwDAAAANiFcAwAAADYhXAMAAAA2IVwDAAAANiFcAwAAADYhXANAVXLzpK27zH8BALXTzNpSfv4cAKpyMFfKP2r+vxn8ZC8A1Itm1pYSrgGgKimJvv8CAGqumbWlhGsAtZebZ/ZIpCQ2zd6IxISmuVwA0JCaWVvKPdcAas/6qO9gbrBrAiAQzezeVyAY6LkGUK6mPdHN7KM+IOQ1s3tfgWAgXAP1KdRum6jpibeZfdQHhDwuiIF6R7gG6lOo9RJx4gUaXkNehHNBDNQ7wjVQn0ItrDa1E2+ofXKA5inULsIBVItw3RyFeuAIpfo3tbAaaggtCAWhdhEOoFqE6+Yo1ANHqNcfDac+Q0soXeShbup7W1d3Ec5+Bm/sDyGBcN0cBRo4GutBTC8PAlWfnxxwkdd8fJ8tHTsunSxp+G3NfgZvobY/NNYcUc8I181RoIGjsR7E3GpR/5ppg1gjXOShIbCfwVuo7Q+1zREhfg4iXKNqoXYQwz6N9cKqMfBu9Pt2t7c81rWvxrJuOqaW1wOoD4Hu66HWuVTbHOF9DrJeB7sdqAHCdXN2qoM51A5iVK42AYULq6rZfeHBhUzVGsu6OVVbWJ8XAY1lHaB+NdXtXNsc4X0OCsF1Q7hujnLzzHsIjxdLhmEOC5EdNqQFqxcu0IbJv37sE5Wz+8KDC5mqhcq6qc+Tf3XroLH07KPuQmVfbyiVnYNCaN0Qrpujg7nml3MkKSI8sB22IRvxxnrCqGu9KjsBN8Sy+jfaVc0zFHoHrLq3jDH34WDsI1VdeNR2WzaGC5nq6h7M47G+1o1dy2SV43BIYQ5zv7RbdeugNsdsY2lf61qP2rw/mMte00+Kg1XXxniubwxtZA0RrpujlETzW++SeS9hfX250T8IBRqIGiLk1aYBqapegZZVWc9EQyyrf8NU1Tzt7Dmprwb6YK50pFDKKzADjdR4Gt1AtmVjCTb+qrrwq+wTrlMtQ10vgOy8gKrvC0nrKSJhYebrY8cbdhvX5phtLBfRda2H9f6TJYGv72BejFhtV+Gx6udvze9kiXns1WT5Kivr+2zz/zU51+cVmH/tk6QuaTWbZ000ln2xHhCumyPvsJWbJ23dVd44V3UQt4wxG4VAe2b27pd+OGT+3zp4Co9J7gBuQ7HC/8kSs3529mr4N1xWXQJpQKs6kfk/pquqsqr7mKshP+6qap529g7UV6OZkmjuR6VlUnhY4/qYsLL16r8veAeCqk56demRq20gbRlj1quwSFr/VfkX+KxPuCTzYmbrrorHjj9rGas73qtbRut48v4yUyDL4r0O8grKh1dWV+9t5V0Xq/7W/0+1jUrLzNeREeangCdLzLav+GT9Pravui/Vnmr/qa9HsdZ0+so+UavJMWG972RJ1W2N//tqs+ynastq0rmSf9TcZ/bur/o9Vgh3OKQYpzmstm2p9zF8MDew4zAlsfz4yfnRN1zXZZ+w6mC9NzfP3HYxzsbVjtuEcN1cVdYrJVXdM5vzo1Tm9j3ZVle2Fawl88TTItq3B3vrrqqDgHcIqaxBCERVz6W1yo2MMD/GDTQw7N1vroPk06quz/Hi8sbkSKE5n++zy08U1jovLTNPxNZwa5x1kRNo0PIfV9m0lQ1riI/YUhKlohPmOti7v7yBrmsvkPWeUy13ZQJdPzVVWSio6iLOukgtLTMDmGS+NzFB2rZb+jlfioiQ3G7f5T2VQANpZfuM1Q643eZfaWl5SM0/Wl6Xn/PN4yUq0nxddMLctseOm8OtE3KCyzxhFpdIhtss47ONUmqi5Ir1bXesMHqyxCw3MaF8fbnd5rooOlEe+KXKt+H32eZ0huEbrJ1Rld+u4X0MbN3lu968/2+1d//9RvraYS5Dl7Ty9e1wmPOICPfdptZ79+43l7m6Y3jvfqmktLzsyraXf1tZVeCzOjUcqjjOu7yq6uK9H9f0AjmQ294qm//32eXz9Q+CVZ2nvC8svNeRfxvqX6eCo+WdRP77j9UuJ7ik7Fxz/ztZYr6urmMpkE80renCwsrLPVlinie89yvJ3KcMo3x5O6aa9fPubKrqOJbM+ubmmftUfCtz/ywpLT/XeZ+HrfO6dbFfXCKVlZn1NAwpPNy3g6uqc5u/yto/yXc9Hcw1x8XFmsMqO/9VVW5j++SvEoTr5qqy+669Gx6Ldw90WFjFYOzf6OfmSV9/W3F+RSfMA81qtCv7aN/7wHE4zEaopNT3oLNCrivWPPgrO8lK5T1K/idm60pZMssuOGr2rsU4zYPc6snyP+EdOGzO74dD5Vfc4eGSM9JszKxwYjU4VoA6dtxcH1bjbZ18i3/ZBlL5iVoyew69G+Rd35mNn7WOLLl5FcdV1sj7f3RqbS+Hw9wGkRHmtFYgqSzA+K8PKyxUdnFkTXuypPzk8MMhczsUHDXXWUlp5dv8VI2qfwjzX3/Wx5iSeXKMjCg/YXmfoItOmNvEOtFZIe9Utzrs+t4Mnq3jzIss754ta/tZQcGaV1Rkebjzvkh1RkklYeXBNTfPDK+SOQ/JrOe23eZ6Sz6t6o9nt+0un79VXl6BtGa9FNvCXA/W9rbGHymUvo82/+9/wRwRYS7X99nl01sMw2sfPul7EW2xlsP7PdIv0/pN7z3vysorLZVKZR4vO/aWb7PCIjPwSuY69g613qz90Dpu/ff1xITytiavwFz2GGd577cVTKz95IdD5v7vvz6KK5+9cn4051t8sry8LmnmNs3O9Q1R2bkVg7h3WymVl2Htoy1jpP9sLT82c378pV6q/BOUohNmXYpO+IaxvILyNkwyj4/USnqWrboVHC3vbPBuD+Q3X+9bDFrHmfP27vTwOQ9FmNs3MsI3kPqfp6zj0Op8seZrLYNUsXc7JdH3XGb1yFoXtJZimXW01kPRCfPfMre5fXLzfDtGpPL9p7DIN/xa7fPJErNM65wkmfus935l1ce7HfBmvX/Xd+XrvrSsvPPCKkvy3Y7eF+tWudZ51/si1P/C0Noni0+a+0LOj+Z+aI0zjIrnNuvCxNq+1rqz1mPLGN8LXWu9ORwVz13+FwvWecb6VKjoRM3OH0HgMAzvy0EEQ0FBgeLi4pSfny+Xy9UwM7VCsNttfrwe16r84AsLM08wDod0tKj8PdYVtfdr6wBxRpm904VF5eFAKg9glohwszH2b0AiIswrZsOoOB+rnKhI3wbBu65WaLfGe9fNfx7hYeZJwbo48A+Wu77zbQjbJ5WH68okuMpPWs4oaXDfio12ZesvLKxiePHmjPolxIdJ3U/3bXSsXjrvZZPM5YuKNBvqynpQvU/mnveGly9vRIQko/x1+yRz/VT1iYXVk1lSai6PtQ2r0zKm8nUdHmaejBySoqLK6+a/bX3qHuG7v1n3vlrr1X98RLg5j+rqGBZm9vhYJxtnVMVtaQUSa3rrJBHmKL/g8alnuHlh4X0Cq2w/r473MRLmkCJ/6UGuKlg2J9b+772tA9Grixna/VnbprL2KizM/KtuXlangX8bJJn7U2XbLCJCatXCDBkxTvO48L5I9Z/W/1iz9lurrt73y67/KrBPHb21jJEG9i5/vXWXGbDCw8wOCbfbXD+tWpp1jostv0Vlww7z3BHmKL81yJ932PZnHcctos3x1nmhZUz15yTv93p3BDgcftvwl+Onsu3gkHlxUh2rnc/Nq7j/tI7zvZCtivd8oqPM9sH/Nqx2bcuDdKD827xgqap9sy6grHUfEW6e36yLJv823CrH/7jx3n/899V6FGheI1w3Ag0err2v4OvC4TAbhIY4kAMJIjVpVCo7OTVm1sd0ta2vf4MVSkK57kBNREdJJ+pwsWRdoFpaxlTslawJq52MijTDoFU364IyIkJKblP+aVhlva7VdSI4JDlO0cmApi2Qi9VTiYiQhvSzrUrVCTSvcVtIc2RHsJbMoNdQV8iBhMqa1KUxXNnXRF1PPqF88grlugM1UZdgLVX81KSmvdX+rHbSP5xbx2Rp6anPJ9W13YbM+/LRfFnf9aiL0tLaP/ygnoQFuwIAAKCJCpVPBxHarHu0GwnCNQAAAEJXTe5LbwCEawAAAMAmhGsAAADAJoRrAAAAwCaEawAAAMAmhGsAAACErsp+vCuICNcAAAAIXWU8LQQAAAD+wsLMn/quzfssLWPMv+YkKjLYNfBBuAYAAKgPzijz57ktYWFSbIvy/0f4/VB2ZITUJU1qn+T7nrAw8yfmK+NwSPGtykN1x1Tzr2WMWX5YmBTexONel7Rg18BHE1/bqFRtrooBAEDgWsf9Evp++ZXKiHCpZyczQIeFSXGx0pB+vqG5+KR0MNf86XqHw3xPaqI5rfevXVphOyLcfF1w1AzUA3ubPwN+MFc6Xlw+72inlOCSenWpGOhhO8J1c9QlreorYDRdEeFmb0iYzYd9dFR5A1+Z9kn1e0EX28I8aTRmEREVj7mwAI9Bh6P+j9dA61LhfZX0vPn31Dkc9u9zaFoqOz4CFei+5T2dw2EGX+/513YfDQur/DaMiAipTzcz5Ja5zTay++lm8E35JSynJJrTet/S0DLGHJ6SaPZGdz/dPGf37V7ejjqjzJAe30pKPs3slS5zm/OyWPNIPs38t2OqWUZiQtPsxfZe9kag0a3hefPmqW/fvnK5XHK5XEpPT9dHH33kGX/ixAlNmjRJbdq0UWxsrK688kodOnSoQjmvvPKK+vbtq+joaLVt21aTJk3yGb9161YNHTpU0dHRSktL01NPPVWhjKVLl6pnz56Kjo5Wnz599OGHH/qMNwxDjz32mFJSUhQTE6OMjAzt3r3bpjVRj051cNlxIndG2XdCtRquQOplfdxmh4gIc77+wdBad84o6YKBvuOt3gT/ukaEVx0w/aety/pvn+T7fu//J59mNtI9O5lhNPoUgfdU9bDGl5aZJwD/9WCF+S5p0uC+FbdNRETFdRIW5vtxqPdw//0pIsLshYmMkPKP1qw3JiKi/ITaOq7841OHwzccBnrSbR3nuyw+20CSM9I8EbaOK18vca3Ke57aJ/nWPyKifPiwAeZfry7lx0L7pPJeKO+TekRE5evP4r8NWsaYZfTs7Du8fVL5vLxDiBUkrPExTnPZrOXo1cXc1m6vb+63iC7f56zj2Fq2Ux3X1W1T632Vvd8/3DfEBUpVHA5726Wq5nGqcXYs/6nKsI5p63iqijWNtR+Hh/n2ylbG+zi0jiOHI/ALwxjnL8fZLx0BhmG23xcMNHuPY5xVz88SEW7O23udpv4SkI8d91vGXwKzd0hOTDCHJSaUB13JbCOt49nqefafxnpfRLjv+C5pZtnxrcrDuvc8rGDuXU51nSGBqO2+VNm5rqqyvG+fqexc5b99vJe9EWh0nw20b99eM2fOVLdu3WQYhl599VWNGTNGmzZtUu/evXXffffpgw8+0NKlSxUXF6e77rpLV1xxhT7//HNPGc8884xmz56tWbNmadCgQTp27Ji+++47z/iCggKNGDFCGRkZmj9/vrZt26Zbb71V8fHxuu222yRJX3zxha699lrNmDFDl112mRYtWqSxY8dq48aNOvPMMyVJTz31lJ577jm9+uqr6tSpk6ZMmaLMzEzt2LFD0dHRDbreaiz5NOmHihclCgszGwvvcRER5snSMMwTpSQVnShvDCMjzIMgJdE8gHPzzKvIljFmg9MyRsorkIpLpNLSU9ctLMxsKI4UmmV3TK1Ybm6edLJECg/3LfNEcXkZVmNZdMJsvLufbr7e9Z15lW8tS2mZ+dq/bqWlZgMZES7pl97ZjqnmuIO55Qdzl7TyeuUVmMMSXNKBw+XrKPyXBvHYcen4CenEyfLpUhKlvfvN5YmKNMv7Pru8sbYaH8MwT0olpeb2iIjwrbMzynyvK9Z3GYtPmv+3yrMaZm9bd5nr23te8a3MRtla7ymJ5keP2bnmdmkZY75OPq28zPVfmfOJcZonCW8Depllff2tWX9npDlNbp65/CWl5r7XJc38y80z14O1bAVHpchflj8u1qybN2v/816WGKf5XmtfsraBNa338lvrp0W0Od57G3vXwyorItz82DUu1uyhksw6W+ve2rZWOVbd3EZ5Hbzrfey4WXZ4mNS9Y8VtVNl2865bmN/7snN/+XJUZPkxJEn/2WruE84o323UPknK+bH8Isyb9z5glbN1l3lRE+MsP7Fb41ITy+dv6dvd3M7FJ815HDturr8W0eZ+3zLGfI93MJfhu587HOa+abVT3seb9/+tdsd7PXtvz4O55rr2DnSt48y6eYek2Bblr/3bGu/1lldQMVxJZh2s+rSOM/fhMnfFIOlwmOvgZIk5zlpO73Ge4z7c/Ij/aFH5eGv9H8w1y7DqYvWWStKOvRXr5y0szHfdh/0SeK31LZX3tn6fbbab3nXyDo+S7/FbWmauW2t9Wce3tU2+z5aKq1iv1rkmMsL32Cxzm8eKtS/5n2+k8nV/suSXWyQKyi+C/cNYx9Ty+nZMNeeRf9QM79a8/JfRWs7sX3pNnV6f4lnniqqOW2+BTCOZy2K1H7V5v8Va1uPFfsebzOPNevJGgstc90UnyrefdX4uOGpuV6vjqOiEuS9a5TmjzAtt65wgVb2feu/vzqjy7ezd1pz85dhzu33nI5kXJTVZ/gbgMIxTXS4GX+vWrTVr1iz95je/UWJiohYtWqTf/OY3kqSvv/5aZ5xxhrKysjR48GDl5eWpXbt2eu+99zR8+PBKy5s3b54effRR5eTkKCrKPNAefvhhvf322/r6668lSVdffbWOHTum999/3/O+wYMHq1+/fpo/f74Mw1BqaqoeeOABPfjgg5Kk/Px8JSUl6ZVXXtE111wT8PIVFBQoLi5O+fn5crka8OPtvfvNk6kr1tzJvcONd0iwviiR86N5gikpNU+oUZEVQ4pUftKtLABJ5Qebd0NkNb5hYWYvl9WwWWX4n9y95+FwSD/nlzcK3o1gZaHAWm5rWfzr6X1SkMoDVGXLUt1yW+uw1KuhssqorF7erDp4N37eJ0qrcbIatBinb4DyLt+avqp51XT66rZvIOWcatkr4x3kqtrvAim/qrp7b3Pv9VidquZT3fxrO6429ahuWWu7/r3LCqQc//d5v67swsMKRc4o81j2vgiWysNSZe2AVa9Ah1kXGVJ5QJW8LnBO922HUhJ9j2ernoP7mv+32jUrKLSMMS9e/Oft3f54h2nv4GGFGas99G/LrHpVdjxUti97r1srNIf/0va63Wa774r17RTxPoa9A6tU3ib6b8OqVHdx5l2O97wra8uqG1Yda3orZAfSnvt3ElXXHnrvM/UZ8mrbRlRXnnWhJJV3IFV1/vVef/4dEFW1+1W1rf7nWStoWxdflS23tS28g7n3MdgAAs1rja7n2ltZWZmWLl2qY8eOKT09XRs2bFBJSYkyMjI80/Ts2VMdOnTwhOuVK1fK7XbrwIEDOuOMM1RYWKjzzjtPs2fPVlqaucGysrI0bNgwT7CWpMzMTP3pT39SXl6eEhISlJWVpfvvv9+nPpmZmXr77bclSd9++61ycnJ86hIXF6dBgwYpKyur2nBdXFys4uLyy/SCgoIqp61X1lWwYZT3vrpiy3dkq0fAOojchuQMr3hV6c+7R646EeHlPWdVNRreB2v+UfP/1j1r1vjqGtzKruit5fZeFm/e7/EPi9XxX26rDKsB8f/IrrrG0RpfVcNU1YVDVeXXtOekuumr277e5VgnT//yatrL4j/PuvQCVVX32tSpqvdUV1Ztx9WmHnYua2VlBVKO//uq23dSEs2TplTxE6KabM9Ah3l/4uQdJq3p/Nsh63VV77FCiXcP6tZd5bfteH/S5d1z6x/eqjq2K1vfgRz7/st/qnanqmHeF7hWuAp0XwqkTjU5Lmq6D1e2Xk8VVAOdR03aprqqbRtR2/K8z2WV7ZdVnTP8y6ysQ8T/PGt9oplXSR7yn5f/ebERapThetu2bUpPT9eJEycUGxurZcuWqVevXtq8ebOioqIUHx/vM31SUpJycnIkSd98843cbremT5+uuXPnKi4uTn/84x91ySWXaOvWrYqKilJOTo46depUoQxJysnJUUJCgnJycjzDKpuP9W9101RlxowZeuKJJ2q2UuqDd6PgHV6l8v9X9dF7dU51wFonoepO1P6vKwuutW1w7QpqgUxb18awPsJYXdVmPTfUPO0qx+4eomCwc/+wK/hXd/FV1fFT03rVZZj/PE/VLlVXnvfyVdZLWpdju7bhsi7sDpHBaL+q2//sKDOU1KRz5lTDq+PfMVaZxATfWyFPJQTWeaMM1z169NDmzZuVn5+vN998U+PHj9eaNWsCeq/b7VZJSYmee+45jRgxQpL0xhtvKDk5WZ988okyMzPrs+oBmTx5sk+veEFBgadXvUFV15vg//9gn6iDPX/UXCiv50BOCKgbOy++GqOmtnyhfDxXpqltn5pqqDYu0PVcWadbCGuU4ToqKkpdu3aVJA0YMEDr1q3T3LlzdfXVV+vkyZM6cuSIT+/1oUOHlJycLElKSUmRJPXq1cszPjExUaeddpr27dsnSUpOTq7whBHrtVVOVdN4j7eGWfO0Xvfr16/a5XM6nXI6ndVO0+Cq+4gHaG6a+4m3IdQkrIXiJwlNLYw2Nc19+zRUGxfoem5i26PRPYqvMm63W8XFxRowYIAiIyO1atUqz7idO3dq3759Sk9PlyQNGTLEM9zy888/68cff1THjh0lSenp6fr0009VUlLimWblypXq0aOHEhISPNN4z8eaxppPp06dlJyc7DNNQUGB1q5d65km5OXmmR+d5eYFuyZoaM192ycmVHx8FYLH6mVrZM+yBUIWbVy9anQ915MnT9aoUaPUoUMHFRYWatGiRVq9erWWL1+uuLg4TZgwQffff79at24tl8ulu+++W+np6Ro8eLAkqXv37hozZozuueceLViwQC6XS5MnT1bPnj110UUXSZKuu+46PfHEE5owYYIeeughbd++XXPnztWcOXM89bjnnnt0wQUXaPbs2Ro9erQWL16s9evXa8GCBZIkh8Ohe++9V08++aS6devmeRRfamqqxo4d2+DrrV7w0XjzxbZHY9IYP0kIxd50hKaG3NfYr23R6ML14cOHddNNN+ngwYOKi4tT3759tXz5cl1yySWSpDlz5igsLExXXnmliouLlZmZqRdeeMGnjNdee0333XefRo8erbCwMF1wwQX6+OOPFRkZKcl8qseKFSs0adIkDRgwQKeddpoee+wxzzOuJem8887TokWL9Mc//lGPPPKIunXrprffftvzjGtJ+sMf/qBjx47ptttu05EjR3T++efr448/bvzPuA5UYzyhoWGw7dGYNMaPjEPtApTQFLoacl8Ltf26kQqJ51w3dUF7zjUAoHZCLaye6vcH0HjRc91oNInnXKMJ4YAF0JQ0xt706jTXT6OawrmnIfe1UNuvGynCNapmZ6PER00AEDzNNTRx7kEQEK5RNTsbpebaawIACB7OPQgCwjWq1hh/YQ8AgEBx7kEQEK5hquwWEBolAABQ35rCvfFeCNcwcV8aAAAIhiaWQQjXMHFfGgAACIYmlkEI1zBxCwgAAAiGJpZBwoJdAQAAAEC5eeYPHuXmBbsmdULPNQAAAIKvidx7TbgGAABA8DWRe68J1wAAAAi+JnLvNfdcAwAAADYhXAMAAAA2IVwDAAAANiFcAwAAADYhXAMAAAA2IVyj4TWRh8QDAAD441F8aHhN5CHxAAAA/gjXaHhVPSQ+N88M3imJhG4AABCSCNdoeFU9JJ4ebQAAEOII12g8msjPngIAgOaLcI3Go4n87CkAAGi+eFoIAAAAYBPCNQAAAGATwjUAAABgE8I1AAAAYBPCNQAAAGATwjUAAABgE8I1AAAAYBPCNRpebp60dZf5LwAAQBPCj8ig4fEz5wAAoIkiXKPh8TPnAACgiSJco+FV9TPnuXlmr3ZKIj3aAAAgJBGu0XhwuwgAAAhxhGs0HtwuAgAAQhzhGo1HVbeLAAAAhAgexQcAAADYhHANAAAA2IRwDQAAANiEcA0AAADYhHANAAAA2IRwDQAAANiEcA0AAADYhHANAAAA2IRwDQAAANiEcA0AAADYhJ8/bwQMw5AkFRQUBLkmAAAAqIyV06zcVhXCdSNQWFgoSUpLSwtyTQAAAFCdwsJCxcXFVTneYZwqfqPeud1uZWdnq1WrVnI4HMGuTq0VFBQoLS1N+/fvl8vlCnZ1mgzWa/1h3dYf1m39YL3WH9Zt/Wkq69YwDBUWFio1NVVhYVXfWU3PdSMQFham9u3bB7satnG5XCF98DRWrNf6w7qtP6zb+sF6rT+s2/rTFNZtdT3WFr7QCAAAANiEcA0AAADYhHAN2zidTk2dOlVOpzPYVWlSWK/1h3Vbf1i39YP1Wn9Yt/Wnua1bvtAIAAAA2ISeawAAAMAmhGsAAADAJoRrAAAAwCaEawAAAMAmhGvUmw8++ECDBg1STEyMEhISNHbs2GBXqUkpLi5Wv3795HA4tHnz5mBXJ6R99913mjBhgjp16qSYmBh16dJFU6dO1cmTJ4NdtZD0f//3fzr99NMVHR2tQYMG6csvvwx2lULejBkzdM4556hVq1Zq27atxo4dq507dwa7Wk3SzJkz5XA4dO+99wa7KiHvwIEDuuGGG9SmTRvFxMSoT58+Wr9+fbCrVe8I16gXb731lm688Ubdcsst2rJliz7//HNdd911wa5Wk/KHP/xBqampwa5Gk/D111/L7XbrxRdf1FdffaU5c+Zo/vz5euSRR4JdtZDz97//Xffff7+mTp2qjRs36qyzzlJmZqYOHz4c7KqFtDVr1mjSpEn6z3/+o5UrV6qkpEQjRozQsWPHgl21JmXdunV68cUX1bdv32BXJeTl5eVpyJAhioyM1EcffaQdO3Zo9uzZSkhICHbV6h2P4oPtSktLdfrpp+uJJ57QhAkTgl2dJumjjz7S/fffr7feeku9e/fWpk2b1K9fv2BXq0mZNWuW5s2bp2+++SbYVQkpgwYN0jnnnKM///nPkiS32620tDTdfffdevjhh4Ncu6YjNzdXbdu21Zo1azRs2LBgV6dJOHr0qM4++2y98MILevLJJ9WvXz89++yzwa5WyHr44Yf1+eef67PPPgt2VRocPdew3caNG3XgwAGFhYWpf//+SklJ0ahRo7R9+/ZgV61JOHTokCZOnKjXX39dLVq0CHZ1mqz8/Hy1bt062NUIKSdPntSGDRuUkZHhGRYWFqaMjAxlZWUFsWZNT35+viSxj9po0qRJGj16tM/+i9p79913NXDgQI0bN05t27ZV//799Ze//CXY1WoQhGvYzurpe/zxx/XHP/5R77//vhISEnThhRfq559/DnLtQpthGLr55pt1xx13aODAgcGuTpO1Z88ePf/887r99tuDXZWQ8uOPP6qsrExJSUk+w5OSkpSTkxOkWjU9brdb9957r4YMGaIzzzwz2NVpEhYvXqyNGzdqxowZwa5Kk/HNN99o3rx56tatm5YvX64777xTv/vd7/Tqq68Gu2r1jnCNgD388MNyOBzV/ln3rkrSo48+qiuvvFIDBgzQwoUL5XA4tHTp0iAvReMU6Lp9/vnnVVhYqMmTJwe7yiEh0PXq7cCBAxo5cqTGjRuniRMnBqnmQNUmTZqk7du3a/HixcGuSpOwf/9+3XPPPfrb3/6m6OjoYFenyXC73Tr77LM1ffp09e/fX7fddpsmTpyo+fPnB7tq9S4i2BVA6HjggQd08803VztN586ddfDgQUlSr169PMOdTqc6d+6sffv21WcVQ1ag6/Zf//qXsrKy5HQ6fcYNHDhQ119/fbPoEaiJQNerJTs7WxdddJHOO+88LViwoJ5r1/ScdtppCg8P16FDh3yGHzp0SMnJyUGqVdNy11136f3339enn36q9u3bB7s6TcKGDRt0+PBhnX322Z5hZWVl+vTTT/XnP/9ZxcXFCg8PD2INQ1NKSopPDpCkM844Q2+99VaQatRwCNcIWGJiohITE0853YABA+R0OrVz506df/75kqSSkhJ999136tixY31XMyQFum6fe+45Pfnkk57X2dnZyszM1N///ncNGjSoPqsYkgJdr5LZY33RRRd5PmkJC+ODvZqKiorSgAEDtGrVKs+jN91ut1atWqW77roruJULcYZh6O6779ayZcu0evVqderUKdhVajKGDx+ubdu2+Qy75ZZb1LNnTz300EME61oaMmRIhcdF7tq1q1nkAMI1bOdyuXTHHXdo6tSpSktLU8eOHTVr1ixJ0rhx44Jcu9DWoUMHn9exsbGSpC5dutCLVQcHDhzQhRdeqI4dO+rpp59Wbm6uZxw9rjVz//33a/z48Ro4cKDOPfdcPfvsszp27JhuueWWYFctpE2aNEmLFi3SO++8o1atWnnuYY+Li1NMTEyQaxfaWrVqVeHe9ZYtW6pNmzbc014H9913n8477zxNnz5dV111lb788kstWLCgWXwqSLhGvZg1a5YiIiJ044036vjx4xo0aJD+9a9/NYvnWyL0rFy5Unv27NGePXsqXKTwtNKaufrqq5Wbm6vHHntMOTk56tevnz7++OMKX3JEzcybN0+SdOGFF/oMX7hw4SlvfQKC4ZxzztGyZcs0efJkTZs2TZ06ddKzzz6r66+/PthVq3c85xoAAACwCTcVAgAAADYhXAMAAAA2IVwDAAAANiFcAwAAADYhXAMAAAA2IVwDAAAANiFcAwAAADYhXANAM/LKK68oPj4+2NWowOFwyOFw2Fa3m2++2VPm22+/bUuZABAIwjUANCHeoTIqKkpdu3bVtGnTVFpaGuyqndLChQu1a9cuz2v/C4FXXnnFs2zh4eFKSEjQoEGDNG3aNOXn5/uUNXfuXB08eLChqg4AHoRrAGhiRo4cqYMHD2r37t164IEH9Pjjj2vWrFnBrtYpxcfHq23bttVO43K5dPDgQf3www/64osvdNttt+m1115Tv379lJ2d7ZkuLi5OycnJ9V1lAKiAcA0ATYzT6VRycrI6duyoO++8UxkZGXr33Xd9plm+fLnOOOMMxcbGesK4Zd26dbrkkkt02mmnKS4uThdccIE2btzoGW8Yhh5//HF16NBBTqdTqamp+t3vfucZX1xcrAcffFDt2rVTy5YtNWjQIK1evdqWZXM4HEpOTlZKSorOOOMMTZgwQV988YWOHj2qP/zhD7bMAwDqgnANAE1cTEyMTp486XldVFSkp59+Wq+//ro+/fRT7du3Tw8++KBnfGFhocaPH69///vf+s9//qNu3brp0ksvVWFhoSTprbfe0pw5c/Tiiy9q9+7devvtt9WnTx/P+++66y5lZWVp8eLF2rp1q8aNG6eRI0dq9+7d9bJ8bdu21fXXX693331XZWVl9TIPAAhURLArAACoH4ZhaNWqVVq+fLnuvvtuz/CSkhLNnz9fXbp0kWSG4WnTpnnGX3zxxT7lLFiwQPHx8VqzZo0uu+wy7du3T8nJycrIyFBkZKQ6dOigc889V5K0b98+LVy4UPv27VNqaqok6cEHH9THH3+shQsXavr06fWyrD179lRhYaF++umnU95aAgD1iZ5rAGhi3n//fcXGxio6OlqjRo3S1Vdfrccff9wzvkWLFp5gLUkpKSk6fPiw5/WhQ4c0ceJEdevWTXFxcXK5XDp69Kj27dsnSRo3bpyOHz+uzp07a+LEiVq2bJnnC5Pbtm1TWVmZunfvrtjYWM/fmjVrtHfv3npbZsMwJJm3jQBAMNFzDQBNzEUXXaR58+YpKipKqampiojwbeojIyN9XjscDk84laTx48frp59+0ty5c9WxY0c5nU6lp6d7bi1JS0vTzp079c9//lMrV67Ub3/7W82aNUtr1qzR0aNHFR4erg0bNig8PNxnPrGxsfW0xNJ///tfuVwutWnTpt7mAQCBIFwDQBPTsmVLde3atdbv//zzz/XCCy/o0ksvlSTt379fP/74o880MTExuvzyy3X55Zdr0qRJ6tmzp7Zt26b+/furrKxMhw8f1tChQ+u0HIE6fPiwFi1apLFjxyosjA9kAQQX4RoA4KNbt256/fXXNXDgQBUUFOj3v/+9YmJiPONfeeUVlZWVadCgQWrRooX++te/KiYmRh07dlSbNm10/fXX66abbtLs2bPVv39/5ebmatWqVerbt69Gjx5dp7oZhqGcnBwZhqEjR44oKytL06dPV1xcnGbOnFnXRQeAOuMSHwDg4+WXX1ZeXp7OPvts3Xjjjfrd737n8yXB+Ph4/eUvf9GQIUPUt29f/fOf/9R7773nuSVj4cKFuummm/TAAw+oR48eGjt2rNatW6cOHTrUqB5ut7vCLS0FBQVKSUlRu3btlJ6erhdffFHjx4/Xpk2blJKSUveFB4A6chjeN9oBABAEDodDy5Yt09ixYz3DZs6cqb/+9a/avn27reUCQH2i5xoA0Chce+21at++vYqKirRx40YtXLhQGRkZtSrrjjvuqNcvUAJAVei5BgAE3Z49eyRJ4eHheueddzRt2jRlZGRo/vz5at26dY3LO3z4sAoKCiSZjxps2bKlrfUFgKoQrgEAAACbcFsIAAAAYBPCNQAAAGATwjUAAABgE8I1AAAAYBPCNQAAAGATwjUAAABgE8I1AAAAYBPCNQAAAGATwjUAAABgk/8P8b0jlYixri4AAAAASUVORK5CYII=","text/plain":["<Figure size 800x400 with 1 Axes>"]},"metadata":{},"output_type":"display_data"}],"source":["# Define TIC and other parameters\n","TIC = 'Kepler-22'\n","period = 13\n","t0 = 303\n","anomalyId = 2\n","\n","# Search and download lightcurve data\n","sector_data = lk.search_lightcurve(TIC)\n","lc = sector_data.download()\n","\n","# Plot original lightcurve\n","# lc.plot(color='blue', marker='.', lw=0)\n","\n","# Bin the lightcurve data\n","bin_time = 15 / 24 / 60\n","lc_binned = lc.bin(bin_time)\n","# lc_binned.plot(color='gold', lw=0, marker='.')\n","\n","# Fold the lightcurve\n","lc_phased = lc.fold(period=period, epoch_time=t0)\n","\n","# Plot phased lightcurve\n","fig, ax = plt.subplots(figsize=(8, 4))\n","lc_phased.plot(ax=ax, linewidth=0, marker='o', color='pink', markersize=1, alpha=0.8)\n","\n","# Save the phased plot as 'phased.png' in the current directory\n","resp = supabase.storage.from_(\"anomalies\").upload(f\"{anomalyId}/phased.png\", \"phased.png\", {\"content-type\": \"image/jpeg\"})"]},{"cell_type":"markdown","metadata":{"created_in_deepnote_cell":true,"deepnote_cell_type":"markdown"},"source":["<a style='text-decoration:none;line-height:16px;display:flex;color:#5B5B62;padding:10px;justify-content:end;' href='https://deepnote.com?utm_source=created-in-deepnote-cell&projectId=f8de697b-ba49-4014-b2b2-fe5f4cc3c026' target=\"_blank\">\n","<img alt='Created in deepnote.com' style='display:inline;max-height:16px;margin:0px;margin-right:7.5px;' src='data:image/svg+xml;base64,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' > </img>\n","Created in <span style='font-weight:600;margin-left:4px;'>Deepnote</span></a>"]},{"cell_type":"code","execution_count":null,"metadata":{},"outputs":[{"data":{"text/plain":["APIResponse[~_ReturnT](data=[{'configuration': {'mass': 9.1, 'ticId': 'KOI-87.01', 'radius': 2.1, 'smaxis': 0.812, 'density': 5.2, 'temperature': 295, 'orbital_period': 289.86, 'temperature_eq': 279}}, {'configuration': {'mass': 1.72, 'ticId': 'TOI-700.02', 'radius': 1.073, 'smaxis': 0.1633, 'orbital_period': 37.42, 'temperature_eq': 268.85}}, {'configuration': {'mass': 1.039, 'ticId': 'TOI 6838.05', 'radius': 1.045, 'smaxis': 0.03749, 'density': 5.009, 'orbital_period': 9.21, 'temperature_eq': 217.65}}, {'configuration': {'mass': 2.14, 'ticId': 'KOI 172.02', 'radius': 1.71, 'smaxis': 0.64, 'density': 2.36, 'gravity': 0.73, 'lightkurve': 'https://qwbufbmxkjfaikoloudl.supabase.co/storage/v1/object/public/planetsss/_1710155300825', 'temperature': 325.15, 'orbital_period': 242.47, 'temperature_eq': 548.15}}, {'configuration': {'mass': 1.44, 'ticId': 'KOI 571.05', 'radius': 1.17, 'smaxis': 0.432, 'gravity': 1.17, 'lightkurve': 'https://qwbufbmxkjfaikoloudl.supabase.co/storage/v1/object/public/planetsss/_1710155300825', 'temperature': -85, 'orbital_period': 129.95}}, {'configuration': {'mass': 2.3, 'ticId': 'KOI-4742.01', 'radius': 1.34, 'smaxis': 0.409, 'lightkurve': 'https://qwbufbmxkjfaikoloudl.supabase.co/storage/v1/object/public/planetsss/_1710159536497', 'orbital_period': 112.3, 'temperature_eq': 233}}], count=None)"]},"execution_count":75,"metadata":{},"output_type":"execute_result"}],"source":["supabase_url = 'https://hlufptwhzkpkkjztimzo.supabase.co'\n","supabase_key = 'eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJzdXBhYmFzZSIsInJlZiI6ImhsdWZwdHdoemtwa2tqenRpbXpvIiwicm9sZSI6ImFub24iLCJpYXQiOjE3MTYyOTk3NTUsImV4cCI6MjAzMTg3NTc1NX0.v_NDVWjIU_lJQSPbJ_Y6GkW3axrQWKXfXVsBEAbFv_I'\n","supabase: Client = create_client(supabase_url, supabase_key)\n","\n","anomaliesList = supabase.table(\"anomalies\").select(\"configuration\").eq(\"anomalytype\", \"planet\").execute()\n","anomaliesList"]},{"cell_type":"code","execution_count":null,"metadata":{},"outputs":[{"name":"stderr","output_type":"stream","text":["/Users/buyer/Desci/sailorsComponents/api/.venv/lib/python3.9/site-packages/lightkurve/search.py:424: LightkurveWarning: Warning: 9 files available to download. Only the first file has been downloaded. Please use `download_all()` or specify additional criteria (e.g. quarter, campaign, or sector) to limit your search.\n","  warnings.warn(\n"]},{"data":{"image/png":"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","text/plain":["<Figure 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","text/plain":["<Figure 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","text/plain":["<Figure size 800x400 with 1 Axes>"]},"metadata":{},"output_type":"display_data"},{"name":"stderr","output_type":"stream","text":["/Users/buyer/Desci/sailorsComponents/api/.venv/lib/python3.9/site-packages/lightkurve/search.py:424: LightkurveWarning: Warning: 143 files available to download. Only the first file has been downloaded. Please use `download_all()` or specify additional criteria (e.g. quarter, campaign, or sector) to limit your search.\n","  warnings.warn(\n"]},{"data":{"image/png":"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","text/plain":["<Figure size 848.5x400 with 1 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","text/plain":["<Figure 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","text/plain":["<Figure size 800x400 with 1 Axes>"]},"metadata":{},"output_type":"display_data"},{"name":"stderr","output_type":"stream","text":["/Users/buyer/Desci/sailorsComponents/api/.venv/lib/python3.9/site-packages/lightkurve/search.py:424: LightkurveWarning: Warning: 46 files available to download. Only the first file has been downloaded. Please use `download_all()` or specify additional criteria (e.g. quarter, campaign, or sector) to limit your search.\n","  warnings.warn(\n"]},{"data":{"image/png":"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","text/plain":["<Figure 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","text/plain":["<Figure 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","text/plain":["<Figure size 800x400 with 1 Axes>"]},"metadata":{},"output_type":"display_data"},{"name":"stderr","output_type":"stream","text":["/Users/buyer/Desci/sailorsComponents/api/.venv/lib/python3.9/site-packages/lightkurve/search.py:424: LightkurveWarning: Warning: 65 files available to download. Only the first file has been downloaded. Please use `download_all()` or specify additional criteria (e.g. quarter, campaign, or sector) to limit your search.\n","  warnings.warn(\n"]},{"data":{"image/png":"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","text/plain":["<Figure 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","text/plain":["<Figure size 848.5x400 with 1 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ZMmYcuWLVi9ejXmz58PAPjJT36Ca6+9FldffXXyMy+88AJ++ctf4pZbbsn6byeEEEIGK2VlqtT1hx9+iLFjx/btwZABx4cffghA32fdxXGGsx2pTjN06FAAwPbt2xGNRpPC24CqNDN69Ghs3brVYjhXV1fja1/7GsaPH4/rrrsOV199NVwuFwBg69atln0AwPz587Fs2TIAqm769u3bceuttybfd7vdmDdvHrZu3Zr2eMPhMMLhcPJ5KBTq5i8nhBBCBg+FhYWYNWsWnnvuOQDA+PHjLUUvCOkOsVgMH374IZ577jnMmjULhYWFPdqfow3neDyOZcuWYc6cOTjjjDMAALW1tfD5fBgyZIhl2xEjRljKUK5cuRLnn38+CgsL8corr+D6669HQ0MDvvWtbyX3M2LEiHb7CIVCaG5uRl1dHWKxWMpt9uzZk/aYV61ahTvuuKMnP5sQQggZlFx++eUAkDSeCckWs2bNSt5fPcHRhnN1dTV2796NLVu2dPmzP/jBD5L/n3XWWWhsbMRdd92VNJxzxa233orly5cnn4dCIVZAIoQQQjLA7XbjiiuuwCWXXIK6ujrE4/G+PiTSz3G73SgrK+uxp1lwrOG8ZMkSPP/883j99dcxatSo5OsVFRWIRCI4fvy4xet85MiRtPHMADBz5kz827/9G8LhMPx+PyoqKtopcRw5cgSBQAAFBQXweDzweDwpt+noe/x+P/x+fxd/LSGEEEKEwsLCrBk6hGQTx6lqJBIJLFmyBOvWrcPGjRsxbtw4y/tTp05FXl4eNmzYkHxt7969OHjwIGbPnp12vzt37kRZWVnSqJ09e7ZlHwCwfv365D58Ph+mTp1q2SYej2PDhg0dfg8hhBBCCBmYOM7jXF1djbVr1+LZZ59FSUlJMm65tLQUBQUFKC0txTXXXIPly5dj6NChCAQCWLp0KWbPnp1MDHzuuedw5MgRzJo1C/n5+Vi/fj3uvPNO3HTTTcnvue6663Dffffh5ptvxr/8y79g48aNeOqpp/DCCy8kt1m+fDkWL16MadOmYcaMGbj77rvR2NiYVNkghBBCCCGDiITDAJDysWbNmuQ2zc3Nieuvvz5RVlaWKCwsTHz5y19OHD58OPn+//7v/yamTJmSKC4uThQVFSXOPPPMxEMPPZSIxWKW73rttdcSU6ZMSfh8vsT48eMt3yHce++9idGjRyd8Pl9ixowZiW3btnXp99TX1ycAJOrr67v0OUIIIYQQ0jtkaq+5EolEou/M9oFPKBRCaWkp6uvrEQgE+vpwCCGEEEKIjUztNcfFOBNCCCGEEOJEaDgTQgghhBCSATScCSGEEEIIyQAazoQQQgghhGQADWdCCCGEEEIygIYzIYQQQgghGUDDmRBCCCGEkAyg4UwIIYQQQkgG0HAmhBBCCCEkA2g4E0IIIYQQkgE0nAkhhBBCCMkAGs6EEEIIIYRkAA1nQgghhBBCMoCGMyGEEEIIIRlAw5kQQgghhJAMoOFMCCGEEEJIBtBwJoQQQgghJANoOBNCCCGEEJIBNJwJIYQQQgjJABrOhBBCCCGEZAANZ0IIIYQQQjKAhjMhhBBCCCEZQMOZEEIIIYSQDKDhTAghhBBCSAbQcCaEEEIIISQDaDgTQgghhBCSATScCSGEEEIIyQAazoQQQgghhGQADWdCCCGEEEIygIYzIYQQQgghGUDDmRBCCCGEkAyg4UwIIYQQQkgG0HAmhBBCCCEkA2g4E0IIIYQQkgE0nAkhhBBCCMkAGs6EEEIIIYRkAA1nQgghhBBCMoCGMyGEEEIIIRlAw5kQQgghhJAMoOFMCCGEEEJIBtBwJoQQQgghJANoOBNCCCGEEJIBjjOcV61ahenTp6OkpATDhw/HggULsHfvXss2LS0tqK6uxkknnYTi4mIsWrQIR44cSbm/Tz/9FKNGjYLL5cLx48eTr2/atAkul6vdo7a21vL5+++/H2PHjkV+fj5mzpyJt956K+u/mRBCCCGEOB/HGc6bN29GdXU1tm3bhvXr1yMajeKiiy5CY2NjcpsbbrgBzz33HJ5++mls3rwZNTU1WLhwYcr9XXPNNZg8eXLa79u7dy8OHz6cfAwfPjz53pNPPonly5djxYoV2LFjB84880zMnz8fR48ezd4PJoQQQggh/QJXIpFI9PVBdEQwGMTw4cOxefNmnHvuuaivr0d5eTnWrl2Lyy67DACwZ88eTJo0CVu3bsWsWbOSn33wwQfx5JNP4rbbbsMFF1yAuro6DBkyBIDyOM+dO9fymp2ZM2di+vTpuO+++wAA8XgcVVVVWLp0KW655ZaMjj8UCqG0tBT19fUIBALdPxGEEEIIISQnZGqvOc7jbKe+vh4AMHToUADA9u3bEY1GMW/evOQ2EydOxOjRo7F169bka++99x5WrlyJxx57DG53+p85ZcoUVFZW4sILL8Sbb76ZfD0SiWD79u2W73G73Zg3b57le+yEw2GEQiHLgxBCCCGE9H8cbTjH43EsW7YMc+bMwRlnnAEAqK2thc/na+clHjFiRDI+ORwO4ytf+QruuusujB49OuW+Kysr8dBDD+GZZ57BM888g6qqKpx33nnYsWMHAODYsWOIxWIYMWJE2u9JxapVq1BaWpp8VFVVdffnE0IIIYQQB+Ht6wPoiOrqauzevRtbtmzp0uduvfVWTJo0CV/96lfTbnPaaafhtNNOSz7//Oc/j/3792P16tV4/PHHu33Mt956K5YvX558HgqFaDwTQgghhAwAHOtxXrJkCZ5//nm89tprGDVqVPL1iooKRCIRi0IGABw5cgQVFRUAgI0bN+Lpp5+G1+uF1+vFBRdcAAAYNmwYVqxYkfY7Z8yYgQ8++CC5rcfjaafWYX5PKvx+PwKBgOVBCCGEEEL6P44znBOJBJYsWYJ169Zh48aNGDdunOX9qVOnIi8vDxs2bEi+tnfvXhw8eBCzZ88GADzzzDP44x//iJ07d2Lnzp14+OGHAQBvvPEGqqur0373zp07UVlZCQDw+XyYOnWq5Xvi8Tg2bNiQ/B5CCCGEEDJ4cFyoRnV1NdauXYtnn30WJSUlyXji0tJSFBQUoLS0FNdccw2WL1+OoUOHIhAIYOnSpZg9e3ZSUWPChAmWfR47dgwAMGnSpGRs9N13341x48bh9NNPR0tLCx5++GFs3LgRr7zySvJzy5cvx+LFizFt2jTMmDEDd999NxobG3H11Vf3wpkghBBCCCFOwnGG84MPPggAOO+88yyvr1mzBldddRUAYPXq1XC73Vi0aBHC4TDmz5+PBx54oEvfE4lEcOONN+KTTz5BYWEhJk+ejFdffRVz585NbnPFFVcgGAzitttuQ21tLaZMmYKXXnqpXcIgIYQQQggZ+Dhex7m/Qx1nQgghhBBnM2B0nAkhhBBCCHECNJwJIYQQQgjJABrOhBBCCCGEZAANZ0IIIYQQQjKAhjMhhBBCCCEZQMOZEEIIIYSQDKDhTAghhBBCSAbQcCaEEEIIISQDaDgTQgghhBCSATScCSGEEEIIyQAazoQQQgghhGQADWdCCCGEEEIygIYzIYQQQgghGUDDmRBCCCGEkAyg4UwIIYQQQkgG0HAmhBBCCCEkA2g4E0IIIYQQkgHe7nzod7/7XZc/c+GFF6KgoKA7X0cIIYQQQkif0y3DecGCBV3a3uVy4c9//jPGjx/fna8jhBBCCCGkz+l2qEZtbS3i8XhGj8LCwmweMyGEEEIIIb1OtwznxYsXdyns4qtf/SoCgUB3vooQ0psE64Bd+9RfQgghhFhwJRKJRF8fxEAmFAqhtLQU9fX1nDwQ57NrH1DfAJQWA5NP7eujIYQQQnqFTO21bsU4E0IGKJXl1r+EEEIISZI1Obo//OEP2doVIaSvKC9Tnubysr4+EkIIIcRxZM1wvvzyy7O1K0IIIYQQQhxHl0I1/v7v/z7l64lEAn/961+zckCEEEIIIYQ4kS4Zzq+++ioef/xxFBcXW15PJBJ4/fXXs3pghBBCCCGEOIkuGc7nnXceSkpKcO6557Z7b/LkyVk7KEIIIYQQQpwG5ehyDOXoCCGEEEKcTab2Wo+SA2tra3vycUIIIYQQQvoNPTKcL7roomwdByGEEEIIIY6mR4YzozwIIYQQQshgoUeGs8vlytZxEEIIIYQQ4miyVgCFEEIIIcTRBOuAXfvUX0K6QZfk6AghhBBC+i2Hg0B9g/q/vKxvj4X0S3pkOHs8nmwdByGEEEJIbqkst/4lpIv0yHB+5513snUchBBCCCG5pbyMnmbSI3oc49zc3Iympqbk8wMHDuDuu+/GK6+80tNdE0IIIYQQ4hh6bDhfeumleOyxxwAAx48fx8yZM/HjH/8Yl156KR588MEeHyAhhJBOYMITIYT0Cj02nHfs2IFzzjkHAPA///M/GDFiBA4cOIDHHnsMP/3pT3t8gIQQQjpBEp4OB/v6SAghZEDTY1WNpqYmlJSUAABeeeUVLFy4EG63G7NmzcKBAwd6fICEEEI6gQlPhBDSK/TY43zKKafgt7/9LQ4dOoSXX345WYb76NGjCAQCPT5AQgghBgzLIISQPqPHhvNtt92Gm266CWPHjsXMmTMxe/ZsAMr7fNZZZ3V5f6tWrcL06dNRUlKC4cOHY8GCBdi7d69lm5aWFlRXV+Okk05CcXExFi1ahCNHjqTc36effopRo0bB5XLh+PHjlvc2bdqEs88+G36/H6eccgoeffTRdp+///77MXbsWOTn52PmzJl46623uvybCCEka6QKy2CoBiGE9Ao9Npwvu+wyHDx4EG+//TZeeuml5OsXXHABVq9e3eX9bd68GdXV1di2bRvWr1+PaDSKiy66CI2NjcltbrjhBjz33HN4+umnsXnzZtTU1GDhwoUp93fNNddg8uTJ7V7/6KOP8KUvfQlz587Fzp07sWzZMnzta1/Dyy+/nNzmySefxPLly7FixQrs2LEDZ555JubPn4+jR492+XcRQkhWqCwHSoutYRmpXiOEEJJ1XIlEItHXB9ERwWAQw4cPx+bNm3Huueeivr4e5eXlWLt2LS677DIAwJ49ezBp0iRs3boVs2bNSn72wQcfxJNPPonbbrsNF1xwAerq6jBkyBAAwHe/+1288MIL2L17d3L7f/iHf8Dx48eTE4CZM2di+vTpuO+++wAA8XgcVVVVWLp0KW655ZaMjj8UCqG0tBT19fUMXSGEEEIIcSCZ2ms99jjnmvr6egDA0KFDAQDbt29HNBrFvHnzkttMnDgRo0ePxtatW5Ovvffee1i5ciUee+wxuN3tf+bWrVst+wCA+fPnJ/cRiUSwfft2yzZutxvz5s2zfI+dcDiMUChkefRrGE9JCCGEEALA4YZzPB7HsmXLMGfOHJxxxhkAgNraWvh8vqTnWBgxYgRqa2sBKOP1K1/5Cu666y6MHj065b5ra2sxYsSIdvsIhUJobm7GsWPHEIvFUm4j35OKVatWobS0NPmoqqrq6s92FoydJKR34WSVEEIcS48M544MyGxQXV2N3bt344knnujS52699VZMmjQJX/3qV3N0ZB1/d319ffJx6NChXj+GrMLYSUJyQzoD2Zys0ogmhBBH0SPDWaTncsGSJUvw/PPP47XXXsOoUaOSr1dUVCASibRTyDhy5AgqKioAABs3bsTTTz8Nr9cLr9eLCy64AAAwbNgwrFixIrkfuxLHkSNHEAgEUFBQgGHDhsHj8aTcRr4nFX6/H4FAwPLo15SXAZNPVX8JIdkj3WqOOVnlik//g5MdQgY0PTKcc5FXmEgksGTJEqxbtw4bN27EuHHjLO9PnToVeXl52LBhQ/K1vXv34uDBg0kpvGeeeQZ//OMfsXPnTuzcuRMPP/wwAOCNN95AdXU1AGD27NmWfQDA+vXrk/vw+XyYOnWqZZt4PI4NGzYktyGEkG6TbjXHnKxyxaf/wckOIQOaHlUOdLlc2TqOJNXV1Vi7di2effZZlJSUJMNBSktLUVBQgNLSUlxzzTVYvnw5hg4dikAggKVLl2L27NlJRY0JEyZY9nns2DEAwKRJk5Kx0ddddx3uu+8+3HzzzfiXf/kXbNy4EU899RReeOGF5OeWL1+OxYsXY9q0aZgxYwbuvvtuNDY24uqrr8767yaEDDLKyzpfyclkG+IsWMWRkAFNj0tuZ5sHH3wQAHDeeedZXl+zZg2uuuoqAMDq1avhdruxaNEihMNhzJ8/Hw888ECXvmfcuHF44YUXcMMNN+Cee+7BqFGj8PDDD2P+/PnJba644goEg0HcdtttqK2txZQpU/DSSy+1SxgkhJCsEqxTHsvKchrO/Q1OdggZ0PRIx3ny5MnYtWtXNo9nwEEdZ0JIl9h/CPj4COACMCSgwjYIIYTklF7RcfZ4PD35OCGEEDu1KrQMCXR/uZ8JamQwwvue9AI9CtV45513snUchBAyuJBwjKICoLFZh2VUDFPGc6BYJ5h1den/QI3aZySqnjPsgwwGJDET4L1OcobjYpwJIWRQIIP8iUYg3hYxV14GTKhSRvO+vwCxuH49FZnEQptGdHkZ46f7Ep773MLETNILZKVy4BtvvIGvfvWrmD17Nj755BMAwOOPP44tW7ZkY/dkIMGlNEIUIjVXMUxLzkn7OFADtMaARAJoamnfXszt7NJnsm1RATBmpNoPoPdDubS+g+c+t7DuAOkFemw4P/PMM5g/fz4KCgrwzjvvIBwOAwDq6+tx55139vgAyQCDAwchCtFpNsM0DgeB4yeA5jDgbuuew5H27cVckjZ1noN1wJ6P1D7lO7xtuSiJhPJiu1yA26UMa9K7UJebkM4J1gFvv6seDnSy9dhw/vd//3c89NBD+MUvfoG8vLzk63PmzMGOHTt6unsy0ODAQYjGPpEsKlAGbjyuDGe3G/D7rN7oYJ1uR2NGag9bsE4ZxvG28I7msHptzEi1D0B5n4+fUKEhdSGu/vQ29IgS0jmHg2ry39jsSCdbj2Oc9+7di3PPPbfd66Wlpe3KYhNCjVNCDOwxmeIpBrQBXJiv2syufdrLnMr4OhxUMdHiqU4k1GuTT1V/wxH1ep5X7TMSZSIVGdjYY8oZY+4s0l2PynKd2OxAJ1uPDeeKigp88MEHGDt2rOX1LVu2YPz48T3dPSGEDEyCdSpG2Xx+okk/d7sBf15747qoQBnR8lwGHnOwKQsoI9zlAt5oW/lzuQCPR4VuFBWobQv8jhyYCMkKdpUNqm44i46uhy/PsROcHhvO1157Lb797W/jl7/8JVwuF2pqarB161bcdNNN+MEPfpCNYySEkIGHLEcCyoAOR3QiHwC0tqrH/kPquazWmJ5nwOqFFgWNphblVW4Oa881oP6X9xMJZUBnY2CiJ484Efukk6obziLd9XD4BKfHhvMtt9yCeDyOCy64AE1NTTj33HPh9/tx0003YenSpdk4RkIIGXiYHmJAhVm4XOp/j0cZzYAyqPcf0kobQHtPsX3gSSSUgez1tjec5X1AK230dHBy+EBHBin20MBQm/xjtiaMpGekC910+ASnRyW3TSKRCD744AM0NDTgs5/9LIqLi7Ox234PS263kc4jRU8VGcwE65RRLAZ0IgEMLVUSde9/qA1cO2UB1WbsbWf/IaAmqMI8PG4g2mo1nAWvVxvmZVko6812TJyI/b588x01+fR6gDln9fXRkVT0YV+Sqb3WLY/zrl27cMYZZ8Dt1qIcPp8Pn/3sZ1Nu/+677+K0006D18t6K4OWdB4peqrIYEQGh6YWnbQn/LU+vcEMKK90U4s2rJta9EBTF9KGssed2mgG1Ot+nzIgsuHVYdIv6WtSGVz28UWqclYM6/4+SW7pBzZBt+TozjrrLHz66acZbz979mwcPHiwO19FBgrpZOgqy9WycyRKWSwyeJDBIdra/j23W7WHwnwtIye4XOr1cEQb19HW9tro8Xh7gxxQnmZ3m0Ht9SipusNBtj3S/zGlHUW6sajAOu5MqAJOHavCmDK551l3oPfpB5K13XIBJxIJ/OAHP0BhYWFG20ciKTpwMrhI55EyM50PBx07wyQkK4gHS2KZRas5FlOvJRJGfLJHecbqQnp5uSygnsu2bjcw0iiiAqhwDbvR7PUCJYVqG0kgbA6r/5tV0Sq2PdIvMduUFPaRMSUSVeoMJl3xaDo81pb0Dd0ynM8991zs3bs34+1nz56NggJWqSJpYOek6eulwb7+/oGOOWjH49ZQCnt4RmtMLSv7fcqrXJivjGYz6S/P1oXLRDQS1ftzu4FTx+jv9/vUPhJt3+1w706/RNpRUYF1UsO2lX2kTbldqrCPeb6bWtTz+gaVGNjYrCtm2u95s++T/VaW9zz+n6Qm3Vgj1VNPNOpr5rA20y3DedOmTVk+DDIgydQIY3ykpq/ju/r6+wc65oAuXuHiQqAlDOT71et5XvVoaFLGc6xNOi7UoAxmQBvd4Qjw8RH1WiSqy3jbvwPQA5IY1J62UA1e5+wjXn1pS+a1kOtEsoOo07TGAA+shTP2fKT+j8eBT47qnIAJVeoaHajRbcDs+wD2g7nGfr7FVigqUA6CWJvjIN7WXznoOjBbj+QOGmFdpze976kmNvT+5xaZJO4/pA3elrCKu5Q4ysJ864Aihm4sDsSjyoM8pEQZZvaQDLOoSlFBWyx0XHs/60LqPbdbfScVbnJLIqH1tEluEK+kC2oyGImq0vN+n3UVx8wJsGuoS/sAOpZ5JNnDHGtML7Pf11asya1C1cwVBIdAw5nkhmCdrkxmVjrjgNwxvel958SmdzENU6nql0goT5l4vgD1vumhdLut+suJhHovFrPu3+9THjbZtjmsByAZnIQ8r9XjBihjI9b2Wd4PPWPMSH0+fXkqNv2To+q9sgxlSZ0ykXHKcaSj9pj6m4AytD45qtpUPKzbmMmQErWdqaFe36DaXLRVe6QZopFb7GNdfUPbqkFMXSMzzMlh9x0NZ5IbDgfVwF1abF2ydFgDGJSkSqaR1yLRjpPFnD6IOhlzoiIelBNNSk85HE0tpSUGdFGBMsakCIpU/jM5fiJ1sZNAsd6nLGlHotowF4M6FtdGNuk5oogi11Ti08Xr3xlOmdg65TjSEShWEo4SxiTtwi7FKEZ0qEEZztNOV69Ln1bfoMOfDtQ487cOVMrLdHiT16MmLWaFVIddCxrOJPuY3mYue3WNnhimmX7WTKaJxZXHpi6kDOYCf8fJYk4fRJ2MnNOiAm0Ai9c4HreeV3m8/S4QhjKU9x9Sg4rX0z5Ew+5ZM58fP2Hd7659Vm+2vY3yunaNdPrB4jjo6HzaP2s+d0rYlFOOw4452QfUBFTCnwS3W/Vp4agu+NMaU6sBgPXa+LxACxXAckZn45NIY5r3WySqpWod1C/RcCbZRwaNAr+OtywLqNfNzGaHLsP0KekM00yM4kyNWtOAqz2ml+dNg1m8kPb9OHUQ7U+I59HE7Qb8ee3DmmTJvzWmjN1w27ZerzK6PR71OUAZ14DWehavtF15wyz1LYlRomlbe0x9X8UwtVxNOidVuzPb2K59umiNy6U80XKNxcsmCYPmviaf6oy+0WnJ2/bVMQkHNNuUmXDbEtal6oXWmAprem+/Vqixe6gdZqw5ns7GKLnXpWCTmXMh/ZD0RW+/qz/XHHacVG2PDefXXnsNc+fOTfnez372M3zjG9/o6VcQp5KuoaTK6g9HVHbsiUbrX8BRDaLPKSpQ50YSVQR7ln6qc5aJUWsmj1WWq2VO+zVMt0TGMI2eIUZRgV8ZT6bXuLVVGcA1QTWAiyFlltKW7WWQd7m00RyOqudlAWUsm/fPmJHW6z5mpPbuhBq0EWKGf9Qeo+GcKananendlxAAIdSgJqsnGtXEB1DGQbDO0V42xyCJZC6XakvJGP0D2qvc2Kzu5YYm62fNlRi5Jq2tahUHbt2uxFiT72Of1zmZOm4kTMxsF+/tB0aNUP+bqwayYuAwR02PDeeLL74Y3/rWt3DnnXciL0914seOHcPVV1+NLVu20HAeyKRrKPK/SAG53cpACzWovzKwOzBbts8wvSiiRWq+3mos6afr0DPxDJnZ5Hs+0t5IMarKy9Ib7wzTyBy7oQro8CUxWu3hFnYvtCCeSPv2Hnf7zyUSylP59rvqdb9P31eynSgONIf14OX3qf3JfZZpSWJiVUoRb71MSKOtWm872qq8m4EiFZMrKwaAVj6pLG9L/IxrLxsnrFYqy1X/JImXEtIkRjOQvmR9WaB9LoDc936fWqmRsamoQK/2nGhU2/L8p6czx01ZoK0Pc6lrledVExbplyTJU3C71XWUa+wgulVy2+S1117DunXrMH36dLz33nt44YUXcMYZZyAUCmHnzp1ZOETiWDoqjXk4qG56rweYOE41mNaYWpppalF/OxoIpGTqYCkFbBql9pCJ+gZ1HosK1EMUEsxSsLK89fa7qc+ZnE+XS1etk0SYcER1XmLoNTZbjXehH5RCdQwyQWlsVv+biX6A1iuVh4nb3V55wb4NoI1bv099BlDJhub1l3Lcsg93m5EgS9wycfJ6lDxdWQD47AR6m7tKsE55yqRozeGg6uPE4xltVee+pFD1iy4X4HLrkusJqGu356M2ZQG32ubNd5RBPljLPqcaB8rL1L3vcaduFx0RalCVNqUP9PvUdQCUIT75VDXpAdq0hMUrHdP9I0lNeVnH4UUyrkhImrdNR37UCF0lVc6916smMdJWHEaPPc6f//znsXPnTlx33XU4++yzEY/H8W//9m+4+eab4XLgDyZZIp0XxFRsEB3G8jK1jAZoKa0wdOZyqgQZkdUaLMUCzNm6uTwviV1lgdTGjGlgi6GbKh5MQj1kFp8KWS5O53F2WqyjkzHjiJMKGo06MenUsdas/v2HlBElnkn7pEXk6wD1d0iJDusoKtAGWGubRq14te25BKIfnWjz1pkJOeb1pZeza5hGrRgApnqG16sMBnPSaS9QY3pMPR7tGRW1k64aid3Badc93SpXY7NObA4U62qYqfB61fmLtqr2VxPUfWAkanUkBOu0jGBhvmpnonxjj5MmnZMu2VWu64Ea1Q+JprzENre2Ag1t7SHUkHLXfUlWkgP37duHt99+G6NGjUJNTQ327t2LpqYmFBUVZWP3xInIjR+xyWjZSwrL4GHXnAW0oWbvHA8HrUtpTuvMc0Eqo9Ts4IN1VgPIvr10/l5vxx7hREInlsm+831ApG1JWZJlZHWgv+C0eyTdJEOWfs2s/nQGq4l9YrVrn7WN5Hm1EVZUkP77xQAX2bl02zEsJzNMR4HXo4y4xmZtzMk1kRh281xKKJvXazWaAfU5v0+Hc6SaTOUCp133dMv/ZrjG4aAOpQDaK8y0tgIlAfUZaX+CxwNUnKQM8IphWu1G+tPKciBSY8RBk04xy82byedyDUMNajISj6vcjKYWff1STU4cGDbW41CNH/7wh5g9ezYuvPBC7N69G2+99RbeeecdTJ48GVu3bs3GMRInUlmulnqbw8ozIh4X8YrYM5Q9KTqdeFx1ZEUF1hAAcxlbPGKDcanSbTRPWXK3nwMJ0fhrvXre2qo6f3u4xpiR2ttsGs2ANpoFU7bJ/B4nh8448R5JFT4jVbHSLf2mW+60v25vIxOq9GCf7hoF67Syg6wEyev2a8uwnMyQ+y7UoJahQw36PpS+0G3Eou8/pL2a8Xhb6IxhNLvd6h4pKlDXdM5Z6m9vXQunXXfzvjfv0/Iy5aWUQhnm+OJrCwXw+/S5LCpQ5z4WVxMVaSuxNgeBVKiTPk9Kc8vqTVlA5yqQjpE2UXtMnU/JaZKkzo+P6Hs+boTC7D/Ufl9+nw7fcBA99jjfc889+O1vf4u//du/BQCcccYZeOutt/C9730P5513HsJhlhodcMiMElCNwiya0NisG4PEMAHK2yKNRbL//1qvYwJlqUb2LfI0Jk7pzHPF/kPa8zGhqi1ppe09SaSwnwMJwTCRuFp7wqYoM4jR7PUCSKhBx1wy9ri1lwCwLl/KvpyGE2XyzGtzoEbH+QvdXfq1txGzPQI6bCPV8ch1bmxuL+vV1GJNbiOdI/eby6UMsNY2VYZoq45vNielHx8BitpiZ90p/FaSF9IaA97/ENjXJjeYqj/MBU4OxzKVhWqP6UImdSF1X7tcymiWccecGFo8zQlg0ngdDtjYrO5/UdSQSp0SHuOklSwnYy+sle/XbaAupK6JhKvJxCXPq0PawhFdxEYIRxwnRQdkwXD+05/+hGHDrK70vLw83HXXXfi7v/u7nu6eOBFTVktm/DJwd6QRa2JZSovpxmHXNQWc3ZlnE5mhf3xEGS5ej4oFB9T5KMxPfx7cbpX0IuEVqQxIMXzdbuVVMrPHaz9tW45siweMRdTgL/G30tk5yTA1ceI9IgN10rtlW4XJVHLMHoaSKrSpvkFNgFpbVZvsCCl6Ih4gOUYxqsW466iCJFGYsnPSp6WSQRMk7WdISfsYZ8GUBWxtVY9UBTtygVNCnjo6jnhcr7CZ0mWymhZtW3WTzx8OWtueVNI08z7EWE4kVD8LtI+HZjtIjTkBl3tXdMsF6UtOHauvSyqnjz1kyV6gySH0OFTDbjSbfOELX+jp7onTkOVeQHmNJ5+qy8i+t79NS9PmSbM3kESivVcs1KD2LZ8dbIkYwTrrcuO+v6jzK3F14v0wl9T3H9LXwu3Ws/ppp7fv5IN1ulNKJFQnV9NmODU2q2x/oK38s6EXvOcjPRFyuTpe3iepkYHE41aFGczXM8nUt4ehFBXoUumAXl7353Wc/ClLzhPHadnBREI9xNtm4qQleycjlVJND3JxoTbITBJQcZ3R1tRGs1wPO+mWsrONU0KeUh3HmJE67GJoafvP+H3KA13atloin68sV55oQcYasz2ItKPLpV735bXVHmAZ+k6RCXhzWPchHre18JL0dZlMyrwepbRh9lUOo8ce55UrV3b4/m233dbTryBOwr7cC6iGIJ7O1lYVXhCGTn4RzKQNu0cmFrcaEbG4tYLaQEc0X4sKtI5rXagtTg+qExGP9IlG1fmb3hbxTKVb1jLPrS9PXzu325pZbice15W13G4Vr2vGnQOD4/p0B3PFoKFJnb+WcPvkpc6wh6HY5QLNilupEgsFu1fenvyZbqmbdIxUSjXJ8yoDrr6hffKfqRgAqDYeiep7Qoo+lAXUNZX+Nl0ITjZxSsiTvfJiZbnq/xqb1fksC6j/zclHYb5WHtp/CAgf04my4rEH2o81gG6rvjwj3KDN+JtQxbbQEWaipnjrAX2NpEJgc1g9l/ErlXPM7dbx5uZKtsPOf48N53Xr1lmeR6NRfPTRR/B6vZgwYQIN5/7O/kPKMykdiGAuoZSXqRmiacgBuliHCJ8HituLz6czIlpb9TKywxpNTjAHrJCRWCESZRYjuW0J0U5Hy1rSSXnbYqXh095sie+zI9fG41ZLoKZx7pQB1smMGall5grzldEsqguRqJaD6wy7wZvKqAB6vsQuut7wqXvQLOAyGNpgd0nKDTbpdlRUoK61hGO4APgMlQ2zIIrXoyevLpcKuZK+1iwKMbIX2ppTQp7slRcBq3PGVGsQzNAn++SyYpiWrpMVN7MgUKBY9YNStRFoC/2Id2y8OSW0pa+Q3y8FzsoC6jpJ3PjEcWo7kc4EdDhiKkaW6zh2B1cX7rHh/M4777R7LRQK4aqrrsKXv/zlnu6e9DW1x/SAaurDymAhA7d09PZymaYkTSKhGtJ7+/U2hfl6ZipxT6bzZqCWnrV3uPL7JFYsFtcDQ6olXUkWNGPKCvy6hLK9IxePSjyui19I9rmvTaJM4gaBtoE+T8sImpMbc98O9Qj0OaYkU6gBaGlLDAxHtKpJLNa985bKqAC6vgIwZqROkDIJR/TEDdArR7zGqSkvU9fY9OCLkZZsP23bmUoDplxdYb5qy/G4yjeQJOGKYdpxAWR3otQfMCfolj7KtkLmdusy2eVl7Sf2E6r0GCVVPcXT3xqzOnS8HqPwSScOnMG+8ia/3+3SE5Vw28TDrHKbyjEDqGtQXqYNawk3BBxdXTgrOs52AoEA7rjjDlxyySW48sorc/EVJNeYM8njJ1THnU7RQWR7KsuBzxYrL5vE/IkhLYllElsps/2mFmWgTT5Vfc6+5CmdITCwBopUHa6oXkiCXro4b4k1rgtpg9blUucqfKz9LN2UQgN01r54Ps1CHJJ97vGo7aKtgL/NQy1e0o5+A1HIubEPGM1hlRgmigBCdzxXqbz+XRlkzAQpk2SCaFzHPzsws90RiBFmnkORG3z/Q2vegsieiVEsq0atrep8mwmBgNpuzllWJYm4MYHtrbbXl15V06kgBTIam9U5MuP5h5So/81VUCD1xF5CayQWOhzR4TGAMtwOHtbhhKlinM2JMeBI4y7nSGy/hBWJkVtvhGieaNLx46mIxXSxIPFSA8oecDA5MZwBoL6+HvX19Z1vSJyJDPylxcA5Z+vXt+1SHU1Ti17ql7LNdSGdnQxY4/oSCe0NLQvo8IBEQn3uzZ3tM2pF1kZinQaSkWYut0u1pIgxUx9ZrgdWM1tf/pqao/IZQC0Ht8asVcak3LN8Pmpco3DU6sWSmOoxI9X1ajqqPlsWUMcXjigDX7w6srQ5EFcFuoN9QJWqY4Ks3sw5y/q57tzf9mX17px/WUGS4/S3hfA0NuuJlsTek/aYFTsBfc5E9lEMPGlvE6qUoWCPsZW2byITq6KCtnvDBRT4dMxogT/7BlsqI9lJfa/Z50nipSRU2o2tVMdtGnvmCqc/z+pAMHNw/ClCl8x9O9zIyxnmBMQM4zTzbyTnyWwDJrGYXskWydN+MEnvseH805/+1PI8kUjg8OHDePzxx5PazqQfYvdmmZIzgBpMJ1S1r8TUUfzyJ0d1ElqB3zrg2I1m2VccapAoC6QuA91fMZfb5TxIpTBJjkiXYQ+0N8iElralX3PZWJI35DqZ1ygety73N7VoD4Hp0TbDOMwkJUlkNDu7wRz3J95HmUSKd7kzlZi+iBkXb2lrTF1zf1sxFTEQJO5WJmpEYU6OIlHrBENkI70F6rx6PVZvHNDe2AbUSo4sWZv5JLv2qX3G4+pRUqg9c6XF2W9fqYzN3r437UmuZl9iJty2tk3ofHmpj62ooP2YYRp75sTA5QLefEf3vYLIqpka7HLtB9J41B3Mc2BeM7l3zTycwnw9pgE6tCMBdX73HwLQFuPfD85pjw3n1atXW5673W6Ul5dj8eLFuPXWW3u6e9JX2L1Zdq3YwnxrKAdgNcjEG1BUYJ29i35wJGrNNhflBlFvMI1GCSuID8ABvLJcG8F5XnVeA8XqIcaunMtU1f3sSIdkGmpyHcVIErwe7U2RzqoupL0A9rCZ5He4dUcZSyHX5CQPVV8Sj6u2MXGcPvdmUSCTvkjKshtw3gJryWFpg6kK7wxmRH6rLqTO05ASvRrjdmtD2V6Ew5QTNCe2Uv2xvEy1+8NB1SYl7tPl0isB3Q3LyZRURnJv35tm/yFGq6kJ7PWqPkqSa9MdW6oxw/775Le9+Y5Oui7w6/4w+VnbNTgcHJjjUVdobFb9f+0xrZoB6DBCGcsBlRgt43lZoO36tj235/DY1X4cSI8N548++qjzjUj/xe5dEa1GmT2auo2FhcpINo1g02g+ebiaje7ap/bjduliHJNPVa8fP6Fe93h1gwpH1PcX+Pt/WECqpECRSpJzZcYdy7mvC+nkMjumYS0xkF6PdRsplCEeZanU+Pa7OstZykGLIZyuA2ttVR4C8SzYPcuDWXHDnnAnIUpAxzJvfeGll1AbmUylUldxG/cKUVSWa2cBYIRSQK+k2SeOYgyKgW1+Vtq6ud2JRus9BOj8glwasun23Zv3p9l/SGJqJKrblfR3sW6s4pjSjabcqcSeizHs91lXVFtb1YqMea3s+x5smDJ0gB6fzVwluV6BYu21j0T1Spz9dbnXHb5qmbMYZzJAsHf48bhOLgOsXuGWtsYisZIS+C9JG9JhpUooAKwhBXapobqQXu45UOPIxpQRqbyxZqcdj+ulKzk3qZJZRLpKJh3BOuvAYvdqynkHdDGFw0GrBzraVnVOroesCBQX6ox/IRJN37E5RdKqLzC9+2KImkoz6YoA9JWXXrx2ZhVBkyElVE6xU14GvN/2fyKhPcP2dpfKO9zUoj36hfnt26ksf5vligHd/5oVVXuT3rw/TeNWZPvyDEeK290WOxvreCzoqB+y/x5R3Xhjh3pNlGU8Hmsfuf+QTu4crLHNgn0lM9qq2oPYCYLkdUw7XSd3Noe19Jw4E+TclgUcv2rZLcN5+fLlGW/7k5/8pDtfQZyCeKXECPB6lAdKFCBM8v3akE7nWUuXUADo7VNJZJm0xvpvcZRUXhDJKpblyERCGVvizTcTCSNRAD41sZBlXDkXkoDhdrc/LxJ7K/uMtuqy6TGvDr8RDrcZA36fmhCZyR2yjC/HbH6Xwz0FvYI58IvHyszaTzUg9EXMpDk4mfeYWXTjr/Va+WuwXs9USMgaoNuFtLtU1TTlnnj7XRWjKxXq7OdUlr/FaJb7prltqbs5nNu+zzQMzf65L+KcJVks2S+1xZKbiZTdHQtSaaGXlyljTia6Zl6HeLllkiRyg+zrrLaA291+spGKeFzlPImmdnmZNbTG4auW3TKcU2k3p8KVrhoZ6T+EGnQcl9ejOtRURjOgOvtRI9obxCbdbRBSRKWoLemmLtR33peekMoLkipZCNAhE2YioYS4SMdkegllAO9o0uHLUwORqZEpBlRLWBvvYsjJ8pnLpa9/R9XMHO4pyDnpVAnkuVnRzKQvYvjNtmga+2bRDUCFIpoTtMF+XYHUbUxe66gNyCpbPN7eWyqrQjIxlfbW2KzvC9G6zVXfJzrTtcdUPy4JpEDvFsIx8yeA9itugDLSvJ7u9Tdmn3r8hOrrAGvhGQkjAHSejbfNZPJ49KpSV7+7v5KqbzPHAkDdn5GIdbUyz6snKKailp1U/ZFD6Zbh/Nprr+HDDz/E2LFj4ZaZGBmYmIOox6M6bbvRbHojpcNNh71BmDHUkmBgxrHF46rxhRpURzqkRL0eRv/1PNs7IHuykGDGltpDXMzlYQnvGFKiNbftceCiliCxZJL9nC50RpJfpAiKp626mVkYA2j/XYM923zfATVg1IV00pecTyC9gdwXHpZUWrf2BFJBFFb642Q1G6QKWTMRIxfo+Fp2NDGS1ThZmQB0n9hRmfZsrvKYOtNyTHLM738IYHzvXH/7OTxQo869yGICOsylozLzmXyPxOmKMpBU96wYpn/rtl3qr8gLhiNtMnY+63cP5BU3CeeSktlmQqBJAkCgyKqrLasHgEqWljHf9C473Fg26bbV+5nPfAbHjmmj6oorrsCRI2nKKHaBVatWYfr06SgpKcHw4cOxYMEC7N2717JNS0sLqqurcdJJJ6G4uBiLFi2yfPenn36Kiy++GCNHjoTf70dVVRWWLFmCUEgbJ5s2bYLL5Wr3qK2ttXzX/fffj7FjxyI/Px8zZ87EW2+91ePf2G/Yf8g6iIrBLElkZpztqBFq8AgUK2M2WKcTMFItXQrSGD8+oj0xXo8aPGRwamiyqjeMGak6UPE2yMDfX5BB+HAQ+NOf9dKg16M9Gl6vel/OnST2mRnmfp/SH5UYskRCXYtoa/tzUl6mjOBwRJ1ns6hMc1i9N6FKxe2Vl6nzLOE0c85Sf6Uohkk4ogY1udZ1ocGbbR6ss6qdNDarsKP9h9R5kcJAqfR3y8v0ue9NzHuxI8xchsFIUYFa6QlHdeiN6TQSz7BMImWyZO/7KsvVvmRSZX+vtFi97svTRklpsUqslu+zx1Jneg0zwWzv8ruFRKL3+lp7e2gOa5nHaaerRzbaSnmZclCYuR2dnc9UuR5mP90fx6RMkOqNoj4i43Uqjp/Q50HsiERC3U9ybc3xpp/R7eTAhG32++KLL2LVqlU9PqDNmzejuroa06dPR2trK773ve/hoosuwnvvvYeioiIAwA033IAXXngBTz/9NEpLS7FkyRIsXLgQb775JgAliXfppZfi3//931FeXo4PPvgA1dXV+Otf/4q1a9davm/v3r0IBALJ58OHD0/+/+STT2L58uV46KGHMHPmTNx9992YP38+9u7da9luQBKsa18+2/RKiuQMoGeO4q0wjavOltHMhED5DhkU9h9SRmBhvgojMD0AsqzcE29DX2HG15nn2O/T5zcStZ478zxJ7F04AhSVtt+v/X/zNfHWyNJZuspX9tm/6Z10uawlaltjesAo8A8M9ZPukGqwjMf1OZdiMR1V0upt7EVsxozUXnNATeD8eVrRxa7WMliQ2GNz3LOvtJkVO9OFa3TkVTPfC7Upa5QFtBEr1dXyvFqyrrE5u9Xr7B5TcyXMm6J6bC6RYzETk82JmxkHDXS/r7Ffk85Wf4oK2iZQbclwZkluh8fm9ghZkZJ7EEgdsgmo972e9ioy6Rwq/cxT7zhVjZdeesny/NFHH8Xw4cOxfft2nHvuuaivr8cjjzyCtWvX4vzzzwcArFmzBpMmTcK2bdswa9YslJWV4Zvf/GZyH2PGjMH111+Pu+66q933DR8+HEOGDEl5LD/5yU9w7bXX4uqrrwYAPPTQQ3jhhRfwy1/+ErfcckuWfrFDMY0AiVX3+/RSvalh2tisdU2B9HqjqRqH3SALNajHhCprglUs3r7R9aOlHQtmfJ3g9bZ5fpu1SoY5KZDfaS84E2poX4Wuo4EZUPs1l9k6yw43j0WOza7AICEaYviLt8EJ1ydXnXKqkJsTjVaJJVGgCUd0QpnoZDvh3JhG3uGgur5yfwCq4Eaq+3GgY7+25sQV0HKbgqgHFRWoZX0pT9/d8yXyk8E6vZwteR6AIVnXZqxnS+Gho/jsksLc37Nm6J44YcxcqUhUnV+ZwKXSke/qd9n7hVTjihReEY+rxw3EXDr/ox+GG3QLs0BS2EjSFOUlQZL96ht0mJF5nuz0s9yYbrs+JLTB/lq2kbLdQ4cOBQBs374d0WgU8+bNS24zceJEjB49Glu3bk25j5qaGvzmN7/BF77whXbvTZkyBZWVlbjwwguTHmsAiEQi2L59u+V73G435s2bl/Z7ACAcDiMUClke/Q6Je3W79U0fjytPp2m0SYclSzhAx7qv6ZaxZOlGKqyZcdWSJOJyqUIhr29XHacsje0/pMTr9x/K6inIKulCVmQwHDVCPY/bBgk7sqxYFgCGllrjKjPF7KBKi9N3ZOYx26+bKG6Y2DOiO9p3b5Or5VP7fsXYEc+g16OWlCdUqWvmz2vTyXZYQRH79TLDCcQQfP9D68A40LFfW2l76QhHVB/W2KzDpmKxrhsB0u6kn41E1f10oEbfX4C6XhXDst/O7PeCVEXsLW+zGbony/tutw5hE7kzcaIMKem+zngm/YJcDzkP8v0iCQqoFbZ+YOxlBQn5aw5bw9IkTFAmlOY4cPJw1f9N6iA+vrLculLpcHoUqnHVVVfB71eJDC0tLbjuuuuS4RTCb37zm24fXDwex7JlyzBnzhycccYZAIDa2lr4fL52XuIRI0a0i0/+yle+gmeffRbNzc245JJL8PDDDyffq6ysxEMPPYRp06YhHA7j4YcfxnnnnYc//OEPOPvss3Hs2DHEYjGMGDGi3ffs2bMn7TGvWrUKd9xxR7d/syOwJ6nYPb0S2+zx6OVC0dk0OxH7LNK+jGWf8dsTU+S7Egmr/JPE1QI61OHjI8rr48QOzDwPgD72soAyRszlUCmWIUti9mQs89x2Z8CwZy6nw/x+CZ2pLFcx2VJOWirLRVv1ICLGlZM0TnO1fNrZfs3kVbvX1kn3aaqwHHm+a5+1EFF/1lDvCun6qqGlVpkyQQzaynLVBqKtXZ/UAtaQp8KAtdyzKNiY1euyfS/Z7wXpj5BoHx6Xi/ugslz9fjMkJlWVVInz7skxZNIvyPVw2xwaXq9yHElJ9f6YpN4V7IXQTF1toK1ITFsbkLLZplJPZzkv9pUvh5/HbhvOixcvtjz/6le/2uODsVNdXY3du3djy5Yt3fr86tWrsWLFCuzbtw+33norli9fjgceeAAAcNppp+G0005Lbvv5z38e+/fvx+rVq/H44493+5jle4RQKISqqg5UJpyIGQsLtM/oFoMpHNF6w4X5qqNPFaKRbhkrnQg9oBuqhARINrPp6bR7CpzW4MzOBtCDnXQidlketzv1YGsfrHqyrJXpUqJ0gq0x62fe26/+xuPAZyfoMJpQg05SfG+/es9J1yIX2M+lLGOGo/q6mtepPy7jiiEog2Rjs9Ii7k1psr7AHPR37VP9oVTd9PusHkeRjjM/113sE1tp+xKHLgmCvSWFVjFMJYLBpVYepMhFrr63vKy9LjCg25Pfp8aabBip5WWq39r3Fx0eaEfGQtMwBNoKsECVqU9VKVJw6mS5q4gjRZw8pjiAFKkxK12ahrKpxgF07HU2/zqYbhvOa9asyeZxtGPJkiV4/vnn8frrr2PUqFHJ1ysqKhCJRHD8+HGL1/nIkSOoqKiw7KOiogIVFRWYOHEihg4dinPOOQc/+MEPUFlZmfI7Z8yYkTTShw0bBo/H004pJNX3mPj9/qQXvt9hj2OU0qNDSlTDEFH+oaWqYxPDz5Nm9t/ZINJRQ7F7aQUpCS1e0PoGLcvmtAZn/gbTAysdsTk5kSSsQLFeqioqUN4MewJMb3QwEtNnTwYTj9vQ0vbx6aYnzkmTmGzHz3UUG2lOjCJRPcj3V6QNS8UvoP9X7+wKpgdY4lul8h+grq8Zy9xTQymd9z9pTLq0nrDblRvZR7t2sxhM4vjNdV8rfQ+gfqMU3Iq2agdLtrDrVtuRNp0uTKk1pifKqcLs+lnsbkqCde1l5+w642bOi8ulS29L8qpd8i8V/cix4LjkwEQigaVLl2LdunXYtGkTxo0bZ3l/6tSpyMvLw4YNG7Bo0SIAShnj4MGDmD17dtr9xttmQ+FwCt3BNnbu3Jk0qn0+H6ZOnYoNGzZgwYIFyX1s2LABS5Ys6clPdC6pjFVZFtz3F50M+LnPqPcyGSQ62qajhmIqT4hmMaAabGtMeTU97tQhIk4hlYErx7jnI50w4XK1eTBarbJzfp/qeMTTIYNkb3QwUobZPkCa116WJ+3qIN1N1skV2Z5opAu9Ec1mmcwl2nSwnXZfZop9xUSKGgwm5J5xuaxeNJHhtPdr2TKU7P2m5BBAZAFb2x9TtjAnf3IM4nFPJHLX18pvLgvo0BRZgYvF2nsys0GgWE34A8Xpj0cMP9Pj7HKptu31aO/48RNqggloR1I/8qKmxcxpyfcBLW0FTmIxa2ilWYtBxrB4m/a7xIj35/Ng4DjDubq6GmvXrsWzzz6LkpKSZNxyaWkpCgoKUFpaimuuuQbLly/H0KFDEQgEsHTpUsyePRuzZs0CoKTxjhw5gunTp6O4uBjvvvsuvvOd72DOnDkYO3YsAODuu+/GuHHjcPrpp6OlpQUPP/wwNm7ciFdeeSV5LMuXL8fixYsxbdo0zJgxA3fffTcaGxuTKhsDimCd7hjtZZTNogimh6MzA64nckHmvgPFeqnIJBYHEq26UTpN/izV+ZFzYk4EJAFG9H3f/1C9J5USAVX2OFfayOnUTjKNgbZ7IyR0wynXItsTDXMwTGVkFPi1ooa9pG9/QoxAUW9wG8uzrbGBG7KRqj1IiBKg2urI8tQeymwVAEqXHyJqE5I4l4uKjkUF6rvzvHq/ZgXZXFUElj6lvkEVyQC0RnKq8ScbSN+bqriMXAMx/GItejuPW13/UIP2Rud59Tnaf8iqRNSfEUWZWFzLxvrzgHBCq13Jb9y1T4c0iTdaxohSh+YgdQPHGc4PPvggAOC8886zvL5mzRpcddVVAFTsstvtxqJFixAOhzF//vxk7DIAFBQU4Be/+AVuuOEGhMNhVFVVYeHChRYJuUgkghtvvBGffPIJCgsLMXnyZLz66quYO3ducpsrrrgCwWAQt912G2prazFlyhS89NJL7RIGBwSHg9YkIPF0httml15Pakm4jkhncHeHdHqRkr0uRT+c1DBTlasVlRAzuc7tVgOFHPv+PKsXQ8JTcjVbT+UlE+NBJAIrhqVfIrXHngPAJ0ezu6TqJOyGuITciCEtg8TkU9VA0l+Xas34Tr9HSw2KNykM57W5bGAaTPZl+lEjOr6vs1U6vbP8EFnhMZfIs3Ud5NgL89Vf8x4GdMherojHdf6KfQU0286DjjzC8poYfoX5Wr+5NWaNxRbnjSDKGwOh0qYZkmev9negRrUPmUSnSj4fgFKWroS9kgnJKqFQCKWlpaivr7cUWnEUYuCJkev1qEbw/ofaqzFpfHsjsDPMuMiyQPdn3rv2qQHC41beZykrLUuYZmN2UicllfQA/fvNTkQ6Xr8PmDVZfy5Yp0I54vHsJsOkI5WHTQZLMYi9Hq0XbU4IygLKSJb7xOxOygLOuybZxn7uuvrc6ch9IBMBQLdr+4RvoGAm5DUZXkavF5gzpeNrmMvrK+3OnlQsVQiz9X37D6nwOCli0Ry2qijk+4CZkzveR3cI1uniO+62MLxYXDlGPB7l5ezNFQ4zVEPGF7uOfmf0Rv/dF5htJBtjvEPI1F5znMeZ9AGyRCYd8IEa1Xkml6U83ZOLMcXSezLb7EhCzcmGiKlOkur3SxJMtNUaZmLO8Hvjd6UKZZDjlaRQMwbQlCusCer7JJGwxsGaFbUAZ1+rrmIOHKa6QbrkLqG/JQuZbS9Yp8uG+326SNFAwrxHzfAEQN3Xb76j+kORhutqQnRPSBWuBmQ/jl5KKYcjAHw6lluMxlyUXZfzLhOC5PcLCaWJ3pukSu4ONVjzOdIh+UD2CrD9kVT9tpk0m83Klf0EGs7EihmzKfjzdFEUicPNhGwNIuZ+sinN1huYGfemrNWJRhX+EI6kzjbu6wxj+f5d+9rHAJpLmDLQiSQhoA1nCS9JZ2T2Z+ySWZmGIvXHZCHJkDclpyQ0Cuj/19LEDNNIpaQghqPfZ1UO6O3JoOjox2LqOLOZ3yFJXoCa3MtKmcejwlACxdmPqzalR+2kk+nMNana6oQqnXMjpJrMlAXUMe87oBU3+qvjQCZsx0+oMEKvR/0eWRGVhPFBBA1noku5ij6p6TV0ubTCggT99yV2RQMRY5eKQ07ybtqPVQYGictubFZSS06O/0qV7CRGtemB9OVpiUAz7EcGGPFQO6miYE+IGuoS8bg6F5Jh3lEMbF9PiLpKqok0oIwZJ09Yu4s5KTQni1I6XZC8ivAxXfa6N5RuJFQj0aawIXr62ZQHbGzWeRVS3CMSVb+3tK20eLavvZmAJvk0Ev5VWtw3+RLp2moqR06oQSfBA+p5OGJdfcvFeetNklUTjddCDWk3H8jQcCY6oeX4Ca2JLBTm60aeiRZjLrBXLZLlIVOxIxxRRpx9KQno/U7KjBk3PfSmpFECqoR4pMbZygQdJTuJx18SYQ7UaAP6cFB5rcJQ10qqUPY3b0sqgnXWmE+/T3tjZRl3oCRGmvJ6Zgx7a6u6rgNhEgS0l96Tqp5muJqnTdNcqsXZ8ytyjbQbmYz6fVo7vTmcPa+zXcEjFlftWnSjJWyrq7+5M2lSwBpTLInJudCqzhZiRL+xQ78mqjNxm9pQV1dsncKYkTrnxp7H0hcrAQ6AhjOx6nQCOikE0F5Ee9xtbyLLeObyoSlRJIQjqbN7ewNzUDC9dIUB7Z21SxqZ2s1ONSY7O49SWS7almkuoRjm636funaJhOqA9/2lc8+skzkcVL9L1EQiUatEl72YghNWP7qLaawlPZ1tpFO6cSodXQe79B6gEqLNEKMCvzIg+zIZ2cxHMRNyE4ns9iORqPaSuttKS0db1Xd3N7a9M2eGyN7Jyk22FEq6S7r7xZ40WFTQXlnIvkIB9D9JNjMJfGS5vudrj6kJm9ebWv96EEDDebAjnYDoggLKmEvVOfbVMrN4veT4YnHrsphJY7P6PZNP7d3sa9P7bcYInmjS51gkjSQrXuKCneyB6Oyam3HmXo/198Ri6neaFQXjcSCO9JW6ckG2DdfkCkKTLnTSkRfG6XH4mRCOtJcc7IvVp57Q0XUwvazBOtV+60LKOPC49YqJTOBlotSXv9085rqQVRasJ8dlD8/J86YviNSd4zX3YTdCZXXj4yOqOmmuqiNmQrr7xZxkxeK6rxc8HqDiJGsSoc8LRFqzH4+eS+zJqGZyZqhB9e/9qf1nERrOg51U1QJjcWUIAs5oFOVluhF7vVBxDq7UVcxcrr7xiMfiOhlOkqYAdYwHatTS7vETquOUmHKge4Oc0zyYqVRPdu1LPbmRMKDeXOLLRTW3yacqI8W8B/0+NXmwe2H6Y0KgiYQdSZEe8b4C7XMLnExH18FcURMlHKBtVQiAt01xSJQl+qo6phiwRQXaG1hU0BZPG9Pa2kD3+wgpgBI3wuAA3beJ2khXPe+pJuHmaqJU4wtHVMGnUIPyONeF+qaIULr7JVUxGjOEwZ/X3kveYtRI6A/l6u1lthub9aTMPt4NQmg4D3Yk+UtKjwqtMWc1cGmwyWVTH1BSqOPgxJCWmOz9hzJL1soGqQxHWeYEdDEZef7Xeq1U0Z0Zu5M8mHZxexngTK+saVwmEkqmqTfDNLJluNrPuz32L9qqi2Y4SSElWxT4rZ7HrspT9jWdXQcx4lKVNmhqUX2Kx6MmSH2VlyC/wdTIN400UXjpSR+RKjTCLEgi4SxiXGfyPakm+2a1WkB78WUC6vepvt0MAevNc95ZcuD+Q+o8yPFK8nxZQP02EylR3V/KZhwOtj/WxmYdZgc4x3HTB9BwHuxIHFkiAXx2QtcF3nsLU8lBPC51IR324HZbS2+LJ+DjI2pSkMsGbh6bGI6Txlsly+zxoHEjrKOrOMmDaQ7QIoYfierYeDuJRO8vvWbLcLVrGh8Oqti/mqAO2fB6nHFdsonp5UzlxRwov1eUHcz+T0qMm7rCkrfgRBJxa7Jid66NXcPd67WqjbTGAA/0+Yh3ELIj7USqTTa16HvoQI3eh7ct+dI8x4lEm2HqcWZIW+0x9dtjMfXbwxEdm52qvy/Mt8qTOhnxoHvc1pXD1pi6pmbBrkEIDefBjjRil0sZzfl+ayUgp2HqC5ueERnYwlDamZ625AwXrJ16LsMcJJykqUUNBOaSL2AdhAV7fFwmOMmDacrVye9tjWlPbCrkuvV1yElXv9+cIJkx7QV+rQJgL707EDDbnOlddNJ92FPkXqgYpv4Xw8eXZ030csrEyAwbMUlA38/dvTamVxtQoQeyL9MZYJJuMmwPBYy26ufmsZtGsz3czqmezYphqRMZK8utKxdDS9X/Tv0dqRDp1HiifaKjhGc5KVywl6HhPFgxM2ZNWaOGJr1N7bHce2u7i1mVryxgTcSQuMRUyXe9EeYQbU09uLhcOja0Ndb/VAlSYQ4Ypt63WRjFXPLz+7TH1jQ+++Ie6+69YMb4yYRBDIfmcP8JXegq5iT7zXfah0H1t8HUroQj90Jhvm6bsbjWL3ZSOWE5v2I8y6R8ZLl1ZS7b18LuDBCCdfpeML/bjAe2x0UfqFGODrfb2heaEqhOvo8mVFl/M6BXZSRWu6hAFQiR8faAw+VHBZHblKqU5vjq8TgrXLAPoOE8WDEzp9PJ/Tgpa76jgSBQDHg/bZ8sKAab6W3OhZamHFtZQMtVyXeZRmM8rgePCVXOLnySKabHWTxV23bp9+2JkIA2riXhrK/OgTmodyX5yJy0SbiQFHYZCNc0HXJ933xHXTu7Mkp/G0zN47VLcgpmISinIfJtNUFl6EiyGqAVKmS77pBKSUMMQjtmQaBU5zUS1drX0s5CDartuN3qEYtZCyn1J8xVmaRsapt5JUazjLNOSrw32X9I30vlZfpaHQ62T350UrhgH0DDebBiDv7hqBogXC6t/uB2WxtIX2MflE3D/3BQyf/UBHUHnCoJQyThREszW14Z89jEK9XYrAeTVMcyUJa5U2mtej26ulQ4ogdgQA8gYogU+PvuPKQLQegISTqVZFS/T/2GE01A/Ufa4zcQkfYSKFbGQWtMF34YWZ66yqSTMQd/UYoQ/D7Vj0gFO6dWSGtsNsLU2gza2mOqIinQvf7bXI20e0dlwi8xy6JfPKREb2Oe11QOmroQMGqEPnZzdcr0NvcH7GNIZbk2nFtbdfx32PDUd+aQ6ouVm2Cd9iqHI2osHVluLQpkrhr0p5WlHEDDebBiGm5mQz1QozuzkkJrw+jLpVj7DFckk/K8Vgk4SdKSTlhKxsqyoXg/5Ldkw0OWymBIpyoBODN2vLuk8jyYahONzcD7H+r3JFZOlpYl2cQperideZ4lEdDEZ8hP9aY+dW8j7aW0WIWptMb0uag9pozN1lj34vb7AlOCzi7JWVSgQlH2H1ITYCdVSLOHQogDxOVSoXb5/p7106axu+cj9dcMnRCngxnv/Nd69dzU/xdPpb04CKCMNK9XT6AlEc0pjppMsY8h5WVqUiBhjhLbXN92HmVc6kjGsbdWbuyhSibxOPDJUXX8kuxt2giSBE7DmQwq7F4F8ZTKa6mW0PtyKdbuoU1W5rN5KMQTUphvNeAiUSXgbkpodXe5yS7BJmVp60I6oUaMY49bxVubHqy+qoSVC1J5zuX5e/vVX5nIyGQHsGrE9rXsYWeeZ1PJxW4ARKI6TtvlcpaBlW3MGGe7RnfFsP5jMJtIf5Dnbe9hTiSU0SzJn309wbMrVEifJse0a5/qtxub1bEfPwFgfNePWQpOiQPF7h2VVRf7PSDGoikbCqQu1Qyk0OF36fGnvxhkqcaQCVX6PJhhKXJ+Qg0de517KwzCHlIDWB095vVKNbkcxNBwHqyk8yqYM0t7o3ZSXJP9WORYD9QA8On/7YaOXXO5ux4ZsxORwdY0iMMRFcJQ4FfSSvK9cm77WyJVd/D7rJnyMqA7lXT3t1mkQfD7lFEVj+uBxuMeHCVoRTHA5VK/WZIEzcl4XxuZmSKrReVl6tqZHma5lpGoM2K30xkv5sQO0Pdpd3XiLX0prO3BXNIX8n2qKp7Ho0uzF/jVyoRU1/R4rGEZgPI4m8Zza6t6OCWvJhPSjSF2J5MkEkphKJcrvde5t8L4Uo2F9qJOgDXm3D6ODVJoOA9WTMmceNxqPKdrtE6Py5UYZrdLe4r8Pq09Kp1UV35DKgPXDM2QwdVuVJWX6dfMz5reIScMxrnicFBdA/G0m4ZIUYF18HVKMlC6e0M8cGYI0JiR7aW5BnoJWrt31lTVkHYC9C9lkcZmZcjUBNUjkVDXt7FZ3a+TT22/wtRXpFKo2LVPJzWeaFSxzeKR7kkV1XRtQYxpwQWgIB8ogLo3vB6tHFRZDkRqlCEmiX+xuI6JThU33heVX3NBqkm4FHyR8JXG5s5X23LpYLFf42CdTtj2eVW1Q0lwNMNvKsudpTDTB9BwHqyUlwEH8rWXtCMReyeSKmxE4v1EoL81ppUtJCSgq51Qqu+RhLhgnYoDA9QAIs5Ur0d7FyQsRPZlJpHIMQ80RFEkz6vPBWD1YI2C1kDtq3su3aBkevCCdWoCIHGaHo8yDPcf0ttLFciOvEgDAXsy3SdH1aMsoJefC/O1wkh/wF70RFZGmtr6RTEunHA97cch/YspcSlxxrkytlLpRksxqgK/uhckD0Ck10QyLxxR708+VXtepUS9yKGK/Fl/J5VRaupuJ0PV0sj7CbkMj7T3f4eD2hEgJcJbW1WOyh6X6s8l4X0gXKMeQMN5MDNmpGoUsnzenwb9VIanNH4zts6kO6VbU32PvZKYnaYWdR7t2eUDtXiEHbvnX2IeZZL23n5VFMDvU+epLtT72qYd6UjLtTINKql4KL9BPHpFBcoYEFk6qYw2EK+tec/u+4u1hLzgxKqj6ZAEt1hcedY8hp6wFBJxMmb/sucj7SDYf0gZpLlAFHPMhL/aT7XCjJk8KysPZvy7ecxJVSdbP9oVaUgnkmpCLtrvdmKxjn9vLh0s9jHJlGQ0Q+oSCR3v358mxTmEhvNgxPSoSdKGeFr6OlErUzpaVk+lxyq4XV2TyzLj/cSDYl9iFBm/upDuZA7UWBN3zOMb6NiXlCUT28Q0tsLoPWNTEps8RjUs8SzLMZYF9MqFbCOeZpNEQnnIZHWhqaV/KgN0h4pherXFHGSlemd/mDyYHjZ7/O2oEc4/frMPDDVY5cTCyE1fPmakjmMWJCZWYv6FeFvCdH0DMHFcexUnQIcu+H3a2O/vIWx2g1RCNFLhy1Mhkyca9fYmuXKwpKtp4MtLX5xrZPnAVQzqIjScByMiJ2OWBfV4UmQ590PE62zvqKRjjrZ2XdWinWa0YTRIgQ+psiQdTn/yvGWbdJ19qnK9UqK6N1Y7zMSm1pi6H0TlRB6CL08ZB0UF6n/TY24O8naPUH/2lHWG6UkLFOtJkWm0Acob2R+0nCvLVT8hoTjS/0mBov5EoBgoalv1SFfqPhuY/WsqpQwT8UpLGCCgjW6JJfe4dYiPTLCzXaCqt7H3CeYEzcTr1YnlsZgOJTQdDj3Nx0lHqpoGokDl96ljMEMd+2ObyCE0nAcT0rBSGXX+PKXb3N86rFSdhRnrbJbOlcQV+Y2ZdjTmsqJsK5W5jp/QA1VRARA1ljB37dOdoJnAAwxc4yod5pKlSB55vVrTtLFZh3B87jO5OQa7VmnFMOV9tqsRAO295iIvaLYdM7xkIIfeCHZVh/oGde18eVpBxe1W7/UHyUXzmm3bpWQjXS7nJKt2BbMynZCr32EahuZk2DTYRXUG0NKmpgNC9JtFnk2KapjGXH/F3heIDGe70EHDUeVqazcSIha3Vb3NhM7ioc2VZru3+XDQenzTTrd+pr/ZBTmGhvNgwYzpLMwH0KY2IQNdWaB/zihTLYuJV8PsCETqyOtRxtK+vygve2fJDtJx2GNwiwqsHnsZcGuPqTAE0VmVTrDAr70r/WEZOxeYqgzwqPNx/IS1nLEZwpEpXZkAidE+tFRXv7PrD5sFaiR+s6kFmDVZl9TtL+EI2SRVvKVItRX4kexTfHn9Z6A1wwYAZ5bW7g7FhaqPCzVkv1+3G4YHaqxxsV6v9lS63TpMI9RgbWuNzTrkQzysQP+5d9Jh749ksiATdHsMMaD6xLIA0BwE4AIKfF0/D/bzlyr5zzTMTW9zJKpXEGQ1bTBIpnYTGs6DBUlO8Lh1prPE44o0Tn8k1bJYR7+lNaaNMzkfHS0rpzLMJdnN3vmlCkUwE2MqhlkHiMGGPfnE49GTCdF0HVqa2b7sVa86i4uU7U8do7eRYjV26kJqAmR6l8MRVV56SIm+XwbbdbQbTOZEFVCTUEkiEmPUyQPu/kMqxMQFoLAAiHn678RWYo/lf1Fw6G4ly0yNJrkn5FwCVk9qPK5zQmqPqb9ej2r74YgO2eiJrr7TsPdHIl8qzqn9h9pXIPV6VL9jr9rbFePVfv5SJf8BWgUlErUWs/HlqbYr0q19WfDM4dBwHmika2jSeEX+SzyjxYW6bHV/xN5ZmFWv/D7VKYuuqV1wP5GwehzThX2Yf2VJ1O+z7k8y2k1cLqssna95cOlf2s+neD1kYhNtVQkn3YnnS1X1qqN7eN8Bda3qQloJA1D/y5L2gRqtvJIqTjQeV23GjHEe7JSX6TYhq1dutzWkw2leKzH25T5MQN8D/XVZWtqXtDkJgehuJctMl/3lXIlRnIqPjwCuo9rRIJrupqpNf5hoZYq9PxL5Uqk+WXtMxw0DeoIuf82qvT0xXlMVCTOdBuLxN6U0TelWaRP9sT3kGBrOA410Dc1svIBuLC1hYHTlwOiwpDMXY0ziU2VASScfJ4jH2CxVa8bmArpzC0eUARVvMxakrKxI1QHqOICBswTZVTrS2hbjtCaodWi7QqqqVx1hTpgam9X1kxUHOb7yMjWgyH2S79N6pib9STki1/zpz1YteJdL5UtIuIYTvVb2VSkJa8j3q/6wqMA5x9pVZEJQVADMOav7++moz7JLOQK6Gl6yoqSnvZNCaGzWXnBZvXPaPdITUjlz5K+58lsW0PehVFv02lY/uzt2dOSpDtbpEJm8tjwTs9S2HA8wuBw9XYCG80AjXUMzl2l27dPLqq2x/iNB1xnmIC0i+5LAZBrN3rbKZx6PGuRlZh01vMdiFJnZxk0tOkkQ0Ps0vfahBl3Yoz/GjGcTs8KiYMr7ifEsiYGjRrQ/Z+kGgK4u65qrA3L9ATWIidQgYA3PkOIO4aj+rMuljEKvZ/BNhFJhj0mXGGH79XLSuTLVNEaW62Xzhib1fnfDG5xEOAq8+U73+6GO2pdp/Nnj3SW5r6hAnVfAGpbl9egxSCrQDfQEtFTnsqhAh0iYRYNk4iNjcnfDV2QsbGpRkxzzPjgc1LHME6rawtIMo1kKOnWnYNgggYbzQCNdQ5PkDFM2aqCRShoMsBq7gBokEwnVkfvydLKghHXkea3lbJNVntJ4rFvCwNTPqv8PB62efXltIHlUMsW+yiGYclampFVNsP0gLwNJJGo9d2ZsbWfFU4J1aoLkb1N/EGPP7W4f319UAERcesky4tJeaUDdI5JxTlRMuhny1dSizuf+Q84tzyvhJeGIkpWU+8/tVjrv3Q1vcAIS6yz3dC4mAamkFyXOOXxMx9Ca4U4lhfo+2LWvvXbxYOkX5bfu2qcn6bEYUNesJnJ2rfhMsTsYRMlDxiyzb7WPj+bk1+/ToZzdKRg2SKDhPJhIFYfm9/VP+aVU2MMqzMQV0zgyDWHTGG5oAj47QS/Z26WTzOVG0+AzB1oJRTB1iQdrqEZHqx8nGrW3Rc6z253ew9wc1ufTXr62s5AJ01A374OR5daJZFGBag/mNh63isc8fkIZhgOlrWQLUzpQVmcArSoTiTrPa2UWpDCNZrNIR3/FnkcQKM7Nd9gnsRJyYZ8ou1yqjZteZjGsB9JqZ6bIhL81pscQCQeTFQ+vp+v9jN0509hsnbjkGaaeGQ8v7dV8Txwefo9O3CQWaDgPRNIZH4Fi7R2SAaO3Sx3nmlQeSrMjz/epZcx0wv32jgRoX25ZXhNMj44p+yMG3WDyqJh0tPoB6Hs0mXCZp8+dGFxlAR3SIYOsLBWLx7qzYhuV5Va9bUCFhQSKAbQZzl6v8iS/+Y7exu3WSiiAGtAGUhJTTzF1YaXkuHmOxVPvtNUWWao26aiQR39CpMVkub03fpe02QK/tSSztG9Z6WzzP7RbARzo2BWATEdBquuT7+9cHch+ju2hmEUFOrRQqpsKoqQBIx9H+lKJjzdVQEg7aDgPRFKFBgTrVAfmcunZp2ncDWTsyRn2hC9ZbgZ0lasxI1XcrWAacIA6h9FWtbRrr3g3WD3MXcE0qkMNOtkyHFEDcGtMT4AK/DoDPFhnDcFpDncupVheBuwxVggklnrXPj1g+PPUgCKju1Q9qwupa3+ikUuXdkxdWPH+ez3tZRedFr8qEynTaDHzGvozkuDs9fZeQSuJGW8OqzYsHtVYHKj/SJ/nBPREGVBtbDCs4JjOnDEj9cShLJA6dLKhSSXdiipKoNhqeEuYi99nTeIrL1OFfMIRdT28bZJ/Xo/al8Q626U2AWVci3c5VbghsUDDeSCSSghdEtxEdkbkuJw0oGWDMSPbD9Tm0lQkqjocs5SoDPThiNWDKYYcoAyoISXKwB5aqrVJ4wnVIcn3mN9HOsZc4o21Sb25XOo8mxJN5tKjJBF2NalIwjJcsBYkqG9Q94G95LZMkJrDQGtd2/G41ESpP5ST7g3surCANoTkXDqtLYiGrlm4yONR13sgXFdJcI7Hey+2vLxM9YEi12jH5VLGmxiAZQGtuuKke6M3MMcimUCkQs5j7THVlupC6iFeaklulkRMCYOR6x81kv2aw0Bjm4FeE2wfoibby/1vrypI2kHDeSCSSghdDIFEAmhqVh2X05J2skFn2eBJ2R+PMoZaY3pSAajzU3tMy9eZscwitRRq0HGv8fjgjNXLBuYSr5znRELHnwLqOtk9H2aii4j4i+5oumswoUoP3KkSP9MhBT0AvS09MQqzrckkRlRlTKmyTJM4e4PaY9ZrXhZQ17i+of9f12CdXgkbWd67ld/y/cpTmu9rk6Jr8zjH4+pYTD17CR8YLIgzxzRwzZANsyCMHfE4y8Q0GVrRFgZlhrrVNyivcUOTcj6IbKZ5v8fjan+joBJjzdfFSB8IZc9zDA3nwUBlubXUqchsDTbMJf5UZU+FWFx5kgHrEhagOqfWmOqUzjnbmkRIuoYZS4eQPo8StuH16JURc2ldkgjNBMEw2nv+0yHxuAV+66oCoD2QplxhWaCtzHZ04Hgms02qsI2iAqvCgxNCIcTAE2Q53C6b2B85HFRGc2mx1VAFcn/eW9pCBlpjwMzJqbcx+1+7qsZAxlTSMIs2mSEbdSGl4SxjiyRVBtoMWAkndLu17r1IzXnaijHF4+o6iFKQ9GsymRL2/UX1ey6XDouLtmojXY6PpMXd+SakXyNeB1GGAKzL1QONYJ3qoIJ17V8DlJd9zEiduORuK7k9aoTqwEaNULP1keU6OULix8rLdHy4GAdjRuoB1/xO0jmmXF1ZQF0Lb5sUYCyuS7/WhayTHIlHtsfpSbnkdJix/6XF6toV5us4Z/F6t7bqQjaSWOPLU6+L7jSxUlmuzmnFMF1V0YylNKuh9QXSB5irGS6XDtMaCDGdcg3MUD3zeS6pGKausceTvh8sL7P2v52114GGXI+iAp1HM+10HSYmiXllAdUvNYf1+REjuMCvPiMrJbGYam9+nzr/gWL1HaahbP4PqDbZ1KL7skhET7bkGg30yUwPocd5IGIu0YnHx+sFkFANK5EYuDPKVImR9tfM10UtI1BsXcpPVQY6WKc7ITEOUqlokMyQpCIR6gfUgGomYYYjAHzqf/HCjBmp1U+kIIks/3Z0X8t7LpfyeDW1qGvtcbdfKs3zqmsssoKmh2igtp2uYtfSltCvphblHWtt89qXBfo+nlWSqgQX1AR5QpU29Pr7dbWHqfVmfPmEKjXBNYt3pMOuqjNYSOV5Fs1lWREONaiKj/sPAc1tMpr2iYiU7QZU+5JQkLqQand+n87HEcS5IyutlsRYDK7rkAVoOA9ETENRaG1NXZltoGF6W0y5LPM9QHdiEmohsbaSiAGoTkYMA7Nwhl1nM5V2M+kcM6ko2qrPv51oq672J1UGpQqZufQei3V87kMNWj9aCpzEYsrb6IEuiCLhGeIx3fcX4NSxLHxix4zTNCttpkoQ62tM7fCiAusky2kJjAMNkT8zq9cNpnNujzW3J++bfV6gWI1J4jwIR1R/JyujYiTH4qr/O3Ws+py9om20VY1ZZoXgaKsO64jF9Cr0yLbjkPjrwXJdegAN54GGKe5vhmcAuopUbyaN9DZmh2zO7DtLhJSS2iZmqW6zczt1bHvPDr3O3UPkkSqGWePw3W4dmyfhEyaxOPCFaVbd5Xx/x52/GMJmu8j3q/03h9VfqXC2a59OcJMlZV5XK6m88HalgGgUqIvo7fqq35Hv239IXeuyAK9ntkmlaATodjcQSpl3h1QrnjLJFM3lSFSdI7vevCBhY+Y9KyEfkrNjJrKL0S2TxPoG9Zq57yEl1mqOTtNbdzA0nAcah4Pa2DM9PxLPZ0rT2csY93c6m9nbtz1QoxK+UlUGBFSHIyEZLpfybA4tTX3OqN3cPSZU6clcjRHvKB5hSRJM5Yk2dZcB7XlOd1+bRroM5k0tSmIu3ubBMa+jDGbm60Rjr9SZirjRpvq69Ly5wjFYjbhcks6LbLY7YSA7b+ykGxvM9uDLsxZGAdob0BK2YQ/5yPO2KT5B688LsjIqxVDEuJYVl45WZUlaaDgPNGTAtxsaiYRqJJ8cHThVsuykm9mnwsz2B6wZ9WUBa4yzKDiYM3o7g2npMReYkokmXo91UDFJVTygI8RIF2qPqaXLSFQve5pa3CJfWJjPa5uOVJUefXlAc4suNORy6eIYvZWslopgXZtmc8JqxJHcYm930p/Kis5Ab1vpxga7QS2rMmLsmjKpgHIk7PlIOQxMxaFIFIi4dEKzIAa4nGvzfa/HGqoYiTIUrQvQcB6I+PLal78FrMlPA7FqU0+8vuEocOoYFQdbE9TqGYCuhAW0D38h2aGyXC8nAmpQkPtVysem0jlNhQwoHWF6utN5vriK0DnmoG+GRe3ap9qUx60M1XhcJz7JEnVvehtNY02SAknfIDG6nj5WWulr7Dro9qIwMhYBOqFPQjDCUAav36f6x3AElhLagBrD9h3Q4Wl5Xt2HmgWmzL8kI2g4DzRSJQYKUnVIJLYG2ky/K15ficcTY6211TrDD0fUzP5w0NqphNKcW9I9TGUGs2OX+7S+AfA1K69vJKplrOyef3OJ0oyVtn9XKtWUdPcMVxE6x4zXNONbpSqjxwMECrReMmAtGyz7yDVmO+bkt28xJ6RsXwr7yk1luRG64QLEHrb3e+GIroIrSH6I6Wiwfy5meJ7D0CGJJCMcp+O8atUqTJ8+HSUlJRg+fDgWLFiAvXv3WrZpaWlBdXU1TjrpJBQXF2PRokU4ckQv23766ae4+OKLMXLkSPj9flRVVWHJkiUIhawD6qZNm3D22WfD7/fjlFNOwaOPPtrueO6//36MHTsW+fn5mDlzJt56662c/O6sIVqRI8utjcHlUg0Q0OU6BzOiVzmyXHU09mUuQCWm1Teo8+htm2OKQDzJDhIy09isznNRgXpUlqtHnrfNyGpSxvOpY3XVMb9P6z+bKwTpvCcyONW0STft+Yja29nCrv8qJdLDETVozzlLe3kry1V7k4qbuUI82/sPWVUHTFk60vtQK7g9Mm4D6v7c9xfVD5a2yaS6XVoRw45ZPr4sAEwcp99zGyaeaUi3tqowjbKAegy01ecc4zjDefPmzaiursa2bduwfv16RKNRXHTRRWhsbExuc8MNN+C5557D008/jc2bN6OmpgYLFy5Mvu92u3HppZfid7/7Hfbt24dHH30Ur776Kq677rrkNh999BG+9KUvYe7cudi5cyeWLVuGr33ta3j55ZeT2zz55JNYvnw5VqxYgR07duDMM8/E/PnzcfSoUarSaUinFChWhoU8CvOVx8fj1hJbNBrUYH7O2cCk8aqjko5GpMkSCV0xrqMYZ9Iz3G4dHyulmcvLrKoaklU+oUptK15Ne2WsdN4TGZzEyI63qWXsP6TUOfYfSl1Ah3SdynJdlMHlUoP02+/q5CapfpYLgnXqu97/UE2QaoJWxRy3m9eYOItUxWHqQmrCVxdSY7ZdWchEjGZB+sACP/DZCdohUVyotxGHBScxXcaVSDjbEggGgxg+fDg2b96Mc889F/X19SgvL8fatWtx2WWXAQD27NmDSZMmYevWrZg1a1bK/fz0pz/FXXfdhUOHDgEAvvvd7+KFF17A7t27k9v8wz/8A44fP46XXnoJADBz5kxMnz4d9913HwAgHo+jqqoKS5cuxS233JLR8YdCIZSWlqK+vh6BQAaxl9nAjOcTT2pRgQr+339IJVW5AAwJdC7TNtCxx7jK81QJlvYEMtJzzPMvHuHSYnVfBuuUhqnw2QnWc//mO1r1omKYjk3vLAzJXrhDSnd7PUBJkfUYSPeRrH+3y1qGe9rpuVVV2LXPGq7j96lVNrnGfp/KAeE1Jk6kozFIKC5U74n55vXoIk7i/LH3hWIXtMZ06W5xUhAAmdtrjo9xrq9XkmpDhw4FAGzfvh3RaBTz5s1LbjNx4kSMHj06reFcU1OD3/zmN/jCF76QfG3r1q2WfQDA/PnzsWzZMgBAJBLB9u3bceuttybfd7vdmDdvHrZu3Zr2eMPhMMLhcPK5PTykV5DkC6B9+EFjszKmB3tihiDGWlOL6lQqhmmjzYx5drvVe+xksosZIxuJqs5c7ktT5qyowDoAHKgB4NLXJVCcutpjR98phBqUwkagWA085jGQ7mNK+tnj0u1attk0oO1SgrIMbcZgD7aqdcTZ2HMEAO1BlkmnGWoRbVVJrtFWJcNpFoKSMcteEMosnCKl5km3cLThHI/HsWzZMsyZMwdnnHEGAKC2thY+nw9DhgyxbDtixAjU1tZaXvvKV76CZ599Fs3Nzbjkkkvw8MMPJ9+rra3FiBEj2u0jFAqhubkZdXV1iMViKbfZs2dP2mNetWoV7rjjju783OxRVKCrZJlI6WCAiRmCnCtJsBB9V1OjNhJVHqq6EKsr5QqRfist1ufWLLAxZqQeXEyFjbKAul49EfAXhY1d+9ofA+k+5WVtWumGHnc4CryxQ+UWTKhqn8ycDS90uqROc+JFiJMw24F4mu0ScSIdJ9tEW9VqjtsNtGhnHYoL1XNJxk2l1dzXmur9HEcbztXV1di9eze2bNnSrc+vXr0aK1aswL59+3Drrbdi+fLleOCBB7J8lFbke4RQKISqql6UPpI69rG2SkOxmFrCaQ6rxiJLk+LNG+yNprFZyWXJuZIiMTKAi/dZDGh2NrnBVGMwJyfmeTaNY0CXoZXqW+Z+enIM9ERmh2Cd6neA9nrcNUFlOJvnPBeDuVnoKBbTRY3kuNiOiRMw20GqhNlgXfuk5wK/mpCGGpTHWYxlu9SiJGCn0mpmX9ctHGs4L1myBM8//zxef/11jBo1Kvl6RUUFIpEIjh8/bvE6HzlyBBUVFZZ9VFRUoKKiAhMnTsTQoUNxzjnn4Ac/+AEqKytRUVFhUeKQfQQCARQUFMDj8cDj8aTcxv49Jn6/H35/DhNfOsPUyBTPqX0ZiLNNTSoPvN17mU5yi2QPsxpWXUg9TM+JaWSZcnLmvdyVeNX9h3Q1MxloKD+XXfYd0MvGY0aqAV5ijyVBM9U5z1b7sodbAcr7HXUzHIc4C3s7kNoBb7+rpVNT6dhLiW5JfrWHX5iT19ZYeqcE6RKOM5wTiQSWLl2KdevWYdOmTRg3bpzl/alTpyIvLw8bNmzAokWLAAB79+7FwYMHMXv27LT7jbd1nhJ/PHv2bLz44ouWbdavX5/ch8/nw9SpU7FhwwYsWLAguY8NGzZgyZIlWfmtOcE0Lg7UqIe9IAQ9a5qOBm77+WFnk3sqy7VxJTF7Hx9R8ccdnf+u3stScpull3OHqQIgITZCUYEyCsSLJrHIXU3WS6XNLd8XiaauRika4WzLxIlI1dLGZqWxLEa0y6XvW/EgWyoFuqwVcAG1n0SiTVLVQ4dZlnCc4VxdXY21a9fi2WefRUlJSTJuubS0FAUFBSgtLcU111yD5cuXY+jQoQgEAli6dClmz56dTAx88cUXceTIEUyfPh3FxcV499138Z3vfAdz5szB2LFjAQDXXXcd7rvvPtx88834l3/5F2zcuBFPPfUUXnjhheSxLF++HIsXL8a0adMwY8YM3H333WhsbMTVV1/d6+clY0zPncw+m1q06H9npagJz09fUl4GDC0F/lpvlf87HEwft9qda1UxTHucSW6Q6+j1ti/KFGqwLj2LgdDVaykrDicaVciVUN+gvMqmIdEcVq9JhTZCnIqZ3wFob3Nhvp7o21dU4on2Hme7E4grplnBcYbzgw8+CAA477zzLK+vWbMGV111FQAVu+x2u7Fo0SKEw2HMnz/fErtcUFCAX/ziF7jhhhsQDodRVVWFhQsXWiTkxo0bhxdeeAE33HAD7rnnHowaNQoPP/ww5s+fn9zmiiuuQDAYxG233Yba2lpMmTIFL730UruEQUdSVGCVZCotZoPJBPFguVy62hk9kr2LdP4uly4Va793eypnJgmBJHdUDFMTH/EGS5/UGrPqbvcEc4WtLqQK5Ugss0htBetUaA6gk0kJcTKhBmUsi2KQxD3bc0Bqj6nJaWF+6n7S7ligQygrOF7Hub/TJzrOgFXLdNQIDhaZsmufihsz9THnnNW3xzTYeGOHVQYwld6uxKGb7+VSG5h0HfMaFRVoD39dqL1nzOVSg79dOq4r1zGVfjOgjHS5n8qoXU/6AaZGvTn+2Pu9dNuRbpGpvea4yoEkS1SWq0Fi1Ag1SFGCKTMqy1VipcCl/N5HysUXF6aO2wN0FUDTwyLL9qb+M+k7zGskMeUfH7HGOgNqclSYr5V/unsdK8tVWIgQjqiHGM1+n1r+Zl9InE7FMNUuPB7r/Wrv9yqGaV1m0ms4LlSDZJm6EKWXuoKp30zPZd9g6io3taQW6u9KUifpG8xrFGpQRjOgk5WkCEO6+MvOrqN9hUF0o9OVJvYaspxs18TJTKhSbUMmkHK/2vs9hpz1CTScByJmye3CfMY3dxUmBzqDrhrCvG7ORQb3mjYvcjyhJkWRqJKtk7hkIPPr2BVZzbbcaPaFpN9AR4BjoeE8EDG1nFmLnvRXumoIM8bZ2dSFrPJZf623vh+OdE1ZI1XRnLJA+xUKrxcoKeR9QfoXHfV/UtgH4BjfB9BwHoiwrDYZjLCwj3PZf0gbtF6v8jAnEur/dKEVnWFKb9rl7kz8ebpYjnyOkP6M6DzL//KXY36vwORAQlIRrFMDMhOJ+g+pEgaJM6g9pv+vOEkn4MbjymPs92kVjHRtLl2bLCrQSaSV5Xo/JgdqmDhKBg6V5ep+l3ueidG9Cj3OAxF63noOz2H/gzHOziRYp9QBpOBJ7TGlTSuyj00tKhcjHFExz+mS96RNNrWoHA7RWG9sVqFpNUH1XaIR7fUoI1oKn3BSRQYK6fo63t+9Ag3ngQiTCnoOzyEh2eFwUBmzRQXKiG2NKSO5tM14drnU6/G4kuASyTi7YVBUoCoEShW1mqAynCvL1euyX0GKR3AJmwx06DToVWg4D0TYiHoOzyEh2cEsH+x2KwO5NaYS+U40Km90JGr1EJteZ0n6jESVGoeUYs9rG77Ky5Tc3SdH1euuNgmNxmZlWIcalIc61EBDmvQfmOzsWGg4E0IIyR3lZdbQJ0AZyRJiEYsrY9fuIRYO1Kht/T5dhVAqBIpnurFZV/sszFfSdrKPmqAy1muCWhtXjosQp8JwQcdCw5kQQkjuCNYpb3GBX8vFifHrcimjNpHQHuLyMp0IaBrQXo8ul/32u2r7PR+p56ZX25TnCtZpgzrPyxAs0n/o7r1KT3XOoeFMCCEkdxwOqoQ+j1t5lAPF1gJNgr18+vETKpSjYpjVgxys09VQ43HlkZ52utVIMMM7AGV0i1FOY4L0B7p7r9JTnXNoOBNCCMkdkrwXi2u5LCnQZHqgDwdVHLI8l880NmtPM6C2MwuphKPaOy2GghgPBX5gSAm9b2TwwFWVnEPDmRBCSO4wjVlzMDf1Z+sblDFsxkGfOrb9Z4J1ynttYv/c4aAyvAH1115JkJCBDFdVcg4NZ0IIIbnFHMzNAiZiFJ9o0l7kRELL1EWiqurggRoVu3ygRkvOuVzqMaREfcY0xAHlpTarCtKYIIRkARrOhBBCeg+7cVteBmzbBbRCGcCSzPfXev2ZMJTRLEVUAC1Ll0hYQzmA9svVXLYmhGQJGs6EEEJ6DzFiiwp0bLLXo4xjQGs9FxeqwiniYU4VouF2q9ffflfJ1YUaVDKheJe5bE0IyTLuvj4AQgghg4jyMuUhFk3lw0EVhuH1qPfdLmUQ53mV6oYUNDG90YDaBlCGdWOz8lC3xlRJb0IIyRE0nAkhhPQ+leWqoIkoXpw6VsnOxeLKaC4qUDHOhfnAqBHKo+x2K0+0262MaImL9vuAoaXK+K4Y1qc/ixAysGGoBiGEkN7HHkYRatBhGeGISiIMR5QBPaFKeZWPnwAamlLvL5FQRnNjs64oSAghWYaGMyGEkL6nJmh9LsVLhMpyFdqRSKjwjcJ8FZoRjuhHXQhoi+yg4UwIyQU0nAkhhPQ9eV7tcQa0gexyAW/s0OEZgArp8OWpAiq1x6xqGwlQRYMQkjMY40wIIaTvmVClwjK8hj8nkVChGfE40Nqqnns96lHfVmXw1LH6c263ioemt5kQkiPocSaEEOIMwhGr99jtVo/WVv3aqWPVX6kQKGW843GVbDihqtcOlxAy+KDhTAghpO85HFSKGhKSIQ/TaDaJRHXMc2G+VugghJAcQsOZEEJI32NW+dt3QIdm2BEPc2Oz+uv1qFhneU4IITmEMc6EEEL6HimMUl6m9ZntuN3K0+xqK5Li96nQDbOYCiGE5BAazoQQQvqeYJ0qwR2sA0amCLlwu1VVweaw0nxOJFRJ7gM1Kta5wK+M6mBd7x87IWTQwFANQgghfc/hoPIaA8rzXBfS4RdDS5WhXFSgXisq0DJ0so0vT3udqapBCMkRNJwJIYT0PWaMMwCMGamMYCnJbSdQDOz5SId12D9PCCE5gIYzIYSQvsdegtv+PNX2gNW4pqeZEJJjaDgTQghxPsE6Fc8MKG80jWRCSB/A5EBCCCHOwkwUFA4HVTxzY7M2oCUummoahJBegh5nQgghziBYp4zgSFSpZwDas1xZroxkU6qOcc2EkF6GhjMhhBBnIB7kAn/7SoD2mGZ5jSEbhJBehIYzIYQQZ2B6kO0GsXij7e8x9pkQ0ovQcCaEEOIMOvIgmzrP5jYHarSWMzWcCSE5hoYzIYQQ59NZPLPbzVhnQkjOoeFMCCHE+aTzRndWKIUQQrIIDWdCCCH9FzNp0HxOCCE5gIYzIYSQ/k26+GdCCMkyNJwJIYT0b6jnTAjpJRxXOXDVqlWYPn06SkpKMHz4cCxYsAB79+61bNPS0oLq6mqcdNJJKC4uxqJFi3DkyJHk+3/84x/xla98BVVVVSgoKMCkSZNwzz33WPaxadMmuFyudo/a2lrLdvfffz/Gjh2L/Px8zJw5E2+99VbufjwhhJCuU14GTD6V3mZCSM5xnOG8efNmVFdXY9u2bVi/fj2i0SguuugiNDY2Jre54YYb8Nxzz+Hpp5/G5s2bUVNTg4ULFybf3759O4YPH45f/epXePfdd/H9738ft956K+67775237d3714cPnw4+Rg+fHjyvSeffBLLly/HihUrsGPHDpx55pmYP38+jh49mtuTQAghhBBCHIcrkUgk+vogOiIYDGL48OHYvHkzzj33XNTX16O8vBxr167FZZddBgDYs2cPJk2ahK1bt2LWrFkp91NdXY33338fGzduBKA8znPnzkVdXR2GDBmS8jMzZ87E9OnTkwZ3PB5HVVUVli5diltuuSWj4w+FQigtLUV9fT0CgUAXfz0hhBBCCMk1mdprjvM426mvrwcADB06FIDyJkejUcybNy+5zcSJEzF69Ghs3bq1w/3IPkymTJmCyspKXHjhhXjzzTeTr0ciEWzfvt3yPW63G/Pmzevwe8LhMEKhkOVBCCGEEEL6P442nOPxOJYtW4Y5c+bgjDPOAADU1tbC5/O18xKPGDGiXXyy8Pvf/x5PPvkkvv71rydfq6ysxEMPPYRnnnkGzzzzDKqqqnDeeedhx44dAIBjx44hFothxIgRGX8PoGK0S0tLk4+qqqru/HRCCCGEEOIwHK2qUV1djd27d2PLli3d3sfu3btx6aWXYsWKFbjooouSr5922mk47bTTks8///nPY//+/Vi9ejUef/zxbn/frbfeiuXLlyefh0IhGs+EEEIIIQMAxxrOS5YswfPPP4/XX38do0aNSr5eUVGBSCSC48ePW7zOR44cQUVFhWUf7733Hi644AJ8/etfx7/+6792+p0zZsxIGunDhg2Dx+OxqHWk+x4Tv98Pv9+fyU8khBBCCCH9CMeFaiQSCSxZsgTr1q3Dxo0bMW7cOMv7U6dORV5eHjZs2JB8be/evTh48CBmz56dfO3dd9/F3LlzsXjxYvzHf/xHRt+9c+dOVFZWAgB8Ph+mTp1q+Z54PI4NGzZYvocQQgghhAwOHOdxrq6uxtq1a/Hss8+ipKQkGU9cWlqKgoIClJaW4pprrsHy5csxdOhQBAIBLF26FLNnz04qauzevRvnn38+5s+fj+XLlyf34fF4UF6uBPLvvvtujBs3DqeffjpaWlrw8MMPY+PGjXjllVeSx7J8+XIsXrwY06ZNw4wZM3D33XejsbERV199dS+fFUIIIYQQ0tc4znB+8MEHAQDnnXee5fU1a9bgqquuAgCsXr0abrcbixYtQjgcxvz58/HAAw8kt/2f//kfBINB/OpXv8KvfvWr5OtjxozBX/7yFwBKNePGG2/EJ598gsLCQkyePBmvvvoq5s6dm9z+iiuuQDAYxG233Yba2lpMmTIFL730UruEQUIIIYQQMvBxvI5zf4c6zoQQQgghziZTe81xHueBhsxLqOdMCCGEEOJMxE7rzJ9MwznHnDhxAgAoSUcIIYQQ4nBOnDiB0tLStO8zVCPHxONx1NTUoKSkBC6Xq68PJyNEe/rQoUMMLxlk8NoPTnjdBye87oMXXvv2JBIJnDhxAiNHjoTbnV50jh7nHON2uy061P2JQCDABjVI4bUfnPC6D0543QcvvPZWOvI0C47TcSaEEEIIIcSJ0HAmhBBCCCEkA2g4k3b4/X6sWLGCpcMHIbz2gxNe98EJr/vghde++zA5kBBCCCGEkAygx5kQQgghhJAMoOFMCCGEEEJIBtBwJoQQQgghJANoOBNCCCGEEJIBNJxJSsLhMKZMmQKXy4WdO3da3tu1axfOOecc5Ofno6qqCj/60Y/65iBJ1vjLX/6Ca665BuPGjUNBQQEmTJiAFStWIBKJWLbjtR+Y3H///Rg7dizy8/Mxc+ZMvPXWW319SCSLrFq1CtOnT0dJSQmGDx+OBQsWYO/evZZtWlpaUF1djZNOOgnFxcVYtGgRjhw50kdHTHLBD3/4Q7hcLixbtiz5Gq9716HhTFJy8803Y+TIke1eD4VCuOiiizBmzBhs374dd911F26//Xb8/Oc/74OjJNliz549iMfj+NnPfoZ3330Xq1evxkMPPYTvfe97yW147QcmTz75JJYvX44VK1Zgx44dOPPMMzF//nwcPXq0rw+NZInNmzejuroa27Ztw/r16xGNRnHRRRehsbExuc0NN9yA5557Dk8//TQ2b96MmpoaLFy4sA+PmmST//u//8PPfvYzTJ482fI6r3s3SBBi48UXX0xMnDgx8e677yYAJN55553kew888ECirKwsEQ6Hk69997vfTZx22ml9cKQkl/zoRz9KjBs3Lvmc135gMmPGjER1dXXyeSwWS4wcOTKxatWqPjwqkkuOHj2aAJDYvHlzIpFIJI4fP57Iy8tLPP3008lt3n///QSAxNatW/vqMEmWOHHiROIzn/lMYv369YkvfOELiW9/+9uJRILXvbvQ40wsHDlyBNdeey0ef/xxFBYWtnt/69atOPfcc+Hz+ZKvzZ8/H3v37kVdXV1vHirJMfX19Rg6dGjyOa/9wCMSiWD79u2YN29e8jW324158+Zh69atfXhkJJfU19cDQLJ9b9++HdFo1HIfTJw4EaNHj+Z9MACorq7Gl770Jcv1BXjduwsNZ5IkkUjgqquuwnXXXYdp06al3Ka2thYjRoywvCbPa2trc36MpHf44IMPcO+99+Ib3/hG8jVe+4HHsWPHEIvFUl5XXtOBSTwex7JlyzBnzhycccYZAFT79fl8GDJkiGVb3gf9nyeeeAI7duzAqlWr2r3H6949aDgPAm655Ra4XK4OH3v27MG9996LEydO4NZbb+3rQyZZItNrb/LJJ5/g4osvxuWXX45rr722j46cEJILqqursXv3bjzxxBN9fSgkxxw6dAjf/va38etf/xr5+fl9fTgDBm9fHwDJPTfeeCOuuuqqDrcZP348Nm7ciK1bt7arXT9t2jT80z/9E/7rv/4LFRUV7TJu5XlFRUVWj5v0nEyvvVBTU4O5c+fi85//fLukP177gcewYcPg8XhSXlde04HHkiVL8Pzzz+P111/HqFGjkq9XVFQgEong+PHjFu8j74P+zfbt23H06FGcffbZyddisRhef/113HfffXj55Zd53bsBDedBQHl5OcrLyzvd7qc//Sn+/d//Pfm8pqYG8+fPx5NPPomZM2cCAGbPno3vf//7iEajyMvLAwCsX78ep512GsrKynLzA0i3yfTaA8rTPHfuXEydOhVr1qyB221dkOK1H3j4fD5MnToVGzZswIIFCwCopfwNGzZgyZIlfXtwJGskEgksXboU69atw6ZNmzBu3DjL+1OnTkVeXh42bNiARYsWAQD27t2LgwcPYvbs2X1xyCQLXHDBBfjTn/5kee3qq6/GxIkT8d3vfhdVVVW87t2hr7MTiXP56KOP2qlqHD9+PDFixIjElVdemdi9e3fiiSeeSBQWFiZ+9rOf9d2Bkh7z8ccfJ0455ZTEBRdckPj4448Thw8fTj4EXvuByRNPPJHw+/2JRx99NPHee+8lvv71ryeGDBmSqK2t7etDI1nim9/8ZqK0tDSxadMmS9tuampKbnPdddclRo8endi4cWPi7bffTsyePTsxe/bsPjxqkgtMVY1Egte9O9BwJmlJZTgnEonEH//4x8Tf/M3fJPx+f+Lkk09O/PCHP+ybAyRZY82aNQkAKR8mvPYDk3vvvTcxevTohM/nS8yYMSOxbdu2vj4kkkXSte01a9Ykt2lubk5cf/31ibKyskRhYWHiy1/+smXiTAYGdsOZ173ruBKJRKIvPN2EEEIIIYT0J6iqQQghhBBCSAbQcCaEEEIIISQDaDgTQgghhBCSATScCSGEEEIIyQAazoQQQgghhGQADWdCCCGEEEIygIYzIYQQQgghGUDDmRBCBgiPPvoohgwZ0teH0Q6XywWXy5W1Y7vqqquS+/ztb3+blX0SQkgm0HAmhJB+gmkw+nw+nHLKKVi5ciVaW1v7+tA6Zc2aNdi3b1/yud3If/TRR5O/zePxoKysDDNnzsTKlStRX19v2dc999yDw4cP99ahE0JIEhrOhBDSj7j44otx+PBh/PnPf8aNN96I22+/HXfddVdfH1anDBkyBMOHD+9wm0AggMOHD+Pjjz/G73//e3z961/HY489hilTpqCmpia5XWlpKSoqKnJ9yIQQ0g4azoQQ0o/w+/2oqKjAmDFj8M1vfhPz5s3D7373O8s2L7/8MiZNmoTi4uKkoS383//9Hy688EIMGzYMpaWl+MIXvoAdO3Yk308kErj99tsxevRo+P1+jBw5Et/61reS74fDYdx00004+eSTUVRUhJkzZ2LTpk1Z+W0ulwsVFRWorKzEpEmTcM011+D3v/89GhoacPPNN2flOwghpCfQcCaEkH5MQUEBIpFI8nlTUxP+8z//E48//jhef/11HDx4EDfddFPy/RMnTmDx4sXYsmULtm3bhs985jP44he/iBMnTgAAnnnmGaxevRo/+9nP8Oc//xm//e1v8bnPfS75+SVLlmDr1q144oknsGvXLlx++eW4+OKL8ec//zknv2/48OH4p3/6J/zud79DLBbLyXcQQkimePv6AAghhHSdRCKBDRs24OWXX8bSpUuTr0ejUTz00EOYMGECAGXorly5Mvn++eefb9nPz3/+cwwZMgSbN2/G3/3d3+HgwYOoqKjAvHnzkJeXh9GjR2PGjBkAgIMHD2LNmjU4ePAgRo4cCQC46aab8NJLL2HNmjW48847c/JbJ06ciBMnTuDTTz/tNNyDEEJyCT3OhBDSj3j++edRXFyM/Px8/O3f/i2uuOIK3H777cn3CwsLk0YzAFRWVuLo0aPJ50eOHMG1116Lz3zmMygtLUUgEEBDQwMOHjwIALj88svR3NyM8ePH49prr8W6deuSyYd/+tOfEIvFcOqpp6K4uDj52Lx5M/bv35+z35xIJACoUA5CCOlL6HEmhJB+xNy5c/Hggw/C5/Nh5MiR8Hqt3XheXp7lucvlShqeALB48WJ8+umnuOeeezBmzBj4/X7Mnj07Ge5RVVWFvXv34tVXX8X69etx/fXX46677sLmzZvR0NAAj8eD7du3w+PxWL6nuLg4R78YeP/99xEIBHDSSSfl7DsIISQTaDgTQkg/oqioCKecckq3P//mm2/igQcewBe/+EUAwKFDh3Ds2DHLNgUFBbjkkktwySWXoLq6GhMnTsSf/vQnnHXWWYjFYjh69CjOOeecHv2OTDl69CjWrl2LBQsWwO3mIikhpG+h4UwIIYOIz3zmM3j88ccxbdo0hEIhfOc730FBQUHy/UcffRSxWAwzZ85EYWEhfvWrX6GgoABjxozBSSedhH/6p3/CP//zP+PHP/4xzjrrLASDQWzYsAGTJ0/Gl770pR4dWyKRQG1tLRKJBI4fP46tW7fizjvvRGlpKX74wx/29KcTQkiP4fSdEEIGEY888gjq6upw9tln48orr8S3vvUtS8LdkCFD8Itf/AJz5szB5MmT8eqrr+K5555LhkmsWbMG//zP/4wbb7wRp512GhYsWID/+7//w+jRo7t0HPF4vF2YSSgUQmVlJU4++WTMnj0bP/vZz7B48WK88847qKys7PmPJ4SQHuJKmMFvhBBCSJZxuVxYt24dFixYkHzthz/8IX71q19h9+7dWd0vIYTkEnqcCSGE5JyvfOUrGDVqFJqamrBjxw6sWbMG8+bN69a+rrvuupwmIxJCSDrocSaEEJJTPvjgAwCAx+PBs88+i5UrV2LevHl46KGHMHTo0C7v7+jRowiFQgCU3F5RUVFWj5cQQtJBw5kQQgghhJAMYKgGIYQQQgghGUDDmRBCCCGEkAyg4UwIIYQQQkgG0HAmhBBCCCEkA2g4E0IIIYQQkgE0nAkhhBBCCMkAGs6EEEIIIYRkAA1nQgghhBBCMoCGMyGEEEIIIRnw/wH1F3lZCvcYAAAAAABJRU5ErkJggg==","text/plain":["<Figure size 800x400 with 1 Axes>"]},"metadata":{},"output_type":"display_data"},{"name":"stderr","output_type":"stream","text":["/Users/buyer/Desci/sailorsComponents/api/.venv/lib/python3.9/site-packages/lightkurve/search.py:424: LightkurveWarning: Warning: 25 files available to download. Only the first file has been downloaded. Please use `download_all()` or specify additional criteria (e.g. quarter, campaign, or sector) to limit your search.\n","  warnings.warn(\n"]},{"data":{"image/png":"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","text/plain":["<Figure size 848.5x400 with 1 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","text/plain":["<Figure 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+uLDh06YNy4cbj66qvrfCzbtm3D//3f/zmfb9iwARs2bEDr1q3xwQcfAAA6duyIlStXYuPGjTh//jxatmyJHj164LnnntOlngwbNgy+vr5Ys2YNUlNTERAQgG7duuHZZ5+FxWJxtrv55ptRWlqKL7/8El9++SXatm2L559/Xje7ICAmcPnggw+wcOFCOBwOXHXVVXj44Yd1U5I/+OCDCAkJwcaNG/Hvf/8bFosFvXr1QnJysrMXuyEZlEsxLPEyZrPZEBISgvz8fN0PEREREakyMzPx1ltv4amnnkJMTExjHw41Q9X9jNUkXmPOMxERERGRhxg8ExERERF5iMEzEREREZGHGDwTEREREXmIwTMRERERkYcYPBMREVGjMxpFSGK32xv5SKi5kj9b8metthg8ExERUaMLCxNTY//xxx+NfCTUXMmfLfmzVlucJIWIiIgaXWBgIK699lp8++23AIAOHTroJsYgqi273Y4//vgD3377La699loEBgbWaXsMnomIiMgrjBgxAgCcATRRfbr22mudP2N1wRkGGxhnGCQiIqqZ4uJi5OXlweFwNPahUDNgNBoRFhZWbY9zTeI19jwTERGRVwkMDKzzV+tEDcUrBwxu2bIFw4YNQ3R0NAwGA1auXFll2wkTJsBgMGD+/Pm65a+88gquu+46BAYGIjQ0tNLrfvzxR9x3332IiYlBQEAAunfvjgULFlRqt2nTJvTt2xdmsxmdOnVCSkpK3U6OiIiIiJosrwyei4qK0Lt3byxatKjaditWrMCOHTsQHR1daV1ZWRlGjBiBRx55xO1r09PT0bp1a3zyySc4cOAAXnjhBUybNg0LFy50tjly5AiSkpIwcOBAZGRkYPLkyXjooYewbt26up0gERERETVJXpm2MXToUAwdOrTaNidPnsTjjz+OdevWISkpqdL6mTNnAkCVPcVjxozRPe/QoQPS0tLw73//GxMnTgQALF68GHFxcZg7dy4AoHv37ti2bRvmzZuHxMTEmp4WERERETVxXtnzfDEOhwPJycmYOnUqevToUW/bzc/PR3h4uPN5WloaEhISdG0SExORlpZW5TZKS0ths9l0DyIiIiJqHppk8DxnzhyYTCZMmjSp3ra5fft2fPbZZxg/frxzWVZWFiIjI3XtIiMjYbPZUFJS4nY7s2fPRkhIiPMRExNTb8dIRERERI2ryQXP6enpWLBgAVJSUmAwGOplm/v378edd96Jl156CYMHD67TtqZNm4b8/HznIzMzs16OkYiIiIgaX5MLnrdu3YqcnBzExsbCZDLBZDLh2LFjmDJlCtq3b1/j7f38888YNGgQxo8fjxdffFG3zmq1Ijs7W7csOzsbFosFAQEBbrdnNpthsVh0DyIiIiJqHrxywGB1kpOT3eYhJycnY/To0TXa1oEDB3Drrbdi1KhReOWVVyqtj4+Px5o1a3TLUlNTER8fX/MDJyIiIqImzyuD58LCQhw+fNj5/MiRI8jIyEB4eDhiY2PRsmVLXXtfX19YrVZ07drVuez48eM4e/Ysjh8/DrvdjoyMDABAp06dEBwcjP379+PWW29FYmIinnrqKWRlZQEAfHx8EBERAUDUkF64cCGeeeYZjBkzBhs2bMDnn3+O1atXN/A7QERERETeyCuD5927d2PgwIHO50899RQAYNSoUR5PUjJ9+nR8+OGHzud9+vQBAGzcuBG33HILvvzyS+Tm5uKTTz7BJ5984mzXrl07HD16FAAQFxeH1atX48knn8SCBQvQtm1bvP/++yxTR0RERHSZMiiKojT2QTRnNZkrnYiIiIguvZrEa01uwCARERERUWNh8ExERERE5CEGz0REREREHmLwTERERETkIQbPREREREQeYvBMREREROQhBs9ERERERB5i8ExERERE5CEGz0REREREHmLwTERERETkIQbPREREREQeYvBMREREROQhBs9ERERERB5i8ExERERE5CEGz0REREREHmLwTERERETkIQbPREREREQeYvBMREREROQhBs9ERERERB5i8ExERERE5CEGz0REREREHmLwTERERETkIQbPREREREQeYvBMREREROQhBs9ERERERB5i8ExERERE5CGvDJ63bNmCYcOGITo6GgaDAStXrqyy7YQJE2AwGDB//nzd8ldeeQXXXXcdAgMDERoa6va1x48fR1JSEgIDA9G6dWtMnToVFRUVujabNm1C3759YTab0alTJ6SkpNTt5IiIiIioyfLK4LmoqAi9e/fGokWLqm23YsUK7NixA9HR0ZXWlZWVYcSIEXjkkUfcvtZutyMpKQllZWXYvn07PvzwQ6SkpGD69OnONkeOHEFSUhIGDhyIjIwMTJ48GQ899BDWrVtXtxMkIiIioibJ1NgH4M7QoUMxdOjQatucPHkSjz/+ONatW4ekpKRK62fOnAkAVfYUf/fdd/j555/x3//+F5GRkbjqqqvwj3/8A88++yxmzJgBPz8/LF68GHFxcZg7dy4AoHv37ti2bRvmzZuHxMTEup0kERERETU5XtnzfDEOhwPJycmYOnUqevToUattpKWl4corr0RkZKRzWWJiImw2Gw4cOOBsk5CQoHtdYmIi0tLSqtxuaWkpbDab7kFEREREzUOTDJ7nzJkDk8mESZMm1XobWVlZusAZgPN5VlZWtW1sNhtKSkrcbnf27NkICQlxPmJiYmp9jERERETkXZpc8Jyeno4FCxYgJSUFBoOhsQ+nkmnTpiE/P9/5yMzMbOxDIiIiIqJ60uSC561btyInJwexsbEwmUwwmUw4duwYpkyZgvbt23u8HavViuzsbN0y+dxqtVbbxmKxICAgwO12zWYzLBaL7kFEREREzUOTC56Tk5Oxb98+ZGRkOB/R0dGYOnVqjapgxMfH46effkJOTo5zWWpqKiwWC6644gpnm/Xr1+tel5qaivj4+Po5GSIiIiJqUryy2kZhYSEOHz7sfH7kyBFkZGQgPDwcsbGxaNmypa69r68vrFYrunbt6lx2/PhxnD17FsePH4fdbkdGRgYAoFOnTggODsbgwYNxxRVXIDk5Ga+//jqysrLw4osv4rHHHoPZbAYgakgvXLgQzzzzDMaMGYMNGzbg888/x+rVqxv+TSAiIiIir+OVwfPu3bsxcOBA5/OnnnoKADBq1CiPJymZPn06PvzwQ+fzPn36AAA2btyIW265BT4+Pli1ahUeeeQRxMfHIygoCKNGjcKsWbOcr4mLi8Pq1avx5JNPYsGCBWjbti3ef/99lqkjIiIiukwZFEVRGvsgmjObzYaQkBDk5+cz/5mIiIjIC9UkXmtyOc9ERERERI2FwTMRERERkYcYPBMREREReYjBMxERERGRhxg8ExERERF5iMEzEREREZGHGDwTEREREXmIwTMRERERkYcYPBMREREReYjBMxERERGRhxg8ExERERF5iMEzEREREZGHGDwTEREREXmIwTMRERERkYcYPBMREREReYjBMxERERGRhxg8ExERERF5iMEzEREREZGHGDwTEREREXmIwTMRERERkYcYPBMREREReYjBMxERERGRhxg8ExERERF5iMEzEREREZGHGDwTEREREXmIwTMRERERkYdMtXnRN998U+PX3HbbbQgICKjN7oiIiIiIvINSCwaDoUYPo9Go/P777x5vf/Pmzcodd9yhREVFKQCUFStWVNn24YcfVgAo8+bN0y3/888/lfvvv19p0aKFEhISoowZM0YpKCjQtVm7dq0yYMAAJTg4WGnVqpVy1113KUeOHNG12bhxo9KnTx/Fz89P6dixo7J06VKPz0NRFCU/P18BoOTn59fodURERER0adQkXqt12kZWVhYcDodHj8DAwBptu6ioCL1798aiRYuqbbdixQrs2LED0dHRldaNHDkSBw4cQGpqKlatWoUtW7Zg/PjxzvVHjhzBnXfeiVtvvRUZGRlYt24dzpw5g7vuukvXJikpCQMHDkRGRgYmT56Mhx56COvWravR+RARERFR81CrtI1Ro0bVKAXjgQcegMVi8bj90KFDMXTo0GrbnDx5Eo8//jjWrVuHpKQk3bpffvkFa9euxa5du9C/f38AwDvvvIPbb78db775JqKjo5Geng673Y6XX34ZRqO4h3j66adx5513ory8HL6+vli8eDHi4uIwd+5cAED37t2xbds2zJs3D4mJiR6fDxERERE1D7XqeV66dClatGjhcft3330XrVq1qs2u3HI4HEhOTsbUqVPRo0ePSuvT0tIQGhrqDJwBICEhAUajETt37gQA9OvXD0ajEUuXLoXdbkd+fj4+/vhjJCQkwNfX17mdhIQE3bYTExORlpZW5bGVlpbCZrPpHkRERETUPDTJahtz5syByWTCpEmT3K7PyspC69atdctMJhPCw8ORlZUFAIiLi8N3332H559/HmazGaGhoThx4gQ+//xz3XYiIyN124mMjITNZkNJSYnbfc+ePRshISHOR0xMTF1OlYiIiIi8SL0Fz7JHt6Glp6djwYIFSElJgcFgqPV2srKyMG7cOIwaNQq7du3C5s2b4efnh//3//4fFEWp9XanTZuG/Px85yMzM7PW2yIiIiIi71KrnGd3RowYgePHj9fX5qq0detW5OTkIDY21rnMbrdjypQpmD9/Po4ePQqr1YqcnBzd6yoqKnD27FlYrVYAwKJFixASEoLXX3/d2eaTTz5BTEwMdu7ciWuvvRZWqxXZ2dm67WRnZ8NisVSZ8202m2E2m+vrdImIiIjIi9QoeP7rX//qdrmiKDh79my9HNDFJCcnu81DTk5OxujRowEA8fHxOHfuHNLT09GvXz8AwIYNG+BwODBgwAAAQHFxsXOgoOTj4wNA5FTL7axZs0bXJjU1FfHx8fV/YkRERETk9WoUPP/3v//Fxx9/jODgYN1yRVGwZcuWejuowsJCHD582Pn8yJEjyMjIQHh4OGJjY9GyZUtde19fX1itVnTt2hWAqIoxZMgQjBs3DosXL0Z5eTkmTpyIe++911nWLikpCfPmzcOsWbNw3333oaCgAM8//zzatWuHPn36AAAmTJiAhQsX4plnnsGYMWOwYcMGfP7551i9enW9nSsRERERNR01Cp5vueUWtGjRAjfddFOldb169aq3g9q9ezcGDhzofP7UU08BECXyUlJSPNrGsmXLMHHiRAwaNAhGoxF333033n77bef6W2+9FcuXL8frr7+O119/HYGBgYiPj8fatWudKRlxcXFYvXo1nnzySSxYsABt27bF+++/zzJ1RERERJcpg1KX0XF0UTabDSEhIcjPz69RrWsiIiIiujRqEq/VqdqGLPtGRERERHQ5qFPwPHjw4Po6DiIiIiIir1en4JkZH0RERER0OalT8FyXSUqIiIiIiJqaJjk9NxERERFRY2DwTERERETkoToFz3JGPiIiIiKiy0Gdgue9e/fW13EQEREREXm9OqdtlJSUoLi42Pn82LFjmD9/Pr777ru6bpqIiIiIyKvUOXi+88478dFHHwEAzp07hwEDBmDu3Lm488478e6779b5AImIiIiIvEWdg+c9e/bgxhtvBAB8+eWXiIyMxLFjx/DRRx/h7bffrvMBEhERERF5izoHz8XFxWjRogUA4LvvvsNdd90Fo9GIa6+9FseOHavzARIREREReYs6B8+dOnXCypUrkZmZiXXr1jmn7M7JyYHFYqnzARIREREReYs6B8/Tp0/H008/jfbt22PAgAGIj48HIHqh+/TpU+cDJCIiIiLyFgZFUZS6biQrKwunT59G7969YTSKePyHH36AxWJBt27d6nyQTZnNZkNISAjy8/PZE09ERETkhWoSr5nqY4dWqxVWq1W37JprrqmPTRMREREReQ1Oz01ERERE5CEGz0REREREHqpT8JyVlVVfx0FERERE5PXqFDzLsnRERERERJeDOgXP9VCog4iIiIioyahT8GwwGOrrOIiIiIiIvB4HDBIREREReYjBMxERERGRh+oUPPv4+NTXcRAREREReb06Bc979+6tr+MgIiIiIvJ6Xpm2sWXLFgwbNgzR0dEwGAxYuXJllW0nTJgAg8GA+fPn65afPXsWI0eOhMViQWhoKMaOHYvCwkJdG0VR8Oabb6JLly4wm81o06YNXnnlFV2bTZs2oW/fvjCbzejUqRNSUlLq6SyJiIiIqKmpl+B569ateOCBBxAfH4+TJ08CAD7++GNs27atVtsrKipC7969sWjRomrbrVixAjt27EB0dHSldSNHjsSBAweQmpqKVatWYcuWLRg/fryuzRNPPIH3338fb775Jn799Vd88803uOaaa5zrjxw5gqSkJAwcOBAZGRmYPHkyHnroIaxbt65W50VERERETZuprhv46quvkJycjJEjR2Lv3r0oLS0FAOTn5+PVV1/FmjVrarzNoUOHYujQodW2OXnyJB5//HGsW7cOSUlJunW//PIL1q5di127dqF///4AgHfeeQe333473nzzTURHR+OXX37Bu+++i/3796Nr164AgLi4ON12Fi9ejLi4OMydOxcA0L17d2zbtg3z5s1DYmJijc+LiIiIiJq2Ovc8v/zyy1i8eDH+9a9/wdfX17n8+uuvx549e+q6ebccDgeSk5MxdepU9OjRo9L6tLQ0hIaGOgNnAEhISIDRaMTOnTsBAN9++y06dOiAVatWIS4uDu3bt8dDDz2Es2fP6raTkJCg23ZiYiLS0tIa5LyIiIiIyLvVOXg+ePAgbrrppkrLQ0JCcO7cubpu3q05c+bAZDJh0qRJbtdnZWWhdevWumUmkwnh4eHIysoCAPzxxx84duwYvvjiC3z00UdISUlBeno6/t//+3+67URGRuq2ExkZCZvNhpKSErf7Li0thc1m0z2IiIiIqHmoc9qG1WrF4cOH0b59e93ybdu2oUOHDnXdfCXp6elYsGAB9uzZU6cZDh0OB0pLS/HRRx+hS5cuAIAPPvgA/fr1w8GDB52pHDU1e/ZszJw5s9bHRURERETeq849z+PGjcMTTzyBnTt3wmAw4NSpU1i2bBmefvppPPLII/VxjDpbt25FTk4OYmNjYTKZYDKZcOzYMUyZMsUZwFutVuTk5OheV1FRgbNnz8JqtQIAoqKiYDKZnIEzIHKaAeD48ePO7WRnZ+u2k52dDYvFgoCAALfHN23aNOTn5zsfmZmZ9XLeRERERNT46tzz/Nxzz8HhcGDQoEEoLi7GTTfdBLPZjKeffhqPP/54fRyjTnJysts85OTkZIwePRoAEB8fj3PnziE9PR39+vUDAGzYsAEOhwMDBgwAIHKyKyoq8Pvvv6Njx44AgEOHDgEA2rVr59yO64DH1NRUxMfHV3l8ZrMZZrO5Hs6UiIiIiLyNQVEUpT42VFZWhsOHD6OwsBBXXHEFgoODa72twsJCHD58GADQp08fvPXWWxg4cCDCw8MRGxtbqX379u0xefJkTJ482bls6NChyM7OxuLFi1FeXo7Ro0ejf//+WL58OQCRtnH11VcjODgY8+fPh8PhwGOPPQaLxYLvvvsOgChV17NnTzz22GMYM2YMNmzYgEmTJmH16tUeV9uw2WwICQlBfn4+LBZLrd8TIiIiImoYNYnXapW2sW/fPjgcDt0yPz8/XHHFFbjmmmsqBc4HDhxARUWFx9vfvXs3+vTpgz59+gAAnnrqKfTp0wfTp0/3eBvLli1Dt27dMGjQINx+++244YYbsGTJEud6o9GIb7/9Fq1atcJNN92EpKQkdO/eHZ9++qmzTVxcHFavXo3U1FT07t0bc+fOxfvvv88ydURERESXqVr1PPv4+CArKwsREREetbdYLMjIyGiQAYTejj3PRERERN6tJvFarXKeFUXB3//+dwQGBnrUvqysrDa7ISIiIiLyKrUKnm+66SYcPHjQ4/bx8fFVVqcgIiIiImoqahU8b9q0qZ4Pg4iIiIjI+9W5zjMRERER0eWCwTMRERERkYcYPBMREREReYjBMxERERGRhxg8ExERERF5qM7B88aNG6tc995779V180REREREXqPOwfOQIUMwdepUlJeXO5edOXMGw4YNw3PPPVfXzRMREREReY166XlesWIFrr76avz8889YvXo1evbsCZvNhoyMjHo4RKImJjcP2HdI/EtERETNSp2D5+uuuw4ZGRno2bMn+vbti7/85S948sknsWnTJrRr164+jpGoaTmdC+QXin+JiIioWamXAYOHDh3C7t270bZtW5hMJhw8eBDFxcX1sWmipicqAggJFv8SERFRs1Ln4Pm1115DfHw8brvtNuzfvx8//PAD9u7di169eiEtLa0+jpGoaYkIA3p1Ef8SERFRs1Ln4HnBggVYuXIl3nnnHfj7+6Nnz5744YcfcNddd+GWW26ph0MkIiIiIvIOprpu4KeffkKrVq10y3x9ffHGG2/gjjvuqOvmiYiIiIi8Rp17nl0DZ62bb765rpsnIiIiIvIade55njVrVrXrp0+fXtddEBERERF5hToHzytWrNA9Ly8vx5EjR2AymdCxY0cGz0RERETUbNQ5eN67d2+lZTabDQ8++CD+8pe/1HXzREREREReo17qPLuyWCyYOXMm/v73vzfE5omIiIiIGkWDBM8AkJ+fj/z8/IbaPFHTwem6iYiImo06p228/fbbuueKouD06dP4+OOPMXTo0Lpunqjpk9N1A5w4hYiIqImrc/A8b9483XOj0YiIiAiMGjUK06ZNq+vmiZo+OU03p+smIiJq8uocPB85cqQ+joOo+YoIY48zERFRM9FgOc9ERERERM1NrXqen3rqKY/bvvXWW7XZBRERERGR16lVz/PevXs9emRkZNTqoLZs2YJhw4YhOjoaBoMBK1eurLLthAkTYDAYMH/+fN3ys2fPYuTIkbBYLAgNDcXYsWNRWFjodhuHDx9GixYtEBoaWmndF198gW7dusHf3x9XXnkl1qxZU6tzIiIiIqKmr1Y9zxs3bsQff/yB9u3bw2is/8yPoqIi9O7dG2PGjMFdd91VZbsVK1Zgx44diI6OrrRu5MiROH36NFJTU1FeXo7Ro0dj/PjxWL58ua5deXk57rvvPtx4443Yvn27bt327dtx3333Yfbs2bjjjjuwfPlyDB8+HHv27EHPnj3r52SJiIiIqMmodeTbuXNnnDlzxvn8nnvuQXZ2dr0c1NChQ/Hyyy9XO0PhyZMn8fjjj2PZsmXw9fXVrfvll1+wdu1avP/++xgwYABuuOEGvPPOO/j0009x6tQpXdsXX3wR3bp1w1//+tdK+1iwYAGGDBmCqVOnonv37vjHP/6Bvn37YuHChfVyntQEsWYzERHRZa3WwbOiKLrna9asQVFRUZ0PyBMOhwPJycmYOnUqevToUWl9WloaQkND0b9/f+eyhIQEGI1G7Ny507lsw4YN+OKLL7Bo0SK3+0lLS0NCQoJuWWJiItLS0qo8ttLSUthsNt2DmhFZs/l07sXbMtAmIiJqdppktY05c+bAZDJh0qRJbtdnZWWhdevWumUmkwnh4eHIysoCAPz555948MEHkZKSAovFUuV2IiMjdcsiIyOd23Bn9uzZCAkJcT5iYmJqcmrk7aIigJBgz2o21yTQJiIioiah1sGzwWCAwWCotKyhpaenY8GCBUhJSanT/saNG4f7778fN910Uz0eHTBt2jTn1OT5+fnIzMys1+1TI4sIA3p18axuc00CbSIiImoSaj1JiqIoePDBB2E2mwEA58+fx4QJExAUFKRr9+9//7tuR+hi69atyMnJQWxsrHOZ3W7HlClTMH/+fBw9ehRWqxU5OTm611VUVODs2bOwWq0ARMrGN998gzfffNN5Pg6HAyaTCUuWLMGYMWNgtVor5XFnZ2c7t+GO2Wx2vid0mePkKERERM1OrYPnUaNG6Z4/8MADdT4YTyQnJ7vNQ05OTsbo0aMBAPHx8Th37hzS09PRr18/ACJYdjgcGDBgAACRz2y3253b+PrrrzFnzhxs374dbdq0cW5n/fr1mDx5srNdamoq4uPjG/IUiYiIiMhL1Tp4Xrp0aX0eh05hYSEOHz7sfH7kyBFkZGQgPDwcsbGxaNmypa69r68vrFYrunbtCgDo3r07hgwZgnHjxmHx4sUoLy/HxIkTce+99zrL2nXv3l23jd27d8NoNOpK0D3xxBO4+eabMXfuXCQlJeHTTz/F7t27sWTJkoY6dSIiIiLyYl45YHD37t3o06cP+vTpA0DMaNinTx9Mnz7d420sW7YM3bp1w6BBg3D77bfjhhtuqHHQe91112H58uVYsmQJevfujS+//BIrV65kjWciIiKiy5RBca05R/XKZrMhJCQE+fn5VVb1uCRy80TVh6gI5uESERERadQkXqt12gY1MbJsGsDgmYiIiKiWGDxfLmS5NJZNa1r4jQEREZFXYfB8uWDZtKaJ3xgQERF5FQbPVHPsDa252r5n/MaAiIjIqzB4ppq7XHpD6/MmobbvGb8xICIi8ipeWaqOvNzlMu20DHhP59Z9W1ERQIAZKCsXQblWbh6w71Dl5UREROR12PNMNXe59IbWNmXCXY91RJg+GNe+f5dLTz4REVEzwOCZqCq1vUmQwXBZuRpEA+J5gLlyMM68ZiIioiaDwTORp7nNru2qep02WJY9ygBQUirSXVz3cbn05BMRETUDDJ6peajL4D5P0yZc253OBc4VAAVF+tfKYDg3Dzh2SgTRYRdmK2LvMhERUZPG4Jmah7rkDXuaNuHaLipCBM52R+U8ZhnMA6LH2a8E6NWlZsdFREREXofBMzV9uXlV5xN74mJpE9pebW0ALF+jzWuWZDAfYFYrkzRUfWzW3SYiIrpkGDxT03c6t+p84rrKzQMOHQUq7Gp6htxndYF6VIQI6OX/I8JEOTrX3nF3gW9Ng2FW6yAiIrpkGDzTxXl7z2Z9VquQecoA0C5anLfdIZ7L9AxAPxBQ/t9WCGSdAaytgI4xalB77JR4VNhFT3RQgAikoyLcB741DYZZrYOIiOiSYfBMF+ftPZueVKvw5AYgNw/49QjguBAsn84VgW5BEWAJBhRFX0lDOxAwKAA4kS3+n3VGBM/atkUl4v+BFiDPJp6XlYsAXb5eBtQ1DYZZrYOIiOiS4QyDdHHNYUZBT2YLPHZKDZyNRnG+eTbRY1xapuY7awcCFpWIdlln1O1YW4l/I8LEa9pFi+A4KKDyeyjbFJXoJ1Dp1YUBMRERkRdizzNdXHPo2axJb67RCHSLE+csUzgkWZ7OYFAHKMrUDpMP0KV95aob2jQQd4MM6zrgkYiIiC4ZBs9Uc96eA+2OJzcAMsfZYBCDBG2FYpkMfnPz9OXp/HwrT47iOnnK6Vw1ZePXI+6PpSEHPBIREVG9YvBMNeftOdCecr0JkI+te0T6xqlc/cC/07n61A3ZS+wuGJaTp1iC1eUOTT3o3zPVwYVyO9q856b8vhIRETVjDJ6p5ppqdQdtCkWYRQTHDodImdAGq74mkeOsKGpvM6D+aysUgbHB4L7MnCxRV2EXQbRk9lO3kXVGrM86owbYeTbRAw1UP/03ERERNRoGz1Rz3pYD7WmQqU2hKD4vgmN3OsaotZ0PHRV5zNrJUWTgezZf5EeXlatBeWk5UFGhtpX7MAAI9FePz9pK7Xl2N6GKPF53038TERFRo2HwTE2fJ2kkuXkiYDYYRK6y7B3Wrpevlf8eOipym4+dUnOhzxWoAXFwoOil1paic+UMni8E2XI/HWNEj7MshwdUDv6rm/6biIioOWoC37oyeKamz5M0ktO5IhUDEFUxIsJEz6+Pj0iVcA1OtVUxyspFcC7L2Em+JtEj7VofGgD8/YDzZepzRREB9i9/AL8agOiIyvWeT+eKlBBZHs/kIwJsW6EaYBMRETVnTWBcFYNn8ow33wleLI1E5iEbDGpPcMcY8ZDnFRQA7D6gBq3asnKHjlUOnA0GtScZECkXFXaxTFFEUN42Up04Re5XUcTjRLbYBiB6xGXwnWdT91EKNQe6qKTqsndERETNRRMYV8XgmTzj7XeC1QX3shRcoL9I2dDWV5bpGDLIBUTQKnuiT+fqc5glo0EEtL9nAna7SK0IbSECb5nCIQNhg0Hsu6p8aBlQO7dtVJf5msQ2ZV613Paho+Jfb7wWREREteVt46rcYPBM7rkGo95+J1jV4DqZ6wyIahelZWrvrXyN68BBk0m8ZvcB8Rp37Bd6omVPs+yJDrOIHuiSUgAXtuvjA/TvAezYB8jYWeZeR4SpVTYcDhE4B5jFduTshdoBhUEBoq3Mg5bn4Y3fCBAREbny5m+yPcTgmdxz7Wn29jvBqgbXaXOdbYUisAVEAN0uWrxGLpMcDtFDXIqqBwICokfYx0ds32AQAbcMgrXsdhGIl7rkQNsdYvvtosWy3zNFm+IL+/TzVc9N/utuEhZv/kaAiIhIqxl8bhkb+wDc2bJlC4YNG4bo6GgYDAasXLmyyrYTJkyAwWDA/PnzdcvPnj2LkSNHwmKxIDQ0FGPHjkVhYaFz/aZNm3DnnXciKioKQUFBuOqqq7Bs2bJK2//iiy/QrVs3+Pv748orr8SaNWvq6zS9T26emKRD1jbWlk2rqp23iAgTZd98jPrBdVER4nlQgFgv84wr7OI1XdqLXt4rOqqvc1fCzmAQvcKS0Si21zFGvD60hXidNnA2GtX9uQvCKyrUyVciwtQKIApEIH6uQK30ob1DjwgTAxXlNwJVXSciIiJv0ww+t7wyeC4qKkLv3r2xaNGiatutWLECO3bsQHR0dKV1I0eOxIEDB5CamopVq1Zhy5YtGD9+vHP99u3b0atXL3z11VfYt28fRo8ejb/97W9YtWqVrs19992HsWPHYu/evRg+fDiGDx+O/fv319/JegMZDB87pQ/mZIDmSjvjnus2GjOgLioRQfGJbNGLK/n5it7djjEi9xgAyiv0x5p1RvQaawcVaoW2EPnHksMBnMwR+9GWqjMYRKqHwSDayNxlo1EsN7l82eNrEm2/36vfr6KIGwGg8nutVd11IiIi8jaun1vu4gdviCmqYVCUqmaK8A4GgwErVqzA8OHDdctPnjyJAQMGYN26dUhKSsLkyZMxefJkAMAvv/yCK664Art27UL//v0BAGvXrsXtt9+OEydOuA22ASApKQmRkZH43//9XwDAPffcg6KiIl1Afe211+Kqq67C4sWLPTp+m82GkJAQ5Ofnw2Kx1PDsG5j8+r+sXASOAWZ1QN3FqlfIChWuebnybrIx8ply84Cffxf/N/kA1/cR6RJFJeJY+/cQwe6J7AuTlgSINAnXtA2jUe1BloP3fHxE+kVVvy7yNbL32rWnOTxEvFbeacvjNBrF4EPtMci8Z5nOId9rOQCRlTaIiKipuFiO875DavwgJyRz/ey+BGoSr3llz/PFOBwOJCcnY+rUqejRo/KbmpaWhtDQUGfgDAAJCQkwGo3YuXNnldvNz89HeHi4bjsJCQm6NomJiUhLS6tyG6WlpbDZbLqH19LmHYUEi6BM3g1WdycIiHZFJWqvaFSECPhkVYjqektrytM70IgwEaQCoj5ybp5a6k2SQa0CtafaHbOfGhArikix0PYga8lqGiYfkcLhus5gEPnW5wpESbpfj6jrjUZ1em7ZK+1wqFN3Hzqq3qTIx69HxB8WL70jJyIicnL3bbWWuzQO+dlc1Wd0I2uSwfOcOXNgMpkwadIkt+uzsrLQunVr3TKTyYTw8HBkZWW5fc3nn3+OXbt2YfTo0brtREZG6tpFRkZWuQ0AmD17NkJCQpyPmJgYT0/r0gsKEL2eYZbKX/27+2F3Xab9gY8IE73WMlitaz6TNmCu7hfPNbCWAa6iiPaKoga1uw+olTdcGY1qTrPDIXqZZe+zNtXC1yTSP7QUBSgsFr/k8jhkrrOPj0i/MPmoOdHavOiKCtGjbDAAZl91eWmZmP5bBtEyd1sG9EUl9XdzQkRE1FAuluOsTePQdtIB4rPTCzW5ahvp6elYsGAB9uzZA4MMUOpo48aNGD16NP71r3+57cmuiWnTpuGpp55yPrfZbN4ZQOfmiaBMVnxw5VqaTk40EmAWy9x9DeNaFaIutL3i1ZXJcx21665tVIS+RrIsWScZjUC3ONHLK+Naf7MIiAGgRaCa1yxnJ9ROgKJVWiaqdMifTZnq4Xr3HB4igmNADfDbRasVNwARtDsc6jTeYRYAmtkHm/BgCyIiukzUpFqXtjRroMVrP+eaXPC8detW5OTkIDY21rnMbrdjypQpmD9/Po4ePQqr1YqcnBzd6yoqKnD27FlYrVbd8s2bN2PYsGGYN28e/va3v+nWWa1WZGfrA6Ts7OxK29Aym80wm821Pb2GkZsngrLyCjEtdMcY8QNqd+hnynOdntq1J1oGn1lnRBqCrHWsrQJRX7m4URHiuGQFCplHrd0fIHpjC4rUXGNtibqoCDV/StZ2NhhE4BkUItIojEbRM/x7JoALFTWiI4BTml7dqAhxvqVlIvDed0jfC6zNkZZ8fETQXXxevE7bRg5K1Abx/mYRvFuCRQqIfF1QgGibX6hOES5zwOQdehOulUlERORUn51wDajJpW0kJydj3759yMjIcD6io6MxdepUrFu3DgAQHx+Pc+fOIT093fm6DRs2wOFwYMCAAc5lmzZtQlJSEubMmaOrxCHFx8dj/fr1umWpqamIj49voLNrILLWscMhAl9A/GCGthB3dyWlF08B0JZ/O5svAmcfY/V3hXUZLatNAzmdW3XqRt6Fntg8m7q/Q8fEc23FjXbRoudWBqZn8zX1nMsuDBysEGkZeTY10DX7qROZVNhFwJ1fKN5H2UYbFEtmXxG4d4zRv3dGoziGqAs3MSYf8TqZ9nGuQKwrvzCbiqwAYtSUyispFed26Khof6nSN7x89DMRETVxTaSClFf2PBcWFuLw4cPO50eOHEFGRgbCw8MRGxuLli1b6tr7+vrCarWia9euAIDu3btjyJAhGDduHBYvXozy8nJMnDgR9957r7PSxsaNG3HHHXfgiSeewN133+3MY/bz83MOGnziiSdw8803Y+7cuUhKSsKnn36K3bt3Y8mSJZfibag/UREiYCyvELWJAbWXWFs5o7pezDzNwEcZxFlbiba/Z4pgUtY9ltwVQq/JzEJVpWBURe5PBrOlZSLPOcyiBr9A1eXoAPEeyd5g44VcZW2w6GsSwW9QgJq2IQcFait0yEoZ8jjkOkVRZxbMzRPBeYVd3afDoVbiAADFIXq9HQoQ4AfgwuQqp3LVXu9L9bVWMyhsT0REjaSqz/8mOOOgVwbPu3fvxsCBA53PZQ7xqFGjkJKS4tE2li1bhokTJ2LQoEEwGo24++678fbbbzvXf/jhhyguLsbs2bMxe/Zs5/Kbb74ZmzZtAgBcd911WL58OV588UU8//zz6Ny5M1auXImePXvW/SQvFflD2THGfQArySmiy8qr/yHWph9knRFpBlln1IFt2uDZXfBbkwDMNQ3EXft20SIlo8IuHgFmEZDKfOKiksrl6LQ9wWY/EZxagvXtTD7i/0UlIpgNDxHPtWkk4Rd6sH18RE+zTGuRNxe7D+hnHJTl6uSNirY+dFUUiP2a/cS52i70euNCsB5grp8/Np788fL2KdqJiMh7VfX53wQ7Zry+znNT1yh1nrW9yXJQYGgLNf9XW1MRUJPz/XxFQFd8XvSkamsNy5xhs59IFdBWovAx6vOptcdQ1ztMd+1dl8l6kIA4Z21AbfJRj1nSHqeWa61J7XbliF8ZXJv9xGDAqsroyOBbMhjENYiKEKXmHI7KAxdNJpE6UhUZ9GuvT5hFrbVdlz867upsEhER1Rcv73muSbzmlT3PVEfyLq6gSB3Ul18o0itkDm5+IVBQrL7G7Cd6RcMsam9pUYkIQkvL1ADc9V6rogKwX6hznGcTAWe76KrvJKsaVFjVL4+77chlspfcNYDVDm4sM1Tu3T2RrQ6QlIEnoK8mAqjVL7TpLjJVo7yi6tQPg0G8X3KyE22AezpXvfGQ1wa4MFGKJnAOChCvO5mj7qeoRFwnH6Oa6iG/MdC+P7XBXmUiImpI2nRROfDedfIvLwmkL4bBc3MkK1XIr/uLz4uA7dSF9I2iksr1hmX1jIIikdcrK0QA6uBA+YMeYAZKy/XBnjY94dgptcf6YgMK5S9JVcF2dXnPZeVqr7npQq+s3K/8hawqwC0tUwPhsnJ1cGJIsP4XWKa7yOdtI9VZj4pK1KoYBoPYhny/HI6qe7hl6od2AhfXw6ywi9d2jBH7/uUPcS5l5UCb1mqqjKNUH/DXVn1WSiEiItJy93lfUKR2fp3OFZ9Bp3PFN8UFRWK5l34uMXhujuQPYEmp6BGWvZS+JvEDLL/2107gIfOEK+xicJrs+ZSD5XwuDJyT5dO6tFPTDxRFH6RW2D27c3St5SxL02nL5rneqcpturtD1T7X1lF2RztosPTC9OS+Jn0+srZHV9aJLivXTxXqegz7DqmBu7t8Zm2Q+numuKHxvfBrKINwWfdZm34jlyvKhe1fqOwhb1jq8gemujv9JtILQEREXkz7GSo7uQwGESj7mvQdZTKoPnRULPPCzx4Gz82VrH8s6xqbAtR0Cpln2yJQnwetDdD8fNXBdoA+N7e0XPww2wr1E4WYTOqEIp4k/2sDZllH2e5Q70C13PVMu6tFrQ3Gqwqew0PUX2I/X5GCIWcVLCoRv8wGg/iFLj4vUlGqym3WppJoz0n+vzranuVjp8Q1ck3xOFegBuNyGnCg+tzomsjNE3+gtDW7PflGgIiIyFPyM1TO8turizqTYKC//nMdUD+X3MUDXoDBc3NVVCJ6kOXgPrOf+CE0XKgXrL3TA9Rg298MnL9QW1gbMGvZ7eo+tHwupHnIgXDaqhbuejC1X9FotxUUULm962Qo7sjAtfi86BV3R6ZdOGfx81HTLOQEJXk2iJJwFwYEll44Ju1sR1UFmJ7Wp5QBsyRTRrQDLovPV047kRU35DqTSdzMbN1TdZpIdeRkOdqa3dqvzWSuN3OhiYioNnLz1LkLFEUNiN2lZcrSt5Zg0dZLP3sYPDdXclCg/Fq/vEIN8BwOdZppGcTJnOXCYhE4y9rC7mbPk7m9rtOjm3zEPowG8VptQFxdTrM278lwYYBfUYl+UGBZubpN11J72iBbDnCUtOkZV3RU61LL6hva3O2z+WL7BoMIJq2tKg9mcHc+tRlspx3UGBQgAmfXkn6uNy+Koj+/oAB9eb0T2eIPTk3u0t3N5qS9JllngC7tm9RADiIi8iKnc8Xnl5wTQTsjsOtniZzD4FwBcGPfS3+sHmLw3Bzl5ulnwJM9zYCaUiBpgzhJuTARhww6TRdea7erPdJb0vW9ouEhal41AJh93A/y007GIvcvg9TScnX6aUAN4GQ+svHCL502dwpQA+2sM256w30AKCKolKkVeTb12O0u6Rhl5WrgXF0vrvZ8ahNQatM7XAPz3DyxzuwnroPdrtaSlvWstYM55Q2CAeK9qUn+clU55UDlr82YwkFERDWlHeRfUio+g7WfN9rPJlmwwNe7w1PvPjqqHflVvCyVJgcMyoDL5CMCNhmkuaMbAFih1ikuKAIcLutlmTs5wM7hAMqNovdaDniTFSpk3emycjXHGVBzrAH1X4cigvBAf9G+vEIfHFfY1a+CHA73Oc4OB9AtTl/eTh6nvKnQzijoa6q8H3dk0LnvUO1GBldX3ULeHMi7dEW5MJW4ZpIWWYPbtQe+unxzuV25Xr7GXW6zNpfbtWfdS79GIyIiL+Pum+KychFA59lEx5us9lVWrh+j5cUYPDdHMj9Y5gzJr/WNRgCKOq22dhIQQE3DcFfezWAQP9j+ZpHaIZl89D20BcVqGTxZo1gOwJNpJDKIl8dVUHyh6odJ7Xm2BKvl9gAxkM6vpPIvYFm5uj3X9BJ5Ltpf3LJytZqF7PGWv6iud8CekCkOtR3YUF0qhLaKicOhz9MOs+hzpt1VIHHdh3wvHQ61F16b2yzzxeWU5q6Tr7CcHRER1YS7MTTy8wVQO72MRjV9VE5K5sUYPDdHeTYRKMn0BLOf+GGVNYlz89Syc1JQgPsBarL3U1ae0K4PCtCnHESEATv2ARWonA8dYFZH2WonDgFEz7a2eESeTQTkMqWkFKJnWvaQBgWogXWgf+VZEGVPu6y9LHtre3WpPNDPXW3nmqRguOuh9YTcl7wmZeXqtlxnSJQlA+U5WVupeeGAOjhSBrdVVSrR1sOWx6rNbZYDPUsh/nUoF5+unYiIqCraMTQnstXYoG2kWq3L9VvgCnv1KYhegMFzcyYD3bJyEYweOiaeu6uiUVom8mpdS6Bpez/lzHaA+GHX1jsG9CNq5aBCWQ6uwi62YzSq6QbV0eb9mnyqLqxuClAHARaViLzfwACRNuJwiOMpr1B7hbXBbpBLIOk6c6Gnv7Q16ZGVQbM2fQQQ51NVHWtAzc1WFH15QEDtSa7qGNwNCpTHYvYTE61U2IGKEtH7b/ZVpzQvPq/e9HjhHzAiIvJi8nNDzgshBwzKGXNLy0THDiA6biQ53km7DS/C4Lk5ksGp7NWUVRqqqw1stwN+fvoeYC1tXjAgyqIB+ok8tIMUARG0+hj1U1nLf12rbMggGRA9rYeOqgPj5HJtOorsVS8+LwJnGVAqF7YFiF9OWbNaO/mKa2k5yXXmQqD+f2m1vcAhweofEXf7dJ1m3V3lE0neCFQ1cYwcaClnf5Tvg5wwR3I4xPtVWqbuy+TDPGciIqo5WXpO+/mVZ1M/e0wmESSHttBXvyorF98se+lnD4Pn5qr4vJoPLIPM6vj4iCCp1GW5ttSbFBIsAtjcPPVuUpZ0k68xXRjo5zqNtaKI13SLEyXQZKqFNudYBs6A2HZRiVjm46OmZMgAT1FEbrVWnk3sW567/cLAQhk8VtjdT2ldXd5wfamuF/jYKX2Qr63oId9f7R+X4MALpQWhpnC4DvyrbhpUuV1ZLxqKeI9lcC8DcpkW41qNg4iIqDpZZ/STjMnPdEAdDA+IbzpDgvWxwsXilkbE4Lk50tYC1ga+ckpuGXyZTOrEJjK3Vls32PX1gMhL0latcO0JlV/7uyu/JgNtmWYge321KRwyuDUaRQAsByfaL0wbDuirbLg7RkUBiktE+oZsb77Qey1/aQMtVQeBDTkwrqptawNd+X5oK5UA4v0OMItZHGUai6xJLUsAynxwGYS7C8C1U5BLFRXqlOzagYKuudkFxeJG5mKl/IiIiKytKqcaasmOGxjEZ5T2m1BF8dopuhk8N3eygoXMNdIGuxUVgI/LIDFLsDqBiDbf2WgUvcW2QvVO0l0KQUWFCO5cf9Dl898zxX7OFah5yto849Jydd/au04fTXUMGbS76xWXFKjpKyWl6tc/sqe7ql7lxpwIRNsrre0xdihqzcsKu3pjYitURzDn2fRTjucX6qtxREWota7l4EOTy69/UYkaoEvanmxAvfHKOsPgmYiIqtcxRnyWuyslKzvbwiya1MsLRQ5kuqeXTtHN4Lk5ahctAtPyCsDfT/MViUPkNZdXiGDY7KsPUCvsauAsZ7xzTauQNaQdmh9wbRBtNFaeQlsbkAb6q1/JnMhWAzjt4ABAzVXWHqslWF9lwrXWdKC/aF9YLGpHagPMoADPepQbcyIQd8enzYkuLRMP+YekqERci6wzFyaD0bxGpmnIbyBkb7a7QFhLfqXmOn2q7LmWNy6W4Po7byIiar6cZVZNF+aNABBqEcvyC4HSM/r2HWMaPoWyjhg8N1d2uzrdtuRzoSazrVDkCRfbxax9dk0QKussy8C5qEQdJAjo6xrL3lztKFqHQ/zAy3J5crCfDIyDAkSALgNfGcCVlokAWK73Nak9m4eOiiBf/hJp83clbUUOmesMiON3nSq8Ot4yEYhrIC1zogH9McprYfYTqSjyPbA71NkHZZk/yWCo3AtgNIqHvB7upk/dd0h9H91VbCEiIqqK7GhToJZdBcTnjaywJSt1Nea3wB5g8NwcybxhLbOf+AGUAbFkV9RyMVJJqX4bDkflvCP5Q20rVLdvd4jgS6aBAOq/pgt1omXPp7vKEXa7WuWhrFyU1nPmZ/vof4lcz0MbXANV5wBf7JfQWycC0R6XnEo7KECtLCIH9ck8ae0NRqC/vhb3vkOVt+9wiBuWCugHIGpFRagT3RAREXkizCLiCteKG7ZCEUDLb5VNPmr8Icdf1XT23kvEePEm1OS4Bs5Go+jF1aY8aMmqGJJ2NKzRKO4QZd4RIH6Ie3UR/8rydKVl6uBD1wlSADWodpd7LfdjbaXPedamFViCRSrK1j3iF65/DzVwlPvU9q7m2USgV1Qi7mRLSi9eW9qbyAA5N6/yOjlj04lsNe3m2CnxDcC5AnHOXdqLayq/RdAKClCvkby+slSgHFRqMADf7xXvuRQRJkoUysGlREREF5NnE5/5FRVqqqac/TjrjPqZVlIqOnFKStU4Rk6Y4mXY89wcyZJzcnZA7RTVMmVCJuoDau+srLYgJzuxXxhoKPOJ3aUyaEfSlrtUbJAVGgC1sofJR5+LC6iDESPCKpedA0RPqK1Q/WWS+9OW1gswq72q2jrKsndc5j03FdXlXmtTV+TENa6zRbr2oP+eCZzKVQceaqf9BsS1ltU3/M1qWocM0BVFreUt/+BZgr2uN4CIiLyYcuEzR/ZCW4JFHCG/1XSXEujaIegFGDw3R7LKhBzkVWFXA6NA/wsz+/iqMwTuOyQCJB+j+vWJ9ut5k486tbVrrd+OMeI1h46KAMzPV81V3n1ADW7tdrFPOduglgzuI8LU+s2SDHhlj7R0IltM76k9Z8B9HeXTuTXLe/YGVeVey9xnHx912nXtDYcB4prLtI6iEvGvvOFw/cMk/4Bpe/m1efKACKQNBjW/GvDaEdBERORl2kUDP/8u/i8/Q2R8UVQiPtOqqpwFqGOnvAiD5+bGdcY/GaiWGdSvPmS6g3YyDhkYueYNy5q/gPveULk/WeKu+Lw+1UAGZ/IrGjmrkEwTkL3UMkc5IkxfE1LeCMjAV+Zny7xc1ynC3eUse8sgwJqoKvda+14EWtRJTiSDUXzlJfPLHQ59hQ0tOUhQm0Jj9hO9064BtLyxshWKfxWlab2fRETUOCLCRGeX/MZSO2BdO0ZKphPKzzRfk/i/F6YJMnhubtzNKAeIH8qSUvGDKKfMlj2H2h7aoICqR7i6C0K1AbX8yuXQURGEyZrB2slUfIz6Sh1yX7L+s+uMQsdOVe51bhspgsamPgiwNqIixHnLbxO07422dKC7vPLwEPEey+DboUnLkTcyctpUyd8POF8GwADYLvxMFZUA1/Zq8FMlIqImTlspqkt78Vn8e2bliVO0qaTyM0qWqvXCb40ZPDc32l5j2fNs8hFf8zu/sjcAAX76IFgGmDJnWC7Tqq5XV5vfXGEH7JoeZm0w1qW9GqTLVA9ZwxgQ/3f2Lhsq/9KUlok0BW0ud3MJjD3hep20vc4ycDb5iDQV17zmcwVAaAvxnsqg2ABxI9Ori74UHSDWnZfXtEK/HyIioovRflt6Old8e3kqt/K3nhUV4mH2UzuCQlt47becDJ6bG9cAN+uMSMbXplJUNQsgUPMUB7k/mb4hJymRsxNq0wpk0BUVIQJnGdhre0/lwDQ5sFCrrFzdrtymu8oelwPZs6ytaS17nH18ADgq9zz7mtTSgmUVaj55UMCF/HSXHn6D8cI3BReug3a2yd0HKk/BTkREpCW/LQX042+qYvKpnI7phRg8N2faCUK0lSnczQIoeZrioP0qRgZREWGivJmWoqgBnqKI18g0DqNR9ET/ekT/mrP5au+za6UPOSGLZCv0+mLq9cL1HG2aPGbtHbyiuB+tbDCoE+TIGQlLSkVFEnclDI1GEWzLa6AdsFFUIm7ALrdefyIiqhnXiba0XGcpNvupg/+9nFfWed6yZQuGDRuG6OhoGAwGrFy5ssq2EyZMgMFgwPz583XLz549i5EjR8JisSA0NBRjx45FYaF+4NS+fftw4403wt/fHzExMXj99dcrbf+LL75At27d4O/vjyuvvBJr1qypj1O8NKIi1HJt7aJFTqsMmotKqq8lfDHyqxg5lbPkbtpmx4UqHIH++vxno1EE03LgmnYmQ9lLXVYueq9loB5gFucQHiLa+/iIdfmFTauOc03J3HJ5jtZWIqCNjhBl/oIC9O+fluyNPnZKXJ/r+4hAWv5sREWoE67InvwAs/p6mSddVHIhkDap2yUiIqqKjDN+z1RL4srPq0B/8RkGqCmErjPr1jZGaWBeGTwXFRWhd+/eWLRoUbXtVqxYgR07diA6uvKdysiRI3HgwAGkpqZi1apV2LJlC8aPH+9cb7PZMHjwYLRr1w7p6el44403MGPGDCxZssTZZvv27bjvvvswduxY7N27F8OHD8fw4cOxf//++jvZhiQraciAq1cXEUTLoEkWJj901PMfTu3sdu4m4dBVfjCogRYgAmjtejkZS0WFOCYZBAYFiF+oMIs6VScgfvlkEBfoL14jg2x5Ts2V9kYIEMGvDIIjwsTXXKEt3L9WTjhTVAL88odIuZDblD8b/XuIQYBtWoug3OynftWmda4AYm5V6Hu/iYiIXB07JTrATuWKzjM/X30cYgkWn/mBLrFEbp6ITc4VeGXHmEFRqiuu1/gMBgNWrFiB4cOH65afPHkSAwYMwLp165CUlITJkydj8uTJAIBffvkFV1xxBXbt2oX+/fsDANauXYvbb78dJ06cQHR0NN5991288MILyMrKgp+fKN323HPPYeXKlfj1118BAPfccw+KioqwatUq536vvfZaXHXVVVi8eLFHx2+z2RASEoL8/HxYLI1QbkUOLAsJFsGzlvzhtDtE4OVuvWs6xL5D4ofZx6iOnNXSjqINClAn8NCOpJXl6QyGC8HYBdERao3o3Dz1TtXHR7xWTtYBiNcG+ov/M/dWvF+yjiYAGA0iZacqRqNaCSXALP6gyWA6v1C8Xuacy0BaUcT7HmZRp1WV14uIiMjV7gPqt5YyBVNb6lYbg2grcMnOvapijQZQk3jNK3ueL8bhcCA5ORlTp05Fjx6VE8vT0tIQGhrqDJwBICEhAUajETt37nS2uemmm5yBMwAkJibi4MGDyMvLc7ZJSEjQbTsxMRFpaWlVHltpaSlsNpvu0ai0PZauX4FEhIkfSvlD67reNVVAbk+Wm3N3NyiDYtcUgooKteqGrB2tHejmcIg7U7n/07ki6Ja9pvKOVVIUsT0/XwbOgP5ahIcAAf76a+B6PRwO8f75msS/eTYRfBsMYpndoabSRIQB3Tuoec+KovZ6ExERVUWmjHaMER102s/r07nis8bHqO+8kQF0aItLFjjXVJMcMDhnzhyYTCZMmjTJ7fqsrCy0bt1at8xkMiE8PBxZWVnONnFxcbo2kZGRznVhYWHIyspyLtO2kdtwZ/bs2Zg5c2aNz6nBuCbru5ahq269u8ob2prQ7tIk5LKycrVX0+6jTiUNqPuQbQ2GCykABhHE5ReKXuji8yItI9AfOF8q9n0qV18zujmnatSEdkRzaZn63lfY1ZI/5wr0gy0VRVTS0H75JFMx5ABPWWNTBsrHTnleX5uIiC5v1RUhCAoQc1JYgtUStoDaO+3FnzFNLnhOT0/HggULsGfPHhi8cMDStGnT8NRTTzmf22w2xMR4SQ/dxcrQua6v6oe3uh9qbem63zNFEBfof6HX2aCWQzMYKqeE7D4gepllLrSciGP3AREE5tlEUH0qV/SOynxfEu+D/JoLUNMr5FTrrhU4DAa11z7PJq6LwyFSMYrPq1NyA+IPmvw2QKbhyAopfP+JiMgTrqmgsiKYrVBNM3RNH/VSTS543rp1K3JychAbG+tcZrfbMWXKFMyfPx9Hjx6F1WpFTk6O7nUVFRU4e/YsrFYrAMBqtSI7W19vUD6/WBu53h2z2Qyz2Vzl+kblGvS6/iDX551eRJjIZXI41KmeXUvMORTRiymPoV20WlWjqgC/YwzTBaoip1mvuNCbrJ1aXeYsy8GAJaXi/0Ulas64/HmQPdiy91kO0tRO8+1wsFQdERF5Tjsjsfbb7aAA/edVE9Dkcp6Tk5Oxb98+ZGRkOB/R0dGYOnUq1q1bBwCIj4/HuXPnkJ6e7nzdhg0b4HA4MGDAAGebLVu2oLxcrSiQmpqKrl27IiwszNlm/fr1uv2npqYiPj6+oU+zbjwt7+Iup7k+92FtVf26kAtl7eQxyKoR/Xvog7J20erXOV5YsuaSudh7LnPYZdm54vPiZkTemAT6i+VhlsrvPSC+KZC90HIbsvqJHKxpNKrLm9AfOiIiamRRESKdUJv616uL+3xoL+eVPc+FhYU4fPiw8/mRI0eQkZGB8PBwxMbGomXLlrr2vr6+sFqt6Nq1KwCge/fuGDJkCMaNG4fFixejvLwcEydOxL333ussa3f//fdj5syZGDt2LJ599lns378fCxYswLx585zbfeKJJ3DzzTdj7ty5SEpKwqeffordu3frytl5Jde7u6rUdDbBmu7DEgwEaVICZO6ytkqDtve7OrI+9LFTTeoXrF558p5rp+/Os4mJcQ4dFUE1oE6G0r9H5fdelv2rqAC6tNPnwjunXq8AKgBERF6+14GIiGpOphdqO8zcTbjWBHhl8Lx7924MHDjQ+VzmEI8aNQopKSkebWPZsmWYOHEiBg0aBKPRiLvvvhtvv/22c31ISAi+++47PPbYY+jXrx9atWqF6dOn62pBX3fddVi+fDlefPFFPP/88+jcuTNWrlyJnj171s+JNhRPg+K6pGl4so/TueosdjKPSf6iaKd3dj0G13SS07mVp5q+HFX3nsv3VU55HmZRB23aHerMjtr2rjnn0RGizKABor0cwFFWLnqbATWIPpEtbo6ayB86IiLyAq6fY3LCNfn/JvKZ4vV1npu6Rq/z3JiqqhOdd6F8X1CA+znsXWtTN9E700tK+74CIti12wF/s5pyIXOeu7RX7/5d639r8561s0ECwBUdRa66DLBDLU1mcAcREXkhL/p8r0m85pU9z9RMaHuVZVAWFCCCtup6kj2t+kEqWapOTmwie4jlYE1ABM7WVpVLAmlpq6WcztUH5KdzRbAsywox55mIiGqiIQsVXEIMnunS0ObrRkcAWWdEaoE7TfSXySvIiUxkhkZ4iBpIt4tWr0NZuX7SGVfyGvz0myhbZzLxZoaIiOrG0zFZXo7BM10a2t7k07miTJ3Mc6K60+aNBQWIGxNtuoyWTMmQMz5W9wfsys7iX9lbcLH2REREValLoQIvwuCZLg13vZVN/JfHq2hnGNTWbd53SB9EywGYxec9n6ExN09U7LA71G0QERHVVDP55pLBM116zeSXx6u4e0+1KRraHDPtnb8n1+F0rgicOR06ERERg2eiJk87GNN1VsGAC7NdnisQsw8CNb95qWmwTURE1IwxeCZq6mQPc0GRyCWXZI3tqAg17eJidTTdlRfkNwVERERODJ6JmjrZM+za8yzXycDXk/JyVY2E9qJanERERI2JwTN5P3e9oaSqqmdYu0xbv9l1EKFWVSOhm+gsUERERPWNwTN5P9feUAbTtXexGptVBeLaah4cNEhERJcxBs/k/Vx7Q5tJkfVGUZsam/JmhekaREREDJ6pCXDtDW0mRdYbRW0G//FmhYiIyInBMzU9rP5wafFmhYiIyInBMxFVjzcrRERETsbGPgAi8jKyIkduXmMfCRERkddhzzMR6THHmYiIqEoMnomam7qW8mOOMxERUZUYPBM1N3XtOWaOMxERUZUYPBM1N+w5JiIiajAMnomaG9eeY87ISEREVG8YPBM1dxwASEREVG8YPBM1d0zjICIiqjcMnomaOw4AJCIiqjecJIWIiIiIyEMMnomIiIiIPMTgmYiIiIjIQwyeiYiIiIg85JXB85YtWzBs2DBER0fDYDBg5cqVuvUzZsxAt27dEBQUhLCwMCQkJGDnzp26Nnv27MFtt92G0NBQtGzZEuPHj0dhYaGuza5duzBo0CCEhoYiLCwMiYmJ+PHHH3Vt9u3bhxtvvBH+/v6IiYnB66+/3iDnTERERETezyuD56KiIvTu3RuLFi1yu75Lly5YuHAhfvrpJ2zbtg3t27fH4MGDkZubCwA4deoUEhIS0KlTJ+zcuRNr167FgQMH8OCDDzq3UVhYiCFDhiA2NhY7d+7Etm3b0KJFCyQmJqK8vBwAYLPZMHjwYLRr1w7p6el44403MGPGDCxZsqTB3wMiIiIi8j4GRVGUxj6I6hgMBqxYsQLDhw+vso3NZkNISAj++9//YtCgQViyZAn+/ve/4/Tp0zAaxf3BTz/9hF69euG3335Dp06dsHv3blx99dU4fvw4YmJi3LZ599138cILLyArKwt+fn4AgOeeew4rV67Er7/+6tHxy2PLz8+HxWKp25tBRERERPWuJvGaV/Y810RZWRmWLFmCkJAQ9O7dGwBQWloKPz8/Z+AMAAEBAQCAbdu2AQC6du2Kli1b4oMPPkBZWRlKSkrwwQcfoHv37mjfvj0AIC0tDTfddJMzcAaAxMREHDx4EHl5eW6Pp7S0FDabTfcgIiIiouahyQbPq1atQnBwMPz9/TFv3jykpqaiVatWAIBbb70VWVlZeOONN1BWVoa8vDw899xzAIDTp08DAFq0aIFNmzbhk08+QUBAAIKDg7F27Vr85z//gckk5o7JyspCZGSkbr/yeVZWltvjmj17NkJCQpwP2atNRERERE1fkw2eBw4ciIyMDGzfvh1DhgzBX//6V+Tk5AAAevTogQ8//BBz585FYGAgrFYr4uLiEBkZ6eyNLikpwdixY3H99ddjx44d+P7779GzZ08kJSWhpKSk1sc1bdo05OfnOx+ZmZn1cr5ERERE1Pia7PTcQUFB6NSpEzp16oRrr70WnTt3xgcffIBp06YBAO6//37cf//9yM7ORlBQEAwGA9566y106NABALB8+XIcPXoUaWlpzoB6+fLlCAsLw9dff417770XVqsV2dnZuv3K51ar1e1xmc1mmM1m53OZUs70DSIiIiLvJOM0T4YCNtng2ZXD4UBpaWml5TLN4n//93/h7++P2267DQBQXFwMo9EIg8HgbCufOxwOAEB8fDxeeOEFlJeXw9fXFwCQmpqKrl27IiwszKPjKigoAACmbxARERF5uYKCAoSEhFTbxiuD58LCQhw+fNj5/MiRI8jIyEB4eDhatmyJV155Bf/zP/+DqKgonDlzBosWLcLJkycxYsQI52sWLlyI6667DsHBwUhNTcXUqVPx2muvITQ0FABw2223YerUqXjsscfw+OOPw+Fw4LXXXoPJZMLAgQMBiN7rmTNnYuzYsXj22Wexf/9+LFiwAPPmzfP4XKKjo5GZmYkWLVroAnUtm82GmJgYZGZmsiKHF+D18D68Jt6F18P78Jp4F14P7+LJ9VAUBQUFBYiOjr74BhUvtHHjRgVApceoUaOUkpIS5S9/+YsSHR2t+Pn5KVFRUcr//M//KD/88INuG8nJyUp4eLji5+en9OrVS/noo48q7ee7775Trr/+eiUkJEQJCwtTbr31ViUtLU3X5scff1RuuOEGxWw2K23atFFee+21ej/f/Px8BYCSn59f79ummuP18D68Jt6F18P78Jp4F14P71Lf18Pr6zxfDlgL2rvwengfXhPvwuvhfXhNvAuvh3ep7+vRZKttEBERERFdagyevYDZbMZLL72kq9JBjYfXw/vwmngXXg/vw2viXXg9vEt9Xw+mbRAREREReYg9z0REREREHmLwTERERETkIQbPREREREQeYvBMREREROQhBs9eYPXq1RgwYAACAgIQFhaG4cOH69YfP34cSUlJCAwMROvWrTF16lRUVFQ0zsFeJkpLS3HVVVfBYDAgIyNDt27fvn248cYb4e/vj5iYGLz++uuNc5CXgaNHj2Ls2LGIi4tDQEAAOnbsiJdeegllZWW6drwml9aiRYvQvn17+Pv7Y8CAAfjhhx8a+5AuC7Nnz8bVV1+NFi1aoHXr1hg+fDgOHjyoa3P+/Hk89thjaNmyJYKDg3H33XcjOzu7kY748vLaa6/BYDBg8uTJzmW8HpfeyZMn8cADD6Bly5YICAjAlVdeid27dzvXK4qC6dOnIyoqCgEBAUhISMBvv/1Wo30weG5kX331FZKTkzF69Gj8+OOP+P7773H//fc719vtdiQlJaGsrAzbt2/Hhx9+iJSUFEyfPr0Rj7r5e+aZZ9xO0Wmz2TB48GC0a9cO6enpeOONNzBjxgwsWbKkEY6y+fv111/hcDjw3nvv4cCBA5g3bx4WL16M559/3tmG1+TS+uyzz/DUU0/hpZdewp49e9C7d28kJiYiJyensQ+t2du8eTMee+wx7NixA6mpqSgvL8fgwYNRVFTkbPPkk0/i22+/xRdffIHNmzfj1KlTuOuuuxrxqC8Pu3btwnvvvYdevXrplvN6XFp5eXm4/vrr4evri//85z/4+eefMXfuXISFhTnbvP7663j77bexePFi7Ny5E0FBQUhMTMT58+c931G9zFNItVJeXq60adNGef/996tss2bNGsVoNCpZWVnOZe+++65isViU0tLSS3GYl501a9Yo3bp1Uw4cOKAAUPbu3etc989//lMJCwvTvffPPvus0rVr10Y40svT66+/rsTFxTmf85pcWtdcc43y2GOPOZ/b7XYlOjpamT17diMe1eUpJydHAaBs3rxZURRFOXfunOLr66t88cUXzja//PKLAkBJS0trrMNs9goKCpTOnTsrqampys0336w88cQTiqLwejSGZ599VrnhhhuqXO9wOBSr1aq88cYbzmXnzp1TzGaz8n//938e74c9z41oz549OHnyJIxGI/r06YOoqCgMHToU+/fvd7ZJS0vDlVdeicjISOeyxMRE2Gw2HDhwoDEOu1nLzs7GuHHj8PHHHyMwMLDS+rS0NNx0003w8/NzLktMTMTBgweRl5d3KQ/1spWfn4/w8HDnc16TS6esrAzp6elISEhwLjMajUhISEBaWlojHtnlKT8/HwCcvw/p6ekoLy/XXZ9u3bohNjaW16cBPfbYY0hKStK97wCvR2P45ptv0L9/f4wYMQKtW7dGnz598K9//cu5/siRI8jKytJdk5CQEAwYMKBG14TBcyP6448/AAAzZszAiy++iFWrViEsLAy33HILzp49CwDIysrSBc4AnM+zsrIu7QE3c4qi4MEHH8SECRPQv39/t214PRrX4cOH8c477+Dhhx92LuM1uXTOnDkDu93u9v3me31pORwOTJ48Gddffz169uwJQPy8+/n5ITQ0VNeW16fhfPrpp9izZw9mz55daR2vx6X3xx9/4N1330Xnzp2xbt06PPLII5g0aRI+/PBDAOpnQl3/hjF4bgDPPfccDAZDtQ+ZywkAL7zwAu6++27069cPS5cuhcFgwBdffNHIZ9F8eHo93nnnHRQUFGDatGmNfcjNnqfXROvkyZMYMmQIRowYgXHjxjXSkRN5h8ceewz79+/Hp59+2tiHctnKzMzEE088gWXLlsHf37+xD4cgbir79u2LV199FX369MH48eMxbtw4LF68uF73Y6rXrREAYMqUKXjwwQerbdOhQwecPn0aAHDFFVc4l5vNZnTo0AHHjx8HAFit1koj2eVIXavVWo9H3Xx5ej02bNiAtLQ0mM1m3br+/ftj5MiR+PDDD2G1WiuNlOb1qDlPr4l06tQpDBw4ENddd12lgYC8JpdOq1at4OPj4/b95nt96UycOBGrVq3Cli1b0LZtW+dyq9WKsrIynDt3TtfbyevTMNLT05GTk4O+ffs6l9ntdmzZsgULFy7EunXreD0usaioKF1MBQDdu3fHV199BUD9TMjOzkZUVJSzTXZ2Nq666iqP98PguQFEREQgIiLiou369esHs9mMgwcP4oYbbgAAlJeX4+jRo2jXrh0AID4+Hq+88gpycnLQunVrAEBqaiosFkulHxByz9Pr8fbbb+Pll192Pj916hQSExPx2WefYcCAAQDE9XjhhRdQXl4OX19fAOJ6dO3aVTeal6rn6TUBRI/zwIEDnd/MGI36L8x4TS4dPz8/9OvXD+vXr3eW1HQ4HFi/fj0mTpzYuAd3GVAUBY8//jhWrFiBTZs2IS4uTre+X79+8PX1xfr163H33XcDAA4ePIjjx48jPj6+MQ65WRs0aBB++ukn3bLRo0ejW7duePbZZxETE8PrcYldf/31lco3Hjp0yBlTxcXFwWq1Yv369c5g2WazYefOnXjkkUc831EdBjVSPXjiiSeUNm3aKOvWrVN+/fVXZezYsUrr1q2Vs2fPKoqiKBUVFUrPnj2VwYMHKxkZGcratWuViIgIZdq0aY185M3fkSNHKlXbOHfunBIZGakkJycr+/fvVz799FMlMDBQee+99xrvQJuxEydOKJ06dVIGDRqknDhxQjl9+rTzIfGaXFqffvqpYjablZSUFOXnn39Wxo8fr4SGhuoqAlHDeOSRR5SQkBBl06ZNut+F4uJiZ5sJEyYosbGxyoYNG5Tdu3cr8fHxSnx8fCMe9eVFW21DUXg9LrUffvhBMZlMyiuvvKL89ttvyrJly5TAwEDlk08+cbZ57bXXlNDQUOXrr79W9u3bp9x5551KXFycUlJS4vF+GDw3srKyMmXKlClK69atlRYtWigJCQnK/v37dW2OHj2qDB06VAkICFBatWqlTJkyRSkvL2+kI758uAueFUVRfvzxR+WGG25QzGaz0qZNG+W1115rnAO8DCxdulQB4PahxWtyab3zzjtKbGys4ufnp1xzzTXKjh07GvuQLgtV/S4sXbrU2aakpER59NFHlbCwMCUwMFD5y1/+orvZpIblGjzzelx63377rdKzZ0/FbDYr3bp1U5YsWaJb73A4lL///e9KZGSkYjablUGDBikHDx6s0T4MiqIote8gJyIiIiK6fLDaBhERERGRhxg8ExERERF5iMEzEREREZGHGDwTEREREXmIwTMRERERkYcYPBMREREReYjBMxERERGRhxg8ExE1IykpKQgNDW3sw6jEYDDAYDDU27E9+OCDzm2uXLmyXrZJROQJBs9ERE2INmj08/NDp06dMGvWLFRUVDT2oV3U0qVLcejQIedz10A/JSXFeW4+Pj4ICwvDgAEDMGvWLOTn5+u2tWDBApw+ffpSHToRkRODZyKiJmbIkCE4ffo0fvvtN0yZMgUzZszAG2+80diHdVGhoaFo3bp1tW0sFgtOnz6NEydOYPv27Rg/fjw++ugjXHXVVTh16pSzXUhICKxWa0MfMhFRJQyeiYiaGLPZDKvVinbt2uGRRx5BQkICvvnmG12bdevWoXv37ggODnYG29KuXbtw2223oVWrVggJCcHNN9+MPXv2ONcrioIZM2YgNjYWZrMZ0dHRmDRpknN9aWkpnn76abRp0wZBQUEYMGAANm3aVC/nZjAYYLVaERUVhe7du2Ps2LHYvn07CgsL8cwzz9TLPoiI6oLBMxFRExcQEICysjLn8+LiYrz55pv4+OOPsWXLFhw/fhxPP/20c31BQQFGjRqFbdu2YceOHejcuTNuv/12FBQUAAC++uorzJs3D++99x5+++03rFy5EldeeaXz9RMnTkRaWho+/fRT7Nu3DyNGjMCQIUPw22+/Ncj5tW7dGiNHjsQ333wDu93eIPsgIvKUqbEPgIiIakdRFKxfvx7r1q3D448/7lxeXl6OxYsXo2PHjgBEsDtr1izn+ltvvVW3nSVLliA0NBSbN2/GHXfcgePHj8NqtSIhIQG+vr6IjY3FNddcAwA4fvw4li5diuPHjyM6OhoA8PTTT2Pt2rVYunQpXn311QY5127duqGgoAB//vnnRVM/iIgaEnueiYiamFWrViE4OBj+/v4YOnQo7rnnHsyYMcO5PjAw0Bk4A0BUVBRycnKcz7OzszFu3Dh07twZISEhsFgsKCwsxPHjxwEAI0aMQElJCTp06IBx48ZhxYoVzgGJP/30E+x2O7p06YLg4GDnY/Pmzfj9998b7JwVRQEg0jqIiBoTe56JiJqYgQMH4t1334Wfnx+io6NhMun/lPv6+uqeGwwGZ/AJAKNGjcKff/6JBQsWoF27djCbzYiPj3emfsTExODgwYP473//i9TUVDz66KN44403sHnzZhQWFsLHxwfp6enw8fHR7Sc4OLiBzhj45ZdfYLFY0LJlywbbBxGRJxg8ExE1MUFBQejUqVOtX//999/jn//8J26//XYAQGZmJs6cOaNrExAQgGHDhmHYsGF47LHH0K1bN/z000/o06cP7HY7cnJycOONN9bpPDyVk5OD5cuXY/jw4TAa+YUpETUuBs9ERJeZzp074+OPP0b//v1hs9kwdepUBAQEONenpKTAbrdjwIABCAwMxCeffIKAgAC0a9cOLVu2xMiRI/G3v/0Nc+fORZ8+fZCbm4v169ejV69eSEpKqtOxKYqCrKwsKIqCc+fOIS0tDa+++ipCQkLw2muv1fXUiYjqjLfwRESXmQ8++AB5eXno27cvkpOTMWnSJN0gvNDQUPzrX//C9ddfj169euG///0vvv32W2fKxNKlS/G3v/0NU6ZMQdeuXTF8+HDs2rULsbGxNToOh8NRKeXEZrMhKioKbdq0QXx8PN577z2MGjUKe/fuRVRUVN1PnoiojgyKNhGOiIioARgMBqxYsQLDhw93LnvttdfwySefYP/+/fW6XSKihsSeZyIiuiTuu+8+tG3bFsXFxdizZw+WLl2KhISEWm1rwoQJDTpAkYioKux5JiKiBnf48GEAgI+PD77++mvMmjULCQkJWLx4McLDw2u8vZycHNhsNgCiFF9QUFC9Hi8RUVUYPBMREREReYhpG0REREREHmLwTERERETkIQbPREREREQeYvBMREREROQhBs9ERERERB5i8ExERERE5CEGz0REREREHmLwTERERETkIQbPREREREQe+v+Z5KUb2SFH/QAAAABJRU5ErkJggg==","text/plain":["<Figure size 800x400 with 1 Axes>"]},"metadata":{},"output_type":"display_data"},{"name":"stderr","output_type":"stream","text":["/Users/buyer/Desci/sailorsComponents/api/.venv/lib/python3.9/site-packages/lightkurve/search.py:424: LightkurveWarning: Warning: 89 files available to download. Only the first file has been downloaded. Please use `download_all()` or specify additional criteria (e.g. quarter, campaign, or sector) to limit your search.\n","  warnings.warn(\n"]},{"data":{"image/png":"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","text/plain":["<Figure 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","text/plain":["<Figure 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","text/plain":["<Figure size 800x400 with 1 Axes>"]},"metadata":{},"output_type":"display_data"}],"source":["import lightkurve as lk\n","import matplotlib.pyplot as plt\n","import requests\n","from io import BytesIO\n","from supabase import create_client, Client\n","\n","# Initialize Supabase client\n","supabase_url = 'https://hlufptwhzkpkkjztimzo.supabase.co'\n","supabase_key = 'eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJzdXBhYmFzZSIsInJlZiI6ImhsdWZwdHdoemtwa2tqenRpbXpvIiwicm9sZSI6ImFub24iLCJpYXQiOjE3MTYyOTk3NTUsImV4cCI6MjAzMTg3NTc1NX0.v_NDVWjIU_lJQSPbJ_Y6GkW3axrQWKXfXVsBEAbFv_I'\n","supabase: Client = create_client(supabase_url, supabase_key)\n","\n","# Fetch anomalies with anomalytype 'planet'\n","anomalies_list = supabase.table(\"anomalies\").select(\"id, configuration\").eq(\"anomalytype\", \"planet\").execute()\n","\n","# Define a function to upload image to Supabase storage\n","def upload_to_supabase(filepath, bucket_name, folder_name, file_name):\n","    with open(filepath, 'rb') as f:\n","        supabase.storage.from_(bucket_name).upload(f\"{folder_name}/{file_name}\", f.read(), file_options={\"content-type\": \"image/png\"})\n","\n","# Process each anomaly\n","for anomaly in anomalies_list.data:\n","    anomaly_id = anomaly['id']\n","    config = anomaly['configuration']\n","    tic_id = config['ticId']\n","\n","    # Define TIC and other parameters from the configuration\n","    TIC = tic_id\n","    period = config.get('orbital_period', 13)\n","    t0 = 303  # You may need to adjust this value as per your requirements\n","\n","    # Search and download lightcurve data\n","    sector_data = lk.search_lightcurve(TIC)\n","    lc = sector_data.download()\n","\n","    # Plot original lightcurve\n","    lc.plot(color='blue', marker='.', lw=0)\n","\n","    # Bin the lightcurve data\n","    bin_time = 15 / 24 / 60\n","    lc_binned = lc.bin(bin_time)\n","    lc_binned.plot(color='gold', lw=0, marker='.')\n","\n","    # Fold the lightcurve\n","    lc_phased = lc.fold(period=period, epoch_time=t0)\n","\n","    # Plot phased lightcurve\n","    fig, ax = plt.subplots(figsize=(8, 4))\n","    lc_phased.plot(ax=ax, linewidth=0, marker='o', color='pink', markersize=1, alpha=0.8)\n","\n","    # Save the phased plot as 'phased.png' in the current directory\n","    plt.savefig('phased.png', format='png')\n","\n","    # Upload phased.png file to Supabase storage\n","    upload_to_supabase('phased.png', 'anomalies', str(anomaly_id), 'phased.png')\n","\n","    # Display the plot in Jupyter Notebook\n","    plt.show()\n"]},{"cell_type":"code","execution_count":null,"metadata":{},"outputs":[{"name":"stderr","output_type":"stream","text":["/Users/buyer/Desci/sailorsComponents/api/.venv/lib/python3.9/site-packages/lightkurve/search.py:424: LightkurveWarning: Warning: 9 files available to download. Only the first file has been downloaded. Please use `download_all()` or specify additional criteria (e.g. quarter, campaign, or sector) to limit your search.\n","  warnings.warn(\n"]},{"data":{"image/png":"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","text/plain":["<Figure 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","text/plain":["<Figure 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","text/plain":["<Figure 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","text/plain":["<Figure size 800x400 with 1 Axes>"]},"metadata":{},"output_type":"display_data"},{"name":"stderr","output_type":"stream","text":["/Users/buyer/Desci/sailorsComponents/api/.venv/lib/python3.9/site-packages/lightkurve/search.py:424: LightkurveWarning: Warning: 143 files available to download. Only the first file has been downloaded. Please use `download_all()` or specify additional criteria (e.g. quarter, campaign, or sector) to limit your search.\n","  warnings.warn(\n"]},{"data":{"image/png":"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","text/plain":["<Figure 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","text/plain":["<Figure 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","text/plain":["<Figure size 800x400 with 1 Axes>"]},"metadata":{},"output_type":"display_data"},{"name":"stderr","output_type":"stream","text":["/Users/buyer/Desci/sailorsComponents/api/.venv/lib/python3.9/site-packages/lightkurve/search.py:424: LightkurveWarning: Warning: 46 files available to download. Only the first file has been downloaded. Please use `download_all()` or specify additional criteria (e.g. quarter, campaign, or sector) to limit your search.\n","  warnings.warn(\n"]},{"data":{"image/png":"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","text/plain":["<Figure 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","text/plain":["<Figure size 640x480 with 1 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","text/plain":["<Figure size 800x400 with 1 Axes>"]},"metadata":{},"output_type":"display_data"},{"name":"stderr","output_type":"stream","text":["/Users/buyer/Desci/sailorsComponents/api/.venv/lib/python3.9/site-packages/lightkurve/search.py:424: LightkurveWarning: Warning: 65 files available to download. Only the first file has been downloaded. Please use `download_all()` or specify additional criteria (e.g. quarter, campaign, or sector) to limit your search.\n","  warnings.warn(\n"]},{"data":{"image/png":"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","text/plain":["<Figure size 640x480 with 1 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","text/plain":["<Figure 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","text/plain":["<Figure size 800x400 with 1 Axes>"]},"metadata":{},"output_type":"display_data"},{"name":"stderr","output_type":"stream","text":["/Users/buyer/Desci/sailorsComponents/api/.venv/lib/python3.9/site-packages/lightkurve/search.py:424: LightkurveWarning: Warning: 25 files available to download. Only the first file has been downloaded. Please use `download_all()` or specify additional criteria (e.g. quarter, campaign, or sector) to limit your search.\n","  warnings.warn(\n"]},{"data":{"image/png":"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","text/plain":["<Figure 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","text/plain":["<Figure 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","text/plain":["<Figure size 800x400 with 1 Axes>"]},"metadata":{},"output_type":"display_data"},{"name":"stderr","output_type":"stream","text":["/Users/buyer/Desci/sailorsComponents/api/.venv/lib/python3.9/site-packages/lightkurve/search.py:424: LightkurveWarning: Warning: 89 files available to download. Only the first file has been downloaded. Please use `download_all()` or specify additional criteria (e.g. quarter, campaign, or sector) to limit your search.\n","  warnings.warn(\n"]},{"data":{"image/png":"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","text/plain":["<Figure 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","text/plain":["<Figure 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","text/plain":["<Figure size 800x400 with 1 Axes>"]},"metadata":{},"output_type":"display_data"}],"source":["import lightkurve as lk\n","import matplotlib.pyplot as plt\n","from supabase import create_client, Client\n","\n","# Initialize Supabase client\n","supabase_url = 'https://hlufptwhzkpkkjztimzo.supabase.co'\n","supabase_key = 'eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJzdXBhYmFzZSIsInJlZiI6ImhsdWZwdHdoemtwa2tqenRpbXpvIiwicm9sZSI6ImFub24iLCJpYXQiOjE3MTYyOTk3NTUsImV4cCI6MjAzMTg3NTc1NX0.v_NDVWjIU_lJQSPbJ_Y6GkW3axrQWKXfXVsBEAbFv_I'\n","supabase: Client = create_client(supabase_url, supabase_key)\n","\n","# Fetch anomalies with anomalytype 'planet'\n","anomalies_list = supabase.table(\"anomalies\").select(\"id, configuration\").eq(\"anomalytype\", \"planet\").execute()\n","\n","# Define a function to upload image to Supabase storage\n","def upload_to_supabase(filepath, bucket_name, folder_name, file_name):\n","    with open(filepath, 'rb') as f:\n","        supabase.storage.from_(bucket_name).upload(f\"{folder_name}/{file_name}\", f.read(), file_options={\"content-type\": \"image/png\"})\n","\n","# Process each anomaly\n","for anomaly in anomalies_list.data:\n","    anomaly_id = anomaly['id']\n","    config = anomaly['configuration']\n","    tic_id = config['ticId']\n","\n","    # Define TIC and other parameters from the configuration\n","    TIC = tic_id\n","    period = config.get('orbital_period', 13)\n","    t0 = 303  # You may need to adjust this value as per your requirements\n","\n","    # Search and download lightcurve data\n","    sector_data = lk.search_lightcurve(TIC)\n","    lc = sector_data.download()\n","\n","    # Plot original lightcurve and save as 'base.png'\n","    fig, ax = plt.subplots()\n","    lc.plot(ax=ax, color='blue', marker='.', lw=0)\n","    plt.savefig('base.png', format='png')\n","    upload_to_supabase('base.png', 'anomalies', str(anomaly_id), 'base.png')\n","    plt.show()\n","\n","    # Bin the lightcurve data and save as 'binned.png'\n","    bin_time = 15 / 24 / 60\n","    lc_binned = lc.bin(bin_time)\n","    fig, ax = plt.subplots()\n","    lc_binned.plot(ax=ax, color='gold', lw=0, marker='.')\n","    plt.savefig('binned.png', format='png')\n","    upload_to_supabase('binned.png', 'anomalies', str(anomaly_id), 'binned.png')\n","    plt.show()\n","\n","    # Fold the lightcurve and save as 'phased.png'\n","    lc_phased = lc.fold(period=period, epoch_time=t0)\n","    fig, ax = plt.subplots(figsize=(8, 4))\n","    lc_phased.plot(ax=ax, linewidth=0, marker='o', color='pink', markersize=1, alpha=0.8)\n","    plt.savefig('phased.png', format='png')\n","    upload_to_supabase('phased.png', 'anomalies', str(anomaly_id), 'phased.png')\n","    plt.show()\n"]}],"metadata":{"deepnote":{},"deepnote_execution_queue":[],"deepnote_notebook_id":"3c7a3d159d33438fae3b08ca3e5aa88e","kernelspec":{"display_name":".venv","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":"3.12.4"},"orig_nbformat":2},"nbformat":4,"nbformat_minor":0}
diff --git a/image-search/README.md b/image-search/README.md
deleted file mode 100644
index e69de29b..00000000
diff --git a/image-search/image_search/main.py b/image-search/image_search/main.py
deleted file mode 100644
index 2226b6e4..00000000
--- a/image-search/image_search/main.py
+++ /dev/null
@@ -1,75 +0,0 @@
-from PIL import Image
-from sentence_transformers import SentenceTransformer
-import vecs
-from matplotlib import pyplot as plt
-from matplotlib import image as mpimg
-
-DB_CONNECTION = "postgresql://postgres.hlufptwhzkpkkjztimzo:bASRr8KHbwFhvuqN@aws-0-ap-southeast-2.pooler.supabase.com:6543/postgres"
-
-def seed():
-    # create vector store client
-    vx = vecs.create_client(DB_CONNECTION)
-
-    # create a collection of vectors with 3 dimensions
-    images = vx.get_or_create_collection(name="image_vectors", dimension=512)
-
-    # Load CLIP model
-    model = SentenceTransformer('clip-ViT-B-32')
-
-    # Encode an image:
-    img_emb1 = model.encode(Image.open('./images/84238508_01.png'))
-    img_emb2 = model.encode(Image.open('./images/84238508_02.png'))
-    img_emb3 = model.encode(Image.open('./images/84238508_03.png'))
-    img_emb4 = model.encode(Image.open('./images/84238508_04.png'))
-
-    # add records to the *images* collection
-    images.upsert(
-        records=[
-            (
-                "cloud-one.png",        # the vector's identifier
-                img_emb1,          # the vector. list or np.array
-                {"type": "png"}   # associated  metadata
-            ), (
-                "cloud-two.png",
-                img_emb2,
-                {"type": "png"}
-            ), (
-                "cloud-three.png",
-                img_emb3,
-                {"type": "png"}
-            ), (
-                "cloud-four.png",
-                img_emb4,
-                {"type": "png"}
-            )
-        ]
-    )
-    print("Inserted images")
-
-    # index the collection for fast search performance
-    images.create_index()
-    print("Created index")
-
-def search():
-    # create vector store client
-    vx = vecs.create_client(DB_CONNECTION)
-    images = vx.get_or_create_collection(name="image_vectors", dimension=512)
-
-    # Load CLIP model
-    model = SentenceTransformer('clip-ViT-B-32')
-    # Encode text query
-    query_string = "a white explosion" # because this is what the cloud data looks like :P
-    text_emb = model.encode(query_string)
-
-    # query the collection filtering metadata for "type" = "jpg"
-    results = images.query(
-        data=text_emb,                      # required
-        limit=1,                            # number of records to return
-        filters={"type": {"$eq": "jpg"}},   # metadata filters
-    )
-    result = results[0]
-    print(result)
-    plt.title(result)
-    image = mpimg.imread('./images/' + result)
-    plt.imshow(image)
-    plt.show()
\ No newline at end of file
diff --git a/image-search/images/84238508_01.png b/image-search/images/84238508_01.png
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diff --git a/image-search/images/84238508_02.png b/image-search/images/84238508_02.png
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diff --git a/image-search/images/84238508_03.png b/image-search/images/84238508_03.png
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-]
-
-[[package]]
-name = "zipp"
-version = "3.19.2"
-description = "Backport of pathlib-compatible object wrapper for zip files"
-optional = false
-python-versions = ">=3.8"
-files = [
-    {file = "zipp-3.19.2-py3-none-any.whl", hash = "sha256:f091755f667055f2d02b32c53771a7a6c8b47e1fdbc4b72a8b9072b3eef8015c"},
-    {file = "zipp-3.19.2.tar.gz", hash = "sha256:bf1dcf6450f873a13e952a29504887c89e6de7506209e5b1bcc3460135d4de19"},
-]
-
-[package.extras]
-doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
-
-[metadata]
-lock-version = "2.0"
-python-versions = "^3.9"
-content-hash = "6227ba7189596ddbf3307eb72dbd0fadcbe8fbd1c40f0d3924d3c3a689ae1145"
diff --git a/image-search/pyproject.toml b/image-search/pyproject.toml
deleted file mode 100644
index ac094786..00000000
--- a/image-search/pyproject.toml
+++ /dev/null
@@ -1,21 +0,0 @@
-[tool.poetry]
-name = "image-search"
-version = "0.1.0"
-description = ""
-authors = ["Liam Arbuckle <liam@skinetics.tech>"]
-readme = "README.md"
-
-[tool.poetry.dependencies]
-python = "^3.9"
-vecs = "^0.4.3"
-sentence-transformers = "^3.0.1"
-matplotlib = "^3.9.0"
-
-
-[build-system]
-requires = ["poetry-core"]
-build-backend = "poetry.core.masonry.api"
-
-[tool.poetry.scripts]
-seed = "image_search.main:seed"
-search = "image_search.main:search"
\ No newline at end of file
diff --git a/image-search/tests/__init__.py b/image-search/tests/__init__.py
deleted file mode 100644
index e69de29b..00000000
diff --git a/requirements.txt b/requirements.txt
index 3b29ae75..f809748e 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,2 +1,4 @@
 Flask==2.3.0
-python-dotenv
\ No newline at end of file
+python-dotenv
+supabase
+flask-cors
\ No newline at end of file
diff --git a/snippets/base/graphsForBaseSet.py b/snippets/base/graphsForBaseSet.py
deleted file mode 100644
index c45a7071..00000000
--- a/snippets/base/graphsForBaseSet.py
+++ /dev/null
@@ -1,107 +0,0 @@
-import os
-import shutil
-import lightkurve as lk
-import matplotlib.pyplot as plt
-from supabase import create_client, Client
-
-# Initialize Supabase client
-supabase_url = 'https://hlufptwhzkpkkjztimzo.supabase.co'
-supabase_key = 'eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJzdXBhYmFzZSIsInJlZiI6ImhsdWZwdHdoemtwa2tqenRpbXpvIiwicm9sZSI6ImFub24iLCJpYXQiOjE3MTYyOTk3NTUsImV4cCI6MjAzMTg3NTc1NX0.v_NDVWjIU_lJQSPbJ_Y6GkW3axrQWKXfXVsBEAbFv_I'
-supabase: Client = create_client(supabase_url, supabase_key)
-
-# Define the local folder path to save files
-local_folder = './graphs'
-
-# Function to upload images to Supabase storage
-def upload_to_supabase(filepath, bucket_name, folder_name, file_name):
-    # Check if the file already exists in the bucket
-    existing_files = supabase.storage.from_(bucket_name).list(folder_name)
-    if file_name in [file['name'] for file in existing_files]:
-        print(f"Skipping upload for {file_name} as it already exists.")
-        return
-    
-    with open(filepath, 'rb') as f:
-        supabase.storage.from_(bucket_name).upload(f"{folder_name}/{file_name}", f.read(), file_options={"content-type": "image/png"})
-
-# Function to generate light curves and save plots
-def generate_lightcurves(tic_id, output_dir):
-    # Search for lightcurve data
-    sector_data = lk.search_lightcurve(tic_id, author='SPOC')
-    select_sector = sector_data[0:4]
-    lc_collection = select_sector.download_all()
-
-    # Plot individual light curves
-    fig1, ax1 = plt.subplots()
-    lc = select_sector.download_all()
-    lc.plot(ax=ax1, linewidth=0, marker='.', markersize=1, color='midnightblue', alpha=0.3)
-    fig1.savefig(os.path.join(output_dir, 'individual_light_curves.png'))
-    plt.close(fig1)
-
-    # Stitch the light curves
-    lc_collection_stitched = lc_collection.stitch()
-    fig2, ax2 = plt.subplots()
-    lc_collection_stitched.plot(ax=ax2, linewidth=0, marker='.', markersize=1, color='midnightblue', alpha=0.3)
-    fig2.savefig(os.path.join(output_dir, 'stitched_light_curves.png'))
-    plt.close(fig2)
-
-    # Bin the light curves with a larger bin time
-    bin_time = 15 / 24 / 60  # 15-minute binning
-    lc_collection_binned = lc_collection_stitched.bin(bin_time)
-    fig3, ax3 = plt.subplots()
-    lc_collection_binned.plot(ax=ax3, linewidth=0, marker='o', markersize=4, color='red', alpha=0.7)
-    fig3.savefig(os.path.join(output_dir, 'binned_light_curves.png'))
-    plt.close(fig3)
-
-    # Plot stitched and binned light curves together
-    fig4, ax4 = plt.subplots(figsize=(10, 5))
-    lc_collection_stitched.plot(ax=ax4, linewidth=0, marker='.', markersize=1, color='midnightblue', alpha=0.3, label='Unbinned')
-    lc_collection_binned.plot(ax=ax4, linewidth=0, marker='o', markersize=4, color='red', alpha=0.7, label='Binned')
-    ax4.legend()
-    fig4.savefig(os.path.join(output_dir, 'stitched_and_binned_light_curves.png'))
-    plt.close(fig4)
-
-    # Zoom in on a specific time range to highlight transits
-    fig5, ax5 = plt.subplots(figsize=(10, 5))
-    lc_collection_stitched.plot(ax=ax5, linewidth=0, marker='.', markersize=1, color='midnightblue', alpha=0.3, label='Unbinned')
-    lc_collection_binned.plot(ax=ax5, linewidth=0, marker='o', markersize=4, color='red', alpha=0.7, label='Binned')
-    ax5.set_xlim(lc_collection_stitched.time.min().value, lc_collection_stitched.time.min().value + 5)  # Adjust zoom range here
-    ax5.legend()
-    fig5.savefig(os.path.join(output_dir, 'zoomed_light_curves.png'))
-    plt.close(fig5)
-
-    # Apply a smoothing filter to the light curve
-    smoothed_lc = lc_collection_stitched.flatten(window_length=301)
-    fig6, ax6 = plt.subplots(figsize=(10, 5))
-    smoothed_lc.plot(ax=ax6, linewidth=0, marker='.', markersize=1, color='midnightblue', alpha=0.3, label='Smoothed')
-    fig6.savefig(os.path.join(output_dir, 'smoothed_light_curves.png'))
-    plt.close(fig6)
-
-# Function to process each TIC ID, generate graphs, and upload to Supabase
-def process_and_upload(tic_id, anomaly_id):
-    output_dir = os.path.join(local_folder, str(anomaly_id))
-    if not os.path.exists(output_dir):
-        os.makedirs(output_dir)
-
-    generate_lightcurves(tic_id, output_dir)
-
-    for filename in os.listdir(output_dir):
-        file_path = os.path.join(output_dir, filename)
-        if os.path.isfile(file_path):
-            upload_to_supabase(file_path, 'anomalies', str(anomaly_id), filename)
-
-    print(f"Processed TIC ID {tic_id}, Anomaly ID: {anomaly_id}")
-
-# Main function
-def main():
-    tic_ids = ['KIC 8692861', 'KIC 8120608', 'KIC 4138008', 'KIC 10593636', 'EPIC 246199087', 'TIC 150428135']
-    anomaly_ids = [1, 2, 3, 4, 5, 6]
-
-    if os.path.exists(local_folder):
-        shutil.rmtree(local_folder)
-    os.makedirs(local_folder)
-
-    for tic_id, anomaly_id in zip(tic_ids, anomaly_ids):
-        process_and_upload(tic_id, anomaly_id)
-
-if __name__ == "__main__":
-    main()
diff --git a/snippets/betterPhaseFolding.ipynb b/snippets/betterPhaseFolding.ipynb
deleted file mode 100644
index 2b704f4e..00000000
--- a/snippets/betterPhaseFolding.ipynb
+++ /dev/null
@@ -1,220 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": 4,
-   "metadata": {},
-   "outputs": [
-    {
-     "ename": "AttributeError",
-     "evalue": "module 'numpy' has no attribute 'msort'",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mAttributeError\u001b[0m                            Traceback (most recent call last)",
-      "Cell \u001b[0;32mIn[4], line 3\u001b[0m\n\u001b[1;32m      1\u001b[0m get_ipython()\u001b[38;5;241m.\u001b[39mrun_line_magic(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mmatplotlib\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mnotebook\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[1;32m      2\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mmatplotlib\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mpyplot\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mplt\u001b[39;00m\n\u001b[0;32m----> 3\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mlightkurve\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mlk\u001b[39;00m\n",
-      "File \u001b[0;32m~/Navigation/sytizen/.venv/lib/python3.12/site-packages/lightkurve/__init__.py:109\u001b[0m\n\u001b[1;32m    107\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mlightcurve\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;241m*\u001b[39m\n\u001b[1;32m    108\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mlightcurvefile\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;241m*\u001b[39m\n\u001b[0;32m--> 109\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mcorrectors\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;241m*\u001b[39m\n\u001b[1;32m    110\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mtargetpixelfile\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;241m*\u001b[39m\n\u001b[1;32m    111\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mutils\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;241m*\u001b[39m\n",
-      "File \u001b[0;32m~/Navigation/sytizen/.venv/lib/python3.12/site-packages/lightkurve/correctors/__init__.py:19\u001b[0m\n\u001b[1;32m     17\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mpldcorrector\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;241m*\u001b[39m\n\u001b[1;32m     18\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01msffcorrector\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;241m*\u001b[39m\n\u001b[0;32m---> 19\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mcbvcorrector\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;241m*\u001b[39m\n\u001b[1;32m     20\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mregressioncorrector\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;241m*\u001b[39m\n",
-      "File \u001b[0;32m~/Navigation/sytizen/.venv/lib/python3.12/site-packages/lightkurve/correctors/cbvcorrector.py:30\u001b[0m\n\u001b[1;32m     28\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mlightcurve\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m LightCurve\n\u001b[1;32m     29\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mutils\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m channel_to_module_output, validate_method, LightkurveDeprecationWarning\n\u001b[0;32m---> 30\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01msearch\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m search_lightcurve\n\u001b[1;32m     31\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mregressioncorrector\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m RegressionCorrector\n\u001b[1;32m     32\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mcollections\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m LightCurveCollection\n",
-      "File \u001b[0;32m~/Navigation/sytizen/.venv/lib/python3.12/site-packages/lightkurve/search.py:21\u001b[0m\n\u001b[1;32m     18\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mrequests\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m HTTPError\n\u001b[1;32m     20\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m PACKAGEDIR, conf, config\n\u001b[0;32m---> 21\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mcollections\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m LightCurveCollection, TargetPixelFileCollection\n\u001b[1;32m     22\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mio\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m read\n\u001b[1;32m     23\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mtargetpixelfile\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m TargetPixelFile\n",
-      "File \u001b[0;32m~/Navigation/sytizen/.venv/lib/python3.12/site-packages/lightkurve/collections.py:12\u001b[0m\n\u001b[1;32m      9\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mastropy\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mutils\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mdecorators\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m deprecated\n\u001b[1;32m     11\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m MPLSTYLE\n\u001b[0;32m---> 12\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mtargetpixelfile\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m TargetPixelFile\n\u001b[1;32m     13\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mutils\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m LightkurveWarning, LightkurveDeprecationWarning\n\u001b[1;32m     16\u001b[0m __all__ \u001b[38;5;241m=\u001b[39m [\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mLightCurveCollection\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mTargetPixelFileCollection\u001b[39m\u001b[38;5;124m\"\u001b[39m]\n",
-      "File \u001b[0;32m~/Navigation/sytizen/.venv/lib/python3.12/site-packages/lightkurve/targetpixelfile.py:36\u001b[0m\n\u001b[1;32m     34\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m PACKAGEDIR, MPLSTYLE\n\u001b[1;32m     35\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mlightcurve\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m LightCurve, KeplerLightCurve, TessLightCurve\n\u001b[0;32m---> 36\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mprf\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m KeplerPRF\n\u001b[1;32m     37\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mutils\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m (\n\u001b[1;32m     38\u001b[0m     KeplerQualityFlags,\n\u001b[1;32m     39\u001b[0m     TessQualityFlags,\n\u001b[0;32m   (...)\u001b[0m\n\u001b[1;32m     46\u001b[0m     finalize_notebook_url\n\u001b[1;32m     47\u001b[0m )\n\u001b[1;32m     48\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mio\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m detect_filetype\n",
-      "File \u001b[0;32m~/Navigation/sytizen/.venv/lib/python3.12/site-packages/lightkurve/prf/__init__.py:2\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mprfmodel\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;241m*\u001b[39m\n\u001b[0;32m----> 2\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mtpfmodel\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;241m*\u001b[39m\n",
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-      "File \u001b[0;32m~/Navigation/sytizen/.venv/lib/python3.12/site-packages/autograd/__init__.py:2\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m__future__\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m absolute_import\n\u001b[0;32m----> 2\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mdifferential_operators\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m (\n\u001b[1;32m      3\u001b[0m     make_vjp, grad, multigrad_dict, elementwise_grad, value_and_grad,\n\u001b[1;32m      4\u001b[0m     grad_and_aux, hessian_tensor_product, hessian_vector_product, hessian,\n\u001b[1;32m      5\u001b[0m     jacobian, tensor_jacobian_product, vector_jacobian_product, grad_named,\n\u001b[1;32m      6\u001b[0m     checkpoint, make_hvp, make_jvp, make_ggnvp, deriv, holomorphic_grad)\n\u001b[1;32m      7\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mbuiltins\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m, \u001b[38;5;28mtype\u001b[39m, \u001b[38;5;28mtuple\u001b[39m, \u001b[38;5;28mlist\u001b[39m, \u001b[38;5;28mdict\u001b[39m\n\u001b[1;32m      8\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mautograd\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mcore\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m primitive_with_deprecation_warnings \u001b[38;5;28;01mas\u001b[39;00m primitive\n",
-      "File \u001b[0;32m~/Navigation/sytizen/.venv/lib/python3.12/site-packages/autograd/differential_operators.py:16\u001b[0m\n\u001b[1;32m     13\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mcore\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m make_vjp \u001b[38;5;28;01mas\u001b[39;00m _make_vjp, make_jvp \u001b[38;5;28;01mas\u001b[39;00m _make_jvp\n\u001b[1;32m     14\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mextend\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m primitive, defvjp_argnum, vspace\n\u001b[0;32m---> 16\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mautograd\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mnumpy\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mnp\u001b[39;00m\n\u001b[1;32m     18\u001b[0m make_vjp \u001b[38;5;241m=\u001b[39m unary_to_nary(_make_vjp)\n\u001b[1;32m     19\u001b[0m make_jvp \u001b[38;5;241m=\u001b[39m unary_to_nary(_make_jvp)\n",
-      "File \u001b[0;32m~/Navigation/sytizen/.venv/lib/python3.12/site-packages/autograd/numpy/__init__.py:5\u001b[0m\n\u001b[1;32m      3\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m numpy_boxes\n\u001b[1;32m      4\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m numpy_vspaces\n\u001b[0;32m----> 5\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m numpy_vjps\n\u001b[1;32m      6\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m numpy_jvps\n\u001b[1;32m      7\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m linalg\n",
-      "File \u001b[0;32m~/Navigation/sytizen/.venv/lib/python3.12/site-packages/autograd/numpy/numpy_vjps.py:563\u001b[0m\n\u001b[1;32m    561\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;01mlambda\u001b[39;00m g: unpermuter(g, sort_perm)\n\u001b[1;32m    562\u001b[0m defvjp(anp\u001b[38;5;241m.\u001b[39msort, grad_sort)\n\u001b[0;32m--> 563\u001b[0m defvjp(\u001b[43manp\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmsort\u001b[49m, grad_sort)  \u001b[38;5;66;03m# Until multi-D is allowed, these are the same.\u001b[39;00m\n\u001b[1;32m    565\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mgrad_partition\u001b[39m(ans, x, kth, axis\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m-\u001b[39m\u001b[38;5;241m1\u001b[39m, kind\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mintroselect\u001b[39m\u001b[38;5;124m'\u001b[39m, order\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m):\n\u001b[1;32m    566\u001b[0m     \u001b[38;5;66;03m#TODO: Cast input with np.asanyarray()\u001b[39;00m\n\u001b[1;32m    567\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mlen\u001b[39m(x\u001b[38;5;241m.\u001b[39mshape) \u001b[38;5;241m>\u001b[39m \u001b[38;5;241m1\u001b[39m:\n",
-      "File \u001b[0;32m~/Navigation/sytizen/.venv/lib/python3.12/site-packages/autograd/tracer.py:48\u001b[0m, in \u001b[0;36mprimitive.<locals>.f_wrapped\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m     46\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m new_box(ans, trace, node)\n\u001b[1;32m     47\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m---> 48\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mf_raw\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43margs\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n",
-      "File \u001b[0;32m~/Navigation/sytizen/.venv/lib/python3.12/site-packages/numpy/__init__.py:410\u001b[0m, in \u001b[0;36m__getattr__\u001b[0;34m(attr)\u001b[0m\n\u001b[1;32m    407\u001b[0m     \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mnumpy\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mchar\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mchar\u001b[39;00m\n\u001b[1;32m    408\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m char\u001b[38;5;241m.\u001b[39mchararray\n\u001b[0;32m--> 410\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mAttributeError\u001b[39;00m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmodule \u001b[39m\u001b[38;5;132;01m{!r}\u001b[39;00m\u001b[38;5;124m has no attribute \u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m    411\u001b[0m                      \u001b[38;5;124m\"\u001b[39m\u001b[38;5;132;01m{!r}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;241m.\u001b[39mformat(\u001b[38;5;18m__name__\u001b[39m, attr))\n",
-      "\u001b[0;31mAttributeError\u001b[0m: module 'numpy' has no attribute 'msort'"
-     ]
-    }
-   ],
-   "source": [
-    "%matplotlib notebook\n",
-    "import matplotlib.pyplot as plt\n",
-    "import lightkurve as lk"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [
-    {
-     "ename": "AttributeError",
-     "evalue": "module 'numpy' has no attribute 'msort'",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mAttributeError\u001b[0m                            Traceback (most recent call last)",
-      "Cell \u001b[0;32mIn[3], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mlightkurve\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mlk\u001b[39;00m\n",
-      "File \u001b[0;32m~/Navigation/sytizen/.venv/lib/python3.12/site-packages/lightkurve/__init__.py:109\u001b[0m\n\u001b[1;32m    107\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mlightcurve\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;241m*\u001b[39m\n\u001b[1;32m    108\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mlightcurvefile\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;241m*\u001b[39m\n\u001b[0;32m--> 109\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mcorrectors\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;241m*\u001b[39m\n\u001b[1;32m    110\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mtargetpixelfile\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;241m*\u001b[39m\n\u001b[1;32m    111\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mutils\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;241m*\u001b[39m\n",
-      "File \u001b[0;32m~/Navigation/sytizen/.venv/lib/python3.12/site-packages/lightkurve/correctors/__init__.py:19\u001b[0m\n\u001b[1;32m     17\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mpldcorrector\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;241m*\u001b[39m\n\u001b[1;32m     18\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01msffcorrector\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;241m*\u001b[39m\n\u001b[0;32m---> 19\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mcbvcorrector\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;241m*\u001b[39m\n\u001b[1;32m     20\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mregressioncorrector\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;241m*\u001b[39m\n",
-      "File \u001b[0;32m~/Navigation/sytizen/.venv/lib/python3.12/site-packages/lightkurve/correctors/cbvcorrector.py:30\u001b[0m\n\u001b[1;32m     28\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mlightcurve\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m LightCurve\n\u001b[1;32m     29\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mutils\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m channel_to_module_output, validate_method, LightkurveDeprecationWarning\n\u001b[0;32m---> 30\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01msearch\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m search_lightcurve\n\u001b[1;32m     31\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mregressioncorrector\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m RegressionCorrector\n\u001b[1;32m     32\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mcollections\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m LightCurveCollection\n",
-      "File \u001b[0;32m~/Navigation/sytizen/.venv/lib/python3.12/site-packages/lightkurve/search.py:21\u001b[0m\n\u001b[1;32m     18\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mrequests\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m HTTPError\n\u001b[1;32m     20\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m PACKAGEDIR, conf, config\n\u001b[0;32m---> 21\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mcollections\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m LightCurveCollection, TargetPixelFileCollection\n\u001b[1;32m     22\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mio\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m read\n\u001b[1;32m     23\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mtargetpixelfile\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m TargetPixelFile\n",
-      "File \u001b[0;32m~/Navigation/sytizen/.venv/lib/python3.12/site-packages/lightkurve/collections.py:12\u001b[0m\n\u001b[1;32m      9\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mastropy\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mutils\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mdecorators\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m deprecated\n\u001b[1;32m     11\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m MPLSTYLE\n\u001b[0;32m---> 12\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mtargetpixelfile\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m TargetPixelFile\n\u001b[1;32m     13\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mutils\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m LightkurveWarning, LightkurveDeprecationWarning\n\u001b[1;32m     16\u001b[0m __all__ \u001b[38;5;241m=\u001b[39m [\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mLightCurveCollection\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mTargetPixelFileCollection\u001b[39m\u001b[38;5;124m\"\u001b[39m]\n",
-      "File \u001b[0;32m~/Navigation/sytizen/.venv/lib/python3.12/site-packages/lightkurve/targetpixelfile.py:36\u001b[0m\n\u001b[1;32m     34\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m PACKAGEDIR, MPLSTYLE\n\u001b[1;32m     35\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mlightcurve\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m LightCurve, KeplerLightCurve, TessLightCurve\n\u001b[0;32m---> 36\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mprf\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m KeplerPRF\n\u001b[1;32m     37\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mutils\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m (\n\u001b[1;32m     38\u001b[0m     KeplerQualityFlags,\n\u001b[1;32m     39\u001b[0m     TessQualityFlags,\n\u001b[0;32m   (...)\u001b[0m\n\u001b[1;32m     46\u001b[0m     finalize_notebook_url\n\u001b[1;32m     47\u001b[0m )\n\u001b[1;32m     48\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mio\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m detect_filetype\n",
-      "File \u001b[0;32m~/Navigation/sytizen/.venv/lib/python3.12/site-packages/lightkurve/prf/__init__.py:2\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mprfmodel\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;241m*\u001b[39m\n\u001b[0;32m----> 2\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mtpfmodel\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;241m*\u001b[39m\n",
-      "File \u001b[0;32m~/Navigation/sytizen/.venv/lib/python3.12/site-packages/lightkurve/prf/tpfmodel.py:48\u001b[0m\n\u001b[1;32m     45\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mtqdm\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m tqdm\n\u001b[1;32m     46\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mwarnings\u001b[39;00m\n\u001b[0;32m---> 48\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01moktopus\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m Prior, GaussianPrior, UniformPrior, PoissonPosterior\n\u001b[1;32m     50\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mprfmodel\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m KeplerPRF\n\u001b[1;32m     51\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mutils\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m plot_image\n",
-      "File \u001b[0;32m~/Navigation/sytizen/.venv/lib/python3.12/site-packages/oktopus/__init__.py:3\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mos\u001b[39;00m\n\u001b[1;32m      2\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mversion\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m __version__\n\u001b[0;32m----> 3\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mloss\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;241m*\u001b[39m\n\u001b[1;32m      4\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mprior\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;241m*\u001b[39m\n\u001b[1;32m      5\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mlikelihood\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;241m*\u001b[39m\n",
-      "File \u001b[0;32m~/Navigation/sytizen/.venv/lib/python3.12/site-packages/oktopus/loss.py:2\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mabc\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m abstractmethod\n\u001b[0;32m----> 2\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mautograd\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mnumpy\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mnp\u001b[39;00m\n\u001b[1;32m      3\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mautograd\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m jacobian\n\u001b[1;32m      4\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mscipy\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01moptimize\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m minimize, differential_evolution, basinhopping\n",
-      "File \u001b[0;32m~/Navigation/sytizen/.venv/lib/python3.12/site-packages/autograd/__init__.py:2\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m__future__\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m absolute_import\n\u001b[0;32m----> 2\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mdifferential_operators\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m (\n\u001b[1;32m      3\u001b[0m     make_vjp, grad, multigrad_dict, elementwise_grad, value_and_grad,\n\u001b[1;32m      4\u001b[0m     grad_and_aux, hessian_tensor_product, hessian_vector_product, hessian,\n\u001b[1;32m      5\u001b[0m     jacobian, tensor_jacobian_product, vector_jacobian_product, grad_named,\n\u001b[1;32m      6\u001b[0m     checkpoint, make_hvp, make_jvp, make_ggnvp, deriv, holomorphic_grad)\n\u001b[1;32m      7\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mbuiltins\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m, \u001b[38;5;28mtype\u001b[39m, \u001b[38;5;28mtuple\u001b[39m, \u001b[38;5;28mlist\u001b[39m, \u001b[38;5;28mdict\u001b[39m\n\u001b[1;32m      8\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mautograd\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mcore\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m primitive_with_deprecation_warnings \u001b[38;5;28;01mas\u001b[39;00m primitive\n",
-      "File \u001b[0;32m~/Navigation/sytizen/.venv/lib/python3.12/site-packages/autograd/differential_operators.py:16\u001b[0m\n\u001b[1;32m     13\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mcore\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m make_vjp \u001b[38;5;28;01mas\u001b[39;00m _make_vjp, make_jvp \u001b[38;5;28;01mas\u001b[39;00m _make_jvp\n\u001b[1;32m     14\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mextend\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m primitive, defvjp_argnum, vspace\n\u001b[0;32m---> 16\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mautograd\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mnumpy\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mnp\u001b[39;00m\n\u001b[1;32m     18\u001b[0m make_vjp \u001b[38;5;241m=\u001b[39m unary_to_nary(_make_vjp)\n\u001b[1;32m     19\u001b[0m make_jvp \u001b[38;5;241m=\u001b[39m unary_to_nary(_make_jvp)\n",
-      "File \u001b[0;32m~/Navigation/sytizen/.venv/lib/python3.12/site-packages/autograd/numpy/__init__.py:5\u001b[0m\n\u001b[1;32m      3\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m numpy_boxes\n\u001b[1;32m      4\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m numpy_vspaces\n\u001b[0;32m----> 5\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m numpy_vjps\n\u001b[1;32m      6\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m numpy_jvps\n\u001b[1;32m      7\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m linalg\n",
-      "File \u001b[0;32m~/Navigation/sytizen/.venv/lib/python3.12/site-packages/autograd/numpy/numpy_vjps.py:563\u001b[0m\n\u001b[1;32m    561\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;01mlambda\u001b[39;00m g: unpermuter(g, sort_perm)\n\u001b[1;32m    562\u001b[0m defvjp(anp\u001b[38;5;241m.\u001b[39msort, grad_sort)\n\u001b[0;32m--> 563\u001b[0m defvjp(\u001b[43manp\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmsort\u001b[49m, grad_sort)  \u001b[38;5;66;03m# Until multi-D is allowed, these are the same.\u001b[39;00m\n\u001b[1;32m    565\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mgrad_partition\u001b[39m(ans, x, kth, axis\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m-\u001b[39m\u001b[38;5;241m1\u001b[39m, kind\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mintroselect\u001b[39m\u001b[38;5;124m'\u001b[39m, order\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m):\n\u001b[1;32m    566\u001b[0m     \u001b[38;5;66;03m#TODO: Cast input with np.asanyarray()\u001b[39;00m\n\u001b[1;32m    567\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mlen\u001b[39m(x\u001b[38;5;241m.\u001b[39mshape) \u001b[38;5;241m>\u001b[39m \u001b[38;5;241m1\u001b[39m:\n",
-      "File \u001b[0;32m~/Navigation/sytizen/.venv/lib/python3.12/site-packages/autograd/tracer.py:48\u001b[0m, in \u001b[0;36mprimitive.<locals>.f_wrapped\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m     46\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m new_box(ans, trace, node)\n\u001b[1;32m     47\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m---> 48\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mf_raw\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43margs\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n",
-      "File \u001b[0;32m~/Navigation/sytizen/.venv/lib/python3.12/site-packages/numpy/__init__.py:410\u001b[0m, in \u001b[0;36m__getattr__\u001b[0;34m(attr)\u001b[0m\n\u001b[1;32m    407\u001b[0m     \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mnumpy\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mchar\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mchar\u001b[39;00m\n\u001b[1;32m    408\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m char\u001b[38;5;241m.\u001b[39mchararray\n\u001b[0;32m--> 410\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mAttributeError\u001b[39;00m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmodule \u001b[39m\u001b[38;5;132;01m{!r}\u001b[39;00m\u001b[38;5;124m has no attribute \u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m    411\u001b[0m                      \u001b[38;5;124m\"\u001b[39m\u001b[38;5;132;01m{!r}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;241m.\u001b[39mformat(\u001b[38;5;18m__name__\u001b[39m, attr))\n",
-      "\u001b[0;31mAttributeError\u001b[0m: module 'numpy' has no attribute 'msort'"
-     ]
-    }
-   ],
-   "source": [
-    "import lightkurve as lk"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [
-    {
-     "ename": "NameError",
-     "evalue": "name 'lk' is not defined",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mNameError\u001b[0m                                 Traceback (most recent call last)",
-      "Cell \u001b[0;32mIn[2], line 2\u001b[0m\n\u001b[1;32m      1\u001b[0m TIC \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mkic 8692861\u001b[39m\u001b[38;5;124m'\u001b[39m\n\u001b[0;32m----> 2\u001b[0m sector_data \u001b[38;5;241m=\u001b[39m \u001b[43mlk\u001b[49m\u001b[38;5;241m.\u001b[39msearch_lightcurve(TIC, author \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mSPOC\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[1;32m      3\u001b[0m sector_data\n",
-      "\u001b[0;31mNameError\u001b[0m: name 'lk' is not defined"
-     ]
-    }
-   ],
-   "source": [
-    "TIC = 'kic 8692861'\n",
-    "sector_data = lk.search_lightcurve(TIC, author = 'SPOC')\n",
-    "sector_data"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "%matplotlib inline\n",
-    "select_sector = sector_data[0:4]\n",
-    "select_sector"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "lc_collection = select_sector.download_all()\n",
-    "lc_collection"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "%matplotlib inline\n",
-    "lc = select_sector.download_all()\n",
-    "lc.plot(linewidth = 0, marker = '.', color = 'midnightblue', alpha = 0.5)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "lc_collection_stitched = lc_collection.stitch()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "lc_collection_stitched.plot(linewidth = 0, marker = '.', color = 'midnightblue', alpha = 0.5)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "bin_time = 15/24/60\n",
-    "lc_collection_binned = lc_collection_stitched.bin(bin_time)\n",
-    "lc_collection_binned.plot(linewidth = 0, marker = '.', color = 'midnightblue', alpha = 0.5)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "fig, ax = plt.subplots(figsize = (10, 5)) # Figure & axis\n",
-    "lc_collection_stitched.plot(ax = ax, linewidth = 0, marker = '.', color = 'midnightblue', alpha = 0.5)\n",
-    "lc_collection_binned.plot(ax = ax, linewidth = 0, marker = 'o', color = 'red', alpha = 0.5)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import lightkurve as lk\n",
-    "import numpy as np\n",
-    "\n",
-    "TIC = 'kic 8692861'\n",
-    "lc_collection = lk.search_lightcurve(TIC, author='SPOC').download_all()\n",
-    "\n",
-    "# Preprocess the data\n",
-    "lc = lc_collection.stitch().remove_nans().normalize()\n",
-    "lc = lc.flatten(window_length=301)  # Flattening can help to remove long-term trends\n",
-    "\n",
-    "# Optimize bin size\n",
-    "binned_lc = lc.bin(time_bin_size=0.01)\n",
-    "\n",
-    "# Plot the light curve\n",
-    "%matplotlib inline\n",
-    "binned_lc.plot(linewidth=0, marker='.', color='midnightblue', alpha=0.5)\n"
-   ]
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": ".venv",
-   "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": "3.12.4"
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 2
-}
diff --git a/snippets/clouds/assignClouds.py b/snippets/clouds/assignClouds.py
deleted file mode 100644
index 0c9af943..00000000
--- a/snippets/clouds/assignClouds.py
+++ /dev/null
@@ -1,113 +0,0 @@
-import os
-import random
-import time
-from supabase import create_client, Client
-
-# Set up Supabase client
-supabase_url = 'https://hlufptwhzkpkkjztimzo.supabase.co'
-supabase_key = 'eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJzdXBhYmFzZSIsInJlZiI6ImhsdWZwdHdoemtwa2tqenRpbXpvIiwicm9sZSI6ImFub24iLCJpYXQiOjE3MTYyOTk3NTUsImV4cCI6MjAzMTg3NTc1NX0.v_NDVWjIU_lJQSPbJ_Y6GkW3axrQWKXfXVsBEAbFv_I'
-supabase: Client = create_client(supabase_url, supabase_key)
-
-# Get the list of image files from the directory
-image_directory = "../anomalies/clouds"
-image_files = [f for f in os.listdir(image_directory) if os.path.isfile(os.path.join(image_directory, f))]
-
-# Define a function to upload image to Supabase storage
-def upload_to_supabase(filepath, bucket_name, folder_name, file_name, retries=3):
-    for attempt in range(retries):
-        try:
-            # Check if the file already exists in the bucket
-            existing_files = supabase.storage.from_(bucket_name).list(folder_name)
-            existing_file_names = [file['name'] for file in existing_files]
-            if file_name in existing_file_names:
-                print(f"File {file_name} already exists in {folder_name}. Trying a different folder.")
-                raise FileExistsError("File already exists")  # Trigger an exception to try a different folder
-            
-            # Upload the file
-            with open(filepath, 'rb') as f:
-                supabase.storage.from_(bucket_name).upload(f"{folder_name}/{file_name}", f.read(), file_options={"content-type": "image/png"})
-            print(f"Uploaded {file_name} to folder {folder_name} in Supabase storage.")
-            break  # Exit loop if upload is successful
-        
-        except FileExistsError:
-            # Generate a new folder name to avoid conflicts
-            new_anomaly_id = random.choice(anomaly_ids)
-            new_folder_name = f"{new_anomaly_id}/clouds"
-            print(f"Retrying with a new folder {new_folder_name} for file {file_name}.")
-            folder_name = new_folder_name  # Update folder name for retry
-            
-        except Exception as e:
-            print(f"Error during upload: {e}. Retrying ({attempt + 1}/{retries})...")
-            if attempt == retries - 1:
-                print(f"Failed to upload {file_name} after {retries} attempts.")
-            else:
-                time.sleep(2)  # Wait before retrying
-
-# Fetch anomalies with anomalytype 'planet'
-anomalies_list = supabase.table("anomalies").select("id").eq("anomalytype", "planet").execute()
-anomaly_ids = [anomaly['id'] for anomaly in anomalies_list.data]
-
-# Get existing folders from the `anomalies` bucket
-def list_folders(bucket_name):
-    """List all folders in the given bucket."""
-    folders = []
-    response = supabase.storage.from_(bucket_name).list("")  # List all items in the bucket
-    items = response
-    for item in items:
-        path_parts = item['name'].split('/')
-        if len(path_parts) > 1 and path_parts[1] == 'clouds':
-            continue  # Skip paths already under a clouds folder
-        if len(path_parts) == 1 and path_parts[0].isdigit():  # Check if it's a folder with an ID
-            folders.append(path_parts[0])
-    return folders
-
-# Identify folders that do not have a `clouds` directory
-def identify_folders_without_clouds(bucket_name):
-    """Identify folders without a `clouds` directory."""
-    folders = list_folders(bucket_name)
-    folders_without_clouds = []
-    for folder in folders:
-        clouds_dir_exists = any(clouds_dir['name'] == f"{folder}/clouds" for clouds_dir in supabase.storage.from_(bucket_name).list(folder))
-        if not clouds_dir_exists:
-            folders_without_clouds.append(folder)
-    return folders_without_clouds
-
-folders_without_clouds = identify_folders_without_clouds('anomalies')
-
-# Define a function to upload images to folders that do not have a `clouds` directory
-def upload_to_folders_without_clouds(image_files, folders):
-    """Upload images to folders that do not have a `clouds` directory."""
-    for image_file in image_files:
-        for folder in folders:
-            file_path = os.path.join(image_directory, image_file)
-            folder_name = f"{folder}/clouds"
-            upload_to_supabase(file_path, 'anomalies', folder_name, image_file)
-            break  # Ensure that we only upload to one folder per image
-
-# Upload images to folders that do not have a `clouds` directory
-upload_to_folders_without_clouds(image_files, folders_without_clouds)
-
-# Upload remaining images to existing `clouds` directories or new folders
-def upload_to_existing_or_new_folders(image_files):
-    """Upload images to existing or new folders."""
-    for image_file in image_files:
-        file_path = os.path.join(image_directory, image_file)
-        for _ in range(5):  # Retry up to 5 times to find a folder
-            # Randomly select an anomaly
-            anomaly_id = random.choice(anomaly_ids)
-
-            # Define folder names
-            folder_name = f"{anomaly_id}/clouds"
-
-            # Try to upload the image file to Supabase storage
-            try:
-                upload_to_supabase(file_path, 'anomalies', folder_name, image_file)
-                break  # Exit loop if upload is successful
-            except Exception as e:
-                print(f"Error during upload to {folder_name}: {e}")
-                time.sleep(2)  # Wait before retrying
-        else:
-            print(f"Failed to upload {image_file} after several attempts.")
-
-# Upload remaining images to existing or new folders
-upload_to_existing_or_new_folders(image_files)
\ No newline at end of file
diff --git a/snippets/graphs/1/binned_light_curves.png b/snippets/graphs/1/binned_light_curves.png
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deleted file mode 100644
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diff --git a/snippets/graphs/2/individual_light_curves.png b/snippets/graphs/2/individual_light_curves.png
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diff --git a/snippets/graphs/2/stitched_and_binned_light_curves.png b/snippets/graphs/2/stitched_and_binned_light_curves.png
deleted file mode 100644
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diff --git a/snippets/graphs/2/stitched_light_curves.png b/snippets/graphs/2/stitched_light_curves.png
deleted file mode 100644
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diff --git a/snippets/graphs/2/zoomed_light_curves.png b/snippets/graphs/2/zoomed_light_curves.png
deleted file mode 100644
index f3cdf251..00000000
Binary files a/snippets/graphs/2/zoomed_light_curves.png and /dev/null differ
diff --git a/supabase/archive/Classifications Rows.csv b/supabase/archive/Classifications/Classifications Rows.csv
similarity index 100%
rename from supabase/archive/Classifications Rows.csv
rename to supabase/archive/Classifications/Classifications Rows.csv
diff --git a/supabase/archive/Classifications rows (1).csv b/supabase/archive/Classifications/Classifications rows (1).csv
similarity index 100%
rename from supabase/archive/Classifications rows (1).csv
rename to supabase/archive/Classifications/Classifications rows (1).csv
diff --git a/supabase/archive/Base Planet Sectors Rows.csv b/supabase/archive/V1/Base Planet Sectors Rows.csv
similarity index 100%
rename from supabase/archive/Base Planet Sectors Rows.csv
rename to supabase/archive/V1/Base Planet Sectors Rows.csv
diff --git a/supabase/archive/Base Planets Rows.csv b/supabase/archive/V1/Base Planets Rows.csv
similarity index 100%
rename from supabase/archive/Base Planets Rows.csv
rename to supabase/archive/V1/Base Planets Rows.csv
diff --git a/supabase/archive/Comments Rows.csv b/supabase/archive/V1/Comments Rows.csv
similarity index 100%
rename from supabase/archive/Comments Rows.csv
rename to supabase/archive/V1/Comments Rows.csv
diff --git a/supabase/archive/Inventory Items Rows.csv b/supabase/archive/V1/Inventory Items Rows.csv
similarity index 100%
rename from supabase/archive/Inventory Items Rows.csv
rename to supabase/archive/V1/Inventory Items Rows.csv
diff --git a/supabase/archive/Inventory Planets Rows.csv b/supabase/archive/V1/Inventory Planets Rows.csv
similarity index 100%
rename from supabase/archive/Inventory Planets Rows.csv
rename to supabase/archive/V1/Inventory Planets Rows.csv
diff --git a/supabase/archive/Inventory Users Rows.csv b/supabase/archive/V1/Inventory Users Rows.csv
similarity index 100%
rename from supabase/archive/Inventory Users Rows.csv
rename to supabase/archive/V1/Inventory Users Rows.csv
diff --git a/supabase/archive/Old Posts Rows.csv b/supabase/archive/V1/Old Posts Rows.csv
similarity index 100%
rename from supabase/archive/Old Posts Rows.csv
rename to supabase/archive/V1/Old Posts Rows.csv
diff --git a/supabase/archive/Planet Rows.csv b/supabase/archive/V1/Planet Rows.csv
similarity index 100%
rename from supabase/archive/Planet Rows.csv
rename to supabase/archive/V1/Planet Rows.csv
diff --git a/supabase/archive/Planet Sectors Rows.csv b/supabase/archive/V1/Planet Sectors Rows.csv
similarity index 100%
rename from supabase/archive/Planet Sectors Rows.csv
rename to supabase/archive/V1/Planet Sectors Rows.csv
diff --git a/supabase/archive/Profiles rows.csv b/supabase/archive/V1/Profiles rows.csv
similarity index 100%
rename from supabase/archive/Profiles rows.csv
rename to supabase/archive/V1/Profiles rows.csv
diff --git a/supabase/archive/Rover Images Rows.csv b/supabase/archive/V1/Rover Images Rows.csv
similarity index 100%
rename from supabase/archive/Rover Images Rows.csv
rename to supabase/archive/V1/Rover Images Rows.csv
diff --git a/supabase/archive/Signal Kinetics posts duplicates.csv b/supabase/archive/V1/Signal Kinetics posts duplicates.csv
similarity index 100%
rename from supabase/archive/Signal Kinetics posts duplicates.csv
rename to supabase/archive/V1/Signal Kinetics posts duplicates.csv
diff --git a/supabase/archive/Spaceship Inventory.csv b/supabase/archive/V1/Spaceship Inventory.csv
similarity index 100%
rename from supabase/archive/Spaceship Inventory.csv
rename to supabase/archive/V1/Spaceship Inventory.csv
diff --git a/supabase/archive/Spaceships Inventory.csv b/supabase/archive/V1/Spaceships Inventory.csv
similarity index 100%
rename from supabase/archive/Spaceships Inventory.csv
rename to supabase/archive/V1/Spaceships Inventory.csv
diff --git a/supabase/archive/Spaceships Rows.csv b/supabase/archive/V1/Spaceships Rows.csv
similarity index 100%
rename from supabase/archive/Spaceships Rows.csv
rename to supabase/archive/V1/Spaceships Rows.csv
diff --git a/supabase/archive/Star Systems Rows.csv b/supabase/archive/V1/Star Systems Rows.csv
similarity index 100%
rename from supabase/archive/Star Systems Rows.csv
rename to supabase/archive/V1/Star Systems Rows.csv
diff --git a/supabase/archive/V2_C1_Migration/Anomalies Rows (1).csv b/supabase/archive/V2_C1_Migration/Anomalies Rows (1).csv
new file mode 100644
index 00000000..9939ad83
--- /dev/null
+++ b/supabase/archive/V2_C1_Migration/Anomalies Rows (1).csv	
@@ -0,0 +1,10 @@
+id,content,anomalytype,anomalySet,type,classification_status,avatar_url,created_at,deepnote,configuration,parentAnomaly
+20,Venus,planet,solar-system,,,,2024-09-23 08:55:51.629934+00,,,
+40,Mars,planet,solar-system,,,,2024-09-23 08:55:29.689442+00,,,
+4567867,4567867,zoodexOthers,zoodex-burrowingOwl,,,,2024-09-22 03:41:55.416656+00,,,
+69752499,69752499,zoodexOthers,zoodex-southCoastFaunaRecovery,,,,2024-09-25 09:59:26.521959+00,,,
+101266259,101266259,telescopeOthers,sunspot,,,,2024-09-25 13:32:48.957325+00,,,
+70403661,70403661,telescopeOthers,diskdetective,,,,2024-09-26 01:56:38.979986+00,,,
+8423850802,84238508_02,cloud,cloudspottingOnMars,,,,2024-09-28 12:52:49.839772+00,,,
+101266419,101266419,telescopeOthers,sunspot,,,,2024-09-29 12:22:38.793975+00,,,
+5757557437553254,5757557437553254,zoodexOthers,zoodexIguanas,,,,2024-09-29 12:26:59.340454+00,,,
\ No newline at end of file
diff --git a/supabase/archive/V2_C1_Migration/Star Sailors profiles.csv b/supabase/archive/V2_C1_Migration/Star Sailors profiles.csv
new file mode 100644
index 00000000..c9d9e83a
--- /dev/null
+++ b/supabase/archive/V2_C1_Migration/Star Sailors profiles.csv	
@@ -0,0 +1,27 @@
+id,updated_at,username,full_name,avatar_url,website,location,activemission,classificationpoints
+aa33d53a-6336-467a-9c39-f14e6a284839,,,,,,1,,
+981ad3be-7799-4f43-ae10-559602fac62b,,,,,,1,,
+7110a16c-1a99-4f1e-a06d-6e718ac0a35b,,,,,,1,,
+5af7e8f5-0337-40a5-841a-3842113436d1,,,,,,1,,
+eaf3c1b8-a3b3-45cc-8f4a-9d87aae87586,,,,,,1,,
+ea1cf832-7a55-4d3f-b7d5-1229d22701d1,,,,,,1,,
+96557798-d9f3-4c24-b23a-90be211bbdc5,,,,,,1,,
+f1bbe6ba-ab77-4e1e-b54d-8f193309aafb,2024-08-18 13:29:26.639+00,choosebruce,Rick Fern,0.07389757492226079.jpg,,1,,
+372e3a85-7460-4717-9e56-125f7b18975d,,,,,,2,,
+ba8e612a-7d21-47b0-86fc-62c177225b69,,Scroobytron,,https://mars.nasa.gov/mars2020-raw-images/pub/ods/surface/sol/00872/ids/edr/browse/ncam/NLG_0872_0744353157_113ECM_N0422700NCAM00500_00_2I4J01_1200.jpg,,2,,
+1bf7489c-e3a7-41fc-b666-ac0a83fceb01,2024-09-20 03:22:34.012+00,Rhysy,Rhys Campbell,,,3,,
+71b69608-6a7d-47cc-8c28-e6f705a6b5c5,,,Rhys Campbell,https://lh3.googleusercontent.com/a/ACg8ocJrlv5_X-W4q9pO6XOTglOGmv_Cb60X5eJaxDEHfhTMrK9f1Uw=s96-c,,4,,
+353333e1-7576-49f6-8d85-0b9cbcc00eef,,,,,,5,,
+0285f526-f6a9-4d37-b700-fc2ac0789c15,,,,,,5,,
+d84b2120-1643-4cef-bf41-4dbbe80ccbdf,2024-09-26 09:51:35.319+00,DVekaria,Dylan Vekaria,0.7332606112757318.jpg,,6,1370203,
+4d9a57e6-ea3c-4836-aa18-1c3ee7f6f725,2024-08-11 13:38:31.149+00,Scroobytronn,Liam Arbuckle,https://github.com/Signal-K/client/blob/initialClassification/public/assets/Inventory/Structures/Telescope2.png?raw=true,,69,13714101,
+fedfafd2-6f2a-44e6-b40c-529a3d16b4e7,,,,,,69,,
+b86b9667-2426-4877-9cd8-5d9b5b8e9e5d,,,Rhys Campbell,https://lh3.googleusercontent.com/a/ACg8ocIX5No2DlxnvTE_ucoFAa8aDw3OEsnWhBdgmP4o-Iyv4jukWQ=s96-c,,124709665,,
+e57fcd71-4a4f-4bf3-9749-68f04254efc1,,,Arin,https://lh3.googleusercontent.com/a/ACg8ocLuW1y0_hXnjPfIFlgwb3Cg-dYJBxZKWSKvAHHWgYIfT9m3ajM=s96-c,,,,
+ba448356-f4d2-49e4-bce7-71c195abaf99,,,,,,,,
+e6ed11d7-34a3-4973-b46a-c26deb7f79e0,,,,,,,,
+98654aa3-33f6-4556-8208-e46f2ca87650,,,,,,,,
+d5f4e35b-7c29-4811-b82a-f00f376f457d,,,,,,,,
+e2592f74-7079-4532-a90c-7e9916fc13ba,,,,,,,,
+a9f870ca-aeb1-40f3-b28b-15123ac76966,2024-08-18 16:15:33.258+00,The Big Josh Man,Josuha Baarmetreo,0.4117873808422243.png,,,,
+f353e5f2-b22f-47e8-9dcd-81c5d219384b,,,Gizmotronn,https://lh3.googleusercontent.com/a/ACg8ocIbD_FJmMbUwCZnxRueuk3U-bSBF0tPh42YHYoGilwxkOpMwcy7=s96-c,,,,
\ No newline at end of file
diff --git a/supabase/archive/Inventory rows.csv b/supabase/archive/V2_Prerelease/Inventory rows.csv
similarity index 100%
rename from supabase/archive/Inventory rows.csv
rename to supabase/archive/V2_Prerelease/Inventory rows.csv
diff --git a/supabase/archive/Missions Rows.csv b/supabase/archive/V2_Prerelease/Missions Rows.csv
similarity index 100%
rename from supabase/archive/Missions Rows.csv
rename to supabase/archive/V2_Prerelease/Missions Rows.csv
diff --git a/supabase/archive/User anomalies rows.csv b/supabase/archive/V2_Prerelease/User anomalies rows.csv
similarity index 100%
rename from supabase/archive/User anomalies rows.csv
rename to supabase/archive/V2_Prerelease/User anomalies rows.csv
diff --git a/supabase/archive/tables./Anomalies/Anomalies Rows (1).csv b/supabase/archive/V2_Prerelease/tables./Anomalies/Anomalies Rows (1).csv
similarity index 100%
rename from supabase/archive/tables./Anomalies/Anomalies Rows (1).csv
rename to supabase/archive/V2_Prerelease/tables./Anomalies/Anomalies Rows (1).csv
diff --git a/supabase/archive/tables./Anomalies/Anomalies Rows.csv b/supabase/archive/V2_Prerelease/tables./Anomalies/Anomalies Rows.csv
similarity index 100%
rename from supabase/archive/tables./Anomalies/Anomalies Rows.csv
rename to supabase/archive/V2_Prerelease/tables./Anomalies/Anomalies Rows.csv
diff --git a/supabase/archive/tables./Anomalies/Base Planets Rows 2.csv b/supabase/archive/V2_Prerelease/tables./Anomalies/Base Planets Rows 2.csv
similarity index 100%
rename from supabase/archive/tables./Anomalies/Base Planets Rows 2.csv
rename to supabase/archive/V2_Prerelease/tables./Anomalies/Base Planets Rows 2.csv
diff --git a/supabase/archive/tables./Anomalies/Base Planets Rows.csv b/supabase/archive/V2_Prerelease/tables./Anomalies/Base Planets Rows.csv
similarity index 100%
rename from supabase/archive/tables./Anomalies/Base Planets Rows.csv
rename to supabase/archive/V2_Prerelease/tables./Anomalies/Base Planets Rows.csv
diff --git a/supabase/archive/tables./Anomalies/Star Sailors anomalies.csv b/supabase/archive/V2_Prerelease/tables./Anomalies/Star Sailors anomalies.csv
similarity index 100%
rename from supabase/archive/tables./Anomalies/Star Sailors anomalies.csv
rename to supabase/archive/V2_Prerelease/tables./Anomalies/Star Sailors anomalies.csv
diff --git a/supabase/archive/tables./Anomalies/anomalies.csv b/supabase/archive/V2_Prerelease/tables./Anomalies/anomalies.csv
similarity index 100%
rename from supabase/archive/tables./Anomalies/anomalies.csv
rename to supabase/archive/V2_Prerelease/tables./Anomalies/anomalies.csv
diff --git a/supabase/archive/tables./Anomalies/anomalies_rows.csv b/supabase/archive/V2_Prerelease/tables./Anomalies/anomalies_rows.csv
similarity index 100%
rename from supabase/archive/tables./Anomalies/anomalies_rows.csv
rename to supabase/archive/V2_Prerelease/tables./Anomalies/anomalies_rows.csv
diff --git a/supabase/archive/tables./Inventory rows.csv b/supabase/archive/V2_Prerelease/tables./Inventory rows.csv
similarity index 100%
rename from supabase/archive/tables./Inventory rows.csv
rename to supabase/archive/V2_Prerelease/tables./Inventory rows.csv
diff --git a/supabase/archive/galaxy/app.py b/supabase/archive/galaxy/app.py
deleted file mode 100644
index e6d1c23d..00000000
--- a/supabase/archive/galaxy/app.py
+++ /dev/null
@@ -1,34 +0,0 @@
-from flask import Flask, jsonify
-from supabase_py import create_client
-
-app = Flask(__name__)
-
-# app.config["SQLALCHEMY_DATABASE_URI"] = ""
-# db.init_app(app)
-
-# Create Supabase client 
-SUPABASE_URL = 'https://qwbufbmxkjfaikoloudl.supabase.co'
-SUPABASE_KEY = 'eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJzdXBhYmFzZSIsInJlZiI6InF3YnVmYm14a2pmYWlrb2xvdWRsIiwicm9sZSI6ImFub24iLCJpYXQiOjE2Njk5NDE3NTksImV4cCI6MTk4NTUxNzc1OX0.RNz5bvsVwLvfYpZtUjy0vBPcho53_VS2AIVzT8Fm-lk'
-supabase = create_client(SUPABASE_URL, SUPABASE_KEY)
-
-@app.route('/test')
-def test():
-    return "Test"
-
-# Route to fetch items from inventoryITEMS table
-@app.route('/items')
-def get_items():
-    # Query items from inventoryITEMS table
-    items = supabase.table('inventoryITEMS').select('*').execute()
-    return jsonify(items['data'])
-
-# Route to fetch user inventory from inventoryUSERS table
-@app.route('/inventory/<user_id>')
-def get_user_inventory(user_id):
-    # Query user inventory from inventoryUSERS table
-    user_inventory = supabase.table('inventoryUSERS').select('*').eq('owner', user_id).execute()
-    return jsonify(user_inventory['data'])
-
-# Main function to run the Flask app
-if __name__ == '__main__':
-    app.run(debug=True) 
\ No newline at end of file