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KshitizLohia committed Sep 22, 2023
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2 changes: 1 addition & 1 deletion ads/feature_store/docs/source/conf.py
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sys.path.insert(0, os.path.abspath("../../"))

version = "1.0.3"
version = "1.0.2"
release = version


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20 changes: 0 additions & 20 deletions ads/feature_store/docs/source/feature_group.rst
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Expand Up @@ -254,11 +254,6 @@ The ``get_statistics()`` method takes the following optional parameter:
.. image:: figures/stats_1.png

.. code-block:: python3
# Fetch and visualize stats for a dataset job
df = feature_group.get_statistics(job_id).to_viz()
.. image:: figures/feature_group_statistics_viz.png

.. seealso::
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# Preview feature group
df = feature_group.preview(row_count=50)
as_of
=======

You can call the ``as_of()`` method of the FeatureGroup instance to get specified point in time and time traveled data.

The ``.as_of()`` method takes the following optional parameter:

- ``commit_timestamp: date-time``. Commit timestamp for feature group
- ``version_number: int``. Version number for feature group

.. code-block:: python3
# as_of feature group
df = feature_group.as_of(version_number=1)
Restore
=======

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43 changes: 0 additions & 43 deletions ads/feature_store/docs/source/release_notes.rst
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Release Notes
=============

1.0.3
-----
.. note::

.. list-table::
:header-rows: 1

* - Package Name
- Latest Version
- Notes
* - SERVICE_VERSION
- 0.1.256.master
-
* - Terraform Stack
- `link <https://objectstorage.us-ashburn-1.oraclecloud.com/p/vZogtXWwHqbkGLeqyKiqBmVxdbR4MK4nyOBqDsJNVE4sHGUY5KFi4T3mOFGA3FOy/n/idogsu2ylimg/b/oci-feature-store/o/beta/terraform/feature-store-terraform.zip>`__
-


Release notes: September 22, 2023

* [FEATURE] Addition of ``featurestore_dataset`` as optional parameter in GenericModel ``save`` function.
* [FEATURE] Addition of ``transformation_kwargs`` in ``Transformation`` entity.
* [FEATURE] Addition of partition keys in ``FeatureGroup`` and ``Dataset``
* [FEATURE] as_of interface for time travel
* [FEATURE] Manual association of feature groups in ``Dataset`` construct and support for complex queries
* [FEATURE] Simplify the ads init experience without users need to specify the feature store endpoint
* [FEATURE] Visualisation of feature statistics with ``to_viz`` in ``Statistics`` entity
* [FIX] Validation of model ids when associated with ``Dataset``
* [UI] Stats visualisation of feature group and dataset.
* [UI] Transformation listing in the transformation tab
* [UI] Global search for feature store entities.
* [UI] Addition of onboarding page for feature store.
* [UI] Redirection of entities within the lineage tab of feature group and dataset.

1.0.2
-----
.. note::
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* - Package Name
- Latest Version
- Notes
* - Conda pack
- `https://objectstorage.us-ashburn-1.oraclecloud.com/n/bigdatadatasciencelarge/b/service-conda-packs-fs/o/service_pack/cpu/PySpark_3.2_and_Feature_Store/1.0/fspyspark32_p38_cpu_v1#conda`
-
* - SERVICE_VERSION
- 0.1.225.master
-
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* - Package Name
- Latest Version
- Notes
* - Conda pack
- `https://objectstorage.us-ashburn-1.oraclecloud.com/n/bigdatadatasciencelarge/b/service-conda-packs-fs/o/service_pack/cpu/PySpark_3.2_and_Feature_Store/1.0/fspyspark32_p38_cpu_v1#conda`
-
* - SERVICE_VERSION
- 0.1.218.master
-
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* - Package Name
- Latest Version
- Notes
* - Conda pack
- `https://objectstorage.us-ashburn-1.oraclecloud.com/n/bigdatadatasciencelarge/b/service-conda-packs-fs/o/service_pack/cpu/PySpark_3.2_and_Feature_Store/1.0/fspyspark32_p38_cpu_v1#conda`
-
* - SERVICE_VERSION
- 0.1.209.master
-
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