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Moving tests to the new designated folder (#262)
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ads/feature_store/docs/source/conf.py

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sys.path.insert(0, os.path.abspath("../../"))
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version = "1.0"
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version = "1.2"
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release = version
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# Get version
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version = "1.0"
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version = "1.2"
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release = version
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# Unless we want to expose real buckets and namespaces

ads/feature_store/docs/source/feature_validation.rst

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.. _Feature Validation:
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Feature Validation
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*************
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******************
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Feature validation is the process of checking the quality and accuracy of the features used in a machine learning model. This is important because features that are not accurate or reliable can lead to poor model performance.
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Feature store allows you to define expectation on the data which is being materialized into feature group and dataset. This is achieved using open source library Great Expectations.
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Expectations Suite
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============
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===================
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Expectation Suite is a collection of verifiable assertions i.e. expectations about your data. You can define expectation suite as below:
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ads/feature_store/docs/source/release_notes.rst

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=============
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Release Notes
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=============
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1.2
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---
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.. note::
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.. list-table::
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:header-rows: 1
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* - Package Name
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- Latest Version
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- Notes
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* - Conda pack
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- `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`
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-
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* - SERVICE_VERSION
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- 0.1.225.master
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-
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* - Terraform Stack
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- `link <https://objectstorage.us-ashburn-1.oraclecloud.com/p/vZogtXWwHqbkGLeqyKiqBmVxdbR4MK4nyOBqDsJNVE4sHGUY5KFi4T3mOFGA3FOy/n/idogsu2ylimg/b/oci-feature-store/o/beta/terraform/feature-store-terraform.zip>`__
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- Par link expires Jan 5, 2026
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Release notes: July 18, 2023
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* [FEATURE] Supporting for deployment in ``us-ashburn`` and ``uk-london`` region.
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* [FEATURE] For ``ValidationOutput`` instance, addition of ``to_summary()`` method for validation summary details.
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* [FEATURE] For ``ValidationOutput`` instance, addition of ``to_pandas()`` method for validation detailed report.
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* [FIX] Fixed unit test integration to support the merging of ADS into the main branch.
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* [DOCS] For ``ValidationOutput`` instance, addition of ``to_summary()`` method for validation summary details.
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* [DOCS] For ``ValidationOutput`` instance, addition of ``to_pandas()`` method for validation detailed report.
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1.1
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---
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ads/feature_store/docs/source/terraform.rst

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Refer :ref:`Release Notes` for getting the latest conda pack and ``SERVICE_VERSION``. Remember to replace the values within angle brackets ("<>" symbols) in the command above with the relevant values for your environment. Also, Refer :ref:`User Policies` to create feature store stack for non admin users. No policies are explicitly required for admin user.
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1. Run the shell command.
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.. code-block:: shell
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rm -f feature-store-terraform.zip \
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--wait-for-state FAILED
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Update Feature Store Stack with the Latest using OCI CLI
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==============================
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========================================================
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Prerequisites
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#############
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Refer :ref:`Release Notes` for getting the latest conda pack and ``SERVICE_VERSION``. Remember to replace the values within angle brackets ("<>" symbols) in the command above with the relevant values for your environment. Also, Refer :ref:`User Policies` to create feature store stack for non admin users. No policies are explicitly required for admin user.
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1. Run the shell command.
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.. code-block:: shell
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rm -f feature-store-terraform.zip \

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