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Signed-off-by: HaoXuAI <sduxuhao@gmail.com>
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‎CHANGELOG.md‎

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# Changelog
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# [0.52.0](https://github.com/feast-dev/feast/compare/v0.51.0...v0.52.0) (2025-08-14)
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### Bug Fixes
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* Correct entity value type mapping for aliased feature views ([#5492](https://github.com/feast-dev/feast/issues/5492)) ([bdf20bb](https://github.com/feast-dev/feast/commit/bdf20bb66d40f8f95d0bb86a2c5e7e05c634d84c))
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* Correct namespace reference in remote Feast project setup for operator upgrade and previous version tests ([df391ec](https://github.com/feast-dev/feast/commit/df391ecf628a89aa5c9188933ec471b823a1e34d))
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* dell pydantic v1 ([1189512](https://github.com/feast-dev/feast/commit/1189512e1939e8e68f11a53eac3e5c191bd09062))
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* Fixed the entity to on-demand feature view relationship ([1c59bba](https://github.com/feast-dev/feast/commit/1c59bbae120078b945d5a8574b96d66b1173513c))
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* Make transformers optional ([#5544](https://github.com/feast-dev/feast/issues/5544)) ([a4eef38](https://github.com/feast-dev/feast/commit/a4eef387bad5b0889122fc169185300b3e1dc01d))
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* Push Source inherits the timestamp fields from Data Source ([#5550](https://github.com/feast-dev/feast/issues/5550)) ([b7ea5cc](https://github.com/feast-dev/feast/commit/b7ea5cc490c6e65f18bc3c7fc7896da95e088a5d))
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* Remove the devcontainer folder. ([a9815c2](https://github.com/feast-dev/feast/commit/a9815c24bf91d7b4894ffc7993c15c920303bf33))
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### Features
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* Added API for discovering Feature Views by popular tags ([#5558](https://github.com/feast-dev/feast/issues/5558)) ([2e5f564](https://github.com/feast-dev/feast/commit/2e5f5649478b7ac9b2572fbe4079882fa1f29bb2))
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* Added filtering support for featureView and featureServices api ([#5552](https://github.com/feast-dev/feast/issues/5552)) ([897b3f3](https://github.com/feast-dev/feast/commit/897b3f3e4f2de8f84a6a96c78107e3e002b0f3de))
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* Added global search api and necessary unit tests ([#5532](https://github.com/feast-dev/feast/issues/5532)) ([dd3061f](https://github.com/feast-dev/feast/commit/dd3061f285a62ece2d1f8736878620e3eed8867b))
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* Added Ray Compute Engine and Ray Offline Store Support ([#5526](https://github.com/feast-dev/feast/issues/5526)) ([72de088](https://github.com/feast-dev/feast/commit/72de088404a223a515ec34d652ef213b6f28d788))
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* Added recent visit logging api for registry server ([#5545](https://github.com/feast-dev/feast/issues/5545)) ([2adcf2c](https://github.com/feast-dev/feast/commit/2adcf2cb212a1e274ab072c2cc0f814167a04da1))
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* **auth:** support client-credentials & static token for OIDC client auth ([fc44222](https://github.com/feast-dev/feast/commit/fc442225d36494c8c4a16bd39eeb0b1d90f0bf95))
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* **auth:** support client-credentials & static token for OIDC client auth ([795fc06](https://github.com/feast-dev/feast/commit/795fc06a2ed66df1d633295c9740c49d13e63c17))
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* Implement and enhance remote document retrieval functionality ([#5487](https://github.com/feast-dev/feast/issues/5487)) ([d095b96](https://github.com/feast-dev/feast/commit/d095b96118127920910307fef5f1a8594c4366bf))
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* Implemented consistent error handling ([7f10151](https://github.com/feast-dev/feast/commit/7f10151f154348c9fd0dab8b7e18d201e8ce2474))
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* Offline Store historical features retrieval without entity df, but based on datatime range ([#5527](https://github.com/feast-dev/feast/issues/5527)) ([df942b9](https://github.com/feast-dev/feast/commit/df942b9fba7ec5f93233b74238e3ecbec27b99e1))
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# [0.51.0](https://github.com/feast-dev/feast/compare/v0.50.0...v0.51.0) (2025-07-21)
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‎Makefile‎

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not test_spark" \
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sdk/python/tests
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test-python-universal-ray-offline: ## Run Python Ray offline store integration tests
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PYTHONPATH='.' \
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FULL_REPO_CONFIGS_MODULE=sdk.python.feast.infra.offline_stores.contrib.ray_repo_configuration \
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PYTEST_PLUGINS=sdk.python.feast.infra.offline_stores.contrib.ray_offline_store.tests \
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python -m pytest -n 8 --integration \
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-m "not universal_online_stores and not benchmark" \
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-k "not test_historical_retrieval_with_validation and \
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not test_universal_cli and \
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not test_go_feature_server and \
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not test_feature_logging and \
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not test_logged_features_validation and \
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not test_lambda_materialization_consistency and \
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not gcs_registry and \
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not s3_registry and \
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not test_snowflake and \
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not test_spark" \
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sdk/python/tests
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test-python-ray-compute-engine: ## Run Python Ray compute engine tests
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PYTHONPATH='.' \
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python -m pytest -v --integration \
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sdk/python/tests/integration/compute_engines/ray_compute/
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test-python-universal-postgres-online: ## Run Python Postgres integration tests
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PYTHONPATH='.' \
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FULL_REPO_CONFIGS_MODULE=sdk.python.feast.infra.online_stores.postgres_online_store.postgres_repo_configuration \

‎docs/SUMMARY.md‎

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* [Trino (contrib)](reference/offline-stores/trino.md)
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* [Azure Synapse + Azure SQL (contrib)](reference/offline-stores/mssql.md)
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* [Clickhouse (contrib)](reference/offline-stores/clickhouse.md)
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* [Ray (contrib)](reference/offline-stores/ray.md)
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* [Remote Offline](reference/offline-stores/remote-offline-store.md)
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* [Online stores](reference/online-stores/README.md)
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* [Overview](reference/online-stores/overview.md)
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* [Snowflake](reference/compute-engine/snowflake.md)
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* [AWS Lambda (alpha)](reference/compute-engine/lambda.md)
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* [Spark (contrib)](reference/compute-engine/spark.md)
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* [Ray (contrib)](reference/compute-engine/ray.md)
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* [Feature repository](reference/feature-repository/README.md)
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* [feature\_store.yaml](reference/feature-repository/feature-store-yaml.md)
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* [.feastignore](reference/feature-repository/feast-ignore.md)

‎docs/reference/compute-engine/README.md‎

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- Supports point-in-time joins and large-scale materialization
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- Integrates with `SparkOfflineStore` and `SparkMaterializationJob`
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### ⚡ RayComputeEngine (contrib)
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- Distributed DAG execution via Ray
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- Intelligent join strategies (broadcast vs distributed)
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- Automatic resource management and optimization
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- Integrates with `RayOfflineStore` and `RayMaterializationJob`
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- See [Ray Compute Engine documentation](ray.md) for details
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### 🧪 LocalComputeEngine
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{% page-ref page="local.md" %}

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