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Title: feat: Add non-entity retrieval support for ClickHouse offline store by YassinNouh21 · Pull Request #6066 · feast-dev/feast · GitHub

Open Graph Title: feat: Add non-entity retrieval support for ClickHouse offline store by YassinNouh21 · Pull Request #6066 · feast-dev/feast

X Title: feat: Add non-entity retrieval support for ClickHouse offline store by YassinNouh21 · Pull Request #6066 · feast-dev/feast

Description: What this PR does / why we need it: Adds support for non-entity historical retrieval (entity_df=None) in the ClickHouse offline store, bringing it to parity with the PostgreSQL offline store. Changes: Updated ClickhouseOfflineStore.get_historical_features() to accept entity_df=None with optional start_date/end_date kwargs When entity_df is None, a synthetic single-row DataFrame is created using the provided date range (or sensible defaults: end_date=now, start_date derived from max TTL or 30 days) Added 3 unit tests covering: both dates provided, end_date only (start from TTL), and no dates (defaults to now) Usage: fs.get_historical_features( features=["driver_stats:conv_rate"], entity_df=None, start_date=datetime(2023, 1, 1), end_date=datetime(2023, 6, 1), ) Which issue(s) this PR fixes: Fixes #5835 Test plan Unit tests pass (pytest tests/unit/infra/offline_stores/test_clickhouse.py) Ruff lint and format checks pass E2E verification of full FeatureStore -> Provider -> ClickhouseOfflineStore chain No regression on existing entity_df mode DCO sign-off included

Open Graph Description: What this PR does / why we need it: Adds support for non-entity historical retrieval (entity_df=None) in the ClickHouse offline store, bringing it to parity with the PostgreSQL offline store. Chang...

X Description: What this PR does / why we need it: Adds support for non-entity historical retrieval (entity_df=None) in the ClickHouse offline store, bringing it to parity with the PostgreSQL offline store. Chang...

Opengraph URL: https://github.com/feast-dev/feast/pull/6066

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