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feat: Add feature view versioning support to PostgreSQL and MySQL online stores #6193
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Teardown was only dropping the current version's table, orphaning older versioned tables (e.g. _v1, _v2). Now queries the database catalog to find and drop all versioned tables for each feature view. Also extracts the duplicated _table_id logic from SQLite, MySQL, and Postgres into a shared compute_table_id helper. Signed-off-by: yassinnouh21 <yassinnouh21@gmail.com>
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
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@@ -22,7 +22,7 @@ | |
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| from feast import Entity, FeatureView, ValueType | ||
| from feast.infra.key_encoding_utils import get_list_val_str, serialize_entity_key | ||
| from feast.infra.online_stores.helpers import _to_naive_utc | ||
| from feast.infra.online_stores.helpers import _to_naive_utc, compute_table_id | ||
| from feast.infra.online_stores.online_store import OnlineStore | ||
| from feast.infra.online_stores.vector_store import VectorStoreConfig | ||
| from feast.infra.utils.postgres.connection_utils import ( | ||
|
|
@@ -326,8 +326,11 @@ def update( | |
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| versioning = config.registry.enable_online_feature_view_versioning | ||
| for table in tables_to_delete: | ||
| table_name = _table_id(project, table, versioning) | ||
| cur.execute(_drop_table_and_index(table_name)) | ||
| if versioning: | ||
| _drop_all_version_tables(cur, project, table) | ||
| else: | ||
| table_name = _table_id(project, table) | ||
| cur.execute(_drop_table_and_index(table_name)) | ||
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| for table in tables_to_keep: | ||
| table_name = _table_id(project, table, versioning) | ||
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@@ -388,8 +391,11 @@ def teardown( | |
| try: | ||
| with self._get_conn(config) as conn, conn.cursor() as cur: | ||
| for table in tables: | ||
| table_name = _table_id(project, table, versioning) | ||
| cur.execute(_drop_table_and_index(table_name)) | ||
| if versioning: | ||
| _drop_all_version_tables(cur, project, table) | ||
| else: | ||
| table_name = _table_id(project, table) | ||
| cur.execute(_drop_table_and_index(table_name)) | ||
| conn.commit() | ||
| except Exception: | ||
| logging.exception("Teardown failed") | ||
|
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@@ -822,15 +828,10 @@ def retrieve_online_documents_v2( | |
| return result | ||
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| def _table_id(project: str, table: FeatureView, enable_versioning: bool = False) -> str: | ||
| name = table.name | ||
| if enable_versioning: | ||
| version = getattr(table.projection, "version_tag", None) | ||
| if version is None: | ||
| version = getattr(table, "current_version_number", None) | ||
| if version is not None and version > 0: | ||
| name = f"{table.name}_v{version}" | ||
| return f"{project}_{name}" | ||
| def _table_id( | ||
| project: str, table: FeatureView, enable_versioning: bool = False | ||
| ) -> str: | ||
| return compute_table_id(project, table, enable_versioning) | ||
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| def _drop_table_and_index(table_name): | ||
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@@ -843,3 +844,16 @@ def _drop_table_and_index(table_name): | |
| sql.Identifier(table_name), | ||
| sql.Identifier(f"{table_name}_ek"), | ||
| ) | ||
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| def _drop_all_version_tables(cur, project: str, table: FeatureView) -> None: | ||
| """Drop the base table and all versioned tables (e.g. _v1, _v2, ...).""" | ||
| base = f"{project}_{table.name}" | ||
| cur.execute( | ||
| sql.SQL( | ||
| "SELECT tablename FROM pg_tables WHERE tablename = %s OR tablename LIKE %s" | ||
| ), | ||
| (base, f"{base}_v%"), | ||
|
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||
| ) | ||
| for (name,) in cur.fetchall(): | ||
| cur.execute(_drop_table_and_index(name)) | ||
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