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fix: Use join keys instead of entity names in ODFV materialization by anshishrivastava · Pull Request #6645 · feast-dev/feast · GitHub

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4 changes: 2 additions & 2 deletions sdk/python/feast/feature_store.py
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters. Learn more about bidirectional Unicode characters
Original file line number Diff line number Diff line change
Expand Up @@ -2341,7 +2341,7 @@ def _materialize_odfv(
}

for source_fv in source_fvs:
all_join_keys.update(source_fv.entities)
all_join_keys.update(source_fv.join_keys)
if source_fv.batch_source:
entity_timestamp_col_names.add(source_fv.batch_source.timestamp_field)

Expand Down Expand Up @@ -2381,7 +2381,7 @@ def _materialize_odfv(
job = provider.offline_store.pull_latest_from_table_or_query(
config=self.config,
data_source=source_fv.batch_source,
join_key_columns=source_fv.entities,
join_key_columns=source_fv.join_keys,
feature_name_columns=[f.name for f in source_fv.features],
timestamp_field=source_fv.batch_source.timestamp_field,
created_timestamp_column=getattr(
Expand Down
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Original file line number Diff line number Diff line change
@@ -1,4 +1,4 @@
from datetime import datetime, timedelta
from datetime import datetime, timedelta, timezone
from tempfile import mkstemp
from unittest.mock import AsyncMock, Mock, patch

Expand All @@ -19,11 +19,13 @@
from feast.infra.offline_stores.file_source import FileSource
from feast.infra.online_stores.dynamodb import DynamoDBOnlineStore
from feast.infra.online_stores.sqlite import SqliteOnlineStoreConfig
from feast.on_demand_feature_view import OnDemandFeatureView
from feast.permissions.action import AuthzedAction
from feast.permissions.permission import Permission
from feast.permissions.policy import RoleBasedPolicy
from feast.repo_config import RegistryConfig, RepoConfig
from feast.stream_feature_view import stream_feature_view
from feast.transformation.pandas_transformation import PandasTransformation
from feast.types import Array, Bytes, Float32, Int64, String, ValueType, from_value_type
from tests.universal.feature_repos.universal.feature_views import TAGS
from tests.utils.cli_repo_creator import CliRunner, get_example_repo
Expand Down Expand Up @@ -511,6 +513,69 @@ def test_reapply_feature_view(test_feature_store, dataframe_source):
test_feature_store.teardown()


@pytest.mark.parametrize(
"test_feature_store",
[lazy_fixture("feature_store_with_local_registry")],
)
@pytest.mark.parametrize("dataframe_source", [lazy_fixture("simple_dataset_1")])
def test_materialize_incremental_odfv_entity_name_differs_from_join_key(
test_feature_store, dataframe_source
):
"""Regression test for https://github.com/feast-dev/feast/issues/5965.

_materialize_odfv must resolve source feature views' join key *columns*
(FeatureView.join_keys), not their entity *names* (FeatureView.entities),
when building the entity_df and querying the offline store. Before the
fix, this failed whenever an Entity's name differed from its join_keys.
"""
with prep_file_source(df=dataframe_source, timestamp_field="ts_1") as file_source:
# Entity name ("id") intentionally differs from its join key
# ("id_join_key"), mirroring the exact repro from the issue.
e = Entity(name="id", join_keys=["id_join_key"])

source_fv = FeatureView(
name="my_feature_view_1",
schema=[Field(name="float_col", dtype=Float32)],
entities=[e],
source=file_source,
ttl=timedelta(days=3650),
)

def transform(features_df: pd.DataFrame) -> pd.DataFrame:
out = pd.DataFrame()
out["label"] = features_df["float_col"].apply(
lambda v: "high" if v >= 1 else "low"
)
return out

odfv = OnDemandFeatureView(
name="my_odfv",
entities=[e],
sources=[source_fv],
schema=[Field(name="label", dtype=String)],
feature_transformation=PandasTransformation(
udf=transform, udf_string="transform"
),
write_to_online_store=True,
)

test_feature_store.apply([e, source_fv, odfv])

# Should not raise. Before the fix, this raised
# FeastJoinKeysDuringMaterialization because _materialize_odfv
# queried the offline store for a column named "id" (the entity
# name) instead of "id_join_key" (the actual join key column).
test_feature_store.materialize_incremental(end_date=datetime.now(timezone.utc))

response = test_feature_store.get_online_features(
features=["my_odfv:label"],
entity_rows=[{"id_join_key": 1}],
).to_dict()
assert response["label"][0] is not None

test_feature_store.teardown()


def test_apply_conflicting_feature_view_names(feature_store_with_local_registry):
"""Test applying feature views with non-case-insensitively unique names"""
driver = Entity(name="driver", join_keys=["driver_id"])
Expand Down
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