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fix: Configuration to stop coercion of tz for entity_df #3255

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merged 1 commit into from
Sep 28, 2022
Merged

fix: Configuration to stop coercion of tz for entity_df #3255

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3 changes: 2 additions & 1 deletion sdk/python/feast/feature_store.py
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Original file line number Diff line number Diff line change
Expand Up @@ -1111,7 +1111,8 @@ def get_historical_features(

# Check that the right request data is present in the entity_df
if type(entity_df) == pd.DataFrame:
entity_df = utils.make_df_tzaware(cast(pd.DataFrame, entity_df))
if self.config.coerce_tz_aware:
entity_df = utils.make_df_tzaware(cast(pd.DataFrame, entity_df))
for fv in request_feature_views:
for feature in fv.features:
if feature.name not in entity_df.columns:
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3 changes: 3 additions & 0 deletions sdk/python/feast/repo_config.py
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Expand Up @@ -167,6 +167,9 @@ class RepoConfig(FeastBaseModel):
feature values for entities that have already been written into the online store.
"""

coerce_tz_aware: Optional[bool] = True
""" If True, coerces entity_df timestamp columns to be timezone aware (to UTC by default). """

def __init__(self, **data: Any):
super().__init__(**data)

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