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fix: Fix Shopify timestamp bug and add warnings to help with debugging entity registration #3191

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merged 2 commits into from
Sep 7, 2022
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fix: Fix Shopify timestamp bug and add warnings to help with debugging entity registration #3191

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86d3d31
Fix
kevjumba Sep 7, 2022
a1fc535
Foix lint
kevjumba Sep 7, 2022
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6 changes: 6 additions & 0 deletions sdk/python/feast/feature_view.py
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Original file line number Diff line number Diff line change
Expand Up @@ -409,6 +409,12 @@ def from_proto(cls, feature_view_proto: FeatureViewProto):
for field_proto in feature_view_proto.spec.entity_columns
]

if len(feature_view.entities) != len(feature_view.entity_columns):
warnings.warn(
f"There are some mismatches in your feature view's registered entities. Please check if you have applied your entities correctly."
f"Entities: {feature_view.entities} vs Entity Columns: {feature_view.entity_columns}"
)

# FeatureViewProjections are not saved in the FeatureView proto.
# Create the default projection.
feature_view.projection = FeatureViewProjection.from_definition(feature_view)
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2 changes: 2 additions & 0 deletions sdk/python/feast/type_map.py
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Original file line number Diff line number Diff line change
Expand Up @@ -320,6 +320,8 @@ def _python_datetime_to_int_timestamp(
int_timestamps.append(int(value.ToSeconds()))
elif isinstance(value, np.datetime64):
int_timestamps.append(value.astype("datetime64[s]").astype(np.int_))
elif isinstance(value, type(np.nan)):
int_timestamps.append(NULL_TIMESTAMP_INT_VALUE)
else:
int_timestamps.append(int(value))
return int_timestamps
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