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feat: Make udf optional if agg defined (#5689) by nquinn408 · Pull Request #6328 · feast-dev/feast · GitHub
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feat: Make udf optional if agg defined (#5689) #6328

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Merged
nquinn408 merged 6 commits into from
Apr 25, 2026
Conversation 7 Commits 6 Checks 35 Files changed
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feat: Make udf optional if agg defined (#5689) #6328

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8c8d87d
feat: Make udf optional if agg defined (#5689)
nickquinn408 Apr 24, 2026
f64c1cb
fix: sort Aggregation import in test_on_demand_feature_view.py
nickquinn408 Apr 24, 2026
be9a625
fix: skip backward-compat UDF fallback for aggregation-only ODFVs
nickquinn408 Apr 24, 2026
9fcf772
fix: skip transformation inference for aggregation-only ODFVs
nickquinn408 Apr 24, 2026
fe285e0
test: add input_schema + aggregation + no-udf ODFV round-trip test
nickquinn408 Apr 24, 2026
c7838e6
fix: resolve mypy errors in field.py, entity.py, and remote.py
nickquinn408 Apr 24, 2026
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2 changes: 1 addition & 1 deletion sdk/python/feast/entity.py
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Expand Up @@ -203,7 +203,7 @@ def to_proto(self) -> EntityProto:

spec = EntitySpecProto(
name=self.name,
value_type=self.value_type.value,
value_type=self.value_type.value, # type: ignore[arg-type]
join_key=self.join_key,
description=self.description,
tags=self.tags,
Expand Down
2 changes: 1 addition & 1 deletion sdk/python/feast/field.py
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Expand Up @@ -136,7 +136,7 @@ def to_proto(self) -> FieldProto:
tags[NESTED_COLLECTION_INNER_TYPE_TAG] = _feast_type_to_str(self.dtype)
return FieldProto(
name=self.name,
value_type=value_type.value,
value_type=value_type.value, # type: ignore[arg-type]
description=self.description,
tags=tags,
vector_index=self.vector_index,
Expand Down
2 changes: 1 addition & 1 deletion sdk/python/feast/infra/online_stores/remote.py
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Expand Up @@ -501,7 +501,7 @@ def _construct_online_read_api_json_request(
for row in entity_keys:
entity_key = row.join_keys[0]
entity_values.append(
getattr(row.entity_values[0], row.entity_values[0].WhichOneof("val"))
getattr(row.entity_values[0], row.entity_values[0].WhichOneof("val")) # type: ignore[arg-type]
)

return {
Expand Down
13 changes: 13 additions & 0 deletions sdk/python/feast/on_demand_feature_view.py
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Expand Up @@ -527,6 +527,10 @@ def _validate_sources_config(self) -> None:

def _validate_transformation_config(self) -> None:
"""Validate transformation configuration."""
# Aggregations provide their own transformation; no udf/feature_transformation required.
if self.aggregations:
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ntkathole Apr 25, 2026

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Choose a reason Spam Abuse Off Topic Outdated Duplicate Resolved Low Quality Hide comment
Suggested change
if self.aggregations:
if self.aggregations and not self.feature_transformation:

to avoid skipping mode validation when both aggregations and a transformation are provided

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ntkathole Apr 25, 2026

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Choose a reason Spam Abuse Off Topic Outdated Duplicate Resolved Low Quality Hide comment

also, optionally may be good to have check

if self.aggregations and self.feature_transformation: raise ValueError( "Combining aggregations with a udf/feature_transformation is not yet supported. )

return
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if not self.feature_transformation:
raise ValueError(ODFVErrorMessages.no_transformation_provided())

Expand Down Expand Up @@ -783,6 +787,8 @@ def _parse_transformation_from_proto(
feature_transformation.substrait_transformation
)
elif transformation_type is None:
if proto.spec.aggregations:
return None
# Handle backward compatibility case where feature_transformation is cleared
return cls._handle_backward_compatible_udf(proto)
else:
Expand Down Expand Up @@ -1113,6 +1119,13 @@ def _preprocess_feature_dict(
return preprocessed_dict, columns_to_cleanup

def infer_features(self) -> None:
if self.aggregations and not self.feature_transformation:
if not self.features:
raise RegistryInferenceFailure(
"OnDemandFeatureView",
f"Could not infer Features for the feature view '{self.name}'.",
)
return
assert self.feature_transformation is not None
random_input = self._construct_random_input(singleton=self.singleton)
inferred_features = self.feature_transformation.infer_features(
Expand Down
10 changes: 5 additions & 5 deletions sdk/python/feast/protos/feast/core/DataSource_pb2.pyi
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Original file line number Diff line number Diff line change
Expand Up @@ -20,7 +20,7 @@ import builtins
import collections.abc
import feast.core.DataFormat_pb2
import feast.core.Feature_pb2
import feast.types.Value_pb2
from feast.protos.feast.types import Value_pb2 as _feast_types_Value_pb2
import google.protobuf.descriptor
import google.protobuf.duration_pb2
import google.protobuf.internal.containers
Expand Down Expand Up @@ -424,26 +424,26 @@ class DataSource(google.protobuf.message.Message):
KEY_FIELD_NUMBER: builtins.int
VALUE_FIELD_NUMBER: builtins.int
key: builtins.str
value: feast.types.Value_pb2.ValueType.Enum.ValueType
value: _feast_types_Value_pb2.ValueType.Enum.ValueType
def __init__(
self,
*,
key: builtins.str = ...,
value: feast.types.Value_pb2.ValueType.Enum.ValueType = ...,
value: _feast_types_Value_pb2.ValueType.Enum.ValueType = ...,
) -> None: ...
def ClearField(self, field_name: typing_extensions.Literal["key", b"key", "value", b"value"]) -> None: ...

DEPRECATED_SCHEMA_FIELD_NUMBER: builtins.int
SCHEMA_FIELD_NUMBER: builtins.int
@property
def deprecated_schema(self) -> google.protobuf.internal.containers.ScalarMap[builtins.str, feast.types.Value_pb2.ValueType.Enum.ValueType]:
def deprecated_schema(self) -> google.protobuf.internal.containers.ScalarMap[builtins.str, _feast_types_Value_pb2.ValueType.Enum.ValueType]:
"""Mapping of feature name to type"""
@property
def schema(self) -> google.protobuf.internal.containers.RepeatedCompositeFieldContainer[feast.core.Feature_pb2.FeatureSpecV2]: ...
def __init__(
self,
*,
deprecated_schema: collections.abc.Mapping[builtins.str, feast.types.Value_pb2.ValueType.Enum.ValueType] | None = ...,
deprecated_schema: collections.abc.Mapping[builtins.str, _feast_types_Value_pb2.ValueType.Enum.ValueType] | None = ...,
schema: collections.abc.Iterable[feast.core.Feature_pb2.FeatureSpecV2] | None = ...,
) -> None: ...
def ClearField(self, field_name: typing_extensions.Literal["deprecated_schema", b"deprecated_schema", "schema", b"schema"]) -> None: ...
Expand Down
6 changes: 3 additions & 3 deletions sdk/python/feast/protos/feast/core/Entity_pb2.pyi
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Original file line number Diff line number Diff line change
Expand Up @@ -18,7 +18,7 @@ isort:skip_file
"""
import builtins
import collections.abc
import feast.types.Value_pb2
from feast.protos.feast.types import Value_pb2 as _feast_types_Value_pb2
import google.protobuf.descriptor
import google.protobuf.internal.containers
import google.protobuf.message
Expand Down Expand Up @@ -83,7 +83,7 @@ class EntitySpecV2(google.protobuf.message.Message):
"""Name of the entity."""
project: builtins.str
"""Name of Feast project that this feature table belongs to."""
value_type: feast.types.Value_pb2.ValueType.Enum.ValueType
value_type: _feast_types_Value_pb2.ValueType.Enum.ValueType
"""Type of the entity."""
description: builtins.str
"""Description of the entity."""
Expand All @@ -99,7 +99,7 @@ class EntitySpecV2(google.protobuf.message.Message):
*,
name: builtins.str = ...,
project: builtins.str = ...,
value_type: feast.types.Value_pb2.ValueType.Enum.ValueType = ...,
value_type: _feast_types_Value_pb2.ValueType.Enum.ValueType = ...,
description: builtins.str = ...,
join_key: builtins.str = ...,
tags: collections.abc.Mapping[builtins.str, builtins.str] | None = ...,
Expand Down
6 changes: 3 additions & 3 deletions sdk/python/feast/protos/feast/core/Feature_pb2.pyi
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Expand Up @@ -18,7 +18,7 @@ limitations under the License.
"""
import builtins
import collections.abc
import feast.types.Value_pb2
from feast.protos.feast.types import Value_pb2 as _feast_types_Value_pb2
import google.protobuf.descriptor
import google.protobuf.internal.containers
import google.protobuf.message
Expand Down Expand Up @@ -58,7 +58,7 @@ class FeatureSpecV2(google.protobuf.message.Message):
VECTOR_LENGTH_FIELD_NUMBER: builtins.int
name: builtins.str
"""Name of the feature. Not updatable."""
value_type: feast.types.Value_pb2.ValueType.Enum.ValueType
value_type: _feast_types_Value_pb2.ValueType.Enum.ValueType
"""Value type of the feature. Not updatable."""
@property
def tags(self) -> google.protobuf.internal.containers.ScalarMap[builtins.str, builtins.str]:
Expand All @@ -75,7 +75,7 @@ class FeatureSpecV2(google.protobuf.message.Message):
self,
*,
name: builtins.str = ...,
value_type: feast.types.Value_pb2.ValueType.Enum.ValueType = ...,
value_type: _feast_types_Value_pb2.ValueType.Enum.ValueType = ...,
tags: collections.abc.Mapping[builtins.str, builtins.str] | None = ...,
description: builtins.str = ...,
vector_index: builtins.bool = ...,
Expand Down
6 changes: 3 additions & 3 deletions sdk/python/feast/protos/feast/serving/Connector_pb2.pyi
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Original file line number Diff line number Diff line change
Expand Up @@ -6,7 +6,7 @@ import builtins
import collections.abc
import feast.serving.ServingService_pb2
import feast.types.EntityKey_pb2
import feast.types.Value_pb2
from feast.protos.feast.types import Value_pb2 as _feast_types_Value_pb2
import google.protobuf.descriptor
import google.protobuf.internal.containers
import google.protobuf.message
Expand All @@ -31,13 +31,13 @@ class ConnectorFeature(google.protobuf.message.Message):
@property
def timestamp(self) -> google.protobuf.timestamp_pb2.Timestamp: ...
@property
def value(self) -> feast.types.Value_pb2.Value: ...
def value(self) -> _feast_types_Value_pb2.Value: ...
def __init__(
self,
*,
reference: feast.serving.ServingService_pb2.FeatureReferenceV2 | None = ...,
timestamp: google.protobuf.timestamp_pb2.Timestamp | None = ...,
value: feast.types.Value_pb2.Value | None = ...,
value: _feast_types_Value_pb2.Value | None = ...,
) -> None: ...
def HasField(self, field_name: typing_extensions.Literal["reference", b"reference", "timestamp", b"timestamp", "value", b"value"]) -> builtins.bool: ...
def ClearField(self, field_name: typing_extensions.Literal["reference", b"reference", "timestamp", b"timestamp", "value", b"value"]) -> None: ...
Expand Down
18 changes: 9 additions & 9 deletions sdk/python/feast/protos/feast/serving/GrpcServer_pb2.pyi
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Expand Up @@ -4,7 +4,7 @@ isort:skip_file
"""
import builtins
import collections.abc
import feast.types.Value_pb2
from feast.protos.feast.types import Value_pb2 as _feast_types_Value_pb2
import google.protobuf.descriptor
import google.protobuf.internal.containers
import google.protobuf.message
Expand Down Expand Up @@ -42,12 +42,12 @@ class PushRequest(google.protobuf.message.Message):
VALUE_FIELD_NUMBER: builtins.int
key: builtins.str
@property
def value(self) -> feast.types.Value_pb2.Value: ...
def value(self) -> _feast_types_Value_pb2.Value: ...
def __init__(
self,
*,
key: builtins.str = ...,
value: feast.types.Value_pb2.Value | None = ...,
value: _feast_types_Value_pb2.Value | None = ...,
) -> None: ...
def HasField(self, field_name: typing_extensions.Literal["value", b"value"]) -> builtins.bool: ...
def ClearField(self, field_name: typing_extensions.Literal["key", b"key", "value", b"value"]) -> None: ...
Expand All @@ -63,15 +63,15 @@ class PushRequest(google.protobuf.message.Message):
allow_registry_cache: builtins.bool
to: builtins.str
@property
def typed_features(self) -> google.protobuf.internal.containers.MessageMap[builtins.str, feast.types.Value_pb2.Value]: ...
def typed_features(self) -> google.protobuf.internal.containers.MessageMap[builtins.str, _feast_types_Value_pb2.Value]: ...
def __init__(
self,
*,
features: collections.abc.Mapping[builtins.str, builtins.str] | None = ...,
stream_feature_view: builtins.str = ...,
allow_registry_cache: builtins.bool = ...,
to: builtins.str = ...,
typed_features: collections.abc.Mapping[builtins.str, feast.types.Value_pb2.Value] | None = ...,
typed_features: collections.abc.Mapping[builtins.str, _feast_types_Value_pb2.Value] | None = ...,
) -> None: ...
def ClearField(self, field_name: typing_extensions.Literal["allow_registry_cache", b"allow_registry_cache", "features", b"features", "stream_feature_view", b"stream_feature_view", "to", b"to", "typed_features", b"typed_features"]) -> None: ...

Expand Down Expand Up @@ -116,12 +116,12 @@ class WriteToOnlineStoreRequest(google.protobuf.message.Message):
VALUE_FIELD_NUMBER: builtins.int
key: builtins.str
@property
def value(self) -> feast.types.Value_pb2.Value: ...
def value(self) -> _feast_types_Value_pb2.Value: ...
def __init__(
self,
*,
key: builtins.str = ...,
value: feast.types.Value_pb2.Value | None = ...,
value: _feast_types_Value_pb2.Value | None = ...,
) -> None: ...
def HasField(self, field_name: typing_extensions.Literal["value", b"value"]) -> builtins.bool: ...
def ClearField(self, field_name: typing_extensions.Literal["key", b"key", "value", b"value"]) -> None: ...
Expand All @@ -135,14 +135,14 @@ class WriteToOnlineStoreRequest(google.protobuf.message.Message):
feature_view_name: builtins.str
allow_registry_cache: builtins.bool
@property
def typed_features(self) -> google.protobuf.internal.containers.MessageMap[builtins.str, feast.types.Value_pb2.Value]: ...
def typed_features(self) -> google.protobuf.internal.containers.MessageMap[builtins.str, _feast_types_Value_pb2.Value]: ...
def __init__(
self,
*,
features: collections.abc.Mapping[builtins.str, builtins.str] | None = ...,
feature_view_name: builtins.str = ...,
allow_registry_cache: builtins.bool = ...,
typed_features: collections.abc.Mapping[builtins.str, feast.types.Value_pb2.Value] | None = ...,
typed_features: collections.abc.Mapping[builtins.str, _feast_types_Value_pb2.Value] | None = ...,
) -> None: ...
def ClearField(self, field_name: typing_extensions.Literal["allow_registry_cache", b"allow_registry_cache", "feature_view_name", b"feature_view_name", "features", b"features", "typed_features", b"typed_features"]) -> None: ...

Expand Down
30 changes: 15 additions & 15 deletions sdk/python/feast/protos/feast/serving/ServingService_pb2.pyi
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Original file line number Diff line number Diff line change
Expand Up @@ -18,7 +18,7 @@ limitations under the License.
"""
import builtins
import collections.abc
import feast.types.Value_pb2
from feast.protos.feast.types import Value_pb2 as _feast_types_Value_pb2
import google.protobuf.descriptor
import google.protobuf.internal.containers
import google.protobuf.internal.enum_type_wrapper
Expand Down Expand Up @@ -137,12 +137,12 @@ class GetOnlineFeaturesRequestV2(google.protobuf.message.Message):
VALUE_FIELD_NUMBER: builtins.int
key: builtins.str
@property
def value(self) -> feast.types.Value_pb2.Value: ...
def value(self) -> _feast_types_Value_pb2.Value: ...
def __init__(
self,
*,
key: builtins.str = ...,
value: feast.types.Value_pb2.Value | None = ...,
value: _feast_types_Value_pb2.Value | None = ...,
) -> None: ...
def HasField(self, field_name: typing_extensions.Literal["value", b"value"]) -> builtins.bool: ...
def ClearField(self, field_name: typing_extensions.Literal["key", b"key", "value", b"value"]) -> None: ...
Expand All @@ -155,13 +155,13 @@ class GetOnlineFeaturesRequestV2(google.protobuf.message.Message):
together with maxAge, to determine feature staleness.
"""
@property
def fields(self) -> google.protobuf.internal.containers.MessageMap[builtins.str, feast.types.Value_pb2.Value]:
def fields(self) -> google.protobuf.internal.containers.MessageMap[builtins.str, _feast_types_Value_pb2.Value]:
"""Map containing mapping of entity name to entity value."""
def __init__(
self,
*,
timestamp: google.protobuf.timestamp_pb2.Timestamp | None = ...,
fields: collections.abc.Mapping[builtins.str, feast.types.Value_pb2.Value] | None = ...,
fields: collections.abc.Mapping[builtins.str, _feast_types_Value_pb2.Value] | None = ...,
) -> None: ...
def HasField(self, field_name: typing_extensions.Literal["timestamp", b"timestamp"]) -> builtins.bool: ...
def ClearField(self, field_name: typing_extensions.Literal["fields", b"fields", "timestamp", b"timestamp"]) -> None: ...
Expand Down Expand Up @@ -221,12 +221,12 @@ class GetOnlineFeaturesRequest(google.protobuf.message.Message):
VALUE_FIELD_NUMBER: builtins.int
key: builtins.str
@property
def value(self) -> feast.types.Value_pb2.RepeatedValue: ...
def value(self) -> _feast_types_Value_pb2.RepeatedValue: ...
def __init__(
self,
*,
key: builtins.str = ...,
value: feast.types.Value_pb2.RepeatedValue | None = ...,
value: _feast_types_Value_pb2.RepeatedValue | None = ...,
) -> None: ...
def HasField(self, field_name: typing_extensions.Literal["value", b"value"]) -> builtins.bool: ...
def ClearField(self, field_name: typing_extensions.Literal["key", b"key", "value", b"value"]) -> None: ...
Expand All @@ -238,12 +238,12 @@ class GetOnlineFeaturesRequest(google.protobuf.message.Message):
VALUE_FIELD_NUMBER: builtins.int
key: builtins.str
@property
def value(self) -> feast.types.Value_pb2.RepeatedValue: ...
def value(self) -> _feast_types_Value_pb2.RepeatedValue: ...
def __init__(
self,
*,
key: builtins.str = ...,
value: feast.types.Value_pb2.RepeatedValue | None = ...,
value: _feast_types_Value_pb2.RepeatedValue | None = ...,
) -> None: ...
def HasField(self, field_name: typing_extensions.Literal["value", b"value"]) -> builtins.bool: ...
def ClearField(self, field_name: typing_extensions.Literal["key", b"key", "value", b"value"]) -> None: ...
Expand All @@ -258,13 +258,13 @@ class GetOnlineFeaturesRequest(google.protobuf.message.Message):
@property
def features(self) -> global___FeatureList: ...
@property
def entities(self) -> google.protobuf.internal.containers.MessageMap[builtins.str, feast.types.Value_pb2.RepeatedValue]:
def entities(self) -> google.protobuf.internal.containers.MessageMap[builtins.str, _feast_types_Value_pb2.RepeatedValue]:
"""The entity data is specified in a columnar format
A map of entity name -> list of values
"""
full_feature_names: builtins.bool
@property
def request_context(self) -> google.protobuf.internal.containers.MessageMap[builtins.str, feast.types.Value_pb2.RepeatedValue]:
def request_context(self) -> google.protobuf.internal.containers.MessageMap[builtins.str, _feast_types_Value_pb2.RepeatedValue]:
"""Context for OnDemand Feature Transformation
(was moved to dedicated parameter to avoid unnecessary separation logic on serving side)
A map of variable name -> list of values
Expand All @@ -276,9 +276,9 @@ class GetOnlineFeaturesRequest(google.protobuf.message.Message):
*,
feature_service: builtins.str = ...,
features: global___FeatureList | None = ...,
entities: collections.abc.Mapping[builtins.str, feast.types.Value_pb2.RepeatedValue] | None = ...,
entities: collections.abc.Mapping[builtins.str, _feast_types_Value_pb2.RepeatedValue] | None = ...,
full_feature_names: builtins.bool = ...,
request_context: collections.abc.Mapping[builtins.str, feast.types.Value_pb2.RepeatedValue] | None = ...,
request_context: collections.abc.Mapping[builtins.str, _feast_types_Value_pb2.RepeatedValue] | None = ...,
include_feature_view_version_metadata: builtins.bool = ...,
) -> None: ...
def HasField(self, field_name: typing_extensions.Literal["feature_service", b"feature_service", "features", b"features", "kind", b"kind"]) -> builtins.bool: ...
Expand All @@ -297,15 +297,15 @@ class GetOnlineFeaturesResponse(google.protobuf.message.Message):
STATUSES_FIELD_NUMBER: builtins.int
EVENT_TIMESTAMPS_FIELD_NUMBER: builtins.int
@property
def values(self) -> google.protobuf.internal.containers.RepeatedCompositeFieldContainer[feast.types.Value_pb2.Value]: ...
def values(self) -> google.protobuf.internal.containers.RepeatedCompositeFieldContainer[_feast_types_Value_pb2.Value]: ...
@property
def statuses(self) -> google.protobuf.internal.containers.RepeatedScalarFieldContainer[global___FieldStatus.ValueType]: ...
@property
def event_timestamps(self) -> google.protobuf.internal.containers.RepeatedCompositeFieldContainer[google.protobuf.timestamp_pb2.Timestamp]: ...
def __init__(
self,
*,
values: collections.abc.Iterable[feast.types.Value_pb2.Value] | None = ...,
values: collections.abc.Iterable[_feast_types_Value_pb2.Value] | None = ...,
statuses: collections.abc.Iterable[global___FieldStatus.ValueType] | None = ...,
event_timestamps: collections.abc.Iterable[google.protobuf.timestamp_pb2.Timestamp] | None = ...,
) -> None: ...
Expand Down
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