From 30cce00a2a1770764d9e7717b16886b78e80bed7 Mon Sep 17 00:00:00 2001 From: Gerard Casas Saez Date: Mon, 15 Nov 2021 12:18:36 -0700 Subject: [PATCH 1/2] remove tensorflow-metadata folders Signed-off-by: Gerard Casas Saez --- sdk/python/setup.py | 2 +- sdk/python/tensorflow_metadata/__init__.py | 0 .../tensorflow_metadata/proto/__init__.py | 0 .../tensorflow_metadata/proto/v0/__init__.py | 0 .../tensorflow_metadata/proto/v0/path_pb2.py | 71 - .../tensorflow_metadata/proto/v0/path_pb2.pyi | 46 - .../proto/v0/schema_pb2.py | 2331 ----------------- .../proto/v0/schema_pb2.pyi | 786 ------ .../proto/v0/statistics_pb2.py | 1754 ------------- .../proto/v0/statistics_pb2.pyi | 593 ----- 10 files changed, 1 insertion(+), 5582 deletions(-) delete mode 100644 sdk/python/tensorflow_metadata/__init__.py delete mode 100644 sdk/python/tensorflow_metadata/proto/__init__.py delete mode 100644 sdk/python/tensorflow_metadata/proto/v0/__init__.py delete mode 100644 sdk/python/tensorflow_metadata/proto/v0/path_pb2.py delete mode 100644 sdk/python/tensorflow_metadata/proto/v0/path_pb2.pyi delete mode 100644 sdk/python/tensorflow_metadata/proto/v0/schema_pb2.py delete mode 100644 sdk/python/tensorflow_metadata/proto/v0/schema_pb2.pyi delete mode 100644 sdk/python/tensorflow_metadata/proto/v0/statistics_pb2.py delete mode 100644 sdk/python/tensorflow_metadata/proto/v0/statistics_pb2.pyi diff --git a/sdk/python/setup.py b/sdk/python/setup.py index 58ae08e6ff..43e3d0cd4f 100644 --- a/sdk/python/setup.py +++ b/sdk/python/setup.py @@ -65,6 +65,7 @@ "fastapi>=0.68.0", "uvicorn[standard]>=0.14.0", "proto-plus<1.19.7", + "tensorflow-metadata>=1.0.0<2.0.0", ] GCP_REQUIRED = [ @@ -236,7 +237,6 @@ def run(self): "protos/feast/third_party/grpc/health/v1/*.proto", "protos/tensorflow_metadata/proto/v0/*.proto", "feast/protos/feast/**/*.py", - "tensorflow_metadata/proto/v0/*.py" ], }, cmdclass={ diff --git a/sdk/python/tensorflow_metadata/__init__.py b/sdk/python/tensorflow_metadata/__init__.py deleted file mode 100644 index e69de29bb2..0000000000 diff --git a/sdk/python/tensorflow_metadata/proto/__init__.py b/sdk/python/tensorflow_metadata/proto/__init__.py deleted file mode 100644 index e69de29bb2..0000000000 diff --git a/sdk/python/tensorflow_metadata/proto/v0/__init__.py b/sdk/python/tensorflow_metadata/proto/v0/__init__.py deleted file mode 100644 index e69de29bb2..0000000000 diff --git a/sdk/python/tensorflow_metadata/proto/v0/path_pb2.py b/sdk/python/tensorflow_metadata/proto/v0/path_pb2.py deleted file mode 100644 index 4b6dec828c..0000000000 --- a/sdk/python/tensorflow_metadata/proto/v0/path_pb2.py +++ /dev/null @@ -1,71 +0,0 @@ -# -*- coding: utf-8 -*- -# Generated by the protocol buffer compiler. DO NOT EDIT! -# source: tensorflow_metadata/proto/v0/path.proto -"""Generated protocol buffer code.""" -from google.protobuf import descriptor as _descriptor -from google.protobuf import message as _message -from google.protobuf import reflection as _reflection -from google.protobuf import symbol_database as _symbol_database -# @@protoc_insertion_point(imports) - -_sym_db = _symbol_database.Default() - - - - -DESCRIPTOR = _descriptor.FileDescriptor( - name='tensorflow_metadata/proto/v0/path.proto', - package='tensorflow.metadata.v0', - syntax='proto2', - serialized_options=b'\n\032org.tensorflow.metadata.v0P\001ZEgithub.com/feast-dev/feast/sdk/go/protos/tensorflow_metadata/proto/v0\370\001\001', - create_key=_descriptor._internal_create_key, - serialized_pb=b'\n\'tensorflow_metadata/proto/v0/path.proto\x12\x16tensorflow.metadata.v0\"\x14\n\x04Path\x12\x0c\n\x04step\x18\x01 \x03(\tBh\n\x1aorg.tensorflow.metadata.v0P\x01ZEgithub.com/feast-dev/feast/sdk/go/protos/tensorflow_metadata/proto/v0\xf8\x01\x01' -) - - - - -_PATH = _descriptor.Descriptor( - name='Path', - full_name='tensorflow.metadata.v0.Path', - filename=None, - file=DESCRIPTOR, - containing_type=None, - create_key=_descriptor._internal_create_key, - fields=[ - _descriptor.FieldDescriptor( - name='step', full_name='tensorflow.metadata.v0.Path.step', index=0, - number=1, type=9, cpp_type=9, label=3, - has_default_value=False, default_value=[], - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - ], - extensions=[ - ], - nested_types=[], - enum_types=[ - ], - serialized_options=None, - is_extendable=False, - syntax='proto2', - extension_ranges=[], - oneofs=[ - ], - serialized_start=67, - serialized_end=87, -) - -DESCRIPTOR.message_types_by_name['Path'] = _PATH -_sym_db.RegisterFileDescriptor(DESCRIPTOR) - -Path = _reflection.GeneratedProtocolMessageType('Path', (_message.Message,), { - 'DESCRIPTOR' : _PATH, - '__module__' : 'tensorflow_metadata.proto.v0.path_pb2' - # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.Path) - }) -_sym_db.RegisterMessage(Path) - - -DESCRIPTOR._options = None -# @@protoc_insertion_point(module_scope) diff --git a/sdk/python/tensorflow_metadata/proto/v0/path_pb2.pyi b/sdk/python/tensorflow_metadata/proto/v0/path_pb2.pyi deleted file mode 100644 index 82fccfa5fa..0000000000 --- a/sdk/python/tensorflow_metadata/proto/v0/path_pb2.pyi +++ /dev/null @@ -1,46 +0,0 @@ -""" -@generated by mypy-protobuf. Do not edit manually! -isort:skip_file -""" -from google.protobuf.descriptor import ( - Descriptor as google___protobuf___descriptor___Descriptor, - FileDescriptor as google___protobuf___descriptor___FileDescriptor, -) - -from google.protobuf.internal.containers import ( - RepeatedScalarFieldContainer as google___protobuf___internal___containers___RepeatedScalarFieldContainer, -) - -from google.protobuf.message import ( - Message as google___protobuf___message___Message, -) - -from typing import ( - Iterable as typing___Iterable, - Optional as typing___Optional, - Text as typing___Text, -) - -from typing_extensions import ( - Literal as typing_extensions___Literal, -) - - -builtin___bool = bool -builtin___bytes = bytes -builtin___float = float -builtin___int = int - - -DESCRIPTOR: google___protobuf___descriptor___FileDescriptor = ... - -class Path(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - step: google___protobuf___internal___containers___RepeatedScalarFieldContainer[typing___Text] = ... - - def __init__(self, - *, - step : typing___Optional[typing___Iterable[typing___Text]] = None, - ) -> None: ... - def ClearField(self, field_name: typing_extensions___Literal[u"step",b"step"]) -> None: ... -type___Path = Path diff --git a/sdk/python/tensorflow_metadata/proto/v0/schema_pb2.py b/sdk/python/tensorflow_metadata/proto/v0/schema_pb2.py deleted file mode 100644 index d3bfc50616..0000000000 --- a/sdk/python/tensorflow_metadata/proto/v0/schema_pb2.py +++ /dev/null @@ -1,2331 +0,0 @@ -# -*- coding: utf-8 -*- -# Generated by the protocol buffer compiler. 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_descriptor.FieldDescriptor( - name='value', full_name='tensorflow.metadata.v0.TensorRepresentationGroup.TensorRepresentationEntry.value', index=1, - number=2, type=11, cpp_type=10, label=1, - has_default_value=False, default_value=None, - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - ], - extensions=[ - ], - nested_types=[], - enum_types=[ - ], - serialized_options=b'8\001', - is_extendable=False, - syntax='proto2', - extension_ranges=[], - oneofs=[ - ], - serialized_start=5758, - serialized_end=5863, -) - -_TENSORREPRESENTATIONGROUP = _descriptor.Descriptor( - name='TensorRepresentationGroup', - full_name='tensorflow.metadata.v0.TensorRepresentationGroup', - filename=None, - file=DESCRIPTOR, - containing_type=None, - create_key=_descriptor._internal_create_key, - fields=[ - _descriptor.FieldDescriptor( - name='tensor_representation', full_name='tensorflow.metadata.v0.TensorRepresentationGroup.tensor_representation', index=0, - number=1, type=11, cpp_type=10, label=3, - has_default_value=False, default_value=[], - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - ], - extensions=[ - ], - nested_types=[_TENSORREPRESENTATIONGROUP_TENSORREPRESENTATIONENTRY, ], - enum_types=[ - ], - serialized_options=None, - is_extendable=False, - syntax='proto2', - extension_ranges=[], - oneofs=[ - ], - serialized_start=5621, - serialized_end=5863, -) - -_SCHEMA_TENSORREPRESENTATIONGROUPENTRY.fields_by_name['value'].message_type = _TENSORREPRESENTATIONGROUP -_SCHEMA_TENSORREPRESENTATIONGROUPENTRY.containing_type = _SCHEMA -_SCHEMA.fields_by_name['feature'].message_type = _FEATURE -_SCHEMA.fields_by_name['sparse_feature'].message_type = _SPARSEFEATURE -_SCHEMA.fields_by_name['weighted_feature'].message_type = _WEIGHTEDFEATURE -_SCHEMA.fields_by_name['string_domain'].message_type = _STRINGDOMAIN -_SCHEMA.fields_by_name['float_domain'].message_type = _FLOATDOMAIN -_SCHEMA.fields_by_name['int_domain'].message_type = _INTDOMAIN -_SCHEMA.fields_by_name['annotation'].message_type = _ANNOTATION -_SCHEMA.fields_by_name['dataset_constraints'].message_type = _DATASETCONSTRAINTS -_SCHEMA.fields_by_name['tensor_representation_group'].message_type = _SCHEMA_TENSORREPRESENTATIONGROUPENTRY -_FEATURE.fields_by_name['presence'].message_type = _FEATUREPRESENCE -_FEATURE.fields_by_name['group_presence'].message_type = _FEATUREPRESENCEWITHINGROUP -_FEATURE.fields_by_name['shape'].message_type = _FIXEDSHAPE -_FEATURE.fields_by_name['value_count'].message_type = _VALUECOUNT -_FEATURE.fields_by_name['type'].enum_type = _FEATURETYPE -_FEATURE.fields_by_name['int_domain'].message_type = _INTDOMAIN -_FEATURE.fields_by_name['float_domain'].message_type = _FLOATDOMAIN -_FEATURE.fields_by_name['string_domain'].message_type = _STRINGDOMAIN -_FEATURE.fields_by_name['bool_domain'].message_type = _BOOLDOMAIN -_FEATURE.fields_by_name['struct_domain'].message_type = _STRUCTDOMAIN -_FEATURE.fields_by_name['natural_language_domain'].message_type = _NATURALLANGUAGEDOMAIN -_FEATURE.fields_by_name['image_domain'].message_type = _IMAGEDOMAIN -_FEATURE.fields_by_name['mid_domain'].message_type = _MIDDOMAIN -_FEATURE.fields_by_name['url_domain'].message_type = _URLDOMAIN -_FEATURE.fields_by_name['time_domain'].message_type = _TIMEDOMAIN -_FEATURE.fields_by_name['time_of_day_domain'].message_type = _TIMEOFDAYDOMAIN -_FEATURE.fields_by_name['distribution_constraints'].message_type = _DISTRIBUTIONCONSTRAINTS -_FEATURE.fields_by_name['annotation'].message_type = _ANNOTATION -_FEATURE.fields_by_name['skew_comparator'].message_type = _FEATURECOMPARATOR -_FEATURE.fields_by_name['drift_comparator'].message_type = _FEATURECOMPARATOR -_FEATURE.fields_by_name['lifecycle_stage'].enum_type = _LIFECYCLESTAGE -_FEATURE.oneofs_by_name['presence_constraints'].fields.append( - _FEATURE.fields_by_name['presence']) -_FEATURE.fields_by_name['presence'].containing_oneof = _FEATURE.oneofs_by_name['presence_constraints'] -_FEATURE.oneofs_by_name['presence_constraints'].fields.append( - _FEATURE.fields_by_name['group_presence']) -_FEATURE.fields_by_name['group_presence'].containing_oneof = _FEATURE.oneofs_by_name['presence_constraints'] -_FEATURE.oneofs_by_name['shape_type'].fields.append( - _FEATURE.fields_by_name['shape']) -_FEATURE.fields_by_name['shape'].containing_oneof = _FEATURE.oneofs_by_name['shape_type'] -_FEATURE.oneofs_by_name['shape_type'].fields.append( - _FEATURE.fields_by_name['value_count']) -_FEATURE.fields_by_name['value_count'].containing_oneof = _FEATURE.oneofs_by_name['shape_type'] -_FEATURE.oneofs_by_name['domain_info'].fields.append( - _FEATURE.fields_by_name['domain']) -_FEATURE.fields_by_name['domain'].containing_oneof = _FEATURE.oneofs_by_name['domain_info'] -_FEATURE.oneofs_by_name['domain_info'].fields.append( - _FEATURE.fields_by_name['int_domain']) -_FEATURE.fields_by_name['int_domain'].containing_oneof = _FEATURE.oneofs_by_name['domain_info'] -_FEATURE.oneofs_by_name['domain_info'].fields.append( - _FEATURE.fields_by_name['float_domain']) -_FEATURE.fields_by_name['float_domain'].containing_oneof = _FEATURE.oneofs_by_name['domain_info'] -_FEATURE.oneofs_by_name['domain_info'].fields.append( - _FEATURE.fields_by_name['string_domain']) -_FEATURE.fields_by_name['string_domain'].containing_oneof = _FEATURE.oneofs_by_name['domain_info'] -_FEATURE.oneofs_by_name['domain_info'].fields.append( - _FEATURE.fields_by_name['bool_domain']) -_FEATURE.fields_by_name['bool_domain'].containing_oneof = _FEATURE.oneofs_by_name['domain_info'] -_FEATURE.oneofs_by_name['domain_info'].fields.append( - _FEATURE.fields_by_name['struct_domain']) -_FEATURE.fields_by_name['struct_domain'].containing_oneof = _FEATURE.oneofs_by_name['domain_info'] -_FEATURE.oneofs_by_name['domain_info'].fields.append( - _FEATURE.fields_by_name['natural_language_domain']) -_FEATURE.fields_by_name['natural_language_domain'].containing_oneof = _FEATURE.oneofs_by_name['domain_info'] -_FEATURE.oneofs_by_name['domain_info'].fields.append( - _FEATURE.fields_by_name['image_domain']) -_FEATURE.fields_by_name['image_domain'].containing_oneof = _FEATURE.oneofs_by_name['domain_info'] -_FEATURE.oneofs_by_name['domain_info'].fields.append( - _FEATURE.fields_by_name['mid_domain']) -_FEATURE.fields_by_name['mid_domain'].containing_oneof = _FEATURE.oneofs_by_name['domain_info'] -_FEATURE.oneofs_by_name['domain_info'].fields.append( - _FEATURE.fields_by_name['url_domain']) -_FEATURE.fields_by_name['url_domain'].containing_oneof = _FEATURE.oneofs_by_name['domain_info'] -_FEATURE.oneofs_by_name['domain_info'].fields.append( - _FEATURE.fields_by_name['time_domain']) -_FEATURE.fields_by_name['time_domain'].containing_oneof = _FEATURE.oneofs_by_name['domain_info'] -_FEATURE.oneofs_by_name['domain_info'].fields.append( - _FEATURE.fields_by_name['time_of_day_domain']) -_FEATURE.fields_by_name['time_of_day_domain'].containing_oneof = _FEATURE.oneofs_by_name['domain_info'] -_ANNOTATION.fields_by_name['extra_metadata'].message_type = google_dot_protobuf_dot_any__pb2._ANY -_DATASETCONSTRAINTS.fields_by_name['num_examples_drift_comparator'].message_type = _NUMERICVALUECOMPARATOR -_DATASETCONSTRAINTS.fields_by_name['num_examples_version_comparator'].message_type = _NUMERICVALUECOMPARATOR -_FIXEDSHAPE_DIM.containing_type = _FIXEDSHAPE -_FIXEDSHAPE.fields_by_name['dim'].message_type = _FIXEDSHAPE_DIM -_WEIGHTEDFEATURE.fields_by_name['feature'].message_type = tensorflow__metadata_dot_proto_dot_v0_dot_path__pb2._PATH -_WEIGHTEDFEATURE.fields_by_name['weight_feature'].message_type = tensorflow__metadata_dot_proto_dot_v0_dot_path__pb2._PATH -_WEIGHTEDFEATURE.fields_by_name['lifecycle_stage'].enum_type = _LIFECYCLESTAGE -_SPARSEFEATURE_INDEXFEATURE.containing_type = _SPARSEFEATURE -_SPARSEFEATURE_VALUEFEATURE.containing_type = _SPARSEFEATURE -_SPARSEFEATURE.fields_by_name['lifecycle_stage'].enum_type = _LIFECYCLESTAGE -_SPARSEFEATURE.fields_by_name['presence'].message_type = _FEATUREPRESENCE -_SPARSEFEATURE.fields_by_name['dense_shape'].message_type = _FIXEDSHAPE -_SPARSEFEATURE.fields_by_name['index_feature'].message_type = _SPARSEFEATURE_INDEXFEATURE -_SPARSEFEATURE.fields_by_name['value_feature'].message_type = _SPARSEFEATURE_VALUEFEATURE -_SPARSEFEATURE.fields_by_name['type'].enum_type = _FEATURETYPE -_STRUCTDOMAIN.fields_by_name['feature'].message_type = _FEATURE -_STRUCTDOMAIN.fields_by_name['sparse_feature'].message_type = _SPARSEFEATURE -_TIMEDOMAIN.fields_by_name['integer_format'].enum_type = _TIMEDOMAIN_INTEGERTIMEFORMAT -_TIMEDOMAIN_INTEGERTIMEFORMAT.containing_type = _TIMEDOMAIN -_TIMEDOMAIN.oneofs_by_name['format'].fields.append( - _TIMEDOMAIN.fields_by_name['string_format']) -_TIMEDOMAIN.fields_by_name['string_format'].containing_oneof = _TIMEDOMAIN.oneofs_by_name['format'] -_TIMEDOMAIN.oneofs_by_name['format'].fields.append( - _TIMEDOMAIN.fields_by_name['integer_format']) -_TIMEDOMAIN.fields_by_name['integer_format'].containing_oneof = _TIMEDOMAIN.oneofs_by_name['format'] -_TIMEOFDAYDOMAIN.fields_by_name['integer_format'].enum_type = _TIMEOFDAYDOMAIN_INTEGERTIMEOFDAYFORMAT -_TIMEOFDAYDOMAIN_INTEGERTIMEOFDAYFORMAT.containing_type = _TIMEOFDAYDOMAIN -_TIMEOFDAYDOMAIN.oneofs_by_name['format'].fields.append( - _TIMEOFDAYDOMAIN.fields_by_name['string_format']) -_TIMEOFDAYDOMAIN.fields_by_name['string_format'].containing_oneof = _TIMEOFDAYDOMAIN.oneofs_by_name['format'] -_TIMEOFDAYDOMAIN.oneofs_by_name['format'].fields.append( - _TIMEOFDAYDOMAIN.fields_by_name['integer_format']) -_TIMEOFDAYDOMAIN.fields_by_name['integer_format'].containing_oneof = _TIMEOFDAYDOMAIN.oneofs_by_name['format'] -_FEATURECOMPARATOR.fields_by_name['infinity_norm'].message_type = _INFINITYNORM -_TENSORREPRESENTATION_DEFAULTVALUE.containing_type = _TENSORREPRESENTATION -_TENSORREPRESENTATION_DEFAULTVALUE.oneofs_by_name['kind'].fields.append( - _TENSORREPRESENTATION_DEFAULTVALUE.fields_by_name['float_value']) -_TENSORREPRESENTATION_DEFAULTVALUE.fields_by_name['float_value'].containing_oneof = _TENSORREPRESENTATION_DEFAULTVALUE.oneofs_by_name['kind'] -_TENSORREPRESENTATION_DEFAULTVALUE.oneofs_by_name['kind'].fields.append( - _TENSORREPRESENTATION_DEFAULTVALUE.fields_by_name['int_value']) -_TENSORREPRESENTATION_DEFAULTVALUE.fields_by_name['int_value'].containing_oneof = _TENSORREPRESENTATION_DEFAULTVALUE.oneofs_by_name['kind'] -_TENSORREPRESENTATION_DEFAULTVALUE.oneofs_by_name['kind'].fields.append( - _TENSORREPRESENTATION_DEFAULTVALUE.fields_by_name['bytes_value']) -_TENSORREPRESENTATION_DEFAULTVALUE.fields_by_name['bytes_value'].containing_oneof = _TENSORREPRESENTATION_DEFAULTVALUE.oneofs_by_name['kind'] -_TENSORREPRESENTATION_DEFAULTVALUE.oneofs_by_name['kind'].fields.append( - _TENSORREPRESENTATION_DEFAULTVALUE.fields_by_name['uint_value']) -_TENSORREPRESENTATION_DEFAULTVALUE.fields_by_name['uint_value'].containing_oneof = _TENSORREPRESENTATION_DEFAULTVALUE.oneofs_by_name['kind'] -_TENSORREPRESENTATION_DENSETENSOR.fields_by_name['shape'].message_type = _FIXEDSHAPE -_TENSORREPRESENTATION_DENSETENSOR.fields_by_name['default_value'].message_type = _TENSORREPRESENTATION_DEFAULTVALUE -_TENSORREPRESENTATION_DENSETENSOR.containing_type = _TENSORREPRESENTATION -_TENSORREPRESENTATION_VARLENSPARSETENSOR.containing_type = _TENSORREPRESENTATION -_TENSORREPRESENTATION_SPARSETENSOR.fields_by_name['dense_shape'].message_type = _FIXEDSHAPE -_TENSORREPRESENTATION_SPARSETENSOR.containing_type = _TENSORREPRESENTATION -_TENSORREPRESENTATION.fields_by_name['dense_tensor'].message_type = _TENSORREPRESENTATION_DENSETENSOR -_TENSORREPRESENTATION.fields_by_name['varlen_sparse_tensor'].message_type = _TENSORREPRESENTATION_VARLENSPARSETENSOR -_TENSORREPRESENTATION.fields_by_name['sparse_tensor'].message_type = _TENSORREPRESENTATION_SPARSETENSOR -_TENSORREPRESENTATION.oneofs_by_name['kind'].fields.append( - _TENSORREPRESENTATION.fields_by_name['dense_tensor']) -_TENSORREPRESENTATION.fields_by_name['dense_tensor'].containing_oneof = _TENSORREPRESENTATION.oneofs_by_name['kind'] -_TENSORREPRESENTATION.oneofs_by_name['kind'].fields.append( - _TENSORREPRESENTATION.fields_by_name['varlen_sparse_tensor']) -_TENSORREPRESENTATION.fields_by_name['varlen_sparse_tensor'].containing_oneof = _TENSORREPRESENTATION.oneofs_by_name['kind'] -_TENSORREPRESENTATION.oneofs_by_name['kind'].fields.append( - _TENSORREPRESENTATION.fields_by_name['sparse_tensor']) -_TENSORREPRESENTATION.fields_by_name['sparse_tensor'].containing_oneof = _TENSORREPRESENTATION.oneofs_by_name['kind'] -_TENSORREPRESENTATIONGROUP_TENSORREPRESENTATIONENTRY.fields_by_name['value'].message_type = _TENSORREPRESENTATION -_TENSORREPRESENTATIONGROUP_TENSORREPRESENTATIONENTRY.containing_type = _TENSORREPRESENTATIONGROUP -_TENSORREPRESENTATIONGROUP.fields_by_name['tensor_representation'].message_type = _TENSORREPRESENTATIONGROUP_TENSORREPRESENTATIONENTRY -DESCRIPTOR.message_types_by_name['Schema'] = _SCHEMA -DESCRIPTOR.message_types_by_name['Feature'] = _FEATURE -DESCRIPTOR.message_types_by_name['Annotation'] = _ANNOTATION -DESCRIPTOR.message_types_by_name['NumericValueComparator'] = _NUMERICVALUECOMPARATOR -DESCRIPTOR.message_types_by_name['DatasetConstraints'] = _DATASETCONSTRAINTS -DESCRIPTOR.message_types_by_name['FixedShape'] = _FIXEDSHAPE -DESCRIPTOR.message_types_by_name['ValueCount'] = _VALUECOUNT -DESCRIPTOR.message_types_by_name['WeightedFeature'] = _WEIGHTEDFEATURE -DESCRIPTOR.message_types_by_name['SparseFeature'] = _SPARSEFEATURE -DESCRIPTOR.message_types_by_name['DistributionConstraints'] = _DISTRIBUTIONCONSTRAINTS -DESCRIPTOR.message_types_by_name['IntDomain'] = _INTDOMAIN -DESCRIPTOR.message_types_by_name['FloatDomain'] = _FLOATDOMAIN -DESCRIPTOR.message_types_by_name['StructDomain'] = _STRUCTDOMAIN -DESCRIPTOR.message_types_by_name['StringDomain'] = _STRINGDOMAIN -DESCRIPTOR.message_types_by_name['BoolDomain'] = _BOOLDOMAIN -DESCRIPTOR.message_types_by_name['NaturalLanguageDomain'] = _NATURALLANGUAGEDOMAIN -DESCRIPTOR.message_types_by_name['ImageDomain'] = _IMAGEDOMAIN -DESCRIPTOR.message_types_by_name['MIDDomain'] = _MIDDOMAIN -DESCRIPTOR.message_types_by_name['URLDomain'] = _URLDOMAIN -DESCRIPTOR.message_types_by_name['TimeDomain'] = _TIMEDOMAIN -DESCRIPTOR.message_types_by_name['TimeOfDayDomain'] = _TIMEOFDAYDOMAIN -DESCRIPTOR.message_types_by_name['FeaturePresence'] = _FEATUREPRESENCE -DESCRIPTOR.message_types_by_name['FeaturePresenceWithinGroup'] = _FEATUREPRESENCEWITHINGROUP -DESCRIPTOR.message_types_by_name['InfinityNorm'] = _INFINITYNORM -DESCRIPTOR.message_types_by_name['FeatureComparator'] = _FEATURECOMPARATOR -DESCRIPTOR.message_types_by_name['TensorRepresentation'] = _TENSORREPRESENTATION -DESCRIPTOR.message_types_by_name['TensorRepresentationGroup'] = _TENSORREPRESENTATIONGROUP -DESCRIPTOR.enum_types_by_name['LifecycleStage'] = _LIFECYCLESTAGE -DESCRIPTOR.enum_types_by_name['FeatureType'] = _FEATURETYPE -_sym_db.RegisterFileDescriptor(DESCRIPTOR) - -Schema = _reflection.GeneratedProtocolMessageType('Schema', (_message.Message,), { - - 'TensorRepresentationGroupEntry' : _reflection.GeneratedProtocolMessageType('TensorRepresentationGroupEntry', (_message.Message,), { - 'DESCRIPTOR' : _SCHEMA_TENSORREPRESENTATIONGROUPENTRY, - '__module__' : 'tensorflow_metadata.proto.v0.schema_pb2' - # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.Schema.TensorRepresentationGroupEntry) - }) - , - 'DESCRIPTOR' : _SCHEMA, - '__module__' : 'tensorflow_metadata.proto.v0.schema_pb2' - # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.Schema) - }) -_sym_db.RegisterMessage(Schema) -_sym_db.RegisterMessage(Schema.TensorRepresentationGroupEntry) - -Feature = _reflection.GeneratedProtocolMessageType('Feature', (_message.Message,), { - 'DESCRIPTOR' : _FEATURE, - '__module__' : 'tensorflow_metadata.proto.v0.schema_pb2' - # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.Feature) - }) -_sym_db.RegisterMessage(Feature) - -Annotation = _reflection.GeneratedProtocolMessageType('Annotation', (_message.Message,), { - 'DESCRIPTOR' : _ANNOTATION, - '__module__' : 'tensorflow_metadata.proto.v0.schema_pb2' - # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.Annotation) - }) -_sym_db.RegisterMessage(Annotation) - -NumericValueComparator = _reflection.GeneratedProtocolMessageType('NumericValueComparator', (_message.Message,), { - 'DESCRIPTOR' : _NUMERICVALUECOMPARATOR, - '__module__' : 'tensorflow_metadata.proto.v0.schema_pb2' - # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.NumericValueComparator) - }) -_sym_db.RegisterMessage(NumericValueComparator) - -DatasetConstraints = _reflection.GeneratedProtocolMessageType('DatasetConstraints', (_message.Message,), { - 'DESCRIPTOR' : _DATASETCONSTRAINTS, - '__module__' : 'tensorflow_metadata.proto.v0.schema_pb2' - # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.DatasetConstraints) - }) -_sym_db.RegisterMessage(DatasetConstraints) - -FixedShape = _reflection.GeneratedProtocolMessageType('FixedShape', (_message.Message,), { - - 'Dim' : _reflection.GeneratedProtocolMessageType('Dim', (_message.Message,), { - 'DESCRIPTOR' : _FIXEDSHAPE_DIM, - '__module__' : 'tensorflow_metadata.proto.v0.schema_pb2' - # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.FixedShape.Dim) - }) - , - 'DESCRIPTOR' : _FIXEDSHAPE, - '__module__' : 'tensorflow_metadata.proto.v0.schema_pb2' - # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.FixedShape) - }) -_sym_db.RegisterMessage(FixedShape) -_sym_db.RegisterMessage(FixedShape.Dim) - -ValueCount = _reflection.GeneratedProtocolMessageType('ValueCount', (_message.Message,), { - 'DESCRIPTOR' : _VALUECOUNT, - '__module__' : 'tensorflow_metadata.proto.v0.schema_pb2' - # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.ValueCount) - }) -_sym_db.RegisterMessage(ValueCount) - -WeightedFeature = _reflection.GeneratedProtocolMessageType('WeightedFeature', (_message.Message,), { - 'DESCRIPTOR' : _WEIGHTEDFEATURE, - '__module__' : 'tensorflow_metadata.proto.v0.schema_pb2' - # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.WeightedFeature) - }) -_sym_db.RegisterMessage(WeightedFeature) - -SparseFeature = _reflection.GeneratedProtocolMessageType('SparseFeature', (_message.Message,), { - - 'IndexFeature' : _reflection.GeneratedProtocolMessageType('IndexFeature', (_message.Message,), { - 'DESCRIPTOR' : _SPARSEFEATURE_INDEXFEATURE, - '__module__' : 'tensorflow_metadata.proto.v0.schema_pb2' - # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.SparseFeature.IndexFeature) - }) - , - - 'ValueFeature' : _reflection.GeneratedProtocolMessageType('ValueFeature', (_message.Message,), { - 'DESCRIPTOR' : _SPARSEFEATURE_VALUEFEATURE, - '__module__' : 'tensorflow_metadata.proto.v0.schema_pb2' - # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.SparseFeature.ValueFeature) - }) - , - 'DESCRIPTOR' : _SPARSEFEATURE, - '__module__' : 'tensorflow_metadata.proto.v0.schema_pb2' - # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.SparseFeature) - }) -_sym_db.RegisterMessage(SparseFeature) -_sym_db.RegisterMessage(SparseFeature.IndexFeature) -_sym_db.RegisterMessage(SparseFeature.ValueFeature) - -DistributionConstraints = _reflection.GeneratedProtocolMessageType('DistributionConstraints', (_message.Message,), { - 'DESCRIPTOR' : _DISTRIBUTIONCONSTRAINTS, - '__module__' : 'tensorflow_metadata.proto.v0.schema_pb2' - # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.DistributionConstraints) - }) -_sym_db.RegisterMessage(DistributionConstraints) - -IntDomain = _reflection.GeneratedProtocolMessageType('IntDomain', (_message.Message,), { - 'DESCRIPTOR' : _INTDOMAIN, - '__module__' : 'tensorflow_metadata.proto.v0.schema_pb2' - # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.IntDomain) - }) -_sym_db.RegisterMessage(IntDomain) - -FloatDomain = _reflection.GeneratedProtocolMessageType('FloatDomain', (_message.Message,), { - 'DESCRIPTOR' : _FLOATDOMAIN, - '__module__' : 'tensorflow_metadata.proto.v0.schema_pb2' - # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.FloatDomain) - }) -_sym_db.RegisterMessage(FloatDomain) - -StructDomain = _reflection.GeneratedProtocolMessageType('StructDomain', (_message.Message,), { - 'DESCRIPTOR' : _STRUCTDOMAIN, - '__module__' : 'tensorflow_metadata.proto.v0.schema_pb2' - # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.StructDomain) - }) -_sym_db.RegisterMessage(StructDomain) - -StringDomain = _reflection.GeneratedProtocolMessageType('StringDomain', (_message.Message,), { - 'DESCRIPTOR' : _STRINGDOMAIN, - '__module__' : 'tensorflow_metadata.proto.v0.schema_pb2' - # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.StringDomain) - }) -_sym_db.RegisterMessage(StringDomain) - -BoolDomain = _reflection.GeneratedProtocolMessageType('BoolDomain', (_message.Message,), { - 'DESCRIPTOR' : _BOOLDOMAIN, - '__module__' : 'tensorflow_metadata.proto.v0.schema_pb2' - # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.BoolDomain) - }) -_sym_db.RegisterMessage(BoolDomain) - -NaturalLanguageDomain = _reflection.GeneratedProtocolMessageType('NaturalLanguageDomain', (_message.Message,), { - 'DESCRIPTOR' : _NATURALLANGUAGEDOMAIN, - '__module__' : 'tensorflow_metadata.proto.v0.schema_pb2' - # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.NaturalLanguageDomain) - }) -_sym_db.RegisterMessage(NaturalLanguageDomain) - -ImageDomain = _reflection.GeneratedProtocolMessageType('ImageDomain', (_message.Message,), { - 'DESCRIPTOR' : _IMAGEDOMAIN, - '__module__' : 'tensorflow_metadata.proto.v0.schema_pb2' - # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.ImageDomain) - }) -_sym_db.RegisterMessage(ImageDomain) - -MIDDomain = _reflection.GeneratedProtocolMessageType('MIDDomain', (_message.Message,), { - 'DESCRIPTOR' : _MIDDOMAIN, - '__module__' : 'tensorflow_metadata.proto.v0.schema_pb2' - # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.MIDDomain) - }) -_sym_db.RegisterMessage(MIDDomain) - -URLDomain = _reflection.GeneratedProtocolMessageType('URLDomain', (_message.Message,), { - 'DESCRIPTOR' : _URLDOMAIN, - '__module__' : 'tensorflow_metadata.proto.v0.schema_pb2' - # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.URLDomain) - }) -_sym_db.RegisterMessage(URLDomain) - -TimeDomain = _reflection.GeneratedProtocolMessageType('TimeDomain', (_message.Message,), { - 'DESCRIPTOR' : _TIMEDOMAIN, - '__module__' : 'tensorflow_metadata.proto.v0.schema_pb2' - # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.TimeDomain) - }) -_sym_db.RegisterMessage(TimeDomain) - -TimeOfDayDomain = _reflection.GeneratedProtocolMessageType('TimeOfDayDomain', (_message.Message,), { - 'DESCRIPTOR' : _TIMEOFDAYDOMAIN, - '__module__' : 'tensorflow_metadata.proto.v0.schema_pb2' - # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.TimeOfDayDomain) - }) -_sym_db.RegisterMessage(TimeOfDayDomain) - -FeaturePresence = _reflection.GeneratedProtocolMessageType('FeaturePresence', (_message.Message,), { - 'DESCRIPTOR' : _FEATUREPRESENCE, - '__module__' : 'tensorflow_metadata.proto.v0.schema_pb2' - # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.FeaturePresence) - }) -_sym_db.RegisterMessage(FeaturePresence) - -FeaturePresenceWithinGroup = _reflection.GeneratedProtocolMessageType('FeaturePresenceWithinGroup', (_message.Message,), { - 'DESCRIPTOR' : _FEATUREPRESENCEWITHINGROUP, - '__module__' : 'tensorflow_metadata.proto.v0.schema_pb2' - # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.FeaturePresenceWithinGroup) - }) -_sym_db.RegisterMessage(FeaturePresenceWithinGroup) - -InfinityNorm = _reflection.GeneratedProtocolMessageType('InfinityNorm', (_message.Message,), { - 'DESCRIPTOR' : _INFINITYNORM, - '__module__' : 'tensorflow_metadata.proto.v0.schema_pb2' - # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.InfinityNorm) - }) -_sym_db.RegisterMessage(InfinityNorm) - -FeatureComparator = _reflection.GeneratedProtocolMessageType('FeatureComparator', (_message.Message,), { - 'DESCRIPTOR' : _FEATURECOMPARATOR, - '__module__' : 'tensorflow_metadata.proto.v0.schema_pb2' - # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.FeatureComparator) - }) -_sym_db.RegisterMessage(FeatureComparator) - -TensorRepresentation = _reflection.GeneratedProtocolMessageType('TensorRepresentation', (_message.Message,), { - - 'DefaultValue' : _reflection.GeneratedProtocolMessageType('DefaultValue', (_message.Message,), { - 'DESCRIPTOR' : _TENSORREPRESENTATION_DEFAULTVALUE, - '__module__' : 'tensorflow_metadata.proto.v0.schema_pb2' - # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.TensorRepresentation.DefaultValue) - }) - , - - 'DenseTensor' : _reflection.GeneratedProtocolMessageType('DenseTensor', (_message.Message,), { - 'DESCRIPTOR' : _TENSORREPRESENTATION_DENSETENSOR, - '__module__' : 'tensorflow_metadata.proto.v0.schema_pb2' - # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.TensorRepresentation.DenseTensor) - }) - , - - 'VarLenSparseTensor' : _reflection.GeneratedProtocolMessageType('VarLenSparseTensor', (_message.Message,), { - 'DESCRIPTOR' : _TENSORREPRESENTATION_VARLENSPARSETENSOR, - '__module__' : 'tensorflow_metadata.proto.v0.schema_pb2' - # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.TensorRepresentation.VarLenSparseTensor) - }) - , - - 'SparseTensor' : _reflection.GeneratedProtocolMessageType('SparseTensor', (_message.Message,), { - 'DESCRIPTOR' : _TENSORREPRESENTATION_SPARSETENSOR, - '__module__' : 'tensorflow_metadata.proto.v0.schema_pb2' - # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.TensorRepresentation.SparseTensor) - }) - , - 'DESCRIPTOR' : _TENSORREPRESENTATION, - '__module__' : 'tensorflow_metadata.proto.v0.schema_pb2' - # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.TensorRepresentation) - }) -_sym_db.RegisterMessage(TensorRepresentation) -_sym_db.RegisterMessage(TensorRepresentation.DefaultValue) -_sym_db.RegisterMessage(TensorRepresentation.DenseTensor) -_sym_db.RegisterMessage(TensorRepresentation.VarLenSparseTensor) -_sym_db.RegisterMessage(TensorRepresentation.SparseTensor) - -TensorRepresentationGroup = _reflection.GeneratedProtocolMessageType('TensorRepresentationGroup', (_message.Message,), { - - 'TensorRepresentationEntry' : _reflection.GeneratedProtocolMessageType('TensorRepresentationEntry', (_message.Message,), { - 'DESCRIPTOR' : _TENSORREPRESENTATIONGROUP_TENSORREPRESENTATIONENTRY, - '__module__' : 'tensorflow_metadata.proto.v0.schema_pb2' - # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.TensorRepresentationGroup.TensorRepresentationEntry) - }) - , - 'DESCRIPTOR' : _TENSORREPRESENTATIONGROUP, - '__module__' : 'tensorflow_metadata.proto.v0.schema_pb2' - # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.TensorRepresentationGroup) - }) -_sym_db.RegisterMessage(TensorRepresentationGroup) -_sym_db.RegisterMessage(TensorRepresentationGroup.TensorRepresentationEntry) - - -DESCRIPTOR._options = None -_SCHEMA_TENSORREPRESENTATIONGROUPENTRY._options = None -_FEATURE.fields_by_name['deprecated']._options = None -_SPARSEFEATURE.fields_by_name['deprecated']._options = None -_SPARSEFEATURE.fields_by_name['presence']._options = None -_SPARSEFEATURE.fields_by_name['type']._options = None -_TENSORREPRESENTATIONGROUP_TENSORREPRESENTATIONENTRY._options = None -# @@protoc_insertion_point(module_scope) diff --git a/sdk/python/tensorflow_metadata/proto/v0/schema_pb2.pyi b/sdk/python/tensorflow_metadata/proto/v0/schema_pb2.pyi deleted file mode 100644 index f08b330a2f..0000000000 --- a/sdk/python/tensorflow_metadata/proto/v0/schema_pb2.pyi +++ /dev/null @@ -1,786 +0,0 @@ -""" -@generated by mypy-protobuf. Do not edit manually! -isort:skip_file -""" -from google.protobuf.any_pb2 import ( - Any as google___protobuf___any_pb2___Any, -) - -from google.protobuf.descriptor import ( - Descriptor as google___protobuf___descriptor___Descriptor, - EnumDescriptor as google___protobuf___descriptor___EnumDescriptor, - FileDescriptor as google___protobuf___descriptor___FileDescriptor, -) - -from google.protobuf.internal.containers import ( - MessageMap as google___protobuf___internal___containers___MessageMap, - RepeatedCompositeFieldContainer as google___protobuf___internal___containers___RepeatedCompositeFieldContainer, - RepeatedScalarFieldContainer as google___protobuf___internal___containers___RepeatedScalarFieldContainer, -) - -from google.protobuf.internal.enum_type_wrapper import ( - _EnumTypeWrapper as google___protobuf___internal___enum_type_wrapper____EnumTypeWrapper, -) - -from google.protobuf.message import ( - Message as google___protobuf___message___Message, -) - -from tensorflow_metadata.proto.v0.path_pb2 import ( - Path as tensorflow_metadata___proto___v0___path_pb2___Path, -) - -from typing import ( - Iterable as typing___Iterable, - Mapping as typing___Mapping, - NewType as typing___NewType, - Optional as typing___Optional, - Text as typing___Text, - cast as typing___cast, - overload as typing___overload, -) - -from typing_extensions import ( - Literal as typing_extensions___Literal, -) - - -builtin___bool = bool -builtin___bytes = bytes -builtin___float = float -builtin___int = int - - -DESCRIPTOR: google___protobuf___descriptor___FileDescriptor = ... - -LifecycleStageValue = typing___NewType('LifecycleStageValue', builtin___int) -type___LifecycleStageValue = LifecycleStageValue -LifecycleStage: _LifecycleStage -class _LifecycleStage(google___protobuf___internal___enum_type_wrapper____EnumTypeWrapper[LifecycleStageValue]): - DESCRIPTOR: google___protobuf___descriptor___EnumDescriptor = ... - UNKNOWN_STAGE = typing___cast(LifecycleStageValue, 0) - PLANNED = typing___cast(LifecycleStageValue, 1) - ALPHA = typing___cast(LifecycleStageValue, 2) - BETA = typing___cast(LifecycleStageValue, 3) - PRODUCTION = typing___cast(LifecycleStageValue, 4) - DEPRECATED = typing___cast(LifecycleStageValue, 5) - DEBUG_ONLY = typing___cast(LifecycleStageValue, 6) -UNKNOWN_STAGE = typing___cast(LifecycleStageValue, 0) -PLANNED = typing___cast(LifecycleStageValue, 1) -ALPHA = typing___cast(LifecycleStageValue, 2) -BETA = typing___cast(LifecycleStageValue, 3) -PRODUCTION = typing___cast(LifecycleStageValue, 4) -DEPRECATED = typing___cast(LifecycleStageValue, 5) -DEBUG_ONLY = typing___cast(LifecycleStageValue, 6) - -FeatureTypeValue = typing___NewType('FeatureTypeValue', builtin___int) -type___FeatureTypeValue = FeatureTypeValue -FeatureType: _FeatureType -class _FeatureType(google___protobuf___internal___enum_type_wrapper____EnumTypeWrapper[FeatureTypeValue]): - DESCRIPTOR: google___protobuf___descriptor___EnumDescriptor = ... - TYPE_UNKNOWN = typing___cast(FeatureTypeValue, 0) - BYTES = typing___cast(FeatureTypeValue, 1) - INT = typing___cast(FeatureTypeValue, 2) - FLOAT = typing___cast(FeatureTypeValue, 3) - STRUCT = typing___cast(FeatureTypeValue, 4) -TYPE_UNKNOWN = typing___cast(FeatureTypeValue, 0) -BYTES = typing___cast(FeatureTypeValue, 1) -INT = typing___cast(FeatureTypeValue, 2) -FLOAT = typing___cast(FeatureTypeValue, 3) -STRUCT = typing___cast(FeatureTypeValue, 4) - -class Schema(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - class TensorRepresentationGroupEntry(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - key: typing___Text = ... - - @property - def value(self) -> type___TensorRepresentationGroup: ... - - def __init__(self, - *, - key : typing___Optional[typing___Text] = None, - value : typing___Optional[type___TensorRepresentationGroup] = None, - ) -> None: ... - def HasField(self, field_name: typing_extensions___Literal[u"key",b"key",u"value",b"value"]) -> builtin___bool: ... - def ClearField(self, field_name: typing_extensions___Literal[u"key",b"key",u"value",b"value"]) -> None: ... - type___TensorRepresentationGroupEntry = TensorRepresentationGroupEntry - - default_environment: google___protobuf___internal___containers___RepeatedScalarFieldContainer[typing___Text] = ... - - @property - def feature(self) -> google___protobuf___internal___containers___RepeatedCompositeFieldContainer[type___Feature]: ... - - @property - def sparse_feature(self) -> google___protobuf___internal___containers___RepeatedCompositeFieldContainer[type___SparseFeature]: ... - - @property - def weighted_feature(self) -> google___protobuf___internal___containers___RepeatedCompositeFieldContainer[type___WeightedFeature]: ... - - @property - def string_domain(self) -> google___protobuf___internal___containers___RepeatedCompositeFieldContainer[type___StringDomain]: ... - - @property - def float_domain(self) -> google___protobuf___internal___containers___RepeatedCompositeFieldContainer[type___FloatDomain]: ... - - @property - def int_domain(self) -> google___protobuf___internal___containers___RepeatedCompositeFieldContainer[type___IntDomain]: ... - - @property - def annotation(self) -> type___Annotation: ... - - @property - def dataset_constraints(self) -> type___DatasetConstraints: ... - - @property - def tensor_representation_group(self) -> google___protobuf___internal___containers___MessageMap[typing___Text, type___TensorRepresentationGroup]: ... - - def __init__(self, - *, - feature : typing___Optional[typing___Iterable[type___Feature]] = None, - sparse_feature : typing___Optional[typing___Iterable[type___SparseFeature]] = None, - weighted_feature : typing___Optional[typing___Iterable[type___WeightedFeature]] = None, - string_domain : typing___Optional[typing___Iterable[type___StringDomain]] = None, - float_domain : typing___Optional[typing___Iterable[type___FloatDomain]] = None, - int_domain : typing___Optional[typing___Iterable[type___IntDomain]] = None, - default_environment : typing___Optional[typing___Iterable[typing___Text]] = None, - annotation : typing___Optional[type___Annotation] = None, - dataset_constraints : typing___Optional[type___DatasetConstraints] = None, - tensor_representation_group : typing___Optional[typing___Mapping[typing___Text, type___TensorRepresentationGroup]] = None, - ) -> None: ... - def HasField(self, field_name: typing_extensions___Literal[u"annotation",b"annotation",u"dataset_constraints",b"dataset_constraints"]) -> builtin___bool: ... - def ClearField(self, field_name: typing_extensions___Literal[u"annotation",b"annotation",u"dataset_constraints",b"dataset_constraints",u"default_environment",b"default_environment",u"feature",b"feature",u"float_domain",b"float_domain",u"int_domain",b"int_domain",u"sparse_feature",b"sparse_feature",u"string_domain",b"string_domain",u"tensor_representation_group",b"tensor_representation_group",u"weighted_feature",b"weighted_feature"]) -> None: ... -type___Schema = Schema - -class Feature(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - name: typing___Text = ... - deprecated: builtin___bool = ... - type: type___FeatureTypeValue = ... - domain: typing___Text = ... - in_environment: google___protobuf___internal___containers___RepeatedScalarFieldContainer[typing___Text] = ... - not_in_environment: google___protobuf___internal___containers___RepeatedScalarFieldContainer[typing___Text] = ... - lifecycle_stage: type___LifecycleStageValue = ... - - @property - def presence(self) -> type___FeaturePresence: ... - - @property - def group_presence(self) -> type___FeaturePresenceWithinGroup: ... - - @property - def shape(self) -> type___FixedShape: ... - - @property - def value_count(self) -> type___ValueCount: ... - - @property - def int_domain(self) -> type___IntDomain: ... - - @property - def float_domain(self) -> type___FloatDomain: ... - - @property - def string_domain(self) -> type___StringDomain: ... - - @property - def bool_domain(self) -> type___BoolDomain: ... - - @property - def struct_domain(self) -> type___StructDomain: ... - - @property - def natural_language_domain(self) -> type___NaturalLanguageDomain: ... - - @property - def image_domain(self) -> type___ImageDomain: ... - - @property - def mid_domain(self) -> type___MIDDomain: ... - - @property - def url_domain(self) -> type___URLDomain: ... - - @property - def time_domain(self) -> type___TimeDomain: ... - - @property - def time_of_day_domain(self) -> type___TimeOfDayDomain: ... - - @property - def distribution_constraints(self) -> type___DistributionConstraints: ... - - @property - def annotation(self) -> type___Annotation: ... - - @property - def skew_comparator(self) -> type___FeatureComparator: ... - - @property - def drift_comparator(self) -> type___FeatureComparator: ... - - def __init__(self, - *, - name : typing___Optional[typing___Text] = None, - deprecated : typing___Optional[builtin___bool] = None, - presence : typing___Optional[type___FeaturePresence] = None, - group_presence : typing___Optional[type___FeaturePresenceWithinGroup] = None, - shape : typing___Optional[type___FixedShape] = None, - value_count : typing___Optional[type___ValueCount] = None, - type : typing___Optional[type___FeatureTypeValue] = None, - domain : typing___Optional[typing___Text] = None, - int_domain : typing___Optional[type___IntDomain] = None, - float_domain : typing___Optional[type___FloatDomain] = None, - string_domain : typing___Optional[type___StringDomain] = None, - bool_domain : typing___Optional[type___BoolDomain] = None, - struct_domain : typing___Optional[type___StructDomain] = None, - natural_language_domain : typing___Optional[type___NaturalLanguageDomain] = None, - image_domain : typing___Optional[type___ImageDomain] = None, - mid_domain : typing___Optional[type___MIDDomain] = None, - url_domain : typing___Optional[type___URLDomain] = None, - time_domain : typing___Optional[type___TimeDomain] = None, - time_of_day_domain : typing___Optional[type___TimeOfDayDomain] = None, - distribution_constraints : typing___Optional[type___DistributionConstraints] = None, - annotation : typing___Optional[type___Annotation] = None, - skew_comparator : typing___Optional[type___FeatureComparator] = None, - drift_comparator : typing___Optional[type___FeatureComparator] = None, - in_environment : typing___Optional[typing___Iterable[typing___Text]] = None, - not_in_environment : typing___Optional[typing___Iterable[typing___Text]] = None, - lifecycle_stage : typing___Optional[type___LifecycleStageValue] = None, - ) -> None: ... - def HasField(self, field_name: typing_extensions___Literal[u"annotation",b"annotation",u"bool_domain",b"bool_domain",u"deprecated",b"deprecated",u"distribution_constraints",b"distribution_constraints",u"domain",b"domain",u"domain_info",b"domain_info",u"drift_comparator",b"drift_comparator",u"float_domain",b"float_domain",u"group_presence",b"group_presence",u"image_domain",b"image_domain",u"int_domain",b"int_domain",u"lifecycle_stage",b"lifecycle_stage",u"mid_domain",b"mid_domain",u"name",b"name",u"natural_language_domain",b"natural_language_domain",u"presence",b"presence",u"presence_constraints",b"presence_constraints",u"shape",b"shape",u"shape_type",b"shape_type",u"skew_comparator",b"skew_comparator",u"string_domain",b"string_domain",u"struct_domain",b"struct_domain",u"time_domain",b"time_domain",u"time_of_day_domain",b"time_of_day_domain",u"type",b"type",u"url_domain",b"url_domain",u"value_count",b"value_count"]) -> builtin___bool: ... - def ClearField(self, field_name: typing_extensions___Literal[u"annotation",b"annotation",u"bool_domain",b"bool_domain",u"deprecated",b"deprecated",u"distribution_constraints",b"distribution_constraints",u"domain",b"domain",u"domain_info",b"domain_info",u"drift_comparator",b"drift_comparator",u"float_domain",b"float_domain",u"group_presence",b"group_presence",u"image_domain",b"image_domain",u"in_environment",b"in_environment",u"int_domain",b"int_domain",u"lifecycle_stage",b"lifecycle_stage",u"mid_domain",b"mid_domain",u"name",b"name",u"natural_language_domain",b"natural_language_domain",u"not_in_environment",b"not_in_environment",u"presence",b"presence",u"presence_constraints",b"presence_constraints",u"shape",b"shape",u"shape_type",b"shape_type",u"skew_comparator",b"skew_comparator",u"string_domain",b"string_domain",u"struct_domain",b"struct_domain",u"time_domain",b"time_domain",u"time_of_day_domain",b"time_of_day_domain",u"type",b"type",u"url_domain",b"url_domain",u"value_count",b"value_count"]) -> None: ... - @typing___overload - def WhichOneof(self, oneof_group: typing_extensions___Literal[u"domain_info",b"domain_info"]) -> typing_extensions___Literal["domain","int_domain","float_domain","string_domain","bool_domain","struct_domain","natural_language_domain","image_domain","mid_domain","url_domain","time_domain","time_of_day_domain"]: ... - @typing___overload - def WhichOneof(self, oneof_group: typing_extensions___Literal[u"presence_constraints",b"presence_constraints"]) -> typing_extensions___Literal["presence","group_presence"]: ... - @typing___overload - def WhichOneof(self, oneof_group: typing_extensions___Literal[u"shape_type",b"shape_type"]) -> typing_extensions___Literal["shape","value_count"]: ... -type___Feature = Feature - -class Annotation(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - tag: google___protobuf___internal___containers___RepeatedScalarFieldContainer[typing___Text] = ... - comment: google___protobuf___internal___containers___RepeatedScalarFieldContainer[typing___Text] = ... - - @property - def extra_metadata(self) -> google___protobuf___internal___containers___RepeatedCompositeFieldContainer[google___protobuf___any_pb2___Any]: ... - - def __init__(self, - *, - tag : typing___Optional[typing___Iterable[typing___Text]] = None, - comment : typing___Optional[typing___Iterable[typing___Text]] = None, - extra_metadata : typing___Optional[typing___Iterable[google___protobuf___any_pb2___Any]] = None, - ) -> None: ... - def ClearField(self, field_name: typing_extensions___Literal[u"comment",b"comment",u"extra_metadata",b"extra_metadata",u"tag",b"tag"]) -> None: ... -type___Annotation = Annotation - -class NumericValueComparator(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - min_fraction_threshold: builtin___float = ... - max_fraction_threshold: builtin___float = ... - - def __init__(self, - *, - min_fraction_threshold : typing___Optional[builtin___float] = None, - max_fraction_threshold : typing___Optional[builtin___float] = None, - ) -> None: ... - def HasField(self, field_name: typing_extensions___Literal[u"max_fraction_threshold",b"max_fraction_threshold",u"min_fraction_threshold",b"min_fraction_threshold"]) -> builtin___bool: ... - def ClearField(self, field_name: typing_extensions___Literal[u"max_fraction_threshold",b"max_fraction_threshold",u"min_fraction_threshold",b"min_fraction_threshold"]) -> None: ... -type___NumericValueComparator = NumericValueComparator - -class DatasetConstraints(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - min_examples_count: builtin___int = ... - - @property - def num_examples_drift_comparator(self) -> type___NumericValueComparator: ... - - @property - def num_examples_version_comparator(self) -> type___NumericValueComparator: ... - - def __init__(self, - *, - num_examples_drift_comparator : typing___Optional[type___NumericValueComparator] = None, - num_examples_version_comparator : typing___Optional[type___NumericValueComparator] = None, - min_examples_count : typing___Optional[builtin___int] = None, - ) -> None: ... - def HasField(self, field_name: typing_extensions___Literal[u"min_examples_count",b"min_examples_count",u"num_examples_drift_comparator",b"num_examples_drift_comparator",u"num_examples_version_comparator",b"num_examples_version_comparator"]) -> builtin___bool: ... - def ClearField(self, field_name: typing_extensions___Literal[u"min_examples_count",b"min_examples_count",u"num_examples_drift_comparator",b"num_examples_drift_comparator",u"num_examples_version_comparator",b"num_examples_version_comparator"]) -> None: ... -type___DatasetConstraints = DatasetConstraints - -class FixedShape(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - class Dim(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - size: builtin___int = ... - name: typing___Text = ... - - def __init__(self, - *, - size : typing___Optional[builtin___int] = None, - name : typing___Optional[typing___Text] = None, - ) -> None: ... - def HasField(self, field_name: typing_extensions___Literal[u"name",b"name",u"size",b"size"]) -> builtin___bool: ... - def ClearField(self, field_name: typing_extensions___Literal[u"name",b"name",u"size",b"size"]) -> None: ... - type___Dim = Dim - - - @property - def dim(self) -> google___protobuf___internal___containers___RepeatedCompositeFieldContainer[type___FixedShape.Dim]: ... - - def __init__(self, - *, - dim : typing___Optional[typing___Iterable[type___FixedShape.Dim]] = None, - ) -> None: ... - def ClearField(self, field_name: typing_extensions___Literal[u"dim",b"dim"]) -> None: ... -type___FixedShape = FixedShape - -class ValueCount(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - min: builtin___int = ... - max: builtin___int = ... - - def __init__(self, - *, - min : typing___Optional[builtin___int] = None, - max : typing___Optional[builtin___int] = None, - ) -> None: ... - def HasField(self, field_name: typing_extensions___Literal[u"max",b"max",u"min",b"min"]) -> builtin___bool: ... - def ClearField(self, field_name: typing_extensions___Literal[u"max",b"max",u"min",b"min"]) -> None: ... -type___ValueCount = ValueCount - -class WeightedFeature(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - name: typing___Text = ... - lifecycle_stage: type___LifecycleStageValue = ... - - @property - def feature(self) -> tensorflow_metadata___proto___v0___path_pb2___Path: ... - - @property - def weight_feature(self) -> tensorflow_metadata___proto___v0___path_pb2___Path: ... - - def __init__(self, - *, - name : typing___Optional[typing___Text] = None, - feature : typing___Optional[tensorflow_metadata___proto___v0___path_pb2___Path] = None, - weight_feature : typing___Optional[tensorflow_metadata___proto___v0___path_pb2___Path] = None, - lifecycle_stage : typing___Optional[type___LifecycleStageValue] = None, - ) -> None: ... - def HasField(self, field_name: typing_extensions___Literal[u"feature",b"feature",u"lifecycle_stage",b"lifecycle_stage",u"name",b"name",u"weight_feature",b"weight_feature"]) -> builtin___bool: ... - def ClearField(self, field_name: typing_extensions___Literal[u"feature",b"feature",u"lifecycle_stage",b"lifecycle_stage",u"name",b"name",u"weight_feature",b"weight_feature"]) -> None: ... -type___WeightedFeature = WeightedFeature - -class SparseFeature(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - class IndexFeature(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - name: typing___Text = ... - - def __init__(self, - *, - name : typing___Optional[typing___Text] = None, - ) -> None: ... - def HasField(self, field_name: typing_extensions___Literal[u"name",b"name"]) -> builtin___bool: ... - def ClearField(self, field_name: typing_extensions___Literal[u"name",b"name"]) -> None: ... - type___IndexFeature = IndexFeature - - class ValueFeature(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - name: typing___Text = ... - - def __init__(self, - *, - name : typing___Optional[typing___Text] = None, - ) -> None: ... - def HasField(self, field_name: typing_extensions___Literal[u"name",b"name"]) -> builtin___bool: ... - def ClearField(self, field_name: typing_extensions___Literal[u"name",b"name"]) -> None: ... - type___ValueFeature = ValueFeature - - name: typing___Text = ... - deprecated: builtin___bool = ... - lifecycle_stage: type___LifecycleStageValue = ... - is_sorted: builtin___bool = ... - type: type___FeatureTypeValue = ... - - @property - def presence(self) -> type___FeaturePresence: ... - - @property - def dense_shape(self) -> type___FixedShape: ... - - @property - def index_feature(self) -> google___protobuf___internal___containers___RepeatedCompositeFieldContainer[type___SparseFeature.IndexFeature]: ... - - @property - def value_feature(self) -> type___SparseFeature.ValueFeature: ... - - def __init__(self, - *, - name : typing___Optional[typing___Text] = None, - deprecated : typing___Optional[builtin___bool] = None, - lifecycle_stage : typing___Optional[type___LifecycleStageValue] = None, - presence : typing___Optional[type___FeaturePresence] = None, - dense_shape : typing___Optional[type___FixedShape] = None, - index_feature : typing___Optional[typing___Iterable[type___SparseFeature.IndexFeature]] = None, - is_sorted : typing___Optional[builtin___bool] = None, - value_feature : typing___Optional[type___SparseFeature.ValueFeature] = None, - type : typing___Optional[type___FeatureTypeValue] = None, - ) -> None: ... - def HasField(self, field_name: typing_extensions___Literal[u"dense_shape",b"dense_shape",u"deprecated",b"deprecated",u"is_sorted",b"is_sorted",u"lifecycle_stage",b"lifecycle_stage",u"name",b"name",u"presence",b"presence",u"type",b"type",u"value_feature",b"value_feature"]) -> builtin___bool: ... - def ClearField(self, field_name: typing_extensions___Literal[u"dense_shape",b"dense_shape",u"deprecated",b"deprecated",u"index_feature",b"index_feature",u"is_sorted",b"is_sorted",u"lifecycle_stage",b"lifecycle_stage",u"name",b"name",u"presence",b"presence",u"type",b"type",u"value_feature",b"value_feature"]) -> None: ... -type___SparseFeature = SparseFeature - -class DistributionConstraints(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - min_domain_mass: builtin___float = ... - - def __init__(self, - *, - min_domain_mass : typing___Optional[builtin___float] = None, - ) -> None: ... - def HasField(self, field_name: typing_extensions___Literal[u"min_domain_mass",b"min_domain_mass"]) -> builtin___bool: ... - def ClearField(self, field_name: typing_extensions___Literal[u"min_domain_mass",b"min_domain_mass"]) -> None: ... -type___DistributionConstraints = DistributionConstraints - -class IntDomain(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - name: typing___Text = ... - min: builtin___int = ... - max: builtin___int = ... - is_categorical: builtin___bool = ... - - def __init__(self, - *, - name : typing___Optional[typing___Text] = None, - min : typing___Optional[builtin___int] = None, - max : typing___Optional[builtin___int] = None, - is_categorical : typing___Optional[builtin___bool] = None, - ) -> None: ... - def HasField(self, field_name: typing_extensions___Literal[u"is_categorical",b"is_categorical",u"max",b"max",u"min",b"min",u"name",b"name"]) -> builtin___bool: ... - def ClearField(self, field_name: typing_extensions___Literal[u"is_categorical",b"is_categorical",u"max",b"max",u"min",b"min",u"name",b"name"]) -> None: ... -type___IntDomain = IntDomain - -class FloatDomain(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - name: typing___Text = ... - min: builtin___float = ... - max: builtin___float = ... - - def __init__(self, - *, - name : typing___Optional[typing___Text] = None, - min : typing___Optional[builtin___float] = None, - max : typing___Optional[builtin___float] = None, - ) -> None: ... - def HasField(self, field_name: typing_extensions___Literal[u"max",b"max",u"min",b"min",u"name",b"name"]) -> builtin___bool: ... - def ClearField(self, field_name: typing_extensions___Literal[u"max",b"max",u"min",b"min",u"name",b"name"]) -> None: ... -type___FloatDomain = FloatDomain - -class StructDomain(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - - @property - def feature(self) -> google___protobuf___internal___containers___RepeatedCompositeFieldContainer[type___Feature]: ... - - @property - def sparse_feature(self) -> google___protobuf___internal___containers___RepeatedCompositeFieldContainer[type___SparseFeature]: ... - - def __init__(self, - *, - feature : typing___Optional[typing___Iterable[type___Feature]] = None, - sparse_feature : typing___Optional[typing___Iterable[type___SparseFeature]] = None, - ) -> None: ... - def ClearField(self, field_name: typing_extensions___Literal[u"feature",b"feature",u"sparse_feature",b"sparse_feature"]) -> None: ... -type___StructDomain = StructDomain - -class StringDomain(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - name: typing___Text = ... - value: google___protobuf___internal___containers___RepeatedScalarFieldContainer[typing___Text] = ... - - def __init__(self, - *, - name : typing___Optional[typing___Text] = None, - value : typing___Optional[typing___Iterable[typing___Text]] = None, - ) -> None: ... - def HasField(self, field_name: typing_extensions___Literal[u"name",b"name"]) -> builtin___bool: ... - def ClearField(self, field_name: typing_extensions___Literal[u"name",b"name",u"value",b"value"]) -> None: ... -type___StringDomain = StringDomain - -class BoolDomain(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - name: typing___Text = ... - true_value: typing___Text = ... - false_value: typing___Text = ... - - def __init__(self, - *, - name : typing___Optional[typing___Text] = None, - true_value : typing___Optional[typing___Text] = None, - false_value : typing___Optional[typing___Text] = None, - ) -> None: ... - def HasField(self, field_name: typing_extensions___Literal[u"false_value",b"false_value",u"name",b"name",u"true_value",b"true_value"]) -> builtin___bool: ... - def ClearField(self, field_name: typing_extensions___Literal[u"false_value",b"false_value",u"name",b"name",u"true_value",b"true_value"]) -> None: ... -type___BoolDomain = BoolDomain - -class NaturalLanguageDomain(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - - def __init__(self, - ) -> None: ... -type___NaturalLanguageDomain = NaturalLanguageDomain - -class ImageDomain(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - - def __init__(self, - ) -> None: ... -type___ImageDomain = ImageDomain - -class MIDDomain(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - - def __init__(self, - ) -> None: ... -type___MIDDomain = MIDDomain - -class URLDomain(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - - def __init__(self, - ) -> None: ... -type___URLDomain = URLDomain - -class TimeDomain(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - IntegerTimeFormatValue = typing___NewType('IntegerTimeFormatValue', builtin___int) - type___IntegerTimeFormatValue = IntegerTimeFormatValue - IntegerTimeFormat: _IntegerTimeFormat - class _IntegerTimeFormat(google___protobuf___internal___enum_type_wrapper____EnumTypeWrapper[TimeDomain.IntegerTimeFormatValue]): - DESCRIPTOR: google___protobuf___descriptor___EnumDescriptor = ... - FORMAT_UNKNOWN = typing___cast(TimeDomain.IntegerTimeFormatValue, 0) - UNIX_DAYS = typing___cast(TimeDomain.IntegerTimeFormatValue, 5) - UNIX_SECONDS = typing___cast(TimeDomain.IntegerTimeFormatValue, 1) - UNIX_MILLISECONDS = typing___cast(TimeDomain.IntegerTimeFormatValue, 2) - UNIX_MICROSECONDS = typing___cast(TimeDomain.IntegerTimeFormatValue, 3) - UNIX_NANOSECONDS = typing___cast(TimeDomain.IntegerTimeFormatValue, 4) - FORMAT_UNKNOWN = typing___cast(TimeDomain.IntegerTimeFormatValue, 0) - UNIX_DAYS = typing___cast(TimeDomain.IntegerTimeFormatValue, 5) - UNIX_SECONDS = typing___cast(TimeDomain.IntegerTimeFormatValue, 1) - UNIX_MILLISECONDS = typing___cast(TimeDomain.IntegerTimeFormatValue, 2) - UNIX_MICROSECONDS = typing___cast(TimeDomain.IntegerTimeFormatValue, 3) - UNIX_NANOSECONDS = typing___cast(TimeDomain.IntegerTimeFormatValue, 4) - - string_format: typing___Text = ... - integer_format: type___TimeDomain.IntegerTimeFormatValue = ... - - def __init__(self, - *, - string_format : typing___Optional[typing___Text] = None, - integer_format : typing___Optional[type___TimeDomain.IntegerTimeFormatValue] = None, - ) -> None: ... - def HasField(self, field_name: typing_extensions___Literal[u"format",b"format",u"integer_format",b"integer_format",u"string_format",b"string_format"]) -> builtin___bool: ... - def ClearField(self, field_name: typing_extensions___Literal[u"format",b"format",u"integer_format",b"integer_format",u"string_format",b"string_format"]) -> None: ... - def WhichOneof(self, oneof_group: typing_extensions___Literal[u"format",b"format"]) -> typing_extensions___Literal["string_format","integer_format"]: ... -type___TimeDomain = TimeDomain - -class TimeOfDayDomain(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - IntegerTimeOfDayFormatValue = typing___NewType('IntegerTimeOfDayFormatValue', builtin___int) - type___IntegerTimeOfDayFormatValue = IntegerTimeOfDayFormatValue - IntegerTimeOfDayFormat: _IntegerTimeOfDayFormat - class _IntegerTimeOfDayFormat(google___protobuf___internal___enum_type_wrapper____EnumTypeWrapper[TimeOfDayDomain.IntegerTimeOfDayFormatValue]): - DESCRIPTOR: google___protobuf___descriptor___EnumDescriptor = ... - FORMAT_UNKNOWN = typing___cast(TimeOfDayDomain.IntegerTimeOfDayFormatValue, 0) - PACKED_64_NANOS = typing___cast(TimeOfDayDomain.IntegerTimeOfDayFormatValue, 1) - FORMAT_UNKNOWN = typing___cast(TimeOfDayDomain.IntegerTimeOfDayFormatValue, 0) - PACKED_64_NANOS = typing___cast(TimeOfDayDomain.IntegerTimeOfDayFormatValue, 1) - - string_format: typing___Text = ... - integer_format: type___TimeOfDayDomain.IntegerTimeOfDayFormatValue = ... - - def __init__(self, - *, - string_format : typing___Optional[typing___Text] = None, - integer_format : typing___Optional[type___TimeOfDayDomain.IntegerTimeOfDayFormatValue] = None, - ) -> None: ... - def HasField(self, field_name: typing_extensions___Literal[u"format",b"format",u"integer_format",b"integer_format",u"string_format",b"string_format"]) -> builtin___bool: ... - def ClearField(self, field_name: typing_extensions___Literal[u"format",b"format",u"integer_format",b"integer_format",u"string_format",b"string_format"]) -> None: ... - def WhichOneof(self, oneof_group: typing_extensions___Literal[u"format",b"format"]) -> typing_extensions___Literal["string_format","integer_format"]: ... -type___TimeOfDayDomain = TimeOfDayDomain - -class FeaturePresence(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - min_fraction: builtin___float = ... - min_count: builtin___int = ... - - def __init__(self, - *, - min_fraction : typing___Optional[builtin___float] = None, - min_count : typing___Optional[builtin___int] = None, - ) -> None: ... - def HasField(self, field_name: typing_extensions___Literal[u"min_count",b"min_count",u"min_fraction",b"min_fraction"]) -> builtin___bool: ... - def ClearField(self, field_name: typing_extensions___Literal[u"min_count",b"min_count",u"min_fraction",b"min_fraction"]) -> None: ... -type___FeaturePresence = FeaturePresence - -class FeaturePresenceWithinGroup(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - required: builtin___bool = ... - - def __init__(self, - *, - required : typing___Optional[builtin___bool] = None, - ) -> None: ... - def HasField(self, field_name: typing_extensions___Literal[u"required",b"required"]) -> builtin___bool: ... - def ClearField(self, field_name: typing_extensions___Literal[u"required",b"required"]) -> None: ... -type___FeaturePresenceWithinGroup = FeaturePresenceWithinGroup - -class InfinityNorm(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - threshold: builtin___float = ... - - def __init__(self, - *, - threshold : typing___Optional[builtin___float] = None, - ) -> None: ... - def HasField(self, field_name: typing_extensions___Literal[u"threshold",b"threshold"]) -> builtin___bool: ... - def ClearField(self, field_name: typing_extensions___Literal[u"threshold",b"threshold"]) -> None: ... -type___InfinityNorm = InfinityNorm - -class FeatureComparator(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - - @property - def infinity_norm(self) -> type___InfinityNorm: ... - - def __init__(self, - *, - infinity_norm : typing___Optional[type___InfinityNorm] = None, - ) -> None: ... - def HasField(self, field_name: typing_extensions___Literal[u"infinity_norm",b"infinity_norm"]) -> builtin___bool: ... - def ClearField(self, field_name: typing_extensions___Literal[u"infinity_norm",b"infinity_norm"]) -> None: ... -type___FeatureComparator = FeatureComparator - -class TensorRepresentation(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - class DefaultValue(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - float_value: builtin___float = ... - int_value: builtin___int = ... - bytes_value: builtin___bytes = ... - uint_value: builtin___int = ... - - def __init__(self, - *, - float_value : typing___Optional[builtin___float] = None, - int_value : typing___Optional[builtin___int] = None, - bytes_value : typing___Optional[builtin___bytes] = None, - uint_value : typing___Optional[builtin___int] = None, - ) -> None: ... - def HasField(self, field_name: typing_extensions___Literal[u"bytes_value",b"bytes_value",u"float_value",b"float_value",u"int_value",b"int_value",u"kind",b"kind",u"uint_value",b"uint_value"]) -> builtin___bool: ... - def ClearField(self, field_name: typing_extensions___Literal[u"bytes_value",b"bytes_value",u"float_value",b"float_value",u"int_value",b"int_value",u"kind",b"kind",u"uint_value",b"uint_value"]) -> None: ... - def WhichOneof(self, oneof_group: typing_extensions___Literal[u"kind",b"kind"]) -> typing_extensions___Literal["float_value","int_value","bytes_value","uint_value"]: ... - type___DefaultValue = DefaultValue - - class DenseTensor(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - column_name: typing___Text = ... - - @property - def shape(self) -> type___FixedShape: ... - - @property - def default_value(self) -> type___TensorRepresentation.DefaultValue: ... - - def __init__(self, - *, - column_name : typing___Optional[typing___Text] = None, - shape : typing___Optional[type___FixedShape] = None, - default_value : typing___Optional[type___TensorRepresentation.DefaultValue] = None, - ) -> None: ... - def HasField(self, field_name: typing_extensions___Literal[u"column_name",b"column_name",u"default_value",b"default_value",u"shape",b"shape"]) -> builtin___bool: ... - def ClearField(self, field_name: typing_extensions___Literal[u"column_name",b"column_name",u"default_value",b"default_value",u"shape",b"shape"]) -> None: ... - type___DenseTensor = DenseTensor - - class VarLenSparseTensor(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - column_name: typing___Text = ... - - def __init__(self, - *, - column_name : typing___Optional[typing___Text] = None, - ) -> None: ... - def HasField(self, field_name: typing_extensions___Literal[u"column_name",b"column_name"]) -> builtin___bool: ... - def ClearField(self, field_name: typing_extensions___Literal[u"column_name",b"column_name"]) -> None: ... - type___VarLenSparseTensor = VarLenSparseTensor - - class SparseTensor(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - index_column_names: google___protobuf___internal___containers___RepeatedScalarFieldContainer[typing___Text] = ... - value_column_name: typing___Text = ... - - @property - def dense_shape(self) -> type___FixedShape: ... - - def __init__(self, - *, - dense_shape : typing___Optional[type___FixedShape] = None, - index_column_names : typing___Optional[typing___Iterable[typing___Text]] = None, - value_column_name : typing___Optional[typing___Text] = None, - ) -> None: ... - def HasField(self, field_name: typing_extensions___Literal[u"dense_shape",b"dense_shape",u"value_column_name",b"value_column_name"]) -> builtin___bool: ... - def ClearField(self, field_name: typing_extensions___Literal[u"dense_shape",b"dense_shape",u"index_column_names",b"index_column_names",u"value_column_name",b"value_column_name"]) -> None: ... - type___SparseTensor = SparseTensor - - - @property - def dense_tensor(self) -> type___TensorRepresentation.DenseTensor: ... - - @property - def varlen_sparse_tensor(self) -> type___TensorRepresentation.VarLenSparseTensor: ... - - @property - def sparse_tensor(self) -> type___TensorRepresentation.SparseTensor: ... - - def __init__(self, - *, - dense_tensor : typing___Optional[type___TensorRepresentation.DenseTensor] = None, - varlen_sparse_tensor : typing___Optional[type___TensorRepresentation.VarLenSparseTensor] = None, - sparse_tensor : typing___Optional[type___TensorRepresentation.SparseTensor] = None, - ) -> None: ... - def HasField(self, field_name: typing_extensions___Literal[u"dense_tensor",b"dense_tensor",u"kind",b"kind",u"sparse_tensor",b"sparse_tensor",u"varlen_sparse_tensor",b"varlen_sparse_tensor"]) -> builtin___bool: ... - def ClearField(self, field_name: typing_extensions___Literal[u"dense_tensor",b"dense_tensor",u"kind",b"kind",u"sparse_tensor",b"sparse_tensor",u"varlen_sparse_tensor",b"varlen_sparse_tensor"]) -> None: ... - def WhichOneof(self, oneof_group: typing_extensions___Literal[u"kind",b"kind"]) -> typing_extensions___Literal["dense_tensor","varlen_sparse_tensor","sparse_tensor"]: ... -type___TensorRepresentation = TensorRepresentation - -class TensorRepresentationGroup(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - class TensorRepresentationEntry(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - key: typing___Text = ... - - @property - def value(self) -> type___TensorRepresentation: ... - - def __init__(self, - *, - key : typing___Optional[typing___Text] = None, - value : typing___Optional[type___TensorRepresentation] = None, - ) -> None: ... - def HasField(self, field_name: typing_extensions___Literal[u"key",b"key",u"value",b"value"]) -> builtin___bool: ... - def ClearField(self, field_name: typing_extensions___Literal[u"key",b"key",u"value",b"value"]) -> None: ... - type___TensorRepresentationEntry = TensorRepresentationEntry - - - @property - def tensor_representation(self) -> google___protobuf___internal___containers___MessageMap[typing___Text, type___TensorRepresentation]: ... - - def __init__(self, - *, - tensor_representation : typing___Optional[typing___Mapping[typing___Text, type___TensorRepresentation]] = None, - ) -> None: ... - def ClearField(self, field_name: typing_extensions___Literal[u"tensor_representation",b"tensor_representation"]) -> None: ... -type___TensorRepresentationGroup = TensorRepresentationGroup diff --git a/sdk/python/tensorflow_metadata/proto/v0/statistics_pb2.py b/sdk/python/tensorflow_metadata/proto/v0/statistics_pb2.py deleted file mode 100644 index 21473adc75..0000000000 --- a/sdk/python/tensorflow_metadata/proto/v0/statistics_pb2.py +++ /dev/null @@ -1,1754 +0,0 @@ -# -*- coding: utf-8 -*- -# Generated by the protocol buffer compiler. DO NOT EDIT! -# source: tensorflow_metadata/proto/v0/statistics.proto -"""Generated protocol buffer code.""" -from google.protobuf import descriptor as _descriptor -from google.protobuf import message as _message -from google.protobuf import reflection as _reflection -from google.protobuf import symbol_database as _symbol_database -# @@protoc_insertion_point(imports) - -_sym_db = _symbol_database.Default() - - -from tensorflow_metadata.proto.v0 import path_pb2 as tensorflow__metadata_dot_proto_dot_v0_dot_path__pb2 - - -DESCRIPTOR = _descriptor.FileDescriptor( - name='tensorflow_metadata/proto/v0/statistics.proto', - package='tensorflow.metadata.v0', - syntax='proto3', - serialized_options=b'\n\032org.tensorflow.metadata.v0P\001ZEgithub.com/feast-dev/feast/sdk/go/protos/tensorflow_metadata/proto/v0\370\001\001', - create_key=_descriptor._internal_create_key, - 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_descriptor.FieldDescriptor( - name='avg_length', full_name='tensorflow.metadata.v0.StringStatistics.avg_length', index=3, - number=4, type=2, cpp_type=6, label=1, - has_default_value=False, default_value=float(0), - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='rank_histogram', full_name='tensorflow.metadata.v0.StringStatistics.rank_histogram', index=4, - number=5, type=11, cpp_type=10, label=1, - has_default_value=False, default_value=None, - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='weighted_string_stats', full_name='tensorflow.metadata.v0.StringStatistics.weighted_string_stats', index=5, - number=6, type=11, 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_descriptor.Descriptor( - name='WeightedNumericStatistics', - full_name='tensorflow.metadata.v0.WeightedNumericStatistics', - filename=None, - file=DESCRIPTOR, - containing_type=None, - create_key=_descriptor._internal_create_key, - fields=[ - _descriptor.FieldDescriptor( - name='mean', full_name='tensorflow.metadata.v0.WeightedNumericStatistics.mean', index=0, - number=1, type=1, cpp_type=5, label=1, - has_default_value=False, default_value=float(0), - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='std_dev', full_name='tensorflow.metadata.v0.WeightedNumericStatistics.std_dev', index=1, - number=2, type=1, cpp_type=5, label=1, - has_default_value=False, default_value=float(0), - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, 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is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=3192, - serialized_end=3321, -) - - -_WEIGHTEDSTRINGSTATISTICS = _descriptor.Descriptor( - name='WeightedStringStatistics', - full_name='tensorflow.metadata.v0.WeightedStringStatistics', - filename=None, - file=DESCRIPTOR, - containing_type=None, - create_key=_descriptor._internal_create_key, - fields=[ - _descriptor.FieldDescriptor( - name='top_values', full_name='tensorflow.metadata.v0.WeightedStringStatistics.top_values', index=0, - number=1, type=11, cpp_type=10, label=3, - has_default_value=False, default_value=[], - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='rank_histogram', full_name='tensorflow.metadata.v0.WeightedStringStatistics.rank_histogram', index=1, - number=2, type=11, cpp_type=10, label=1, - has_default_value=False, default_value=None, - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - ], - extensions=[ - ], - nested_types=[], - enum_types=[ - ], - serialized_options=None, - is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=3324, - serialized_end=3488, -) - - -_BYTESSTATISTICS = _descriptor.Descriptor( - name='BytesStatistics', - full_name='tensorflow.metadata.v0.BytesStatistics', - filename=None, - file=DESCRIPTOR, - containing_type=None, - create_key=_descriptor._internal_create_key, - fields=[ - _descriptor.FieldDescriptor( - name='common_stats', full_name='tensorflow.metadata.v0.BytesStatistics.common_stats', index=0, - number=1, type=11, cpp_type=10, label=1, - has_default_value=False, default_value=None, - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='unique', full_name='tensorflow.metadata.v0.BytesStatistics.unique', index=1, - number=2, type=4, cpp_type=4, label=1, - has_default_value=False, default_value=0, - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='avg_num_bytes', full_name='tensorflow.metadata.v0.BytesStatistics.avg_num_bytes', index=2, - number=3, type=2, cpp_type=6, label=1, - has_default_value=False, default_value=float(0), - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='min_num_bytes', full_name='tensorflow.metadata.v0.BytesStatistics.min_num_bytes', index=3, - number=4, type=2, cpp_type=6, label=1, - has_default_value=False, default_value=float(0), - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='max_num_bytes', full_name='tensorflow.metadata.v0.BytesStatistics.max_num_bytes', index=4, - number=5, type=2, cpp_type=6, label=1, - has_default_value=False, default_value=float(0), - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - ], - extensions=[ - ], - nested_types=[], - enum_types=[ - ], - serialized_options=None, - is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=3491, - serialized_end=3657, -) - - -_STRUCTSTATISTICS = _descriptor.Descriptor( - name='StructStatistics', - full_name='tensorflow.metadata.v0.StructStatistics', - filename=None, - file=DESCRIPTOR, - containing_type=None, - create_key=_descriptor._internal_create_key, - fields=[ - _descriptor.FieldDescriptor( - name='common_stats', full_name='tensorflow.metadata.v0.StructStatistics.common_stats', index=0, - number=1, type=11, cpp_type=10, label=1, - has_default_value=False, default_value=None, - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - ], - extensions=[ - ], - nested_types=[], - enum_types=[ - ], - serialized_options=None, - is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=3659, - serialized_end=3741, -) - - -_COMMONSTATISTICS = _descriptor.Descriptor( - name='CommonStatistics', - full_name='tensorflow.metadata.v0.CommonStatistics', - filename=None, - file=DESCRIPTOR, - containing_type=None, - create_key=_descriptor._internal_create_key, - fields=[ - _descriptor.FieldDescriptor( - name='num_non_missing', full_name='tensorflow.metadata.v0.CommonStatistics.num_non_missing', index=0, - number=1, type=4, cpp_type=4, label=1, - has_default_value=False, default_value=0, - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='num_missing', full_name='tensorflow.metadata.v0.CommonStatistics.num_missing', index=1, - number=2, type=4, cpp_type=4, label=1, - has_default_value=False, default_value=0, - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='min_num_values', full_name='tensorflow.metadata.v0.CommonStatistics.min_num_values', index=2, - number=3, type=4, cpp_type=4, label=1, - has_default_value=False, default_value=0, - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='max_num_values', full_name='tensorflow.metadata.v0.CommonStatistics.max_num_values', index=3, - number=4, type=4, cpp_type=4, label=1, - has_default_value=False, default_value=0, - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='avg_num_values', full_name='tensorflow.metadata.v0.CommonStatistics.avg_num_values', index=4, - number=5, type=2, cpp_type=6, label=1, - 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serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='weighted_common_stats', full_name='tensorflow.metadata.v0.CommonStatistics.weighted_common_stats', index=7, - number=7, type=11, cpp_type=10, label=1, - has_default_value=False, default_value=None, - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='feature_list_length_histogram', full_name='tensorflow.metadata.v0.CommonStatistics.feature_list_length_histogram', index=8, - number=9, type=11, cpp_type=10, label=1, - has_default_value=False, default_value=None, - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - ], - extensions=[ - ], - 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filename=None, - file=DESCRIPTOR, - containing_type=None, - create_key=_descriptor._internal_create_key, - fields=[ - _descriptor.FieldDescriptor( - name='num_nan', full_name='tensorflow.metadata.v0.Histogram.num_nan', index=0, - number=1, type=4, cpp_type=4, label=1, - has_default_value=False, default_value=0, - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='num_undefined', full_name='tensorflow.metadata.v0.Histogram.num_undefined', index=1, - number=2, type=4, cpp_type=4, label=1, - has_default_value=False, default_value=0, - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='buckets', 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is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - ], - extensions=[ - ], - nested_types=[_HISTOGRAM_BUCKET, ], - enum_types=[ - _HISTOGRAM_HISTOGRAMTYPE, - ], - serialized_options=None, - is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=4127, - serialized_end=4437, -) - - -_RANKHISTOGRAM_BUCKET = _descriptor.Descriptor( - name='Bucket', - full_name='tensorflow.metadata.v0.RankHistogram.Bucket', - filename=None, - file=DESCRIPTOR, - containing_type=None, - create_key=_descriptor._internal_create_key, - fields=[ - _descriptor.FieldDescriptor( - name='low_rank', full_name='tensorflow.metadata.v0.RankHistogram.Bucket.low_rank', index=0, - number=1, type=4, cpp_type=4, label=1, - has_default_value=False, default_value=0, - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='high_rank', full_name='tensorflow.metadata.v0.RankHistogram.Bucket.high_rank', index=1, - number=2, type=4, cpp_type=4, label=1, - has_default_value=False, default_value=0, - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='label', full_name='tensorflow.metadata.v0.RankHistogram.Bucket.label', index=2, - number=4, type=9, cpp_type=9, label=1, - has_default_value=False, default_value=b"".decode('utf-8'), - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='sample_count', 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has_default_value=False, default_value=[], - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - _descriptor.FieldDescriptor( - name='name', full_name='tensorflow.metadata.v0.RankHistogram.name', index=1, - number=2, type=9, cpp_type=9, label=1, - has_default_value=False, default_value=b"".decode('utf-8'), - message_type=None, enum_type=None, containing_type=None, - is_extension=False, extension_scope=None, - serialized_options=None, file=DESCRIPTOR, create_key=_descriptor._internal_create_key), - ], - extensions=[ - ], - nested_types=[_RANKHISTOGRAM_BUCKET, ], - enum_types=[ - ], - serialized_options=None, - is_extendable=False, - syntax='proto3', - extension_ranges=[], - oneofs=[ - ], - serialized_start=4440, - serialized_end=4622, -) - -_DATASETFEATURESTATISTICSLIST.fields_by_name['datasets'].message_type = _DATASETFEATURESTATISTICS -_DATASETFEATURESTATISTICS.fields_by_name['features'].message_type = _FEATURENAMESTATISTICS -_DATASETFEATURESTATISTICS.fields_by_name['cross_features'].message_type = _CROSSFEATURESTATISTICS -_CROSSFEATURESTATISTICS.fields_by_name['path_x'].message_type = tensorflow__metadata_dot_proto_dot_v0_dot_path__pb2._PATH -_CROSSFEATURESTATISTICS.fields_by_name['path_y'].message_type = tensorflow__metadata_dot_proto_dot_v0_dot_path__pb2._PATH -_CROSSFEATURESTATISTICS.fields_by_name['num_cross_stats'].message_type = _NUMERICCROSSSTATISTICS -_CROSSFEATURESTATISTICS.fields_by_name['categorical_cross_stats'].message_type = _CATEGORICALCROSSSTATISTICS -_CROSSFEATURESTATISTICS.oneofs_by_name['cross_stats'].fields.append( - _CROSSFEATURESTATISTICS.fields_by_name['num_cross_stats']) -_CROSSFEATURESTATISTICS.fields_by_name['num_cross_stats'].containing_oneof = _CROSSFEATURESTATISTICS.oneofs_by_name['cross_stats'] -_CROSSFEATURESTATISTICS.oneofs_by_name['cross_stats'].fields.append( - _CROSSFEATURESTATISTICS.fields_by_name['categorical_cross_stats']) -_CROSSFEATURESTATISTICS.fields_by_name['categorical_cross_stats'].containing_oneof = _CROSSFEATURESTATISTICS.oneofs_by_name['cross_stats'] -_CATEGORICALCROSSSTATISTICS.fields_by_name['lift'].message_type = _LIFTSTATISTICS -_LIFTSTATISTICS.fields_by_name['lift_series'].message_type = _LIFTSERIES -_LIFTSTATISTICS.fields_by_name['weighted_lift_series'].message_type = _LIFTSERIES -_LIFTSERIES_BUCKET.containing_type = _LIFTSERIES -_LIFTSERIES_LIFTVALUE.containing_type = _LIFTSERIES -_LIFTSERIES_LIFTVALUE.oneofs_by_name['x_value'].fields.append( - _LIFTSERIES_LIFTVALUE.fields_by_name['x_int']) -_LIFTSERIES_LIFTVALUE.fields_by_name['x_int'].containing_oneof = _LIFTSERIES_LIFTVALUE.oneofs_by_name['x_value'] -_LIFTSERIES_LIFTVALUE.oneofs_by_name['x_value'].fields.append( - _LIFTSERIES_LIFTVALUE.fields_by_name['x_string']) -_LIFTSERIES_LIFTVALUE.fields_by_name['x_string'].containing_oneof = _LIFTSERIES_LIFTVALUE.oneofs_by_name['x_value'] -_LIFTSERIES_LIFTVALUE.oneofs_by_name['x_count_value'].fields.append( - _LIFTSERIES_LIFTVALUE.fields_by_name['x_count']) -_LIFTSERIES_LIFTVALUE.fields_by_name['x_count'].containing_oneof = _LIFTSERIES_LIFTVALUE.oneofs_by_name['x_count_value'] -_LIFTSERIES_LIFTVALUE.oneofs_by_name['x_count_value'].fields.append( - _LIFTSERIES_LIFTVALUE.fields_by_name['weighted_x_count']) -_LIFTSERIES_LIFTVALUE.fields_by_name['weighted_x_count'].containing_oneof = _LIFTSERIES_LIFTVALUE.oneofs_by_name['x_count_value'] -_LIFTSERIES_LIFTVALUE.oneofs_by_name['x_and_y_count_value'].fields.append( - _LIFTSERIES_LIFTVALUE.fields_by_name['x_and_y_count']) -_LIFTSERIES_LIFTVALUE.fields_by_name['x_and_y_count'].containing_oneof = _LIFTSERIES_LIFTVALUE.oneofs_by_name['x_and_y_count_value'] -_LIFTSERIES_LIFTVALUE.oneofs_by_name['x_and_y_count_value'].fields.append( - _LIFTSERIES_LIFTVALUE.fields_by_name['weighted_x_and_y_count']) -_LIFTSERIES_LIFTVALUE.fields_by_name['weighted_x_and_y_count'].containing_oneof = _LIFTSERIES_LIFTVALUE.oneofs_by_name['x_and_y_count_value'] -_LIFTSERIES.fields_by_name['y_bucket'].message_type = _LIFTSERIES_BUCKET -_LIFTSERIES.fields_by_name['lift_values'].message_type = _LIFTSERIES_LIFTVALUE -_LIFTSERIES.oneofs_by_name['y_value'].fields.append( - _LIFTSERIES.fields_by_name['y_int']) -_LIFTSERIES.fields_by_name['y_int'].containing_oneof = _LIFTSERIES.oneofs_by_name['y_value'] -_LIFTSERIES.oneofs_by_name['y_value'].fields.append( - _LIFTSERIES.fields_by_name['y_string']) -_LIFTSERIES.fields_by_name['y_string'].containing_oneof = _LIFTSERIES.oneofs_by_name['y_value'] -_LIFTSERIES.oneofs_by_name['y_value'].fields.append( - _LIFTSERIES.fields_by_name['y_bucket']) -_LIFTSERIES.fields_by_name['y_bucket'].containing_oneof = _LIFTSERIES.oneofs_by_name['y_value'] -_LIFTSERIES.oneofs_by_name['y_count_value'].fields.append( - _LIFTSERIES.fields_by_name['y_count']) -_LIFTSERIES.fields_by_name['y_count'].containing_oneof = _LIFTSERIES.oneofs_by_name['y_count_value'] -_LIFTSERIES.oneofs_by_name['y_count_value'].fields.append( - _LIFTSERIES.fields_by_name['weighted_y_count']) -_LIFTSERIES.fields_by_name['weighted_y_count'].containing_oneof = _LIFTSERIES.oneofs_by_name['y_count_value'] -_FEATURENAMESTATISTICS.fields_by_name['path'].message_type = tensorflow__metadata_dot_proto_dot_v0_dot_path__pb2._PATH -_FEATURENAMESTATISTICS.fields_by_name['type'].enum_type = _FEATURENAMESTATISTICS_TYPE -_FEATURENAMESTATISTICS.fields_by_name['num_stats'].message_type = _NUMERICSTATISTICS -_FEATURENAMESTATISTICS.fields_by_name['string_stats'].message_type = _STRINGSTATISTICS -_FEATURENAMESTATISTICS.fields_by_name['bytes_stats'].message_type = _BYTESSTATISTICS -_FEATURENAMESTATISTICS.fields_by_name['struct_stats'].message_type = _STRUCTSTATISTICS -_FEATURENAMESTATISTICS.fields_by_name['custom_stats'].message_type = _CUSTOMSTATISTIC -_FEATURENAMESTATISTICS_TYPE.containing_type = _FEATURENAMESTATISTICS -_FEATURENAMESTATISTICS.oneofs_by_name['field_id'].fields.append( - _FEATURENAMESTATISTICS.fields_by_name['name']) -_FEATURENAMESTATISTICS.fields_by_name['name'].containing_oneof = _FEATURENAMESTATISTICS.oneofs_by_name['field_id'] -_FEATURENAMESTATISTICS.oneofs_by_name['field_id'].fields.append( - _FEATURENAMESTATISTICS.fields_by_name['path']) -_FEATURENAMESTATISTICS.fields_by_name['path'].containing_oneof = _FEATURENAMESTATISTICS.oneofs_by_name['field_id'] -_FEATURENAMESTATISTICS.oneofs_by_name['stats'].fields.append( - _FEATURENAMESTATISTICS.fields_by_name['num_stats']) -_FEATURENAMESTATISTICS.fields_by_name['num_stats'].containing_oneof = _FEATURENAMESTATISTICS.oneofs_by_name['stats'] -_FEATURENAMESTATISTICS.oneofs_by_name['stats'].fields.append( - _FEATURENAMESTATISTICS.fields_by_name['string_stats']) -_FEATURENAMESTATISTICS.fields_by_name['string_stats'].containing_oneof = _FEATURENAMESTATISTICS.oneofs_by_name['stats'] -_FEATURENAMESTATISTICS.oneofs_by_name['stats'].fields.append( - _FEATURENAMESTATISTICS.fields_by_name['bytes_stats']) -_FEATURENAMESTATISTICS.fields_by_name['bytes_stats'].containing_oneof = _FEATURENAMESTATISTICS.oneofs_by_name['stats'] -_FEATURENAMESTATISTICS.oneofs_by_name['stats'].fields.append( - _FEATURENAMESTATISTICS.fields_by_name['struct_stats']) -_FEATURENAMESTATISTICS.fields_by_name['struct_stats'].containing_oneof = _FEATURENAMESTATISTICS.oneofs_by_name['stats'] -_CUSTOMSTATISTIC.fields_by_name['histogram'].message_type = _HISTOGRAM -_CUSTOMSTATISTIC.fields_by_name['rank_histogram'].message_type = _RANKHISTOGRAM -_CUSTOMSTATISTIC.oneofs_by_name['val'].fields.append( - _CUSTOMSTATISTIC.fields_by_name['num']) -_CUSTOMSTATISTIC.fields_by_name['num'].containing_oneof = _CUSTOMSTATISTIC.oneofs_by_name['val'] -_CUSTOMSTATISTIC.oneofs_by_name['val'].fields.append( - _CUSTOMSTATISTIC.fields_by_name['str']) -_CUSTOMSTATISTIC.fields_by_name['str'].containing_oneof = _CUSTOMSTATISTIC.oneofs_by_name['val'] -_CUSTOMSTATISTIC.oneofs_by_name['val'].fields.append( - _CUSTOMSTATISTIC.fields_by_name['histogram']) -_CUSTOMSTATISTIC.fields_by_name['histogram'].containing_oneof = _CUSTOMSTATISTIC.oneofs_by_name['val'] -_CUSTOMSTATISTIC.oneofs_by_name['val'].fields.append( - _CUSTOMSTATISTIC.fields_by_name['rank_histogram']) -_CUSTOMSTATISTIC.fields_by_name['rank_histogram'].containing_oneof = _CUSTOMSTATISTIC.oneofs_by_name['val'] -_NUMERICSTATISTICS.fields_by_name['common_stats'].message_type = _COMMONSTATISTICS -_NUMERICSTATISTICS.fields_by_name['histograms'].message_type = _HISTOGRAM -_NUMERICSTATISTICS.fields_by_name['weighted_numeric_stats'].message_type = _WEIGHTEDNUMERICSTATISTICS -_STRINGSTATISTICS_FREQANDVALUE.containing_type = _STRINGSTATISTICS -_STRINGSTATISTICS.fields_by_name['common_stats'].message_type = _COMMONSTATISTICS -_STRINGSTATISTICS.fields_by_name['top_values'].message_type = _STRINGSTATISTICS_FREQANDVALUE -_STRINGSTATISTICS.fields_by_name['rank_histogram'].message_type = _RANKHISTOGRAM -_STRINGSTATISTICS.fields_by_name['weighted_string_stats'].message_type = _WEIGHTEDSTRINGSTATISTICS -_WEIGHTEDNUMERICSTATISTICS.fields_by_name['histograms'].message_type = _HISTOGRAM -_WEIGHTEDSTRINGSTATISTICS.fields_by_name['top_values'].message_type = _STRINGSTATISTICS_FREQANDVALUE -_WEIGHTEDSTRINGSTATISTICS.fields_by_name['rank_histogram'].message_type = _RANKHISTOGRAM -_BYTESSTATISTICS.fields_by_name['common_stats'].message_type = _COMMONSTATISTICS -_STRUCTSTATISTICS.fields_by_name['common_stats'].message_type = _COMMONSTATISTICS -_COMMONSTATISTICS.fields_by_name['num_values_histogram'].message_type = _HISTOGRAM -_COMMONSTATISTICS.fields_by_name['weighted_common_stats'].message_type = _WEIGHTEDCOMMONSTATISTICS -_COMMONSTATISTICS.fields_by_name['feature_list_length_histogram'].message_type = _HISTOGRAM -_HISTOGRAM_BUCKET.containing_type = _HISTOGRAM -_HISTOGRAM.fields_by_name['buckets'].message_type = _HISTOGRAM_BUCKET -_HISTOGRAM.fields_by_name['type'].enum_type = _HISTOGRAM_HISTOGRAMTYPE -_HISTOGRAM_HISTOGRAMTYPE.containing_type = _HISTOGRAM -_RANKHISTOGRAM_BUCKET.containing_type = _RANKHISTOGRAM -_RANKHISTOGRAM.fields_by_name['buckets'].message_type = _RANKHISTOGRAM_BUCKET -DESCRIPTOR.message_types_by_name['DatasetFeatureStatisticsList'] = _DATASETFEATURESTATISTICSLIST -DESCRIPTOR.message_types_by_name['DatasetFeatureStatistics'] = _DATASETFEATURESTATISTICS -DESCRIPTOR.message_types_by_name['CrossFeatureStatistics'] = _CROSSFEATURESTATISTICS -DESCRIPTOR.message_types_by_name['NumericCrossStatistics'] = _NUMERICCROSSSTATISTICS -DESCRIPTOR.message_types_by_name['CategoricalCrossStatistics'] = _CATEGORICALCROSSSTATISTICS -DESCRIPTOR.message_types_by_name['LiftStatistics'] = _LIFTSTATISTICS -DESCRIPTOR.message_types_by_name['LiftSeries'] = _LIFTSERIES -DESCRIPTOR.message_types_by_name['FeatureNameStatistics'] = _FEATURENAMESTATISTICS -DESCRIPTOR.message_types_by_name['WeightedCommonStatistics'] = _WEIGHTEDCOMMONSTATISTICS -DESCRIPTOR.message_types_by_name['CustomStatistic'] = _CUSTOMSTATISTIC -DESCRIPTOR.message_types_by_name['NumericStatistics'] = _NUMERICSTATISTICS -DESCRIPTOR.message_types_by_name['StringStatistics'] = _STRINGSTATISTICS -DESCRIPTOR.message_types_by_name['WeightedNumericStatistics'] = _WEIGHTEDNUMERICSTATISTICS -DESCRIPTOR.message_types_by_name['WeightedStringStatistics'] = _WEIGHTEDSTRINGSTATISTICS -DESCRIPTOR.message_types_by_name['BytesStatistics'] = _BYTESSTATISTICS -DESCRIPTOR.message_types_by_name['StructStatistics'] = _STRUCTSTATISTICS -DESCRIPTOR.message_types_by_name['CommonStatistics'] = _COMMONSTATISTICS -DESCRIPTOR.message_types_by_name['Histogram'] = _HISTOGRAM -DESCRIPTOR.message_types_by_name['RankHistogram'] = _RANKHISTOGRAM -_sym_db.RegisterFileDescriptor(DESCRIPTOR) - -DatasetFeatureStatisticsList = _reflection.GeneratedProtocolMessageType('DatasetFeatureStatisticsList', (_message.Message,), { - 'DESCRIPTOR' : _DATASETFEATURESTATISTICSLIST, - '__module__' : 'tensorflow_metadata.proto.v0.statistics_pb2' - # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.DatasetFeatureStatisticsList) - }) -_sym_db.RegisterMessage(DatasetFeatureStatisticsList) - -DatasetFeatureStatistics = _reflection.GeneratedProtocolMessageType('DatasetFeatureStatistics', (_message.Message,), { - 'DESCRIPTOR' : _DATASETFEATURESTATISTICS, - '__module__' : 'tensorflow_metadata.proto.v0.statistics_pb2' - # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.DatasetFeatureStatistics) - }) -_sym_db.RegisterMessage(DatasetFeatureStatistics) - -CrossFeatureStatistics = _reflection.GeneratedProtocolMessageType('CrossFeatureStatistics', (_message.Message,), { - 'DESCRIPTOR' : _CROSSFEATURESTATISTICS, - '__module__' : 'tensorflow_metadata.proto.v0.statistics_pb2' - # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.CrossFeatureStatistics) - }) -_sym_db.RegisterMessage(CrossFeatureStatistics) - -NumericCrossStatistics = _reflection.GeneratedProtocolMessageType('NumericCrossStatistics', (_message.Message,), { - 'DESCRIPTOR' : _NUMERICCROSSSTATISTICS, - '__module__' : 'tensorflow_metadata.proto.v0.statistics_pb2' - # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.NumericCrossStatistics) - }) -_sym_db.RegisterMessage(NumericCrossStatistics) - -CategoricalCrossStatistics = _reflection.GeneratedProtocolMessageType('CategoricalCrossStatistics', (_message.Message,), { - 'DESCRIPTOR' : _CATEGORICALCROSSSTATISTICS, - '__module__' : 'tensorflow_metadata.proto.v0.statistics_pb2' - # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.CategoricalCrossStatistics) - }) -_sym_db.RegisterMessage(CategoricalCrossStatistics) - -LiftStatistics = _reflection.GeneratedProtocolMessageType('LiftStatistics', (_message.Message,), { - 'DESCRIPTOR' : _LIFTSTATISTICS, - '__module__' : 'tensorflow_metadata.proto.v0.statistics_pb2' - # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.LiftStatistics) - }) -_sym_db.RegisterMessage(LiftStatistics) - -LiftSeries = _reflection.GeneratedProtocolMessageType('LiftSeries', (_message.Message,), { - - 'Bucket' : _reflection.GeneratedProtocolMessageType('Bucket', (_message.Message,), { - 'DESCRIPTOR' : _LIFTSERIES_BUCKET, - '__module__' : 'tensorflow_metadata.proto.v0.statistics_pb2' - # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.LiftSeries.Bucket) - }) - , - - 'LiftValue' : _reflection.GeneratedProtocolMessageType('LiftValue', (_message.Message,), { - 'DESCRIPTOR' : _LIFTSERIES_LIFTVALUE, - '__module__' : 'tensorflow_metadata.proto.v0.statistics_pb2' - # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.LiftSeries.LiftValue) - }) - , - 'DESCRIPTOR' : _LIFTSERIES, - '__module__' : 'tensorflow_metadata.proto.v0.statistics_pb2' - # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.LiftSeries) - }) -_sym_db.RegisterMessage(LiftSeries) -_sym_db.RegisterMessage(LiftSeries.Bucket) -_sym_db.RegisterMessage(LiftSeries.LiftValue) - -FeatureNameStatistics = _reflection.GeneratedProtocolMessageType('FeatureNameStatistics', (_message.Message,), { - 'DESCRIPTOR' : _FEATURENAMESTATISTICS, - '__module__' : 'tensorflow_metadata.proto.v0.statistics_pb2' - # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.FeatureNameStatistics) - }) -_sym_db.RegisterMessage(FeatureNameStatistics) - -WeightedCommonStatistics = _reflection.GeneratedProtocolMessageType('WeightedCommonStatistics', (_message.Message,), { - 'DESCRIPTOR' : _WEIGHTEDCOMMONSTATISTICS, - '__module__' : 'tensorflow_metadata.proto.v0.statistics_pb2' - # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.WeightedCommonStatistics) - }) -_sym_db.RegisterMessage(WeightedCommonStatistics) - -CustomStatistic = _reflection.GeneratedProtocolMessageType('CustomStatistic', (_message.Message,), { - 'DESCRIPTOR' : _CUSTOMSTATISTIC, - '__module__' : 'tensorflow_metadata.proto.v0.statistics_pb2' - # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.CustomStatistic) - }) -_sym_db.RegisterMessage(CustomStatistic) - -NumericStatistics = _reflection.GeneratedProtocolMessageType('NumericStatistics', (_message.Message,), { - 'DESCRIPTOR' : _NUMERICSTATISTICS, - '__module__' : 'tensorflow_metadata.proto.v0.statistics_pb2' - # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.NumericStatistics) - }) -_sym_db.RegisterMessage(NumericStatistics) - -StringStatistics = _reflection.GeneratedProtocolMessageType('StringStatistics', (_message.Message,), { - - 'FreqAndValue' : _reflection.GeneratedProtocolMessageType('FreqAndValue', (_message.Message,), { - 'DESCRIPTOR' : _STRINGSTATISTICS_FREQANDVALUE, - '__module__' : 'tensorflow_metadata.proto.v0.statistics_pb2' - # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.StringStatistics.FreqAndValue) - }) - , - 'DESCRIPTOR' : _STRINGSTATISTICS, - '__module__' : 'tensorflow_metadata.proto.v0.statistics_pb2' - # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.StringStatistics) - }) -_sym_db.RegisterMessage(StringStatistics) -_sym_db.RegisterMessage(StringStatistics.FreqAndValue) - -WeightedNumericStatistics = _reflection.GeneratedProtocolMessageType('WeightedNumericStatistics', (_message.Message,), { - 'DESCRIPTOR' : _WEIGHTEDNUMERICSTATISTICS, - '__module__' : 'tensorflow_metadata.proto.v0.statistics_pb2' - # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.WeightedNumericStatistics) - }) -_sym_db.RegisterMessage(WeightedNumericStatistics) - -WeightedStringStatistics = _reflection.GeneratedProtocolMessageType('WeightedStringStatistics', (_message.Message,), { - 'DESCRIPTOR' : _WEIGHTEDSTRINGSTATISTICS, - '__module__' : 'tensorflow_metadata.proto.v0.statistics_pb2' - # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.WeightedStringStatistics) - }) -_sym_db.RegisterMessage(WeightedStringStatistics) - -BytesStatistics = _reflection.GeneratedProtocolMessageType('BytesStatistics', (_message.Message,), { - 'DESCRIPTOR' : _BYTESSTATISTICS, - '__module__' : 'tensorflow_metadata.proto.v0.statistics_pb2' - # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.BytesStatistics) - }) -_sym_db.RegisterMessage(BytesStatistics) - -StructStatistics = _reflection.GeneratedProtocolMessageType('StructStatistics', (_message.Message,), { - 'DESCRIPTOR' : _STRUCTSTATISTICS, - '__module__' : 'tensorflow_metadata.proto.v0.statistics_pb2' - # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.StructStatistics) - }) -_sym_db.RegisterMessage(StructStatistics) - -CommonStatistics = _reflection.GeneratedProtocolMessageType('CommonStatistics', (_message.Message,), { - 'DESCRIPTOR' : _COMMONSTATISTICS, - '__module__' : 'tensorflow_metadata.proto.v0.statistics_pb2' - # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.CommonStatistics) - }) -_sym_db.RegisterMessage(CommonStatistics) - -Histogram = _reflection.GeneratedProtocolMessageType('Histogram', (_message.Message,), { - - 'Bucket' : _reflection.GeneratedProtocolMessageType('Bucket', (_message.Message,), { - 'DESCRIPTOR' : _HISTOGRAM_BUCKET, - '__module__' : 'tensorflow_metadata.proto.v0.statistics_pb2' - # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.Histogram.Bucket) - }) - , - 'DESCRIPTOR' : _HISTOGRAM, - '__module__' : 'tensorflow_metadata.proto.v0.statistics_pb2' - # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.Histogram) - }) -_sym_db.RegisterMessage(Histogram) -_sym_db.RegisterMessage(Histogram.Bucket) - -RankHistogram = _reflection.GeneratedProtocolMessageType('RankHistogram', (_message.Message,), { - - 'Bucket' : _reflection.GeneratedProtocolMessageType('Bucket', (_message.Message,), { - 'DESCRIPTOR' : _RANKHISTOGRAM_BUCKET, - '__module__' : 'tensorflow_metadata.proto.v0.statistics_pb2' - # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.RankHistogram.Bucket) - }) - , - 'DESCRIPTOR' : _RANKHISTOGRAM, - '__module__' : 'tensorflow_metadata.proto.v0.statistics_pb2' - # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.RankHistogram) - }) -_sym_db.RegisterMessage(RankHistogram) -_sym_db.RegisterMessage(RankHistogram.Bucket) - - -DESCRIPTOR._options = None -# @@protoc_insertion_point(module_scope) diff --git a/sdk/python/tensorflow_metadata/proto/v0/statistics_pb2.pyi b/sdk/python/tensorflow_metadata/proto/v0/statistics_pb2.pyi deleted file mode 100644 index e2e3923bf0..0000000000 --- a/sdk/python/tensorflow_metadata/proto/v0/statistics_pb2.pyi +++ /dev/null @@ -1,593 +0,0 @@ -""" -@generated by mypy-protobuf. Do not edit manually! -isort:skip_file -""" -from google.protobuf.descriptor import ( - Descriptor as google___protobuf___descriptor___Descriptor, - EnumDescriptor as google___protobuf___descriptor___EnumDescriptor, - FileDescriptor as google___protobuf___descriptor___FileDescriptor, -) - -from google.protobuf.internal.containers import ( - RepeatedCompositeFieldContainer as google___protobuf___internal___containers___RepeatedCompositeFieldContainer, -) - -from google.protobuf.internal.enum_type_wrapper import ( - _EnumTypeWrapper as google___protobuf___internal___enum_type_wrapper____EnumTypeWrapper, -) - -from google.protobuf.message import ( - Message as google___protobuf___message___Message, -) - -from tensorflow_metadata.proto.v0.path_pb2 import ( - Path as tensorflow_metadata___proto___v0___path_pb2___Path, -) - -from typing import ( - Iterable as typing___Iterable, - NewType as typing___NewType, - Optional as typing___Optional, - Text as typing___Text, - cast as typing___cast, - overload as typing___overload, -) - -from typing_extensions import ( - Literal as typing_extensions___Literal, -) - - -builtin___bool = bool -builtin___bytes = bytes -builtin___float = float -builtin___int = int - - -DESCRIPTOR: google___protobuf___descriptor___FileDescriptor = ... - -class DatasetFeatureStatisticsList(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - - @property - def datasets(self) -> google___protobuf___internal___containers___RepeatedCompositeFieldContainer[type___DatasetFeatureStatistics]: ... - - def __init__(self, - *, - datasets : typing___Optional[typing___Iterable[type___DatasetFeatureStatistics]] = None, - ) -> None: ... - def ClearField(self, field_name: typing_extensions___Literal[u"datasets",b"datasets"]) -> None: ... -type___DatasetFeatureStatisticsList = DatasetFeatureStatisticsList - -class DatasetFeatureStatistics(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - name: typing___Text = ... - num_examples: builtin___int = ... - weighted_num_examples: builtin___float = ... - - @property - def features(self) -> google___protobuf___internal___containers___RepeatedCompositeFieldContainer[type___FeatureNameStatistics]: ... - - @property - def cross_features(self) -> google___protobuf___internal___containers___RepeatedCompositeFieldContainer[type___CrossFeatureStatistics]: ... - - def __init__(self, - *, - name : typing___Optional[typing___Text] = None, - num_examples : typing___Optional[builtin___int] = None, - weighted_num_examples : typing___Optional[builtin___float] = None, - features : typing___Optional[typing___Iterable[type___FeatureNameStatistics]] = None, - cross_features : typing___Optional[typing___Iterable[type___CrossFeatureStatistics]] = None, - ) -> None: ... - def ClearField(self, field_name: typing_extensions___Literal[u"cross_features",b"cross_features",u"features",b"features",u"name",b"name",u"num_examples",b"num_examples",u"weighted_num_examples",b"weighted_num_examples"]) -> None: ... -type___DatasetFeatureStatistics = DatasetFeatureStatistics - -class CrossFeatureStatistics(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - count: builtin___int = ... - - @property - def path_x(self) -> tensorflow_metadata___proto___v0___path_pb2___Path: ... - - @property - def path_y(self) -> tensorflow_metadata___proto___v0___path_pb2___Path: ... - - @property - def num_cross_stats(self) -> type___NumericCrossStatistics: ... - - @property - def categorical_cross_stats(self) -> type___CategoricalCrossStatistics: ... - - def __init__(self, - *, - path_x : typing___Optional[tensorflow_metadata___proto___v0___path_pb2___Path] = None, - path_y : typing___Optional[tensorflow_metadata___proto___v0___path_pb2___Path] = None, - count : typing___Optional[builtin___int] = None, - num_cross_stats : typing___Optional[type___NumericCrossStatistics] = None, - categorical_cross_stats : typing___Optional[type___CategoricalCrossStatistics] = None, - ) -> None: ... - def HasField(self, field_name: typing_extensions___Literal[u"categorical_cross_stats",b"categorical_cross_stats",u"cross_stats",b"cross_stats",u"num_cross_stats",b"num_cross_stats",u"path_x",b"path_x",u"path_y",b"path_y"]) -> builtin___bool: ... - def ClearField(self, field_name: typing_extensions___Literal[u"categorical_cross_stats",b"categorical_cross_stats",u"count",b"count",u"cross_stats",b"cross_stats",u"num_cross_stats",b"num_cross_stats",u"path_x",b"path_x",u"path_y",b"path_y"]) -> None: ... - def WhichOneof(self, oneof_group: typing_extensions___Literal[u"cross_stats",b"cross_stats"]) -> typing_extensions___Literal["num_cross_stats","categorical_cross_stats"]: ... -type___CrossFeatureStatistics = CrossFeatureStatistics - -class NumericCrossStatistics(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - correlation: builtin___float = ... - covariance: builtin___float = ... - - def __init__(self, - *, - correlation : typing___Optional[builtin___float] = None, - covariance : typing___Optional[builtin___float] = None, - ) -> None: ... - def ClearField(self, field_name: typing_extensions___Literal[u"correlation",b"correlation",u"covariance",b"covariance"]) -> None: ... -type___NumericCrossStatistics = NumericCrossStatistics - -class CategoricalCrossStatistics(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - - @property - def lift(self) -> type___LiftStatistics: ... - - def __init__(self, - *, - lift : typing___Optional[type___LiftStatistics] = None, - ) -> None: ... - def HasField(self, field_name: typing_extensions___Literal[u"lift",b"lift"]) -> builtin___bool: ... - def ClearField(self, field_name: typing_extensions___Literal[u"lift",b"lift"]) -> None: ... -type___CategoricalCrossStatistics = CategoricalCrossStatistics - -class LiftStatistics(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - - @property - def lift_series(self) -> google___protobuf___internal___containers___RepeatedCompositeFieldContainer[type___LiftSeries]: ... - - @property - def weighted_lift_series(self) -> google___protobuf___internal___containers___RepeatedCompositeFieldContainer[type___LiftSeries]: ... - - def __init__(self, - *, - lift_series : typing___Optional[typing___Iterable[type___LiftSeries]] = None, - weighted_lift_series : typing___Optional[typing___Iterable[type___LiftSeries]] = None, - ) -> None: ... - def ClearField(self, field_name: typing_extensions___Literal[u"lift_series",b"lift_series",u"weighted_lift_series",b"weighted_lift_series"]) -> None: ... -type___LiftStatistics = LiftStatistics - -class LiftSeries(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - class Bucket(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - low_value: builtin___float = ... - high_value: builtin___float = ... - - def __init__(self, - *, - low_value : typing___Optional[builtin___float] = None, - high_value : typing___Optional[builtin___float] = None, - ) -> None: ... - def ClearField(self, field_name: typing_extensions___Literal[u"high_value",b"high_value",u"low_value",b"low_value"]) -> None: ... - type___Bucket = Bucket - - class LiftValue(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - x_int: builtin___int = ... - x_string: typing___Text = ... - lift: builtin___float = ... - x_count: builtin___int = ... - weighted_x_count: builtin___float = ... - x_and_y_count: builtin___int = ... - weighted_x_and_y_count: builtin___float = ... - - def __init__(self, - *, - x_int : typing___Optional[builtin___int] = None, - x_string : typing___Optional[typing___Text] = None, - lift : typing___Optional[builtin___float] = None, - x_count : typing___Optional[builtin___int] = None, - weighted_x_count : typing___Optional[builtin___float] = None, - x_and_y_count : typing___Optional[builtin___int] = None, - weighted_x_and_y_count : typing___Optional[builtin___float] = None, - ) -> None: ... - def HasField(self, field_name: typing_extensions___Literal[u"weighted_x_and_y_count",b"weighted_x_and_y_count",u"weighted_x_count",b"weighted_x_count",u"x_and_y_count",b"x_and_y_count",u"x_and_y_count_value",b"x_and_y_count_value",u"x_count",b"x_count",u"x_count_value",b"x_count_value",u"x_int",b"x_int",u"x_string",b"x_string",u"x_value",b"x_value"]) -> builtin___bool: ... - def ClearField(self, field_name: typing_extensions___Literal[u"lift",b"lift",u"weighted_x_and_y_count",b"weighted_x_and_y_count",u"weighted_x_count",b"weighted_x_count",u"x_and_y_count",b"x_and_y_count",u"x_and_y_count_value",b"x_and_y_count_value",u"x_count",b"x_count",u"x_count_value",b"x_count_value",u"x_int",b"x_int",u"x_string",b"x_string",u"x_value",b"x_value"]) -> None: ... - @typing___overload - def WhichOneof(self, oneof_group: typing_extensions___Literal[u"x_and_y_count_value",b"x_and_y_count_value"]) -> typing_extensions___Literal["x_and_y_count","weighted_x_and_y_count"]: ... - @typing___overload - def WhichOneof(self, oneof_group: typing_extensions___Literal[u"x_count_value",b"x_count_value"]) -> typing_extensions___Literal["x_count","weighted_x_count"]: ... - @typing___overload - def WhichOneof(self, oneof_group: typing_extensions___Literal[u"x_value",b"x_value"]) -> typing_extensions___Literal["x_int","x_string"]: ... - type___LiftValue = LiftValue - - y_int: builtin___int = ... - y_string: typing___Text = ... - y_count: builtin___int = ... - weighted_y_count: builtin___float = ... - - @property - def y_bucket(self) -> type___LiftSeries.Bucket: ... - - @property - def lift_values(self) -> google___protobuf___internal___containers___RepeatedCompositeFieldContainer[type___LiftSeries.LiftValue]: ... - - def __init__(self, - *, - y_int : typing___Optional[builtin___int] = None, - y_string : typing___Optional[typing___Text] = None, - y_bucket : typing___Optional[type___LiftSeries.Bucket] = None, - y_count : typing___Optional[builtin___int] = None, - weighted_y_count : typing___Optional[builtin___float] = None, - lift_values : typing___Optional[typing___Iterable[type___LiftSeries.LiftValue]] = None, - ) -> None: ... - def HasField(self, field_name: typing_extensions___Literal[u"weighted_y_count",b"weighted_y_count",u"y_bucket",b"y_bucket",u"y_count",b"y_count",u"y_count_value",b"y_count_value",u"y_int",b"y_int",u"y_string",b"y_string",u"y_value",b"y_value"]) -> builtin___bool: ... - def ClearField(self, field_name: typing_extensions___Literal[u"lift_values",b"lift_values",u"weighted_y_count",b"weighted_y_count",u"y_bucket",b"y_bucket",u"y_count",b"y_count",u"y_count_value",b"y_count_value",u"y_int",b"y_int",u"y_string",b"y_string",u"y_value",b"y_value"]) -> None: ... - @typing___overload - def WhichOneof(self, oneof_group: typing_extensions___Literal[u"y_count_value",b"y_count_value"]) -> typing_extensions___Literal["y_count","weighted_y_count"]: ... - @typing___overload - def WhichOneof(self, oneof_group: typing_extensions___Literal[u"y_value",b"y_value"]) -> typing_extensions___Literal["y_int","y_string","y_bucket"]: ... -type___LiftSeries = LiftSeries - -class FeatureNameStatistics(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - TypeValue = typing___NewType('TypeValue', builtin___int) - type___TypeValue = TypeValue - Type: _Type - class _Type(google___protobuf___internal___enum_type_wrapper____EnumTypeWrapper[FeatureNameStatistics.TypeValue]): - DESCRIPTOR: google___protobuf___descriptor___EnumDescriptor = ... - INT = typing___cast(FeatureNameStatistics.TypeValue, 0) - FLOAT = typing___cast(FeatureNameStatistics.TypeValue, 1) - STRING = typing___cast(FeatureNameStatistics.TypeValue, 2) - BYTES = typing___cast(FeatureNameStatistics.TypeValue, 3) - STRUCT = typing___cast(FeatureNameStatistics.TypeValue, 4) - INT = typing___cast(FeatureNameStatistics.TypeValue, 0) - FLOAT = typing___cast(FeatureNameStatistics.TypeValue, 1) - STRING = typing___cast(FeatureNameStatistics.TypeValue, 2) - BYTES = typing___cast(FeatureNameStatistics.TypeValue, 3) - STRUCT = typing___cast(FeatureNameStatistics.TypeValue, 4) - - name: typing___Text = ... - type: type___FeatureNameStatistics.TypeValue = ... - - @property - def path(self) -> tensorflow_metadata___proto___v0___path_pb2___Path: ... - - @property - def num_stats(self) -> type___NumericStatistics: ... - - @property - def string_stats(self) -> type___StringStatistics: ... - - @property - def bytes_stats(self) -> type___BytesStatistics: ... - - @property - def struct_stats(self) -> type___StructStatistics: ... - - @property - def custom_stats(self) -> google___protobuf___internal___containers___RepeatedCompositeFieldContainer[type___CustomStatistic]: ... - - def __init__(self, - *, - name : typing___Optional[typing___Text] = None, - path : typing___Optional[tensorflow_metadata___proto___v0___path_pb2___Path] = None, - type : typing___Optional[type___FeatureNameStatistics.TypeValue] = None, - num_stats : typing___Optional[type___NumericStatistics] = None, - string_stats : typing___Optional[type___StringStatistics] = None, - bytes_stats : typing___Optional[type___BytesStatistics] = None, - struct_stats : typing___Optional[type___StructStatistics] = None, - custom_stats : typing___Optional[typing___Iterable[type___CustomStatistic]] = None, - ) -> None: ... - def HasField(self, field_name: typing_extensions___Literal[u"bytes_stats",b"bytes_stats",u"field_id",b"field_id",u"name",b"name",u"num_stats",b"num_stats",u"path",b"path",u"stats",b"stats",u"string_stats",b"string_stats",u"struct_stats",b"struct_stats"]) -> builtin___bool: ... - def ClearField(self, field_name: typing_extensions___Literal[u"bytes_stats",b"bytes_stats",u"custom_stats",b"custom_stats",u"field_id",b"field_id",u"name",b"name",u"num_stats",b"num_stats",u"path",b"path",u"stats",b"stats",u"string_stats",b"string_stats",u"struct_stats",b"struct_stats",u"type",b"type"]) -> None: ... - @typing___overload - def WhichOneof(self, oneof_group: typing_extensions___Literal[u"field_id",b"field_id"]) -> typing_extensions___Literal["name","path"]: ... - @typing___overload - def WhichOneof(self, oneof_group: typing_extensions___Literal[u"stats",b"stats"]) -> typing_extensions___Literal["num_stats","string_stats","bytes_stats","struct_stats"]: ... -type___FeatureNameStatistics = FeatureNameStatistics - -class WeightedCommonStatistics(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - num_non_missing: builtin___float = ... - num_missing: builtin___float = ... - avg_num_values: builtin___float = ... - tot_num_values: builtin___float = ... - - def __init__(self, - *, - num_non_missing : typing___Optional[builtin___float] = None, - num_missing : typing___Optional[builtin___float] = None, - avg_num_values : typing___Optional[builtin___float] = None, - tot_num_values : typing___Optional[builtin___float] = None, - ) -> None: ... - def ClearField(self, field_name: typing_extensions___Literal[u"avg_num_values",b"avg_num_values",u"num_missing",b"num_missing",u"num_non_missing",b"num_non_missing",u"tot_num_values",b"tot_num_values"]) -> None: ... -type___WeightedCommonStatistics = WeightedCommonStatistics - -class CustomStatistic(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - name: typing___Text = ... - num: builtin___float = ... - str: typing___Text = ... - - @property - def histogram(self) -> type___Histogram: ... - - @property - def rank_histogram(self) -> type___RankHistogram: ... - - def __init__(self, - *, - name : typing___Optional[typing___Text] = None, - num : typing___Optional[builtin___float] = None, - str : typing___Optional[typing___Text] = None, - histogram : typing___Optional[type___Histogram] = None, - rank_histogram : typing___Optional[type___RankHistogram] = None, - ) -> None: ... - def HasField(self, field_name: typing_extensions___Literal[u"histogram",b"histogram",u"num",b"num",u"rank_histogram",b"rank_histogram",u"str",b"str",u"val",b"val"]) -> builtin___bool: ... - def ClearField(self, field_name: typing_extensions___Literal[u"histogram",b"histogram",u"name",b"name",u"num",b"num",u"rank_histogram",b"rank_histogram",u"str",b"str",u"val",b"val"]) -> None: ... - def WhichOneof(self, oneof_group: typing_extensions___Literal[u"val",b"val"]) -> typing_extensions___Literal["num","str","histogram","rank_histogram"]: ... -type___CustomStatistic = CustomStatistic - -class NumericStatistics(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - mean: builtin___float = ... - std_dev: builtin___float = ... - num_zeros: builtin___int = ... - min: builtin___float = ... - median: builtin___float = ... - max: builtin___float = ... - - @property - def common_stats(self) -> type___CommonStatistics: ... - - @property - def histograms(self) -> google___protobuf___internal___containers___RepeatedCompositeFieldContainer[type___Histogram]: ... - - @property - def weighted_numeric_stats(self) -> type___WeightedNumericStatistics: ... - - def __init__(self, - *, - common_stats : typing___Optional[type___CommonStatistics] = None, - mean : typing___Optional[builtin___float] = None, - std_dev : typing___Optional[builtin___float] = None, - num_zeros : typing___Optional[builtin___int] = None, - min : typing___Optional[builtin___float] = None, - median : typing___Optional[builtin___float] = None, - max : typing___Optional[builtin___float] = None, - histograms : typing___Optional[typing___Iterable[type___Histogram]] = None, - weighted_numeric_stats : typing___Optional[type___WeightedNumericStatistics] = None, - ) -> None: ... - def HasField(self, field_name: typing_extensions___Literal[u"common_stats",b"common_stats",u"weighted_numeric_stats",b"weighted_numeric_stats"]) -> builtin___bool: ... - def ClearField(self, field_name: typing_extensions___Literal[u"common_stats",b"common_stats",u"histograms",b"histograms",u"max",b"max",u"mean",b"mean",u"median",b"median",u"min",b"min",u"num_zeros",b"num_zeros",u"std_dev",b"std_dev",u"weighted_numeric_stats",b"weighted_numeric_stats"]) -> None: ... -type___NumericStatistics = NumericStatistics - -class StringStatistics(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - class FreqAndValue(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - value: typing___Text = ... - frequency: builtin___float = ... - - def __init__(self, - *, - value : typing___Optional[typing___Text] = None, - frequency : typing___Optional[builtin___float] = None, - ) -> None: ... - def ClearField(self, field_name: typing_extensions___Literal[u"frequency",b"frequency",u"value",b"value"]) -> None: ... - type___FreqAndValue = FreqAndValue - - unique: builtin___int = ... - avg_length: builtin___float = ... - vocabulary_file: typing___Text = ... - - @property - def common_stats(self) -> type___CommonStatistics: ... - - @property - def top_values(self) -> google___protobuf___internal___containers___RepeatedCompositeFieldContainer[type___StringStatistics.FreqAndValue]: ... - - @property - def rank_histogram(self) -> type___RankHistogram: ... - - @property - def weighted_string_stats(self) -> type___WeightedStringStatistics: ... - - def __init__(self, - *, - common_stats : typing___Optional[type___CommonStatistics] = None, - unique : typing___Optional[builtin___int] = None, - top_values : typing___Optional[typing___Iterable[type___StringStatistics.FreqAndValue]] = None, - avg_length : typing___Optional[builtin___float] = None, - rank_histogram : typing___Optional[type___RankHistogram] = None, - weighted_string_stats : typing___Optional[type___WeightedStringStatistics] = None, - vocabulary_file : typing___Optional[typing___Text] = None, - ) -> None: ... - def HasField(self, field_name: typing_extensions___Literal[u"common_stats",b"common_stats",u"rank_histogram",b"rank_histogram",u"weighted_string_stats",b"weighted_string_stats"]) -> builtin___bool: ... - def ClearField(self, field_name: typing_extensions___Literal[u"avg_length",b"avg_length",u"common_stats",b"common_stats",u"rank_histogram",b"rank_histogram",u"top_values",b"top_values",u"unique",b"unique",u"vocabulary_file",b"vocabulary_file",u"weighted_string_stats",b"weighted_string_stats"]) -> None: ... -type___StringStatistics = StringStatistics - -class WeightedNumericStatistics(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - mean: builtin___float = ... - std_dev: builtin___float = ... - median: builtin___float = ... - - @property - def histograms(self) -> google___protobuf___internal___containers___RepeatedCompositeFieldContainer[type___Histogram]: ... - - def __init__(self, - *, - mean : typing___Optional[builtin___float] = None, - std_dev : typing___Optional[builtin___float] = None, - median : typing___Optional[builtin___float] = None, - histograms : typing___Optional[typing___Iterable[type___Histogram]] = None, - ) -> None: ... - def ClearField(self, field_name: typing_extensions___Literal[u"histograms",b"histograms",u"mean",b"mean",u"median",b"median",u"std_dev",b"std_dev"]) -> None: ... -type___WeightedNumericStatistics = WeightedNumericStatistics - -class WeightedStringStatistics(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - - @property - def top_values(self) -> google___protobuf___internal___containers___RepeatedCompositeFieldContainer[type___StringStatistics.FreqAndValue]: ... - - @property - def rank_histogram(self) -> type___RankHistogram: ... - - def __init__(self, - *, - top_values : typing___Optional[typing___Iterable[type___StringStatistics.FreqAndValue]] = None, - rank_histogram : typing___Optional[type___RankHistogram] = None, - ) -> None: ... - def HasField(self, field_name: typing_extensions___Literal[u"rank_histogram",b"rank_histogram"]) -> builtin___bool: ... - def ClearField(self, field_name: typing_extensions___Literal[u"rank_histogram",b"rank_histogram",u"top_values",b"top_values"]) -> None: ... -type___WeightedStringStatistics = WeightedStringStatistics - -class BytesStatistics(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - unique: builtin___int = ... - avg_num_bytes: builtin___float = ... - min_num_bytes: builtin___float = ... - max_num_bytes: builtin___float = ... - - @property - def common_stats(self) -> type___CommonStatistics: ... - - def __init__(self, - *, - common_stats : typing___Optional[type___CommonStatistics] = None, - unique : typing___Optional[builtin___int] = None, - avg_num_bytes : typing___Optional[builtin___float] = None, - min_num_bytes : typing___Optional[builtin___float] = None, - max_num_bytes : typing___Optional[builtin___float] = None, - ) -> None: ... - def HasField(self, field_name: typing_extensions___Literal[u"common_stats",b"common_stats"]) -> builtin___bool: ... - def ClearField(self, field_name: typing_extensions___Literal[u"avg_num_bytes",b"avg_num_bytes",u"common_stats",b"common_stats",u"max_num_bytes",b"max_num_bytes",u"min_num_bytes",b"min_num_bytes",u"unique",b"unique"]) -> None: ... -type___BytesStatistics = BytesStatistics - -class StructStatistics(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - - @property - def common_stats(self) -> type___CommonStatistics: ... - - def __init__(self, - *, - common_stats : typing___Optional[type___CommonStatistics] = None, - ) -> None: ... - def HasField(self, field_name: typing_extensions___Literal[u"common_stats",b"common_stats"]) -> builtin___bool: ... - def ClearField(self, field_name: typing_extensions___Literal[u"common_stats",b"common_stats"]) -> None: ... -type___StructStatistics = StructStatistics - -class CommonStatistics(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - num_non_missing: builtin___int = ... - num_missing: builtin___int = ... - min_num_values: builtin___int = ... - max_num_values: builtin___int = ... - avg_num_values: builtin___float = ... - tot_num_values: builtin___int = ... - - @property - def num_values_histogram(self) -> type___Histogram: ... - - @property - def weighted_common_stats(self) -> type___WeightedCommonStatistics: ... - - @property - def feature_list_length_histogram(self) -> type___Histogram: ... - - def __init__(self, - *, - num_non_missing : typing___Optional[builtin___int] = None, - num_missing : typing___Optional[builtin___int] = None, - min_num_values : typing___Optional[builtin___int] = None, - max_num_values : typing___Optional[builtin___int] = None, - avg_num_values : typing___Optional[builtin___float] = None, - tot_num_values : typing___Optional[builtin___int] = None, - num_values_histogram : typing___Optional[type___Histogram] = None, - weighted_common_stats : typing___Optional[type___WeightedCommonStatistics] = None, - feature_list_length_histogram : typing___Optional[type___Histogram] = None, - ) -> None: ... - def HasField(self, field_name: typing_extensions___Literal[u"feature_list_length_histogram",b"feature_list_length_histogram",u"num_values_histogram",b"num_values_histogram",u"weighted_common_stats",b"weighted_common_stats"]) -> builtin___bool: ... - def ClearField(self, field_name: typing_extensions___Literal[u"avg_num_values",b"avg_num_values",u"feature_list_length_histogram",b"feature_list_length_histogram",u"max_num_values",b"max_num_values",u"min_num_values",b"min_num_values",u"num_missing",b"num_missing",u"num_non_missing",b"num_non_missing",u"num_values_histogram",b"num_values_histogram",u"tot_num_values",b"tot_num_values",u"weighted_common_stats",b"weighted_common_stats"]) -> None: ... -type___CommonStatistics = CommonStatistics - -class Histogram(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - HistogramTypeValue = typing___NewType('HistogramTypeValue', builtin___int) - type___HistogramTypeValue = HistogramTypeValue - HistogramType: _HistogramType - class _HistogramType(google___protobuf___internal___enum_type_wrapper____EnumTypeWrapper[Histogram.HistogramTypeValue]): - DESCRIPTOR: google___protobuf___descriptor___EnumDescriptor = ... - STANDARD = typing___cast(Histogram.HistogramTypeValue, 0) - QUANTILES = typing___cast(Histogram.HistogramTypeValue, 1) - STANDARD = typing___cast(Histogram.HistogramTypeValue, 0) - QUANTILES = typing___cast(Histogram.HistogramTypeValue, 1) - - class Bucket(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - low_value: builtin___float = ... - high_value: builtin___float = ... - sample_count: builtin___float = ... - - def __init__(self, - *, - low_value : typing___Optional[builtin___float] = None, - high_value : typing___Optional[builtin___float] = None, - sample_count : typing___Optional[builtin___float] = None, - ) -> None: ... - def ClearField(self, field_name: typing_extensions___Literal[u"high_value",b"high_value",u"low_value",b"low_value",u"sample_count",b"sample_count"]) -> None: ... - type___Bucket = Bucket - - num_nan: builtin___int = ... - num_undefined: builtin___int = ... - type: type___Histogram.HistogramTypeValue = ... - name: typing___Text = ... - - @property - def buckets(self) -> google___protobuf___internal___containers___RepeatedCompositeFieldContainer[type___Histogram.Bucket]: ... - - def __init__(self, - *, - num_nan : typing___Optional[builtin___int] = None, - num_undefined : typing___Optional[builtin___int] = None, - buckets : typing___Optional[typing___Iterable[type___Histogram.Bucket]] = None, - type : typing___Optional[type___Histogram.HistogramTypeValue] = None, - name : typing___Optional[typing___Text] = None, - ) -> None: ... - def ClearField(self, field_name: typing_extensions___Literal[u"buckets",b"buckets",u"name",b"name",u"num_nan",b"num_nan",u"num_undefined",b"num_undefined",u"type",b"type"]) -> None: ... -type___Histogram = Histogram - -class RankHistogram(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - class Bucket(google___protobuf___message___Message): - DESCRIPTOR: google___protobuf___descriptor___Descriptor = ... - low_rank: builtin___int = ... - high_rank: builtin___int = ... - label: typing___Text = ... - sample_count: builtin___float = ... - - def __init__(self, - *, - low_rank : typing___Optional[builtin___int] = None, - high_rank : typing___Optional[builtin___int] = None, - label : typing___Optional[typing___Text] = None, - sample_count : typing___Optional[builtin___float] = None, - ) -> None: ... - def ClearField(self, field_name: typing_extensions___Literal[u"high_rank",b"high_rank",u"label",b"label",u"low_rank",b"low_rank",u"sample_count",b"sample_count"]) -> None: ... - type___Bucket = Bucket - - name: typing___Text = ... - - @property - def buckets(self) -> google___protobuf___internal___containers___RepeatedCompositeFieldContainer[type___RankHistogram.Bucket]: ... - - def __init__(self, - *, - buckets : typing___Optional[typing___Iterable[type___RankHistogram.Bucket]] = None, - name : typing___Optional[typing___Text] = None, - ) -> None: ... - def ClearField(self, field_name: typing_extensions___Literal[u"buckets",b"buckets",u"name",b"name"]) -> None: ... -type___RankHistogram = RankHistogram From 366b2fcad0cf36540666f1bd1eac08c693cf77ff Mon Sep 17 00:00:00 2001 From: Gerard Casas Saez Date: Mon, 15 Nov 2021 12:36:03 -0700 Subject: [PATCH 2/2] add missing comma Signed-off-by: Gerard Casas Saez --- sdk/python/setup.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/sdk/python/setup.py b/sdk/python/setup.py index 43e3d0cd4f..2705d66d03 100644 --- a/sdk/python/setup.py +++ b/sdk/python/setup.py @@ -65,7 +65,7 @@ "fastapi>=0.68.0", "uvicorn[standard]>=0.14.0", "proto-plus<1.19.7", - "tensorflow-metadata>=1.0.0<2.0.0", + "tensorflow-metadata>=1.0.0,<2.0.0", ] GCP_REQUIRED = [