# -*- coding: utf-8 -*-
# Generated by the protocol buffer compiler.  DO NOT EDIT!
# source: tensorflow_metadata/proto/v0/anomalies.proto

import sys
_b=sys.version_info[0]<3 and (lambda x:x) or (lambda x:x.encode('latin1'))
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
from tensorflow_metadata.proto.v0 import schema_pb2 as tensorflow__metadata_dot_proto_dot_v0_dot_schema__pb2


DESCRIPTOR = _descriptor.FileDescriptor(
  name='tensorflow_metadata/proto/v0/anomalies.proto',
  package='tensorflow.metadata.v0',
  syntax='proto2',
  serialized_options=_b('\n\032org.tensorflow.metadata.v0P\001\370\001\001'),
  serialized_pb=_b('\n,tensorflow_metadata/proto/v0/anomalies.proto\x12\x16tensorflow.metadata.v0\x1a\'tensorflow_metadata/proto/v0/path.proto\x1a)tensorflow_metadata/proto/v0/schema.proto\"\xf4\x0f\n\x0b\x41nomalyInfo\x12*\n\x04path\x18\x08 \x01(\x0b\x32\x1c.tensorflow.metadata.v0.Path\x12>\n\x08severity\x18\x05 \x01(\x0e\x32,.tensorflow.metadata.v0.AnomalyInfo.Severity\x12\x13\n\x0b\x64\x65scription\x18\x02 \x01(\t\x12\x19\n\x11short_description\x18\x06 \x01(\t\x12\x38\n\x0c\x64iff_regions\x18\x04 \x03(\x0b\x32\".tensorflow.metadata.v0.DiffRegion\x12:\n\x06reason\x18\x07 \x03(\x0b\x32*.tensorflow.metadata.v0.AnomalyInfo.Reason\x1a~\n\x06Reason\x12\x44\n\x04type\x18\x01 \x01(\x0e\x32(.tensorflow.metadata.v0.AnomalyInfo.Type:\x0cUNKNOWN_TYPE\x12\x19\n\x11short_description\x18\x02 \x01(\t\x12\x13\n\x0b\x64\x65scription\x18\x03 \x01(\t\"/\n\x08Severity\x12\x0b\n\x07UNKNOWN\x10\x00\x12\x0b\n\x07WARNING\x10\x01\x12\t\n\x05\x45RROR\x10\x02\"\x95\x0c\n\x04Type\x12\x10\n\x0cUNKNOWN_TYPE\x10\x00\x12\x15\n\x11\x42OOL_TYPE_BIG_INT\x10\x01\x12\x1b\n\x17\x42OOL_TYPE_BYTES_NOT_INT\x10\x02\x12\x1e\n\x1a\x42OOL_TYPE_BYTES_NOT_STRING\x10\x03\x12\x1b\n\x17\x42OOL_TYPE_FLOAT_NOT_INT\x10\x04\x12\x1e\n\x1a\x42OOL_TYPE_FLOAT_NOT_STRING\x10\x05\x12\x1c\n\x18\x42OOL_TYPE_INT_NOT_STRING\x10\x06\x12\x17\n\x13\x42OOL_TYPE_SMALL_INT\x10\x07\x12\x1c\n\x18\x42OOL_TYPE_STRING_NOT_INT\x10\x08\x12\x1f\n\x1b\x42OOL_TYPE_UNEXPECTED_STRING\x10\t\x12\x1e\n\x1a\x45NUM_TYPE_BYTES_NOT_STRING\x10\n\x12\x1e\n\x1a\x45NUM_TYPE_FLOAT_NOT_STRING\x10\x0b\x12\x1c\n\x18\x45NUM_TYPE_INT_NOT_STRING\x10\x0c\x12\x1a\n\x16\x45NUM_TYPE_INVALID_UTF8\x10\r\x12&\n\"ENUM_TYPE_UNEXPECTED_STRING_VALUES\x10\x0e\x12#\n\x1f\x46\x45\x41TURE_TYPE_HIGH_NUMBER_VALUES\x10\x0f\x12%\n!FEATURE_TYPE_LOW_FRACTION_PRESENT\x10\x10\x12#\n\x1f\x46\x45\x41TURE_TYPE_LOW_NUMBER_PRESENT\x10\x11\x12\"\n\x1e\x46\x45\x41TURE_TYPE_LOW_NUMBER_VALUES\x10\x12\x12\x1c\n\x18\x46\x45\x41TURE_TYPE_NOT_PRESENT\x10\x13\x12\x1a\n\x16\x46\x45\x41TURE_TYPE_NO_VALUES\x10\x14\x12$\n FEATURE_TYPE_UNEXPECTED_REPEATED\x10\x15\x12\x18\n\x14\x46LOAT_TYPE_BIG_FLOAT\x10\x16\x12\x18\n\x14\x46LOAT_TYPE_NOT_FLOAT\x10\x17\x12\x1a\n\x16\x46LOAT_TYPE_SMALL_FLOAT\x10\x18\x12\x1f\n\x1b\x46LOAT_TYPE_STRING_NOT_FLOAT\x10\x19\x12\x19\n\x15\x46LOAT_TYPE_NON_STRING\x10\x1a\x12\"\n\x1e\x46LOAT_TYPE_UNKNOWN_TYPE_NUMBER\x10\x1b\x12\x14\n\x10INT_TYPE_BIG_INT\x10\x1c\x12\x19\n\x15INT_TYPE_INT_EXPECTED\x10\x1d\x12\x1b\n\x17INT_TYPE_NOT_INT_STRING\x10\x1e\x12\x17\n\x13INT_TYPE_NOT_STRING\x10\x1f\x12\x16\n\x12INT_TYPE_SMALL_INT\x10 \x12\x1c\n\x18INT_TYPE_STRING_EXPECTED\x10!\x12 \n\x1cINT_TYPE_UNKNOWN_TYPE_NUMBER\x10\"\x12\x19\n\x15SCHEMA_MISSING_COLUMN\x10#\x12\x15\n\x11SCHEMA_NEW_COLUMN\x10$\x12 \n\x1cSCHEMA_TRAINING_SERVING_SKEW\x10%\x12\x19\n\x15STRING_TYPE_NOW_FLOAT\x10&\x12\x17\n\x13STRING_TYPE_NOW_INT\x10\'\x12#\n\x1f\x43OMPARATOR_CONTROL_DATA_MISSING\x10(\x12%\n!COMPARATOR_TREATMENT_DATA_MISSING\x10)\x12\x1b\n\x17\x43OMPARATOR_L_INFTY_HIGH\x10*\x12\x13\n\x0fNO_DATA_IN_SPAN\x10+\x12 \n\x1cSPARSE_FEATURE_MISSING_VALUE\x10,\x12 \n\x1cSPARSE_FEATURE_MISSING_INDEX\x10-\x12\"\n\x1eSPARSE_FEATURE_LENGTH_MISMATCH\x10.\x12!\n\x1dSPARSE_FEATURE_NAME_COLLISION\x10/\x12\x1a\n\x16SEMANTIC_DOMAIN_UPDATE\x10\x30\x12\x1f\n\x1b\x43OMPARATOR_LOW_NUM_EXAMPLES\x10\x31\x12 \n\x1c\x43OMPARATOR_HIGH_NUM_EXAMPLES\x10\x32J\x04\x08\x01\x10\x02J\x04\x08\x03\x10\x04\"\x98\x04\n\tAnomalies\x12\x32\n\x08\x62\x61seline\x18\x01 \x01(\x0b\x32\x1e.tensorflow.metadata.v0.SchemaH\x00\x12\x39\n\x0b\x62\x61seline_v1\x18\x06 \x01(\x0b\x32\x1e.tensorflow.metadata.v0.SchemaB\x02\x18\x01H\x00\x12P\n\x13\x61nomaly_name_format\x18\x07 \x01(\x0e\x32\x33.tensorflow.metadata.v0.Anomalies.AnomalyNameFormat\x12H\n\x0c\x61nomaly_info\x18\x02 \x03(\x0b\x32\x32.tensorflow.metadata.v0.Anomalies.AnomalyInfoEntry\x12\x41\n\x14\x64\x61taset_anomaly_info\x18\x08 \x01(\x0b\x32#.tensorflow.metadata.v0.AnomalyInfo\x12\x14\n\x0c\x64\x61ta_missing\x18\x03 \x01(\x08\x1aW\n\x10\x41nomalyInfoEntry\x12\x0b\n\x03key\x18\x01 \x01(\t\x12\x32\n\x05value\x18\x02 \x01(\x0b\x32#.tensorflow.metadata.v0.AnomalyInfo:\x02\x38\x01\"5\n\x11\x41nomalyNameFormat\x12\x0b\n\x07UNKNOWN\x10\x00\x12\x13\n\x0fSERIALIZED_PATH\x10\x01\x42\x11\n\x0f\x62\x61seline_schemaJ\x04\x08\x04\x10\x05\"\xb9\x02\n\nDiffRegion\x12<\n\tunchanged\x18\x01 \x01(\x0b\x32\'.tensorflow.metadata.v0.UnchangedRegionH\x00\x12\x38\n\x07removed\x18\x02 \x01(\x0b\x32%.tensorflow.metadata.v0.OneSideRegionH\x00\x12\x36\n\x05\x61\x64\x64\x65\x64\x18\x03 \x01(\x0b\x32%.tensorflow.metadata.v0.OneSideRegionH\x00\x12\x38\n\x07\x63hanged\x18\x04 \x01(\x0b\x32%.tensorflow.metadata.v0.ChangedRegionH\x00\x12\x36\n\x06hidden\x18\x05 \x01(\x0b\x32$.tensorflow.metadata.v0.HiddenRegionH\x00\x42\t\n\x07\x64\x65tails\"L\n\x0fUnchangedRegion\x12\x12\n\nleft_start\x18\x01 \x01(\x05\x12\x13\n\x0bright_start\x18\x02 \x01(\x05\x12\x10\n\x08\x63ontents\x18\x03 \x03(\t\"0\n\rOneSideRegion\x12\r\n\x05start\x18\x01 \x01(\x05\x12\x10\n\x08\x63ontents\x18\x02 \x03(\t\"g\n\rChangedRegion\x12\x12\n\nleft_start\x18\x01 \x01(\x05\x12\x15\n\rleft_contents\x18\x02 \x03(\t\x12\x13\n\x0bright_start\x18\x03 \x01(\x05\x12\x16\n\x0eright_contents\x18\x04 \x03(\t\"E\n\x0cHiddenRegion\x12\x12\n\nleft_start\x18\x01 \x01(\x05\x12\x13\n\x0bright_start\x18\x02 \x01(\x05\x12\x0c\n\x04size\x18\x03 \x01(\x05\x42!\n\x1aorg.tensorflow.metadata.v0P\x01\xf8\x01\x01')
  ,
  dependencies=[tensorflow__metadata_dot_proto_dot_v0_dot_path__pb2.DESCRIPTOR,tensorflow__metadata_dot_proto_dot_v0_dot_schema__pb2.DESCRIPTOR,])



_ANOMALYINFO_SEVERITY = _descriptor.EnumDescriptor(
  name='Severity',
  full_name='tensorflow.metadata.v0.AnomalyInfo.Severity',
  filename=None,
  file=DESCRIPTOR,
  values=[
    _descriptor.EnumValueDescriptor(
      name='UNKNOWN', index=0, number=0,
      serialized_options=None,
      type=None),
    _descriptor.EnumValueDescriptor(
      name='WARNING', index=1, number=1,
      serialized_options=None,
      type=None),
    _descriptor.EnumValueDescriptor(
      name='ERROR', index=2, number=2,
      serialized_options=None,
      type=None),
  ],
  containing_type=None,
  serialized_options=None,
  serialized_start=574,
  serialized_end=621,
)
_sym_db.RegisterEnumDescriptor(_ANOMALYINFO_SEVERITY)

_ANOMALYINFO_TYPE = _descriptor.EnumDescriptor(
  name='Type',
  full_name='tensorflow.metadata.v0.AnomalyInfo.Type',
  filename=None,
  file=DESCRIPTOR,
  values=[
    _descriptor.EnumValueDescriptor(
      name='UNKNOWN_TYPE', index=0, number=0,
      serialized_options=None,
      type=None),
    _descriptor.EnumValueDescriptor(
      name='BOOL_TYPE_BIG_INT', index=1, number=1,
      serialized_options=None,
      type=None),
    _descriptor.EnumValueDescriptor(
      name='BOOL_TYPE_BYTES_NOT_INT', index=2, number=2,
      serialized_options=None,
      type=None),
    _descriptor.EnumValueDescriptor(
      name='BOOL_TYPE_BYTES_NOT_STRING', index=3, number=3,
      serialized_options=None,
      type=None),
    _descriptor.EnumValueDescriptor(
      name='BOOL_TYPE_FLOAT_NOT_INT', index=4, number=4,
      serialized_options=None,
      type=None),
    _descriptor.EnumValueDescriptor(
      name='BOOL_TYPE_FLOAT_NOT_STRING', index=5, number=5,
      serialized_options=None,
      type=None),
    _descriptor.EnumValueDescriptor(
      name='BOOL_TYPE_INT_NOT_STRING', index=6, number=6,
      serialized_options=None,
      type=None),
    _descriptor.EnumValueDescriptor(
      name='BOOL_TYPE_SMALL_INT', index=7, number=7,
      serialized_options=None,
      type=None),
    _descriptor.EnumValueDescriptor(
      name='BOOL_TYPE_STRING_NOT_INT', index=8, number=8,
      serialized_options=None,
      type=None),
    _descriptor.EnumValueDescriptor(
      name='BOOL_TYPE_UNEXPECTED_STRING', index=9, number=9,
      serialized_options=None,
      type=None),
    _descriptor.EnumValueDescriptor(
      name='ENUM_TYPE_BYTES_NOT_STRING', index=10, number=10,
      serialized_options=None,
      type=None),
    _descriptor.EnumValueDescriptor(
      name='ENUM_TYPE_FLOAT_NOT_STRING', index=11, number=11,
      serialized_options=None,
      type=None),
    _descriptor.EnumValueDescriptor(
      name='ENUM_TYPE_INT_NOT_STRING', index=12, number=12,
      serialized_options=None,
      type=None),
    _descriptor.EnumValueDescriptor(
      name='ENUM_TYPE_INVALID_UTF8', index=13, number=13,
      serialized_options=None,
      type=None),
    _descriptor.EnumValueDescriptor(
      name='ENUM_TYPE_UNEXPECTED_STRING_VALUES', index=14, number=14,
      serialized_options=None,
      type=None),
    _descriptor.EnumValueDescriptor(
      name='FEATURE_TYPE_HIGH_NUMBER_VALUES', index=15, number=15,
      serialized_options=None,
      type=None),
    _descriptor.EnumValueDescriptor(
      name='FEATURE_TYPE_LOW_FRACTION_PRESENT', index=16, number=16,
      serialized_options=None,
      type=None),
    _descriptor.EnumValueDescriptor(
      name='FEATURE_TYPE_LOW_NUMBER_PRESENT', index=17, number=17,
      serialized_options=None,
      type=None),
    _descriptor.EnumValueDescriptor(
      name='FEATURE_TYPE_LOW_NUMBER_VALUES', index=18, number=18,
      serialized_options=None,
      type=None),
    _descriptor.EnumValueDescriptor(
      name='FEATURE_TYPE_NOT_PRESENT', index=19, number=19,
      serialized_options=None,
      type=None),
    _descriptor.EnumValueDescriptor(
      name='FEATURE_TYPE_NO_VALUES', index=20, number=20,
      serialized_options=None,
      type=None),
    _descriptor.EnumValueDescriptor(
      name='FEATURE_TYPE_UNEXPECTED_REPEATED', index=21, number=21,
      serialized_options=None,
      type=None),
    _descriptor.EnumValueDescriptor(
      name='FLOAT_TYPE_BIG_FLOAT', index=22, number=22,
      serialized_options=None,
      type=None),
    _descriptor.EnumValueDescriptor(
      name='FLOAT_TYPE_NOT_FLOAT', index=23, number=23,
      serialized_options=None,
      type=None),
    _descriptor.EnumValueDescriptor(
      name='FLOAT_TYPE_SMALL_FLOAT', index=24, number=24,
      serialized_options=None,
      type=None),
    _descriptor.EnumValueDescriptor(
      name='FLOAT_TYPE_STRING_NOT_FLOAT', index=25, number=25,
      serialized_options=None,
      type=None),
    _descriptor.EnumValueDescriptor(
      name='FLOAT_TYPE_NON_STRING', index=26, number=26,
      serialized_options=None,
      type=None),
    _descriptor.EnumValueDescriptor(
      name='FLOAT_TYPE_UNKNOWN_TYPE_NUMBER', index=27, number=27,
      serialized_options=None,
      type=None),
    _descriptor.EnumValueDescriptor(
      name='INT_TYPE_BIG_INT', index=28, number=28,
      serialized_options=None,
      type=None),
    _descriptor.EnumValueDescriptor(
      name='INT_TYPE_INT_EXPECTED', index=29, number=29,
      serialized_options=None,
      type=None),
    _descriptor.EnumValueDescriptor(
      name='INT_TYPE_NOT_INT_STRING', index=30, number=30,
      serialized_options=None,
      type=None),
    _descriptor.EnumValueDescriptor(
      name='INT_TYPE_NOT_STRING', index=31, number=31,
      serialized_options=None,
      type=None),
    _descriptor.EnumValueDescriptor(
      name='INT_TYPE_SMALL_INT', index=32, number=32,
      serialized_options=None,
      type=None),
    _descriptor.EnumValueDescriptor(
      name='INT_TYPE_STRING_EXPECTED', index=33, number=33,
      serialized_options=None,
      type=None),
    _descriptor.EnumValueDescriptor(
      name='INT_TYPE_UNKNOWN_TYPE_NUMBER', index=34, number=34,
      serialized_options=None,
      type=None),
    _descriptor.EnumValueDescriptor(
      name='SCHEMA_MISSING_COLUMN', index=35, number=35,
      serialized_options=None,
      type=None),
    _descriptor.EnumValueDescriptor(
      name='SCHEMA_NEW_COLUMN', index=36, number=36,
      serialized_options=None,
      type=None),
    _descriptor.EnumValueDescriptor(
      name='SCHEMA_TRAINING_SERVING_SKEW', index=37, number=37,
      serialized_options=None,
      type=None),
    _descriptor.EnumValueDescriptor(
      name='STRING_TYPE_NOW_FLOAT', index=38, number=38,
      serialized_options=None,
      type=None),
    _descriptor.EnumValueDescriptor(
      name='STRING_TYPE_NOW_INT', index=39, number=39,
      serialized_options=None,
      type=None),
    _descriptor.EnumValueDescriptor(
      name='COMPARATOR_CONTROL_DATA_MISSING', index=40, number=40,
      serialized_options=None,
      type=None),
    _descriptor.EnumValueDescriptor(
      name='COMPARATOR_TREATMENT_DATA_MISSING', index=41, number=41,
      serialized_options=None,
      type=None),
    _descriptor.EnumValueDescriptor(
      name='COMPARATOR_L_INFTY_HIGH', index=42, number=42,
      serialized_options=None,
      type=None),
    _descriptor.EnumValueDescriptor(
      name='NO_DATA_IN_SPAN', index=43, number=43,
      serialized_options=None,
      type=None),
    _descriptor.EnumValueDescriptor(
      name='SPARSE_FEATURE_MISSING_VALUE', index=44, number=44,
      serialized_options=None,
      type=None),
    _descriptor.EnumValueDescriptor(
      name='SPARSE_FEATURE_MISSING_INDEX', index=45, number=45,
      serialized_options=None,
      type=None),
    _descriptor.EnumValueDescriptor(
      name='SPARSE_FEATURE_LENGTH_MISMATCH', index=46, number=46,
      serialized_options=None,
      type=None),
    _descriptor.EnumValueDescriptor(
      name='SPARSE_FEATURE_NAME_COLLISION', index=47, number=47,
      serialized_options=None,
      type=None),
    _descriptor.EnumValueDescriptor(
      name='SEMANTIC_DOMAIN_UPDATE', index=48, number=48,
      serialized_options=None,
      type=None),
    _descriptor.EnumValueDescriptor(
      name='COMPARATOR_LOW_NUM_EXAMPLES', index=49, number=49,
      serialized_options=None,
      type=None),
    _descriptor.EnumValueDescriptor(
      name='COMPARATOR_HIGH_NUM_EXAMPLES', index=50, number=50,
      serialized_options=None,
      type=None),
  ],
  containing_type=None,
  serialized_options=None,
  serialized_start=624,
  serialized_end=2181,
)
_sym_db.RegisterEnumDescriptor(_ANOMALYINFO_TYPE)

_ANOMALIES_ANOMALYNAMEFORMAT = _descriptor.EnumDescriptor(
  name='AnomalyNameFormat',
  full_name='tensorflow.metadata.v0.Anomalies.AnomalyNameFormat',
  filename=None,
  file=DESCRIPTOR,
  values=[
    _descriptor.EnumValueDescriptor(
      name='UNKNOWN', index=0, number=0,
      serialized_options=None,
      type=None),
    _descriptor.EnumValueDescriptor(
      name='SERIALIZED_PATH', index=1, number=1,
      serialized_options=None,
      type=None),
  ],
  containing_type=None,
  serialized_options=None,
  serialized_start=2654,
  serialized_end=2707,
)
_sym_db.RegisterEnumDescriptor(_ANOMALIES_ANOMALYNAMEFORMAT)


_ANOMALYINFO_REASON = _descriptor.Descriptor(
  name='Reason',
  full_name='tensorflow.metadata.v0.AnomalyInfo.Reason',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  fields=[
    _descriptor.FieldDescriptor(
      name='type', full_name='tensorflow.metadata.v0.AnomalyInfo.Reason.type', index=0,
      number=1, type=14, cpp_type=8, label=1,
      has_default_value=True, default_value=0,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='short_description', full_name='tensorflow.metadata.v0.AnomalyInfo.Reason.short_description', 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),
    _descriptor.FieldDescriptor(
      name='description', full_name='tensorflow.metadata.v0.AnomalyInfo.Reason.description', index=2,
      number=3, 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),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto2',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=446,
  serialized_end=572,
)

_ANOMALYINFO = _descriptor.Descriptor(
  name='AnomalyInfo',
  full_name='tensorflow.metadata.v0.AnomalyInfo',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  fields=[
    _descriptor.FieldDescriptor(
      name='path', full_name='tensorflow.metadata.v0.AnomalyInfo.path', index=0,
      number=8, 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),
    _descriptor.FieldDescriptor(
      name='severity', full_name='tensorflow.metadata.v0.AnomalyInfo.severity', index=1,
      number=5, type=14, cpp_type=8, 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),
    _descriptor.FieldDescriptor(
      name='description', full_name='tensorflow.metadata.v0.AnomalyInfo.description', index=2,
      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),
    _descriptor.FieldDescriptor(
      name='short_description', full_name='tensorflow.metadata.v0.AnomalyInfo.short_description', index=3,
      number=6, 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),
    _descriptor.FieldDescriptor(
      name='diff_regions', full_name='tensorflow.metadata.v0.AnomalyInfo.diff_regions', index=4,
      number=4, 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),
    _descriptor.FieldDescriptor(
      name='reason', full_name='tensorflow.metadata.v0.AnomalyInfo.reason', index=5,
      number=7, 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),
  ],
  extensions=[
  ],
  nested_types=[_ANOMALYINFO_REASON, ],
  enum_types=[
    _ANOMALYINFO_SEVERITY,
    _ANOMALYINFO_TYPE,
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto2',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=157,
  serialized_end=2193,
)


_ANOMALIES_ANOMALYINFOENTRY = _descriptor.Descriptor(
  name='AnomalyInfoEntry',
  full_name='tensorflow.metadata.v0.Anomalies.AnomalyInfoEntry',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  fields=[
    _descriptor.FieldDescriptor(
      name='key', full_name='tensorflow.metadata.v0.Anomalies.AnomalyInfoEntry.key', index=0,
      number=1, 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),
    _descriptor.FieldDescriptor(
      name='value', full_name='tensorflow.metadata.v0.Anomalies.AnomalyInfoEntry.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),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=_b('8\001'),
  is_extendable=False,
  syntax='proto2',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=2565,
  serialized_end=2652,
)

_ANOMALIES = _descriptor.Descriptor(
  name='Anomalies',
  full_name='tensorflow.metadata.v0.Anomalies',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  fields=[
    _descriptor.FieldDescriptor(
      name='baseline', full_name='tensorflow.metadata.v0.Anomalies.baseline', 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),
    _descriptor.FieldDescriptor(
      name='baseline_v1', full_name='tensorflow.metadata.v0.Anomalies.baseline_v1', index=1,
      number=6, 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=_b('\030\001'), file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='anomaly_name_format', full_name='tensorflow.metadata.v0.Anomalies.anomaly_name_format', index=2,
      number=7, type=14, cpp_type=8, 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),
    _descriptor.FieldDescriptor(
      name='anomaly_info', full_name='tensorflow.metadata.v0.Anomalies.anomaly_info', index=3,
      number=2, 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),
    _descriptor.FieldDescriptor(
      name='dataset_anomaly_info', full_name='tensorflow.metadata.v0.Anomalies.dataset_anomaly_info', index=4,
      number=8, 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),
    _descriptor.FieldDescriptor(
      name='data_missing', full_name='tensorflow.metadata.v0.Anomalies.data_missing', index=5,
      number=3, type=8, cpp_type=7, label=1,
      has_default_value=False, default_value=False,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
  ],
  extensions=[
  ],
  nested_types=[_ANOMALIES_ANOMALYINFOENTRY, ],
  enum_types=[
    _ANOMALIES_ANOMALYNAMEFORMAT,
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto2',
  extension_ranges=[],
  oneofs=[
    _descriptor.OneofDescriptor(
      name='baseline_schema', full_name='tensorflow.metadata.v0.Anomalies.baseline_schema',
      index=0, containing_type=None, fields=[]),
  ],
  serialized_start=2196,
  serialized_end=2732,
)


_DIFFREGION = _descriptor.Descriptor(
  name='DiffRegion',
  full_name='tensorflow.metadata.v0.DiffRegion',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  fields=[
    _descriptor.FieldDescriptor(
      name='unchanged', full_name='tensorflow.metadata.v0.DiffRegion.unchanged', 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),
    _descriptor.FieldDescriptor(
      name='removed', full_name='tensorflow.metadata.v0.DiffRegion.removed', 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),
    _descriptor.FieldDescriptor(
      name='added', full_name='tensorflow.metadata.v0.DiffRegion.added', index=2,
      number=3, 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),
    _descriptor.FieldDescriptor(
      name='changed', full_name='tensorflow.metadata.v0.DiffRegion.changed', index=3,
      number=4, 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),
    _descriptor.FieldDescriptor(
      name='hidden', full_name='tensorflow.metadata.v0.DiffRegion.hidden', 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),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto2',
  extension_ranges=[],
  oneofs=[
    _descriptor.OneofDescriptor(
      name='details', full_name='tensorflow.metadata.v0.DiffRegion.details',
      index=0, containing_type=None, fields=[]),
  ],
  serialized_start=2735,
  serialized_end=3048,
)


_UNCHANGEDREGION = _descriptor.Descriptor(
  name='UnchangedRegion',
  full_name='tensorflow.metadata.v0.UnchangedRegion',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  fields=[
    _descriptor.FieldDescriptor(
      name='left_start', full_name='tensorflow.metadata.v0.UnchangedRegion.left_start', index=0,
      number=1, type=5, cpp_type=1, 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),
    _descriptor.FieldDescriptor(
      name='right_start', full_name='tensorflow.metadata.v0.UnchangedRegion.right_start', index=1,
      number=2, type=5, cpp_type=1, 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),
    _descriptor.FieldDescriptor(
      name='contents', full_name='tensorflow.metadata.v0.UnchangedRegion.contents', index=2,
      number=3, 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),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto2',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=3050,
  serialized_end=3126,
)


_ONESIDEREGION = _descriptor.Descriptor(
  name='OneSideRegion',
  full_name='tensorflow.metadata.v0.OneSideRegion',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  fields=[
    _descriptor.FieldDescriptor(
      name='start', full_name='tensorflow.metadata.v0.OneSideRegion.start', index=0,
      number=1, type=5, cpp_type=1, 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),
    _descriptor.FieldDescriptor(
      name='contents', full_name='tensorflow.metadata.v0.OneSideRegion.contents', index=1,
      number=2, 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),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto2',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=3128,
  serialized_end=3176,
)


_CHANGEDREGION = _descriptor.Descriptor(
  name='ChangedRegion',
  full_name='tensorflow.metadata.v0.ChangedRegion',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  fields=[
    _descriptor.FieldDescriptor(
      name='left_start', full_name='tensorflow.metadata.v0.ChangedRegion.left_start', index=0,
      number=1, type=5, cpp_type=1, 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),
    _descriptor.FieldDescriptor(
      name='left_contents', full_name='tensorflow.metadata.v0.ChangedRegion.left_contents', index=1,
      number=2, 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),
    _descriptor.FieldDescriptor(
      name='right_start', full_name='tensorflow.metadata.v0.ChangedRegion.right_start', index=2,
      number=3, type=5, cpp_type=1, 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),
    _descriptor.FieldDescriptor(
      name='right_contents', full_name='tensorflow.metadata.v0.ChangedRegion.right_contents', index=3,
      number=4, 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),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto2',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=3178,
  serialized_end=3281,
)


_HIDDENREGION = _descriptor.Descriptor(
  name='HiddenRegion',
  full_name='tensorflow.metadata.v0.HiddenRegion',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  fields=[
    _descriptor.FieldDescriptor(
      name='left_start', full_name='tensorflow.metadata.v0.HiddenRegion.left_start', index=0,
      number=1, type=5, cpp_type=1, 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),
    _descriptor.FieldDescriptor(
      name='right_start', full_name='tensorflow.metadata.v0.HiddenRegion.right_start', index=1,
      number=2, type=5, cpp_type=1, 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),
    _descriptor.FieldDescriptor(
      name='size', full_name='tensorflow.metadata.v0.HiddenRegion.size', index=2,
      number=3, type=5, cpp_type=1, 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),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto2',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=3283,
  serialized_end=3352,
)

_ANOMALYINFO_REASON.fields_by_name['type'].enum_type = _ANOMALYINFO_TYPE
_ANOMALYINFO_REASON.containing_type = _ANOMALYINFO
_ANOMALYINFO.fields_by_name['path'].message_type = tensorflow__metadata_dot_proto_dot_v0_dot_path__pb2._PATH
_ANOMALYINFO.fields_by_name['severity'].enum_type = _ANOMALYINFO_SEVERITY
_ANOMALYINFO.fields_by_name['diff_regions'].message_type = _DIFFREGION
_ANOMALYINFO.fields_by_name['reason'].message_type = _ANOMALYINFO_REASON
_ANOMALYINFO_SEVERITY.containing_type = _ANOMALYINFO
_ANOMALYINFO_TYPE.containing_type = _ANOMALYINFO
_ANOMALIES_ANOMALYINFOENTRY.fields_by_name['value'].message_type = _ANOMALYINFO
_ANOMALIES_ANOMALYINFOENTRY.containing_type = _ANOMALIES
_ANOMALIES.fields_by_name['baseline'].message_type = tensorflow__metadata_dot_proto_dot_v0_dot_schema__pb2._SCHEMA
_ANOMALIES.fields_by_name['baseline_v1'].message_type = tensorflow__metadata_dot_proto_dot_v0_dot_schema__pb2._SCHEMA
_ANOMALIES.fields_by_name['anomaly_name_format'].enum_type = _ANOMALIES_ANOMALYNAMEFORMAT
_ANOMALIES.fields_by_name['anomaly_info'].message_type = _ANOMALIES_ANOMALYINFOENTRY
_ANOMALIES.fields_by_name['dataset_anomaly_info'].message_type = _ANOMALYINFO
_ANOMALIES_ANOMALYNAMEFORMAT.containing_type = _ANOMALIES
_ANOMALIES.oneofs_by_name['baseline_schema'].fields.append(
  _ANOMALIES.fields_by_name['baseline'])
_ANOMALIES.fields_by_name['baseline'].containing_oneof = _ANOMALIES.oneofs_by_name['baseline_schema']
_ANOMALIES.oneofs_by_name['baseline_schema'].fields.append(
  _ANOMALIES.fields_by_name['baseline_v1'])
_ANOMALIES.fields_by_name['baseline_v1'].containing_oneof = _ANOMALIES.oneofs_by_name['baseline_schema']
_DIFFREGION.fields_by_name['unchanged'].message_type = _UNCHANGEDREGION
_DIFFREGION.fields_by_name['removed'].message_type = _ONESIDEREGION
_DIFFREGION.fields_by_name['added'].message_type = _ONESIDEREGION
_DIFFREGION.fields_by_name['changed'].message_type = _CHANGEDREGION
_DIFFREGION.fields_by_name['hidden'].message_type = _HIDDENREGION
_DIFFREGION.oneofs_by_name['details'].fields.append(
  _DIFFREGION.fields_by_name['unchanged'])
_DIFFREGION.fields_by_name['unchanged'].containing_oneof = _DIFFREGION.oneofs_by_name['details']
_DIFFREGION.oneofs_by_name['details'].fields.append(
  _DIFFREGION.fields_by_name['removed'])
_DIFFREGION.fields_by_name['removed'].containing_oneof = _DIFFREGION.oneofs_by_name['details']
_DIFFREGION.oneofs_by_name['details'].fields.append(
  _DIFFREGION.fields_by_name['added'])
_DIFFREGION.fields_by_name['added'].containing_oneof = _DIFFREGION.oneofs_by_name['details']
_DIFFREGION.oneofs_by_name['details'].fields.append(
  _DIFFREGION.fields_by_name['changed'])
_DIFFREGION.fields_by_name['changed'].containing_oneof = _DIFFREGION.oneofs_by_name['details']
_DIFFREGION.oneofs_by_name['details'].fields.append(
  _DIFFREGION.fields_by_name['hidden'])
_DIFFREGION.fields_by_name['hidden'].containing_oneof = _DIFFREGION.oneofs_by_name['details']
DESCRIPTOR.message_types_by_name['AnomalyInfo'] = _ANOMALYINFO
DESCRIPTOR.message_types_by_name['Anomalies'] = _ANOMALIES
DESCRIPTOR.message_types_by_name['DiffRegion'] = _DIFFREGION
DESCRIPTOR.message_types_by_name['UnchangedRegion'] = _UNCHANGEDREGION
DESCRIPTOR.message_types_by_name['OneSideRegion'] = _ONESIDEREGION
DESCRIPTOR.message_types_by_name['ChangedRegion'] = _CHANGEDREGION
DESCRIPTOR.message_types_by_name['HiddenRegion'] = _HIDDENREGION
_sym_db.RegisterFileDescriptor(DESCRIPTOR)

AnomalyInfo = _reflection.GeneratedProtocolMessageType('AnomalyInfo', (_message.Message,), dict(

  Reason = _reflection.GeneratedProtocolMessageType('Reason', (_message.Message,), dict(
    DESCRIPTOR = _ANOMALYINFO_REASON,
    __module__ = 'tensorflow_metadata.proto.v0.anomalies_pb2'
    # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.AnomalyInfo.Reason)
    ))
  ,
  DESCRIPTOR = _ANOMALYINFO,
  __module__ = 'tensorflow_metadata.proto.v0.anomalies_pb2'
  # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.AnomalyInfo)
  ))
_sym_db.RegisterMessage(AnomalyInfo)
_sym_db.RegisterMessage(AnomalyInfo.Reason)

Anomalies = _reflection.GeneratedProtocolMessageType('Anomalies', (_message.Message,), dict(

  AnomalyInfoEntry = _reflection.GeneratedProtocolMessageType('AnomalyInfoEntry', (_message.Message,), dict(
    DESCRIPTOR = _ANOMALIES_ANOMALYINFOENTRY,
    __module__ = 'tensorflow_metadata.proto.v0.anomalies_pb2'
    # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.Anomalies.AnomalyInfoEntry)
    ))
  ,
  DESCRIPTOR = _ANOMALIES,
  __module__ = 'tensorflow_metadata.proto.v0.anomalies_pb2'
  # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.Anomalies)
  ))
_sym_db.RegisterMessage(Anomalies)
_sym_db.RegisterMessage(Anomalies.AnomalyInfoEntry)

DiffRegion = _reflection.GeneratedProtocolMessageType('DiffRegion', (_message.Message,), dict(
  DESCRIPTOR = _DIFFREGION,
  __module__ = 'tensorflow_metadata.proto.v0.anomalies_pb2'
  # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.DiffRegion)
  ))
_sym_db.RegisterMessage(DiffRegion)

UnchangedRegion = _reflection.GeneratedProtocolMessageType('UnchangedRegion', (_message.Message,), dict(
  DESCRIPTOR = _UNCHANGEDREGION,
  __module__ = 'tensorflow_metadata.proto.v0.anomalies_pb2'
  # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.UnchangedRegion)
  ))
_sym_db.RegisterMessage(UnchangedRegion)

OneSideRegion = _reflection.GeneratedProtocolMessageType('OneSideRegion', (_message.Message,), dict(
  DESCRIPTOR = _ONESIDEREGION,
  __module__ = 'tensorflow_metadata.proto.v0.anomalies_pb2'
  # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.OneSideRegion)
  ))
_sym_db.RegisterMessage(OneSideRegion)

ChangedRegion = _reflection.GeneratedProtocolMessageType('ChangedRegion', (_message.Message,), dict(
  DESCRIPTOR = _CHANGEDREGION,
  __module__ = 'tensorflow_metadata.proto.v0.anomalies_pb2'
  # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.ChangedRegion)
  ))
_sym_db.RegisterMessage(ChangedRegion)

HiddenRegion = _reflection.GeneratedProtocolMessageType('HiddenRegion', (_message.Message,), dict(
  DESCRIPTOR = _HIDDENREGION,
  __module__ = 'tensorflow_metadata.proto.v0.anomalies_pb2'
  # @@protoc_insertion_point(class_scope:tensorflow.metadata.v0.HiddenRegion)
  ))
_sym_db.RegisterMessage(HiddenRegion)


DESCRIPTOR._options = None
_ANOMALIES_ANOMALYINFOENTRY._options = None
_ANOMALIES.fields_by_name['baseline_v1']._options = None
# @@protoc_insertion_point(module_scope)
