tfmd.proto.anomalies_pb2.AnomalyInfo

A ProtocolMessage

description string description
diff_regions repeated DiffRegion diff_regions
path Path path
reason repeated Reason reason
severity Severity severity
short_description string short_description

Child Classes

class Reason

BOOL_TYPE_BIG_INT 1
BOOL_TYPE_BYTES_NOT_INT 2
BOOL_TYPE_BYTES_NOT_STRING 3
BOOL_TYPE_FLOAT_NOT_INT 4
BOOL_TYPE_FLOAT_NOT_STRING 5
BOOL_TYPE_INT_NOT_STRING 6
BOOL_TYPE_SMALL_INT 7
BOOL_TYPE_STRING_NOT_INT 8
BOOL_TYPE_UNEXPECTED_FLOAT 52
BOOL_TYPE_UNEXPECTED_STRING 9
COMPARATOR_CONTROL_DATA_MISSING 40
COMPARATOR_HIGH_NUM_EXAMPLES 50
COMPARATOR_JENSEN_SHANNON_DIVERGENCE_HIGH 63
COMPARATOR_LOW_NUM_EXAMPLES 49
COMPARATOR_L_INFTY_HIGH 42
COMPARATOR_TREATMENT_DATA_MISSING 41
DATASET_HIGH_NUM_EXAMPLES 58
DATASET_LOW_NUM_EXAMPLES 51
DERIVED_FEATURE_BAD_LIFECYCLE 84
DERIVED_FEATURE_INVALID_SOURCE 85
DOMAIN_INVALID_FOR_TYPE 66
EMBEDDING_SHAPE_INVALID 78
ENUM_TYPE_BYTES_NOT_STRING 10
ENUM_TYPE_FLOAT_NOT_STRING 11
ENUM_TYPE_INT_NOT_STRING 12
ENUM_TYPE_INVALID_UTF8 13
ENUM_TYPE_UNEXPECTED_STRING_VALUES 14
ERROR 2
FEATURE_COVERAGE_TOO_LOW 75
FEATURE_COVERAGE_TOO_SHORT_AVG_TOKEN_LENGTH 76
FEATURE_MISSING_NAME 67
FEATURE_MISSING_TYPE 68
FEATURE_TYPE_HIGH_NUMBER_VALUES 15
FEATURE_TYPE_HIGH_UNIQUE 59
FEATURE_TYPE_LOW_FRACTION_PRESENT 16
FEATURE_TYPE_LOW_NUMBER_PRESENT 17
FEATURE_TYPE_LOW_NUMBER_VALUES 18
FEATURE_TYPE_LOW_UNIQUE 60
FEATURE_TYPE_NOT_PRESENT 19
FEATURE_TYPE_NO_UNIQUE 61
FEATURE_TYPE_NO_VALUES 20
FEATURE_TYPE_UNEXPECTED_REPEATED 21
FLOAT_TYPE_BIG_FLOAT 22
FLOAT_TYPE_HAS_INF 62
FLOAT_TYPE_HAS_NAN 53
FLOAT_TYPE_NON_STRING 26
FLOAT_TYPE_NOT_FLOAT 23
FLOAT_TYPE_SMALL_FLOAT 24
FLOAT_TYPE_STRING_NOT_FLOAT 25
FLOAT_TYPE_UNKNOWN_TYPE_NUMBER 27
INT_TYPE_BIG_INT 28
INT_TYPE_INT_EXPECTED 29
INT_TYPE_NOT_INT_STRING 30
INT_TYPE_NOT_STRING 31
INT_TYPE_SMALL_INT 32
INT_TYPE_STRING_EXPECTED 33
INT_TYPE_UNKNOWN_TYPE_NUMBER 34
INVALID_DOMAIN_SPECIFICATION 81
INVALID_FEATURE_SHAPE 80
INVALID_SCHEMA_SPECIFICATION 69
LOW_SUPPORTED_IMAGE_FRACTION 64
MAX_IMAGE_BYTE_SIZE_EXCEEDED 79
MULTIPLE_REASONS 82
NLP_WRONG_LOCATION 77
NO_DATA_IN_SPAN 43
SCHEMA_MISSING_COLUMN 35
SCHEMA_NEW_COLUMN 36
SCHEMA_TRAINING_SERVING_SKEW 37
SEMANTIC_DOMAIN_UPDATE 48
SEQUENCE_VALUE_TOO_FEW_OCCURRENCES 71
SEQUENCE_VALUE_TOO_LARGE_FRACTION 74
SEQUENCE_VALUE_TOO_MANY_OCCURRENCES 72
SEQUENCE_VALUE_TOO_SMALL_FRACTION 73
SPARSE_FEATURE_LENGTH_MISMATCH 46
SPARSE_FEATURE_MISSING_INDEX 45
SPARSE_FEATURE_MISSING_VALUE 44
SPARSE_FEATURE_NAME_COLLISION 47
STATS_NOT_AVAILABLE 83
STRING_TYPE_NOW_FLOAT 38
STRING_TYPE_NOW_INT 39
Severity Instance of google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper
Type Instance of google.protobuf.internal.enum_type_wrapper.EnumTypeWrapper
UNEXPECTED_DATA_TYPE 70
UNKNOWN 0
UNKNOWN_TYPE 0
VALUE_NESTEDNESS_MISMATCH 65
WARNING 1
WEIGHTED_FEATURE_LENGTH_MISMATCH 57
WEIGHTED_FEATURE_MISSING_VALUE 55
WEIGHTED_FEATURE_MISSING_WEIGHT 56
WEIGHTED_FEATURE_NAME_COLLISION 54