Class DataSchemaDetails (0.2.0) 

DataSchemaDetails(mapping=None, *, ignore_unknown_fields=False, **kwargs)

Data schema details indicates the data type and the data struct corresponding to the key of user specified annotation.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

Attributes
Name Description
type_ google.cloud.visionai_v1.types.DataSchemaDetails.DataType
Type of the annotation. This field is a member of oneof_ _type.
proto_any_config google.cloud.visionai_v1.types.DataSchemaDetails.ProtoAnyConfig
Config for protobuf any type.
list_config google.cloud.visionai_v1.types.DataSchemaDetails.ListConfig
Config for List data type.
customized_struct_config google.cloud.visionai_v1.types.DataSchemaDetails.CustomizedStructConfig
Config for CustomizedStruct data type.
granularity google.cloud.visionai_v1.types.DataSchemaDetails.Granularity
The granularity associated with this DataSchema. This field is a member of oneof_ _granularity.
search_strategy google.cloud.visionai_v1.types.DataSchemaDetails.SearchStrategy
The search strategy to be applied on the key above.

Classes

CustomizedStructConfig

CustomizedStructConfig(mapping=None, *, ignore_unknown_fields=False, **kwargs)

The configuration for CUSTOMIZED_STRUCT data type.

DataType

DataType(value)

Data type of the annotation.

    - DataSchema.SearchStrategy.NO_SEARCH,
    - DataSchema.SearchStrategy.EXACT_SEARCH. Supports query by
      IntRangeArray.
FLOAT (2):
    Float type. Allowed search strategies:

    - DataSchema.SearchStrategy.NO_SEARCH,
    - DataSchema.SearchStrategy.EXACT_SEARCH. Supports query by
      FloatRangeArray.
STRING (3):
    String type. Allowed search strategies:

    - DataSchema.SearchStrategy.NO_SEARCH,
    - DataSchema.SearchStrategy.EXACT_SEARCH,
    - DataSchema.SearchStrategy.SMART_SEARCH.
DATETIME (5):
    Supported formats: %Y-%m-%dT%H:%M:%E\ *S%E*\ z
    (absl::RFC3339_full) %Y-%m-%dT%H:%M:%E\ *S
    %Y-%m-%dT%H:%M%E*\ z %Y-%m-%dT%H:%M %Y-%m-%dT%H%E\ *z
    %Y-%m-%dT%H %Y-%m-%d%E*\ z %Y-%m-%d %Y-%m %Y Allowed search
    strategies:

    - DataSchema.SearchStrategy.NO_SEARCH,
    - DataSchema.SearchStrategy.EXACT_SEARCH. Supports query by
      DateTimeRangeArray.
GEO_COORDINATE (7):
    Geo coordinate type. Allowed search strategies:

    - DataSchema.SearchStrategy.NO_SEARCH,
    - DataSchema.SearchStrategy.EXACT_SEARCH. Supports query by
      GeoLocationArray.
PROTO_ANY (8):
    Type to pass any proto as available in annotations.proto.
    Only use internally. Available proto types and its
    corresponding search behavior:

    - ImageObjectDetectionPredictionResult, allows SMART_SEARCH
      on display_names and NO_SEARCH.
    - ClassificationPredictionResult, allows SMART_SEARCH on
      display_names and NO_SEARCH.
    - ImageSegmentationPredictionResult, allows NO_SEARCH.
    - VideoActionRecognitionPredictionResult, allows
      SMART_SEARCH on display_name and NO_SEARCH.
    - VideoObjectTrackingPredictionResult, allows SMART_SEARCH
      on display_name and NO_SEARCH.
    - VideoClassificationPredictionResult, allows SMART_SEARCH
      on display_name and NO_SEARCH.
    - OccupancyCountingPredictionResult, allows EXACT_SEARCH on
      stats.full_frame_count.count and NO_SEARCH.
    - ObjectDetectionPredictionResult, allows SMART_SEARCH on
      identified_boxes.entity.label_string and NO_SEARCH.
BOOLEAN (9):
    Boolean type. Allowed search strategies:

    - DataSchema.SearchStrategy.NO_SEARCH,
    - DataSchema.SearchStrategy.EXACT_SEARCH.
LIST (10):
    List type.

    - Each element in the list must be of the exact same data
      schema; otherwise, they are invalid arguments.
    - List level cannot set search strategy. Leaf node level can
      do.
    - Elements cannot be another list (no list of list).
    - Elements can be CUSTOMIZED_STRUCT, and max number of
      layers is 10.
CUSTOMIZED_STRUCT (6):
    Struct type.

    - SearchStrategy:

      - Data Schema that's CUSTOMIZED_STRUCT cannot set search
        strategy.
      - Leaf-node elements allow setting search strategy based
        on element's SearchStrategy restriction.

    - Nested layer restrictions:

      - Data Schema that's CUSTOMIZED_STRUCT allows its fields
        to be of CUSTOMIZED_STRUCT as well, but the overall
        layers restriction is 10.

Granularity

Granularity(value)

The granularity of annotations under this DataSchema.

ListConfig

ListConfig(mapping=None, *, ignore_unknown_fields=False, **kwargs)

The configuration for LIST data type.

ProtoAnyConfig

ProtoAnyConfig(mapping=None, *, ignore_unknown_fields=False, **kwargs)

The configuration for PROTO_ANY data type.

SearchStrategy

SearchStrategy(mapping=None, *, ignore_unknown_fields=False, **kwargs)

The search strategy for annotations value of the key.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields