Google Cloud Vision Ai V1 Client - Class DataType (0.1.0)

Reference documentation and code samples for the Google Cloud Vision Ai V1 Client class DataType.

Data type of the annotation.

Protobuf type google.cloud.visionai.v1.DataSchemaDetails.DataType

Namespace

Google \ Cloud \ VisionAI \ V1 \ DataSchemaDetails

Methods

static::name

Parameter
Name Description
value mixed

static::value

Parameter
Name Description
name mixed

Constants

DATA_TYPE_UNSPECIFIED

Value: 0

Unspecified type.

Generated from protobuf enum DATA_TYPE_UNSPECIFIED = 0;

INTEGER

Value: 1

Integer type.

Allowed search strategies:

  • DataSchema.SearchStrategy.NO_SEARCH,
  • DataSchema.SearchStrategy.EXACT_SEARCH. Supports query by IntRangeArray.

Generated from protobuf enum INTEGER = 1;

FLOAT

Value: 2

Float type.

Allowed search strategies:

  • DataSchema.SearchStrategy.NO_SEARCH,
  • DataSchema.SearchStrategy.EXACT_SEARCH. Supports query by FloatRangeArray.

Generated from protobuf enum FLOAT = 2;

STRING

Value: 3

String type.

Allowed search strategies:

  • DataSchema.SearchStrategy.NO_SEARCH,
  • DataSchema.SearchStrategy.EXACT_SEARCH,
  • DataSchema.SearchStrategy.SMART_SEARCH.

Generated from protobuf enum STRING = 3;

DATETIME

Value: 5

Supported formats: %Y-%m-%dT%H:%M:%ES%Ez (absl::RFC3339_full) %Y-%m-%dT%H:%M:%ES %Y-%m-%dT%H:%M%Ez %Y-%m-%dT%H:%M %Y-%m-%dT%H%Ez %Y-%m-%dT%H %Y-%m-%d%Ez %Y-%m-%d %Y-%m %Y Allowed search strategies:

  • DataSchema.SearchStrategy.NO_SEARCH,
  • DataSchema.SearchStrategy.EXACT_SEARCH.

Supports query by DateTimeRangeArray.

Generated from protobuf enum DATETIME = 5;

GEO_COORDINATE

Value: 7

Geo coordinate type.

Allowed search strategies:

  • DataSchema.SearchStrategy.NO_SEARCH,
  • DataSchema.SearchStrategy.EXACT_SEARCH. Supports query by GeoLocationArray.

Generated from protobuf enum GEO_COORDINATE = 7;

PROTO_ANY

Value: 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.

Generated from protobuf enum PROTO_ANY = 8;

BOOLEAN

Value: 9

Boolean type.

Allowed search strategies:

  • DataSchema.SearchStrategy.NO_SEARCH,
  • DataSchema.SearchStrategy.EXACT_SEARCH.

Generated from protobuf enum BOOLEAN = 9;

PBLIST

Value: 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.

Generated from protobuf enum LIST = 10;

CUSTOMIZED_STRUCT

Value: 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.

Generated from protobuf enum CUSTOMIZED_STRUCT = 6;