Google Cloud Vision Ai V1 Client - Class DataType (0.3.0)

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

  Value: 0 
 

Unspecified type.

Generated from protobuf enum DATA_TYPE_UNSPECIFIED = 0;

  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;

  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;

  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;

  Value: 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.

Generated from protobuf enum DATETIME = 5;

  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;

  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;

  Value: 9 
 

Boolean type.

Allowed search strategies:

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

Generated from protobuf enum BOOLEAN = 9;

  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;

  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;