Reference documentation and code samples for the Vision AI V1 API module Google::Cloud::VisionAI::V1::DataSchemaDetails::DataType.
Data type of the annotation.
Constants
DATA_TYPE_UNSPECIFIED
value: 0
Unspecified type.
INTEGER
value: 1
Integer type. Allowed search strategies:
- DataSchema.SearchStrategy.NO_SEARCH,
- DataSchema.SearchStrategy.EXACT_SEARCH. Supports query by IntRangeArray.
FLOAT
value: 2
Float type. Allowed search strategies:
- DataSchema.SearchStrategy.NO_SEARCH,
- DataSchema.SearchStrategy.EXACT_SEARCH. Supports query by FloatRangeArray.
STRING
value: 3
String type. Allowed search strategies:
- DataSchema.SearchStrategy.NO_SEARCH,
- DataSchema.SearchStrategy.EXACT_SEARCH,
- DataSchema.SearchStrategy.SMART_SEARCH.
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.
GEO_COORDINATE
value: 7
Geo coordinate type. Allowed search strategies:
- DataSchema.SearchStrategy.NO_SEARCH,
- DataSchema.SearchStrategy.EXACT_SEARCH. Supports query by GeoLocationArray.
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.
BOOLEAN
value: 9
Boolean type. Allowed search strategies:
- DataSchema.SearchStrategy.NO_SEARCH,
- DataSchema.SearchStrategy.EXACT_SEARCH.
LIST
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.
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.