Class DataSchemaDetails.SearchStrategy.ConfidenceScoreIndexConfig (0.9.0)
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Filter on the confidence score. Only adds to index if the confidence
score is higher than the threshold.
Example data schema:
key: "name-confidence-pair"
type: CUSTOMIZED_STRUCT
granularity: GRANULARITY_PARTITION_LEVEL
customized_struct_config {
field_schemas {
key: "name"
type: STRING
granularity: GRANULARITY_PARTITION_LEVEL
search_strategy {
search_strategy_type: SMART_SEARCH
confidence_score_index_config {
field_path: "name-confidence-pair.score"
threshold: 0.6
}
}
}
field_schemas {
key: "score"
type: FLOAT
granularity: GRANULARITY_PARTITION_LEVEL
}
}
This means only "name" with score > 0.6 will be indexed.
Protobuf type
google.cloud.visionai.v1.DataSchemaDetails.SearchStrategy.ConfidenceScoreIndexConfig
Required. The path to the confidence score field. It is a string that
concatenates all the data schema keys along the path. See the example
above. If the data schema contains LIST, use '_ENTRIES' to concatenate.
Example data schema contains a list:
"key": "list-name-score",
"schemaDetails": {
"type": "LIST",
"granularity": "GRANULARITY_PARTITION_LEVEL",
"listConfig": {
"valueSchema": {
"type": "CUSTOMIZED_STRUCT",
"granularity": "GRANULARITY_PARTITION_LEVEL",
"customizedStructConfig": {
"fieldSchemas": {
"name": {
"type": "STRING",
"granularity": "GRANULARITY_PARTITION_LEVEL",
"searchStrategy": {
"searchStrategyType": "SMART_SEARCH"
"confidence_score_index_config": {
"field_path": "list-name-score._ENTRIES.score",
"threshold": "0.9",
}
}
},
"score": {
"type": "FLOAT",
"granularity": "GRANULARITY_PARTITION_LEVEL",
}
}
}
}
}
}
Required. The path to the confidence score field. It is a string that
concatenates all the data schema keys along the path. See the example
above. If the data schema contains LIST, use '_ENTRIES' to concatenate.
Example data schema contains a list:
"key": "list-name-score",
"schemaDetails": {
"type": "LIST",
"granularity": "GRANULARITY_PARTITION_LEVEL",
"listConfig": {
"valueSchema": {
"type": "CUSTOMIZED_STRUCT",
"granularity": "GRANULARITY_PARTITION_LEVEL",
"customizedStructConfig": {
"fieldSchemas": {
"name": {
"type": "STRING",
"granularity": "GRANULARITY_PARTITION_LEVEL",
"searchStrategy": {
"searchStrategyType": "SMART_SEARCH"
"confidence_score_index_config": {
"field_path": "list-name-score._ENTRIES.score",
"threshold": "0.9",
}
}
},
"score": {
"type": "FLOAT",
"granularity": "GRANULARITY_PARTITION_LEVEL",
}
}
}
}
}
}
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