use of com.google.cloud.aiplatform.v1.schema.predict.prediction.TextExtractionPredictionResult in project java-aiplatform by googleapis.
the class PredictTextEntityExtractionSample method predictTextEntityExtraction.
static void predictTextEntityExtraction(String project, String content, String endpointId) throws IOException {
PredictionServiceSettings predictionServiceSettings = PredictionServiceSettings.newBuilder().setEndpoint("us-central1-aiplatform.googleapis.com:443").build();
// the "close" method on the client to safely clean up any remaining background resources.
try (PredictionServiceClient predictionServiceClient = PredictionServiceClient.create(predictionServiceSettings)) {
String location = "us-central1";
String jsonString = "{\"content\": \"" + content + "\"}";
EndpointName endpointName = EndpointName.of(project, location, endpointId);
TextExtractionPredictionInstance instance = TextExtractionPredictionInstance.newBuilder().setContent(content).build();
List<Value> instances = new ArrayList<>();
instances.add(ValueConverter.toValue(instance));
PredictResponse predictResponse = predictionServiceClient.predict(endpointName, instances, ValueConverter.EMPTY_VALUE);
System.out.println("Predict Text Entity Extraction Response");
System.out.format("\tDeployed Model Id: %s\n", predictResponse.getDeployedModelId());
System.out.println("Predictions");
for (Value prediction : predictResponse.getPredictionsList()) {
TextExtractionPredictionResult.Builder resultBuilder = TextExtractionPredictionResult.newBuilder();
TextExtractionPredictionResult result = (TextExtractionPredictionResult) ValueConverter.fromValue(resultBuilder, prediction);
for (int i = 0; i < result.getIdsCount(); i++) {
long textStartOffset = result.getTextSegmentStartOffsets(i);
long textEndOffset = result.getTextSegmentEndOffsets(i);
String entity = content.substring((int) textStartOffset, (int) textEndOffset);
System.out.format("\tEntity: %s\n", entity);
System.out.format("\tEntity type: %s\n", result.getDisplayNames(i));
System.out.format("\tConfidences: %f\n", result.getConfidences(i));
System.out.format("\tIDs: %d\n", result.getIds(i));
}
}
}
}
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