/
CreateAnnotationSpecSet.java
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/
CreateAnnotationSpecSet.java
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/*
* Copyright 2019 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
package com.example.datalabeling;
// [START datalabeling_create_annotation_spec_set_beta]
import com.google.cloud.datalabeling.v1beta1.AnnotationSpec;
import com.google.cloud.datalabeling.v1beta1.AnnotationSpecSet;
import com.google.cloud.datalabeling.v1beta1.CreateAnnotationSpecSetRequest;
import com.google.cloud.datalabeling.v1beta1.DataLabelingServiceClient;
import com.google.cloud.datalabeling.v1beta1.DataLabelingServiceSettings;
import com.google.cloud.datalabeling.v1beta1.ProjectName;
import java.io.IOException;
import java.util.ArrayList;
import java.util.HashMap;
import java.util.List;
import java.util.Map;
import java.util.Map.Entry;
class CreateAnnotationSpecSet {
// Create an annotation spec set.
static void createAnnotationSpecSet(String projectId) throws IOException {
// String projectId = "YOUR_PROJECT_ID";
Map<String, String> annotationLabels = new HashMap<>();
annotationLabels.put("label_1", "label_1_description");
annotationLabels.put("label_2", "label_2_description");
// [END datalabeling_create_annotation_spec_set_beta]
String endpoint = System.getenv("DATALABELING_ENDPOINT");
if (endpoint == null) {
endpoint = DataLabelingServiceSettings.getDefaultEndpoint();
}
// [START datalabeling_create_annotation_spec_set_beta]
DataLabelingServiceSettings settings =
DataLabelingServiceSettings.newBuilder()
// [END datalabeling_create_annotation_spec_set_beta]
.setEndpoint(endpoint)
// [START datalabeling_create_annotation_spec_set_beta]
.build();
try (DataLabelingServiceClient dataLabelingServiceClient =
DataLabelingServiceClient.create(settings)) {
ProjectName projectName = ProjectName.of(projectId);
List<AnnotationSpec> annotationSpecs = new ArrayList<>();
for (Entry<String, String> entry : annotationLabels.entrySet()) {
AnnotationSpec annotationSpec =
AnnotationSpec.newBuilder()
.setDisplayName(entry.getKey())
.setDescription(entry.getValue())
.build();
annotationSpecs.add(annotationSpec);
}
AnnotationSpecSet annotationSpecSet =
AnnotationSpecSet.newBuilder()
.setDisplayName("YOUR_ANNOTATION_SPEC_SET_DISPLAY_NAME")
.setDescription("YOUR_DESCRIPTION")
.addAllAnnotationSpecs(annotationSpecs)
.build();
CreateAnnotationSpecSetRequest request =
CreateAnnotationSpecSetRequest.newBuilder()
.setAnnotationSpecSet(annotationSpecSet)
.setParent(projectName.toString())
.build();
AnnotationSpecSet result = dataLabelingServiceClient.createAnnotationSpecSet(request);
System.out.format("Name: %s\n", result.getName());
System.out.format("DisplayName: %s\n", result.getDisplayName());
System.out.format("Description: %s\n", result.getDescription());
System.out.format("Annotation Count: %d\n", result.getAnnotationSpecsCount());
for (AnnotationSpec annotationSpec : result.getAnnotationSpecsList()) {
System.out.format("\tDisplayName: %s\n", annotationSpec.getDisplayName());
System.out.format("\tDescription: %s\n\n", annotationSpec.getDescription());
}
} catch (IOException e) {
e.printStackTrace();
}
}
}
// [END datalabeling_create_annotation_spec_set_beta]