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Rebecca Taylor
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Add AutoML Video Object Tracking samples (wip)
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‎automl/beta/pom.xml

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‎automl/beta/src/main/java/com/google/cloud/examples/automl/v1beta1/AutomlNaturalLanguageCreateDataset.java

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/*
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* Copyright 2019 Google LLC
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*
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* Licensed under the Apache License, Version 2.0 (the "License");
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* you may not use this file except in compliance with the License.
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* You may obtain a copy of the License at
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*
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* https://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*/
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// DO NOT EDIT! This is a generated sample ("Request", "automl_natural_language_create_dataset")
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// sample-metadata:
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// title: Create Dataset
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// description: Create Dataset
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// usage: gradle run -PmainClass=com.google.cloud.examples.automl.v1beta1.AutomlNaturalLanguageCreateDataset [--args='[--display_name "My_Dataset_Name_123"] [--project "[Google Cloud Project ID]"]']
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package com.google.cloud.examples.automl.v1beta1;
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import com.google.cloud.automl.v1beta1.AutoMlClient;
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import com.google.cloud.automl.v1beta1.ClassificationProto.ClassificationType;
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import com.google.cloud.automl.v1beta1.CreateDatasetRequest;
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import com.google.cloud.automl.v1beta1.Dataset;
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import com.google.cloud.automl.v1beta1.LocationName;
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import com.google.cloud.automl.v1beta1.TextClassificationDatasetMetadata;
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import org.apache.commons.cli.CommandLine;
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import org.apache.commons.cli.DefaultParser;
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import org.apache.commons.cli.Option;
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import org.apache.commons.cli.Options;
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public class AutomlNaturalLanguageCreateDataset {
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// [START automl_natural_language_create_dataset]
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/*
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* Please include the following imports to run this sample.
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*
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* import com.google.cloud.automl.v1beta1.AutoMlClient;
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* import com.google.cloud.automl.v1beta1.ClassificationProto.ClassificationType;
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* import com.google.cloud.automl.v1beta1.CreateDatasetRequest;
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* import com.google.cloud.automl.v1beta1.Dataset;
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* import com.google.cloud.automl.v1beta1.LocationName;
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* import com.google.cloud.automl.v1beta1.TextClassificationDatasetMetadata;
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*/
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/**
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* Create Dataset
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*
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* @param displayName The name of the dataset to show in the interface. The name can be up to 32
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* characters long and can consist only of ASCII Latin letters A-Z and a-z, underscores (_),
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* and ASCII digits 0-9. Must be unique within the scope of the provided GCP Project and
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* Location.
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* @param project Required. Your Google Cloud Project ID.
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*/
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public static void sampleCreateDataset(String displayName, String project) {
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try (AutoMlClient autoMlClient = AutoMlClient.create()) {
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// displayName = "My_Dataset_Name_123";
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// project = "[Google Cloud Project ID]";
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LocationName parent = LocationName.of(project, "us-central1");
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// User-provided description of dataset (optional)
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String description = "Description of this dataset";
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// Type of the classification problem.
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// MULTICLASS: At most one label is allowed per example.
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// MULTILABEL: Multiple labels are allowed for one example.
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ClassificationType classificationType = ClassificationType.MULTILABEL;
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TextClassificationDatasetMetadata textClassificationDatasetMetadata =
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TextClassificationDatasetMetadata.newBuilder()
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.setClassificationType(classificationType)
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.build();
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Dataset dataset =
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Dataset.newBuilder()
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.setDisplayName(displayName)
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.setDescription(description)
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.setTextClassificationDatasetMetadata(textClassificationDatasetMetadata)
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.build();
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CreateDatasetRequest request =
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CreateDatasetRequest.newBuilder()
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.setParent(parent.toString())
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.setDataset(dataset)
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.build();
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Dataset response = autoMlClient.createDataset(request);
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System.out.println("Created Dataset.");
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Dataset dataset = response;
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// Print out the full name of the created dataset.
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//
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// This will have the format:
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// projects/[Google Cloud Project Number]/locations/us-central1/datasets/VOT1234567890123456789
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//
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// The Dataset ID is the generated identifer in this path, e.g. VOT1234567890123456789
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// You will need this ID to perform operations on the dataset as well as to create a model.
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//
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System.out.printf("Name: %s\n", dataset.getName());
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// Print out the Display Name (the text you provided during creation)
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System.out.printf("Display Name: %s\n", dataset.getDisplayName());
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// Print out the user-provided description (may be blank)
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System.out.printf("Description: %s\n", dataset.getDescription());
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// The number of examples in the dataset, if any.
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// Added by importing data via importData
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//
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System.out.printf("Example count: %s\n", dataset.getExampleCount());
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// Get the classification type
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System.out.printf(
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"Text Classification Type: %s\n",
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dataset.getTextClassificationDatasetMetadata().getClassificationType());
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} catch (Exception exception) {
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System.err.println("Failed to create the client due to: " + exception);
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}
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}
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// [END automl_natural_language_create_dataset]
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public static void main(String[] args) throws Exception {
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Options options = new Options();
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options.addOption(
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Option.builder("").required(false).hasArg(true).longOpt("display_name").build());
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options.addOption(Option.builder("").required(false).hasArg(true).longOpt("project").build());
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CommandLine cl = (new DefaultParser()).parse(options, args);
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String displayName = cl.getOptionValue("display_name", "My_Dataset_Name_123");
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String project = cl.getOptionValue("project", "[Google Cloud Project ID]");
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sampleCreateDataset(displayName, project);
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}
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}

‎automl/beta/src/main/java/com/google/cloud/examples/automl/v1beta1/AutomlNaturalLanguageDeleteDataset.java

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/*
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* Copyright 2019 Google LLC
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*
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* Licensed under the Apache License, Version 2.0 (the "License");
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* you may not use this file except in compliance with the License.
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* You may obtain a copy of the License at
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*
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* https://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*/
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// DO NOT EDIT! This is a generated sample ("LongRunningRequestAsync", "automl_natural_language_delete_dataset")
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// sample-metadata:
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// title: Delete Dataset
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// description: Delete Dataset
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// usage: gradle run -PmainClass=com.google.cloud.examples.automl.v1beta1.AutomlNaturalLanguageDeleteDataset [--args='[--dataset_id "[Dataset ID]"] [--project "[Google Cloud Project ID]"]']
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package com.google.cloud.examples.automl.v1beta1;
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import com.google.cloud.automl.v1beta1.AutoMlClient;
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import com.google.cloud.automl.v1beta1.DatasetName;
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import com.google.cloud.automl.v1beta1.DeleteDatasetRequest;
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import org.apache.commons.cli.CommandLine;
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import org.apache.commons.cli.DefaultParser;
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import org.apache.commons.cli.Option;
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import org.apache.commons.cli.Options;
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public class AutomlNaturalLanguageDeleteDataset {
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// [START automl_natural_language_delete_dataset]
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/*
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* Please include the following imports to run this sample.
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*
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* import com.google.cloud.automl.v1beta1.AutoMlClient;
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* import com.google.cloud.automl.v1beta1.DatasetName;
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* import com.google.cloud.automl.v1beta1.DeleteDatasetRequest;
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* import com.google.protobuf.Empty;
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*/
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/**
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* Delete Dataset
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*
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* @param datasetId Dataset ID, e.g. VOT1234567890123456789
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* @param project Required. Your Google Cloud Project ID.
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*/
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public static void sampleDeleteDataset(String datasetId, String project) {
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try (AutoMlClient autoMlClient = AutoMlClient.create()) {
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// datasetId = "[Dataset ID]";
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// project = "[Google Cloud Project ID]";
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DatasetName name = DatasetName.of(project, "us-central1", datasetId);
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DeleteDatasetRequest request =
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DeleteDatasetRequest.newBuilder().setName(name.toString()).build();
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autoMlClient.deleteDatasetAsync(request).get();
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System.out.println("Deleted Dataset.");
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} catch (Exception exception) {
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System.err.println("Failed to create the client due to: " + exception);
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}
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}
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// [END automl_natural_language_delete_dataset]
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public static void main(String[] args) throws Exception {
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Options options = new Options();
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options.addOption(
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Option.builder("").required(false).hasArg(true).longOpt("dataset_id").build());
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options.addOption(Option.builder("").required(false).hasArg(true).longOpt("project").build());
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CommandLine cl = (new DefaultParser()).parse(options, args);
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String datasetId = cl.getOptionValue("dataset_id", "[Dataset ID]");
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String project = cl.getOptionValue("project", "[Google Cloud Project ID]");
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sampleDeleteDataset(datasetId, project);
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}
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}

‎automl/beta/src/main/java/com/google/cloud/examples/automl/v1beta1/AutomlNaturalLanguageEntityCreateDataset.java

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/*
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* Copyright 2019 Google LLC
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*
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* Licensed under the Apache License, Version 2.0 (the "License");
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* you may not use this file except in compliance with the License.
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* You may obtain a copy of the License at
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*
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* https://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*/
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// DO NOT EDIT! This is a generated sample ("Request", "automl_natural_language_entity_create_dataset")
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// sample-metadata:
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// title: Create Dataset
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// description: Create Dataset
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// usage: gradle run -PmainClass=com.google.cloud.examples.automl.v1beta1.AutomlNaturalLanguageEntityCreateDataset [--args='[--display_name "My_Dataset_Name_123"] [--project "[Google Cloud Project ID]"]']
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package com.google.cloud.examples.automl.v1beta1;
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import com.google.cloud.automl.v1beta1.AutoMlClient;
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import com.google.cloud.automl.v1beta1.CreateDatasetRequest;
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import com.google.cloud.automl.v1beta1.Dataset;
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import com.google.cloud.automl.v1beta1.LocationName;
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import com.google.cloud.automl.v1beta1.TextExtractionDatasetMetadata;
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import org.apache.commons.cli.CommandLine;
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import org.apache.commons.cli.DefaultParser;
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import org.apache.commons.cli.Option;
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import org.apache.commons.cli.Options;
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public class AutomlNaturalLanguageEntityCreateDataset {
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// [START automl_natural_language_entity_create_dataset]
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/*
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* Please include the following imports to run this sample.
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*
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* import com.google.cloud.automl.v1beta1.AutoMlClient;
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* import com.google.cloud.automl.v1beta1.CreateDatasetRequest;
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* import com.google.cloud.automl.v1beta1.Dataset;
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* import com.google.cloud.automl.v1beta1.LocationName;
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* import com.google.cloud.automl.v1beta1.TextExtractionDatasetMetadata;
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*/
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/**
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* Create Dataset
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*
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* @param displayName The name of the dataset to show in the interface. The name can be up to 32
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* characters long and can consist only of ASCII Latin letters A-Z and a-z, underscores (_),
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* and ASCII digits 0-9. Must be unique within the scope of the provided GCP Project and
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* Location.
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* @param project Required. Your Google Cloud Project ID.
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*/
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public static void sampleCreateDataset(String displayName, String project) {
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try (AutoMlClient autoMlClient = AutoMlClient.create()) {
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// displayName = "My_Dataset_Name_123";
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// project = "[Google Cloud Project ID]";
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LocationName parent = LocationName.of(project, "us-central1");
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// User-provided description of dataset (optional)
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String description = "Description of this dataset";
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// Initialized text_extraction_dataset_metadata field must be provided.
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// This specifies this Dataset is to be used for text extraction.
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TextExtractionDatasetMetadata textExtractionDatasetMetadata =
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TextExtractionDatasetMetadata.newBuilder().build();
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Dataset dataset =
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Dataset.newBuilder()
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.setDisplayName(displayName)
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.setDescription(description)
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.setTextExtractionDatasetMetadata(textExtractionDatasetMetadata)
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.build();
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CreateDatasetRequest request =
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CreateDatasetRequest.newBuilder()
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.setParent(parent.toString())
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.setDataset(dataset)
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.build();
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Dataset response = autoMlClient.createDataset(request);
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System.out.println("Created Dataset.");
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Dataset dataset = response;
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// Print out the full name of the created dataset.
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//
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// This will have the format:
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// projects/[Google Cloud Project Number]/locations/us-central1/datasets/VOT1234567890123456789
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//
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// The Dataset ID is the generated identifer in this path, e.g. VOT1234567890123456789
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// You will need this ID to perform operations on the dataset as well as to create a model.
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//
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System.out.printf("Name: %s\n", dataset.getName());
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// Print out the Display Name (the text you provided during creation)
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System.out.printf("Display Name: %s\n", dataset.getDisplayName());
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// Print out the user-provided description (may be blank)
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System.out.printf("Description: %s\n", dataset.getDescription());
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// The number of examples in the dataset, if any.
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// Added by importing data via importData
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//
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System.out.printf("Example count: %s\n", dataset.getExampleCount());
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} catch (Exception exception) {
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System.err.println("Failed to create the client due to: " + exception);
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}
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}
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// [END automl_natural_language_entity_create_dataset]
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public static void main(String[] args) throws Exception {
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Options options = new Options();
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options.addOption(
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Option.builder("").required(false).hasArg(true).longOpt("display_name").build());
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options.addOption(Option.builder("").required(false).hasArg(true).longOpt("project").build());
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CommandLine cl = (new DefaultParser()).parse(options, args);
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String displayName = cl.getOptionValue("display_name", "My_Dataset_Name_123");
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String project = cl.getOptionValue("project", "[Google Cloud Project ID]");
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sampleCreateDataset(displayName, project);
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}
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}

‎automl/beta/src/main/java/com/google/cloud/examples/automl/v1beta1/AutomlNaturalLanguageEntityDeleteDataset.java

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/*
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* Copyright 2019 Google LLC
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*
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* Licensed under the Apache License, Version 2.0 (the "License");
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* you may not use this file except in compliance with the License.
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* You may obtain a copy of the License at
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*
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* https://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*/
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// DO NOT EDIT! This is a generated sample ("LongRunningRequestAsync", "automl_natural_language_entity_delete_dataset")
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// sample-metadata:
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// title: Delete Dataset
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// description: Delete Dataset
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// usage: gradle run -PmainClass=com.google.cloud.examples.automl.v1beta1.AutomlNaturalLanguageEntityDeleteDataset [--args='[--dataset_id "[Dataset ID]"] [--project "[Google Cloud Project ID]"]']
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package com.google.cloud.examples.automl.v1beta1;
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import com.google.cloud.automl.v1beta1.AutoMlClient;
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import com.google.cloud.automl.v1beta1.DatasetName;
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import com.google.cloud.automl.v1beta1.DeleteDatasetRequest;
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import org.apache.commons.cli.CommandLine;
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import org.apache.commons.cli.DefaultParser;
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import org.apache.commons.cli.Option;
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import org.apache.commons.cli.Options;
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public class AutomlNaturalLanguageEntityDeleteDataset {
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// [START automl_natural_language_entity_delete_dataset]
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/*
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* Please include the following imports to run this sample.
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*
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* import com.google.cloud.automl.v1beta1.AutoMlClient;
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* import com.google.cloud.automl.v1beta1.DatasetName;
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* import com.google.cloud.automl.v1beta1.DeleteDatasetRequest;
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* import com.google.protobuf.Empty;
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*/
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/**
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* Delete Dataset
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*
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* @param datasetId Dataset ID, e.g. VOT1234567890123456789
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* @param project Required. Your Google Cloud Project ID.
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*/
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public static void sampleDeleteDataset(String datasetId, String project) {
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try (AutoMlClient autoMlClient = AutoMlClient.create()) {
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// datasetId = "[Dataset ID]";
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// project = "[Google Cloud Project ID]";
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DatasetName name = DatasetName.of(project, "us-central1", datasetId);
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DeleteDatasetRequest request =
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DeleteDatasetRequest.newBuilder().setName(name.toString()).build();
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autoMlClient.deleteDatasetAsync(request).get();
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System.out.println("Deleted Dataset.");
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} catch (Exception exception) {
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System.err.println("Failed to create the client due to: " + exception);
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}
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}
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// [END automl_natural_language_entity_delete_dataset]
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public static void main(String[] args) throws Exception {
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Options options = new Options();
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options.addOption(
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Option.builder("").required(false).hasArg(true).longOpt("dataset_id").build());
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options.addOption(Option.builder("").required(false).hasArg(true).longOpt("project").build());
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CommandLine cl = (new DefaultParser()).parse(options, args);
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String datasetId = cl.getOptionValue("dataset_id", "[Dataset ID]");
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String project = cl.getOptionValue("project", "[Google Cloud Project ID]");
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sampleDeleteDataset(datasetId, project);
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}
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}

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