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/* | ||
* Copyright 2020 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. | ||
*/ | ||
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// [START dataproc_submit_hadoop_fs_job] | ||
import com.google.api.gax.longrunning.OperationFuture; | ||
import com.google.cloud.dataproc.v1.*; | ||
import com.google.cloud.storage.Blob; | ||
import com.google.cloud.storage.Storage; | ||
import com.google.cloud.storage.StorageOptions; | ||
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import java.io.IOException; | ||
import java.util.ArrayList; | ||
import java.util.Arrays; | ||
import java.util.concurrent.ExecutionException; | ||
import java.util.regex.Matcher; | ||
import java.util.regex.Pattern; | ||
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public class SubmitHadoopFSJob { | ||
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public static ArrayList<String> stringToList(String s) { | ||
return new ArrayList<>(Arrays.asList(s.split(" "))); | ||
} | ||
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public static void submitHadoopFSQuery() throws IOException, InterruptedException { | ||
// TODO(developer): Replace these variables before running the sample. | ||
String projectId = "your-project-id"; | ||
String region = "your-project-region"; | ||
String clusterName = "your-cluster-name"; | ||
String hadoopFSQuery = "your-hadoop-fs-query"; | ||
submitHadoopFSJob(projectId, region, clusterName, hadoopFSQuery); | ||
} | ||
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public static void submitHadoopFSJob( | ||
String projectId, String region, String clusterName, String hadoopFSQuery) | ||
throws IOException, InterruptedException { | ||
String myEndpoint = String.format("%s-dataproc.googleapis.com:443", region); | ||
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// Configure the settings for the job controller client. | ||
JobControllerSettings jobControllerSettings = | ||
JobControllerSettings.newBuilder().setEndpoint(myEndpoint).build(); | ||
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// Create a job controller client with the configured settings. Using a try-with-resources closes the client, | ||
// but this can also be done manually with the .close() method. | ||
try (JobControllerClient jobControllerClient = | ||
JobControllerClient.create(jobControllerSettings)) { | ||
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// Configure cluster placement for the job. | ||
JobPlacement jobPlacement = JobPlacement.newBuilder().setClusterName(clusterName).build(); | ||
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// Configure Hadoop job settings. The HadoopFS query is set here. | ||
HadoopJob hadoopJob = HadoopJob.newBuilder() | ||
.setMainClass("org.apache.hadoop.fs.FsShell") | ||
.addAllArgs(stringToList(hadoopFSQuery)) | ||
.build(); | ||
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Job job = Job.newBuilder().setPlacement(jobPlacement).setHadoopJob(hadoopJob).build(); | ||
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// Submit an asynchronous request to execute the job. | ||
OperationFuture<Job, JobMetadata> submitJobAsOperationAsyncRequest = | ||
jobControllerClient.submitJobAsOperationAsync(projectId, region, job); | ||
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Job response = submitJobAsOperationAsyncRequest.get(); | ||
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// Print output from Google Cloud Storage | ||
Matcher matches = Pattern.compile("gs://(.*?)/(.*)").matcher(response.getDriverOutputResourceUri()); | ||
matches.matches(); | ||
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Storage storage = StorageOptions.getDefaultInstance().getService(); | ||
Blob blob = storage.get(matches.group(1), String.format("%s.000000000", matches.group(2))); | ||
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System.out.println(String.format("Job \"%s\" finished: %s", | ||
response.getReference().getJobId(), | ||
new String(blob.getContent()))); | ||
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} catch (ExecutionException e) { | ||
System.err.println(String.format("submitHadoopFSJob: %s ", e.getMessage())); | ||
} | ||
} | ||
} | ||
// [END dataproc_submit_hadoop_fs_job] |
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/* | ||
* Copyright 2020 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. | ||
*/ | ||
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import com.google.api.gax.longrunning.OperationFuture; | ||
import com.google.cloud.dataproc.v1.*; | ||
import com.google.protobuf.Empty; | ||
import org.hamcrest.CoreMatchers; | ||
import org.junit.After; | ||
import org.junit.Before; | ||
import org.junit.BeforeClass; | ||
import org.junit.Test; | ||
import org.junit.runner.RunWith; | ||
import org.junit.runners.JUnit4; | ||
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import java.io.ByteArrayOutputStream; | ||
import java.io.IOException; | ||
import java.io.PrintStream; | ||
import java.util.UUID; | ||
import java.util.concurrent.ExecutionException; | ||
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import static junit.framework.TestCase.assertNotNull; | ||
import static org.hamcrest.MatcherAssert.assertThat; | ||
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@RunWith(JUnit4.class) | ||
public class SubmitHadoopFSJobTest { | ||
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private static final String CLUSTER_NAME = | ||
String.format("java-fs-test--%s", UUID.randomUUID().toString()); | ||
private static final String REGION = "us-central1"; | ||
private static final String PROJECT_ID = System.getenv("GOOGLE_CLOUD_PROJECT"); | ||
private static final String ENDPOINT = String.format("%s-dataproc.googleapis.com:443", REGION); | ||
private static final String HADOOP_FS_QUERY = "-ls /"; | ||
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private ByteArrayOutputStream bout; | ||
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private static void requireEnv(String varName) { | ||
assertNotNull( | ||
String.format("Environment variable '%s' is required to perform these tests.", varName), | ||
System.getenv(varName)); | ||
} | ||
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@BeforeClass | ||
public static void checkRequirements() { | ||
requireEnv("GOOGLE_APPLICATION_CREDENTIALS"); | ||
requireEnv("GOOGLE_CLOUD_PROJECT"); | ||
} | ||
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@Before | ||
public void setUp() throws IOException, ExecutionException, InterruptedException { | ||
bout = new ByteArrayOutputStream(); | ||
System.setOut(new PrintStream(bout)); | ||
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ClusterControllerSettings clusterControllerSettings = | ||
ClusterControllerSettings.newBuilder().setEndpoint(ENDPOINT).build(); | ||
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try (ClusterControllerClient clusterControllerClient = | ||
ClusterControllerClient.create(clusterControllerSettings)) { | ||
// Create the Dataproc cluster. | ||
Cluster cluster = Cluster.newBuilder().setClusterName(CLUSTER_NAME).build(); | ||
OperationFuture<Cluster, ClusterOperationMetadata> createClusterAsyncRequest = | ||
clusterControllerClient.createClusterAsync(PROJECT_ID, REGION, cluster); | ||
createClusterAsyncRequest.get(); | ||
} | ||
} | ||
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@Test | ||
public void submitHadoopFSJobTest() throws IOException, InterruptedException { | ||
SubmitHadoopFSJob.submitHadoopFSJob(PROJECT_ID, REGION, CLUSTER_NAME, HADOOP_FS_QUERY); | ||
String output = bout.toString(); | ||
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assertThat(output, CoreMatchers.containsString("/tmp")); | ||
} | ||
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@After | ||
public void tearDown() throws IOException, InterruptedException, ExecutionException { | ||
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ClusterControllerSettings clusterControllerSettings = | ||
ClusterControllerSettings.newBuilder().setEndpoint(ENDPOINT).build(); | ||
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try (ClusterControllerClient clusterControllerClient = | ||
ClusterControllerClient.create(clusterControllerSettings)) { | ||
OperationFuture<Empty, ClusterOperationMetadata> deleteClusterAsyncRequest = | ||
clusterControllerClient.deleteClusterAsync(PROJECT_ID, REGION, CLUSTER_NAME); | ||
deleteClusterAsyncRequest.get(); | ||
} | ||
} | ||
} |