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feat: dataproc instantiate inline workflow sample (#2360)
* Adding Dataproc InstantiateInlineWorkFlow samples
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dataproc/src/main/java/InstantiateInlineWorkflowTemplate.java
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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_instantiate_inline_workflow] | ||
import com.google.api.gax.longrunning.OperationFuture; | ||
import com.google.cloud.dataproc.v1.ClusterConfig; | ||
import com.google.cloud.dataproc.v1.GceClusterConfig; | ||
import com.google.cloud.dataproc.v1.HadoopJob; | ||
import com.google.cloud.dataproc.v1.ManagedCluster; | ||
import com.google.cloud.dataproc.v1.OrderedJob; | ||
import com.google.cloud.dataproc.v1.RegionName; | ||
import com.google.cloud.dataproc.v1.WorkflowMetadata; | ||
import com.google.cloud.dataproc.v1.WorkflowTemplate; | ||
import com.google.cloud.dataproc.v1.WorkflowTemplatePlacement; | ||
import com.google.cloud.dataproc.v1.WorkflowTemplateServiceClient; | ||
import com.google.cloud.dataproc.v1.WorkflowTemplateServiceSettings; | ||
import com.google.protobuf.Empty; | ||
import java.io.IOException; | ||
import java.util.concurrent.ExecutionException; | ||
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public class InstantiateInlineWorkflowTemplate { | ||
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public static void instantiateInlineWorkflowTemplate() throws IOException, InterruptedException { | ||
// TODO(developer): Replace these variables before running the sample. | ||
String projectId = "your-project-id"; | ||
String region = "your-project-region"; | ||
instantiateInlineWorkflowTemplate(projectId, region); | ||
} | ||
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public static void instantiateInlineWorkflowTemplate(String projectId, String region) | ||
throws IOException, InterruptedException { | ||
String myEndpoint = String.format("%s-dataproc.googleapis.com:443", region); | ||
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// Configure the settings for the workflow template service client. | ||
WorkflowTemplateServiceSettings workflowTemplateServiceSettings = | ||
WorkflowTemplateServiceSettings.newBuilder().setEndpoint(myEndpoint).build(); | ||
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// Create a workflow template service client with the configured settings. The client only | ||
// needs to be created once and can be reused for multiple requests. Using a try-with-resources | ||
// closes the client, but this can also be done manually with the .close() method. | ||
try (WorkflowTemplateServiceClient workflowTemplateServiceClient = | ||
WorkflowTemplateServiceClient.create(workflowTemplateServiceSettings)) { | ||
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// Configure the jobs within the workflow. | ||
HadoopJob teragenHadoopJob = | ||
HadoopJob.newBuilder() | ||
.setMainJarFileUri("file:///usr/lib/hadoop-mapreduce/hadoop-mapreduce-examples.jar") | ||
.addArgs("teragen") | ||
.addArgs("1000") | ||
.addArgs("hdfs:///gen/") | ||
.build(); | ||
OrderedJob teragen = | ||
OrderedJob.newBuilder().setHadoopJob(teragenHadoopJob).setStepId("teragen").build(); | ||
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HadoopJob terasortHadoopJob = | ||
HadoopJob.newBuilder() | ||
.setMainJarFileUri("file:///usr/lib/hadoop-mapreduce/hadoop-mapreduce-examples.jar") | ||
.addArgs("terasort") | ||
.addArgs("hdfs:///gen/") | ||
.addArgs("hdfs:///sort/") | ||
.build(); | ||
OrderedJob terasort = | ||
OrderedJob.newBuilder() | ||
.setHadoopJob(terasortHadoopJob) | ||
.addPrerequisiteStepIds("teragen") | ||
.setStepId("terasort") | ||
.build(); | ||
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// Configure the cluster placement for the workflow. | ||
// Leave "ZoneUri" empty for "autozone". | ||
// GceClusterConfig gceClusterConfig = | ||
// GceClusterConfig.newBuilder().setZoneUri("").build(); | ||
GceClusterConfig gceClusterConfig = | ||
GceClusterConfig.newBuilder().setZoneUri("us-central1-a").build(); | ||
ClusterConfig clusterConfig = | ||
ClusterConfig.newBuilder().setGceClusterConfig(gceClusterConfig).build(); | ||
ManagedCluster managedCluster = | ||
ManagedCluster.newBuilder() | ||
.setClusterName("my-managed-cluster") | ||
.setConfig(clusterConfig) | ||
.build(); | ||
WorkflowTemplatePlacement workflowTemplatePlacement = | ||
WorkflowTemplatePlacement.newBuilder().setManagedCluster(managedCluster).build(); | ||
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// Create the inline workflow template. | ||
WorkflowTemplate workflowTemplate = | ||
WorkflowTemplate.newBuilder() | ||
.addJobs(teragen) | ||
.addJobs(terasort) | ||
.setPlacement(workflowTemplatePlacement) | ||
.build(); | ||
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// Submit the instantiated inline workflow template request. | ||
String parent = RegionName.format(projectId, region); | ||
OperationFuture<Empty, WorkflowMetadata> instantiateInlineWorkflowTemplateAsync = | ||
workflowTemplateServiceClient.instantiateInlineWorkflowTemplateAsync( | ||
parent, workflowTemplate); | ||
instantiateInlineWorkflowTemplateAsync.get(); | ||
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// Print out a success message. | ||
System.out.printf("Workflow ran successfully."); | ||
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} catch (ExecutionException e) { | ||
System.err.println(String.format("Error running workflow: %s ", e.getMessage())); | ||
} | ||
} | ||
} | ||
// [END dataproc_instantiate_inline_workflow] |
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dataproc/src/test/java/InstantiateInlineWorkflowTemplateTest.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. | ||
*/ | ||
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import static junit.framework.TestCase.assertNotNull; | ||
import static org.hamcrest.MatcherAssert.assertThat; | ||
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import java.io.ByteArrayOutputStream; | ||
import java.io.IOException; | ||
import java.io.PrintStream; | ||
import org.hamcrest.CoreMatchers; | ||
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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@RunWith(JUnit4.class) | ||
public class InstantiateInlineWorkflowTemplateTest { | ||
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private static final String REGION = "us-central1"; | ||
private static final String PROJECT_ID = System.getenv("GOOGLE_CLOUD_PROJECT"); | ||
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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() { | ||
bout = new ByteArrayOutputStream(); | ||
System.setOut(new PrintStream(bout)); | ||
} | ||
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@Test | ||
public void instanstiateInlineWorkflowTest() throws IOException, InterruptedException { | ||
InstantiateInlineWorkflowTemplate.instantiateInlineWorkflowTemplate(PROJECT_ID, REGION); | ||
String output = bout.toString(); | ||
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assertThat(output, CoreMatchers.containsString("successfully")); | ||
} | ||
} |