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docs(samples): Add Dataflow snippet for reading from Cloud Storage (#…
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dataflow/snippets/src/main/java/com/example/dataflow/ReadFromStorage.java
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/* | ||
* Copyright 2024 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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package com.example.dataflow; | ||
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// [START dataflow_read_from_cloud_storage] | ||
import org.apache.beam.sdk.Pipeline; | ||
import org.apache.beam.sdk.PipelineResult; | ||
import org.apache.beam.sdk.io.TextIO; | ||
import org.apache.beam.sdk.options.Description; | ||
import org.apache.beam.sdk.options.PipelineOptions; | ||
import org.apache.beam.sdk.options.PipelineOptionsFactory; | ||
import org.apache.beam.sdk.transforms.MapElements; | ||
import org.apache.beam.sdk.values.TypeDescriptors; | ||
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public class ReadFromStorage { | ||
// [END dataflow_read_from_cloud_storage] | ||
public interface Options extends PipelineOptions { | ||
@Description("The Cloud Storage bucket to read from") | ||
String getBucket(); | ||
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void setBucket(String value); | ||
} | ||
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public static PipelineResult.State main(String[] args) { | ||
var options = PipelineOptionsFactory.fromArgs(args).withValidation().as(Options.class); | ||
Pipeline pipeline = createPipeline(options); | ||
return pipeline.run().waitUntilFinish(); | ||
} | ||
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// [START dataflow_read_from_cloud_storage] | ||
public static Pipeline createPipeline(Options options) { | ||
var pipeline = Pipeline.create(options); | ||
pipeline | ||
// Read from a text file. | ||
.apply(TextIO.read().from( | ||
"gs://" + options.getBucket() + "/*.txt")) | ||
.apply( | ||
MapElements.into(TypeDescriptors.strings()) | ||
.via( | ||
(x -> { | ||
System.out.println(x); | ||
return x; | ||
}))); | ||
return pipeline; | ||
} | ||
} | ||
// [END dataflow_read_from_cloud_storage] |
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dataflow/snippets/src/test/java/com/example/dataflow/ReadFromStorageIT.java
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/* | ||
* Copyright 2024 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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package com.example.dataflow; | ||
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import static org.junit.Assert.assertEquals; | ||
import static org.junit.Assert.assertTrue; | ||
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import com.google.cloud.storage.BlobId; | ||
import com.google.cloud.storage.BlobInfo; | ||
import com.google.cloud.storage.BucketInfo; | ||
import com.google.cloud.storage.Storage; | ||
import com.google.cloud.storage.testing.RemoteStorageHelper; | ||
import java.io.ByteArrayOutputStream; | ||
import java.io.PrintStream; | ||
import java.nio.charset.StandardCharsets; | ||
import java.util.concurrent.ExecutionException; | ||
import java.util.concurrent.TimeUnit; | ||
import org.apache.beam.sdk.PipelineResult; | ||
import org.junit.After; | ||
import org.junit.Before; | ||
import org.junit.Test; | ||
import org.junit.runner.RunWith; | ||
import org.junit.runners.JUnit4; | ||
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@RunWith(JUnit4.class) | ||
public class ReadFromStorageIT { | ||
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private static final String projectId = System.getenv("GOOGLE_CLOUD_PROJECT"); | ||
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private ByteArrayOutputStream bout; | ||
private final PrintStream originalout = System.out; | ||
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String bucketName; | ||
Storage storage; | ||
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private static final String[] lines = {"line 1", "line 2"}; | ||
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@Before | ||
public void setUp() { | ||
// Redirect System.err to capture logs. | ||
bout = new ByteArrayOutputStream(); | ||
System.setOut(new PrintStream(bout)); | ||
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// Create a Cloud Storage bucket with a text file. | ||
RemoteStorageHelper helper = RemoteStorageHelper.create(); | ||
storage = helper.getOptions().getService(); | ||
bucketName = RemoteStorageHelper.generateBucketName(); | ||
storage.create(BucketInfo.of(bucketName)); | ||
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String objectName = "file1.txt"; | ||
String contents = String.format("%s\n%s\n", lines[0], lines[1]); | ||
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BlobId blobId = BlobId.of(bucketName, objectName); | ||
BlobInfo blobInfo = BlobInfo.newBuilder(blobId).build(); | ||
byte[] content = contents.getBytes(StandardCharsets.UTF_8); | ||
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storage.create(blobInfo, content); | ||
} | ||
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@After | ||
public void tearDown() throws ExecutionException, InterruptedException { | ||
RemoteStorageHelper.forceDelete(storage, bucketName, 5, TimeUnit.SECONDS); | ||
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System.setOut(originalout); | ||
bout.reset(); | ||
} | ||
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@Test | ||
public void readFromStorage_shouldReadFile() throws Exception { | ||
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PipelineResult.State state = ReadFromStorage.main( | ||
new String[] {"--runner=DirectRunner", "--bucket=" + bucketName}); | ||
assertEquals(PipelineResult.State.DONE, state); | ||
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String got = bout.toString(); | ||
assertTrue(got.contains(lines[0])); | ||
assertTrue(got.contains(lines[1])); | ||
} | ||
} |