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feat(tpu): add tpu vm create startup script sample. (#9612)
* Changed package, added information to CODEOWNERS * Added information to CODEOWNERS * Added timeout * Fixed parameters for test * Fixed DeleteTpuVm and naming * Added comment, created Util class * Fixed naming * Fixed whitespace * Split PR into smaller, deleted redundant code * Implemented tpu_vm_create_startup_script sample, created test * Fixed tests and empty lines * Changed zone * Deleted redundant test classes * Increased timeout * Fixed code
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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 tpu; | ||
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//[START tpu_vm_create_startup_script] | ||
import com.google.cloud.tpu.v2.CreateNodeRequest; | ||
import com.google.cloud.tpu.v2.Node; | ||
import com.google.cloud.tpu.v2.TpuClient; | ||
import java.io.IOException; | ||
import java.util.HashMap; | ||
import java.util.Map; | ||
import java.util.concurrent.ExecutionException; | ||
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public class CreateTpuVmWithStartupScript { | ||
public static void main(String[] args) | ||
throws IOException, ExecutionException, InterruptedException { | ||
// TODO(developer): Replace these variables before running the sample. | ||
// Project ID or project number of the Google Cloud project you want to create a node. | ||
String projectId = "YOUR_PROJECT_ID"; | ||
// The zone in which to create the TPU. | ||
// For more information about supported TPU types for specific zones, | ||
// see https://cloud.google.com/tpu/docs/regions-zones | ||
String zone = "us-central1-f"; | ||
// The name for your TPU. | ||
String nodeName = "YOUR_TPU_NAME"; | ||
// The accelerator type that specifies the version and size of the Cloud TPU you want to create. | ||
// For more information about supported accelerator types for each TPU version, | ||
// see https://cloud.google.com/tpu/docs/system-architecture-tpu-vm#versions. | ||
String acceleratorType = "v2-8"; | ||
// Software version that specifies the version of the TPU runtime to install. | ||
// For more information, see https://cloud.google.com/tpu/docs/runtimes | ||
String tpuSoftwareVersion = "tpu-vm-tf-2.14.1"; | ||
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createTpuVmWithStartupScript(projectId, zone, nodeName, acceleratorType, tpuSoftwareVersion); | ||
} | ||
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// Create a TPU VM with a startup script. | ||
public static Node createTpuVmWithStartupScript(String projectId, String zone, | ||
String nodeName, String acceleratorType, String tpuSoftwareVersion) | ||
throws IOException, ExecutionException, InterruptedException { | ||
// Initialize client that will be used to send requests. This client only needs to be created | ||
// once, and can be reused for multiple requests. | ||
try (TpuClient tpuClient = TpuClient.create()) { | ||
String parent = String.format("projects/%s/locations/%s", projectId, zone); | ||
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String startupScriptContent = "#!/bin/bash\necho \"Hello from the startup script!\""; | ||
// Add startup script to metadata | ||
Map<String, String> metadata = new HashMap<>(); | ||
metadata.put("startup-script", startupScriptContent); | ||
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Node tpuVm = | ||
Node.newBuilder() | ||
.setName(nodeName) | ||
.setAcceleratorType(acceleratorType) | ||
.setRuntimeVersion(tpuSoftwareVersion) | ||
.putAllMetadata(metadata) | ||
.build(); | ||
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CreateNodeRequest request = | ||
CreateNodeRequest.newBuilder() | ||
.setParent(parent) | ||
.setNodeId(nodeName) | ||
.setNode(tpuVm) | ||
.build(); | ||
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return tpuClient.createNodeAsync(request).get(); | ||
} | ||
} | ||
} | ||
//[END tpu_vm_create_startup_script] |
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