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feat(tpu): add tpu queued resources create/get/delete samples (#9613)
* 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_queued_resources_create, tpu_queued_resources_get, tpu_queued_resources_delete_force and tpu_queued_resources_delete samples, created tests * Fixed test * Fixed tests * Fixed error massage * Fixed typo * Fixed zone * Fixed test * Fixed code * Deleted commented imports * Fixed code as requested in comments
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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_queued_resources_create] | ||
import com.google.cloud.tpu.v2alpha1.CreateQueuedResourceRequest; | ||
import com.google.cloud.tpu.v2alpha1.Node; | ||
import com.google.cloud.tpu.v2alpha1.QueuedResource; | ||
import com.google.cloud.tpu.v2alpha1.TpuClient; | ||
import java.io.IOException; | ||
import java.util.concurrent.ExecutionException; | ||
import java.util.concurrent.TimeUnit; | ||
import java.util.concurrent.TimeoutException; | ||
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public class CreateQueuedResource { | ||
public static void main(String[] args) | ||
throws IOException, ExecutionException, InterruptedException, TimeoutException { | ||
// 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_NODE_ID"; | ||
// 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 tpuType = "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"; | ||
// The name for your Queued Resource. | ||
String queuedResourceId = "QUEUED_RESOURCE_ID"; | ||
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createQueuedResource( | ||
projectId, zone, queuedResourceId, nodeName, tpuType, tpuSoftwareVersion); | ||
} | ||
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// Creates a Queued Resource | ||
public static QueuedResource createQueuedResource(String projectId, String zone, | ||
String queuedResourceId, String nodeName, String tpuType, String tpuSoftwareVersion) | ||
throws IOException, ExecutionException, InterruptedException, TimeoutException { | ||
String resource = String.format("projects/%s/locations/%s/queuedResources/%s", | ||
projectId, zone, queuedResourceId); | ||
// 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); | ||
Node node = | ||
Node.newBuilder() | ||
.setName(nodeName) | ||
.setAcceleratorType(tpuType) | ||
.setRuntimeVersion(tpuSoftwareVersion) | ||
.setQueuedResource(resource) | ||
.build(); | ||
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QueuedResource queuedResource = | ||
QueuedResource.newBuilder() | ||
.setName(queuedResourceId) | ||
.setTpu( | ||
QueuedResource.Tpu.newBuilder() | ||
.addNodeSpec( | ||
QueuedResource.Tpu.NodeSpec.newBuilder() | ||
.setParent(parent) | ||
.setNode(node) | ||
.setNodeId(nodeName) | ||
.build()) | ||
.build()) | ||
.build(); | ||
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CreateQueuedResourceRequest request = | ||
CreateQueuedResourceRequest.newBuilder() | ||
.setParent(parent) | ||
.setQueuedResourceId(queuedResourceId) | ||
.setQueuedResource(queuedResource) | ||
.build(); | ||
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return tpuClient.createQueuedResourceAsync(request).get(1, TimeUnit.MINUTES); | ||
} | ||
} | ||
} | ||
//[END tpu_queued_resources_create] |
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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_queued_resources_delete] | ||
import com.google.cloud.tpu.v2alpha1.DeleteQueuedResourceRequest; | ||
import com.google.cloud.tpu.v2alpha1.TpuClient; | ||
import java.io.IOException; | ||
import java.util.concurrent.ExecutionException; | ||
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public class DeleteQueuedResource { | ||
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. | ||
String projectId = "YOUR_PROJECT_ID"; | ||
// The zone in which the TPU was created. | ||
String zone = "us-central1-f"; | ||
// The name for your Queued Resource. | ||
String queuedResourceId = "QUEUED_RESOURCE_ID"; | ||
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deleteQueuedResource(projectId, zone, queuedResourceId); | ||
} | ||
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// Deletes a Queued Resource asynchronously. | ||
public static void deleteQueuedResource(String projectId, String zone, String queuedResourceId) | ||
throws ExecutionException, InterruptedException, IOException { | ||
String name = String.format("projects/%s/locations/%s/queuedResources/%s", | ||
projectId, zone, queuedResourceId); | ||
// 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()) { | ||
// Before deleting the queued resource it is required to delete the TPU VM. | ||
// For more information about deleting TPU | ||
// see https://cloud.google.com/tpu/docs/managing-tpus-tpu-vm | ||
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DeleteQueuedResourceRequest request = | ||
DeleteQueuedResourceRequest.newBuilder().setName(name).build(); | ||
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tpuClient.deleteQueuedResourceAsync(request).get(); | ||
} | ||
} | ||
} | ||
//[END tpu_queued_resources_delete] |
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