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feat(tpu): add tpu queued resources create spot #9615
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3035ff6
Added tpu_queued_resources_network sample
TetyanaYahodska 684a880
Fixed samples and tests
TetyanaYahodska 3629e5f
Fixed tests
TetyanaYahodska 547a09b
Changed CODEOWNERS
TetyanaYahodska ddb7ed9
Deleted redundant class
TetyanaYahodska ea589d0
Fixed test
TetyanaYahodska cbead5d
Merged changes from main
TetyanaYahodska 46f6b6e
Merge branch 'main' into tpu_queued_resources_create_spot
TetyanaYahodska f6aa259
Fixed test
TetyanaYahodska a4ea2cb
FMerged changes from main
TetyanaYahodska be868eb
Merged changes from main
TetyanaYahodska d64c883
Merge branch 'main' into tpu_queued_resources_create_spot
TetyanaYahodska bbe9575
Fixed test
TetyanaYahodska 10e25da
Fixed code as requested in the comments
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,103 @@ | ||
| /* | ||
| * 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_spot] | ||
| 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.SchedulingConfig; | ||
| import com.google.cloud.tpu.v2alpha1.TpuClient; | ||
| import java.io.IOException; | ||
| import java.util.concurrent.ExecutionException; | ||
|
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| public class CreateSpotQueuedResource { | ||
| 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 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 with --preemptible flag. | ||
| public static QueuedResource createQueuedResource( | ||
| String projectId, String zone, String queuedResourceId, | ||
| String nodeName, String tpuType, 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); | ||
| String resourceName = String.format("projects/%s/locations/%s/queuedResources/%s", | ||
| projectId, zone, queuedResourceId); | ||
| SchedulingConfig schedulingConfig = SchedulingConfig.newBuilder() | ||
| .setPreemptible(true) | ||
| .build(); | ||
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| Node node = | ||
| Node.newBuilder() | ||
| .setName(nodeName) | ||
| .setAcceleratorType(tpuType) | ||
| .setRuntimeVersion(tpuSoftwareVersion) | ||
| .setSchedulingConfig(schedulingConfig) | ||
| .setQueuedResource(resourceName) | ||
| .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(); | ||
| } | ||
| } | ||
| } | ||
| // [END tpu_queued_resources_create_spot] |
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