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feat(tpu): add tpu queued resources create/get/delete samples #9613
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b951997
Changed package, added information to CODEOWNERS
TetyanaYahodska 9ee20d7
Added information to CODEOWNERS
TetyanaYahodska f0b8314
Added timeout
TetyanaYahodska 055d61e
Merge branch 'main' into tpu-vm-crud-operations
TetyanaYahodska d3e1dee
Fixed parameters for test
TetyanaYahodska 2253b54
Fixed DeleteTpuVm and naming
TetyanaYahodska d29a6b5
Added comment, created Util class
TetyanaYahodska d832b31
Merge branch 'main' into tpu-vm-crud-operations
TetyanaYahodska 6956852
Fixed naming
TetyanaYahodska 478beaa
Fixed whitespace
TetyanaYahodska f6b76cc
Merge branch 'main' into tpu-vm-crud-operations
TetyanaYahodska ec13f4d
Split PR into smaller, deleted redundant code
TetyanaYahodska b804cc8
Merge branch 'main' into tpu-vm-crud-operations
TetyanaYahodska 66ae551
Implemented tpu_queued_resources_create, tpu_queued_resources_get, tp…
TetyanaYahodska 790e3fa
Merged changes from main, fixed tests
TetyanaYahodska 404d6c6
Merged changes from main
TetyanaYahodska be97563
Merge branch 'main' into tpu-queued-resources-crud-operations
TetyanaYahodska d0386c6
Fixed test
TetyanaYahodska 2d3064d
Fixed tests
TetyanaYahodska a62d98e
Fixed error massage
TetyanaYahodska 749b431
Fixed typo
TetyanaYahodska 49763a3
Merged changes from main
TetyanaYahodska ea4d87b
Fixed zone
TetyanaYahodska bc1f402
Fixed test
TetyanaYahodska fd43b65
Merged changes from main
TetyanaYahodska 91a094e
Merge branch 'main' into tpu-queued-resources-crud-operations
TetyanaYahodska eef6781
Fixed code
TetyanaYahodska d2ca6da
Deleted commented imports
TetyanaYahodska 4116a36
Merge branch 'main' into tpu-queued-resources-crud-operations
TetyanaYahodska 64c314c
Fixed code as requested in comments
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,98 @@ | ||
| /* | ||
| * 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. | ||
| */ | ||
|
|
||
| package tpu; | ||
|
|
||
| //[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; | ||
|
|
||
| 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"; | ||
|
|
||
| createQueuedResource( | ||
| projectId, zone, queuedResourceId, nodeName, tpuType, tpuSoftwareVersion); | ||
| } | ||
|
|
||
| // 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(); | ||
|
|
||
| QueuedResource queuedResource = | ||
| QueuedResource.newBuilder() | ||
| .setName(queuedResourceId) | ||
| .setTpu( | ||
| QueuedResource.Tpu.newBuilder() | ||
| .addNodeSpec( | ||
| QueuedResource.Tpu.NodeSpec.newBuilder() | ||
| .setParent(parent) | ||
| .setNode(node) | ||
| .setNodeId(nodeName) | ||
| .build()) | ||
| .build()) | ||
| .build(); | ||
|
|
||
| CreateQueuedResourceRequest request = | ||
| CreateQueuedResourceRequest.newBuilder() | ||
| .setParent(parent) | ||
| .setQueuedResourceId(queuedResourceId) | ||
| .setQueuedResource(queuedResource) | ||
| .build(); | ||
|
|
||
| return tpuClient.createQueuedResourceAsync(request).get(1, TimeUnit.MINUTES); | ||
| } | ||
| } | ||
| } | ||
| //[END tpu_queued_resources_create] |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,58 @@ | ||
| /* | ||
| * 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. | ||
| */ | ||
|
|
||
| package tpu; | ||
|
|
||
| //[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; | ||
|
|
||
| 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"; | ||
|
|
||
| deleteQueuedResource(projectId, zone, queuedResourceId); | ||
| } | ||
|
|
||
| // 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 | ||
|
|
||
| DeleteQueuedResourceRequest request = | ||
| DeleteQueuedResourceRequest.newBuilder().setName(name).build(); | ||
|
|
||
| tpuClient.deleteQueuedResourceAsync(request).get(); | ||
| } | ||
| } | ||
| } | ||
| //[END tpu_queued_resources_delete] |
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