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feat: tpu_queued_resources_create_network
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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 | ||
* | ||
* https://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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||
'use strict'; | ||
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async function main( | ||
nodeName, | ||
queuedResourceName, | ||
zone, | ||
tpuType, | ||
tpuSoftwareVersion | ||
) { | ||
// [START tpu_queued_resources_create_network] | ||
// Import the TPU library | ||
const {TpuClient} = require('@google-cloud/tpu').v2alpha1; | ||
const {Node, NetworkConfig, QueuedResource} = | ||
require('@google-cloud/tpu').protos.google.cloud.tpu.v2alpha1; | ||
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// Instantiate a tpuClient | ||
const tpuClient = new TpuClient(); | ||
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/** | ||
* TODO(developer): Update/uncomment these variables before running the sample. | ||
*/ | ||
// Project ID or project number of the Google Cloud project, where you want to create queued resource. | ||
const projectId = await tpuClient.getProjectId(); | ||
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// The name of the network you want the node to connect to. The network should be assigned to your project. | ||
const networkName = 'compute-tpu-network'; | ||
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// The region of the network, that you want the node to connect to. | ||
const region = 'europe-west4'; | ||
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// The name for your queued resource. | ||
// queuedResourceName = 'queued-resource-1'; | ||
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// The name for your node. | ||
// nodeName = 'node-name-1'; | ||
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// The zone in which to create the node. | ||
// For more information about supported TPU types for specific zones, | ||
// see https://cloud.google.com/tpu/docs/regions-zones | ||
// zone = 'europe-west4-a'; | ||
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// The accelerator type that specifies the version and size of the node 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. | ||
// tpuType = 'v2-8'; | ||
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// Software version that specifies the version of the node runtime to install. For more information, | ||
// see https://cloud.google.com/tpu/docs/runtimes | ||
// tpuSoftwareVersion = 'tpu-vm-tf-2.14.1'; | ||
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async function callCreateQueuedResourceNetwork() { | ||
// Specify the network and subnetwork that you want to connect your TPU to. | ||
const networkConfig = new NetworkConfig({ | ||
enableExternalIps: true, | ||
network: `projects/${projectId}/global/networks/${networkName}`, | ||
subnetwork: `projects/${projectId}/regions/${region}/subnetworks/${networkName}`, | ||
}); | ||
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// Create a node | ||
const node = new Node({ | ||
name: nodeName, | ||
zone, | ||
acceleratorType: tpuType, | ||
runtimeVersion: tpuSoftwareVersion, | ||
networkConfig, | ||
queuedResource: `projects/${projectId}/locations/${zone}/queuedResources/${queuedResourceName}`, | ||
}); | ||
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// Define parent for requests | ||
const parent = `projects/${projectId}/locations/${zone}`; | ||
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// Create queued resource | ||
const queuedResource = new QueuedResource({ | ||
name: queuedResourceName, | ||
tpu: { | ||
nodeSpec: [ | ||
{ | ||
parent, | ||
node, | ||
nodeId: nodeName, | ||
}, | ||
], | ||
}, | ||
}); | ||
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const request = { | ||
parent: `projects/${projectId}/locations/${zone}`, | ||
queuedResource, | ||
queuedResourceId: queuedResourceName, | ||
}; | ||
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const [operation] = await tpuClient.createQueuedResource(request); | ||
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// Wait for the create operation to complete. | ||
const [response] = await operation.promise(); | ||
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// You can wait until TPU Node is READY, | ||
// and check its status using getTpuVm() from `tpu_vm_get` sample. | ||
console.log( | ||
`Queued resource ${queuedResourceName} with specified network created.` | ||
); | ||
console.log(JSON.stringify(response)); | ||
} | ||
await callCreateQueuedResourceNetwork(); | ||
// [END tpu_queued_resources_create_network] | ||
} | ||
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main(...process.argv.slice(2)).catch(err => { | ||
console.error(err); | ||
process.exitCode = 1; | ||
}); |
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@@ -0,0 +1,72 @@ | ||
/* | ||
* Copyright 2024 Google LLC | ||
* | ||
* Licensed under the Apache License, Version 2.0 (the "License"); | ||
* you may not use this file except in compliance with the License. | ||
* You may obtain a copy of the License at | ||
* | ||
* https://www.apache.org/licenses/LICENSE-2.0 | ||
* | ||
* Unless required by applicable law or agreed to in writing, software | ||
* distributed under the License is distributed on an "AS IS" BASIS, | ||
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
* See the License for the specific language governing permissions and | ||
* limitations under the License. | ||
*/ | ||
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'use strict'; | ||
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const path = require('path'); | ||
const assert = require('node:assert/strict'); | ||
const {after, before, describe, it} = require('mocha'); | ||
const cp = require('child_process'); | ||
const {TpuClient} = require('@google-cloud/tpu').v2alpha1; | ||
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const execSync = cmd => cp.execSync(cmd, {encoding: 'utf-8'}); | ||
const cwd = path.join(__dirname, '..'); | ||
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describe('TPU queued resource with specified network', async () => { | ||
const queuedResourceName = `queued-resource-with-network-${Math.floor(Math.random() * 1000 + 1)}`; | ||
const nodeName = `node-with-network-2a2b3c${Math.floor(Math.random() * 1000 + 1)}`; | ||
const zone = 'us-south1-a'; | ||
const tpuType = 'v5litepod-1'; | ||
const tpuSoftwareVersion = 'tpu-vm-tf-2.14.1'; | ||
let projectId; | ||
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before(async () => { | ||
const tpuClient = new TpuClient(); | ||
projectId = await tpuClient.getProjectId(); | ||
}); | ||
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after(() => { | ||
// Delete queued resource | ||
execSync( | ||
`node ./queuedResources/forceDeleteQueuedResource.js ${queuedResourceName} ${zone}`, | ||
{ | ||
cwd, | ||
} | ||
); | ||
}); | ||
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it('should create queued resource with specified network', () => { | ||
const networkConfig = { | ||
network: `projects/${projectId}/global/networks/compute-tpu-network`, | ||
subnetwork: `projects/${projectId}/regions/europe-west4/subnetworks/compute-tpu-network`, | ||
enableExternalIps: true, | ||
}; | ||
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const response = execSync( | ||
`node ./queuedResources/createQueuedResourceNetwork.js ${nodeName} ${queuedResourceName} ${zone} ${tpuType} ${tpuSoftwareVersion}`, | ||
{ | ||
cwd, | ||
} | ||
); | ||
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assert( | ||
response.includes( | ||
`Queued resource ${queuedResourceName} with specified network created.` | ||
) | ||
); | ||
assert(response.includes(JSON.stringify(networkConfig))); | ||
}); | ||
}); |
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