-
Notifications
You must be signed in to change notification settings - Fork 2k
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
feat: tpu_queued_resources_time_bound
- Loading branch information
Showing
6 changed files
with
234 additions
and
29 deletions.
There are no files selected for viewing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,155 @@ | ||
/* | ||
* 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. | ||
*/ | ||
|
||
'use strict'; | ||
|
||
async function main( | ||
nodeName, | ||
queuedResourceName, | ||
zone, | ||
tpuType, | ||
tpuSoftwareVersion | ||
) { | ||
// [START tpu_queued_resources_time_bound] | ||
// Import the TPU library | ||
const {TpuClient} = require('@google-cloud/tpu').v2alpha1; | ||
const {Node, NetworkConfig, QueuedResource} = | ||
require('@google-cloud/tpu').protos.google.cloud.tpu.v2alpha1; | ||
|
||
// Instantiate a tpuClient | ||
const tpuClient = new TpuClient(); | ||
|
||
/** | ||
* 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(); | ||
|
||
// 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'; | ||
|
||
// The region of the network, that you want the node to connect to. | ||
const region = 'europe-west4'; | ||
|
||
// The name for your queued resource. | ||
// queuedResourceName = 'queued-resource-1'; | ||
|
||
// The name for your node. | ||
// nodeName = 'node-name-1'; | ||
|
||
// 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'; | ||
|
||
// 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'; | ||
|
||
// 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'; | ||
|
||
async function callCreateQueuedResourceTimeBound() { | ||
// Create a node | ||
const node = new Node({ | ||
name: nodeName, | ||
zone, | ||
acceleratorType: tpuType, | ||
runtimeVersion: tpuSoftwareVersion, | ||
// Define network | ||
networkConfig: new NetworkConfig({ | ||
enableExternalIps: true, | ||
network: `projects/${projectId}/global/networks/${networkName}`, | ||
subnetwork: `projects/${projectId}/regions/${region}/subnetworks/${networkName}`, | ||
}), | ||
queuedResource: `projects/${projectId}/locations/${zone}/queuedResources/${queuedResourceName}`, | ||
}); | ||
|
||
// Define parent for requests | ||
const parent = `projects/${projectId}/locations/${zone}`; | ||
|
||
// Create queued resource | ||
const queuedResource = new QueuedResource({ | ||
name: queuedResourceName, | ||
tpu: { | ||
nodeSpec: [ | ||
{ | ||
parent, | ||
node, | ||
nodeId: nodeName, | ||
}, | ||
], | ||
}, | ||
queueingPolicy: new QueuedResource.QueueingPolicy({ | ||
// You can specify a duration after which a resource should be allocated. | ||
validAfterDuration: { | ||
// format: hour * 3600s | ||
seconds: 6 * 3600, | ||
}, | ||
// You can specify how long a queued resource request remains valid. | ||
// validUntilDuration: { | ||
// // format: hour * 3600s | ||
// seconds: 6 * 3600, | ||
// }, | ||
// You can specify a time after which a resource should be allocated. | ||
// validAfterTime: { | ||
// // format: new Date('YOUR_TIMESTAMP').getTime() / 1000 | ||
// seconds: new Date('2024-10-25T11:45:00Z').getTime() / 1000, | ||
// }, | ||
// You can specify a time before which the resource should be allocated. | ||
// validUntilTime: { | ||
// // format: new Date('YOUR_TIMESTAMP').getTime() / 1000 | ||
// seconds: new Date('2024-10-25T11:45:00Z').getTime() / 1000, | ||
// }, | ||
// You can specify an allocation interval. `startTime` specifies the beginning of the allocation interval | ||
// and `endTime` specifies the end of the allocation interval. | ||
// validInterval: { | ||
// // format: new Date('YOUR_TIMESTAMP').getTime() / 1000 | ||
// startTime: { | ||
// seconds: new Date('2024-10-25T15:45:00Z').getTime() / 1000, | ||
// }, | ||
// endTime: { | ||
// seconds: new Date('2024-10-26T11:45:00Z').getTime() / 1000, | ||
// }, | ||
// }, | ||
}), | ||
}); | ||
|
||
const request = { | ||
parent: `projects/${projectId}/locations/${zone}`, | ||
queuedResource, | ||
queuedResourceId: queuedResourceName, | ||
}; | ||
|
||
const [operation] = await tpuClient.createQueuedResource(request); | ||
|
||
// Wait for the create operation to complete. | ||
const [response] = await operation.promise(); | ||
|
||
// You can wait until TPU Node is READY, | ||
// and check its status using getTpuVm() from `tpu_vm_get` sample. | ||
console.log(JSON.stringify(response)); | ||
} | ||
await callCreateQueuedResourceTimeBound(); | ||
// [END tpu_queued_resources_time_bound] | ||
} | ||
|
||
main(...process.argv.slice(2)).catch(err => { | ||
console.error(err); | ||
process.exitCode = 1; | ||
}); |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,59 @@ | ||
/* | ||
* 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. | ||
*/ | ||
|
||
'use strict'; | ||
|
||
const path = require('path'); | ||
const assert = require('node:assert/strict'); | ||
const {after, describe, it} = require('mocha'); | ||
const cp = require('child_process'); | ||
|
||
const execSync = cmd => cp.execSync(cmd, {encoding: 'utf-8'}); | ||
const cwd = path.join(__dirname, '..'); | ||
|
||
describe('TPU time bound queued resource', async () => { | ||
const queuedResourceName = `queued-resource-time-bound-${Math.floor(Math.random() * 1000 + 1)}`; | ||
const nodeName = `node-time-bound-2a2b3c${Math.floor(Math.random() * 1000 + 1)}`; | ||
const zone = 'us-west4-a'; | ||
const tpuType = 'v5litepod-1'; | ||
const tpuSoftwareVersion = 'tpu-vm-tf-2.14.1'; | ||
|
||
after(() => { | ||
// Delete queued resource | ||
execSync( | ||
`node ./queuedResources/forceDeleteQueuedResource.js ${queuedResourceName} ${zone}`, | ||
{ | ||
cwd, | ||
} | ||
); | ||
}); | ||
|
||
it('should create queued resource', () => { | ||
const response = JSON.parse( | ||
execSync( | ||
`node ./queuedResources/createQueuedResourceTimeBound.js ${nodeName} ${queuedResourceName} ${zone} ${tpuType} ${tpuSoftwareVersion}`, | ||
{ | ||
cwd, | ||
} | ||
) | ||
); | ||
|
||
assert.ok(response.queueingPolicy); | ||
assert.ok(response.queueingPolicy.validAfterTime); | ||
assert(typeof response.queueingPolicy.validAfterTime.seconds, 'string'); | ||
assert(typeof response.queueingPolicy.validAfterTime.nano, 'number'); | ||
}); | ||
}); |