Manage Compute Deployment Support#33338
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…ces account Add new preview command group 'az cognitiveservices account managed-compute-deployment' with create, show, list, update, and delete operations for GPU-backed managed compute deployments. - create: supports --model, --deployment-template, --accelerator-type, --version-upgrade-option, --sku-name, --sku-capacity, --tags - update: supports --sku-name, --sku-capacity, --tags (model/accelerator immutable) - show/list/delete: wrapped as custom commands for SDK compatibility Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
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Move ManagedComputeDeployment and ManagedComputeDeploymentProperties imports from top-level to inside the functions that use them, so the module loads successfully with the currently released SDK version. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
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Pull request overview
Adds a new preview command group, az cognitiveservices account managed-compute-deployment, to manage GPU-backed managed compute deployments under Cognitive Services accounts.
Changes:
- Introduces new CLI command group with create/show/list/update/delete wired to new custom implementations and client factory.
- Adds command help and argument definitions for managed compute deployment scenarios.
- Adds a new scenario test and updates linter exclusions and release history.
Show a summary per file
| File | Description |
|---|---|
| src/azure-cli/HISTORY.rst | Adds release note entry for the new preview command group. |
| src/azure-cli/azure/cli/command_modules/cognitiveservices/tests/latest/test_managed_compute_deployment.py | Adds scenario test covering CRUD flow for managed compute deployments. |
| src/azure-cli/azure/cli/command_modules/cognitiveservices/linter_exclusions.yml | Adds linter exclusions for new commands (and agent logs remove). |
| src/azure-cli/azure/cli/command_modules/cognitiveservices/custom.py | Implements custom CRUD handlers for managed compute deployments. |
| src/azure-cli/azure/cli/command_modules/cognitiveservices/commands.py | Registers the new command group and maps verbs to custom handlers. |
| src/azure-cli/azure/cli/command_modules/cognitiveservices/_params.py | Adds managed compute deployment-specific arguments (deployment name + create-only properties). |
| src/azure-cli/azure/cli/command_modules/cognitiveservices/_help.py | Adds help entries and examples for the new group and commands. |
| src/azure-cli/azure/cli/command_modules/cognitiveservices/_client_factory.py | Adds a client factory for managed compute deployments operations. |
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src/azure-cli/azure/cli/command_modules/cognitiveservices/tests/latest/test_managed_compute_deployment.py:82
- The test calls
managed-compute-deployment update --sku-capacity 2but doesn't assert that the update actually took effect (e.g., by re-showing the deployment and checkingsku.capacityand/or tags). Adding a verification step would ensure the update path is covered and prevent regressions where the command returns success but doesn't apply changes.
# update sku capacity
self.cmd(
'az cognitiveservices account managed-compute-deployment update '
'-n {sname} -g {rg} '
'--deployment-name {deployment_name} '
'--sku-capacity 2')
- Files reviewed: 8/8 changed files
- Comments generated: 3
| * `az cognitiveservices agent logs show`: Add console log streaming for hosted agents (#32701) | ||
| * `az cognitiveservices agent create`: Add `--show-logs` flag for deployment troubleshooting (#32701) | ||
| * `az cognitiveservices agent start`: Add `--show-logs` and `--timeout` flags (#32701) | ||
| * [PREVIEW] `az cognitiveservices account managed-compute-deployment`: Add new command group for managing GPU-backed managed compute deployments with create, show, list, update, and delete operations |
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| c.argument('version_upgrade_option', options_list=['--version-upgrade-option'], | ||
| help='Version upgrade policy. Allowed values: OnceNewDefaultVersionAvailable, ' | ||
| 'OnceCurrentVersionExpired, NoAutoUpgrade.') |
Comment on lines
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| class CognitiveServicesManagedComputeDeploymentTests(ScenarioTest): | ||
| @serial_test() | ||
| @ResourceGroupPreparer() | ||
| def test_cognitiveservices_managed_compute_deployment(self, resource_group): | ||
| sname = self.create_random_name(prefix='cs_cli_test_', length=16) |
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This pull request introduces a new (preview) command group,
az cognitiveservices account managed-compute-deployment, for managing GPU-backed managed compute deployments in Azure Cognitive Services accounts. It adds full CRUD support (create, show, list, update, delete) for managed compute deployments, including command-line argument definitions, help documentation, client factory integration, and custom command implementations. The PR also includes linter exclusions and a scenario test for the new feature.Related commandDescription
Testing Guide
History Notes
[Component Name 1] BREAKING CHANGE:
az command a: Make some customer-facing breaking change[Component Name 2]
az command b: Add some customer-facing featureThis checklist is used to make sure that common guidelines for a pull request are followed.
The PR title and description has followed the guideline in Submitting Pull Requests.
I adhere to the Command Guidelines.
I adhere to the Error Handling Guidelines.