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Adopt Fabric Spark support in Azure ML CLI - #10459

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vaibhj wants to merge 1 commit into
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vaibhj:users/vaibhj/fabric-spark-compute-cli

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@vaibhj

@vaibhj vaibhj commented Oct 12, 2026 •

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Background and defect

The v2 az ml extension pins azure-ai-ml==1.35.1, which deserializes FabricSpark compute as unsupported. Its existing compute attach (YAML), detach, show, and list handlers already delegate to the SDK, so no new CLI handlers are required.

Change and compatibility

Pin azure-ai-ml==1.36.0, the version currently under development in the SDK repository. That SDK adds FabricSpark ARM models and entity conversion for the existing CLI commands. The change is limited to one dependency declaration and does not change handlers or any other compute behavior. Do not ship until this SDK version has been released with the FabricSpark changes.

Dependencies and merge order

Blocked on Azure/azure-sdk-for-python#49501 merging AND an azure-ai-ml 1.36.0 package containing that commit being published. If the SDK ships under another version, update this pin and revalidate before merge. SDK release first, CLI extension second.

Validation

SDK compute tests: 42 passed, 1 skipped. CLI CI fails during installation because azure-ai-ml==1.36.0 is not published; lint, integration, and version checks are blocked by that pin. This PR is available for review but must not merge or ship until the published SDK includes FabricSpark. Update the pin if its release version changes, then rerun CLI checks. No live detach was attempted.

Update the CLI SDK pin to the pending 1.36.0 release that includes typed Fabric Spark attachment support. Existing attach, detach, show, and list commands need no handler changes.

Authored-by: GitHub Copilot CLI v1.0.88
Model: GPT-6 Sol (gpt-6-sol)
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
Copilot-Session: 31c47880-d3a1-4cc6-a893-ab264315c7db
Copilot AI balanced review requested due to automatic review settings October 12, 2026 22:02
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@microsoft-github-policy-service microsoft-github-policy-service Bot added the customer-reported Issues that are reported by GitHub users external to the Azure organization. label Oct 12, 2026
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Thank you for your contribution vaibhj! We will review the pull request and get back to you soon.

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🟡 Changes recommended

The pinned SDK version is unpublished and its upstream implementation remains blocked.

0 open findings

What changed in this PR

Updates the ML extension’s SDK dependency to enable FabricSpark compute support through existing CLI handlers.

Changes:

  • Pins azure-ai-ml to 1.36.0.
File Description
src/​machinelearningservices/​azext_mlv2/​manual/​requirements.txt Updates the Azure ML SDK dependency.

🧠 Review effort: Balanced


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@a0x1ab

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/azp run

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Azure Pipelines:
Successfully started running 2 pipeline(s).

@yonzhan

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Please fix CI issues

@vaibhj

vaibhj commented Oct 13, 2026

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SDK / CLI team will do this at the time of release Benno Evers (@lava) Kumar Repala

@vaibhj vaibhj closed this Oct 13, 2026
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6 participants