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revert: remove Azure ML parallelization (PR #24)#25

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abrichr merged 1 commit into
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revert-azure-ml-pr24
Feb 6, 2026
Merged

revert: remove Azure ML parallelization (PR #24)#25
abrichr merged 1 commit into
mainfrom
revert-azure-ml-pr24

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@abrichr

@abrichr abrichr commented Feb 6, 2026

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Summary

Reverts #24 - Azure ML parallelization for WAA evaluation.

Reason

We're using the direct VM pool approach instead (pool-create, pool-wait, pool-run in openadapt-ml). The Azure ML approach adds complexity without clear benefits:

  • Azure ML requires ACR setup and authentication
  • Job management is more complex than direct SSH
  • VM pools are simpler and working

The reverted code is ~2800 lines of dead code that would cause confusion.

What was removed

  • Azure ML job submission/management
  • Azure ML compute instance management
  • Azure ML log fetching
  • Related CLI commands (azure-ml-*)

🤖 Generated with Claude Code

@abrichr abrichr merged commit 57a86a9 into main Feb 6, 2026
@abrichr abrichr deleted the revert-azure-ml-pr24 branch February 6, 2026 19:48
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