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Unify workflow planning for record/train/infer#103

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pearlq12345 wants to merge 9 commits into
MINT-SJTU:mainfrom
pearlq12345:feat/fluxvla-workflow-spec
Open

Unify workflow planning for record/train/infer#103
pearlq12345 wants to merge 9 commits into
MINT-SJTU:mainfrom
pearlq12345:feat/fluxvla-workflow-spec

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Summary

Add a workflow planning layer for record, train, and infer.

This introduces:

  • POST /api/workflows/plan
  • POST /api/workflows/run/{phase}

Planning now resolves dataset names, checkpoint paths, and stage dependencies in one place, and execution reuses those resolved values instead of recomputing them per phase.

Validation

  • pytest tests/test_workflow_plan.py tests/test_workflow_service.py tests/test_workflow_routes.py tests/test_dashboard_routes.py::TestWorkflowRoutes::test_workflow_plan_route_is_registered -q
  • manual smoke checks for planning, blocked runs, and command compilation

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