[ENH] Reduce complexity of run_flow_on_task func
#1596
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Summary
This PR refactors
run_flow_on_task, which had grown to ~160 lines with high cyclomatic complexity, by extracting small helper functions with clear, single responsibilities. The main function is now a readable orchestrator with clearly defined steps.Changes
Extracted helper functions
_validate_flow_and_task_inputsHandles input validation and backward-compatible argument handling
_sync_flow_with_serverSynchronizes the flow with the server and checks for duplicate runs
_prepare_run_environmentPrepares environment information and run tags
_create_run_from_resultsBuilds the
OpenMLRunobject from execution resultsInternal structure improvements
_RunResultsNamedTupleto bundle execution outputs(
data_content,trace,evaluations) and reduce long parameter listsType Safety Improvements
assertstatements with explicitValueError/TypeErrorexceptionsNoneFixes #1580