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The run_flow_on_task is ~160 lines of code with high complexity: https://github.com/openml/openml-python/blob/main/openml/runs/functions.py#L178
I would suggest to refactor it to reduce its complexity. We can keep the this main-function as the orchestrator and separate the responsibilities into:
- input validation
- parallel processing
- aggregation of predictions and evaluations
- creating the run from the
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