Sync Fabric till deb6dbee #1438
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… post analysis - Add function wait_futures for easier post analysis - Use logger instead of print ---- #### AI description (iteration 1) #### PR Classification A code enhancement for debugging asynchronous mlflow logging and improving post-run analysis. #### PR Summary This PR adds detailed debug logging to the mlflow integration and introduces a new `wait_futures` function to streamline the collection of asynchronous task results for improved analysis. - `flaml/fabric/mlflow.py`: Added debug log statements around starting and ending mlflow runs to trace run IDs and execution flow. - `flaml/automl/automl.py`: Implemented the `wait_futures` function to handle asynchronous task results and replaced a print call with `logger.info` for consistent logging. <!-- GitOpsUserAgent=GitOps.Apps.Server.pullrequestcopilot --> Related work items: #4029592
whiskyboy
approved these changes
May 27, 2025
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