fix: MLflow 3.7+ compatibility - graceful handling of removed agent tracer#472
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vivekvar-dl wants to merge 1 commit intoSylphAI-Inc:mainfrom
Open
fix: MLflow 3.7+ compatibility - graceful handling of removed agent tracer#472vivekvar-dl wants to merge 1 commit intoSylphAI-Inc:mainfrom
vivekvar-dl wants to merge 1 commit intoSylphAI-Inc:mainfrom
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…racer Fixes SylphAI-Inc#459 The mlflow.openai._agent_tracer module was removed or relocated in MLflow 3.7.0, causing import failures when users try to run the quickstart example. Changes: - Added graceful fallback when MlflowOpenAgentTracingProcessor is unavailable - Added MLFLOW_AGENT_TRACER_AVAILABLE flag to check tracer availability - Added clear error messages directing users to downgrade MLflow if needed - Changed hard import failure to a soft warning with None fallback This ensures the library loads successfully even with newer MLflow versions, while providing actionable error messages when tracing features are used.
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Fixes #459
Problem
The
mlflow.openai._agent_tracermodule was removed or relocated in MLflow 3.7.0, causing import failures when users try to run the quickstart example from the documentation.Solution
This PR adds graceful handling for the missing module:
MLFLOW_AGENT_TRACER_AVAILABLEflag to check tracer availability separately from MLflow itselfNonefallbackenable_mlflow_local()andenable_mlflow_local_with_server()directing users to either:Changes
adalflow/tracing/mlflow_integration.pyto handle the missing import gracefullyMlflowOpenAgentTracingProcessorTesting
The library now loads successfully with MLflow 3.7+, and provides actionable error messages when tracing features are attempted.
Related
This ensures the AdalFlow library can coexist with newer MLflow versions without breaking imports, while maintaining backwards compatibility for users with older MLflow installations.