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Experiments Module in phoenix-client#

arize-phoenix-client

PyPI

New Features in Phoenix 11.7+:

  • Added a new experiments property to both Client and AsyncClient for invoking experiment workflows.

  • Introduced Experiments and AsyncExperiments classes with run_experiment methods supporting tasks, evaluators, dry-run mode, and metadata.

  • Implemented SyncExecutor and AsyncExecutor classes for concurrent execution with built-in progress bars.

  • Added RateLimiter and AdaptiveTokenBucket for intelligent handling and throttling of rate-limit errors.

Bug Fixes:

  • Fixed a typo in the datasets.get_dataset_versions docstring.

Enhancements:

  • Introduced a PhoenixException base class and refactored exception imports for consistency.

  • Simplified rate limiter output by replacing printif with direct print statements.