wehub-resource-sync
84 lines
2.5 KiB
ReStructuredText
84 lines
2.5 KiB
ReStructuredText
mlflow
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======
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.. automodule:: mlflow
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:members:
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:undoc-members:
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:exclude-members:
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MlflowClient,
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add_trace,
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trace,
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start_span,
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start_span_no_context,
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get_trace,
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search_traces,
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log_assessment,
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log_expectation,
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log_feedback,
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update_assessment,
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delete_assessment,
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get_current_active_span,
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get_last_active_trace_id,
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create_external_model,
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delete_logged_model_tag,
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finalize_logged_model,
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get_logged_model,
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initialize_logged_model,
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last_logged_model,
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search_logged_models,
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set_active_model,
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set_logged_model_tags,
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log_model_params,
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clear_active_model,
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load_prompt,
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register_prompt,
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search_prompts,
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set_prompt_alias,
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delete_prompt_alias,
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.. _mlflow-tracing-fluent-python-apis:
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MLflow Tracing APIs
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===================
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The ``mlflow`` module provides a set of high-level APIs for `MLflow Tracing <../llms/tracing/index.html>`_. For the detailed
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guidance on how to use these tracing APIs, please refer to the `Tracing Fluent APIs Guide <../llms/tracing/index.html#tracing-fluent-apis>`_.
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.. autofunction:: mlflow.trace
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.. autofunction:: mlflow.start_span
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.. autofunction:: mlflow.start_span_no_context
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.. autofunction:: mlflow.get_trace
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.. autofunction:: mlflow.search_traces
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.. autofunction:: mlflow.get_current_active_span
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.. autofunction:: mlflow.get_last_active_trace_id
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.. autofunction:: mlflow.add_trace
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.. autofunction:: mlflow.log_assessment
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.. autofunction:: mlflow.log_expectation
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.. autofunction:: mlflow.log_feedback
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.. autofunction:: mlflow.update_assessment
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.. autofunction:: mlflow.delete_assessment
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.. automodule:: mlflow.tracing
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:members:
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:undoc-members:
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:noindex:
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.. _mlflow-logged-model-fluent-python-apis:
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MLflow Logged Model APIs
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========================
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The ``mlflow`` module provides a set of high-level APIs to interact with ``MLflow Logged Models``.
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.. autofunction:: mlflow.clear_active_model
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.. autofunction:: mlflow.create_external_model
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.. autofunction:: mlflow.delete_logged_model_tag
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.. autofunction:: mlflow.finalize_logged_model
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.. autofunction:: mlflow.get_logged_model
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.. autofunction:: mlflow.initialize_logged_model
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.. autofunction:: mlflow.last_logged_model
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.. autofunction:: mlflow.search_logged_models
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.. autofunction:: mlflow.set_active_model
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.. autofunction:: mlflow.set_logged_model_tags
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.. autofunction:: mlflow.log_model_params
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