kedro_mlflow package

• Datasets
  • Artifact DataSet
    • MlflowArtifactDataset
      • MlflowArtifactDataset.load()
      • MlflowArtifactDataset.save()
  • Metrics DataSet
    • MlflowMetricDataset
      • MlflowMetricDataset.DEFAULT_SAVE_MODE
      • MlflowMetricDataset.SUPPORTED_SAVE_MODES
      • MlflowMetricDataset.__init__()
      • MlflowMetricDataset.load()
      • MlflowMetricDataset.save()
    • MlflowMetricHistoryDataset
      • MlflowMetricHistoryDataset.__init__()
      • MlflowMetricHistoryDataset.load()
      • MlflowMetricHistoryDataset.save()
  • Models DataSet
    • MlflowAbstractModelDataSet
      • MlflowAbstractModelDataSet.__init__()
    • MlflowModelTrackingDataset
      • MlflowModelTrackingDataset.__init__()
      • MlflowModelTrackingDataset.load()
      • MlflowModelTrackingDataset.model_uri
      • MlflowModelTrackingDataset.save()
    • MlflowModelLocalFileSystemDataset
      • MlflowModelLocalFileSystemDataset.__init__()
      • MlflowModelLocalFileSystemDataset.load()
      • MlflowModelLocalFileSystemDataset.save()
    • MlflowModelRegistryDataset
      • MlflowModelRegistryDataset.__init__()
      • MlflowModelRegistryDataset.load()
      • MlflowModelRegistryDataset.save()
• CLI
  • init
  • ui
  • modelify
• Pipelines
  • KedroMlflowPipelineMLError
  • PipelineML
    • PipelineML.KPM_KWARGS_DEFAULT
    • PipelineML.LOG_MODEL_KWARGS_DEFAULT
    • PipelineML.__init__()
    • PipelineML.filter()
    • PipelineML.from_inputs()
    • PipelineML.from_nodes()
    • PipelineML.inference
    • PipelineML.input_name
    • PipelineML.only_nodes()
    • PipelineML.only_nodes_with_inputs()
    • PipelineML.only_nodes_with_namespace()
    • PipelineML.only_nodes_with_outputs()
    • PipelineML.only_nodes_with_tags()
    • PipelineML.tag()
    • PipelineML.to_nodes()
    • PipelineML.to_outputs()
    • PipelineML.training
  • pipeline_ml_factory()
• Custom Mlflow Models
  • KedroPipelineModel
    • KedroPipelineModel.__init__()
    • KedroPipelineModel.copy_mode
    • KedroPipelineModel.extract_pipeline_artifacts()
    • KedroPipelineModel.load_context()
    • KedroPipelineModel.predict()
  • KedroPipelineModelError
• Configuration
  • DictParamsOptions
    • DictParamsOptions.Config
      • DictParamsOptions.Config.extra
    • DictParamsOptions.flatten
    • DictParamsOptions.model_config
    • DictParamsOptions.recursive
    • DictParamsOptions.sep
  • DisableTrackingOptions
    • DisableTrackingOptions.Config
      • DisableTrackingOptions.Config.extra
    • DisableTrackingOptions.model_config
    • DisableTrackingOptions.pipelines
  • ExperimentOptions
    • ExperimentOptions.Config
      • ExperimentOptions.Config.extra
    • ExperimentOptions.model_config
    • ExperimentOptions.model_post_init()
    • ExperimentOptions.name
    • ExperimentOptions.restore_if_deleted
  • KedroMlflowConfig
    • KedroMlflowConfig.Config
      • KedroMlflowConfig.Config.extra
      • KedroMlflowConfig.Config.validate_assignment
    • KedroMlflowConfig.model_config
    • KedroMlflowConfig.server
    • KedroMlflowConfig.setup()
    • KedroMlflowConfig.tracking
    • KedroMlflowConfig.ui
  • MlflowParamsOptions
    • MlflowParamsOptions.Config
      • MlflowParamsOptions.Config.extra
    • MlflowParamsOptions.dict_params
    • MlflowParamsOptions.long_params_strategy
    • MlflowParamsOptions.model_config
  • MlflowServerOptions
    • MlflowServerOptions.Config
      • MlflowServerOptions.Config.extra
    • MlflowServerOptions.credentials
    • MlflowServerOptions.mlflow_registry_uri
    • MlflowServerOptions.mlflow_tracking_uri
    • MlflowServerOptions.model_config
    • MlflowServerOptions.model_post_init()
    • MlflowServerOptions.request_header_provider
  • MlflowTrackingOptions
    • MlflowTrackingOptions.Config
      • MlflowTrackingOptions.Config.extra
    • MlflowTrackingOptions.disable_tracking
    • MlflowTrackingOptions.experiment
    • MlflowTrackingOptions.model_config
    • MlflowTrackingOptions.params
    • MlflowTrackingOptions.run
  • RequestHeaderProviderOptions
    • RequestHeaderProviderOptions.Config
      • RequestHeaderProviderOptions.Config.arbitrary_types_allowed
      • RequestHeaderProviderOptions.Config.extra
    • RequestHeaderProviderOptions.init_kwargs
    • RequestHeaderProviderOptions.model_config
    • RequestHeaderProviderOptions.pass_context
    • RequestHeaderProviderOptions.type
  • RunOptions
    • RunOptions.Config
      • RunOptions.Config.extra
    • RunOptions.id
    • RunOptions.model_config
    • RunOptions.name
    • RunOptions.nested
  • UiOptions
    • UiOptions.Config
      • UiOptions.Config.extra
    • UiOptions.host
    • UiOptions.model_config
    • UiOptions.port
• Notebook
• Hooks
  • Node Hook
  • Pipeline Hook