sagemaker.mlops.workflow.pipeline_experiment_config

sagemaker.mlops.workflow.pipeline_experiment_config#

Pipeline experiment config for SageMaker pipeline.

Classes

PipelineExperimentConfig(experiment_name, ...)

Experiment config for SageMaker pipeline.

PipelineExperimentConfigProperties()

Enum-like class for all pipeline experiment config property references.

PipelineExperimentConfigProperty(name)

Reference to pipeline experiment config property.
class sagemaker.mlops.workflow.pipeline_experiment_config.PipelineExperimentConfig(experiment_name: str | Parameter | ExecutionVariable | PipelineVariable, trial_name: str | Parameter | ExecutionVariable | PipelineVariable)[source]#

Bases: Entity

Experiment config for SageMaker pipeline.

to_request() → Dict[str, Any] | List[Dict[str, Any]][source]#

Returns: the request structure.

class sagemaker.mlops.workflow.pipeline_experiment_config.PipelineExperimentConfigProperties[source]#

Bases: object

Enum-like class for all pipeline experiment config property references.

EXPERIMENT_NAME = <sagemaker.mlops.workflow.pipeline_experiment_config.PipelineExperimentConfigProperty object>#
TRIAL_NAME = <sagemaker.mlops.workflow.pipeline_experiment_config.PipelineExperimentConfigProperty object>#
class sagemaker.mlops.workflow.pipeline_experiment_config.PipelineExperimentConfigProperty(name: str)[source]#

Bases: PipelineVariable

Reference to pipeline experiment config property.

property expr: Dict[str, Any] | List[Dict[str, Any]]#

The ‘Get’ expression dict for a pipeline experiment config property.

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