sagemaker.workflow.pipelines.rst

Pipelines

ConditionStep

.. autoclass:: sagemaker.workflow.condition_step.ConditionStep

.. deprecated:: sagemaker.workflow.condition_step.JsonGet

Conditions

.. autoclass:: sagemaker.workflow.conditions.ConditionTypeEnum

.. autoclass:: sagemaker.workflow.conditions.Condition

.. autoclass:: sagemaker.workflow.conditions.ConditionComparison

.. autoclass:: sagemaker.workflow.conditions.ConditionEquals

.. autoclass:: sagemaker.workflow.conditions.ConditionGreaterThan

.. autoclass:: sagemaker.workflow.conditions.ConditionGreaterThanOrEqualTo

.. autoclass:: sagemaker.workflow.conditions.ConditionLessThan

.. autoclass:: sagemaker.workflow.conditions.ConditionLessThanOrEqualTo

.. autoclass:: sagemaker.workflow.conditions.ConditionIn

.. autoclass:: sagemaker.workflow.conditions.ConditionNot

.. autoclass:: sagemaker.workflow.conditions.ConditionOr

CheckJobConfig

.. autoclass:: sagemaker.workflow.check_job_config.CheckJobConfig

Entities

.. autoclass:: sagemaker.workflow.entities.Entity

.. autoclass:: sagemaker.workflow.entities.DefaultEnumMeta

.. autoclass:: sagemaker.workflow.entities.Expression

Execution Variables

.. autoclass:: sagemaker.workflow.execution_variables.ExecutionVariable

.. autoclass:: sagemaker.workflow.execution_variables.ExecutionVariables

Functions

.. autoclass:: sagemaker.workflow.functions.Join

.. autoclass:: sagemaker.workflow.functions.JsonGet

Parameters

.. autoclass:: sagemaker.workflow.parameters.ParameterTypeEnum

.. autoclass:: sagemaker.workflow.parameters.Parameter

.. autoclass:: sagemaker.workflow.parameters.ParameterString

.. autoclass:: sagemaker.workflow.parameters.ParameterInteger

.. autoclass:: sagemaker.workflow.parameters.ParameterFloat

Pipeline

.. autoclass:: sagemaker.workflow.pipeline.Pipeline
    :members:

.. autoclass:: sagemaker.workflow.pipeline._PipelineExecution
    :members:

Parallelism Configuration

.. autoclass:: sagemaker.workflow.parallelism_config.ParallelismConfiguration
    :members:

Pipeline Experiment Config

.. autoclass:: sagemaker.workflow.pipeline_experiment_config.PipelineExperimentConfig

.. autoclass:: sagemaker.workflow.pipeline_experiment_config.PipelineExperimentConfigProperty

Properties

.. autoclass:: sagemaker.workflow.properties.PropertiesMeta

.. autoclass:: sagemaker.workflow.properties.Properties

.. autoclass:: sagemaker.workflow.properties.PropertiesList

.. autoclass:: sagemaker.workflow.properties.PropertyFile

Step Collections

.. autoclass:: sagemaker.workflow.step_collections.StepCollection

.. autoclass:: sagemaker.workflow.step_collections.RegisterModel

.. autoclass:: sagemaker.workflow.step_collections.EstimatorTransformer

Steps

.. autoclass:: sagemaker.workflow.steps.StepTypeEnum

.. autoclass:: sagemaker.workflow.steps.Step

.. autoclass:: sagemaker.workflow.steps.TrainingStep

.. autoclass:: sagemaker.workflow.steps.TuningStep

.. autofunction:: sagemaker.workflow.steps.TuningStep.get_top_model_s3_uri

.. autoclass:: sagemaker.workflow.steps.TransformStep

.. autoclass:: sagemaker.workflow.steps.ProcessingStep

.. autoclass:: sagemaker.workflow.steps.CreateModelStep

.. autoclass:: sagemaker.workflow.callback_step.CallbackStep

.. autoclass:: sagemaker.workflow.steps.CacheConfig

.. autoclass:: sagemaker.workflow.lambda_step.LambdaStep

.. autoclass:: sagemaker.workflow.quality_check_step.QualityCheckConfig

.. autoclass:: sagemaker.workflow.quality_check_step.QualityCheckStep

.. autoclass:: sagemaker.workflow.clarify_check_step.ClarifyCheckConfig

.. autoclass:: sagemaker.workflow.clarify_check_step.ClarifyCheckStep

.. autoclass:: sagemaker.workflow.fail_step.FailStep