| 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 | |
| .. autoclass:: sagemaker.workflow.entities.PipelineVariable | |
| Execution Variables | |
| ------------------- | |
| .. autoclass:: sagemaker.workflow.execution_variables.ExecutionVariable | |
| .. autoclass:: sagemaker.workflow.execution_variables.ExecutionVariables | |
| :members: START_DATETIME, CURRENT_DATETIME, PIPELINE_EXECUTION_ID, PIPELINE_EXECUTION_ARN, PIPELINE_NAME, PIPELINE_ARN, TRAINING_JOB_NAME, PROCESSING_JOB_NAME | |
| 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 | |
| .. autoclass:: sagemaker.workflow.parameters.ParameterBoolean | |
| Pipeline | |
| -------- | |
| .. autoclass:: sagemaker.workflow.pipeline.Pipeline | |
| :members: | |
| .. autoclass:: sagemaker.workflow.pipeline._PipelineExecution | |
| :members: | |
| Pipeline Context | |
| ------------------ | |
| .. autoclass:: sagemaker.workflow.pipeline_context.PipelineSession | |
| :members: | |
| .. autoclass:: sagemaker.workflow.pipeline_context.LocalPipelineSession | |
| :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 | |
| .. autoclass:: sagemaker.workflow.model_step.ModelStep | |
| .. autoclass:: sagemaker.workflow.monitor_batch_transform_step.MonitorBatchTransformStep | |
| 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 | |