| 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 |
|
|
