SageMaker Pipelines Overview - Amazon SageMaker

SageMaker Pipelines Overview

An Amazon SageMaker Model Building Pipelines pipeline is a series of interconnected steps that is defined by a JSON pipeline definition. This pipeline definition encodes a pipeline using a directed acyclic graph (DAG). This DAG gives information on the requirements for and relationships between each step of your pipeline. The structure of a pipeline's DAG is determined by the data dependencies between steps. These data dependencies are created when the properties of a step's output are passed as the input to another step. The following image is an example of a pipeline DAG:

The following topics describe fundamental SageMaker Pipelines concepts. For a tutorial describing the implementation of these concepts, see Create and Manage SageMaker Pipelines.