In a pipeline context, what is the primary purpose of using Interfaces?

In a pipeline context, the primary purpose of using Interfaces is to describe the shared characteristics and capabilities of assets. Interfaces serve as a contract or blueprint that outlines how different components of a data pipeline will interact with each other. This allows for consistency and standardization across various parts of the system, enabling components to understand what inputs to expect and what outputs they should produce.

Using Interfaces helps to promote modularity within a data pipeline, allowing developers to build and maintain components independently. It ensures that different assets can easily be integrated and exchanged without needing to modify other parts of the system significantly. This clarity in communication among components enhances collaboration among teams and simplifies debugging and testing processes.

Ultimately, the use of Interfaces aids in the overall design and orchestration of data flows, making it easier for engineers to connect and manage the various assets used throughout the data pipeline.