Flow API
Flow API is a tool for building and managing data pipelines, often used in data engineering and machine learning workflows. It provides a framework to define, schedule, and monitor complex data processing tasks, enabling automation and orchestration of data flows across various systems. This helps organizations streamline their data operations, ensuring reliable and scalable data movement and transformation.
Developers should learn Flow API when working on data-intensive applications, such as ETL (Extract, Transform, Load) processes, real-time analytics, or machine learning pipelines, to automate and manage data workflows efficiently. It is particularly useful in scenarios requiring coordination between multiple data sources, processing steps, and destinations, reducing manual intervention and improving data reliability. For example, in a cloud-based data platform, Flow API can orchestrate data ingestion from APIs, transformation in Spark, and loading into a data warehouse.