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Design Your PipelineThis page helps you design your Apache Beam pipeline. It includes information about how to determine your pipeline’s structure, how to choose which transforms to apply to your data, and how to determine your input and output methods. Before reading this section, it is recommended that you become familiar with the information in the Beam programming guide. What to consider when

Beam lets you process unbounded, out-of-order, global-scale data with portable high-level pipelines. Stateful processing is a new feature of the Beam model that expands the capabilities of Beam, unlocking new use cases and new efficiencies. In this post, I will guide you through stateful processing in Beam: how it works, how it fits in with the other features of the Beam model, what you might use

Managed I/O ConnectorsBeam’s new Managed API streamlines how you use existing I/Os, offering both simplicity and powerful enhancements. I/Os are now configured through a lightweight, consistent interface: a simple configuration map with a unified API that spans multiple connectors. With Managed I/O, runners gain deeper insight into each I/O’s structure and intent. This allows the runner to optimiz

Beam Capability MatrixApache Beam provides a portable API layer for building sophisticated data-parallel processing pipelines that may be executed across a diversity of execution engines, or runners. The core concepts of this layer are based upon the Beam Model (formerly referred to as the Dataflow Model), and implemented to varying degrees in each Beam runner. To help clarify the capabilities of

Apache Beam Programming GuideThe Beam Programming Guide is intended for Beam users who want to use the Beam SDKs to create data processing pipelines. It provides guidance for using the Beam SDK classes to build and test your pipeline. The programming guide is not intended as an exhaustive reference, but as a language-agnostic, high-level guide to programmatically building your Beam pipeline. As th

Introducing Apache BeamThe Unified Apache Beam ModelThe easiest way to do batch and streaming data processing. Write once, run anywhere data processing for mission-critical production workloads. Link to GitHub Repo Introducing Apache BeamThe Unified Apache Beam ModelThe easiest way to do batch and streaming data processing. Write once, run anywhere data processing for mission-critical production w