[[["容易理解","easyToUnderstand","thumb-up"],["確實解決了我的問題","solvedMyProblem","thumb-up"],["其他","otherUp","thumb-up"]],[["難以理解","hardToUnderstand","thumb-down"],["資訊或程式碼範例有誤","incorrectInformationOrSampleCode","thumb-down"],["缺少我需要的資訊/範例","missingTheInformationSamplesINeed","thumb-down"],["翻譯問題","translationIssue","thumb-down"],["其他","otherDown","thumb-down"]],["上次更新時間：2025-09-04 (世界標準時間)。"],[[["\u003cp\u003eApache Beam is a unified, open-source model for defining batch and streaming data processing pipelines.\u003c/p\u003e\n"],["\u003cp\u003eDesigning an Apache Beam pipeline involves determining its structure, choosing data transforms, and specifying input/output methods.\u003c/p\u003e\n"],["\u003cp\u003eCreating a pipeline involves using the classes in the Beam SDKs and building the pipeline itself.\u003c/p\u003e\n"],["\u003cp\u003eThe Apache Beam website provides documentation on designing, creating, and testing your data processing pipelines.\u003c/p\u003e\n"]]],[],null,["# Pipeline fundamentals for the Apache Beam SDKs\n\nApache Beam is an open source, unified model for defining both batch and\nstreaming-data parallel-processing pipelines. Before you get started with\nDataflow, understand how to design, create and test Apache Beam pipelines.\n\nApache Beam resources\n---------------------\n\nOn the Apache Beam website, you can find documentation on:\n\n- [How to design your pipeline](https://beam.apache.org/documentation/pipelines/design-your-pipeline/):\n shows how to determine your pipeline's structure, how to choose which\n transforms to apply to your data, and how to determine your input and output\n methods.\n\n- [How to create your pipeline](https://beam.apache.org/documentation/pipelines/create-your-pipeline/):\n explains the mechanics of using the classes in the Beam SDKs and the\n necessary steps needed to build a pipeline.\n\n- [How to test your pipeline](https://beam.apache.org/documentation/pipelines/test-your-pipeline/):\n presents best practices for testing your pipelines."]]
