gRPC: 선택한 프로그래밍 언어에서 클라이언트 라이브러리를 사용할 수 없으면, gRPC에서 지원되는 어떤 언어에서든 Dataproc를 위한 gRPC 클라이언트 라이브러리를 생성할 수 있습니다. 이를 위해서는 GitHub 저장소에서 제공되는 프로토콜 버퍼 서비스 정의가 필요합니다.
그런 다음 grpc.io에서 원하는 언어에 해당하는 안내를 따라 클라이언트를 생성하여 사용할 수 있습니다.
REST API: Dataproc의 클라이언트 라이브러리나 gRPC API를 사용할 수 없으면 REST API를 사용하세요.
[[["이해하기 쉬움","easyToUnderstand","thumb-up"],["문제가 해결됨","solvedMyProblem","thumb-up"],["기타","otherUp","thumb-up"]],[["이해하기 어려움","hardToUnderstand","thumb-down"],["잘못된 정보 또는 샘플 코드","incorrectInformationOrSampleCode","thumb-down"],["필요한 정보/샘플이 없음","missingTheInformationSamplesINeed","thumb-down"],["번역 문제","translationIssue","thumb-down"],["기타","otherDown","thumb-down"]],["최종 업데이트: 2025-08-27(UTC)"],[[["\u003cp\u003eDataproc offers multiple programmatic interfaces for interaction, with Google Cloud Client Libraries being the recommended option.\u003c/p\u003e\n"],["\u003cp\u003eGoogle Cloud Client Libraries are available in various languages, built on gRPC, and manage operational details like polling and retries.\u003c/p\u003e\n"],["\u003cp\u003eIf a client library is unavailable for your programming language, you can generate gRPC client libraries using protocol buffers from the Google repository.\u003c/p\u003e\n"],["\u003cp\u003eAs an alternative when client libraries or gRPC API is not an option, the Dataproc REST API can be utilized.\u003c/p\u003e\n"]]],[],null,["Available interfaces\n\nYou can use one of several programmatic interfaces when interacting with\nDataproc. These are the available interfaces, in the order that\nwe recommend using them:\n\n- [Google Cloud Client Libraries](/apis/docs/client-libraries-explained#google_cloud_client_libraries):\n Dataproc\n ([alpha and beta release](/terms/launch-stages#launch-stages))\n client libraries are available in multiple languages and\n are built on [gRPC](https://grpc.io/). These client\n libraries provide a layer of abstraction on top of\n gRPC and handle the details of operation polling, retries, and more.\n\n | **Note:** Although the Cloud Client Libraries are the preferred library choice, [Google API Client Libraries](https://developers.google.com/api-client-library/) for Dataproc are also available. These \"legacy\" libraries access REST but not gRPC APIs (see [Google API Client Libraries](/apis/docs/client-libraries-explained#google_api_client_libraries) for additional information).\n- [gRPC](/dataproc/docs/reference/rpc): If a client library is not available\n for your programming language of choice, you can generate gRPC client\n libraries for Dataproc in any gRPC-supported language. To do this, you'll\n need the\n [protocol buffers](https://developers.google.com/protocol-buffers/)\n service definition available from\n [our repository on GitHub](https://github.com/googleapis/googleapis).\n You can then follow the instructions for your preferred language on\n [grpc.io](https://grpc.io/) to generate and use your\n client.\n\n- [REST API](/dataproc/docs/reference/rest): If you're unable\n to use Dataproc's client libraries or the gRPC API, use the REST API."]]
