trace 데이터가 자동으로 캡처되지 않는 경우 이 데이터를 수집하기 위해 애플리케이션을 계측해야 합니다.
애플리케이션별 정보를 수집하도록 애플리케이션을 계측할 수 있습니다. 여러 오픈소스 계측 프레임워크를 사용하면 애플리케이션에서 측정항목, 로그, trace를 수집하고 Google Cloud를 포함한 모든 공급업체에 해당 데이터를 전송할 수 있습니다. 애플리케이션을 계측하려면 공급업체 및 제품별 API 또는 클라이언트 라이브러리 대신 OpenTelemetry와 같은 오픈소스인 공급업체 중립적인 계측 프레임워크를 사용하는 것이 좋습니다.
공급업체 중립적 계측 프레임워크를 사용하여 애플리케이션을 계측하는 방법은 계측 및 관측 가능성을 참조하세요.
[[["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: 2025-09-04(UTC)"],[],[],null,["# Client libraries\n\n| **Note:** Trace data is automatically captured for some configurations and for some Google Cloud services, so you might not need to instrument your application. For more information, see [Configurations with automatic tracing](/trace/docs/overview#configurations_with_automatic_tracing).\n\nWhen trace data isn't automatically captured, you need to instrument\nyour application to collect this data.\n\n\nYou can instrument your application so that it collects\napplication-specific information. Several open-source\ninstrumentation frameworks let you collect metrics, logs, and\ntraces from your application and send that data to any vendor,\nincluding Google Cloud. To instrument your application, we recommend that you use a\nvendor-neutral instrumentation framework that is open source, such as\n[OpenTelemetry](https://opentelemetry.io/), instead of\nvendor- and product-specific APIs or client libraries.\n\nFor information about instrumenting your applications by using\nvendor-neutral instrumentation frameworks, see\n[Instrumentation and observability](/stackdriver/docs/instrumentation/overview).\n\nSet up information for the OpenTelemetry library:\n\n- [C++](/trace/docs/setup/cpp-ot)\n- [Go](/trace/docs/setup/go-ot)\n- [Java](/trace/docs/setup/java-ot)\n- [Node.js](/trace/docs/setup/nodejs-ot)\n- [Python](/trace/docs/setup/python-ot)\n\nInformation about the Cloud Client Libraries:\n\n- Ruby:\n\n | **Note:** We recommend that you use OpenTelemetry for Ruby. For more information, see the [Ruby SDK](https://opentelemetry.io/docs/instrumentation/ruby/).\n\n GitHub: [`googleapis/google-cloud-trace`](https://github.com/googleapis/google-cloud-ruby/tree/master/google-cloud-trace)\n- ASP.NET:\n\n - Library: [`Google.Cloud.Diagnostics.AspNet`](https://googleapis.dev/dotnet/Google.Cloud.Diagnostics.AspNet/latest/index.html)\n - NuGet package: [`Google.Cloud.Diagnostics.AspNet`](https://www.nuget.org/packages/Google.Cloud.Diagnostics.AspNet/)\n - GitHub: [`Google.Cloud.Diagnostics.AspNet version 4.0.0`](https://github.com/googleapis/google-cloud-dotnet/releases/tag/Google.Cloud.Diagnostics.AspNet-4.0.0)\n- ASP.NET Core:\n\n - Libraries: [`Google.Cloud.Diagnostics.AspNetCore3`](/dotnet/docs/reference/Google.Cloud.Diagnostics.AspNetCore3/latest) and [`Google.Cloud.Diagnostics.AspNetCore`](/dotnet/docs/reference/Google.Cloud.Diagnostics.AspNetCore/latest)\n - NuGet packages: [`Google.Cloud.Diagnostics.AspNetCore3`](https://www.nuget.org/packages/Google.Cloud.Diagnostics.AspNetCore3/) and [`Google.Cloud.Diagnostics.AspNetCore`](https://www.nuget.org/packages/Google.Cloud.Diagnostics.AspNetCore/)\n - GitHub: [`googleapis/google-cloud-dotnet`](https://github.com/googleapis/google-cloud-dotnet)"]]
