dd-trace vs jaeger-client vs opentracing vs prom-client vs tracer vs zipkin
监控与追踪库
dd-tracejaeger-clientopentracingprom-clienttracerzipkin类似的npm包:

监控与追踪库

这些库用于在分布式系统中实现监控和追踪功能,帮助开发者分析应用程序的性能,识别瓶颈,并优化系统的整体表现。它们可以收集和报告应用程序的运行时数据,以便进行深入的性能分析和故障排查。

npm下载趋势

3 年

GitHub Stars 排名

统计详情

npm包名称
下载量
Stars
大小
Issues
发布时间
License
dd-trace08347.43 MB2213 天前(Apache-2.0 OR BSD-3-Clause)
jaeger-client0548-05 年前Apache-2.0
opentracing01,083195 kB35-Apache-2.0
prom-client03,482126 kB562 年前Apache-2.0
tracer01,15137 kB83 年前MIT
zipkin0568-756 年前Apache-2.0

功能对比: dd-trace vs jaeger-client vs opentracing vs prom-client vs tracer vs zipkin

集成能力

  • dd-trace:

    dd-trace 提供与 Datadog 的深度集成,支持多种语言和框架,能够轻松收集和发送追踪数据到 Datadog 平台。

  • jaeger-client:

    jaeger-client 允许与 Jaeger 生态系统的无缝集成,支持多种后端存储选项,适合复杂的微服务架构。

  • opentracing:

    opentracing 提供标准化的 API,允许用户在不同的追踪实现之间切换,增强了灵活性。

  • prom-client:

    prom-client 设计用于与 Prometheus 监控系统集成,能够轻松地收集和暴露指标数据。

  • tracer:

    tracer 提供灵活的后端支持,用户可以根据需求选择不同的存储解决方案,适合多种使用场景。

  • zipkin:

    zipkin 提供强大的可视化工具,能够帮助用户分析和监控分布式系统中的请求流。

性能监控

  • dd-trace:

    dd-trace 提供实时性能监控,能够捕获延迟和错误信息,帮助开发者快速定位性能瓶颈。

  • jaeger-client:

    jaeger-client 通过分布式追踪,能够精确分析请求的延迟,帮助识别系统中的性能问题。

  • opentracing:

    opentracing 提供灵活的追踪能力,能够帮助开发者监控和分析应用程序的性能。

  • prom-client:

    prom-client 允许用户定义自定义指标,能够实时监控应用程序的性能和健康状况。

  • tracer:

    tracer 提供轻量级的追踪功能,能够高效地收集和报告性能数据,适合高负载环境。

  • zipkin:

    zipkin 提供详细的追踪信息,能够帮助开发者深入分析请求的执行路径和性能。

易用性

  • dd-trace:

    dd-trace 提供简单的 API 和开箱即用的配置,适合快速集成和使用。

  • jaeger-client:

    jaeger-client 的文档详细,提供多种语言的示例,易于上手。

  • opentracing:

    opentracing 提供统一的接口,降低了不同追踪实现之间的学习成本。

  • prom-client:

    prom-client 的 API 简单明了,易于使用,适合快速集成到现有项目中。

  • tracer:

    tracer 提供简单的配置选项,易于集成,适合各种项目需求。

  • zipkin:

    zipkin 提供友好的用户界面,易于使用,能够快速上手进行追踪分析。

社区支持

  • dd-trace:

    dd-trace 拥有活跃的社区和丰富的文档支持,能够快速解决用户问题。

  • jaeger-client:

    jaeger-client 是开源项目,拥有广泛的社区支持,能够获得及时的更新和反馈。

  • opentracing:

    opentracing 拥有强大的社区支持,许多库和工具都遵循该标准,促进了生态系统的繁荣。

  • prom-client:

    prom-client 是 Prometheus 生态系统的一部分,享有广泛的社区支持和文档。

  • tracer:

    tracer 拥有活跃的开发者社区,能够提供及时的支持和更新。

  • zipkin:

    zipkin 拥有成熟的社区和丰富的文档,能够帮助用户快速解决问题。

扩展性

  • dd-trace:

    dd-trace 提供多种扩展点,允许用户根据需求自定义追踪逻辑。

  • jaeger-client:

    jaeger-client 支持多种后端存储,用户可以根据需求选择合适的存储方案。

  • opentracing:

    opentracing 的标准化接口允许用户在不同的追踪实现之间灵活切换,增强了扩展性。

  • prom-client:

    prom-client 允许用户自定义指标,能够根据需求扩展监控能力。

  • tracer:

    tracer 提供灵活的配置选项,适合多种使用场景和需求。

  • zipkin:

    zipkin 提供丰富的插件和扩展,能够根据需求进行功能扩展。

如何选择: dd-trace vs jaeger-client vs opentracing vs prom-client vs tracer vs zipkin

  • dd-trace:

    选择 dd-trace 如果你需要一个开箱即用的解决方案,支持多种语言和框架,且希望集成到 Datadog 的监控平台中。

  • jaeger-client:

    选择 jaeger-client 如果你需要一个开源的分布式追踪解决方案,且希望与 Jaeger 生态系统无缝集成,适合进行复杂的微服务追踪。

  • opentracing:

    选择 opentracing 如果你希望使用一个标准化的 API 来实现追踪,且希望在不同的追踪实现之间保持灵活性。

  • prom-client:

    选择 prom-client 如果你需要一个简单的解决方案来收集和暴露 Prometheus 监控数据,适合与 Prometheus 生态系统集成。

  • tracer:

    选择 tracer 如果你需要一个轻量级的追踪库,且希望能够灵活地选择后端存储和追踪实现。

  • zipkin:

    选择 zipkin 如果你需要一个成熟的分布式追踪系统,且希望能够通过 Zipkin 提供的可视化工具进行分析和监控。

dd-trace的README

dd-trace: Node.js APM Tracer Library

npm v6 codecov

Bits the dog  JavaScript

dd-trace is an npm package that you can install in your Node.js application to capture APM (Application Performance Monitoring) data. In Datadog terminology this library is called a Tracer. This data is then sent off to a process which collects and aggregates the data, called an Agent. Finally the data is sent off to the Datadog servers where it's stored and made available for querying in a myriad of ways, such as displaying in a dashboard or triggering alerts.

Tracer, Agent, Datadog relationship diagram

Documentation

Most of the documentation for dd-trace is available on these webpages:

Version Release Lines and Maintenance

Release LineLatest VersionNode.jsSSIK8s InjectionStatusInitial ReleaseEnd of Life
v1npm v1>= v12NONOEOL2021-07-132022-02-25
v2npm v2>= v12NONOEOL2022-01-282023-08-15
v3npm v3>= v14NOYESEOL2022-08-152024-05-15
v4npm v4>= v16YESYESEOL2023-05-122025-01-11
v5npm v5>= v18YESYESMaintenance2024-01-112027-07-02
v6npm v6>= v22YESYESCurrent2026-07-02Unknown
  • EOL = End-of-life
  • SSI = Single-Step Install

We currently maintain two release lines: v6 (current) and v5 (maintenance).

For any new projects it is recommended to use the v6 release line:

$ npm install dd-trace
$ yarn add dd-trace

Existing projects on v5 may continue to use it during its maintenance window by pinning the major version:

$ npm install dd-trace@5
$ yarn add dd-trace@5

Older EOL release lines are no longer maintained, but can still be pinned if needed:

$ npm install dd-trace@4 # or whatever version you need
$ yarn add dd-trace@4 # or whatever version you need

Any backwards-breaking functionality that is introduced into the library will result in an increase of the major version of the library and therefore a new release line. Such releases are kept to a minimum to reduce the pain of upgrading the library.

When a new release line is introduced the previous release line then enters maintenance mode where it will receive updates for the next year. Once that year is up the release line enters End of Life and will not receive new updates. The library also follows the Node.js LTS lifecycle wherein new release lines drop compatibility with Node.js versions that reach end-of-life (with the maintenance release line still receiving updates for a year).

For more information about library versioning and compatibility, see the Node.js Compatibility Requirements page.

Changes associated with each individual release are documented on the GitHub Releases screen.

Development and Contribution

Please read the CONTRIBUTING.md document before contributing to this open source project.

ECMAScript Modules (ESM) Support

ESM support requires an additional command line argument when starting the Node.js process. For more information, see the section on ESM support in the Node.js tracer documentation.

Serverless / Lambda

Note that there is a separate Lambda project, datadog-lambda-js, that is responsible for enabling metrics and distributed tracing when your application runs on Lambda. That project does depend on the dd-trace package but also adds a lot of Lambda-related niceties. If you find any issues specific to Lambda integrations then the issues may get solved quicker if they're added to that repository. That said, even if your application runs on Lambda, any core instrumentation issues not related to Lambda itself may be better served by opening an issue in this repository. Regardless of where you open the issue, someone at Datadog will try to help.

Bundling

If you would like to trace your bundled application then please read this page on bundling and dd-trace. It includes information on how to use our ESBuild plugin and includes caveats for other bundlers.

Security Vulnerabilities

Please refer to the SECURITY.md document if you have found a security issue.

Datadog With OpenTelemetery

Please refer to the Node.js Custom Instrumentation using OpenTelemetry API document. It includes information on how to use the OpenTelemetry API with dd-trace-js.