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可观测性埋点库

排名更新于 2026年7月3日

For an observability library for application instrumentation, the strongest matches are open-telemetry/opentelemetry-python (This is the official OpenTelemetry SDK for Python, providing), open-telemetry/opentelemetry-java (The OpenTelemetry Java SDK is the official language-specific implementation) and open-telemetry/opentelemetry-php (This is the official OpenTelemetry SDK for PHP, offering). open-telemetry/opentelemetry-go-contrib and alibaba/opentelemetry-go-auto-instrumentation round out the shortlist. Each is ranked by relevance to your query, popularity and recent activity.

寻找最佳的可观测性埋点库。通过活跃度和功能对比顶尖工具,找到最适合你技术栈的方案。

可观测性埋点库

用 AI 发现最棒的仓库。我们将通过 AI 为您搜索最匹配的仓库。
  • open-telemetry/opentelemetry-pythonO

    open-telemetry/opentelemetry-python

    2,503在 GitHub 上查看↗

    See the OpenTelemetry Instrumentation for Python.

    This is the official OpenTelemetry SDK for Python, providing a complete, standardized interface for instrumenting code with metrics, traces, and logs, and supporting automatic instrumentation and exporter backends, exactly matching the visitor's need for an observability instrumentation library.

    PythonObservability and Monitoring
    在 GitHub 上查看↗2,503
  • open-telemetry/opentelemetry-javaopen-telemetry 的头像

    open-telemetry/opentelemetry-java

    2,358在 GitHub 上查看↗

    The OpenTelemetry Java SDK is the official language-specific implementation of the OpenTelemetry standard, providing a comprehensive and standardized interface for instrumenting Java applications to collect traces, metrics, and logs, with built-in exporter support and automatic instrumentation capabilities.

    JavaMonitoring
    在 GitHub 上查看↗2,358
  • open-telemetry/opentelemetry-phpopen-telemetry 的头像

    open-telemetry/opentelemetry-php

    896在 GitHub 上查看↗

    OpenTelemetry PHP is a standard-compliant observability framework designed to instrument applications for the collection and export of telemetry data. It provides a comprehensive suite of tools for capturing traces, metrics, and logs, enabling developers to monitor operational behavior and system performance in real time. The project distinguishes itself through an interface-driven plugin architecture that allows for the modular configuration of exporters, processors, and samplers. To maintain performance in production environments, it supports the use of native binary extensions for data ser

    This is the official OpenTelemetry SDK for PHP, offering a standardized interface for instrumenting code with metrics, traces, and logs, along with exporter support and automatic instrumentation where available — exactly the observability instrumentation library you’re looking for.

    PHPPHP Instrumentation ToolkitsApplication ObservabilityApplication Performance Monitoring
    在 GitHub 上查看↗896
  • open-telemetry/opentelemetry-go-contribopen-telemetry 的头像

    open-telemetry/opentelemetry-go-contrib

    1,634在 GitHub 上查看↗

    This project provides a collection of extensions for the OpenTelemetry Go software development kit, serving as a toolkit for automated instrumentation, context propagation, and telemetry pipeline management. It enables the capture of traces, metrics, and logs across distributed systems by providing unified interfaces that decouple data collection from specific backend storage or analysis platforms. The project distinguishes itself through its ability to inject telemetry collection into popular frameworks and libraries without requiring manual source code modifications. It maintains request co

    This repository is a collection of extensions for the OpenTelemetry Go SDK, which is the industry standard for standardized instrumentation interfaces, covering metrics, traces, and logs — exactly what the visitor needs for observability instrumentation.

    GoDistributed Trace Propagation
    在 GitHub 上查看↗1,634
  • alibaba/opentelemetry-go-auto-instrumentationalibaba 的头像

    alibaba/opentelemetry-go-auto-instrumentation

    869在 GitHub 上查看↗

    OpenTelemetry Compile-Time Instrumentation for Golang

    This is an OpenTelemetry-based automatic instrumentation library for Go, providing compile-time instrumentation for metrics, traces, and logs, and covering all key features of an observability instrumentation SDK for the Go ecosystem.

    GoDevelopment ToolsDistributed Systems
    在 GitHub 上查看↗869
  • tokio-rs/tracingtokio-rs 的头像

    tokio-rs/tracing

    6,750在 GitHub 上查看↗

    This project is a structured tracing framework for Rust that serves as an async-aware instrumentation library and telemetry data collector. It provides a structured logging facade and the tools necessary to record, filter, and route event-based diagnostic data from both standard applications and embedded systems. The framework distinguishes itself through a core implementation that supports bare-metal and no-standard-library environments without requiring a dynamic memory allocator. It specifically handles the complexities of asynchronous workflows by propagating diagnostic contexts across fu

    tokio-rs/tracing is a Rust-native structured tracing framework that provides spans, events, automatic instrumentation macros, and log correlation, making it a genuine observability instrumentation library, though it does not include built-in OpenTelemetry integration or metric collection.

    RustAsynchronous Tracing
    在 GitHub 上查看↗6,750
  • census-instrumentation/opencensus-gocensus-instrumentation 的头像

    census-instrumentation/opencensus-go

    2,042在 GitHub 上查看↗

    OpenCensus-go is an observability instrumentation library designed to capture and export telemetry data from distributed systems. It functions as a framework for application performance monitoring and distributed request tracing, allowing developers to track system health, latency, and the progression of requests across service boundaries. The project distinguishes itself through a modular architecture that decouples data collection from storage. By utilizing a pluggable exporter interface, it enables the transmission of metrics and trace data to a variety of external monitoring and analysis

    OpenCensus-Go is a stats and distributed tracing framework for Go, making it a valid observability instrumentation library, but it lacks built-in OpenTelemetry integration and log correlation, so it only partially meets the required feature set.

    GoApplication Performance MonitoringDistributed Request TracingApplication Performance Monitoring
    在 GitHub 上查看↗2,042

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