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agent-rl-observability

轻量级可观测性 SDK,基于 OpenTelemetry,为 Agent-RL 平台提供分布式追踪能力。

安装

pip install agent-rl-observability
# 启用自动埋点(httpx 等第三方库)
pip install agent-rl-observability[auto]
# 启用完整功能(含 FastAPI 可视化端点)
pip install agent-rl-observability[full]

快速开始

from observability import setup_otel, trace, trace_span

setup_otel()

@trace("my.service.action")
def my_function():
    with trace_span("sub.operation"):
        pass

功能

模块 说明
core OTel 初始化、装饰器、TraceContext 传播、配置
auto_instrumentation httpx / requests / aiohttp / aiomysql / redis / aiokafka 自动埋点
middleware FastAPI / Starlette ASGI 中间件
api Trace 查看、瀑布图可视化、耗时分析端点
collector_protocol 与 Collector 服务的数据契约

配置

通过环境变量配置:

变量 默认值 说明
OTEL_SERVICE_NAME "unknown" 服务名
OTEL_EXPORTER_OTLP_ENDPOINT "http://localhost:4318" OTLP 导出地址
OBS_DISABLED "false" 禁用可观测性

架构

业务服务 ──OTLP──▶ Collector 服务 ──▶ OceanBase / 告警
    ↑
@trace / trace_span / AutoTraceMiddleware

Metadata

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