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"),(0,a.yg)("h3",{id:"\u81ea\u5b9a\u4e49\u6307\u6807\u4e0a\u4f20"},"\u81ea\u5b9a\u4e49\u6307\u6807\u4e0a\u4f20"),(0,a.yg)("h4",{id:"\u5e94\u7528\u573a\u666f-1"},"\u5e94\u7528\u573a\u666f"),(0,a.yg)("p",null,"\u60a8\u53ef\u4ee5\u901a\u8fc7\u4f7f\u7528",(0,a.yg)("a",{parentName:"p",href:"https://opentelemetry.io/docs/languages/"},"OpenTelemetry SDK"),"\u4e0a\u4f20\u81ea\u5b9a\u4e49\u6307\u6807\u6570\u636e"),(0,a.yg)("h4",{id:"\u524d\u63d0\u6761\u4ef6"},"\u524d\u63d0\u6761\u4ef6"),(0,a.yg)("p",null,"\u5728\u63a7\u5236\u53f0\u83b7\u53d6\u9274\u6743Token\u548c\u63a5\u5165\u70b9\u4fe1\u606f\n\u67e5\u770b\u76d1\u63a7\u4ed3\u5e93\u7684\u4ee4\u724c\u4fe1\u606f\u548c\u63a5\u5165\u70b9endpoint"),(0,a.yg)("h4",{id:"\u76f4\u63a5\u4e0a\u62a5"},"\u76f4\u63a5\u4e0a\u62a5"),(0,a.yg)("h5",{id:"\u914d\u7f6e\u4e5f\u53ef\u4ee5\u5728sdk\u91cc\u9762\u6307\u5b9a"},"\u914d\u7f6e(\u4e5f\u53ef\u4ee5\u5728sdk\u91cc\u9762\u6307\u5b9a)"),(0,a.yg)("p",null,"\u63a5\u5165\u70b9\u8bbe\u7f6e "),(0,a.yg)("pre",null,(0,a.yg)("code",{parentName:"pre",className:"language-bash"},'export OTEL_EXPORTER_OTLP_METRICS_ENDPOINT="https://monitor-internal-ingestion.cn-sh-01.sensecore.cn/v1/telemetry-repos/${telemetry-repo-id}/metric/upload"\n')),(0,a.yg)("p",null,"token\u8bbe\u7f6e "),(0,a.yg)("pre",null,(0,a.yg)("code",{parentName:"pre",className:"language-bash"},'export  OTEL_EXPORTER_OTLP_METRICS_HEADERS="Authorization=Bearer ${token}"\n')),(0,a.yg)("h5",{id:"sdk\u4e0a\u4f20golang"},"SDK\u4e0a\u4f20\uff08golang\uff09"),(0,a.yg)("h6",{id:"\u5148\u51b3\u6761\u4ef6"},"\u5148\u51b3\u6761\u4ef6"),(0,a.yg)("p",null,"\u786e\u4fdd\u60a8\u5df2\u5728\u672c\u5730\u5b89\u88c5\u4e00\u4e0b\u8f6f\u4ef6: "),(0,a.yg)("p",null,"Go 1.22 \u6216\u66f4\u9ad8\u7248\u672c "),(0,a.yg)("h6",{id:"\u6dfb\u52a0\u4f9d\u8d56\u9879"},"\u6dfb\u52a0\u4f9d\u8d56\u9879"),(0,a.yg)("p",null,"\u5b89\u88c5\u4e00\u4e0b\u8f6f\u4ef6\u5305 "),(0,a.yg)("pre",null,(0,a.yg)("code",{parentName:"pre",className:"language-go"},"go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.48.0\ngo.opentelemetry.io/otel v1.26.0\ngo.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetrichttp v1.26.0\ngo.opentelemetry.io/otel/metric v1.26.0\ngo.opentelemetry.io/otel/sdk v1.26.0\ngo.opentelemetry.io/otel/sdk/metric v1.26.0\n")),(0,a.yg)("h6",{id:"\u521d\u59cb\u5316-opentelemetry-sdk"},"\u521d\u59cb\u5316 OpenTelemetry SDK"),(0,a.yg)("pre",null,(0,a.yg)("code",{parentName:"pre",className:"language-go"},'package main\n\nimport (\n    "context"\n    "errors"\n    "go.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetrichttp"\n    "log"\n    "sync"\n    "time"\n\n    "go.opentelemetry.io/otel"\n    "go.opentelemetry.io/otel/propagation"\n    "go.opentelemetry.io/otel/sdk/metric"\n    sdkmetric "go.opentelemetry.io/otel/sdk/metric"\n    sdkresource "go.opentelemetry.io/otel/sdk/resource"\n)\n\n// setupOTelSDK bootstraps the OpenTelemetry pipeline.\n// If it does not return an error, make sure to call shutdown for proper cleanup.\nfunc setupOTelSDK(ctx context.Context) (shutdown func(context.Context) error, err error) {\n    var shutdownFuncs []func(context.Context) error\n\n    // shutdown calls cleanup functions registered via shutdownFuncs.\n    // The errors from the calls are joined.\n    // Each registered cleanup will be invoked once.\n    shutdown = func(ctx context.Context) error {\n        var err error\n        for _, fn := range shutdownFuncs {\n            err = errors.Join(err, fn(ctx))\n        }\n        shutdownFuncs = nil\n        return err\n    }\n\n    // handleErr calls shutdown for cleanup and makes sure that all errors are returned.\n    handleErr := func(inErr error) {\n        err = errors.Join(inErr, shutdown(ctx))\n    }\n\n    // Set up propagator.\n    prop := newPropagator()\n    otel.SetTextMapPropagator(prop)\n\n    // Set up meter provider.\n    meterProvider, err := initMeterProvider()\n    if err != nil {\n        handleErr(err)\n        return\n    }\n    shutdownFuncs = append(shutdownFuncs, meterProvider.Shutdown)\n    otel.SetMeterProvider(meterProvider)\n\n    return\n}\n\nfunc newPropagator() propagation.TextMapPropagator {\n    return propagation.NewCompositeTextMapPropagator(\n        propagation.TraceContext{},\n        propagation.Baggage{},\n    )\n}\n\nfunc initMeterProvider() (*sdkmetric.MeterProvider, error) {\n    ctx := context.Background()\n\n    exporter, err := otlpmetrichttp.New(ctx)\n    if err != nil {\n        log.Fatalf("new otlp metric grpc exporter failed: %v", err)\n    }\n\n    mp := sdkmetric.NewMeterProvider(\n        sdkmetric.WithReader(sdkmetric.NewPeriodicReader(exporter, metric.WithInterval(3*time.Second))),\n        sdkmetric.WithResource(nil),\n    )\n\n    otel.SetMeterProvider(mp)\n    return mp, nil\n}\n')),(0,a.yg)("h6",{id:"\u68c0\u6d4b-http-\u670d\u52a1\u5668"},"\u68c0\u6d4b HTTP 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setupOTelSDK(ctx)\n    if err != nil {\n        return\n    }\n    // Handle shutdown properly so nothing leaks.\n    defer func() {\n        err = errors.Join(err, otelShutdown(context.Background()))\n    }()\n\n    // Start HTTP server.\n    srv := &http.Server{\n        Addr:         ":8080",\n        BaseContext:  func(_ net.Listener) context.Context { return ctx },\n        ReadTimeout:  time.Second,\n        WriteTimeout: 10 * time.Second,\n        Handler:      newHTTPHandler(),\n    }\n    srvErr := make(chan error, 1)\n    go func() {\n        srvErr <- srv.ListenAndServe()\n    }()\n\n    // Wait for interruption.\n    select {\n    case err = <-srvErr:\n        // Error when starting HTTP server.\n        return\n    case <-ctx.Done():\n        // Wait for first CTRL+C.\n        // Stop receiving signal notifications as soon as possible.\n        stop()\n    }\n\n    // When Shutdown is called, ListenAndServe immediately returns ErrServerClosed.\n    err = srv.Shutdown(context.Background())\n    return\n}\n\nfunc newHTTPHandler() http.Handler {\n    mux := http.NewServeMux()\n\n    // handleFunc is a replacement for mux.HandleFunc\n    // which enriches the handler\'s HTTP instrumentation with the pattern as the http.route.\n    handleFunc := func(pattern string, handlerFunc func(http.ResponseWriter, *http.Request)) {\n        // Configure the "http.route" for the HTTP instrumentation.\n        handler := otelhttp.WithRouteTag(pattern, http.HandlerFunc(handlerFunc))\n        mux.Handle(pattern, handler)\n    }\n\n    // Register handlers.\n    handleFunc("/hello", rolldice)\n\n    // Add HTTP instrumentation for the whole server.\n    handler := otelhttp.NewHandler(mux, "/")\n\n    return 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(\n    meter   = otel.Meter("test001")\n    rollCnt metric.Int64Counter\n)\n\nfunc init() {\n    var err error\n    rollCnt, err = meter.Int64Counter("test001.xx",\n        metric.WithDescription("The number of rolls by roll value"),\n        metric.WithUnit("{roll}"))\n    if err != nil {\n        panic(err)\n    }\n}\n\nfunc rolldice(w http.ResponseWriter, r *http.Request) {\n    roll := 1 + rand.Intn(6)\n\n    rollValueAttr := attribute.Int("roll.value", roll)\n    rollCnt.Add(context.Background(), 1, metric.WithAttributes(rollValueAttr))\n\n    resp := strconv.Itoa(roll) + "\\n"\n    if _, err := io.WriteString(w, resp); err != nil {\n        log.Printf("Write failed: %v\\n", err)\n    }\n}\n')),(0,a.yg)("h2",{id:"\u64cd\u4f5c\u6307\u5357"},"\u64cd\u4f5c\u6307\u5357"),(0,a.yg)("h3",{id:"\u544a\u8b66\u5217\u8868"},"\u544a\u8b66\u5217\u8868"),(0,a.yg)("h4",{id:"\u67e5\u770b\u544a\u8b66\u5386\u53f2\u6d88\u606f"},"\u67e5\u770b\u544a\u8b66\u5386\u53f2\u6d88\u606f"),(0,a.yg)("p",null,"\u5e94\u7528\u573a\u666f"),(0,a.yg)("p",null,"\u7528\u6237\u53ef\u4ee5\u67e5\u770b\u5386\u53f2\u89e6\u53d1\u544a\u8b66\u7684\u8d44\u6e90\u4fe1\u606f\u3001\u544a\u8b66\u89c4\u5219\u3001\u5f00\u59cb\u65f6\u95f4\u7b49\u4fe1\u606f\uff0c\u4fbf\u4e8e\u7528\u6237\u5728\u9700\u8981\u65f6\u56de\u6eaf\u548c\u67e5\u770b\u544a\u8b66\u8bb0\u5f55\u3002"),(0,a.yg)("p",null,"\u64cd\u4f5c\u6b65\u9aa4"),(0,a.yg)("ol",null,(0,a.yg)("li",{parentName:"ol"},"\u767b\u5f55\u4e91\u76d1\u63a7\u63a7\u5236\u53f0\u3002"),(0,a.yg)("li",{parentName:"ol"},"\u5728\u5de6\u4fa7\u5bfc\u822a\u680f\uff0c\u9009\u62e9\u544a\u8b66\u670d\u52a1 > 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\u544a\u8b66\u901a\u77e5\u3002"),(0,a.yg)("li",{parentName:"ol"},"\u5728\u544a\u8b66\u901a\u77e5\u9875\u9762\u53ef\u4ee5\u67e5\u770b\u6307\u5b9a\u544a\u8b66\u901a\u77e5\u7ec4\u7684\u8be6\u7ec6\u4fe1\u606f\u3002"),(0,a.yg)("li",{parentName:"ol"},"\u70b9\u51fb\u521b\u5efa\u901a\u77e5\u7ec4\uff0c\u586b\u5199\u544a\u8b66\u901a\u77e5\u7ec4\u540d\u79f0\u53ca\u5173\u8054\u7684\u5185\u90e8\u7528\u6237\u540d\u79f0\u6216\u673a\u5668\u4eba\u5730\u5740\uff0c\u5373\u53ef\u5b8c\u6210\u521b\u5efa\u3002")),(0,a.yg)("p",null,(0,a.yg)("img",{alt:"\u521b\u5efa\u544a\u8b66\u901a\u77e5\u7ec4",src:l(94462).A,width:"1461",height:"868"})),(0,a.yg)("h3",{id:"\u65e5\u5fd7\u670d\u52a1"},"\u65e5\u5fd7\u670d\u52a1"),(0,a.yg)("h4",{id:"\u65e5\u5fd7\u67e5\u8be2"},"\u65e5\u5fd7\u67e5\u8be2"),(0,a.yg)("p",null,"\u5e94\u7528\u573a\u666f"),(0,a.yg)("p",null,"\u60a8\u53ef\u4ee5\u5728\u65e5\u5fd7\u670d\u52a1\u67e5\u8be2\u4e1a\u52a1\u65e5\u5fd7\u6570\u636e\uff0c\u4fbf\u4e8e\u4e1a\u52a1\u53d1\u751f\u95ee\u9898\u65f6\u5b9a\u4f4d\u95ee\u9898\u6839\u6e90\u3002"),(0,a.yg)("p",null,"\u9488\u5bf9\u9ad8\u6027\u80fd\u7b97\u529b\u6c60ACP\u53ca\u4e91\u5bb9\u5668\u5b9e\u4f8bCCI\u4ea7\u54c1\u7684\u65e5\u5fd7\u67e5\u8be2\uff0c\u63d0\u4f9b\u4e00\u7ea7\u8d1f\u8f7d\uff08Job\uff09\u3001\u4e8c\u7ea7\u8d1f\u8f7d\uff08Worker\uff09\u3001\u4e09\u7ea7\u8d1f\u8f7d\uff08Container\uff09\u7684\u7b5b\u9009\u9879\u3002"),(0,a.yg)("p",null,"\u540c\u65f6\uff0c\u65e5\u5fd7\u544a\u8b66\u7b49\u7ea7\u7b5b\u9009\u65f6\uff0c\u53ef\u7b5b\u9009\u51fa\u8bad\u7ec3\u4efb\u52a1\u7684\u901a\u7528\u8bad\u7ec3\u6846\u67b6Pytorch\u3001Tensorflow\u7684\u6807\u51c6\u8bad\u7ec3\u65e5\u5fd7\u7b49\u7ea7\u4fe1\u606f\u3002\u5206\u4e3a\u4ee5\u4e0b\u516d\u7ea7\uff1a"),(0,a.yg)("ol",null,(0,a.yg)("li",{parentName:"ol"},"Trace\uff1a\u8ddf\u8e2a\u7ea7\u522b\u7684\u65e5\u5fd7\u7528\u4e8e\u8f93\u51fa\u6700\u8be6\u7ec6\u7684\u8c03\u8bd5\u4fe1\u606f\uff0c\u5305\u62ec\u4e00\u4e9b\u975e\u5e38\u7ec6\u5fae\u7684\u64cd\u4f5c\u548c\u72b6\u6001\u4fe1\u606f\u3002\u8fd9\u4e9b\u65e5\u5fd7\u901a\u5e38\u5728\u5f00\u53d1\u548c\u8c03\u8bd5\u8fc7\u7a0b\u4e2d\u4f7f\u7528\uff0c\u5bf9\u4e8e\u6b63\u5e38\u8fd0\u884c\u7684\u7cfb\u7edf\u6765\u8bf4\uff0c\u8fd9\u4e9b\u4fe1\u606f\u5e76\u4e0d\u662f\u5fc5\u9700\u7684\u3002"),(0,a.yg)("li",{parentName:"ol"},"DEBUG\uff1a\u7528\u4e8e\u8f93\u51fa\u8c03\u8bd5\u4fe1\u606f\u7684\u65e5\u5fd7\u7ea7\u522b\uff0c\u901a\u5e38\u7528\u4e8e\u5f00\u53d1\u548c\u8c03\u8bd5\u8fc7\u7a0b\u4e2d\u3002\xa0"),(0,a.yg)("li",{parentName:"ol"},"INFO\uff1a\u7528\u4e8e\u8f93\u51fa\u4e00\u822c\u4fe1\u606f\u7684\u65e5\u5fd7\u7ea7\u522b\uff0c\u63d0\u4f9b\u4e00\u4e9b\u8fd0\u884c\u65f6\u7684\u72b6\u6001\u548c\u63d0\u793a\u3002\xa0"),(0,a.yg)("li",{parentName:"ol"},"WARNING\uff1a\u7528\u4e8e\u8f93\u51fa\u8b66\u544a\u4fe1\u606f\u7684\u65e5\u5fd7\u7ea7\u522b\uff0c\u8868\u793a\u4e00\u4e9b\u53ef\u80fd\u7684\u95ee\u9898\u6216\u6f5c\u5728\u7684\u9519\u8bef\u3002\xa0"),(0,a.yg)("li",{parentName:"ol"},"ERROR\uff1a\u7528\u4e8e\u8f93\u51fa\u9519\u8bef\u4fe1\u606f\u7684\u65e5\u5fd7\u7ea7\u522b\uff0c\u8868\u793a\u4e00\u4e9b\u4e25\u91cd\u7684\u9519\u8bef\u6216\u5f02\u5e38\u60c5\u51b5\u3002\xa0"),(0,a.yg)("li",{parentName:"ol"},"FATAL\uff1a\u7528\u4e8e\u8f93\u51fa\u4e25\u91cd\u9519\u8bef\u4fe1\u606f\u7684\u65e5\u5fd7\u7ea7\u522b\uff0c\u8868\u793a\u4e00\u4e9b\u975e\u5e38\u4e25\u91cd\u7684\u9519\u8bef\u6216\u7d27\u6025\u60c5\u51b5\uff0c\u4f1a\u5bfc\u81f4\u7a0b\u5e8f\u4e2d\u65ad\u3002")),(0,a.yg)("p",null,"\u64cd\u4f5c\u6b65\u9aa4"),(0,a.yg)("ol",null,(0,a.yg)("li",{parentName:"ol"},"\u767b\u5f55\u4e91\u76d1\u63a7\u63a7\u5236\u53f0\u3002"),(0,a.yg)("li",{parentName:"ol"},"\u5728\u5de6\u4fa7\u5bfc\u822a\u680f\uff0c\u9009\u62e9\u65e5\u5fd7\u670d\u52a1 > 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