From 9d1eba6041efed1de534fc70c96c672711b5e780 Mon Sep 17 00:00:00 2001 From: Michael Perel Date: Wed, 12 May 2021 15:03:37 -0400 Subject: [PATCH] OSS --- .devcontainer/Dockerfile | 1 + .devcontainer/devcontainer.json | 73 ++++++++++ README.md | 70 ++++++++++ docker-compose.yaml | 44 ++++++ docker-lock.json | 58 ++++++++ docs/jaeger-span.png | Bin 0 -> 166858 bytes docs/jaeger.png | Bin 0 -> 399423 bytes otel-agent-config.yaml | 25 ++++ otel-collector-config.yaml | 25 ++++ src/Dockerfile | 14 ++ src/cmd/client/client.go | 106 +++++++++++++++ src/cmd/server/server.go | 58 ++++++++ src/go.mod | 15 +++ src/go.sum | 148 +++++++++++++++++++++ src/pkg/tracer_provider/tracer_provider.go | 65 +++++++++ 15 files changed, 702 insertions(+) create mode 100644 .devcontainer/Dockerfile create mode 100644 .devcontainer/devcontainer.json create mode 100644 README.md create mode 100644 docker-compose.yaml create mode 100644 docker-lock.json create mode 100644 docs/jaeger-span.png create mode 100644 docs/jaeger.png create mode 100644 otel-agent-config.yaml create mode 100644 otel-collector-config.yaml create mode 100644 src/Dockerfile create mode 100644 src/cmd/client/client.go create mode 100644 src/cmd/server/server.go create mode 100644 src/go.mod create mode 100644 src/go.sum create mode 100644 src/pkg/tracer_provider/tracer_provider.go diff --git a/.devcontainer/Dockerfile b/.devcontainer/Dockerfile new file mode 100644 index 0000000..5050893 --- /dev/null +++ b/.devcontainer/Dockerfile @@ -0,0 +1 @@ +FROM mperel/dev-container \ No newline at end of file diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json new file mode 100644 index 0000000..5aba40e --- /dev/null +++ b/.devcontainer/devcontainer.json @@ -0,0 +1,73 @@ +// For format details, see https://aka.ms/vscode-remote/devcontainer.json or the definition README at +// https://github.com/microsoft/vscode-dev-containers/tree/master/containers/docker-existing-dockerfile +{ + "name": "Dev Dockerfile", + "dockerFile": "Dockerfile", + // The optional 'runArgs' property can be used to specify additional runtime arguments. + "runArgs": [ + // Enable go debugger + "--cap-add=SYS_PTRACE", + "--security-opt", + "seccomp=unconfined", + // map host docker daemon into container for sibling containers + "-v", + "/var/run/docker.sock:/var/run/docker.sock", + "--network", + "host" + ], + "settings": { + // General settings + "files.eol": "\n", + "terminal.integrated.shell.linux": "/bin/bash", + // Go settings + "go.lintTool": "golangci-lint", + "go.lintFlags": [ + "--fast" + ], + "vim.insertModeKeyBindings": [ + { + "before": [ + "j", + "j" + ], + "after": [ + "" + ] + } + ], + // Go recommended settings with modules: https://github.com/golang/tools/blob/master/gopls/doc/vscode.md#vscode + "go.useLanguageServer": true, + "[go]": { + "editor.formatOnSave": true, + "editor.codeActionsOnSave": { + "source.organizeImports": true, + }, + // Optional: Disable snippets, as they conflict with completion ranking. + "editor.snippetSuggestions": "none", + }, + "[go.mod]": { + "editor.formatOnSave": true, + "editor.codeActionsOnSave": { + "source.organizeImports": true, + }, + }, + "gopls": { + // Add parameter placeholders when completing a function. + "usePlaceholders": true, + // Allow multiple modules + "experimentalWorkspaceModule": true, + }, + // Python settings + "python.pythonPath": "/usr/bin/python", + "python.formatting.blackPath": "/usr/local/bin/black", + "python.formatting.provider": "black", + "[python]": { + "editor.formatOnSave": true, + } + }, + "extensions": [ + "golang.go", + "ms-python.python", + "vscodevim.vim", + ] +} \ No newline at end of file diff --git a/README.md b/README.md new file mode 100644 index 0000000..4565c07 --- /dev/null +++ b/README.md @@ -0,0 +1,70 @@ +# What is this? +This is a demo of Open Telemetry's distributed tracing capabilities. +In `docker-compose.yml` there are variety of services: +* `server` - a service that implements an http server +* `client` - a service that sends a few requests to the server +* `jaeger` - an open source telemetry backend +* `zipkin` - an open source telemetry backend +* `otel-agent` - a service that receives traces from `server` and `client` +* `otel-collector` - a service that receives traces forwarded from `otel-agent` + and exports them to `jaeger` and `zipkin` + +# Why is this interesting? +By using Open Telemetry with the agent and collector, backends are swappable +and all services handle tracing in the same way, regardless of language. + +Specifically, applications send traces to the agent, which forwards them to the +collector, and the collector defines backends via exporters in yaml. + +Here we use 2 exporters, `jaeger` and `zipkin`, but there are many possible +exporters including +[Azure Monitor](https://github.com/open-telemetry/opentelemetry-collector-contrib/tree/main/exporter/azuremonitorexporter). + +# How to use? +`docker-compose up --build` brings up all services. +The `client` sends a few requests to `server`. The distributed traces appear in +`jaeger` and `zipkin`. + +`jaeger` can be accessed at `http://localhost:16686`. + +`zipkin` can be accessed at `http://localhost:9411`. + +`docker-compose down` cleans up all resources. + +If you would like to manually make requests to the server after the client ends, +navigate to `http://localhost:8080/hello`. + +After requests have been made, if you choose the `client` service in `jaeger`, +you should see something similar to: + +![Overview](./docs/jaeger.png) + +Note that you can see all traces that started from the client. If you click on +a trace, you can see the distributed spans that make up the trace: + +![Spans](./docs/jaeger-span.png) + +# How to navigate the code? +Start by reading the comments in `src/cmd/client/client.go`. +They describe how to create a trace that propagates to the server over +an http request. + +Next, read the comments in `src/cmd/server/server.go`. They describe +how the propagated trace is used in subsequent spans. + +Finally, read the comments in `src/pkg/tracer_provider/tracer_provider.go`. They +describe boilerplate code that sets up a tracer provider for each application. + +# Development +A dev container has been provided. To use: +* Ensure the `Remote - Containers` extension is installed in VSCode +* Open the project in the container +* Install the Go extension libraries with `Go: Install/Update tools` from + the command palette + +# Citations +The collector code is adapted from +[this official otel example](https://github.com/open-telemetry/opentelemetry-collector/tree/main/examples/demo). + +The client / server code is adapted from +[this official otel example](https://github.com/open-telemetry/opentelemetry-go-contrib/tree/main/instrumentation/net/http/otelhttp/example). diff --git a/docker-compose.yaml b/docker-compose.yaml new file mode 100644 index 0000000..ecd7516 --- /dev/null +++ b/docker-compose.yaml @@ -0,0 +1,44 @@ +version: "3" +services: + jaeger: + image: jaegertracing/all-in-one@sha256:710ddea40c84ce01acdb9fdb4c0a76ac11990e425a666968a3ae360dabc4e15f + ports: + - "16686:16686" + zipkin: + image: openzipkin/zipkin@sha256:1ae0572be3d26fd9ab3fd2da5e8feaa0ca0078dbc31e2ddfb881b1a56bc332b1 + ports: + - "9411:9411" + otel-collector: + image: otel/opentelemetry-collector@sha256:6f1c53a611091402f0403b628554621591effc7cf88e94be1f9141be007d11c7 + command: ["--config=/etc/otel-collector-config.yaml"] + volumes: + - ./otel-collector-config.yaml:/etc/otel-collector-config.yaml + depends_on: + - jaeger + - zipkin + otel-agent: + image: otel/opentelemetry-collector@sha256:6f1c53a611091402f0403b628554621591effc7cf88e94be1f9141be007d11c7 + command: ["--config=/etc/otel-agent-config.yaml"] + volumes: + - ./otel-agent-config.yaml:/etc/otel-agent-config.yaml + depends_on: + - otel-collector + client: + command: ["/app/client"] + build: + context: ./src + args: + CMD: client + depends_on: + - otel-agent + - server + server: + command: ["/app/server"] + build: + context: ./src + args: + CMD: server + ports: + - "8080:8080" + depends_on: + - otel-agent diff --git a/docker-lock.json b/docker-lock.json new file mode 100644 index 0000000..42e6f84 --- /dev/null +++ b/docker-lock.json @@ -0,0 +1,58 @@ +{ + "composefiles": { + "docker-compose.yaml": [ + { + "name": "golang", + "tag": "latest", + "digest": "04b95d37ab61bd05b6f163383dbd54da4553be2b427b8980a72f778be4edec6b", + "dockerfile": "src/Dockerfile", + "service": "client" + }, + { + "name": "scratch", + "tag": "", + "digest": "", + "dockerfile": "src/Dockerfile", + "service": "client" + }, + { + "name": "jaegertracing/all-in-one", + "tag": "latest", + "digest": "710ddea40c84ce01acdb9fdb4c0a76ac11990e425a666968a3ae360dabc4e15f", + "service": "jaeger" + }, + { + "name": "otel/opentelemetry-collector", + "tag": "latest", + "digest": "6f1c53a611091402f0403b628554621591effc7cf88e94be1f9141be007d11c7", + "service": "otel-agent" + }, + { + "name": "otel/opentelemetry-collector", + "tag": "latest", + "digest": "6f1c53a611091402f0403b628554621591effc7cf88e94be1f9141be007d11c7", + "service": "otel-collector" + }, + { + "name": "golang", + "tag": "latest", + "digest": "04b95d37ab61bd05b6f163383dbd54da4553be2b427b8980a72f778be4edec6b", + "dockerfile": "src/Dockerfile", + "service": "server" + }, + { + "name": "scratch", + "tag": "", + "digest": "", + "dockerfile": "src/Dockerfile", + "service": "server" + }, + { + "name": "openzipkin/zipkin", + "tag": "latest", + "digest": "1ae0572be3d26fd9ab3fd2da5e8feaa0ca0078dbc31e2ddfb881b1a56bc332b1", + "service": "zipkin" + } + ] + } +} \ No newline at end of file diff --git a/docs/jaeger-span.png b/docs/jaeger-span.png new file mode 100644 index 0000000000000000000000000000000000000000..e27418619e7c6744ca69e649ffb7b2ef9424f5a5 GIT binary patch literal 166858 zcmbrl1z1$=x<5=RDP4l((B0i3-Q6A1&CsAU(xo&=2$IsNFmyLaH%NEGw{Y)s&i?AW z|99`Xu9>xF&3a%UTLYdqT?{PdK>?|SqG zs>a(()rPnPRiy2UND4Ye$Lq|LVe(p7qQ{*d_}Zt}F0}kYLN7!JcAl7y9APBpj9gV+ z9$fF+Bg;i-wqXOKLwM9kx3|R?;Go)Kn3Hj!MAUyXQsYS{dvQU$+3-mrrAa(`A)YkO zg-9g3^)j+6BEIlYsC2Q^11|#oNq*~u+}rhvKcQ4bNsy*M<#3{`iL`}N2Wk`CRo>r6 z$m+kUdQ+1shO!PV^l91I^68_nYg~5E05PPbL+zSD;s}GI2_A-5e-AE$1?1+M~T>d_^%85-}sOvfv8Ks-e2I!5K9_)BtPR-)b%ia0At9u!b6BpJ0vdj1qz^;6mf*J zC>g_*RJ$VZHjnexG)`6qL{L@&m4Cn>&9eQJh=YYNW?p0-XTJjx9S5SA!;(3v+P<*- zav3YV!ij+$But74bFCqvU!!hr58R-`}tP);0GxLSA^`;=M-Z1!W#K z$b-cVquB8BytDg#j+IjJX7ReFX2=EX)iT@lp+oUOFOzwazy~7vx;tm8#h^pp-n?%Y zR~IT>pLw+%hgW)IA9d~kj)EZR35Dzn`2}oKR z@79MKV}`zTw(_xVm{g9qMjM;!HmLL#F{t|7W}x+i(x{D*H*7 z7knFRMW@p0%<)?Y>qEN?-I%V(GDQ$;nk39$(+*Q7#i*E-9_EyE$#&#@fBs_tK3slRe(&=55cTU4~q zTgq+AAG7AFG1lcP3#|K~slYGeBfXc)zBBB`WFV3)S@C6NtYX~AHoo>-?X2#4ZDdV< z&84lu^zTV3+j(o(8t^anTKZZvo8|GtX_K9X-;mvnJ%;JIudasMAxtteQrz-dIs8VR zQHL^%)F{y=eJd>2(ctK^=!s|#!Mv<8VlC#k73z-lhEay8ZRKrY{*jN^53&#WxAyYU zHk})6XK8Yu?$WqFWrwDrn4n?2(&6~x(K|&(f)e@~jt~J=7UdFuf#uq~mkot|kW=45 z+wuAb0=EmxYYUD!>-S?e`NO&1;tye`VJRq!+~?)2@Ai!|j0J|gqE0B+9kA3A5wO1Y z=_V#pWfsa$7*7yQXcYFy^AF-%23eYZ*RbpvGORw=vC||j&2W#LvT(2?wkc;>wp%h? 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In Jaeger, this shows up as a tag. +var tr = otel.Tracer("cmd/client") + +func makeRequest() error { + ctx, span := tr.Start( + context.Background(), + "make request", + trace.WithSpanKind(trace.SpanKindClient), + ) + defer span.End() + + // Auto instrument the http client. + client := http.Client{ + Transport: otelhttp.NewTransport(http.DefaultTransport), + } + + // Optionally, add arbitrary values to the context as "baggage" + ctx = baggage.ContextWithValues(ctx, attribute.String("username", "donuts")) + + // Creating a request with the trace context will allow information about + // the trace to propagate to the server (implementation detail: + // via request headers). + req, err := http.NewRequestWithContext( + ctx, + "GET", + "http://server:8080/hello", + nil, + ) + if err != nil { + span.RecordError(err) + return err + } + + // Simulate work before the client is done, so you can view + // different time lengths in the span in telemetry backends. + time.Sleep(1 * time.Second) + + res, err := client.Do(req) + if err != nil { + span.RecordError(err) + return err + } + defer res.Body.Close() + + body, err := io.ReadAll(res.Body) + if err != nil { + span.RecordError(err) + return err + } + + span.AddEvent(string(body)) + + return nil +} + +func main() { + addr := "otel-agent:4317" + + // Initializing the trace provider with the service name makes + // all traces easy to find by service. + shutdown := tracer_provider.Initialize(addr, "client") + defer shutdown() + + // Wait for the server to start (obviously, in a real project, use retry + // logic rather than sleeping) + _, span := tr.Start(context.Background(), "wait for server") + time.Sleep(10 * time.Second) + + // Adding an event is the same as logging a message in the span. + span.AddEvent("slept for 10 seconds, to wait for server to come up") + span.End() + + for i := 0; i < 5; i++ { + if err := makeRequest(); err != nil { + panic(err) + } + } + + // Record an error, just to see what it looks like in the backend + _, errSpan := tr.Start(context.Background(), "example error") + defer errSpan.End() + + errSpan.RecordError(errors.New("example error")) + + // Setting the status fails the entire span. In Jaeger, this causes the + // span to appear red. + errSpan.SetStatus(codes.Error, "fail entire span") +} diff --git a/src/cmd/server/server.go b/src/cmd/server/server.go new file mode 100644 index 0000000..ee6a926 --- /dev/null +++ b/src/cmd/server/server.go @@ -0,0 +1,58 @@ +package main + +import ( + "fmt" + "net/http" + "time" + + "github.com/michaelperel/otel-demo/pkg/tracer_provider" + "go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp" + "go.opentelemetry.io/otel" + "go.opentelemetry.io/otel/attribute" + "go.opentelemetry.io/otel/baggage" + "go.opentelemetry.io/otel/trace" +) + +var tr = otel.Tracer("cmd/server") + +func helloHandler(w http.ResponseWriter, r *http.Request) { + // Simulate work to make viewing the span easier in the telemetry backend. + time.Sleep(1 * time.Second) + + // Trace context propagated from the client request in r.Context(). + ctx := r.Context() + _, span := tr.Start( + ctx, + "handle request", + trace.WithSpanKind(trace.SpanKindClient), + ) + defer span.End() + + // Baggage from client propagates as well + uk := attribute.Key("username") + username := baggage.Value(ctx, uk) + span.AddEvent("reading username baggage...", trace.WithAttributes(uk.String(username.AsString()))) + + // Add the response as an attribute to the span. This can show up + // differently in different backends, but in Jaeger attributes show up + // as tags. + response := "hello, world" + span.SetAttributes(attribute.String("body", response)) + + fmt.Fprint(w, response) +} + +func main() { + addr := "otel-agent:4317" + + shutdown := tracer_provider.Initialize(addr, "server") + defer shutdown() + + otelHandler := otelhttp.NewHandler(http.HandlerFunc(helloHandler), "/hello") + http.Handle("/hello", otelHandler) + + err := http.ListenAndServe(":8080", nil) + if err != nil { + panic(err) + } +} diff --git a/src/go.mod b/src/go.mod new file mode 100644 index 0000000..11e189c --- /dev/null +++ b/src/go.mod @@ -0,0 +1,15 @@ +module github.com/michaelperel/otel-demo + +go 1.16 + +require ( + github.com/davecgh/go-spew v1.1.1 // indirect + go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.20.0 + go.opentelemetry.io/otel v0.20.0 + go.opentelemetry.io/otel/exporters/otlp v0.20.0 + go.opentelemetry.io/otel/sdk v0.20.0 + go.opentelemetry.io/otel/trace v0.20.0 + golang.org/x/sys v0.0.0-20201015000850-e3ed0017c211 // indirect + google.golang.org/genproto v0.0.0-20200527145253-8367513e4ece // indirect + google.golang.org/grpc v1.37.0 +) diff --git a/src/go.sum b/src/go.sum new file mode 100644 index 0000000..669f92c --- /dev/null +++ b/src/go.sum @@ -0,0 +1,148 @@ +cloud.google.com/go v0.26.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw= +cloud.google.com/go v0.34.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw= +github.com/BurntSushi/toml v0.3.1/go.mod h1:xHWCNGjB5oqiDr8zfno3MHue2Ht5sIBksp03qcyfWMU= +github.com/antihax/optional v1.0.0/go.mod h1:uupD/76wgC+ih3iEmQUL+0Ugr19nfwCT1kdvxnR2qWY= +github.com/benbjohnson/clock v1.0.3 h1:vkLuvpK4fmtSCuo60+yC63p7y0BmQ8gm5ZXGuBCJyXg= +github.com/benbjohnson/clock v1.0.3/go.mod h1:bGMdMPoPVvcYyt1gHDf4J2KE153Yf9BuiUKYMaxlTDM= +github.com/census-instrumentation/opencensus-proto v0.2.1/go.mod h1:f6KPmirojxKA12rnyqOA5BBL4O983OfeGPqjHWSTneU= +github.com/client9/misspell v0.3.4/go.mod h1:qj6jICC3Q7zFZvVWo7KLAzC3yx5G7kyvSDkc90ppPyw= +github.com/cncf/udpa/go v0.0.0-20191209042840-269d4d468f6f/go.mod h1:M8M6+tZqaGXZJjfX53e64911xZQV5JYwmTeXPW+k8Sc= +github.com/cncf/udpa/go v0.0.0-20201120205902-5459f2c99403/go.mod h1:WmhPx2Nbnhtbo57+VJT5O0JRkEi1Wbu0z5j0R8u5Hbk= +github.com/davecgh/go-spew v1.1.0/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38= +github.com/davecgh/go-spew v1.1.1 h1:vj9j/u1bqnvCEfJOwUhtlOARqs3+rkHYY13jYWTU97c= +github.com/davecgh/go-spew v1.1.1/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38= +github.com/envoyproxy/go-control-plane v0.9.0/go.mod h1:YTl/9mNaCwkRvm6d1a2C3ymFceY/DCBVvsKhRF0iEA4= +github.com/envoyproxy/go-control-plane v0.9.1-0.20191026205805-5f8ba28d4473/go.mod h1:YTl/9mNaCwkRvm6d1a2C3ymFceY/DCBVvsKhRF0iEA4= +github.com/envoyproxy/go-control-plane v0.9.4/go.mod 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h1:9q0QmTI4eRPtz6boOQmLYwt+qCgq0jsYwAQnmE0givc= +gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0= +gopkg.in/yaml.v2 v2.2.2/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI= +gopkg.in/yaml.v2 v2.2.3/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI= +gopkg.in/yaml.v3 v3.0.0-20200313102051-9f266ea9e77c h1:dUUwHk2QECo/6vqA44rthZ8ie2QXMNeKRTHCNY2nXvo= +gopkg.in/yaml.v3 v3.0.0-20200313102051-9f266ea9e77c/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM= +honnef.co/go/tools v0.0.0-20190102054323-c2f93a96b099/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4= +honnef.co/go/tools v0.0.0-20190523083050-ea95bdfd59fc/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4= diff --git a/src/pkg/tracer_provider/tracer_provider.go b/src/pkg/tracer_provider/tracer_provider.go new file mode 100644 index 0000000..bfabc8d --- /dev/null +++ b/src/pkg/tracer_provider/tracer_provider.go @@ -0,0 +1,65 @@ +package tracer_provider + +import ( + "context" + "log" + + "go.opentelemetry.io/otel" + "go.opentelemetry.io/otel/exporters/otlp" + "go.opentelemetry.io/otel/exporters/otlp/otlpgrpc" + "go.opentelemetry.io/otel/propagation" + "go.opentelemetry.io/otel/sdk/resource" + sdktrace "go.opentelemetry.io/otel/sdk/trace" + "go.opentelemetry.io/otel/semconv" + "google.golang.org/grpc" +) + +func Initialize(addr, serviceName string) func() { + ctx := context.Background() + + // Export all traces to otel agent + exp, err := otlp.NewExporter(ctx, otlpgrpc.NewDriver( + otlpgrpc.WithInsecure(), + otlpgrpc.WithEndpoint(addr), + otlpgrpc.WithDialOption(grpc.WithBlock()), + )) + handleErr(err, "failed to create exporter") + + // Every trace should be searchable by service name in backends. + res, err := resource.New(ctx, + resource.WithAttributes( + semconv.ServiceNameKey.String(serviceName), + ), + ) + handleErr(err, "failed to create resource") + + // Process spans in batches, for performance + bsp := sdktrace.NewBatchSpanProcessor(exp) + tracerProvider := sdktrace.NewTracerProvider( + sdktrace.WithSampler(sdktrace.AlwaysSample()), + sdktrace.WithResource(res), + sdktrace.WithSpanProcessor(bsp), + ) + + // Set the global tracer provider + otel.SetTracerProvider(tracerProvider) + + // Ensure that the trace context and baggage propagate in requests + otel.SetTextMapPropagator( + propagation.NewCompositeTextMapPropagator( + propagation.TraceContext{}, + propagation.Baggage{}, + ), + ) + + return func() { + handleErr(tracerProvider.Shutdown(ctx), "failed to shutdown provider") + handleErr(exp.Shutdown(ctx), "failed to stop exporter") + } +} + +func handleErr(err error, message string) { + if err != nil { + log.Fatalf("%s: %v", message, err) + } +}