From 20f52142354ffbc5628283b5f39c31a922338d99 Mon Sep 17 00:00:00 2001 From: Emmanuel T Odeke Date: Fri, 19 Oct 2018 18:22:36 -0700 Subject: [PATCH] quickstarts: add C++ tracing Added a full quickstart tutorial for C++ tracing with the Zipkin exporter. Updates #287 Updates #343 --- content/quickstart/cpp/_index.md | 16 + content/quickstart/cpp/tracing.md | 494 ++++++++++++++++++ static/images/cpp-opencensus.png | Bin 0 -> 57746 bytes static/images/cpp-trace-all.png | Bin 0 -> 368876 bytes static/images/cpp-trace-single-child-span.png | Bin 0 -> 106073 bytes static/images/cpp-trace-single-root-span.png | Bin 0 -> 103684 bytes static/images/cpp-trace-single.png | Bin 0 -> 153817 bytes 7 files changed, 510 insertions(+) create mode 100644 content/quickstart/cpp/_index.md create mode 100644 content/quickstart/cpp/tracing.md create mode 100644 static/images/cpp-opencensus.png create mode 100644 static/images/cpp-trace-all.png create mode 100644 static/images/cpp-trace-single-child-span.png create mode 100644 static/images/cpp-trace-single-root-span.png create mode 100644 static/images/cpp-trace-single.png diff --git a/content/quickstart/cpp/_index.md b/content/quickstart/cpp/_index.md new file mode 100644 index 00000000..506b37ab --- /dev/null +++ b/content/quickstart/cpp/_index.md @@ -0,0 +1,16 @@ +--- +title: "C++" +date: 2018-10-19T16:48:54-07:00 +draft: false +class: "resized-logo" +logo: /images/cpp-opencensus.png +--- + +In this quickstart, using OpenCensus C++, you will gain hands-on experience with: +{{% children %}} + +For full API references, please take a look at: + +Resource|Link +---|--- +Github repository|https://github.com/census-instrumentation/opencensus-cpp diff --git a/content/quickstart/cpp/tracing.md b/content/quickstart/cpp/tracing.md new file mode 100644 index 00000000..05957554 --- /dev/null +++ b/content/quickstart/cpp/tracing.md @@ -0,0 +1,494 @@ +--- +title: "Tracing" +date: 2018-10-19T17:31:12-07:00 +draft: false +class: "shadowed-image lightbox" +--- + +- [Requirements](#requirements) +- [Brief Overview](#brief-overview) +- [Getting started](#getting-started) +- [Enable tracing](#enable-tracing) + - [Build system](#build-system) + - [WORKSPACE file](#enable-tracing-workspace-file) + - [BUILD file](#enable-tracing-build-file) + - [Instrumenting your code](#instrumenting-your-code) +- [Enable exporting](#enable-exporting) + - [BUILD file](#exporting-build-file) + - [WORKSPACE file](#exporting-workspace-file) + - [Zipkin exporter](#zipkin-exporter) +- [End to end code](#end-to-end-code) +- [Viewing your traces on Zipkin](#viewing-your-traces-on-zipkin) + - [All traces](#all-traces) + - [Single trace](#single-trace) + - [Root span](#root-span) + - [Child span](#child-span) + +In this quickstart, we’ll learn how to: + +1. Add tracing to our application +2. Enabling an exporter to our C++ application + +## Requirements +- g++ +- Zipkin +- Bazel + +## Brief overview +By the end of this tutorial, we would have done these two things using OpenCensus: + +1. Learn how to add traces to our applications +2. Learn how to extract traces and export them to a backend of our choice + +## Getting started +Our application is an interactive commandline application that: +a) accepts input from the terminal +b) capitalizes the input +c) prints out the capitalized data back to standard output + +To get started, we'll create a file `tracing.cc` +```cpp +#include + +std::string capitalize(std::string in) { + std::string out(in); + + for (auto it = out.begin(); it != out.end(); it++) + *it = std::toupper(*it); + + return out; +} + +int main(int argc, char **argv) { + while (1) { + std::cout << "\n> "; + std::string input; + std::getline(std::cin, input); + std::string upper = capitalize(input); + std::cout << "< " << upper << std::endl; + } +} +``` + +and to run it, we'll run it, we'll use this command +```shell +g++ -std=c++11 main.cc -o main.o && ./main.o +``` + +which will print out such as as + +```shell + +> bigger than nino +< BIGGER THAN NINO + +> this is the quickstart +< THIS IS THE QUICKSTART + +> introductions +< INTRODUCTIONS + +> +``` + +With the application running, we might want to know: +a) How do the parts of the program coordinate? +b) How long do the various parts take? + +To answer the above questions, please read along: + +## Enable tracing + +### Build system +To enable tracing, we'll need to use the OpenCensus C++ library. The library requires the Bazel build system + +{{% notice tip %}} +For assistance setting up Bazel Build, please [click here](https://docs.bazel.build/versions/master/install.html) +{{% /notice %}} + +Please install bazel first. After that, please proceed below. + +To add tracing with OpenCensus, firstly we'll need to use Bazel build to setup a couple of imports for: +* [Abseil C++](https://abseil.io/) +* [OpenCensus C++](https://github.com/census-instrumentation/opencensus-cpp) + +After installing bazel, we'll need to make two files in the same working directory as the `tracing.cc` +that is: +a) WORKSPACE +b) BUILD + + +#### WORKSPACE +Please update your `WORKSPACE` file to: +```shell +http_archive( + name = "io_opencensus_cpp", + strip_prefix = "opencensus-cpp-master", + urls = ["https://github.com/census-instrumentation/opencensus-cpp/archive/master.zip"], +) + +# OpenCensus depends on Abseil so we have to explicitly to pull it in. +# This is how diamond dependencies are prevented. +http_archive( + name = "com_google_absl", + strip_prefix = "abseil-cpp-master", + urls = ["https://github.com/abseil/abseil-cpp/archive/master.zip"] +) +``` + +`http_archive` tells bazel to configure an "external repository" by downloading an archive via http, unpacking it, and removing the top-level directory as per "strip_prefix" + +#### BUILD +Please update your `BUILD` file to: +```shell +cc_binary( + name = "tracing", + srcs = ["tracing.cc"], + linkopts = ["-pthread"], + deps = [ + "@com_google_absl//absl/time", + "@io_opencensus_cpp//opencensus/trace:trace", + ], +) +``` + +* "deps" is a list of libraries that our binary depends on. Alongside linking these libraries, bazel will also +make their headers available to the compiler. +* "@io_opencensus_cpp" refers to an external subrepository +* "//opencensus/trace" is a directory path within that subdirectory +* ":trace" is the name of a "cc_library" target in that directory + +From the compiler's point of view, all of the sources and dependencies' headers are merged into a single hierarchy i.e. +```shell +tracing.cc +absl/ +opencensus/trace/span.h +``` + +### Instrumenting your code + +To add traces, we'll start and stop spans using the `opencensus::trace::Span::StartSpan` function +and at the end invoke `opencensus::trace::Span.End` on each span + +```cpp +auto span = opencensus::trace::Span::StartSpan("name", &parentSpan, {&sampler}); +// Do work +// ... +// Finally explicitly end the span. +span.End(); +``` + +which then fully becomes +```cpp +#include +#include "opencensus/trace/sampler.h" +#include "opencensus/trace/span.h" + +std::string processLine(opencensus::trace::Span &parentSpan, std::string in) { + opencensus::trace::Span span = \ + opencensus::trace::Span::StartSpan("processLine", &parentSpan); + + std::string out(in); + + for (auto it = out.begin(); it != out.end(); it++) + *it = std::toupper(*it); + + span.End(); + return out; +} + +int main(int argc, char **argv) { + // Samplers are potentially expensive to construct. Use one long-lived + // sampler instead of constructing one for every Span. + static opencensus::trace::AlwaysSampler sampler; + + while (1) { + opencensus::trace::Span replSpan = \ + opencensus::trace::Span::StartSpan("repl", nullptr, {&sampler}); + + std::cout << "\n> "; + std::string input; + + opencensus::trace::Span readLineSpan = \ + opencensus::trace::Span::StartSpan("readLine", &replSpan); + + std::getline(std::cin, input); + readLineSpan.End(); + + // Let's annotate the span + replSpan.AddAnnotation("Invoking processLine"); + std::string upper = processLine(replSpan, input); + + std::cout << "< " << upper << std::endl; + // Ending the replSpan explicitly. + replSpan.End(); + } +} +``` + +Now we'll build it like this: +```shell +bazel build :tracing +``` + +which will place the binary in `bazel-bin/tracing` +and then run it like this +```shell +./bazel-bin/tracing +``` + +which will produece such output: +```shell +./bazel-bin/tracing + +> foo +< FOO + +> whip +< WHIP + +> foreign +< FOREIGN + +> introductions +< INTRODUCTIONS + +> tracing +< TRACING + +> up-to-date +< UP-TO-DATE +``` + +## Enable exporting +After successfully instrumenting our code, we now need to extract and visually examine those traces. + +For that we'll use Zipkin tracing +{{% notice tip %}} +For assistance setting up Zipkin, [Click here](/codelabs/zipkin) for a guided codelab. +{{% /notice %}} + +For that we'll update both our files `BUILD` and `WORKSPACE`: + + +### Updated BUILD file +`BUILD` + +```shell +cc_binary( + name = "tracing", + srcs = ["tracing.cc"], + linkopts = ["-pthread"], + deps = [ + "@io_opencensus_cpp//opencensus/trace:trace", + "@com_google_absl//absl/base:core_headers", + "@com_google_absl//absl/memory", + "@com_google_absl//absl/strings", + ], +) +``` + +### Updated WORKSPACE file + +`WORKSPACE` + +```shell +http_archive( + name = "io_opencensus_cpp", + strip_prefix = "opencensus-cpp-master", + urls = ["https://github.com/census-instrumentation/opencensus-cpp/archive/master.zip"], +) + +# OpenCensus depends on Abseil so we have to explicitly to pull it in. +# This is how diamond dependencies are prevented. +http_archive( + name = "com_google_absl", + strip_prefix = "abseil-cpp-master", + urls = ["https://github.com/abseil/abseil-cpp/archive/master.zip"] +) + +# Curl library used by the Zipkin exporter +new_http_archive( + name = "com_github_curl", + build_file_content = + """ +load("@io_opencensus_cpp//opencensus:curl.bzl", "CURL_COPTS") +package(features = ['no_copts_tokenization']) +config_setting( + name = "windows", + values = {"cpu": "x64_windows"}, + visibility = [ "//visibility:private" ], +) +config_setting( + name = "osx", + values = {"cpu": "darwin"}, + visibility = [ "//visibility:private" ], +) +cc_library( + name = "curl", + srcs = glob([ + "lib/**/*.c", + ]), + hdrs = glob([ + "include/curl/*.h", + "lib/**/*.h", + ]), + includes = ["include/", "lib/"], + copts = CURL_COPTS + [ + "-DOS=\\"os\\"", + "-DCURL_EXTERN_SYMBOL=__attribute__((__visibility__(\\"default\\")))", + ], + visibility = ["//visibility:public"], +) +""", + strip_prefix = "curl-master", + urls = ["https://github.com/curl/curl/archive/master.zip"], +) + +# Rapidjson library - used by the Zipkin exporter. +new_http_archive( + name = "com_github_rapidjson", + build_file_content = + """ +cc_library( + name = "rapidjson", + srcs = [], + hdrs = glob([ + "include/rapidjson/*.h", + "include/rapidjson/internal/*.h", + "include/rapidjson/error/*.h", + ]), + includes = ["include/"], + defines = ["RAPIDJSON_HAS_STDSTRING=1",], + visibility = ["//visibility:public"], +) +""", + strip_prefix = "rapidjson-master", + urls = ["https://github.com/Tencent/rapidjson/archive/master.zip"], +) +``` + +### Zipkin exporter + +To use the Zipkin exporter, we'll just need these lines +```cpp +#include "opencensus/exporters/trace/zipkin/zipkin_exporter.h" + +int main(int argc, char **argv) { + // Initialize and enable the Zipkin trace exporter. + std::string endpointURL = "http://localhost:9411/api/v2/spans"; + absl::string_view endpoint = endpointURL; + opencensus::exporters::trace::ZipkinExporterOptions opts(endpoint); + opencensus::exporters::trace::ZipkinExporter::Register(opts); +``` + +## End to end code + +With the above adjustments our sample alongside the updated `BUILD` and `WORKSPACE` files, our `tracing.cc` code will now become: + +```cpp +#include +#include "opencensus/trace/sampler.h" +#include "opencensus/trace/span.h" +#include "opencensus/exporters/trace/zipkin/zipkin_exporter.h" + +std::string processLine(opencensus::trace::Span &parentSpan, std::string in) { + opencensus::trace::Span span = \ + opencensus::trace::Span::StartSpan("processLine", &parentSpan); + + std::string out(in); + + for (auto it = out.begin(); it != out.end(); it++) + *it = std::toupper(*it); + + // Just add a custom annotation to examine later on. + span.AddAnnotation(out); + + span.End(); + return out; +} + +int main(int argc, char **argv) { + // Samplers are potentially expensive to construct. Use one long-lived + // sampler instead of constructing one for every Span. + static opencensus::trace::AlwaysSampler sampler; + + // Initialize and enable the Zipkin trace exporter. + std::string endpointURL = "http://localhost:9411/api/v2/spans"; + absl::string_view endpoint = endpointURL; + opencensus::exporters::trace::ZipkinExporterOptions opts(endpoint); + opencensus::exporters::trace::ZipkinExporter::Register(opts); + + while (1) { + opencensus::trace::Span replSpan = \ + opencensus::trace::Span::StartSpan("repl", nullptr, {&sampler}); + + std::cout << "\n> "; + std::string input; + + opencensus::trace::Span readLineSpan = \ + opencensus::trace::Span::StartSpan("readLine", &replSpan); + + std::getline(std::cin, input); + readLineSpan.End(); + + // Let's annotate the span + replSpan.AddAnnotation("Invoking processLine"); + std::string upper = processLine(replSpan, input); + + std::cout << "< " << upper << std::endl; + // Ending the replSpan explicitly. + replSpan.End(); + } +} +``` + +and when rebuilt and run +```shell +bazel build :tracing && ./bazel-bin/tracing +``` + +## Viewing your traces on Zipkin + +After interactng with our application +```shell +$ bazel build :tracing && ./bazel-bin/tracing +INFO: Analysed target //:tracing (0 packages loaded). +INFO: Found 1 target... +Target //:tracing up-to-date: + bazel-bin/tracing +INFO: Elapsed time: 0.668s, Critical Path: 0.56s +INFO: 2 processes, darwin-sandbox. +INFO: Build completed successfully, 3 total actions + +> this is the first +< THIS IS THE FIRST + +> what is what? +< WHAT IS WHAT? + +> C++ here we come +< C++ HERE WE COME + +> +``` + +And on navigating to the Zipkin UI at http://localhost:9411/zipkin + +### All traces +![](/images/cpp-trace-all.png) + +### Single trace +![](/images/cpp-trace-single.png) + +### Root span +![](/images/cpp-trace-single-root-span.png) + +### Child span +From the annotation in the function `processLine` +```cpp + span.AddAnnotation(out); +``` +given `C++ here we come` 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