From 3d12272a0ba3d4d5cbdd5cd87bc296342571e631 Mon Sep 17 00:00:00 2001 From: Emmanuel T Odeke Date: Fri, 19 Oct 2018 21:43:30 -0700 Subject: [PATCH] quickstarts: add C++ metrics Added a full quickstart tutorial for C++ metrics with the Prometheus exporter and also updates the C++ tracing quickstart with some grammatical fixes and added references. Updates #287 Updates #343 --- content/quickstart/cpp/_index.md | 2 +- content/quickstart/cpp/metrics.md | 619 ++++++++++++++++++ content/quickstart/cpp/tracing.md | 40 +- layouts/shortcodes/quickstart-list.html | 17 + static/images/quickstart-cpp-metrics-all.png | Bin 0 -> 55604 bytes ...start-cpp-metrics-latency-distribution.png | Bin 0 -> 303379 bytes ...-cpp-metrics-line_lengths-distribution.png | Bin 0 -> 212894 bytes .../quickstart-cpp-metrics-lines-in.png | Bin 0 -> 93746 bytes 8 files changed, 665 insertions(+), 13 deletions(-) create mode 100644 content/quickstart/cpp/metrics.md create mode 100644 static/images/quickstart-cpp-metrics-all.png create mode 100644 static/images/quickstart-cpp-metrics-latency-distribution.png create mode 100644 static/images/quickstart-cpp-metrics-line_lengths-distribution.png create mode 100644 static/images/quickstart-cpp-metrics-lines-in.png diff --git a/content/quickstart/cpp/_index.md b/content/quickstart/cpp/_index.md index 506b37ab..06631aca 100644 --- a/content/quickstart/cpp/_index.md +++ b/content/quickstart/cpp/_index.md @@ -13,4 +13,4 @@ For full API references, please take a look at: Resource|Link ---|--- -Github repository|https://github.com/census-instrumentation/opencensus-cpp +OpenCensus C++|https://github.com/census-instrumentation/opencensus-cpp diff --git a/content/quickstart/cpp/metrics.md b/content/quickstart/cpp/metrics.md new file mode 100644 index 00000000..3dc06053 --- /dev/null +++ b/content/quickstart/cpp/metrics.md @@ -0,0 +1,619 @@ +--- +title: "Metrics" +date: 2018-10-19T19:48:54-07:00 +draft: false +class: "shadowed-image lightbox" +--- + +- [Requirements](#requirements) +- [Brief Overview](#brief-overview) +- [Getting started](#getting-started) +- [Enable metrics](#enable-metrics) + - [Import packages](#import-metrics-packages) + - [Create metrics](#create-metrics) + - [Create tags](#create-tags) + - [Inserting tags](#inserting-tags) + - [Recording metrics](#recording-metrics) +- [Enable views](#enable-views) + - [Import packages](#import-views-packages) + - [Create views](#create-views) + - [Register views](#register-views) +- [Exporting to Stackdriver](#exporting-to-stackdriver) + - [Import packages](#import-exporting-packages) + - [Export views](#export-views) +- [Examining your metrics on Prometheus](#examining-your-metrics-on-prometheus) + - [Available metrics](#available-metrics) + - [Lines in counts](#lines-in-counts) + - [Latency distributions](#latency-distributions) + - [Line lengths distributions](#line-lengths-distributions) +- [References](#references) + +In this quickstart, we’ll gleam insights from code segments and learn how to: + +1. Collect metrics using [OpenCensus Metrics](/core-concepts/metrics) and [Tags](/core-concepts/tags) +2. Register and enable an exporter for a [backend](/core-concepts/exporters/#supported-backends) of our choice +3. View the metrics on the backend of our choice + +## Requirements +- g++ +- [Bazel](https://bazel.build/) +- [Prometheus](https://prometheus.io) + +{{% notice tip %}} +For assistance setting up Bazel Build, please [click here](https://docs.bazel.build/versions/master/install.html) +{{% /notice %}} + +## Brief overview +By the end of this tutorial, we will do these four things to obtain metrics using OpenCensus: + +1. Create quantifiable metrics that we will record +2. Create [tags](/core-concepts/tags) that we will associate with our metrics +3. Organize our metrics, similar to writing a report, in to a `View` +4. Export our views to a backend (Prometheus in this case) + +## Getting started +Our application is an interactive commandline application that: + +- reads a line from standard input +- capitalizes the input +- prints out the capitalized data to standard output + +In order to gain observability into the state of our application we shall collect the following metrics + +- Latency per processing loop +- Number of lines read +- Number of errors +- Line lengths + +To get started, we'll create a file `metrics.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() { + while (1) { + std::cout << "\n> "; + std::string input; + std::getline(std::cin, input); + std::string res = capitalize(input); + std::cout << "< " << res << std::endl; + } +} +``` + +and to run it, we'll use this command + +```shell +g++ -std=c++11 metrics.cc -o metrics && ./metrics +``` + +which will produce output such as: + +```shell + +> bigger than this +< BIGGER THAN THIS + +> this is the quickstart +< THIS IS THE QUICKSTART + +> introductions +< INTRODUCTIONS + +> +``` + +To answer the above questions, please read along: + +## Enable metrics + +To enable tracing, we'll need to use the OpenCensus C++ library. + +The library requires the [Bazel build system](https://bazel.build/) + +### 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) +* [Prometheus C++ client](https://github.com/jupp0r/prometheus-cpp) + +After installing bazel, we'll need to make two files in the same working directory as the `tracing.cc` +that is: + +- WORKSPACE +- BUILD + +#### WORKSPACE +Please add the content below to a 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"] +) +``` + +`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 add the content below to a file `BUILD`: +```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 +``` + +### Measures + +We'll collect some metrics by using OpenCensus' measures: + +* Latency of every call +* Length of each line +* Number of lines + +For each of the measurement that we make against each measure, we'll tag them with the respective methods that processed them + +To enable that, we'll create the measures +```cpp +#include "absl/strings/string_view.h" +#include "opencensus/stats/stats.h" + +ABSL_CONST_INIT const absl::string_view kLatencyMeasureName = "repl/latency"; +ABSL_CONST_INIT const absl::string_view kLineLengthsMeasureName = "repl/line_lengths"; + +static const opencensus::stats::MeasureDouble m_latency_ms = \ + opencensus::stats::MeasureDouble::Register( + kLatencyMeasureName, "The latency in milliseconds", "ms"); + +static const opencensus::stats::MeasureInt64 m_line_lengths = \ + opencensus::stats::MeasureInt64::Register( + "repl/line_lengths", "The distributions of line lengths", "By"); + +static const opencensus::tags::TagKey key_method = \ + opencensus::tags::TagKey::Register("method"); +``` + +### Tags + +We'll create a tag "method" +```cpp +#include "opencensus/stats/stats.h" + +static const opencensus::tags::TagKey key_method = \ + opencensus::tags::TagKey::Register("method"); +``` + +### Views + +To aggregate recorded measurements with tags against measures, we'll need to make a couple of views: + +* Latency of every call: each call will be tagged with "method" and contains a distribution of the various latencies in milliseconds +* Length of each line: each call will be tagged with "method" and contains a distribution of the various line lengths in bytes +* Number of lines: just a count aggregation of the `m_line_lengths` measure + +and for that, the code will look like this: + +```cpp +#include "opencensus/stats/stats.h" + +void registerAsView(opencensus::stats::ViewDescriptor vd) { + opencensus::stats::View view(vd); + vd.RegisterForExport(); +} + +int main(int argc, char **argv) { + const opencensus::stats::ViewDescriptor latency_view = \ + opencensus::stats::ViewDescriptor() + .set_name(kLatencyViewName) + .set_description("The various methods' latencies in milliseconds") + .set_measure(kLatencyMeasureName) + .set_aggregation(opencensus::stats::Aggregation::Distribution( + opencensus::stats::BucketBoundaries::Explicit( + {0, 25, 50, 75, 100, 200, 400, 600, 800, 1000, 2000, 4000, 6000}))) + .add_column(key_method); + + // 2. Lines count: just a count aggregation on the latency measurement + const opencensus::stats::ViewDescriptor lines_count_view = \ + opencensus::stats::ViewDescriptor() + .set_name(kLinesCountViewName) + .set_description("The number of lines read in") + .set_measure(kLineLengthsMeasureName) + .set_aggregation(opencensus::stats::Aggregation::Count()) + .add_column(key_method); + + // 3. The line lengths: + const opencensus::stats::ViewDescriptor line_lengths_view = \ + opencensus::stats::ViewDescriptor() + .set_name(kLineLengthsViewName) + .set_description("The length of the lines read in") + .set_measure(kLineLengthsMeasureName) + .set_aggregation(opencensus::stats::Aggregation::Distribution( + opencensus::stats::BucketBoundaries::Explicit( + {0, 5, 10, 15, 20, 40, 60, 80, 100, 200, 400, 600, 800, 1000}))) + .add_column(key_method); + + // Register the views to enable stats aggregation. + registerAsView(latency_view); + registerAsView(lines_count_view); + registerAsView(line_lengths_view); +} +``` + +### Enabling the exporter + +To examine our metrics, we'll use Prometheus. + +{{% notice tip %}} +For assistance setting up Prometheus, [Click here](/codelabs/prometheus) for a guided codelab. +{{% /notice %}} + +To use the Prometheus exporter for OpenCensus C++, we'll need to update our `BUILD`, `WORKSPACE` and `metrics.cc` files +as below: + +#### BUILD +```shell +cc_binary( + name = "metrics", + srcs = ["metrics.cc"], + linkopts = ["-pthread"], + deps = [ + "@io_opencensus_cpp//opencensus/stats:stats", + "@io_opencensus_cpp//opencensus/exporters/stats/prometheus:prometheus_exporter", + "@com_google_absl//absl/base:core_headers", + "@com_google_absl//absl/memory", + "@com_google_absl//absl/strings", + "@com_github_jupp0r_prometheus_cpp//core", + "@com_github_jupp0r_prometheus_cpp//pull", + ], +) +``` + +#### 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"] +) + +# OpenCensus depends on jupp0r/prometheus-cpp +http_archive( + name = "com_github_jupp0r_prometheus_cpp", + strip_prefix = "prometheus-cpp-master", + urls = ["https://github.com/jupp0r/prometheus-cpp/archive/master.zip"], +) + +load("@com_github_jupp0r_prometheus_cpp//:repositories.bzl", "prometheus_cpp_repositories") +prometheus_cpp_repositories() +``` + +#### Prometheus exporter source code +```cpp +#include "opencensus/exporters/stats/prometheus/prometheus_exporter.h" +#include "prometheus/exposer.h" + +int main(int argc, char **argv) { + auto exporter = + std::make_shared(); + // Expose Prometheus on :8888 + prometheus::Exposer exposer("127.0.0.1:8888"); + exposer.RegisterCollectable(exporter); +} +``` + +#### Instrumenting source code + +To capture latencies, number of lines and line lengths, we'll need to run the following steps: + +a) On entry into any function, we'll start a timer +```cpp + absl::Time start = absl::Now(); +``` + +b) On completion of the capitalization, we end the timer and retrieve the latency in milliseconds +```cpp + absl::Time end = absl::Now(); + double latency_ms = absl::ToDoubleMilliseconds(end-start); +``` + +c) Record latencies against the respective measures and tagKey "method" +```cpp + opencensus::stats::Record({{m_latency_ms, latency_ms}}, {{key_method, methodName}}); + opencensus::stats::Record({{m_line_lengths, out.length()}}, {{key_method, methodName}}); +``` + +which collectively then makes our helper functions `getLine` and `processLine` look like this + +* `getLine` + +```cpp +std::string getLine() { + absl::Time start = absl::Now(); + + std::string input; + + // Get the line + std::getline(std::cin, input); + + absl::Time end = absl::Now(); + double latency_ms = absl::ToDoubleMilliseconds(end-start); + + opencensus::stats::Record({{m_latency_ms, latency_ms}}, {{key_method, "getLine"}}); + opencensus::stats::Record({{m_line_lengths, input.length()}}, {{key_method, "getLine"}}); + + return input; +} +``` + +* `processLine` + +```cpp +std::string processLine(std::string in) { + absl::Time start = absl::Now(); + std::string out(in); + + for (auto it = out.begin(); it != out.end(); it++) + *it = std::toupper(*it); + + absl::Time end = absl::Now(); + double latency_ms = absl::ToDoubleMilliseconds(end-start); + + opencensus::stats::Record({{m_latency_ms, latency_ms}}, {{key_method, "processLine"}}); + + return out; +} +``` + +### End to end code + +Our final code should now look like this +```cpp +#include +#include "absl/time/clock.h" +#include "absl/strings/string_view.h" +#include "opencensus/stats/stats.h" +#include "opencensus/exporters/stats/prometheus/prometheus_exporter.h" +#include "prometheus/exposer.h" + +ABSL_CONST_INIT const absl::string_view kLatencyMeasureName = "repl/latency"; +ABSL_CONST_INIT const absl::string_view kLatencyViewName = "ocquickstart.io/latency"; +ABSL_CONST_INIT const absl::string_view kLinesCountViewName = "ocquickstart.io/lines_in"; +ABSL_CONST_INIT const absl::string_view kLineLengthsMeasureName = "repl/line_lengths"; +ABSL_CONST_INIT const absl::string_view kLineLengthsViewName = "ocquickstart.io/line_lengths"; + +static const opencensus::stats::MeasureDouble m_latency_ms = \ + opencensus::stats::MeasureDouble::Register( + kLatencyMeasureName, "The latency in milliseconds", "ms"); + +static const opencensus::stats::MeasureInt64 m_line_lengths = \ + opencensus::stats::MeasureInt64::Register( + kLineLengthsMeasureName, "The distributions of line lengths", "By"); + +static const opencensus::tags::TagKey key_method = \ + opencensus::tags::TagKey::Register("method"); + +std::string processLine(std::string in) { + absl::Time start = absl::Now(); + std::string out(in); + + for (auto it = out.begin(); it != out.end(); it++) + *it = std::toupper(*it); + + absl::Time end = absl::Now(); + double latency_ms = absl::ToDoubleMilliseconds(end-start); + + opencensus::stats::Record({{m_latency_ms, latency_ms}}, {{key_method, "processLine"}}); + + return out; +} + +void registerAsView(opencensus::stats::ViewDescriptor vd) { + opencensus::stats::View view(vd); + vd.RegisterForExport(); +} + +std::string getLine() { + absl::Time start = absl::Now(); + + std::string input; + + // Get the line + std::getline(std::cin, input); + + absl::Time end = absl::Now(); + double latency_ms = absl::ToDoubleMilliseconds(end-start); + + opencensus::stats::Record({{m_latency_ms, latency_ms}}, {{key_method, "getLine"}}); + opencensus::stats::Record({{m_line_lengths, input.length()}}, {{key_method, "getLine"}}); + + return input; +} + +int main(int argc, char **argv) { + // Firstly enable the Prometheus exporter + auto exporter = + std::make_shared(); + // Expose Prometheus on :8888 + prometheus::Exposer exposer("127.0.0.1:8888"); + exposer.RegisterCollectable(exporter); + + // Let's create the various views + // 1. Latency view + const opencensus::stats::ViewDescriptor latency_view = \ + opencensus::stats::ViewDescriptor() + .set_name(kLatencyViewName) + .set_description("The various methods' latencies in milliseconds") + .set_measure(kLatencyMeasureName) + .set_aggregation(opencensus::stats::Aggregation::Distribution( + opencensus::stats::BucketBoundaries::Explicit( + {0, 25, 50, 75, 100, 200, 400, 600, 800, 1000, 2000, 4000, 6000}))) + .add_column(key_method); + + // 2. Lines count: just a count aggregation on the latency measurement + const opencensus::stats::ViewDescriptor lines_count_view = \ + opencensus::stats::ViewDescriptor() + .set_name(kLinesCountViewName) + .set_description("The number of lines read in") + .set_measure(kLineLengthsMeasureName) + .set_aggregation(opencensus::stats::Aggregation::Count()) + .add_column(key_method); + + // 3. The line lengths: + const opencensus::stats::ViewDescriptor line_lengths_view = \ + opencensus::stats::ViewDescriptor() + .set_name(kLineLengthsViewName) + .set_description("The length of the lines read in") + .set_measure(kLineLengthsMeasureName) + .set_aggregation(opencensus::stats::Aggregation::Distribution( + opencensus::stats::BucketBoundaries::Explicit( + {0, 5, 10, 15, 20, 40, 60, 80, 100, 200, 400, 600, 800, 1000}))) + .add_column(key_method); + + // Register the views to enable stats aggregation. + registerAsView(latency_view); + registerAsView(lines_count_view); + registerAsView(line_lengths_view); + + while (1) { + std::cout << "\n> "; + std::string input = getLine(); + std::string upper = processLine(input); + + std::cout << "< " << upper << std::endl; + } +} +``` + +which will expose a Prometheus scrape endpoint at `localhost:8888`. +Before we run it, we'll need to setup our Prometheus configuration file `config.yaml` +```yaml +scrape_configs: + - job_name: 'ocquickstartcpp' + + scrape_interval: 10s + + static_configs: + - targets: ['localhost:8888'] +``` + +Running Prometheus in a separate terminal but in the same working directory as `config.yaml` +```shell +prometheus --config.file=config.yaml +``` + +And finally building and running our code with bazel +```shell +bazel build :metrics && ./bazel-bin/metrics +``` + +and after interacting with the terminal by typing in content and hitting enter + +```shell +$ ./bazel-bin/metrics +*** 1540010354.263193000 1540010354263193000 140736248275840 mg_start:14260: [listening_ports] -> [127.0.0.1:8888] +*** 1540010354.263233000 40000 140736248275840 mg_start:14260: [num_threads] -> [2] +*** 1540010354.263405000 172000 123145448206336 consume_socket:13508: going idle +*** 1540010354.263431000 26000 123145448742912 consume_socket:13508: going idle + +> this is one +< THIS IS ONE + +*** 1540010356.902653000 2639222000 123145447669760 accept_new_connection:13770: Accepted socket 4 +*** 1540010356.902697000 44000 123145447669760 produce_socket:13558: queued socket 4 +*** 1540010356.902761000 64000 123145448206336 consume_socket:13521: grabbed socket 4, going busy +*** 1540010356.902807000 46000 123145448206336 worker_thread_run:13657: Start processing connection from 127.0.0.1 +*** 1540010356.902814000 7000 123145448206336 process_new_connection:13325: calling getreq (1 times for this connection) +*** 1540010356.902889000 75000 123145448206336 process_new_connection:13386: http: 1.1, error: none +*** 1540010356.902905000 16000 123145448206336 handle_request:10653: URL: /metrics +*** 1540010356.902968000 63000 123145448206336 open_auth_file:6082: fopen(/.htpasswd): No such file or directory +*** 1540010356.903336000 368000 123145448206336 process_new_connection:13392: handle_request done +*** 1540010356.903354000 18000 123145448206336 worker_thread_run:13702: Done processing connection from 127.0.0.1 (0.000000 sec) +*** 1540010356.903410000 56000 123145448206336 worker_thread_run:13706: Connection closed +*** 1540010356.903416000 6000 123145448206336 consume_socket:13508: going idle +> that is another +< THAT IS ANOTHER + +> true true +< TRUE TRUE + +> say what? +< SAY WHAT? +``` + +### Examining your metrics on Prometheus + +On navigating to the Prometheus UI at http://localhost:9090 + +#### Available metrics + +![](/images/quickstart-cpp-metrics-all.png) + +#### Lines in counts +![](/images/quickstart-cpp-metrics-lines-in.png) + +#### Latency distributions +![](/images/quickstart-cpp-metrics-latency-distribution.png) + +### Line lengths distributions + +![](/images/quickstart-cpp-metrics-line_lengths-distribution.png) + +## References + +Resource|URL +---|--- +OpenCensus C++|https://github.com/census-instrumentation/opencensus-cpp +Prometheus project|https://prometheus.io/ +Prometheus C++ exporter|[Github link](https://github.com/census-instrumentation/opencensus-cpp/tree/master/opencensus/exporters/stats/prometheus) +Setting up Prometheus|[Prometheus codelab](/codelabs/prometheus) +Bazel build system|https://bazel.build/ diff --git a/content/quickstart/cpp/tracing.md b/content/quickstart/cpp/tracing.md index 56da4a1f..66e105d9 100644 --- a/content/quickstart/cpp/tracing.md +++ b/content/quickstart/cpp/tracing.md @@ -23,6 +23,7 @@ class: "shadowed-image lightbox" - [Single trace](#single-trace) - [Root span](#root-span) - [Child span](#child-span) +- [References](#references) In this quickstart, we’ll learn how to: @@ -31,8 +32,8 @@ In this quickstart, we’ll learn how to: ## Requirements - g++ -- Zipkin -- Bazel +- [Zipkin](https://zipkin.io) +- [Bazel](https://bazel.build/) ## Brief overview By the end of this tutorial, we would have done these two things using OpenCensus: @@ -42,9 +43,10 @@ By the end of this tutorial, we would have done these two things using OpenCensu ## Getting started Our application is an interactive commandline application that: -a) accepts input from standard input -b) capitalizes the input -c) prints out the capitalized data to standard output + +- accepts input from standard input +- capitalizes the input +- prints out the capitalized data to standard output To get started, we'll create a file `tracing.cc` ```cpp @@ -70,17 +72,18 @@ int main(int argc, char **argv) { } ``` -and to run it, we'll run it, we'll use this command +and to run it, we'll use this command + ```shell -g++ -std=c++11 main.cc -o main.o && ./main.o +g++ -std=c++11 tracing.cc -o tracing && ./tracing ``` -which will print out such as as +which will produce output such as: ```shell -> bigger than nino -< BIGGER THAN NINO +> bigger than this +< BIGGER THAN THIS > this is the quickstart < THIS IS THE QUICKSTART @@ -92,6 +95,7 @@ which will print out such as as ``` 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? @@ -109,13 +113,15 @@ For assistance setting up Bazel Build, please [click here](https://docs.bazel.bu 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 +- BUILD #### WORKSPACE @@ -492,3 +498,13 @@ From the annotation in the function `processLine` given `C++ here we come` we can now see the recorded capitalized annotation `C++ HERE WE COME` ![](/images/cpp-trace-single-child-span.png) + +## References + +Resource|URL +---|--- +OpenCensus C++|https://github.com/census-instrumentation/opencensus-cpp +Zipkin project|https://zipkin.io/ +Zipkin C++ exporter|[Github link](https://github.com/census-instrumentation/opencensus-cpp/tree/master/opencensus/exporters/trace/zipkin) +Setting up Zipkin|[Zipkin codelab](/codelabs/zipkin) +Bazel build system|https://bazel.build/ diff --git a/layouts/shortcodes/quickstart-list.html b/layouts/shortcodes/quickstart-list.html index 24811a82..d1164b99 100644 --- a/layouts/shortcodes/quickstart-list.html +++ b/layouts/shortcodes/quickstart-list.html @@ -1,3 +1,20 @@ +
+ +
C++
+
+ +Metrics + + +Tracing + +
Go
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