Commit 01103de2 authored by Andrew Newdigate's avatar Andrew Newdigate Committed by Evan Read

Add developer documentation for distributing tracing

This change adds developer documentation on using distributed tracing
using Jaeger.
parent 1a8addbe
# Distributed Tracing - development guidelines
GitLab is instrumented for distributed tracing.
According to [Open Tracing](
> Distributed tracing, also called distributed request tracing, is a method used to profile and
> monitor applications, especially those built using a microservices architecture. Distributed
> tracing helps to pinpoint where failures occur and what causes poor performance.
Distributed tracing is especially helpful in understanding the lifecycle of a request as it passes
through the different components of the GitLab application. At present, Workhorse, Rails, Sidekiq,
and Gitaly support tracing instrumentation.
Distributed tracing adds minimal overhead when disabled, but imposes only small overhead when
enabled and is therefore capable in any environment, including production. For this reason, it can
be useful in diagnosing production issues, particularly performance problems.
## Enabling distributed tracing
GitLab uses the `GITLAB_TRACING` environment variable to configure distributed tracing. The same
configuration is used for all components (e.g., Workhorse, Rails, etc).
When `GITLAB_TRACING` is not set, the application will not be instrumented, meaning that there is
no overhead at all.
To enable `GITLAB_TRACING`, a valid _"configuration-string"_ value should be set, with a URL-like
In this example, we have the following hypothetical values:
- `driver`: the driver. [GitLab supports
`jaeger`]( In future, other
tracing implementations may also be supported.
- `param_name`, `param_value`: these are driver specific configuration values. Configuration
parameters for Jaeger are documented [further on in this
document](#2-configure-the-gitlab_tracing-environment-variable) they should be URL encoded.
Multiple values should be separated by `&` characters like a URL.
## Using Jaeger in the GitLab Development Kit
The first tracing implementation that GitLab supports is Jaeger, and the [GitLab Development
Kit]( supports distributed tracing with
Jaeger out-of-the-box.
The easiest way to access tracing from a GDK environment is through the
[performance-bar](../administration/monitoring/performance/ This can be shown
by typing `p` `b` in the browser window.
![Jaeger Search UI](img/distributed_tracing_performance_bar.png)
Once the performance bar is enabled, click on the **Trace** link in the performance bar to go to
the Jaeger UI.
The Jaeger search UI will return a query for the `Correlation-ID` of the current request. Normally,
this search should return a single trace result. Clicking this result will show the detail of the
trace in a hierarchical time-line.
![Jaeger Search UI](img/distributed_tracing_jaeger_ui.png)
## Using Jaeger without the GitLab Developer Kit
Distributed Tracing can be enabled in non-GDK development environments as well as production or
staging environments, for troubleshooting. Please note that at this time, this functionality is
experimental, and not supported in production environments at present. In this first release, it is intended to be
used for debugging in development environments only.
Jaeger tracing can be enabled through a three-step process:
1. [Start Jaeger](#1-start-jaeger).
1. [Configure the `GITLAB_TRACING` environment variable](#2-configure-the-gitlab_tracing-environment-variable).
1. [Start the GitLab application](#3-start-the-gitlab-application).
1. [Go to the Jaeger Search UI in your browser](#4-open-the-jaeger-search-ui).
### 1. Start Jaeger
Jaeger has many configuration options, but is very easy to start in an "all-in-one" mode which uses
memory for trace storage (and is therefore non-persistent). The main advantage of "all-in-one" mode
being ease of use.
For more detailed configuration options, refer to the [Jaeger
#### Using Docker
If you have Docker available, the easier approach to running the Jaeger all-in-one is through
Docker, using the following command:
$ docker run \
--rm \
-p 5775:5775/udp \
-p 6831:6831/udp \
-p 6832:6832/udp \
-p 5778:5778 \
-p 16686:16686 \
-p 14268:14268 \
-p 9411:9411 \
#### Using the Jaeger process
Without Docker, the all-in-one process is still easy to setup.
1. Download the [latest Jaeger release]( for your
1. Extract the archive and run the `bin/all-in-one` process.
This should start the process with the default listening ports.
### 2. Configure the `GITLAB_TRACING` environment variable
Once you have Jaeger running, you'll need to configure the `GITLAB_TRACING` variable with the
appropriate configuration string.
**TL;DR:** If you are running everything on the same host, use the following value:
$ export GITLAB_TRACING="opentracing://jaeger?http_endpoint=http%3A%2F%2Flocalhost%3A14268%2Fapi%2Ftraces&sampler=const&sampler_param=1"
This configuration string uses the Jaeger driver `opentracing://jaeger` with the following options:
| Name | Value | Description |
| `http_endpoint` | `http://localhost:14268/api/traces` | Configures Jaeger to send trace information to the HTTP endpoint running on `http://localhost:14268/`. Alternatively, the `upd_endpoint` can be used. |
| `sampler` | `const` | Configures Jaeger to use the constant sampler (either on or off). |
| `sampler_param` | `1` | Configures the `const` sampler to sample _all_ traces. Using `0` would sample _no_ traces. |
**Other parameter values are also possible:**
| Name | Example | Description |
| `udp_endpoint` | `localhost:6831` | This is the default. Configures Jaeger to send trace information to the UDP listener on port `6831` using compact thrift protocol. Note that we've experienced some issues with the [Jaeger Client for Ruby]( when using this protocol. |
| `sampler` | `probabalistic` | Configures Jaeger to use a probabilistic random sampler. The rate of samples is configured by the `sampler_param` value. |
| `sampler_param` | `0.01` | Use a ratio of `0.01` to configure the `probabalistic` sampler to randomly sample _1%_ of traces. |
NOTE: **Note:**
The same `GITLAB_TRACING` value should to be configured in the environment
variables for all GitLab processes, including Workhorse, Gitaly, Rails, and Sidekiq.
### 3. Start the GitLab application
Once the `GITLAB_TRACING` environment variable is exported to all GitLab services, start the
When `GITLAB_TRACING` is configured properly, the application will log this on startup:
13:41:53 gitlab-workhorse.1 | 2019/02/12 13:41:53 Tracing enabled
13:41:54 gitaly.1 | 2019/02/12 13:41:54 Tracing enabled
If `GITLAB_TRACING` is not configured correctly, this will also be logged:
13:43:45 gitaly.1 | 2019/02/12 13:43:45 skipping tracing configuration step: tracer: unable to load driver mytracer
By default, GitLab ships with the Jaeger tracer, but other tracers can be included at compile time.
Details of how this can be done are included in the [LabKit tracing
If no log messages about tracing are emitted, the `GITLAB_TRACING` environment variable is likely
not set.
### 4. Open the Jaeger Search UI
By default, the Jaeger search UI is available at <http://localhost:16686/search>.
TIP: **Tip:**
Don't forget that you will need to generate traces by using the application before
they appear in the Jaeger UI.
......@@ -38,6 +38,7 @@ GitLab provides built-in tools to help improve performance and availability:
- [Profiling](
- [Sherlock](
- [Distributed Tracing](
- [GitLab Performance Monitoring](../administration/monitoring/performance/
- [Request Profiling](../administration/monitoring/performance/
- [QueryRecoder]( for preventing `N+1` regressions.
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