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stage | group | info | type |
---|---|---|---|
Verify | Testing | To determine the technical writer assigned to the Stage/Group associated with this page, see https://about.gitlab.com/handbook/engineering/ux/technical-writing/#designated-technical-writers | reference, howto |
Code Quality
- Introduced in GitLab Starter 9.3.
- Made available in all tiers in 13.2.
Ensuring your project's code stays simple, readable and easy to contribute to can be problematic. With the help of GitLab CI/CD, you can analyze your source code quality using GitLab Code Quality.
Code Quality:
- Uses Code Climate Engines, which are free and open source. Code Quality does not require a Code Climate subscription.
- Runs in pipelines using a Docker image built in the GitLab Code Quality project using default Code Climate configurations.
- Can make use of a template.
- Is available with Auto DevOps.
- Can be extended through Analysis Plugins or a custom tool.
Code Quality Widget
- Introduced in GitLab Starter 9.3.
- Made available in all tiers in 13.2.
Going a step further, GitLab can show the Code Quality report right in the merge request widget area if a report from the target branch is available to compare to:
Watch a quick walkthrough of Code Quality in action:
NOTE: Note: For one customer, the auditor found that having Code Quality, SAST, and Container Scanning all automated in GitLab CI/CD was almost better than a manual review! Read more.
See also the Code Climate list of Supported Languages for Maintainability.
Use cases
For instance, consider the following workflow:
- Your backend team member starts a new implementation for making a certain feature in your app faster.
- With Code Quality reports, they analyze how their implementation is impacting the code quality.
- The metrics show that their code degrades the quality by 10 points.
- You ask a co-worker to help them with this modification.
- They both work on the changes until Code Quality report displays no degradations, only improvements.
- You approve the merge request and authorize its deployment to staging.
- Once verified, their changes are deployed to production.
Example configuration
This example shows how to run Code Quality on your code by using GitLab CI/CD and Docker. It requires GitLab 11.11 or later, and GitLab Runner 11.5 or later. If you are using GitLab 11.4 or earlier, you can view the deprecated job definitions in the documentation archive.
First, you need GitLab Runner configured:
- For the Docker-in-Docker workflow.
- With enough disk space to handle generated Code Quality files. For example on the GitLab project the files are approximately 7 GB.
Once you set up GitLab Runner, include the Code Quality template in your CI configuration:
include:
- template: Code-Quality.gitlab-ci.yml
The above example will create a code_quality
job in your CI/CD pipeline which
will scan your source code for code quality issues. The report will be saved as a
Code Quality report artifact
that you can later download and analyze.
It's also possible to override the URL to the Code Quality image by
setting the CODE_QUALITY_IMAGE
variable. This is particularly useful if you want
to lock in a specific version of Code Quality, or use a fork of it:
include:
- template: Code-Quality.gitlab-ci.yml
code_quality:
variables:
CODE_QUALITY_IMAGE: "registry.example.com/codequality-fork:latest"
In GitLab 13.4 and later, you can override the Code Quality environment variables:
variables:
TIMEOUT_SECONDS: 1
include:
- template: Code-Quality.gitlab-ci.yml
By default, report artifacts are not downloadable. If you need them downloadable on the
job details page, you can add gl-code-quality-report.json
to the artifact paths like so:
include:
- template: Code-Quality.gitlab-ci.yml
code_quality:
artifacts:
paths: [gl-code-quality-report.json]
The included code_quality
job is running in the test
stage, so it needs to be included in your CI configuration, like so:
stages:
- test
TIP: Tip: This information will be automatically extracted and shown right in the merge request widget.
CAUTION: Caution: On self-managed instances, if a malicious actor compromises the Code Quality job definition they will be able to execute privileged Docker commands on the runner host. Having proper access control policies mitigates this attack vector by allowing access only to trusted actors.
Disabling the code quality job
The code_quality
job will not run if the $CODE_QUALITY_DISABLED
environment
variable is present. Please refer to the environment variables documentation
to learn more about how to define one.
To disable the code_quality
job, add CODE_QUALITY_DISABLED
as a custom environment
variable. This can be done:
-
For the whole project, in the project settings or CI/CD configuration.
-
For a single pipeline run:
- Go to CI/CD > Pipelines
- Click Run Pipeline
- Add
CODE_QUALITY_DISABLED
as the variable key, with any value.
Using with merge request pipelines
The configuration provided by the Code Quality template does not let the code_quality
job
run on pipelines for merge requests.
If pipelines for merge requests is enabled, the code_quality:rules
must be redefined.
The template has these rules
for the code quality
job:
code_quality:
rules:
- if: '$CODE_QUALITY_DISABLED'
when: never
- if: '$CI_COMMIT_TAG || $CI_COMMIT_BRANCH'
If you are using merge request pipelines, your rules
(or workflow: rules
)
might look like this example:
job1:
rules:
- if: '$CI_PIPELINE_SOURCE == "merge_request_event"' # Run job1 in merge request pipelines
- if: '$CI_COMMIT_BRANCH == "master"' # Run job1 in pipelines on the master branch (but not in other branch pipelines)
- if: '$CI_COMMIT_TAG' # Run job1 in pipelines for tags
To make these work together, you will need to overwrite the code quality rules
so that they match your current rules
. From the example above, it could look like:
include:
- template: Code-Quality.gitlab-ci.yml
code_quality:
rules:
- if: '$CODE_QUALITY_DISABLED'
when: never
- if: '$CI_PIPELINE_SOURCE == "merge_request_event"' # Run code quality job in merge request pipelines
- if: '$CI_COMMIT_BRANCH == $CI_DEFAULT_BRANCH' # Run code quality job in pipelines on the master branch (but not in other branch pipelines)
- if: '$CI_COMMIT_TAG' # Run code quality job in pipelines for tags
Configuring jobs using variables
The Code Quality job supports environment variables that users can set to configure job execution at runtime.
For a list of available environment variables, see Environment variables.
Implementing a custom tool
It's possible to have a custom tool provide Code Quality reports in GitLab. To do this:
- Define a job in your
.gitlab-ci.yml
file that generates the Code Quality report artifact. - Configure your tool to generate the Code Quality report artifact as a JSON file that implements a subset of the Code Climate spec.
The Code Quality report artifact JSON file must contain an array of objects with the following properties:
Name | Description |
---|---|
description |
A description of the code quality violation. |
fingerprint |
A unique fingerprint to identify the code quality violation. For example, an MD5 hash. |
location.path |
The relative path to the file containing the code quality violation. |
location.lines.begin |
The line on which the code quality violation occurred. |
Example:
[
{
"description": "'unused' is assigned a value but never used.",
"fingerprint": "7815696ecbf1c96e6894b779456d330e",
"location": {
"path": "lib/index.js",
"lines": {
"begin": 42
}
}
}
]
NOTE: Note: Although the Code Climate spec supports more properties, those are ignored by GitLab.
Code Quality reports (STARTER)
Once the Code Quality job has completed:
- The full list of code quality violations generated by a pipeline is shown in the Code Quality tab of the Pipeline Details page.
- Potential changes to code quality are shown directly in the merge request. The Code Quality widget in the merge request compares the reports from the base and head of the branch, then lists any violations that will be resolved or created when the branch is merged.
- The full JSON report is available as a
downloadable artifact
for the
code_quality
job.
Generating an HTML report
In GitLab 13.6 and later,
it is possible to generate an HTML report file by setting the REPORT_FORMAT
variable to html
. This is useful if you just want to view the report in a more
human-readable format or to publish this artifact on GitLab Pages for even
easier reviewing.
include:
- template: Code-Quality.gitlab-ci.yml
code_quality:
variables:
REPORT_FORMAT: html
artifacts:
paths: [gl-code-quality-report.html]
It's also possible to generate both JSON and HTML report files by defining
another job and using extends: code_quality
:
include:
- template: Code-Quality.gitlab-ci.yml
code_quality_html:
extends: code_quality
variables:
REPORT_FORMAT: html
artifacts:
paths: [gl-code-quality-report.html]
Extending functionality
Using Analysis Plugins
Should there be a need to extend the default functionality provided by Code Quality, as stated in Code Quality, Analysis Plugins are available.
For example, to use the SonarJava analyzer,
add a file named .codeclimate.yml
containing the enablement code
for the plugin to the root of your repository:
version: "2"
plugins:
sonar-java:
enabled: true
This adds SonarJava to the plugins:
section of the default .codeclimate.yml
included in your project.
Changes to the plugins:
section do not affect the exclude_patterns
section of the
default .codeclimate.yml
. See the Code Climate documentation for
excluding files and folders
for more details.
Here's an example project that uses Code Quality with a .codeclimate.yml
file.
Troubleshooting
Changing the default configuration has no effect
A common issue is that the terms Code Quality
(GitLab specific) and Code Climate
(Engine used by GitLab) are very similar. You must add a .codeclimate.yml
file
to change the default configuration, not a .codequality.yml
file. If you use
the wrong filename, the default .codeclimate.yml
is still used.
No Code Quality report is displayed in a Merge Request
This can be due to multiple reasons:
- You just added the Code Quality job in your
.gitlab-ci.yml
. The report does not have anything to compare to yet, so no information can be displayed. Future merge requests will have something to compare to. - Your pipeline is not set to run the code quality job on your default branch. If there is no report generated from the default branch, your MR branch reports will not have anything to compare to.
- If no degradation or error is detected, nothing will be displayed.
- The
artifacts:expire_in
CI/CD setting can cause the Code Quality artifact(s) to expire faster than desired. - Large
codeclimate.json
files (esp. >10 MB) are known to prevent the report from being displayed. As a work-around, try removing properties that are ignored by GitLab. You can:- Configure the Code Quality tool to not output those types.
- Use
sed
,awk
or similar commands in the.gitlab-ci.yml
script to edit thecodeclimate.json
before the job completes.
Only a single Code Quality report is displayed, but more are defined
GitLab only uses the Code Quality artifact from the latest created job (with the largest job ID).
If multiple jobs in a pipeline generate a code quality artifact, those of earlier jobs are ignored.
To avoid confusion, configure only one job to generate a codeclimate.json
.