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Cycle Analytics

  • Introduced prior to GitLab 12.2 at the project level.
  • Introduced in GitLab Premium 12.2 at the group level (enabled by feature flag analytics).

Cycle Analytics measures the time spent to go from an idea to production - also known as cycle time - for each of your projects. Cycle Analytics displays the median time for an idea to reach production, along with the time typically spent in each DevOps stage along the way.

Cycle Analytics is useful in order to quickly determine the velocity of a given project. It points to bottlenecks in the development process, enabling management to uncover, triage, and identify the root cause of slowdowns in the software development life cycle.

Cycle Analytics is tightly coupled with the GitLab flow and calculates a separate median for each stage.

Overview

Cycle Analytics is available:

  • From GitLab 12.2, at the group level in the analytics workspace at Analytics > Cycle Analytics. (PREMIUM)

    In the future, multiple groups will be selectable which will effectively make this an instance-level feature.

    NOTE: Note: Requires the analytics workspace to be enabled.

  • At the project level via Project > Cycle Analytics.

There are seven stages that are tracked as part of the Cycle Analytics calculations.

  • Issue (Tracker)
    • Time to schedule an issue (by milestone or by adding it to an issue board)
  • Plan (Board)
    • Time to first commit
  • Code (IDE)
    • Time to create a merge request
  • Test (CI)
    • Time it takes GitLab CI/CD to test your code
  • Review (Merge Request/MR)
    • Time spent on code review
  • Staging (Continuous Deployment)
    • Time between merging and deploying to production
  • Production (Total)
    • Total lifecycle time; i.e. the velocity of the project or team

How the data is measured

Cycle Analytics records cycle time and data based on the project issues with the exception of the staging and production stages, where only data deployed to production are measured.

Specifically, if your CI is not set up and you have not defined a production or production/* environment, then you will not have any data for those stages.

Each stage of Cycle Analytics is further described in the table below.

Stage Description
Issue Measures the median time between creating an issue and taking action to solve it, by either labeling it or adding it to a milestone, whatever comes first. The label will be tracked only if it already has an Issue Board list created for it.
Plan Measures the median time between the action you took for the previous stage, and pushing the first commit to the branch. The very first commit of the branch is the one that triggers the separation between Plan and Code, and at least one of the commits in the branch needs to contain the related issue number (e.g., #42). If none of the commits in the branch mention the related issue number, it is not considered to the measurement time of the stage.
Code Measures the median time between pushing a first commit (previous stage) and creating a merge request (MR) related to that commit. The key to keep the process tracked is to include the issue closing pattern to the description of the merge request (for example, Closes #xxx, where xxx is the number of the issue related to this merge request). If the issue closing pattern is not present in the merge request description, the MR is not considered to the measurement time of the stage.
Test Measures the median time to run the entire pipeline for that project. It's related to the time GitLab CI takes to run every job for the commits pushed to that merge request defined in the previous stage. It is basically the start->finish time for all pipelines.
Review Measures the median time taken to review the merge request that has closing issue pattern, between its creation and until it's merged.
Staging Measures the median time between merging the merge request with closing issue pattern until the very first deployment to production. It's tracked by the environment set to production or matching production/* (case-sensitive, Production won't work) in your GitLab CI configuration. If there isn't a production environment, this is not tracked.
Production The sum of all time (medians) taken to run the entire process, from issue creation to deploying the code to production.

How this works, behind the scenes:

  1. Issues and merge requests are grouped together in pairs, such that for each <issue, merge request> pair, the merge request has the issue closing pattern for the corresponding issue. All other issues and merge requests are not considered.
  2. Then the <issue, merge request> pairs are filtered out by last XX days (specified by the UI - default is 90 days). So it prohibits these pairs from being considered.
  3. For the remaining <issue, merge request> pairs, we check the information that we need for the stages, like issue creation date, merge request merge time, etc.

To sum up, anything that doesn't follow GitLab flow will not be tracked and the Cycle Analytics dashboard will not present any data for:

  • merge requests that do not close an issue.
  • issues not labeled with a label present in the Issue Board or for issues not assigned a milestone.
  • staging and production stages, if the project has no production or production/* environment.

Example workflow

Below is a simple fictional workflow of a single cycle that happens in a single day passing through all seven stages. Note that if a stage does not have a start and a stop mark, it is not measured and hence not calculated in the median time. It is assumed that milestones are created and CI for testing and setting environments is configured.

  1. Issue is created at 09:00 (start of Issue stage).
  2. Issue is added to a milestone at 11:00 (stop of Issue stage / start of Plan stage).
  3. Start working on the issue, create a branch locally and make one commit at 12:00.
  4. Make a second commit to the branch which mentions the issue number at 12.30 (stop of Plan stage / start of Code stage).
  5. Push branch and create a merge request that contains the issue closing pattern in its description at 14:00 (stop of Code stage / start of Test and Review stages).
  6. The CI starts running your scripts defined in .gitlab-ci.yml and takes 5min (stop of Test stage).
  7. Review merge request, ensure that everything is OK and merge the merge request at 19:00. (stop of Review stage / start of Staging stage).
  8. Now that the merge request is merged, a deployment to the production environment starts and finishes at 19:30 (stop of Staging stage).
  9. The cycle completes and the sum of the median times of the previous stages is recorded to the Production stage. That is the time between creating an issue and deploying its relevant merge request to production.

From the above example you can conclude the time it took each stage to complete as long as their total time:

  • Issue: 2h (11:00 - 09:00)
  • Plan: 1h (12:00 - 11:00)
  • Code: 2h (14:00 - 12:00)
  • Test: 5min
  • Review: 5h (19:00 - 14:00)
  • Staging: 30min (19:30 - 19:00)
  • Production: Since this stage measures the sum of median time off all previous stages, we cannot calculate it if we don't know the status of the stages before. In case this is the very first cycle that is run in the project, then the Production time is 10h 30min (19:30 - 09:00)

A few notes:

  • In the above example we demonstrated that it doesn't matter if your first commit doesn't mention the issue number, you can do this later in any commit of the branch you are working on.
  • You can see that the Test stage is not calculated to the overall time of the cycle since it is included in the Review process (every MR should be tested).
  • The example above was just one cycle of the seven stages. Add multiple cycles, calculate their median time and the result is what the dashboard of Cycle Analytics is showing.

Permissions

The current permissions on the Project Cycle Analytics dashboard are:

  • Public projects - anyone can access
  • Internal projects - any authenticated user can access
  • Private projects - any member Guest and above can access

You can read more about permissions in general.

NOTE: Note: As of GitLab 12.2, the project-level page is deprecated. You should access project-level Cycle Analytics from Analytics > Cycle Analytics in the top navigation bar. We will ensure that the same project-level functionality is available to CE users in the new analytics space.

For Cycle Analytics functionality introduced in GitLab 12.2 and later:

More resources

Learn more about Cycle Analytics in the following resources: