Skip to content

feat:Team Productivity Dashboard Implementation

Kaveri Mamidi requested to merge kproduct into main

What does this MR do?

This merge request implements a Team Productivity Dashboard for the GitLab Compliance & Analytics Tool.

It introduces a structured leaderboard system that analyzes team activity across projects within a selected GitLab group. The feature dynamically fetches data from the GitLab API and calculates productivity scores based on commits, merge requests, and issues.

This solves the problem of lacking centralized visibility into team-level performance analytics in GitLab.

Motivation / Use Case

In large GitLab groups with multiple projects, it is difficult to manually track and compare team productivity.

GitLab provides project-level metrics, but it does not provide:

Consolidated team-level analytics

Ranking based on productivity

Threshold-based filtering

Trend visualization over selected time periods

This feature provides:

Centralized productivity monitoring

Leaderboard-based team comparison

Time-filtered analytics

Performance trend visualization

This helps mentors, reviewers, and administrators evaluate team contributions effectively.

Implementation Notes

Integrated GitLab REST API to fetch:

Group projects

Commits

Merge requests

Issues

Implemented productivity score calculation using weighted metrics.

Added filtering options:

Analysis period (time-based filtering)

Minimum productivity score threshold

Implemented leaderboard ranking (sorted descending by score).

Added performance trend visualization (time-series aggregation).

Modularized leaderboard logic into:

team_leaderboard_mode.py

Ensured compatibility with existing dashboard structure.

No breaking changes introduced.

How to Test

Checkout this branch:

git checkout kproduct

Install dependencies (if needed):

pip install -r requirements.txt

Run the Streamlit app:

streamlit run app.py

Provide:

GitLab base URL

Personal Access Token

Parent Group ID or Path

Analysis Period

Verify:

Leaderboard is generated correctly

Teams are ranked by productivity score

Minimum score filter works

Performance trend graph updates correctly

Merge request reports