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Apache DevLake is an open-source dev data platform to ingest, analyze, and visualize the fragmented data from DevOps tools, extracting insights for engineering excellence, developer experience, and co...



Apache DevLake(Incubating)

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🤔 What is Apache DevLake?

Apache DevLake is an open-source dev data platform that ingests, analyzes, and visualizes the fragmented data from DevOps tools to distill insights for engineering productivity.

Apache DevLake is designed for developer teams looking to make better sense of their development process and to bring a more data-driven approach to their own practices. You can ask Apache DevLake many questions regarding your development process. Just connect and query.

🎯 What can be accomplished with Apache DevLake?

  1. Collect DevOps data across the entire Software Development Life Cycle (SDLC) and connect the siloed data with a standard data model.
  2. Visualize out-of-the-box engineering metrics in a series of use-case driven dashboards.
  3. Easily extend DevLake to support your data sources, metrics, and dashboards with a flexible framework for data collection and ETL (Extract, Transform, Load).

💪 Supported Data Sources

Data Source Domain Supported Versions
GitHub Source Code Management, Code Review, Issue Management Cloud
Gitlab Source Code Management, Code Review, Issue Management Cloud, Community Edition 13.x+
Jira Issue Management Cloud, Server 8.x+, Data Center 8.x+
Jenkins CI/CD 2.263.x+
Feishu Documentation Cloud
TAPD Issue Management Cloud

🚀 Getting Started

🤓 How do I use DevLake?

1. Set up DevLake

You can set up Apache DevLake by following our step-by-step instructions for Install via Docker Compose or Install via Kubernetes. Please ask community if you get stuck at any point.

2. Create a Blueprint

The DevLake Configuration UI will guide you through the process (a Blueprint) to define the data connections, data scope, transformation and sync frequency of the data you wish to collect.

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3. Track the Blueprint's progress

You can track the progress of the Blueprint you have just set up.

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4. View the pre-built dashboards

Once the first run of the Blueprint is completed, you can view the corresponding dashboards.

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5. Customize the dashboards with SQL

If the pre-built dashboards are limited for your use cases, you can always customize or create your own metrics or dashboards with SQL.

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😍 How to Contribute

Please read the contribution guidelines before you make contributon. The following docs list the resources you might need to know after you decided to make contribution.

⌚ Project Roadmap

💙 Community

  • Slack: Message us on Slack
  • FAQ: Frequently Asked Questions
  • Wechat Community:

📄 License

This project is licensed under Apache License 2.0 - see the LICENSE file for details.