InfuseAI / git-repo-analytics

Introduction

This is a demo project for PipeRider. It shows how you can use dbt+duckdb+PipeRider to transform and query data efficiently. With these tools, you can generate a report that gives you insights into your git projects.

Usage

1. Clone this repo

   git clone [e-mail]:InfuseAI/git-repo-analytics.git   
   

2. Prepare git repositories repo for analysis by editing the repos.csv

   The format of the repos.csv file is as follows:

   name,repo
   dbt-core,dbt-labs/dbt-core
   duckdb,duckdb/duckdb
   PipeRider,InfuseAI/piperider
   

3. Install python package

   python -m venv ./venv
   source ./venv/bin/activate
   pip install -r requirements.txt     
   

4. Generate the db file from the repo.

   make fetch
   make load
   

   The file git_repo.duckdb is generated under ./data

5. Run dbt

   make transform
   

6. Generate report

   make report
   

7. Run piperider

   make piperider
   

You can either run step-by-step from step4 to step7 or simply do one command

make

Screenshots