https://github.com/mocksi/diffdashdrone
DiffDash Drone is a tool designed to analyze the git history of a repository then identify and predict Bugspots via LLM tools
https://github.com/mocksi/diffdashdrone
Last synced: about 1 year ago
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DiffDash Drone is a tool designed to analyze the git history of a repository then identify and predict Bugspots via LLM tools
- Host: GitHub
- URL: https://github.com/mocksi/diffdashdrone
- Owner: Mocksi
- Created: 2023-12-08T00:48:44.000Z (over 2 years ago)
- Default Branch: main
- Last Pushed: 2024-01-12T20:26:08.000Z (over 2 years ago)
- Last Synced: 2025-06-09T10:13:14.770Z (about 1 year ago)
- Language: Go
- Homepage: https://mocksi.ai/
- Size: 189 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 3
-
Metadata Files:
- Readme: README.md
- Roadmap: Roadmap.md
Awesome Lists containing this project
README
# Your Wingman in Decoding and Defeating Bugs
## Overview
DiffDash Drone is a tool designed to analyze the git history of a repository and identify potential "bugspots".
It parses the `.git` history into a DuckDB database and generates a report in Parquet format highlighting files that are more likely to be bugspots, based on commit messages that indicate high churn and include keywords like "Revert" or "Fixes".
## Features
- **Git History Parsing**: Clone and parse git repository histories.
- **Bugspot Analysis**: Analyze commit messages and file churn to identify potential bugspots.
- **Report Generation**: Generate a detailed report in Parquet format for easy integration with data analysis tools.
## Requirements
- Go (Version 1.x or later)
- Access to a Git repository
## Dependencies
- `go-git`
- `go-github`
- `go-duckdb`
- `tqdm` (for progress bar visualization)
## Installation
Download the latest binaries from the [releases page](#TODO)
## Manual Installation
1. Clone the repository:
```bash
git clone
```
2. Install Go
3. Install dependencies:
```bash
go mod download
go mod verify
```
4. Build and Run:
```bash
go build
./diffdash-drone
```
## Usage
```bash
diffdash-drone [OPTIONS]
```
### Options
- `--help`: Display help information
- `--version`: Display version information
- `--parquet`: Only generate a Parquet file
- `--bugspots`: Only generate a Basic Bugspots report
- `--prediction`: Using a prediction model, generate an extended Bugspots report that can identify potential bugspots in the future
Note: If neither `--parquet` nor `--bugspots` are specified, both a Parquet file and a Basic Bugspots report will be generated.
## TODO:
- [x] Create a Storage package
- [x] Store all Git data in a DuckDB database.
- [x] Create an Analyzer package
- [ ] Create a Reporter package
- [ ] Hook up to the LLM cli
- [ ] Make magic happen
- [ ] Build release binaries
- [ ] Add a --help option
- [ ] Add a --version option
- [ ] Add a --parquet option
- [ ] Add a --bugspots option
- [ ] Add a --prediction option
- [ ] Enable having multiple repositories/multiple database files