# FRIDAY - AI Test Case Generator
<p align="center">
<img src="docs/images/banner.svg" alt="Auto Test Case Generator Banner" width="1000">
</p>
An AI-powered test case generator that leverages Google Vertex AI and LangChain to automatically create test cases from Jira/GitHub issues and Confluence documentation.
## 🚀 Features
- Generate test cases using Google Vertex AI or OpenAI
- Extract requirements from Jira tickets or GitHub issues
- Integrate context from Confluence pages
- Process data using LangChain's prompt engineering
- Store and search documents using ChromaDB vectorization
- Export test cases in JSON or Markdown format
- Create embeddings using web crawler for additional context
## 📋 Prerequisites
- Python 3.12+
- Google Cloud Platform account with Vertex AI enabled or OpenAI
- Jira/GitHub and Confluence access credentials
## 🔄 Sequence Diagram
```mermaid
%%{init: {
'theme': 'base',
'themeVariables': {
'primaryColor': '#1a1a1a',
'primaryTextColor': '#fff',
'primaryBorderColor': '#4285f4',
'lineColor': '#4285f4',
'secondaryColor': '#2d2d2d',
'tertiaryColor': '#2d2d2d',
'actorBkg': '#4285f4',
'actorTextColor': '#fff',
'actorLineColor': '#4285f4',
'signalColor': '#6c757d',
'signalTextColor': '#fff',
'labelBoxBkgColor': '#2d2d2d',
'labelBoxBorderColor': '#4285f4',
'labelTextColor': '#fff',
'loopTextColor': '#fff',
'noteBorderColor': '#43a047',
'noteBkgColor': '#43a047',
'noteTextColor': '#fff',
'activationBorderColor': '#4285f4',
'activationBkgColor': '#2d2d2d',
'sequenceNumberColor': '#fff'
}
}}%%
sequenceDiagram
box rgba(66, 133, 244, 0.1) External Components
participant User
end
box rgba(66, 133, 244, 0.1) Core System
participant Main
participant IssueConnector
participant JiraConnector
participant GitHubConnector
participant ConfluenceConnector
participant TestCaseGenerator
participant PromptBuilder
end
Note over User,PromptBuilder: Test Case Generation Flow
User->>+Main: Run main.py with issue-key/number<br/>and confluence-id
alt Jira Issue
rect rgba(67, 160, 71, 0.1)
Main->>+IssueConnector: Get issue details
IssueConnector->>+JiraConnector: Fetch Jira issue
JiraConnector-->>-IssueConnector: Return issue details
IssueConnector-->>-Main: Return issue details
Main->>+IssueConnector: Extract acceptance criteria
IssueConnector->>JiraConnector: Extract from Jira
JiraConnector-->>IssueConnector: Return criteria
IssueConnector-->>-Main: Return acceptance criteria
end
else GitHub Issue
rect rgba(67, 160, 71, 0.1)
Main->>+IssueConnector: Get issue details
IssueConnector->>+GitHubConnector: Fetch GitHub issue
GitHubConnector-->>-IssueConnector: Return issue details
IssueConnector-->>-Main: Return issue details
Main->>+IssueConnector: Extract acceptance criteria
IssueConnector->>GitHubConnector: Extract from GitHub
GitHubConnector-->>IssueConnector: Return criteria
IssueConnector-->>-Main: Return acceptance criteria
end
end
rect rgba(255, 152, 0, 0.1)
Main->>+ConfluenceConnector: Fetch Confluence<br/>page content
ConfluenceConnector-->>-Main: Return page content
end
rect rgba(66, 133, 244, 0.1)
Main->>+PromptBuilder: Build prompt with details
PromptBuilder-->>-Main: Return prompt
Main->>+TestCaseGenerator: Generate test cases
TestCaseGenerator-->>-Main: Return test cases
end
Main->>-User: Save test cases to<br/>output file
Note over User,PromptBuilder: Process Complete
```
## ⚡️ Quick Start
1. Install via Homebrew:
```bash
brew tap dipjyotimetia/friday
brew install friday
```
2. Run setup:
```bash
friday setup
```
3. Generate test cases:
```bash
# From Jira
friday generate --jira-key PROJ-123 --confluence-id 12345 -o test_cases.md
# From GitHub
friday generate --gh-issue 456 --gh-repo owner/repo --confluence-id 12345 -o test_cases.md
```
## 📖 Usage Options
### Web Crawler
```bash
# Crawl single domain
friday crawl https://example.com --provider vertex --persist-dir ./my_data/chroma --max-pages 5
# Crawl multiple domains
friday crawl https://example.com --provider vertex --persist-dir ./my_data/chroma --max-pages 10 --same-domain false
```
### Command Reference
```bash
friday --help # Show all commands
friday version # Display version
friday generate --help # Show generation options
```
### Parameters
- `--jira-key`: Jira issue key
- `--confluence-id`: Confluence page ID (optional)
- `--gh-issue`: GitHub issue number
- `--gh-repo`: GitHub repository (format: owner/repo)
- `--output`: Output file path (default: test_cases.json)
## 🔧 GitHub Action
```yaml
name: Friday Test Generator
on:
pull_request:
types: [opened, synchronize]
workflow_dispatch:
inputs:
confluence_id:
description: 'Confluence Page ID'
required: true
jira_id:
description: 'Jira Issue ID'
required: false
jobs:
generate-tests:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- name: Generate Test Cases
uses: dipjyotimetia/friday@main
with:
github_token: ${{ secrets.GITHUB_TOKEN }}
confluence_url: ${{ secrets.CONFLUENCE_URL }}
confluence_user: ${{ secrets.CONFLUENCE_USERNAME }}
confluence_token: ${{ secrets.CONFLUENCE_API_TOKEN }}
jira_url: ${{ secrets.JIRA_URL }}
jira_user: ${{ secrets.JIRA_USERNAME }}
jira_token: ${{ secrets.JIRA_API_TOKEN }}
confluence_id: ${{ inputs.confluence_id || '12345' }}
jira_id: ${{ inputs.jira_id || github.event.pull_request.number }}
google_cloud_project: ${{ secrets.GOOGLE_CLOUD_PROJECT }}
google_cloud_region: ${{ secrets.GOOGLE_CLOUD_REGION }}
model_provider: 'vertex'
persist_dir: './data/chroma'
- name: Upload Test Cases
uses: actions/upload-artifact@v4
with:
name: test-cases
path: test_cases.md
```
## 💻 Development
1. Clone and setup:
```bash
git clone https://github.com/dipjyotimetia/friday.git
cd friday
chmod +x prerequisites.sh
./prerequisites.sh
```
2. Configure environment:
```bash
cp .env.example .env
# Add your credentials to .env
```
3. Run Tests:
```bash
# Run tests
poetry run pytest tests/ -v
```
4. Format Code:
```bash
# Format code
poetry run ruff format
```
6. Deploy to google cloud
```bash
chmod +x deploy.sh
PROJECT_ID="your-project" REGION="us-west1" ./deploy.sh
```
MIT License
Copyright (c) 2025 Dipjyoti Metia
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
Raw data
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"description": "# FRIDAY - AI Test Case Generator\n\n<p align=\"center\">\n <img src=\"docs/images/banner.svg\" alt=\"Auto Test Case Generator Banner\" width=\"1000\">\n</p>\n\nAn AI-powered test case generator that leverages Google Vertex AI and LangChain to automatically create test cases from Jira/GitHub issues and Confluence documentation.\n\n## \ud83d\ude80 Features\n\n- Generate test cases using Google Vertex AI or OpenAI\n- Extract requirements from Jira tickets or GitHub issues \n- Integrate context from Confluence pages\n- Process data using LangChain's prompt engineering\n- Store and search documents using ChromaDB vectorization\n- Export test cases in JSON or Markdown format\n- Create embeddings using web crawler for additional context\n\n## \ud83d\udccb Prerequisites\n\n- Python 3.12+\n- Google Cloud Platform account with Vertex AI enabled or OpenAI\n- Jira/GitHub and Confluence access credentials\n\n## \ud83d\udd04 Sequence Diagram\n\n```mermaid\n%%{init: {\n 'theme': 'base',\n 'themeVariables': {\n 'primaryColor': '#1a1a1a',\n 'primaryTextColor': '#fff',\n 'primaryBorderColor': '#4285f4',\n 'lineColor': '#4285f4',\n 'secondaryColor': '#2d2d2d',\n 'tertiaryColor': '#2d2d2d',\n 'actorBkg': '#4285f4',\n 'actorTextColor': '#fff',\n 'actorLineColor': '#4285f4',\n 'signalColor': '#6c757d',\n 'signalTextColor': '#fff',\n 'labelBoxBkgColor': '#2d2d2d',\n 'labelBoxBorderColor': '#4285f4',\n 'labelTextColor': '#fff',\n 'loopTextColor': '#fff',\n 'noteBorderColor': '#43a047',\n 'noteBkgColor': '#43a047',\n 'noteTextColor': '#fff',\n 'activationBorderColor': '#4285f4',\n 'activationBkgColor': '#2d2d2d',\n 'sequenceNumberColor': '#fff'\n }\n}}%%\n\nsequenceDiagram\n box rgba(66, 133, 244, 0.1) External Components\n participant User\n end\n \n box rgba(66, 133, 244, 0.1) Core System\n participant Main\n participant IssueConnector\n participant JiraConnector\n participant GitHubConnector\n participant ConfluenceConnector\n participant TestCaseGenerator\n participant PromptBuilder\n end\n\n Note over User,PromptBuilder: Test Case Generation Flow\n\n User->>+Main: Run main.py with issue-key/number<br/>and confluence-id\n \n alt Jira Issue\n rect rgba(67, 160, 71, 0.1)\n Main->>+IssueConnector: Get issue details\n IssueConnector->>+JiraConnector: Fetch Jira issue\n JiraConnector-->>-IssueConnector: Return issue details\n IssueConnector-->>-Main: Return issue details\n Main->>+IssueConnector: Extract acceptance criteria\n IssueConnector->>JiraConnector: Extract from Jira\n JiraConnector-->>IssueConnector: Return criteria\n IssueConnector-->>-Main: Return acceptance criteria\n end\n else GitHub Issue\n rect rgba(67, 160, 71, 0.1)\n Main->>+IssueConnector: Get issue details\n IssueConnector->>+GitHubConnector: Fetch GitHub issue\n GitHubConnector-->>-IssueConnector: Return issue details\n IssueConnector-->>-Main: Return issue details\n Main->>+IssueConnector: Extract acceptance criteria\n IssueConnector->>GitHubConnector: Extract from GitHub\n GitHubConnector-->>IssueConnector: Return criteria\n IssueConnector-->>-Main: Return acceptance criteria\n end\n end\n \n rect rgba(255, 152, 0, 0.1)\n Main->>+ConfluenceConnector: Fetch Confluence<br/>page content\n ConfluenceConnector-->>-Main: Return page content\n end\n \n rect rgba(66, 133, 244, 0.1)\n Main->>+PromptBuilder: Build prompt with details\n PromptBuilder-->>-Main: Return prompt\n Main->>+TestCaseGenerator: Generate test cases\n TestCaseGenerator-->>-Main: Return test cases\n end\n \n Main->>-User: Save test cases to<br/>output file\n\n Note over User,PromptBuilder: Process Complete\n```\n\n## \u26a1\ufe0f Quick Start\n\n1. Install via Homebrew:\n```bash\nbrew tap dipjyotimetia/friday\nbrew install friday\n```\n\n2. Run setup:\n```bash \nfriday setup\n```\n\n3. Generate test cases:\n```bash\n# From Jira\nfriday generate --jira-key PROJ-123 --confluence-id 12345 -o test_cases.md\n\n# From GitHub\nfriday generate --gh-issue 456 --gh-repo owner/repo --confluence-id 12345 -o test_cases.md\n```\n\n## \ud83d\udcd6 Usage Options\n\n### Web Crawler\n```bash\n# Crawl single domain\nfriday crawl https://example.com --provider vertex --persist-dir ./my_data/chroma --max-pages 5\n\n# Crawl multiple domains\nfriday crawl https://example.com --provider vertex --persist-dir ./my_data/chroma --max-pages 10 --same-domain false\n```\n\n### Command Reference\n```bash\nfriday --help # Show all commands\nfriday version # Display version\nfriday generate --help # Show generation options\n```\n\n### Parameters\n- `--jira-key`: Jira issue key\n- `--confluence-id`: Confluence page ID (optional)\n- `--gh-issue`: GitHub issue number\n- `--gh-repo`: GitHub repository (format: owner/repo)\n- `--output`: Output file path (default: test_cases.json)\n\n## \ud83d\udd27 GitHub Action\n\n```yaml\nname: Friday Test Generator\n\non:\n pull_request:\n types: [opened, synchronize]\n workflow_dispatch:\n inputs:\n confluence_id:\n description: 'Confluence Page ID'\n required: true\n jira_id:\n description: 'Jira Issue ID'\n required: false\n\njobs:\n generate-tests:\n runs-on: ubuntu-latest\n steps:\n - uses: actions/checkout@v4\n \n - name: Generate Test Cases\n uses: dipjyotimetia/friday@main\n with:\n github_token: ${{ secrets.GITHUB_TOKEN }}\n confluence_url: ${{ secrets.CONFLUENCE_URL }}\n confluence_user: ${{ secrets.CONFLUENCE_USERNAME }}\n confluence_token: ${{ secrets.CONFLUENCE_API_TOKEN }}\n jira_url: ${{ secrets.JIRA_URL }}\n jira_user: ${{ secrets.JIRA_USERNAME }}\n jira_token: ${{ secrets.JIRA_API_TOKEN }}\n confluence_id: ${{ inputs.confluence_id || '12345' }}\n jira_id: ${{ inputs.jira_id || github.event.pull_request.number }}\n google_cloud_project: ${{ secrets.GOOGLE_CLOUD_PROJECT }}\n google_cloud_region: ${{ secrets.GOOGLE_CLOUD_REGION }}\n model_provider: 'vertex'\n persist_dir: './data/chroma'\n\n - name: Upload Test Cases\n uses: actions/upload-artifact@v4\n with:\n name: test-cases\n path: test_cases.md\n```\n\n## \ud83d\udcbb Development\n\n1. 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Deploy to google cloud\n```bash\nchmod +x deploy.sh\nPROJECT_ID=\"your-project\" REGION=\"us-west1\" ./deploy.sh\n```\nMIT License\n\nCopyright (c) 2025 Dipjyoti Metia\n\nPermission is hereby granted, free of charge, to any person obtaining a copy\nof this software and associated documentation files (the \"Software\"), to deal\nin the Software without restriction, including without limitation the rights\nto use, copy, modify, merge, publish, distribute, sublicense, and/or sell\ncopies of the Software, and to permit persons to whom the Software is\nfurnished to do so, subject to the following conditions:\n\nThe above copyright notice and this permission notice shall be included in all\ncopies or substantial portions of the Software.\n\nTHE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\nIMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\nFITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. 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