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AI-Powered Test Intelligence SDK for Python - pytest plugin with automatic failure analysis

Project description

QAagentic Python SDK

AI-Powered Test Intelligence for Python

PyPI version Python versions License


🚀 Installation

pip install qagentic-pytest

⚡ Quick Start

Zero-Config Setup

# conftest.py - That's it! QAagentic auto-hooks into pytest
import qagentic
# Run tests with QAagentic reporting
pytest --qagentic

With Configuration

# conftest.py
import qagentic

qagentic.configure(
    project_name="my-awesome-project",
    api_url="http://localhost:8080",
    api_key="your-api-key",  # Optional
)

📝 Usage Examples

Decorators (Allure-Compatible)

import qagentic
from qagentic import feature, story, severity, Severity, step

@feature("User Authentication")
@story("Login Flow")
@severity(Severity.CRITICAL)
def test_user_login():
    with step("Navigate to login page"):
        # Your test code
        pass
    
    with step("Enter credentials"):
        qagentic.attach_screenshot("login.png")
        # Your test code
        pass
    
    with step("Verify successful login"):
        # Your test code
        pass

All Available Decorators

from qagentic import (
    feature,      # Group by feature
    story,        # Group by user story
    epic,         # Group by epic
    severity,     # Set test severity
    tag,          # Add tags
    label,        # Custom labels
    link,         # Add links
    issue,        # Link to issue tracker
    testcase,     # Link to test management
    description,  # Add description
    title,        # Custom title
    owner,        # Test owner
    layer,        # Test layer (unit, integration, e2e)
    suite,        # Suite name
    sub_suite,    # Sub-suite name
    parent_suite, # Parent suite name
)

@epic("E-Commerce Platform")
@feature("Shopping Cart")
@story("Add to Cart")
@severity(Severity.CRITICAL)
@tag("smoke", "regression")
@owner("john.doe@example.com")
@issue("JIRA-123")
@testcase("TC-456")
@description("""
This test verifies the add to cart functionality:
1. Navigate to product page
2. Click add to cart
3. Verify cart updated
""")
def test_add_to_cart():
    pass

Steps with Context Manager

from qagentic import step

def test_checkout_flow():
    with step("Add items to cart") as s:
        s.attach_json({"item_id": "123", "quantity": 2}, "Cart Data")
        # Add items
    
    with step("Enter shipping info"):
        # Enter shipping
        pass
    
    with step("Complete payment") as s:
        s.set_parameter("payment_method", "credit_card")
        # Process payment

Attachments

import qagentic

def test_with_attachments():
    # Attach screenshot
    qagentic.attach_screenshot("path/to/screenshot.png", "Login Page")
    
    # Attach JSON data
    qagentic.attach_json({"status": "success"}, "API Response")
    
    # Attach text
    qagentic.attach_text("Log output here...", "Console Logs")
    
    # Attach HTML
    qagentic.attach_html("<h1>Report</h1>", "HTML Report")
    
    # Attach any file
    qagentic.attach_file("path/to/file.pdf", "PDF Report")
    
    # Attach video recording
    qagentic.attach_video("path/to/recording.mp4", "Test Recording")

Severity Levels

from qagentic import severity, Severity

@severity(Severity.BLOCKER)   # System unusable
def test_critical_path(): pass

@severity(Severity.CRITICAL)  # Major feature broken
def test_payment(): pass

@severity(Severity.NORMAL)    # Default severity
def test_feature(): pass

@severity(Severity.MINOR)     # Minor issue
def test_edge_case(): pass

@severity(Severity.TRIVIAL)   # Cosmetic issue
def test_ui_alignment(): pass

⚙️ Configuration

Command Line Options

pytest --qagentic                          # Enable QAagentic
pytest --qagentic-project=my-project       # Set project name
pytest --qagentic-api-url=http://api.com   # Set API URL
pytest --qagentic-api-key=secret           # Set API key
pytest --qagentic-output-dir=./results     # Set output directory
pytest --qagentic-no-console               # Disable console output
pytest --qagentic-no-api                   # Disable API reporting
pytest --qagentic-no-local                 # Disable local files

Environment Variables

export QAGENTIC_PROJECT_NAME=my-project
export QAGENTIC_API_URL=http://localhost:8080
export QAGENTIC_API_KEY=your-api-key
export QAGENTIC_OUTPUT_DIR=./qagentic-results
export QAGENTIC_AI_ANALYSIS=true
export QAGENTIC_SCREENSHOTS=on_failure

Configuration File

# qagentic.yaml
project:
  name: my-project
  environment: staging

reporting:
  api:
    enabled: true
    url: http://localhost:8080
    key: ${QAGENTIC_API_KEY}
  local:
    enabled: true
    output_dir: ./qagentic-results
    formats:
      - json
      - html
      - junit

features:
  ai_analysis: true
  failure_clustering: true
  flaky_detection: true
  screenshots: on_failure
  videos: on_failure

labels:
  team: platform
  component: auth

Programmatic Configuration

import qagentic

qagentic.configure(
    project_name="my-project",
    environment="staging",
    api_url="http://localhost:8080",
    api_key="your-api-key",
    output_dir="./qagentic-results",
    ai_analysis=True,
    screenshots="on_failure",
)

📊 Output Formats

JSON Report

{
  "id": "run_20231219_143022",
  "project_name": "my-project",
  "total": 100,
  "passed": 95,
  "failed": 3,
  "skipped": 2,
  "pass_rate": 95.0,
  "tests": [...]
}

JUnit XML (CI/CD Compatible)

<?xml version="1.0" ?>
<testsuite name="my-project" tests="100" failures="3" errors="0" skipped="2">
  <testcase name="test_login" classname="tests.test_auth" time="1.234"/>
  ...
</testsuite>

🔌 CI/CD Integration

GitHub Actions

- name: Run Tests
  run: pytest --qagentic
  env:
    QAGENTIC_API_URL: ${{ secrets.QAGENTIC_API_URL }}
    QAGENTIC_API_KEY: ${{ secrets.QAGENTIC_API_KEY }}

- name: Upload Results
  uses: actions/upload-artifact@v3
  if: always()
  with:
    name: qagentic-results
    path: qagentic-results/

GitLab CI

test:
  script:
    - pytest --qagentic
  artifacts:
    when: always
    paths:
      - qagentic-results/
    reports:
      junit: qagentic-results/junit.xml

🧠 AI Features

When connected to QAagentic server:

  • Automatic Root Cause Analysis - AI analyzes failures
  • Failure Clustering - Groups similar failures
  • Flaky Test Detection - Identifies unstable tests
  • Trend Analysis - Tracks quality over time
  • Smart Recommendations - Actionable fix suggestions

📚 API Reference

Core Functions

Function Description
qagentic.configure() Configure the SDK
qagentic.step() Create a test step
qagentic.attach() Attach data to test
qagentic.attach_screenshot() Attach screenshot
qagentic.attach_json() Attach JSON data

Decorators

Decorator Description
@feature(name) Group by feature
@story(name) Group by user story
@severity(level) Set severity level
@tag(*tags) Add tags
@label(name, value) Add custom label

🤝 Contributing

See CONTRIBUTING.md for guidelines.

📄 License

MIT License - see LICENSE for details.

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