Spaces:
Running
on
Zero
Running
on
Zero
File size: 7,384 Bytes
2ec0d39 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 |
# API Test Suite Documentation
## Overview
The Secure AI Agents Suite includes a comprehensive API testing framework that validates all external service integrations, ensuring your system works correctly with OpenAI, Google ML, ElevenLabs, and Modal platforms.
## Quick Start
### 1. Setup Configuration
```bash
# Copy the configuration template
cp api_test_config.yaml my_config.yaml
# Edit with your API keys
nano my_config.yaml
```
### 2. Run All Tests
```bash
# Run all API tests
python test_runner.py
# Run specific test
python test_runner.py --test openai
# Use custom config
python test_runner.py --config my_config.yaml
```
### 3. View Results
```bash
# View summary
python test_runner.py --show-summary
# Validate config only
python test_runner.py --validate-only
```
## Configuration
### API Keys Required
Edit `api_test_config.yaml` with your actual API keys:
```yaml
# OpenAI Configuration
openai:
api_key: "sk-your-openai-api-key-here"
base_url: "https://api.openai.com/v1"
timeout: 30
rate_limit: 100
# Google ML Configuration
google:
api_key: "your-google-api-key-here"
base_url: "https://generativelanguage.googleapis.com/v1"
timeout: 30
rate_limit: 100
# ElevenLabs Configuration
elevenlabs:
api_key: "your-elevenlabs-api-key-here"
base_url: "https://api.elevenlabs.io/v1"
timeout: 60
rate_limit: 100
# Modal Configuration
modal:
api_key: "your-modal-api-key-here"
base_url: "https://modal.com/api"
timeout: 30
rate_limit: 100
```
### Test Configuration
Customize test behavior:
```yaml
test_config:
# Minimum success rate to consider tests passing (percentage)
success_rate_threshold: 80
# Timeout for individual requests (seconds)
request_timeout: 30
# Maximum retries for failed requests
max_retries: 3
# Performance thresholds (in milliseconds)
performance_thresholds:
openai_text_generation: 5000
google_text_generation: 5000
elevenlabs_tts: 10000
modal_execution: 30000
```
## Test Categories
### OpenAI Tests
- **Connection Test**: Validates API connectivity and authentication
- **Text Generation Test**: Tests GPT models with sample prompts
- **Batch Processing Test**: Validates multiple concurrent requests
### Google ML Tests
- **Connection Test**: Validates Google Generative AI API access
- **Text Generation Test**: Tests various Google AI models
### ElevenLabs Tests
- **Connection Test**: Validates voice API connectivity
- **Text-to-Speech Test**: Tests audio generation capabilities
- **Voice Cloning Test**: Validates custom voice functionality
### Modal Tests
- **Connection Test**: Validates Modal platform access
- **Function Deployment Test**: Tests serverless function deployment
## Usage Examples
### Basic Usage
```bash
# Run all tests with default settings
python test_runner.py
# Run only OpenAI tests
python test_runner.py --test openai
# Run with custom config and output file
python test_runner.py --config production_config.yaml --output results_production.json
```
### CI/CD Integration
```bash
# Use in automated pipelines
python test_runner.py --config ci_config.yaml --output ci_results.json
# Check for configuration errors
python test_runner.py --validate-only
```
### Performance Monitoring
```bash
# Run all tests and save detailed results
python test_runner.py --output performance_report_$(date +%Y%m%d).json
# Run specific performance tests
python test_runner.py --test elevenlabs
```
## Results Format
Test results are saved in JSON format with the following structure:
```json
{
"summary": {
"timestamp": "2025-11-30T09:49:17.197Z",
"total_tests": 12,
"passed_tests": 11,
"failed_tests": 1,
"success_rate": 91.7,
"total_duration": 45.23,
"api_availability": {
"openai": true,
"google": true,
"elevenlabs": true,
"modal": true
}
},
"test_results": {
"openai_connection": {
"success": true,
"duration": 1.23,
"message": "Connection successful"
},
"openai_text_generation": {
"success": true,
"duration": 2.45,
"message": "Text generation successful",
"performance_score": 85
}
},
"performance_metrics": {
"average_response_time": 2.1,
"success_rate": 91.7,
"api_uptime": 100.0
}
}
```
## Interpreting Results
### Success Indicators
- **Success Rate**: Aim for >80% for production readiness
- **Response Time**: Should be within configured thresholds
- **API Availability**: All APIs should be accessible
### Performance Thresholds
- **OpenAI Text Generation**: <5 seconds
- **Google Text Generation**: <5 seconds
- **ElevenLabs TTS**: <10 seconds
- **Modal Execution**: <30 seconds
### Troubleshooting
#### Common Issues
**1. API Key Errors**
```bash
# Check configuration
python test_runner.py --validate-only
# Verify keys in configuration file
cat api_test_config.yaml | grep api_key
```
**2. Network Connectivity**
```bash
# Test individual API connectivity
python test_runner.py --test openai
# Check internet connection
ping api.openai.com
```
**3. Rate Limiting**
- Reduce `rate_limit` in configuration
- Implement exponential backoff
- Monitor API usage quotas
**4. Performance Issues**
- Check network latency
- Verify API service status
- Review configuration timeouts
## Best Practices
### Security
- Never commit API keys to version control
- Use environment variables for sensitive data
- Regularly rotate API keys
- Monitor API usage for anomalies
### Monitoring
- Run tests regularly (daily/weekly)
- Track performance trends over time
- Set up alerts for test failures
- Monitor API rate limits and quotas
### CI/CD Integration
```bash
# In your CI pipeline
- name: API Tests
run: |
python test_runner.py --config ci_config.yaml --output test_results.json
if [ $(jq '.summary.success_rate' test_results.json) -lt 80 ]; then
echo "API tests failed"
exit 1
fi
```
## Advanced Usage
### Custom Test Cases
Extend the test suite by adding custom test methods in `api_test_suite.py`:
```python
def test_custom_functionality(self):
"""Test custom API functionality"""
try:
# Your custom test logic here
result = self.make_request("your_custom_endpoint")
return {
'success': True,
'duration': result['duration'],
'message': 'Custom test passed'
}
except Exception as e:
return {
'success': False,
'error': str(e),
'duration': 0
}
```
### Performance Monitoring
Track API performance over time:
```python
# Add to your monitoring script
import json
from datetime import datetime
def track_performance(results_file):
with open(results_file, 'r') as f:
results = json.load(f)
metrics = {
'timestamp': datetime.now().isoformat(),
'success_rate': results['summary']['success_rate'],
'avg_response_time': results['performance_metrics']['average_response_time']
}
# Save to performance database
save_metrics(metrics)
```
## Support
For issues or questions:
1. Check the troubleshooting section above
2. Review API service status pages
3. Validate your configuration using `--validate-only`
4. Run individual tests to isolate problems
---
**Last Updated**: November 30, 2025
**Version**: 1.0.0
**Compatibility**: Python 3.8+ |