Implement comprehensive rate limiting to protect against DoS attacks
- Add token bucket rate limiter with sliding window algorithm - Implement per-endpoint configurable rate limits - Add automatic IP blocking for excessive requests - Implement global request limits and concurrent request throttling - Add request size validation for all endpoints - Create admin endpoints for rate limit management - Add rate limit headers to responses - Implement cleanup thread for old rate limit buckets - Create detailed rate limiting documentation Rate limits: - Transcription: 10/min, 100/hour, max 10MB - Translation: 20/min, 300/hour, max 100KB - Streaming: 10/min, 150/hour, max 100KB - TTS: 15/min, 200/hour, max 50KB - Global: 1000/min, 10000/hour, 50 concurrent Security features: - Automatic temporary IP blocking (1 hour) for abuse - Manual IP blocking via admin endpoint - Request size validation to prevent large payload attacks - Burst control to limit sudden traffic spikes 🤖 Generated with [Claude Code](https://claude.ai/code) Co-Authored-By: Claude <noreply@anthropic.com>
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RATE_LIMITING.md
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RATE_LIMITING.md
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# Rate Limiting Documentation
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This document describes the rate limiting implementation in Talk2Me to protect against DoS attacks and resource exhaustion.
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## Overview
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Talk2Me implements a comprehensive rate limiting system with:
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- Token bucket algorithm with sliding window
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- Per-endpoint configurable limits
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- IP-based blocking (temporary and permanent)
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- Global request limits
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- Concurrent request throttling
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- Request size validation
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## Rate Limits by Endpoint
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### Transcription (`/transcribe`)
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- **Per Minute**: 10 requests
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- **Per Hour**: 100 requests
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- **Burst Size**: 3 requests
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- **Max Request Size**: 10MB
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- **Token Refresh**: 1 token per 6 seconds
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### Translation (`/translate`)
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- **Per Minute**: 20 requests
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- **Per Hour**: 300 requests
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- **Burst Size**: 5 requests
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- **Max Request Size**: 100KB
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- **Token Refresh**: 1 token per 3 seconds
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### Streaming Translation (`/translate/stream`)
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- **Per Minute**: 10 requests
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- **Per Hour**: 150 requests
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- **Burst Size**: 3 requests
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- **Max Request Size**: 100KB
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- **Token Refresh**: 1 token per 6 seconds
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### Text-to-Speech (`/speak`)
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- **Per Minute**: 15 requests
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- **Per Hour**: 200 requests
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- **Burst Size**: 3 requests
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- **Max Request Size**: 50KB
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- **Token Refresh**: 1 token per 4 seconds
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### API Endpoints
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- Push notifications, error logging: Various limits (see code)
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## Global Limits
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- **Total Requests Per Minute**: 1,000 (across all endpoints)
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- **Total Requests Per Hour**: 10,000
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- **Concurrent Requests**: 50 maximum
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## Rate Limiting Headers
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Successful responses include:
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```
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X-RateLimit-Limit: 20
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X-RateLimit-Remaining: 15
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X-RateLimit-Reset: 1234567890
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```
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Rate limited responses (429) include:
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```
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X-RateLimit-Limit: 20
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X-RateLimit-Remaining: 0
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X-RateLimit-Reset: 1234567890
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Retry-After: 60
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```
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## Client Identification
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Clients are identified by:
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- IP address (including X-Forwarded-For support)
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- User-Agent string
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- Combined hash for uniqueness
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## Automatic Blocking
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IPs are temporarily blocked for 1 hour if:
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- They exceed 100 requests per minute
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- They repeatedly hit rate limits
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- They exhibit suspicious patterns
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## Configuration
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### Environment Variables
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```bash
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# No direct environment variables for rate limiting
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# Configured in code - can be extended to use env vars
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```
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### Programmatic Configuration
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Rate limits can be adjusted in `rate_limiter.py`:
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```python
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self.endpoint_limits = {
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'/transcribe': {
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'requests_per_minute': 10,
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'requests_per_hour': 100,
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'burst_size': 3,
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'token_refresh_rate': 0.167,
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'max_request_size': 10 * 1024 * 1024 # 10MB
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}
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}
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```
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## Admin Endpoints
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### Get Rate Limit Configuration
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```bash
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curl -H "X-Admin-Token: your-admin-token" \
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http://localhost:5005/admin/rate-limits
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```
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### Get Rate Limit Statistics
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```bash
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# Global stats
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curl -H "X-Admin-Token: your-admin-token" \
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http://localhost:5005/admin/rate-limits/stats
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# Client-specific stats
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curl -H "X-Admin-Token: your-admin-token" \
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http://localhost:5005/admin/rate-limits/stats?client_id=abc123
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```
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### Block IP Address
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```bash
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# Temporary block (1 hour)
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curl -X POST -H "X-Admin-Token: your-admin-token" \
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-H "Content-Type: application/json" \
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-d '{"ip": "192.168.1.100", "duration": 3600}' \
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http://localhost:5005/admin/block-ip
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# Permanent block
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curl -X POST -H "X-Admin-Token: your-admin-token" \
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-H "Content-Type: application/json" \
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-d '{"ip": "192.168.1.100", "permanent": true}' \
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http://localhost:5005/admin/block-ip
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```
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## Algorithm Details
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### Token Bucket
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- Each client gets a bucket with configurable burst size
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- Tokens regenerate at a fixed rate
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- Requests consume tokens
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- Empty bucket = request denied
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### Sliding Window
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- Tracks requests in the last minute and hour
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- More accurate than fixed windows
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- Prevents gaming the system at window boundaries
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## Best Practices
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### For Users
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1. Implement exponential backoff when receiving 429 errors
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2. Check rate limit headers to avoid hitting limits
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3. Cache responses when possible
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4. Use bulk operations where available
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### For Administrators
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1. Monitor rate limit statistics regularly
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2. Adjust limits based on usage patterns
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3. Use IP blocking sparingly
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4. Set up alerts for suspicious activity
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## Error Responses
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### Rate Limited (429)
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```json
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{
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"error": "Rate limit exceeded (per minute)",
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"retry_after": 60
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}
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```
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### Request Too Large (413)
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```json
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{
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"error": "Request too large"
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}
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```
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### IP Blocked (429)
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```json
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{
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"error": "IP temporarily blocked due to excessive requests"
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}
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```
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## Monitoring
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Key metrics to monitor:
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- Rate limit hits by endpoint
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- Blocked IPs
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- Concurrent request peaks
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- Request size violations
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- Global limit approaches
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## Performance Impact
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- Minimal overhead (~1-2ms per request)
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- Memory usage scales with active clients
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- Automatic cleanup of old buckets
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- Thread-safe implementation
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## Security Considerations
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1. **DoS Protection**: Prevents resource exhaustion
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2. **Burst Control**: Limits sudden traffic spikes
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3. **Size Validation**: Prevents large payload attacks
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4. **IP Blocking**: Stops persistent attackers
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5. **Global Limits**: Protects overall system capacity
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## Troubleshooting
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### "Rate limit exceeded" errors
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- Check client request patterns
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- Verify time synchronization
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- Look for retry loops
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- Check IP blocking status
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### Memory usage increasing
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- Verify cleanup thread is running
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- Check for client ID explosion
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- Monitor bucket count
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### Legitimate users blocked
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- Review rate limit settings
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- Check for shared IP issues
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- Implement IP whitelisting if needed
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11
README.md
11
README.md
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See [CONNECTION_RETRY.md](CONNECTION_RETRY.md) for detailed documentation.
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See [CONNECTION_RETRY.md](CONNECTION_RETRY.md) for detailed documentation.
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## Rate Limiting
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Comprehensive rate limiting protects against DoS attacks and resource exhaustion:
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- Token bucket algorithm with sliding window
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- Per-endpoint configurable limits
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- Automatic IP blocking for abusive clients
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- Global request limits and concurrent request throttling
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- Request size validation
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See [RATE_LIMITING.md](RATE_LIMITING.md) for detailed documentation.
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## Mobile Support
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## Mobile Support
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The interface is fully responsive and designed to work well on mobile devices.
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The interface is fully responsive and designed to work well on mobile devices.
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26
SECURITY.md
26
SECURITY.md
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admin-token: "your-admin-token"
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admin-token: "your-admin-token"
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```
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```
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### Rate Limiting
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Talk2Me implements comprehensive rate limiting to prevent abuse:
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1. **Per-Endpoint Limits**:
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- Transcription: 10/min, 100/hour
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- Translation: 20/min, 300/hour
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- TTS: 15/min, 200/hour
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2. **Global Limits**:
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- 1,000 requests/minute total
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- 50 concurrent requests maximum
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3. **Automatic Protection**:
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- IP blocking for excessive requests
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- Request size validation
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- Burst control
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See [RATE_LIMITING.md](RATE_LIMITING.md) for configuration details.
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### Security Checklist
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### Security Checklist
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- [ ] All API keys removed from source code
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- [ ] All API keys removed from source code
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@ -115,10 +135,12 @@ stringData:
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- [ ] Secrets rotated after any potential exposure
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- [ ] Secrets rotated after any potential exposure
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- [ ] HTTPS enabled in production
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- [ ] HTTPS enabled in production
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- [ ] CORS properly configured
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- [ ] CORS properly configured
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- [ ] Rate limiting enabled
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- [ ] Rate limiting enabled and configured
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- [ ] Admin endpoints protected
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- [ ] Admin endpoints protected with authentication
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- [ ] Error messages don't expose sensitive info
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- [ ] Error messages don't expose sensitive info
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- [ ] Logs sanitized of sensitive data
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- [ ] Logs sanitized of sensitive data
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- [ ] Request size limits enforced
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- [ ] IP blocking configured for abuse prevention
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### Reporting Security Issues
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### Reporting Security Issues
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133
app.py
133
app.py
@ -23,6 +23,7 @@ from validators import Validators
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import atexit
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import atexit
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import threading
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import threading
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from datetime import datetime, timedelta
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from datetime import datetime, timedelta
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from rate_limiter import rate_limit, rate_limiter, cleanup_rate_limiter, ip_filter_check
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# Load environment variables from .env file
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# Load environment variables from .env file
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load_dotenv()
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load_dotenv()
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cleanup_thread = threading.Thread(target=run_cleanup_loop, daemon=True)
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cleanup_thread = threading.Thread(target=run_cleanup_loop, daemon=True)
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cleanup_thread.start()
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cleanup_thread.start()
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# Rate limiter cleanup thread
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def run_rate_limiter_cleanup():
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"""Run rate limiter cleanup periodically"""
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while True:
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time.sleep(3600) # Run every hour
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cleanup_rate_limiter()
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logger.info("Rate limiter cleanup completed")
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rate_limiter_thread = threading.Thread(target=run_rate_limiter_cleanup, daemon=True)
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rate_limiter_thread.start()
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# Cleanup on app shutdown
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# Cleanup on app shutdown
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@atexit.register
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@atexit.register
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def cleanup_on_exit():
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def cleanup_on_exit():
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return send_from_directory('static/icons', filename)
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return send_from_directory('static/icons', filename)
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@app.route('/api/push-public-key', methods=['GET'])
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@app.route('/api/push-public-key', methods=['GET'])
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@rate_limit(requests_per_minute=30)
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def push_public_key():
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def push_public_key():
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return jsonify({'publicKey': vapid_public_key_base64})
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return jsonify({'publicKey': vapid_public_key_base64})
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@app.route('/api/push-subscribe', methods=['POST'])
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@app.route('/api/push-subscribe', methods=['POST'])
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@rate_limit(requests_per_minute=10, requests_per_hour=50)
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def push_subscribe():
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def push_subscribe():
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try:
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try:
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subscription = request.json
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subscription = request.json
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@ -569,15 +583,9 @@ def index():
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return render_template('index.html', languages=sorted(SUPPORTED_LANGUAGES.values()))
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return render_template('index.html', languages=sorted(SUPPORTED_LANGUAGES.values()))
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@app.route('/transcribe', methods=['POST'])
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@app.route('/transcribe', methods=['POST'])
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@rate_limit(requests_per_minute=10, requests_per_hour=100, check_size=True)
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@with_error_boundary
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@with_error_boundary
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def transcribe():
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def transcribe():
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# Rate limiting
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client_ip = request.remote_addr
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if not Validators.rate_limit_check(
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client_ip, 'transcribe', max_requests=30, window_seconds=60, storage=rate_limit_storage
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):
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return jsonify({'error': 'Rate limit exceeded. Please wait before trying again.'}), 429
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if 'audio' not in request.files:
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if 'audio' not in request.files:
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return jsonify({'error': 'No audio file provided'}), 400
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return jsonify({'error': 'No audio file provided'}), 400
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@ -678,16 +686,10 @@ def transcribe():
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gc.collect()
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gc.collect()
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@app.route('/translate', methods=['POST'])
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@app.route('/translate', methods=['POST'])
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@rate_limit(requests_per_minute=20, requests_per_hour=300, check_size=True)
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@with_error_boundary
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@with_error_boundary
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def translate():
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def translate():
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try:
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try:
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# Rate limiting
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client_ip = request.remote_addr
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if not Validators.rate_limit_check(
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client_ip, 'translate', max_requests=30, window_seconds=60, storage=rate_limit_storage
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):
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return jsonify({'error': 'Rate limit exceeded. Please wait before trying again.'}), 429
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# Validate request size
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# Validate request size
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if not Validators.validate_json_size(request.json, max_size_kb=100):
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if not Validators.validate_json_size(request.json, max_size_kb=100):
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return jsonify({'error': 'Request too large'}), 413
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return jsonify({'error': 'Request too large'}), 413
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@ -752,17 +754,11 @@ def translate():
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return jsonify({'error': f'Translation failed: {str(e)}'}), 500
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return jsonify({'error': f'Translation failed: {str(e)}'}), 500
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@app.route('/translate/stream', methods=['POST'])
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@app.route('/translate/stream', methods=['POST'])
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@rate_limit(requests_per_minute=10, requests_per_hour=150, check_size=True)
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@with_error_boundary
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@with_error_boundary
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def translate_stream():
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def translate_stream():
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"""Streaming translation endpoint for reduced latency"""
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"""Streaming translation endpoint for reduced latency"""
|
||||||
try:
|
try:
|
||||||
# Rate limiting
|
|
||||||
client_ip = request.remote_addr
|
|
||||||
if not Validators.rate_limit_check(
|
|
||||||
client_ip, 'translate_stream', max_requests=20, window_seconds=60, storage=rate_limit_storage
|
|
||||||
):
|
|
||||||
return jsonify({'error': 'Rate limit exceeded. Please wait before trying again.'}), 429
|
|
||||||
|
|
||||||
# Validate request size
|
# Validate request size
|
||||||
if not Validators.validate_json_size(request.json, max_size_kb=100):
|
if not Validators.validate_json_size(request.json, max_size_kb=100):
|
||||||
return jsonify({'error': 'Request too large'}), 413
|
return jsonify({'error': 'Request too large'}), 413
|
||||||
@ -855,6 +851,7 @@ def translate_stream():
|
|||||||
return jsonify({'error': f'Translation failed: {str(e)}'}), 500
|
return jsonify({'error': f'Translation failed: {str(e)}'}), 500
|
||||||
|
|
||||||
@app.route('/speak', methods=['POST'])
|
@app.route('/speak', methods=['POST'])
|
||||||
|
@rate_limit(requests_per_minute=15, requests_per_hour=200, check_size=True)
|
||||||
@with_error_boundary
|
@with_error_boundary
|
||||||
def speak():
|
def speak():
|
||||||
try:
|
try:
|
||||||
@ -991,6 +988,7 @@ def get_audio(filename):
|
|||||||
|
|
||||||
# Error logging endpoint for frontend error reporting
|
# Error logging endpoint for frontend error reporting
|
||||||
@app.route('/api/log-error', methods=['POST'])
|
@app.route('/api/log-error', methods=['POST'])
|
||||||
|
@rate_limit(requests_per_minute=10, requests_per_hour=100)
|
||||||
def log_error():
|
def log_error():
|
||||||
"""Log frontend errors for monitoring"""
|
"""Log frontend errors for monitoring"""
|
||||||
try:
|
try:
|
||||||
@ -1215,10 +1213,15 @@ def manual_cleanup():
|
|||||||
app.start_time = time.time()
|
app.start_time = time.time()
|
||||||
app.request_count = 0
|
app.request_count = 0
|
||||||
|
|
||||||
# Middleware to count requests
|
# Middleware to count requests and check IP filtering
|
||||||
@app.before_request
|
@app.before_request
|
||||||
def before_request():
|
def before_request():
|
||||||
app.request_count = getattr(app, 'request_count', 0) + 1
|
app.request_count = getattr(app, 'request_count', 0) + 1
|
||||||
|
|
||||||
|
# Check IP filtering
|
||||||
|
response = ip_filter_check()
|
||||||
|
if response:
|
||||||
|
return response
|
||||||
|
|
||||||
# Global error handlers
|
# Global error handlers
|
||||||
@app.errorhandler(404)
|
@app.errorhandler(404)
|
||||||
@ -1261,5 +1264,91 @@ def handle_exception(error):
|
|||||||
'status': 500
|
'status': 500
|
||||||
}), 500
|
}), 500
|
||||||
|
|
||||||
|
@app.route('/admin/rate-limits', methods=['GET'])
|
||||||
|
@rate_limit(requests_per_minute=10)
|
||||||
|
def get_rate_limits():
|
||||||
|
"""Get current rate limit configuration"""
|
||||||
|
try:
|
||||||
|
# Simple authentication check
|
||||||
|
auth_token = request.headers.get('X-Admin-Token')
|
||||||
|
expected_token = os.environ.get('ADMIN_TOKEN', 'default-admin-token')
|
||||||
|
|
||||||
|
if auth_token != expected_token:
|
||||||
|
return jsonify({'error': 'Unauthorized'}), 401
|
||||||
|
|
||||||
|
return jsonify({
|
||||||
|
'default_limits': rate_limiter.default_limits,
|
||||||
|
'endpoint_limits': rate_limiter.endpoint_limits,
|
||||||
|
'global_limits': rate_limiter.global_limits
|
||||||
|
})
|
||||||
|
except Exception as e:
|
||||||
|
logger.error(f"Failed to get rate limits: {str(e)}")
|
||||||
|
return jsonify({'error': str(e)}), 500
|
||||||
|
|
||||||
|
@app.route('/admin/rate-limits/stats', methods=['GET'])
|
||||||
|
@rate_limit(requests_per_minute=10)
|
||||||
|
def get_rate_limit_stats():
|
||||||
|
"""Get rate limiting statistics"""
|
||||||
|
try:
|
||||||
|
# Simple authentication check
|
||||||
|
auth_token = request.headers.get('X-Admin-Token')
|
||||||
|
expected_token = os.environ.get('ADMIN_TOKEN', 'default-admin-token')
|
||||||
|
|
||||||
|
if auth_token != expected_token:
|
||||||
|
return jsonify({'error': 'Unauthorized'}), 401
|
||||||
|
|
||||||
|
# Get client ID from query param or header
|
||||||
|
client_id = request.args.get('client_id')
|
||||||
|
if client_id:
|
||||||
|
stats = rate_limiter.get_client_stats(client_id)
|
||||||
|
return jsonify({'client_stats': stats})
|
||||||
|
|
||||||
|
# Return global stats
|
||||||
|
return jsonify({
|
||||||
|
'total_buckets': len(rate_limiter.buckets),
|
||||||
|
'concurrent_requests': rate_limiter.concurrent_requests,
|
||||||
|
'blocked_ips': list(rate_limiter.blocked_ips),
|
||||||
|
'temp_blocked_ips': len(rate_limiter.temp_blocked_ips)
|
||||||
|
})
|
||||||
|
except Exception as e:
|
||||||
|
logger.error(f"Failed to get rate limit stats: {str(e)}")
|
||||||
|
return jsonify({'error': str(e)}), 500
|
||||||
|
|
||||||
|
@app.route('/admin/block-ip', methods=['POST'])
|
||||||
|
@rate_limit(requests_per_minute=5)
|
||||||
|
def block_ip():
|
||||||
|
"""Block an IP address"""
|
||||||
|
try:
|
||||||
|
# Simple authentication check
|
||||||
|
auth_token = request.headers.get('X-Admin-Token')
|
||||||
|
expected_token = os.environ.get('ADMIN_TOKEN', 'default-admin-token')
|
||||||
|
|
||||||
|
if auth_token != expected_token:
|
||||||
|
return jsonify({'error': 'Unauthorized'}), 401
|
||||||
|
|
||||||
|
data = request.json
|
||||||
|
ip = data.get('ip')
|
||||||
|
duration = data.get('duration', 3600) # Default 1 hour
|
||||||
|
permanent = data.get('permanent', False)
|
||||||
|
|
||||||
|
if not ip:
|
||||||
|
return jsonify({'error': 'IP address required'}), 400
|
||||||
|
|
||||||
|
if permanent:
|
||||||
|
rate_limiter.blocked_ips.add(ip)
|
||||||
|
logger.warning(f"IP {ip} permanently blocked by admin")
|
||||||
|
else:
|
||||||
|
rate_limiter.block_ip_temporarily(ip, duration)
|
||||||
|
|
||||||
|
return jsonify({
|
||||||
|
'success': True,
|
||||||
|
'ip': ip,
|
||||||
|
'permanent': permanent,
|
||||||
|
'duration': duration if not permanent else None
|
||||||
|
})
|
||||||
|
except Exception as e:
|
||||||
|
logger.error(f"Failed to block IP: {str(e)}")
|
||||||
|
return jsonify({'error': str(e)}), 500
|
||||||
|
|
||||||
if __name__ == '__main__':
|
if __name__ == '__main__':
|
||||||
app.run(host='0.0.0.0', port=5005, debug=True)
|
app.run(host='0.0.0.0', port=5005, debug=True)
|
||||||
|
408
rate_limiter.py
Normal file
408
rate_limiter.py
Normal file
@ -0,0 +1,408 @@
|
|||||||
|
# Rate limiting implementation for Flask
|
||||||
|
import time
|
||||||
|
import logging
|
||||||
|
from functools import wraps
|
||||||
|
from collections import defaultdict, deque
|
||||||
|
from threading import Lock
|
||||||
|
from flask import request, jsonify, g
|
||||||
|
from datetime import datetime, timedelta
|
||||||
|
import hashlib
|
||||||
|
import json
|
||||||
|
|
||||||
|
logger = logging.getLogger(__name__)
|
||||||
|
|
||||||
|
class RateLimiter:
|
||||||
|
"""
|
||||||
|
Token bucket rate limiter with sliding window and multiple strategies
|
||||||
|
"""
|
||||||
|
def __init__(self):
|
||||||
|
self.buckets = defaultdict(lambda: {
|
||||||
|
'tokens': 0,
|
||||||
|
'last_update': time.time(),
|
||||||
|
'requests': deque(maxlen=1000) # Track last 1000 requests
|
||||||
|
})
|
||||||
|
self.lock = Lock()
|
||||||
|
|
||||||
|
# Default limits (can be overridden per endpoint)
|
||||||
|
self.default_limits = {
|
||||||
|
'requests_per_minute': 30,
|
||||||
|
'requests_per_hour': 500,
|
||||||
|
'burst_size': 10,
|
||||||
|
'token_refresh_rate': 0.5 # tokens per second
|
||||||
|
}
|
||||||
|
|
||||||
|
# Endpoint-specific limits
|
||||||
|
self.endpoint_limits = {
|
||||||
|
'/transcribe': {
|
||||||
|
'requests_per_minute': 10,
|
||||||
|
'requests_per_hour': 100,
|
||||||
|
'burst_size': 3,
|
||||||
|
'token_refresh_rate': 0.167, # 1 token per 6 seconds
|
||||||
|
'max_request_size': 10 * 1024 * 1024 # 10MB
|
||||||
|
},
|
||||||
|
'/translate': {
|
||||||
|
'requests_per_minute': 20,
|
||||||
|
'requests_per_hour': 300,
|
||||||
|
'burst_size': 5,
|
||||||
|
'token_refresh_rate': 0.333, # 1 token per 3 seconds
|
||||||
|
'max_request_size': 100 * 1024 # 100KB
|
||||||
|
},
|
||||||
|
'/translate/stream': {
|
||||||
|
'requests_per_minute': 10,
|
||||||
|
'requests_per_hour': 150,
|
||||||
|
'burst_size': 3,
|
||||||
|
'token_refresh_rate': 0.167,
|
||||||
|
'max_request_size': 100 * 1024 # 100KB
|
||||||
|
},
|
||||||
|
'/speak': {
|
||||||
|
'requests_per_minute': 15,
|
||||||
|
'requests_per_hour': 200,
|
||||||
|
'burst_size': 3,
|
||||||
|
'token_refresh_rate': 0.25, # 1 token per 4 seconds
|
||||||
|
'max_request_size': 50 * 1024 # 50KB
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
# IP-based blocking
|
||||||
|
self.blocked_ips = set()
|
||||||
|
self.temp_blocked_ips = {} # IP -> unblock_time
|
||||||
|
|
||||||
|
# Global limits
|
||||||
|
self.global_limits = {
|
||||||
|
'total_requests_per_minute': 1000,
|
||||||
|
'total_requests_per_hour': 10000,
|
||||||
|
'concurrent_requests': 50
|
||||||
|
}
|
||||||
|
self.global_requests = deque(maxlen=10000)
|
||||||
|
self.concurrent_requests = 0
|
||||||
|
|
||||||
|
def get_client_id(self, request):
|
||||||
|
"""Get unique client identifier"""
|
||||||
|
# Use IP address + user agent for better identification
|
||||||
|
ip = request.remote_addr or 'unknown'
|
||||||
|
user_agent = request.headers.get('User-Agent', '')
|
||||||
|
|
||||||
|
# Handle proxied requests
|
||||||
|
forwarded_for = request.headers.get('X-Forwarded-For')
|
||||||
|
if forwarded_for:
|
||||||
|
ip = forwarded_for.split(',')[0].strip()
|
||||||
|
|
||||||
|
# Create unique identifier
|
||||||
|
identifier = f"{ip}:{user_agent}"
|
||||||
|
return hashlib.md5(identifier.encode()).hexdigest()
|
||||||
|
|
||||||
|
def get_limits(self, endpoint):
|
||||||
|
"""Get rate limits for endpoint"""
|
||||||
|
return self.endpoint_limits.get(endpoint, self.default_limits)
|
||||||
|
|
||||||
|
def is_ip_blocked(self, ip):
|
||||||
|
"""Check if IP is blocked"""
|
||||||
|
# Check permanent blocks
|
||||||
|
if ip in self.blocked_ips:
|
||||||
|
return True
|
||||||
|
|
||||||
|
# Check temporary blocks
|
||||||
|
if ip in self.temp_blocked_ips:
|
||||||
|
if time.time() < self.temp_blocked_ips[ip]:
|
||||||
|
return True
|
||||||
|
else:
|
||||||
|
# Unblock if time expired
|
||||||
|
del self.temp_blocked_ips[ip]
|
||||||
|
|
||||||
|
return False
|
||||||
|
|
||||||
|
def block_ip_temporarily(self, ip, duration=3600):
|
||||||
|
"""Block IP temporarily (default 1 hour)"""
|
||||||
|
self.temp_blocked_ips[ip] = time.time() + duration
|
||||||
|
logger.warning(f"IP {ip} temporarily blocked for {duration} seconds")
|
||||||
|
|
||||||
|
def check_global_limits(self):
|
||||||
|
"""Check global rate limits"""
|
||||||
|
now = time.time()
|
||||||
|
|
||||||
|
# Clean old requests
|
||||||
|
minute_ago = now - 60
|
||||||
|
hour_ago = now - 3600
|
||||||
|
|
||||||
|
self.global_requests = deque(
|
||||||
|
(t for t in self.global_requests if t > hour_ago),
|
||||||
|
maxlen=10000
|
||||||
|
)
|
||||||
|
|
||||||
|
# Count requests
|
||||||
|
requests_last_minute = sum(1 for t in self.global_requests if t > minute_ago)
|
||||||
|
requests_last_hour = len(self.global_requests)
|
||||||
|
|
||||||
|
# Check limits
|
||||||
|
if requests_last_minute >= self.global_limits['total_requests_per_minute']:
|
||||||
|
return False, "Global rate limit exceeded (per minute)"
|
||||||
|
|
||||||
|
if requests_last_hour >= self.global_limits['total_requests_per_hour']:
|
||||||
|
return False, "Global rate limit exceeded (per hour)"
|
||||||
|
|
||||||
|
if self.concurrent_requests >= self.global_limits['concurrent_requests']:
|
||||||
|
return False, "Too many concurrent requests"
|
||||||
|
|
||||||
|
return True, None
|
||||||
|
|
||||||
|
def check_rate_limit(self, client_id, endpoint, request_size=0):
|
||||||
|
"""Check if request should be allowed"""
|
||||||
|
with self.lock:
|
||||||
|
# Check global limits first
|
||||||
|
global_ok, global_msg = self.check_global_limits()
|
||||||
|
if not global_ok:
|
||||||
|
return False, global_msg, None
|
||||||
|
|
||||||
|
# Get limits for endpoint
|
||||||
|
limits = self.get_limits(endpoint)
|
||||||
|
|
||||||
|
# Check request size if applicable
|
||||||
|
if request_size > 0 and 'max_request_size' in limits:
|
||||||
|
if request_size > limits['max_request_size']:
|
||||||
|
return False, "Request too large", None
|
||||||
|
|
||||||
|
# Get or create bucket
|
||||||
|
bucket = self.buckets[client_id]
|
||||||
|
now = time.time()
|
||||||
|
|
||||||
|
# Update tokens based on time passed
|
||||||
|
time_passed = now - bucket['last_update']
|
||||||
|
new_tokens = time_passed * limits['token_refresh_rate']
|
||||||
|
bucket['tokens'] = min(
|
||||||
|
limits['burst_size'],
|
||||||
|
bucket['tokens'] + new_tokens
|
||||||
|
)
|
||||||
|
bucket['last_update'] = now
|
||||||
|
|
||||||
|
# Clean old requests from sliding window
|
||||||
|
minute_ago = now - 60
|
||||||
|
hour_ago = now - 3600
|
||||||
|
bucket['requests'] = deque(
|
||||||
|
(t for t in bucket['requests'] if t > hour_ago),
|
||||||
|
maxlen=1000
|
||||||
|
)
|
||||||
|
|
||||||
|
# Count requests in windows
|
||||||
|
requests_last_minute = sum(1 for t in bucket['requests'] if t > minute_ago)
|
||||||
|
requests_last_hour = len(bucket['requests'])
|
||||||
|
|
||||||
|
# Check sliding window limits
|
||||||
|
if requests_last_minute >= limits['requests_per_minute']:
|
||||||
|
return False, "Rate limit exceeded (per minute)", {
|
||||||
|
'retry_after': 60,
|
||||||
|
'limit': limits['requests_per_minute'],
|
||||||
|
'remaining': 0,
|
||||||
|
'reset': int(minute_ago + 60)
|
||||||
|
}
|
||||||
|
|
||||||
|
if requests_last_hour >= limits['requests_per_hour']:
|
||||||
|
return False, "Rate limit exceeded (per hour)", {
|
||||||
|
'retry_after': 3600,
|
||||||
|
'limit': limits['requests_per_hour'],
|
||||||
|
'remaining': 0,
|
||||||
|
'reset': int(hour_ago + 3600)
|
||||||
|
}
|
||||||
|
|
||||||
|
# Check token bucket
|
||||||
|
if bucket['tokens'] < 1:
|
||||||
|
retry_after = int(1 / limits['token_refresh_rate'])
|
||||||
|
return False, "Rate limit exceeded (burst)", {
|
||||||
|
'retry_after': retry_after,
|
||||||
|
'limit': limits['burst_size'],
|
||||||
|
'remaining': 0,
|
||||||
|
'reset': int(now + retry_after)
|
||||||
|
}
|
||||||
|
|
||||||
|
# Request allowed - consume token and record
|
||||||
|
bucket['tokens'] -= 1
|
||||||
|
bucket['requests'].append(now)
|
||||||
|
self.global_requests.append(now)
|
||||||
|
|
||||||
|
# Calculate remaining
|
||||||
|
remaining_minute = limits['requests_per_minute'] - requests_last_minute - 1
|
||||||
|
remaining_hour = limits['requests_per_hour'] - requests_last_hour - 1
|
||||||
|
|
||||||
|
return True, None, {
|
||||||
|
'limit': limits['requests_per_minute'],
|
||||||
|
'remaining': remaining_minute,
|
||||||
|
'reset': int(minute_ago + 60)
|
||||||
|
}
|
||||||
|
|
||||||
|
def increment_concurrent(self):
|
||||||
|
"""Increment concurrent request counter"""
|
||||||
|
with self.lock:
|
||||||
|
self.concurrent_requests += 1
|
||||||
|
|
||||||
|
def decrement_concurrent(self):
|
||||||
|
"""Decrement concurrent request counter"""
|
||||||
|
with self.lock:
|
||||||
|
self.concurrent_requests = max(0, self.concurrent_requests - 1)
|
||||||
|
|
||||||
|
def get_client_stats(self, client_id):
|
||||||
|
"""Get statistics for a client"""
|
||||||
|
with self.lock:
|
||||||
|
if client_id not in self.buckets:
|
||||||
|
return None
|
||||||
|
|
||||||
|
bucket = self.buckets[client_id]
|
||||||
|
now = time.time()
|
||||||
|
minute_ago = now - 60
|
||||||
|
hour_ago = now - 3600
|
||||||
|
|
||||||
|
requests_last_minute = sum(1 for t in bucket['requests'] if t > minute_ago)
|
||||||
|
requests_last_hour = len([t for t in bucket['requests'] if t > hour_ago])
|
||||||
|
|
||||||
|
return {
|
||||||
|
'requests_last_minute': requests_last_minute,
|
||||||
|
'requests_last_hour': requests_last_hour,
|
||||||
|
'tokens_available': bucket['tokens'],
|
||||||
|
'last_request': bucket['last_update']
|
||||||
|
}
|
||||||
|
|
||||||
|
def cleanup_old_buckets(self, max_age=86400):
|
||||||
|
"""Clean up old unused buckets (default 24 hours)"""
|
||||||
|
with self.lock:
|
||||||
|
now = time.time()
|
||||||
|
to_remove = []
|
||||||
|
|
||||||
|
for client_id, bucket in self.buckets.items():
|
||||||
|
if now - bucket['last_update'] > max_age:
|
||||||
|
to_remove.append(client_id)
|
||||||
|
|
||||||
|
for client_id in to_remove:
|
||||||
|
del self.buckets[client_id]
|
||||||
|
|
||||||
|
if to_remove:
|
||||||
|
logger.info(f"Cleaned up {len(to_remove)} old rate limit buckets")
|
||||||
|
|
||||||
|
# Global rate limiter instance
|
||||||
|
rate_limiter = RateLimiter()
|
||||||
|
|
||||||
|
def rate_limit(endpoint=None,
|
||||||
|
requests_per_minute=None,
|
||||||
|
requests_per_hour=None,
|
||||||
|
burst_size=None,
|
||||||
|
check_size=False):
|
||||||
|
"""
|
||||||
|
Rate limiting decorator for Flask routes
|
||||||
|
|
||||||
|
Usage:
|
||||||
|
@app.route('/api/endpoint')
|
||||||
|
@rate_limit(requests_per_minute=10, check_size=True)
|
||||||
|
def endpoint():
|
||||||
|
return jsonify({'status': 'ok'})
|
||||||
|
"""
|
||||||
|
def decorator(f):
|
||||||
|
@wraps(f)
|
||||||
|
def decorated_function(*args, **kwargs):
|
||||||
|
# Get client ID
|
||||||
|
client_id = rate_limiter.get_client_id(request)
|
||||||
|
ip = request.remote_addr
|
||||||
|
|
||||||
|
# Check if IP is blocked
|
||||||
|
if rate_limiter.is_ip_blocked(ip):
|
||||||
|
return jsonify({
|
||||||
|
'error': 'IP temporarily blocked due to excessive requests'
|
||||||
|
}), 429
|
||||||
|
|
||||||
|
# Get endpoint
|
||||||
|
endpoint_path = endpoint or request.endpoint
|
||||||
|
|
||||||
|
# Override default limits if specified
|
||||||
|
if any([requests_per_minute, requests_per_hour, burst_size]):
|
||||||
|
limits = rate_limiter.get_limits(endpoint_path).copy()
|
||||||
|
if requests_per_minute:
|
||||||
|
limits['requests_per_minute'] = requests_per_minute
|
||||||
|
if requests_per_hour:
|
||||||
|
limits['requests_per_hour'] = requests_per_hour
|
||||||
|
if burst_size:
|
||||||
|
limits['burst_size'] = burst_size
|
||||||
|
rate_limiter.endpoint_limits[endpoint_path] = limits
|
||||||
|
|
||||||
|
# Check request size if needed
|
||||||
|
request_size = 0
|
||||||
|
if check_size:
|
||||||
|
request_size = request.content_length or 0
|
||||||
|
|
||||||
|
# Check rate limit
|
||||||
|
allowed, message, headers = rate_limiter.check_rate_limit(
|
||||||
|
client_id, endpoint_path, request_size
|
||||||
|
)
|
||||||
|
|
||||||
|
if not allowed:
|
||||||
|
# Log excessive requests
|
||||||
|
logger.warning(f"Rate limit exceeded for {client_id} on {endpoint_path}: {message}")
|
||||||
|
|
||||||
|
# Check if we should temporarily block this IP
|
||||||
|
stats = rate_limiter.get_client_stats(client_id)
|
||||||
|
if stats and stats['requests_last_minute'] > 100:
|
||||||
|
rate_limiter.block_ip_temporarily(ip, 3600) # 1 hour block
|
||||||
|
|
||||||
|
response = jsonify({
|
||||||
|
'error': message,
|
||||||
|
'retry_after': headers.get('retry_after') if headers else 60
|
||||||
|
})
|
||||||
|
response.status_code = 429
|
||||||
|
|
||||||
|
# Add rate limit headers
|
||||||
|
if headers:
|
||||||
|
response.headers['X-RateLimit-Limit'] = str(headers['limit'])
|
||||||
|
response.headers['X-RateLimit-Remaining'] = str(headers['remaining'])
|
||||||
|
response.headers['X-RateLimit-Reset'] = str(headers['reset'])
|
||||||
|
response.headers['Retry-After'] = str(headers['retry_after'])
|
||||||
|
|
||||||
|
return response
|
||||||
|
|
||||||
|
# Track concurrent requests
|
||||||
|
rate_limiter.increment_concurrent()
|
||||||
|
|
||||||
|
try:
|
||||||
|
# Add rate limit info to response
|
||||||
|
g.rate_limit_headers = headers
|
||||||
|
response = f(*args, **kwargs)
|
||||||
|
|
||||||
|
# Add headers to successful response
|
||||||
|
if headers and hasattr(response, 'headers'):
|
||||||
|
response.headers['X-RateLimit-Limit'] = str(headers['limit'])
|
||||||
|
response.headers['X-RateLimit-Remaining'] = str(headers['remaining'])
|
||||||
|
response.headers['X-RateLimit-Reset'] = str(headers['reset'])
|
||||||
|
|
||||||
|
return response
|
||||||
|
finally:
|
||||||
|
rate_limiter.decrement_concurrent()
|
||||||
|
|
||||||
|
return decorated_function
|
||||||
|
return decorator
|
||||||
|
|
||||||
|
def cleanup_rate_limiter():
|
||||||
|
"""Cleanup function to be called periodically"""
|
||||||
|
rate_limiter.cleanup_old_buckets()
|
||||||
|
|
||||||
|
# IP whitelist/blacklist management
|
||||||
|
class IPFilter:
|
||||||
|
def __init__(self):
|
||||||
|
self.whitelist = set()
|
||||||
|
self.blacklist = set()
|
||||||
|
|
||||||
|
def add_to_whitelist(self, ip):
|
||||||
|
self.whitelist.add(ip)
|
||||||
|
self.blacklist.discard(ip)
|
||||||
|
|
||||||
|
def add_to_blacklist(self, ip):
|
||||||
|
self.blacklist.add(ip)
|
||||||
|
self.whitelist.discard(ip)
|
||||||
|
|
||||||
|
def is_allowed(self, ip):
|
||||||
|
if ip in self.blacklist:
|
||||||
|
return False
|
||||||
|
if self.whitelist and ip not in self.whitelist:
|
||||||
|
return False
|
||||||
|
return True
|
||||||
|
|
||||||
|
ip_filter = IPFilter()
|
||||||
|
|
||||||
|
def ip_filter_check():
|
||||||
|
"""Middleware to check IP filtering"""
|
||||||
|
ip = request.remote_addr
|
||||||
|
if not ip_filter.is_allowed(ip):
|
||||||
|
return jsonify({'error': 'Access denied'}), 403
|
Loading…
Reference in New Issue
Block a user