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mleku
88b0509ad8
Implement PID-controlled adaptive rate limiting for database operations
- Add LoadMonitor interface in pkg/interfaces/loadmonitor/ for database load metrics
- Implement PIDController with filtered derivative to suppress high-frequency noise
- Proportional (P): immediate response to current error
- Integral (I): eliminates steady-state offset with anti-windup clamping
- Derivative (D): rate-of-change prediction with low-pass filtering
- Create BadgerLoadMonitor tracking L0 tables, compaction score, and cache hit ratio
- Create Neo4jLoadMonitor tracking query semaphore usage and latencies
- Add AdaptiveRateLimiter combining PID controllers for reads and writes
- Configure via environment variables:
- ORLY_RATE_LIMIT_ENABLED: enable/disable rate limiting
- ORLY_RATE_LIMIT_TARGET_MB: target memory limit (default 1500MB)
- ORLY_RATE_LIMIT_*_K[PID]: PID gains for reads/writes
- ORLY_RATE_LIMIT_MAX_*_MS: maximum delays
- ORLY_RATE_LIMIT_*_TARGET: setpoints for reads/writes
- Integrate rate limiter into Server struct and lifecycle management
- Add comprehensive unit tests for PID controller behavior
Files modified:
- app/config/config.go: Add rate limiting configuration options
- app/main.go: Initialize and start/stop rate limiter
- app/server.go: Add rateLimiter field to Server struct
- main.go: Create rate limiter with appropriate monitor
- pkg/run/run.go: Pass disabled limiter for test instances
- pkg/interfaces/loadmonitor/: New LoadMonitor interface
- pkg/ratelimit/: New PID controller and limiter implementation
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
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1 month ago |
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run.go
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Implement PID-controlled adaptive rate limiting for database operations
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1 month ago |
