- Add applesauce library reference documentation - Add rate limiting test report for Badger - Add memory monitoring for rate limiter (platform-specific implementations) - Enhance PID-controlled adaptive rate limiting - Update Neo4j and Badger monitors with improved load metrics - Add docker-compose configuration - Update README and configuration options 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
598 lines
17 KiB
Go
598 lines
17 KiB
Go
package ratelimit
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import (
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"context"
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"sync"
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"sync/atomic"
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"time"
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"lol.mleku.dev/log"
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"next.orly.dev/pkg/interfaces/loadmonitor"
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pidif "next.orly.dev/pkg/interfaces/pid"
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"next.orly.dev/pkg/pid"
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)
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// OperationType distinguishes between read and write operations
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// for applying different rate limiting strategies.
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type OperationType int
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const (
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// Read operations (REQ queries)
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Read OperationType = iota
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// Write operations (EVENT saves, imports)
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Write
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)
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// String returns a human-readable name for the operation type.
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func (o OperationType) String() string {
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switch o {
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case Read:
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return "read"
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case Write:
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return "write"
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default:
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return "unknown"
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}
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}
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// Config holds configuration for the adaptive rate limiter.
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type Config struct {
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// Enabled controls whether rate limiting is active.
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Enabled bool
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// TargetMemoryMB is the target memory limit in megabytes.
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// Memory pressure is calculated relative to this target.
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TargetMemoryMB int
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// WriteSetpoint is the target process variable for writes (0.0-1.0).
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// Default: 0.85 (throttle when load exceeds 85%)
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WriteSetpoint float64
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// ReadSetpoint is the target process variable for reads (0.0-1.0).
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// Default: 0.90 (more tolerant for reads)
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ReadSetpoint float64
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// PID gains for writes
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WriteKp float64
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WriteKi float64
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WriteKd float64
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// PID gains for reads
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ReadKp float64
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ReadKi float64
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ReadKd float64
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// MaxWriteDelayMs is the maximum delay for write operations in milliseconds.
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MaxWriteDelayMs int
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// MaxReadDelayMs is the maximum delay for read operations in milliseconds.
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MaxReadDelayMs int
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// MetricUpdateInterval is how often to poll the load monitor.
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MetricUpdateInterval time.Duration
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// MemoryWeight is the weight given to memory pressure in process variable (0.0-1.0).
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// The remaining weight is given to the load metric.
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// Default: 0.7 (70% memory, 30% load)
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MemoryWeight float64
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// EmergencyThreshold is the memory pressure level (fraction of target) that triggers emergency mode.
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// Default: 1.167 (116.7% = target + 1/6th)
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// When exceeded, writes are aggressively throttled until memory drops below RecoveryThreshold.
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EmergencyThreshold float64
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// RecoveryThreshold is the memory pressure level below which we exit emergency mode.
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// Default: 0.833 (83.3% = target - 1/6th)
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// Hysteresis prevents rapid oscillation between normal and emergency modes.
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RecoveryThreshold float64
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// EmergencyMaxDelayMs is the maximum delay for writes during emergency mode.
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// Default: 5000 (5 seconds) - much longer than normal MaxWriteDelayMs
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EmergencyMaxDelayMs int
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// CompactionCheckInterval controls how often to check if compaction should be triggered.
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// Default: 10 seconds
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CompactionCheckInterval time.Duration
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}
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// DefaultConfig returns a default configuration for the rate limiter.
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func DefaultConfig() Config {
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return Config{
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Enabled: true,
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TargetMemoryMB: 1500, // 1.5GB target
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WriteSetpoint: 0.85,
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ReadSetpoint: 0.90,
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WriteKp: 0.5,
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WriteKi: 0.1,
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WriteKd: 0.05,
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ReadKp: 0.3,
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ReadKi: 0.05,
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ReadKd: 0.02,
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MaxWriteDelayMs: 1000, // 1 second max
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MaxReadDelayMs: 500, // 500ms max
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MetricUpdateInterval: 100 * time.Millisecond,
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MemoryWeight: 0.7,
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EmergencyThreshold: 1.167, // Target + 1/6th (~1.75GB for 1.5GB target)
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RecoveryThreshold: 0.833, // Target - 1/6th (~1.25GB for 1.5GB target)
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EmergencyMaxDelayMs: 5000, // 5 seconds max in emergency mode
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CompactionCheckInterval: 10 * time.Second,
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}
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}
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// NewConfigFromValues creates a Config from individual configuration values.
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// This is useful when loading configuration from environment variables.
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func NewConfigFromValues(
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enabled bool,
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targetMB int,
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writeKp, writeKi, writeKd float64,
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readKp, readKi, readKd float64,
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maxWriteMs, maxReadMs int,
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writeTarget, readTarget float64,
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emergencyThreshold, recoveryThreshold float64,
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emergencyMaxMs int,
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) Config {
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// Apply defaults for zero values
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if emergencyThreshold == 0 {
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emergencyThreshold = 1.167 // Target + 1/6th
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}
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if recoveryThreshold == 0 {
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recoveryThreshold = 0.833 // Target - 1/6th
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}
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if emergencyMaxMs == 0 {
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emergencyMaxMs = 5000 // 5 seconds
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}
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return Config{
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Enabled: enabled,
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TargetMemoryMB: targetMB,
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WriteSetpoint: writeTarget,
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ReadSetpoint: readTarget,
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WriteKp: writeKp,
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WriteKi: writeKi,
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WriteKd: writeKd,
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ReadKp: readKp,
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ReadKi: readKi,
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ReadKd: readKd,
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MaxWriteDelayMs: maxWriteMs,
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MaxReadDelayMs: maxReadMs,
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MetricUpdateInterval: 100 * time.Millisecond,
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MemoryWeight: 0.7,
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EmergencyThreshold: emergencyThreshold,
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RecoveryThreshold: recoveryThreshold,
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EmergencyMaxDelayMs: emergencyMaxMs,
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CompactionCheckInterval: 10 * time.Second,
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}
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}
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// Limiter implements adaptive rate limiting using PID control.
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// It monitors database load metrics and computes appropriate delays
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// to keep the system within its target operating range.
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type Limiter struct {
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config Config
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monitor loadmonitor.Monitor
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// PID controllers for reads and writes (using generic pid.Controller)
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writePID pidif.Controller
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readPID pidif.Controller
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// Cached metrics (updated periodically)
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metricsLock sync.RWMutex
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currentMetrics loadmonitor.Metrics
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// Emergency mode tracking with hysteresis
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inEmergencyMode atomic.Bool
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lastEmergencyCheck atomic.Int64 // Unix nano timestamp
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compactionTriggered atomic.Bool
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// Statistics
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totalWriteDelayMs atomic.Int64
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totalReadDelayMs atomic.Int64
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writeThrottles atomic.Int64
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readThrottles atomic.Int64
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emergencyEvents atomic.Int64
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// Lifecycle
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ctx context.Context
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cancel context.CancelFunc
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stopOnce sync.Once
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stopped chan struct{}
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wg sync.WaitGroup
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}
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// NewLimiter creates a new adaptive rate limiter.
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// If monitor is nil, the limiter will be disabled.
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func NewLimiter(config Config, monitor loadmonitor.Monitor) *Limiter {
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ctx, cancel := context.WithCancel(context.Background())
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// Apply defaults for zero values
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if config.EmergencyThreshold == 0 {
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config.EmergencyThreshold = 1.167 // Target + 1/6th
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}
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if config.RecoveryThreshold == 0 {
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config.RecoveryThreshold = 0.833 // Target - 1/6th
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}
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if config.EmergencyMaxDelayMs == 0 {
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config.EmergencyMaxDelayMs = 5000 // 5 seconds
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}
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if config.CompactionCheckInterval == 0 {
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config.CompactionCheckInterval = 10 * time.Second
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}
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l := &Limiter{
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config: config,
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monitor: monitor,
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ctx: ctx,
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cancel: cancel,
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stopped: make(chan struct{}),
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}
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// Create PID controllers with configured gains using the generic pid package
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l.writePID = pid.New(pidif.Tuning{
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Kp: config.WriteKp,
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Ki: config.WriteKi,
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Kd: config.WriteKd,
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Setpoint: config.WriteSetpoint,
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DerivativeFilterAlpha: 0.2, // Strong filtering for writes
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IntegralMin: -2.0,
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IntegralMax: float64(config.MaxWriteDelayMs) / 1000.0 * 2, // Anti-windup limits
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OutputMin: 0,
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OutputMax: float64(config.MaxWriteDelayMs) / 1000.0,
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})
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l.readPID = pid.New(pidif.Tuning{
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Kp: config.ReadKp,
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Ki: config.ReadKi,
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Kd: config.ReadKd,
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Setpoint: config.ReadSetpoint,
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DerivativeFilterAlpha: 0.15, // Very strong filtering for reads
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IntegralMin: -1.0,
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IntegralMax: float64(config.MaxReadDelayMs) / 1000.0 * 2,
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OutputMin: 0,
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OutputMax: float64(config.MaxReadDelayMs) / 1000.0,
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})
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// Set memory target on monitor
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if monitor != nil && config.TargetMemoryMB > 0 {
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monitor.SetMemoryTarget(uint64(config.TargetMemoryMB) * 1024 * 1024)
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}
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// Configure emergency threshold if monitor supports it
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if emMon, ok := monitor.(loadmonitor.EmergencyModeMonitor); ok {
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emMon.SetEmergencyThreshold(config.EmergencyThreshold)
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}
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return l
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}
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// Start begins the rate limiter's background metric collection.
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func (l *Limiter) Start() {
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if l.monitor == nil || !l.config.Enabled {
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return
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}
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// Start the monitor
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l.monitor.Start()
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// Start metric update loop
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l.wg.Add(1)
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go l.updateLoop()
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}
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// updateLoop periodically fetches metrics from the monitor.
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func (l *Limiter) updateLoop() {
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defer l.wg.Done()
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ticker := time.NewTicker(l.config.MetricUpdateInterval)
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defer ticker.Stop()
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for {
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select {
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case <-l.ctx.Done():
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return
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case <-ticker.C:
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if l.monitor != nil {
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metrics := l.monitor.GetMetrics()
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l.metricsLock.Lock()
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l.currentMetrics = metrics
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l.metricsLock.Unlock()
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}
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}
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}
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}
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// Stop halts the rate limiter.
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func (l *Limiter) Stop() {
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l.stopOnce.Do(func() {
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l.cancel()
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if l.monitor != nil {
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l.monitor.Stop()
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}
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l.wg.Wait()
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close(l.stopped)
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})
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}
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// Stopped returns a channel that closes when the limiter has stopped.
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func (l *Limiter) Stopped() <-chan struct{} {
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return l.stopped
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}
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// Wait blocks until the rate limiter permits the operation to proceed.
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// It returns the delay that was applied, or 0 if no delay was needed.
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// If the context is cancelled, it returns immediately.
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// opType accepts int for interface compatibility (0=Read, 1=Write)
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func (l *Limiter) Wait(ctx context.Context, opType int) time.Duration {
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if !l.config.Enabled || l.monitor == nil {
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return 0
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}
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delay := l.ComputeDelay(OperationType(opType))
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if delay <= 0 {
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return 0
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}
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// Apply the delay
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select {
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case <-ctx.Done():
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return 0
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case <-time.After(delay):
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return delay
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}
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}
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// ComputeDelay calculates the recommended delay for an operation.
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// This can be used to check the delay without actually waiting.
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func (l *Limiter) ComputeDelay(opType OperationType) time.Duration {
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if !l.config.Enabled || l.monitor == nil {
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return 0
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}
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// Get current metrics
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l.metricsLock.RLock()
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metrics := l.currentMetrics
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l.metricsLock.RUnlock()
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// Check emergency mode with hysteresis
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inEmergency := l.checkEmergencyMode(metrics.MemoryPressure)
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// Compute process variable as weighted combination of memory and load
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var loadMetric float64
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switch opType {
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case Write:
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loadMetric = metrics.WriteLoad
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case Read:
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loadMetric = metrics.ReadLoad
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}
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// Combine memory pressure and load
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// Process variable = memoryWeight * memoryPressure + (1-memoryWeight) * loadMetric
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pv := l.config.MemoryWeight*metrics.MemoryPressure + (1-l.config.MemoryWeight)*loadMetric
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// Select the appropriate PID controller
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var delaySec float64
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switch opType {
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case Write:
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out := l.writePID.UpdateValue(pv)
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delaySec = out.Value()
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// In emergency mode, apply progressive throttling for writes
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if inEmergency {
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// Calculate how far above recovery threshold we are
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// At emergency threshold, add 1x normal delay
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// For every additional 10% above emergency, double the delay
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excessPressure := metrics.MemoryPressure - l.config.RecoveryThreshold
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if excessPressure > 0 {
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// Progressive multiplier: starts at 2x, doubles every 10% excess
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multiplier := 2.0
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for excess := excessPressure; excess > 0.1; excess -= 0.1 {
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multiplier *= 2
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}
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emergencyDelaySec := delaySec * multiplier
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maxEmergencySec := float64(l.config.EmergencyMaxDelayMs) / 1000.0
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if emergencyDelaySec > maxEmergencySec {
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emergencyDelaySec = maxEmergencySec
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}
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// Minimum emergency delay of 100ms to allow other operations
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if emergencyDelaySec < 0.1 {
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emergencyDelaySec = 0.1
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}
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delaySec = emergencyDelaySec
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}
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}
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if delaySec > 0 {
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l.writeThrottles.Add(1)
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l.totalWriteDelayMs.Add(int64(delaySec * 1000))
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}
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case Read:
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out := l.readPID.UpdateValue(pv)
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delaySec = out.Value()
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if delaySec > 0 {
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l.readThrottles.Add(1)
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l.totalReadDelayMs.Add(int64(delaySec * 1000))
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}
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}
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if delaySec <= 0 {
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return 0
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}
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return time.Duration(delaySec * float64(time.Second))
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}
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// checkEmergencyMode implements hysteresis-based emergency mode detection.
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// Enters emergency mode when memory pressure >= EmergencyThreshold.
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// Exits emergency mode when memory pressure <= RecoveryThreshold.
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func (l *Limiter) checkEmergencyMode(memoryPressure float64) bool {
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wasInEmergency := l.inEmergencyMode.Load()
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if wasInEmergency {
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// To exit, must drop below recovery threshold
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if memoryPressure <= l.config.RecoveryThreshold {
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l.inEmergencyMode.Store(false)
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log.I.F("✅ exiting emergency mode: memory %.1f%% <= recovery threshold %.1f%%",
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memoryPressure*100, l.config.RecoveryThreshold*100)
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return false
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}
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return true
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}
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// To enter, must exceed emergency threshold
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if memoryPressure >= l.config.EmergencyThreshold {
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l.inEmergencyMode.Store(true)
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l.emergencyEvents.Add(1)
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log.W.F("⚠️ entering emergency mode: memory %.1f%% >= threshold %.1f%%",
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memoryPressure*100, l.config.EmergencyThreshold*100)
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// Trigger compaction if supported
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l.triggerCompactionIfNeeded()
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return true
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}
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return false
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}
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// triggerCompactionIfNeeded triggers database compaction if the monitor supports it
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// and compaction isn't already in progress.
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func (l *Limiter) triggerCompactionIfNeeded() {
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if l.compactionTriggered.Load() {
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return // Already triggered
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}
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compactMon, ok := l.monitor.(loadmonitor.CompactableMonitor)
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if !ok {
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return // Monitor doesn't support compaction
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}
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if compactMon.IsCompacting() {
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return // Already compacting
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}
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l.compactionTriggered.Store(true)
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go func() {
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defer l.compactionTriggered.Store(false)
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if err := compactMon.TriggerCompaction(); err != nil {
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log.E.F("compaction failed: %v", err)
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}
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}()
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}
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// InEmergencyMode returns true if the limiter is currently in emergency mode.
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func (l *Limiter) InEmergencyMode() bool {
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return l.inEmergencyMode.Load()
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}
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// RecordLatency records an operation latency for the monitor.
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func (l *Limiter) RecordLatency(opType OperationType, latency time.Duration) {
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if l.monitor == nil {
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return
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}
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switch opType {
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case Write:
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l.monitor.RecordWriteLatency(latency)
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case Read:
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l.monitor.RecordQueryLatency(latency)
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}
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}
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// Stats returns rate limiter statistics.
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type Stats struct {
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WriteThrottles int64
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ReadThrottles int64
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TotalWriteDelayMs int64
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TotalReadDelayMs int64
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EmergencyEvents int64
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InEmergencyMode bool
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CurrentMetrics loadmonitor.Metrics
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WritePIDState PIDState
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ReadPIDState PIDState
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}
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// PIDState contains the internal state of a PID controller.
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type PIDState struct {
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Integral float64
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PrevError float64
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PrevFilteredError float64
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}
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// GetStats returns current rate limiter statistics.
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func (l *Limiter) GetStats() Stats {
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l.metricsLock.RLock()
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metrics := l.currentMetrics
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l.metricsLock.RUnlock()
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stats := Stats{
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WriteThrottles: l.writeThrottles.Load(),
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ReadThrottles: l.readThrottles.Load(),
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TotalWriteDelayMs: l.totalWriteDelayMs.Load(),
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TotalReadDelayMs: l.totalReadDelayMs.Load(),
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EmergencyEvents: l.emergencyEvents.Load(),
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InEmergencyMode: l.inEmergencyMode.Load(),
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CurrentMetrics: metrics,
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}
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// Type assert to concrete pid.Controller to access State() method
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// This is for monitoring/debugging only
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if wCtrl, ok := l.writePID.(*pid.Controller); ok {
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integral, prevErr, prevFiltered, _ := wCtrl.State()
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stats.WritePIDState = PIDState{
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Integral: integral,
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PrevError: prevErr,
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PrevFilteredError: prevFiltered,
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}
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}
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if rCtrl, ok := l.readPID.(*pid.Controller); ok {
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integral, prevErr, prevFiltered, _ := rCtrl.State()
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stats.ReadPIDState = PIDState{
|
|
Integral: integral,
|
|
PrevError: prevErr,
|
|
PrevFilteredError: prevFiltered,
|
|
}
|
|
}
|
|
|
|
return stats
|
|
}
|
|
|
|
// Reset clears all PID controller state and statistics.
|
|
func (l *Limiter) Reset() {
|
|
l.writePID.Reset()
|
|
l.readPID.Reset()
|
|
l.writeThrottles.Store(0)
|
|
l.readThrottles.Store(0)
|
|
l.totalWriteDelayMs.Store(0)
|
|
l.totalReadDelayMs.Store(0)
|
|
}
|
|
|
|
// IsEnabled returns whether rate limiting is active.
|
|
func (l *Limiter) IsEnabled() bool {
|
|
return l.config.Enabled && l.monitor != nil
|
|
}
|
|
|
|
// UpdateConfig updates the rate limiter configuration.
|
|
// This is useful for dynamic tuning.
|
|
func (l *Limiter) UpdateConfig(config Config) {
|
|
l.config = config
|
|
|
|
// Update PID controllers - use interface methods for setpoint and gains
|
|
l.writePID.SetSetpoint(config.WriteSetpoint)
|
|
l.writePID.SetGains(config.WriteKp, config.WriteKi, config.WriteKd)
|
|
// Type assert to set output limits (not part of base interface)
|
|
if wCtrl, ok := l.writePID.(*pid.Controller); ok {
|
|
wCtrl.SetOutputLimits(0, float64(config.MaxWriteDelayMs)/1000.0)
|
|
}
|
|
|
|
l.readPID.SetSetpoint(config.ReadSetpoint)
|
|
l.readPID.SetGains(config.ReadKp, config.ReadKi, config.ReadKd)
|
|
if rCtrl, ok := l.readPID.(*pid.Controller); ok {
|
|
rCtrl.SetOutputLimits(0, float64(config.MaxReadDelayMs)/1000.0)
|
|
}
|
|
|
|
// Update memory target
|
|
if l.monitor != nil && config.TargetMemoryMB > 0 {
|
|
l.monitor.SetMemoryTarget(uint64(config.TargetMemoryMB) * 1024 * 1024)
|
|
}
|
|
}
|