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434 lines
11 KiB
434 lines
11 KiB
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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"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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} |
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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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} |
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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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) Config { |
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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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} |
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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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// 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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// 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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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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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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func (l *Limiter) Wait(ctx context.Context, 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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delay := l.ComputeDelay(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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// 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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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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// 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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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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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{ |
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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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return stats |
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} |
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// Reset clears all PID controller state and statistics. |
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func (l *Limiter) Reset() { |
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l.writePID.Reset() |
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l.readPID.Reset() |
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l.writeThrottles.Store(0) |
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l.readThrottles.Store(0) |
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l.totalWriteDelayMs.Store(0) |
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l.totalReadDelayMs.Store(0) |
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} |
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// IsEnabled returns whether rate limiting is active. |
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func (l *Limiter) IsEnabled() bool { |
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return l.config.Enabled && l.monitor != nil |
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} |
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// UpdateConfig updates the rate limiter configuration. |
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// This is useful for dynamic tuning. |
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func (l *Limiter) UpdateConfig(config Config) { |
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l.config = config |
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// Update PID controllers - use interface methods for setpoint and gains |
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l.writePID.SetSetpoint(config.WriteSetpoint) |
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l.writePID.SetGains(config.WriteKp, config.WriteKi, config.WriteKd) |
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// Type assert to set output limits (not part of base interface) |
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if wCtrl, ok := l.writePID.(*pid.Controller); ok { |
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wCtrl.SetOutputLimits(0, float64(config.MaxWriteDelayMs)/1000.0) |
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} |
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l.readPID.SetSetpoint(config.ReadSetpoint) |
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l.readPID.SetGains(config.ReadKp, config.ReadKi, config.ReadKd) |
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if rCtrl, ok := l.readPID.(*pid.Controller); ok { |
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rCtrl.SetOutputLimits(0, float64(config.MaxReadDelayMs)/1000.0) |
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} |
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// Update memory target |
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if l.monitor != nil && config.TargetMemoryMB > 0 { |
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l.monitor.SetMemoryTarget(uint64(config.TargetMemoryMB) * 1024 * 1024) |
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} |
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}
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