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add BasicCircuitBreaker
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parent
7bde48adce
commit
e1532ffa46
255
pkg/risk/circuitbreaker/basic.go
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255
pkg/risk/circuitbreaker/basic.go
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package circuitbreaker
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import (
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"fmt"
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"sync"
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"time"
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"github.com/prometheus/client_golang/prometheus"
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"github.com/c9s/bbgo/pkg/fixedpoint"
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"github.com/c9s/bbgo/pkg/types"
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log "github.com/sirupsen/logrus"
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)
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var consecutiveTotalLossMetrics = prometheus.NewGaugeVec(
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prometheus.GaugeOpts{
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Name: "bbgo_circuit_breaker_consecutive_total_loss",
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Help: "",
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}, []string{"strategy", "strategyInstance"})
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var consecutiveLossTimesCounterMetrics = prometheus.NewGaugeVec(
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prometheus.GaugeOpts{
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Name: "bbgo_circuit_breaker_consecutive_loss_times",
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Help: "",
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}, []string{"strategy", "strategyInstance"})
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var haltCounterMetrics = prometheus.NewGaugeVec(
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prometheus.GaugeOpts{
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Name: "bbgo_circuit_breaker_halt_counter",
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Help: "",
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}, []string{"strategy", "strategyInstance"})
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var haltMetrics = prometheus.NewGaugeVec(
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prometheus.GaugeOpts{
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Name: "bbgo_circuit_breaker_halt",
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Help: "",
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}, []string{"strategy", "strategyInstance"})
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var totalProfitMetrics = prometheus.NewGaugeVec(
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prometheus.GaugeOpts{
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Name: "bbgo_circuit_breaker_total_profit",
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Help: "",
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}, []string{"strategy", "strategyInstance"})
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var profitWinCounterMetrics = prometheus.NewCounterVec(
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prometheus.CounterOpts{
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Name: "bbgo_circuit_breaker_profit_win_counter",
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Help: "profit winning counter",
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}, []string{"strategy", "strategyInstance"})
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var profitLossCounterMetrics = prometheus.NewCounterVec(
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prometheus.CounterOpts{
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Name: "bbgo_circuit_breaker_profit_loss_counter",
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Help: "profit los counter",
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}, []string{"strategy", "strategyInstance"})
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var winningRatioMetrics = prometheus.NewGaugeVec(
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prometheus.GaugeOpts{
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Name: "bbgo_circuit_breaker_winning_ratio",
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Help: "winning ratio",
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}, []string{"strategy", "strategyInstance"})
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func init() {
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prometheus.MustRegister(
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consecutiveTotalLossMetrics,
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consecutiveLossTimesCounterMetrics,
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haltCounterMetrics,
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totalProfitMetrics,
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haltMetrics,
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profitWinCounterMetrics,
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profitLossCounterMetrics,
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winningRatioMetrics,
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)
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}
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type BasicCircuitBreaker struct {
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MaximumConsecutiveTotalLoss fixedpoint.Value `json:"maximumConsecutiveTotalLoss"`
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MaximumConsecutiveLossTimes int `json:"maximumConsecutiveLossTimes"`
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IgnoreDustLoss bool `json:"ignoreConsecutiveDustLoss"`
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ConsecutiveDustLossThreshold fixedpoint.Value `json:"consecutiveDustLossThreshold"`
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MaximumLossPerRound fixedpoint.Value `json:"maximumLossPerRound"`
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MaximumTotalLoss fixedpoint.Value `json:"maximumTotalLoss"`
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MaximumHaltTimes int `json:"maximumHaltTimes"`
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MaximumHaltTimesExceededPanic bool `json:"maximumHaltTimesExceededPanic"`
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HaltDuration types.Duration `json:"haltDuration"`
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strategyID, strategyInstance string
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haltCounter int
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haltReason string
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halted bool
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haltedAt, haltTo time.Time
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// totalProfit is the total PnL, could be negative or positive
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totalProfit fixedpoint.Value
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consecutiveLossTimes int
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winTimes, lossTimes int
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winRatio float64
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// consecutiveLoss is a negative number, presents the consecutive loss
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consecutiveLoss fixedpoint.Value
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mu sync.Mutex
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metricsLabels prometheus.Labels
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}
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func NewBasicCircuitBreaker(strategyID, strategyInstance string) *BasicCircuitBreaker {
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return &BasicCircuitBreaker{
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MaximumConsecutiveLossTimes: 8,
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MaximumHaltTimes: 3,
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MaximumHaltTimesExceededPanic: false,
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HaltDuration: types.Duration(30 * time.Minute),
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strategyID: strategyID,
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strategyInstance: strategyInstance,
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metricsLabels: prometheus.Labels{"strategy": strategyID, "strategyInstance": strategyInstance},
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}
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}
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func (b *BasicCircuitBreaker) getMetricsLabels() prometheus.Labels {
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if b.metricsLabels != nil {
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return b.metricsLabels
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}
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return prometheus.Labels{"strategy": b.strategyID, "strategyInstance": b.strategyInstance}
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}
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func (b *BasicCircuitBreaker) updateMetrics() {
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labels := b.getMetricsLabels()
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consecutiveTotalLossMetrics.With(labels).Set(b.consecutiveLoss.Float64())
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consecutiveLossTimesCounterMetrics.With(labels).Set(float64(b.consecutiveLossTimes))
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totalProfitMetrics.With(labels).Set(b.totalProfit.Float64())
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if b.halted {
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haltMetrics.With(labels).Set(1.0)
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} else {
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haltMetrics.With(labels).Set(0.0)
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}
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haltCounterMetrics.With(labels).Set(float64(b.haltCounter))
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winningRatioMetrics.With(labels).Set(b.winRatio)
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}
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func (b *BasicCircuitBreaker) RecordProfit(profit fixedpoint.Value, now time.Time) {
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b.mu.Lock()
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defer b.mu.Unlock()
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b.totalProfit = b.totalProfit.Add(profit)
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if profit.Sign() < 0 {
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if b.IgnoreDustLoss && profit.Abs().Compare(b.ConsecutiveDustLossThreshold) <= 0 {
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// ignore dust loss
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log.Infof("ignore dust loss (threshold %f): %f", b.ConsecutiveDustLossThreshold.Float64(), profit.Float64())
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} else {
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b.lossTimes++
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b.consecutiveLossTimes++
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b.consecutiveLoss = b.consecutiveLoss.Add(profit)
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profitLossCounterMetrics.With(b.getMetricsLabels()).Inc()
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}
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} else {
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b.winTimes++
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b.consecutiveLossTimes = 0
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b.consecutiveLoss = fixedpoint.Zero
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profitWinCounterMetrics.With(b.getMetricsLabels()).Inc()
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}
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if b.lossTimes == 0 {
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b.winRatio = 999.0
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} else {
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b.winRatio = float64(b.winTimes) / float64(b.lossTimes)
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}
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b.updateMetrics()
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if b.MaximumConsecutiveLossTimes > 0 && b.consecutiveLossTimes >= b.MaximumConsecutiveLossTimes {
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b.halt(now, "exceeded MaximumConsecutiveLossTimes")
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return
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}
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if b.MaximumConsecutiveTotalLoss.Sign() > 0 && b.consecutiveLoss.Neg().Compare(b.MaximumConsecutiveTotalLoss) >= 0 {
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b.halt(now, "exceeded MaximumConsecutiveTotalLoss")
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return
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}
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if b.MaximumLossPerRound.Sign() > 0 && profit.Sign() < 0 && profit.Neg().Compare(b.MaximumLossPerRound) >= 0 {
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b.halt(now, "exceeded MaximumLossPerRound")
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return
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}
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// - (-120 [profit]) > 100 [maximum total loss]
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if b.MaximumTotalLoss.Sign() > 0 && b.totalProfit.Neg().Compare(b.MaximumTotalLoss) >= 0 {
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b.halt(now, "exceeded MaximumTotalLoss")
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return
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}
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}
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func (b *BasicCircuitBreaker) Reset() {
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b.mu.Lock()
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b.reset()
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b.mu.Unlock()
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}
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func (b *BasicCircuitBreaker) reset() {
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b.halted = false
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b.haltedAt = time.Time{}
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b.haltTo = time.Time{}
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b.totalProfit = fixedpoint.Zero
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b.consecutiveLossTimes = 0
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b.consecutiveLoss = fixedpoint.Zero
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b.updateMetrics()
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}
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func (b *BasicCircuitBreaker) IsHalted(now time.Time) bool {
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b.mu.Lock()
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defer b.mu.Unlock()
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if !b.halted {
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return false
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}
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// check if it's an expired halt
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if now.After(b.haltTo) {
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b.reset()
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return false
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}
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return true
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}
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func (b *BasicCircuitBreaker) halt(now time.Time, reason string) {
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b.halted = true
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b.haltCounter++
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b.haltReason = reason
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b.haltedAt = now
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b.haltTo = now.Add(b.HaltDuration.Duration())
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labels := b.getMetricsLabels()
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haltCounterMetrics.With(labels).Set(float64(b.haltCounter))
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haltMetrics.With(labels).Set(1.0)
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if b.MaximumHaltTimesExceededPanic && b.haltCounter > b.MaximumHaltTimes {
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panic(fmt.Errorf("total %d halt times > maximumHaltTimesExceededPanic %d", b.haltCounter, b.MaximumHaltTimes))
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}
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}
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