// Copyright (c) 2015-2021 MinIO, Inc. // // This file is part of MinIO Object Storage stack // // This program is free software: you can redistribute it and/or modify // it under the terms of the GNU Affero General Public License as published by // the Free Software Foundation, either version 3 of the License, or // (at your option) any later version. // // This program is distributed in the hope that it will be useful // but WITHOUT ANY WARRANTY; without even the implied warranty of // MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the // GNU Affero General Public License for more details. // // You should have received a copy of the GNU Affero General Public License // along with this program. If not, see . package bandwidth import ( "sync" "sync/atomic" "time" ) const ( // betaBucket is the weight used to calculate exponential moving average betaBucket = 0.1 // Number of averages considered = 1/(1-betaObject) ) // bucketMeasurement captures the bandwidth details for one bucket type bucketMeasurement struct { lock sync.Mutex bytesSinceLastWindow uint64 // Total bytes since last window was processed startTime time.Time // Start time for window expMovingAvg float64 // Previously calculate sliding window } // newBucketMeasurement creates a new instance of the measurement with the initial start time. func newBucketMeasurement(initTime time.Time) *bucketMeasurement { return &bucketMeasurement{ startTime: initTime, } } // incrementBytes add bytes reported for a bucket. func (m *bucketMeasurement) incrementBytes(bytes uint64) { atomic.AddUint64(&m.bytesSinceLastWindow, bytes) } // updateExponentialMovingAverage processes the measurements captured so far. func (m *bucketMeasurement) updateExponentialMovingAverage(endTime time.Time) { // Calculate aggregate avg bandwidth and exp window avg m.lock.Lock() defer func() { m.startTime = endTime m.lock.Unlock() }() if endTime.Before(m.startTime) { return } duration := endTime.Sub(m.startTime) bytesSinceLastWindow := atomic.SwapUint64(&m.bytesSinceLastWindow, 0) if m.expMovingAvg == 0 { // Should address initial calculation and should be fine for resuming from 0 m.expMovingAvg = float64(bytesSinceLastWindow) / duration.Seconds() return } increment := float64(bytesSinceLastWindow) / duration.Seconds() m.expMovingAvg = exponentialMovingAverage(betaBucket, m.expMovingAvg, increment) } // exponentialMovingAverage calculates the exponential moving average func exponentialMovingAverage(beta, previousAvg, incrementAvg float64) float64 { return (1-beta)*incrementAvg + beta*previousAvg } // getExpMovingAvgBytesPerSecond returns the exponential moving average for the bucket in bytes func (m *bucketMeasurement) getExpMovingAvgBytesPerSecond() float64 { m.lock.Lock() defer m.lock.Unlock() return m.expMovingAvg }