// 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 net import ( "github.com/minio/madmin-go" "github.com/montanaflynn/stats" ) // ComputePerfStats takes arrays of Latency & Throughput to compute Statistics func ComputePerfStats(latencies, throughputs []float64) (madmin.NetLatency, madmin.NetThroughput, error) { var avgLatency float64 var percentile50Latency float64 var percentile90Latency float64 var percentile99Latency float64 var minLatency float64 var maxLatency float64 var avgThroughput float64 var percentile50Throughput float64 var percentile90Throughput float64 var percentile99Throughput float64 var minThroughput float64 var maxThroughput float64 var err error if avgLatency, err = stats.Mean(latencies); err != nil { return madmin.NetLatency{}, madmin.NetThroughput{}, err } if percentile50Latency, err = stats.Percentile(latencies, 50); err != nil { return madmin.NetLatency{}, madmin.NetThroughput{}, err } if percentile90Latency, err = stats.Percentile(latencies, 90); err != nil { return madmin.NetLatency{}, madmin.NetThroughput{}, err } if percentile99Latency, err = stats.Percentile(latencies, 99); err != nil { return madmin.NetLatency{}, madmin.NetThroughput{}, err } if maxLatency, err = stats.Max(latencies); err != nil { return madmin.NetLatency{}, madmin.NetThroughput{}, err } if minLatency, err = stats.Min(latencies); err != nil { return madmin.NetLatency{}, madmin.NetThroughput{}, err } l := madmin.NetLatency{ Avg: avgLatency, Percentile50: percentile50Latency, Percentile90: percentile90Latency, Percentile99: percentile99Latency, Min: minLatency, Max: maxLatency, } if avgThroughput, err = stats.Mean(throughputs); err != nil { return madmin.NetLatency{}, madmin.NetThroughput{}, err } if percentile50Throughput, err = stats.Percentile(throughputs, 50); err != nil { return madmin.NetLatency{}, madmin.NetThroughput{}, err } if percentile90Throughput, err = stats.Percentile(throughputs, 90); err != nil { return madmin.NetLatency{}, madmin.NetThroughput{}, err } if percentile99Throughput, err = stats.Percentile(throughputs, 99); err != nil { return madmin.NetLatency{}, madmin.NetThroughput{}, err } if maxThroughput, err = stats.Max(throughputs); err != nil { return madmin.NetLatency{}, madmin.NetThroughput{}, err } if minThroughput, err = stats.Min(throughputs); err != nil { return madmin.NetLatency{}, madmin.NetThroughput{}, err } t := madmin.NetThroughput{ Avg: avgThroughput, Percentile50: percentile50Throughput, Percentile90: percentile90Throughput, Percentile99: percentile99Throughput, Min: minThroughput, Max: maxThroughput, } return l, t, nil }