mirror of https://github.com/etcd-io/dbtester.git
971 lines
30 KiB
Go
971 lines
30 KiB
Go
// Copyright 2017 CoreOS, Inc.
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//
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// Licensed under the Apache License, Version 2.0 (the "License");
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// you may not use this file except in compliance with the License.
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// You may obtain a copy of the License at
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//
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// http://www.apache.org/licenses/LICENSE-2.0
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//
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// Unless required by applicable law or agreed to in writing, software
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// distributed under the License is distributed on an "AS IS" BASIS,
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// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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// See the License for the specific language governing permissions and
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// limitations under the License.
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package analyze
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import (
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"bytes"
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"encoding/csv"
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"fmt"
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"path/filepath"
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"reflect"
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"sort"
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"strconv"
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"strings"
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"github.com/coreos/dbtester"
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humanize "github.com/dustin/go-humanize"
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"github.com/gyuho/dataframe"
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"github.com/olekukonko/tablewriter"
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"github.com/spf13/cobra"
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)
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// Command implements 'analyze' command.
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var Command = &cobra.Command{
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Use: "analyze",
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Short: "Analyzes test dbtester test results.",
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RunE: commandFunc,
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}
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var configPath string
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func init() {
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Command.PersistentFlags().StringVarP(&configPath, "config", "c", "", "YAML configuration file path.")
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}
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func commandFunc(cmd *cobra.Command, args []string) error {
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return do(configPath)
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}
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type allAggregatedData struct {
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title string
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data []*analyzeData
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headerToDatabaseID map[string]string
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headerToDatabaseDescription map[string]string
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allDatabaseIDList []string
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}
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func do(configPath string) error {
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cfg, err := dbtester.ReadConfig(configPath, true)
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if err != nil {
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return err
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}
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all := &allAggregatedData{
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title: cfg.TestTitle,
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data: make([]*analyzeData, 0, len(cfg.DatabaseIDToTestData)),
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headerToDatabaseID: make(map[string]string),
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headerToDatabaseDescription: make(map[string]string),
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allDatabaseIDList: cfg.AllDatabaseIDList,
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}
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for _, databaseID := range cfg.AllDatabaseIDList {
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testgroup := cfg.DatabaseIDToTestGroup[databaseID]
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testdata := cfg.DatabaseIDToTestData[databaseID]
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plog.Printf("reading system metrics data for %s", databaseID)
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ad, err := readSystemMetricsAll(testdata.ServerSystemMetricsInterpolatedPathList...)
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if err != nil {
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return err
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}
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ad.databaseTag = testgroup.DatabaseTag
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ad.legend = testgroup.DatabaseDescription
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ad.allAggregatedOutputPath = testdata.AllAggregatedOutputPath
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if err = ad.aggSystemMetrics(); err != nil {
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return err
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}
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if err = ad.importBenchMetrics(testdata.ClientLatencyThroughputTimeseriesPath); err != nil {
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return err
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}
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if err = ad.aggregateAll(testdata.ServerMemoryByKeyNumberPath, testgroup.RequestNumber); err != nil {
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return err
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}
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if err = ad.save(); err != nil {
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return err
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}
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all.data = append(all.data, ad)
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for _, hd := range ad.aggregated.Headers() {
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all.headerToDatabaseID[makeHeader(hd, testgroup.DatabaseTag)] = databaseID
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all.headerToDatabaseDescription[makeHeader(hd, testgroup.DatabaseTag)] = testgroup.DatabaseDescription
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}
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}
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// aggregated everything
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// 1. sum of all network usage per database
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// 2. throughput, latency percentiles distribution
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//
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// FIRST ROW FOR HEADER: etcd, Zookeeper, Consul, ...
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// FIRST COLUMN FOR LABELS: READS-COMPLETED-DELTA, ...
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// SECOND COLUMNS ~ FOR DATA
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row00Header := []string{""} // first is empty
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for _, ad := range all.data {
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// per database
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for _, col := range ad.aggregated.Columns() {
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databaseID := all.headerToDatabaseID[col.Header()]
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row00Header = append(row00Header, cfg.DatabaseIDToTestGroup[databaseID].DatabaseTag)
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break
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}
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}
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row19ServerReceiveBytesSum := []string{"SERVER-TOTAL-NETWORK-RECEIVE-DATA-SUM"}
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row20ServerTransmitBytesSum := []string{"SERVER-TOTAL-NETWORK-TRANSMIT-DATA-SUM"}
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row23ServerMaxCPUUsage := []string{"SERVER-MAX-CPU-USAGE"}
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row24ServerMaxMemoryUsage := []string{"SERVER-MAX-MEMORY-USAGE"}
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row28ReadsCompletedDeltaSum := []string{"SERVER-AVG-READS-COMPLETED-DELTA-SUM"}
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row29SectorsReadDeltaSum := []string{"SERVER-AVG-SECTORS-READS-DELTA-SUM"}
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row30WritesCompletedDeltaSum := []string{"SERVER-AVG-WRITES-COMPLETED-DELTA-SUM"}
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row31SectorsWrittenDeltaSum := []string{"SERVER-AVG-SECTORS-WRITTEN-DELTA-SUM"}
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// iterate each database's all data
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for _, ad := range all.data {
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// per database
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var (
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readsCompletedDeltaSum float64
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sectorsReadDeltaSum float64
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writesCompletedDeltaSum float64
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sectorsWrittenDeltaSum float64
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receiveBytesNumDeltaSum float64
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transmitBytesNumDeltaSum float64
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maxAvgCPU float64
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maxAvgVMRSSMBs []float64
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)
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for _, col := range ad.aggregated.Columns() {
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hdr := col.Header()
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switch {
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case strings.HasPrefix(hdr, "RECEIVE-BYTES-NUM-DELTA-"):
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cnt := col.Count()
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for j := 0; j < cnt; j++ {
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vv, err := col.Value(j)
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if err != nil {
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return err
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}
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fv, _ := vv.Float64()
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receiveBytesNumDeltaSum += fv
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}
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case strings.HasPrefix(hdr, "TRANSMIT-BYTES-NUM-DELTA-"):
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cnt := col.Count()
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for j := 0; j < cnt; j++ {
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vv, err := col.Value(j)
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if err != nil {
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return err
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}
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fv, _ := vv.Float64()
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transmitBytesNumDeltaSum += fv
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}
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case strings.HasPrefix(hdr, "READS-COMPLETED-DELTA-"):
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cnt := col.Count()
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for j := 0; j < cnt; j++ {
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vv, err := col.Value(j)
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if err != nil {
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return err
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}
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fv, _ := vv.Float64()
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readsCompletedDeltaSum += fv
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}
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case strings.HasPrefix(hdr, "SECTORS-READS-DELTA-"):
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cnt := col.Count()
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for j := 0; j < cnt; j++ {
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vv, err := col.Value(j)
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if err != nil {
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return err
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}
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fv, _ := vv.Float64()
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sectorsReadDeltaSum += fv
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}
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case strings.HasPrefix(hdr, "WRITES-COMPLETED-DELTA-"):
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cnt := col.Count()
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for j := 0; j < cnt; j++ {
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vv, err := col.Value(j)
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if err != nil {
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return err
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}
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fv, _ := vv.Float64()
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writesCompletedDeltaSum += fv
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}
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case strings.HasPrefix(hdr, "SECTORS-WRITTEN-DELTA-"):
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cnt := col.Count()
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for j := 0; j < cnt; j++ {
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vv, err := col.Value(j)
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if err != nil {
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return err
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}
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fv, _ := vv.Float64()
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sectorsWrittenDeltaSum += fv
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}
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case strings.HasPrefix(hdr, "AVG-CPU-"):
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cnt := col.Count()
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for j := 0; j < cnt; j++ {
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vv, err := col.Value(j)
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if err != nil {
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return err
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}
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fv, _ := vv.Float64()
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maxAvgCPU = maxFloat64(maxAvgCPU, fv)
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}
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case strings.HasPrefix(hdr, "AVG-VMRSS-MB-"):
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cnt := col.Count()
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for j := 0; j < cnt; j++ {
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vv, err := col.Value(j)
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if err != nil {
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return err
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}
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fv, _ := vv.Float64()
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maxAvgVMRSSMBs = append(maxAvgVMRSSMBs, fv)
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}
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}
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}
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row19ServerReceiveBytesSum = append(row19ServerReceiveBytesSum, humanize.Bytes(uint64(receiveBytesNumDeltaSum)))
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row20ServerTransmitBytesSum = append(row20ServerTransmitBytesSum, humanize.Bytes(uint64(transmitBytesNumDeltaSum)))
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row23ServerMaxCPUUsage = append(row23ServerMaxCPUUsage, fmt.Sprintf("%.2f %%", maxAvgCPU))
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row28ReadsCompletedDeltaSum = append(row28ReadsCompletedDeltaSum, humanize.Comma(int64(readsCompletedDeltaSum)))
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row29SectorsReadDeltaSum = append(row29SectorsReadDeltaSum, humanize.Comma(int64(sectorsReadDeltaSum)))
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row30WritesCompletedDeltaSum = append(row30WritesCompletedDeltaSum, humanize.Comma(int64(writesCompletedDeltaSum)))
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row31SectorsWrittenDeltaSum = append(row31SectorsWrittenDeltaSum, humanize.Comma(int64(sectorsWrittenDeltaSum)))
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// TODO: handle overflowed memory value?
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sort.Float64s(maxAvgVMRSSMBs)
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mv := maxAvgVMRSSMBs[len(maxAvgVMRSSMBs)-1]
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mb := uint64(mv * 1000000)
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row24ServerMaxMemoryUsage = append(row24ServerMaxMemoryUsage, humanize.Bytes(mb))
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}
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row01TotalSeconds := []string{"TOTAL-SECONDS"} // TOTAL-SECONDS
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row02TotalRequestNumber := []string{"TOTAL-REQUEST-NUMBER"}
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row05MaxThroughput := []string{"MAX-THROUGHPUT"} // MAX AVG-THROUGHPUT
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row06AverageThroughput := []string{"AVG-THROUGHPUT"} // REQUESTS-PER-SECOND
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row07MinThroughput := []string{"MIN-THROUGHPUT"} // MIN AVG-THROUGHPUT
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row08FastestLatency := []string{"FASTEST-LATENCY"} // FASTEST-LATENCY-MS
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row09AverageLatency := []string{"AVG-LATENCY"} // AVERAGE-LATENCY-MS
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row10SlowestLatency := []string{"SLOWEST-LATENCY"} // SLOWEST-LATENCY-MS
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row11p10 := []string{"Latency p10"} // p10
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row12p25 := []string{"Latency p25"} // p25
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row13p50 := []string{"Latency p50"} // p50
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row14p75 := []string{"Latency p75"} // p75
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row15p90 := []string{"Latency p90"} // p90
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row16p95 := []string{"Latency p95"} // p95
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row17p99 := []string{"Latency p99"} // p99
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row18p999 := []string{"Latency p99.9"} // p99.9
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row21ClientReceiveBytesSum := []string{"CLIENT-TOTAL-NETWORK-RECEIVE-SUM"} // RECEIVE-BYTES-NUM-DELTA
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row22lientTransmitBytesSum := []string{"CLIENT-TOTAL-NETWORK-TRANSMIT-SUM"} // TRANSMIT-BYTES-DELTA
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row25ClientMaxCPU := []string{"CLIENT-MAX-CPU-USAGE"} // CPU-NUM
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row26ClientMaxMemory := []string{"CLIENT-MAX-MEMORY-USAGE"} // VMRSS-NUM
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row27ClientErrorCount := []string{"CLIENT-ERROR-COUNT"} // ERROR:
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row32AverageDatasize := []string{"SERVER-AVG-DATA-SIZE-ON-DISK"} // TOTAL-DATA-SIZE
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databaseIDToErrs := make(map[string][]string)
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for i, databaseID := range cfg.AllDatabaseIDList {
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testgroup := cfg.DatabaseIDToTestGroup[databaseID]
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testdata := cfg.DatabaseIDToTestData[databaseID]
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tag := testdata.DatabaseTag
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if tag != row00Header[i+1] {
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return fmt.Errorf("analyze config has different order; expected %q, got %q", row00Header[i+1], tag)
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}
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row02TotalRequestNumber = append(row02TotalRequestNumber, humanize.Comma(testgroup.RequestNumber))
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{
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fr, err := dataframe.NewFromCSV(nil, testdata.ClientSystemMetricsInterpolatedPath)
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if err != nil {
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return err
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}
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var receiveBytesNumDeltaSum uint64
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col, err := fr.Column("RECEIVE-BYTES-NUM-DELTA")
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if err != nil {
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return err
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}
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for i := 0; i < col.Count(); i++ {
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v, err := col.Value(i)
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if err != nil {
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return err
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}
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iv, _ := v.Uint64()
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receiveBytesNumDeltaSum += iv
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}
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var transmitBytesNumDeltaSum uint64
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col, err = fr.Column("TRANSMIT-BYTES-NUM-DELTA")
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if err != nil {
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return err
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}
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for i := 0; i < col.Count(); i++ {
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v, err := col.Value(i)
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if err != nil {
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return err
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}
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iv, _ := v.Uint64()
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transmitBytesNumDeltaSum += iv
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}
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var maxAvgCPU float64
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col, err = fr.Column("CPU-NUM")
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if err != nil {
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return err
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}
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for i := 0; i < col.Count(); i++ {
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v, err := col.Value(i)
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if err != nil {
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return err
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}
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fv, _ := v.Float64()
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if maxAvgCPU == 0 || fv > maxAvgCPU {
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maxAvgCPU = fv
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}
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}
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var maxVMRSSNum uint64
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col, err = fr.Column("VMRSS-NUM")
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if err != nil {
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return err
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}
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for i := 0; i < col.Count(); i++ {
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v, err := col.Value(i)
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if err != nil {
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return err
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}
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iv, _ := v.Uint64()
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if maxVMRSSNum == 0 || iv > maxVMRSSNum {
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maxVMRSSNum = iv
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}
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}
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row21ClientReceiveBytesSum = append(row21ClientReceiveBytesSum, humanize.Bytes(receiveBytesNumDeltaSum))
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row22lientTransmitBytesSum = append(row22lientTransmitBytesSum, humanize.Bytes(transmitBytesNumDeltaSum))
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row25ClientMaxCPU = append(row25ClientMaxCPU, fmt.Sprintf("%.2f %%", maxAvgCPU))
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row26ClientMaxMemory = append(row26ClientMaxMemory, humanize.Bytes(maxVMRSSNum))
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}
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{
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f, err := openToRead(testdata.ClientLatencyDistributionSummaryPath)
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if err != nil {
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return err
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}
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defer f.Close()
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rd := csv.NewReader(f)
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// FieldsPerRecord is the number of expected fields per record.
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// If FieldsPerRecord is positive, Read requires each record to
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// have the given number of fields. If FieldsPerRecord is 0, Read sets it to
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// the number of fields in the first record, so that future records must
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// have the same field count. If FieldsPerRecord is negative, no check is
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// made and records may have a variable number of fields.
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rd.FieldsPerRecord = -1
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rows, err := rd.ReadAll()
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if err != nil {
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return err
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}
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var totalErrCnt int64
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for _, row := range rows {
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switch row[0] {
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case "TOTAL-SECONDS":
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row01TotalSeconds = append(row01TotalSeconds, fmt.Sprintf("%s sec", row[1]))
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case "REQUESTS-PER-SECOND":
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fv, err := strconv.ParseFloat(row[1], 64)
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if err != nil {
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return err
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}
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avg := int64(fv)
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row06AverageThroughput = append(row06AverageThroughput, fmt.Sprintf("%s req/sec", humanize.Comma(avg)))
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case "SLOWEST-LATENCY-MS":
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row10SlowestLatency = append(row10SlowestLatency, fmt.Sprintf("%s ms", row[1]))
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case "FASTEST-LATENCY-MS":
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row08FastestLatency = append(row08FastestLatency, fmt.Sprintf("%s ms", row[1]))
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case "AVERAGE-LATENCY-MS":
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row09AverageLatency = append(row09AverageLatency, fmt.Sprintf("%s ms", row[1]))
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}
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if strings.HasPrefix(row[0], "ERROR:") {
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iv, err := strconv.ParseInt(row[1], 10, 64)
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if err != nil {
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return err
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}
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totalErrCnt += iv
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c1 := strings.TrimSpace(strings.Replace(row[0], "ERROR:", "", -1))
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c2 := humanize.Comma(iv)
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es := fmt.Sprintf("%s (count %s)", c1, c2)
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if _, ok := databaseIDToErrs[databaseID]; !ok {
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databaseIDToErrs[databaseID] = []string{es}
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} else {
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databaseIDToErrs[databaseID] = append(databaseIDToErrs[databaseID], es)
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}
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}
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}
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row27ClientErrorCount = append(row27ClientErrorCount, humanize.Comma(totalErrCnt))
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}
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{
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fr, err := dataframe.NewFromCSV(nil, testdata.ClientLatencyThroughputTimeseriesPath)
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if err != nil {
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return err
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}
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col, err := fr.Column("AVG-THROUGHPUT")
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if err != nil {
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return err
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}
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var min int64
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var max int64
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for i := 0; i < col.Count(); i++ {
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val, err := col.Value(i)
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if err != nil {
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return err
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}
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fv, _ := val.Float64()
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if i == 0 {
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min = int64(fv)
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}
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if max < int64(fv) {
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max = int64(fv)
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}
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if min > int64(fv) {
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min = int64(fv)
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}
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}
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row05MaxThroughput = append(row05MaxThroughput, fmt.Sprintf("%s req/sec", humanize.Comma(max)))
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row07MinThroughput = append(row07MinThroughput, fmt.Sprintf("%s req/sec", humanize.Comma(min)))
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}
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{
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fr, err := dataframe.NewFromCSV(nil, testdata.ServerDatasizeOnDiskSummaryPath)
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if err != nil {
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return err
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}
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col, err := fr.Column(dbtester.DatasizeOnDiskSummaryColumns[3]) // datasize in bytes
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if err != nil {
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return err
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}
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var sum float64
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for i := 0; i < col.Count(); i++ {
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val, err := col.Value(i)
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if err != nil {
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return err
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}
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fv, _ := val.Float64()
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sum += fv
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}
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avg := uint64(sum / float64(col.Count()))
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row32AverageDatasize = append(row32AverageDatasize, humanize.Bytes(avg))
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}
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{
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f, err := openToRead(testdata.ClientLatencyDistributionPercentilePath)
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if err != nil {
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return err
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}
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defer f.Close()
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|
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rd := csv.NewReader(f)
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|
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// FieldsPerRecord is the number of expected fields per record.
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// If FieldsPerRecord is positive, Read requires each record to
|
|
// have the given number of fields. If FieldsPerRecord is 0, Read sets it to
|
|
// the number of fields in the first record, so that future records must
|
|
// have the same field count. If FieldsPerRecord is negative, no check is
|
|
// made and records may have a variable number of fields.
|
|
rd.FieldsPerRecord = -1
|
|
|
|
rows, err := rd.ReadAll()
|
|
if err != nil {
|
|
return err
|
|
}
|
|
|
|
for ri, row := range rows {
|
|
if ri == 0 {
|
|
continue // skip header
|
|
}
|
|
switch row[0] {
|
|
case "p10":
|
|
row11p10 = append(row11p10, fmt.Sprintf("%s ms", row[1]))
|
|
case "p25":
|
|
row12p25 = append(row12p25, fmt.Sprintf("%s ms", row[1]))
|
|
case "p50":
|
|
row13p50 = append(row13p50, fmt.Sprintf("%s ms", row[1]))
|
|
case "p75":
|
|
row14p75 = append(row14p75, fmt.Sprintf("%s ms", row[1]))
|
|
case "p90":
|
|
row15p90 = append(row15p90, fmt.Sprintf("%s ms", row[1]))
|
|
case "p95":
|
|
row16p95 = append(row16p95, fmt.Sprintf("%s ms", row[1]))
|
|
case "p99":
|
|
row17p99 = append(row17p99, fmt.Sprintf("%s ms", row[1]))
|
|
case "p99.9":
|
|
row18p999 = append(row18p999, fmt.Sprintf("%s ms", row[1]))
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
aggRows := [][]string{
|
|
row00Header,
|
|
row01TotalSeconds,
|
|
row02TotalRequestNumber,
|
|
row05MaxThroughput,
|
|
row06AverageThroughput,
|
|
row07MinThroughput,
|
|
row08FastestLatency,
|
|
row09AverageLatency,
|
|
row10SlowestLatency,
|
|
row11p10,
|
|
row12p25,
|
|
row13p50,
|
|
row14p75,
|
|
row15p90,
|
|
row16p95,
|
|
row17p99,
|
|
row18p999,
|
|
|
|
row19ServerReceiveBytesSum,
|
|
row20ServerTransmitBytesSum,
|
|
row21ClientReceiveBytesSum,
|
|
row22lientTransmitBytesSum,
|
|
|
|
row23ServerMaxCPUUsage,
|
|
row24ServerMaxMemoryUsage,
|
|
row25ClientMaxCPU,
|
|
row26ClientMaxMemory,
|
|
|
|
row27ClientErrorCount,
|
|
|
|
row28ReadsCompletedDeltaSum,
|
|
row29SectorsReadDeltaSum,
|
|
row30WritesCompletedDeltaSum,
|
|
row31SectorsWrittenDeltaSum,
|
|
row32AverageDatasize,
|
|
}
|
|
|
|
plog.Printf("saving summary data to %q", cfg.Analyze.AllAggregatedOutputPathCSV)
|
|
file, err := openToOverwrite(cfg.Analyze.AllAggregatedOutputPathCSV)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
defer file.Close()
|
|
wr := csv.NewWriter(file)
|
|
if err := wr.WriteAll(aggRows); err != nil {
|
|
return err
|
|
}
|
|
wr.Flush()
|
|
if err := wr.Error(); err != nil {
|
|
return err
|
|
}
|
|
buf := new(bytes.Buffer)
|
|
tw := tablewriter.NewWriter(buf)
|
|
tw.SetHeader(aggRows[0])
|
|
for _, row := range aggRows[1:] {
|
|
tw.Append(row)
|
|
}
|
|
tw.SetAutoFormatHeaders(false)
|
|
tw.SetAlignment(tablewriter.ALIGN_RIGHT)
|
|
tw.Render()
|
|
|
|
errs := ""
|
|
for _, databaseID := range cfg.AllDatabaseIDList {
|
|
es, ok := databaseIDToErrs[databaseID]
|
|
if !ok {
|
|
continue
|
|
}
|
|
errs = databaseID + " " + "errors:\n" + strings.Join(es, "\n") + "\n"
|
|
}
|
|
plog.Printf("saving summary data to %q", cfg.Analyze.AllAggregatedOutputPathTXT)
|
|
stxt := buf.String()
|
|
if errs != "" {
|
|
stxt += "\n" + "\n" + errs
|
|
}
|
|
if err := toFile(stxt, changeExtToTxt(cfg.Analyze.AllAggregatedOutputPathTXT)); err != nil {
|
|
return err
|
|
}
|
|
|
|
// KEYS, MIN-LATENCY-MS, AVG-LATENCY-MS, MAX-LATENCY-MS
|
|
plog.Info("combining all latency data by keys")
|
|
allLatencyFrame := dataframe.New()
|
|
for _, databaseID := range cfg.AllDatabaseIDList {
|
|
testdata := cfg.DatabaseIDToTestData[databaseID]
|
|
|
|
fr, err := dataframe.NewFromCSV(nil, testdata.ClientLatencyByKeyNumberPath)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
colKeys, err := fr.Column("KEYS")
|
|
if err != nil {
|
|
return err
|
|
}
|
|
colKeys.UpdateHeader(makeHeader("KEYS", testdata.DatabaseTag))
|
|
if err = allLatencyFrame.AddColumn(colKeys); err != nil {
|
|
return err
|
|
}
|
|
|
|
colMinLatency, err := fr.Column("MIN-LATENCY-MS")
|
|
if err != nil {
|
|
return err
|
|
}
|
|
colMinLatency.UpdateHeader(makeHeader("MIN-LATENCY-MS", testdata.DatabaseTag))
|
|
if err = allLatencyFrame.AddColumn(colMinLatency); err != nil {
|
|
return err
|
|
}
|
|
|
|
colAvgLatency, err := fr.Column("AVG-LATENCY-MS")
|
|
if err != nil {
|
|
return err
|
|
}
|
|
colAvgLatency.UpdateHeader(makeHeader("AVG-LATENCY-MS", testdata.DatabaseTag))
|
|
if err = allLatencyFrame.AddColumn(colAvgLatency); err != nil {
|
|
return err
|
|
}
|
|
|
|
colMaxLatency, err := fr.Column("MAX-LATENCY-MS")
|
|
if err != nil {
|
|
return err
|
|
}
|
|
colMaxLatency.UpdateHeader(makeHeader("MAX-LATENCY-MS", testdata.DatabaseTag))
|
|
if err = allLatencyFrame.AddColumn(colMaxLatency); err != nil {
|
|
return err
|
|
}
|
|
}
|
|
// KEYS, MIN-VMRSS-MB, AVG-VMRSS-MB, MAX-VMRSS-MB
|
|
plog.Info("combining all server memory usage by keys")
|
|
allMemoryFrame := dataframe.New()
|
|
for _, databaseID := range cfg.AllDatabaseIDList {
|
|
testdata := cfg.DatabaseIDToTestData[databaseID]
|
|
|
|
fr, err := dataframe.NewFromCSV(nil, testdata.ServerMemoryByKeyNumberPath)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
colKeys, err := fr.Column("KEYS")
|
|
if err != nil {
|
|
return err
|
|
}
|
|
colKeys.UpdateHeader(makeHeader("KEYS", testdata.DatabaseTag))
|
|
if err = allMemoryFrame.AddColumn(colKeys); err != nil {
|
|
return err
|
|
}
|
|
|
|
colMemMin, err := fr.Column("MIN-VMRSS-MB")
|
|
if err != nil {
|
|
return err
|
|
}
|
|
colMemMin.UpdateHeader(makeHeader("MIN-VMRSS-MB", testdata.DatabaseTag))
|
|
if err = allMemoryFrame.AddColumn(colMemMin); err != nil {
|
|
return err
|
|
}
|
|
|
|
colMem, err := fr.Column("AVG-VMRSS-MB")
|
|
if err != nil {
|
|
return err
|
|
}
|
|
colMem.UpdateHeader(makeHeader("AVG-VMRSS-MB", testdata.DatabaseTag))
|
|
if err = allMemoryFrame.AddColumn(colMem); err != nil {
|
|
return err
|
|
}
|
|
|
|
colMemMax, err := fr.Column("MAX-VMRSS-MB")
|
|
if err != nil {
|
|
return err
|
|
}
|
|
colMemMax.UpdateHeader(makeHeader("MAX-VMRSS-MB", testdata.DatabaseTag))
|
|
if err = allMemoryFrame.AddColumn(colMemMax); err != nil {
|
|
return err
|
|
}
|
|
}
|
|
|
|
{
|
|
allLatencyFrameCfg := dbtester.Plot{
|
|
Column: "AVG-LATENCY-MS",
|
|
XAxis: "Cumulative Number of Keys",
|
|
YAxis: "Latency(millisecond) by Keys",
|
|
OutputPathList: make([]string, len(cfg.PlotList[0].OutputPathList)),
|
|
}
|
|
allLatencyFrameCfg.OutputPathList[0] = filepath.Join(filepath.Dir(cfg.PlotList[0].OutputPathList[0]), "AVG-LATENCY-MS-BY-KEY.svg")
|
|
allLatencyFrameCfg.OutputPathList[1] = filepath.Join(filepath.Dir(cfg.PlotList[0].OutputPathList[0]), "AVG-LATENCY-MS-BY-KEY.png")
|
|
plog.Printf("plotting %v", allLatencyFrameCfg.OutputPathList)
|
|
var pairs []pair
|
|
allCols := allLatencyFrame.Columns()
|
|
for i := 0; i < len(allCols)-3; i += 4 {
|
|
pairs = append(pairs, pair{
|
|
x: allCols[i], // x
|
|
y: allCols[i+2], // avg
|
|
})
|
|
}
|
|
if err = all.drawXY(allLatencyFrameCfg, pairs...); err != nil {
|
|
return err
|
|
}
|
|
newCSV := dataframe.New()
|
|
for _, p := range pairs {
|
|
if err = newCSV.AddColumn(p.x); err != nil {
|
|
return err
|
|
}
|
|
if err = newCSV.AddColumn(p.y); err != nil {
|
|
return err
|
|
}
|
|
}
|
|
csvPath := filepath.Join(filepath.Dir(cfg.PlotList[0].OutputPathList[0]), "AVG-LATENCY-MS-BY-KEY.csv")
|
|
if err := newCSV.CSV(csvPath); err != nil {
|
|
return err
|
|
}
|
|
}
|
|
{
|
|
// with error points
|
|
allLatencyFrameCfg := dbtester.Plot{
|
|
Column: "AVG-LATENCY-MS",
|
|
XAxis: "Cumulative Number of Keys",
|
|
YAxis: "Latency(millisecond) by Keys",
|
|
OutputPathList: make([]string, len(cfg.PlotList[0].OutputPathList)),
|
|
}
|
|
allLatencyFrameCfg.OutputPathList[0] = filepath.Join(filepath.Dir(cfg.PlotList[0].OutputPathList[0]), "AVG-LATENCY-MS-BY-KEY-ERROR-POINTS.svg")
|
|
allLatencyFrameCfg.OutputPathList[1] = filepath.Join(filepath.Dir(cfg.PlotList[0].OutputPathList[0]), "AVG-LATENCY-MS-BY-KEY-ERROR-POINTS.png")
|
|
plog.Printf("plotting %v", allLatencyFrameCfg.OutputPathList)
|
|
var triplets []triplet
|
|
allCols := allLatencyFrame.Columns()
|
|
for i := 0; i < len(allCols)-3; i += 4 {
|
|
triplets = append(triplets, triplet{
|
|
x: allCols[i],
|
|
minCol: allCols[i+1],
|
|
avgCol: allCols[i+2],
|
|
maxCol: allCols[i+3],
|
|
})
|
|
}
|
|
if err = all.drawXYWithErrorPoints(allLatencyFrameCfg, triplets...); err != nil {
|
|
return err
|
|
}
|
|
newCSV := dataframe.New()
|
|
for _, tri := range triplets {
|
|
if err = newCSV.AddColumn(tri.x); err != nil {
|
|
return err
|
|
}
|
|
if err = newCSV.AddColumn(tri.minCol); err != nil {
|
|
return err
|
|
}
|
|
if err = newCSV.AddColumn(tri.avgCol); err != nil {
|
|
return err
|
|
}
|
|
if err = newCSV.AddColumn(tri.maxCol); err != nil {
|
|
return err
|
|
}
|
|
}
|
|
csvPath := filepath.Join(filepath.Dir(cfg.PlotList[0].OutputPathList[0]), "AVG-LATENCY-MS-BY-KEY-ERROR-POINTS.csv")
|
|
if err := newCSV.CSV(csvPath); err != nil {
|
|
return err
|
|
}
|
|
}
|
|
{
|
|
allMemoryFrameCfg := dbtester.Plot{
|
|
Column: "AVG-VMRSS-MB",
|
|
XAxis: "Cumulative Number of Keys",
|
|
YAxis: "Memory(MB) by Keys",
|
|
OutputPathList: make([]string, len(cfg.PlotList[0].OutputPathList)),
|
|
}
|
|
allMemoryFrameCfg.OutputPathList[0] = filepath.Join(filepath.Dir(cfg.PlotList[0].OutputPathList[0]), "AVG-VMRSS-MB-BY-KEY.svg")
|
|
allMemoryFrameCfg.OutputPathList[1] = filepath.Join(filepath.Dir(cfg.PlotList[0].OutputPathList[0]), "AVG-VMRSS-MB-BY-KEY.png")
|
|
plog.Printf("plotting %v", allMemoryFrameCfg.OutputPathList)
|
|
var pairs []pair
|
|
allCols := allMemoryFrame.Columns()
|
|
for i := 0; i < len(allCols)-3; i += 4 {
|
|
pairs = append(pairs, pair{
|
|
x: allCols[i], // x
|
|
y: allCols[i+2], // avg
|
|
})
|
|
}
|
|
if err = all.drawXY(allMemoryFrameCfg, pairs...); err != nil {
|
|
return err
|
|
}
|
|
newCSV := dataframe.New()
|
|
for _, p := range pairs {
|
|
if err = newCSV.AddColumn(p.x); err != nil {
|
|
return err
|
|
}
|
|
if err = newCSV.AddColumn(p.y); err != nil {
|
|
return err
|
|
}
|
|
}
|
|
csvPath := filepath.Join(filepath.Dir(cfg.PlotList[0].OutputPathList[0]), "AVG-VMRSS-MB-BY-KEY.csv")
|
|
if err := newCSV.CSV(csvPath); err != nil {
|
|
return err
|
|
}
|
|
}
|
|
{
|
|
// with error points
|
|
allMemoryFrameCfg := dbtester.Plot{
|
|
Column: "AVG-VMRSS-MB",
|
|
XAxis: "Cumulative Number of Keys",
|
|
YAxis: "Memory(MB) by Keys",
|
|
OutputPathList: make([]string, len(cfg.PlotList[0].OutputPathList)),
|
|
}
|
|
allMemoryFrameCfg.OutputPathList[0] = filepath.Join(filepath.Dir(cfg.PlotList[0].OutputPathList[0]), "AVG-VMRSS-MB-BY-KEY-ERROR-POINTS.svg")
|
|
allMemoryFrameCfg.OutputPathList[1] = filepath.Join(filepath.Dir(cfg.PlotList[0].OutputPathList[0]), "AVG-VMRSS-MB-BY-KEY-ERROR-POINTS.png")
|
|
plog.Printf("plotting %v", allMemoryFrameCfg.OutputPathList)
|
|
var triplets []triplet
|
|
allCols := allMemoryFrame.Columns()
|
|
for i := 0; i < len(allCols)-3; i += 4 {
|
|
triplets = append(triplets, triplet{
|
|
x: allCols[i],
|
|
minCol: allCols[i+1],
|
|
avgCol: allCols[i+2],
|
|
maxCol: allCols[i+3],
|
|
})
|
|
}
|
|
if err = all.drawXYWithErrorPoints(allMemoryFrameCfg, triplets...); err != nil {
|
|
return err
|
|
}
|
|
newCSV := dataframe.New()
|
|
for _, tri := range triplets {
|
|
if err = newCSV.AddColumn(tri.x); err != nil {
|
|
return err
|
|
}
|
|
if err = newCSV.AddColumn(tri.minCol); err != nil {
|
|
return err
|
|
}
|
|
if err = newCSV.AddColumn(tri.avgCol); err != nil {
|
|
return err
|
|
}
|
|
if err = newCSV.AddColumn(tri.maxCol); err != nil {
|
|
return err
|
|
}
|
|
}
|
|
csvPath := filepath.Join(filepath.Dir(cfg.PlotList[0].OutputPathList[0]), "AVG-VMRSS-MB-BY-KEY-ERROR-POINTS.csv")
|
|
if err := newCSV.CSV(csvPath); err != nil {
|
|
return err
|
|
}
|
|
}
|
|
|
|
plog.Println("combining data for plotting")
|
|
for _, plotConfig := range cfg.PlotList {
|
|
plog.Printf("plotting %q", plotConfig.Column)
|
|
var clientNumColumns []dataframe.Column
|
|
var pairs []pair
|
|
var dataColumns []dataframe.Column
|
|
for i, ad := range all.data {
|
|
databaseID := all.allDatabaseIDList[i]
|
|
tag := cfg.DatabaseIDToTestGroup[databaseID].DatabaseTag
|
|
|
|
avgCol, err := ad.aggregated.Column("CONTROL-CLIENT-NUM")
|
|
if err != nil {
|
|
return err
|
|
}
|
|
avgCol.UpdateHeader(makeHeader("CONTROL-CLIENT-NUM", tag))
|
|
clientNumColumns = append(clientNumColumns, avgCol)
|
|
|
|
col, err := ad.aggregated.Column(plotConfig.Column)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
col.UpdateHeader(makeHeader(plotConfig.Column, tag))
|
|
pairs = append(pairs, pair{y: col})
|
|
dataColumns = append(dataColumns, col)
|
|
}
|
|
if err = all.draw(plotConfig, pairs...); err != nil {
|
|
return err
|
|
}
|
|
|
|
plog.Printf("saving data for %q of all database", plotConfig.Column)
|
|
nf1, err := dataframe.NewFromColumns(nil, dataColumns...)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
if err = nf1.CSV(plotConfig.OutputPathCSV); err != nil {
|
|
return err
|
|
}
|
|
|
|
plog.Printf("saving data for %q of all database (by client number)", plotConfig.Column)
|
|
nf2 := dataframe.New()
|
|
for i := range clientNumColumns {
|
|
if clientNumColumns[i].Count() != dataColumns[i].Count() {
|
|
return fmt.Errorf("%q row count %d != %q row count %d",
|
|
clientNumColumns[i].Header(),
|
|
clientNumColumns[i].Count(),
|
|
dataColumns[i].Header(),
|
|
dataColumns[i].Count(),
|
|
)
|
|
}
|
|
if err := nf2.AddColumn(clientNumColumns[i]); err != nil {
|
|
return err
|
|
}
|
|
if err := nf2.AddColumn(dataColumns[i]); err != nil {
|
|
return err
|
|
}
|
|
}
|
|
if err = nf2.CSV(filepath.Join(filepath.Dir(plotConfig.OutputPathCSV), plotConfig.Column+"-BY-CLIENT-NUM"+".csv")); err != nil {
|
|
return err
|
|
}
|
|
|
|
if len(cfg.DatabaseIDToTestGroup[cfg.AllDatabaseIDList[0]].BenchmarkOptions.ConnectionClientNumbers) > 0 {
|
|
plog.Printf("aggregating data for %q of all database (by client number)", plotConfig.Column)
|
|
nf3 := dataframe.New()
|
|
var firstKeys []int
|
|
for i := range clientNumColumns {
|
|
n := clientNumColumns[i].Count()
|
|
allData := make(map[int]float64)
|
|
for j := 0; j < n; j++ {
|
|
v1, err := clientNumColumns[i].Value(j)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
num, _ := v1.Int64()
|
|
|
|
v2, err := dataColumns[i].Value(j)
|
|
if err != nil {
|
|
return err
|
|
}
|
|
data, _ := v2.Float64()
|
|
|
|
if v, ok := allData[int(num)]; ok {
|
|
allData[int(num)] = (v + data) / 2
|
|
} else {
|
|
allData[int(num)] = data
|
|
}
|
|
}
|
|
var allKeys []int
|
|
for k := range allData {
|
|
allKeys = append(allKeys, k)
|
|
}
|
|
sort.Ints(allKeys)
|
|
|
|
if i == 0 {
|
|
firstKeys = allKeys
|
|
}
|
|
if !reflect.DeepEqual(firstKeys, allKeys) {
|
|
return fmt.Errorf("all keys must be %+v, got %+v", firstKeys, allKeys)
|
|
}
|
|
|
|
if i == 0 {
|
|
col1 := dataframe.NewColumn("CONTROL-CLIENT-NUM")
|
|
for j := range allKeys {
|
|
col1.PushBack(dataframe.NewStringValue(allKeys[j]))
|
|
}
|
|
if err := nf3.AddColumn(col1); err != nil {
|
|
return err
|
|
}
|
|
}
|
|
col2 := dataframe.NewColumn(dataColumns[i].Header())
|
|
for j := range allKeys {
|
|
col2.PushBack(dataframe.NewStringValue(fmt.Sprintf("%.4f", allData[allKeys[j]])))
|
|
}
|
|
if err := nf3.AddColumn(col2); err != nil {
|
|
return err
|
|
}
|
|
}
|
|
if err = nf3.CSV(filepath.Join(filepath.Dir(plotConfig.OutputPathCSV), plotConfig.Column+"-BY-CLIENT-NUM-aggregated"+".csv")); err != nil {
|
|
return err
|
|
}
|
|
}
|
|
}
|
|
|
|
return cfg.WriteREADME(stxt)
|
|
}
|
|
|
|
func changeExtToTxt(fpath string) string {
|
|
ext := filepath.Ext(fpath)
|
|
return strings.Replace(fpath, ext, ".txt", -1)
|
|
}
|