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// Copyright 2014 Google Inc. All Rights Reserved.
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
// Package measurement export utility functions to manipulate/format performance profile sample values.
package measurement
import (
"fmt"
"strings"
"time"
"github.com/google/pprof/profile"
)
// ScaleProfiles updates the units in a set of profiles to make them
// compatible. It scales the profiles to the smallest unit to preserve
// data.
func ScaleProfiles(profiles []*profile.Profile) error {
if len(profiles) == 0 {
return nil
}
periodTypes := make([]*profile.ValueType, 0, len(profiles))
for _, p := range profiles {
if p.PeriodType != nil {
periodTypes = append(periodTypes, p.PeriodType)
}
}
periodType, err := CommonValueType(periodTypes)
if err != nil {
return fmt.Errorf("period type: %v", err)
}
// Identify common sample types
numSampleTypes := len(profiles[0].SampleType)
for _, p := range profiles[1:] {
if numSampleTypes != len(p.SampleType) {
return fmt.Errorf("inconsistent samples type count: %d != %d", numSampleTypes, len(p.SampleType))
}
}
sampleType := make([]*profile.ValueType, numSampleTypes)
for i := 0; i < numSampleTypes; i++ {
sampleTypes := make([]*profile.ValueType, len(profiles))
for j, p := range profiles {
sampleTypes[j] = p.SampleType[i]
}
sampleType[i], err = CommonValueType(sampleTypes)
if err != nil {
return fmt.Errorf("sample types: %v", err)
}
}
for _, p := range profiles {
if p.PeriodType != nil && periodType != nil {
period, _ := Scale(p.Period, p.PeriodType.Unit, periodType.Unit)
p.Period, p.PeriodType.Unit = int64(period), periodType.Unit
}
ratios := make([]float64, len(p.SampleType))
for i, st := range p.SampleType {
if sampleType[i] == nil {
ratios[i] = 1
continue
}
ratios[i], _ = Scale(1, st.Unit, sampleType[i].Unit)
p.SampleType[i].Unit = sampleType[i].Unit
}
if err := p.ScaleN(ratios); err != nil {
return fmt.Errorf("scale: %v", err)
}
}
return nil
}
// CommonValueType returns the finest type from a set of compatible
// types.
func CommonValueType(ts []*profile.ValueType) (*profile.ValueType, error) {
if len(ts) <= 1 {
return nil, nil
}
minType := ts[0]
for _, t := range ts[1:] {
if !compatibleValueTypes(minType, t) {
return nil, fmt.Errorf("incompatible types: %v %v", *minType, *t)
}
if ratio, _ := Scale(1, t.Unit, minType.Unit); ratio < 1 {
minType = t
}
}
rcopy := *minType
return &rcopy, nil
}
func compatibleValueTypes(v1, v2 *profile.ValueType) bool {
if v1 == nil || v2 == nil {
return true // No grounds to disqualify.
}
// Remove trailing 's' to permit minor mismatches.
if t1, t2 := strings.TrimSuffix(v1.Type, "s"), strings.TrimSuffix(v2.Type, "s"); t1 != t2 {
return false
}
return v1.Unit == v2.Unit ||
(isTimeUnit(v1.Unit) && isTimeUnit(v2.Unit)) ||
(isMemoryUnit(v1.Unit) && isMemoryUnit(v2.Unit))
}
// Scale a measurement from an unit to a different unit and returns
// the scaled value and the target unit. The returned target unit
// will be empty if uninteresting (could be skipped).
func Scale(value int64, fromUnit, toUnit string) (float64, string) {
// Avoid infinite recursion on overflow.
if value < 0 && -value > 0 {
v, u := Scale(-value, fromUnit, toUnit)
return -v, u
}
if m, u, ok := memoryLabel(value, fromUnit, toUnit); ok {
return m, u
}
if t, u, ok := timeLabel(value, fromUnit, toUnit); ok {
return t, u
}
// Skip non-interesting units.
switch toUnit {
case "count", "sample", "unit", "minimum", "auto":
return float64(value), ""
default:
return float64(value), toUnit
}
}
// Label returns the label used to describe a certain measurement.
func Label(value int64, unit string) string {
return ScaledLabel(value, unit, "auto")
}
// ScaledLabel scales the passed-in measurement (if necessary) and
// returns the label used to describe a float measurement.
func ScaledLabel(value int64, fromUnit, toUnit string) string {
v, u := Scale(value, fromUnit, toUnit)
sv := strings.TrimSuffix(fmt.Sprintf("%.2f", v), ".00")
if sv == "0" || sv == "-0" {
return "0"
}
return sv + u
}
// isMemoryUnit returns whether a name is recognized as a memory size
// unit.
func isMemoryUnit(unit string) bool {
switch strings.TrimSuffix(strings.ToLower(unit), "s") {
case "byte", "b", "kilobyte", "kb", "megabyte", "mb", "gigabyte", "gb":
return true
}
return false
}
func memoryLabel(value int64, fromUnit, toUnit string) (v float64, u string, ok bool) {
fromUnit = strings.TrimSuffix(strings.ToLower(fromUnit), "s")
toUnit = strings.TrimSuffix(strings.ToLower(toUnit), "s")
switch fromUnit {
case "byte", "b":
case "kilobyte", "kb":
value *= 1024
case "megabyte", "mb":
value *= 1024 * 1024
case "gigabyte", "gb":
value *= 1024 * 1024 * 1024
default:
return 0, "", false
}
if toUnit == "minimum" || toUnit == "auto" {
switch {
case value < 1024:
toUnit = "b"
case value < 1024*1024:
toUnit = "kb"
case value < 1024*1024*1024:
toUnit = "mb"
default:
toUnit = "gb"
}
}
var output float64
switch toUnit {
default:
output, toUnit = float64(value), "B"
case "kb", "kbyte", "kilobyte":
output, toUnit = float64(value)/1024, "kB"
case "mb", "mbyte", "megabyte":
output, toUnit = float64(value)/(1024*1024), "MB"
case "gb", "gbyte", "gigabyte":
output, toUnit = float64(value)/(1024*1024*1024), "GB"
}
return output, toUnit, true
}
// isTimeUnit returns whether a name is recognized as a time unit.
func isTimeUnit(unit string) bool {
unit = strings.ToLower(unit)
if len(unit) > 2 {
unit = strings.TrimSuffix(unit, "s")
}
switch unit {
case "nanosecond", "ns", "microsecond", "millisecond", "ms", "s", "second", "sec", "hr", "day", "week", "year":
return true
}
return false
}
func timeLabel(value int64, fromUnit, toUnit string) (v float64, u string, ok bool) {
fromUnit = strings.ToLower(fromUnit)
if len(fromUnit) > 2 {
fromUnit = strings.TrimSuffix(fromUnit, "s")
}
toUnit = strings.ToLower(toUnit)
if len(toUnit) > 2 {
toUnit = strings.TrimSuffix(toUnit, "s")
}
var d time.Duration
switch fromUnit {
case "nanosecond", "ns":
d = time.Duration(value) * time.Nanosecond
case "microsecond":
d = time.Duration(value) * time.Microsecond
case "millisecond", "ms":
d = time.Duration(value) * time.Millisecond
case "second", "sec", "s":
d = time.Duration(value) * time.Second
case "cycle":
return float64(value), "", true
default:
return 0, "", false
}
if toUnit == "minimum" || toUnit == "auto" {
switch {
case d < 1*time.Microsecond:
toUnit = "ns"
case d < 1*time.Millisecond:
toUnit = "us"
case d < 1*time.Second:
toUnit = "ms"
case d < 1*time.Minute:
toUnit = "sec"
case d < 1*time.Hour:
toUnit = "min"
case d < 24*time.Hour:
toUnit = "hour"
case d < 15*24*time.Hour:
toUnit = "day"
case d < 120*24*time.Hour:
toUnit = "week"
default:
toUnit = "year"
}
}
var output float64
dd := float64(d)
switch toUnit {
case "ns", "nanosecond":
output, toUnit = dd/float64(time.Nanosecond), "ns"
case "us", "microsecond":
output, toUnit = dd/float64(time.Microsecond), "us"
case "ms", "millisecond":
output, toUnit = dd/float64(time.Millisecond), "ms"
case "min", "minute":
output, toUnit = dd/float64(time.Minute), "mins"
case "hour", "hr":
output, toUnit = dd/float64(time.Hour), "hrs"
case "day":
output, toUnit = dd/float64(24*time.Hour), "days"
case "week", "wk":
output, toUnit = dd/float64(7*24*time.Hour), "wks"
case "year", "yr":
output, toUnit = dd/float64(365*7*24*time.Hour), "yrs"
default:
fallthrough
case "sec", "second", "s":
output, toUnit = dd/float64(time.Second), "s"
}
return output, toUnit, true
}