// 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" "math" "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 || (timeUnits.sniffUnit(v1.Unit) != nil && timeUnits.sniffUnit(v2.Unit) != nil) || (memoryUnits.sniffUnit(v1.Unit) != nil && memoryUnits.sniffUnit(v2.Unit) != nil) || (gcuUnits.sniffUnit(v1.Unit) != nil && gcuUnits.sniffUnit(v2.Unit) != nil) } // 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 := memoryUnits.convertUnit(value, fromUnit, toUnit); ok { return m, u } if t, u, ok := timeUnits.convertUnit(value, fromUnit, toUnit); ok { return t, u } if g, u, ok := gcuUnits.convertUnit(value, fromUnit, toUnit); ok { return g, 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 } // Percentage computes the percentage of total of a value, and encodes // it as a string. At least two digits of precision are printed. func Percentage(value, total int64) string { var ratio float64 if total != 0 { ratio = math.Abs(float64(value)/float64(total)) * 100 } switch { case math.Abs(ratio) >= 99.95 && math.Abs(ratio) <= 100.05: return " 100%" case math.Abs(ratio) >= 1.0: return fmt.Sprintf("%5.2f%%", ratio) default: return fmt.Sprintf("%5.2g%%", ratio) } } // unit includes a list of aliases representing a specific unit and a factor // which one can multiple a value in the specified unit by to get the value // in terms of the base unit. type unit struct { canonicalName string aliases []string factor float64 } // unitType includes a list of units that are within the same category (i.e. // memory or time units) and a default unit to use for this type of unit. type unitType struct { defaultUnit unit units []unit } // findByAlias returns the unit associated with the specified alias. It returns // nil if the unit with such alias is not found. func (ut unitType) findByAlias(alias string) *unit { for _, u := range ut.units { for _, a := range u.aliases { if alias == a { return &u } } } return nil } // sniffUnit simpifies the input alias and returns the unit associated with the // specified alias. It returns nil if the unit with such alias is not found. func (ut unitType) sniffUnit(unit string) *unit { unit = strings.ToLower(unit) if len(unit) > 2 { unit = strings.TrimSuffix(unit, "s") } return ut.findByAlias(unit) } // autoScale takes in the value with units of the base unit and returns // that value scaled to a reasonable unit if a reasonable unit is // found. func (ut unitType) autoScale(value float64) (float64, string, bool) { var f float64 var unit string for _, u := range ut.units { if u.factor >= f && (value/u.factor) >= 1.0 { f = u.factor unit = u.canonicalName } } if f == 0 { return 0, "", false } return value / f, unit, true } // convertUnit converts a value from the fromUnit to the toUnit, autoscaling // the value if the toUnit is "minimum" or "auto". If the fromUnit is not // included in the unitType, then a false boolean will be returned. If the // toUnit is not in the unitType, the value will be returned in terms of the // default unitType. func (ut unitType) convertUnit(value int64, fromUnitStr, toUnitStr string) (float64, string, bool) { fromUnit := ut.sniffUnit(fromUnitStr) if fromUnit == nil { return 0, "", false } v := float64(value) * fromUnit.factor if toUnitStr == "minimum" || toUnitStr == "auto" { if v, u, ok := ut.autoScale(v); ok { return v, u, true } return v / ut.defaultUnit.factor, ut.defaultUnit.canonicalName, true } toUnit := ut.sniffUnit(toUnitStr) if toUnit == nil { return v / ut.defaultUnit.factor, ut.defaultUnit.canonicalName, true } return v / toUnit.factor, toUnit.canonicalName, true } var memoryUnits = unitType{ units: []unit{ {"B", []string{"b", "byte"}, 1}, {"kB", []string{"kb", "kbyte", "kilobyte"}, float64(1 << 10)}, {"MB", []string{"mb", "mbyte", "megabyte"}, float64(1 << 20)}, {"GB", []string{"gb", "gbyte", "gigabyte"}, float64(1 << 30)}, {"TB", []string{"tb", "tbyte", "terabyte"}, float64(1 << 40)}, {"PB", []string{"pb", "pbyte", "petabyte"}, float64(1 << 50)}, }, defaultUnit: unit{"B", []string{"b", "byte"}, 1}, } var timeUnits = unitType{ units: []unit{ {"ns", []string{"ns", "nanosecond"}, float64(time.Nanosecond)}, {"us", []string{"μs", "us", "microsecond"}, float64(time.Microsecond)}, {"ms", []string{"ms", "millisecond"}, float64(time.Millisecond)}, {"s", []string{"s", "sec", "second"}, float64(time.Second)}, {"hrs", []string{"hour", "hr"}, float64(time.Hour)}, }, defaultUnit: unit{"s", []string{}, float64(time.Second)}, } var gcuUnits = unitType{ units: []unit{ {"n*GCU", []string{"nanogcu"}, 1e-9}, {"u*GCU", []string{"microgcu"}, 1e-6}, {"m*GCU", []string{"milligcu"}, 1e-3}, {"GCU", []string{"gcu"}, 1}, {"k*GCU", []string{"kilogcu"}, 1e3}, {"M*GCU", []string{"megagcu"}, 1e6}, {"G*GCU", []string{"gigagcu"}, 1e9}, {"T*GCU", []string{"teragcu"}, 1e12}, {"P*GCU", []string{"petagcu"}, 1e15}, }, defaultUnit: unit{"GCU", []string{}, 1.0}, }