// Copyright 2016 Google LLC // // 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 stat import ( "bytes" "encoding/csv" "fmt" "io" "math" "sort" "strconv" "text/tabwriter" "time" ) type byDuration []time.Duration func (data byDuration) Len() int { return len(data) } func (data byDuration) Swap(i, j int) { data[i], data[j] = data[j], data[i] } func (data byDuration) Less(i, j int) bool { return data[i] < data[j] } // quantile returns a value representing the kth of q quantiles. // May alter the order of data. func quantile(data []time.Duration, k, q int) (quantile time.Duration, ok bool) { if len(data) < 1 { return 0, false } if k > q { return 0, false } if k < 0 || q < 1 { return 0, false } sort.Sort(byDuration(data)) if k == 0 { return data[0], true } if k == q { return data[len(data)-1], true } bucketSize := float64(len(data)-1) / float64(q) i := float64(k) * bucketSize lower := int(math.Trunc(i)) var upper int if i > float64(lower) && lower+1 < len(data) { // If the quantile lies between two elements upper = lower + 1 } else { upper = lower } weightUpper := i - float64(lower) weightLower := 1 - weightUpper return time.Duration(weightLower*float64(data[lower]) + weightUpper*float64(data[upper])), true } // Aggregate is an aggregate of latencies. type Aggregate struct { Name string Count, Errors int Min, Median, Max time.Duration P75, P90, P95, P99 time.Duration // percentiles } // NewAggregate constructs an aggregate from latencies. Returns nil if latencies does not contain aggregateable data. func NewAggregate(name string, latencies []time.Duration, errorCount int) *Aggregate { agg := Aggregate{Name: name, Count: len(latencies), Errors: errorCount} if len(latencies) == 0 { return nil } var ok bool if agg.Min, ok = quantile(latencies, 0, 2); !ok { return nil } if agg.Median, ok = quantile(latencies, 1, 2); !ok { return nil } if agg.Max, ok = quantile(latencies, 2, 2); !ok { return nil } if agg.P75, ok = quantile(latencies, 75, 100); !ok { return nil } if agg.P90, ok = quantile(latencies, 90, 100); !ok { return nil } if agg.P95, ok = quantile(latencies, 95, 100); !ok { return nil } if agg.P99, ok = quantile(latencies, 99, 100); !ok { return nil } return &agg } func (agg *Aggregate) String() string { if agg == nil { return "no data" } var buf bytes.Buffer tw := tabwriter.NewWriter(&buf, 0, 0, 1, ' ', 0) // one-space padding fmt.Fprintf(tw, "min:\t%v\nmedian:\t%v\nmax:\t%v\n95th percentile:\t%v\n99th percentile:\t%v\n", agg.Min, agg.Median, agg.Max, agg.P95, agg.P99) tw.Flush() return buf.String() } // WriteCSV writes a csv file to the given Writer, // with a header row and one row per aggregate. func WriteCSV(aggs []*Aggregate, iow io.Writer) (err error) { w := csv.NewWriter(iow) defer func() { w.Flush() if err == nil { err = w.Error() } }() err = w.Write([]string{"name", "count", "errors", "min", "median", "max", "p75", "p90", "p95", "p99"}) if err != nil { return err } for _, agg := range aggs { err = w.Write([]string{ agg.Name, strconv.Itoa(agg.Count), strconv.Itoa(agg.Errors), agg.Min.String(), agg.Median.String(), agg.Max.String(), agg.P75.String(), agg.P90.String(), agg.P95.String(), agg.P99.String(), }) if err != nil { return err } } return nil }