prometheus/promql/bench_test.go
Bryan Boreham cf54a14f9c promql: add a benchmark for topk with k > 1
I picked k = 5.

Signed-off-by: Bryan Boreham <bjboreham@gmail.com>
2023-03-28 11:07:29 +00:00

305 lines
7.3 KiB
Go

// Copyright 2015 The Prometheus Authors
// 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 promql
import (
"context"
"fmt"
"strconv"
"strings"
"testing"
"time"
"github.com/prometheus/prometheus/model/labels"
"github.com/prometheus/prometheus/promql/parser"
"github.com/prometheus/prometheus/storage"
"github.com/prometheus/prometheus/util/teststorage"
)
func setupRangeQueryTestData(stor *teststorage.TestStorage, engine *Engine, interval, numIntervals int) error {
metrics := []labels.Labels{}
metrics = append(metrics, labels.FromStrings("__name__", "a_one"))
metrics = append(metrics, labels.FromStrings("__name__", "b_one"))
for j := 0; j < 10; j++ {
metrics = append(metrics, labels.FromStrings("__name__", "h_one", "le", strconv.Itoa(j)))
}
metrics = append(metrics, labels.FromStrings("__name__", "h_one", "le", "+Inf"))
for i := 0; i < 10; i++ {
metrics = append(metrics, labels.FromStrings("__name__", "a_ten", "l", strconv.Itoa(i)))
metrics = append(metrics, labels.FromStrings("__name__", "b_ten", "l", strconv.Itoa(i)))
for j := 0; j < 10; j++ {
metrics = append(metrics, labels.FromStrings("__name__", "h_ten", "l", strconv.Itoa(i), "le", strconv.Itoa(j)))
}
metrics = append(metrics, labels.FromStrings("__name__", "h_ten", "l", strconv.Itoa(i), "le", "+Inf"))
}
for i := 0; i < 100; i++ {
metrics = append(metrics, labels.FromStrings("__name__", "a_hundred", "l", strconv.Itoa(i)))
metrics = append(metrics, labels.FromStrings("__name__", "b_hundred", "l", strconv.Itoa(i)))
for j := 0; j < 10; j++ {
metrics = append(metrics, labels.FromStrings("__name__", "h_hundred", "l", strconv.Itoa(i), "le", strconv.Itoa(j)))
}
metrics = append(metrics, labels.FromStrings("__name__", "h_hundred", "l", strconv.Itoa(i), "le", "+Inf"))
}
refs := make([]storage.SeriesRef, len(metrics))
for s := 0; s < numIntervals; s++ {
a := stor.Appender(context.Background())
ts := int64(s * interval)
for i, metric := range metrics {
ref, _ := a.Append(refs[i], metric, ts, float64(s)+float64(i)/float64(len(metrics)))
refs[i] = ref
}
if err := a.Commit(); err != nil {
return err
}
}
return nil
}
type benchCase struct {
expr string
steps int
}
func rangeQueryCases() []benchCase {
cases := []benchCase{
// Plain retrieval.
{
expr: "a_X",
},
// Simple rate.
{
expr: "rate(a_X[1m])",
},
{
expr: "rate(a_X[1m])",
steps: 10000,
},
// Holt-Winters and long ranges.
{
expr: "holt_winters(a_X[1d], 0.3, 0.3)",
},
{
expr: "changes(a_X[1d])",
},
{
expr: "rate(a_X[1d])",
},
{
expr: "absent_over_time(a_X[1d])",
},
// Unary operators.
{
expr: "-a_X",
},
// Binary operators.
{
expr: "a_X - b_X",
},
{
expr: "a_X - b_X",
steps: 10000,
},
{
expr: "a_X and b_X{l=~'.*[0-4]$'}",
},
{
expr: "a_X or b_X{l=~'.*[0-4]$'}",
},
{
expr: "a_X unless b_X{l=~'.*[0-4]$'}",
},
{
expr: "a_X and b_X{l='notfound'}",
},
// Simple functions.
{
expr: "abs(a_X)",
},
{
expr: "label_replace(a_X, 'l2', '$1', 'l', '(.*)')",
},
{
expr: "label_join(a_X, 'l2', '-', 'l', 'l')",
},
// Simple aggregations.
{
expr: "sum(a_X)",
},
{
expr: "sum without (l)(h_X)",
},
{
expr: "sum without (le)(h_X)",
},
{
expr: "sum by (l)(h_X)",
},
{
expr: "sum by (le)(h_X)",
},
{
expr: "count_values('value', h_X)",
},
{
expr: "topk(1, a_X)",
},
{
expr: "topk(5, a_X)",
},
// Combinations.
{
expr: "rate(a_X[1m]) + rate(b_X[1m])",
},
{
expr: "sum without (l)(rate(a_X[1m]))",
},
{
expr: "sum without (l)(rate(a_X[1m])) / sum without (l)(rate(b_X[1m]))",
},
{
expr: "histogram_quantile(0.9, rate(h_X[5m]))",
},
// Many-to-one join.
{
expr: "a_X + on(l) group_right a_one",
},
// Label compared to blank string.
{
expr: "count({__name__!=\"\"})",
steps: 1,
},
{
expr: "count({__name__!=\"\",l=\"\"})",
steps: 1,
},
}
// X in an expr will be replaced by different metric sizes.
tmp := []benchCase{}
for _, c := range cases {
if !strings.Contains(c.expr, "X") {
tmp = append(tmp, c)
} else {
tmp = append(tmp, benchCase{expr: strings.Replace(c.expr, "X", "one", -1), steps: c.steps})
tmp = append(tmp, benchCase{expr: strings.Replace(c.expr, "X", "ten", -1), steps: c.steps})
tmp = append(tmp, benchCase{expr: strings.Replace(c.expr, "X", "hundred", -1), steps: c.steps})
}
}
cases = tmp
// No step will be replaced by cases with the standard step.
tmp = []benchCase{}
for _, c := range cases {
if c.steps != 0 {
tmp = append(tmp, c)
} else {
tmp = append(tmp, benchCase{expr: c.expr, steps: 1})
tmp = append(tmp, benchCase{expr: c.expr, steps: 10})
tmp = append(tmp, benchCase{expr: c.expr, steps: 100})
tmp = append(tmp, benchCase{expr: c.expr, steps: 1000})
}
}
return tmp
}
func BenchmarkRangeQuery(b *testing.B) {
stor := teststorage.New(b)
defer stor.Close()
opts := EngineOpts{
Logger: nil,
Reg: nil,
MaxSamples: 50000000,
Timeout: 100 * time.Second,
}
engine := NewEngine(opts)
const interval = 10000 // 10s interval.
// A day of data plus 10k steps.
numIntervals := 8640 + 10000
err := setupRangeQueryTestData(stor, engine, interval, numIntervals)
if err != nil {
b.Fatal(err)
}
cases := rangeQueryCases()
for _, c := range cases {
name := fmt.Sprintf("expr=%s,steps=%d", c.expr, c.steps)
b.Run(name, func(b *testing.B) {
b.ReportAllocs()
for i := 0; i < b.N; i++ {
qry, err := engine.NewRangeQuery(
stor, nil, c.expr,
time.Unix(int64((numIntervals-c.steps)*10), 0),
time.Unix(int64(numIntervals*10), 0), time.Second*10)
if err != nil {
b.Fatal(err)
}
res := qry.Exec(context.Background())
if res.Err != nil {
b.Fatal(res.Err)
}
qry.Close()
}
})
}
}
func BenchmarkParser(b *testing.B) {
cases := []string{
"a",
"metric",
"1",
"1 >= bool 1",
"1 + 2/(3*1)",
"foo or bar",
"foo and bar unless baz or qux",
"bar + on(foo) bla / on(baz, buz) group_right(test) blub",
"foo / ignoring(test,blub) group_left(blub) bar",
"foo - ignoring(test,blub) group_right(bar,foo) bar",
`foo{a="b", foo!="bar", test=~"test", bar!~"baz"}`,
`min_over_time(rate(foo{bar="baz"}[2s])[5m:])[4m:3s]`,
"sum without(and, by, avg, count, alert, annotations)(some_metric) [30m:10s]",
}
errCases := []string{
"(",
"}",
"1 or 1",
"1 or on(bar) foo",
"foo unless on(bar) group_left(baz) bar",
"test[5d] OFFSET 10s [10m:5s]",
}
for _, c := range cases {
b.Run(c, func(b *testing.B) {
b.ReportAllocs()
for i := 0; i < b.N; i++ {
parser.ParseExpr(c)
}
})
}
for _, c := range errCases {
name := fmt.Sprintf("%s (should fail)", c)
b.Run(name, func(b *testing.B) {
b.ReportAllocs()
for i := 0; i < b.N; i++ {
parser.ParseExpr(c)
}
})
}
}