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benchmark.go
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benchmark.go
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// Copyright © 2023 Meroxa, Inc.
//
// 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 sdk
import (
"context"
"fmt"
"testing"
"time"
"github.com/conduitio/conduit-commons/opencdc"
"golang.org/x/sync/errgroup"
)
// BenchmarkSource is a benchmark that any source implementation can run to figure
// out its performance. The benchmark expects that the source resource contains
// at least b.N number of records. This should be prepared before the benchmark
// is executed.
// The function should be manually called from a benchmark function:
//
// func BenchmarkConnector(b *testing.B) {
// // set up test dependencies and write b.N records to source resource ...
// sdk.BenchmarkSource(
// b,
// mySourceConnector,
// map[string]string{...}, // valid source config
// )
// }
//
// The benchmark can be run with a specific number of records by supplying the
// option -benchtime=Nx, where N is the number of records to be benchmarked
// (e.g. -benchtime=100x benchmarks reading 100 records).
func BenchmarkSource(
b *testing.B,
s Source,
cfg map[string]string,
) {
bm := benchmarkSource{
source: s,
config: cfg,
}
bm.Run(b)
}
type benchmarkSource struct {
source Source
config map[string]string
// measures
open time.Duration
firstRead time.Duration
allReads time.Duration
stop time.Duration
teardown time.Duration
firstAck time.Duration
allAcks time.Duration
}
func (bm *benchmarkSource) Run(b *testing.B) {
ctx, cancel := context.WithCancel(context.Background())
defer cancel()
bm.open = bm.measure(func() {
err := bm.source.Open(ctx, nil)
if err != nil {
b.Fatal(err)
}
})
acks := make(chan opencdc.Record, b.N) // huge buffer so we don't delay reads
var g errgroup.Group
g.Go(func() error {
return bm.acker(acks)
})
// measure first record read manually, it might be slower
bm.firstRead = bm.measure(func() {
rec, err := bm.source.Read(ctx)
if err != nil {
b.Fatal("Read:", err)
}
acks <- rec
})
bm.allReads = bm.measure(func() {
for i := 0; i < b.N-1; i++ {
rec, err := bm.source.Read(ctx)
if err != nil {
b.Fatal("Read:", err)
}
acks <- rec
}
})
// stop
var err error
bm.stop = bm.measure(func() {
close(acks)
cancel()
err = g.Wait()
})
if err != nil {
b.Fatal("errgroup:", err)
}
// teardown
bm.teardown = bm.measure(func() {
err := bm.source.Teardown(context.Background())
if err != nil {
b.Fatal(err)
}
})
// report gathered metrics
bm.reportMetrics(b)
}
func (bm *benchmarkSource) acker(c <-chan opencdc.Record) error {
ctx := context.Background()
rec := <-c // read first ack manually
var err error
bm.firstAck = bm.measure(func() {
err = bm.source.Ack(ctx, rec.Position)
})
if err != nil {
return fmt.Errorf("ack fail: %w", err)
}
bm.allAcks = bm.measure(func() {
for rec := range c {
err = bm.source.Ack(context.Background(), rec.Position)
if err != nil {
return
}
}
})
if err != nil {
return fmt.Errorf("ack fail: %w", err)
}
return nil
}
func (*benchmarkSource) measure(f func()) time.Duration {
start := time.Now()
f()
return time.Since(start)
}
func (bm *benchmarkSource) reportMetrics(b *testing.B) {
b.ReportMetric(0, "ns/op") // suppress ns/op metric, it is misleading in this benchmarkSource
b.ReportMetric(bm.open.Seconds(), "open")
b.ReportMetric(bm.stop.Seconds(), "stop")
b.ReportMetric(bm.teardown.Seconds(), "teardown")
b.ReportMetric(bm.firstRead.Seconds(), "firstRead")
b.ReportMetric(float64(b.N-1)/bm.allReads.Seconds(), "reads/s")
b.ReportMetric(bm.firstAck.Seconds(), "firstAck")
b.ReportMetric(float64(b.N-1)/bm.allAcks.Seconds(), "acks/s")
}