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add github action for running minikube-image-benchmark
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name: "publish image benchmark" | ||
on: | ||
workflow_dispatch: | ||
schedule: | ||
# every day at 7am & 7pm pacific | ||
- cron: "0 2,14 * * *" | ||
env: | ||
GOPROXY: https://proxy.golang.org | ||
GO_VERSION: '1.20.6' | ||
permissions: | ||
contents: read | ||
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jobs: | ||
image-benchmark: | ||
if: github.repository == 'kubernetes/minikube' | ||
runs-on: ubuntu-20.04 | ||
env: | ||
AWS_ACCESS_KEY_ID: ${{ secrets.AWS_ACCESS_KEY_ID }} | ||
AWS_SECRET_ACCESS_KEY: ${{ secrets.AWS_SECRET_ACCESS_KEY }} | ||
AWS_DEFAULT_REGION: 'us-west-1' | ||
steps: | ||
- uses: actions/checkout@c85c95e3d7251135ab7dc9ce3241c5835cc595a9 | ||
- uses: actions/setup-go@fac708d6674e30b6ba41289acaab6d4b75aa0753 | ||
with: | ||
go-version: ${{env.GO_VERSION}} | ||
cache-dependency-path: ./go.sum | ||
- name: Run Benchmark | ||
run: | | ||
./hack/benchmark/image-build/publish-chart.sh | ||
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[submodule "hack/benchmark/time-to-k8s/time-to-k8s-repo"] | ||
path = hack/benchmark/time-to-k8s/time-to-k8s-repo | ||
url = https://github.com/tstromberg/time-to-k8s.git | ||
[submodule "hack/benchmark/image-build/minikube-image-benchmark"] | ||
path = hack/benchmark/image-build/minikube-image-benchmark | ||
url = [email protected]:GoogleContainerTools/minikube-image-benchmark.git |
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/* | ||
Copyright 2023 The Kubernetes Authors 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 main | ||
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import ( | ||
"encoding/csv" | ||
"encoding/json" | ||
"flag" | ||
"fmt" | ||
"image/color" | ||
"io" | ||
"log" | ||
"math" | ||
"os" | ||
"path/filepath" | ||
"strconv" | ||
"time" | ||
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"gonum.org/v1/plot" | ||
"gonum.org/v1/plot/plotter" | ||
"gonum.org/v1/plot/plotutil" | ||
"gonum.org/v1/plot/vg" | ||
"gonum.org/v1/plot/vg/draw" | ||
) | ||
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var Images = []string{ | ||
"buildpacksFewLargeFiles", | ||
// to simplify the output, the following images are omitted | ||
// "buildpacksFewSmallFiles", | ||
// "buildpacksManyLargeFiles", | ||
// "buildpacksManySmallFiles", | ||
} | ||
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var Environments = []string{ | ||
"MinikubeImageLoadDocker", | ||
"MinikubeImageBuild", | ||
"MinikubeDockerEnvDocker", | ||
"MinikubeAddonRegistryDocker", | ||
"MinikubeImageLoadContainerd", | ||
"MinikubeImageContainerd", | ||
"MinikubeAddonRegistryContainerd", | ||
"MinikubeImageLoadCrio", | ||
"MinikubeImageCrio", | ||
"MinikubeAddonRegistryCrio", | ||
"Kind", | ||
"K3d", | ||
"Microk8s", | ||
} | ||
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var RuntimeEnvironments = map[string][]string{ | ||
"docker": { | ||
"MinikubeImageLoadDocker", | ||
"MinikubeImageBuild", | ||
"MinikubeDockerEnvDocker", | ||
"MinikubeAddonRegistryDocker", | ||
}, | ||
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"containerd": { | ||
"MinikubeImageLoadContainerd", | ||
"MinikubeImageContainerd", | ||
"MinikubeAddonRegistryContainerd", | ||
}, | ||
} | ||
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const ( | ||
INTERATIVE = "Iterative" | ||
NONINTERATIVE = "NonIterative" | ||
) | ||
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var Methods = []string{ | ||
INTERATIVE, | ||
// to simplify the output, non-interative is omitted | ||
// NONINTERATIVE, | ||
} | ||
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// env name-> test result | ||
type TestResult map[string]float64 | ||
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func NewTestResult(values []float64) TestResult { | ||
res := make(TestResult) | ||
for index, v := range values { | ||
res[Environments[index]] = v | ||
} | ||
return res | ||
} | ||
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// imageName->TestResult | ||
type ImageTestResults map[string]TestResult | ||
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type MethodTestResults struct { | ||
Date time.Time | ||
// method name -> results | ||
Results map[string]ImageTestResults | ||
} | ||
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type Records struct { | ||
Records []MethodTestResults | ||
} | ||
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func main() { | ||
latestTestResultPath := flag.String("csv", "", "path to the CSV file containing the latest benchmark result") | ||
pastTestRecordsPath := flag.String("past-runs", "", "path to the JSON file containing the past benchmark results") | ||
chartsPath := flag.String("charts", "", "path to the folder to write the daily charts to") | ||
flag.Parse() | ||
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latestBenchmark := readInLatestTestResult(*latestTestResultPath) | ||
latestBenchmark.Date = time.Now() | ||
pastBenchmarks := readInPastTestResults(*pastTestRecordsPath) | ||
pastBenchmarks.Records = append(pastBenchmarks.Records, latestBenchmark) | ||
updatePastTestResults(pastBenchmarks, *pastTestRecordsPath) | ||
createDailyChart(pastBenchmarks, *chartsPath) | ||
} | ||
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// readInLatestTestResult reads in the latest benchmark result from a CSV file | ||
// and return the MethodTestResults object | ||
func readInLatestTestResult(latestBenchmarkPath string) MethodTestResults { | ||
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var res = MethodTestResults{ | ||
Results: make(map[string]ImageTestResults), | ||
} | ||
res.Results[INTERATIVE] = make(ImageTestResults) | ||
res.Results[NONINTERATIVE] = make(ImageTestResults) | ||
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f, err := os.Open(latestBenchmarkPath) | ||
if err != nil { | ||
log.Fatal(err) | ||
} | ||
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r := csv.NewReader(f) | ||
for { | ||
line, err := r.Read() | ||
if err == io.EOF { | ||
break | ||
} | ||
if err != nil { | ||
log.Fatal(err) | ||
} | ||
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// skip the first line of the CSV file | ||
if line[0] == "image" { | ||
continue | ||
} | ||
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valuesInterative := []float64{} | ||
valuesNonInterative := []float64{} | ||
// interative test results of each env are stored in the following columns | ||
indicesInterative := []int{1, 5, 9, 13, 17, 21, 25, 29, 33, 37, 41, 45, 49} | ||
// non-interative test results of each env are stored in the following columns | ||
indicesNonInterative := []int{3, 7, 11, 15, 19, 23, 27, 31, 35, 39, 43, 47, 51} | ||
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for _, i := range indicesInterative { | ||
v, err := strconv.ParseFloat(line[i], 64) | ||
if err != nil { | ||
log.Fatal(err) | ||
} | ||
valuesInterative = append(valuesInterative, v) | ||
} | ||
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for _, i := range indicesNonInterative { | ||
v, err := strconv.ParseFloat(line[i], 64) | ||
if err != nil { | ||
log.Fatal(err) | ||
} | ||
valuesNonInterative = append(valuesNonInterative, v) | ||
} | ||
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imageName := line[0] | ||
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res.Results[INTERATIVE][imageName] = NewTestResult(valuesInterative) | ||
res.Results[NONINTERATIVE][imageName] = NewTestResult(valuesNonInterative) | ||
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} | ||
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return res | ||
} | ||
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// readInPastTestResults reads in the past benchmark results from a JSON file | ||
func readInPastTestResults(pastTestRecordPath string) Records { | ||
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record := Records{} | ||
data, err := os.ReadFile(pastTestRecordPath) | ||
if os.IsNotExist(err) { | ||
return record | ||
} | ||
if err != nil { | ||
log.Fatal(err) | ||
} | ||
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if err := json.Unmarshal(data, &record); err != nil { | ||
log.Fatal(err) | ||
} | ||
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return record | ||
} | ||
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// updateRunsFile overwrites the run file with the updated benchmarks list | ||
func updatePastTestResults(h Records, pastTestRecordPath string) { | ||
b, err := json.Marshal(h) | ||
if err != nil { | ||
log.Fatal(err) | ||
} | ||
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if err := os.WriteFile(pastTestRecordPath, b, 0600); err != nil { | ||
log.Fatal(err) | ||
} | ||
} | ||
func createDailyChart(record Records, outputFolder string) { | ||
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for _, method := range Methods { | ||
for _, image := range Images { | ||
createChart(record, method, image, "docker", outputFolder) | ||
createChart(record, method, image, "containerd", outputFolder) | ||
} | ||
} | ||
} | ||
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func createChart(record Records, methodName string, imageName string, runtime string, chartOutputPath string) { | ||
p := plot.New() | ||
p.Add(plotter.NewGrid()) | ||
p.Legend.Top = true | ||
p.Title.Text = fmt.Sprintf("%s-%s-%s-performance", methodName, imageName, runtime) | ||
p.X.Label.Text = "date" | ||
p.X.Tick.Marker = plot.TimeTicks{Format: "2006-01-02"} | ||
p.Y.Label.Text = "time (seconds)" | ||
yMaxTotal := float64(0) | ||
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// gonum plot do not have enough default colors in any group | ||
// so we combine different group of default colors | ||
colors := append([]color.Color{}, plotutil.SoftColors...) | ||
colors = append(colors, plotutil.DarkColors...) | ||
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pointGroup := make(map[string]plotter.XYs) | ||
for _, name := range RuntimeEnvironments[runtime] { | ||
pointGroup[name] = make(plotter.XYs, len(record.Records)) | ||
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} | ||
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for i := 0; i < len(record.Records); i++ { | ||
for _, envName := range RuntimeEnvironments[runtime] { | ||
pointGroup[envName][i].X = float64(record.Records[i].Date.Unix()) | ||
pointGroup[envName][i].Y = record.Records[i].Results[methodName][imageName][envName] | ||
yMaxTotal = math.Max(yMaxTotal, pointGroup[envName][i].Y) | ||
} | ||
} | ||
p.Y.Max = yMaxTotal | ||
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i := 0 | ||
for envName, xys := range pointGroup { | ||
line, points, err := plotter.NewLinePoints(xys) | ||
if err != nil { | ||
log.Fatal(err) | ||
} | ||
line.Color = colors[i] | ||
points.Color = colors[i] | ||
points.Shape = draw.CircleGlyph{} | ||
i++ | ||
p.Add(line, points) | ||
p.Legend.Add(envName, line) | ||
} | ||
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filename := filepath.Join(chartOutputPath, fmt.Sprintf("%s_%s_%s_chart.png", methodName, imageName, runtime)) | ||
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if err := p.Save(12*vg.Inch, 8*vg.Inch, filename); err != nil { | ||
log.Fatalf("failed creating png: %v", err) | ||
} | ||
} |
Submodule minikube-image-benchmark
added at
feab13
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@@ -0,0 +1,57 @@ | ||
#!/bin/bash | ||
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# Copyright 2023 The Kubernetes Authors 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. | ||
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set -x | ||
BUCKET="s3://image-benchmark" | ||
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install_minikube() { | ||
make | ||
sudo install ./out/minikube /usr/local/bin/minikube | ||
} | ||
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run_benchmark() { | ||
( cd ./hack/benchmark/image-build/minikube-image-benchmark && | ||
git submodule update --init && | ||
make && | ||
./out/benchmark ) | ||
} | ||
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generate_chart() { | ||
go run ./hack/benchmark/image-build/generate-chart.go --csv hack/benchmark/image-build/minikube-image-benchmark/out/results.csv --past-runs record.json | ||
} | ||
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copy() { | ||
aws s3 cp "$1" "$2" | ||
} | ||
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cleanup() { | ||
rm ./Iterative_buildpacksFewLargeFiles_containerd_chart.png | ||
rm ./Iterative_buildpacksFewLargeFiles_docker_chart.png | ||
rm hack/benchmark/image-build/minikube-image-benchmark/out/results.csv | ||
} | ||
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install_minikube | ||
copy "$BUCKET/record.json" ./record.json | ||
set -e | ||
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run_benchmark | ||
generate_chart | ||
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copy ./record.json "$BUCKET/record.json" | ||
copy ./Iterative_buildpacksFewLargeFiles_containerd_chart.png "$BUCKET/Iterative_buildpacksFewLargeFiles_containerd_chart.png" | ||
copy ./Iterative_buildpacksFewLargeFiles_docker_chart.png "$BUCKET/Iterative_buildpacksFewLargeFiles_docker_chart.png" | ||
cleanup |