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Add benchmark tooling
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This adds a way to compare benchmarks that we use in kube-state-metrics
already, hopefully allowing for better comparisons when applying
changes.

Co-authored-by: Manuel Rüger <manuel@rueg.eu>
Signed-off-by: Ivan Valdes <ivan@vald.es>
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mrueg authored and ivanvc committed Jun 2, 2024
1 parent 6291f7a commit b613bc6
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51 changes: 51 additions & 0 deletions .github/workflows/benchmark-pr.yaml
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---
name: Benchmarks on AMD64
permissions: read-all
on: [pull_request]
jobs:
benchmark-pull-request:
runs-on: ubuntu-latest-8-cores
steps:
- uses: actions/checkout@0ad4b8fadaa221de15dcec353f45205ec38ea70b # v4.1.4
with:
fetch-depth: 0
- id: goversion
run: echo "goversion=$(cat .go-version)" >> "$GITHUB_OUTPUT"
- uses: actions/setup-go@0c52d547c9bc32b1aa3301fd7a9cb496313a4491 # v5.0.0
with:
go-version: ${{ steps.goversion.outputs.goversion }}
- name: Run Benchmarks
run: |
BENCHSTAT_OUTPUT_FILE=result.txt make test-benchmark-compare REF=${{ github.event.pull_request.head.sha }}
- run: |
echo "\`\`\`" >> "$GITHUB_STEP_SUMMARY"
cat output.txt >> "$GITHUB_STEP_SUMMARY"
echo "\`\`\`" >> "$GITHUB_STEP_SUMMARY"
cat <<EOL >> "$GITHUB_STEP_SUMMARY"
<hr />
This section contains three tables generated by benchstat:
1. Seconds per operation.
2. Bytes per operation.
3. Allocations per operation.
The tables show the median and 75% confidence interval (CI) summaries for each benchmark comparing the HEAD and the BASE of the Pull Request, and an A/B comparison under "vs base". The last column shows the statistical p-value with three runs (n=3).
The last row has the Geometric Mean (geomean) for the given rows in the table.
Refer to [benchstat's documentation](https://pkg.go.dev/golang.org/x/perf/cmd/benchstat) for more help.
EOL
- name: Validate results under acceptable limit
run: |
export MAX_ACCEPTABLE_DIFFERENCE=5
while IFS= read -r line; do
# Get fourth value, which is the comparison with the base.
value="$(echo "$line" | awk '{print $4}')"
if [[ "$value" = +* ]] || [[ "$value" = -* ]]; then
if (( $(echo "${value//[^0-9.]/}"'>'"$MAX_ACCEPTABLE_DIFFERENCE" | bc -l) )); then
echo "::error::$value is above the maximum acceptable difference ($MAX_ACCEPTABLE_DIFFERENCE)"
exit 1
fi
fi
done < <(grep geomean result.txt)
11 changes: 11 additions & 0 deletions Makefile
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Expand Up @@ -94,3 +94,14 @@ test-failpoint:
test-robustness: gofail-enable build
sudo env PATH=$$PATH go test -v ${TESTFLAGS} ./tests/dmflakey -test.root
sudo env PATH=$(PWD)/bin:$$PATH go test -v ${TESTFLAGS} ${ROBUSTNESS_TESTFLAGS} ./tests/robustness -test.root

.PHONY: test-benchmark-compare
# Runs benchmark tests on the current git ref and the given REF, and compares
# the two.
test-benchmark-compare: install-benchstat
@git fetch
./scripts/compare_benchmarks.sh $(REF)

.PHONY: install-benchstat
install-benchstat:
go install golang.org/x/perf/cmd/benchstat@latest
71 changes: 71 additions & 0 deletions scripts/compare_benchmarks.sh
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#!/usr/bin/env bash
# https://github.com/kubernetes/kube-state-metrics/blob/main/tests/compare_benchmarks.sh (originally written by mxinden)

# exit immediately when a command fails
set -e
# only exit with zero if all commands of the pipeline exit successfully
set -o pipefail
# error on unset variables
set -u

[[ "$#" -eq 1 ]] || echo "One argument required, $# provided."

REF_CURRENT="$(git rev-parse --abbrev-ref HEAD)"
BASE_TO_COMPARE=$1

RESULT_CURRENT="$(mktemp)-${REF_CURRENT}"
RESULT_TO_COMPARE="$(mktemp)-${BASE_TO_COMPARE}"

TIMEOUT=${TIMEOUT:-30m}
BENCH_COUNT=${BENCH_COUNT:-3}
BENCHSTAT_CONFIDENCE_LEVEL=${BENCHSTAT_CONFIDENCE_LEVEL:-0.75}
BENCHSTAT_FORMAT=${BENCHSTAT_FORMAT:-"text"}

if [[ "${BENCHSTAT_FORMAT}" == "csv" ]] && [[ -z "${BENCHSTAT_OUTPUT_FILE}" ]]; then
echo "BENCHSTAT_FORMAT is set to csv, but BENCHSTAT_OUTPUT_FILE is not set."
exit 1
fi

function main() {
echo ""
echo "### Testing ${REF_CURRENT}"

go test -timeout="${TIMEOUT}" -count="${BENCH_COUNT}" -benchmem -run=NONE -bench=. ./... | tee "${RESULT_CURRENT}"

# Filter benchark lines, so benchstat can parse the output.
grep ^Benchmark "${RESULT_CURRENT}" > "${RESULT_CURRENT}".tmp && mv "${RESULT_CURRENT}".tmp "${RESULT_CURRENT}"

echo ""
echo "### Done testing ${REF_CURRENT}"

echo ""
echo "### Testing ${BASE_TO_COMPARE}"

git checkout "${BASE_TO_COMPARE}"

go test -timeout="${TIMEOUT}" -count="${BENCH_COUNT}" -benchmem -run=NONE -bench=. ./... | tee "${RESULT_TO_COMPARE}"

# Filter benchark lines, so benchstat can parse the output.
grep ^Benchmark "${RESULT_TO_COMPARE}" > "${RESULT_TO_COMPARE}".tmp && mv "${RESULT_TO_COMPARE}".tmp "${RESULT_TO_COMPARE}"

echo ""
echo "### Done testing ${BASE_TO_COMPARE}"

git checkout -

echo ""
echo "### Result"
echo "base=${BASE_TO_COMPARE} head=${REF_CURRENT}"

if [[ "${BENCHSTAT_FORMAT}" == "csv" ]]; then
benchstat -format=csv -confidence="${BENCHSTAT_CONFIDENCE_LEVEL}" BASE="${RESULT_TO_COMPARE}" HEAD="${RESULT_CURRENT}" 2>/dev/null 1>"${BENCHSTAT_OUTPUT_FILE}"
else
if [[ -z "${BENCHSTAT_OUTPUT_FILE}" ]]; then
benchstat -confidence="${BENCHSTAT_CONFIDENCE_LEVEL}" BASE="${RESULT_TO_COMPARE}" HEAD="${RESULT_CURRENT}"
else
benchstat -confidence="${BENCHSTAT_CONFIDENCE_LEVEL}" BASE="${RESULT_TO_COMPARE}" HEAD="${RESULT_CURRENT}" 1>"${BENCHSTAT_OUTPUT_FILE}"
fi
fi
}

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