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🔧(benchmarks): Add benchmarks script and CI (#56)
* 🔧(benchmarks): Add benchmarks script and CI * Rename benchmark CI
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name: Benchmarks | ||
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on: [push, pull_request] | ||
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env: | ||
RUSTFLAGS: -C debuginfo=0 # Do not produce debug symbols to keep memory usage down | ||
RUST_BACKTRACE: 1 | ||
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jobs: | ||
benchmarks: | ||
runs-on: ${{ matrix.os }} | ||
strategy: | ||
fail-fast: false | ||
matrix: | ||
# we only use macos for fast testing | ||
os: [macos-latest] | ||
python-version: ['3.11'] | ||
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steps: | ||
- uses: actions/checkout@v4 | ||
with: | ||
submodules: recursive | ||
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- name: Set up Python | ||
uses: actions/setup-python@v5 | ||
with: | ||
python-version: ${{ matrix.python-version }} | ||
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- name: Create virtual environment | ||
env: | ||
BIN: ${{ matrix.os == 'macos-latest' && 'Scripts' || 'bin' }} | ||
run: | | ||
python -m venv venv | ||
- name: Set up Rust | ||
run: rustup show | ||
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- name: Cache Rust | ||
uses: Swatinem/rust-cache@v2 | ||
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- name: Install Plugin | ||
run: | | ||
brew install jpeg-xl | ||
export DEP_JXL_LIB=/opt/homebrew/Cellar/jpeg-xl/0.10.3/lib | ||
export DEP_BROTLI_LIB=/opt/homebrew/Cellar/brotli/1.1.0/lib | ||
export DEP_HWY_LIB=/opt/homebrew/Cellar/highway/1.2.0/lib | ||
source venv/bin/activate | ||
pip install maturin | ||
maturin develop --features dynamic | ||
- name: Run benchmarks scripts | ||
run: | | ||
source venv/bin/activate | ||
python benchmarks/benchmarks_encode.py -i test/images/bench.png -o benchmarks-results-${{ matrix.python-version }}.json | ||
- name: Upload pytest test results | ||
uses: actions/upload-artifact@v4 | ||
with: | ||
name: benchmarks-results-${{ matrix.python-version }} | ||
path: benchmarks-results-${{ matrix.python-version }}.json | ||
# Use always() to always run this step to publish test results when there are test failures | ||
if: ${{ always() }} | ||
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/target | ||
Cargo.lock | ||
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# Generated files | ||
*.json | ||
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# Byte-compiled / optimized / DLL files | ||
__pycache__/ | ||
.pytest_cache/ | ||
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import json | ||
import shlex | ||
import subprocess | ||
from argparse import ArgumentParser | ||
from io import BytesIO | ||
from time import time | ||
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from PIL import Image | ||
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import pillow_jxl | ||
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def encode_plugin(filename, quality, effort): | ||
bio = BytesIO() | ||
t = time() | ||
Image.open(filename).save(bio, format="jxl", quality=quality, effort=effort) | ||
d = time() - t | ||
return len(bio.getvalue()), d | ||
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def encode_cli(filename, quality, effort): | ||
cmd = f'cjxl -q {quality} -e {effort} "{filename}" -' | ||
t = time() | ||
p = subprocess.run(shlex.split(cmd), check=True, capture_output=True) | ||
d = time() - t | ||
return len(p.stdout), d | ||
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def main(args): | ||
filename = args.image | ||
quality = args.quality | ||
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result = { | ||
"image": filename, | ||
"quality": quality, | ||
"effort": [], | ||
"plugin_size": [], | ||
"plugin_time": [], | ||
"refenc_size": [], | ||
"refenc_time": [], | ||
} | ||
print("Quality:", quality) | ||
for effort in range(1, 10): | ||
size_plugin, time_plugin = encode_plugin(filename, quality, effort) | ||
size_refenc, time_refenc = encode_cli(filename, quality, effort) | ||
print(f"\nEffort {effort}") | ||
print(f" plugin [size: {size_plugin}, duration: {time_plugin:.3f}]") | ||
print(f" reference [size: {size_refenc}, duration: {time_refenc:.3f}]") | ||
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result["effort"].append(effort) | ||
result["plugin_size"].append(size_plugin) | ||
result["plugin_time"].append(time_plugin) | ||
result["refenc_size"].append(size_refenc) | ||
result["refenc_time"].append(time_refenc) | ||
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if args.output_json: | ||
with open(args.output_json, "w") as f: | ||
json.dump(result, f, indent=4) | ||
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if __name__ == "__main__": | ||
parser = ArgumentParser() | ||
parser.add_argument("-i", "--image", help="Image file for encode benchmark", required=True) | ||
parser.add_argument("-q", "--quality", type=int, default=98, help="Quality level") | ||
parser.add_argument("-o", "--output-json", help="Output JSON file") | ||
args = parser.parse_args() | ||
main(args) |
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