From 46d96d6914c34b59c05f1429cb1524cf9ac6709d Mon Sep 17 00:00:00 2001 From: "Gabriele N. Tornetta" Date: Tue, 19 Jul 2022 15:09:59 +0100 Subject: [PATCH] chore: add benchmarking script --- scripts/benchmark.py | 156 +++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 156 insertions(+) create mode 100644 scripts/benchmark.py diff --git a/scripts/benchmark.py b/scripts/benchmark.py new file mode 100644 index 00000000..45523511 --- /dev/null +++ b/scripts/benchmark.py @@ -0,0 +1,156 @@ +# Run as python3 scripts/benchmark.py from the repository root directory. + +import sys +from math import floor, log +from pathlib import Path + +sys.path.insert(0, str(Path(__file__).parent.parent)) + +import tarfile +from io import BytesIO +from test.utils import Variant, metadata, target +from urllib.error import HTTPError +from urllib.request import urlopen + +VERSIONS = ("3.0.0", "3.1.0", "3.2.0", "3.3.0", "dev") +SCENARIOS = [ + *[ + ( + f"Wall time [sampling interval: {i}]", + ["-Pi", str(i), sys.executable, target("target34.py")], + ) + for i in (1, 10, 100, 1000) + ], + *[ + ( + f"CPU time [sampling interval: {i}]", + ["-Psi", str(i), sys.executable, target("target34.py")], + ) + for i in (1, 10, 100, 1000) + ], +] + + +def get_stats(output: str) -> dict: + meta = metadata(output) + raw_saturation = meta["saturation"] + _, _, raw_samples = raw_saturation.partition("/") + + duration = float(meta["duration"]) / 1e6 + samples = int(raw_samples) + saturation = eval(raw_saturation) + error_rate = eval(meta["errors"]) + sampling = int(meta["sampling"].split(",")[1]) + + return { + "Sample Rate": samples / duration, + "Saturation": saturation, + "Error Rate": error_rate, + "Sampling Speed": sampling, + } + + +def download_release(version: str, dest: Path) -> Variant: + if version == "dev": + return Variant("src/austin") + + binary_dest = dest / version + binary = binary_dest / "austin" + + if not binary.exists(): + prefix = "https://github.com/p403n1x87/austin/releases/download/" + for variant in {"-gnu", ""}: + try: + with urlopen( + f"{prefix}v{version}/austin-{version}{variant}-linux-amd64.tar.xz" + ) as stream: + buffer = BytesIO(stream.read()) + binary_dest.mkdir(parents=True, exist_ok=True) + tar = tarfile.open(fileobj=buffer, mode="r:xz") + tar.extract("austin", str(binary_dest)) + except HTTPError: + continue + break + else: + raise RuntimeError(f"Could not download Austin version {version}") + + variant = Variant(str(binary)) + + assert f"austin {version}" in variant("-V").stdout + + return variant + + +class Outcome: + def __init__(self, data: list[float]) -> None: + self.mean = sum(data) / len(data) + self.stdev = ( + sum(((v - self.mean) ** 2 for v in data)) / (len(data) - 1) + ) ** 0.5 + + def __repr__(self): + n = -floor(log(self.stdev, 10)) if self.stdev else 0 + rmean = round(self.mean, n) + rstdev = round(self.stdev, n) + if n <= 0: + rmean = int(rmean) + rstdev = int(rstdev) + + return f"{rmean} ± {rstdev}" + + __str__ = __repr__ + + def __len__(self): + return len(repr(self)) + + +def render(table): + _, row = table[0] + cols = list(row.keys()) + max_vh = max(len(e[0]) for e in table) + + col_widths = [max(max(len(r[col]), len(col)) for _, r in table) for col in cols] + div_len = sum(col_widths) + (len(cols) + 1) * 2 + max_vh + + print("=" * div_len) + print( + (" " * (max_vh + 2)) + + "".join(f"{col:^{cw+2}}" for col, cw in zip(cols, col_widths)) + ) + print("-" * div_len) + + for v, row in table: + print(f"{v:^{max_vh+2}}", end="") + for col, cw in zip(cols, col_widths): + print(f"{str(row[col]):^{cw+2}}", end="") + print() + + print("=" * div_len) + + +print( + f"Running Austin benchmarks with Python {'.'.join(str(_) for _ in sys.version_info)}", + end="\n\n", +) + +for title, args in SCENARIOS: + print(title) + + table = [] + for version in VERSIONS: + print(f"> Running with Austin {version} ... ", end="\r") + austin = download_release(version, Path("/tmp")) + + stats = [get_stats(austin(*args).stdout) for _ in range(10)] + table.append( + ( + version, + { + key: Outcome([s[key] for s in stats]) + for key in list(stats[0].keys()) + }, + ) + ) + + render(table) + print()