From 34f00f89459c405feef8aa19b18ac2562f15724d Mon Sep 17 00:00:00 2001 From: konstin Date: Sun, 21 Sep 2025 11:33:27 +0200 Subject: [PATCH] . --- .../ecosystem-testing/ecosystem_testing.py | 244 + .../ecosystem-testing/get_latest_versions.py | 66 + .../ecosystem-testing/package_versions.csv | 15001 ++++ .../ecosystem-testing/top-pypi-packages.csv | 15001 ++++ .../ecosystem-testing/top-pypi-packages.json | 60023 ++++++++++++++++ 5 files changed, 90335 insertions(+) create mode 100644 scripts/ecosystem-testing/ecosystem_testing.py create mode 100644 scripts/ecosystem-testing/get_latest_versions.py create mode 100644 scripts/ecosystem-testing/package_versions.csv create mode 100644 scripts/ecosystem-testing/top-pypi-packages.csv create mode 100644 scripts/ecosystem-testing/top-pypi-packages.json diff --git a/scripts/ecosystem-testing/ecosystem_testing.py b/scripts/ecosystem-testing/ecosystem_testing.py new file mode 100644 index 000000000..0154a3535 --- /dev/null +++ b/scripts/ecosystem-testing/ecosystem_testing.py @@ -0,0 +1,244 @@ +#!/usr/bin/env python3 +# NB: LLM code ahead +# /// script +# requires-python = ">=3.14" +# dependencies = [ +# "psutil", +# "tqdm", +# ] +# /// + +import argparse +import concurrent +import csv +import json +import os +import shutil +import signal +import subprocess +import time +from collections import deque +from concurrent.futures import ThreadPoolExecutor +from dataclasses import dataclass +from pathlib import Path +from threading import Thread + +from tqdm.auto import tqdm + +cwd = Path(__file__).parent + +# Global flag to track ctrl+c +should_stop = False + + +def signal_handler(signum, frame): + """Handle Ctrl+C gracefully.""" + global should_stop + print("\nReceived interrupt signal. Stopping gracefully...") + should_stop = True + + # Send SIGTERM to all processes in our process group + try: + os.killpg(0, signal.SIGTERM) + except ProcessLookupError: + pass + + +@dataclass +class Summary: + package: str + exit_code: int + max_rss: int + time: float + + +def run_uv( + cmd: list[str], package: str, output_dir: Path, version: str | None +) -> Summary: + start = time.time() + + process = subprocess.Popen( + cmd, + stdin=subprocess.PIPE, + stdout=subprocess.PIPE, + stderr=subprocess.PIPE, + text=True, + ) + + process.stdin.write(f"{package}=={version}" if version else package) + process.stdin.close() + + # Use thread-safe deques to collect output from threads + stdout_lines = deque() + stderr_lines = deque() + + def read_stdout(): + for line in iter(process.stdout.readline, ""): + stdout_lines.append(line) + process.stdout.close() + + def read_stderr(): + for line in iter(process.stderr.readline, ""): + stderr_lines.append(line) + process.stderr.close() + + # Start threads to drain the pipes + stdout_thread = Thread(target=read_stdout) + stderr_thread = Thread(target=read_stderr) + stdout_thread.daemon = True + stderr_thread.daemon = True + stdout_thread.start() + stderr_thread.start() + + # Wait for process and get resource usage + _pid, exit_code, rusage = os.wait4(process.pid, 0) + + # Wait for threads to finish reading + stdout_thread.join() + stderr_thread.join() + + stdout = "".join(stdout_lines) + stderr = "".join(stderr_lines) + + max_rss = rusage.ru_maxrss + + package_dir = output_dir.joinpath(package) + package_dir.mkdir(parents=True, exist_ok=True) + package_dir.joinpath("stdout.txt").write_text(stdout) + package_dir.joinpath("stderr.txt").write_text(stderr) + summary = Summary( + package=package, exit_code=exit_code, max_rss=max_rss, time=time.time() - start + ) + # if max_rss > 1000 * 1024: + # print(f"{package} exit code:{exit_code}, {max_rss / 1024:.0f} MB") + package_dir.joinpath("summary.json").write_text(json.dumps(summary.__dict__)) + return summary + + +def main(): + # Register signal handler for Ctrl+C + signal.signal(signal.SIGINT, signal_handler) + + parser = argparse.ArgumentParser() + parser.add_argument("--python", type=str, default="3.13") + parser.add_argument("--output-dir", type=Path, default="output") + parser.add_argument("--uv", type=Path, default=Path("uv")) + parser.add_argument("--limit", type=int, default=None) + parser.add_argument("--cache", type=Path, default=cwd.joinpath("cache")) + parser.add_argument("--offline", action="store_true") + parser.add_argument("--latest", action="store_true") + args = parser.parse_args() + + top_15k_pypi = json.loads(cwd.joinpath("top-pypi-packages.json").read_text()) + top_15k_pypi = [pkg["project"] for pkg in top_15k_pypi["rows"]] + + if args.latest: + latest_versions = cwd.joinpath("package_versions.csv").read_text() + latest_versions = { + row["package_name"]: row["latest_version"] + for row in csv.DictReader(latest_versions.splitlines()) + } + else: + latest_versions = None + + # 5000 releases, no solution + top_15k_pypi.remove("nucliadb") + # Remove slow packages + for slow in [ + # These packages have many non-small versions + "tf-models-nightly", + "mtmtrain", + "llm-dialog-manager", + "edx-enterprise", # Doesn't solve + "kcli", + "emmet-api", + ]: + top_15k_pypi.remove(slow) + + output_dir = cwd.joinpath(args.output_dir) + if output_dir.exists(): + shutil.rmtree(output_dir) + output_dir.mkdir(parents=True, exist_ok=True) + output_dir.joinpath(".gitignore").write_text("*") + + cmd = [ + args.uv, + "pip", + "compile", + "-p", + args.python, + "-", + "--no-build", + "--cache-dir", + args.cache, + "--color", + "never", + "--no-header", + "--no-annotate", + ] + if args.offline: + cmd.append("--offline") + success = 0 + all_results = [] # Track all results for analysis + interrupted = False + max_package_len = max(len(package) for package in top_15k_pypi[: args.limit]) + + try: + with ThreadPoolExecutor(max_workers=os.cpu_count() * 2) as executor: + tasks = [] + packages_pending = [] + for package in top_15k_pypi[: args.limit]: + if latest_versions: + if version := latest_versions.get(package): + pass + else: + tqdm.write(f"Missing version: {package}") + continue + else: + version = None + tasks.append(executor.submit(run_uv, cmd, package, output_dir, version)) + packages_pending.append(package) + + progress_bar = tqdm(total=len(packages_pending)) + + for result in concurrent.futures.as_completed(tasks): + summary = result.result() + + all_results.append(summary) # Collect all results + progress_bar.update(1) + packages_pending.remove(summary.package) + if len(packages_pending) > 0: + progress_bar.set_postfix_str( + f"{packages_pending[0]:>{max_package_len}}" + ) + if summary.exit_code == 0: + success += 1 + progress_bar.close() + + except KeyboardInterrupt: + print("\nInterrupted. Cleaning up...") + interrupted = True + + if interrupted or should_stop: + print(f"Interrupted. Success: {success}/{len(all_results)} (completed tasks)") + else: + print(f"Success: {success}/{len(top_15k_pypi[: args.limit])}") + + successes = [summary for summary in all_results if summary.exit_code == 0] + print("\ntop 5 max RSS") + largest_rss = sorted(successes, key=lambda x: x.max_rss, reverse=True)[:5] + for summary in largest_rss: + print( + f"{summary.package}: {summary.max_rss / 1024:.1f} MB (exit code: {summary.exit_code})" + ) + + print("\ntop 5 slowest resolutions") + slowest = sorted(successes, key=lambda x: x.time, reverse=True)[:5] + for summary in slowest: + print( + f"{summary.package}: {summary.time:.2f}s (exit code: {summary.exit_code})" + ) + + +if __name__ == "__main__": + main() diff --git a/scripts/ecosystem-testing/get_latest_versions.py b/scripts/ecosystem-testing/get_latest_versions.py new file mode 100644 index 000000000..d9ddd7a53 --- /dev/null +++ b/scripts/ecosystem-testing/get_latest_versions.py @@ -0,0 +1,66 @@ +#!/usr/bin/env python3 +# NB: LLM code ahead +# /// script +# requires-python = ">=3.13" +# dependencies = ["httpx", "orjson", "tqdm"] +# /// + +import asyncio +import csv +from pathlib import Path + +import httpx +import orjson +from tqdm.asyncio import tqdm + + +async def get_latest_version( + client: httpx.AsyncClient, package_name: str +) -> tuple[str, str | None]: + try: + response = await client.get(f"https://pypi.org/pypi/{package_name}/json") + if response.status_code == 200: + data = orjson.loads(response.content) + return package_name, data["info"]["version"] + else: + return package_name, None + except Exception: + return package_name, None + + +async def main() -> None: + input_file = Path("scripts/ecosystem-testing/top-pypi-packages.csv") + + # Read package names + with open(input_file) as f: + package_names: list[str] = [row["project"] for row in csv.DictReader(f)] + + print(f"Processing {len(package_names)} packages...") + + # Fetch versions concurrently + results: dict[str, str | None] = {} + async with httpx.AsyncClient() as client: + semaphore = asyncio.Semaphore(50) + + async def fetch(pkg: str) -> tuple[str, str | None]: + async with semaphore: + return await get_latest_version(client, pkg) + + tasks = [fetch(pkg) for pkg in package_names] + + for future in tqdm(asyncio.as_completed(tasks), total=len(package_names)): + name, version = await future + results[name] = version + + # Write results + with open("package_versions.csv", "w", newline="") as f: + writer = csv.writer(f) + writer.writerow(["package_name", "latest_version"]) + for name in package_names: + writer.writerow([name, results.get(name, "")]) + + success_count = sum(1 for v in results.values() if v) + print(f"Completed: {success_count}/{len(package_names)} successful") + + +asyncio.run(main()) diff --git a/scripts/ecosystem-testing/package_versions.csv b/scripts/ecosystem-testing/package_versions.csv new file mode 100644 index 000000000..b312e858b --- /dev/null +++ b/scripts/ecosystem-testing/package_versions.csv @@ 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