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August 9, 2022 13:58
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| import asyncio | |
| import base64 | |
| import json | |
| from pathlib import Path | |
| from httpx import AsyncClient | |
| from bs4 import BeautifulSoup | |
| from devtools import debug | |
| START_URL = 'https://github.com/pydantic/pydantic/network/dependents' | |
| CACHE_DIR = Path('cache') | |
| CACHE_DIR.mkdir(exist_ok=True) | |
| REPOS = {} | |
| async def get(client: AsyncClient, url: str) -> str: | |
| file_path = CACHE_DIR / f'get_{base64.urlsafe_b64encode(url.encode()).decode()}.html' | |
| if file_path.exists(): | |
| return file_path.read_text() | |
| else: | |
| # print('Cache miss', url) | |
| # try to prevent 429 errors | |
| await asyncio.sleep(1) | |
| r = await client.get(url) | |
| if r.status_code != 200: | |
| debug(r.status_code, r.text) | |
| raise RuntimeError(f'{r.status_code} from {url}') | |
| ct = r.headers['content-type'] | |
| assert ct.startswith('text/html'), f'Unexpected mimetype: {ct!r} from {url}' | |
| file_path.write_text(r.text) | |
| return r.text | |
| async def get_dependents(client: AsyncClient, url: str) -> str | None: | |
| html = await get(client, url) | |
| soup = BeautifulSoup(html, 'html.parser') | |
| repos = {} | |
| for a in soup.find_all('div', {'class': 'Box-row'}): | |
| user_org = a.find('a', {'data-hovercard-type': 'user'}) or a.find('a', {'data-hovercard-type': 'organization'}) | |
| repo = a.find('a', {'data-hovercard-type': 'repository'}) | |
| star = a.find('svg', {'class': 'octicon-star'}).parent | |
| star_text = star.getText().strip().replace(',', '') | |
| repos[f'{user_org.getText()}/{repo.getText()}'] = int(star_text) | |
| REPOS.update(repos) | |
| next_link = soup.find('a', text='Next', href=True) | |
| if next_link: | |
| return next_link['href'] | |
| async def main(): | |
| i = 0 | |
| next_url = START_URL | |
| try: | |
| async with AsyncClient() as client: | |
| while next_url: | |
| print(f'{i} {next_url} {len(REPOS)}') | |
| next_url = await get_dependents(client, next_url) | |
| i += 1 | |
| finally: | |
| if REPOS: | |
| repos_path = Path('repos.json') | |
| print(f'Saving {len(REPOS)} new repos to {repos_path}...') | |
| if repos_path.exists(): | |
| with repos_path.open('r') as f: | |
| existing_repos = json.load(f) | |
| else: | |
| existing_repos = {} | |
| existing_repos.update(REPOS) | |
| existing_repos = dict(sorted(existing_repos.items(), key=lambda x: x[1], reverse=True)) | |
| print(f'Total of {len(existing_repos)} repos') | |
| with repos_path.open('w') as f: | |
| json.dump(existing_repos, f, indent=2) | |
| if __name__ == '__main__': | |
| asyncio.run(main()) |
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| { | |
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| "mlflow/mlflow": 12402, | |
| "dmlc/dgl": 10113, | |
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