import asyncio import json import os import os.path from typing import List import aiohttp from bs4 import BeautifulSoup, SoupStrainer, Tag from app.pipeline import Extractor as BaseExtractor from app.pipeline import Fetcher as BaseFetcher from app.pipeline import Pipeline as BasePipeline from app.types import Site # The number of coach listing pages we will at most iterate through. This number # was determined by going to chess.com/coaches?sortBy=alphabetical&page=1 and # traversing to the last page. MAX_PAGES = 64 # How long to wait between a batch of network requests. SLEEP_SECS = 3 class Fetcher(BaseFetcher): def __init__(self, session: aiohttp.ClientSession): super().__init__(site=Site.CHESSCOM, session=session) async def scrape_usernames(self, page_no: int) -> List[str] | None: if page_no > MAX_PAGES: return [] print(f"{self.site.value}: Scraping page {page_no}/{MAX_PAGES}") filepath = self.path_page_file(page_no) try: with open(filepath, "r") as f: return [line.strip() for line in f.readlines()] except FileNotFoundError: pass if self.has_made_request: await asyncio.sleep(SLEEP_SECS) url = f"https://www.chess.com/coaches?sortBy=alphabetical&page={page_no}" response, status_code = await self.fetch(url) if response is None: return None # Skips this page. usernames = [] soup = BeautifulSoup(response, "lxml") members = soup.find_all("a", class_="members-categories-username") for member in members: href = member.get("href") username = href[len("https://www.chess.com/member/") :] usernames.append(username) # Cache results. with open(filepath, "w") as f: for username in usernames: f.write(f"{username}\n") return usernames async def download_user_files(self, username: str) -> None: maybe_download = [ ( f"https://www.chess.com/member/{username}", self.path_coach_file(username, f"{username}.html"), ), ( f"https://www.chess.com/callback/member/activity/{username}?page=1", self.path_coach_file(username, "activity.json"), ), ( f"https://www.chess.com/callback/member/stats/{username}", self.path_coach_file(username, "stats.json"), ), ] to_download = [] for d_url, d_filename in maybe_download: if os.path.isfile(d_filename): continue to_download.append((d_url, d_filename)) if not to_download: return if self.has_made_request: await asyncio.sleep(SLEEP_SECS) await asyncio.gather( *[self._download_file(url=d[0], filename=d[1]) for d in to_download] ) async def _download_file(self, url: str, filename: str) -> None: response, _unused_status = await self.fetch(url) if response is not None: with open(filename, "w") as f: f.write(response) def _profile_filter(elem: Tag | str | None, attrs={}) -> bool: if "profile-header-info" in attrs.get("class", ""): return True if "profile-card-info" in attrs.get("class", ""): return True return False class Extractor(BaseExtractor): def __init__(self, fetcher: BaseFetcher, username: str): super().__init__(fetcher, username) self.profile_soup = None try: filename = self.fetcher.path_coach_file(username, f"{username}.html") with open(filename, "r") as f: self.profile_soup = BeautifulSoup( f.read(), "lxml", parse_only=SoupStrainer(_profile_filter) ) except FileNotFoundError: pass self.stats_json = {} try: filename = self.fetcher.path_coach_file(username, "stats.json") with open(filename, "r") as f: for s in json.load(f).get("stats", []): if "key" in s and "stats" in s: self.stats_json[s["key"]] = s["stats"] except FileNotFoundError: pass def get_name(self) -> str | None: if self.profile_soup is None: return None name = self.profile_soup.find("div", class_="profile-card-name") if not isinstance(name, Tag): return None return name.get_text().strip() def get_image_url(self) -> str | None: if self.profile_soup is None: return None div = self.profile_soup.find("div", class_="profile-header-avatar") if not isinstance(div, Tag): return None img = div.find("img") if not isinstance(img, Tag): return None src = img.get("src", "") if not isinstance(src, str): return None if "images.chesscomfiles.com" not in src: return None return src def get_languages(self) -> List[str] | None: # TODO: Extract using huggingface model. return None def get_rapid(self) -> int | None: return self.stats_json.get("rapid", {}).get("rating") def get_blitz(self) -> int | None: return self.stats_json.get("lightning", {}).get("rating") def get_bullet(self) -> int | None: return self.stats_json.get("bullet", {}).get("rating") class Pipeline(BasePipeline): def get_fetcher(self, session: aiohttp.ClientSession): return Fetcher(session) def get_extractor(self, fetcher: BaseFetcher, username: str): return Extractor(fetcher, username)