| from __future__ import annotations |
|
|
| import argparse |
| import hashlib |
| import json |
| import re |
| import sys |
| import time |
| from collections import Counter |
| from dataclasses import asdict |
| from pathlib import Path |
| from urllib import robotparser |
| from urllib.parse import urljoin, urlsplit |
|
|
| import httpx |
| import yaml |
| from bs4 import BeautifulSoup |
|
|
| try: |
| from advisors.cache import CacheRecord, CacheStore, RobotsPolicy, fetch_source_entry |
| from advisors.discover import ( |
| DiscoveredSource, |
| _clean_anchor_text, |
| _looks_like_faculty_list_text, |
| _looks_like_unit_text, |
| write_discovered_sources_yaml, |
| ) |
| from advisors.registry import SourceEntry, load_registry |
| from advisors.url_utils import cache_key_for_url, host_matches, normalize_url |
| except ModuleNotFoundError: |
| sibling_src = Path(__file__).resolve().parents[2] / "Advisors" / "src" |
| if sibling_src.exists(): |
| sys.path.insert(0, str(sibling_src)) |
| from advisors.cache import CacheRecord, CacheStore, RobotsPolicy, fetch_source_entry |
| from advisors.discover import ( |
| DiscoveredSource, |
| _clean_anchor_text, |
| _looks_like_faculty_list_text, |
| _looks_like_unit_text, |
| write_discovered_sources_yaml, |
| ) |
| from advisors.registry import SourceEntry, load_registry |
| from advisors.url_utils import cache_key_for_url, host_matches, normalize_url |
| else: |
| raise |
|
|
|
|
| UNIT_INDEX_TEXT_RE = re.compile( |
| r"(院系设置|院系机构|院系部门|院系概览|学院设置|院部设置|教学单位|" |
| r"教学机构|教学科研机构|学部院系|组织机构|机构设置|Schools|Colleges|Departments)", |
| re.IGNORECASE, |
| ) |
| SKIP_URL_RE = re.compile( |
| r"(?i)(?:javascript:|mailto:|#|/login|passport|webvpn|ivpn|auth/login|" |
| r"\.(?:pdf|docx?|xlsx?|pptx?|zip|rar|jpg|jpeg|png|gif|svg)(?:$|[?#]))" |
| ) |
| ZH_NAME_RE = re.compile(r"^[\u4e00-\u9fff·]{2,4}$") |
| PROFILE_PATH_RE = re.compile(r"/[A-Za-z0-9_.-]+/(?:zh_CN|en)/index\.htm$") |
| WEBPLUS_PROFILE_PAGE_RE = re.compile( |
| r"/(?:[0-9a-f]{2}/[0-9a-f]{2}|\d{4}/\d{4})/c\d+a\d+/page\.htm$", |
| re.IGNORECASE, |
| ) |
| INFO_PROFILE_PAGE_RE = re.compile(r"/info/\d+/\d+\.htm$", re.IGNORECASE) |
| HTML_PAGE_RE = re.compile(r"(?:/|\.)html?(?:$|[?#])", re.IGNORECASE) |
| FACULTY_LIST_PAGINATION_TEXT_RE = re.compile(r"(下一页|尾页|末页|Next)", re.IGNORECASE) |
| FACULTY_LIST_PAGINATION_URL_RE = re.compile( |
| r"(?:/[^/]*list\d+\.htm$|(?:^|[?&])(?:PAGENUM|pageindex)=\d+|(?:^|[?&])totalpage=\d+)", |
| re.IGNORECASE, |
| ) |
| FACULTY_SYSTEM_LIST_URL_RE = re.compile( |
| r"/(?:pi|py)?jslb\.jsp\?|/(?:xyjslb|jsjs|jscx|xylb)\.jsp\?", |
| re.IGNORECASE, |
| ) |
| IMAGESCALE_PROFILE_RE = re.compile( |
| r"addimg\(\s*['\"][^'\"]*['\"]\s*,\s*['\"](?P<href>[^'\"]+/(?:zh_CN|en)/index\.htm)['\"]\s*,\s*['\"](?P<text>[^'\"]{1,40})['\"]", |
| re.IGNORECASE, |
| ) |
| HTTPS_CANONICAL_HOSTS = { |
| "faculty.dlut.edu.cn", |
| "faculty-cn.tju.edu.cn", |
| "faculty.scut.edu.cn", |
| "faculty.scu.edu.cn", |
| "faculty.uestc.edu.cn", |
| "faculty.tju.edu.cn", |
| "jszy.whu.edu.cn", |
| } |
| NON_NAME_SUBSTRINGS = ( |
| "学院", |
| "项目", |
| "新闻", |
| "通知", |
| "公告", |
| "队伍", |
| "教育", |
| "教学", |
| "科研", |
| "党团", |
| "院友", |
| "机构", |
| "中心", |
| "基地", |
| "平台", |
| "师资", |
| "教师", |
| "导师", |
| "教授", |
| "院士", |
| "名医", |
| "列表", |
| "详情", |
| "更多", |
| "首页", |
| "登录", |
| "搜索", |
| "招生", |
| "招聘", |
| "访客", |
| "校历", |
| "校友", |
| "捐赠", |
| "门户", |
| "邮箱", |
| "期刊", |
| "平台", |
| "看点", |
| "风光", |
| "生活", |
| "文化", |
| "党风", |
| "党群", |
| "党务", |
| "党建", |
| "理论", |
| "工会", |
| "论坛", |
| "公文", |
| "政策", |
| "文件", |
| "方案", |
| "招考", |
| "学生", |
| "学工", |
| "下载", |
| "资料", |
| "联系", |
| "我们", |
| "现任", |
| "历任", |
| "领导", |
| "院长", |
| "致辞", |
| "院训", |
| "院徽", |
| "科研", |
| "研究", |
| "培养", |
| "成果", |
| "课程", |
| "资源", |
| "实验室", |
| "管理", |
| "服务", |
| "规章", |
| "制度", |
| "毕业", |
| "留影", |
| "年报", |
| "暑期", |
| "萃英", |
| "飞天", |
| "访企", |
| "拓岗", |
| "实习", |
| "信息", |
| "招就", |
| "动态", |
| "专业", |
| "推介", |
| "人员", |
| "分工", |
| "常用", |
| "历史", |
| "沿革", |
| "党史", |
| "学校", |
| "本科", |
| "国际", |
| "合作", |
| "交流", |
| "认证", |
| "就业", |
| "讲师", |
| "青年", |
| "全部", |
| "二维码", |
| ) |
| TYPE_PRIORITY = { |
| "university_home": 10, |
| "unit_index": 20, |
| "profile_portal": 20, |
| "faculty_portal": 20, |
| "unit_home": 30, |
| "faculty_list": 40, |
| "profile_index": 40, |
| "profile_index_api": 40, |
| "teacher_profile": 50, |
| } |
|
|
|
|
| def main() -> int: |
| args = parse_args() |
| registry = load_registry(args.sources) |
| schools = set(args.school or []) |
| universities = [ |
| university |
| for university in registry.universities |
| if not schools or university.id in schools or university.name_zh in schools |
| ] |
| if not universities: |
| raise SystemExit("No universities selected.") |
|
|
| errors_path = Path(args.working_root) / "errors.tsv" |
| errors_path.parent.mkdir(parents=True, exist_ok=True) |
| if not errors_path.exists(): |
| errors_path.write_text("school\tphase\tsource_id\turl\terror\n", encoding="utf-8") |
|
|
| summary: list[dict[str, object]] = [] |
| for university in universities: |
| result = crawl_university(args, university, errors_path) |
| summary.append(result) |
| write_json(Path(args.working_root) / "crawl_summary.json", summary) |
| print( |
| f"{university.id}: records={result['cache_records']} " |
| f"profiles={result['cache_types'].get('teacher_profile', 0)} " |
| f"fetched={result['fetched']} skipped={result['skipped']} errors={result['errors']}", |
| flush=True, |
| ) |
|
|
| write_json(Path(args.working_root) / "crawl_summary.json", summary) |
| return 0 |
|
|
|
|
| def parse_args() -> argparse.Namespace: |
| parser = argparse.ArgumentParser(description="Cache official faculty pages for 985 universities.") |
| parser.add_argument("--sources", default="configs/985_sources.yaml") |
| parser.add_argument("--cache-root", default="data/cache") |
| parser.add_argument("--working-root", default="data/working/985") |
| parser.add_argument("--school", action="append", default=[], help="School id or Chinese name to process.") |
| parser.add_argument("--rounds", type=int, default=2) |
| parser.add_argument("--delay-seconds", type=float, default=0.2) |
| parser.add_argument("--timeout-seconds", type=float, default=20.0) |
| parser.add_argument("--ignore-robots", action="store_true") |
| parser.add_argument("--robots-timeout-seconds", type=float, default=5.0) |
| parser.add_argument("--refresh", action="store_true") |
| parser.add_argument("--max-unit-indexes", type=int, default=40) |
| parser.add_argument("--max-units", type=int, default=300) |
| parser.add_argument("--max-faculty-lists", type=int, default=1200) |
| parser.add_argument("--max-profiles", type=int, default=8000) |
| parser.add_argument("--progress-every", type=int, default=200) |
| return parser.parse_args() |
|
|
|
|
| def crawl_university(args: argparse.Namespace, university, errors_path: Path) -> dict[str, object]: |
| school_root = Path(args.cache_root) / university.id |
| store = CacheStore(school_root) |
| stats = Counter() |
| robots_policy = TimeoutRobotsPolicy( |
| "AdvisorsDataBot/0.1 (+https://github.com/open-data; research dataset)", |
| timeout_seconds=args.robots_timeout_seconds, |
| ) |
|
|
| seed_entries = list(university.entries) |
| fetch_many(args, seed_entries, store, robots_policy, stats, errors_path, university.id, "seed") |
|
|
| for round_index in range(1, args.rounds + 1): |
| round_dir = Path(args.working_root) / university.id / f"round-{round_index}" |
| round_dir.mkdir(parents=True, exist_ok=True) |
|
|
| unit_indexes = discover_unit_indexes_from_cache( |
| school_root, |
| university_name_zh=university.name_zh, |
| source_id_prefix=f"{university.id}-unit-index", |
| allowed_domains=list(university.allowed_domains), |
| ) |
| unit_indexes = limit_sources(unit_indexes, args.max_unit_indexes) |
| write_sources( |
| unit_indexes, |
| round_dir / "discovered_unit_indexes.yaml", |
| university, |
| ) |
| fetch_many( |
| args, |
| to_entries(unit_indexes, university), |
| store, |
| robots_policy, |
| stats, |
| errors_path, |
| university.id, |
| f"round-{round_index}:unit_index", |
| ) |
|
|
| units = discover_unit_homes_from_cache( |
| school_root, |
| university_name_zh=university.name_zh, |
| source_id_prefix=f"{university.id}-unit", |
| allowed_domains=list(university.allowed_domains), |
| ) |
| units = limit_sources(units, args.max_units) |
| write_sources(units, round_dir / "discovered_units.yaml", university) |
| fetch_many( |
| args, |
| to_entries(units, university), |
| store, |
| robots_policy, |
| stats, |
| errors_path, |
| university.id, |
| f"round-{round_index}:unit_home", |
| ) |
|
|
| faculty_lists = discover_faculty_lists_from_cache_safe( |
| school_root, |
| university_name_zh=university.name_zh, |
| source_id_prefix=f"{university.id}-faculty-list", |
| allowed_domains=list(university.allowed_domains), |
| ) |
| faculty_lists = limit_sources(faculty_lists, args.max_faculty_lists) |
| write_sources(faculty_lists, round_dir / "discovered_faculty_lists.yaml", university) |
| fetch_many( |
| args, |
| to_entries(faculty_lists, university), |
| store, |
| robots_policy, |
| stats, |
| errors_path, |
| university.id, |
| f"round-{round_index}:faculty_list", |
| ) |
|
|
| profiles = discover_profiles_from_cache_safe( |
| school_root, |
| university_name_zh=university.name_zh, |
| source_id_prefix=f"{university.id}-profile", |
| allowed_domains=list(university.allowed_domains), |
| ) |
| profiles = limit_sources(profiles, args.max_profiles) |
| write_sources(profiles, round_dir / "discovered_profiles.yaml", university) |
| fetch_many( |
| args, |
| to_entries(profiles, university), |
| store, |
| robots_policy, |
| stats, |
| errors_path, |
| university.id, |
| f"round-{round_index}:teacher_profile", |
| ) |
|
|
| cache_types = count_cache_types(store) |
| return { |
| "school": university.id, |
| "university": university.name_zh, |
| "fetched": stats["fetched"], |
| "skipped": stats["skipped"], |
| "errors": stats["errors"], |
| "cache_records": sum(cache_types.values()), |
| "cache_types": dict(cache_types), |
| } |
|
|
|
|
| def fetch_many( |
| args: argparse.Namespace, |
| entries: list[SourceEntry], |
| store: CacheStore, |
| robots_policy: RobotsPolicy, |
| stats: Counter, |
| errors_path: Path, |
| school_id: str, |
| phase: str, |
| ) -> None: |
| seen: set[str] = set() |
| processed = 0 |
| total = len(entries) |
| for entry in entries: |
| normalized = entry.normalized_url |
| if normalized in seen: |
| continue |
| seen.add(normalized) |
| processed += 1 |
| try: |
| status = fetch_one(args, entry, store, robots_policy) |
| stats[status] += 1 |
| except Exception as exc: |
| stats["errors"] += 1 |
| append_error(errors_path, school_id, phase, entry.id, entry.url, repr(exc)) |
| if args.delay_seconds > 0 and stats["fetched"]: |
| time.sleep(args.delay_seconds) |
| if args.progress_every > 0 and processed % args.progress_every == 0: |
| print( |
| f"{school_id} {phase}: processed {processed}/{total} " |
| f"fetched={stats['fetched']} skipped={stats['skipped']} errors={stats['errors']}", |
| flush=True, |
| ) |
|
|
|
|
| def fetch_one( |
| args: argparse.Namespace, |
| entry: SourceEntry, |
| store: CacheStore, |
| robots_policy: RobotsPolicy, |
| ) -> str: |
| existing = load_existing_record(store.root, entry.normalized_url) |
| if existing and not should_refetch(existing, entry, args.refresh): |
| return "skipped" |
| fetch_source_entry( |
| entry, |
| store, |
| timeout_seconds=args.timeout_seconds, |
| respect_robots=not args.ignore_robots, |
| robots_policy=robots_policy, |
| ) |
| return "fetched" |
|
|
|
|
| class TimeoutRobotsPolicy: |
| def __init__(self, user_agent: str, *, timeout_seconds: float): |
| self.user_agent = user_agent |
| self.timeout_seconds = timeout_seconds |
| self._parsers: dict[str, robotparser.RobotFileParser] = {} |
|
|
| def can_fetch(self, url: str) -> bool: |
| split = urlsplit(url) |
| base = f"{split.scheme}://{split.netloc}" |
| parser = self._parsers.get(base) |
| if parser is None: |
| parser = self._read_parser(base) |
| self._parsers[base] = parser |
| return parser.can_fetch(self.user_agent, url) |
|
|
| def _read_parser(self, base: str) -> robotparser.RobotFileParser: |
| robots_url = urljoin(base, "/robots.txt") |
| parser = robotparser.RobotFileParser(robots_url) |
| try: |
| response = httpx.get( |
| robots_url, |
| follow_redirects=True, |
| timeout=self.timeout_seconds, |
| headers={"User-Agent": self.user_agent}, |
| ) |
| except httpx.HTTPError: |
| parser.allow_all = True |
| return parser |
| if response.status_code in {401, 403}: |
| parser.disallow_all = True |
| return parser |
| if 400 <= response.status_code < 500: |
| parser.allow_all = True |
| return parser |
| parser.parse(response.text.splitlines()) |
| return parser |
|
|
|
|
| def should_refetch(existing: CacheRecord, entry: SourceEntry, refresh: bool) -> bool: |
| if refresh: |
| return True |
| existing_priority = TYPE_PRIORITY.get(existing.source_type, 0) |
| wanted_priority = TYPE_PRIORITY.get(entry.type, 0) |
| if wanted_priority > existing_priority: |
| return True |
| return False |
|
|
|
|
| def load_existing_record(cache_root: Path, url: str) -> CacheRecord | None: |
| key = cache_key_for_url(normalize_url(url)) |
| path = cache_root / "metadata" / key[:2] / key[2:4] / f"{key}.json" |
| if not path.exists(): |
| return None |
| return CacheRecord(**json.loads(path.read_text(encoding="utf-8"))) |
|
|
|
|
| def discover_unit_indexes_from_cache( |
| cache_root: str | Path, |
| *, |
| university_name_zh: str, |
| source_id_prefix: str, |
| allowed_domains: list[str], |
| ) -> list[DiscoveredSource]: |
| records = list(CacheStore(cache_root).iter_records()) |
| discovered: dict[str, DiscoveredSource] = {} |
| for record in records: |
| if record.university != university_name_zh: |
| continue |
| if record.source_type not in {"university_home", "unit_index"}: |
| continue |
| for url, text in iter_links(record, allowed_domains): |
| if not UNIT_INDEX_TEXT_RE.search(text): |
| continue |
| discovered.setdefault( |
| url, |
| DiscoveredSource( |
| id=source_id(url, prefix=source_id_prefix), |
| url=url, |
| type="unit_index", |
| department=None, |
| status="discovered", |
| notes=f"Discovered from {record.source_type} page.", |
| discovered_from=record.source_url, |
| anchor_text=text, |
| ), |
| ) |
| return sorted(discovered.values(), key=lambda item: item.url) |
|
|
|
|
| def discover_unit_homes_from_cache( |
| cache_root: str | Path, |
| *, |
| university_name_zh: str, |
| source_id_prefix: str, |
| allowed_domains: list[str], |
| ) -> list[DiscoveredSource]: |
| records = list(CacheStore(cache_root).iter_records()) |
| discovered: dict[str, DiscoveredSource] = {} |
| for record in records: |
| if record.university != university_name_zh: |
| continue |
| if record.source_type not in {"university_home", "unit_index"}: |
| continue |
| for url, text in iter_links(record, allowed_domains): |
| if not _looks_like_unit_text(text): |
| continue |
| discovered.setdefault( |
| url, |
| DiscoveredSource( |
| id=source_id(url, prefix=source_id_prefix), |
| url=url, |
| type="unit_home", |
| department=text, |
| status="discovered", |
| notes=f"Discovered from {record.source_type} page.", |
| discovered_from=record.source_url, |
| anchor_text=text, |
| ), |
| ) |
| return sorted(discovered.values(), key=lambda item: item.url) |
|
|
|
|
| def discover_faculty_lists_from_cache_safe( |
| cache_root: str | Path, |
| *, |
| university_name_zh: str, |
| source_id_prefix: str, |
| allowed_domains: list[str], |
| ) -> list[DiscoveredSource]: |
| records = list(CacheStore(cache_root).iter_records()) |
| discovered: dict[str, DiscoveredSource] = {} |
| for record in records: |
| if record.university != university_name_zh: |
| continue |
| if record.source_type not in {"unit_home", "faculty_portal", "profile_portal", "unit_index", "faculty_list"}: |
| continue |
| for url, text in iter_links(record, allowed_domains): |
| is_faculty_list = _looks_like_faculty_list_text(text) |
| is_pagination = ( |
| record.source_type == "faculty_list" |
| and FACULTY_LIST_PAGINATION_TEXT_RE.search(text) |
| and FACULTY_LIST_PAGINATION_URL_RE.search(urlsplit(url).path) |
| ) or ( |
| record.source_type == "faculty_list" |
| and FACULTY_LIST_PAGINATION_TEXT_RE.search(text) |
| and FACULTY_LIST_PAGINATION_URL_RE.search(urlsplit(url).query) |
| ) |
| is_faculty_system_list = ( |
| record.source_type in {"profile_portal", "faculty_portal", "faculty_list"} |
| and FACULTY_SYSTEM_LIST_URL_RE.search(urlsplit(url).path + "?" + urlsplit(url).query) |
| ) |
| if not is_faculty_list and not is_pagination and not is_faculty_system_list: |
| continue |
| discovered.setdefault( |
| url, |
| DiscoveredSource( |
| id=source_id(url, prefix=source_id_prefix), |
| url=url, |
| type="faculty_list", |
| department=record.department, |
| status="discovered", |
| notes=f"Discovered from {record.source_type} page.", |
| discovered_from=record.source_url, |
| anchor_text=text, |
| ), |
| ) |
| return sorted(discovered.values(), key=lambda item: item.url) |
|
|
|
|
| def discover_profiles_from_cache_safe( |
| cache_root: str | Path, |
| *, |
| university_name_zh: str, |
| source_id_prefix: str, |
| allowed_domains: list[str], |
| ) -> list[DiscoveredSource]: |
| records = list(CacheStore(cache_root).iter_records()) |
| discovered: dict[str, DiscoveredSource] = {} |
| for record in records: |
| if record.university != university_name_zh: |
| continue |
| if record.source_type not in {"faculty_list", "profile_index", "profile_portal"}: |
| continue |
| for url, text in iter_links(record, allowed_domains): |
| name_hint = name_hint_from_anchor(text) |
| if looks_like_profile_url(url) or ( |
| name_hint and (looks_like_faculty_detail_link(url) or looks_like_html_page(url)) |
| ): |
| discovered.setdefault( |
| url, |
| DiscoveredSource( |
| id=source_id(url, prefix=source_id_prefix), |
| url=url, |
| type="teacher_profile", |
| department=record.department, |
| status="discovered", |
| notes=f"Discovered from {record.source_type} page.", |
| discovered_from=record.source_url, |
| anchor_text=name_hint or text, |
| ), |
| ) |
| return sorted(discovered.values(), key=lambda item: item.url) |
|
|
|
|
| def iter_links(record: CacheRecord, allowed_domains: list[str]) -> list[tuple[str, str]]: |
| if not record.cache_path: |
| return [] |
| html_path = Path(record.cache_path) |
| if not html_path.exists(): |
| return [] |
| try: |
| html = html_path.read_text(encoding=record.encoding or "utf-8", errors="replace") |
| except OSError: |
| return [] |
| soup = BeautifulSoup(html, "html.parser") |
| links: list[tuple[str, str]] = [] |
| for anchor in soup.find_all("a", href=True): |
| href = anchor["href"].strip() |
| if SKIP_URL_RE.search(href): |
| continue |
| text = _clean_anchor_text(anchor.get_text(" ", strip=True)) |
| if not text or len(text) > 80: |
| continue |
| try: |
| url = canonicalize_discovered_url(normalize_url(urljoin(record.final_url or record.source_url, href))) |
| except ValueError: |
| continue |
| if SKIP_URL_RE.search(url): |
| continue |
| host = urlsplit(url).hostname or "" |
| if not host_matches(host, allowed_domains): |
| continue |
| links.append((url, text)) |
| links.extend(iter_embedded_profile_links(html, record.final_url or record.source_url, allowed_domains)) |
| return links |
|
|
|
|
| def iter_embedded_profile_links(html: str, base_url: str, allowed_domains: list[str]) -> list[tuple[str, str]]: |
| links: list[tuple[str, str]] = [] |
| for match in IMAGESCALE_PROFILE_RE.finditer(html): |
| text = _clean_anchor_text(match.group("text")) |
| if not text or len(text) > 40: |
| continue |
| try: |
| url = canonicalize_discovered_url(normalize_url(urljoin(base_url, match.group("href")))) |
| except ValueError: |
| continue |
| host = urlsplit(url).hostname or "" |
| if host_matches(host, allowed_domains): |
| links.append((url, text)) |
| return links |
|
|
|
|
| def looks_like_profile_url(url: str) -> bool: |
| return bool(PROFILE_PATH_RE.search(urlsplit(url).path)) |
|
|
|
|
| def canonicalize_discovered_url(url: str) -> str: |
| split = urlsplit(url) |
| host = split.hostname or "" |
| if split.scheme == "http" and host in HTTPS_CANONICAL_HOSTS: |
| return "https://" + split.netloc + split.path + (f"?{split.query}" if split.query else "") |
| return url |
|
|
|
|
| def looks_like_faculty_detail_link(url: str) -> bool: |
| path = urlsplit(url).path |
| return bool(INFO_PROFILE_PAGE_RE.search(path) or WEBPLUS_PROFILE_PAGE_RE.search(path)) |
|
|
|
|
| def looks_like_html_page(url: str) -> bool: |
| split = urlsplit(url) |
| path = split.path |
| if re.search(r"(?i)(?:^|/)(?:index|news|kxyj|zs|zs1|xxg|yxsz|szdw1)(?:/|\\.|$)", path): |
| return False |
| if HTML_PAGE_RE.search(path): |
| return True |
| suffix = Path(path).suffix.lower() |
| return not suffix and path.rstrip("/").count("/") >= 1 |
|
|
|
|
| def name_hint_from_anchor(anchor_text: str) -> str | None: |
| text = _clean_anchor_text(anchor_text) |
| text = re.sub(r"[((].*?[))]", "", text) |
| text = re.sub(r"\s+", "", text) |
| repeat_match = re.match(r"^([\u4e00-\u9fff·]{2,4})\1", text) |
| if repeat_match and looks_like_name_anchor(repeat_match.group(1)): |
| return repeat_match.group(1) |
| title_match = re.match( |
| r"^([\u4e00-\u9fff·]{2,4})(?:教授|副教授|研究员|副研究员|讲师|助理教授|" |
| r"助理研究员|博士生导师|硕士生导师)", |
| text, |
| ) |
| if title_match and looks_like_name_anchor(title_match.group(1)): |
| return title_match.group(1) |
| return text if looks_like_name_anchor(text) else None |
|
|
|
|
| def looks_like_name_anchor(anchor_text: str) -> bool: |
| return bool( |
| ZH_NAME_RE.fullmatch(anchor_text) |
| and not any(token in anchor_text for token in NON_NAME_SUBSTRINGS) |
| and not anchor_text.lower().startswith(("http://", "https://")) |
| ) |
|
|
|
|
| def to_entries(sources: list[DiscoveredSource], university) -> list[SourceEntry]: |
| return [ |
| SourceEntry( |
| id=source.id, |
| university_id=university.id, |
| university_name_zh=university.name_zh, |
| university_name_en=university.name_en, |
| url=source.url, |
| type=source.type, |
| allowed_domains=university.allowed_domains, |
| department=source.department, |
| status=source.status, |
| notes=f"{source.notes} anchor={source.anchor_text!r}; from={source.discovered_from}", |
| name_hint=source.anchor_text if source.type == "teacher_profile" else None, |
| ) |
| for source in sources |
| ] |
|
|
|
|
| def write_sources(sources: list[DiscoveredSource], path: Path, university) -> None: |
| if not sources: |
| path.parent.mkdir(parents=True, exist_ok=True) |
| path.write_text( |
| yaml.safe_dump( |
| { |
| "version": 1, |
| "universities": [ |
| { |
| "id": university.id, |
| "name_zh": university.name_zh, |
| "name_en": university.name_en, |
| "allowed_domains": list(university.allowed_domains), |
| "entries": [], |
| } |
| ], |
| }, |
| allow_unicode=True, |
| sort_keys=False, |
| ), |
| encoding="utf-8", |
| ) |
| return |
| write_discovered_sources_yaml( |
| sources, |
| path, |
| university_id=university.id, |
| university_name_zh=university.name_zh, |
| university_name_en=university.name_en, |
| allowed_domains=list(university.allowed_domains), |
| ) |
|
|
|
|
| def limit_sources(sources: list[DiscoveredSource], limit: int | None) -> list[DiscoveredSource]: |
| if limit is None or limit <= 0: |
| return sources |
| return sources[:limit] |
|
|
|
|
| def source_id(url: str, *, prefix: str) -> str: |
| split = urlsplit(url) |
| slug = re.sub(r"[^A-Za-z0-9]+", "-", f"{split.netloc}{split.path}").strip("-").lower() |
| digest = hashlib.sha1(url.encode("utf-8")).hexdigest()[:8] |
| return f"{prefix}-{slug[:72]}-{digest}" |
|
|
|
|
| def count_cache_types(store: CacheStore) -> Counter: |
| counts: Counter = Counter() |
| for record in store.iter_records(): |
| counts[record.source_type] += 1 |
| return counts |
|
|
|
|
| def append_error(path: Path, school_id: str, phase: str, source_id_: str, url: str, error: str) -> None: |
| safe_error = error.replace("\t", " ").replace("\n", " ") |
| with path.open("a", encoding="utf-8") as handle: |
| handle.write(f"{school_id}\t{phase}\t{source_id_}\t{url}\t{safe_error}\n") |
|
|
|
|
| def write_json(path: Path, data: object) -> None: |
| path.parent.mkdir(parents=True, exist_ok=True) |
| path.write_text(json.dumps(data, ensure_ascii=False, indent=2), encoding="utf-8") |
|
|
|
|
| if __name__ == "__main__": |
| raise SystemExit(main()) |
|
|