# -*- coding: utf-8 -*- """ 通用爬虫引擎 (Playwright + stealth + 系统 Chrome) - 批量模式: 逐条爬取网址列表 - 自动模式: 从起始网址按匹配规则自动发现链接并 BFS 爬取 - 试爬取: 仅抓取起始页, 列出按规则将爬取的链接(不保存文件) - 每个页面/图片生成 .meta.json 操作信息(模式/时间/网址/来源链接/深度等) - 支持: 随机延迟 / 重试 / 图片下载 / 暂停恢复 / 终止 / 配置热更新 / cookie 复用 """ import json import os import random import re import threading import time import urllib.parse from datetime import datetime from playwright.sync_api import sync_playwright from playwright_stealth import Stealth import notify import store import db HERE = os.path.dirname(os.path.abspath(__file__)) DATA_DIR = os.path.join(HERE, "data") CHROME = "/usr/bin/google-chrome" IMG_EXTS = (".jpg", ".jpeg", ".png", ".gif", ".webp", ".bmp") DEFAULT_UA = ("Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 " "(KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36") # title 中出现任一标记即判定反爬 (title 短小可靠, 不会误伤正文) _CHALLENGE_TITLE_MARKS = [ "access denied", "403 forbidden", "just a moment", "attention required", "captcha", "bot check", "cf-challenge", "verify you are human", "checking your browser", "enable javascript and cookies", ] # html 中仅匹配强特征标记, 且只在 head 区域(前 20KB)搜索。 # 不能全文匹配 "captcha"/"challenge" 等词——正常文章正文提到这些词会被误判为反爬。 _CHALLENGE_HTML_MARKS = [ "cf-challenge", "challenge-platform", "cf-browser-verification", "verify you are human", "checking your browser", "enable javascript and cookies", "just a moment", ] # 反爬拦截类错误信号: 命中后不再重试 (重试无意义且拖慢任务) _ANTI_CRAWL_MARKS = [ "403", "429", "503", "forbidden", "access denied", "too many requests", "captcha", "cloudflare", "challenge", "verify you are human", "just a moment", "blocked", "被反爬拦截", ] def is_anti_crawl_error(err): """判断错误是否属于反爬拦截 (此类失败重试也无法通过, 直接放弃该页)""" s = str(err or "").lower() return any(m in s for m in _ANTI_CRAWL_MARKS) _BROWSER_DEAD_MARKS = [ "browser has been closed", "target page, context or browser has been closed", "has been disposed", "execution context was destroyed", "browser closed", "page closed", "target closed", "crash", ] def is_browser_dead_error(err): """判断错误是否属于浏览器/页面失效 (需重启浏览器后重试, 重试同一 URL 才有意义)""" s = str(err or "").lower() return any(m in s for m in _BROWSER_DEAD_MARKS) def is_challenge_page(title, html): """判断是否仍在反爬验证页 - title 出现反爬关键词: 判定 (可靠, 反爬页 title 基本都会变) - html 仅在前 20KB(head 区域)出现强特征标记时判定, 避免正文含 captcha/challenge 等词的正常页面被误杀 """ t = (title or "").lower() for mark in _CHALLENGE_TITLE_MARKS: if mark in t: return True low = (html or "").lower()[:20000] return any(m in low for m in _CHALLENGE_HTML_MARKS) def safe_name(url, idx): host = urllib.parse.urlparse(url).netloc.replace("www.", "").replace(".", "_") ts = datetime.now().strftime("%Y%m%d_%H%M%S") return f"{idx:04d}_{host}_{ts}" def _settle_wait(page, timeout_s): """等待页面稳定(无 stop/pause 检查, 供试爬取等独立流程使用)""" last_title, stable = "", 0 challenge_hits = 0 start = time.time() while time.time() - start < timeout_s: time.sleep(1) try: title = page.title() html = page.content() except Exception: continue if is_challenge_page(title, html): challenge_hits += 1 if challenge_hits >= 8: # 持续 8 秒仍是验证页, 判定反爬, 尽早放弃 return True, title, html stable = 0 continue challenge_hits = 0 if title == last_title: stable += 1 if stable >= 2 and len(html) > 1000: return True, title, html else: stable = 0 last_title = title return True, page.title(), page.content() _TRACKING_PARAMS = { "utm_source", "utm_medium", "utm_campaign", "utm_term", "utm_content", "fbclid", "gclid", "yclid", "mc_cid", "mc_eid", "ref", "ref_src", } def normalize_url(url): """URL 规范化 (用于去重): 去锚点/跟踪参数/尾部斜杠/默认端口, host 小写""" try: p = urllib.parse.urlparse(str(url)) host = (p.hostname or "").lower() if not host: return str(url) port = "" if p.port and p.port not in (80, 443): port = f":{p.port}" path = p.path or "/" if len(path) > 1 and path.endswith("/"): path = path.rstrip("/") query = "" if p.query: kept = [kv for kv in p.query.split("&") if kv.split("=", 1)[0].lower() not in _TRACKING_PARAMS] if kept: query = "?" + "&".join(kept) return f"{p.scheme.lower()}://{host}{port}{path}{query}" except Exception: return str(url) def url_excluded(url, auto=None): """判断 URL 是否命中排除规则 (与 filter_links 的 exclude 判定逻辑一致, 供队列清理使用)""" if not auto: return False exclude = auto.get("exclude") or [] if not exclude: return False use_regex = bool(auto.get("use_regex")) s = str(url or "") if use_regex: return any(re.search(p, s) for p in exclude) low = s.lower() return any(p.lower() in low for p in exclude) def filter_links(hrefs, seed_url, include=None, exclude=None, same_domain=True, use_regex=False): """按规则过滤链接, 返回 (included, excluded); excluded 含排除原因""" include = include or [] exclude = exclude or [] included, excluded = [], [] seed_host = urllib.parse.urlparse(seed_url).hostname or "" for h in hrefs: if not str(h).startswith("http"): continue if same_domain and seed_host: host = urllib.parse.urlparse(h).hostname or "" if host != seed_host and not host.endswith("." + seed_host): excluded.append({"url": h, "reason": "不在同域名内"}) continue if use_regex: if include and not any(re.search(p, h) for p in include): excluded.append({"url": h, "reason": "未匹配包含规则"}) continue hit = next((p for p in exclude if re.search(p, h)), None) if hit: excluded.append({"url": h, "reason": f"命中排除规则: {hit}"}) continue else: if include and not any(p.lower() in h.lower() for p in include): excluded.append({"url": h, "reason": "未匹配包含规则"}) continue hit = next((p for p in exclude if p.lower() in h.lower()), None) if hit: excluded.append({"url": h, "reason": f"命中排除规则: {hit}"}) continue included.append(h) return included, excluded def probe_links(seed_url, include=None, exclude=None, same_domain=True, use_regex=False, timeout=45): """试爬取: 抓取起始页并列出按规则将爬取的链接 (不保存任何文件)""" result = {"ok": False, "error": "", "seed_url": seed_url, "title": "", "crawled_at": "", "total_links": 0, "total_included": 0, "total_excluded": 0, "included": [], "excluded": []} try: p = sync_playwright().start() browser = p.chromium.launch( headless=True, executable_path=CHROME, args=["--disable-blink-features=AutomationControlled", "--no-sandbox", "--disable-gpu", "--disable-dev-shm-usage"], ) ctx = browser.new_context( user_agent=DEFAULT_UA, viewport={"width": 1920, "height": 1080}, locale="en-US", ) Stealth().apply_stealth_sync(ctx) page = ctx.new_page() try: page.goto(seed_url, wait_until="domcontentloaded", timeout=timeout * 1000) _ok, title, html = _settle_wait(page, timeout) if is_challenge_page(title, html): result["error"] = f"起始页被反爬拦截: title={title!r}" else: try: hrefs = page.evaluate( "() => Array.from(document.querySelectorAll('a[href]')).map(a => a.href)" ) except Exception: hrefs = [] included, excluded = filter_links( hrefs, seed_url, include, exclude, same_domain, use_regex) result.update( ok=True, title=title, crawled_at=store.now_str(), total_links=len(hrefs), total_included=len(included), total_excluded=len(excluded), included=included[:200], excluded=excluded[:200], ) except Exception as e: result["error"] = f"试爬取失败: {e}" finally: try: browser.close() except Exception: pass try: p.stop() except Exception: pass except Exception as e: result["error"] = f"浏览器启动失败: {e}" return result class CrawlJob: """一次爬取执行 (独立线程运行)""" def __init__(self, task, run, persist): self.task = task self.run = run self.persist = persist # callable(task_id, run) self._stop = threading.Event() self._pause = threading.Event() # 运行中的 auto 实时状态 (供详情接口读取; 任务结束时由状态文件兜底) self._auto_visited = None self._auto_pending = None self._cfg_lock = threading.RLock() self.thread = None # 浏览器句柄 (p, browser, ctx, page, cookie_file); 崩溃后重建 self._browser = None def _page(self): return self._browser[3] if self._browser else None def _ctx(self): return self._browser[2] if self._browser else None # ---------------- 控制接口 ---------------- def start(self): self.thread = threading.Thread(target=self._run_loop, daemon=True) self.thread.start() def stop(self): self._stop.set() def pause(self): self._pause.set() def resume(self): self._pause.clear() def is_running(self): return self.thread is not None and self.thread.is_alive() def update_config(self, patch): with self._cfg_lock: self.task["config"].update(patch) self._log("info", f"配置已热更新: {', '.join(patch.keys())}") # ---------------- 内部工具 ---------------- def _cfg(self, key, default=None): with self._cfg_lock: return self.task["config"].get(key, default) def _wait_if_paused(self): was_paused = False while self._pause.is_set() and not self._stop.is_set(): if not was_paused: self.run["status"] = "paused" self._persist() was_paused = True time.sleep(0.5) if was_paused: self.run["status"] = "running" self._persist() def _log(self, level, msg): logs = self.run.setdefault("logs", []) logs.append({"ts": datetime.now().strftime("%H:%M:%S"), "level": level, "msg": msg}) if len(logs) > 500: del logs[:len(logs) - 500] self.persist(self.task["id"], self.run) def _persist(self): self.persist(self.task["id"], self.run) def _resolve_out_dir(self): cfg = self._cfg("out_dir") or "" if cfg.strip(): return cfg.strip() return os.path.join(HERE, "out", self.task["id"]) def _open_browser(self): p = sync_playwright().start() browser = p.chromium.launch( headless=True, executable_path=CHROME, args=["--disable-blink-features=AutomationControlled", "--no-sandbox", "--disable-gpu", "--disable-dev-shm-usage"], ) ctx = browser.new_context( user_agent=self._cfg("user_agent", DEFAULT_UA), viewport={"width": 1920, "height": 1080}, locale="en-US", ) cookie_file = os.path.join(DATA_DIR, f"cookies_{self.task['id']}.json") if os.path.exists(cookie_file): try: ctx.add_cookies(json.load(open(cookie_file))) self._log("info", "已复用上次会话 cookie") except Exception: pass Stealth().apply_stealth_sync(ctx) page = ctx.new_page() self._browser = (p, browser, ctx, page, cookie_file) return self._browser def _close_browser(self): if not self._browser: return p, browser, ctx, _page, cookie_file = self._browser try: json.dump(ctx.cookies(), open(cookie_file, "w")) except Exception: pass try: browser.close() except Exception: pass try: p.stop() except Exception: pass self._browser = None def _reopen_browser(self): """浏览器失效后重建: 保存 cookie -> 关闭旧实例 -> 启动新实例""" self._close_browser() time.sleep(1) self._open_browser() self._log("info", "浏览器已重启") def _need_browser_restart(self, done_count): """每爬 N 页主动重启一次浏览器, 防止长时间运行内存膨胀导致崩溃 (browser_max_pages=0 关闭)""" limit = int(self._cfg("browser_max_pages", 0) or 0) return limit > 0 and done_count > 1 and (done_count - 1) % limit == 0 def _wait_page_settle(self, page, timeout_s): last_title, stable = "", 0 challenge_hits = 0 err_streak = 0 # 连续读取失败计数 start = time.time() while time.time() - start < timeout_s: if self._stop.is_set(): raise RuntimeError("任务已终止") self._wait_if_paused() time.sleep(1) try: title = page.title() html = page.content() except Exception: err_streak += 1 if err_streak >= 3: # 页面/浏览器已失效, 提前失败而非干等到超时 raise RuntimeError("Target page, context or browser has been closed") continue # 正在跳转 err_streak = 0 if is_challenge_page(title, html): challenge_hits += 1 if challenge_hits >= 8: # 持续 8 秒仍是验证页, 判定反爬, 尽早放弃 return True, title, html stable = 0 continue challenge_hits = 0 if title == last_title: stable += 1 if stable >= 2 and len(html) > 1000: return True, title, html else: stable = 0 last_title = title return True, page.title(), page.content() def _crawl_one(self, page, url, timeout_s): page.goto(url, wait_until="domcontentloaded", timeout=timeout_s * 1000) ok, title, html = self._wait_page_settle(page, timeout_s) if not ok: raise RuntimeError(f"页面加载超时({timeout_s}s)") if is_challenge_page(title, html): raise RuntimeError(f"仍被反爬拦截: title={title!r} size={len(html)}") try: text = page.inner_text("body") except Exception: text = "" return title, html, text def _crawl_images(self, ctx, page, out_dir, base, page_url, source_url): """下载页面图片并生成图片集 meta.json, 返回 [{file,url,size,download_time}]""" try: urls = page.evaluate( "() => Array.from(document.querySelectorAll('img'))" ".map(i => i.currentSrc || i.src).filter(Boolean)" ) except Exception: return [] saved = [] img_dir = os.path.join(out_dir, base + "_img") for n, u in enumerate(urls, 1): if self._stop.is_set(): break if not str(u).startswith("http"): continue path = urllib.parse.urlparse(u).path.lower() if not path.endswith(IMG_EXTS): continue try: resp = ctx.request.get(u, timeout=20000) if resp.ok and resp.body(): ext = os.path.splitext(path)[1] or ".jpg" fname = f"img_{n:04d}{ext}" os.makedirs(img_dir, exist_ok=True) with open(os.path.join(img_dir, fname), "wb") as f: f.write(resp.body()) saved.append({ "file": f"{base}_img/{fname}", "url": u, "size": len(resp.body()), "download_time": store.now_str(), }) except Exception: continue if saved: try: meta = { "type": "images", "mode": self.run.get("mode"), "task_id": self.task["id"], "task_name": self.task.get("name", ""), "run_id": self.run.get("id"), "crawl_time": store.now_str(), "page_url": page_url, "source_url": source_url, "images": saved, } with open(os.path.join(img_dir, "meta.json"), "w", encoding="utf-8") as f: json.dump(meta, f, ensure_ascii=False, indent=2) except Exception: pass return saved def _write_page_meta(self, out_dir, base, entry): """为每个爬取页面生成操作信息 meta.json""" meta = { "type": "page", "mode": self.run.get("mode"), "task_id": self.task["id"], "task_name": self.task.get("name", ""), "run_id": self.run.get("id"), "crawl_time": entry.get("crawl_time", ""), "url": entry.get("url", ""), "source_url": entry.get("source_url", ""), "depth": entry.get("depth"), "title": entry.get("title", ""), "status": entry.get("status", ""), "error": entry.get("error", ""), "attempts": entry.get("attempts", 1), "html_file": entry.get("html_file", ""), "txt_file": entry.get("txt_file", ""), "images": entry.get("images", []), } try: with open(os.path.join(out_dir, base + ".meta.json"), "w", encoding="utf-8") as f: json.dump(meta, f, ensure_ascii=False, indent=2) except Exception: pass def _retry_crawl(self, page, ctx, url, idx, out_dir, source_url="", depth=None): """带重试的单页爬取, 返回结果 entry (含 meta 信息)""" timeout = int(self._cfg("timeout", 60)) retries = int(self._cfg("retry_count", 2)) retry_wait = float(self._cfg("retry_interval", 3)) crawl_images = bool(self._cfg("crawl_images", False)) base = safe_name(url, idx) entry = { "url": url, "title": "", "status": "FAIL", "error": "", "html_file": "", "txt_file": "", "meta_file": base + ".meta.json", "crawl_time": store.now_str(), "source_url": source_url, "depth": depth, "images": [], "attempts": 0, } dead_strikes = 0 # 浏览器失效重建次数 (防止无限重建) attempt = 0 while attempt <= retries: if self._stop.is_set(): entry["error"] = "任务已终止" break self._wait_if_paused() entry["attempts"] += 1 try: title, html, text = self._crawl_one(page, url, timeout) html_path = os.path.join(out_dir, base + ".html") txt_path = os.path.join(out_dir, base + ".txt") with open(html_path, "w", encoding="utf-8") as f: f.write(html) with open(txt_path, "w", encoding="utf-8") as f: f.write(text) entry.update(title=title, status="OK", html_file=base + ".html", txt_file=base + ".txt", error="", crawl_time=store.now_str()) if crawl_images: entry["images"] = self._crawl_images(ctx, page, out_dir, base, url, source_url) self._log("info", f"OK {title[:50]!r} html={len(html)//1024}KB 图片={len(entry['images'])}") break except Exception as e: entry["error"] = str(e) entry["crawl_time"] = store.now_str() if is_browser_dead_error(e): # 浏览器/页面失效: 重启浏览器后重试同一 URL, 不消耗重试次数 dead_strikes += 1 if dead_strikes > 3: entry["error"] = f"浏览器多次重启仍失效, 放弃: {e}" self._log("error", f"浏览器多次重启仍失效, 放弃 {url}") break self._log("warn", f"浏览器已失效({e}), 重启后重试: {url}") try: self._reopen_browser() page, ctx = self._page(), self._ctx() except Exception as re_err: entry["error"] = f"浏览器重启失败: {re_err}" self._log("error", f"浏览器重启失败, 放弃 {url}: {re_err}") break continue self._log("warn", f"第{attempt + 1}次失败 {url}: {e}") if is_anti_crawl_error(e): # 反爬拦截: 重试也过不去, 直接放弃, 不再消耗重试次数 entry["error"] = f"反爬拦截, 跳过重试: {e}" self._log("warn", f"判定为反爬拦截, 放弃重试: {url}") break if attempt < retries: self._wait_if_paused() t0 = time.time() while time.time() - t0 < retry_wait: if self._stop.is_set(): break self._wait_if_paused() time.sleep(0.3) attempt += 1 self._write_page_meta(out_dir, base, entry) return entry def _delay(self): dmin = float(self._cfg("delay_min", 2)) dmax = float(self._cfg("delay_max", 5)) total = random.uniform(max(0.1, dmin), max(dmin + 0.1, dmax)) end = time.time() + total while time.time() < end: if self._stop.is_set(): return self._wait_if_paused() time.sleep(min(0.5, end - time.time())) def _bump_stats(self, entry): st = self.run.setdefault("stats", {"ok": 0, "fail": 0, "images": 0}) if entry["status"] == "OK": st["ok"] += 1 else: st["fail"] += 1 st["images"] = st.get("images", 0) + len(entry.get("images", [])) # ---------------- 主流程 ---------------- def _run_loop(self): run, task = self.run, self.task run["status"] = "running" run["started_at"] = store.now_str() self._persist() try: if task.get("mode") == "auto": self._crawl_auto() else: self._crawl_list(task.get("urls", [])) if self._stop.is_set(): run["status"] = "stopped" else: run["status"] = "completed" except Exception as e: run["status"] = "failed" self._log("error", f"任务异常终止: {e}") run["finished_at"] = store.now_str() self._persist() if self._cfg("notify", False): try: ok, msg = notify.notify_email(task, run) if ok: self._log("info", "完成通知邮件已发送") else: self._log("error", f"邮件通知失败: {msg}") except Exception as e: self._log("error", f"邮件通知异常: {e}") self._log("info", f"任务结束: {run['status']} 成功{run['stats'].get('ok', 0)} 失败{run['stats'].get('fail', 0)}") self._persist() def _crawl_list(self, urls): run = self.run total = len(urls) run["progress"]["total"] = total out_dir = self._resolve_out_dir() run["out_dir"] = out_dir os.makedirs(out_dir, exist_ok=True) self._persist() self._open_browser() try: for i, url in enumerate(urls, 1): if self._stop.is_set(): self._log("info", "收到终止信号, 停止爬取") break self._wait_if_paused() if self._need_browser_restart(i): self._log("info", f"已爬 {i - 1} 页, 主动重启浏览器") self._reopen_browser() run["progress"]["current_url"] = url run["progress"]["done"] = i - 1 self._persist() entry = self._retry_crawl(self._page(), self._ctx(), url, i, out_dir) run["results"].append(entry) self._bump_stats(entry) run["progress"]["done"] = i self._persist() if entry["status"] == "OK": self._delay() finally: self._close_browser() def _discover_links(self, page): """从当前页面提取符合规则的链接""" auto = self.task.get("auto", {}) try: hrefs = page.evaluate( "() => Array.from(document.querySelectorAll('a[href]')).map(a => a.href)" ) except Exception: return [] included, _excluded = filter_links( hrefs, auto.get("seed_url", ""), auto.get("include", []), auto.get("exclude", []), auto.get("same_domain", True), bool(auto.get("use_regex", False)), ) return included def _crawl_auto(self): """自动爬取: 持续递归 爬取->发现链接->爬取... 直到无新链接可爬或达到上限 - max_depth: 0=无限制, N=只爬 N 层 - max_pages: 0=无限制, N=安全上限 (继续爬取模式按本次新增页数重新计算) - 提取但未爬取的链接持久化到 auto.pending, 已爬集合持久化到 auto.visited - 停止后再次运行从缓存队列继续爬; 起始网址每次运行都重新爬(不去重) - skip_seed(继续爬取): 跳过起始网址直接消费缓存队列, 页数上限按本次新增重新计算 """ run = self.run auto = self.task.get("auto", {}) seed = auto.get("seed_url", "") max_pages = int(auto.get("max_pages", 1000) or 0) # 0 = 无限制 max_depth = int(auto.get("max_depth", 0) or 0) # 0 = 无限制 out_dir = self._resolve_out_dir() run["out_dir"] = out_dir os.makedirs(out_dir, exist_ok=True) # 恢复持久化状态: 已爬集合 + 上次未爬完的缓存队列 (独立状态文件, 不撑大 tasks.json) state = store.load_auto_state(self.task["id"], self.task) visited = set(state.get("visited", []) or []) pending = state.get("pending", []) or [] visited_base = len(visited) # 起始网址每次运行都爬(不做去重), 缓存队列继续消费 # 继续爬取模式(skip_seed): 有缓存队列时跳过起始网址, 直接从待爬队列接着爬 skip_seed = bool(self.run.get("skip_seed")) queue = [] if not (skip_seed and pending): queue.append((seed, 0, "")) if pending: queue.extend((p["url"], p.get("depth", 0), p.get("source", "")) for p in pending) queued = set(visited) for u, _d, _s in queue: queued.add(normalize_url(u)) run["progress"]["total"] = len(queue) self._auto_visited = len(visited) self._auto_pending = len(queue) self._persist() self._open_browser() try: while queue and not self._stop.is_set(): self._wait_if_paused() if max_pages > 0: if skip_seed: # 继续爬取模式: 页数上限按本次新增页数重新计算 (累计 visited 不阻塞继续) if len(visited) - visited_base >= max_pages: self._log("info", f"本次继续爬取达到页数上限 {max_pages}, 停止") break elif len(visited) >= max_pages: self._log("info", f"达到最大页数上限 {max_pages}, 停止") break if self._need_browser_restart(len(visited)): self._log("info", f"已爬 {len(visited) - 1} 页, 主动重启浏览器") self._reopen_browser() url, depth, src = queue.pop(0) key = normalize_url(url) if key in visited and url != seed: # 起始网址不去重, 其余已爬跳过 continue visited.add(key) self._auto_visited = len(visited) self._auto_pending = len(queue) idx = len(visited) run["progress"]["current_url"] = url run["progress"]["done"] = len(visited) self._persist() entry = self._retry_crawl(self._page(), self._ctx(), url, idx, out_dir, source_url=src, depth=depth) run["results"].append(entry) self._bump_stats(entry) self._persist() # 无深度限制或未达深度限制时持续发现链接 if entry["status"] == "OK" and (max_depth == 0 or depth < max_depth): for link in self._discover_links(self._page()): lk = normalize_url(link) if lk not in visited and lk not in queued: queued.add(lk) queue.append((link, depth + 1, url)) self._auto_pending = len(queue) # 新链接入队后实时刷新 if entry["status"] == "OK": self._delay() run["progress"]["total"] = len(visited) if not self._stop.is_set() and len(queue) == 0: self._log("info", f"无新链接可爬, 任务结束 (共 {len(visited)} 页)") finally: self._close_browser() # 无论完成/停止/异常, 都保存缓存队列与已爬集合, 便于下次继续 # 保存前应用当前排除规则过滤, 避免运行中配置的 exclude 被内存快照覆盖 try: auto_cfg = self.task.get("auto") or {} keep = [(u, d, s) for u, d, s in queue if not url_excluded(u, auto_cfg)] if len(keep) != len(queue): self._log("info", f"保存状态时按排除规则过滤 {len(queue) - len(keep)} 条") store.save_auto_state(self.task["id"], { "pending": [ {"url": u, "depth": d, "source": s} for u, d, s in keep], "visited": list(visited), }) db.upsert_task_async(self.task) except Exception: pass self._persist()