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- import base64
- import hashlib
- import json
- import random
- import signal
- import socket
- import sys
- import time
- from pathlib import Path
- from urllib.parse import quote
- import requests
- from Crypto.Cipher import AES
- from DrissionPage import ChromiumPage, ChromiumOptions
- from commons.Logger import logger
- from oss_upload.oss_upload import AliyunOSSUploader
- from pipelines.drug_pipelines import DrugPipeline
- from area_info.city_name_to_id import get_city
- from commons.config import YYC_ACCOUNT
- from Crypto.Util.Padding import unpad
- CAPTCHA_TOKEN = "zPzmt1mG1ouCU6GTzsZN2Lmm8pdZypapPcLJTBRETco"
- CAPTCHA_API_URL = "http://api.jfbym.com/api/YmServer/customApi"
- chrome_path = r"C:\Program Files\Google\Chrome\Application\chrome.exe"
- # 项目根目录 → spiders/yaoex(与从哪执行脚本无关)
- PROJECT_ROOT = Path(__file__).resolve().parents[2]
- YAOEX_SPIDER_DIR = PROJECT_ROOT / "spiders" / "yaoex"
- BROWSER_PROFILE_SUBDIR = "chrome_profile"
- SLIDER_OFFSET_FIX = 10
- DETAIL_GET_TIMEOUT = 15
- DETAIL_URL_WAIT = 10
- DETAIL_DOM_WAIT = 8
- DETAIL_NAV_RETRIES = 3
- DETAIL_CONTENT_XPATH = "xpath://div[contains(@class,'yaoex-product-detail__content')]"
- REQUEST_RETRY_COUNT = 3
- REQUEST_TIMEOUT_SEC = 20
- NOT_PRODUCT_BREAK = 15
- headers = {
- "Accept": "application/json, text/plain, */*",
- "Accept-Language": "zh-CN,zh;q=0.9",
- "Connection": "keep-alive",
- "Content-Type": "application/x-www-form-urlencoded",
- "Origin": "https://mall.yaoex.com",
- "Referer": "https://mall.yaoex.com/",
- "Sec-Fetch-Dest": "empty",
- "Sec-Fetch-Mode": "cors",
- "Sec-Fetch-Site": "cross-site",
- "User-Agent": (
- "Mozilla/5.0 (Windows NT 10.0; Win64; x64) "
- "AppleWebKit/537.36 (KHTML, like Gecko) "
- "Chrome/146.0.0.0 Safari/537.36"
- ),
- "X-Request-Agent": "Axios",
- "X-Requested-With": "XMLHttpRequest",
- "sec-ch-ua": '"Chromium";v="146", "Not-A.Brand";v="24", "Google Chrome";v="146"',
- "sec-ch-ua-mobile": "?0",
- "sec-ch-ua-platform": '"Windows"',
- }
- class YaoexSnapshotCrawl:
- def __init__(self, drug_dict=None):
- self.driver = None
- self.platform = 6
- self.pipeline = DrugPipeline("yaoex")
- self.task_dict = drug_dict or {}
- self.ossuploader = AliyunOSSUploader()
- self.start_page = 1
- self.end_page = 1
- self.account_name = YYC_ACCOUNT.get("username", "yyc_default")
- self._shop_cache = {}
- self._register_signal_handler()
- if self.task_dict:
- self.get_product_data()
- self.success = True
- self.is_not_product = 0
- self.user_id = YYC_ACCOUNT["user_id"]
- self.token = YYC_ACCOUNT["token"]
- def get_product_data(self):
- self.task_id = self.task_dict["id"]
- self.company_id = self.task_dict["company_id"]
- self.product = self.task_dict["product_name"]
- self.product_desc = self.task_dict.get("product_specs", "")
- self.brand = self.task_dict.get("product_brand", "")
- self.product_keyword = self.task_dict.get("product_keyword", "")
- self.collect_task_id = self.task_dict.get("collect_task_id", "")
- self.sampling_cycle = self.task_dict.get("sampling_cycle", "")
- self.sampling_start_time = self.task_dict.get("sampling_start_time", "")
- self.sampling_end_time = self.task_dict.get("sampling_end_time", "")
- self.collect_equipment_id = self.task_dict.get("collect_equipment_id", "")
- self.account_id = self.task_dict.get("collect_equipment_account_id", "")
- self.collect_region_id = self.task_dict.get("collect_region_id", "")
- self.collect_round = self.task_dict.get("collect_round", 1)
- self.start_page = self._parse_page(self.task_dict.get("start_page"), 1)
- self.end_page = max(
- self.start_page,
- self._parse_page(self.task_dict.get("end_page"), self.start_page),
- )
- @staticmethod
- def _parse_page(value, default=1):
- try:
- page = int(value)
- return page if page >= 1 else default
- except (TypeError, ValueError):
- return default
- def _register_signal_handler(self):
- def handler(signum, frame):
- logger.info("收到退出信号,正在关闭浏览器...")
- self._quit_browser()
- sys.exit(0)
- signal.signal(signal.SIGINT, handler)
- if hasattr(signal, "SIGTERM"):
- signal.signal(signal.SIGTERM, handler)
- @staticmethod
- def _timestamp_ms() -> str:
- return str(int(time.time() * 1000))
- def _quit_browser(self):
- if self.driver:
- try:
- self.driver.quit()
- except Exception:
- pass
- self.driver = None
- @staticmethod
- def _get_free_port():
- with socket.socket(socket.AF_INET, socket.SOCK_STREAM) as s:
- s.bind(("127.0.0.1", 0))
- return s.getsockname()[1]
- def _resolve_browser_profile_dir(self):
- """
- 浏览器数据固定落在 <项目根>/spiders/yaoex/ 下。
- 优先 chrome_profile/<账号>;若旧版直接在 yaoex/<账号> 已有登录态则继续沿用。
- """
- preferred = YAOEX_SPIDER_DIR / BROWSER_PROFILE_SUBDIR / self.account_name
- legacy_flat = YAOEX_SPIDER_DIR / self.account_name
- legacy_nested = YAOEX_SPIDER_DIR / "spiders" / "yaoex" / self.account_name
- for candidate in (preferred, legacy_flat, legacy_nested):
- if (candidate / "Default").is_dir() or (candidate / "Local State").is_file():
- logger.info("使用已有浏览器配置目录: %s", candidate)
- return candidate
- preferred.parent.mkdir(parents=True, exist_ok=True)
- logger.info("新建浏览器配置目录: %s", preferred)
- return preferred
- def init_browser(self):
- co = ChromiumOptions().set_browser_path(chrome_path)
- debug_port = self._get_free_port()
- profile_dir = self._resolve_browser_profile_dir()
- profile_dir.mkdir(parents=True, exist_ok=True)
- co.set_user_data_path(str(profile_dir))
- logger.info("浏览器用户目录(绝对路径): %s", profile_dir.resolve())
- co.set_local_port(debug_port)
- co.set_argument(f"--remote-debugging-port={debug_port}")
- co.set_argument("--remote-debugging-address=127.0.0.1")
- co.set_argument("--disable-dev-shm-usage")
- co.set_argument("--start-maximized")
- co.set_argument("--no-first-run")
- co.set_argument("--no-default-browser-check")
- self.driver = ChromiumPage(co)
- def _is_logged_in(self):
- return bool(self.driver.ele("xpath=//a[@id='logout']", timeout=5))
- def _call_captcha_api(self, image_bytes):
- try:
- b64 = base64.b64encode(image_bytes).decode()
- resp = requests.post(
- CAPTCHA_API_URL,
- json={"token": CAPTCHA_TOKEN, "type": "22222", "image": b64},
- headers={"Content-Type": "application/json"},
- timeout=15,
- ).json()
- logger.info("验证码 API 返回: %s", resp)
- return resp["data"]["data"]
- except Exception as e:
- logger.exception("验证码识别失败: %s", e)
- return None
- @staticmethod
- def _generate_human_track(distance):
- tracks = []
- current = 0
- mid = distance * 0.7
- t = 0.2
- v = 0
- move_points = []
- while current < mid:
- a = random.uniform(2, 4)
- v0 = v
- v = v0 + a * t
- move = v0 * t + 0.5 * a * t * t
- current += move
- move_points.append(move)
- while current < distance:
- a = -random.uniform(0.5, 1.5)
- v0 = v
- v = v0 + a * t
- if v < 0.5:
- v = 0.5
- move = v0 * t + 0.5 * a * t * t
- current += move
- move_points.append(move)
- total_points = len(move_points)
- for i, move in enumerate(move_points):
- y_offset = random.randint(-2, 2) if i % random.randint(2, 4) == 0 else 0
- if i < total_points * 0.3:
- duration = random.uniform(0.01, 0.03)
- elif i > total_points * 0.7:
- duration = random.uniform(0.03, 0.08)
- else:
- duration = random.uniform(0.02, 0.05)
- if random.random() < 0.05:
- duration += random.uniform(0.05, 0.1)
- tracks.append((move, y_offset, duration))
- if random.random() < 0.7:
- tracks.append((-random.randint(1, 3), 0, 0.05))
- return tracks
- def _simulate_slider_drag(self, slider_element, target_distance):
- self.driver.actions.move_to(slider_element).hold()
- for offset_x, offset_y, duration in self._generate_human_track(target_distance):
- self.driver.actions.move(offset_x, offset_y, duration=duration / 1000)
- self.driver.actions.release()
- def _solve_slider_if_present(self):
- modal = self.driver.ele("xpath://div[@class='yidun_modal']", timeout=3)
- if not modal:
- return True
- logger.info("检测到滑块验证码,开始处理")
- jpg_bytes = modal.get_screenshot(as_bytes="jpg")
- distance = self._call_captcha_api(jpg_bytes)
- if distance is None:
- return False
- slider = self.driver.ele(
- "xpath://div[contains(@class,'yidun_slider--hover')]", timeout=5
- )
- if not slider:
- logger.error("未找到滑块元素")
- return False
- self._simulate_slider_drag(slider, float(distance) + SLIDER_OFFSET_FIX)
- time.sleep(3)
- return True
- def login(self):
- self.driver.get("https://mall.yaoex.com/login", timeout=15)
- self.driver.wait.doc_loaded(timeout=10)
- input_name = self.driver.ele("xpath://input[@name='username']", timeout=5)
- if not input_name:
- logger.error("未找到用户名输入框")
- return False
- input_name.input(YYC_ACCOUNT["username"])
- time.sleep(random.uniform(1.2, 2.0))
- input_pass = self.driver.ele("xpath://input[@name='password']", timeout=5)
- if not input_pass:
- logger.error("未找到密码输入框")
- return False
- input_pass.input(YYC_ACCOUNT["password"])
- time.sleep(random.uniform(1.2, 2.0))
- geetest_click = self.driver.ele(
- "xpath=//div[contains(@class,'geetest_btn_click')]", timeout=3
- )
- if geetest_click:
- geetest_click.click()
- time.sleep(1.5)
- login_button = self.driver.ele("xpath://input[@id='login-btn']", timeout=5)
- if not login_button:
- logger.error("未找到登录按钮")
- return False
- login_button.click()
- self.driver.wait.doc_loaded(timeout=10)
- time.sleep(2)
- if not self._solve_slider_if_present():
- return False
- return self._is_logged_in()
- def decrypt_price(self, ciphertext_b64):
- if not ciphertext_b64 or not str(ciphertext_b64).strip():
- return ""
- _KEY_FIXED = "GDLSAUO1KUMIIBCE"
- if not self.user_id:
- key = _KEY_FIXED.encode("utf-8")
- else:
- uid = str(self.user_id)[:6].rjust(6, "0")
- key = (_KEY_FIXED[:10] + uid).encode("utf-8")
- raw = base64.b64decode(ciphertext_b64.strip())
- cipher = AES.new(key, AES.MODE_ECB)
- plain = unpad(cipher.decrypt(raw), AES.block_size)
- return plain.decode("utf-8")
- def _post_with_retry(self, url, payload, retries=REQUEST_RETRY_COUNT, timeout=REQUEST_TIMEOUT_SEC):
- last_err = None
- for attempt in range(1, retries + 1):
- try:
- resp = requests.post(
- url,
- headers=headers,
- data=payload,
- timeout=timeout,
- )
- resp.raise_for_status()
- return resp
- except Exception as e:
- last_err = e
- if attempt < retries:
- logger.warning("请求失败,第%s/%s次重试: %s", attempt, retries, e)
- time.sleep(min(2 * attempt, 5))
- else:
- logger.error("请求失败,已达最大重试次数(%s): %s", retries, e)
- raise last_err
- def _shop_payload(self, enterprise_id):
- return {
- "traderName": "yaoex_pc",
- "trader": "pc",
- "closesignature": "yes",
- "signature_method": "md5",
- "signature": "****",
- "timestamp": self._timestamp_ms(),
- "token": self.token,
- "userToken": self.token,
- "enterpriseId": enterprise_id,
- }
- def _list_payload(self, keyword, page):
- return {
- "traderName": "yaoex_pc",
- "trader": "pc",
- "closesignature": "yes",
- "signature_method": "md5",
- "signature": "****",
- "timestamp": self._timestamp_ms(),
- "token": self.token,
- "userToken": self.token,
- "userId": self.user_id,
- "roleId": "101",
- "userType": "下游客户",
- "buyerCode": self.user_id,
- "nowPage": str(page),
- "per": "20",
- "keyword": keyword,
- "catSearchId": "",
- "specs": "",
- "factoryIds": "",
- "sellerCodes": "",
- "sellerFilterMode": "0",
- "sortColumn": "default",
- "sortMode": "default",
- "ver": "1",
- "stock_mode": "1",
- "showExtendCard": "true",
- "needDinnerPrice": "true",
- "limitStart": "",
- "limitEnd": "",
- "deadLineStart": "",
- "deadLineEnd": "",
- "filterDtos": "",
- "showWholePurchase": "true",
- }
- def fetch_list_page(self, keyword, page):
- list_url = "https://gateway-b2b.fangkuaiyi.com/home/search/homeSearchList"
- resp = self._post_with_retry(list_url, self._list_payload(keyword, page))
- return resp.json().get("data", {}).get("shopProducts", []) or []
- def fetch_shop(self, seller_code):
- detail_url = "https://gateway-b2b.fangkuaiyi.com/ycapp/shop/enterpriseQualification"
- resp = self._post_with_retry(detail_url, self._shop_payload(seller_code))
- shop_res = resp.json().get("data", {})
- base_info = shop_res.get("baseInfo", {})
- return base_info.get("address", ""), base_info.get("enterpriseName", "")
- def _get_shop_info(self, seller_code):
- if seller_code in self._shop_cache:
- return self._shop_cache[seller_code]
- try:
- shop_info = self.fetch_shop(seller_code)
- except Exception as e:
- logger.warning("fetch_shop 失败 seller_code=%s: %s", seller_code, e)
- shop_info = ("", "")
- self._shop_cache[seller_code] = shop_info
- return shop_info
- def _current_url(self):
- try:
- return self.driver.url or ""
- except Exception:
- return ""
- def _url_has_product(self, spu_code, seller_code):
- url = self._current_url()
- spu_code = str(spu_code or "")
- seller_code = str(seller_code or "")
- if spu_code and seller_code:
- return spu_code in url and seller_code in url
- return bool(spu_code and spu_code in url)
- def _wait_detail_ready(self, spu_code, seller_code, timeout=DETAIL_URL_WAIT):
- deadline = time.time() + timeout
- while time.time() < deadline:
- if self._url_has_product(spu_code, seller_code):
- if self.driver.ele(DETAIL_CONTENT_XPATH, timeout=1):
- time.sleep(0.3)
- return True
- time.sleep(0.4)
- return False
- def _build_detail_url(self, item):
- if not item.get("productId") and item.get("groupBuyProductDto"):
- item = item.get("groupBuyProductDto") or {}
- spu_code = item.get("spuCode", "")
- seller_code = item.get("sellerCode", "")
- group_buying_id = item.get("groupBuyingId", "")
- p_json = json.dumps(
- {"id": group_buying_id, "s": seller_code, "sp": spu_code},
- separators=(",", ":"),
- )
- detail_url = (
- f"https://mall.yaoex.com/groupBuying/#/productDetail?p={quote(p_json)}"
- )
- else:
- seller_code = item.get("sellerCode")
- spu_code = item.get("spuCode")
- detail_url = (
- f"https://mall.yaoex.com/v2/product/#/spuCode/{spu_code}/sellerCode/{seller_code}"
- )
- return item, detail_url, spu_code, seller_code
- def _goto_detail_page(self, detail_url, spu_code, seller_code):
- """get 后 refresh 一次,让 SPA 按当前 URL 重新渲染详情。"""
- for attempt in range(1, DETAIL_NAV_RETRIES + 1):
- try:
- self.driver.get(detail_url, timeout=DETAIL_GET_TIMEOUT)
- time.sleep(0.5)
- self.driver.refresh()
- time.sleep(2)
- return True
- except Exception as e:
- logger.warning(
- "跳转详情异常 spu=%s seller=%s attempt=%s: %s",
- spu_code, seller_code, attempt, e,
- )
- time.sleep(random.uniform(0.8, 1.5))
- return False
- def _take_snapshot(self, upload_key):
- time.sleep(1)
- try:
- detail_ele = self.driver.ele(DETAIL_CONTENT_XPATH, timeout=2)
- if detail_ele:
- jpg_bytes = detail_ele.get_screenshot(as_bytes="jpg")
- else:
- jpg_bytes = self.driver.get_screenshot(as_bytes="jpg")
- if not jpg_bytes:
- logger.warning("截图为空 upload_key=%s", upload_key)
- return ""
- img_url = self.ossuploader.upload_from_bytes(jpg_bytes, str(upload_key))
- except Exception:
- logger.exception("截图或 OSS 上传失败 upload_key=%s", upload_key)
- return ""
- if not img_url:
- logger.warning("OSS 未返回有效地址 upload_key=%s", upload_key)
- return ""
- logger.info("截图上传完成 upload_key=%s url=%s", upload_key, img_url)
- time.sleep(random.uniform(1, 2))
- return img_url
- def parse_product(self, item, detail_url, snap_url):
- seller_code = item.get("sellerCode")
- spu_code = item.get("spuCode")
- name_part = (item.get("productName") or "").strip()
- short_part = (item.get("shortName") or "").strip()
- product_name = f"{name_part} {short_part}".strip()
- shop_url = f"https://mall.yaoex.com/v2/store/#/detail/{seller_code}/home"
- company_address, company_name = self._get_shop_info(seller_code)
- address = item.get("cityName", "")
- city_id = province_id = city = province = ""
- if address:
- city_id, province_id, city, province = get_city(address.split("市")[0])
- price = self.decrypt_price(item.get("price"))
- hash_text = f"{seller_code}_{spu_code}_{price}"
- item_id = hashlib.md5(hash_text.encode("utf-8")).hexdigest()
- is_sold_out = 1 if "商品已售罄" in (item.get("statusDescription") or "") else 0
- shop_name = item.get("storeName") or item.get("shopName")
- anonymous_store_name = ""
- if shop_name == "预约配送中心":
- anonymous_store_name = item.get("supplyName", "")
- inventory = item.get("currentInventory") or item.get("stockCount")
- now = time.strftime("%Y-%m-%d %H:%M:%S")
- return {
- "platform": self.platform,
- "item_id": item_id,
- "enterprise_id": self.company_id,
- "product_name": product_name,
- "spec": item.get("spec"),
- "one_price": "",
- "detail_url": detail_url,
- "shop_name": shop_name,
- "anonymous_store_name": anonymous_store_name,
- "shop_url": shop_url,
- "city_name": city,
- "city_id": city_id,
- "province_name": province,
- "province_id": province_id,
- "shipment_city_name": "",
- "shipment_city_id": "",
- "shipment_province_name": "",
- "shipment_province_id": "",
- "area_info": company_address or "",
- "factory_name": item.get("factoryName"),
- "scrape_date": time.strftime("%Y-%m-%d"),
- "price": price,
- "sales": "",
- "stock_count": inventory,
- "snapshot_url": snap_url,
- "approval_num": item.get("approvalNum"),
- "produced_time": item.get("productionTime"),
- "deadline": item.get("deadLine"),
- "update_time": now,
- "insert_time": now,
- "number": 1,
- "product_brand": self.brand or "",
- "collect_task_id": self.collect_task_id,
- "search_name": self.product,
- "company_name": company_name,
- "collect_config_info": json.dumps(
- {
- "sampling_cycle": self.sampling_cycle,
- "sampling_start_time": self.sampling_start_time,
- "sampling_end_time": self.sampling_end_time,
- }
- ),
- "account_id": self.account_id,
- "collect_region_id": self.collect_region_id,
- "collect_round": self.collect_round,
- "is_sold_out": is_sold_out,
- }
- def search(self):
- self.driver.get("https://mall.yaoex.com/", timeout=15)
- self.driver.wait.doc_loaded(timeout=10)
- if not self._is_logged_in():
- if not self.login():
- logger.error("登录失败")
- return False
- keyword = self.product
- if self.brand:
- keyword = (self.brand + " " + self.product).strip()
- if self.product_desc:
- keyword = (keyword + " " + self.product_desc).strip()
- for page in range(self.start_page, self.end_page + 1):
- logger.info("正在爬取 %s %s,第%s页", self.brand, self.product, page)
- page_items = self.fetch_list_page(keyword=keyword, page=page)
- if not page_items:
- logger.info("第%s页无数据,停止", page)
- break
- for item in page_items:
- item, detail_url, spu_code, seller_code = self._build_detail_url(item)
- name_part = (item.get("productName") or "").strip()
- short_part = (item.get("shortName") or "").strip()
- product_name = f"{name_part} {short_part}".strip()
- if self.product not in product_name:
- self.is_not_product += 1
- continue
- if self.brand not in product_name:
- self.is_not_product += 1
- continue
- self.is_not_product = 0
- if not self._goto_detail_page(detail_url, spu_code, seller_code):
- logger.warning(
- "详情页跳转失败,跳过 spu=%s seller=%s url=%s",
- spu_code, seller_code, detail_url,
- )
- continue
- upload_key = hashlib.md5(detail_url.encode("utf-8")).hexdigest()
- snap_url = self._take_snapshot(upload_key)
- product = self.parse_product(item, detail_url, snap_url)
- if not product.get("item_id"):
- continue
- try:
- self.pipeline.storge_data(product)
- logger.info("%s", json.dumps(product, ensure_ascii=False, default=str))
- except Exception as e:
- logger.exception("写入数据库失败: %s", e)
- time.sleep(random.uniform(1, 2))
- if self.is_not_product > NOT_PRODUCT_BREAK:
- logger.info("连续不匹配商品过多,停止搜索")
- break
- time.sleep(random.uniform(1, 3))
- return True
- def run(self):
- try:
- self.init_browser()
- self.search()
- except Exception as e:
- logger.exception("运行异常: %s", e)
- finally:
- self._quit_browser()
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