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- # -*- coding: utf-8 -*-
- # @Author: luojunhui
- # @Time: 2023/12/25
- import json
- import os
- import random
- import sys
- import time
- import uuid
- from hashlib import md5
- from appium import webdriver
- from appium.webdriver.extensions.android.nativekey import AndroidKey
- from bs4 import BeautifulSoup
- from selenium.common.exceptions import NoSuchElementException
- from selenium.webdriver.common.by import By
- sys.path.append(os.getcwd())
- from application.common.log import AliyunLogger, Local
- from application.common.messageQueue import MQ
- from application.functions import get_redirect_url
- from application.pipeline import PiaoQuanPipeline
- class SPSSRecommend:
- def __init__(self, log_type, crawler, env, rule_dict, our_uid):
- self.mq = MQ(topic_name="topic_crawler_etl_" + env)
- self.platform = "shipinshuashua"
- self.download_cnt = 0
- self.element_list = []
- self.count = 0
- self.swipe_count = 0
- self.log_type = log_type
- self.crawler = crawler
- self.env = env
- self.rule_dict = rule_dict
- self.our_uid_list = our_uid
- chromedriverExecutable = "/Users/luojunhui/chromedriver/chromedriver_v116/chromedriver"
- self.aliyun_log = AliyunLogger(platform=crawler, mode=log_type, env=env)
- Local.logger(self.log_type, self.crawler).info("启动微信")
- # 微信的配置文件
- caps = {
- "platformName": "Android",
- "devicesName": "Android",
- "appPackage": "com.tencent.mm",
- "appActivity": ".ui.LauncherUI",
- "autoGrantPermissions": True,
- "noReset": True,
- "resetkeyboard": True,
- "unicodekeyboard": True,
- "showChromedriverLog": True,
- "printPageSourceOnFailure": True,
- "recreateChromeDriverSessions": True,
- "enableWebviewDetailsCollection": True,
- "setWebContentsDebuggingEnabled": True,
- "newCommandTimeout": 6000,
- "automationName": "UiAutomator2",
- "chromedriverExecutable": chromedriverExecutable,
- "chromeOptions": {"androidProcess": "com.tencent.mm:appbrand0"},
- }
- try:
- self.driver = webdriver.Remote("http://localhost:4723/wd/hub", caps)
- except Exception as e:
- print(e)
- self.aliyun_log.logging(
- code="3002",
- message=f'appium 启动异常: {e}'
- )
- return
- self.driver.implicitly_wait(30)
- for i in range(120):
- try:
- if self.driver.find_elements(By.ID, "com.tencent.mm:id/f2s"):
- Local.logger(self.log_type, self.crawler).info("微信启动成功")
- # Common.logging(self.log_type, self.crawler, self.env, '微信启动成功')
- self.aliyun_log.logging(
- code="1000",
- message="启动微信成功"
- )
- break
- elif self.driver.find_element(By.ID, "com.android.systemui:id/dismiss_view"):
- Local.logger(self.log_type, self.crawler).info("发现并关闭系统下拉菜单")
- # Common.logging(self.log_type, self.crawler, self.env, '发现并关闭系统下拉菜单')
- self.aliyun_log.logging(
- code="1000",
- message="发现并关闭系统下拉菜单"
- )
- size = self.driver.get_window_size()
- self.driver.swipe(int(size['width'] * 0.5), int(size['height'] * 0.8),
- int(size['width'] * 0.5), int(size['height'] * 0.2), 200)
- else:
- pass
- except NoSuchElementException:
- self.aliyun_log.logging(
- code="3001",
- message="打开微信异常"
- )
- time.sleep(1)
- Local.logger(self.log_type, self.crawler).info("下滑,展示小程序选择面板")
- size = self.driver.get_window_size()
- self.driver.swipe(int(size['width'] * 0.5), int(size['height'] * 0.2),
- int(size['width'] * 0.5), int(size['height'] * 0.8), 200)
- time.sleep(1)
- Local.logger(self.log_type, self.crawler).info('打开小程序"视频刷刷"')
- self.driver.find_elements(By.XPATH, '//*[@text="视频刷刷"]')[-1].click()
- self.aliyun_log.logging(
- code="1000",
- message="打开小程序 视频刷刷 成功"
- )
- time.sleep(5)
- print("打开小程序")
- self.get_videoList()
- time.sleep(1)
- self.driver.quit()
- def search_elements(self, xpath):
- time.sleep(1)
- windowHandles = self.driver.window_handles
- for handle in windowHandles:
- self.driver.switch_to.window(handle)
- time.sleep(1)
- try:
- elements = self.driver.find_elements(By.XPATH, xpath)
- if elements:
- return elements
- except NoSuchElementException:
- pass
- def check_to_applet(self, xpath):
- time.sleep(1)
- webViews = self.driver.contexts
- self.driver.switch_to.context(webViews[-1])
- windowHandles = self.driver.window_handles
- for handle in windowHandles:
- self.driver.switch_to.window(handle)
- time.sleep(1)
- try:
- self.driver.find_element(By.XPATH, xpath)
- Local.logger(self.log_type, self.crawler).info("切换到WebView成功\n")
- # Common.logging(self.log_type, self.crawler, self.env, '切换到WebView成功\n')
- self.aliyun_log.logging(
- code="1000",
- message="成功切换到 webview"
- )
- return
- except NoSuchElementException:
- time.sleep(1)
- def swipe_up(self):
- self.search_elements('//*[@class="dynamic--title-container"]')
- size = self.driver.get_window_size()
- self.driver.swipe(int(size["width"] * 0.5), int(size["height"] * 0.8),
- int(size["width"] * 0.5), int(size["height"] * 0.442), 200)
- self.swipe_count += 1
- def get_video_url(self, video_title_element):
- for i in range(3):
- self.search_elements('//*[@class="dynamic--title-container"]')
- Local.logger(self.log_type, self.crawler).info(f"video_title_element:{video_title_element[0]}")
- time.sleep(1)
- Local.logger(self.log_type, self.crawler).info("滑动标题至可见状态")
- self.driver.execute_script("arguments[0].scrollIntoView({block:'center',inline:'center'});",
- video_title_element[0])
- time.sleep(3)
- Local.logger(self.log_type, self.crawler).info("点击标题")
- video_title_element[0].click()
- self.check_to_applet(xpath=r'//wx-video[@class="infos--title infos--ellipsis"]')
- Local.logger(self.log_type, self.crawler).info("点击标题完成")
- time.sleep(10)
- video_url_elements = self.search_elements(
- '//wx-video[@class="dynamic-index--video-item dynamic-index--video"]')
- if video_url_elements:
- return video_url_elements[0].get_attribute("src")
- def parse_detail(self, index):
- page_source = self.driver.page_source
- soup = BeautifulSoup(page_source, 'html.parser')
- soup.prettify()
- video_list = soup.findAll(name="wx-view", attrs={"class": "expose--adapt-parent"})
- element_list = [i for i in video_list][index:]
- return element_list[0]
- def get_video_info_2(self, video_element):
- Local.logger(self.log_type, self.crawler).info(f"本轮已抓取{self.download_cnt}条视频\n")
- # Common.logging(self.log_type, self.crawler, self.env, f"本轮已抓取{self.download_cnt}条视频\n")
- if self.download_cnt >= int(self.rule_dict.get("videos_cnt", {}).get("min", 10)):
- self.count = 0
- self.download_cnt = 0
- self.element_list = []
- return
- self.count += 1
- Local.logger(self.log_type, self.crawler).info(f"第{self.count}条视频")
- # 获取 trace_id, 并且把该 id 当做视频生命周期唯一索引
- trace_id = self.crawler + str(uuid.uuid1())
- self.aliyun_log.logging(
- code="1001",
- trace_id=trace_id,
- message="扫描到一条视频",
- )
- # 标题
- video_title = video_element.find("wx-view", class_="dynamic--title").text
- # 播放量字符串
- play_str = video_element.find("wx-view", class_="dynamic--views").text
- # 视频时长
- duration_str = video_element.find("wx-view", class_="dynamic--duration").text
- user_name = video_element.find("wx-view", class_="dynamic--nick-top").text
- # 头像 URL
- avatar_url = video_element.find("wx-image", class_="avatar--avatar")["src"]
- # 封面 URL
- cover_url = video_element.find("wx-image", class_="dynamic--bg-image")["src"]
- play_cnt = int(play_str.replace("+", "").replace("次播放", ""))
- duration = int(duration_str.split(":")[0].strip()) * 60 + int(duration_str.split(":")[-1].strip())
- out_video_id = md5(video_title.encode('utf8')).hexdigest()
- out_user_id = md5(user_name.encode('utf8')).hexdigest()
- video_dict = {
- "video_title": video_title,
- "video_id": out_video_id,
- 'out_video_id': out_video_id,
- "duration_str": duration_str,
- "duration": duration,
- "play_str": play_str,
- "play_cnt": play_cnt,
- "like_str": "",
- "like_cnt": 0,
- "comment_cnt": 0,
- "share_cnt": 0,
- "user_name": user_name,
- "user_id": out_user_id,
- 'publish_time_stamp': int(time.time()),
- 'publish_time_str': time.strftime("%Y-%m-%d %H:%M:%S", time.localtime(int(time.time()))),
- 'update_time_stamp': int(time.time()),
- "avatar_url": avatar_url,
- "cover_url": cover_url,
- "session": f"piaopiiaoquan-{int(time.time())}"
- }
- print(video_dict)
- pipeline = PiaoQuanPipeline(
- platform=self.crawler,
- mode=self.log_type,
- item=video_dict,
- rule_dict=self.rule_dict,
- env=self.env,
- trace_id=trace_id
- )
- flag = pipeline.process_item()
- if flag:
- video_title_element = self.search_elements(f'//*[contains(text(), "{video_title}")]')
- if video_title_element is None:
- return
- Local.logger(self.log_type, self.crawler).info("点击标题,进入视频详情页")
- self.aliyun_log.logging(
- code="1000",
- message="点击标题,进入视频详情页",
- )
- video_url = self.get_video_url(video_title_element)
- video_url = get_redirect_url(video_url)
- if video_url is None:
- self.driver.press_keycode(AndroidKey.BACK)
- time.sleep(5)
- return
- video_dict['video_url'] = video_url
- video_dict["platform"] = self.crawler
- video_dict["strategy"] = self.log_type
- video_dict["out_video_id"] = video_dict["video_id"]
- video_dict["crawler_rule"] = json.dumps(self.rule_dict)
- video_dict["user_id"] = random.choice(self.our_uid_list)
- video_dict["publish_time"] = video_dict["publish_time_str"]
- self.mq.send_msg(video_dict)
- self.aliyun_log.logging(
- code="1002",
- message="成功发送至ETL",
- data=video_dict
- )
- self.download_cnt += 1
- self.driver.press_keycode(AndroidKey.BACK)
- time.sleep(5)
- def get_video_info(self, video_element):
- try:
- self.get_video_info_2(video_element)
- except Exception as e:
- self.driver.press_keycode(AndroidKey.BACK)
- Local.logger(self.log_type, self.crawler).error(f"抓取单条视频异常:{e}\n")
- self.aliyun_log.logging(
- code="3001",
- message=f"抓取单条视频异常:{e}\n"
- )
- def get_videoList(self):
- self.driver.implicitly_wait(20)
- # 切换到 web_view
- self.check_to_applet(xpath='//*[@class="expose--adapt-parent"]')
- print("切换到 webview 成功")
- time.sleep(1)
- page = 0
- if self.search_elements('//*[@class="expose--adapt-parent"]') is None:
- Local.logger(self.log_type, self.crawler).info("窗口已销毁\n")
- # Common.logging(self.log_type, self.crawler, self.env, '窗口已销毁\n')
- self.aliyun_log.logging(
- code="3000",
- message="窗口已销毁"
- )
- self.count = 0
- self.download_cnt = 0
- self.element_list = []
- return
- print("开始获取视频信息")
- for i in range(50):
- print("下滑{}次".format(i))
- element = self.parse_detail(i)
- self.get_video_info(element)
- self.swipe_up()
- time.sleep(1)
- if self.swipe_count > 100:
- return
- print("下滑完成")
- # time.sleep(100)
- Local.logger(self.log_type, self.crawler).info("已抓取完一组,休眠 5 秒\n")
- # Common.logging(self.log_type, self.crawler, self.env, "已抓取完一组,休眠 5 秒\n")
- self.aliyun_log.logging(
- code="1000",
- message="已抓取完一组,休眠 5 秒\n",
- )
- time.sleep(5)
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