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- # -*- coding: utf-8 -*-
- # @Author: wangkun
- # @Time: 2023/4/25
- import datetime
- import json
- import os
- import sys
- import time
- from datetime import date, timedelta
- from hashlib import md5
- from appium import webdriver
- from appium.webdriver.extensions.android.nativekey import AndroidKey
- from appium.webdriver.webdriver import WebDriver
- from selenium.common import NoSuchElementException
- from selenium.webdriver.common.by import By
- sys.path.append(os.getcwd())
- from common.public import download_rule
- from common.mq import MQ
- from common.common import Common
- from common.scheduling_db import MysqlHelper
- class ShipinhaoSearchScheduling:
- platform = "视频号"
- i = 0
- download_cnt = 0
- @classmethod
- def start_wechat(cls, log_type, crawler, rule_dict, user_dict, env):
- Common.logger(log_type, crawler).info('启动微信')
- Common.logging(log_type, crawler, env, '启动微信')
- if env == "dev":
- chromedriverExecutable = "/Users/wangkun/Downloads/chromedriver/chromedriver_v107/chromedriver"
- else:
- chromedriverExecutable = "/Users/piaoquan/Downloads/chromedriver/chromedriver_v111/chromedriver"
- caps = {
- "platformName": "Android", # 手机操作系统 Android / iOS
- "deviceName": "Android", # 连接的设备名(模拟器或真机),安卓可以随便写
- "platforVersion": "13", # 手机对应的系统版本(Android 13)
- "appPackage": "com.tencent.mm", # 被测APP的包名,乐活圈 Android
- "appActivity": ".ui.LauncherUI", # 启动的Activity名
- "autoGrantPermissions": True, # 让 appium 自动授权 base 权限,
- # 如果 noReset 为 True,则该条不生效(该参数为 Android 独有),对应的值为 True 或 False
- "unicodekeyboard": True, # 使用自带输入法,输入中文时填True
- "resetkeyboard": True, # 执行完程序恢复原来输入法
- "noReset": True, # 不重置APP
- "recreateChromeDriverSessions": True, # 切换到非 chrome-Driver 会 kill 掉 session,就不需要手动 kill 了
- "printPageSourceOnFailure": True, # 找不到元素时,appium log 会完整记录当前页面的 pagesource
- "newCommandTimeout": 6000, # 初始等待时间
- "automationName": "UiAutomator2", # 使用引擎,默认为 Appium,
- # 其中 Appium、UiAutomator2、Selendroid、Espresso 用于 Android,XCUITest 用于 iOS
- "showChromedriverLog": True,
- # "chromeOptions": {"androidProcess": "com.tencent.mm:appbrand0"},
- "chromeOptions": {"androidProcess": "com.tencent.mm:tools"},
- # "chromeOptions": {"androidProcess": "com.tencent.mm:toolsmp"},
- # "chromeOptions": {"androidProcess": "com.tencent.mm"},
- 'enableWebviewDetailsCollection': True,
- 'setWebContentsDebuggingEnabled': True,
- 'chromedriverExecutable': chromedriverExecutable,
- }
- driver = webdriver.Remote("http://localhost:4723/wd/hub", caps)
- driver.implicitly_wait(10)
- # Common.logger(log_type, crawler).info("点击微信")
- # if len(driver.find_elements(By.ID, 'android:id/text1')) != 0:
- # driver.find_elements(By.ID, 'android:id/text1')[0].click()
- # Common.logger(log_type, crawler).info("等待 5s")
- time.sleep(5)
- cls.search_video(log_type=log_type,
- crawler=crawler,
- rule_dict=rule_dict,
- user_dict=user_dict,
- driver=driver,
- env=env)
- cls.close_wechat(log_type=log_type,
- crawler=crawler,
- env=env,
- driver=driver)
- @classmethod
- def close_wechat(cls, log_type, crawler, env, driver: WebDriver):
- driver.quit()
- Common.logger(log_type, crawler).info(f"微信退出成功\n")
- Common.logging(log_type, crawler, env, f"微信退出成功\n")
- @classmethod
- def is_contain_chinese(cls, strword):
- for ch in strword:
- if u'\u4e00' <= ch <= u'\u9fff':
- return True
- return False
- # 查找元素
- @classmethod
- def search_elements(cls, driver: WebDriver, xpath):
- time.sleep(1)
- windowHandles = driver.window_handles
- for handle in windowHandles:
- driver.switch_to.window(handle)
- time.sleep(1)
- try:
- elements = driver.find_elements(By.XPATH, xpath)
- if elements:
- return elements
- except NoSuchElementException:
- pass
- @classmethod
- def check_to_webview(cls, log_type, crawler, driver: WebDriver):
- webviews = driver.contexts
- Common.logger(log_type, crawler).info(f"webviews:{webviews}")
- driver.switch_to.context(webviews[1])
- Common.logger(log_type, crawler).info(driver.current_context)
- time.sleep(1)
- windowHandles = driver.window_handles
- for handle in windowHandles:
- try:
- driver.switch_to.window(handle)
- time.sleep(1)
- driver.find_element(By.XPATH, '//div[@class="unit"]')
- Common.logger(log_type, crawler).info('切换 webview 成功')
- return "成功"
- except Exception:
- Common.logger(log_type, crawler).info("切换 webview 失败")
- @classmethod
- def repeat_out_video_id(cls, log_type, crawler, out_video_id, env):
- sql = f""" select * from crawler_video where platform in ("{crawler}","{cls.platform}") and out_video_id="{out_video_id}"; """
- repeat_video = MysqlHelper.get_values(log_type, crawler, sql, env)
- return len(repeat_video)
- @classmethod
- def repeat_video_url(cls, log_type, crawler, video_url, env):
- sql = f""" select * from crawler_video where platform in ("{crawler}","{cls.platform}") and video_url="{video_url}"; """
- repeat_video = MysqlHelper.get_values(log_type, crawler, sql, env)
- return len(repeat_video)
- @classmethod
- def search_video(cls, log_type, crawler, rule_dict, driver: WebDriver, user_dict, env):
- mq = MQ(topic_name="topic_crawler_etl_" + env)
- # 点击微信搜索框,并输入搜索词
- driver.implicitly_wait(10)
- Common.logger(log_type, crawler).info("点击搜索框")
- Common.logging(log_type, crawler, env, "点击搜索框")
- driver.find_element(By.ID, 'com.tencent.mm:id/j5t').click() # 微信8.0.30版本
- # driver.find_element(By.ID, 'com.tencent.mm:id/he6').click() # 微信8.0.16版本
- time.sleep(0.5)
- driver.find_element(By.ID, 'com.tencent.mm:id/cd7').clear().send_keys(user_dict["link"]) # 微信8.0.30版本
- # driver.find_element(By.ID, 'com.tencent.mm:id/bxz').clear().send_keys(word) # 微信8.0.16版本
- driver.press_keycode(AndroidKey.ENTER)
- Common.logger(log_type, crawler).info("进入搜索词页面")
- Common.logging(log_type, crawler, env, "进入搜索词页面")
- driver.find_elements(By.ID, 'com.tencent.mm:id/br8')[0].click() # 微信8.0.30版本
- # driver.find_elements(By.ID, 'com.tencent.mm:id/jkg')[0].click() # 微信8.0.16版本
- time.sleep(5)
- # 切换到微信搜索结果页 webview
- check_to_webview = cls.check_to_webview(log_type, crawler, driver)
- if check_to_webview is None:
- Common.logger(log_type, crawler).info("切换到视频号 webview 失败\n")
- Common.logging(log_type, crawler, env, "切换到视频号 webview 失败\n")
- return
- time.sleep(1)
- # 切换到"视频号"分类
- shipinhao_tags = cls.search_elements(driver, '//div[@class="unit"]/*[2]')
- Common.logger(log_type, crawler).info('点击"视频号"分类')
- Common.logging(log_type, crawler, env, '点击"视频号"分类')
- shipinhao_tags[0].click()
- time.sleep(5)
- videos_cnt = rule_dict.get('videos_cnt', {}).get('min', 30)
- index = 0
- while True:
- if cls.search_elements(driver, '//*[@class="mixed-box__bd"]') is None:
- Common.logger(log_type, crawler).info('窗口已销毁\n')
- Common.logging(log_type, crawler, env, '窗口已销毁\n')
- return
- Common.logger(log_type, crawler).info('获取视频列表\n')
- Common.logging(log_type, crawler, env, '获取视频列表\n')
- video_elements = cls.search_elements(driver, '//div[@class="rich-media active__absolute"]')
- if video_elements is None:
- Common.logger(log_type, crawler).warning(f'video_elements:{video_elements}')
- Common.logging(log_type, crawler, env, f'video_elements:{video_elements}')
- return
- video_element_temp = video_elements[index:]
- if len(video_element_temp) == 0:
- Common.logger(log_type, crawler).info('到底啦~~~~~~~~~~~~~\n')
- Common.logging(log_type, crawler, env, '到底啦~~~~~~~~~~~~~\n')
- return
- for i, video_element in enumerate(video_element_temp):
- try:
- Common.logger(log_type, crawler).info(f"download_cnt:{cls.download_cnt}")
- Common.logging(log_type, crawler, env, f"download_cnt:{cls.download_cnt}")
- if cls.download_cnt >= int(videos_cnt):
- Common.logger(log_type, crawler).info(f'搜索词:{user_dict["link"]},已抓取视频数:{cls.download_cnt}')
- Common.logging(log_type, crawler, env, f'搜索词:{user_dict["link"]},已抓取视频数:{cls.download_cnt}')
- cls.download_cnt = 0
- return
- if video_element is None:
- Common.logger(log_type, crawler).info('到底啦~\n')
- Common.logging(log_type, crawler, env, '到底啦~\n')
- return
- cls.i += 1
- cls.search_elements(driver, '//*[@class="rich-media active__absolute"]')
- Common.logger(log_type, crawler).info(f'拖动"视频"列表第{cls.i}个至屏幕中间')
- Common.logging(log_type, crawler, env, f'拖动"视频"列表第{cls.i}个至屏幕中间')
- time.sleep(3)
- driver.execute_script("arguments[0].scrollIntoView({block:'center',inline:'center'})", video_element)
- if len(video_element.find_elements(By.XPATH, "//*[@text='没有更多的搜索结果']")) != 0:
- Common.logger(log_type, crawler).info("没有更多的搜索结果\n")
- Common.logging(log_type, crawler, env, "没有更多的搜索结果\n")
- return
- video_title = \
- video_element.find_elements(By.XPATH, '//div[@class="rich-media__title ellipsis_2"]/span')[
- index + i].text[:40]
- video_url = video_element.find_elements(By.XPATH, '//div[@class="video-player"]')[
- index + i].get_attribute('src')
- cover_url = video_element.find_elements(By.XPATH, '//div[@class="video-player__bd"]')[
- index + i].get_attribute('style')
- cover_url = cover_url.split('url("')[-1].split('")')[0]
- duration = video_element.find_elements(By.XPATH, '//div[@class="video-player-mask__text"]')[
- index + i].text
- duration = int(duration.split(':')[0]) * 60 + int(duration.split(':')[-1])
- user_name = video_element.find_elements(By.XPATH, '//div[@class="rich-media__source__title"]')[
- index + i].text
- avatar_url = video_element.find_elements(By.XPATH,
- '//div[@class="ui-image-image ui-image rich-media__source__thumb"]')[
- index + i].get_attribute('style')
- avatar_url = avatar_url.split('url("')[-1].split('")')[0]
- 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,
- "play_cnt": 0,
- "duration": duration,
- # "duration": 60,
- "user_name": user_name,
- "user_id": out_user_id,
- "avatar_url": avatar_url,
- "cover_url": cover_url,
- "video_url": video_url,
- "session": f"shipinhao-search-{int(time.time())}"
- }
- for k, v in video_dict.items():
- Common.logger(log_type, crawler).info(f"{k}:{v}")
- Common.logging(log_type, crawler, env, f"{video_dict}")
- if video_title is None or video_url is None:
- Common.logger(log_type, crawler).info("无效视频\n")
- Common.logging(log_type, crawler, env, "无效视频\n")
- elif cls.repeat_out_video_id(log_type, crawler, out_video_id, env) != 0:
- Common.logger(log_type, crawler).info('视频已下载\n')
- Common.logging(log_type, crawler, env, '视频已下载\n')
- elif cls.repeat_video_url(log_type, crawler, video_url, env) != 0:
- Common.logger(log_type, crawler).info('视频已下载\n')
- Common.logging(log_type, crawler, env, '视频已下载\n')
- else:
- video_element.click()
- time.sleep(3)
- video_info_dict = cls.get_video_info(driver)
- video_dict["like_cnt"] = video_info_dict["like_cnt"]
- video_dict["share_cnt"] = video_info_dict["share_cnt"]
- video_dict["favorite_cnt"] = video_info_dict["favorite_cnt"]
- video_dict["comment_cnt"] = video_info_dict["comment_cnt"]
- video_dict["publish_time_str"] = video_info_dict["publish_time_str"] + " 00:00:00"
- video_dict["publish_time_stamp"] = video_info_dict["publish_time_stamp"]
- Common.logger(log_type, crawler).info(f'publish_time:{video_dict["publish_time_str"]}')
- Common.logging(log_type, crawler, env, f'publish_time:{video_dict["publish_time_str"]}')
- if download_rule(log_type=log_type, crawler=crawler, video_dict=video_dict, rule_dict=rule_dict) is False:
- Common.logger(log_type, crawler).info("不满足抓取规则\n")
- Common.logging(log_type, crawler, env, "不满足抓取规则\n")
- else:
- video_dict["out_user_id"] = video_dict["user_id"]
- video_dict["platform"] = crawler
- video_dict["strategy"] = log_type
- video_dict["out_video_id"] = video_dict["video_id"]
- video_dict["width"] = 0
- video_dict["height"] = 0
- video_dict["crawler_rule"] = json.dumps(rule_dict)
- video_dict["user_id"] = user_dict["uid"]
- video_dict["publish_time"] = video_dict["publish_time_str"]
- mq.send_msg(video_dict)
- cls.download_cnt += 1
- except Exception as e:
- Common.logger(log_type, crawler).error(f"抓取单条视频异常:{e}\n")
- Common.logging(log_type, crawler, env, f"抓取单条视频异常:{e}\n")
- Common.logger(log_type, crawler).info('已抓取完一组视频,休眠1秒\n')
- Common.logging(log_type, crawler, env, '已抓取完一组视频,休眠1秒\n')
- time.sleep(1)
- index = index + len(video_element_temp)
- @classmethod
- def get_video_info(cls, driver: WebDriver):
- # Common.logger(log_type, crawler).info('切回NATIVE_APP')
- driver.switch_to.context('NATIVE_APP')
- # 点赞
- like_id = driver.find_element(By.ID, 'com.tencent.mm:id/k04') # 微信版本 8.0.30
- like_cnt = like_id.get_attribute('name')
- if '万' in like_cnt:
- like_cnt = int(float(like_cnt.split('万')[0]) * 10000)
- elif '万+' in like_cnt:
- like_cnt = int(float(like_cnt.split('万+')[0]) * 10000)
- elif like_cnt == "" or like_cnt == "喜欢" or like_cnt == "火" or cls.is_contain_chinese(like_cnt) is True:
- like_cnt = 0
- else:
- like_cnt = int(float(like_cnt))
- # 分享
- share_id = driver.find_element(By.ID, 'com.tencent.mm:id/jhv')
- share_cnt = share_id.get_attribute('name')
- if '万' in share_cnt:
- share_cnt = int(float(share_cnt.split('万')[0]) * 10000)
- elif '万+' in share_cnt:
- share_cnt = int(float(share_cnt.split('万+')[0]) * 10000)
- elif share_cnt == "" or share_cnt == "转发" or cls.is_contain_chinese(share_cnt) is True:
- share_cnt = 0
- else:
- share_cnt = int(float(share_cnt))
- # 收藏
- favorite_id = driver.find_element(By.ID, 'com.tencent.mm:id/fnp')
- favorite_cnt = favorite_id.get_attribute('name')
- if '万' in favorite_cnt:
- favorite_cnt = int(float(favorite_cnt.split('万')[0]) * 10000)
- elif '万+' in favorite_cnt:
- favorite_cnt = int(float(favorite_cnt.split('万+')[0]) * 10000)
- elif favorite_cnt == "" or favorite_cnt == "收藏" or favorite_cnt == "推荐" or favorite_cnt == "火" or cls.is_contain_chinese(
- favorite_cnt) is True:
- favorite_cnt = 0
- else:
- favorite_cnt = int(float(favorite_cnt))
- # 评论
- comment_id = driver.find_element(By.ID, 'com.tencent.mm:id/bje')
- comment_cnt = comment_id.get_attribute('name')
- if '万' in comment_cnt:
- comment_cnt = int(float(comment_cnt.split('万')[0]) * 10000)
- elif '万+' in comment_cnt:
- comment_cnt = int(float(comment_cnt.split('万+')[0]) * 10000)
- elif comment_cnt == "" or comment_cnt == "评论" or cls.is_contain_chinese(comment_cnt) is True:
- comment_cnt = 0
- else:
- comment_cnt = int(float(comment_cnt))
- # 发布时间
- comment_id.click()
- time.sleep(1)
- publish_time = driver.find_element(By.ID, "com.tencent.mm:id/bre").get_attribute("name")
- if "秒" in publish_time or "分钟" in publish_time or "小时" in publish_time:
- publish_time_str = (date.today() + timedelta(days=0)).strftime("%Y-%m-%d")
- elif "天前" in publish_time:
- days = int(publish_time.replace("天前", ""))
- publish_time_str = (date.today() + timedelta(days=-days)).strftime("%Y-%m-%d")
- elif "年" in publish_time:
- # publish_time_str = publish_time.replace("年", "-").replace("月", "-").replace("日", "")
- year_str = publish_time.split("年")[0]
- month_str = publish_time.split("年")[-1].split("月")[0]
- day_str = publish_time.split("月")[-1].split("日")[0]
- if int(month_str) < 10:
- month_str = f"0{month_str}"
- if int(day_str) < 10:
- day_str = f"0{day_str}"
- publish_time_str = f"{year_str}-{month_str}-{day_str}"
- else:
- year_str = str(datetime.datetime.now().year)
- month_str = publish_time.split("月")[0]
- day_str = publish_time.split("月")[-1].split("日")[0]
- if int(month_str) < 10:
- month_str = f"0{month_str}"
- if int(day_str) < 10:
- day_str = f"0{day_str}"
- publish_time_str = f"{year_str}-{month_str}-{day_str}"
- # publish_time_str = f'2023-{publish_time.replace("月", "-").replace("日", "")}'
- publish_time_stamp = int(time.mktime(time.strptime(publish_time_str, "%Y-%m-%d")))
- # 收起评论
- # Common.logger(log_type, crawler).info("收起评论")
- driver.find_element(By.ID, "com.tencent.mm:id/be_").click()
- time.sleep(0.5)
- # 返回 webview
- # Common.logger(log_type, crawler).info(f"操作手机返回按键")
- driver.find_element(By.ID, "com.tencent.mm:id/a2z").click()
- time.sleep(0.5)
- # driver.press_keycode(AndroidKey.BACK)
- # cls.check_to_webview(log_type=log_type, crawler=crawler, driver=driver)
- webviews = driver.contexts
- driver.switch_to.context(webviews[1])
- video_dict = {
- "like_cnt": like_cnt,
- "share_cnt": share_cnt,
- "favorite_cnt": favorite_cnt,
- "comment_cnt": comment_cnt,
- "publish_time_str": publish_time_str,
- "publish_time_stamp": publish_time_stamp,
- }
- return video_dict
- @classmethod
- def get_search_videos(cls, log_type, crawler, rule_dict, user_list, env):
- Common.logger(log_type, crawler).info(f"搜索词总数:{len(user_list)}\n")
- Common.logging(log_type, crawler, env, f"搜索词总数:{len(user_list)}\n")
- if len(user_list) == 0:
- return
- for user_dict in user_list:
- try:
- cls.i = 0
- cls.download_cnt = 0
- Common.logger(log_type, crawler).info(f"开始抓取 {user_dict['link']}\n")
- Common.logging(log_type, crawler, env, f"开始抓取 {user_dict['link']}\n")
- cls.start_wechat(log_type=log_type,
- crawler=crawler,
- rule_dict=rule_dict,
- user_dict=user_dict,
- env=env)
- except Exception as e:
- Common.logger(log_type, crawler).error(f"抓取 {user_dict['link']} 时异常:{e}\n")
- Common.logging(log_type, crawler, env, f"抓取 {user_dict['link']} 时异常:{e}\n")
- if __name__ == '__main__':
- print(ShipinhaoSearchScheduling.repeat_out_video_id(log_type="search",
- crawler="shipinhao",
- out_video_id="123",
- env="dev"))
- pass
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