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- # -*- coding: utf-8 -*-
- # @Author: luojunhui
- # @Time: 2023/9/27
- import json
- import os
- import sys
- import time
- from hashlib import md5
- from appium import webdriver
- from appium.webdriver.extensions.android.nativekey import AndroidKey
- from appium.webdriver.webdriver import WebDriver
- from bs4 import BeautifulSoup
- from selenium.common import NoSuchElementException
- from selenium.webdriver.common.by import By
- sys.path.append(os.getcwd())
- from common.common import Common
- from common.mq import MQ
- from common.public import download_rule, get_config_from_mysql
- from common.scheduling_db import MysqlHelper
- class XiaoNianGaoPlusRecommend:
- platform = "小年糕"
- download_cnt = 0
- element_list = []
- i = 0
- @classmethod
- def start_wechat(cls, log_type, crawler, env, rule_dict, our_uid):
- if env == "dev":
- chromedriverExecutable = "/Users/luojunhui/Downloads/chromedriver_v111/chromedriver"
- else:
- chromedriverExecutable = "/Users/piaoquan/Downloads/chromedriver"
- Common.logger(log_type, crawler).info("启动微信")
- # Common.logging(log_type, crawler, env, '启动微信')
- caps = {
- "platformName": "Android",
- "devicesName": "Android",
- "platformVersion": "13",
- # "udid": "emulator-5554",
- "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"},
- }
- driver = webdriver.Remote("http://localhost:4723/wd/hub", caps)
- driver.implicitly_wait(30)
- for i in range(120):
- try:
- if driver.find_elements(By.ID, "com.tencent.mm:id/f2s"):
- Common.logger(log_type, crawler).info("微信启动成功")
- Common.logging(log_type, crawler, env, '微信启动成功')
- break
- elif driver.find_element(By.ID, "com.android.systemui:id/dismiss_view"):
- Common.logger(log_type, crawler).info("发现并关闭系统下拉菜单")
- Common.logging(log_type, crawler, env, '发现并关闭系统下拉菜单')
- driver.find_element(By.ID, "com.android.system:id/dismiss_view").click()
- else:
- pass
- except NoSuchElementException:
- time.sleep(1)
- Common.logger(log_type, crawler).info("下滑,展示小程序选择面板")
- # Common.logging(log_type, crawler, env, '下滑,展示小程序选择面板')
- size = driver.get_window_size()
- 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)
- Common.logger(log_type, crawler).info('打开小程序"小年糕+"')
- # Common.logging(log_type, crawler, env, '打开小程序"小年糕+"')
- driver.find_elements(By.XPATH, '//*[@text="小年糕+"]')[-1].click()
- time.sleep(5)
- # print(driver.contexts)
- cls.get_videoList(log_type, crawler, driver, env, rule_dict, our_uid)
- time.sleep(1)
- driver.quit()
- @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_applet(cls, log_type, crawler, env, driver: WebDriver, xpath):
- time.sleep(1)
- # print(driver.)
- webViews = driver.contexts
- print(webViews)
- # Common.logger(log_type, crawler).info(f"webViews:{webViews}")
- # Common.logging(log_type, crawler, env, f"webViews:{webViews}")
- driver.switch_to.context(webViews[2])
- windowHandles = driver.window_handles
- for handle in windowHandles:
- driver.switch_to.window(handle)
- time.sleep(1)
- try:
- driver.find_element(By.XPATH, xpath)
- Common.logger(log_type, crawler).info("切换到小程序成功\n")
- Common.logging(log_type, crawler, env, '切换到小程序成功\n')
- return
- except NoSuchElementException:
- time.sleep(1)
- @classmethod
- def repeat_video(cls, log_type, crawler, video_id, env):
- sql = f""" select * from crawler_video where platform in ("众妙音信", "刚刚都传", "吉祥幸福", "知青天天看", "zhufuquanzi", "祝福圈子", "haitunzhufu", "海豚祝福") and out_video_id="{video_id}"; """
- repeat_video = MysqlHelper.get_values(log_type, crawler, sql, env)
- return len(repeat_video)
- @classmethod
- def swipe_up(cls, driver: WebDriver):
- cls.search_elements(driver, '//*[@class="bless--list"]')
- size = driver.get_window_size()
- driver.swipe(int(size["width"] * 0.5), int(size["height"] * 0.8),
- int(size["width"] * 0.5), int(size["height"] * 0.4), 200)
- @classmethod
- def get_video_url(cls, log_type, crawler, driver: WebDriver, video_title_element):
- for i in range(3):
- cls.search_elements(driver, '//*[@class="bless--list"]')
- Common.logger(log_type, crawler).info(f"video_title_element:{video_title_element[0]}")
- time.sleep(1)
- Common.logger(log_type, crawler).info("滑动标题至可见状态")
- driver.execute_script("arguments[0].scrollIntoView({block:'center',inline:'center'});", video_title_element[0])
- time.sleep(3)
- Common.logger(log_type, crawler).info("点击标题")
- video_title_element[0].click()
- # driver.execute_script("arguments[0].click();", video_title_element[0])
- Common.logger(log_type, crawler).info("点击标题完成")
- time.sleep(1)
- video_url_elements = cls.search_elements(driver, '//*[@class="index--video-item index--video"]')
- if video_url_elements:
- return video_url_elements[0].get_attribute("src")
- @classmethod
- def get_videoList(cls, log_type, crawler, driver: WebDriver, env, rule_dict, our_uid):
- mq = MQ(topic_name="topic_crawler_etl_" + env)
- driver.implicitly_wait(20)
- cls.check_to_applet(log_type=log_type, crawler=crawler, env=env, driver=driver,
- xpath='//*[@class="tags--tag tags--tag-0 tags--checked"]')
- time.sleep(1)
- page = 0
- while True:
- # if cls.search_elements(driver, '//*[@class="bless--list"]') 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')
- # cls.i = 0
- # cls.download_cnt = 0
- # cls.element_list = []
- # return
- #
- # cls.swipe_up(driver)
- page_source = driver.page_source
- # print(page_source)
- # return
- soup = BeautifulSoup(page_source, 'html.parser')
- soup.prettify()
- print(soup)
- return
- video_list_elements = soup.findAll("wx-view", class_="expose--adapt-parent")
- # video_list_elements 有,cls.element_list 中没有的元素
- video_list_elements = list(set(video_list_elements).difference(set(cls.element_list)))
- # video_list_elements 与 cls.element_list 的并集
- cls.element_list = list(set(video_list_elements) | set(cls.element_list))
- Common.logger(log_type, crawler).info(f"正在抓取第{page + 1}页,共:{len(video_list_elements)}条视频")
- Common.logging(log_type, crawler, env, f"正在抓取第{page + 1}页,共:{len(video_list_elements)}条视频")
- if len(video_list_elements) == 0:
- for i in range(10):
- Common.logger(log_type, crawler).info(f"向上滑动第{i+1}次")
- cls.swipe_up(driver)
- time.sleep(0.5)
- continue
- for i, video_element in enumerate(video_list_elements):
- try:
- Common.logger(log_type, crawler).info(f"本轮已抓取{cls.download_cnt}条视频\n")
- Common.logging(log_type, crawler, env, f"本轮已抓取{cls.download_cnt}条视频\n")
- if cls.download_cnt >= int(rule_dict.get("videos_cnt", {}).get("min", 10)):
- cls.i = 0
- cls.download_cnt = 0
- cls.element_list = []
- return
- cls.i += 1
- Common.logger(log_type, crawler).info(f"第{cls.i}条视频")
- Common.logging(log_type, crawler, env, f"第{cls.i}条视频")
- video_title = video_element.find("wx-view", class_="dynamic--title").text
- play_str = video_element.find("wx-view", class_="dynamic--views").text
- like_str = video_element.findAll("wx-view", class_="dynamic--commerce-btn-text")[0].text
- comment_str = video_element.findAll("wx-view", class_="dynamic--commerce-btn-text")[1].text
- duration_str = video_element.find("wx-view", class_="dynamic--duration").text
- user_name = video_element.find("wx-view", class_="dynamic--nick-top").text
- avatar_url = video_element.find("wx-image", class_="avatar--avatar")["src"]
- 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())
- if "点赞" in like_str:
- like_cnt = 0
- elif "万" in like_str:
- like_cnt = int(like_str.split("万")[0]) * 10000
- else:
- like_cnt = int(like_str)
- if "评论" in comment_str:
- comment_cnt = 0
- elif "万" in comment_str:
- comment_cnt = int(comment_str.split("万")[0]) * 10000
- else:
- comment_cnt = int(comment_str)
- 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,
- "duration_str": duration_str,
- "duration": duration,
- "play_str": play_str,
- "play_cnt": play_cnt,
- "like_str": like_str,
- "like_cnt": like_cnt,
- "comment_cnt": comment_cnt,
- "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()))),
- "avatar_url": avatar_url,
- "cover_url": cover_url,
- "session": f"xiaoniangao-{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:{video_dict}")
- # Common.logger(log_type, crawler).info(f"==========分割线==========\n")
- if video_title is None or cover_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')
- cls.swipe_up(driver)
- time.sleep(0.5)
- elif 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")
- cls.swipe_up(driver)
- time.sleep(0.5)
- elif any(str(word) if str(word) in video_dict["video_title"] else False
- for word in get_config_from_mysql(log_type=log_type,
- source=crawler,
- env=env,
- text="filter",
- action="")) is True:
- Common.logger(log_type, crawler).info('已中过滤词\n')
- Common.logging(log_type, crawler, env, '已中过滤词\n')
- cls.swipe_up(driver)
- time.sleep(0.5)
- elif cls.repeat_video(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')
- cls.swipe_up(driver)
- time.sleep(5)
- else:
- video_title_element = cls.search_elements(driver, f'//*[contains(text(), "{video_title}")]')
- if video_title_element is None:
- Common.logger(log_type, crawler).warning(f"未找到该视频标题的element:{video_title_element}")
- Common.logging(log_type, crawler, env, f"未找到该视频标题的element:{video_title_element}")
- continue
- Common.logger(log_type, crawler).info("点击标题,进入视频详情页")
- Common.logging(log_type, crawler, env, "点击标题,进入视频详情页")
- video_url = cls.get_video_url(log_type, crawler, driver, video_title_element)
- if video_url is None:
- Common.logger(log_type, crawler).info("未获取到视频播放地址\n")
- driver.press_keycode(AndroidKey.BACK)
- time.sleep(5)
- continue
- video_dict['video_url'] = video_url
- Common.logger(log_type, crawler).info(f"video_url:{video_url}")
- video_dict["platform"] = crawler
- video_dict["strategy"] = log_type
- video_dict["out_video_id"] = video_dict["video_id"]
- video_dict["crawler_rule"] = json.dumps(rule_dict)
- video_dict["user_id"] = our_uid
- video_dict["publish_time"] = video_dict["publish_time_str"]
- mq.send_msg(video_dict)
- cls.download_cnt += 1
- driver.press_keycode(AndroidKey.BACK)
- time.sleep(5)
- cls.swipe_up(driver)
- 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,休眠 5 秒\n")
- Common.logging(log_type, crawler, env, "已抓取完一组,休眠 5 秒\n")
- time.sleep(5)
- page += 1
- if __name__ == "__main__":
- rule_dict1 = {"period": {"min": 365, "max": 365},
- "duration": {"min": 30, "max": 1800},
- "favorite_cnt": {"min": 5000, "max": 0},
- "videos_cnt": {"min": 10, "max": 20},
- "share_cnt": {"min": 1000, "max": 0}}
- XiaoNianGaoPlusRecommend.start_wechat("recommend", "xiaoniangao", "dev", rule_dict1, 6267141)
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