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add 小年糕小程序用户列表爬取

zhangyong 1 jaar geleden
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288622406c
1 gewijzigde bestanden met toevoegingen van 346 en 0 verwijderingen
  1. 346 0
      xiaoniangaoplus/xiaoniangaoplus/xiaoniangao_plus_offliner.py

+ 346 - 0
xiaoniangaoplus/xiaoniangaoplus/xiaoniangao_plus_offliner.py

@@ -0,0 +1,346 @@
+# -*- coding: utf-8 -*-
+# @Time: 2023/10/31
+import json
+import os
+from datetime import date, timedelta
+
+import requests
+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
+
+def get_redirect_url(url):
+    res = requests.get(url, allow_redirects=False)
+    if res.status_code == 302 or res.status_code == 301:
+        return res.headers['Location']
+    else:
+        return url
+class XiaoNianGaoPlusRecommend:
+    platform = "小年糕-offline"
+    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/tzld/Downloads/chromedriver_v111/chromedriver"
+        else:
+            chromedriverExecutable = "/Users/tzld/Downloads/chromedriver_v111/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": "11",
+            # "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/ky9'):
+                    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)
+        driver.find_elements(By.XPATH, '//*[@text="我"]')[-1].click()
+        time.sleep(5)
+        driver.find_elements(By.XPATH, '//*[@text="关注"]')[-1].click()
+        time.sleep(5)
+
+        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):
+        time.sleep(1)
+        webViews = driver.contexts
+        Common.logger(log_type, crawler).info(f"webViews:{webViews}")
+        Common.logging(log_type, crawler, env, f"webViews:{webViews}")
+        driver.switch_to.context(webViews[1])
+        windowHandles = driver.window_handles
+        for handle in windowHandles:
+            driver.switch_to.window(handle)
+            time.sleep(1)
+            try:
+                driver.find_element(By.XPATH, '//*[@class="tab-bar--tab tab-bar--tab-selected"]')
+                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 ("{crawler}","{cls.platform}") 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="expose--adapt-parent"]')
+        size = driver.get_window_size()
+        driver.swipe(int(size["width"] * 0.7), int(size["height"] * 0.8),
+                     int(size["width"] * 0.7), 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, '//wx-view[@class="expose--adapt-parent"]')
+            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,
+                                                     '//wx-video[@class="video-player--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)
+        # 鼠标左键点击, 1为x坐标, 2为y坐标
+        cls.check_to_applet(log_type=log_type, crawler=crawler, env=env, driver=driver)
+        time.sleep(1)
+        page = 0
+        element_name = cls.search_elements(driver, "//wx-view[@class='box_user_nick_txt']")
+        driver.execute_script("arguments[0].scrollIntoView({block:'center',inline:'center'});",
+                              element_name[0])
+        time.sleep(3)
+        count = len(element_name)
+        for i in range(count-1):
+            element_name[i].click()
+            user_name = element_name[i].text
+            time.sleep(10)
+            while True:
+                if cls.search_elements(driver, '//wx-view[@class="expose--adapt-parent"]') 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 = []
+                    driver.press_keycode(AndroidKey.BACK)
+                    continue
+                page_source = driver.page_source
+                soup = BeautifulSoup(page_source, 'html.parser')
+                soup.prettify()
+                video_url_elements = soup.findAll("wx-view", class_="expose--adapt-parent")
+                video_url_elements = list(set(video_url_elements).difference(set(cls.element_list)))
+                cls.element_list = list(set(video_url_elements) | set(cls.element_list))
+                Common.logger(log_type, crawler).info(f"正在抓取第{page + 1}页,共:{len(video_url_elements)}条视频")
+                Common.logging(log_type, crawler, env, f"正在抓取第{page + 1}页,共:{len(video_url_elements)}条视频")
+                if len(video_url_elements) == 0:
+                    for i in range(5):
+                        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_url_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_="album--album-cover-title").text
+                        # 播放量字符串
+                        play_str = video_element.find("wx-view", class_="album--album-cover-views").text
+
+                        # 封面 URL
+                        cover_url = video_element.find("wx-image", class_="album--album-cover-bg")["src"]
+                        play_cnt = int(play_str.replace("+", "").replace("次播放", ""))
+                        # 发布时间
+                        play_time = video_element.find("wx-view", class_="album--album-time").text
+                        date_three_days_ago_string = (date.today() + timedelta(days=-3)).strftime("%Y.%m.%d")
+                        rule = play_time > date_three_days_ago_string
+                        if rule == False:
+                            Common.logger(log_type, crawler).info(f"发布时间小于3天,发布时间:{rule}")
+                            Common.logging(log_type, crawler, env, f"发布时间小于3天,发布时间:{rule}")
+                            break
+                        out_video_id = md5(video_title.encode('utf8')).hexdigest()
+                        out_video_id = out_video_id + "user"
+                        out_user_id = md5(user_name.encode('utf8')).hexdigest()
+                        out_user_id = out_user_id + "user"
+                        video_dict = {
+                            "video_title": video_title,
+                            "video_id": out_video_id,
+                            "duration_str": '',
+                            "duration": 0,
+                            "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()))),
+                            "avatar_url": cover_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")
+                            Common.logging(log_type, crawler, env, '无效视频')
+                            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")
+                            Common.logging(log_type, crawler, env, "不满足抓取规则")
+                            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')
+                            Common.logging(log_type, crawler, env, '已中过滤词')
+                            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')
+                            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)
+                            video_url = get_redirect_url(video_url)
+
+                            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"]
+                            Common.logger(log_type, crawler).info(f"video_dict:{video_dict}")
+                            Common.logging(log_type, crawler, env, f"video_dict:{video_dict}")
+                            mq.send_msg(video_dict)
+                            cls.download_cnt += 1
+                            driver.press_keycode(AndroidKey.BACK)
+                            time.sleep(5)
+                    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")
+                page += 1
+            driver.press_keycode(AndroidKey.BACK)
+            driver.execute_script("arguments[0].scrollIntoView({block:'center',inline:'center'});",
+                                  element_name[i])
+            Common.logger(log_type, crawler).info("f已抓取完用户{user_name},休眠 5 秒")
+            Common.logging(log_type, crawler, env, "f已抓取完用户{user_name},休眠 5 秒")
+            time.sleep(5)
+
+
+
+if __name__ == "__main__":
+    rule_dict1 = {"period": {"min": 0, "max": 365},
+                  "duration": {"min": 0, "max": 1800},
+                  "favorite_cnt": {"min": 0, "max": 0},
+                  "videos_cnt": {"min": 10, "max": 20},
+                  "share_cnt": {"min": 0, "max": 0}}
+    XiaoNianGaoPlusRecommend.start_wechat("recommend", "xiaoniangao", "dev", rule_dict1, 6267141)