EasySpider/ExecuteStage/easyspider_executestage.py

# -*- coding: utf-8 -*-
# import atexit
from datetime import datetime
import io  # 遇到错误退出时应执行的代码
import json
# from lib2to3.pgen2 import driver
import re
# import shutil
import subprocess
import sys
# from urllib import parse
# import base64
# import hashlib
import time
import requests
from urllib.parse import urljoin
from lxml import etree
# import undetected_chromedriver as uc
from pynput.keyboard import Key, Listener
from selenium.webdriver.chrome.options import Options
from selenium.webdriver.common.keys import Keys
from selenium.webdriver.common.action_chains import ActionChains
from selenium import webdriver
from selenium.webdriver.support.ui import WebDriverWait
from selenium.webdriver.support import expected_conditions as EC
from selenium.webdriver.common.by import By
from selenium.common.exceptions import NoSuchElementException
from selenium.common.exceptions import TimeoutException
from selenium.common.exceptions import StaleElementReferenceException, InvalidSelectorException
from selenium.webdriver.common.desired_capabilities import DesiredCapabilities
from selenium.webdriver.support.ui import Select
from selenium.webdriver import ActionChains
from selenium.webdriver.common.by import By
import random
# import pandas as pd
from openpyxl import load_workbook, Workbook
# import numpy
import csv
import os
from commandline_config import Config
import pytesseract
from PIL import Image
# import uuid
from threading import Thread, Event
from myChrome import MyChrome
if sys.platform != "darwin":
    from myChrome import MyUCChrome
from utils import download_image, get_output_code, isnull, lowercase_tags_in_xpath, myMySQL, new_line, on_press_creator, on_release_creator, write_to_csv, write_to_excel
desired_capabilities = DesiredCapabilities.CHROME
desired_capabilities["pageLoadStrategy"] = "none"

class BrowserThread(Thread):
    def __init__(self, browser_t, id, service, version, event, saveName, config):
        Thread.__init__(self)
        self.browser = browser_t
        self.config = config
        self.id = id
        self.event = event
        try:
            self.saveName = service["saveName"]  # 保存文件的名字
        except:
            now = datetime.now()
            # 将时间格式化为精确到秒的字符串
            self.saveName = now.strftime("%Y_%m_%d_%H_%M_%S")
        self.log = ""
        self.OUTPUT = ""
        self.SAVED = False
        self.BREAK = False
        self.CONTINUE = False
        # 名称设定
        if saveName != "": # 命令行覆盖保存名称
            self.saveName = saveName  # 保存文件的名字
        now = datetime.now().strftime("%Y_%m_%d_%H_%M_%S")
        self.saveName = self.saveName.replace("current_time", now)

        print("Save Name for task ID", i, "is:", self.saveName)
        print("任务ID", i, "的保存文件名为:", self.saveName)
        if not os.path.exists("Data/Task_" + str(i)):
            os.mkdir("Data/Task_" + str(i))
        if not os.path.exists("Data/Task_" + str(i) + "/" + self.saveName):
            os.mkdir("Data/Task_" + str(i) + "/" + self.saveName)  # 创建保存文件夹用来保存截图

        stealth_path = driver_path[:driver_path.find(
            "chromedriver")] + "stealth.min.js"
        with open(stealth_path, 'r') as f:
            js = f.read()
            print("Loading stealth.min.js")
        self.browser.execute_cdp_cmd('Page.addScriptToEvaluateOnNewDocument', {
                                     'source': js})  # TMALL 反扒
        WebDriverWait(self.browser, 10)
        self.browser.get('about:blank')
        self.procedure = service["graph"]  # 程序执行流程
        try:
            self.maxViewLength = service["maxViewLength"]  # 最大显示长度
        except:
            self.maxViewLength = 15
        try:
            self.outputFormat = service["outputFormat"]  # 输出格式
        except:
            self.outputFormat = "csv"
        try:
            if service["version"] >= "0.3.1":  # 0.3.1及以上版本以上的EasySpider兼容从0.3.1版本开始的所有版本
                pass
            else:  # 0.3.1以下版本的EasySpider不兼容0.3.1及以上版本的EasySpider
                if service["version"] != version:
                    print("版本不一致，请使用" +
                          service["version"] + "版本的EasySpider运行该任务！")
                    print("Version not match, please use EasySpider " +
                          service["version"] + " to run this task!")
                    self.browser.quit()
                    sys.exit()
        except:  # 0.2.0版本没有version字段，所以直接退出
            print("版本不一致，请使用v0.2.0版本的EasySpider运行该任务！")
            print("Version not match, please use EasySpider v0.2.0 to run this task!")
            self.browser.quit()
            sys.exit()
        try:
            self.save_threshold = service["saveThreshold"]  # 保存最低阈值
        except:
            self.save_threshold = 10
        self.links = list(
            filter(isnull, service["links"].split("\n")))  # 要执行的link的列表
        self.OUTPUT = []  # 采集的数据
        self.writeMode = 1  # 写入模式，0为新建，1为追加
        if self.outputFormat == "csv" or self.outputFormat == "txt":
            if not os.path.exists("Data/Task_" + str(self.id) + "/" + self.saveName + '.' + self.outputFormat):
                self.OUTPUT.append([])  # 添加表头
                self.writeMode = 0
        elif self.outputFormat == "xlsx":
            if not os.path.exists("Data/Task_" + str(self.id) + "/" + self.saveName + '.xlsx'):
                self.OUTPUT.append([])  # 添加表头
                self.writeMode = 0
        elif self.outputFormat == "mysql":
            self.mysql = myMySQL(config["mysql_config_path"])
            self.mysql.create_table(self.saveName, service["outputParameters"])
            self.writeMode = 2
        if self.writeMode == 1:
            print("追加模式")
            print("Append Mode")
        elif self.writeMode == 0:
            print("新建模式")
            print("New Mode")
        elif self.writeMode == 2:
            print("MySQL模式")
            print("MySQL Mode")
        self.containJudge = service["containJudge"]  # 是否含有判断语句
        self.outputParameters = {}
        self.outputParametersTypes = []
        self.outputParametersRecord = [] # 字段是否被记录
        self.dataNotFoundKeys = {}  # 记录没有找到数据的key
        self.log = ""  # 记下现在总共开了多少个标签页
        self.history = {"index": 0, "handle": None}  # 记录页面现在所以在的历史记录的位置
        self.SAVED = False  # 记录是否已经存储了
        for para in service["outputParameters"]: # 初始化输出参数
            if para["name"] not in self.outputParameters.keys():
                self.outputParameters[para["name"]] = ""
                self.dataNotFoundKeys[para["name"]] = False
                try:
                    self.outputParametersTypes.append(para["type"])
                except:
                    self.outputParametersTypes.append("text")
                try:
                    self.outputParametersRecord.append(bool(para["recordASField"]))
                except:
                    self.outputParametersRecord.append(True)
                # 文件叠加的时候不添加表头
                if self.outputFormat == "csv" or self.outputFormat == "txt" or self.outputFormat == "xlsx":
                    if self.writeMode == 0:
                        self.OUTPUT[0].append(para["name"])
        self.urlId = 0  # 全局记录变量
        self.preprocess()  # 预处理，优化提取数据流程

    # 检测如果没有复杂的操作，优化提取数据流程
    def preprocess(self):
        for node in self.procedure:
            try:
                iframe = node["parameters"]["iframe"]
            except:
                node["parameters"]["iframe"] = False
            try:
                node["parameters"]["xpath"] = lowercase_tags_in_xpath(
                    node["parameters"]["xpath"])
            except:
                pass
            if node["option"] == 1:  # 打开网页操作
                try:
                    cookies = node["parameters"]["cookies"]
                except:
                    node["parameters"]["cookies"] = ""
            elif node["option"] == 3:  # 提取数据操作
                node["parameters"]["recordASField"] = 0
                paras = node["parameters"]["paras"]
                try:
                    clear = node["parameters"]["clear"]
                except:
                    node["parameters"]["clear"] = 0
                for para in paras:
                    try:
                        iframe = para["iframe"]
                    except:
                        para["iframe"] = False
                    try:
                        para["relativeXPath"] = lowercase_tags_in_xpath(para["relativeXPath"])
                    except:
                        pass
                    try:
                        node["parameters"]["recordASField"] += para["recordASField"]
                    except:
                        node["parameters"]["recordASField"] += 1
                    if para["contentType"] == 8:
                        print("默认的OCR识别功能如果觉得不好用，可以自行修改源码get_content函数->contentType == 8的位置换成自己想要的OCR模型然后自己编译运行；或者可以先设置采集内容类型为“元素截图”把图片保存下来，然后用自定义操作调用自己写的程序，程序的功能是读取这个最新生成的图片，然后用好用的模型，如PaddleOCR把图片识别出来，然后把返回值返回给程序作为参数输出。")
                        print("If you think the default OCR function is not good enough, you can modify the source code get_content function -> contentType == 8 position to your own OCR model and then compile and run it; or you can first set the content type of the crawler to \"Element Screenshot\" to save the picture, and then call your own program with custom operations. The function of the program is to read the latest generated picture, then use a good model, such as PaddleOCR to recognize the picture, and then return the return value as a parameter output to the program.")
                    if para["beforeJS"] == "" and para["afterJS"] == "" and para["contentType"] <= 1 and para["nodeType"] <= 2:
                        para["optimizable"] = True
                    else:
                        para["optimizable"] = False
            elif node["option"] == 4:  # 输入文字
                try:
                    index = node["parameters"]["index"] # 索引值
                except:
                    node["parameters"]["index"] = 0
            elif node["option"] == 5:  # 自定义操作
                try:
                    clear = node["parameters"]["clear"]
                except:
                    node["parameters"]["clear"] = 0
            

    def run(self):
        # 挨个执行程序
        for i in range(len(self.links)):
            print("正在执行第", i + 1, "/ ", len(self.links), "个链接")
            print("Executing link", i + 1, "/ ", len(self.links))
            self.executeNode(0)
            self.urlId = self.urlId + 1
        files = os.listdir("Data/Task_" + str(self.id) + "/" + self.saveName)
        # 如果目录为空，则删除该目录
        if not files:
            os.rmdir("Data/Task_" + str(self.id) + "/" + self.saveName)
        print("Done!")
        print("执行完成！")
        self.recordLog("Done!")
        self.saveData(exit=True)
        if self.outputFormat == "mysql":
            self.mysql.close()

    def recordLog(self, str=""):
        self.log = self.log + str + "\n"

    # 控制台打印log函数

    def Log(self, text, text2=""):
        switch = False
        if switch:
            print(text, text2)

    # @atexit.register
    # def clean(self):
    #     self.saveData(exit=True)
    #     self.browser.quit()
    #     sys.exit(0)

    def saveData(self, exit=False):
        # 每save_threshold条保存一次
        if exit == True or len(self.OUTPUT) >= self.save_threshold:
            # 写入日志
            with open("Data/Task_" + str(self.id) + "/" + self.saveName + '_log.txt', 'a', encoding='utf-8-sig') as file_obj:
                file_obj.write(self.log)
                file_obj.close()
            # 写入数据
            if self.outputFormat == "csv" or self.outputFormat == "txt":
                file_name = "Data/Task_" + \
                    str(self.id) + "/" + self.saveName + '.' + self.outputFormat
                write_to_csv(file_name, self.OUTPUT, self.outputParametersRecord)
            elif self.outputFormat == "xlsx":
                file_name = "Data/Task_" + \
                    str(self.id) + "/" + self.saveName + '.xlsx'
                write_to_excel(file_name, self.OUTPUT, self.outputParametersTypes, self.outputParametersRecord)
            elif self.outputFormat == "mysql":
                self.mysql.write_to_mysql(self.OUTPUT, self.outputParametersRecord, self.outputParametersTypes)
                
            self.OUTPUT = []
            self.log = ""

    def scrollDown(self, para, rt=""):
        try:
            time.sleep(para["scrollWaitTime"])  # 下拉前等待
        except:
            pass
        scrollType = int(para["scrollType"])
        try:
            if scrollType != 0 and para["scrollCount"] > 0:  # 控制屏幕向下滚动
                if scrollType == 1 or scrollType == 2:
                    for i in range(para["scrollCount"]):
                        self.Log("Wait for set second after screen scrolling")
                        body = self.browser.find_element(
                            By.CSS_SELECTOR, "body", iframe=para["iframe"])
                        if scrollType == 1:
                            body.send_keys(Keys.PAGE_DOWN)
                        elif scrollType == 2:
                            body.send_keys(Keys.END)
                        try:
                            time.sleep(para["scrollWaitTime"])  # 下拉完等待
                        except:
                            pass
                elif scrollType == 3:
                    bodyText = ""
                    i = 0
                    while True:
                        # newBodyText = self.browser.page_source
                        newBodyText = self.browser.find_element(By.CSS_SELECTOR, "body", iframe=para["iframe"]).text
                        if newBodyText == bodyText:
                            print("页面已检测不到新内容，停止滚动。")
                            print("No new content detected on the page, stop scrolling.")
                            break
                        else:
                            bodyText = newBodyText
                        body = self.browser.find_element(
                            By.CSS_SELECTOR, "body", iframe=para["iframe"])
                        body.send_keys(Keys.END)
                        print("滚动到底部，第", i + 1, "次。")
                        print("Scroll to the bottom, the", i + 1, "time.")
                        i = i + 1
                        try:
                            time.sleep(para["scrollWaitTime"])  # 下拉完等待
                        except:
                            pass
        except:
            self.Log('Time out after set seconds when scrolling. ')
            self.recordLog('Time out after set seconds when scrolling')
            try:
                self.browser.execute_script('window.stop()')
            except:
                pass
            if scrollType != 0 and para["scrollCount"] > 0:  # 控制屏幕向下滚动
                for i in range(para["scrollCount"]):
                    self.Log("Wait for set second after screen scrolling")
                    body = self.browser.find_element(
                        By.CSS_SELECTOR, "body", iframe=para["iframe"])
                    if scrollType == 1:
                        body.send_keys(Keys.PGDN)
                    elif scrollType == 2:
                        body.send_keys(Keys.END)
                    try:
                        time.sleep(para["scrollWaitTime"])  # 下拉完等待
                    except:
                        pass
            if rt != "":
                rt.end()

    def execute_code(self, codeMode, code, max_wait_time, element=None, iframe=False):
        output = ""
        if code == "":
            return ""
        if max_wait_time == 0:
            max_wait_time = 999999
        # print(codeMode, code)
        # 将value中的Field[""]替换为outputParameters中的键值
        pattern = r'Field\["([^"]+)"\]'
        try:
            replaced_text = re.sub(
                pattern, lambda match: self.outputParameters.get(match.group(1), ''), code)
        except:
            replaced_text = code
        code = replaced_text
        if iframe and self.browser.iframe_env == False:
            # 获取所有的 iframe
            self.browser.switch_to.default_content()
            iframes = self.browser.find_elements(
                By.CSS_SELECTOR, "iframe", iframe=False)
            # 遍历所有的 iframe 并点击里面的元素
            for iframe in iframes:
                # 切换到 iframe
                try:
                    self.browser.switch_to.default_content()
                    self.browser.switch_to.frame(iframe)
                    self.browser.iframe_env = True
                    break
                except:
                    print("Iframe switch failed")
        elif not iframe and self.browser.iframe_env == True:
            self.browser.switch_to.default_content()
            self.browser.iframe_env = False
        if int(codeMode) == 0:
            self.recordLog("Execute JavaScript:" + code)
            self.recordLog("执行JavaScript:" + code)
            self.browser.set_script_timeout(max_wait_time)
            try:
                output = self.browser.execute_script(code)
            except:
                output = ""
                self.recordLog("JavaScript execution failed")
        elif int(codeMode) == 2:
            self.recordLog("Execute JavaScript for element:" + code)
            self.recordLog("对元素执行JavaScript:" + code)
            self.browser.set_script_timeout(max_wait_time)
            try:
                output = self.browser.execute_script(code, element)
            except:
                output = ""
                self.recordLog("JavaScript execution failed")
        elif int(codeMode) == 1:
            self.recordLog("Execute System Call:" + code)
            self.recordLog("执行系统命令:" + code)
            # 执行系统命令
            try:
                # output = subprocess.run(code, capture_output=True, text=True, timeout=max_wait_time, encoding="utf-8", shell=True)
                output = subprocess.run(
                    code, capture_output=True, text=True, timeout=max_wait_time, shell=True)
                # 输出命令返回值
                output = output.stdout
                print(output)
            except subprocess.TimeoutExpired:
                # 命令执行时间超过指定值，抛出异常
                self.recordLog("Command timed out")
                self.recordLog("命令执行超时")
            except Exception as e:
                print(e)  # 打印异常信息
                self.recordLog("Command execution failed")
                self.recordLog("命令执行失败")
        return str(output)

    def customOperation(self, node, loopValue, loopPath, index):
        paras = node["parameters"]
        if paras["clear"] == 1:
            self.clearOutputParameters()
        codeMode = int(paras["codeMode"])
        code = paras["code"]
        output = ""
        max_wait_time = int(paras["waitTime"])
        if codeMode == 2:  # 使用循环的情况下，传入的clickPath就是实际的xpath
            try:
                elements = self.browser.find_elements(
                    By.XPATH, loopPath, iframe=paras["iframe"])
                element = elements[index]
                output = self.execute_code(
                    codeMode, code, max_wait_time, element, iframe=paras["iframe"])
            except:
                output = ""
                print("JavaScript execution failed")
        elif codeMode == 3:
            self.BREAK = True
        elif codeMode == 4:
            self.CONTINUE = True
        else: # 0 1
            output = self.execute_code(
                codeMode, code, max_wait_time, iframe=paras["iframe"])
        recordASField = bool(paras["recordASField"])
        # if recordASField:
        # print("操作<" + node["title"] + ">的返回值为：" + output)
        # print("The return value of operation <" + node["title"] + "> is: " + output)
        self.outputParameters[node["title"]] = output
        if recordASField:
            line = new_line(self.outputParameters, self.maxViewLength, self.outputParametersRecord)
            self.OUTPUT.append(line)

    def switchSelect(self, para, loopValue):
        optionMode = int(para["optionMode"])
        optionValue = para["optionValue"]
        try:
            dropdown = Select(self.browser.find_element(
                By.XPATH, para["xpath"], iframe=para["iframe"]))
            try:
                if optionMode == 0:
                    # 获取当前选中的选项索引
                    current_index = dropdown.options.index(
                        dropdown.first_selected_option)
                    # 计算下一个选项的索引
                    next_index = (current_index + 1) % len(dropdown.options)
                    # 选择下一个选项
                    dropdown.select_by_index(next_index)
                elif optionMode == 1:
                    dropdown.select_by_index(int(optionValue))
                elif optionMode == 2:
                    dropdown.select_by_value(optionValue)
                elif optionMode == 3:
                    dropdown.select_by_visible_text(optionValue)
            except:
                print("切换下拉框选项失败:", para["xpath"],
                      para["optionMode"], para["optionValue"])
                print("Failed to change drop-down box option:",
                      para["xpath"], para["optionMode"], para["optionValue"])
        except:
            print("找不到下拉框元素:", para["xpath"])
            print("Cannot find drop-down box element:", para["xpath"])

    def moveToElement(self, para, loopElement=None, loopPath="", index=0):
        time.sleep(0.1)  # 移动之前等待0.1秒
        if para["useLoop"]:  # 使用循环的情况下，传入的clickPath就是实际的xpath
            path = loopPath
            # element = loopElement
        else:
            index = 0
            path = para["xpath"]  # 不然使用元素定义的xpath
            # element = self.browser.find_element(
            # By.XPATH, path, iframe=para["iframe"])
        try:
            elements = self.browser.find_elements(
                By.XPATH, path, iframe=para["iframe"])
            element = elements[index]
            try:
                ActionChains(self.browser).move_to_element(element).perform()
            except:
                print("移动鼠标到元素失败:", para["xpath"])
                print("Failed to move mouse to element:", para["xpath"])
        except:
            print("找不到元素:", para["xpath"])
            print("Cannot find element:", para["xpath"])

    # 执行节点关键函数部分

    def executeNode(self, nodeId, loopValue="", loopPath="", index=0):
        node = self.procedure[nodeId]
        WebDriverWait(self.browser, 10).until
        # 等待元素出现才进行操作，10秒内未出现则报错
        (EC.visibility_of_element_located(
            (By.XPATH, node["parameters"]["xpath"])))

        # 根据不同选项执行不同操作
        if node["option"] == 0 or node["option"] == 10:  # root操作,条件分支操作
            for i in node["sequence"]:  # 从根节点开始向下读取
                self.executeNode(i, loopValue, loopPath, index)
        elif node["option"] == 1:  # 打开网页操作
            self.recordLog("openPage")
            self.openPage(node["parameters"], loopValue)
        elif node["option"] == 2:  # 点击元素
            self.recordLog("Click")
            self.clickElement(node["parameters"], loopValue, loopPath, index)
        elif node["option"] == 3:  # 提取数据
            self.recordLog("getData")
            self.getData(node["parameters"], loopValue, node["isInLoop"],
                         parentPath=loopPath, index=index)
            self.saveData()
        elif node["option"] == 4:  # 输入文字
            self.inputInfo(node["parameters"], loopValue)
        elif node["option"] == 5:  # 自定义操作
            self.customOperation(node, loopValue, loopPath, index)
            self.saveData()
        elif node["option"] == 6:  # 切换下拉框
            self.switchSelect(node["parameters"], loopValue)
        elif node["option"] == 7:  # 鼠标移动到元素上
            self.moveToElement(node["parameters"], loopValue, loopPath, index)
        elif node["option"] == 8:  # 循环
            self.recordLog("loop")
            self.loopExecute(node, loopValue, loopPath, index)  # 执行循环
        elif node["option"] == 9:  # 条件分支
            self.recordLog("judge")
            self.judgeExecute(node, loopValue, loopPath, index)

        # 执行完之后进行等待
        if node["option"] != 0 and node["option"] != 2:  # 点击元素操作单独定义等待时间操作
            waitTime = 0.01  # 默认等待0.01秒
            if node["parameters"]["wait"] >= 0:
                waitTime = node["parameters"]["wait"]
            try:
                waitType = int(node["parameters"]["waitType"])
            except:
                waitType = 0
            if waitType == 0:  # 固定等待时间
                time.sleep(waitTime)
            elif waitType == 1:  # 随机等待时间
                time.sleep(random.uniform(waitTime * 0.5, waitTime * 1.5))
            self.Log("Wait seconds after node executing: ", waitTime)
        self.event.wait()  # 等待事件结束

    # 对判断条件的处理

    def judgeExecute(self, node, loopElement, clickPath="", index=0):
        executeBranchId = 0  # 要执行的BranchId
        for i in node["sequence"]:
            cnode = self.procedure[i]  # 获得条件分支
            tType = int(cnode["parameters"]["class"])  # 获得判断条件类型
            if tType == 0:  # 什么条件都没有
                executeBranchId = i
                break
            elif tType == 1:  # 当前页面包含文本
                try:
                    bodyText = self.browser.find_element(
                        By.CSS_SELECTOR, "body", iframe=cnode["parameters"]["iframe"]).text
                    if bodyText.find(cnode["parameters"]["value"]) >= 0:
                        executeBranchId = i
                        break
                except:  # 找不到元素下一个条件
                    continue
            elif tType == 2:  # 当前页面包含元素
                try:
                    if self.browser.find_element(By.XPATH, cnode["parameters"]["value"], iframe=cnode["parameters"]["iframe"]):
                        executeBranchId = i
                        break
                except:  # 找不到元素或者xpath写错了，下一个条件
                    continue
            elif tType == 3:  # 当前循环元素包括文本
                try:
                    if loopElement.text.find(cnode["parameters"]["value"]) >= 0:
                        executeBranchId = i
                        break
                except:  # 找不到元素或者xpath写错了，下一个条件
                    continue
            elif tType == 4:  # 当前循环元素包括元素
                try:
                    if loopElement.find_element(By.XPATH, cnode["parameters"]["value"][1:]):
                        executeBranchId = i
                        break
                except:  # 找不到元素或者xpath写错了，下一个条件
                    continue
            elif tType <= 7:  # JS命令返回值
                if tType == 5:  # JS命令返回值等于
                    output = self.execute_code(
                        0, cnode["parameters"]["code"], cnode["parameters"]["waitTime"], iframe=cnode["parameters"]["iframe"])
                elif tType == 6:  # System
                    output = self.execute_code(
                        1, cnode["parameters"]["code"], cnode["parameters"]["waitTime"], iframe=cnode["parameters"]["iframe"])
                elif tType == 7:  # 针对当前循环项的JS命令返回值
                    output = self.execute_code(
                        2, cnode["parameters"]["code"], cnode["parameters"]["waitTime"], loopElement, iframe=cnode["parameters"]["iframe"])
                try:
                    if output.find("rue") != -1:  # 如果返回值中包含true
                        code = 1
                    else:
                        code = int(output)
                except:
                    code = 0
                if code > 0:
                    executeBranchId = i
                    break
        # rt.end()
        if executeBranchId != 0:
            self.executeNode(executeBranchId, loopElement, clickPath, index)

    # 对循环的处理
    def loopExecute(self, node, loopValue, clickPath="", index=0):
        time.sleep(0.1)  # 第一次执行循环的时候强制等待1秒
        # self.Log("循环执行前等待0.1秒")
        self.Log("Wait 0.1 second before loop")
        thisHandle = self.browser.current_window_handle  # 记录本次循环内的标签页的ID
        thisHistoryLength = self.browser.execute_script(
            'return history.length')  # 记录本次循环内的history的length
        self.history["index"] = thisHistoryLength
        self.history["handle"] = thisHandle
        if int(node["parameters"]["loopType"]) == 0:  # 单个元素循环
            # 无跳转标签页操作
            count = 0  # 执行次数
            bodyText = "-"
            while True:  # do while循环
                try:
                    finished = False
                    # newBodyText = self.browser.page_source
                    # newBodyText = self.browser.find_element(By.XPATH, "//body").text
                    newBodyText = self.browser.find_element(By.CSS_SELECTOR, "body", iframe=node["parameters"]["iframe"]).text
                    if newBodyText == bodyText:  # 如果页面内容无变化
                        print("页面已检测不到新内容，停止循环。")
                        print("No new content detected on the page, stop loop.")
                        finished = True
                        break
                    else:
                        if node["parameters"]["exitCount"] == 0:
                            print("检测到页面变化，继续循环。")
                            print("Page changed detected, continue loop.")
                        bodyText = newBodyText
                    element = self.browser.find_element(
                        By.XPATH, node["parameters"]["xpath"], iframe=node["parameters"]["iframe"])
                    for i in node["sequence"]:  # 挨个执行操作
                        self.executeNode(
                            i, element, node["parameters"]["xpath"], 0)
                        if self.BREAK or self.CONTINUE: # 如果有break操作，下面的操作不执行
                            self.CONTINUE = False
                            break
                    if self.BREAK: # 如果有break操作，退出循环
                        self.BREAK = False
                        finished = True
                        break
                    finished = True
                    self.Log("Click: ", node["parameters"]["xpath"])
                    self.recordLog("Click:" + node["parameters"]["xpath"])
                except NoSuchElementException:
                    # except:
                    print("Single loop element not found: ",
                          node["parameters"]["xpath"])
                    print("找不到要循环的单个元素: ", node["parameters"]["xpath"])
                    self.recordLog(
                        "Single loop element not found: " + node["parameters"]["xpath"])
                    for i in node["sequence"]:  # 不带点击元素的把剩余的如提取数据的操作执行一遍
                        if node["option"] != 2:
                            self.executeNode(
                                i, None, node["parameters"]["xpath"], 0)
                    finished = True
                    break  # 如果找不到元素，退出循环
                finally:
                    if not finished:
                        print("\n\n-------Retrying-------\n\n")
                        self.Log("-------Retrying-------: ",
                                 node["parameters"]["xpath"])
                        self.recordLog("ClickNotFound:" +
                                       node["parameters"]["xpath"])
                        for i in node["sequence"]:  # 不带点击元素的把剩余的如提取数据的操作执行一遍
                            if node["option"] != 2:
                                self.executeNode(
                                    i, None, node["parameters"]["xpath"], 0)
                        break  # 如果找不到元素，退出循环
                count = count + 1
                self.Log("Page: ", count)
                self.recordLog("Page:" + str(count))
                # print(node["parameters"]["exitCount"], "-------")
                if node["parameters"]["exitCount"] == count:  # 如果达到设置的退出循环条件的话
                    break
                if int(node["parameters"]["breakMode"]) > 0:  # 如果设置了退出循环的脚本条件
                    output = self.execute_code(int(
                        node["parameters"]["breakMode"]) - 1, node["parameters"]["breakCode"], node["parameters"]["breakCodeWaitTime"], iframe=node["parameters"]["iframe"])
                    code = get_output_code(output)
                    if code <= 0:
                        break
        elif int(node["parameters"]["loopType"]) == 1:  # 不固定元素列表
            try:
                elements = self.browser.find_elements(By.XPATH,
                                                      node["parameters"]["xpath"], iframe=node["parameters"]["iframe"])
                if len(elements) == 0:
                    print("Loop element not found: ",
                          node["parameters"]["xpath"])
                    print("找不到循环元素: ", node["parameters"]["xpath"])
                    self.recordLog("pathNotFound: " +
                                   node["parameters"]["xpath"])
                for index in range(len(elements)):
                    for i in node["sequence"]:  # 挨个顺序执行循环里所有的操作
                        self.executeNode(i, elements[index],
                                         node["parameters"]["xpath"], index)
                        if self.BREAK or self.CONTINUE: # 如果有break操作，下面的操作不执行
                            self.CONTINUE = False
                            break
                    if self.BREAK:
                        self.BREAK = False
                        break
                    try:
                        changed_handle = self.browser.current_window_handle != thisHandle
                    except: # 如果网页被意外关闭了的情况下
                        self.browser.switch_to.window(
                                    self.browser.window_handles[-1])
                        changed_handle = self.browser.window_handles[-1] != thisHandle
                    if changed_handle:  # 如果执行完一次循环之后标签页的位置发生了变化
                        try:
                            while True:  # 一直关闭窗口直到当前标签页
                                self.browser.close()  # 关闭使用完的标签页
                                self.browser.switch_to.window(
                                    self.browser.window_handles[-1])
                                if self.browser.current_window_handle == thisHandle:
                                    break
                        except Exception as e:
                            print("关闭标签页发生错误：", e)
                            print("Error occurred while closing tab: ", e)
                    if self.history["index"] != thisHistoryLength and self.history[
                            "handle"] == self.browser.current_window_handle:  # 如果执行完一次循环之后历史记录发生了变化，注意当前页面的判断
                        difference = thisHistoryLength - \
                            self.history["index"]  # 计算历史记录变化差值
                        self.browser.execute_script(
                            'history.go(' + str(difference) + ')')  # 回退历史记录
                        # if node["parameters"]["historyWait"] > 2:  # 回退后要等待的时间
                        time.sleep(node["parameters"]["historyWait"])
                        # else:
                        # time.sleep(2)
                        # 切换历史记录等待：
                        self.Log("Change history back time or:",
                                 node["parameters"]["historyWait"])
                        try:
                            self.browser.execute_script('window.stop()')
                        except:
                            pass
                    if int(node["parameters"]["breakMode"]) > 0:  # 如果设置了退出循环的脚本条件
                        output = self.execute_code(int(
                            node["parameters"]["breakMode"]) - 1, node["parameters"]["breakCode"], node["parameters"]["breakCodeWaitTime"], iframe=node["parameters"]["iframe"])
                        code = get_output_code(output)
                        if code <= 0:
                            break
            except NoSuchElementException:
                print("Loop element not found: ", node["parameters"]["xpath"])
                print("找不到循环元素: ", node["parameters"]["xpath"])
                self.recordLog("pathNotFound: " + node["parameters"]["xpath"])
            except Exception as e:
                raise
        elif int(node["parameters"]["loopType"]) == 2:  # 固定元素列表
            # 千万不要忘了分割！！
            for path in node["parameters"]["pathList"].split("\n"):
                try:
                    element = self.browser.find_element(
                        By.XPATH, path, iframe=node["parameters"]["iframe"])
                    for i in node["sequence"]:  # 挨个执行操作
                        self.executeNode(i, element, path, 0)
                        if self.BREAK or self.CONTINUE: # 如果有break操作，下面的操作不执行
                            self.CONTINUE = False
                            break
                    if self.BREAK:
                        self.BREAK = False
                        break
                    try:
                        changed_handle = self.browser.current_window_handle != thisHandle
                    except: # 如果网页被意外关闭了的情况下
                        self.browser.switch_to.window(
                                    self.browser.window_handles[-1])
                        changed_handle = self.browser.window_handles[-1] != thisHandle
                    if changed_handle:  # 如果执行完一次循环之后标签页的位置发生了变化
                        try:
                            while True:  # 一直关闭窗口直到当前标签页
                                self.browser.close()  # 关闭使用完的标签页
                                self.browser.switch_to.window(
                                    self.browser.window_handles[-1])
                                if self.browser.current_window_handle == thisHandle:
                                    break
                        except Exception as e:
                            print("关闭标签页发生错误：", e)
                            print("Error occurred while closing tab: ", e)
                    if self.history["index"] != thisHistoryLength and self.history[
                            "handle"] == self.browser.current_window_handle:  # 如果执行完一次循环之后历史记录发生了变化，注意当前页面的判断
                        difference = thisHistoryLength - \
                            self.history["index"]  # 计算历史记录变化差值
                        self.browser.execute_script(
                            'history.go(' + str(difference) + ')')  # 回退历史记录
                        # if node["parameters"]["historyWait"] > 2:  # 回退后要等待的时间
                        time.sleep(node["parameters"]["historyWait"])
                        # else:
                        # time.sleep(2)
                        self.Log("Change history back time or:",
                                 node["parameters"]["historyWait"])
                        try:
                            self.browser.execute_script('window.stop()')
                        except:
                            pass
                except NoSuchElementException:
                    print("Loop element not found: ", path)
                    print("找不到循环元素: ", path)
                    self.recordLog("pathNotFound: " + path)
                    continue  # 循环中找不到元素就略过操作
                except Exception as e:
                    raise
                if int(node["parameters"]["breakMode"]) > 0:  # 如果设置了退出循环的脚本条件
                    output = self.execute_code(int(
                        node["parameters"]["breakMode"]) - 1, node["parameters"]["breakCode"], node["parameters"]["breakCodeWaitTime"], iframe=node["parameters"]["iframe"])
                    code = get_output_code(output)
                    if code <= 0:
                        break
        elif int(node["parameters"]["loopType"]) == 3:  # 固定文本列表
            textList = node["parameters"]["textList"].split("\n")
            for text in textList:
                self.recordLog("input: " + text)
                for i in node["sequence"]:  # 挨个执行操作
                    self.executeNode(i, text, "", 0)
                    if self.BREAK or self.CONTINUE: # 如果有break操作，下面的操作不执行
                        self.CONTINUE = False
                        break
                if self.BREAK:
                    self.BREAK = False
                    break
                if int(node["parameters"]["breakMode"]) > 0:  # 如果设置了退出循环的脚本条件
                    output = self.execute_code(int(
                        node["parameters"]["breakMode"]) - 1, node["parameters"]["breakCode"], node["parameters"]["breakCodeWaitTime"], iframe=node["parameters"]["iframe"])
                    code = get_output_code(output)
                    if code <= 0:
                        break
        elif int(node["parameters"]["loopType"]) == 4:  # 固定网址列表
            # tempList = node["parameters"]["textList"].split("\r\n")
            urlList = list(
                filter(isnull, node["parameters"]["textList"].split("\n")))  # 去空行
            # urlList = []
            # for url in tempList:
            #     if url != "":
            #         urlList.append(url)
            for url in urlList:
                self.recordLog("input: " + url)
                for i in node["sequence"]:
                    self.executeNode(i, url, "", 0)
                    if self.BREAK or self.CONTINUE: # 如果有break操作，下面的操作不执行
                        self.CONTINUE = False
                        break
                if self.BREAK:
                    self.BREAK = False
                    break
                if int(node["parameters"]["breakMode"]) > 0:  # 如果设置了退出循环的脚本条件
                    output = self.execute_code(int(
                        node["parameters"]["breakMode"]) - 1, node["parameters"]["breakCode"], node["parameters"]["breakCodeWaitTime"], iframe=node["parameters"]["iframe"])
                    code = get_output_code(output)
                    if code <= 0:
                        break
        elif int(node["parameters"]["loopType"]) <= 6:  # 命令返回值
            while True:  # do while循环
                if int(node["parameters"]["loopType"]) == 5:  # JS
                    output = self.execute_code(
                        0, node["parameters"]["code"], node["parameters"]["waitTime"], iframe=node["parameters"]["iframe"])
                elif int(node["parameters"]["loopType"]) == 6:  # System
                    output = self.execute_code(
                        1, node["parameters"]["code"], node["parameters"]["waitTime"], iframe=node["parameters"]["iframe"])
                code = get_output_code(output)
                if code <= 0:
                    break
                for i in node["sequence"]:  # 挨个执行操作
                    self.executeNode(i, code, node["parameters"]["xpath"], 0)
                    if self.BREAK or self.CONTINUE: # 如果有break操作，下面的操作不执行
                        self.CONTINUE = False
                        break
                if self.BREAK:
                    self.BREAK = False
                    break
        self.history["index"] = thisHistoryLength
        self.history["handle"] = self.browser.current_window_handle
        self.scrollDown(node["parameters"])

    # 打开网页事件
    def openPage(self, para, loopValue):
        time.sleep(1)  # 打开网页后强行等待至少1秒
        if len(self.browser.window_handles) > 1:
            self.browser.switch_to.window(
                self.browser.window_handles[-1])  # 打开网页操作从第1个页面开始
            try:
                self.browser.close()
            except:
                pass
        self.browser.switch_to.window(
            self.browser.window_handles[0])  # 打开网页操作从第1个页面开始
        self.history["handle"] = self.browser.current_window_handle
        if para["useLoop"]:
            url = loopValue
        elif para["url"] != "about:blank":
            url = self.links[self.urlId]
            # clear output parameters
            for key in self.outputParameters:
                self.outputParameters[key] = ""
        else:
            url = list(filter(isnull, para["links"].split("\n")))[0]
        # 将value中的Field[""]替换为outputParameters中的键值
        pattern = r'Field\["([^"]+)"\]'
        try:
            replaced_text = re.sub(
                pattern, lambda match: self.outputParameters.get(match.group(1), ''), url)
        except:
            replaced_text = url
        url = replaced_text
        try:
            maxWaitTime = int(para["maxWaitTime"])
        except:
            maxWaitTime = 10  # 默认最大等待时间为10秒
        try:
            self.browser.set_page_load_timeout(maxWaitTime)  # 加载页面最大超时时间
            self.browser.set_script_timeout(maxWaitTime)
            self.browser.get(url)
            if para["cookies"] != "":
                self.browser.delete_all_cookies()  # 清除所有已有cookie
                cookies = para["cookies"].split('\n')
                for cookie in cookies:
                    name, value = cookie.split('=', 1)
                    cookie_dict = {'name': name, 'value': value}
                    # 加载 cookie
                    self.browser.add_cookie(cookie_dict)
            self.Log('Loading page: ' + url)
            self.recordLog('Loading page: ' + url)
        except TimeoutException:
            self.Log('Time out after set seconds when loading page: ' + url)
            self.recordLog(
                'Time out after set seconds when loading page: ' + url)
            try:
                self.browser.execute_script('window.stop()')
            except:
                pass
        except Exception as e:
            print("Failed to load page: " + url)
            self.recordLog('Failed to load page: ' + url)
        try:
            self.history["index"] = self.browser.execute_script(
                "return history.length")
        except TimeoutException:
            try:
                self.browser.execute_script('window.stop()')
                self.history["index"] = self.browser.execute_script(
                    "return history.length")
            except:
                self.history["index"] = 0
        self.scrollDown(para)  # 控制屏幕向下滚动

    # 键盘输入事件
    def inputInfo(self, para, loopValue):
        time.sleep(0.1)  # 输入之前等待0.1秒
        self.Log("Wait 0.1 second before input")
        try:
            textbox = self.browser.find_element(
                By.XPATH, para["xpath"], iframe=para["iframe"])
            #     textbox.send_keys(Keys.CONTROL, 'a')
            #     textbox.send_keys(Keys.BACKSPACE)
            self.execute_code(
                2, para["beforeJS"], para["beforeJSWaitTime"], textbox, iframe=para["iframe"])  # 执行前置JS
            # Send the HOME key
            textbox.send_keys(Keys.HOME)
            # Send the SHIFT + END key combination
            textbox.send_keys(Keys.SHIFT, Keys.END)
            # Send the DELETE key
            textbox.send_keys(Keys.DELETE)
            value = ""
            if para["useLoop"]:
                value = loopValue
            else:
                value = para["value"]
            # 将value中的Field[""]替换为outputParameters中的键值
            pattern = r'Field\["([^"]+)"\]'
            try:
                replaced_text = re.sub(
                    pattern, lambda match: self.outputParameters.get(match.group(1), ''), value)
                replaced_text = re.sub(
                    '<enter>', '', replaced_text, flags=re.IGNORECASE)
            except:
                replaced_text = value
            index = para["index"]
            if index != 0:
                try:
                    replaced_text = replaced_text.split("~")[index - 1]
                except:
                    print("取值失败，可能是因为取值索引超出范围，将使用整个文本值")
                    print("Failed to get value, maybe because the index is out of range, will use the entire text value")
            textbox.send_keys(replaced_text)
            if value.lower().find("<enter>") >= 0:
                textbox.send_keys(Keys.ENTER)
            self.execute_code(
                2, para["afterJS"], para["afterJSWaitTime"], textbox, iframe=para["iframe"])  # 执行后置js
        except:
            print("Cannot find input box element:" +
                  para["xpath"] + ", please try to set the wait time before executing this operation")
            print("找不到输入框元素:" + para["xpath"] + "，请尝试在执行此操作前设置等待时间")
            self.recordLog("Cannot find input box element:" +
                           para["xpath"] + "Please try to set the wait time before executing this operation")

    # 点击元素事件

    def clickElement(self, para, loopElement=None, clickPath="", index=0):
        try:
            maxWaitTime = int(para["maxWaitTime"])
        except:
            maxWaitTime = 10
        self.browser.set_page_load_timeout(maxWaitTime)  # 加载页面最大超时时间
        self.browser.set_script_timeout(maxWaitTime)
        # 点击前对该元素执行一段JavaScript代码
        try:
            # element = self.browser.find_element(
            #     By.XPATH, path, iframe=para["iframe"])
            if para["useLoop"]:  # 使用循环的情况下，传入的clickPath就是实际的xpath
                path = clickPath
                # element = loopElement
            else:
                index = 0
                path = para["xpath"]  # 不然使用元素定义的xpath
                # element = self.browser.find_element(
                #     By.XPATH, path, iframe=para["iframe"])
            elements = self.browser.find_elements(
                By.XPATH, path, iframe=para["iframe"])
            element = elements[index]
            if para["beforeJS"] != "":
                self.execute_code(2, para["beforeJS"],
                                  para["beforeJSWaitTime"], element, iframe=para["iframe"])
        except:
            print("Cannot find element:" +
                  path + ", please try to set the wait time before executing this operation")
            print("找不到要点击的元素:" + path + "，请尝试在执行此操作前设置等待时间")
            self.recordLog("Cannot find element:" +
                           path + ", please try to set the wait time before executing this operation")
        tempHandleNum = len(self.browser.window_handles)  # 记录之前的窗口位置
        try:
            click_way = int(para["clickWay"])
        except:
            click_way = 0
        try:
            if click_way == 0:  # 用selenium的点击方法
                actions = ActionChains(self.browser)  # 实例化一个action对象
                actions.click(element).perform()
            elif click_way == 1:  # 用js的点击方法
                script = 'var result = document.evaluate(`' + path + \
                    '`, document, null, XPathResult.ANY_TYPE, null);for(let i=0;i<arguments[0];i++){result.iterateNext();} result.iterateNext().click();'
                self.browser.execute_script(script, str(index))  # 用js的点击方法
        except TimeoutException:
            self.Log('Time out after set seconds when loading clicked page')
            self.recordLog(
                'Time out after set seconds when loading clicked page')
            try:
                self.browser.execute_script('window.stop()')
            except:
                pass
        except Exception as e:
            self.Log(e)
            self.recordLog(str(e))
        # 点击后对该元素执行一段JavaScript代码
        try:
            if para["afterJS"] != "":
                element = self.browser.find_element(
                    By.XPATH, path, iframe=para["iframe"])
                self.execute_code(2, para["afterJS"],
                                  para["afterJSWaitTime"], element, iframe=para["iframe"])
        except:
            print("Cannot find element:" + path)
            self.recordLog("Cannot find element:" +
                           path + ", please try to set the wait time before executing this operation")
            print("找不到要点击的元素:" + path + "，请尝试在执行此操作前设置等待时间")
        waitTime = float(para["wait"]) + 0.01  # 点击之后等待
        try:
            waitType = int(para["waitType"])
        except:
            waitType = 0
        if waitType == 0:  # 固定等待时间
            time.sleep(waitTime)
        elif waitType == 1:  # 随机等待时间
            time.sleep(random.uniform(waitTime * 0.5, waitTime * 1.5))
        if tempHandleNum != len(self.browser.window_handles):  # 如果有新标签页的行为发生
            self.browser.switch_to.window(
                self.browser.window_handles[-1])  # 跳转到新的标签页
            self.history["handle"] = self.browser.current_window_handle
            try:
                self.history["index"] = self.browser.execute_script(
                    "return history.length")
            except TimeoutException:
                try:
                    self.browser.execute_script('window.stop()')
                except:
                    pass
                self.history["index"] = self.browser.execute_script(
                    "return history.length")
        else:
            try:
                self.history["index"] = self.browser.execute_script(
                    "return history.length")
            except TimeoutException:
                try:
                    self.browser.execute_script('window.stop()')
                except:
                    pass
                self.history["index"] = self.browser.execute_script(
                    "return history.length")
                # 如果打开了新窗口，切换到新窗口
        self.scrollDown(para)  # 根据参数配置向下滚动
        # rt.end()

    def get_content(self, p, element):
        content = ""
        if p["contentType"] == 0:
            # 先处理特殊节点类型
            if p["nodeType"] == 2:
                if element.get_attribute("href") != None:
                    content = element.get_attribute("href")
                else:
                    content = ""
            elif p["nodeType"] == 3:
                if element.get_attribute("value") != None:
                    content = element.get_attribute("value")
                else:
                    content = ""
            elif p["nodeType"] == 4:  # 图片
                if element.get_attribute("src") != None:
                    content = element.get_attribute("src")
                else:
                    content = ""
                try:
                    downloadPic = p["downloadPic"]
                except:
                    downloadPic = 0
                if downloadPic == 1:
                    download_image(content, "Data/Task_" +
                                   str(self.id) + "/" + self.saveName + "/")
            else:  # 普通节点
                content = element.text
        elif p["contentType"] == 1:  # 只采集当期元素下的文本，不包括子元素
            if p["nodeType"] == 2:
                if element.get_attribute("href") != None:
                    content = element.get_attribute("href")
                else:
                    content = ""
            elif p["nodeType"] == 3:
                if element.get_attribute("value") != None:
                    content = element.get_attribute("value")
                else:
                    content = ""
            elif p["nodeType"] == 4:  # 图片
                if element.get_attribute("src") != None:
                    content = element.get_attribute("src")
                else:
                    content = ""
                try:
                    downloadPic = p["downloadPic"]
                except:
                    downloadPic = 0
                if downloadPic == 1:
                    download_image(content, "Data/Task_" +
                                   str(self.id) + "/" + self.saveName + "/")
            else:
                command = 'var arr = [];\
                var content = arguments[0];\
                for(var i = 0, len = content.childNodes.length; i < len; i++) {\
                    if(content.childNodes[i].nodeType === 3){  \
                        arr.push(content.childNodes[i].nodeValue);\
                    }\
                }\
                var str = arr.join(" "); \
                return str;'
                content = self.browser.execute_script(command, element).replace(
                    "\n", "").replace("\\s+", " ")
        elif p["contentType"] == 2:
            content = element.get_attribute('innerHTML')
        elif p["contentType"] == 3:
            content = element.get_attribute('outerHTML')
        elif p["contentType"] == 4:
            # 获取元素的背景图片地址
            bg_url = element.value_of_css_property('background-image')
            # 清除背景图片地址中的多余字符
            bg_url = bg_url.replace('url("', '').replace('")', '')
            content = bg_url
        elif p["contentType"] == 5:
            content = self.browser.current_url
        elif p["contentType"] == 6:
            content = self.browser.title
        elif p["contentType"] == 7:
            # 获取整个网页的高度和宽度
            height = self.browser.execute_script(
                "return document.body.scrollHeight")
            width = self.browser.execute_script(
                "return document.body.scrollWidth")
            # 调整浏览器窗口的大小
            self.browser.set_window_size(width, height)
            element.screenshot("Data/Task_" + str(self.id) + "/" + self.saveName +
                               "/" + str(time.time()) + ".png")
        elif p["contentType"] == 8:
            try:
                screenshot = element.screenshot_as_png
                screenshot_stream = io.BytesIO(screenshot)
                # 使用Pillow库打开截图，并转换为灰度图像
                image = Image.open(screenshot_stream).convert('L')
                # 使用Tesseract OCR引擎识别图像中的文本 
                content = pytesseract.image_to_string(image,  lang='chi_sim+eng')
            except Exception as e:
                try:
                    print("识别中文失败，尝试只识别英文")
                    print("Failed to recognize Chinese, try to recognize English only")
                    screenshot = element.screenshot_as_png
                    screenshot_stream = io.BytesIO(screenshot)
                    # 使用Pillow库打开截图，并转换为灰度图像
                    image = Image.open(screenshot_stream).convert('L')
                    # 使用Tesseract OCR引擎识别图像中的文本 
                    content = pytesseract.image_to_string(image,  lang='eng')
                except Exception as e:              
                    content = "OCR Error"
                    print(e)
                    if sys.platform == "win32":
                        print("要使用OCR识别功能，你需要安装Tesseract-OCR并将其添加到环境变量PATH中（添加后需重启EasySpider）：https://blog.csdn.net/u010454030/article/details/80515501")
                        print("\nhttps://www.bilibili.com/video/BV1GP411y7u4/")
                    elif sys.platform == "darwin":
                        print(
                            "注意以上错误，要使用OCR识别功能，你需要安装Tesseract-OCR并将其添加到环境变量PATH中（添加后需重启EasySpider）：https://zhuanlan.zhihu.com/p/146044810")
                    elif sys.platform == "linux":
                        print(
                            "注意以上错误，要使用OCR识别功能，你需要安装Tesseract-OCR并将其添加到环境变量PATH中（添加后需重启EasySpider）：https://zhuanlan.zhihu.com/p/420259031")
                    else:
                        print("注意以上错误，要使用OCR识别功能，你需要安装Tesseract-OCR并将其添加到环境变量PATH中（添加后需重启EasySpider）：https://blog.csdn.net/u010454030/article/details/80515501")
                        print("\nhttps://www.bilibili.com/video/BV1GP411y7u4/")
                    print("To use OCR, You need to install Tesseract-OCR and add it to the environment variable PATH (need to restart EasySpider after you put in PATH): https://tesseract-ocr.github.io/tessdoc/Installation.html")
        elif p["contentType"] == 9:
            content = self.execute_code(
                2, p["JS"], p["JSWaitTime"], element, iframe=p["iframe"])
        elif p["contentType"] == 12: # 系统命令返回值
            content = self.execute_code(1, p["JS"], p["JSWaitTime"])
        elif p["contentType"] == 10:  # 下拉框选中的值
            try:
                select_element = Select(element)
                content = select_element.first_selected_option.get_attribute(
                    "value")
            except:
                content = ""
        elif p["contentType"] == 11:  # 下拉框选中的文本
            try:
                select_element = Select(element)
                content = select_element.first_selected_option.text
            except:
                content = ""
        return content

    def clearOutputParameters(self):
        for key in self.outputParameters:
            self.outputParameters[key] = ""

    # 提取数据事件
    def getData(self, para, loopElement, isInLoop=True, parentPath="", index=0):
        if para["clear"] == 1:
            self.clearOutputParameters()
        try:
            pageHTML = etree.HTML(self.browser.page_source)
        except:
            pageHTML = etree.HTML("")
        if loopElement != "":  # 只在数据在循环中提取时才需要获取循环元素
            try:
                loopElementOuterHTML = loopElement.get_attribute('outerHTML')
            except:
                try:  # 循环点击每个链接如果没有新标签页打开，loopElement会丢失，此时需要重新获取
                    elements = self.browser.find_elements(
                        By.XPATH, parentPath, iframe=para["paras"][0]["iframe"])
                    loopElement = elements[index]
                    loopElementOuterHTML = loopElement.get_attribute(
                        'outerHTML')
                except:
                    loopElementOuterHTML = ""
        else:
            loopElementOuterHTML = ""
        loopElementHTML = etree.HTML(loopElementOuterHTML)
        for p in para["paras"]:
            if p["optimizable"]:
                try:
                    # 只有当前环境不变变化才可以快速提取数据
                    if self.browser.iframe_env != p["iframe"]:
                        p["optimizable"] = False
                        continue
                    # p["relativeXPath"] = p["relativeXPath"].lower()
                    # p["relativeXPath"] = lowercase_tags_in_xpath(p["relativeXPath"])
                    # 已经有text()或@href了，不需要再加
                    content_type = ""
                    if p["relativeXPath"].find("/@href") >= 0 or p["relativeXPath"].find("/text()") >= 0 or p["relativeXPath"].find("::text()") >= 0:
                        content_type = ""
                    elif p["nodeType"] == 2:
                        content_type = "/@href"
                    elif p["contentType"] == 1:
                        content_type = "/text()"
                    elif p["contentType"] == 0:
                        content_type = "//text()"
                    xpath = p["relativeXPath"] + content_type
                    if p["relative"]:
                        # if p["relativeXPath"] == "":
                        #     content = [loopElementHTML]
                        # else:
                        # 如果字串里有//即子孙查找，则不动语句
                        if p["relativeXPath"].find("//") >= 0:
                            if xpath.startswith("/"): 
                                full_path = "(" + parentPath  + ")" + \
                                        "[" + str(index + 1) + "]"+ \
                                        p["relativeXPath"] + content_type
                            else: # 如果是id()这种形式，不需要包parentPath
                                full_path = xpath
                            try:
                                content = pageHTML.xpath(full_path)
                            except:
                                content = []
                        elif not p["relativeXPath"].startswith("/"): # 如果是id()这种形式，不需要包/html/body
                            try:
                                content = loopElementHTML.xpath(xpath)
                            except:
                                content = []
                        else:
                            content = loopElementHTML.xpath(
                                "/html/body/" + loopElementHTML[0][0].tag + xpath)
                    else:
                        if xpath.find("/body") < 0 and xpath.startswith("/"): # 如果是id()或(//div)[1]这种形式，不需要包/html/body
                            xpath = "/html/body" + xpath
                        content = pageHTML.xpath(xpath)
                    if len(content) > 0:
                        # html = etree.tostring(content[0], encoding='utf-8').decode('utf-8')
                        # 拼接所有文本内容并去掉两边的空白
                        content = ' '.join(result.strip()
                                           for result in content if result.strip())
                        if p["nodeType"] == 2:
                            base_url = self.browser.current_url
                            content = urljoin(base_url, content) # 合并链接相对路径为绝对路径
                    else:
                        content = p["default"]
                        if not self.dataNotFoundKeys[p["name"]]:
                            print('Element %s not found with parameter name %s when extracting data, use default, this error will only show once' % (
                                p["relativeXPath"], p["name"]))
                            print("提取数据操作时，字段名 %s 对应XPath %s 未找到，使用默认值，本字段将不再重复报错" % (
                                p["name"], p["relativeXPath"]))
                            self.dataNotFoundKeys[p["name"]] = True
                            self.recordLog(
                                'Element %s not found, use default' % p["relativeXPath"])
                except Exception as e:
                    if not self.dataNotFoundKeys[p["name"]]:
                        print('Element %s not found with parameter name %s when extracting data, use default, this error will only show once' % (
                            p["relativeXPath"], p["name"]))
                        print("提取数据操作时，字段名 %s 对应XPath %s 未找到（请查看原因，如是否翻页太快页面元素未加载出来），使用默认值，本字段将不再重复报错" % (
                            p["name"], p["relativeXPath"]))
                        self.dataNotFoundKeys[p["name"]] = True
                        self.recordLog(
                            'Element %s not found, use default' % p["relativeXPath"])
                self.outputParameters[p["name"]] = content

        # 对于不能优化的操作，使用selenium执行
        for p in para["paras"]:
            if not p["optimizable"]:
                content = ""
                if not (p["contentType"] == 5 or p["contentType"] == 6):  # 如果不是页面标题或URL，去找元素
                    try:
                        # p["relativeXPath"] = p["relativeXPath"].lower()
                        # p["relativeXPath"] = lowercase_tags_in_xpath(p["relativeXPath"])
                        if p["relative"]:  # 是否相对xpath
                            if p["relativeXPath"] == "":  # 相对xpath有时候就是元素本身，不需要二次查找
                                element = loopElement
                            else:
                                # 如果字串里有//即子孙查找，则不动语句
                                if p["relativeXPath"].find("//") >= 0:
                                    # full_path = "(" + parentPath + \
                                    #     p["relativeXPath"] + ")" + \
                                    #     "[" + str(index + 1) + "]"
                                    full_path = "(" + parentPath + ")" + \
                                        "[" + str(index + 1) + "]" + \
                                        p["relativeXPath"]
                                    element = self.browser.find_element(
                                        By.XPATH, full_path, iframe=p["iframe"])
                                else:
                                    element = loopElement.find_element(By.XPATH,
                                                                       p["relativeXPath"][1:])
                        else:
                            element = self.browser.find_element(
                                By.XPATH, p["relativeXPath"], iframe=p["iframe"])
                    except (NoSuchElementException, InvalidSelectorException, StaleElementReferenceException):  # 找不到元素的时候，使用默认值
                        # print(p)
                        try:
                            content = p["default"]
                        except Exception as e:
                            content = ""
                        self.outputParameters[p["name"]] = content
                        try:
                            if not self.dataNotFoundKeys[p["name"]]:
                                print('Element %s not found with parameter name %s when extracting data, use default, this error will only show once' % (
                                    p["relativeXPath"], p["name"]))
                                print("提取数据操作时，字段名 %s 对应XPath %s 未找到，使用默认值，本字段将不再重复报错" % (
                                    p["name"], p["relativeXPath"]))
                                self.dataNotFoundKeys[p["name"]] = True
                                self.recordLog(
                                    'Element %s not found, use default' % p["relativeXPath"])
                        except:
                            pass
                        continue
                    except TimeoutException:  # 超时的时候设置超时值
                        self.Log('Time out after set seconds when getting data')
                        self.recordLog(
                            'Time out after set seconds when getting data')
                        try:
                            self.browser.execute_script('window.stop()')
                        except:
                            pass
                        if p["relative"]:  # 是否相对xpath
                            if p["relativeXPath"] == "":  # 相对xpath有时候就是元素本身，不需要二次查找
                                element = loopElement
                            else:
                                element = loopElement.find_element(By.XPATH,
                                                                   p["relativeXPath"][1:])
                        else:
                            element = self.browser.find_element(
                                By.XPATH, p["relativeXPath"], iframe=p["iframe"])
                        # rt.end()
                else:
                    element = self.browser.find_element(
                        By.XPATH, "//body", iframe=p["iframe"])
                try:
                    self.execute_code(
                        2, p["beforeJS"], p["beforeJSWaitTime"], element, iframe=p["iframe"])  # 执行前置js
                    content = self.get_content(p, element)
                except StaleElementReferenceException:  # 发生找不到元素的异常后，等待几秒重新查找
                    self.recordLog(
                        'StaleElementReferenceException: '+p["relativeXPath"])
                    time.sleep(3)
                    try:
                        if p["relative"]:  # 是否相对xpath
                            if p["relativeXPath"] == "":  # 相对xpath有时候就是元素本身，不需要二次查找
                                element = loopElement
                                self.recordLog(
                                    'StaleElementReferenceException: loopElement')
                            else:
                                element = loopElement.find_element(By.XPATH,
                                                                   p["relativeXPath"][1:])
                                self.recordLog(
                                    'StaleElementReferenceException: loopElement+relativeXPath')
                        else:
                            element = self.browser.find_element(
                                By.XPATH, p["relativeXPath"], iframe=p["iframe"])
                            self.recordLog(
                                'StaleElementReferenceException: relativeXPath')
                        content = self.get_content(p, element)
                    except StaleElementReferenceException:
                        self.recordLog(
                            'StaleElementReferenceException: '+p["relativeXPath"])
                        continue  # 再出现类似问题直接跳过
                self.outputParameters[p["name"]] = content
                self.execute_code(
                    2, p["afterJS"], p["afterJSWaitTime"], element, iframe=p["iframe"])  # 执行后置JS       
        if para["recordASField"] > 0:
            line = new_line(self.outputParameters, self.maxViewLength, self.outputParametersRecord)
            self.OUTPUT.append(line)
        # rt.end()


if __name__ == '__main__':
    # from multiprocessing import freeze_support
    # freeze_support() # 防止无限死循环多开
    config = {
        "id": [0],
        "saved_file_name": "",
        "user_data": False,
        "config_folder": "",
        "config_file_name": "config.json",
        "read_type": "remote",
        "headless": False,
        "server_address": "http://localhost:8074",
        "version": "0.3.6",
    }
    c = Config(config)
    print(c)
    options = Options()
    driver_path = "chromedriver.exe"
    import platform
    print(sys.platform, platform.architecture())
    option = webdriver.ChromeOptions()
    if not os.path.exists(os.getcwd()+"/Data"):
        os.mkdir(os.getcwd()+"/Data")
    if sys.platform == "darwin" and platform.architecture()[0] == "64bit":
        options.binary_location = "EasySpider.app/Contents/Resources/app/chrome_mac64.app/Contents/MacOS/Google Chrome"
        # MacOS需要用option而不是options！
        option.binary_location = "EasySpider.app/Contents/Resources/app/chrome_mac64.app/Contents/MacOS/Google Chrome"
        option.add_extension("EasySpider.app/Contents/Resources/app/XPathHelper.crx")
        options.add_extension("EasySpider.app/Contents/Resources/app/XPathHelper.crx")
        driver_path = "EasySpider.app/Contents/Resources/app/chromedriver_mac64"
        # options.binary_location = "chrome_mac64.app/Contents/MacOS/Google Chrome"
        # # MacOS需要用option而不是options！
        # option.binary_location = "chrome_mac64.app/Contents/MacOS/Google Chrome"
        # driver_path = os.getcwd()+ "/chromedriver_mac64"
        print(driver_path)
        if c.config_folder == "":
            c.config_folder = os.path.expanduser("~/Library/Application Support/EasySpider/")
        # print("Config folder for MacOS:", c.config_folder)
    elif os.path.exists(os.getcwd()+"/EasySpider/resources"):  # 打包后的路径
        print("Finding chromedriver in EasySpider",
              os.getcwd()+"/EasySpider")
        if sys.platform == "win32" and platform.architecture()[0] == "32bit":
            options.binary_location = os.path.join(
                os.getcwd(), "EasySpider/resources/app/chrome_win32/chrome.exe")  # 指定chrome位置
            option.binary_location = os.path.join(
                os.getcwd(), "EasySpider/resources/app/chrome_win32/chrome.exe")  # 指定chrome位置
            driver_path = os.path.join(
                os.getcwd(), "EasySpider/resources/app/chrome_win32/chromedriver_win32.exe")
            option.add_extension("EasySpider/resources/app/XPathHelper.crx")
            options.add_extension("EasySpider/resources/app/XPathHelper.crx")
        elif sys.platform == "win32" and platform.architecture()[0] == "64bit":
            options.binary_location = os.path.join(
                os.getcwd(), "EasySpider/resources/app/chrome_win64/chrome.exe")
            option.binary_location = os.path.join(
                os.getcwd(), "EasySpider/resources/app/chrome_win64/chrome.exe")
            driver_path = os.path.join(
                os.getcwd(), "EasySpider/resources/app/chrome_win64/chromedriver_win64.exe")
            option.add_extension("EasySpider/resources/app/XPathHelper.crx")
            options.add_extension("EasySpider/resources/app/XPathHelper.crx")
        elif sys.platform == "linux" and platform.architecture()[0] == "64bit":
            options.binary_location = "EasySpider/resources/app/chrome_linux64/chrome"
            option.binary_location = "EasySpider/resources/app/chrome_linux64/chrome"
            driver_path = "EasySpider/resources/app/chrome_linux64/chromedriver_linux64"
            option.add_extension("EasySpider/resources/app/XPathHelper.crx")
            options.add_extension("EasySpider/resources/app/XPathHelper.crx")
        else:
            print("Unsupported platform")
            sys.exit()
        print("Chrome location:", options.binary_location)
        print("Chromedriver location:", driver_path)
    # elif os.getcwd().find("ExecuteStage") >= 0:  # 如果直接执行
    #     print("Finding chromedriver in ./Chrome",
    #           os.getcwd()+"/Chrome")
    #     options.binary_location = "./Chrome/chrome.exe"  # 指定chrome位置
    #     # option.binary_location = "C:\\Users\\q9823\\AppData\\Local\\Google\\Chrome\\Application\\chrome.exe"
    #     driver_path = "./Chrome/chromedriver.exe"
    elif os.path.exists(os.getcwd()+"/../ElectronJS"):
        # 软件dev用
        print("Finding chromedriver in EasySpider",
               os.getcwd()+"/ElectronJS")
        option.binary_location = "../ElectronJS/chrome_win64/chrome.exe"  # 指定chrome位置
        options.binary_location = "../ElectronJS/chrome_win64/chrome.exe"  # 指定chrome位置
        driver_path = "../ElectronJS/chrome_win64/chromedriver_win64.exe"
        option.add_extension("../ElectronJS/XPathHelper.crx")
    else:
        options.binary_location = "./chrome.exe"  # 指定chrome位置
        driver_path = "./chromedriver.exe"
        option.add_extension("XPathHelper.crx")

    option.add_experimental_option(
        'excludeSwitches', ['enable-automation'])  # 以开发者模式
    
    # user_data_dir = r''  # 注意没有Default！

    # options.add_argument('--user-data-dir='+p)

    # 总结：
    # 0. 带Cookie需要用userdatadir
    # 1. chrome_options才是配置用户文件和chrome文件地址的正确选项
    # 2. User Profile文件夹的路径是：C:\Users\用户名\AppData\Local\Google\Chrome\User Data不要加Default
    # 3. 就算User Profile相同，chrome版本不同所存储的cookie信息也不同，也不能爬
    # 4. TMALL如果一直弹出验证码，而且无法通过验证，那么需要在其他浏览器上用
    try:
        with open(c.config_folder + c.config_file_name, "r", encoding='utf-8') as f:
            config = json.load(f)
            print("Config file path: " + c.config_folder + c.config_file_name)
            absolute_user_data_folder = config["absolute_user_data_folder"]
            print("\nAbsolute_user_data_folder:",
                  absolute_user_data_folder, "\n")
    except:
        pass
    if c.user_data:
        option.add_argument(
            f'--user-data-dir={absolute_user_data_folder}')  # TMALL 反扒
        option.add_argument("--profile-directory=Default")
        options.add_argument(
            f'--user-data-dir={absolute_user_data_folder}')  # TMALL 反扒
        options.add_argument("--profile-directory=Default")

    if c.headless:
        print("Headless mode")
        print("无头模式")
        option.add_argument("--headless")
        options.add_argument("--headless")

    # options.add_argument(
    #     '--user-data-dir=C:\\Users\\q9823\\AppData\\Local\\Google\\Chrome\\User Data')  # TMALL 反扒
    option.add_argument(
        "--disable-blink-features=AutomationControlled")  # TMALL 反扒
    options.add_argument(
        "--disable-blink-features=AutomationControlled")  # TMALL 反扒

    threads = []
    for i in c.id:
        # print(options)
        print("id: ", i)
        if c.read_type == "remote":
            print("remote")
            content = requests.get(
                c.server_address + "/queryExecutionInstance?id=" + str(i))
            service = json.loads(content.text)  # 加载服务信息
        else:
            print("local")
            with open("execution_instances/" + str(i) + ".json", 'r', encoding='utf-8') as f:
                content = f.read()
                service = json.loads(content)  # 加载服务信息
        print("Task Name:", service["name"])
        print("任务名称:", service["name"])
        try:
            cloudflare = service["cloudflare"]
        except:
            cloudflare = 0
        if cloudflare == 0:
            options.add_argument('log-level=3')  # 隐藏日志
            option.add_argument('log-level=3')  # 隐藏日志
            options.add_experimental_option("prefs", {
                # 设置文件下载路径
                "download.default_directory": "Data/Task_" + str(i),
                "download.prompt_for_download": False,  # 禁止下载提示框
                "plugins.plugins_list": [{"enabled": False, "name": "Chrome PDF Viewer"}],
                "download.directory_upgrade": True,
                "download.extensions_to_open": "applications/pdf",
                "plugins.always_open_pdf_externally": True  # 总是在外部程序中打开PDF
            })
            option.add_experimental_option("prefs", {
                # 设置文件下载路径
                "download.default_directory": "Data/Task_" + str(i),
                "download.prompt_for_download": False,  # 禁止下载提示框
                "plugins.plugins_list": [{"enabled": False, "name": "Chrome PDF Viewer"}],
                "download.directory_upgrade": True,
                "download.extensions_to_open": "applications/pdf",
                "plugins.always_open_pdf_externally": True  # 总是在外部程序中打开PDF
            })
            try:
                if service["environment"] == 1:
                    option.add_experimental_option(
                        'mobileEmulation', {'deviceName': 'iPhone X'})  # 模拟iPhone X浏览
                    options.add_experimental_option(
                        'mobileEmulation', {'deviceName': 'iPhone X'})  # 模拟iPhone X浏览
            except:
                pass
            browser_t = MyChrome(
                options=options, chrome_options=option, executable_path=driver_path)
        elif cloudflare == 1:
            if sys.platform == "win32":
                options.binary_location = "C:\\Program Files\\Google\\Chrome Beta\\Application\\chrome.exe" # 需要用自己的浏览器
                # options.binary_location = "C:\\Program Files\\Google\\Chrome\\Application\\chrome.exe"  # 需要用自己的浏览器
                browser_t = MyUCChrome(
                options=options, driver_executable_path=driver_path)
            else:
                print("Cloudflare模式只支持Windows x64平台。")
                print("Cloudflare Mode only support on Windows x64 platform.")
                sys.exit()
        event = Event()
        event.set()
        thread = BrowserThread(browser_t, i, service,
                               c.version, event, c.saved_file_name, config=config)
        print("Thread with task id: ", i, " is created")
        threads.append(thread)
        thread.start()
        # Set the pause operation
        # if sys.platform != "linux": 
        #     time.sleep(3)
        #     print("\n\n----------------------------------")
        #     print("正在运行任务，长按键盘p键可暂停任务的执行以便手工操作浏览器如输入验证码；如果想恢复任务的执行，请再次长按p键。")
        #     print("Running task, long press 'p' to pause the task for manual operation of the browser such as entering the verification code; If you want to resume the execution of the task, please long press 'p' again.")
        #     print("----------------------------------\n\n")
        #     Thread(target=check_pause, args=("p", event)).start()
        # else:
        time.sleep(3)
        press_time = {"duration": 0, "is_pressed": False}
        print("\n\n----------------------------------")
        print("正在运行任务，长按键盘p键可暂停任务的执行以便手工操作浏览器如输入验证码；如果想恢复任务的执行，请再次长按p键。")
        print("Running task, long press 'p' to pause the task for manual operation of the browser such as entering the verification code; If you want to resume the execution of the task, please long press 'p' again.")
        print("----------------------------------\n\n")
        # if cloudflare:
        #     print("过Cloudflare验证模式有时候会不稳定，如果无法通过验证则需要隔几分钟重试一次，或者可以更换新的用户信息文件夹再执行任务。")
        #     print("Passing the Cloudflare verification mode is sometimes unstable. If the verification fails, you need to try again every few minutes, or you can change to a new user information folder and then execute the task.")
        # 使用监听器监听键盘输入
        try:
            with Listener(on_press=on_press_creator(press_time, event), on_release=on_release_creator(event, press_time)) as listener:
                listener.join()
        except:
            pass
            # print("您的操作系统不支持暂停功能。")
            # print("Your operating system does not support the pause function.")
            
        
    # print("线程长度：", len(threads) )
	
    for thread in threads:
        print()
        thread.join()

    for thread in threads:
        thread.browser.quit()
        # print("Thread with task id: ", thread.id, " is closed")
        print("程序已运行完成，请手动关闭此窗口。")
        print("The program has finished running, please manually close this window.")