更新 pa.py

2025-10-01 00:12:18 +08:00
parent 2c77fd783d
commit 43d9dad47c
1 changed files with 564 additions and 63 deletions
--- a/pa.py
+++ b/pa.py
@@ -1,4 +1,4 @@
-# batch_query.py - 精简版
+#单线程硬怼
 import os
 import time
 import pandas as pd
@@ -27,13 +27,17 @@ RESULT_ROWS_XPATH = [
 MAX_PER_BATCH = 50
 OUTPUT_CSV = "results.csv"
 ICCID_FILE = "text.txt"
-HEADLESS = False
+HEADLESS = True  # Linux环境默认启用无头模式
 BATCH_RETRY_COUNT = 2

-COOKIES = {
-    'platformUser_session': 'eyJsYXN0QWNjZXNzZWQiOjE3NTkxNDc4NjYzMzJ9.2gNtuRzCQH%2BoNra1%2B1WXxcDtTmW91yYVAOLbH6Ry%2BLM',
-    '_manage_session': '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%3D%3D.jBwQkblyoEP6t7OELXxUMKkoU9%2FJWWQsZPg25SZSz5o'
-}
+# 登录配置
+USERNAME = "xiongshi_yunwei"  # 请替换为实际用户名
+PASSWORD = "Cm20p20Nmo!25"  # 请替换为实际密码
+
+# 登录页面元素XPath - 根据实际页面元素更新
+USERNAME_XPATH = "/html/body/div/div[2]/div/form/div[1]/div/div/div/div/span/input"
+PASSWORD_XPATH = "//*[@id='password']"
+LOGIN_BUTTON_XPATH = "/html/body/div/div[2]/div/form/button"

 def read_query_items(path):
    """读取查询项目文件"""
@@ -49,30 +53,240 @@ def read_query_items(path):
            continue
    raise Exception("无法读取文件")

-def save_results_to_csv(results, filename):
+def save_results_to_csv(results, filename, is_first_batch=False):
    """保存结果到CSV文件"""
    if not results:
        return 0
    
+    # 构建DataFrame
    df_data = []
    for result in results:
        row_data = {"batch": result["batch"]}
        cells = result["cells"]
-        if len(cells) >= 2:
-            row_data["ICCID"] = cells[0]
-            row_data["租户"] = cells[1]
-            for i, cell in enumerate(cells[2:], start=2):
-                row_data[f"列{i+1}"] = cell
+        # 
+        for i, cell in enumerate(cells):
+            row_data[f"col_{i}"] = cell
        df_data.append(row_data)
    
+    # 创建DataFrame
    df = pd.DataFrame(df_data)
-    if os.path.exists(filename):
-        existing_df = pd.read_csv(filename, encoding='utf-8-sig')
-        df = pd.concat([existing_df, df], ignore_index=True)
    
-    df.to_csv(filename, index=False, encoding='utf-8-sig')
+    try:
+        if is_first_batch:
+            # 第一次保存时，手动添加表头
+            header_data = {
+                "batch": "批次号",
+            }
+            # 创建表头DataFrame
+            header_df = pd.DataFrame([header_data])
+            # 先写入表头，再写入数据
+            header_df.to_csv(filename, index=False, encoding='utf-8-sig')
+            df.to_csv(filename, mode='a', header=False, index=False, encoding='utf-8-sig')
+        else:
+            # 后续批次只追加数据
+            df.to_csv(filename, mode='a', header=False, index=False, encoding='utf-8-sig')
+    except Exception as e:
+        print(f"保存文件时出错: {e}")
+        return 0
+    
    return len(df_data)

+def login(driver, username, password):
+    """使用用户名密码登录"""
+    try:
+        print("开始登录...")
+        
+        # 等待页面完全加载
+        time.sleep(3)
+        
+        # 检查当前页面URL
+        current_url = driver.current_url
+        print(f"当前页面URL: {current_url}")
+        
+        # 查找用户名输入框 - 使用更灵活的方式
+        username_input = None
+        username_selectors = [
+            USERNAME_XPATH,  # 您提供的精确XPath
+            "//input[@id='username']",  # 根据您提供的id
+            "//input[@placeholder='请输入账号']",  # 根据您提供的placeholder
+            "//input[@type='text']",
+            "//input[@placeholder*='用户名']",
+            "//input[@placeholder*='账号']",
+            "//input[@placeholder*='user']",
+            "//input[@placeholder*='email']",
+            "//input[@name='username']",
+            "//input[@name='user']"
+        ]
+        
+        for selector in username_selectors:
+            try:
+                username_input = WebDriverWait(driver, 2).until(
+                    EC.element_to_be_clickable((By.XPATH, selector))
+                )
+                print(f"找到用户名输入框: {selector}")
+                break
+            except Exception:
+                continue
+        
+        if not username_input:
+            print("未找到用户名输入框")
+            return False
+        
+        # 查找密码输入框 - 使用更灵活的方式
+        password_input = None
+        password_selectors = [
+            PASSWORD_XPATH,  # 您提供的精确XPath
+            "//input[@id='password']",  # 根据您提供的id
+            "//input[@placeholder='请输入密码']",  # 根据您提供的placeholder
+            "//input[@type='password']",
+            "//input[@placeholder*='密码']",
+            "//input[@placeholder*='password']",
+            "//input[@name='password']",
+            "//input[@name='pwd']"
+        ]
+        
+        for selector in password_selectors:
+            try:
+                password_input = WebDriverWait(driver, 2).until(
+                    EC.element_to_be_clickable((By.XPATH, selector))
+                )
+                print(f"找到密码输入框: {selector}")
+                break
+            except Exception:
+                continue
+        
+        if not password_input:
+            print("未找到密码输入框")
+            return False
+        
+        # 查找登录按钮 - 使用更灵活的方式
+        login_button = None
+        login_selectors = [
+            LOGIN_BUTTON_XPATH,  # 您提供的精确XPath
+            "//button[@type='submit']",
+            "//button[contains(text(),'登录')]",
+            "//button[contains(text(),'Login')]",
+            "//button[contains(text(),'登入')]",
+            "//input[@type='submit']",
+            "//button[contains(@class,'login')]",
+            "//button[contains(@class,'submit')]"
+        ]
+        
+        for selector in login_selectors:
+            try:
+                login_button = WebDriverWait(driver, 2).until(
+                    EC.element_to_be_clickable((By.XPATH, selector))
+                )
+                print(f"找到登录按钮: {selector}")
+                break
+            except Exception:
+                continue
+        
+        if not login_button:
+            print("未找到登录按钮")
+            return False
+        
+        # 清空并输入用户名
+        try:
+            # 先点击输入框确保焦点
+            username_input.click()
+            time.sleep(0.5)
+            
+            # 清空输入框
+            username_input.clear()
+            time.sleep(0.1)
+            
+            # 使用JavaScript设置值（更可靠）
+            driver.execute_script("arguments[0].value = '';", username_input)
+            username_input.send_keys(username)
+            time.sleep(0.5)
+            
+            print(f"已输入用户名: {username}")
+        except Exception as e:
+            print(f"输入用户名失败: {e}")
+            return False
+        
+        # 清空并输入密码
+        try:
+            # 先点击输入框确保焦点
+            password_input.click()
+            time.sleep(0.2)
+            
+            # 清空输入框
+            password_input.clear()
+            time.sleep(0.1)
+            
+            # 使用JavaScript设置值（更可靠）
+            driver.execute_script("arguments[0].value = '';", password_input)
+            password_input.send_keys(password)
+            time.sleep(0.5)
+            
+            print("已输入密码")
+        except Exception as e:
+            print(f"输入密码失败: {e}")
+            return False
+        
+        # 点击登录按钮
+        try:
+            # 确保按钮可见和可点击
+            driver.execute_script("arguments[0].scrollIntoView(true);", login_button)
+            time.sleep(0.5)
+            
+            # 尝试JavaScript点击（更可靠）
+            driver.execute_script("arguments[0].click();", login_button)
+            print("已点击登录按钮")
+            time.sleep(2)
+        except Exception as e:
+            print(f"点击登录按钮失败: {e}")
+            # 回退到普通点击
+            try:
+                login_button.click()
+                print("使用普通点击成功")
+                time.sleep(2)
+            except Exception as e2:
+                print(f"普通点击也失败: {e2}")
+                return False
+        
+        # 等待登录完成，检查是否跳转到主页面
+        try:
+            print("等待登录完成...")
+            # 等待页面跳转或出现成功标识
+            WebDriverWait(driver, 15).until(
+                lambda driver: driver.current_url != current_url or 
+                "login" not in driver.current_url.lower() or
+                len(driver.find_elements(By.XPATH, "//*[contains(text(),'登录成功') or contains(text(),'欢迎')]")) > 0
+            )
+            
+            new_url = driver.current_url
+            print(f"登录后页面URL: {new_url}")
+            
+            # 检查是否有错误信息
+            error_elements = driver.find_elements(By.XPATH, "//*[contains(text(),'错误') or contains(text(),'失败') or contains(text(),'invalid') or contains(text(),'incorrect')]")
+            if error_elements:
+                print(f"登录错误信息: {error_elements[0].text}")
+                return False
+            
+            print("登录成功！")
+            return True
+            
+        except Exception as e:
+            print(f"登录验证失败: {e}")
+            # 检查是否有错误信息
+            try:
+                error_elements = driver.find_elements(By.XPATH, "//*[contains(text(),'错误') or contains(text(),'失败') or contains(text(),'invalid') or contains(text(),'incorrect')]")
+                if error_elements:
+                    print(f"登录错误信息: {error_elements[0].text}")
+                else:
+                    print("未发现明显错误信息，可能登录成功")
+                    return True
+            except:
+                pass
+            return False
+            
+    except Exception as e:
+        print(f"登录过程中出错: {e}")
+        return False
+
 def clear_input_box(driver, input_element):
    """清空输入框"""
    try:
@@ -86,27 +300,146 @@ def clear_input_box(driver, input_element):
        return False

 def init_driver(headless=False):
-    """初始化Chrome驱动"""
-    chrome_opts = Options()
-    if headless:
-        chrome_opts.add_argument("--headless=new")
+    """初始化Chrome驱动 - 支持Linux无头模式"""
+    import platform
+    import random
    
-    # 优化参数
+    chrome_opts = Options()
+    
+    # 检测操作系统
+    system = platform.system().lower()
+    is_linux = system == 'linux'
+    
+    # 强制无头模式（Linux环境或指定headless）
+    if is_linux or headless:
+        chrome_opts.add_argument("--headless=new")
+        print("启用无头模式")
+    
+    # Linux环境专用优化
+    if is_linux:
        chrome_opts.add_argument("--no-sandbox")
        chrome_opts.add_argument("--disable-dev-shm-usage")
-    chrome_opts.add_argument("--disable-logging")
-    chrome_opts.add_argument("--disable-gpu-logging")
+        chrome_opts.add_argument("--disable-gpu")
+        chrome_opts.add_argument("--disable-software-rasterizer")
+        chrome_opts.add_argument("--disable-background-timer-throttling")
+        chrome_opts.add_argument("--disable-backgrounding-occluded-windows")
+        chrome_opts.add_argument("--disable-renderer-backgrounding")
+        chrome_opts.add_argument("--disable-features=TranslateUI")
+        chrome_opts.add_argument("--disable-ipc-flooding-protection")
+        chrome_opts.add_argument("--single-process")  # Linux单进程模式
+        chrome_opts.add_argument("--memory-pressure-off")
+        chrome_opts.add_argument("--max_old_space_size=4096")
+    
+    # 反爬虫机制规避
+    # 随机用户代理
+    user_agents = [
+        "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/120.0.0.0 Safari/537.36",
+        "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/119.0.0.0 Safari/537.36",
+        "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/120.0.0.0 Safari/537.36",
+        "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/120.0.0.0 Safari/537.36",
+        "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:109.0) Gecko/20100101 Firefox/121.0"
+    ]
+    selected_ua = random.choice(user_agents)
+    chrome_opts.add_argument(f"--user-agent={selected_ua}")
+    
+    # 反检测措施
+    chrome_opts.add_argument("--disable-blink-features=AutomationControlled")
+    chrome_opts.add_experimental_option("excludeSwitches", ["enable-automation"])
+    chrome_opts.add_experimental_option('useAutomationExtension', False)
+    
+    # 窗口和显示设置
+    chrome_opts.add_argument("--window-size=1920,1080")
+    chrome_opts.add_argument("--start-maximized")
+    chrome_opts.add_argument("--disable-infobars")
+    chrome_opts.add_argument("--disable-notifications")
+    chrome_opts.add_argument("--disable-popup-blocking")
+    
+    # 性能优化
+    chrome_opts.add_argument("--disable-images")  # 禁用图片加载
+    chrome_opts.add_argument("--disable-javascript")  # 禁用JavaScript（如果需要的话）
+    chrome_opts.add_argument("--disable-plugins")
+    chrome_opts.add_argument("--disable-extensions")
+    chrome_opts.add_argument("--disable-default-apps")
+    chrome_opts.add_argument("--disable-sync")
+    chrome_opts.add_argument("--disable-translate")
+    chrome_opts.add_argument("--hide-scrollbars")
+    chrome_opts.add_argument("--mute-audio")
+    chrome_opts.add_argument("--no-first-run")
+    
+    # 网络和安全设置
+    chrome_opts.add_argument("--disable-web-security")
+    chrome_opts.add_argument("--disable-features=VizDisplayCompositor")
+    chrome_opts.add_argument("--disable-client-side-phishing-detection")
+    chrome_opts.add_argument("--disable-component-extensions-with-background-pages")
+    chrome_opts.add_argument("--disable-background-networking")
+    
+    # 日志控制
    chrome_opts.add_argument("--log-level=3")
    chrome_opts.add_argument("--silent")
-    chrome_opts.add_argument("--disable-images")
+    chrome_opts.add_experimental_option('excludeSwitches', ['enable-logging'])
    
-    driver = webdriver.Chrome(service=Service(ChromeDriverManager().install()), options=chrome_opts)
+    # 随机端口避免冲突
+    debug_port = random.randint(9222, 9999)
+    chrome_opts.add_argument(f"--remote-debugging-port={debug_port}")
+    
+    try:
+        # 尝试使用ChromeDriverManager自动下载驱动
+        print("正在初始化Chrome驱动...")
+        if is_linux:
+            print("检测到Linux环境，使用Linux优化配置")
+        
+        service = Service(ChromeDriverManager().install())
+        driver = webdriver.Chrome(service=service, options=chrome_opts)
+        print("Chrome驱动初始化成功")
+        
+        # 执行反检测脚本
+        driver.execute_script("Object.defineProperty(navigator, 'webdriver', {get: () => undefined})")
+        driver.execute_script("Object.defineProperty(navigator, 'plugins', {get: () => [1, 2, 3, 4, 5]})")
+        driver.execute_script("Object.defineProperty(navigator, 'languages', {get: () => ['zh-CN', 'zh', 'en']})")
+        
+    except Exception as e:
+        print(f"ChromeDriverManager失败: {e}")
+        print("尝试使用系统PATH中的chromedriver...")
+        try:
+            # 回退到系统PATH中的chromedriver
+            driver = webdriver.Chrome(options=chrome_opts)
+            print("使用系统chromedriver成功")
+            
+            # 执行反检测脚本
+            driver.execute_script("Object.defineProperty(navigator, 'webdriver', {get: () => undefined})")
+            driver.execute_script("Object.defineProperty(navigator, 'plugins', {get: () => [1, 2, 3, 4, 5]})")
+            driver.execute_script("Object.defineProperty(navigator, 'languages', {get: () => ['zh-CN', 'zh', 'en']})")
+            
+        except Exception as e2:
+            print(f"系统chromedriver也失败: {e2}")
+            if is_linux:
+                print("done")
+            else:
+                print("请确保已安装Chrome浏览器和chromedriver")
+            raise Exception("无法启动Chrome驱动，请检查Chrome浏览器和chromedriver安装")
+    
+    # 设置窗口大小（无头模式也需要）
+    try:
+        if not is_linux and not headless:
            driver.maximize_window()
+        else:
+            driver.set_window_size(1920, 1080)
        
-    # 添加Cookie
+    except Exception as e:
+        print(f"窗口设置失败: {e}")
+    
+    # 访问登录页面
+    try:
+        print(f"正在访问: {URL}")
        driver.get(URL)
-    for name, value in COOKIES.items():
-        driver.add_cookie({"name": name, "value": value})
+                
+        # 随机等待，模拟人类行为
+        wait_time = random.uniform(1, 3)
+        time.sleep(wait_time)
+        
+    except Exception as e:
+        print(f"页面加载失败: {e}")
+        raise
    
    return driver

@@ -114,11 +447,59 @@ def scrape_results_from_table(driver):
    """抓取表格结果"""
    results = []
    
-    # 尝试不同的表格XPath
+    # 使用JavaScript直接获取表格数据
+    try:
+        # 尝试JavaScript方式获取表格数据
+        table_data = driver.execute_script("""
+            var tables = document.querySelectorAll('table, .ant-table');
+            for (var i = 0; i < tables.length; i++) {
+                var table = tables[i];
+                var rows = table.querySelectorAll('tbody tr, tr');
+                if (rows.length > 0) {
+                    var data = [];
+                    for (var j = 0; j < rows.length; j++) {
+                        var cells = rows[j].querySelectorAll('td, th, div');
+                        var rowData = [];
+                        for (var k = 0; k < cells.length; k++) {
+                            var text = cells[k].textContent || cells[k].innerText;
+                            if (text && text.trim()) {
+                                rowData.push(text.trim());
+                            }
+                        }
+                        if (rowData.length > 0) {
+                            // 过滤掉表头行（包含"ICCID"、"设备ID"等关键词的行）
+                            var isHeader = false;
+                            var headerKeywords = ['ICCID', '设备ID', '生命周期', '周期用量', '流量上限', '在用套餐', '租户', '服务状态', '激活时间', 'MSISDN', 'IMSI'];
+                            for (var h = 0; h < headerKeywords.length; h++) {
+                                if (rowData.some(function(cell) { return cell.includes(headerKeywords[h]); })) {
+                                    isHeader = true;
+                                    break;
+                                }
+                            }
+                            if (!isHeader) {
+                                data.push(rowData);
+                            }
+                        }
+                    }
+                    if (data.length > 0) {
+                        return data;
+                    }
+                }
+            }
+            return [];
+        """)
+        
+        if table_data and len(table_data) > 0:
+            return table_data
+    except Exception as e:
+        print(f"JavaScript方式失败: {e}")
+    
+    # 如果JavaScript失败，回退到Selenium方式（但优化等待时间）
    for xpath in RESULT_ROWS_XPATH:
        try:
-            rows = WebDriverWait(driver, 5).until(EC.presence_of_all_elements_located((By.XPATH, xpath)))
+            rows = WebDriverWait(driver, 2).until(EC.presence_of_all_elements_located((By.XPATH, xpath)))  # 减少等待时间
            if rows:
+                print(f"Selenium方式找到 {len(rows)} 行数据")
                break
        except Exception:
            continue
@@ -126,7 +507,30 @@ def scrape_results_from_table(driver):
        print("未找到结果表格")
        return []

+    # 优化单元格获取方式
    for r in rows:
+        try:
+            # 优先使用JavaScript获取文本，更快
+            cell_texts = driver.execute_script("""
+                var cells = arguments[0].querySelectorAll('td, th, div');
+                var texts = [];
+                for (var i = 0; i < cells.length; i++) {
+                    var text = cells[i].textContent || cells[i].innerText;
+                    if (text && text.trim()) {
+                        texts.push(text.trim());
+                    }
+                }
+                return texts;
+            """, r)
+            
+            if cell_texts and len(cell_texts) > 0:
+                # 过滤掉表头行
+                header_keywords = ['ICCID', '设备ID', '生命周期', '周期用量', '流量上限', '在用套餐', '租户', '服务状态', '激活时间', 'MSISDN', 'IMSI']
+                is_header = any(keyword in cell for cell in cell_texts for keyword in header_keywords)
+                if not is_header:
+                    results.append(cell_texts)
+        except Exception:
+            # 回退到传统方式
            try:
                cells = r.find_elements(By.TAG_NAME, "td")
                if not cells:
@@ -136,6 +540,10 @@ def scrape_results_from_table(driver):
                
                texts = [c.text.strip() for c in cells if c.text.strip()]
                if texts:
+                    # 过滤掉表头行
+                    header_keywords = ['ICCID', '设备ID', '生命周期', '周期用量', '流量上限', '在用套餐', '租户', '服务状态', '激活时间', 'MSISDN', 'IMSI']
+                    is_header = any(keyword in text for text in texts for keyword in header_keywords)
+                    if not is_header:
                        results.append(texts)
            except Exception:
                continue
@@ -143,21 +551,27 @@ def scrape_results_from_table(driver):
    return results

 def submit_batch_and_collect(driver, batch_items):
-    """提交批次查询并收集结果"""
+    """提交批次查询并收集结果 - 增强反爬虫机制"""
+    import random
+    
    if len(batch_items) > MAX_PER_BATCH:
        batch_items = batch_items[:MAX_PER_BATCH]
    
+    # 随机等待，模拟人类行为
+    wait_time = random.uniform(0.5, 2.0)
+    time.sleep(wait_time)
+    
    # 尝试打开批量查询弹窗
    try:
-        batch_btn = WebDriverWait(driver, 1).until(EC.element_to_be_clickable((By.XPATH, BATCH_QUERY_BTN_XPATH)))
+        batch_btn = WebDriverWait(driver, 0.3).until(EC.element_to_be_clickable((By.XPATH, BATCH_QUERY_BTN_XPATH)))
        batch_btn.click()
-        time.sleep(0.5)
+        time.sleep(random.uniform(0.3, 0.8))
    except Exception:
        pass
    
    # 查找输入框
    try:
-        inp = WebDriverWait(driver, 5).until(EC.presence_of_element_located((By.XPATH, INPUT_XPATH)))
+        inp = WebDriverWait(driver, 2).until(EC.presence_of_element_located((By.XPATH, INPUT_XPATH)))
    except Exception:
        print("未找到输入框")
        return []
@@ -166,24 +580,76 @@ def submit_batch_and_collect(driver, batch_items):
    if not clear_input_box(driver, inp):
        return []
    
+    # 模拟人类输入行为 - 分批输入
    payload = "\n".join(batch_items)
-    inp.send_keys(payload)
+    
+    # 分批输入，模拟人类打字
+    chunk_size = 10  # 每批输入10个ICCID
+    chunks = [batch_items[i:i+chunk_size] for i in range(0, len(batch_items), chunk_size)]
+    
+    for i, chunk in enumerate(chunks):
+        chunk_payload = "\n".join(chunk)
+        if i == 0:
+            inp.send_keys(chunk_payload)
+        else:
+            inp.send_keys("\n" + chunk_payload)
+        
+        # 随机等待，模拟人类输入间隔
+        if i < len(chunks) - 1:
+            wait_time = random.uniform(0.1, 0.3)
+            time.sleep(wait_time)
+    
+    # 随机等待，模拟人类思考时间
+    time.sleep(random.uniform(0.5, 1.5))
    
    # 点击查询按钮
    try:
-        btn = WebDriverWait(driver, 3).until(EC.element_to_be_clickable((By.XPATH, CONFIRM_BTN_XPATH)))
+        btn = WebDriverWait(driver, 1).until(EC.element_to_be_clickable((By.XPATH, CONFIRM_BTN_XPATH)))
        btn.click()
    except Exception:
        return []

-    # 等待结果并抓取
-    time.sleep(1)
+    # 随机等待后处理
+    time.sleep(random.uniform(0.5, 1.0))
+    
+    # 检查并关闭可能出现的"不存在"弹窗
+    try:
+        # 使用精确的XPath关闭弹窗
+        close_btn_xpath = '/html/body/div[2]/div/div[2]/div/div[2]/div/button'
+        try:
+            close_btn = WebDriverWait(driver, 0.5).until(EC.element_to_be_clickable((By.XPATH, close_btn_xpath)))
+            close_btn.click()
+            print("已关闭'不存在'弹窗")
+            time.sleep(0.5)
+        except Exception:
+            # 如果精确XPath失败，尝试其他可能的关闭按钮
+            alternative_selectors = [
+                '//div[contains(text(),"批量查询结果")]//button',
+                '//div[contains(text(),"以下SIM卡不存在")]//button',
+                '//div[contains(@class,"modal")]//button[contains(@class,"close")]',
+                '//div[contains(@class,"ant-modal")]//button[contains(@class,"close")]'
+            ]
+            
+            for selector in alternative_selectors:
+                try:
+                    close_btn = WebDriverWait(driver, 0.2).until(EC.element_to_be_clickable((By.XPATH, selector)))
+                    close_btn.click()
+                    print("已关闭'不存在'弹窗（备用方式）")
+                    time.sleep(0.1)
+                    break
+                except Exception:
+                    continue
+            
+    except Exception:
+        pass
+    
+    # 抓取结果
    results = scrape_results_from_table(driver)
    
    # 清理输入框
    try:
        inp = driver.find_element(By.XPATH, INPUT_XPATH)
-        clear_input_box(driver, inp)
+        driver.execute_script("arguments[0].value = '';", inp)
    except Exception:
        pass
    
@@ -191,6 +657,8 @@ def submit_batch_and_collect(driver, batch_items):

 def main():
    """主函数"""
+    start_time = time.time()
+    
    query_items = read_query_items(ICCID_FILE)
    if not query_items:
        print(f"在 {ICCID_FILE} 中未找到查询项")
@@ -200,14 +668,36 @@ def main():
    batches = [query_items[i:i+MAX_PER_BATCH] for i in range(0, len(query_items), MAX_PER_BATCH)]
    print(f"将分为 {len(batches)} 个批次处理")
    
+    # 初始化驱动，添加重试机制
+    driver = None
+    max_retries = 3
+    for retry in range(max_retries):
+        try:
+            print(f"尝试初始化Chrome驱动 (第 {retry + 1}/{max_retries} 次)...")
            driver = init_driver(HEADLESS)
+            break
+        except Exception as e:
+            print(f"第 {retry + 1} 次初始化失败: {e}")
+            if retry == max_retries - 1:
+                print("所有初始化尝试都失败了，程序退出")
+                return
+            print("等待3秒后重试...")
+    
+    if driver is None:
+        print("无法初始化Chrome驱动，程序退出")
+        return
+    
    total_saved_results = 0
    failed_batches = []
+    is_first_batch = True  # 标记是否是第一批次
    
    try:
-        driver.refresh()
-        time.sleep(1.5)
-        print("已通过Cookie自动登录，开始批量查询...")
+        # 执行登录
+        if not login(driver, USERNAME, PASSWORD):
+            print("登录失败，程序退出")
+            return
+        
+        print("登录成功，开始批量查询...")
        
        for batch_index, batch in enumerate(batches, 1):
            print(f"\n=== 处理批次 {batch_index}/{len(batches)} ===")
@@ -223,10 +713,11 @@ def main():
                        results = submit_batch_and_collect(driver, sub_batch)
                        if results:
                            batch_results = [{"batch": f"{batch_index}-{sub_idx + 1}", "cells": row_cells} for row_cells in results]
-                            saved_count = save_results_to_csv(batch_results, OUTPUT_CSV)
+                            saved_count = save_results_to_csv(batch_results, OUTPUT_CSV, is_first_batch)
                            total_saved_results += saved_count
                            print(f"子批次获得 {len(results)} 条结果，已保存")
-                        time.sleep(0.5)
+                            is_first_batch = False  # 后续批次不再写入表头
+                        time.sleep(0.1)
                    except Exception as e:
                        print(f"子批次 {sub_idx + 1} 处理失败: {e}")
                        failed_batches.append(f"{batch_index}-{sub_idx + 1}")
@@ -238,7 +729,7 @@ def main():
                try:
                    if retry > 0:
                        print(f"重试第 {retry} 次...")
-                        time.sleep(2)
+                        time.sleep(0.1)
                    
                    results = submit_batch_and_collect(driver, batch)
                    print(f"本批次获得 {len(results)} 条结果")
@@ -246,9 +737,10 @@ def main():
                    # 立即保存结果
                    if results:
                        batch_results = [{"batch": batch_index, "cells": row_cells} for row_cells in results]
-                        saved_count = save_results_to_csv(batch_results, OUTPUT_CSV)
+                        saved_count = save_results_to_csv(batch_results, OUTPUT_CSV, is_first_batch)
                        total_saved_results += saved_count
                        print(f"✅ 已保存 {saved_count} 条结果到 {OUTPUT_CSV}")
+                        is_first_batch = False  # 后续批次不再写入表头
                    
                    success = True
                    break
@@ -259,11 +751,18 @@ def main():
                        failed_batches.append(batch_index)
                        print(f"❌ 批次 {batch_index} 重试失败")
            
-            # 批次间等待
+            # 批次间随机等待，模拟人类行为
            if batch_index < len(batches):
-                time.sleep(1)
+                import random
+                wait_time = random.uniform(0.5, 1.0)
+                print(f"批次间等待 {wait_time:.1f} 秒...")
+                time.sleep(wait_time)
        
        # 生成总结报告
+        end_time = time.time()
+        total_time = end_time - start_time
+        avg_time_per_batch = total_time / len(batches) if len(batches) > 0 else 0
+        
        print(f"\n{'='*50}")
        print(f"📊 批量查询完成报告")
        print(f"{'='*50}")
@@ -273,6 +772,8 @@ def main():
        print(f"失败批次: {len(failed_batches)}")
        print(f"成功率: {((len(batches) - len(failed_batches)) / len(batches) * 100):.1f}%")
        print(f"总保存结果数: {total_saved_results}")
+        print(f"⏱️  总耗时: {total_time:.2f}秒")
+        print(f"⏱️  平均每批次: {avg_time_per_batch:.2f}秒")
        
        if failed_batches:
            print(f"失败批次列表: {failed_batches}")