BilibiliCrawl.java 27.8 KB
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package cn.fw.freya.service.crawl.impl;

import cn.fw.freya.common.BusinessException;
import cn.fw.freya.dao.AccountDao;
import cn.fw.freya.dao.LivePoolDao;
import cn.fw.freya.dao.VideoPoolDao;
import cn.fw.freya.enums.AccountTypeEnum;
import cn.fw.freya.enums.ResourceTypeEnum;
import cn.fw.freya.model.data.Account;
import cn.fw.freya.model.data.FwCookie;
import cn.fw.freya.model.data.pool.LivePool;
import cn.fw.freya.model.data.pool.VideoPool;
import cn.fw.freya.model.dto.rpc.ReportAccountDto;
import cn.fw.freya.service.crawl.CrawlStrategy;
import cn.fw.freya.service.data.AccountService;
import cn.fw.freya.utils.DateUtil;
import cn.fw.freya.utils.RequestUtil;
import cn.fw.freya.utils.http.HttpConfig;
import cn.fw.freya.utils.http.HttpHeader;
import com.alibaba.fastjson.JSON;
import com.alibaba.fastjson.JSONArray;
import com.alibaba.fastjson.JSONObject;
import lombok.RequiredArgsConstructor;
import lombok.extern.slf4j.Slf4j;
import org.openqa.selenium.By;
import org.openqa.selenium.Cookie;
import org.openqa.selenium.WebDriver;
import org.openqa.selenium.WebElement;
import org.openqa.selenium.support.ui.WebDriverWait;
import org.springframework.stereotype.Service;
import org.springframework.transaction.annotation.Transactional;
import org.springframework.util.CollectionUtils;
import org.springframework.util.StringUtils;

import java.io.IOException;
import java.math.BigDecimal;
import java.math.RoundingMode;
import java.time.LocalDate;
import java.time.LocalDateTime;
import java.util.*;
import java.util.concurrent.ConcurrentHashMap;
import java.util.stream.Collectors;

/**
 * @author null
 * @date 2021-11-11 17:15
 * @description Bilibili数据抓取
 */
@Slf4j
@Service
@RequiredArgsConstructor
@SuppressWarnings("Duplicates")
public class BilibiliCrawl implements CrawlStrategy {

    private final VideoPoolDao videoPoolDao;
    private final LivePoolDao livePoolDao;
    private final AccountDao accountDao;
    private final Common common;
    public final static ConcurrentHashMap<String, WebDriver> DRIVER_MAP = new ConcurrentHashMap<>();
    private final AccountService accountService;

    @Override
    public AccountTypeEnum getType() {
        return AccountTypeEnum.BILIBILI;
    }

    /**
     * 获取Bilibili登录二维码
     *
     * @param accountNo 账户号
     * @return
     */
    @Override
    public String preLogin(String accountNo) {
        WebDriver driver = DRIVER_MAP.get(accountNo);
        try {
            if (Objects.isNull(driver)) {
                driver = common.createDriver();
                DRIVER_MAP.put(accountNo, driver);
            }
            driver.get("https://passport.bilibili.com/login");// 打开指定的页面
            /*new WebDriverWait(driver, 10, 300).until(driver1 ->
                    driver1.findElement(By.xpath("//div[@class='header-login-entry']/span"))).click();// 获取'登录'按钮元素, 单击*/
            WebElement qrCodeEle = new WebDriverWait(driver, 10, 300).until(driver1 ->
                    driver1.findElement(By.xpath("//img[contains(@alt,'Scan me')] | //div[@class='qrcode-img']/img")));// 获取网页'登录二维码'元素对象
            return qrCodeEle.getAttribute("src");// 返回对象src属性对应的值
        } catch (Exception e) {
            log.error("获取Bilibili登录二维码发生错误", e);
            if (Objects.nonNull(driver)) {
                driver.quit();
                DRIVER_MAP.remove(accountNo);
            }
            throw new BusinessException(e.getMessage());
        }
    }

    /**
     * 随意请求一个接口, 获取到浏览器cookies, 保存
     *
     * @param accountNo 账户号
     * @return
     * @throws BusinessException
     */
    @Override
    public boolean doLogin(String accountNo) throws BusinessException {
        WebDriver driver = DRIVER_MAP.get(accountNo);
        if (Objects.isNull(driver)) {
            throw new BusinessException("登陆校验失败,请重新尝试");
        }
        if (!Objects.equals(driver.getCurrentUrl(), "https://passport.bilibili.com/login")) {
            final JSONObject userInfo = this.getUserInfo(accountNo, this.processCookiesToString(common.getTempCookies(driver, accountNo, this.getType().getValue())));
            assert userInfo != null;
            if (Objects.equals(accountNo, userInfo.get("userId"))) {
                Integer type = this.getType().getValue();
                common.saveCookie(driver, accountNo, type);
                accountService.updateAccountCookiesStatus(accountNo, type, true);
                common.whenLoginCheckAccountExist(accountNo, type);
                this.exitBrowser(accountNo, null);
                return true;
            } else {
                this.exitBrowser(accountNo, null);
                throw new BusinessException("实际扫码人员与指定扫码人员不同");
            }
        }
        throw new BusinessException("登陆校验失败,请刷新二维码后重新扫码");
    }

    /**
     * 获取所有视频作品信息
     *
     * @param accountNo 账户号
     * @throws IOException
     */
    @Override
    @Transactional
    public List<VideoPool> getAllVideoMsg(String accountNo) throws IOException {
        final List<VideoPool> hasFoundVideo = common.getHasFoundVideo(accountNo, this.getType().getValue(), DateUtil.getThisDayMinTime(new Date()));
        if (Objects.nonNull(hasFoundVideo)) {
            return hasFoundVideo;
        }
        Date previousDay = DateUtil.getPreviousDay(new Date());
        Integer currentPage = 0;
        Integer pageSize = 20;
        Integer total;
        JSONArray videoJsonArray = new JSONArray();
        do {
            currentPage++;
            JSONObject response = this.getBILIBILIVideoPage(accountNo, currentPage, pageSize);
            assert response != null;
            final JSONObject responseObj = response.getJSONObject("data");
            final JSONObject pageMsg = responseObj.getJSONObject("page");
            total = pageMsg.getInteger("count");
            pageSize = pageMsg.getInteger("ps");
            final JSONArray tempList = responseObj.getJSONArray("arc_audits");
            if (!CollectionUtils.isEmpty(tempList)) {
                videoJsonArray.addAll(tempList);
            }
        } while (currentPage * pageSize < total);// 条件为false, 退出
        log.info(String.format("%s [%s]平台账户号为: %s的视频数据的原始数据为: %s", LocalDateTime.now(), this.getType().getName(), accountNo, JSON.toJSONString(videoJsonArray)));
        videoPoolDao.deleteByAccountNoAndDate(accountNo, previousDay, AccountTypeEnum.BILIBILI.getValue(), ResourceTypeEnum.VIDEO.getValue());
        // 视频数据存库
        List<VideoPool> videoPoolList = new ArrayList<>();
        StringBuilder sb = new StringBuilder();
        videoJsonArray.forEach(item -> {
            JSONObject obj = (JSONObject) item;
            JSONObject stat = obj.getJSONObject("stat");
            JSONObject Archive = obj.getJSONObject("Archive");
            final String videoId = Optional.ofNullable(Archive.getString("bvid")).orElse("");
            final Integer playCnt = Optional.ofNullable(stat.getInteger("view")).orElse(0);
            final JSONObject videoDataDetails = this.getBILIBILIVideoDataDetails(accountNo, videoId);
            final Double duration = Optional.ofNullable(Archive.getDouble("duration")).orElse(0d);
            int fullPlayCount;
            try {
                assert videoDataDetails != null;
                final BigDecimal[] bigDecimals = BigDecimal.valueOf(videoDataDetails.getJSONObject("data").getJSONObject("stat").getDouble("play_avg_duration"))
                        .divide(BigDecimal.valueOf(duration), 4, RoundingMode.HALF_UP)
                        .multiply(BigDecimal.valueOf(playCnt))
                        .divideAndRemainder(BigDecimal.ONE);
                fullPlayCount = bigDecimals[0].intValue();
                if (bigDecimals[1].compareTo(BigDecimal.ZERO) > 0) {
                    fullPlayCount++;
                }
            } catch (Exception e) {
                log.error("[哔哩哔哩]计算[fullPlayCount]指标发生错误", e);
                fullPlayCount = 0;
            }
            String title = sb.append(Archive.getString("title")).append("#").append(Archive.getString("tag").replace(",", "#")).toString();
            videoPoolList.add(VideoPool.builder()
                    .videoId(videoId)//
                    .title(title)// 视频标题
                    .preview(Optional.ofNullable(Archive.getString("cover")).orElse(""))// 封面图
                    .playCount(playCnt)// 播放次数
                    .likeCount(Optional.ofNullable(stat.getInteger("like")).orElse(0))// 点赞数
                    .commentCount(Optional.ofNullable(stat.getInteger("reply")).orElse(0))// 评论数
                    .accountNo(accountNo)
                    .reportDate(new Date())
                    .publishTime(new Date(Archive.getLong("ctime") * 1000))// 发布时间
                    .videoUrl("https://www.bilibili.com/video/" + videoId)// 视频播放地址
                    .type(this.getType().getValue())
                    .resourceType(ResourceTypeEnum.VIDEO.getValue())
                    .fullPlayCount(fullPlayCount)// 完整播放次数
                    .duration(duration)// 持续时间
                    //.newFansUserCnt(Optional.ofNullable(obj.getInteger("increaseFansCount")).orElse(0))
                    .shareCount(Optional.ofNullable(stat.getInteger("share")).orElse(0))// 分享数
                    .build());
            sb.setLength(0);
        });
        try {
            if (videoPoolList.size() > 0) {
                videoPoolDao.saveAll(videoPoolList);// 将收集到的视频信息保存
            } else {
                final VideoPool nullVideo = VideoPool.builder()
                        .accountNo(accountNo)
                        .type(this.getType().getValue())
                        .resourceType(ResourceTypeEnum.VIDEO.getValue())
                        .reportDate(new Date())
                        .build();
                videoPoolDao.save(nullVideo);
                final ArrayList<VideoPool> nullList = new ArrayList<>();
                //nullList.add(nullVideo);
                return nullList;
            }
        } catch (Exception e) {
            log.error(LocalDate.now() + " 执行保存" + accountNo + "的Bilibili视频数据失败", e);
        }
        return videoPoolList;
    }

    /**
     * 分页获取bilibili视频数据列表
     *
     * @param accountNo   账户号
     * @param currentPage 当前页
     * @param pageSize    每页大小
     * @return 当前页Json数据
     */
    private JSONObject getBILIBILIVideoPage(String accountNo, Integer currentPage, Integer pageSize) {
        Map<String, Object> params = new HashMap<>();
        params.put("status", "is_pubing,pubed,not_pubed");
        params.put("pn", currentPage);
        params.put("ps", pageSize);
        params.put("coop", 1);
        params.put("interactive", 1);
        HttpConfig config = HttpConfig.custom()
                .url("https://member.bilibili.com/x/web/archives")
                .setGetParams(params)
                .headers(HttpHeader
                        .defaultHeader()
                        .other("Origin", "https://member.bilibili.com/")// 非必须
                        .referer("https://member.bilibili.com/platform/home")// 非必须
                        .userAgent(this.getUserAgent(accountNo))// 非必须
                        .cookie(this.getUserCookies(accountNo))
                        .build()
                );
        String res = RequestUtil.get(config);// 发送GET请求
        this.waitFor(0.5);
        final JSONObject response = JSONObject.parseObject(res);
        if (this.verifyCookies(response)) {
            return null;
        }
        if (!StringUtils.hasText(res)) {
            throw new BusinessException("调用Bilibili[视频]接口失败");
        }
        return response;
    }

    /**
     * 获取bilibili当前视频视频数据
     *
     * @param accountNo 账户号
     * @param videoId   视频id
     * @return 当前视频详情Json数据
     */
    private JSONObject getBILIBILIVideoDataDetails(String accountNo, String videoId) {
        Map<String, Object> params = new HashMap<>();
        params.put("bvid", videoId);
        params.put("t", System.currentTimeMillis());
        HttpConfig config = HttpConfig.custom()
                .url("https://member.bilibili.com/x/web/data/v2/archive/analyze/stat")
                .setGetParams(params)
                .headers(HttpHeader
                        .defaultHeader()
                        .other("Origin", "https://member.bilibili.com/")// 非必须
                        .referer("https://member.bilibili.com/york/ct-data/articleAnalysis")// 非必须
                        .userAgent(this.getUserAgent(accountNo))// 非必须
                        .cookie(this.getUserCookies(accountNo))
                        .build()
                );
        String res = RequestUtil.get(config);// 发送GET请求
        this.waitFor(0.1);
        final JSONObject response = JSONObject.parseObject(res);
        if (this.verifyCookies(response)) {
            return null;
        }
        if (!StringUtils.hasText(res)) {
            throw new BusinessException("调用Bilibili[单条视频数据详情]接口失败");
        }
        return response;
    }

    /**
     * 获取昨天所有直播信息
     *
     * @param accountNo 账户号
     * @throws Exception
     */
    @Override
    @Transactional
    public List<LivePool> getYesterdayLiveMsg(String accountNo) throws IOException {
        final List<LivePool> hasFoundLive = common.getHasFoundLive(accountNo, this.getType().getValue(), DateUtil.getThisDayMinTime(new Date()));
        if (Objects.nonNull(hasFoundLive)) {
            return hasFoundLive;
        }
        Date previousDay = DateUtil.getPreviousDay(new Date());
        Date endTime = DateUtil.getThisDayMaxTime(previousDay);
        Date startTime = DateUtil.getThisDayMinTime(previousDay);
        Map<String, Object> params = new HashMap<>();
        params.put("start_date", startTime.getTime() / 1000);
        params.put("end_date", endTime.getTime() / 1000);
        params.put("platform", "web");
        params.put("page_num", 1);
        params.put("page_size", 15);
        HttpConfig config = HttpConfig.custom()
                .url("https://api.live.bilibili.com/xlive/app-blink/v1/index/getSessionRecordList")
                .setGetParams(params)
                .headers(HttpHeader
                        .defaultHeader()
                        .other("Origin", "https://link.bilibili.com/")// 非必须
                        .referer("https://link.bilibili.com/p/center/index")// 非必须
                        .userAgent(this.getUserAgent(accountNo))// 非必须
                        .cookie(this.getUserCookies(accountNo))
                        .build()
                );
        String res = RequestUtil.get(config);// 发送GET请求
        log.info(String.format("%s [%s]平台账户号为: %s的直播数据的原始数据为: %s", LocalDateTime.now(), this.getType().getName(), accountNo, res));
        final JSONObject response = JSONObject.parseObject(res);
        if (this.verifyCookies(response)) {
            return null;
        }
        if (!StringUtils.hasText(res)) {
            throw new BusinessException("调用Bilibili[直播]接口失败");
        }
        JSONObject dataJSONObject = response.getJSONObject("data").getJSONObject("date_info");
        JSONArray dataJSONArray;
        if (Objects.isNull(dataJSONObject)) {
            dataJSONArray = new JSONArray();
        } else {
            dataJSONArray = dataJSONObject.getJSONArray("date_item_info");
        }
        List<LivePool> livePoolList = new ArrayList<>();
        dataJSONArray.forEach(item -> {
            final JSONObject obj = (JSONObject) item;
            /**
             * area_id: 145
             * area_name: "视频聊天"
             * -danmu_num: 0
             * date: "2022-02-17"
             * effective_viewing_time: 0
             * -end_time: "2022-02-17 16:35:52"
             * hamster: 50
             * -hamster_rmb: 0.05
             * -live_id: "210841344744381475"
             * -live_time: 4192
             * -max_online: 508
             * -new_attention: 0
             * new_fans_club: 0
             * -start_time: "2022-02-17 15:26:00"
             * -title: "长安汽车!"
             * view_per_duration: 31
             */
            livePoolList.add(LivePool.builder()
                    .type(this.getType().getValue())
                    .accountNo(accountNo)
                    .reportDate(new Date())
                    .commentUserCnt(Optional.ofNullable(obj.getInteger("danmu_num")).orElse(0))// 评论数
                    //.consumeUserCnt(Optional.ofNullable(obj.getInteger("sendGiftUv")).orElse(0))
                    .duration(Optional.ofNullable(obj.getDouble("live_time")).orElse(0d) / 60d)// 直播时长
                    .income(Optional.ofNullable(obj.getDouble("hamster_rmb")).orElse(0d))// 直播收益
                    .newFansUserCnt(Optional.ofNullable(obj.getInteger("new_attention")).orElse(0))// 增粉数
                    .openTime(DateUtil.stringToDateTime(obj.getString("start_time")))// 开播时间
                    .endTime(DateUtil.stringToDateTime(obj.getString("end_time")))// 下播时间
                    //.roomCoverImage(Optional.ofNullable(obj.getString("liveCover")).orElse(""))
                    .roomId(Optional.ofNullable(obj.getString("live_id")).orElse(""))// 直播间id
                    .roomName(Optional.ofNullable(obj.getString("title")).orElse(""))// 直播间标题
                    .getPlaybackFailTimes(0)
                    //.score(obj.getInteger("score"))
                    //.watchCnt(obj.getInteger("watch_cnt"))
                    //.watchPeakUserCnt(Optional.ofNullable(obj.getInteger("max_online")).orElse(0))// 在线峰值???
                    //.watchUserCnt(Optional.ofNullable(obj.getInteger("playUv")).orElse(0))

                    //.shareCnt(Optional.ofNullable(obj.getInteger("shareUv")).orElse(0))
                    //.likeCnt(Optional.ofNullable(obj.getInteger("likeCnt")).orElse(0))
                    //.userNick(Optional.ofNullable(obj.getString("userName")).orElse(""))
                    .build());
        });
        try {
            if (livePoolList.size() > 0) {
                livePoolDao.saveAll(livePoolList.stream()
                        .filter(item -> item.getOpenTime().compareTo(startTime) >= 0 && item.getOpenTime().compareTo(endTime) <= 0)
                        .collect(Collectors.toList())
                );
            } else {
                log.info(LocalDate.now() + " 暂未找到账户号为:" + accountNo + "的Bilibili直播数据");
                final LivePool nullLive = LivePool.builder()
                        .type(this.getType().getValue())
                        .accountNo(accountNo)
                        .reportDate(new Date())
                        .build();
                livePoolDao.save(nullLive);
                //livePoolList.add(nullLive);
            }
        } catch (Exception e) {
            log.error(LocalDate.now() + " 执行保存" + accountNo + "的Bilibili直播数据失败", e);
        }
        return livePoolList;
    }

    /**
     * 更新账户粉丝数
     *
     * @param accountNo
     */
    @Override
    @Transactional
    public ReportAccountDto updateAccountMsg(String accountNo) throws IOException {
        final ReportAccountDto hasFoundAccountMsg = common.getHasFoundAccountMsg(accountNo, this.getType().getValue(), DateUtil.getThisDayMinTime(new Date()));
        if (Objects.nonNull(hasFoundAccountMsg)) {
            return hasFoundAccountMsg;
        }
        HttpConfig config = HttpConfig.custom()
                .url("https://member.bilibili.com/x/web/index/stat")
                .headers(HttpHeader
                        .defaultHeader()
                        .other("Origin", "https://member.bilibili.com")// 非必须
                        .referer("https://member.bilibili.com/platform/home")// 非必须
                        .userAgent(this.getUserAgent(accountNo))// 非必须
                        .cookie(this.getUserCookies(accountNo))
                        .build()
                );
        String res = RequestUtil.get(config);// 发送GET请求
        final JSONObject response = JSONObject.parseObject(res);
        if (this.verifyCookies(response)) {
            return null;
        }
        if (!StringUtils.hasText(res)) {
            throw new BusinessException("调用Bilibili[粉丝]接口失败");
        }
        ReportAccountDto reportAccountDto;
        try {
            JSONObject data = response.getJSONObject("data");
            reportAccountDto = ReportAccountDto.builder()
                    .fansCnt(data.getInteger("total_fans"))
                    //.followCnt(data.getInteger("followCnt"))
                    .likeCnt(data.getInteger("total_like"))
                    //.accountId(data.getString("userId"))
                    //.userOtherId(data.getString("userKwaiId"))
                    //.accountName(data.getString("userName"))
                    .build();
        } catch (Exception e) {
            log.error("获取[哔哩哔哩]fansCnt发生错误", e);
            reportAccountDto = ReportAccountDto.builder()
                    .fansCnt(0)
                    .build();
        }
        final Account account = accountDao.findByAccountNoAndType(accountNo, this.getType().getValue());
        if (Objects.nonNull(account))
            accountDao.updateMsg(account.getId(), reportAccountDto.getAccountName(), reportAccountDto.getFansCnt(), new Date());
        else
            accountDao.save(Account.builder()
                    .cookiesStatus(true)
                    .accountNo(accountNo)
                    .type(this.getType().getValue())
                    .fansCnt(reportAccountDto.getFansCnt())
                    .accountName(reportAccountDto.getAccountName())
                    .reportDate(new Date())
                    .done(false)
                    .build());
        return reportAccountDto;
    }

    /**
     * 进入指定账户号的创作者平台首页
     *
     * @param accountNo Bilibili账户号
     */
    public void loginIndex(String accountNo) {
        final String uuid = UUID.randomUUID().toString().replace("-", "");
        final WebDriver driver = this.getBILIBILIDriver(accountNo, uuid);
        String targetUrl = "https://member.bilibili.com/platform/home";
        try {
            driver.get(targetUrl);
        } catch (Exception e) {
            this.exitBrowser(accountNo, uuid);
            throw new BusinessException("跳转页面发生异常");
        }
        try {
            List<WebElement> jumpButton = new WebDriverWait(driver, 6, 2000).until(driver1 ->
                    driver1.findElements(By.xpath("//img[@class='jump']")));
            if (Objects.nonNull(jumpButton)) {
                for (int i = 0; i < jumpButton.size(); i++) {
                    new WebDriverWait(driver, 6, 500).until(driver1 ->
                            driver1.findElement(By.xpath("//*[@id='driver-popover-item']/div[4]/span/button[2]"))).click();
                    this.waitFor(0.45);
                }
            }
        } catch (Exception e) {
            this.exitBrowser(accountNo, uuid);
            throw new BusinessException(e.getMessage());
        }
        this.exitBrowser(accountNo, uuid);
    }

    /**
     * 根据账户号获取账户信息
     *
     * @param accountNo bilibili账户号
     * @return
     */
    private JSONObject getUserInfo(String accountNo, String... cookies) {
        String cookiesString;
        if (cookies.length > 0) {
            cookiesString = cookies[0];
        } else {
            cookiesString = this.getUserCookies(accountNo);
        }
        HttpConfig config = HttpConfig.custom()
                .url("https://api.bilibili.com/x/web-interface/nav")
                .headers(HttpHeader
                        .defaultHeader()
                        .other("Origin", "https://account.bilibili.com/")// 非必须
                        .referer("https://account.bilibili.com/account/home?spm_id_from=333.1007.0.0")// 非必须
                        .userAgent(this.getUserAgent(accountNo))// 非必须
                        .cookie(cookiesString)
                        .build()
                );
        String res = RequestUtil.get(config);
        final JSONObject response = JSONObject.parseObject(res);
        if (this.verifyCookies(response)) {
            return null;
        }
        if (!StringUtils.hasText(res)) {
            log.error("调用bilibili[用户信息]接口失败");
            throw new BusinessException("调用bilibili[用户信息]接口失败");
        }
        JSONObject obj = new JSONObject();
        final JSONObject userInfo = response.getJSONObject("data");
        obj.put("userId", userInfo.getString("mid"));
        obj.put("userNick", userInfo.getString("uname"));
        return obj;
    }

    /**
     * 将Bilibili账户的cookies放入driver中
     *
     * @param accountNo
     * @return
     */
    private WebDriver getBILIBILIDriver(String accountNo, String uuid) {
        WebDriver driver = common.createDriver();
        try {
            driver.get("https://www.bilibili.com/");
            Set<Cookie> cookieSet = common.loadCookie(accountNo, this.getType().getValue())
                    .stream()
                    .map(FwCookie::seleniumCookie)
                    .collect(Collectors.toSet());
            cookieSet.forEach(item -> driver.manage().addCookie(item));// 给driver加载账户的cookies;
            DRIVER_MAP.put(accountNo + "#" + uuid, driver);
            return driver;
        } catch (Exception e) {
            driver.close();
            throw new BusinessException("创建Bilibili驱动发生异常: " + e.getMessage());
        }
    }

    /**
     * 根据账户号查到用户cookies, 并组装成String形式返回
     *
     * @param accountNo 账户号
     * @return
     */
    public String getUserCookies(String accountNo) {
        return this.processCookiesToString(common.loadCookie(accountNo, this.getType().getValue()));
    }

    /**
     * 将cookies处理成字符串
     *
     * @return
     */
    private String processCookiesToString(List<FwCookie> cookies) {
        StringBuffer sb = new StringBuffer();
        cookies.forEach(item -> {
            sb.append(item.getName()).append("=").append(item.getValue()).append(";");
        });
        return sb.toString();
    }

    /**
     * 验证账户cookies是否失效
     *
     * @param response
     * @return
     */
    public boolean verifyCookies(JSONObject response) {
        if (Objects.nonNull(response)) {
            try {
                final Integer resultCode = response.getInteger("code");
                final String loginMsg = response.getString("message");
                if (Objects.equals(-101, resultCode) || loginMsg.contains("未登录")) {
                    return true;
                } else {
                    return false;
                }
            } catch (Exception e) {
                throw new BusinessException("验证Bilibili cookies发生异常: " + e.getMessage());
            }
        } else {
            log.error("调用Bilibili平台接口未接收到返回值");
            throw new BusinessException("调用Bilibili平台接口未接收到返回值");
        }
    }

    /**
     * 退出浏览器
     *
     * @param accountNo 账户号
     * @return
     */
    public boolean exitBrowser(String accountNo, String uuid) {
        String key = accountNo + (Objects.nonNull(uuid) ? "#" + uuid : "");
        WebDriver driver = DRIVER_MAP.get(key);
        if (Objects.isNull(driver)) {
            return true;
        }
        driver.close();
        DRIVER_MAP.remove(key);
        return true;
    }
}