mirror of
https://github.com/ikechan8370/chatgpt-plugin.git
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229 lines
7.9 KiB
JavaScript
229 lines
7.9 KiB
JavaScript
import { Config } from '../config.js'
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import fs from 'fs'
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let nodejieba
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try {
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nodejieba = (await import('@node-rs/jieba')).default
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nodejieba.load()
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} catch (err) {
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logger.info('未安装@node-rs/jieba，娱乐功能-词云统计不可用')
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}
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export class Tokenizer {
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async getHistory (e, groupId, date = new Date(), duration = 0, userId) {
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if (!groupId) {
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throw new Error('no valid group id')
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}
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let group = e.bot.pickGroup(groupId, true)
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let latestChat = await group.getChatHistory(0, 1)
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let seq = latestChat[0].seq
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let chats = latestChat
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function compareByTime (a, b) {
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const timeA = a.time
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const timeB = b.time
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if (timeA < timeB) {
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return -1
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}
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if (timeA > timeB) {
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return 1
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}
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return 0
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}
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// Get the current timestamp
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let currentTime = date.getTime()
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// Step 2: Set the hours, minutes, seconds, and milliseconds to 0
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date.setHours(0, 0, 0, 0)
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// Step 3: Calculate the timestamp representing the start of the specified date
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// duration represents the number of hours to go back
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// if duration is 0, keeping the original date (start of today)
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let startOfSpecifiedDate = date.getTime()
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// if duration > 0, go back to the specified number of hours
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if (duration > 0) {
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// duration should be in range [0, 24]
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// duration = Math.min(duration, 24)
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startOfSpecifiedDate = currentTime - (duration * 60 * 60 * 1000)
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}
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// Step 4: Get the end of the specified date by current time
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const endOfSpecifiedDate = currentTime
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while (isTimestampInDateRange(chats[0]?.time, startOfSpecifiedDate, endOfSpecifiedDate) &&
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isTimestampInDateRange(chats[chats.length - 1]?.time, startOfSpecifiedDate, endOfSpecifiedDate)) {
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let chatHistory = await group.getChatHistory(seq, 20)
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if (chatHistory.length === 1) {
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if (chats[0].seq === chatHistory[0].seq) {
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// 昨天没有聊天记录 比如新建的群 新进群的机器人 会卡在某一条
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break
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}
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}
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chats.push(...chatHistory)
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chats.sort(compareByTime)
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seq = chatHistory?.[0]?.seq
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if (!seq) {
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break
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}
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if (Config.debug) {
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logger.info(`拉取到${chatHistory.length}条聊天记录，当前已累计获取${chats.length}条聊天记录，继续拉...`)
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}
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}
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chats = chats.filter(chat => isTimestampInDateRange(chat.time, startOfSpecifiedDate, endOfSpecifiedDate))
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if (userId) {
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chats = chats.filter(chat => chat.sender.user_id === userId)
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}
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return chats
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}
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async getKeywordTopK (e, groupId, topK = 100, duration = 0, userId) {
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if (!nodejieba) {
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throw new Error('未安装node-rs/jieba，娱乐功能-词云统计不可用')
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}
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// duration represents the number of hours to go back, should in range [0, 24]
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let chats = await this.getHistory(e, groupId, new Date(), duration, userId)
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let durationStr = duration > 0 ? `${duration}小时` : '今日'
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logger.mark(`聊天记录拉取完成，获取到${durationStr}内${chats.length}条聊天记录，准备分词中`)
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const _path = process.cwd()
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let stopWordsPath = `${_path}/plugins/chatgpt-plugin/utils/wordcloud/cn_stopwords.txt`
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const data = fs.readFileSync(stopWordsPath)
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const stopWords = String(data)?.split('\n') || []
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let chatContent = chats
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.map(c => c.message
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// 只统计文本内容
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.filter(item => item.type == 'text')
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.map(textItem => `${textItem.text}`)
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.join('').trim()
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)
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.map(c => {
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// let length = c.length
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let threshold = 2
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// if (length < 100 && length > 50) {
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// threshold = 6
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// } else if (length <= 50 && length > 25) {
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// threshold = 3
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// } else if (length <= 25) {
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// threshold = 2
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// }
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return nodejieba.extract(c, threshold)
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})
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.reduce((acc, curr) => acc.concat(curr), [])
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.map(c => c.keyword)
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.filter(c => stopWords.indexOf(c) < 0)
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if (Config.debug) {
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logger.info(chatContent)
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}
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const countMap = {}
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for (const value of chatContent) {
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if (countMap[value]) {
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countMap[value]++
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} else {
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countMap[value] = 1
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}
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}
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let list = Object.keys(countMap).map(k => {
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return [k, countMap[k]]
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})
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function compareByFrequency (a, b) {
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const freA = a[1]
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const freB = b[1]
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if (freA < freB) {
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return 1
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}
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if (freA > freB) {
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return -1
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}
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return 0
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}
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logger.mark('分词统计完成，绘制词云中...')
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return list.filter(s => s[1] > 2).sort(compareByFrequency).slice(0, topK)
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}
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}
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export class ShamrockTokenizer extends Tokenizer {
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async getHistory (e, groupId, date = new Date(), duration = 0, userId) {
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logger.mark('当前使用Shamrock适配器')
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if (!groupId) {
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throw new Error('no valid group id')
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}
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let group = e.bot.pickGroup(groupId, true)
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// 直接加大力度
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let pageSize = 500
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let chats = (await group.getChatHistory(0, pageSize, false)) || []
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// Get the current timestamp
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let currentTime = date.getTime()
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// Step 2: Set the hours, minutes, seconds, and milliseconds to 0
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date.setHours(0, 0, 0, 0)
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// Step 3: Calculate the timestamp representing the start of the specified date
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// duration represents the number of hours to go back
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// if duration is 0, keeping the original date (start of today)
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let startOfSpecifiedDate = date.getTime()
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// if duration > 0, go back to the specified number of hours
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if (duration > 0) {
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// duration should be in range [0, 24]
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// duration = Math.min(duration, 24)
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startOfSpecifiedDate = currentTime - (duration * 60 * 60 * 1000)
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}
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// Step 4: Get the end of the specified date by currentTime
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const endOfSpecifiedDate = currentTime
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let cursor = chats.length
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// -------------------------------------------------------
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// | | |
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// -------------------------------------------------------
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// ^ ^
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// long ago cursor+pageSize cursor current
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while (isTimestampInDateRange(chats[0]?.time, startOfSpecifiedDate, endOfSpecifiedDate)) {
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// 由于Shamrock消息是从最新的开始拉，结束时由于动态更新，一旦有人发送消息就会立刻停止，所以不判断结束时间
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// 拉到后面会巨卡，所以增大page减少次数
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pageSize = Math.floor(Math.max(cursor / 2, pageSize))
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cursor = cursor + pageSize
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let retries = 3
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let chatHistory
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while (retries >= 0) {
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try {
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chatHistory = await group.getChatHistory(0, cursor, false)
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break
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} catch (err) {
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if (retries === 0) {
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logger.error(err)
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}
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retries--
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}
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}
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if (retries < 0) {
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logger.warn('拉不动了，就这样吧')
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break
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}
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if (chatHistory.length === 1) {
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break
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}
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if (chatHistory.length === chats.length) {
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// 没有了！再拉也没有了
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break
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}
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let oldLength = chats.length
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chats = chatHistory
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// chats.sort(compareByTime)
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if (Config.debug) {
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logger.info(`拉取到${chats.length - oldLength}条聊天记录，当前已累计获取${chats.length}条聊天记录，继续拉...`)
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}
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}
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chats = chats.filter(chat => isTimestampInDateRange(chat.time, startOfSpecifiedDate, endOfSpecifiedDate))
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if (userId) {
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chats = chats.filter(chat => chat.sender.user_id === userId)
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}
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return chats
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}
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}
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function isTimestampInDateRange (timestamp, startOfSpecifiedDate, endOfSpecifiedDate) {
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if (!timestamp) {
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return false
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}
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timestamp = timestamp * 1000
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// Step 5: Compare the given timestamp with the start and end of the specified date
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return timestamp >= startOfSpecifiedDate && timestamp < endOfSpecifiedDate
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}
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