Files
ChatLab/electron/main/worker/query/advanced/activity.ts
T

617 lines
18 KiB
TypeScript

/**
* 活跃度分析模块
* 包含:夜猫分析、龙王分析、潜水分析、打卡分析
*/
import { openDatabase, buildTimeFilter, buildSystemMessageFilter, type TimeFilter } from '../../core'
// ==================== 夜猫分析 ====================
/**
* 根据深夜发言数获取称号
*/
function getNightOwlTitleByCount(count: number): string {
if (count === 0) return '养生达人'
if (count <= 20) return '偶尔失眠'
if (count <= 50) return '经常失眠'
if (count <= 100) return '夜猫子'
if (count <= 200) return '秃头预备役'
if (count <= 500) return '修仙练习生'
return '守夜冠军'
}
/**
* 将时间戳转换为"调整后的日期"(以凌晨5点为界)
*/
function getAdjustedDate(ts: number): string {
const date = new Date(ts * 1000)
const hour = date.getHours()
if (hour < 5) {
date.setDate(date.getDate() - 1)
}
return date.toISOString().split('T')[0]
}
/**
* 格式化分钟数为 HH:MM
*/
function formatMinutes(minutes: number): string {
const h = Math.floor(minutes / 60)
const m = Math.round(minutes % 60)
return `${h.toString().padStart(2, '0')}:${m.toString().padStart(2, '0')}`
}
/**
* 获取夜猫分析数据
*/
export function getNightOwlAnalysis(sessionId: string, filter?: TimeFilter): any {
const db = openDatabase(sessionId)
const emptyResult = {
nightOwlRank: [],
lastSpeakerRank: [],
firstSpeakerRank: [],
consecutiveRecords: [],
champions: [],
totalDays: 0,
}
if (!db) return emptyResult
const { clause, params } = buildTimeFilter(filter)
const clauseWithSystem = buildSystemMessageFilter(clause)
const messages = db
.prepare(
`
SELECT
msg.id,
msg.sender_id as senderId,
msg.ts,
m.platform_id as platformId,
COALESCE(m.group_nickname, m.account_name, m.platform_id) as name
FROM message msg
JOIN member m ON msg.sender_id = m.id
${clauseWithSystem}
ORDER BY msg.ts ASC
`
)
.all(...params) as Array<{
id: number
senderId: number
ts: number
platformId: string
name: string
}>
if (messages.length === 0) return emptyResult
const memberInfo = new Map<number, { platformId: string; name: string }>()
const nightStats = new Map<
number,
{
total: number
h23: number
h0: number
h1: number
h2: number
h3to4: number
totalMessages: number
}
>()
const dailyMessages = new Map<string, Array<{ senderId: number; ts: number; hour: number; minute: number }>>()
const memberNightDays = new Map<number, Set<string>>()
for (const msg of messages) {
if (!memberInfo.has(msg.senderId)) {
memberInfo.set(msg.senderId, { platformId: msg.platformId, name: msg.name })
}
const date = new Date(msg.ts * 1000)
const hour = date.getHours()
const minute = date.getMinutes()
const adjustedDate = getAdjustedDate(msg.ts)
if (!nightStats.has(msg.senderId)) {
nightStats.set(msg.senderId, { total: 0, h23: 0, h0: 0, h1: 0, h2: 0, h3to4: 0, totalMessages: 0 })
}
const stats = nightStats.get(msg.senderId)!
stats.totalMessages++
if (hour === 23) {
stats.h23++
stats.total++
} else if (hour === 0) {
stats.h0++
stats.total++
} else if (hour === 1) {
stats.h1++
stats.total++
} else if (hour === 2) {
stats.h2++
stats.total++
} else if (hour >= 3 && hour < 5) {
stats.h3to4++
stats.total++
}
if (hour >= 23 || hour < 5) {
if (!memberNightDays.has(msg.senderId)) {
memberNightDays.set(msg.senderId, new Set())
}
memberNightDays.get(msg.senderId)!.add(adjustedDate)
}
if (!dailyMessages.has(adjustedDate)) {
dailyMessages.set(adjustedDate, [])
}
dailyMessages.get(adjustedDate)!.push({ senderId: msg.senderId, ts: msg.ts, hour, minute })
}
const totalDays = dailyMessages.size
// 构建修仙排行榜
const nightOwlRank: any[] = []
for (const [memberId, stats] of nightStats.entries()) {
if (stats.total === 0) continue
const info = memberInfo.get(memberId)!
nightOwlRank.push({
memberId,
platformId: info.platformId,
name: info.name,
totalNightMessages: stats.total,
title: getNightOwlTitleByCount(stats.total),
hourlyBreakdown: {
h23: stats.h23,
h0: stats.h0,
h1: stats.h1,
h2: stats.h2,
h3to4: stats.h3to4,
},
percentage: stats.totalMessages > 0 ? Math.round((stats.total / stats.totalMessages) * 10000) / 100 : 0,
})
}
nightOwlRank.sort((a, b) => b.totalNightMessages - a.totalNightMessages)
// 最晚/最早发言
const lastSpeakerStats = new Map<number, { count: number; times: number[] }>()
const firstSpeakerStats = new Map<number, { count: number; times: number[] }>()
for (const [, dayMessages] of dailyMessages.entries()) {
if (dayMessages.length === 0) continue
const lastMsg = dayMessages[dayMessages.length - 1]
if (!lastSpeakerStats.has(lastMsg.senderId)) {
lastSpeakerStats.set(lastMsg.senderId, { count: 0, times: [] })
}
const lastStats = lastSpeakerStats.get(lastMsg.senderId)!
lastStats.count++
lastStats.times.push(lastMsg.hour * 60 + lastMsg.minute)
const firstMsg = dayMessages[0]
if (!firstSpeakerStats.has(firstMsg.senderId)) {
firstSpeakerStats.set(firstMsg.senderId, { count: 0, times: [] })
}
const firstStats = firstSpeakerStats.get(firstMsg.senderId)!
firstStats.count++
firstStats.times.push(firstMsg.hour * 60 + firstMsg.minute)
}
// 构建排行
const lastSpeakerRank: any[] = []
for (const [memberId, stats] of lastSpeakerStats.entries()) {
const info = memberInfo.get(memberId)!
const avgMinutes = stats.times.reduce((a, b) => a + b, 0) / stats.times.length
const maxMinutes = Math.max(...stats.times)
lastSpeakerRank.push({
memberId,
platformId: info.platformId,
name: info.name,
count: stats.count,
avgTime: formatMinutes(avgMinutes),
extremeTime: formatMinutes(maxMinutes),
percentage: totalDays > 0 ? Math.round((stats.count / totalDays) * 10000) / 100 : 0,
})
}
lastSpeakerRank.sort((a, b) => b.count - a.count)
const firstSpeakerRank: any[] = []
for (const [memberId, stats] of firstSpeakerStats.entries()) {
const info = memberInfo.get(memberId)!
const avgMinutes = stats.times.reduce((a, b) => a + b, 0) / stats.times.length
const minMinutes = Math.min(...stats.times)
firstSpeakerRank.push({
memberId,
platformId: info.platformId,
name: info.name,
count: stats.count,
avgTime: formatMinutes(avgMinutes),
extremeTime: formatMinutes(minMinutes),
percentage: totalDays > 0 ? Math.round((stats.count / totalDays) * 10000) / 100 : 0,
})
}
firstSpeakerRank.sort((a, b) => b.count - a.count)
// 连续修仙天数
const consecutiveRecords: any[] = []
for (const [memberId, nightDaysSet] of memberNightDays.entries()) {
if (nightDaysSet.size === 0) continue
const info = memberInfo.get(memberId)!
const sortedDays = Array.from(nightDaysSet).sort()
let maxStreak = 1
let currentStreak = 1
for (let i = 1; i < sortedDays.length; i++) {
const prevDate = new Date(sortedDays[i - 1])
const currDate = new Date(sortedDays[i])
const diffDays = (currDate.getTime() - prevDate.getTime()) / (1000 * 60 * 60 * 24)
if (diffDays === 1) {
currentStreak++
maxStreak = Math.max(maxStreak, currentStreak)
} else {
currentStreak = 1
}
}
const lastDay = sortedDays[sortedDays.length - 1]
const today = new Date().toISOString().split('T')[0]
const yesterday = new Date(Date.now() - 86400000).toISOString().split('T')[0]
const isCurrentStreak = lastDay === today || lastDay === yesterday
consecutiveRecords.push({
memberId,
platformId: info.platformId,
name: info.name,
maxConsecutiveDays: maxStreak,
currentStreak: isCurrentStreak ? currentStreak : 0,
})
}
consecutiveRecords.sort((a, b) => b.maxConsecutiveDays - a.maxConsecutiveDays)
// 综合排名
const championScores = new Map<number, { nightMessages: number; lastSpeakerCount: number; consecutiveDays: number }>()
for (const item of nightOwlRank) {
if (!championScores.has(item.memberId)) {
championScores.set(item.memberId, { nightMessages: 0, lastSpeakerCount: 0, consecutiveDays: 0 })
}
championScores.get(item.memberId)!.nightMessages = item.totalNightMessages
}
for (const item of lastSpeakerRank) {
if (!championScores.has(item.memberId)) {
championScores.set(item.memberId, { nightMessages: 0, lastSpeakerCount: 0, consecutiveDays: 0 })
}
championScores.get(item.memberId)!.lastSpeakerCount = item.count
}
for (const item of consecutiveRecords) {
if (!championScores.has(item.memberId)) {
championScores.set(item.memberId, { nightMessages: 0, lastSpeakerCount: 0, consecutiveDays: 0 })
}
championScores.get(item.memberId)!.consecutiveDays = item.maxConsecutiveDays
}
const champions: any[] = []
for (const [memberId, scores] of championScores.entries()) {
const info = memberInfo.get(memberId)!
const score = scores.nightMessages * 1 + scores.lastSpeakerCount * 10 + scores.consecutiveDays * 20
if (score > 0) {
champions.push({
memberId,
platformId: info.platformId,
name: info.name,
score,
nightMessages: scores.nightMessages,
lastSpeakerCount: scores.lastSpeakerCount,
consecutiveDays: scores.consecutiveDays,
})
}
}
champions.sort((a, b) => b.score - a.score)
return {
nightOwlRank,
lastSpeakerRank,
firstSpeakerRank,
consecutiveRecords,
champions,
totalDays,
}
}
// ==================== 龙王分析 ====================
/**
* 获取龙王排名
*/
export function getDragonKingAnalysis(sessionId: string, filter?: TimeFilter): any {
const db = openDatabase(sessionId)
const emptyResult = { rank: [], totalDays: 0 }
if (!db) return emptyResult
const { clause, params } = buildTimeFilter(filter)
const clauseWithSystem = buildSystemMessageFilter(clause)
const dailyTopSpeakers = db
.prepare(
`
WITH daily_counts AS (
SELECT
strftime('%Y-%m-%d', msg.ts, 'unixepoch', 'localtime') as date,
msg.sender_id,
m.platform_id,
COALESCE(m.group_nickname, m.account_name, m.platform_id) as name,
COUNT(*) as msg_count
FROM message msg
JOIN member m ON msg.sender_id = m.id
${clauseWithSystem}
GROUP BY date, msg.sender_id
),
daily_max AS (
SELECT date, MAX(msg_count) as max_count
FROM daily_counts
GROUP BY date
)
SELECT dc.sender_id, dc.platform_id, dc.name, COUNT(*) as dragon_days
FROM daily_counts dc
JOIN daily_max dm ON dc.date = dm.date AND dc.msg_count = dm.max_count
GROUP BY dc.sender_id
ORDER BY dragon_days DESC
`
)
.all(...params) as Array<{
sender_id: number
platform_id: string
name: string
dragon_days: number
}>
const totalDaysRow = db
.prepare(
`
SELECT COUNT(DISTINCT strftime('%Y-%m-%d', msg.ts, 'unixepoch', 'localtime')) as total
FROM message msg
JOIN member m ON msg.sender_id = m.id
${clauseWithSystem}
`
)
.get(...params) as { total: number }
const totalDays = totalDaysRow.total
const rank = dailyTopSpeakers.map((item) => ({
memberId: item.sender_id,
platformId: item.platform_id,
name: item.name,
count: item.dragon_days,
percentage: totalDays > 0 ? Math.round((item.dragon_days / totalDays) * 10000) / 100 : 0,
}))
return { rank, totalDays }
}
// ==================== 潜水分析 ====================
/**
* 获取潜水排名
*/
export function getDivingAnalysis(sessionId: string, filter?: TimeFilter): any {
const db = openDatabase(sessionId)
const emptyResult = { rank: [] }
if (!db) return emptyResult
const { clause, params } = buildTimeFilter(filter)
const clauseWithSystem = buildSystemMessageFilter(clause)
const lastMessages = db
.prepare(
`
SELECT
m.id as member_id,
m.platform_id,
COALESCE(m.group_nickname, m.account_name, m.platform_id) as name,
MAX(msg.ts) as last_ts
FROM member m
JOIN message msg ON m.id = msg.sender_id
${clauseWithSystem.replace('msg.', 'msg.')}
GROUP BY m.id
ORDER BY last_ts ASC
`
)
.all(...params) as Array<{
member_id: number
platform_id: string
name: string
last_ts: number
}>
const now = Math.floor(Date.now() / 1000)
const rank = lastMessages.map((item) => ({
memberId: item.member_id,
platformId: item.platform_id,
name: item.name,
lastMessageTs: item.last_ts,
daysSinceLastMessage: Math.floor((now - item.last_ts) / 86400),
}))
return { rank }
}
// ==================== 打卡分析 ====================
/**
* 获取打卡分析数据(火花榜 + 忠臣榜)
*/
export function getCheckInAnalysis(sessionId: string, filter?: TimeFilter): any {
const db = openDatabase(sessionId)
const emptyResult = {
streakRank: [],
loyaltyRank: [],
totalDays: 0,
}
if (!db) return emptyResult
const { clause, params } = buildTimeFilter(filter)
const whereClause = buildSystemMessageFilter(clause)
// 1. 获取每个成员每天是否发言的数据
// 检查时间戳格式:如果 ts > 1e12 则是毫秒,否则是秒
const sampleTs = db.prepare(`SELECT ts FROM message LIMIT 1`).get() as { ts: number } | undefined
const tsIsMillis = sampleTs?.ts && sampleTs.ts > 1e12
const tsExpr = tsIsMillis ? 'msg.ts / 1000' : 'msg.ts'
const dailyActivity = db
.prepare(
`
SELECT
msg.sender_id as senderId,
COALESCE(m.group_nickname, m.account_name, m.platform_id) as name,
DATE(${tsExpr}, 'unixepoch', 'localtime') as day
FROM message msg
JOIN member m ON msg.sender_id = m.id
${whereClause}
GROUP BY msg.sender_id, day
ORDER BY msg.sender_id, day
`
)
.all(...params) as Array<{
senderId: number
name: string
day: string
}>
if (dailyActivity.length === 0) return emptyResult
// 2. 获取群聊总天数
const allDays = new Set(dailyActivity.map((r) => r.day))
const totalDays = allDays.size
// 获取最后一天(用于判断当前连续)
const sortedDays = Array.from(allDays).sort()
const lastDay = sortedDays[sortedDays.length - 1]
// 3. 按成员分组
const memberDays = new Map<number, { name: string; days: Set<string> }>()
for (const record of dailyActivity) {
if (!memberDays.has(record.senderId)) {
memberDays.set(record.senderId, { name: record.name, days: new Set() })
}
memberDays.get(record.senderId)!.days.add(record.day)
}
// 4. 计算每个成员的连续发言和累计发言
const streakData: Array<{
memberId: number
name: string
maxStreak: number
maxStreakStart: string
maxStreakEnd: string
currentStreak: number
}> = []
const loyaltyData: Array<{
memberId: number
name: string
totalDays: number
}> = []
for (const [memberId, data] of memberDays) {
const sortedMemberDays = Array.from(data.days).sort()
const totalMemberDays = sortedMemberDays.length
// 计算最长连续
let maxStreak = 1
let maxStreakStart = sortedMemberDays[0]
let maxStreakEnd = sortedMemberDays[0]
let currentStreakCount = 1
let currentStreakStart = sortedMemberDays[0]
for (let i = 1; i < sortedMemberDays.length; i++) {
const prevDate = new Date(sortedMemberDays[i - 1])
const currDate = new Date(sortedMemberDays[i])
const diffDays = Math.round((currDate.getTime() - prevDate.getTime()) / (1000 * 60 * 60 * 24))
if (diffDays === 1) {
// 连续
currentStreakCount++
} else {
// 中断,检查是否更新最大值
if (currentStreakCount > maxStreak) {
maxStreak = currentStreakCount
maxStreakStart = currentStreakStart
maxStreakEnd = sortedMemberDays[i - 1]
}
currentStreakCount = 1
currentStreakStart = sortedMemberDays[i]
}
}
// 检查最后一段连续
if (currentStreakCount > maxStreak) {
maxStreak = currentStreakCount
maxStreakStart = currentStreakStart
maxStreakEnd = sortedMemberDays[sortedMemberDays.length - 1]
}
// 计算当前连续(是否以最后一天结束)
let finalCurrentStreak = 0
if (sortedMemberDays[sortedMemberDays.length - 1] === lastDay) {
// 从最后一天往前数
finalCurrentStreak = 1
for (let i = sortedMemberDays.length - 2; i >= 0; i--) {
const currDate = new Date(sortedMemberDays[i + 1])
const prevDate = new Date(sortedMemberDays[i])
const diffDays = Math.round((currDate.getTime() - prevDate.getTime()) / (1000 * 60 * 60 * 24))
if (diffDays === 1) {
finalCurrentStreak++
} else {
break
}
}
}
streakData.push({
memberId,
name: data.name,
maxStreak,
maxStreakStart,
maxStreakEnd,
currentStreak: finalCurrentStreak,
})
loyaltyData.push({
memberId,
name: data.name,
totalDays: totalMemberDays,
})
}
// 5. 排序
const streakRank = streakData.sort((a, b) => b.maxStreak - a.maxStreak)
const sortedLoyalty = loyaltyData.sort((a, b) => b.totalDays - a.totalDays)
const maxLoyaltyDays = sortedLoyalty.length > 0 ? sortedLoyalty[0].totalDays : 1
const loyaltyRank = sortedLoyalty.map((item) => ({
...item,
percentage: Math.round((item.totalDays / maxLoyaltyDays) * 100),
}))
return {
streakRank,
loyaltyRank,
totalDays,
}
}