Files
system-monitor/backend/api/anomaly/short-term.get.ts
2025-12-28 16:17:39 +09:00

110 lines
3.3 KiB
TypeScript

import { query } from '../../utils/db'
export default defineEventHandler(async (event) => {
const THRESHOLD = 30 // 30% 이상 변화 시 이상 감지
// 활성 서버 목록
const servers = await query<any>(`
SELECT target_id, server_name
FROM server_targets
WHERE is_active = 1
ORDER BY server_name
`)
const anomalies: any[] = []
const serverResults: any[] = []
for (const server of servers) {
const snapshots = await query<any>(`
SELECT cpu_percent, memory_percent, collected_at
FROM server_snapshots
WHERE target_id = $1
ORDER BY collected_at DESC
LIMIT 20
`, [server.target_id])
if (snapshots.length < 4) {
serverResults.push({
target_id: server.target_id,
server_name: server.server_name,
cpu_change: null,
mem_change: null,
status: 'normal'
})
continue
}
const half = Math.floor(snapshots.length / 2)
const currSnapshots = snapshots.slice(0, half)
const prevSnapshots = snapshots.slice(half)
const currCpuAvg = currSnapshots.reduce((sum: number, s: any) => sum + (Number(s.cpu_percent) || 0), 0) / currSnapshots.length
const prevCpuAvg = prevSnapshots.reduce((sum: number, s: any) => sum + (Number(s.cpu_percent) || 0), 0) / prevSnapshots.length
const currMemAvg = currSnapshots.reduce((sum: number, s: any) => sum + (Number(s.memory_percent) || 0), 0) / currSnapshots.length
const prevMemAvg = prevSnapshots.reduce((sum: number, s: any) => sum + (Number(s.memory_percent) || 0), 0) / prevSnapshots.length
let cpuChange: number | null = null
let memChange: number | null = null
if (prevCpuAvg > 1) {
cpuChange = ((currCpuAvg - prevCpuAvg) / prevCpuAvg) * 100
} else {
cpuChange = currCpuAvg - prevCpuAvg
}
if (prevMemAvg > 1) {
memChange = ((currMemAvg - prevMemAvg) / prevMemAvg) * 100
} else {
memChange = currMemAvg - prevMemAvg
}
let status = 'normal'
const maxChange = Math.max(Math.abs(cpuChange || 0), Math.abs(memChange || 0))
if (maxChange >= 100) status = 'danger'
else if (maxChange >= THRESHOLD) status = 'warning'
serverResults.push({
target_id: server.target_id,
server_name: server.server_name,
cpu_change: cpuChange,
mem_change: memChange,
status
})
// CPU 이상 감지
if (cpuChange !== null && Math.abs(cpuChange) >= THRESHOLD) {
anomalies.push({
target_id: server.target_id,
server_name: server.server_name,
metric: 'CPU',
prev_avg: prevCpuAvg,
curr_avg: currCpuAvg,
change_rate: cpuChange,
direction: cpuChange >= 0 ? 'up' : 'down'
})
}
// Memory 이상 감지
if (memChange !== null && Math.abs(memChange) >= THRESHOLD) {
anomalies.push({
target_id: server.target_id,
server_name: server.server_name,
metric: 'Memory',
prev_avg: prevMemAvg,
curr_avg: currMemAvg,
change_rate: memChange,
direction: memChange >= 0 ? 'up' : 'down'
})
}
}
anomalies.sort((a, b) => Math.abs(b.change_rate) - Math.abs(a.change_rate))
return {
anomalies,
servers: serverResults,
threshold: THRESHOLD,
timestamp: new Date().toISOString()
}
})