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메모리 상태 또 변경

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This commit is contained in:
Hyoseong Jo
2025-12-28 23:06:44 +09:00
parent 474e20eb5c
commit 248eb6e6e0
5 changed files with 47 additions and 84 deletions
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13
backend/routes/_ws.ts
View File

@@ -210,17 +210,10 @@ async function getServerDashboard() {
let serverLevel = 'offline' let serverLevel = 'offline'
let cpuLevel = 'normal', memLevel = 'normal', diskLevel = 'normal' let cpuLevel = 'normal', memLevel = 'normal', diskLevel = 'normal'
// 메모리 퍼센트 계산: (total - free) / total * 100
let calculatedMemPercent = 0
if (snapshot) {
const memTotal = Number(snapshot.memory_total) || 0
const memFree = Number(snapshot.memory_free) || 0
calculatedMemPercent = memTotal > 0 ? ((memTotal - memFree) / memTotal) * 100 : 0
}
if (!isOffline && snapshot) { if (!isOffline && snapshot) {
cpuLevel = getLevel(Number(snapshot.cpu_percent), thresholds.server?.cpu || { warning: 70, critical: 85, danger: 95 }) cpuLevel = getLevel(Number(snapshot.cpu_percent), thresholds.server?.cpu || { warning: 70, critical: 85, danger: 95 })
memLevel = getLevel(calculatedMemPercent, thresholds.server?.memory || { warning: 80, critical: 90, danger: 95 }) // 메모리: snapshot.memory_percent 직접 사용
memLevel = getLevel(Number(snapshot.memory_percent), thresholds.server?.memory || { warning: 80, critical: 90, danger: 95 })
diskLevel = getLevel(Number(diskData?.disk_percent), thresholds.server?.disk || { warning: 80, critical: 90, danger: 95 }) diskLevel = getLevel(Number(diskData?.disk_percent), thresholds.server?.disk || { warning: 80, critical: 90, danger: 95 })
serverLevel = getHighestLevel([cpuLevel, memLevel, diskLevel]) serverLevel = getHighestLevel([cpuLevel, memLevel, diskLevel])
} }
@@ -300,7 +293,7 @@ async function getServerDashboard() {
level: serverLevel, level: serverLevel,
cpu_percent: snapshot?.cpu_percent ?? null, cpu_percent: snapshot?.cpu_percent ?? null,
cpu_level: cpuLevel, cpu_level: cpuLevel,
memory_percent: calculatedMemPercent, memory_percent: snapshot?.memory_percent ?? null, // snapshot의 memory_percent 직접 사용
memory_level: memLevel, memory_level: memLevel,
memory_total: snapshot?.memory_total ?? null, memory_total: snapshot?.memory_total ?? null,
memory_free: snapshot?.memory_free ?? null, memory_free: snapshot?.memory_free ?? null,

72
backend/utils/server-scheduler.ts
View File

@@ -70,7 +70,7 @@ async function detectAnomalies(targetId: number, serverName: string) {
const SHORT_TERM_THRESHOLD = 30 const SHORT_TERM_THRESHOLD = 30
const snapshots = await query<any>(` const snapshots = await query<any>(`
SELECT cpu_percent, memory_total, memory_free SELECT cpu_percent, memory_percent
FROM server_snapshots FROM server_snapshots
WHERE target_id = $1 AND is_online = 1 WHERE target_id = $1 AND is_online = 1
ORDER BY collected_at DESC ORDER BY collected_at DESC
@@ -85,14 +85,9 @@ async function detectAnomalies(targetId: number, serverName: string) {
const currCpuAvg = currSnapshots.reduce((sum, s) => sum + (s.cpu_percent || 0), 0) / currSnapshots.length const currCpuAvg = currSnapshots.reduce((sum, s) => sum + (s.cpu_percent || 0), 0) / currSnapshots.length
const prevCpuAvg = prevSnapshots.reduce((sum, s) => sum + (s.cpu_percent || 0), 0) / prevSnapshots.length const prevCpuAvg = prevSnapshots.reduce((sum, s) => sum + (s.cpu_percent || 0), 0) / prevSnapshots.length
// 메모리: (total - free) / total * 100 // 메모리: memory_percent 직접 사용
const calcMemPct = (s: any) => { const currMemAvg = currSnapshots.reduce((sum, s) => sum + (s.memory_percent || 0), 0) / currSnapshots.length
const total = Number(s.memory_total) || 0 const prevMemAvg = prevSnapshots.reduce((sum, s) => sum + (s.memory_percent || 0), 0) / prevSnapshots.length
const free = Number(s.memory_free) || 0
return total > 0 ? ((total - free) / total) * 100 : 0
}
const currMemAvg = currSnapshots.reduce((sum, s) => sum + calcMemPct(s), 0) / currSnapshots.length
const prevMemAvg = prevSnapshots.reduce((sum, s) => sum + calcMemPct(s), 0) / prevSnapshots.length
const cpuChange = prevCpuAvg > 1 ? ((currCpuAvg - prevCpuAvg) / prevCpuAvg) * 100 : currCpuAvg - prevCpuAvg const cpuChange = prevCpuAvg > 1 ? ((currCpuAvg - prevCpuAvg) / prevCpuAvg) * 100 : currCpuAvg - prevCpuAvg
const memChange = prevMemAvg > 1 ? ((currMemAvg - prevMemAvg) / prevMemAvg) * 100 : currMemAvg - prevMemAvg const memChange = prevMemAvg > 1 ? ((currMemAvg - prevMemAvg) / prevMemAvg) * 100 : currMemAvg - prevMemAvg
@@ -149,7 +144,7 @@ async function detectAnomalies(targetId: number, serverName: string) {
const DANGER_Z = 3.0 const DANGER_Z = 3.0
const hourSnapshots = await query<any>(` const hourSnapshots = await query<any>(`
SELECT cpu_percent, memory_total, memory_free SELECT cpu_percent, memory_percent
FROM server_snapshots FROM server_snapshots
WHERE target_id = $1 AND is_online = 1 WHERE target_id = $1 AND is_online = 1
AND collected_at::timestamp >= NOW() - INTERVAL '1 hour' AND collected_at::timestamp >= NOW() - INTERVAL '1 hour'
@@ -159,16 +154,10 @@ async function detectAnomalies(targetId: number, serverName: string) {
if (hourSnapshots.length >= 10) { if (hourSnapshots.length >= 10) {
const current = hourSnapshots[0] const current = hourSnapshots[0]
const currCpu = current.cpu_percent ?? 0 const currCpu = current.cpu_percent ?? 0
// 메모리: (total - free) / total * 100 const currMem = current.memory_percent ?? 0 // memory_percent 직접 사용
const calcMemPctZ = (s: any) => {
const total = Number(s.memory_total) || 0
const free = Number(s.memory_free) || 0
return total > 0 ? ((total - free) / total) * 100 : 0
}
const currMem = calcMemPctZ(current)
const cpuValues = hourSnapshots.map(s => s.cpu_percent ?? 0) const cpuValues = hourSnapshots.map(s => s.cpu_percent ?? 0)
const memValues = hourSnapshots.map(s => calcMemPctZ(s)) const memValues = hourSnapshots.map(s => s.memory_percent ?? 0)
const cpuAvg = cpuValues.reduce((a, b) => a + b, 0) / cpuValues.length const cpuAvg = cpuValues.reduce((a, b) => a + b, 0) / cpuValues.length
const memAvg = memValues.reduce((a, b) => a + b, 0) / memValues.length const memAvg = memValues.reduce((a, b) => a + b, 0) / memValues.length
@@ -236,7 +225,7 @@ async function detectAnomalies(targetId: number, serverName: string) {
const dayType = isWeekend ? 'weekend' : 'weekday' const dayType = isWeekend ? 'weekend' : 'weekday'
const baselineData = await query<any>(` const baselineData = await query<any>(`
SELECT cpu_percent, memory_total, memory_free SELECT cpu_percent, memory_percent
FROM server_snapshots FROM server_snapshots
WHERE target_id = $1 AND is_online = 1 WHERE target_id = $1 AND is_online = 1
AND collected_at::timestamp >= NOW() - INTERVAL '14 days' AND collected_at::timestamp >= NOW() - INTERVAL '14 days'
@@ -249,25 +238,18 @@ async function detectAnomalies(targetId: number, serverName: string) {
`, [targetId, currentHour, dayType]) `, [targetId, currentHour, dayType])
const currentSnapshot = await queryOne<any>(` const currentSnapshot = await queryOne<any>(`
SELECT cpu_percent, memory_total, memory_free SELECT cpu_percent, memory_percent
FROM server_snapshots FROM server_snapshots
WHERE target_id = $1 AND is_online = 1 WHERE target_id = $1 AND is_online = 1
ORDER BY collected_at DESC LIMIT 1 ORDER BY collected_at DESC LIMIT 1
`, [targetId]) `, [targetId])
// 메모리 계산 함수: (total - free) / total * 100
const calcMemPctBaseline = (s: any) => {
const total = Number(s.memory_total) || 0
const free = Number(s.memory_free) || 0
return total > 0 ? ((total - free) / total) * 100 : 0
}
if (baselineData.length >= 5 && currentSnapshot) { if (baselineData.length >= 5 && currentSnapshot) {
const currCpu = currentSnapshot.cpu_percent ?? 0 const currCpu = currentSnapshot.cpu_percent ?? 0
const currMem = calcMemPctBaseline(currentSnapshot) const currMem = currentSnapshot.memory_percent ?? 0 // memory_percent 직접 사용
const cpuValues = baselineData.map(s => s.cpu_percent ?? 0) const cpuValues = baselineData.map(s => s.cpu_percent ?? 0)
const memValues = baselineData.map(s => calcMemPctBaseline(s)) const memValues = baselineData.map(s => s.memory_percent ?? 0)
const cpuAvg = cpuValues.reduce((a, b) => a + b, 0) / cpuValues.length const cpuAvg = cpuValues.reduce((a, b) => a + b, 0) / cpuValues.length
const memAvg = memValues.reduce((a, b) => a + b, 0) / memValues.length const memAvg = memValues.reduce((a, b) => a + b, 0) / memValues.length
@@ -506,7 +488,7 @@ async function collectServerData(target: ServerTarget) {
quicklook?.cpu_number || quicklook?.cpu_log_core || cpu?.cpucore || null, quicklook?.cpu_number || quicklook?.cpu_log_core || cpu?.cpucore || null,
cpu?.total ?? quicklook?.cpu ?? null, cpu?.total ?? quicklook?.cpu ?? null,
mem?.total || null, mem?.total || null,
mem?.used || null, mem?.total && mem?.percent ? (mem.total * mem.percent / 100) : null, // memory_used = total × percent / 100
mem?.free || null, mem?.free || null,
mem?.percent || null, mem?.percent || null,
memswap?.total || null, memswap?.total || null,
@@ -548,6 +530,26 @@ async function collectServerData(target: ServerTarget) {
if (Array.isArray(docker) && docker.length > 0) { if (Array.isArray(docker) && docker.length > 0) {
console.log(`[${now}] 🐳 [${target.server_name}] container 저장 (${docker.length}개 컨테이너)`) console.log(`[${now}] 🐳 [${target.server_name}] container 저장 (${docker.length}개 컨테이너)`)
for (const container of docker) { for (const container of docker) {
// CPU 값 추출 로직
const cpuPercent = container.cpu?.total ?? container.cpu_percent ?? null
const memoryUsage = container.memory?.usage || container.memory_usage || null
const memoryLimit = container.memory?.limit || container.memory_limit || null
const memoryPercent = container.memory?.usage && container.memory?.limit
? (container.memory.usage / container.memory.limit * 100)
: container.memory_percent ?? null
// 각 컨테이너별 상세 로그
console.log(`[${now}] 🐳 - ${container.name}: CPU=${cpuPercent?.toFixed(2) ?? 'null'}%, MEM=${memoryPercent?.toFixed(2) ?? 'null'}%`)
// CPU가 null인 경우 상세 디버깅
if (cpuPercent === null) {
console.warn(`[${now}] ⚠️ - ${container.name}: CPU 값 null! 원본:`, JSON.stringify({
'cpu.total': container.cpu?.total,
'cpu_percent': container.cpu_percent,
'cpu': container.cpu
}))
}
await execute(` await execute(`
INSERT INTO server_containers ( INSERT INTO server_containers (
target_id, docker_id, container_name, container_image, target_id, docker_id, container_name, container_image,
@@ -560,12 +562,10 @@ async function collectServerData(target: ServerTarget) {
container.name || null, container.name || null,
Array.isArray(container.image) ? container.image.join(', ') : container.image || null, Array.isArray(container.image) ? container.image.join(', ') : container.image || null,
container.status || null, container.status || null,
container.cpu?.total ?? container.cpu_percent ?? null, cpuPercent,
container.memory?.usage || container.memory_usage || null, memoryUsage,
container.memory?.limit || container.memory_limit || null, memoryLimit,
container.memory?.usage && container.memory?.limit memoryPercent,
? (container.memory.usage / container.memory.limit * 100)
: container.memory_percent ?? null,
container.uptime || null, container.uptime || null,
container.network?.rx ?? container.network_rx ?? null, container.network?.rx ?? container.network_rx ?? null,
container.network?.tx ?? container.network_tx ?? null, container.network?.tx ?? container.network_tx ?? null,

12
frontend/components/ServerPortlet.vue
View File

@@ -297,20 +297,16 @@ function isContainerChanged(serverId: number, containerName: string, metric: str
return changedKeys.value.has(`container-${serverId}-${containerName}-${metric}`) return changedKeys.value.has(`container-${serverId}-${containerName}-${metric}`)
} }
// 서버 메모리 퍼센트 계산: (total - free) / total * 100 // 서버 메모리 퍼센트: memory_percent 직접 사용
function calcMemPercent(server: ServerStatus): number { function calcMemPercent(server: ServerStatus): number {
const total = Number(server.memory_total) || 0 return server.memory_percent || 0
const free = Number(server.memory_free) || 0
if (total === 0) return 0
return ((total - free) / total) * 100
} }
// 서버 메모리 용량 포맷: used/total GB // 서버 메모리 용량 포맷: used/total GB (memory_used는 DB에서 계산된 값)
function formatServerMem(server: ServerStatus): string { function formatServerMem(server: ServerStatus): string {
const used = Number(server.memory_used) || 0
const total = Number(server.memory_total) || 0 const total = Number(server.memory_total) || 0
const free = Number(server.memory_free) || 0
if (total === 0) return '-' if (total === 0) return '-'
const used = total - free
const usedGB = (used / (1024 * 1024 * 1024)).toFixed(1) const usedGB = (used / (1024 * 1024 * 1024)).toFixed(1)
const totalGB = (total / (1024 * 1024 * 1024)).toFixed(1) const totalGB = (total / (1024 * 1024 * 1024)).toFixed(1)
return `${usedGB}/${totalGB}G` return `${usedGB}/${totalGB}G`

19
frontend/server/history.vue
View File

@@ -405,13 +405,8 @@ async function fetchSnapshots() {
load: validLoad.length ? (validLoad.reduce((a: number, b: number) => a + b, 0) / validLoad.length).toFixed(1) : '-' load: validLoad.length ? (validLoad.reduce((a: number, b: number) => a + b, 0) / validLoad.length).toFixed(1) : '-'
} }
// Memory/Swap 라인 차트 - 퍼센트 계산: (total - free) / total * 100 // Memory/Swap 라인 차트 - memory_percent 직접 사용
const memData = data.map((d: any) => { const memData = data.map((d: any) => d.memory_percent || 0)
const total = Number(d.memory_total) || 0
const free = Number(d.memory_free) || 0
if (total === 0) return 0
return ((total - free) / total) * 100
})
const swapData = data.map((d: any) => { const swapData = data.map((d: any) => {
const total = Number(d.swap_total) || 0 const total = Number(d.swap_total) || 0
const used = Number(d.swap_used) || 0 const used = Number(d.swap_used) || 0
@@ -424,16 +419,10 @@ async function fetchSnapshots() {
]) ])
// 평균 계산 (Memory, Swap) + 사용량/전체용량 (BigInt는 문자열로 반환되므로 Number로 변환) // 평균 계산 (Memory, Swap) + 사용량/전체용량 (BigInt는 문자열로 반환되므로 Number로 변환)
// 메모리 사용량 = total - free (free가 있으면 사용, 없으면 used 사용) // 메모리 사용량 = memory_used (DB에서 계산된 값)
// 메모리 퍼센트도 (total - free) / total * 100 으로 계산
const validMem = memData.filter((v: number) => v > 0) const validMem = memData.filter((v: number) => v > 0)
const validSwap = swapData.filter((v: number) => v >= 0) const validSwap = swapData.filter((v: number) => v >= 0)
const memUsedData = data.map((d: any) => { const memUsedData = data.map((d: any) => Number(d.memory_used) || 0).filter((v: number) => v > 0)
const total = Number(d.memory_total) || 0
const free = Number(d.memory_free) || 0
const used = Number(d.memory_used) || 0
return free > 0 ? (total - free) : used
}).filter((v: number) => v > 0)
const avgMemUsedGB = memUsedData.length ? (memUsedData.reduce((a: number, b: number) => a + b, 0) / memUsedData.length / (1024 * 1024 * 1024)).toFixed(1) : '-' const avgMemUsedGB = memUsedData.length ? (memUsedData.reduce((a: number, b: number) => a + b, 0) / memUsedData.length / (1024 * 1024 * 1024)).toFixed(1) : '-'
const memTotalGB = data[0]?.memory_total ? (Number(data[0].memory_total) / (1024 * 1024 * 1024)).toFixed(1) : '-' const memTotalGB = data[0]?.memory_total ? (Number(data[0].memory_total) / (1024 * 1024 * 1024)).toFixed(1) : '-'
const swapUsedData = data.map((d: any) => Number(d.swap_used) || 0).filter((v: number) => v >= 0) const swapUsedData = data.map((d: any) => Number(d.swap_used) || 0).filter((v: number) => v >= 0)

15
package-lock.json generated
View File

@@ -50,7 +50,6 @@
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"peer": true,
"dependencies": { "dependencies": {
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"@babel/generator": "^7.28.5", "@babel/generator": "^7.28.5",
@@ -3294,7 +3293,6 @@
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"devOptional": true, "devOptional": true,
"license": "MIT", "license": "MIT",
"peer": true,
"dependencies": { "dependencies": {
"undici-types": "~6.21.0" "undici-types": "~6.21.0"
} }
@@ -3543,7 +3541,6 @@
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"license": "MIT", "license": "MIT",
"peer": true,
"dependencies": { "dependencies": {
"@babel/parser": "^7.28.5", "@babel/parser": "^7.28.5",
"@vue/compiler-core": "3.5.26", "@vue/compiler-core": "3.5.26",
@@ -3714,7 +3711,6 @@
"resolved": "https://registry.npmjs.org/acorn/-/acorn-8.15.0.tgz", "resolved": "https://registry.npmjs.org/acorn/-/acorn-8.15.0.tgz",
"integrity": "sha512-NZyJarBfL7nWwIq+FDL6Zp/yHEhePMNnnJ0y3qfieCrmNvYct8uvtiV41UvlSe6apAfk0fY1FbWx+NwfmpvtTg==", "integrity": "sha512-NZyJarBfL7nWwIq+FDL6Zp/yHEhePMNnnJ0y3qfieCrmNvYct8uvtiV41UvlSe6apAfk0fY1FbWx+NwfmpvtTg==",
"license": "MIT", "license": "MIT",
"peer": true,
"bin": { "bin": {
"acorn": "bin/acorn" "acorn": "bin/acorn"
}, },
@@ -4059,7 +4055,6 @@
} }
], ],
"license": "MIT", "license": "MIT",
"peer": true,
"dependencies": { "dependencies": {
"baseline-browser-mapping": "^2.9.0", "baseline-browser-mapping": "^2.9.0",
"caniuse-lite": "^1.0.30001759", "caniuse-lite": "^1.0.30001759",
@@ -4161,7 +4156,6 @@
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"license": "MIT", "license": "MIT",
"peer": true,
"engines": { "engines": {
"node": ">=8" "node": ">=8"
} }
@@ -4239,7 +4233,6 @@
"resolved": "https://registry.npmjs.org/citty/-/citty-0.1.6.tgz", "resolved": "https://registry.npmjs.org/citty/-/citty-0.1.6.tgz",
"integrity": "sha512-tskPPKEs8D2KPafUypv2gxwJP8h/OaJmC82QQGGDQcHvXX43xF2VDACcJVmZ0EuSxkpO9Kc4MlrA3q0+FG58AQ==", "integrity": "sha512-tskPPKEs8D2KPafUypv2gxwJP8h/OaJmC82QQGGDQcHvXX43xF2VDACcJVmZ0EuSxkpO9Kc4MlrA3q0+FG58AQ==",
"license": "MIT", "license": "MIT",
"peer": true,
"dependencies": { "dependencies": {
"consola": "^3.2.3" "consola": "^3.2.3"
} }
@@ -7645,7 +7638,6 @@
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"license": "MIT", "license": "MIT",
"peer": true,
"dependencies": { "dependencies": {
"@oxc-project/types": "^0.102.0" "@oxc-project/types": "^0.102.0"
}, },
@@ -7829,7 +7821,6 @@
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"integrity": "sha512-enxc1h0jA/aq5oSDMvqyW3q89ra6XIIDZgCX9vkMrnz5DFTw/Ny3Li2lFQ+pt3L6MCgm/5o2o8HW9hiJji+xvw==", "integrity": "sha512-enxc1h0jA/aq5oSDMvqyW3q89ra6XIIDZgCX9vkMrnz5DFTw/Ny3Li2lFQ+pt3L6MCgm/5o2o8HW9hiJji+xvw==",
"license": "MIT", "license": "MIT",
"peer": true,
"dependencies": { "dependencies": {
"pg-connection-string": "^2.9.1", "pg-connection-string": "^2.9.1",
"pg-pool": "^3.10.1", "pg-pool": "^3.10.1",
@@ -7962,7 +7953,6 @@
} }
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