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143
backend/internal/service/ops_health_score.go
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143
backend/internal/service/ops_health_score.go
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package service
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import (
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"math"
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"time"
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)
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// computeDashboardHealthScore computes a 0-100 health score from the metrics returned by the dashboard overview.
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//
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// Design goals:
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// - Backend-owned scoring (UI only displays).
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// - Layered scoring: Business Health (70%) + Infrastructure Health (30%)
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// - Avoids double-counting (e.g., DB failure affects both infra and business metrics)
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// - Conservative + stable: penalize clear degradations; avoid overreacting to missing/idle data.
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func computeDashboardHealthScore(now time.Time, overview *OpsDashboardOverview) int {
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if overview == nil {
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return 0
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}
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// Idle/no-data: avoid showing a "bad" score when there is no traffic.
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// UI can still render a gray/idle state based on QPS + error rate.
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if overview.RequestCountSLA <= 0 && overview.RequestCountTotal <= 0 && overview.ErrorCountTotal <= 0 {
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return 100
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}
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businessHealth := computeBusinessHealth(overview)
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infraHealth := computeInfraHealth(now, overview)
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// Weighted combination: 70% business + 30% infrastructure
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score := businessHealth*0.7 + infraHealth*0.3
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return int(math.Round(clampFloat64(score, 0, 100)))
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}
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// computeBusinessHealth calculates business health score (0-100)
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// Components: Error Rate (50%) + TTFT (50%)
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func computeBusinessHealth(overview *OpsDashboardOverview) float64 {
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// Error rate score: 1% → 100, 10% → 0 (linear)
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// Combines request errors and upstream errors
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errorScore := 100.0
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errorPct := clampFloat64(overview.ErrorRate*100, 0, 100)
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upstreamPct := clampFloat64(overview.UpstreamErrorRate*100, 0, 100)
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combinedErrorPct := math.Max(errorPct, upstreamPct) // Use worst case
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if combinedErrorPct > 1.0 {
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if combinedErrorPct <= 10.0 {
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errorScore = (10.0 - combinedErrorPct) / 9.0 * 100
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} else {
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errorScore = 0
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}
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}
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// TTFT score: 1s → 100, 3s → 0 (linear)
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// Time to first token is critical for user experience
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ttftScore := 100.0
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if overview.TTFT.P99 != nil {
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p99 := float64(*overview.TTFT.P99)
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if p99 > 1000 {
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if p99 <= 3000 {
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ttftScore = (3000 - p99) / 2000 * 100
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} else {
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ttftScore = 0
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}
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}
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}
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// Weighted combination: 50% error rate + 50% TTFT
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return errorScore*0.5 + ttftScore*0.5
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}
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// computeInfraHealth calculates infrastructure health score (0-100)
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// Components: Storage (40%) + Compute Resources (30%) + Background Jobs (30%)
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func computeInfraHealth(now time.Time, overview *OpsDashboardOverview) float64 {
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// Storage score: DB critical, Redis less critical
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storageScore := 100.0
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if overview.SystemMetrics != nil {
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if overview.SystemMetrics.DBOK != nil && !*overview.SystemMetrics.DBOK {
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storageScore = 0 // DB failure is critical
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} else if overview.SystemMetrics.RedisOK != nil && !*overview.SystemMetrics.RedisOK {
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storageScore = 50 // Redis failure is degraded but not critical
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}
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}
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// Compute resources score: CPU + Memory
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computeScore := 100.0
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if overview.SystemMetrics != nil {
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cpuScore := 100.0
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if overview.SystemMetrics.CPUUsagePercent != nil {
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cpuPct := clampFloat64(*overview.SystemMetrics.CPUUsagePercent, 0, 100)
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if cpuPct > 80 {
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if cpuPct <= 100 {
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cpuScore = (100 - cpuPct) / 20 * 100
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} else {
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cpuScore = 0
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}
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}
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}
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memScore := 100.0
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if overview.SystemMetrics.MemoryUsagePercent != nil {
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memPct := clampFloat64(*overview.SystemMetrics.MemoryUsagePercent, 0, 100)
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if memPct > 85 {
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if memPct <= 100 {
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memScore = (100 - memPct) / 15 * 100
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} else {
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memScore = 0
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}
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}
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}
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computeScore = (cpuScore + memScore) / 2
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}
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// Background jobs score
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jobScore := 100.0
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failedJobs := 0
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totalJobs := 0
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for _, hb := range overview.JobHeartbeats {
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if hb == nil {
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continue
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}
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totalJobs++
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if hb.LastErrorAt != nil && (hb.LastSuccessAt == nil || hb.LastErrorAt.After(*hb.LastSuccessAt)) {
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failedJobs++
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} else if hb.LastSuccessAt != nil && now.Sub(*hb.LastSuccessAt) > 15*time.Minute {
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failedJobs++
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}
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}
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if totalJobs > 0 && failedJobs > 0 {
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jobScore = (1 - float64(failedJobs)/float64(totalJobs)) * 100
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}
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// Weighted combination
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return storageScore*0.4 + computeScore*0.3 + jobScore*0.3
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}
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func clampFloat64(v float64, min float64, max float64) float64 {
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if v < min {
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return min
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}
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if v > max {
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return max
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}
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return v
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}
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