6183159974
- Install Prometheus + Grafana via kube-prometheus-stack (ClusterIP only, no public ingress) - Deploy Tailscale Operator for secure VPN access to internal services - Add CNPG/PostgreSQL monitoring dashboards - Add vLLM inference monitoring dashboards (tokens, latency, GPU) - Add Cilium networking dashboards (policy, traffic, drops) - Update infra-controllers staging kustomization to include all controllers - Add monitoring-configs Flux sync for dashboard deployment - Update README with monitoring architecture and access instructions - Remove broken stale monitoring files (Azure Key Vault refs, wrong domains) Access: kubectl port-forward or Tailscale VPN (replace auth key before deploy)
1376 lines
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39 KiB
YAML
1376 lines
No EOL
39 KiB
YAML
---
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apiVersion: v1
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kind: ConfigMap
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metadata:
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name: dashboard-vllm
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labels:
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grafana_dashboard: "1"
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annotations:
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grafana_folder: AI/ML
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data:
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vllm.json: |-
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{
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"annotations": {
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"list": [
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{
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"builtIn": 1,
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"datasource": {
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"type": "grafana",
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"uid": "-- Grafana --"
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},
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"enable": true,
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"hide": true,
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"iconColor": "rgba(0, 211, 255, 1)",
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"name": "Annotations & Alerts",
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"type": "dashboard"
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}
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]
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},
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"description": "vLLM inference server monitoring dashboard for OpenClaw Brain on GKE",
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"editable": true,
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"fiscalYearStartMonth": 0,
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"graphTooltip": 1,
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"id": null,
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"links": [],
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"liveNow": false,
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"panels": [
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{
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"collapsed": false,
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"gridPos": {
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"x": 0,
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"y": 0
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},
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"id": 100,
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"panels": [],
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"title": "Request Status",
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"type": "row"
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},
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{
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"datasource": {
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"type": "prometheus",
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"uid": "$datasource"
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},
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"description": "Total number of requests currently being processed",
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"fieldConfig": {
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"defaults": {
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"color": {
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"mode": "palette-classic"
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},
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"mappings": [],
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"thresholds": {
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"mode": "absolute",
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"steps": [
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{
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"color": "green",
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"value": null
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{
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"color": "yellow",
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"value": 100
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},
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{
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"color": "red",
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"value": 500
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}
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]
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},
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"unit": "short"
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"gridPos": {
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"orientation": "auto",
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"reduceOptions": {
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"calcs": ["lastNotNull"],
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"fields": "",
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"values": false
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},
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"textMode": "auto"
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},
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"pluginVersion": "10.0.0",
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"targets": [
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{
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"datasource": {
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"type": "prometheus",
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"uid": "$datasource"
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},
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"editorMode": "code",
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"expr": "sum(vllm:num_requests_running)",
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"legendFormat": "Running",
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"range": true,
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"refId": "A"
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|
}
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],
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"title": "Running Requests",
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"type": "stat"
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},
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{
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"datasource": {
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"type": "prometheus",
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"uid": "$datasource"
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},
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"description": "Total number of requests waiting in the queue",
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"fieldConfig": {
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"defaults": {
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"color": {
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"mode": "palette-classic"
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},
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"mappings": [],
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"thresholds": {
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"mode": "absolute",
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"steps": [
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{
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"color": "green",
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"value": null
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},
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{
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"color": "yellow",
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"value": 50
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},
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{
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"color": "red",
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"value": 200
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}
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]
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},
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"unit": "short"
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},
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"overrides": []
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},
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"gridPos": {
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"h": 5,
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"w": 4,
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"x": 4,
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"y": 1
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},
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"id": 2,
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"options": {
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"colorMode": "value",
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"graphMode": "area",
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"justifyMode": "auto",
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"orientation": "auto",
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"reduceOptions": {
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"calcs": ["lastNotNull"],
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"fields": "",
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"values": false
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},
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"textMode": "auto"
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},
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"pluginVersion": "10.0.0",
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"targets": [
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{
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"datasource": {
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"type": "prometheus",
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"uid": "$datasource"
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},
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"editorMode": "code",
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"expr": "sum(vllm:num_requests_waiting)",
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"legendFormat": "Waiting",
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"range": true,
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"refId": "A"
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|
}
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],
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|
"title": "Queue Length",
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|
"type": "stat"
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},
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{
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|
"datasource": {
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"type": "prometheus",
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"uid": "$datasource"
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},
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|
"description": "Rate of successful requests",
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|
"fieldConfig": {
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"defaults": {
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"color": {
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"mode": "palette-classic"
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},
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"mappings": [],
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"thresholds": {
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"mode": "absolute",
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"steps": [
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{
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"color": "green",
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"value": null
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}
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]
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},
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"unit": "reqps"
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},
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"overrides": []
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},
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"gridPos": {
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"h": 5,
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"w": 4,
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"x": 8,
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"y": 1
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},
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"id": 3,
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"options": {
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"colorMode": "value",
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"graphMode": "area",
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"justifyMode": "auto",
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"orientation": "auto",
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"reduceOptions": {
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"calcs": ["lastNotNull"],
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"fields": "",
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"values": false
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},
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"textMode": "auto"
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},
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"pluginVersion": "10.0.0",
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"targets": [
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{
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"datasource": {
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"type": "prometheus",
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"uid": "$datasource"
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},
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"editorMode": "code",
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"expr": "sum(rate(vllm:request_success_total[5m]))",
|
|
"legendFormat": "Success rate",
|
|
"range": true,
|
|
"refId": "A"
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|
}
|
|
],
|
|
"title": "Request Success Rate",
|
|
"type": "stat"
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|
},
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|
{
|
|
"datasource": {
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|
"type": "prometheus",
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|
"uid": "$datasource"
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|
},
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"description": "Number of distinct models currently loaded",
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|
"fieldConfig": {
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"defaults": {
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"color": {
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"mode": "palette-classic"
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},
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"mappings": [],
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"thresholds": {
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"mode": "absolute",
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"steps": [
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{
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"color": "green",
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"value": null
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}
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]
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},
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"unit": "short"
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},
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"overrides": []
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},
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"gridPos": {
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"h": 5,
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"w": 4,
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"x": 12,
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"y": 1
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},
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"id": 20,
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"options": {
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"colorMode": "value",
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|
"graphMode": "none",
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"justifyMode": "auto",
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"orientation": "auto",
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"reduceOptions": {
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"calcs": ["lastNotNull"],
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"fields": "",
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"values": false
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},
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"textMode": "auto"
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},
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"pluginVersion": "10.0.0",
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"targets": [
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{
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"datasource": {
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|
"type": "prometheus",
|
|
"uid": "$datasource"
|
|
},
|
|
"editorMode": "code",
|
|
"expr": "count(vllm:num_requests_running by (model))",
|
|
"legendFormat": "Models",
|
|
"range": true,
|
|
"refId": "A"
|
|
}
|
|
],
|
|
"title": "Loaded Models",
|
|
"type": "stat"
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|
},
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|
{
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|
"collapsed": false,
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|
"gridPos": {
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|
"h": 1,
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"w": 24,
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"x": 0,
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|
"y": 6
|
|
},
|
|
"id": 101,
|
|
"panels": [],
|
|
"title": "Token Throughput",
|
|
"type": "row"
|
|
},
|
|
{
|
|
"datasource": {
|
|
"type": "prometheus",
|
|
"uid": "$datasource"
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|
},
|
|
"description": "Input token throughput rate per second (prompt tokens)",
|
|
"fieldConfig": {
|
|
"defaults": {
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"color": {
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"mode": "palette-classic"
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},
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"custom": {
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"axisBorderShow": false,
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"axisCenteredZero": false,
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"axisColorMode": "text",
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"axisLabel": "Tokens/sec",
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"axisPlacement": "auto",
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"drawStyle": "lines",
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"fillOpacity": 10,
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"hideFrom": {
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"tooltip": false,
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"viz": false
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},
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"lineInterpolation": "linear",
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},
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}
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"mappings": [],
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"thresholds": {
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"mode": "absolute",
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{
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"value": null
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}
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]
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},
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"unit": "reqps"
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},
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},
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},
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"editorMode": "code",
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"expr": "sum(rate(vllm:prompt_tokens_total[5m]))",
|
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"legendFormat": "Input tokens/sec",
|
|
"range": true,
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"refId": "A"
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},
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{
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"datasource": {
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"type": "prometheus",
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"uid": "$datasource"
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},
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"editorMode": "code",
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|
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"range": true,
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}
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],
|
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},
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{
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"datasource": {
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"type": "prometheus",
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"uid": "$datasource"
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"options": {
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"title": "Latency",
|
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{
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"datasource": {
|
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"type": "prometheus",
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"uid": "$datasource"
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"defaults": {
|
|
"color": {
|
|
"mode": "palette-classic"
|
|
},
|
|
"custom": {
|
|
"axisBorderShow": false,
|
|
"axisCenteredZero": false,
|
|
"axisColorMode": "text",
|
|
"axisLabel": "ms",
|
|
"axisPlacement": "auto",
|
|
"barAlignment": 0,
|
|
"drawStyle": "lines",
|
|
"fillOpacity": 10,
|
|
"gradientMode": "none",
|
|
"hideFrom": {
|
|
"legend": false,
|
|
"tooltip": false,
|
|
"viz": false
|
|
},
|
|
"insertNulls": false,
|
|
"lineInterpolation": "linear",
|
|
"lineWidth": 2,
|
|
"pointSize": 5,
|
|
"scaleDistribution": {
|
|
"type": "linear"
|
|
},
|
|
"showPoints": "never",
|
|
"spanNulls": false,
|
|
"stacking": {
|
|
"group": "A",
|
|
"mode": "none"
|
|
},
|
|
"thresholdsStyle": {
|
|
"mode": "off"
|
|
}
|
|
},
|
|
"mappings": [],
|
|
"thresholds": {
|
|
"mode": "absolute",
|
|
"steps": [
|
|
{
|
|
"color": "green",
|
|
"value": null
|
|
},
|
|
{
|
|
"color": "yellow",
|
|
"value": 50
|
|
},
|
|
{
|
|
"color": "red",
|
|
"value": 200
|
|
}
|
|
]
|
|
},
|
|
"unit": "ms"
|
|
},
|
|
"overrides": []
|
|
},
|
|
"gridPos": {
|
|
"h": 8,
|
|
"w": 12,
|
|
"x": 12,
|
|
"y": 34
|
|
},
|
|
"id": 13,
|
|
"options": {
|
|
"legend": {
|
|
"calcs": ["mean", "max", "p95"],
|
|
"displayMode": "table",
|
|
"placement": "bottom",
|
|
"showLegend": true
|
|
},
|
|
"tooltip": {
|
|
"mode": "multi",
|
|
"sort": "none"
|
|
}
|
|
},
|
|
"pluginVersion": "10.0.0",
|
|
"targets": [
|
|
{
|
|
"datasource": {
|
|
"type": "prometheus",
|
|
"uid": "$datasource"
|
|
},
|
|
"editorMode": "code",
|
|
"expr": "histogram_quantile(0.50, sum(rate(vllm:time_per_output_token_seconds_bucket[5m])) by (le, model)) * 1000",
|
|
"legendFormat": "p50-{{model}}",
|
|
"range": true,
|
|
"refId": "A"
|
|
},
|
|
{
|
|
"datasource": {
|
|
"type": "prometheus",
|
|
"uid": "$datasource"
|
|
},
|
|
"editorMode": "code",
|
|
"expr": "histogram_quantile(0.95, sum(rate(vllm:time_per_output_token_seconds_bucket[5m])) by (le, model)) * 1000",
|
|
"hide": false,
|
|
"legendFormat": "p95-{{model}}",
|
|
"range": true,
|
|
"refId": "B"
|
|
}
|
|
],
|
|
"title": "Per-Model TPOT",
|
|
"type": "timeseries"
|
|
}
|
|
],
|
|
"refresh": "30s",
|
|
"schemaVersion": 38,
|
|
"style": "dark",
|
|
"tags": [
|
|
"vllm",
|
|
"llm",
|
|
"inference",
|
|
"openclaw"
|
|
],
|
|
"templating": {
|
|
"list": [
|
|
{
|
|
"current": {
|
|
"selected": false,
|
|
"text": "Prometheus",
|
|
"value": "Prometheus"
|
|
},
|
|
"hide": 0,
|
|
"includeAll": false,
|
|
"label": "Datasource",
|
|
"multi": false,
|
|
"name": "datasource",
|
|
"options": [],
|
|
"query": "prometheus",
|
|
"refresh": 1,
|
|
"regex": "",
|
|
"skipUrlSync": false,
|
|
"type": "datasource"
|
|
}
|
|
]
|
|
},
|
|
"time": {
|
|
"from": "now-3h",
|
|
"to": "now"
|
|
},
|
|
"timepicker": {},
|
|
"timezone": "",
|
|
"title": "vLLM Inference Server",
|
|
"uid": "vllm-inference-server",
|
|
"version": 1,
|
|
"weekStart": ""
|
|
} |