Files
foxhunt/infra/k8s/monitoring/dashboards/foxhunt-gpu-training.json
jgrusewski 33b4020e06 feat(monitoring): add cockpit dashboard, migrate all dashboards to dynamic datasources
Add foxhunt-cockpit.json — single-page overview with 7 rows (health bar,
service status, resources, GPU/training, restarts/network, errors, live
logs) pulling critical signals from all domain dashboards.

Migrate all 10 dashboards from hardcoded datasource UIDs to ${DS_PROMETHEUS},
${DS_LOKI}, ${DS_TEMPO} variables with __inputs sections for portable import.
Update import.sh to auto-detect datasource UIDs from Grafana API at deploy
time, using /api/dashboards/import endpoint.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-28 23:04:42 +01:00

765 lines
24 KiB
JSON

{
"__inputs": [
{ "name": "DS_PROMETHEUS", "label": "Prometheus", "description": "", "type": "datasource", "pluginId": "prometheus" },
{ "name": "DS_LOKI", "label": "Loki", "description": "", "type": "datasource", "pluginId": "loki" }
],
"id": null,
"uid": "foxhunt-gpu-training",
"title": "Foxhunt - GPU & Training Jobs",
"description": "GPU node pools, DCGM metrics, K8s training jobs, CI pipelines",
"tags": ["foxhunt", "production"],
"timezone": "browser",
"schemaVersion": 39,
"version": 1,
"editable": true,
"refresh": "30s",
"time": {
"from": "now-1h",
"to": "now"
},
"fiscalYearStartMonth": 0,
"liveNow": false,
"weekStart": "",
"templating": {
"list": [
{
"name": "gpu",
"type": "query",
"datasource": { "type": "prometheus", "uid": "${DS_PROMETHEUS}" },
"query": "label_values(DCGM_FI_DEV_GPU_UTIL, gpu)",
"refresh": 2,
"includeAll": true,
"multi": true,
"allValue": ".*",
"current": { "selected": true, "text": "All", "value": "$__all" },
"sort": 1
},
{
"name": "interval",
"type": "interval",
"query": "1m,5m,15m,30m,1h",
"current": { "selected": true, "text": "5m", "value": "5m" },
"auto": false
}
]
},
"panels": [
{
"id": 1,
"type": "row",
"title": "GPU Node Pool Status",
"gridPos": { "h": 1, "w": 24, "x": 0, "y": 0 },
"collapsed": false,
"panels": []
},
{
"id": 2,
"type": "stat",
"title": "ci-compile Nodes",
"description": "L4-1-24G GPU nodes (0-1 autoscale)",
"gridPos": { "h": 4, "w": 4, "x": 0, "y": 1 },
"datasource": { "type": "prometheus", "uid": "${DS_PROMETHEUS}" },
"fieldConfig": {
"defaults": {
"thresholds": {
"mode": "absolute",
"steps": [
{ "color": "blue", "value": null },
{ "color": "green", "value": 1 }
]
},
"mappings": [],
"color": { "mode": "thresholds" }
},
"overrides": []
},
"options": {
"reduceOptions": { "calcs": ["lastNotNull"], "fields": "", "values": false },
"orientation": "auto",
"textMode": "auto",
"colorMode": "background",
"graphMode": "none",
"justifyMode": "center"
},
"targets": [
{
"refId": "A",
"datasource": { "type": "prometheus", "uid": "${DS_PROMETHEUS}" },
"expr": "count(kube_node_labels{label_k8s_scaleway_com_pool_name=\"ci-compile\"}) or vector(0)",
"instant": true
}
]
},
{
"id": 3,
"type": "stat",
"title": "ci-training Nodes",
"description": "L40S-1-48G GPU nodes (0-1 autoscale)",
"gridPos": { "h": 4, "w": 4, "x": 4, "y": 1 },
"datasource": { "type": "prometheus", "uid": "${DS_PROMETHEUS}" },
"fieldConfig": {
"defaults": {
"thresholds": {
"mode": "absolute",
"steps": [
{ "color": "blue", "value": null },
{ "color": "green", "value": 1 }
]
},
"mappings": [],
"color": { "mode": "thresholds" }
},
"overrides": []
},
"options": {
"reduceOptions": { "calcs": ["lastNotNull"], "fields": "", "values": false },
"orientation": "auto",
"textMode": "auto",
"colorMode": "background",
"graphMode": "none",
"justifyMode": "center"
},
"targets": [
{
"refId": "A",
"datasource": { "type": "prometheus", "uid": "${DS_PROMETHEUS}" },
"expr": "count(kube_node_labels{label_k8s_scaleway_com_pool_name=\"ci-training\"}) or vector(0)",
"instant": true
}
]
},
{
"id": 4,
"type": "stat",
"title": "ci-compile-cpu Nodes",
"description": "POP2-32C-128G CPU nodes (0-1 autoscale)",
"gridPos": { "h": 4, "w": 4, "x": 8, "y": 1 },
"datasource": { "type": "prometheus", "uid": "${DS_PROMETHEUS}" },
"fieldConfig": {
"defaults": {
"thresholds": {
"mode": "absolute",
"steps": [
{ "color": "blue", "value": null },
{ "color": "green", "value": 1 }
]
},
"mappings": [],
"color": { "mode": "thresholds" }
},
"overrides": []
},
"options": {
"reduceOptions": { "calcs": ["lastNotNull"], "fields": "", "values": false },
"orientation": "auto",
"textMode": "auto",
"colorMode": "background",
"graphMode": "none",
"justifyMode": "center"
},
"targets": [
{
"refId": "A",
"datasource": { "type": "prometheus", "uid": "${DS_PROMETHEUS}" },
"expr": "count(kube_node_labels{label_k8s_scaleway_com_pool_name=\"ci-compile-cpu\"}) or vector(0)",
"instant": true
}
]
},
{
"id": 5,
"type": "stat",
"title": "Active Training Jobs",
"gridPos": { "h": 4, "w": 4, "x": 12, "y": 1 },
"datasource": { "type": "prometheus", "uid": "${DS_PROMETHEUS}" },
"fieldConfig": {
"defaults": {
"thresholds": {
"mode": "absolute",
"steps": [
{ "color": "blue", "value": null },
{ "color": "green", "value": 1 }
]
},
"mappings": [],
"color": { "mode": "thresholds" }
},
"overrides": []
},
"options": {
"reduceOptions": { "calcs": ["lastNotNull"], "fields": "", "values": false },
"orientation": "auto",
"textMode": "auto",
"colorMode": "background",
"graphMode": "none",
"justifyMode": "center"
},
"targets": [
{
"refId": "A",
"datasource": { "type": "prometheus", "uid": "${DS_PROMETHEUS}" },
"expr": "sum(kube_job_status_active{namespace=\"foxhunt\"}) or vector(0)",
"instant": true
}
]
},
{
"id": 6,
"type": "stat",
"title": "Jobs Succeeded (24h)",
"gridPos": { "h": 4, "w": 4, "x": 16, "y": 1 },
"datasource": { "type": "prometheus", "uid": "${DS_PROMETHEUS}" },
"fieldConfig": {
"defaults": {
"thresholds": {
"mode": "absolute",
"steps": [
{ "color": "green", "value": null }
]
},
"mappings": [],
"color": { "mode": "thresholds" }
},
"overrides": []
},
"options": {
"reduceOptions": { "calcs": ["lastNotNull"], "fields": "", "values": false },
"orientation": "auto",
"textMode": "auto",
"colorMode": "background",
"graphMode": "none",
"justifyMode": "center"
},
"targets": [
{
"refId": "A",
"datasource": { "type": "prometheus", "uid": "${DS_PROMETHEUS}" },
"expr": "sum(increase(kube_job_status_succeeded{namespace=\"foxhunt\"}[24h])) or vector(0)",
"instant": true
}
]
},
{
"id": 7,
"type": "stat",
"title": "Jobs Failed (24h)",
"gridPos": { "h": 4, "w": 4, "x": 20, "y": 1 },
"datasource": { "type": "prometheus", "uid": "${DS_PROMETHEUS}" },
"fieldConfig": {
"defaults": {
"thresholds": {
"mode": "absolute",
"steps": [
{ "color": "green", "value": null },
{ "color": "red", "value": 1 }
]
},
"mappings": [],
"color": { "mode": "thresholds" }
},
"overrides": []
},
"options": {
"reduceOptions": { "calcs": ["lastNotNull"], "fields": "", "values": false },
"orientation": "auto",
"textMode": "auto",
"colorMode": "background",
"graphMode": "none",
"justifyMode": "center"
},
"targets": [
{
"refId": "A",
"datasource": { "type": "prometheus", "uid": "${DS_PROMETHEUS}" },
"expr": "sum(increase(kube_job_status_failed{namespace=\"foxhunt\"}[24h])) or vector(0)",
"instant": true
}
]
},
{
"id": 10,
"type": "row",
"title": "GPU Utilization (DCGM)",
"gridPos": { "h": 1, "w": 24, "x": 0, "y": 5 },
"collapsed": false,
"panels": []
},
{
"id": 11,
"type": "timeseries",
"title": "GPU Utilization %",
"gridPos": { "h": 8, "w": 12, "x": 0, "y": 6 },
"datasource": { "type": "prometheus", "uid": "${DS_PROMETHEUS}" },
"fieldConfig": {
"defaults": {
"custom": {
"drawStyle": "line",
"lineInterpolation": "smooth",
"fillOpacity": 20,
"gradientMode": "scheme",
"spanNulls": false,
"showPoints": "never",
"stacking": { "mode": "none", "group": "A" },
"axisPlacement": "auto",
"lineWidth": 2
},
"unit": "percent",
"min": 0,
"max": 100,
"thresholds": {
"mode": "absolute",
"steps": [
{ "color": "green", "value": null },
{ "color": "yellow", "value": 80 },
{ "color": "red", "value": 95 }
]
},
"color": { "mode": "palette-classic" },
"mappings": []
},
"overrides": []
},
"options": {
"tooltip": { "mode": "multi", "sort": "desc" },
"legend": { "displayMode": "table", "placement": "bottom", "calcs": ["mean", "max", "last"] }
},
"targets": [
{
"refId": "A",
"datasource": { "type": "prometheus", "uid": "${DS_PROMETHEUS}" },
"expr": "DCGM_FI_DEV_GPU_UTIL{gpu=~\"$gpu\"}",
"legendFormat": "GPU {{ gpu }} ({{ instance }})"
}
]
},
{
"id": 12,
"type": "timeseries",
"title": "GPU Memory Used (MB)",
"gridPos": { "h": 8, "w": 12, "x": 12, "y": 6 },
"datasource": { "type": "prometheus", "uid": "${DS_PROMETHEUS}" },
"fieldConfig": {
"defaults": {
"custom": {
"drawStyle": "line",
"lineInterpolation": "smooth",
"fillOpacity": 20,
"gradientMode": "scheme",
"spanNulls": false,
"showPoints": "never",
"stacking": { "mode": "none", "group": "A" },
"axisPlacement": "auto",
"lineWidth": 2
},
"unit": "decmbytes",
"thresholds": { "mode": "absolute", "steps": [{ "color": "green", "value": null }] },
"color": { "mode": "palette-classic" },
"mappings": []
},
"overrides": []
},
"options": {
"tooltip": { "mode": "multi", "sort": "desc" },
"legend": { "displayMode": "table", "placement": "bottom", "calcs": ["mean", "max", "last"] }
},
"targets": [
{
"refId": "A",
"datasource": { "type": "prometheus", "uid": "${DS_PROMETHEUS}" },
"expr": "DCGM_FI_DEV_FB_USED{gpu=~\"$gpu\"}",
"legendFormat": "GPU {{ gpu }} used"
},
{
"refId": "B",
"datasource": { "type": "prometheus", "uid": "${DS_PROMETHEUS}" },
"expr": "DCGM_FI_DEV_FB_TOTAL{gpu=~\"$gpu\"}",
"legendFormat": "GPU {{ gpu }} total"
}
]
},
{
"id": 13,
"type": "timeseries",
"title": "GPU Temperature",
"gridPos": { "h": 6, "w": 12, "x": 0, "y": 14 },
"datasource": { "type": "prometheus", "uid": "${DS_PROMETHEUS}" },
"fieldConfig": {
"defaults": {
"custom": {
"drawStyle": "line",
"lineInterpolation": "smooth",
"fillOpacity": 10,
"gradientMode": "scheme",
"spanNulls": false,
"showPoints": "never",
"stacking": { "mode": "none", "group": "A" },
"axisPlacement": "auto",
"lineWidth": 2
},
"unit": "celsius",
"thresholds": {
"mode": "absolute",
"steps": [
{ "color": "blue", "value": null },
{ "color": "green", "value": 40 },
{ "color": "yellow", "value": 75 },
{ "color": "red", "value": 85 }
]
},
"color": { "mode": "palette-classic" },
"mappings": []
},
"overrides": []
},
"options": {
"tooltip": { "mode": "multi", "sort": "desc" },
"legend": { "displayMode": "list", "placement": "bottom", "calcs": [] }
},
"targets": [
{
"refId": "A",
"datasource": { "type": "prometheus", "uid": "${DS_PROMETHEUS}" },
"expr": "DCGM_FI_DEV_GPU_TEMP{gpu=~\"$gpu\"}",
"legendFormat": "GPU {{ gpu }}"
}
]
},
{
"id": 14,
"type": "timeseries",
"title": "GPU Power (Watts)",
"gridPos": { "h": 6, "w": 12, "x": 12, "y": 14 },
"datasource": { "type": "prometheus", "uid": "${DS_PROMETHEUS}" },
"fieldConfig": {
"defaults": {
"custom": {
"drawStyle": "line",
"lineInterpolation": "smooth",
"fillOpacity": 10,
"gradientMode": "scheme",
"spanNulls": false,
"showPoints": "never",
"stacking": { "mode": "none", "group": "A" },
"axisPlacement": "auto",
"lineWidth": 2
},
"unit": "watt",
"thresholds": { "mode": "absolute", "steps": [{ "color": "green", "value": null }] },
"color": { "mode": "palette-classic" },
"mappings": []
},
"overrides": []
},
"options": {
"tooltip": { "mode": "multi", "sort": "desc" },
"legend": { "displayMode": "list", "placement": "bottom", "calcs": [] }
},
"targets": [
{
"refId": "A",
"datasource": { "type": "prometheus", "uid": "${DS_PROMETHEUS}" },
"expr": "DCGM_FI_DEV_POWER_USAGE{gpu=~\"$gpu\"}",
"legendFormat": "GPU {{ gpu }}"
}
]
},
{
"id": 20,
"type": "row",
"title": "Training Jobs",
"gridPos": { "h": 1, "w": 24, "x": 0, "y": 20 },
"collapsed": false,
"panels": []
},
{
"id": 21,
"type": "timeseries",
"title": "Active Jobs Over Time",
"gridPos": { "h": 7, "w": 12, "x": 0, "y": 21 },
"datasource": { "type": "prometheus", "uid": "${DS_PROMETHEUS}" },
"fieldConfig": {
"defaults": {
"custom": {
"drawStyle": "line",
"lineInterpolation": "stepAfter",
"fillOpacity": 30,
"gradientMode": "none",
"spanNulls": false,
"showPoints": "never",
"stacking": { "mode": "none", "group": "A" },
"axisPlacement": "auto",
"lineWidth": 2
},
"unit": "short",
"thresholds": { "mode": "absolute", "steps": [{ "color": "green", "value": null }] },
"color": { "mode": "palette-classic" },
"mappings": []
},
"overrides": []
},
"options": {
"tooltip": { "mode": "multi", "sort": "desc" },
"legend": { "displayMode": "table", "placement": "bottom", "calcs": ["last"] }
},
"targets": [
{
"refId": "A",
"datasource": { "type": "prometheus", "uid": "${DS_PROMETHEUS}" },
"expr": "kube_job_status_active{namespace=\"foxhunt\"}",
"legendFormat": "{{ job_name }}"
}
]
},
{
"id": 22,
"type": "table",
"title": "Job Status Summary",
"gridPos": { "h": 7, "w": 12, "x": 12, "y": 21 },
"datasource": { "type": "prometheus", "uid": "${DS_PROMETHEUS}" },
"fieldConfig": {
"defaults": {
"thresholds": { "mode": "absolute", "steps": [{ "color": "green", "value": null }] },
"mappings": [],
"color": { "mode": "thresholds" }
},
"overrides": [
{
"matcher": { "id": "byName", "options": "Failed" },
"properties": [
{
"id": "thresholds",
"value": {
"mode": "absolute",
"steps": [
{ "color": "green", "value": null },
{ "color": "red", "value": 1 }
]
}
},
{ "id": "custom.displayMode", "value": "color-background" }
]
}
]
},
"options": {
"showHeader": true,
"sortBy": [{ "displayName": "job_name", "desc": false }],
"footer": { "show": false }
},
"targets": [
{
"refId": "A",
"datasource": { "type": "prometheus", "uid": "${DS_PROMETHEUS}" },
"expr": "kube_job_status_active{namespace=\"foxhunt\"}",
"legendFormat": "Active",
"instant": true,
"format": "table"
},
{
"refId": "B",
"datasource": { "type": "prometheus", "uid": "${DS_PROMETHEUS}" },
"expr": "kube_job_status_succeeded{namespace=\"foxhunt\"}",
"legendFormat": "Succeeded",
"instant": true,
"format": "table"
},
{
"refId": "C",
"datasource": { "type": "prometheus", "uid": "${DS_PROMETHEUS}" },
"expr": "kube_job_status_failed{namespace=\"foxhunt\"}",
"legendFormat": "Failed",
"instant": true,
"format": "table"
}
]
},
{
"id": 25,
"type": "timeseries",
"title": "GPU Node CPU Usage (Compute Pools)",
"description": "CPU usage on GPU/compute node pools when no DCGM data is available",
"gridPos": { "h": 7, "w": 12, "x": 0, "y": 28 },
"datasource": { "type": "prometheus", "uid": "${DS_PROMETHEUS}" },
"fieldConfig": {
"defaults": {
"custom": {
"drawStyle": "line",
"lineInterpolation": "smooth",
"fillOpacity": 15,
"gradientMode": "scheme",
"spanNulls": false,
"showPoints": "never",
"stacking": { "mode": "none", "group": "A" },
"axisPlacement": "auto",
"lineWidth": 1
},
"unit": "percentunit",
"min": 0,
"max": 1,
"thresholds": { "mode": "absolute", "steps": [{ "color": "green", "value": null }] },
"color": { "mode": "palette-classic" },
"mappings": []
},
"overrides": []
},
"options": {
"tooltip": { "mode": "multi", "sort": "desc" },
"legend": { "displayMode": "list", "placement": "bottom", "calcs": [] }
},
"targets": [
{
"refId": "A",
"datasource": { "type": "prometheus", "uid": "${DS_PROMETHEUS}" },
"expr": "1 - avg by (instance) (rate(node_cpu_seconds_total{mode=\"idle\"}[$interval]))",
"legendFormat": "{{ instance }}"
}
]
},
{
"id": 26,
"type": "timeseries",
"title": "GPU Node Memory Usage (Compute Pools)",
"gridPos": { "h": 7, "w": 12, "x": 12, "y": 28 },
"datasource": { "type": "prometheus", "uid": "${DS_PROMETHEUS}" },
"fieldConfig": {
"defaults": {
"custom": {
"drawStyle": "line",
"lineInterpolation": "smooth",
"fillOpacity": 15,
"gradientMode": "scheme",
"spanNulls": false,
"showPoints": "never",
"stacking": { "mode": "none", "group": "A" },
"axisPlacement": "auto",
"lineWidth": 1
},
"unit": "bytes",
"thresholds": { "mode": "absolute", "steps": [{ "color": "green", "value": null }] },
"color": { "mode": "palette-classic" },
"mappings": []
},
"overrides": []
},
"options": {
"tooltip": { "mode": "multi", "sort": "desc" },
"legend": { "displayMode": "list", "placement": "bottom", "calcs": [] }
},
"targets": [
{
"refId": "A",
"datasource": { "type": "prometheus", "uid": "${DS_PROMETHEUS}" },
"expr": "node_memory_MemTotal_bytes - node_memory_MemAvailable_bytes",
"legendFormat": "{{ instance }}"
}
]
},
{
"id": 30,
"type": "row",
"title": "Training & CI Logs",
"gridPos": { "h": 1, "w": 24, "x": 0, "y": 35 },
"collapsed": false,
"panels": []
},
{
"id": 31,
"type": "logs",
"title": "Training Job Logs",
"gridPos": { "h": 10, "w": 12, "x": 0, "y": 36 },
"datasource": { "type": "loki", "uid": "${DS_LOKI}" },
"options": {
"showTime": true,
"showLabels": true,
"showCommonLabels": false,
"wrapLogMessage": true,
"prettifyLogMessage": false,
"enableLogDetails": true,
"sortOrder": "Descending",
"dedupStrategy": "none"
},
"targets": [
{
"refId": "A",
"datasource": { "type": "loki", "uid": "${DS_LOKI}" },
"expr": "{namespace=\"foxhunt\", container=~\".*train.*\"}",
"maxLines": 200
}
]
},
{
"id": 32,
"type": "logs",
"title": "CI / GitLab Runner Logs",
"gridPos": { "h": 10, "w": 12, "x": 12, "y": 36 },
"datasource": { "type": "loki", "uid": "${DS_LOKI}" },
"options": {
"showTime": true,
"showLabels": true,
"showCommonLabels": false,
"wrapLogMessage": true,
"prettifyLogMessage": false,
"enableLogDetails": true,
"sortOrder": "Descending",
"dedupStrategy": "none"
},
"targets": [
{
"refId": "A",
"datasource": { "type": "loki", "uid": "${DS_LOKI}" },
"expr": "{namespace=\"foxhunt\", app=~\".*runner.*|.*gitlab.*\"}",
"maxLines": 200
}
]
},
{
"id": 40,
"type": "row",
"title": "Node Autoscale Events",
"gridPos": { "h": 1, "w": 24, "x": 0, "y": 46 },
"collapsed": false,
"panels": []
},
{
"id": 41,
"type": "timeseries",
"title": "Node Count Over Time",
"description": "Tracks autoscaling of ci-compile and ci-training pools",
"gridPos": { "h": 7, "w": 24, "x": 0, "y": 47 },
"datasource": { "type": "prometheus", "uid": "${DS_PROMETHEUS}" },
"fieldConfig": {
"defaults": {
"custom": {
"drawStyle": "line",
"lineInterpolation": "stepAfter",
"fillOpacity": 10,
"gradientMode": "none",
"spanNulls": false,
"showPoints": "auto",
"stacking": { "mode": "none", "group": "A" },
"axisPlacement": "auto",
"lineWidth": 2
},
"unit": "short",
"decimals": 0,
"thresholds": { "mode": "absolute", "steps": [{ "color": "green", "value": null }] },
"color": { "mode": "palette-classic" },
"mappings": []
},
"overrides": []
},
"options": {
"tooltip": { "mode": "multi", "sort": "desc" },
"legend": { "displayMode": "table", "placement": "bottom", "calcs": ["min", "max", "last"] }
},
"targets": [
{
"refId": "A",
"datasource": { "type": "prometheus", "uid": "${DS_PROMETHEUS}" },
"expr": "count by (label_k8s_scaleway_com_pool_name) (kube_node_labels)",
"legendFormat": "{{ label_k8s_scaleway_com_pool_name }}"
}
]
}
]
}