VictoriaMetrics/deployment/docker/vmanomaly/vmanomaly-integration/vmanomaly_guide_dashboard.json
2024-01-29 16:48:55 +01:00

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{
"annotations": {
"list": [
{
"builtIn": 1,
"datasource": {
"type": "grafana",
"uid": "-- Grafana --"
},
"enable": true,
"hide": true,
"iconColor": "rgba(0, 211, 255, 1)",
"name": "Annotations & Alerts",
"type": "dashboard"
}
]
},
"editable": true,
"fiscalYearStartMonth": 0,
"graphTooltip": 1,
"links": [],
"liveNow": false,
"panels": [
{
"datasource": {
"type": "prometheus",
"uid": "VictoriaMetrics"
},
"description": "",
"gridPos": {
"h": 5,
"w": 19,
"x": 0,
"y": 0
},
"id": 33,
"options": {
"code": {
"language": "plaintext",
"showLineNumbers": false,
"showMiniMap": false
},
"content": "If you don't see any data, please wait a few minutes. \n\nYou will see a lot of false positive anomalies when you run the guide for the first time. \nThe prediction must be more accurate if you provide vmanomaly 2w of data.\n\nEvery row represents information for one specific mode. \nThe query for anomaly detection is `quantile by (mode) (0.5, rate(node_cpu_seconds_total[5m]))`\nThis is a median (or 50% quantileof `rate` function over `node_cpu_seconds_total`)",
"mode": "markdown"
},
"pluginVersion": "10.2.1",
"title": "Overview",
"type": "text"
},
{
"collapsed": false,
"gridPos": {
"h": 1,
"w": 24,
"x": 0,
"y": 5
},
"id": 2,
"panels": [],
"repeat": "mode",
"repeatDirection": "h",
"title": "CPU Mode: $mode",
"type": "row"
},
{
"datasource": {
"type": "prometheus",
"uid": "VictoriaMetrics"
},
"description": "quantile by (mode) (0.5, rate(node_cpu_seconds_total[5m]))",
"fieldConfig": {
"defaults": {
"color": {
"mode": "palette-classic"
},
"custom": {
"axisBorderShow": false,
"axisCenteredZero": false,
"axisColorMode": "text",
"axisLabel": "",
"axisPlacement": "auto",
"barAlignment": 0,
"drawStyle": "line",
"fillOpacity": 0,
"gradientMode": "none",
"hideFrom": {
"legend": false,
"tooltip": false,
"viz": false
},
"insertNulls": false,
"lineInterpolation": "linear",
"lineWidth": 1,
"pointSize": 5,
"scaleDistribution": {
"type": "linear"
},
"showPoints": "auto",
"spanNulls": false,
"stacking": {
"group": "A",
"mode": "none"
},
"thresholdsStyle": {
"mode": "off"
}
},
"mappings": [],
"thresholds": {
"mode": "absolute",
"steps": [
{
"color": "green",
"value": null
},
{
"color": "red",
"value": 80
}
]
}
},
"overrides": [
{
"__systemRef": "hideSeriesFrom",
"matcher": {
"id": "byNames",
"options": {
"mode": "exclude",
"names": [
"Instance: node-exporter:9100, Job: node-exporter"
],
"prefix": "All except:",
"readOnly": true
}
},
"properties": [
{
"id": "custom.hideFrom",
"value": {
"legend": false,
"tooltip": false,
"viz": false
}
}
]
}
]
},
"gridPos": {
"h": 8,
"w": 12,
"x": 0,
"y": 6
},
"id": 3,
"options": {
"legend": {
"calcs": [
"min",
"max",
"lastNotNull"
],
"displayMode": "table",
"placement": "bottom",
"showLegend": true
},
"tooltip": {
"mode": "single",
"sort": "none"
}
},
"targets": [
{
"datasource": {
"type": "prometheus",
"uid": "VictoriaMetrics"
},
"editorMode": "code",
"expr": "quantile by (mode, instance,job) (0.5, rate(node_cpu_seconds_total{mode=~\"$mode\"}[5m]))",
"instant": false,
"legendFormat": "Instance: {{instance}}, Job {{job}}",
"range": true,
"refId": "A"
}
],
"title": "CPU median for $mode mode",
"type": "timeseries"
},
{
"datasource": {
"type": "prometheus",
"uid": "VictoriaMetrics"
},
"fieldConfig": {
"defaults": {
"color": {
"mode": "palette-classic"
},
"custom": {
"axisBorderShow": false,
"axisCenteredZero": false,
"axisColorMode": "text",
"axisLabel": "",
"axisPlacement": "auto",
"barAlignment": 0,
"drawStyle": "line",
"fillOpacity": 0,
"gradientMode": "none",
"hideFrom": {
"legend": false,
"tooltip": false,
"viz": false
},
"insertNulls": false,
"lineInterpolation": "linear",
"lineWidth": 1,
"pointSize": 5,
"scaleDistribution": {
"type": "linear"
},
"showPoints": "auto",
"spanNulls": false,
"stacking": {
"group": "A",
"mode": "none"
},
"thresholdsStyle": {
"mode": "dashed"
}
},
"mappings": [],
"thresholds": {
"mode": "absolute",
"steps": [
{
"color": "green",
"value": null
},
{
"color": "red",
"value": 1
}
]
}
},
"overrides": []
},
"gridPos": {
"h": 8,
"w": 12,
"x": 12,
"y": 6
},
"id": 1,
"options": {
"legend": {
"calcs": [
"min",
"max",
"lastNotNull"
],
"displayMode": "table",
"placement": "bottom",
"showLegend": true
},
"tooltip": {
"mode": "single",
"sort": "none"
}
},
"targets": [
{
"datasource": {
"type": "prometheus",
"uid": "VictoriaMetrics"
},
"editorMode": "code",
"expr": "anomaly_score{mode=~\"$mode\"}",
"instant": false,
"legendFormat": "Instance: {{instance}}, Job: {{job}}",
"range": true,
"refId": "A"
}
],
"title": "Anomaly Scores for $mode mode",
"type": "timeseries"
},
{
"datasource": {
"type": "prometheus",
"uid": "VictoriaMetrics"
},
"fieldConfig": {
"defaults": {
"color": {
"mode": "palette-classic"
},
"custom": {
"axisBorderShow": false,
"axisCenteredZero": false,
"axisColorMode": "text",
"axisLabel": "",
"axisPlacement": "auto",
"barAlignment": 0,
"drawStyle": "line",
"fillOpacity": 0,
"gradientMode": "none",
"hideFrom": {
"legend": false,
"tooltip": false,
"viz": false
},
"insertNulls": false,
"lineInterpolation": "linear",
"lineWidth": 1,
"pointSize": 5,
"scaleDistribution": {
"type": "linear"
},
"showPoints": "auto",
"spanNulls": false,
"stacking": {
"group": "A",
"mode": "none"
},
"thresholdsStyle": {
"mode": "off"
}
},
"mappings": [],
"thresholds": {
"mode": "absolute",
"steps": [
{
"color": "green",
"value": null
},
{
"color": "red",
"value": 80
}
]
}
},
"overrides": [
{
"matcher": {
"id": "byName",
"options": "Predicted Value: yhat"
},
"properties": [
{
"id": "custom.fillBelowTo",
"value": "yhat_lower"
}
]
},
{
"matcher": {
"id": "byName",
"options": "Predicted Upper Boundary"
},
"properties": [
{
"id": "custom.fillBelowTo",
"value": "yhat"
}
]
}
]
},
"gridPos": {
"h": 8,
"w": 12,
"x": 0,
"y": 14
},
"id": 4,
"options": {
"legend": {
"calcs": [],
"displayMode": "table",
"placement": "right",
"showLegend": true
},
"tooltip": {
"mode": "single",
"sort": "none"
}
},
"targets": [
{
"datasource": {
"type": "prometheus",
"uid": "VictoriaMetrics"
},
"editorMode": "code",
"expr": "yhat{mode=~\"$mode\"}",
"instant": false,
"legendFormat": "Predicted Value: yhat",
"range": true,
"refId": "A"
},
{
"datasource": {
"type": "prometheus",
"uid": "VictoriaMetrics"
},
"editorMode": "code",
"expr": "yhat_lower{mode=~\"$mode\"}",
"hide": false,
"instant": false,
"legendFormat": "Predicted Lower Boundary",
"range": true,
"refId": "B"
},
{
"datasource": {
"type": "prometheus",
"uid": "VictoriaMetrics"
},
"editorMode": "code",
"expr": "yhat_upper{mode=~\"$mode\"}",
"hide": false,
"instant": false,
"legendFormat": "Predicted Upper Boundary",
"range": true,
"refId": "C"
}
],
"title": "Predicted Value and Boundaries for $mode mode",
"type": "timeseries"
}
],
"refresh": "",
"schemaVersion": 38,
"tags": [],
"templating": {
"list": [
{
"allValue": ".*",
"current": {
"selected": false,
"text": "All",
"value": "$__all"
},
"datasource": {
"type": "prometheus",
"uid": "VictoriaMetrics"
},
"definition": "label_values(node_cpu_seconds_total,mode)",
"hide": 2,
"includeAll": true,
"label": "Mode",
"multi": true,
"name": "mode",
"options": [],
"query": {
"qryType": 1,
"query": "label_values(node_cpu_seconds_total,mode)",
"refId": "PrometheusVariableQueryEditor-VariableQuery"
},
"refresh": 2,
"regex": "",
"skipUrlSync": false,
"sort": 1,
"type": "query"
}
]
},
"time": {
"from": "now-30m",
"to": "now"
},
"timepicker": {},
"timezone": "",
"title": "Vmanomaly Guide",
"uid": "cfa61e6a-6074-4626-8e54-ea33e08746b9",
"version": 2,
"weekStart": ""
}