VictoriaMetrics/deployment/docker/vmanomaly/vmanomaly-integration/vmanomaly_guide_dashboard.json

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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": [],
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"panels": [
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"options": {
"code": {
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"showMiniMap": false
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"content": "If you don't observe any data initially, please wait a few minutes for it to appear. \n\nUpon the first running the guide (if there is not enough node_exporter monitoring data collected in your system), you may notice a significant number of false positive anomalies found. The predictions will become more accurate with at least two weeks' (full `fit_window`) worth of data provided to vmanomaly.\n\nEach row displays information for a distinct mode. The query used for anomaly detection is `sum(rate(node_cpu_seconds_total[5m])) by (mode, instance, job)`.\n",
"mode": "markdown"
},
"pluginVersion": "10.2.1",
"title": "Overview",
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"title": "CPU Mode: $mode",
"type": "row"
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{
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"type": "prometheus",
"uid": "VictoriaMetrics"
},
"description": "sum(rate(node_cpu_seconds_total{mode=~\"$mode\"}[5m])) by (mode, instance,job)",
"fieldConfig": {
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"stacking": {
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"min": 0,
"thresholds": {
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{
"color": "red",
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]
},
"unit": "none"
},
"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": {
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"gridPos": {
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"options": {
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"displayMode": "table",
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},
"targets": [
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"uid": "VictoriaMetrics"
},
"editorMode": "code",
"expr": "sum(rate(node_cpu_seconds_total{mode=~\"$mode\"}[5m])) by (mode, instance,job)",
"instant": false,
"legendFormat": "Instance: {{instance}}, Job {{job}}",
"range": true,
"refId": "A"
}
],
"title": "CPU rate sum for $mode mode",
"type": "timeseries"
},
{
"datasource": {
"type": "prometheus",
"uid": "VictoriaMetrics"
},
"fieldConfig": {
"defaults": {
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"axisPlacement": "auto",
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"properties": [
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"mode": "single",
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},
"targets": [
{
"datasource": {
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"editorMode": "code",
"expr": "anomaly_score{mode=~\"$mode\"}",
"instant": false,
"legendFormat": "Instance: {{instance}}, Job: {{job}}",
"range": true,
"refId": "A"
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{
"datasource": {
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"editorMode": "code",
"expr": "vector(1)",
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"instant": false,
"legendFormat": "threshold",
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"title": "Anomaly Scores for $mode mode",
"type": "timeseries"
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{
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}
},
"overrides": [
{
"matcher": {
"id": "byName",
"options": "Predicted Upper Boundary"
},
"properties": [
{
"id": "custom.fillBelowTo",
"value": "Predicted Lower Boundary"
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}
]
},
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"uid": "VictoriaMetrics"
},
"editorMode": "code",
"expr": "yhat{mode=~\"$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"
},
{
"datasource": {
"type": "prometheus",
"uid": "VictoriaMetrics"
},
"editorMode": "code",
"expr": "sum(rate(node_cpu_seconds_total{mode=~\"$mode\"}[5m])) by (mode, instance,job)",
"hide": false,
"instant": false,
"legendFormat": "Value",
"range": true,
"refId": "D"
}
],
"title": "Predicted Value and Boundaries for $mode mode",
"type": "timeseries"
}
],
"refresh": "",
"schemaVersion": 38,
"tags": [],
"templating": {
"list": [
{
"allValue": ".*",
"current": {},
"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": {
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"query": "label_values(node_cpu_seconds_total,mode)",
"refId": "PrometheusVariableQueryEditor-VariableQuery"
},
"refresh": 2,
"regex": "",
"skipUrlSync": false,
"sort": 2,
"type": "query"
}
]
},
"time": {
"from": "now-3h",
"to": "now"
},
"timepicker": {},
"timezone": "",
"title": "Vmanomaly Guide",
"uid": "cfa61e6a-6074-4626-8e54-ea33e08746b9",
"version": 3,
"weekStart": ""
}