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Last active March 27, 2026 10:38
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{
"__inputs": [
{
"name": "DS_PROMETHEUS",
"label": "Prometheus",
"description": "",
"type": "datasource",
"pluginId": "prometheus",
"pluginName": "Prometheus"
}
],
"__requires": [
{
"type": "grafana",
"id": "grafana",
"name": "Grafana",
"version": "10.0.0"
},
{
"type": "panel",
"id": "stat",
"name": "Stat",
"version": ""
},
{
"type": "panel",
"id": "timeseries",
"name": "Time series",
"version": ""
},
{
"type": "panel",
"id": "piechart",
"name": "Pie chart",
"version": ""
},
{
"type": "panel",
"id": "barchart",
"name": "Bar chart",
"version": ""
},
{
"type": "panel",
"id": "table",
"name": "Table",
"version": ""
},
{
"type": "datasource",
"id": "prometheus",
"name": "Prometheus",
"version": ""
}
],
"annotations": {
"list": [
{
"builtIn": 1,
"datasource": {
"type": "grafana",
"uid": "-- Grafana --"
},
"enable": true,
"hide": true,
"iconColor": "rgba(0, 211, 255, 1)",
"name": "Annotations & Alerts",
"type": "dashboard"
}
]
},
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"fiscalYearStartMonth": 0,
"graphTooltip": 0,
"links": [],
"panels": [
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},
"description": "Current backlog across the selected queues. Backlog includes waiting, active, delayed, prioritized, and waiting-children jobs.",
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"instant": true,
"legendFormat": "",
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"refId": "A"
}
],
"title": "Total Backlog",
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},
{
"datasource": {
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},
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"legendFormat": "",
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}
],
"title": "Active Jobs",
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},
{
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"uid": "${DS_PROMETHEUS}"
},
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},
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{
"color": "orange",
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{
"color": "red",
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}
]
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{
"datasource": {
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},
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"instant": true,
"legendFormat": "",
"range": false,
"refId": "A"
}
],
"title": "Delayed / Prioritized",
"type": "stat"
},
{
"datasource": {
"type": "prometheus",
"uid": "${DS_PROMETHEUS}"
},
"description": "Current failed jobs that remain in the failed set.",
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},
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{
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],
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},
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},
"editorMode": "code",
"expr": "sum(bullmq_job_count{queue=~\"$queue\",state=\"failed\"})",
"instant": true,
"legendFormat": "",
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"refId": "A"
}
],
"title": "Failed Jobs",
"type": "stat"
},
{
"datasource": {
"type": "prometheus",
"uid": "${DS_PROMETHEUS}"
},
"description": "Jobs completed during the latest BullMQ one-minute bucket.",
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"mode": "fixed"
},
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},
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},
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"orientation": "auto",
"percentChangeColorMode": "standard",
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],
"fields": "",
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},
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"textMode": "auto",
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},
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"targets": [
{
"datasource": {
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"uid": "${DS_PROMETHEUS}"
},
"editorMode": "code",
"expr": "sum(bullmq_jobs_completed_last_minute{queue=~\"$queue\"})",
"instant": true,
"legendFormat": "",
"range": false,
"refId": "A"
}
],
"title": "Completed Last Minute",
"type": "stat"
},
{
"datasource": {
"type": "prometheus",
"uid": "${DS_PROMETHEUS}"
},
"description": "Share of failed jobs over the last five minutes.",
"fieldConfig": {
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"color": {
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},
"decimals": 1,
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"max": 100,
"min": 0,
"thresholds": {
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"steps": [
{
"color": "green",
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},
{
"color": "orange",
"value": 1
},
{
"color": "red",
"value": 5
}
]
},
"unit": "percent"
},
"overrides": []
},
"gridPos": {
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"w": 4,
"x": 20,
"y": 0
},
"id": 6,
"options": {
"colorMode": "background",
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"justifyMode": "center",
"orientation": "auto",
"percentChangeColorMode": "standard",
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],
"fields": "",
"values": false
},
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"textMode": "auto",
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},
"pluginVersion": "12.4.1",
"targets": [
{
"datasource": {
"type": "prometheus",
"uid": "${DS_PROMETHEUS}"
},
"editorMode": "code",
"expr": "100 * sum(increase(bullmq_jobs_failed_total{queue=~\"$queue\"}[5m])) / clamp_min(sum(increase(bullmq_jobs_completed_total{queue=~\"$queue\"}[5m])) + sum(increase(bullmq_jobs_failed_total{queue=~\"$queue\"}[5m])), 1)",
"instant": true,
"legendFormat": "",
"range": false,
"refId": "A"
}
],
"title": "5m Failure Rate",
"type": "stat"
},
{
"datasource": {
"type": "prometheus",
"uid": "${DS_PROMETHEUS}"
},
"description": "Backlog state composition over time for the selected queues.",
"fieldConfig": {
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"color": {
"mode": "palette-classic"
},
"custom": {
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"axisCenteredZero": false,
"axisColorMode": "text",
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"drawStyle": "line",
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"gradientMode": "opacity",
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"viz": false
},
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"lineInterpolation": "smooth",
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"pointSize": 4,
"scaleDistribution": {
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},
"showPoints": "never",
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"stacking": {
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"mode": "normal"
},
"thresholdsStyle": {
"mode": "off"
}
},
"mappings": [],
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{
"color": "green",
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}
]
},
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{
"matcher": {
"id": "byName",
"options": "active"
},
"properties": [
{
"id": "color",
"value": {
"fixedColor": "blue",
"mode": "fixed"
}
}
]
},
{
"matcher": {
"id": "byName",
"options": "delayed"
},
"properties": [
{
"id": "color",
"value": {
"fixedColor": "orange",
"mode": "fixed"
}
}
]
},
{
"matcher": {
"id": "byName",
"options": "prioritized"
},
"properties": [
{
"id": "color",
"value": {
"fixedColor": "yellow",
"mode": "fixed"
}
}
]
}
]
},
"gridPos": {
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"w": 8,
"x": 0,
"y": 4
},
"id": 7,
"options": {
"legend": {
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"displayMode": "table",
"placement": "bottom",
"showLegend": true
},
"tooltip": {
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"mode": "multi",
"sort": "desc"
}
},
"pluginVersion": "12.4.1",
"targets": [
{
"datasource": {
"type": "prometheus",
"uid": "${DS_PROMETHEUS}"
},
"editorMode": "code",
"expr": "sum by (state) (bullmq_job_count{queue=~\"$queue\",state=~\"waiting|active|delayed|prioritized|waiting-children\"})",
"legendFormat": "{{state}}",
"range": true,
"refId": "A"
}
],
"title": "Backlog By State",
"type": "timeseries"
},
{
"datasource": {
"type": "prometheus",
"uid": "${DS_PROMETHEUS}"
},
"description": "Completed and failed jobs per minute, derived from BullMQ history.",
"fieldConfig": {
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"mode": "palette-classic"
},
"custom": {
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"axisCenteredZero": false,
"axisColorMode": "text",
"axisLabel": "jobs/min",
"axisPlacement": "auto",
"barAlignment": 0,
"barWidthFactor": 0.6,
"drawStyle": "line",
"fillOpacity": 12,
"gradientMode": "opacity",
"hideFrom": {
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"tooltip": false,
"viz": false
},
"insertNulls": false,
"lineInterpolation": "smooth",
"lineWidth": 2,
"pointSize": 4,
"scaleDistribution": {
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},
"showPoints": "never",
"showValues": false,
"spanNulls": false,
"stacking": {
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},
"thresholdsStyle": {
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}
},
"mappings": [],
"thresholds": {
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"steps": [
{
"color": "green",
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}
]
},
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},
"overrides": [
{
"matcher": {
"id": "byName",
"options": "Completed"
},
"properties": [
{
"id": "color",
"value": {
"fixedColor": "green",
"mode": "fixed"
}
}
]
},
{
"matcher": {
"id": "byName",
"options": "Failed"
},
"properties": [
{
"id": "color",
"value": {
"fixedColor": "red",
"mode": "fixed"
}
}
]
}
]
},
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"x": 8,
"y": 4
},
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"placement": "bottom",
"showLegend": true
},
"tooltip": {
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"mode": "multi",
"sort": "desc"
}
},
"pluginVersion": "12.4.1",
"targets": [
{
"datasource": {
"type": "prometheus",
"uid": "${DS_PROMETHEUS}"
},
"editorMode": "code",
"expr": "sum(rate(bullmq_jobs_completed_total{queue=~\"$queue\"}[5m])) * 60",
"legendFormat": "Completed",
"range": true,
"refId": "A"
},
{
"datasource": {
"type": "prometheus",
"uid": "${DS_PROMETHEUS}"
},
"editorMode": "code",
"expr": "sum(rate(bullmq_jobs_failed_total{queue=~\"$queue\"}[5m])) * 60",
"legendFormat": "Failed",
"range": true,
"refId": "B"
}
],
"title": "Throughput",
"type": "timeseries"
},
{
"datasource": {
"type": "prometheus",
"uid": "${DS_PROMETHEUS}"
},
"description": "Failure share over time for the selected queues.",
"fieldConfig": {
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"color": {
"fixedColor": "red",
"mode": "fixed"
},
"custom": {
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"axisCenteredZero": false,
"axisColorMode": "text",
"axisLabel": "failure %",
"axisPlacement": "auto",
"barAlignment": 0,
"barWidthFactor": 0.6,
"drawStyle": "line",
"fillOpacity": 10,
"gradientMode": "opacity",
"hideFrom": {
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"tooltip": false,
"viz": false
},
"insertNulls": false,
"lineInterpolation": "smooth",
"lineWidth": 2,
"pointSize": 4,
"scaleDistribution": {
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},
"showPoints": "never",
"showValues": false,
"spanNulls": false,
"stacking": {
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"mode": "none"
},
"thresholdsStyle": {
"mode": "line"
}
},
"decimals": 1,
"mappings": [],
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"mode": "absolute",
"steps": [
{
"color": "green",
"value": 0
},
{
"color": "orange",
"value": 1
},
{
"color": "red",
"value": 5
}
]
},
"unit": "percent"
},
"overrides": []
},
"gridPos": {
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"w": 8,
"x": 16,
"y": 4
},
"id": 9,
"options": {
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"displayMode": "hidden",
"placement": "bottom",
"showLegend": false
},
"tooltip": {
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"mode": "single",
"sort": "none"
}
},
"pluginVersion": "12.4.1",
"targets": [
{
"datasource": {
"type": "prometheus",
"uid": "${DS_PROMETHEUS}"
},
"editorMode": "code",
"expr": "100 * sum(rate(bullmq_jobs_failed_total{queue=~\"$queue\"}[5m])) / clamp_min(sum(rate(bullmq_jobs_completed_total{queue=~\"$queue\"}[5m])) + sum(rate(bullmq_jobs_failed_total{queue=~\"$queue\"}[5m])), 0.000001)",
"legendFormat": "Failure %",
"range": true,
"refId": "A"
}
],
"title": "Failure Ratio",
"type": "timeseries"
},
{
"datasource": {
"type": "prometheus",
"uid": "${DS_PROMETHEUS}"
},
"description": "Current distribution of queue states across the selection.",
"fieldConfig": {
"defaults": {
"color": {
"mode": "palette-classic"
},
"custom": {
"hideFrom": {
"legend": false,
"tooltip": false,
"viz": false
}
},
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},
"overrides": [
{
"matcher": {
"id": "byName",
"options": "active"
},
"properties": [
{
"id": "color",
"value": {
"fixedColor": "blue",
"mode": "fixed"
}
}
]
},
{
"matcher": {
"id": "byName",
"options": "completed"
},
"properties": [
{
"id": "color",
"value": {
"fixedColor": "green",
"mode": "fixed"
}
}
]
},
{
"matcher": {
"id": "byName",
"options": "delayed"
},
"properties": [
{
"id": "color",
"value": {
"fixedColor": "orange",
"mode": "fixed"
}
}
]
},
{
"matcher": {
"id": "byName",
"options": "failed"
},
"properties": [
{
"id": "color",
"value": {
"fixedColor": "red",
"mode": "fixed"
}
}
]
},
{
"matcher": {
"id": "byName",
"options": "paused"
},
"properties": [
{
"id": "color",
"value": {
"fixedColor": "#667085",
"mode": "fixed"
}
}
]
}
]
},
"gridPos": {
"h": 8,
"w": 8,
"x": 0,
"y": 12
},
"id": 10,
"options": {
"displayLabels": [
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"value",
"percent"
],
"legend": {
"displayMode": "list",
"placement": "right",
"showLegend": true,
"values": [
"value",
"percent"
]
},
"pieType": "donut",
"reduceOptions": {
"calcs": [
"lastNotNull"
],
"fields": "",
"values": false
},
"sort": "desc",
"tooltip": {
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"mode": "single",
"sort": "none"
}
},
"pluginVersion": "12.4.1",
"targets": [
{
"datasource": {
"type": "prometheus",
"uid": "${DS_PROMETHEUS}"
},
"editorMode": "code",
"expr": "sum by (state) (bullmq_job_count{queue=~\"$queue\"})",
"instant": true,
"legendFormat": "{{state}}",
"range": false,
"refId": "A"
}
],
"title": "Current State Mix",
"type": "piechart"
},
{
"datasource": {
"type": "prometheus",
"uid": "${DS_PROMETHEUS}"
},
"description": "Queues with the largest current backlog.",
"fieldConfig": {
"defaults": {
"color": {
"fixedColor": "blue",
"mode": "fixed"
},
"custom": {
"axisBorderShow": false,
"axisCenteredZero": false,
"axisColorMode": "text",
"axisLabel": "",
"axisPlacement": "auto",
"fillOpacity": 80,
"gradientMode": "none",
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"viz": false
},
"lineWidth": 1,
"scaleDistribution": {
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},
"thresholdsStyle": {
"mode": "off"
}
},
"mappings": [],
"thresholds": {
"mode": "absolute",
"steps": [
{
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}
]
},
"unit": "none"
},
"overrides": []
},
"gridPos": {
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"w": 8,
"x": 8,
"y": 12
},
"id": 11,
"options": {
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"barWidth": 0.9,
"fullHighlight": false,
"groupWidth": 0.7,
"legend": {
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"displayMode": "hidden",
"placement": "bottom",
"showLegend": false
},
"orientation": "horizontal",
"showValue": "always",
"stacking": "none",
"tooltip": {
"hideZeros": false,
"mode": "single",
"sort": "none"
},
"xField": "queue",
"xTickLabelRotation": 0,
"xTickLabelSpacing": 0
},
"pluginVersion": "12.4.1",
"targets": [
{
"datasource": {
"type": "prometheus",
"uid": "${DS_PROMETHEUS}"
},
"editorMode": "code",
"expr": "topk(10, sum by (queue) (bullmq_job_count{queue=~\"$queue\",state=~\"waiting|active|delayed|prioritized|waiting-children\"}))",
"format": "table",
"instant": true,
"legendFormat": "",
"range": false,
"refId": "A"
}
],
"title": "Top Queues By Backlog",
"transformations": [
{
"id": "organize",
"options": {
"excludeByName": {
"Time": true
},
"renameByName": {
"Value": "Backlog"
}
}
}
],
"type": "barchart"
},
{
"datasource": {
"type": "prometheus",
"uid": "${DS_PROMETHEUS}"
},
"description": "Queues with the most failed jobs still present.",
"fieldConfig": {
"defaults": {
"color": {
"fixedColor": "red",
"mode": "fixed"
},
"custom": {
"axisBorderShow": false,
"axisCenteredZero": false,
"axisColorMode": "text",
"axisLabel": "",
"axisPlacement": "auto",
"fillOpacity": 80,
"gradientMode": "none",
"hideFrom": {
"legend": false,
"tooltip": false,
"viz": false
},
"lineWidth": 1,
"scaleDistribution": {
"type": "linear"
},
"thresholdsStyle": {
"mode": "off"
}
},
"mappings": [],
"thresholds": {
"mode": "absolute",
"steps": [
{
"color": "red",
"value": 0
}
]
},
"unit": "none"
},
"overrides": []
},
"gridPos": {
"h": 8,
"w": 8,
"x": 16,
"y": 12
},
"id": 12,
"options": {
"barRadius": 0.2,
"barWidth": 0.9,
"fullHighlight": false,
"groupWidth": 0.7,
"legend": {
"calcs": [],
"displayMode": "hidden",
"placement": "bottom",
"showLegend": false
},
"orientation": "horizontal",
"showValue": "always",
"stacking": "none",
"tooltip": {
"hideZeros": false,
"mode": "single",
"sort": "none"
},
"xField": "queue",
"xTickLabelRotation": 0,
"xTickLabelSpacing": 0
},
"pluginVersion": "12.4.1",
"targets": [
{
"datasource": {
"type": "prometheus",
"uid": "${DS_PROMETHEUS}"
},
"editorMode": "code",
"expr": "topk(10, sum by (queue) (bullmq_job_count{queue=~\"$queue\",state=\"failed\"}))",
"format": "table",
"instant": true,
"legendFormat": "",
"range": false,
"refId": "A"
}
],
"title": "Top Queues By Failed Jobs",
"transformations": [
{
"id": "organize",
"options": {
"excludeByName": {
"Time": true
},
"renameByName": {
"Value": "Failed"
}
}
}
],
"type": "barchart"
},
{
"datasource": {
"type": "prometheus",
"uid": "${DS_PROMETHEUS}"
},
"description": "Per-queue queue depth and one-hour throughput summary.",
"fieldConfig": {
"defaults": {
"color": {
"mode": "thresholds"
},
"custom": {
"align": "auto",
"cellOptions": {
"type": "auto"
},
"footer": {
"reducers": []
},
"inspect": false
},
"mappings": [],
"thresholds": {
"mode": "absolute",
"steps": [
{
"color": "green",
"value": 0
}
]
},
"unit": "none"
},
"overrides": [
{
"matcher": {
"id": "byName",
"options": "Failure %"
},
"properties": [
{
"id": "unit",
"value": "percent"
},
{
"id": "decimals",
"value": 1
}
]
}
]
},
"gridPos": {
"h": 10,
"w": 24,
"x": 0,
"y": 20
},
"id": 13,
"options": {
"cellHeight": "sm",
"showHeader": true,
"sortBy": [
{
"desc": true,
"displayName": "Failed"
}
]
},
"pluginVersion": "12.4.1",
"targets": [
{
"datasource": {
"type": "prometheus",
"uid": "${DS_PROMETHEUS}"
},
"editorMode": "code",
"expr": "sum by (queue) (bullmq_job_count{queue=~\"$queue\",state=\"waiting\"})",
"format": "table",
"instant": true,
"legendFormat": "",
"range": false,
"refId": "A"
},
{
"datasource": {
"type": "prometheus",
"uid": "${DS_PROMETHEUS}"
},
"editorMode": "code",
"expr": "sum by (queue) (bullmq_job_count{queue=~\"$queue\",state=\"active\"})",
"format": "table",
"instant": true,
"legendFormat": "",
"range": false,
"refId": "B"
},
{
"datasource": {
"type": "prometheus",
"uid": "${DS_PROMETHEUS}"
},
"editorMode": "code",
"expr": "sum by (queue) (bullmq_job_count{queue=~\"$queue\",state=~\"delayed|prioritized\"})",
"format": "table",
"instant": true,
"legendFormat": "",
"range": false,
"refId": "C"
},
{
"datasource": {
"type": "prometheus",
"uid": "${DS_PROMETHEUS}"
},
"editorMode": "code",
"expr": "sum by (queue) (bullmq_job_count{queue=~\"$queue\",state=\"failed\"})",
"format": "table",
"instant": true,
"legendFormat": "",
"range": false,
"refId": "D"
},
{
"datasource": {
"type": "prometheus",
"uid": "${DS_PROMETHEUS}"
},
"editorMode": "code",
"expr": "sum by (queue) (increase(bullmq_jobs_completed_total{queue=~\"$queue\"}[1h]))",
"format": "table",
"instant": true,
"legendFormat": "",
"range": false,
"refId": "E"
},
{
"datasource": {
"type": "prometheus",
"uid": "${DS_PROMETHEUS}"
},
"editorMode": "code",
"expr": "sum by (queue) (increase(bullmq_jobs_failed_total{queue=~\"$queue\"}[1h]))",
"format": "table",
"instant": true,
"legendFormat": "",
"range": false,
"refId": "F"
},
{
"datasource": {
"type": "prometheus",
"uid": "${DS_PROMETHEUS}"
},
"editorMode": "code",
"expr": "100 * sum by (queue) (increase(bullmq_jobs_failed_total{queue=~\"$queue\"}[1h])) / clamp_min(sum by (queue) (increase(bullmq_jobs_completed_total{queue=~\"$queue\"}[1h])) + sum by (queue) (increase(bullmq_jobs_failed_total{queue=~\"$queue\"}[1h])), 1)",
"format": "table",
"instant": true,
"legendFormat": "",
"range": false,
"refId": "G"
}
],
"title": "Queue Detail",
"transformations": [
{
"id": "joinByField",
"options": {
"byField": "queue",
"mode": "outer"
}
},
{
"id": "organize",
"options": {
"excludeByName": {
"Time": true,
"Time 1": true,
"Time 2": true,
"Time 3": true,
"Time 4": true,
"Time 5": true,
"Time 6": true
},
"indexByName": {
"Value #A": 1,
"Value #B": 2,
"Value #C": 3,
"Value #D": 4,
"Value #E": 5,
"Value #F": 6,
"Value #G": 7,
"queue": 0
},
"renameByName": {
"Value #A": "Waiting",
"Value #B": "Active",
"Value #C": "Delayed",
"Value #D": "Failed",
"Value #E": "Completed 1h",
"Value #F": "Failed 1h",
"Value #G": "Failure %",
"queue": "Queue"
}
}
}
],
"type": "table"
}
],
"preload": false,
"refresh": "30s",
"schemaVersion": 42,
"tags": [
"bullmq",
"prometheus",
"grafana"
],
"templating": {
"list": [
{
"allValue": ".+",
"current": {
"selected": true,
"text": "All",
"value": "$__all"
},
"datasource": {
"type": "prometheus",
"uid": "${DS_PROMETHEUS}"
},
"definition": "label_values(bullmq_job_count, queue)",
"includeAll": true,
"label": "Queue",
"multi": true,
"name": "queue",
"options": [],
"query": {
"query": "label_values(bullmq_job_count, queue)",
"refId": "PrometheusVariableQueryEditor-VariableQuery"
},
"refresh": 1,
"regex": "",
"regexApplyTo": "value",
"sort": 1,
"type": "query"
}
]
},
"time": {
"from": "now-24h",
"to": "now"
},
"timepicker": {},
"timezone": "browser",
"title": "BullMQ Overview",
"uid": null,
"version": 1,
"weekStart": ""
}
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