Files
infra-observability/k8s/grafana/dashboards/obs-librechat.json
T
Stéphane Tailland 7c416ce06f Fix column order and byte counts in the log tables
Three defects, all mine.

Column order was ignored because organize's indexByName was keyed on the
renamed display labels. Grafana keys it on the original field names, so the
mapping matched nothing and the order fell back to whatever order the frames
arrived in — which is why the raw line landed second. Every table is affected,
not just the access one.

The byte count was wrong for the NCSA sources: a trailing `pattern` capture
takes the rest of the line, so `<size>` held `16 "-" "kube-probe/1.35"` rather
than 16, and for nginx it swallowed the whole referer and user-agent. Replaced
with a `regexp` parser bounding the capture on \d+, which also handles both
line shapes — Keycloak's access line ends at the size while gunicorn's and
nginx's carry more fields after it.

Access log columns are now time, status, method, path, source, client, latency,
bytes, raw line, with the raw record last in every table.

gunicorn and nginx now share one query since their format is identical, which
also halves the duplicate class names the status panel showed — one series per
query returning the same class.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-08-25 18:56:27 +02:00

1968 lines
47 KiB
JSON

{
"uid": "obs-librechat",
"title": "LibreChat — Overview",
"description": "HTTP traffic, Node.js runtime, MongoDB access and logs for LibreChat. Built-in /metrics endpoint, scraped with a Bearer token.",
"tags": [
"observability",
"librechat",
"application",
"metrics",
"logs"
],
"editable": false,
"schemaVersion": 39,
"version": 1,
"refresh": "30s",
"time": {
"from": "now-6h",
"to": "now"
},
"timezone": "browser",
"templating": {
"list": []
},
"panels": [
{
"id": 1,
"type": "row",
"title": "Overview",
"collapsed": false,
"gridPos": {
"h": 1,
"w": 24,
"x": 0,
"y": 0
},
"panels": []
},
{
"id": 2,
"type": "stat",
"title": "Requests / s",
"datasource": {
"type": "prometheus",
"uid": "prometheus"
},
"gridPos": {
"h": 5,
"w": 6,
"x": 0,
"y": 1
},
"targets": [
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"datasource": {
"type": "prometheus",
"uid": "prometheus"
},
"expr": "sum(rate(http_requests_total{job=\"librechat\"}[$__rate_interval]))",
"instant": false
}
],
"fieldConfig": {
"defaults": {
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"mappings": [],
"decimals": 2,
"color": {
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"fixedColor": "blue"
},
"thresholds": {
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"steps": [
{
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"value": null
}
]
}
},
"overrides": []
},
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"fields": "",
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},
"colorMode": "value",
"graphMode": "area",
"textMode": "auto",
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{
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},
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"targets": [
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"datasource": {
"type": "prometheus",
"uid": "prometheus"
},
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}
],
"fieldConfig": {
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"color": {
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{
"color": "orange",
"value": 0.01
},
{
"color": "red",
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},
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"values": false
},
"colorMode": "value",
"graphMode": "area",
"textMode": "auto",
"justifyMode": "auto"
},
"description": "5xx only: 401/403 are expected on authenticated routes and would pollute the indicator. `or vector(0)` is required: with no errors at all the numerator is an empty vector, and empty/x stays empty -- the panel would read \"No data\" instead of 0%. clamp_min covers the zero-traffic case."
},
{
"id": 4,
"type": "stat",
"title": "Latency p95",
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"uid": "prometheus"
},
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}
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{
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}
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],
"fields": "",
"values": false
},
"colorMode": "value",
"graphMode": "area",
"textMode": "auto",
"justifyMode": "auto"
},
"description": "Native prom-client histogram: covers every request, not just the traced ones."
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{
"id": 5,
"type": "stat",
"title": "Generations in flight",
"datasource": {
"type": "prometheus",
"uid": "prometheus"
},
"gridPos": {
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"w": 6,
"x": 18,
"y": 1
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"mappings": [],
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"steps": [
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"colorMode": "value",
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"justifyMode": "auto"
},
"description": "LLM completions in flight. Each holds a handle and heap for its whole duration."
},
{
"id": 6,
"type": "row",
"title": "HTTP traffic",
"collapsed": false,
"gridPos": {
"h": 1,
"w": 24,
"x": 0,
"y": 6
},
"panels": []
},
{
"id": 7,
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"title": "Requests by status class",
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"axisPlacement": "auto",
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"stacking": {
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"properties": [
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{
"matcher": {
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{
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{
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},
"options": {
"legend": {
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"displayMode": "table",
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"calcs": [
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},
"tooltip": {
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"y": 7
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"legendFormat": "p99"
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"placement": "bottom",
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"tooltip": {
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},
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"type": "bargauge",
"title": "Busiest routes",
"datasource": {
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"uid": "prometheus"
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"placement": "bottom",
"calcs": [
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},
"tooltip": {
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},
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},
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}
},
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},
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"id": 17,
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"expr": "histogram_quantile(0.50, sum by (le) (rate(mongoose_query_duration_seconds_bucket{job=\"librechat\"}[$__rate_interval])))",
"legendFormat": "p50"
},
{
"refId": "B",
"datasource": {
"type": "prometheus",
"uid": "prometheus"
},
"expr": "histogram_quantile(0.95, sum by (le) (rate(mongoose_query_duration_seconds_bucket{job=\"librechat\"}[$__rate_interval])))",
"legendFormat": "p95"
},
{
"refId": "C",
"datasource": {
"type": "prometheus",
"uid": "prometheus"
},
"expr": "histogram_quantile(0.99, sum by (le) (rate(mongoose_query_duration_seconds_bucket{job=\"librechat\"}[$__rate_interval])))",
"legendFormat": "p99"
}
],
"fieldConfig": {
"defaults": {
"unit": "s",
"custom": {
"drawStyle": "line",
"lineWidth": 2,
"fillOpacity": 0,
"showPoints": "never",
"pointSize": 8,
"gradientMode": "none",
"spanNulls": false,
"axisLabel": "",
"axisPlacement": "auto",
"lineInterpolation": "smooth"
},
"mappings": [],
"color": {
"mode": "palette-classic"
},
"min": 0
},
"overrides": [
{
"matcher": {
"id": "byName",
"options": "p50"
},
"properties": [
{
"id": "color",
"value": {
"mode": "fixed",
"fixedColor": "light-blue"
}
}
]
},
{
"matcher": {
"id": "byName",
"options": "p95"
},
"properties": [
{
"id": "color",
"value": {
"mode": "fixed",
"fixedColor": "blue"
}
}
]
},
{
"matcher": {
"id": "byName",
"options": "p99"
},
"properties": [
{
"id": "color",
"value": {
"mode": "fixed",
"fixedColor": "dark-blue"
}
}
]
}
]
},
"options": {
"legend": {
"showLegend": true,
"displayMode": "table",
"placement": "bottom",
"calcs": [
"mean",
"max"
]
},
"tooltip": {
"mode": "multi",
"sort": "desc"
}
}
},
{
"id": 18,
"type": "timeseries",
"title": "Failed Mongo queries",
"datasource": {
"type": "prometheus",
"uid": "prometheus"
},
"gridPos": {
"h": 7,
"w": 8,
"x": 16,
"y": 33
},
"targets": [
{
"refId": "A",
"datasource": {
"type": "prometheus",
"uid": "prometheus"
},
"expr": "sum by (model) (rate(mongoose_queries_total{job=\"librechat\",status!=\"success\"}[$__rate_interval]))",
"legendFormat": "{{model}}"
}
],
"fieldConfig": {
"defaults": {
"unit": "reqps",
"custom": {
"drawStyle": "line",
"lineWidth": 2,
"fillOpacity": 0,
"showPoints": "never",
"pointSize": 8,
"gradientMode": "none",
"spanNulls": false,
"axisLabel": "",
"axisPlacement": "auto",
"lineInterpolation": "smooth"
},
"mappings": [],
"color": {
"mode": "palette-classic"
},
"min": 0
},
"overrides": []
},
"options": {
"legend": {
"showLegend": true,
"displayMode": "table",
"placement": "bottom",
"calcs": [
"mean",
"max"
]
},
"tooltip": {
"mode": "multi",
"sort": "desc"
}
},
"description": "Empty in nominal operation."
},
{
"id": 19,
"type": "row",
"title": "Logs",
"collapsed": false,
"gridPos": {
"h": 1,
"w": 24,
"x": 0,
"y": 40
},
"panels": []
},
{
"id": 20,
"type": "timeseries",
"title": "Log volume by level",
"datasource": {
"type": "loki",
"uid": "loki"
},
"gridPos": {
"h": 8,
"w": 12,
"x": 0,
"y": 41
},
"targets": [
{
"refId": "A",
"datasource": {
"type": "loki",
"uid": "loki"
},
"expr": "sum by (detected_level) (count_over_time({namespace=\"librechat\",container=\"librechat\"}[$__auto]))",
"legendFormat": "{{detected_level}}",
"queryType": "range"
}
],
"fieldConfig": {
"defaults": {
"unit": "short",
"min": 0,
"mappings": [],
"color": {
"mode": "palette-classic"
},
"custom": {
"drawStyle": "bars",
"lineWidth": 1,
"fillOpacity": 80,
"showPoints": "never",
"barAlignment": 0,
"stacking": {
"mode": "normal",
"group": "A"
},
"axisLabel": "",
"axisPlacement": "auto"
}
},
"overrides": [
{
"matcher": {
"id": "byName",
"options": "critical"
},
"properties": [
{
"id": "color",
"value": {
"mode": "fixed",
"fixedColor": "dark-red"
}
}
]
},
{
"matcher": {
"id": "byName",
"options": "error"
},
"properties": [
{
"id": "color",
"value": {
"mode": "fixed",
"fixedColor": "red"
}
}
]
},
{
"matcher": {
"id": "byName",
"options": "warn"
},
"properties": [
{
"id": "color",
"value": {
"mode": "fixed",
"fixedColor": "orange"
}
}
]
},
{
"matcher": {
"id": "byName",
"options": "info"
},
"properties": [
{
"id": "color",
"value": {
"mode": "fixed",
"fixedColor": "green"
}
}
]
},
{
"matcher": {
"id": "byName",
"options": "debug"
},
"properties": [
{
"id": "color",
"value": {
"mode": "fixed",
"fixedColor": "blue"
}
}
]
},
{
"matcher": {
"id": "byName",
"options": "unknown"
},
"properties": [
{
"id": "color",
"value": {
"mode": "fixed",
"fixedColor": "text"
}
}
]
}
]
},
"options": {
"legend": {
"showLegend": true,
"displayMode": "table",
"placement": "bottom",
"calcs": [
"sum"
]
},
"tooltip": {
"mode": "multi",
"sort": "desc"
}
},
"description": "`detected_level` is inferred by Loki at ingestion, so one query works across every log format."
},
{
"id": 21,
"type": "timeseries",
"title": "Errors by container (whole namespace)",
"datasource": {
"type": "loki",
"uid": "loki"
},
"gridPos": {
"h": 8,
"w": 12,
"x": 12,
"y": 41
},
"targets": [
{
"refId": "A",
"datasource": {
"type": "loki",
"uid": "loki"
},
"expr": "sum by (container) (count_over_time({namespace=\"librechat\"} | detected_level =~ \"error|critical\" [$__auto]))",
"legendFormat": "{{container}}",
"queryType": "range"
}
],
"fieldConfig": {
"defaults": {
"unit": "short",
"min": 0,
"mappings": [],
"color": {
"mode": "palette-classic"
},
"custom": {
"drawStyle": "bars",
"lineWidth": 1,
"fillOpacity": 80,
"showPoints": "never",
"barAlignment": 0,
"stacking": {
"mode": "normal",
"group": "A"
},
"axisLabel": "",
"axisPlacement": "auto"
}
},
"overrides": []
},
"options": {
"legend": {
"showLegend": true,
"displayMode": "table",
"placement": "bottom",
"calcs": [
"sum"
]
},
"tooltip": {
"mode": "multi",
"sort": "desc"
}
},
"description": "Namespace-wide so the datastore's failures show up next to the application's."
},
{
"id": 27,
"type": "table",
"title": "Errors and warnings",
"datasource": {
"type": "loki",
"uid": "loki"
},
"gridPos": {
"h": 11,
"w": 24,
"x": 0,
"y": 49
},
"targets": [
{
"refId": "A",
"datasource": {
"type": "loki",
"uid": "loki"
},
"expr": "{namespace=\"librechat\", container=\"librechat\"} | detected_level =~ \"error|critical|warn\" | line_format `{{ regexReplaceAll \"\\\\x1b\\\\[[0-9;]*m\" __line__ \"\" }}` | pattern `<date> <time> <lvl>: <msg>`",
"queryType": "range",
"maxLines": 500
}
],
"transformations": [
{
"id": "extractFields",
"options": {
"source": "labels",
"replace": false
}
},
{
"id": "filterFieldsByName",
"options": {
"include": {
"pattern": "^(timestamp|body|lvl|msg)$"
}
}
},
{
"id": "organize",
"options": {
"excludeByName": {},
"indexByName": {
"timestamp": 0,
"lvl": 1,
"msg": 2,
"body": 3
},
"renameByName": {
"lvl": "Level",
"msg": "Message",
"body": "Raw record",
"timestamp": "Time"
}
}
}
],
"fieldConfig": {
"defaults": {
"custom": {
"align": "auto",
"cellOptions": {
"type": "auto"
},
"inspect": true,
"filterable": true
},
"mappings": []
},
"overrides": [
{
"matcher": {
"id": "byName",
"options": "Level"
},
"properties": [
{
"id": "custom.width",
"value": 90
},
{
"id": "mappings",
"value": [
{
"type": "regex",
"options": {
"pattern": "^(fatal|FATAL|Fatal|critical|CRITICAL|Critical)$",
"result": {
"color": "dark-red",
"index": 0
}
}
},
{
"type": "regex",
"options": {
"pattern": "^(error|ERROR|Error)$",
"result": {
"color": "red",
"index": 1
}
}
},
{
"type": "regex",
"options": {
"pattern": "^(warn|WARN|Warn|warning|WARNING|Warning)$",
"result": {
"color": "orange",
"index": 2
}
}
},
{
"type": "regex",
"options": {
"pattern": "^(info|INFO|Info)$",
"result": {
"color": "green",
"index": 3
}
}
},
{
"type": "regex",
"options": {
"pattern": "^(debug|DEBUG|Debug)$",
"result": {
"color": "blue",
"index": 4
}
}
}
]
},
{
"id": "custom.cellOptions",
"value": {
"type": "color-text"
}
}
]
},
{
"matcher": {
"id": "byName",
"options": "Raw record"
},
"properties": [
{
"id": "custom.width",
"value": 260
}
]
}
]
},
"options": {
"showHeader": true,
"cellHeight": "sm",
"footer": {
"show": false,
"reducer": [
"sum"
],
"countRows": false,
"fields": ""
},
"sortBy": [
{
"displayName": "Time",
"desc": true
}
]
},
"description": "LibreChat writes colour-coded text rather than JSON, so the ANSI escapes are stripped first and the remainder split by pattern. The Raw column therefore holds the cleaned line; the collapsed panel below keeps the original with its colours."
},
{
"id": 28,
"type": "row",
"title": "Raw log lines",
"collapsed": true,
"gridPos": {
"h": 1,
"w": 24,
"x": 0,
"y": 60
},
"panels": [
{
"id": 22,
"type": "logs",
"title": "Raw log lines",
"datasource": {
"type": "loki",
"uid": "loki"
},
"gridPos": {
"h": 11,
"w": 24,
"x": 0,
"y": 61
},
"targets": [
{
"refId": "A",
"datasource": {
"type": "loki",
"uid": "loki"
},
"expr": "{namespace=\"librechat\"} | detected_level =~ \"error|critical|warn\"",
"queryType": "range"
}
],
"options": {
"showTime": true,
"showLabels": false,
"showCommonLabels": false,
"wrapLogMessage": true,
"prettifyLogMessage": false,
"sortOrder": "Descending",
"dedupStrategy": "none",
"enableLogDetails": true
},
"description": "Kept alongside the table: the logs panel renders ANSI colour, expands a record's detail inline, tails live, and turns a trace id into a link to Tempo — none of which a table can do. Collapsed so it stays out of the way until needed."
}
]
},
{
"id": 23,
"type": "row",
"title": "Container resources",
"collapsed": false,
"gridPos": {
"h": 1,
"w": 24,
"x": 0,
"y": 61
},
"panels": []
},
{
"id": 24,
"type": "timeseries",
"title": "CPU per container",
"datasource": {
"type": "prometheus",
"uid": "prometheus"
},
"gridPos": {
"h": 7,
"w": 8,
"x": 0,
"y": 62
},
"targets": [
{
"refId": "A",
"datasource": {
"type": "prometheus",
"uid": "prometheus"
},
"expr": "sum by (pod, container) (rate(container_cpu_usage_seconds_total{namespace=\"librechat\",pod=~\"librechat-.*\",container!=\"\"}[$__rate_interval]))",
"legendFormat": "{{pod}}/{{container}}"
}
],
"fieldConfig": {
"defaults": {
"unit": "short",
"custom": {
"drawStyle": "line",
"lineWidth": 2,
"fillOpacity": 8,
"showPoints": "never",
"pointSize": 8,
"gradientMode": "none",
"spanNulls": false,
"axisLabel": "",
"axisPlacement": "auto",
"lineInterpolation": "smooth"
},
"mappings": [],
"color": {
"mode": "palette-classic"
},
"min": 0,
"decimals": 3
},
"overrides": []
},
"options": {
"legend": {
"showLegend": true,
"displayMode": "table",
"placement": "bottom",
"calcs": [
"mean",
"max"
]
},
"tooltip": {
"mode": "multi",
"sort": "desc"
}
},
"description": "Cores consumed."
},
{
"id": 25,
"type": "timeseries",
"title": "Memory per container",
"datasource": {
"type": "prometheus",
"uid": "prometheus"
},
"gridPos": {
"h": 7,
"w": 8,
"x": 8,
"y": 62
},
"targets": [
{
"refId": "A",
"datasource": {
"type": "prometheus",
"uid": "prometheus"
},
"expr": "sum by (pod, container) (container_memory_working_set_bytes{namespace=\"librechat\",pod=~\"librechat-.*\",container!=\"\"})",
"legendFormat": "{{pod}}/{{container}}"
}
],
"fieldConfig": {
"defaults": {
"unit": "bytes",
"custom": {
"drawStyle": "line",
"lineWidth": 2,
"fillOpacity": 8,
"showPoints": "never",
"pointSize": 8,
"gradientMode": "none",
"spanNulls": false,
"axisLabel": "",
"axisPlacement": "auto",
"lineInterpolation": "smooth"
},
"mappings": [],
"color": {
"mode": "palette-classic"
},
"min": 0
},
"overrides": []
},
"options": {
"legend": {
"showLegend": true,
"displayMode": "table",
"placement": "bottom",
"calcs": [
"mean",
"max"
]
},
"tooltip": {
"mode": "multi",
"sort": "desc"
}
},
"description": "Working set: what the kernel cannot reclaim under pressure. This is the figure the OOM killer compares against the limit."
},
{
"id": 26,
"type": "timeseries",
"title": "Restarts over the window",
"datasource": {
"type": "prometheus",
"uid": "prometheus"
},
"gridPos": {
"h": 7,
"w": 8,
"x": 16,
"y": 62
},
"targets": [
{
"refId": "A",
"datasource": {
"type": "prometheus",
"uid": "prometheus"
},
"expr": "sum by (pod) (changes(container_start_time_seconds{namespace=\"librechat\",pod=~\"librechat-.*\",container!=\"\"}[$__range]))",
"legendFormat": "{{pod}}"
}
],
"fieldConfig": {
"defaults": {
"unit": "short",
"custom": {
"drawStyle": "line",
"lineWidth": 2,
"fillOpacity": 0,
"showPoints": "never",
"pointSize": 8,
"gradientMode": "none",
"spanNulls": false,
"axisLabel": "",
"axisPlacement": "auto",
"lineInterpolation": "smooth"
},
"mappings": [],
"color": {
"mode": "palette-classic"
},
"min": 0,
"decimals": 0
},
"overrides": []
},
"options": {
"legend": {
"showLegend": true,
"displayMode": "table",
"placement": "bottom",
"calcs": [
"mean",
"max"
]
},
"tooltip": {
"mode": "multi",
"sort": "desc"
}
},
"description": "Container start count over the displayed window. Stays at 0 in nominal operation."
}
]
}