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Add more Prometheus metrics (#2764)

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Co-authored-by: Robert Shaw <114415538+robertgshaw2-neuralmagic@users.noreply.github.com>
Co-authored-by: Robert Shaw <rshaw@neuralmagic.com>
This commit is contained in:
Ronen Schaffer
2024-04-29 01:59:33 +03:00
committed by GitHub
parent 9c7306ac11
commit bf480c5302
6 changed files with 576 additions and 108 deletions
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283
examples/production_monitoring/grafana.json
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@@ -873,6 +873,289 @@
],
"title": "Cache Utilization",
"type": "timeseries"
},
{
"type": "heatmap",
"title": "Request Prompt Length",
"description": "Heatmap of request prompt length",
"gridPos": {
"x": 0,
"y": 24,
"w": 12,
"h": 8
},
"datasource": {
"uid": "prometheus",
"type": "prometheus"
},
"id": 12,
"targets": [
{
"datasource": {
"type": "prometheus",
"uid": "prometheus"
},
"refId": "A",
"expr": "sum by(le) (increase(vllm:request_prompt_tokens_bucket{model_name=\"$model_name\"}[$__rate_interval]))",
"range": true,
"instant": false,
"editorMode": "builder",
"legendFormat": "{{le}}",
"useBackend": false,
"disableTextWrap": false,
"fullMetaSearch": false,
"includeNullMetadata": true,
"format": "heatmap"
}
],
"options": {
"calculate": false,
"yAxis": {
"axisPlacement": "left",
"reverse": false,
"unit": "none",
"axisLabel": "Prompt Length"
},
"rowsFrame": {
"layout": "auto",
"value": "Request count"
},
"color": {
"mode": "scheme",
"fill": "dark-orange",
"scale": "exponential",
"exponent": 0.5,
"scheme": "Spectral",
"steps": 64,
"reverse": false,
"min": 0
},
"cellGap": 1,
"filterValues": {
"le": 1e-9
},
"tooltip": {
"show": true,
"yHistogram": true
},
"legend": {
"show": true
},
"exemplars": {
"color": "rgba(255,0,255,0.7)"
},
"cellValues": {
"unit": "none"
}
},
"fieldConfig": {
"defaults": {
"custom": {
"scaleDistribution": {
"type": "linear"
},
"hideFrom": {
"tooltip": false,
"viz": false,
"legend": false
}
}
},
"overrides": []
},
"pluginVersion": "10.2.0"
},
{
"datasource": {
"uid": "prometheus",
"type": "prometheus"
},
"type": "heatmap",
"title": "Request Generation Length",
"description": "Heatmap of request generation length",
"gridPos": {
"x": 12,
"y": 24,
"w": 12,
"h": 8
},
"id": 13,
"targets": [
{
"datasource": {
"type": "prometheus",
"uid": "prometheus"
},
"refId": "A",
"expr": "sum by(le) (increase(vllm:request_generation_tokens_bucket{model_name=\"$model_name\"}[$__rate_interval]))",
"range": true,
"instant": false,
"editorMode": "builder",
"legendFormat": "{{le}}",
"useBackend": false,
"disableTextWrap": false,
"fullMetaSearch": false,
"includeNullMetadata": true,
"format": "heatmap"
}
],
"options": {
"calculate": false,
"yAxis": {
"axisPlacement": "left",
"reverse": false,
"unit": "none",
"axisLabel": "Generation Length"
},
"rowsFrame": {
"layout": "auto",
"value": "Request count"
},
"color": {
"mode": "scheme",
"fill": "dark-orange",
"scale": "exponential",
"exponent": 0.5,
"scheme": "Spectral",
"steps": 64,
"reverse": false,
"min": 0
},
"cellGap": 1,
"filterValues": {
"le": 1e-9
},
"tooltip": {
"show": true,
"yHistogram": true
},
"legend": {
"show": true
},
"exemplars": {
"color": "rgba(255,0,255,0.7)"
},
"cellValues": {
"unit": "none"
}
},
"fieldConfig": {
"defaults": {
"custom": {
"scaleDistribution": {
"type": "linear"
},
"hideFrom": {
"tooltip": false,
"viz": false,
"legend": false
}
}
},
"overrides": []
},
"pluginVersion": "10.2.0"
},
{
"datasource": {
"type": "prometheus",
"uid": "prometheus"
},
"fieldConfig": {
"defaults": {
"custom": {
"drawStyle": "line",
"lineInterpolation": "linear",
"barAlignment": 0,
"lineWidth": 1,
"fillOpacity": 0,
"gradientMode": "none",
"spanNulls": false,
"insertNulls": false,
"showPoints": "auto",
"pointSize": 5,
"stacking": {
"mode": "none",
"group": "A"
},
"axisPlacement": "auto",
"axisLabel": "",
"axisColorMode": "text",
"axisBorderShow": false,
"scaleDistribution": {
"type": "linear"
},
"axisCenteredZero": false,
"hideFrom": {
"tooltip": false,
"viz": false,
"legend": false
},
"thresholdsStyle": {
"mode": "off"
}
},
"color": {
"mode": "palette-classic"
},
"mappings": [],
"thresholds": {
"mode": "absolute",
"steps": [
{
"color": "green",
"value": null
},
{
"color": "red",
"value": 80
}
]
}
},
"overrides": []
},
"gridPos": {
"h": 8,
"w": 12,
"x": 0,
"y": 32
},
"id": 11,
"options": {
"tooltip": {
"mode": "single",
"sort": "none"
},
"legend": {
"showLegend": true,
"displayMode": "list",
"placement": "bottom",
"calcs": []
}
},
"targets": [
{
"datasource": {
"type": "prometheus",
"uid": "prometheus"
},
"disableTextWrap": false,
"editorMode": "builder",
"expr": "sum by(finished_reason) (increase(vllm:request_success_total{model_name=\"$model_name\"}[$__rate_interval]))",
"fullMetaSearch": false,
"includeNullMetadata": true,
"instant": false,
"interval": "",
"legendFormat": "__auto",
"range": true,
"refId": "A",
"useBackend": false
}
],
"title": "Finish Reason",
"description": "Number of finished requests by their finish reason: either an EOS token was generated or the max sequence length was reached.",
"type": "timeseries"
}
],
"refresh": "",