curl --request POST \
--url https://<YOUR_DOKU_INGESTER_URL>/api/connections \
--header 'Authorization: <DOKU_API_KEY>' \
--header 'Content-Type: application/json' \
--data '{
"Platform": "dynatrace",
"MetricsUrl": "<YOUR_DYNATRACE_METRICS_URL>",
"LogsUrl": "<YOUR_DYNATRACE_LOGS_URL>",
"ApiKey": "<YOUR_DYNATRACE_API_KEY>"
}'
Dynatrace Resources
Dashboard
Dashboard
{
"version": 13,
"variables": [],
"tiles": {
"1": {
"type": "data",
"title": "",
"query": "fetch logs\n| filter type == \"prompt\"\n| limit 20",
"queryConfig": {
"limit": 20,
"additionalFilters": {
"type": [
{
"criteria": "equals",
"expression": "prompt"
}
]
},
"version": "4.0.1",
"datatype": "logs",
"log.source": [
{
"criteria": "contains",
"expression": ""
}
],
"content": [
{
"criteria": "contains",
"expression": ""
}
]
},
"subType": "dql-builder-logs",
"visualization": "table",
"visualizationSettings": {
"thresholds": [],
"chartSettings": {
"gapPolicy": "connect",
"circleChartSettings": {
"groupingThresholdType": "relative",
"groupingThresholdValue": 0,
"valueType": "relative"
},
"categoryOverrides": {},
"categoricalBarChartSettings": {}
},
"singleValue": {
"showLabel": true,
"label": "",
"prefixIcon": "",
"recordField": "timestamp",
"autoscale": true,
"alignment": "center",
"colorThresholdTarget": "value"
},
"table": {
"rowDensity": "default",
"enableSparklines": false,
"hiddenColumns": [
[
"event.type"
],
[
"loglevel"
],
[
"status"
],
[
"dt.auth.origin"
],
[
"custom.attribute"
],
[
"type"
],
[
"endpoint"
],
[
"environment"
],
[
"generation"
],
[
"job"
],
[
"platform"
],
[
"source"
],
[
"cost"
],
[
"application"
]
],
"lineWrapIds": [
[
"timestamp"
],
[
"content"
],
[
"event.type"
],
[
"loglevel"
],
[
"status"
],
[
"application"
],
[
"cost"
],
[
"dt.auth.origin"
],
[
"endpoint"
],
[
"environment"
],
[
"generation"
],
[
"job"
],
[
"model"
],
[
"platform"
],
[
"source"
],
[
"type"
]
],
"columnWidths": {
"[\"timestamp\"]": 105,
"[\"application\"]": 113,
"[\"cost\"]": 75,
"[\"content\"]": 383
},
"colorThresholdTarget": "background",
"sortBy": {
"columnId": "[\"timestamp\"]",
"direction": "descending"
}
}
}
},
"2": {
"type": "data",
"title": "",
"query": "fetch logs\n| filter type != \"prompt\"\n| limit 20",
"queryConfig": {
"limit": 20,
"additionalFilters": {
"type": [
{
"criteria": "not-equals",
"expression": "prompt"
}
]
},
"version": "4.0.1",
"datatype": "logs",
"log.source": [
{
"criteria": "contains",
"expression": ""
}
],
"content": [
{
"criteria": "contains",
"expression": ""
}
]
},
"subType": "dql-builder-logs",
"visualization": "table",
"visualizationSettings": {
"thresholds": [],
"chartSettings": {
"gapPolicy": "connect",
"circleChartSettings": {
"groupingThresholdType": "relative",
"groupingThresholdValue": 0,
"valueType": "relative"
},
"categoryOverrides": {},
"categoricalBarChartSettings": {}
},
"singleValue": {
"showLabel": true,
"label": "",
"prefixIcon": "",
"recordField": "timestamp",
"autoscale": true,
"alignment": "center",
"colorThresholdTarget": "value"
},
"table": {
"rowDensity": "default",
"enableSparklines": false,
"hiddenColumns": [
[
"event.type"
],
[
"loglevel"
],
[
"status"
],
[
"dt.auth.origin"
],
[
"custom.attribute"
],
[
"type"
],
[
"endpoint"
],
[
"environment"
],
[
"generation"
],
[
"job"
],
[
"platform"
],
[
"source"
],
[
"cost"
],
[
"application"
]
],
"lineWrapIds": [
[
"timestamp"
],
[
"content"
],
[
"event.type"
],
[
"loglevel"
],
[
"status"
],
[
"application"
],
[
"cost"
],
[
"dt.auth.origin"
],
[
"endpoint"
],
[
"environment"
],
[
"generation"
],
[
"job"
],
[
"model"
],
[
"platform"
],
[
"source"
],
[
"type"
]
],
"columnWidths": {
"[\"timestamp\"]": 104,
"[\"application\"]": 113,
"[\"cost\"]": 75,
"[\"content\"]": 413
},
"colorThresholdTarget": "background",
"sortBy": {
"columnId": "[\"timestamp\"]",
"direction": "descending"
}
}
}
},
"7": {
"type": "data",
"title": "",
"query": "timeseries duration=avg(doku.llm.request.duration, rollup: count)\n| sort arrayAvg(duration) desc\n| limit 20\n| fieldsAdd duration.single_value=arraySum(duration)",
"davis": {
"enabled": false,
"davisVisualization": {
"isAvailable": true
}
},
"visualization": "singleValue",
"visualizationSettings": {
"thresholds": [
{
"id": "0",
"title": "",
"field": "",
"rules": [
{
"id": "0",
"label": "",
"comparator": "≥",
"color": "#7dc540"
},
{
"id": "1",
"label": "",
"comparator": "≥",
"color": "#f5d30f"
},
{
"id": "2",
"label": "",
"comparator": "≥",
"color": "#dc172a"
}
],
"isEnabled": true
}
],
"chartSettings": {
"gapPolicy": "connect",
"circleChartSettings": {
"groupingThresholdType": "relative",
"groupingThresholdValue": 0,
"valueType": "relative"
},
"categoryOverrides": {},
"fieldMapping": {
"timestamp": "timeframe",
"leftAxisValues": [
"duration"
],
"leftAxisDimensions": [
"duration.single_value"
],
"fields": [],
"values": []
}
},
"singleValue": {
"showLabel": true,
"recordField": "duration.single_value",
"autoscale": true,
"sparklineSettings": {
"showTicks": true,
"variant": "area",
"record": "duration",
"visible": true,
"isVisible": true,
"color": {
"Default": "var(--dt-colors-charts-categorical-color-01-default, #134fc9)"
}
},
"trend": {
"visible": true,
"relative": true,
"isVisible": false
},
"label": "Total Requests",
"colorThresholdTarget": "value",
"alignment": "center"
},
"table": {
"rowDensity": "condensed",
"enableSparklines": false,
"hiddenColumns": [],
"lineWrapIds": [],
"columnWidths": {}
}
}
},
"14": {
"type": "data",
"title": "",
"query": "timeseries duration=avg(doku.llm.request.duration)\n| fieldsAdd duration.single_value=arrayAvg(duration)",
"davis": {
"enabled": false,
"davisVisualization": {
"isAvailable": true
}
},
"visualization": "singleValue",
"visualizationSettings": {
"thresholds": [
{
"id": "0",
"title": "",
"field": "",
"rules": [
{
"id": "0",
"label": "",
"comparator": "≥",
"color": "#7dc540"
},
{
"id": "1",
"label": "",
"comparator": "≥",
"color": "#f5d30f"
},
{
"id": "2",
"label": "",
"comparator": "≥",
"color": "#dc172a"
}
],
"isEnabled": true
}
],
"chartSettings": {
"gapPolicy": "connect",
"circleChartSettings": {
"groupingThresholdType": "relative",
"groupingThresholdValue": 0,
"valueType": "relative"
},
"categoryOverrides": {},
"fieldMapping": {
"timestamp": "timeframe",
"leftAxisValues": [
"duration"
],
"leftAxisDimensions": [
"duration.single_value"
],
"fields": [],
"values": []
},
"categoricalBarChartSettings": {}
},
"singleValue": {
"showLabel": true,
"recordField": "duration.single_value",
"autoscale": true,
"sparklineSettings": {
"showTicks": false,
"variant": "area",
"record": "duration",
"visible": true
},
"trend": {
"visible": true,
"relative": true,
"isVisible": false
},
"label": "Avg Request Duration"
},
"table": {
"rowDensity": "condensed",
"enableSparklines": false,
"hiddenColumns": [],
"lineWrapIds": [],
"columnWidths": {}
},
"unitsOverrides": [
{
"identifier": "duration.single_value",
"unitCategory": "time",
"baseUnit": "second",
"displayUnit": null,
"decimals": 3,
"suffix": "",
"delimiter": false,
"added": 1707910354866
}
]
}
},
"15": {
"type": "data",
"title": "",
"query": "timeseries duration=avg(doku.llm.total.tokens)\n| fieldsAdd duration.single_value=arrayAvg(duration)",
"davis": {
"enabled": false,
"davisVisualization": {
"isAvailable": true
}
},
"visualization": "singleValue",
"visualizationSettings": {
"thresholds": [
{
"id": "0",
"title": "",
"field": "",
"rules": [
{
"id": "0",
"label": "",
"comparator": "≥",
"color": "#7dc540"
},
{
"id": "1",
"label": "",
"comparator": "≥",
"color": "#f5d30f"
},
{
"id": "2",
"label": "",
"comparator": "≥",
"color": "#dc172a"
}
],
"isEnabled": true
}
],
"chartSettings": {
"gapPolicy": "connect",
"circleChartSettings": {
"groupingThresholdType": "relative",
"groupingThresholdValue": 0,
"valueType": "relative"
},
"categoryOverrides": {},
"fieldMapping": {
"timestamp": "timeframe",
"leftAxisValues": [
"duration"
],
"leftAxisDimensions": [
"duration.single_value"
],
"fields": [],
"values": []
},
"categoricalBarChartSettings": {}
},
"singleValue": {
"showLabel": true,
"recordField": "duration.single_value",
"autoscale": true,
"sparklineSettings": {
"showTicks": false,
"variant": "area",
"record": "duration",
"visible": true
},
"trend": {
"visible": true,
"relative": true,
"isVisible": false
},
"label": "Avg Tokens / Request"
},
"table": {
"rowDensity": "condensed",
"enableSparklines": false,
"hiddenColumns": [],
"lineWrapIds": [],
"columnWidths": {}
}
}
},
"17": {
"type": "data",
"title": "",
"query": "timeseries cost=sum(doku.llm.usage.cost)\n| sort arraySum(cost) desc\n| limit 20\n| fieldsAdd cost.single_value=arraySum(cost)",
"davis": {
"enabled": false,
"davisVisualization": {
"isAvailable": true
}
},
"visualization": "singleValue",
"visualizationSettings": {
"thresholds": [
{
"id": "0",
"title": "",
"field": "",
"rules": [
{
"id": "0",
"label": "",
"comparator": "≥",
"color": "#7dc540",
"value": 0
},
{
"id": "1",
"label": "",
"comparator": "≥",
"color": "#f5d30f",
"value": 5
},
{
"id": "2",
"label": "",
"comparator": "≥",
"color": "#dc172a",
"value": 10
}
],
"isEnabled": true
}
],
"chartSettings": {
"gapPolicy": "connect",
"circleChartSettings": {
"groupingThresholdType": "relative",
"groupingThresholdValue": 0,
"valueType": "relative"
},
"categoryOverrides": {},
"fieldMapping": {
"timestamp": "timeframe",
"leftAxisValues": [
"cost"
],
"leftAxisDimensions": [
"cost.single_value"
],
"fields": [],
"values": []
}
},
"singleValue": {
"showLabel": true,
"recordField": "cost.single_value",
"autoscale": true,
"sparklineSettings": {
"showTicks": false,
"variant": "area",
"record": "cost",
"visible": true,
"isVisible": true
},
"trend": {
"visible": true,
"relative": true,
"isVisible": false,
"isRelative": true,
"isInverseTrend": false
},
"colorThresholdTarget": "value",
"alignment": "center",
"label": "Total Cost"
},
"table": {
"rowDensity": "condensed",
"enableSparklines": false,
"hiddenColumns": [],
"lineWrapIds": [],
"columnWidths": {}
},
"unitsOverrides": [
{
"identifier": "cost.single_value",
"unitCategory": "currency",
"baseUnit": "usd",
"displayUnit": "usd",
"decimals": 3,
"suffix": "",
"delimiter": true,
"added": 1707910304797
}
]
}
},
"19": {
"type": "data",
"title": "",
"query": "timeseries duration=avg(doku.llm.request.duration, rollup: count)\n| sort arrayAvg(duration) desc\n| limit 20",
"davis": {
"enabled": false,
"davisVisualization": {
"isAvailable": true
}
},
"visualization": "areaChart",
"visualizationSettings": {
"thresholds": [
{
"id": "0",
"title": "",
"field": "",
"rules": [
{
"id": "0",
"label": "",
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"color": "#7dc540",
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},
{
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},
{
"id": "2",
"label": "",
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"color": "#dc172a",
"value": 10
}
],
"isEnabled": true
}
],
"chartSettings": {
"legend": {
"hidden": true
},
"leftYAxisSettings": {
"min": "auto",
"max": "data-max",
"label": "Requests"
},
"categoricalBarChartSettings": {
"layout": "horizontal"
},
"fieldMapping": {
"timestamp": "timeframe",
"leftAxisValues": [
"duration"
],
"leftAxisDimensions": [],
"fields": [],
"values": []
},
"seriesOverrides": []
},
"singleValue": {
"showLabel": true,
"label": "",
"prefixIcon": "",
"autoscale": true,
"alignment": "center",
"colorThresholdTarget": "value"
},
"table": {
"rowDensity": "condensed",
"enableSparklines": false,
"hiddenColumns": [],
"lineWrapIds": [],
"columnWidths": {}
},
"unitsOverrides": []
}
},
"21": {
"type": "data",
"title": "Usage Cost by Category",
"query": "timeseries cost=avg(doku.llm.usage.cost), by: { generation, endpoint, environment, finish_reason, application, model, source, job, platform }\n| fieldsAdd cost=arrayAvg(cost)\n| summarize { cost=avg(cost) } , by: { generation, interval, timeframe }\n| sort cost desc\n| limit 20",
"davis": {
"enabled": false,
"davisVisualization": {
"isAvailable": true
}
},
"visualization": "pieChart",
"visualizationSettings": {
"thresholds": [
{
"id": "0",
"title": "",
"field": "",
"rules": [
{
"id": "0",
"label": "",
"comparator": "≥",
"color": "#7dc540",
"value": 0
},
{
"id": "1",
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"color": "#f5d30f",
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},
{
"id": "2",
"label": "",
"comparator": "≥",
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}
],
"isEnabled": true
}
],
"chartSettings": {
"gapPolicy": "connect",
"circleChartSettings": {
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"valueType": "absolute",
"hideLabels": true,
"groupingName": null
},
"categoryOverrides": {},
"categoricalBarChartSettings": {
"categoryAxis": "generation",
"categoryAxisLabel": "generation",
"valueAxis": "cost",
"valueAxisLabel": "cost"
},
"legend": {
"position": "bottom",
"hidden": false
}
},
"singleValue": {
"showLabel": true,
"label": "",
"prefixIcon": "",
"recordField": "generation",
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},
"table": {
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},
"unitsOverrides": [
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"identifier": "cost",
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"suffix": "",
"delimiter": true,
"added": 1707908592897
}
]
}
},
"22": {
"type": "data",
"title": "Usage Cost by Platform",
"query": "timeseries cost=avg(doku.llm.usage.cost), by: { generation, endpoint, environment, finish_reason, application, model, source, job, platform }\n| fieldsAdd cost=arrayAvg(cost)\n| summarize { cost=avg(cost) } , by: { platform, interval, timeframe }\n| sort cost desc\n| limit 20",
"davis": {
"enabled": false,
"davisVisualization": {
"isAvailable": true
}
},
"visualization": "pieChart",
"visualizationSettings": {
"thresholds": [
{
"id": "0",
"title": "",
"field": "",
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},
{
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},
{
"id": "2",
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}
],
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}
],
"chartSettings": {
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"groupingThresholdValue": 0,
"valueType": "relative",
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},
"categoryOverrides": {},
"categoricalBarChartSettings": {
"categoryAxis": "platform",
"categoryAxisLabel": "platform",
"valueAxis": "cost",
"valueAxisLabel": "cost"
},
"legend": {
"position": "bottom",
"hidden": false
}
},
"singleValue": {
"showLabel": true,
"label": "",
"prefixIcon": "",
"recordField": "generation",
"autoscale": true,
"alignment": "center",
"colorThresholdTarget": "value"
},
"table": {
"rowDensity": "condensed",
"enableSparklines": false,
"hiddenColumns": [],
"lineWrapIds": [],
"columnWidths": {}
},
"unitsOverrides": [
{
"identifier": "interval",
"unitCategory": "time",
"baseUnit": "nanosecond",
"displayUnit": "usd",
"decimals": 4,
"suffix": "",
"delimiter": true,
"added": 1707908592897
}
]
}
},
"23": {
"type": "data",
"title": "Usage Cost by Application",
"query": "timeseries cost=avg(doku.llm.usage.cost), by: { generation, endpoint, environment, finish_reason, application, model, source, job, platform }\n| fieldsAdd cost=arrayAvg(cost)\n| summarize { cost=avg(cost) } , by: { application, interval, timeframe }\n| sort cost desc\n| limit 20",
"davis": {
"enabled": false,
"davisVisualization": {
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}
},
"visualization": "pieChart",
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],
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],
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},
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},
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}
},
"singleValue": {
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}
]
}
},
"24": {
"type": "data",
"title": "Usage Cost by Environment",
"query": "timeseries cost=avg(doku.llm.usage.cost), by: { generation, endpoint, environment, finish_reason, application, model, source, job, platform }\n| fieldsAdd cost=arrayAvg(cost)\n| summarize { cost=avg(cost) } , by: { environment, interval, timeframe }\n| sort cost desc\n| limit 20",
"davis": {
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}
},
"visualization": "pieChart",
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],
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],
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},
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}
},
"singleValue": {
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Integrations
Integrate your LLM Provider with Doku
API Reference
OpenAPI specification for API Endpoints in Doku