grafana/devenv/dev-dashboards/transforms/regression-analysis.json
Oscar Kilhed af7de68c65
Transformations: Add regression analysis gdev dashboard (#78720)
* add regression analysis gdev dashboard

* Update jsonnet

* set time to fixed
2023-11-30 11:52:04 +01:00

1036 lines
24 KiB
JSON

{
"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": false,
"fiscalYearStartMonth": 0,
"graphTooltip": 0,
"id": 764,
"links": [],
"liveNow": false,
"panels": [
{
"datasource": {
"type": "grafana-testdata-datasource",
"uid": "PD8C576611E62080A"
},
"fieldConfig": {
"defaults": {
"color": {
"mode": "palette-classic"
},
"custom": {
"axisBorderShow": false,
"axisCenteredZero": false,
"axisColorMode": "text",
"axisLabel": "",
"axisPlacement": "auto",
"barAlignment": 0,
"drawStyle": "line",
"fillOpacity": 0,
"gradientMode": "none",
"hideFrom": {
"legend": false,
"tooltip": false,
"viz": false
},
"insertNulls": false,
"lineInterpolation": "linear",
"lineWidth": 1,
"pointSize": 5,
"scaleDistribution": {
"type": "linear"
},
"showPoints": "auto",
"spanNulls": false,
"stacking": {
"group": "A",
"mode": "none"
},
"thresholdsStyle": {
"mode": "off"
}
},
"mappings": [],
"thresholds": {
"mode": "absolute",
"steps": [
{
"color": "green",
"value": null
},
{
"color": "red",
"value": 80
}
]
}
},
"overrides": []
},
"gridPos": {
"h": 8,
"w": 12,
"x": 0,
"y": 0
},
"id": 1,
"options": {
"legend": {
"calcs": [],
"displayMode": "list",
"placement": "bottom",
"showLegend": true
},
"tooltip": {
"mode": "single",
"sort": "none"
}
},
"targets": [
{
"datasource": {
"type": "grafana-testdata-datasource",
"uid": "PD8C576611E62080A"
},
"refId": "A",
"scenarioId": "random_walk"
}
],
"title": "Many points polynomial",
"transformations": [
{
"id": "regression",
"options": {
"degree": 3,
"modelType": "polynomial",
"order": 3,
"precision": 100,
"resolution": 100,
"xFieldName": "time",
"yFieldName": "A-series"
}
}
],
"type": "timeseries"
},
{
"datasource": {
"type": "grafana-testdata-datasource",
"uid": "PD8C576611E62080A"
},
"fieldConfig": {
"defaults": {
"color": {
"mode": "palette-classic"
},
"custom": {
"axisBorderShow": false,
"axisCenteredZero": false,
"axisColorMode": "text",
"axisLabel": "",
"axisPlacement": "auto",
"barAlignment": 0,
"drawStyle": "line",
"fillOpacity": 0,
"gradientMode": "none",
"hideFrom": {
"legend": false,
"tooltip": false,
"viz": false
},
"insertNulls": false,
"lineInterpolation": "linear",
"lineWidth": 1,
"pointSize": 5,
"scaleDistribution": {
"type": "linear"
},
"showPoints": "auto",
"spanNulls": false,
"stacking": {
"group": "A",
"mode": "none"
},
"thresholdsStyle": {
"mode": "off"
}
},
"mappings": [],
"thresholds": {
"mode": "absolute",
"steps": [
{
"color": "green",
"value": null
},
{
"color": "red",
"value": 80
}
]
}
},
"overrides": []
},
"gridPos": {
"h": 8,
"w": 12,
"x": 12,
"y": 0
},
"id": 5,
"options": {
"legend": {
"calcs": [],
"displayMode": "list",
"placement": "bottom",
"showLegend": true
},
"tooltip": {
"mode": "single",
"sort": "none"
}
},
"targets": [
{
"datasource": {
"type": "grafana-testdata-datasource",
"uid": "PD8C576611E62080A"
},
"refId": "A",
"scenarioId": "random_walk"
}
],
"title": "Many points linear",
"transformations": [
{
"id": "regression",
"options": {
"modelType": "linear",
"order": 3,
"precision": 100,
"resolution": 10,
"xFieldName": "time",
"yFieldName": "A-series"
}
}
],
"type": "timeseries"
},
{
"datasource": {
"type": "grafana-testdata-datasource",
"uid": "PD8C576611E62080A"
},
"fieldConfig": {
"defaults": {
"color": {
"mode": "palette-classic"
},
"custom": {
"axisBorderShow": false,
"axisCenteredZero": false,
"axisColorMode": "text",
"axisLabel": "",
"axisPlacement": "auto",
"barAlignment": 0,
"drawStyle": "line",
"fillOpacity": 0,
"gradientMode": "none",
"hideFrom": {
"legend": false,
"tooltip": false,
"viz": false
},
"insertNulls": false,
"lineInterpolation": "linear",
"lineWidth": 1,
"pointSize": 5,
"scaleDistribution": {
"type": "linear"
},
"showPoints": "auto",
"spanNulls": false,
"stacking": {
"group": "A",
"mode": "none"
},
"thresholdsStyle": {
"mode": "off"
}
},
"mappings": [],
"thresholds": {
"mode": "absolute",
"steps": [
{
"color": "green",
"value": null
},
{
"color": "red",
"value": 80
}
]
}
},
"overrides": []
},
"gridPos": {
"h": 8,
"w": 12,
"x": 0,
"y": 8
},
"id": 2,
"options": {
"legend": {
"calcs": [],
"displayMode": "list",
"placement": "bottom",
"showLegend": true
},
"tooltip": {
"mode": "single",
"sort": "none"
}
},
"pluginVersion": "10.3.0-pre",
"targets": [
{
"csvContent": "time, val\n2023-11-20 12:09:00, 1\n2023-11-20 12:09:02, 2\n2023-11-20 12:09:03, 3\n2023-11-20 12:09:04, 4\n2023-11-20 12:09:05, 5\n2023-11-20 12:09:06, 6\n2023-11-20 12:09:07, 2\n2023-11-20 12:09:08, 3\n2023-11-20 12:09:09, 4\n2023-11-20 12:09:10, 1\n2023-11-20 12:09:11, 2\n2023-11-20 12:09:12, 3\n2023-11-20 12:09:13, 4",
"datasource": {
"type": "grafana-testdata-datasource",
"uid": "PD8C576611E62080A"
},
"refId": "A",
"scenarioId": "csv_content"
}
],
"title": "Few points",
"transformations": [
{
"id": "convertFieldType",
"options": {
"conversions": [
{
"destinationType": "time",
"targetField": "time"
}
],
"fields": {}
}
},
{
"id": "regression",
"options": {
"degree": 3,
"modelType": "polynomial",
"order": 3,
"precision": 100,
"xFieldName": "time",
"yFieldName": "val"
}
},
{
"id": "regression",
"options": {
"modelType": "linear",
"xFieldName": "time",
"yFieldName": "val"
}
}
],
"type": "timeseries"
},
{
"datasource": {
"type": "grafana-testdata-datasource",
"uid": "PD8C576611E62080A"
},
"fieldConfig": {
"defaults": {
"color": {
"mode": "palette-classic"
},
"custom": {
"axisBorderShow": false,
"axisCenteredZero": false,
"axisColorMode": "text",
"axisLabel": "",
"axisPlacement": "auto",
"barAlignment": 0,
"drawStyle": "line",
"fillOpacity": 0,
"gradientMode": "none",
"hideFrom": {
"legend": false,
"tooltip": false,
"viz": false
},
"insertNulls": false,
"lineInterpolation": "linear",
"lineWidth": 1,
"pointSize": 5,
"scaleDistribution": {
"type": "linear"
},
"showPoints": "auto",
"spanNulls": false,
"stacking": {
"group": "A",
"mode": "none"
},
"thresholdsStyle": {
"mode": "off"
}
},
"mappings": [],
"thresholds": {
"mode": "absolute",
"steps": [
{
"color": "green",
"value": null
},
{
"color": "red",
"value": 80
}
]
}
},
"overrides": []
},
"gridPos": {
"h": 8,
"w": 12,
"x": 12,
"y": 8
},
"id": 4,
"options": {
"legend": {
"calcs": [],
"displayMode": "list",
"placement": "bottom",
"showLegend": true
},
"tooltip": {
"mode": "single",
"sort": "none"
}
},
"targets": [
{
"csvContent": "time, val\n2023-11-20 12:09:00, 1\n2023-11-20 12:09:02, 2\n2023-11-20 12:09:03, 3\n2023-11-20 12:09:04, 4\n2023-11-20 12:09:05, null\n2023-11-20 12:09:06, 6\n2023-11-20 12:09:07, 2\n2023-11-20 12:09:08, null\n2023-11-20 12:09:09, 4\n2023-11-20 12:09:10, 1\n2023-11-20 12:09:11, 2\n2023-11-20 12:09:12, 3\n2023-11-20 12:09:13, 4",
"datasource": {
"type": "grafana-testdata-datasource",
"uid": "PD8C576611E62080A"
},
"refId": "A",
"scenarioId": "csv_content"
}
],
"title": "Data with nulls",
"transformations": [
{
"id": "convertFieldType",
"options": {
"conversions": [
{
"destinationType": "time",
"targetField": "time"
}
],
"fields": {}
}
},
{
"id": "regression",
"options": {
"degree": 3,
"modelType": "polynomial",
"order": 3,
"precision": 100,
"resolution": 100,
"xFieldName": "time",
"yFieldName": "val"
}
},
{
"id": "regression",
"options": {
"modelType": "linear",
"xFieldName": "time",
"yFieldName": "val"
}
}
],
"type": "timeseries"
},
{
"datasource": {
"type": "grafana-testdata-datasource",
"uid": "PD8C576611E62080A"
},
"fieldConfig": {
"defaults": {
"color": {
"mode": "palette-classic"
},
"custom": {
"axisBorderShow": false,
"axisCenteredZero": false,
"axisColorMode": "text",
"axisLabel": "",
"axisPlacement": "auto",
"hideFrom": {
"legend": false,
"tooltip": false,
"viz": false
},
"pointSize": {
"fixed": 5
},
"scaleDistribution": {
"type": "linear"
},
"show": "points"
},
"mappings": [],
"thresholds": {
"mode": "absolute",
"steps": [
{
"color": "green",
"value": null
},
{
"color": "red",
"value": 80
}
]
}
},
"overrides": [
{
"matcher": {
"id": "byName",
"options": "y predicted linear regression"
},
"properties": [
{
"id": "custom.show",
"value": "lines"
}
]
},
{
"matcher": {
"id": "byName",
"options": "y predicted polynomial regression"
},
"properties": [
{
"id": "custom.show",
"value": "lines"
}
]
}
]
},
"gridPos": {
"h": 8,
"w": 12,
"x": 0,
"y": 16
},
"id": 3,
"options": {
"dims": {
"frame": 0
},
"legend": {
"calcs": [],
"displayMode": "list",
"placement": "bottom",
"showLegend": true
},
"series": [],
"seriesMapping": "auto",
"tooltip": {
"mode": "single",
"sort": "none"
}
},
"targets": [
{
"csvContent": "x,y\n1,4\n2,1\n3,2\n4,-2\n5,6\n3,2\n1,7\n3,9\n6,3\n5,-3\n2,-2\n7,15",
"datasource": {
"type": "grafana-testdata-datasource",
"uid": "PD8C576611E62080A"
},
"refId": "A",
"scenarioId": "csv_content"
}
],
"title": "XY Chart",
"transformations": [
{
"id": "regression",
"options": {
"modelType": "linear",
"resolution": 1,
"xFieldName": "x",
"yFieldName": "y"
}
},
{
"id": "regression",
"options": {
"modelType": "polynomial",
"order": 3,
"resolution": 100,
"xFieldName": "x",
"yFieldName": "y"
}
},
{
"id": "renameByRegex",
"options": {
"regex": "x.*",
"renamePattern": "x"
}
},
{
"id": "joinByField",
"options": {
"byField": "x",
"mode": "outer"
}
},
{
"id": "sortBy",
"options": {
"fields": {},
"sort": [
{
"field": "x"
}
]
}
}
],
"type": "xychart"
},
{
"datasource": {
"type": "grafana-testdata-datasource",
"uid": "PD8C576611E62080A"
},
"fieldConfig": {
"defaults": {
"color": {
"mode": "thresholds"
},
"mappings": [],
"thresholds": {
"mode": "absolute",
"steps": [
{
"color": "green",
"value": null
},
{
"color": "red",
"value": 80
}
]
}
},
"overrides": []
},
"gridPos": {
"h": 8,
"w": 12,
"x": 12,
"y": 16
},
"id": 6,
"options": {
"colorMode": "value",
"graphMode": "area",
"justifyMode": "auto",
"orientation": "auto",
"reduceOptions": {
"calcs": [
"lastNotNull"
],
"fields": "",
"values": false
},
"textMode": "auto",
"wideLayout": true
},
"pluginVersion": "10.3.0-pre",
"title": "stat panel",
"transformations": [
{
"id": "regression",
"options": {
"degree": 3,
"modelType": "polynomial",
"order": 3,
"xFieldName": "time",
"yFieldName": "A-series"
}
},
{
"id": "regression",
"options": {
"modelType": "linear",
"xFieldName": "time",
"yFieldName": "A-series"
}
}
],
"type": "stat"
},
{
"datasource": {
"type": "grafana-testdata-datasource",
"uid": "PD8C576611E62080A"
},
"fieldConfig": {
"defaults": {
"color": {
"mode": "palette-classic"
},
"custom": {
"axisBorderShow": false,
"axisCenteredZero": false,
"axisColorMode": "text",
"axisLabel": "",
"axisPlacement": "auto",
"barAlignment": 0,
"drawStyle": "line",
"fillOpacity": 0,
"gradientMode": "none",
"hideFrom": {
"legend": false,
"tooltip": false,
"viz": false
},
"insertNulls": false,
"lineInterpolation": "linear",
"lineWidth": 1,
"pointSize": 5,
"scaleDistribution": {
"type": "linear"
},
"showPoints": "auto",
"spanNulls": false,
"stacking": {
"group": "A",
"mode": "none"
},
"thresholdsStyle": {
"mode": "off"
}
},
"mappings": [],
"thresholds": {
"mode": "absolute",
"steps": [
{
"color": "green"
},
{
"color": "red",
"value": 80
}
]
}
},
"overrides": [
{
"matcher": {
"id": "byName",
"options": "val predicted polynomial regression"
},
"properties": [
{
"id": "custom.showPoints",
"value": "never"
}
]
},
{
"matcher": {
"id": "byName",
"options": "val predicted linear regression"
},
"properties": [
{
"id": "custom.showPoints",
"value": "never"
}
]
}
]
},
"gridPos": {
"h": 8,
"w": 12,
"x": 0,
"y": 24
},
"id": 7,
"options": {
"legend": {
"calcs": [],
"displayMode": "list",
"placement": "bottom",
"showLegend": true
},
"tooltip": {
"mode": "single",
"sort": "none"
}
},
"pluginVersion": "10.3.0-pre",
"targets": [
{
"csvContent": "x, val\n6,2\n8,1\n10,5\n15,1\n22,10\n",
"datasource": {
"type": "grafana-testdata-datasource",
"uid": "PD8C576611E62080A"
},
"refId": "A",
"scenarioId": "csv_content"
}
],
"title": "Trend panel",
"transformations": [
{
"id": "regression",
"options": {
"modelType": "polynomial",
"order": 3,
"xFieldName": "x",
"yFieldName": "val"
}
},
{
"id": "regression",
"options": {
"modelType": "linear",
"xFieldName": "x",
"yFieldName": "val"
}
},
{
"id": "renameByRegex",
"options": {
"regex": "x.*",
"renamePattern": "x"
}
},
{
"id": "joinByField",
"options": {
"byField": "x",
"mode": "outer"
}
}
],
"type": "trend"
},
{
"datasource": {
"type": "grafana-testdata-datasource",
"uid": "PD8C576611E62080A"
},
"fieldConfig": {
"defaults": {
"color": {
"mode": "palette-classic"
},
"custom": {
"axisBorderShow": false,
"axisCenteredZero": false,
"axisColorMode": "text",
"axisLabel": "",
"axisPlacement": "auto",
"hideFrom": {
"legend": false,
"tooltip": false,
"viz": false
},
"pointSize": {
"fixed": 5
},
"scaleDistribution": {
"type": "linear"
},
"show": "points"
},
"mappings": [],
"thresholds": {
"mode": "absolute",
"steps": [
{
"color": "green"
},
{
"color": "red",
"value": 80
}
]
}
},
"overrides": [
{
"matcher": {
"id": "byName",
"options": "baz predicted polynomial regression"
},
"properties": [
{
"id": "custom.show",
"value": "lines"
}
]
},
{
"matcher": {
"id": "byName",
"options": "baz predicted linear regression"
},
"properties": [
{
"id": "custom.show",
"value": "lines"
}
]
}
]
},
"gridPos": {
"h": 8,
"w": 12,
"x": 12,
"y": 24
},
"id": 8,
"options": {
"dims": {
"exclude": [],
"frame": 0,
"x": "foo"
},
"legend": {
"calcs": [],
"displayMode": "list",
"placement": "bottom",
"showLegend": true
},
"series": [
{
"pointColor": {},
"pointSize": {
"field": "baz",
"fixed": 50.5,
"max": 100,
"min": 1
},
"x": "foo",
"y": "foo"
}
],
"seriesMapping": "auto",
"tooltip": {
"mode": "single",
"sort": "none"
}
},
"pluginVersion": "10.3.0-pre",
"targets": [
{
"datasource": {
"type": "grafana-testdata-datasource",
"uid": "PD8C576611E62080A"
},
"refId": "A",
"scenarioId": "usa",
"usa": {
"mode": "values-as-rows"
}
}
],
"title": "XY Chart",
"transformations": [
{
"id": "regression",
"options": {
"degree": 5,
"modelType": "polynomial",
"order": 3,
"xFieldName": "foo",
"yFieldName": "baz"
}
},
{
"id": "regression",
"options": {
"modelType": "linear",
"xFieldName": "foo",
"yFieldName": "baz"
}
},
{
"id": "joinByField",
"options": {
"byField": "foo",
"mode": "outer"
}
}
],
"type": "xychart"
}
],
"refresh": "",
"schemaVersion": 39,
"tags": [
"gdev",
"transform"
],
"templating": {
"list": []
},
"time": {
"from": "2023-11-20T12:09:00.000Z",
"to": "2023-11-20T12:09:13.000Z"
},
"timepicker": {},
"timezone": "",
"title": "Transforms - Regression analysis",
"uid": "d2d2bb99-42e4-44b8-b93e-3ad1aae31c6b",
"version": 39,
"weekStart": ""
}