adaptive-interfaces.ahenselin.chatgpt.site
Explore three WebMCP demos that adapt familiar interfaces to user intent, context, and conversation.
First seen 2026-11-05 · Last seen 2026-11-05 · Source: webmcp.com
Answer 4 · Act 16 · Transact 0 · Score: Not yet scored
Tool inspector
create_report
Use for every request that asks for an answer, calculation, analysis, ranking, comparison, summary, table, chart, or narrative from the Steam product catalog or customer engagement data, even when the user does not say report or save. This is the reporting interface for all data-derived content and places the result inline. Choose exactly one presentation mode. Mixed means one headline metric plus one supporting chart and never includes a table; create separate reports or tabs when both a chart and table are needed. Requires a user-confirmed name and role plus a company candidate explicitly selected by the user. Use role and company context to tailor priorities and framing, and use quarter width for a row of four compact KPIs.
Page: /builder
Input schema
| Property | Type | Required | Description |
|---|---|---|---|
title |
string | yes | — |
description |
string | no | — |
span |
string | no | Choose full for primary or dense content, half for paired peers, third for three-up summaries, or quarter for four compact KPIs. |
data |
— | yes | — |
presentation |
object | yes | Choose exactly one presentation mode. Metric renders one headline value; table renders rows; chart renders one visualization; narrative renders one written finding; mixed renders exactly one headline metric and one supporting chart. Mixed is not a generic combination and never renders a table. |
openInBrowser |
boolean | no | — |
Raw JSON schema
{
"type": "object",
"additionalProperties": false,
"properties": {
"title": {
"type": "string",
"maxLength": 100
},
"description": {
"type": "string",
"maxLength": 220
},
"span": {
"type": "string",
"enum": [
"full",
"half",
"third",
"quarter"
],
"description": "Choose full for primary or dense content, half for paired peers, third for three-up summaries, or quarter for four compact KPIs."
},
"data": {
"oneOf": [
{
"type": "object",
"additionalProperties": false,
"properties": {
"source": {
"type": "object",
"additionalProperties": false,
"properties": {
"name": {
"type": "string",
"const": "steam_catalog"
},
"filters": {
"type": "object",
"additionalProperties": false,
"properties": {
"query": {
"type": "string",
"maxLength": 120
},
"ownerBand": {
"type": "string",
"enum": [
"All owner ranges",
"100,000,000 .. 200,000,000",
"50,000,000 .. 100,000,000",
"20,000,000 .. 50,000,000",
"10,000,000 .. 20,000,000",
"5,000,000 .. 10,000,000",
"2,000,000 .. 5,000,000",
"1,000,000 .. 2,000,000",
"500,000 .. 1,000,000",
"200,000 .. 500,000",
"100,000 .. 200,000",
"50,000 .. 100,000",
"20,000 .. 50,000",
"0 .. 20,000",
"0 .. 0"
]
},
"priceBand": {
"type": "string",
"enum": [
"All prices",
"Free",
"Under $10",
"$10–$29.99",
"$30–$59.99",
"$60+"
]
},
"minPositiveRatio": {
"type": "number",
"minimum": 0,
"maximum": 1
},
"minCcu": {
"type": "integer",
"minimum": 0
},
"genres": {
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"maxItems": 10,
"items": {
"type": "string",
"minLength": 1,
"maxLength": 80
}
},
"tags": {
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"maxItems": 10,
"items": {
"type": "string",
"minLength": 1,
"maxLength": 80
}
},
"categories": {
"type": "array",
"maxItems": 10,
"items": {
"type": "string",
"minLength": 1,
"maxLength": 80
}
}
},
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"ownerBand",
"priceBand",
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"minCcu",
"genres",
"tags",
"categories"
]
}
},
"required": [
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]
},
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{
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}
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{
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}
}
},
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},
{
"type": "object",
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"const": "window"
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"field": {
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"pattern": "^[A-Za-z][A-Za-z0-9_]{0,63}$"
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"type": "string",
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"ascending",
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]
}
},
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]
}
},
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"type": "object",
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"properties": {
"function": {
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"rowNumber",
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"denseRank",
"percentRank",
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"median",
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]
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"type": "string",
"pattern": "^[A-Za-z][A-Za-z0-9_]{0,63}$"
}
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]
}
}
},
"required": [
"operation",
"partitionBy",
"sortBy",
"measures"
]
},
{
"type": "object",
"additionalProperties": false,
"properties": {
"operation": {
"const": "calculate"
},
"as": {
"type": "string",
"pattern": "^[A-Za-z][A-Za-z0-9_]{0,63}$"
},
"operator": {
"enum": [
"add",
"subtract",
"multiply",
"divide"
]
},
"left": {
"type": "string",
"pattern": "^[A-Za-z][A-Za-z0-9_]{0,63}$"
},
"right": {
"type": "object",
"additionalProperties": false,
"properties": {
"field": {
"type": "string",
"pattern": "^[A-Za-z][A-Za-z0-9_]{0,63}$"
},
"value": {
"type": "number"
}
}
}
},
"required": [
"operation",
"as",
"operator",
"left",
"right"
]
},
{
"type": "object",
"additionalProperties": false,
"properties": {
"operation": {
"const": "filter"
},
"field": {
"type": "string",
"pattern": "^[A-Za-z][A-Za-z0-9_]{0,63}$"
},
"operator": {
"enum": [
"equal",
"notEqual",
"greaterThan",
"greaterOrEqual",
"lessThan",
"lessOrEqual",
"in"
]
},
"value": {}
},
"required": [
"operation",
"field",
"operator",
"value"
]
},
{
"type": "object",
"additionalProperties": false,
"properties": {
"operation": {
"const": "sort"
},
"fields": {
"type": "array",
"minItems": 1,
"maxItems": 4,
"items": {
"type": "object",
"additionalProperties": false,
"properties": {
"field": {
"type": "string",
"pattern": "^[A-Za-z][A-Za-z0-9_]{0,63}$"
},
"direction": {
"type": "string",
"enum": [
"ascending",
"descending"
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}
},
"required": [
"field",
"direction"
]
}
}
},
"required": [
"operation",
"fields"
]
},
{
"type": "object",
"additionalProperties": false,
"properties": {
"operation": {
"const": "limit"
},
"count": {
"type": "integer",
"minimum": 1,
"maximum": 2000
}
},
"required": [
"operation",
"count"
]
}
]
}
},
"resultLimit": {
"type": "integer",
"minimum": 1,
"maximum": 2000
}
},
"required": [
"source",
"pipeline",
"resultLimit"
]
},
{
"type": "object",
"additionalProperties": false,
"properties": {
"source": {
"type": "object",
"additionalProperties": false,
"properties": {
"name": {
"type": "string",
"const": "customer_engagement"
},
"view": {
"type": "string",
"enum": [
"sessions",
"funnel"
]
},
"inheritPageFilters": {
"type": "boolean",
"default": true
},
"filters": {
"type": "object",
"additionalProperties": false,
"properties": {
"dateFrom": {
"type": "string",
"pattern": "^\\d{4}-\\d{2}-\\d{2}$"
},
"dateTo": {
"type": "string",
"pattern": "^\\d{4}-\\d{2}-\\d{2}$"
},
"shops": {
"type": "array",
"maxItems": 10,
"items": {
"type": "string",
"maxLength": 80
}
},
"suppliers": {
"type": "array",
"maxItems": 10,
"items": {
"type": "string",
"maxLength": 80
}
},
"productCategories": {
"type": "array",
"maxItems": 10,
"items": {
"type": "string",
"maxLength": 80
}
},
"brands": {
"type": "array",
"maxItems": 10,
"items": {
"type": "string",
"maxLength": 80
}
},
"productClasses": {
"type": "array",
"maxItems": 10,
"items": {
"type": "string",
"maxLength": 80
}
},
"sexes": {
"type": "array",
"maxItems": 4,
"items": {
"type": "string",
"enum": [
"Female",
"Male",
"Non-binary",
"Undisclosed"
]
}
},
"customerTypes": {
"type": "array",
"maxItems": 3,
"items": {
"type": "string",
"enum": [
"New",
"Returning",
"Loyal"
]
}
},
"devices": {
"type": "array",
"maxItems": 3,
"items": {
"type": "string",
"enum": [
"Desktop",
"Mobile",
"Tablet"
]
}
}
},
"required": [
"dateFrom",
"dateTo",
"shops",
"suppliers",
"productCategories",
"brands",
"productClasses",
"sexes",
"customerTypes",
"devices"
]
}
},
"required": [
"name",
"view",
"filters"
]
},
"pipeline": {
"type": "array",
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"items": {
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{
"type": "object",
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"properties": {
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"const": "groupBy"
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"fields": {
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"maxItems": 4,
"items": {
"type": "string",
"pattern": "^[A-Za-z][A-Za-z0-9_]{0,63}$"
}
}
},
"required": [
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]
},
{
"type": "object",
"additionalProperties": false,
"properties": {
"operation": {
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"items": {
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"parameter": {
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"maximum": 1
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"as": {
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"pattern": "^[A-Za-z][A-Za-z0-9_]{0,63}$"
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"required": [
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"as"
]
}
}
},
"required": [
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},
{
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"additionalProperties": false,
"properties": {
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"const": "window"
},
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"type": "string",
"pattern": "^[A-Za-z][A-Za-z0-9_]{0,63}$"
}
},
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"items": {
"type": "object",
"additionalProperties": false,
"properties": {
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"pattern": "^[A-Za-z][A-Za-z0-9_]{0,63}$"
},
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}
},
"required": [
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"direction"
]
}
},
"measures": {
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"items": {
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"properties": {
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"rank",
"denseRank",
"percentRank",
"mean",
"sum",
"median",
"stdev",
"lag",
"lead"
]
},
"field": {
"type": "string",
"pattern": "^[A-Za-z][A-Za-z0-9_]{0,63}$"
},
"offset": {
"type": "integer",
"minimum": 1,
"maximum": 100
},
"frame": {
"enum": [
"partition",
"cumulative",
"rolling"
]
},
"rows": {
"type": "integer",
"minimum": 1,
"maximum": 100
},
"as": {
"type": "string",
"pattern": "^[A-Za-z][A-Za-z0-9_]{0,63}$"
}
},
"required": [
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"as"
]
}
}
},
"required": [
"operation",
"partitionBy",
"sortBy",
"measures"
]
},
{
"type": "object",
"additionalProperties": false,
"properties": {
"operation": {
"const": "calculate"
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"as": {
"type": "string",
"pattern": "^[A-Za-z][A-Za-z0-9_]{0,63}$"
},
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{
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"field": {
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"pattern": "^[A-Za-z][A-Za-z0-9_]{0,63}$"
},
"operator": {
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},
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"required": [
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"value"
]
},
{
"type": "object",
"additionalProperties": false,
"properties": {
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"fields": {
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"maxItems": 4,
"items": {
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"properties": {
"field": {
"type": "string",
"pattern": "^[A-Za-z][A-Za-z0-9_]{0,63}$"
},
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"required": [
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},
{
"type": "object",
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"properties": {
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"const": "limit"
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"required": [
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]
}
},
"resultLimit": {
"type": "integer",
"minimum": 1,
"maximum": 2000
}
},
"required": [
"source",
"pipeline",
"resultLimit"
]
}
]
},
"presentation": {
"type": "object",
"description": "Choose exactly one presentation mode. Metric renders one headline value; table renders rows; chart renders one visualization; narrative renders one written finding; mixed renders exactly one headline metric and one supporting chart. Mixed is not a generic combination and never renders a table.",
"oneOf": [
{
"title": "Metric report",
"description": "Renders exactly one headline metric and no chart or table.",
"type": "object",
"additionalProperties": false,
"properties": {
"mode": {
"type": "string",
"const": "metric"
},
"metric": {
"type": "object",
"additionalProperties": false,
"properties": {
"valueField": {
"type": "string",
"pattern": "^[A-Za-z][A-Za-z0-9_]{0,63}$"
},
"label": {
"type": "string",
"maxLength": 80
},
"format": {
"type": "string",
"enum": [
"number",
"integer",
"compact",
"currencyCents",
"percent",
"minutes",
"year"
],
"description": "Use year for calendar-year fields. releaseYear always renders as a year when this is omitted or set to a generic numeric format."
},
"context": {
"type": "string",
"maxLength": 180
}
},
"required": [
"valueField",
"label"
]
}
},
"required": [
"mode",
"metric"
]
},
{
"title": "Table report",
"description": "Renders rows as a table and no headline metric or chart.",
"type": "object",
"additionalProperties": false,
"properties": {
"mode": {
"type": "string",
"const": "table"
},
"table": {
"type": "object",
"additionalProperties": false,
"description": "Columns rendered in a table report.",
"properties": {
"columns": {
"type": "array",
"minItems": 1,
"maxItems": 8,
"items": {
"type": "object",
"additionalProperties": false,
"properties": {
"field": {
"type": "string",
"pattern": "^[A-Za-z][A-Za-z0-9_]{0,63}$"
},
"label": {
"type": "string",
"maxLength": 60
},
"format": {
"type": "string",
"enum": [
"number",
"integer",
"compact",
"currencyCents",
"percent",
"minutes",
"year"
],
"description": "Use year for calendar-year fields. releaseYear always renders as a year when this is omitted or set to a generic numeric format."
}
},
"required": [
"field",
"label"
]
}
}
},
"required": [
"columns"
]
}
},
"required": [
"mode",
"table"
]
},
{
"title": "Chart report",
"description": "Renders exactly one chart and no headline metric or table.",
"type": "object",
"additionalProperties": false,
"properties": {
"mode": {
"type": "string",
"const": "chart"
},
"visualization": {
"type": "object",
"additionalProperties": false,
"properties": {
"renderer": {
"type": "string",
"const": "plotly"
},
"traces": {
"type": "array",
"minItems": 1,
"maxItems": 12,
"items": {
"type": "object",
"additionalProperties": true,
"properties": {
"type": {
"type": "string",
"enum": [
"bar",
"scatter",
"pie",
"heatmap",
"histogram",
"box",
"violin",
"treemap",
"sunburst",
"funnel"
]
},
"name": {
"type": "string"
},
"x": {
"type": "array",
"maxItems": 2000,
"items": {}
},
"y": {
"type": "array",
"maxItems": 2000,
"items": {}
},
"labels": {
"type": "array",
"maxItems": 2000,
"items": {}
},
"values": {
"type": "array",
"maxItems": 2000,
"items": {}
},
"mode": {
"type": "string"
},
"orientation": {
"type": "string",
"enum": [
"h",
"v"
]
},
"hole": {
"type": "number",
"minimum": 0,
"maximum": 0.9
},
"marker": {
"type": "object",
"additionalProperties": true
},
"line": {
"type": "object",
"additionalProperties": true
},
"text": {
"type": "array",
"maxItems": 2000,
"items": {}
},
"hovertemplate": {
"type": "string"
}
}
}
},
"layout": {
"type": "object",
"additionalProperties": true
},
"encoding": {
"type": "object",
"additionalProperties": false,
"properties": {
"x": {
"type": "string",
"pattern": "^[A-Za-z][A-Za-z0-9_]{0,63}$"
},
"y": {
"type": "string",
"pattern": "^[A-Za-z][A-Za-z0-9_]{0,63}$"
},
"labels": {
"type": "string",
"pattern": "^[A-Za-z][A-Za-z0-9_]{0,63}$"
},
"values": {
"type": "string",
"pattern": "^[A-Za-z][A-Za-z0-9_]{0,63}$"
},
"text": {
"type": "string",
"pattern": "^[A-Za-z][A-Za-z0-9_]{0,63}$"
},
"series": {
"type": "string",
"pattern": "^[A-Za-z][A-Za-z0-9_]{0,63}$"
},
"hover": {
"type": "array",
"maxItems": 8,
"items": {
"type": "string",
"pattern": "^[A-Za-z][A-Za-z0-9_]{0,63}$"
}
}
},
"required": [
"hover"
]
}
},
"required": [
"renderer",
"traces",
"encoding"
]
}
},
"required": [
"mode",
"visualization"
]
},
{
"title": "Narrative report",
"description": "Renders one concise written finding and no metric, table, or chart.",
"type": "object",
"additionalProperties": false,
"properties": {
"mode": {
"type": "string",
"const": "narrative"
},
"narrative": {
"type": "object",
"additionalProperties": false,
"description": "The concise finding rendered by a narrative report.",
"properties": {
"body": {
"type": "string",
"maxLength": 800
}
},
"required": [
"body"
]
}
},
"required": [
"mode",
"narrative"
]
},
{
"title": "Metric with chart report",
"description": "Renders exactly one headline metric followed by one supporting chart. It never renders a table; create a separate table report or use tabs when tabular detail is needed.",
"type": "object",
"additionalProperties": false,
"properties": {
"mode": {
"type": "string",
"const": "mixed"
},
"metric": {
"type": "object",
"additionalProperties": false,
"properties": {
"valueField": {
"type": "string",
"pattern": "^[A-Za-z][A-Za-z0-9_]{0,63}$"
},
"label": {
"type": "string",
"maxLength": 80
},
"format": {
"type": "string",
"enum": [
"number",
"integer",
"compact",
"currencyCents",
"percent",
"minutes",
"year"
],
"description": "Use year for calendar-year fields. releaseYear always renders as a year when this is omitted or set to a generic numeric format."
},
"context": {
"type": "string",
"maxLength": 180
}
},
"required": [
"valueField",
"label"
]
},
"visualization": {
"type": "object",
"additionalProperties": false,
"properties": {
"renderer": {
"type": "string",
"const": "plotly"
},
"traces": {
"type": "array",
"minItems": 1,
"maxItems": 12,
"items": {
"type": "object",
"additionalProperties": true,
"properties": {
"type": {
"type": "string",
"enum": [
"bar",
"scatter",
"pie",
"heatmap",
"histogram",
"box",
"violin",
"treemap",
"sunburst",
"funnel"
]
},
"name": {
"type": "string"
},
"x": {
"type": "array",
"maxItems": 2000,
"items": {}
},
"y": {
"type": "array",
"maxItems": 2000,
"items": {}
},
"labels": {
"type": "array",
"maxItems": 2000,
"items": {}
},
"values": {
"type": "array",
"maxItems": 2000,
"items": {}
},
"mode": {
"type": "string"
},
"orientation": {
"type": "string",
"enum": [
"h",
"v"
]
},
"hole": {
"type": "number",
"minimum": 0,
"maximum": 0.9
},
"marker": {
"type": "object",
"additionalProperties": true
},
"line": {
"type": "object",
"additionalProperties": true
},
"text": {
"type": "array",
"maxItems": 2000,
"items": {}
},
"hovertemplate": {
"type": "string"
}
}
}
},
"layout": {
"type": "object",
"additionalProperties": true
},
"encoding": {
"type": "object",
"additionalProperties": false,
"properties": {
"x": {
"type": "string",
"pattern": "^[A-Za-z][A-Za-z0-9_]{0,63}$"
},
"y": {
"type": "string",
"pattern": "^[A-Za-z][A-Za-z0-9_]{0,63}$"
},
"labels": {
"type": "string",
"pattern": "^[A-Za-z][A-Za-z0-9_]{0,63}$"
},
"values": {
"type": "string",
"pattern": "^[A-Za-z][A-Za-z0-9_]{0,63}$"
},
"text": {
"type": "string",
"pattern": "^[A-Za-z][A-Za-z0-9_]{0,63}$"
},
"series": {
"type": "string",
"pattern": "^[A-Za-z][A-Za-z0-9_]{0,63}$"
},
"hover": {
"type": "array",
"maxItems": 8,
"items": {
"type": "string",
"pattern": "^[A-Za-z][A-Za-z0-9_]{0,63}$"
}
}
},
"required": [
"hover"
]
}
},
"required": [
"renderer",
"traces",
"encoding"
]
}
},
"required": [
"mode",
"metric",
"visualization"
]
}
]
},
"openInBrowser": {
"type": "boolean",
"default": true
}
},
"required": [
"title",
"data",
"presentation"
]
}
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