Graflume · Alpha
Parallel coordinates · Edge-case application
Compare observations across several quantitative dimensions on parallel axes. Exercise numeric range, sparse structure, and large inputs with valid data. Each tab materializes data only when needed and never silently repairs invalid values.
Chart family · Advanced families
Parallel coordinates
Compare observations across several quantitative dimensions on parallel axes.
- Quick API
parallel()- Browser snapshot
graflume/complete- mark
parallel- Presets
- 2
Edge cases
Numeric range, irregular structure, and data volume
Exercise numeric range, sparse structure, and large inputs with valid data. Each tab materializes data only when needed and never silently repairs invalid values.
Wide numeric range
Mix zero, very small finite values, and very large finite values to verify automatic domains, precision, and stable geometry. NaN and Infinity remain intentionally invalid. It applies 2 data-integrity rules that preserve finite values and axis domains.
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extreme-rangeextreme-smallextreme-largezeromixed-signbudget:marks<=5
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Wide numeric range · Row data
Row data and zero-copy TypedArray columns share one data contract.
nameordinal | speedquantitative | qualityquantitative | costquantitative |
|---|---|---|---|
| Balanced | -1e+12 | -1e-09 | 0 |
| Fast | -1e-09 | 0 | 1e+12 |
| Precise | 0 | 1e+12 | 1e-09 |
| Efficient | 1e+12 | 1e-09 | 1e+06 |
| Baseline | 1e-09 | 1e+06 | -1e+12 |
Browser API · Portable schema
Browser API
Graflume.parallel()
const data = [
{
"cost": 0,
"name": "Balanced",
"quality": -1e-9,
"speed": -1000000000000
},
{
"cost": 1000000000000,
"name": "Fast",
"quality": 0,
"speed": -1e-9
},
{
"cost": 1e-9,
"name": "Precise",
"quality": 1000000000000,
"speed": 0
},
{
"cost": 1000000,
"name": "Efficient",
"quality": 1e-9,
"speed": 1000000000000
},
{
"cost": -1000000000000,
"name": "Baseline",
"quality": 1000000,
"speed": 1e-9
}
];
const options = {
"accessibility": {
"description": "Release candidates balance speed, quality, and operating cost. The example uses curated, deterministic data and exposes its exact values in a semantic table.",
"label": "Parallel coordinates"
},
"axes": {
"x": false,
"y": false
},
"height": 620,
"locale": "en",
"mark": {
"options": {
"dimensions": [
"speed",
"quality",
"cost"
],
"mode": "coordinates"
}
},
"title": {
"subtitle": "edge case · range",
"text": "Parallel coordinates"
},
"width": "container",
"x": {
"field": "name",
"title": "Candidate",
"type": "ordinal"
},
"y": {
"field": "speed",
"scale": {
"constant": 1,
"type": "symlog"
},
"title": "Score",
"type": "quantitative"
}
};
Graflume.parallel('#chart', data, options);Portable schema
ChartSpec 0.1 · options
{
"accessibility": {
"description": "Release candidates balance speed, quality, and operating cost. The example uses curated, deterministic data and exposes its exact values in a semantic table.",
"label": "Parallel coordinates"
},
"axes": {
"x": false,
"y": false
},
"height": 620,
"locale": "en",
"mark": {
"options": {
"dimensions": [
"speed",
"quality",
"cost"
],
"mode": "coordinates"
}
},
"title": {
"subtitle": "edge case · range",
"text": "Parallel coordinates"
},
"width": "container",
"x": {
"field": "name",
"title": "Candidate",
"type": "ordinal"
},
"y": {
"field": "speed",
"scale": {
"constant": 1,
"type": "symlog"
},
"title": "Score",
"type": "quantitative"
}
}Sparse and irregular structure
Exercise only duplicate, missing, sparse, or out-of-order structures whose meaning is defined for this family. Broken references and malformed tuples are never disguised as successful examples. It applies 3 structural rules that preserve the meaning of missing, duplicate, and ordered values.
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irregular-structureduplicate-pathnullconstant-dimensionbudget:marks<=6
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Sparse and irregular structure · Row data
Row data and zero-copy TypedArray columns share one data contract.
nameordinal | speedquantitative | qualityquantitative | costquantitative |
|---|---|---|---|
| Balanced | 82 | 84 | 63 |
| Fast | 94 | — | 76 |
| Balanced | 82 | 84 | 63 |
| Precise | 69 | 95 | 71 |
| Efficient | 78 | 86 | 49 |
| Baseline | 62 | 68 | 58 |
Browser API · Portable schema
Browser API
Graflume.parallel()
const data = [
{
"cost": 63,
"name": "Balanced",
"quality": 84,
"speed": 82
},
{
"cost": 76,
"name": "Fast",
"quality": null,
"speed": 94
},
{
"cost": 63,
"name": "Balanced",
"quality": 84,
"speed": 82
},
{
"cost": 71,
"name": "Precise",
"quality": 95,
"speed": 69
},
{
"cost": 49,
"name": "Efficient",
"quality": 86,
"speed": 78
},
{
"cost": 58,
"name": "Baseline",
"quality": 68,
"speed": 62
}
];
const options = {
"accessibility": {
"description": "Release candidates balance speed, quality, and operating cost. The example uses curated, deterministic data and exposes its exact values in a semantic table.",
"label": "Parallel coordinates · Sparse and irregular structure"
},
"axes": {
"x": false,
"y": false
},
"height": 620,
"locale": "en",
"mark": {
"options": {
"dimensions": [
"speed",
"quality",
"cost"
],
"mode": "coordinates"
}
},
"title": {
"subtitle": "edge case · structure",
"text": "Parallel coordinates · Sparse and irregular structure"
},
"width": "container",
"x": {
"field": "name",
"title": "Candidate",
"type": "ordinal"
},
"y": {
"field": "speed",
"title": "Score",
"type": "quantitative"
}
};
Graflume.parallel('#chart', data, options);Portable schema
ChartSpec 0.1 · options
{
"accessibility": {
"description": "Release candidates balance speed, quality, and operating cost. The example uses curated, deterministic data and exposes its exact values in a semantic table.",
"label": "Parallel coordinates · Sparse and irregular structure"
},
"axes": {
"x": false,
"y": false
},
"height": 620,
"locale": "en",
"mark": {
"options": {
"dimensions": [
"speed",
"quality",
"cost"
],
"mode": "coordinates"
}
},
"title": {
"subtitle": "edge case · structure",
"text": "Parallel coordinates · Sparse and irregular structure"
},
"width": "container",
"x": {
"field": "name",
"title": "Candidate",
"type": "ordinal"
},
"y": {
"field": "speed",
"title": "Score",
"type": "quantitative"
}
}High data volume
Materialize a deterministic compact recipe only when this tab opens. Graflume's performance profile bounds mark count, hit testing, and animation work for the input size. It applies 6 high-volume rules for deterministic generation and bounded output. This family materializes 60,000 logical rows and bounds rendered parallel paths at 500.
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high-row-cardinalityall-input-rows-generatedall-input-rows-processeddeterministic-generationbounded-renderinginput:60000zoom-pan-resetbudget:parallel-paths<=500
- Legend:
legend · categories · name - Point and range highlights:
highlights[] · datum · name - Custom callouts:
annotations[] · datum · name · callout · placement:auto
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Browser API · Portable schema
Browser API
Graflume.parallel()
const recipe = {
"cardinality": {
"axes": {},
"sourceRows": 60000,
"unit": "rows"
},
"expectedInvariants": [
"finite-json",
"dimension-order-preserved"
],
"id": "multivariate-observations",
"initialView": {
"kind": "domain",
"zoom": 1
},
"outputBudget": {
"maximum": 500,
"resource": "parallel-paths"
},
"parameters": {
"explicitPerformance": true,
"family": "parallel",
"mode": "categories",
"nullableFields": [
"quality"
],
"positiveFields": [],
"scenario": "volume",
"valueFields": [
"speed",
"quality",
"cost"
],
"valuePolicy": "signed"
},
"preview": {
"maximumRows": 12,
"method": "quantiles"
},
"reduction": {
"method": "stratified-observation-sample",
"stage": "sample"
},
"seed": 2010866778,
"shape": "rows",
"version": 2
};
const { data, previewRows, plan } = Graflume.materializeDemoRecipe(recipe);
const options = {
"accessibility": {
"description": "Zoom and pan inspect the rendered surface without changing data axes or values. When playback controls are available, they move through real steps in the order each unique value first appears in the source data.",
"label": "Parallel coordinates · High data volume"
},
"annotations": [
{
"connector": {
"visible": true
},
"detail": "Attach user-authored safe text to a datum, axis range, or normalized plot position.",
"id": "manual-callout",
"placement": "auto",
"style": {
"maxWidth": 220,
"padding": 8
},
"target": {
"field": "name",
"type": "datum",
"value": "Iris governance · Research · Horizon"
},
"text": "Point and range highlights · Iris governance · Research · Horizon"
}
],
"axes": {
"x": false,
"y": false
},
"create": {
"adaptive": {
"environment": {
"rowCount": 60000
},
"largeDataNavigation": true,
"profiles": "auto"
}
},
"height": 620,
"highlights": [
{
"id": "manual-focus",
"padding": 7,
"target": {
"field": "name",
"type": "datum",
"value": "Iris governance · Research · Horizon"
}
}
],
"interaction": {
"controls": {
"annotations": false,
"export": true,
"fullscreen": true,
"labels": {
"controls": "Chart controls",
"enterFullscreen": "Enter fullscreen",
"exitFullscreen": "Exit fullscreen",
"exportPng": "Download PNG",
"hideAnnotations": "Hide callouts",
"loop": "Loop playback",
"nextFrame": "Next frame",
"pause": "Pause",
"play": "Play",
"previousFrame": "Previous frame",
"reset": "Reset view",
"seek": "Playback position",
"showAnnotations": "Show callouts",
"speed": "Playback speed",
"zoomIn": "Zoom in",
"zoomOut": "Zoom out"
},
"playback": false,
"reset": true,
"zoom": true
},
"hover": true,
"navigation": {
"drag": true,
"keyboard": true,
"maxZoom": 6,
"minZoom": 1,
"pinch": true,
"wheel": "modifier"
},
"tooltip": {
"fields": [
{
"field": "name",
"format": "auto",
"label": "Name"
},
{
"field": "speed",
"format": "number",
"label": "Speed"
},
{
"field": "quality",
"format": "number",
"label": "Quality"
},
{
"field": "cost",
"format": "number",
"label": "Cost"
}
],
"title": "Parallel coordinates · High data volume",
"trigger": "mark"
}
},
"legend": {
"field": "name",
"interactive": false,
"labels": {
"hide": "Hide",
"show": "Show"
},
"maxItems": 8,
"mode": "categories",
"orientation": "horizontal",
"position": "bottom",
"title": "Name",
"visible": true
},
"locale": "en",
"mark": {
"options": {
"dimensions": [
"speed",
"quality",
"cost"
],
"mode": "coordinates"
}
},
"padding": {
"top": 52
},
"performance": "ultra",
"theme": "graflume-light",
"title": {
"subtitle": "Release candidates balance speed, quality, and operating cost · 60,000 logical rows, screen-aware detail",
"text": "Parallel coordinates · High data volume"
},
"width": "container",
"x": {
"field": "name",
"title": "Candidate",
"type": "ordinal"
},
"y": {
"field": "speed",
"title": "Score",
"type": "quantitative"
}
};
Graflume.parallel('#chart', data, options);Portable schema
ChartSpec 0.1 · options
{
"accessibility": {
"description": "Zoom and pan inspect the rendered surface without changing data axes or values. When playback controls are available, they move through real steps in the order each unique value first appears in the source data.",
"label": "Parallel coordinates · High data volume"
},
"annotations": [
{
"connector": {
"visible": true
},
"detail": "Attach user-authored safe text to a datum, axis range, or normalized plot position.",
"id": "manual-callout",
"placement": "auto",
"style": {
"maxWidth": 220,
"padding": 8
},
"target": {
"field": "name",
"type": "datum",
"value": "Iris governance · Research · Horizon"
},
"text": "Point and range highlights · Iris governance · Research · Horizon"
}
],
"axes": {
"x": false,
"y": false
},
"create": {
"adaptive": {
"environment": {
"rowCount": 60000
},
"largeDataNavigation": true,
"profiles": "auto"
}
},
"height": 620,
"highlights": [
{
"id": "manual-focus",
"padding": 7,
"target": {
"field": "name",
"type": "datum",
"value": "Iris governance · Research · Horizon"
}
}
],
"interaction": {
"controls": {
"annotations": false,
"export": true,
"fullscreen": true,
"labels": {
"controls": "Chart controls",
"enterFullscreen": "Enter fullscreen",
"exitFullscreen": "Exit fullscreen",
"exportPng": "Download PNG",
"hideAnnotations": "Hide callouts",
"loop": "Loop playback",
"nextFrame": "Next frame",
"pause": "Pause",
"play": "Play",
"previousFrame": "Previous frame",
"reset": "Reset view",
"seek": "Playback position",
"showAnnotations": "Show callouts",
"speed": "Playback speed",
"zoomIn": "Zoom in",
"zoomOut": "Zoom out"
},
"playback": false,
"reset": true,
"zoom": true
},
"hover": true,
"navigation": {
"drag": true,
"keyboard": true,
"maxZoom": 6,
"minZoom": 1,
"pinch": true,
"wheel": "modifier"
},
"tooltip": {
"fields": [
{
"field": "name",
"format": "auto",
"label": "Name"
},
{
"field": "speed",
"format": "number",
"label": "Speed"
},
{
"field": "quality",
"format": "number",
"label": "Quality"
},
{
"field": "cost",
"format": "number",
"label": "Cost"
}
],
"title": "Parallel coordinates · High data volume",
"trigger": "mark"
}
},
"legend": {
"field": "name",
"interactive": false,
"labels": {
"hide": "Hide",
"show": "Show"
},
"maxItems": 8,
"mode": "categories",
"orientation": "horizontal",
"position": "bottom",
"title": "Name",
"visible": true
},
"locale": "en",
"mark": {
"options": {
"dimensions": [
"speed",
"quality",
"cost"
],
"mode": "coordinates"
}
},
"padding": {
"top": 52
},
"performance": "ultra",
"theme": "graflume-light",
"title": {
"subtitle": "Release candidates balance speed, quality, and operating cost · 60,000 logical rows, screen-aware detail",
"text": "Parallel coordinates · High data volume"
},
"width": "container",
"x": {
"field": "name",
"title": "Candidate",
"type": "ordinal"
},
"y": {
"field": "speed",
"title": "Score",
"type": "quantitative"
}
}