vega-lite
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Vega-Lite is a concise high-level language for interactive visualization.
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import type {Align, Color, Gradient, Orientation, SignalRef, TextBaseline, MarkConfig as VgMarkConfig} from 'vega';
import {hasOwnProperty} from 'vega-util';
import {CompositeMark, CompositeMarkDef} from './compositemark/index.js';
import {ExprRef} from './expr.js';
import {MarkInvalidMixins} from './invalid.js';
import {Flag, hasProperty, keys} from './util.js';
import {MapExcludeValueRefAndReplaceSignalWith} from './vega.schema.js';
/**
* All types of primitive marks.
*/
export const Mark = {
arc: 'arc',
area: 'area',
bar: 'bar',
image: 'image',
line: 'line',
point: 'point',
rect: 'rect',
rule: 'rule',
text: 'text',
tick: 'tick',
trail: 'trail',
circle: 'circle',
square: 'square',
geoshape: 'geoshape',
} as const;
export const ARC = Mark.arc;
export const AREA = Mark.area;
export const BAR = Mark.bar;
export const IMAGE = Mark.image;
export const LINE = Mark.line;
export const POINT = Mark.point;
export const RECT = Mark.rect;
export const RULE = Mark.rule;
export const TEXT = Mark.text;
export const TICK = Mark.tick;
export const TRAIL = Mark.trail;
export const CIRCLE = Mark.circle;
export const SQUARE = Mark.square;
export const GEOSHAPE = Mark.geoshape;
export type Mark = keyof typeof Mark;
export function isMark(m: string): m is Mark {
return hasOwnProperty(Mark, m);
}
export const PATH_MARKS = ['line', 'area', 'trail'] as const;
export type PathMark = (typeof PATH_MARKS)[number];
export function isPathMark(m: Mark | CompositeMark): m is PathMark {
return ['line', 'area', 'trail'].includes(m);
}
export function isRectBasedMark(m: Mark | CompositeMark): m is 'rect' | 'bar' | 'image' | 'arc' | 'tick' {
return ['rect', 'bar', 'image', 'arc', 'tick' /* arc is rect/interval in polar coordinate */].includes(m);
}
export const PRIMITIVE_MARKS = new Set(keys(Mark));
export interface ColorMixins<ES extends ExprRef | SignalRef> {
/**
* Default color.
*
* __Default value:__ <span style="color: #4682b4;">■</span> `"#4682b4"`
*
* __Note:__
* - This property cannot be used in a [style config](https://vega.github.io/vega-lite/docs/mark.html#style-config).
* - The `fill` and `stroke` properties have higher precedence than `color` and will override `color`.
*/
color?: Color | Gradient | ES;
}
export interface TooltipContent {
content: 'encoding' | 'data';
}
export interface VLOnlyMarkConfig<ES extends ExprRef | SignalRef> extends ColorMixins<ES>, MarkInvalidMixins {
/**
* Whether the mark's color should be used as fill color instead of stroke color.
*
* __Default value:__ `false` for all `point`, `line`, and `rule` marks as well as `geoshape` marks for [`graticule`](https://vega.github.io/vega-lite/docs/data.html#graticule) data sources; otherwise, `true`.
*
* __Note:__ This property cannot be used in a [style config](https://vega.github.io/vega-lite/docs/mark.html#style-config).
*
*/
filled?: boolean;
/**
* For line and trail marks, this `order` property can be set to `null` or `false` to make the lines use the original order in the data sources.
*/
order?: null | boolean;
/**
* Default relative band position for a time unit. If set to `0`, the marks will be positioned at the beginning of the time unit band step.
* If set to `0.5`, the marks will be positioned in the middle of the time unit band step.
*/
timeUnitBandPosition?: number;
/**
* Default relative band size for a time unit. If set to `1`, the bandwidth of the marks will be equal to the time unit band step.
* If set to `0.5`, bandwidth of the marks will be half of the time unit band step.
*/
timeUnitBandSize?: number;
/**
* The end angle of arc marks in radians. A value of 0 indicates up or “north”, increasing values proceed clockwise.
*/
theta2?: number | ES; // In Vega, this is called endAngle
/**
* The secondary (inner) radius in pixels of arc marks.
*
* __Default value:__ `0`
* @minimum 0
*/
radius2?: number | ES; // In Vega, this is called innerRadius
}
export interface MarkConfig<ES extends ExprRef | SignalRef>
extends VLOnlyMarkConfig<ES>,
MapExcludeValueRefAndReplaceSignalWith<Omit<VgMarkConfig, 'tooltip' | 'fill' | 'stroke'>, ES> {
// ========== Overriding Vega ==========
/**
* The tooltip text string to show upon mouse hover or an object defining which fields should the tooltip be derived from.
*
* - If `tooltip` is `true` or `{"content": "encoding"}`, then all fields from `encoding` will be used.
* - If `tooltip` is `{"content": "data"}`, then all fields that appear in the highlighted data point will be used.
* - If set to `null` or `false`, then no tooltip will be used.
*
* See the [`tooltip`](https://vega.github.io/vega-lite/docs/tooltip.html) documentation for a detailed discussion about tooltip in Vega-Lite.
*
* __Default value:__ `null`
*/
tooltip?: number | string | boolean | TooltipContent | ES | null; // VL has a special object form for tooltip content
/**
* Default size for marks.
* - For `point`/`circle`/`square`, this represents the pixel area of the marks. Note that this value sets the area of the symbol; the side lengths will increase with the square root of this value.
* - For `bar`, this represents the band size of the bar, in pixels.
* - For `text`, this represents the font size, in pixels.
*
* __Default value:__
* - `30` for point, circle, square marks; width/height's `step`
* - `2` for bar marks with discrete dimensions;
* - `5` for bar marks with continuous dimensions;
* - `11` for text marks.
*
* @minimum 0
*/
size?: number | ES; // size works beyond symbol marks in VL
/**
* X coordinates of the marks, or width of horizontal `"bar"` and `"area"` without specified `x2` or `width`.
*
* The `value` of this channel can be a number or a string `"width"` for the width of the plot.
*/
x?: number | 'width' | ES; // Vega doesn't have 'width'
/**
* Y coordinates of the marks, or height of vertical `"bar"` and `"area"` without specified `y2` or `height`.
*
* The `value` of this channel can be a number or a string `"height"` for the height of the plot.
*/
y?: number | 'height' | ES; // Vega doesn't have 'height'
/**
* X2 coordinates for ranged `"area"`, `"bar"`, `"rect"`, and `"rule"`.
*
* The `value` of this channel can be a number or a string `"width"` for the width of the plot.
*/
x2?: number | 'width' | ES; // Vega doesn't have 'width'
/**
* Y2 coordinates for ranged `"area"`, `"bar"`, `"rect"`, and `"rule"`.
*
* The `value` of this channel can be a number or a string `"height"` for the height of the plot.
*/
y2?: number | 'height' | ES; // Vega doesn't have 'height'
time?: number | ES;
/**
* Default fill color. This property has higher precedence than `config.color`. Set to `null` to remove fill.
*
* __Default value:__ (None)
*
*/
fill?: Color | Gradient | null | ES; // docs: Vega doesn't have config.color
/**
* Default stroke color. This property has higher precedence than `config.color`. Set to `null` to remove stroke.
*
* __Default value:__ (None)
*
*/
stroke?: Color | Gradient | null | ES; // docs: Vega doesn't have config.color
/**
* The overall opacity (value between [0,1]).
*
* __Default value:__ `0.7` for non-aggregate plots with `point`, `tick`, `circle`, or `square` marks or layered `bar` charts and `1` otherwise.
*
* @minimum 0
* @maximum 1
*/
opacity?: number | ES; // docs (different defaults)
/**
* The orientation of a non-stacked bar, tick, area, and line charts.
* The value is either horizontal (default) or vertical.
* - For bar, rule and tick, this determines whether the size of the bar and tick
* should be applied to x or y dimension.
* - For area, this property determines the orient property of the Vega output.
* - For line and trail marks, this property determines the sort order of the points in the line
* if `config.sortLineBy` is not specified.
* For stacked charts, this is always determined by the orientation of the stack;
* therefore explicitly specified value will be ignored.
*/
orient?: Orientation; // Vega orient doesn't apply to bar/tick/line. Since some logic depends on this property, Vega-Lite does NOT allow signal for orient.
/**
* The horizontal alignment of the text or ranged marks (area, bar, image, rect, rule). One of `"left"`, `"right"`, `"center"`.
*
* __Note:__ Expression reference is *not* supported for range marks.
*/
align?: Align | ES;
/**
* For text marks, the vertical text baseline. One of `"alphabetic"` (default), `"top"`, `"middle"`, `"bottom"`, `"line-top"`, `"line-bottom"`, or an expression reference that provides one of the valid values.
* The `"line-top"` and `"line-bottom"` values operate similarly to `"top"` and `"bottom"`,
* but are calculated relative to the `lineHeight` rather than `fontSize` alone.
*
* For range marks, the vertical alignment of the marks. One of `"top"`, `"middle"`, `"bottom"`.
*
* __Note:__ Expression reference is *not* supported for range marks.
*
*/
baseline?: TextBaseline | ES;
/**
* - For arc marks, the arc length in radians if theta2 is not specified, otherwise the start arc angle. (A value of 0 indicates up or “north”, increasing values proceed clockwise.)
*
* - For text marks, polar coordinate angle in radians.
*
* @minimum 0
* @maximum 360
*/
theta?: number | ES; // overriding VG
/**
*
* For arc mark, the primary (outer) radius in pixels.
*
* For text marks, polar coordinate radial offset, in pixels, of the text from the origin determined by the `x` and `y` properties.
*
* __Default value:__ `min(plot_width, plot_height)/2`
* @minimum 0
*/
radius?: number | ES; // overriding VG
/**
* The inner radius in pixels of arc marks. `innerRadius` is an alias for `radius2`.
*
* __Default value:__ `0`
* @minimum 0
*/
innerRadius?: number | ES;
/**
* The outer radius in pixels of arc marks. `outerRadius` is an alias for `radius`.
*
* __Default value:__ `0`
* @minimum 0
*/
outerRadius?: number | ES;
}
export interface RectBinSpacingMixins {
/**
* Offset between bars for binned field. The ideal value for this is either 0 (preferred by statisticians) or 1 (Vega-Lite default, D3 example style).
*
* __Default value:__ `1`
*
* @minimum 0
*/
binSpacing?: number;
}
export type AnyMark = CompositeMark | CompositeMarkDef | Mark | MarkDef;
export function isMarkDef(mark: string | GenericMarkDef<any>): mark is GenericMarkDef<any> {
return hasProperty(mark, 'type');
}
export function isPrimitiveMark(mark: AnyMark): mark is Mark {
const markType = isMarkDef(mark) ? mark.type : mark;
return (PRIMITIVE_MARKS as Set<Mark | CompositeMark>).has(markType);
}
export const STROKE_CONFIG = [
'stroke',
'strokeWidth',
'strokeDash',
'strokeDashOffset',
'strokeOpacity',
'strokeJoin',
'strokeMiterLimit',
] as const;
export const FILL_CONFIG = ['fill', 'fillOpacity'] as const;
export const FILL_STROKE_CONFIG = [...STROKE_CONFIG, ...FILL_CONFIG];
const VL_ONLY_MARK_CONFIG_INDEX: Flag<keyof VLOnlyMarkConfig<any>> = {
color: 1,
filled: 1,
invalid: 1,
order: 1,
radius2: 1,
theta2: 1,
timeUnitBandSize: 1,
timeUnitBandPosition: 1,
};
export const VL_ONLY_MARK_CONFIG_PROPERTIES = keys(VL_ONLY_MARK_CONFIG_INDEX);
const VL_ONLY_RECT_CONFIG: (keyof RectConfig<any>)[] = [
'binSpacing',
'continuousBandSize',
'discreteBandSize',
'minBandSize',
];
export const VL_ONLY_MARK_SPECIFIC_CONFIG_PROPERTY_INDEX: {
[k in Mark]?: (keyof Required<MarkConfigMixins<any>>[k])[];
} = {
area: ['line', 'point'],
bar: VL_ONLY_RECT_CONFIG,
rect: VL_ONLY_RECT_CONFIG,
line: ['point'],
tick: ['bandSize', 'thickness', ...VL_ONLY_RECT_CONFIG],
};
export const defaultMarkConfig: MarkConfig<SignalRef> = {
color: '#4c78a8',
invalid: 'break-paths-show-path-domains',
timeUnitBandSize: 1,
};
// TODO: replace with MarkConfigMixins[Mark] once https://github.com/vega/ts-json-schema-generator/issues/344 is fixed
export type AnyMarkConfig<ES extends ExprRef | SignalRef> =
| MarkConfig<ES>
| AreaConfig<ES>
| BarConfig<ES>
| RectConfig<ES>
| LineConfig<ES>
| TickConfig<ES>;
export interface MarkConfigMixins<ES extends ExprRef | SignalRef> {
/** Mark Config */
mark?: MarkConfig<ES>;
// MARK-SPECIFIC CONFIGS
/** Arc-specific Config */
arc?: RectConfig<ES>;
/** Area-Specific Config */
area?: AreaConfig<ES>;
/** Bar-Specific Config */
bar?: BarConfig<ES>;
/** Circle-Specific Config */
circle?: MarkConfig<ES>;
/** Image-specific Config */
image?: RectConfig<ES>;
/** Line-Specific Config */
line?: LineConfig<ES>;
/** Point-Specific Config */
point?: MarkConfig<ES>;
/** Rect-Specific Config */
rect?: RectConfig<ES>;
/** Rule-Specific Config */
rule?: MarkConfig<ES>;
/** Square-Specific Config */
square?: MarkConfig<ES>;
/** Text-Specific Config */
text?: MarkConfig<ES>;
/** Tick-Specific Config */
tick?: TickConfig<ES>;
/** Trail-Specific Config */
trail?: LineConfig<ES>;
/** Geoshape-Specific Config */
geoshape?: MarkConfig<ES>;
}
const MARK_CONFIG_INDEX: Flag<keyof MarkConfigMixins<any>> = {
mark: 1,
arc: 1,
area: 1,
bar: 1,
circle: 1,
image: 1,
line: 1,
point: 1,
rect: 1,
rule: 1,
square: 1,
text: 1,
tick: 1,
trail: 1,
geoshape: 1,
};
export const MARK_CONFIGS = keys(MARK_CONFIG_INDEX);
export interface RectConfig<ES extends ExprRef | SignalRef> extends RectBinSpacingMixins, MarkConfig<ES> {
/**
* The default size of the bars on continuous scales.
*
* __Default value:__ `5`
*
* @minimum 0
*/
continuousBandSize?: number;
/**
* The default size of the bars with discrete dimensions. If unspecified, the default size is `step-2`, which provides 2 pixel offset between bars.
* @minimum 0
*/
discreteBandSize?: number | RelativeBandSize;
/**
* The minimum band size for bar and rectangle marks.
* __Default value:__ `0.25`
*/
minBandSize?: number | ES;
}
export type BandSize = number | RelativeBandSize | SignalRef;
export interface RelativeBandSize {
/**
* The relative band size. For example `0.5` means half of the band scale's band width.
*/
band: number;
}
export function isRelativeBandSize(o: number | RelativeBandSize | ExprRef | SignalRef): o is RelativeBandSize {
return hasProperty(o, 'band');
}
export const BAR_CORNER_RADIUS_INDEX: Partial<
Record<
Orientation,
('cornerRadiusTopLeft' | 'cornerRadiusTopRight' | 'cornerRadiusBottomLeft' | 'cornerRadiusBottomRight')[]
>
> = {
horizontal: ['cornerRadiusTopRight', 'cornerRadiusBottomRight'],
vertical: ['cornerRadiusTopLeft', 'cornerRadiusTopRight'],
};
export interface BarCornerRadiusMixins<ES extends ExprRef | SignalRef> {
/**
* - For vertical bars, top-left and top-right corner radius.
*
* - For horizontal bars, top-right and bottom-right corner radius.
*/
cornerRadiusEnd?: number | ES;
}
export type BarConfig<ES extends ExprRef | SignalRef> = RectConfig<ES> & BarCornerRadiusMixins<ES>;
export type OverlayMarkDef<ES extends ExprRef | SignalRef> = MarkConfig<ES> & MarkDefMixins<ES>;
export interface PointOverlayMixins<ES extends ExprRef | SignalRef> {
/**
* A flag for overlaying points on top of line or area marks, or an object defining the properties of the overlayed points.
*
* - If this property is `"transparent"`, transparent points will be used (for enhancing tooltips and selections).
*
* - If this property is an empty object (`{}`) or `true`, filled points with default properties will be used.
*
* - If this property is `false`, no points would be automatically added to line or area marks.
*
* __Default value:__ `false`.
*/
point?: boolean | OverlayMarkDef<ES> | 'transparent';
}
export interface LineConfig<ES extends ExprRef | SignalRef> extends MarkConfig<ES>, PointOverlayMixins<ES> {}
export interface LineOverlayMixins<ES extends ExprRef | SignalRef> {
/**
* A flag for overlaying line on top of area marks, or an object defining the properties of the overlayed lines.
*
* - If this value is an empty object (`{}`) or `true`, lines with default properties will be used.
*
* - If this value is `false`, no lines would be automatically added to area marks.
*
* __Default value:__ `false`.
*/
line?: boolean | OverlayMarkDef<ES>;
}
export interface AreaConfig<ES extends ExprRef | SignalRef>
extends MarkConfig<ES>,
PointOverlayMixins<ES>,
LineOverlayMixins<ES> {}
export interface TickThicknessMixins {
/**
* Thickness of the tick mark.
*
* __Default value:__ `1`
*
* @minimum 0
*/
thickness?: number | SignalRef;
}
export interface GenericMarkDef<M> {
/**
* The mark type. This could a primitive mark type
* (one of `"bar"`, `"circle"`, `"square"`, `"tick"`, `"line"`,
* `"area"`, `"point"`, `"geoshape"`, `"rule"`, and `"text"`)
* or a composite mark type (`"boxplot"`, `"errorband"`, `"errorbar"`).
*/
type: M;
}
export interface MarkDefMixins<ES extends ExprRef | SignalRef> {
/**
* A string or array of strings indicating the name of custom styles to apply to the mark. A style is a named collection of mark property defaults defined within the [style configuration](https://vega.github.io/vega-lite/docs/mark.html#style-config). If style is an array, later styles will override earlier styles. Any [mark properties](https://vega.github.io/vega-lite/docs/encoding.html#mark-prop) explicitly defined within the `encoding` will override a style default.
*
* __Default value:__ The mark's name. For example, a bar mark will have style `"bar"` by default.
* __Note:__ Any specified style will augment the default style. For example, a bar mark with `"style": "foo"` will receive from `config.style.bar` and `config.style.foo` (the specified style `"foo"` has higher precedence).
*/
style?: string | string[];
/**
* Whether a mark be clipped to the enclosing group’s width and height.
*/
clip?: boolean | ES;
// Offset properties should not be a part of config
/**
* Offset for x-position.
*/
xOffset?: number | ES;
/**
* Offset for y-position.
*/
yOffset?: number | ES;
/**
* Offset for x2-position.
*/
x2Offset?: number | ES;
/**
* Offset for y2-position.
*/
y2Offset?: number | ES;
/**
* Offset for theta.
*/
thetaOffset?: number | ES;
/**
* Offset for theta2.
*/
theta2Offset?: number | ES;
/**
* Offset for radius.
*/
radiusOffset?: number | ES;
/**
* Offset for radius2.
*/
radius2Offset?: number | ES;
}
export interface RelativeBandSize {
/**
* The relative band size. For example `0.5` means half of the band scale's band width.
*/
band: number;
}
// Point/Line OverlayMixins are only for area, line, and trail but we don't want to declare multiple types of MarkDef
export interface MarkDef<M extends string | Mark = Mark, ES extends ExprRef | SignalRef = ExprRef | SignalRef>
extends GenericMarkDef<M>,
Omit<
MarkConfig<ES> &
AreaConfig<ES> &
BarConfig<ES> & // always extends RectConfig
LineConfig<ES> &
TickConfig<ES>,
'startAngle' | 'endAngle' | 'width' | 'height'
>,
MarkDefMixins<ES> {
// Omit startAngle/endAngle since we use theta/theta2 from Vega-Lite schema to avoid confusion
// We still support start/endAngle only in config, just in case people use Vega config with Vega-Lite.
/**
* @hidden
*/
startAngle?: number | ES;
/**
* @hidden
*/
endAngle?: number | ES;
// Replace width / height to include relative band size
/**
* Width of the marks. One of:
*
* - A number representing a fixed pixel width.
*
* - A relative band size definition. For example, `{band: 0.5}` represents half of the band.
*/
width?: number | ES | RelativeBandSize;
/**
* Height of the marks. One of:
*
* - A number representing a fixed pixel height.
*
* - A relative band size definition. For example, `{band: 0.5}` represents half of the band
*/
height?: number | ES | RelativeBandSize;
}
const DEFAULT_RECT_BAND_SIZE = 5;
export const defaultRectConfig: RectConfig<SignalRef> = {
binSpacing: 0,
continuousBandSize: DEFAULT_RECT_BAND_SIZE,
minBandSize: 0.25,
timeUnitBandPosition: 0.5,
};
export const defaultBarConfig: RectConfig<SignalRef> = {
...defaultRectConfig,
binSpacing: 1,
};
export interface TickConfig<ES extends ExprRef | SignalRef>
extends MarkConfig<ES>,
TickThicknessMixins,
RectConfig<ES> {
/**
* The width of the ticks.
*
* __Default value:__ 3/4 of step (width step for horizontal ticks and height step for vertical ticks).
* @minimum 0
*/
bandSize?: number;
}
export const defaultTickConfig: TickConfig<SignalRef> = {
...defaultRectConfig,
thickness: 1,
};
export function getMarkType(m: string | GenericMarkDef<any>) {
return isMarkDef(m) ? m.type : m;
}