Documentation
¶
Overview ¶
Package spec writes a chart down as JSON and reads it back.
The document is Vega-Lite-shaped: `data.values`, `mark`, `encoding.x.field`, `scale.type`, `facet` and `resolve` mean what they mean in Vega-Lite, and a person who knows that vocabulary can read a refract spec without a manual. It is not a Vega-Lite subset, and it does not claim to be one — refract has marks Vega-Lite has no name for and Vega-Lite has transforms refract does not run. See docs/adr/0014-json-spec.md for what that choice buys and costs.
What is guaranteed is the round trip through refract:
s, err := spec.Of(chart) // chart -> document c, err := s.Chart() // document -> chart
draws the same marks in the same places. The one thing that cannot survive is a Go function: a custom tick formatter or a custom colour ramp has no JSON, and a scale carrying one says so through scale.Desc.Formatted.
Shape ¶
{
"$schema": "https://github.com/timzifer/refract/spec/v0.5",
"width": 800, "height": 500,
"title": "Signal",
"data": {"values": [{"t": 0, "y": 1}], "format": {"parse": {"t": "number", "y": "number"}}},
"encoding": {
"x": {"type": "quantitative", "scale": {"type": "linear", "nice": true}},
"y": {"type": "quantitative", "scale": {"type": "linear", "nice": true}}
},
"layer": [{"mark": {"type": "line"}, "encoding": {"x": {"field": "t"}, "y": {"field": "y"}}}]
}
The top-level `encoding` carries the plot's scales and axis titles, which is where a layered Vega-Lite spec puts the encodings its layers share. Each layer's own `encoding` carries the columns it reads. Data is hoisted to the top level when every layer draws from the same source and written per layer when they do not.
Index ¶
Constants ¶
const ( ParseNumber = "number" ParseDate = "date" ParseString = "string" )
The column types Format.Parse uses.
const ( Independent = "independent" )
The scale resolutions.
const Schema = "https://github.com/timzifer/refract/spec/v0.5"
Schema is the value written to `$schema`. It names the dialect and the version of it; nothing fetches it, and a Vega-Lite consumer that checks the field will refuse the document, which is the honest outcome.
Variables ¶
This section is empty.
Functions ¶
This section is empty.
Types ¶
type Channel ¶
type Channel struct {
Field string `json:"field,omitempty"`
Type string `json:"type,omitempty"`
// Datum is the literal value an annotation is placed at: a number, or a
// timestamp string on a temporal axis. Vega-Lite's `datum` is the same
// shape and there for the same reason.
Datum any `json:"datum,omitempty"`
Title string `json:"title,omitempty"`
Scale *Scale `json:"scale,omitempty"`
}
Channel is one encoding: a column, or a literal value, and the scale behind it.
type Chart ¶
type Chart struct {
Width, Height int
DPR float64
Theme theme.Theme
Title string
XTitle string
YTitle string
X, Y scale.Scale
Layers []geom.Geom
Facet *facet.Spec
// Legend forces the legend on or off. Nil leaves the default, which shows
// one as soon as a plot has more than one layer.
Legend *bool
}
Chart is the part of a plot that survives being written down: everything Of reads and everything Spec.Chart returns.
It exists so that this package does not import the root one — a spec is built out of the model packages, and the root package assembles a Plot from what comes back.
type Config ¶
type Config struct {
// Theme names a theme registered with [theme.Register].
Theme string `json:"theme,omitempty"`
// Legend forces the legend on or off.
Legend *bool `json:"legend,omitempty"`
// DevicePixelRatio is the backend's pixel ratio.
DevicePixelRatio float64 `json:"devicePixelRatio,omitempty"`
}
Config carries the choices that are refract's rather than the chart's.
type Data ¶
type Data struct {
Values []map[string]any `json:"values"`
Format *Format `json:"format,omitempty"`
}
Data is a table written inline.
Values is one object per row; a missing or null field is a NaN, which is the same thing the missing-data policy already handles. Format.Parse gives every column's type, so a table reads back as the columns it was — Vega-Lite has the same field for the same reason.
type Encoding ¶
type Encoding struct {
X *Channel `json:"x,omitempty"`
Y *Channel `json:"y,omitempty"`
X2 *Channel `json:"x2,omitempty"`
Y2 *Channel `json:"y2,omitempty"`
Color *Channel `json:"color,omitempty"`
}
Encoding maps channels onto columns, values and scales.
type Facet ¶
type Facet struct {
Field string `json:"field,omitempty"`
Type string `json:"type,omitempty"`
Row *FacetField `json:"row,omitempty"`
Column *FacetField `json:"column,omitempty"`
}
Facet describes small multiples: a field to wrap on, or a row and a column field to cross.
type FacetField ¶
type FacetField struct {
Field string `json:"field,omitempty"`
Type string `json:"type,omitempty"`
}
FacetField is one axis of a facet grid.
type Format ¶
type Format struct {
// Parse maps a column name to "number", "date" or "string".
Parse map[string]string `json:"parse,omitempty"`
}
Format carries the column types.
type Layer ¶
type Layer struct {
// Name is the layer's legend label, when it was given one.
Name string `json:"name,omitempty"`
Mark Mark `json:"mark"`
Data *Data `json:"data,omitempty"`
Encoding *Encoding `json:"encoding,omitempty"`
}
Layer is one set of marks.
type Mark ¶
type Mark struct {
Type string `json:"type"`
Color string `json:"color,omitempty"`
Fill string `json:"fill,omitempty"`
Opacity *float64 `json:"opacity,omitempty"`
Size float32 `json:"size,omitempty"`
Shape string `json:"shape,omitempty"`
StrokeWidth float32 `json:"strokeWidth,omitempty"`
StrokeDash []float32 `json:"strokeDash,omitempty"`
Interpolate string `json:"interpolate,omitempty"`
Tension float64 `json:"tension,omitempty"`
Orient string `json:"orient,omitempty"`
Extent float64 `json:"extent,omitempty"`
Outliers *bool `json:"outliers,omitempty"`
Text string `json:"text,omitempty"`
Align string `json:"align,omitempty"`
Baseline string `json:"baseline,omitempty"`
FontSize float64 `json:"fontSize,omitempty"`
Angle float64 `json:"angle,omitempty"`
// Origin is the value bars and areas grow from — Vega-Lite reaches the
// same place through a scale's `zero`, which is a different thing.
Origin float64 `json:"origin,omitempty"`
// BarWidth is the fraction of the slot a bar fills.
BarWidth *float64 `json:"barWidth,omitempty"`
// Missing is the NaN policy: "gap", "interpolate" or "error".
Missing string `json:"missing,omitempty"`
// Decimate is the reduction: "auto", "none", "lttb", "minmax" or
// "density".
Decimate string `json:"decimate,omitempty"`
// Budget caps how many marks survive a reduction.
Budget int `json:"budget,omitempty"`
// DensityCells is the cell size of a density raster, in device units.
DensityCells float64 `json:"densityCells,omitempty"`
// Extend reports whether an annotation widens the axis to include itself.
Extend *bool `json:"extend,omitempty"`
}
Mark is what a layer draws, and how.
Type and the properties above the line are Vega-Lite's, spelled as Vega-Lite spells them. The properties below it are refract's own: they name behaviour Vega-Lite has no equivalent for, so borrowing a Vega-Lite name for them would be the misleading option.
type Resolve ¶
type Resolve struct {
Scale *ResolveScale `json:"scale,omitempty"`
}
Resolve says whether panels share their scales. It carries Vega-Lite's "independent" and "shared".
type ResolveScale ¶
ResolveScale is the per-axis resolution.
type Scale ¶
type Scale struct {
Type string `json:"type,omitempty"`
Domain []any `json:"domain,omitempty"`
Nice bool `json:"nice,omitempty"`
Zero bool `json:"zero,omitempty"`
Base float64 `json:"base,omitempty"`
// Constant is Vega-Lite's name for a symlog's linear threshold.
Constant float64 `json:"constant,omitempty"`
Padding *float64 `json:"padding,omitempty"`
Scheme string `json:"scheme,omitempty"`
Range []string `json:"range,omitempty"`
Reverse bool `json:"reverse,omitempty"`
// MinorTicks, Center, Undefined and TimeZone are refract's.
MinorTicks *bool `json:"minorTicks,omitempty"`
Center *float64 `json:"center,omitempty"`
Undefined string `json:"undefined,omitempty"`
TimeZone string `json:"timeZone,omitempty"`
}
Scale is a positional or colour scale.
type Spec ¶
type Spec struct {
Schema string `json:"$schema,omitempty"`
Width int `json:"width,omitempty"`
Height int `json:"height,omitempty"`
Title string `json:"title,omitempty"`
Data *Data `json:"data,omitempty"`
Encoding *Encoding `json:"encoding,omitempty"`
Layer []Layer `json:"layer,omitempty"`
Facet *Facet `json:"facet,omitempty"`
Columns int `json:"columns,omitempty"`
Resolve *Resolve `json:"resolve,omitempty"`
Config *Config `json:"config,omitempty"`
}
Spec is a chart as a JSON document.
func Of ¶
Of writes a chart down.
It fails rather than guesses. A layer or a scale that cannot describe itself — a third-party one that implements geom.Describer or scale.Describer nowhere — is an error, because a spec missing a layer is a spec that draws a different chart, and finding that out at read time is worse than finding it out here.
func (Spec) Chart ¶
Chart reads a spec back.
`$schema` is not checked. It records the dialect a document was written in and is worth having in the file, but refusing to read a chart because of a version string would make the field a trap rather than a label; a document this package cannot understand fails on the part it cannot understand, naming it.
Source Files