From c64809786f72be2481dc45cdb8e0c39e3c6ef7d3 Mon Sep 17 00:00:00 2001 From: Mike Bostock Date: Wed, 11 Jan 2023 08:53:42 -0800 Subject: [PATCH] raster mark (#1196) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit * image data mark * PreTtiER * handle invalid data; stride, offset * handle flipped images * archive test failure artifacts * skip image data tests, for now * PreTtiER * only ignore generated images in CI * only ignore large generated images * fillOpacity * tweak * fix formula * PreTtiER * volcano * more idiomatic heatmap * fill as f(x, y) * pixel midpoints * PreTtiER * not pixelated, again * PreTtiER * raster * pixelRatio * fix aria-label; comments * Goldstein–Price * tentative documentation for Plot.raster * fix partial coverage of sample fill * raster fillOpacity * require x1, y1, x2, y2 * validate width, height * fix for sparse samples * better error on missing scales * document * floor rounded (or floored?) * exploration for a "nearest" raster interpolate method * barycentric interpolation see https://observablehq.com/@visionscarto/igrf-90 * raster tuple shorthand * barycentric interpolate and extrapolate * only maybeTuple if isTuples * allow marks to apply scales selectively (like we do with projections) * interpolate on values * 3 interpolation methods for the nearest neighbor: voronoi renderCell, quadree.find, delaunay.find. This is completely gratuitous since they all run in less than 1ms… It's even hard to know which one is the fastest, because if I loop on 100s of them the browser starts to thrash (allocating so much memory for images it immediately discards, I guess…) * barycentric walmart * fold mark.project into mark.scale * fix barycentric extrapolation * materialize fewer arrays * use channel names * don’t pass {r, g, b, a} * don’t overload x & y channels * fix inverted x or y; simplify example * simpler * fix grid orientation * only stroke if opaque * optional x1, y1, x2, y2 * shorten * fix order * const * rasterize * The performance measurements I had done were just rubbish (I forgot to await on the promises!). Measuring the three methods on the ca55 dataset I see this order: voronoi cellRender (180ms), delaunay find (220ms), quadtree (500ms). * rasterize * tolerance for points that are on a triangle's edge * use a symbol for values that need extrapolation, simplify and fix a few issues, use a mixing function for categorical interpolation * rasterize with walk on spheres * document rasterize * pixelSize * default to full frame * remove ignored options * reformat options * fix the ca55 tests (the coordinates represent a planar projection) * caveat about webkit/safari * remove console.log * more built-in rasterizers * fix walk-on-spheres implementation; remove blur * port fixes to wos * adaptive extrapolation * fillOpacity fixes * renames walk-on-spheres to random-walk; documents the rasterize option rationale for the renaming: "random-walk" is more commonly known, and expresses well enough what's happening. Walk on spheres converges much faster than a basic random walk would, and makes it feasible, but it is a question of implementation. * a constant fillOpacity informs the opacity property on the g element, not the opacity of each pixel * fix bug with projection clip in indirectStyles * performance optimizations for randow-walk: 1. use rasterizeNull to boot; if we have more samples (and a costlier delaunay), at least we have less pixels to impute. 2. cache more aggressively the result of delaunay.find: at the beginning of each line, for each pixel, and for each step of the walk On actual tests it can be up to 2x faster. * sample pixel centroids * fix handling of undefined values * use transform for equirectangular coordinates * don’t delete * stroke if constant fillOpacity * fix test snapshots * fix typo in test name * note potential bias caused by stroke * rename tests * don’t bootstrap random-walk with none * terminate walk when minimum distance is reached * comment re. opacity * comment re. none order bias * contour mark * dense grid contours * consolidate code * more code consolidation * cleaner * cleaner deferred channels * interpolate, not rasterize * blur * cleaner * use typed array when possible * optimize barycentric interpolation * nicer contours for ca55 with barycentric+blur 3; support raster blur Contour blurring is unchanged, and blurs the abstract data (with a linear interpolation). Raster blurring is made with d3.blurImage. Two consequences: * we can now blur “categorical” colors, if we want to smooth out the image and give it a polished look in the higher variance regions. (This works very well when we have two colors, but with more categories there is a risk of hiding the components of a color, making the image more difficult to understand. Anyway, it’s available as an option to play with.) * for quantitative data, and with a color scale with continuous scheme and linear transform, this is very close to linear interpolation; but if the underlying data is better rendered with a log color scale, the color interpolation takes this into account (which IMO is better). * ignore negative blur * cleaner tests * for contours, filter points with missing X and Y before calling the interpolate function, and ignore x and y filters on geometries * fix barycentric interpolate for filtered points note: the penguins dataset is full of surprises since some points are occluded by others of a different species… * contour shorthands * fix contour filtering * filter value, too * materialize x and y when needed * default to nearest * comment * remove obsolete opacity trick * better contour thresholds; fix test * nullish instead of undefined * renderBounds * fix circular import * a hand-written Peters projection seemed more fun than the sqrt scale; tests the same thing * update raster documentation with interpolate; document contour * document Plot.identity * peters axes * symmetric Peters * style tweak * NaN instead of null * avoid error when empty quantile domain * faceted sampler raster * fix test snapshot * faceted contour; fix dense faceted raster … and fix default contour thresholds * expose spatial interpolators * pass x, y, step * error when data undefined, but not null * d3 7.8.1 Co-authored-by: Philippe Rivière --- .github/workflows/node.js.yml | 6 + README.md | 129 + src/index.js | 5 +- src/marks/contour.js | 199 + src/marks/raster.js | 429 ++ src/options.js | 29 +- src/plot.js | 82 +- src/projection.js | 10 +- src/scales/ordinal.js | 3 +- src/scales/quantitative.js | 15 +- src/transforms/bin.js | 6 +- src/transforms/interval.js | 22 +- test/data/README.md | 8 + test/data/ca55-south.csv | 4435 +++++++++++++++++ test/data/vapor.json | 1 + test/data/volcano.json | 1 + test/data/water-vapor.csv | 180 + test/output/contourCa55.svg | 28 + test/output/contourVapor.svg | 48 + test/output/functionContour.svg | 81 + test/output/functionContourFaceted.svg | 160 + test/output/heatmap.svg | 69 + test/output/heatmapArray.svg | 69 + test/output/heatmapConstantOpacity.svg | 19 + test/output/heatmapFaceted.svg | 124 + test/output/heatmapFillOpacity.svg | 19 + test/output/heatmapLog.svg | 84 + test/output/heatmapOpacity.svg | 19 + test/output/heatmapPartial.svg | 22 + test/output/rasterCa55Barycentric.svg | 19 + test/output/rasterCa55Nearest.svg | 19 + test/output/rasterCa55None.svg | 19 + test/output/rasterCa55RandomWalk.svg | 19 + test/output/rasterPenguinsBarycentric.svg | 424 ++ test/output/rasterPenguinsBlur.svg | 424 ++ test/output/rasterPenguinsRandomWalk.svg | 424 ++ test/output/rasterVapor.svg | 71 + test/output/rasterVaporEqualEarth.svg | 25 + .../rasterVaporEqualEarthBarycentric.svg | 25 + test/output/rasterVaporPeters.svg | 71 + test/output/rasterWalmartBarycentric.svg | 25 + .../rasterWalmartBarycentricOpacity.svg | 25 + test/output/rasterWalmartRandomWalk.svg | 25 + test/output/rasterWalmartWalkOpacity.svg | 25 + test/output/volcano.svg | 90 + test/output/volcanoContour.svg | 100 + test/plot.js | 22 +- test/plots/function-contour.js | 44 + test/plots/heatmap.js | 162 + test/plots/index.js | 8 + test/plots/raster-ca55.js | 46 + test/plots/raster-penguins.js | 24 + test/plots/raster-vapor.js | 117 + test/plots/raster-walmart.js | 40 + test/plots/volcano-contour.js | 17 + test/plots/volcano.js | 12 + yarn.lock | 1060 ++-- 57 files changed, 9124 insertions(+), 560 deletions(-) create mode 100644 src/marks/contour.js create mode 100644 src/marks/raster.js create mode 100644 test/data/ca55-south.csv create mode 100644 test/data/vapor.json create mode 100644 test/data/volcano.json create mode 100644 test/data/water-vapor.csv create mode 100644 test/output/contourCa55.svg create mode 100644 test/output/contourVapor.svg create mode 100644 test/output/functionContour.svg create mode 100644 test/output/functionContourFaceted.svg create mode 100644 test/output/heatmap.svg create mode 100644 test/output/heatmapArray.svg create mode 100644 test/output/heatmapConstantOpacity.svg create mode 100644 test/output/heatmapFaceted.svg create mode 100644 test/output/heatmapFillOpacity.svg create mode 100644 test/output/heatmapLog.svg create mode 100644 test/output/heatmapOpacity.svg create mode 100644 test/output/heatmapPartial.svg create mode 100644 test/output/rasterCa55Barycentric.svg create mode 100644 test/output/rasterCa55Nearest.svg create mode 100644 test/output/rasterCa55None.svg create mode 100644 test/output/rasterCa55RandomWalk.svg create mode 100644 test/output/rasterPenguinsBarycentric.svg create mode 100644 test/output/rasterPenguinsBlur.svg create mode 100644 test/output/rasterPenguinsRandomWalk.svg create mode 100644 test/output/rasterVapor.svg create mode 100644 test/output/rasterVaporEqualEarth.svg create mode 100644 test/output/rasterVaporEqualEarthBarycentric.svg create mode 100644 test/output/rasterVaporPeters.svg create mode 100644 test/output/rasterWalmartBarycentric.svg create mode 100644 test/output/rasterWalmartBarycentricOpacity.svg create mode 100644 test/output/rasterWalmartRandomWalk.svg create mode 100644 test/output/rasterWalmartWalkOpacity.svg create mode 100644 test/output/volcano.svg create mode 100644 test/output/volcanoContour.svg create mode 100644 test/plots/function-contour.js create mode 100644 test/plots/heatmap.js create mode 100644 test/plots/raster-ca55.js create mode 100644 test/plots/raster-penguins.js create mode 100644 test/plots/raster-vapor.js create mode 100644 test/plots/raster-walmart.js create mode 100644 test/plots/volcano-contour.js create mode 100644 test/plots/volcano.js diff --git a/.github/workflows/node.js.yml b/.github/workflows/node.js.yml index f91c7ca6e7..3d48381c7e 100644 --- a/.github/workflows/node.js.yml +++ b/.github/workflows/node.js.yml @@ -27,3 +27,9 @@ jobs: echo ::add-matcher::.github/eslint.json yarn run eslint . --format=compact - run: yarn test + - name: Test artifacts + uses: actions/upload-artifact@v3 + if: failure() + with: + name: test-output-changes + path: test/output/*-changed.* diff --git a/README.md b/README.md index 7fae0a34aa..774f5d3dc3 100644 --- a/README.md +++ b/README.md @@ -1112,6 +1112,66 @@ Equivalent to [Plot.cell](#plotcelldata-options), except that if the **y** optio + +### Contour + +[Source](./src/marks/contour.js) · [Examples](https://observablehq.com/@observablehq/plot-contour) · Renders contour polygons from two-dimensional samples. + +#### Plot.contour(*data*, *options*) + + + +Returns a new contour mark with the given *data* and *options*. The *data* represents a discrete set of samples in abstract coordinates, bound to the scales *x* and *y*, and a **value** channel. + +Most of the options are identical to the [raster](#raster) mark’s options, which is used internally to compute a rectangular grid of numeric values. Marching squares are then applied to derive the contour polygons for each threshold value. + +The following options define the value channel and the aesthetics of the contours: +* **value** - the sample’s value (a channel); as a shorthand notation, it can be defined by setting either fill, fillOpacity or stroke +* **fill** - the contour’s fill color; if a channel, bound to the *color* scale +* **fillOpacity** - the contour’s opacity; if a channel, bound to the *opacity* scale +* **stroke** - the contour’s stroke color; if a channel, bound to the *color* scale; defaults to currentColor +* **strokeOpacity** - the (constant or variable) contour’s stroke opacity; if a channel, bound to the *opacity* scale; defaults to 1 +* **strokeWidth** - the (constant or variable) contour’s stroke width; defaults to 1 +* **thresholds** - the thresholds — an array of threshold values; if a *count* is specified instead of an array of thresholds, then the input values’ extent will be uniformly divided into approximately *count* bins. Defaults to [Sturges’s formula](https://github.com/d3/d3-contour/blob/main/README.md#contours_thresholds). +* **x** and **y** - the sample’s coordinates. +* **interpolate** - the interpolate method (see [raster](#raster) for details). +* **blur** - the blur radius, a non-negative number of pixels, that defaults to 0. + +Each sample is projected onto the coordinate system of a rectangle with dimensions that may be specified directly with the following options: + +* **width** - the number of pixels on each horizontal line +* **height** - the number of lines; a positive integer + +Alternatively, the width and height of the raster can be imputed from the starting and ending positions for x and y, and a pixel size: + +* **x1** - the starting horizontal position; bound to the *x* scale +* **x2** - the ending horizontal position; bound to the *x* scale +* **y1** - the starting vertical position; bound to the *y* scale +* **y2** - the ending vertical position; bound to the *y* scale +* **pixelSize** - the density of the raster image; defaults to 1 + +If a width has been specified, x1 defaults to 0 and x2 defaults to width; similarly, if a height has been specified, y1 defaults to 0 and y2 defaults to height. Otherwise, if data has been specified, x1, y1, x2, and y2 respectively default to the frame’s left, top, right, and bottom, coordinates. Lastly, if no data has been specified, and fill is a function of x and y, you must specify all of x1, x2, y1 and y2 to define the domain (see below). + +The defaults for this mark make it convenient to draw thresholds from a flat array of values representing a rectangular matrix: + +```js +Plot.contour(volcano.values, {width: volcano.width, height: volcano.height, fill: volcano.values, thresholds: 5}) +``` + +When *data* is not specified and *value* is a function, a sample is taken for every pixel of the raster, which allows to draw contours from a function and a two-dimensional domain: + +```js +Plot.contour({ + fill: (x, y) => x * y * Math.sin(x) * Math.sin(y), + x1: 0, + x2: 2 * Math.PI, + y1: 0, + y2: 2 * Math.PI +}) +``` + + + ### Delaunay [a Voronoi diagram of penguin culmens, showing the length and depth of several species](https://observablehq.com/@observablehq/plot-delaunay) @@ -1504,6 +1564,63 @@ Returns a new link with the given *data* and *options*. +### Raster + +[Source](./src/marks/raster.js) · [Examples](https://observablehq.com/@observablehq/plot-raster) · Fills a raster image with color samples. + +#### Plot.raster(*data*, *options*) + + + +Returns a new raster mark with the given *data* and *options*. The *data* represents a discrete set of samples in abstract coordinates, bound to the scales *x* and *y*, a **fill** channel bound to the *color* scale, and a **fillOpacity** channel bound to the *opacity* scale. + +Each sample is drawn on a rectangular raster image with dimensions that may be specified directly with the following options: + +* **width** - the number of pixels on each horizontal line +* **height** - the number of lines; a positive integer + +Alternatively, the width and height of the raster can be imputed from the starting and ending positions for x and y, and a pixel size: + +* **x1** - the starting horizontal position; bound to the *x* scale +* **x2** - the ending horizontal position; bound to the *x* scale +* **y1** - the starting vertical position; bound to the *y* scale +* **y2** - the ending vertical position; bound to the *y* scale +* **pixelSize** - the density of the raster image; defaults to 1 + +If a width has been specified, x1 defaults to 0 and x2 defaults to width; similarly, if a height has been specified, y1 defaults to 0 and y2 defaults to height. Otherwise, if data has been specified, x1, y1, x2, and y2 respectively default to the frame’s left, top, right, and bottom, coordinates. Lastly, if no data has been specified, and fill is a function of x and y, you must specify all of x1, x2, y1 and y2 to define the domain (see below). + + +The following options are supported: + +* **fill** - the sample’s color; if a channel, bound to the *color* scale +* **fillOpacity** - the sample’s opacity; if a channel, bound to the *opacity* scale +* **x** and **y** - the sample’s coordinates +* **imageRendering** - the [image-rendering](https://developer.mozilla.org/en-US/docs/Web/SVG/Attribute/image-rendering) attribute of the image; defaults to auto, which blends neighboring samples with bilinear interpolation. A typical setting is pixelated, that asks the browser to render each pixel as a solid rectangle (unfortunately not supported by Webkit). +* **interpolate** - the interpolate method. +* **blur** - the blur radius, a non-negative number of pixels, that defaults to 0. + +The interpolate option supports the following settings: +* none - default if the *x* and *y* options are not null: assigns the value to the pixel under the (floor rounded) coordinates of each sample—if inside the raster +* dense - default otherwise; assumes that the data describes every pixel on the raster of dimensions width × height, starting from the top left, in row-major order +* nearest - evaluates each pixel with the closest sample, resulting in Voronoi cells +* barycentric - does a Delaunay triangulation of the samples, then evaluates each triangle’s interior with a mix of the values of its vertices, weighted by the distance to each of the vertices; points outside the convex hull are extrapolated +* random-walk - evaluates a pixel by simulating a random walk, and picking the value of the first sample reached +* a function that receives a sample index, width and height of the raster, the *x* and *y* positions of the samples (in the coordinate system of the raster), and an array of (unscaled) values, and must return a dense array of width * height values, organized in row-major order. + +The defaults for this mark make it convenient to draw an image from a flat array of values representing a rectangular matrix: + +```js +Plot.raster(volcano.values, {width: volcano.width, height: volcano.height, fill: volcano.values}) +``` + +When *data* is not specified and *fill* or *fillOpacity* is a function, a sample is taken for every pixel of the raster, which allows to fill an image from a function and a two-dimensional domain: + +```js +Plot.raster({x1: -1, x2: 1, y1: -1, y2: 1, fill: (x, y) => Math.atan2(y, x)}) +``` + + + ### Rect [a histogram](https://observablehq.com/@observablehq/plot-rect) @@ -2771,6 +2888,18 @@ Plot.column is typically used by options transforms to define new channels; the +#### Plot.identity + + + +This channel helper returns a source array as-is, avoiding an extra copy when defining a channel as being equal to the data: + +```js +Plot.raster(await readValues(), {width: 300, height: 200, fill: Plot.identity}) +``` + + + ## Initializers Initializers can be used to transform and derive new channels prior to rendering. Unlike transforms which operate in abstract data space, initializers can operate in screen space such as pixel coordinates and colors. For example, initializers can modify a marks’ positions to avoid occlusion. Initializers are invoked *after* the initial scales are constructed and can modify the channels or derive new channels; these in turn may (or may not, as desired) be passed to scales. diff --git a/src/index.js b/src/index.js index 1f25d2b7d9..e45b22c432 100644 --- a/src/index.js +++ b/src/index.js @@ -4,6 +4,7 @@ export {Arrow, arrow} from "./marks/arrow.js"; export {BarX, BarY, barX, barY} from "./marks/bar.js"; export {boxX, boxY} from "./marks/box.js"; export {Cell, cell, cellX, cellY} from "./marks/cell.js"; +export {Contour, contour} from "./marks/contour.js"; export {delaunayLink, delaunayMesh, hull, voronoi, voronoiMesh} from "./marks/delaunay.js"; export {Density, density} from "./marks/density.js"; export {Dot, dot, dotX, dotY, circle, hexagon} from "./marks/dot.js"; @@ -14,13 +15,15 @@ export {Image, image} from "./marks/image.js"; export {Line, line, lineX, lineY} from "./marks/line.js"; export {linearRegressionX, linearRegressionY} from "./marks/linearRegression.js"; export {Link, link} from "./marks/link.js"; +export {Raster, raster} from "./marks/raster.js"; +export {interpolateNone, interpolatorBarycentric, interpolateNearest, interpolatorRandomWalk} from "./marks/raster.js"; export {Rect, rect, rectX, rectY} from "./marks/rect.js"; export {RuleX, RuleY, ruleX, ruleY} from "./marks/rule.js"; export {Text, text, textX, textY} from "./marks/text.js"; export {TickX, TickY, tickX, tickY} from "./marks/tick.js"; export {tree, cluster} from "./marks/tree.js"; export {Vector, vector, vectorX, vectorY, spike} from "./marks/vector.js"; -export {valueof, column} from "./options.js"; +export {valueof, column, identity} from "./options.js"; export {filter, reverse, sort, shuffle, basic as transform, initializer} from "./transforms/basic.js"; export {bin, binX, binY} from "./transforms/bin.js"; export {centroid, geoCentroid} from "./transforms/centroid.js"; diff --git a/src/marks/contour.js b/src/marks/contour.js new file mode 100644 index 0000000000..2feccfe1fe --- /dev/null +++ b/src/marks/contour.js @@ -0,0 +1,199 @@ +import {blur2, contours, geoPath, map, max, min, range, thresholdSturges} from "d3"; +import {Channels} from "../channel.js"; +import {create} from "../context.js"; +import {labelof, identity} from "../options.js"; +import {Position} from "../projection.js"; +import {applyChannelStyles, applyDirectStyles, applyIndirectStyles, applyTransform, styles} from "../style.js"; +import {initializer} from "../transforms/basic.js"; +import {maybeThresholds} from "../transforms/bin.js"; +import {AbstractRaster, maybeTuples, rasterBounds, sampler} from "./raster.js"; + +const defaults = { + ariaLabel: "contour", + fill: "none", + stroke: "currentColor", + strokeMiterlimit: 1, + pixelSize: 2 +}; + +export class Contour extends AbstractRaster { + constructor(data, {value, ...options} = {}) { + const channels = styles({}, options, defaults); + + // If value is not specified explicitly, look for a channel to promote. If + // more than one channel is present, throw an error. (To disambiguate, + // specify the value option explicitly.) + if (value === undefined) { + for (const key in channels) { + if (channels[key].value != null) { + if (value !== undefined) throw new Error("ambiguous contour value"); + value = options[key]; + options[key] = "value"; + } + } + } + + // For any channel specified as the literal (contour threshold) "value" + // (maybe because of the promotion above), propagate the label from the + // original value definition. + if (value != null) { + const v = {transform: (D) => D.map((d) => d.value), label: labelof(value)}; + for (const key in channels) { + if (options[key] === "value") { + options[key] = v; + } + } + } + + // If the data is null, then we’ll construct the raster grid by evaluating a + // function for each point in a dense grid. The value channel is populated + // by the sampler initializer, and hence is not passed to super to avoid + // computing it before there’s data. + if (data == null) { + if (typeof value !== "function") throw new Error("invalid contour value"); + options = sampler("value", {value, ...options}); + value = null; + } + + // Otherwise if data was provided, it represents a discrete set of spatial + // samples (often a grid, but not necessarily). If no interpolation method + // was specified, default to nearest. + else { + let {interpolate} = options; + if (value === undefined) value = identity; + if (interpolate === undefined) options.interpolate = "nearest"; + } + + // Wrap the options in our initializer that computes the contour geometries; + // this runs after any other initializers (and transforms). + super(data, {value: {value, optional: true}}, contourGeometry(options), defaults); + + // With the exception of the x, y, x1, y1, x2, y2, and value channels, this + // mark’s channels are not evaluated on the initial data but rather on the + // contour multipolygons generated in the initializer. + const contourChannels = {geometry: {value: identity}}; + for (const key in this.channels) { + const channel = this.channels[key]; + const {scale} = channel; + if (scale === "x" || scale === "y" || key === "value") continue; + contourChannels[key] = channel; + delete this.channels[key]; + } + this.contourChannels = contourChannels; + } + filter(index, {x, y, value, ...channels}, values) { + // Only filter channels constructed by the contourGeometry initializer; the + // x, y, and value channels must be filtered by the initializer itself. + return super.filter(index, channels, values); + } + render(index, scales, channels, dimensions, context) { + const {geometry: G} = channels; + const path = geoPath(); + return create("svg:g", context) + .call(applyIndirectStyles, this, dimensions, context) + .call(applyTransform, this, scales) + .call((g) => { + g.selectAll() + .data(index) + .enter() + .append("path") + .call(applyDirectStyles, this) + .attr("d", (i) => path(G[i])) + .call(applyChannelStyles, this, channels); + }) + .node(); + } +} + +function contourGeometry({thresholds, interval, ...options}) { + thresholds = maybeThresholds(thresholds, interval, thresholdSturges); + return initializer(options, function (data, facets, channels, scales, dimensions, context) { + const [x1, y1, x2, y2] = rasterBounds(channels, scales, dimensions, context); + const dx = x2 - x1; + const dy = y2 - y1; + const {pixelSize: k, width: w = Math.round(Math.abs(dx) / k), height: h = Math.round(Math.abs(dy) / k)} = this; + const kx = w / dx; + const ky = h / dy; + const V = channels.value.value; + const VV = []; // V per facet + + // Interpolate the raster grid, as needed. + if (this.interpolate) { + const {x: X, y: Y} = Position(channels, scales, context); + // Convert scaled (screen) coordinates to grid (canvas) coordinates. + const IX = map(X, (x) => (x - x1) * kx, Float64Array); + const IY = map(Y, (y) => (y - y1) * ky, Float64Array); + // The contour mark normally skips filtering on x, y, and value, so here + // we’re careful to use different names (0, 1, 2) when filtering. + const ichannels = [channels.x, channels.y, channels.value]; + const ivalues = [IX, IY, V]; + for (const facet of facets) { + const index = this.filter(facet, ichannels, ivalues); + VV.push(this.interpolate(index, w, h, IX, IY, V)); + } + } + + // Otherwise, chop up the existing dense raster grid into facets, if needed. + // V must be a dense grid in projected coordinates; if there are multiple + // facets, then V must be laid out vertically as facet 0, 1, 2… etc. + else if (facets) { + const n = w * h; + const m = facets.length; + for (let i = 0; i < m; ++i) VV.push(V.slice(i * n, i * n + n)); + } else { + VV.push(V); + } + + // Blur the raster grid, if desired. + if (this.blur > 0) for (const V of VV) blur2({data: V, width: w, height: h}, this.blur); + + // Compute the contour thresholds; d3-contour unlike d3-array doesn’t pass + // the min and max automatically, so we do that here to normalize, and also + // so we can share consistent thresholds across facets. When an interval is + // used, note that the lowest threshold should be below (or equal) to the + // lowest value, or else some data will be missing. + const T = + typeof thresholds?.range === "function" + ? thresholds.range(...(([min, max]) => [thresholds.floor(min), max])(finiteExtent(VV))) + : typeof thresholds === "function" + ? thresholds(V, ...finiteExtent(VV)) + : thresholds; + + // Compute the (maybe faceted) contours. + const contour = contours().thresholds(T).size([w, h]); + const contourData = []; + const contourFacets = []; + for (const V of VV) contourFacets.push(range(contourData.length, contourData.push(...contour(V)))); + + // Rescale the contour multipolygon from grid to screen coordinates. + for (const {coordinates} of contourData) { + for (const rings of coordinates) { + for (const ring of rings) { + for (const point of ring) { + point[0] = point[0] / kx + x1; + point[1] = point[1] / ky + y1; + } + } + } + } + + // Compute the deferred channels. + return { + data: contourData, + facets: contourFacets, + channels: Channels(this.contourChannels, contourData) + }; + }); +} + +export function contour() { + return new Contour(...maybeTuples(...arguments)); +} + +function finiteExtent(VV) { + return [min(VV, (V) => min(V, finite)), max(VV, (V) => max(V, finite))]; +} + +function finite(x) { + return isFinite(x) ? x : NaN; +} diff --git a/src/marks/raster.js b/src/marks/raster.js new file mode 100644 index 0000000000..34aa10f3a3 --- /dev/null +++ b/src/marks/raster.js @@ -0,0 +1,429 @@ +import {blurImage, Delaunay, randomLcg, rgb} from "d3"; +import {valueObject} from "../channel.js"; +import {create} from "../context.js"; +import {map, first, second, third, isTuples, isNumeric, isTemporal, take} from "../options.js"; +import {Mark} from "../plot.js"; +import {applyAttr, applyDirectStyles, applyIndirectStyles, applyTransform, impliedString} from "../style.js"; +import {initializer} from "../transforms/basic.js"; + +const defaults = { + ariaLabel: "raster", + stroke: null, + pixelSize: 1 +}; + +function number(input, name) { + const x = +input; + if (isNaN(x)) throw new Error(`invalid ${name}: ${input}`); + return x; +} + +function integer(input, name) { + const x = Math.floor(input); + if (isNaN(x)) throw new Error(`invalid ${name}: ${input}`); + return x; +} + +export class AbstractRaster extends Mark { + constructor(data, channels, options = {}, defaults) { + let { + width, + height, + x, + y, + x1 = x == null ? 0 : undefined, + y1 = y == null ? 0 : undefined, + x2 = x == null ? width : undefined, + y2 = y == null ? height : undefined, + pixelSize = defaults.pixelSize, + blur = 0, + interpolate + } = options; + if (width != null) width = integer(width, "width"); + if (height != null) height = integer(height, "height"); + // These represent the (minimum) bounds of the raster; they are not + // evaluated for each datum. Also, if x and y are not specified explicitly, + // then these bounds are used to compute the dense linear grid. + if (x1 != null) x1 = number(x1, "x1"); + if (y1 != null) y1 = number(y1, "y1"); + if (x2 != null) x2 = number(x2, "x2"); + if (y2 != null) y2 = number(y2, "y2"); + if (x == null && (x1 == null || x2 == null)) throw new Error("missing x"); + if (y == null && (y1 == null || y2 == null)) throw new Error("missing y"); + if (data != null && width != null && height != null) { + // If x and y are not given, assume the data is a dense array of samples + // covering the entire grid in row-major order. These defaults allow + // further shorthand where x and y represent grid column and row index. + // TODO If we know that the x and y scales are linear, then we could avoid + // materializing these columns to improve performance. + if (x === undefined && x1 != null && x2 != null) x = denseX(x1, x2, width, height); + if (y === undefined && y1 != null && y2 != null) y = denseY(y1, y2, width, height); + } + super( + data, + { + x: {value: x, scale: "x", optional: true}, + y: {value: y, scale: "y", optional: true}, + x1: {value: x1 == null ? null : [x1], scale: "x", optional: true, filter: null}, + y1: {value: y1 == null ? null : [y1], scale: "y", optional: true, filter: null}, + x2: {value: x2 == null ? null : [x2], scale: "x", optional: true, filter: null}, + y2: {value: y2 == null ? null : [y2], scale: "y", optional: true, filter: null}, + ...channels + }, + options, + defaults + ); + this.width = width; + this.height = height; + this.pixelSize = number(pixelSize, "pixelSize"); + this.blur = number(blur, "blur"); + this.interpolate = x == null || y == null ? null : maybeInterpolate(interpolate); // interpolation requires x & y + } +} + +export class Raster extends AbstractRaster { + constructor(data, options = {}) { + const {imageRendering} = options; + super(data, undefined, data == null ? sampler("fill", sampler("fillOpacity", options)) : options, defaults); + this.imageRendering = impliedString(imageRendering, "auto"); + } + // Ignore the color scale, so the fill channel is returned unscaled. + scale(channels, {color, ...scales}, context) { + return super.scale(channels, scales, context); + } + render(index, scales, channels, dimensions, context) { + const {color} = scales; + const {x: X, y: Y} = channels; + const {document} = context; + const [x1, y1, x2, y2] = renderBounds(channels, dimensions, context); + const dx = x2 - x1; + const dy = y2 - y1; + const {pixelSize: k, width: w = Math.round(Math.abs(dx) / k), height: h = Math.round(Math.abs(dy) / k)} = this; + const n = w * h; + + // Interpolate the samples to fill the raster grid. If interpolate is null, + // then a continuous function is being sampled, and the raster grid is + // already aligned with the canvas. + let {fill: F, fillOpacity: FO} = channels; + let offset = 0; + if (this.interpolate) { + const kx = w / dx; + const ky = h / dy; + const IX = map(X, (x) => (x - x1) * kx, Float64Array); + const IY = map(Y, (y) => (y - y1) * ky, Float64Array); + if (F) F = this.interpolate(index, w, h, IX, IY, F); + if (FO) FO = this.interpolate(index, w, h, IX, IY, FO); + } + + // When faceting without interpolation, as when sampling a continuous + // function, offset into the dense grid based on the current facet index. + else if (this.data == null && index) offset = index.fi * n; + + // Render the raster grid to the canvas, blurring if needed. + const canvas = document.createElement("canvas"); + canvas.width = w; + canvas.height = h; + const context2d = canvas.getContext("2d"); + const image = context2d.createImageData(w, h); + const imageData = image.data; + let {r, g, b} = rgb(this.fill) ?? {r: 0, g: 0, b: 0}; + let a = (this.fillOpacity ?? 1) * 255; + for (let i = 0; i < n; ++i) { + const j = i << 2; + if (F) { + const fi = color(F[i + offset]); + if (fi == null) { + imageData[j + 3] = 0; + continue; + } + ({r, g, b} = rgb(fi)); + } + if (FO) a = FO[i + offset] * 255; + imageData[j + 0] = r; + imageData[j + 1] = g; + imageData[j + 2] = b; + imageData[j + 3] = a; + } + if (this.blur > 0) blurImage(image, this.blur); + context2d.putImageData(image, 0, 0); + + return create("svg:g", context) + .call(applyIndirectStyles, this, dimensions, context) + .call(applyTransform, this, scales) + .call((g) => + g + .append("image") + .attr("transform", `translate(${x1},${y1}) scale(${Math.sign(x2 - x1)},${Math.sign(y2 - y1)})`) + .attr("width", Math.abs(dx)) + .attr("height", Math.abs(dy)) + .attr("preserveAspectRatio", "none") + .call(applyAttr, "image-rendering", this.imageRendering) + .call(applyDirectStyles, this) + .attr("xlink:href", canvas.toDataURL()) + ) + .node(); + } +} + +export function maybeTuples(data, options) { + if (arguments.length < 2) (options = data), (data = null); + let {x, y, fill, ...rest} = options; + // Because we implicit x and y when fill is a function of (x, y), and when + // data is a dense grid, we must further disambiguate by testing whether data + // contains [x, y, z?] tuples. Hence you can’t use this shorthand with a + // transform that lazily generates tuples, but that seems reasonable since + // this is just for convenience anyway. + if (x === undefined && y === undefined && isTuples(data)) { + (x = first), (y = second); + if (fill === undefined) fill = third; + } + return [data, {...rest, x, y, fill}]; +} + +export function raster() { + return new Raster(...maybeTuples(...arguments)); +} + +// See rasterBounds; this version is called during render. +function renderBounds({x1, y1, x2, y2}, dimensions, {projection}) { + const {width, height, marginTop, marginRight, marginBottom, marginLeft} = dimensions; + return [ + x1 && projection == null ? x1[0] : marginLeft, + y1 && projection == null ? y1[0] : marginTop, + x2 && projection == null ? x2[0] : width - marginRight, + y2 && projection == null ? y2[0] : height - marginBottom + ]; +} + +// If x1, y1, x2, y2 were specified, and no projection is in use (and thus the +// raster grid is necessarily an axis-aligned rectangle), then we can compute +// tighter bounds for the image, improving resolution. +export function rasterBounds({x1, y1, x2, y2}, scales, dimensions, context) { + const channels = {}; + if (x1) channels.x1 = x1; + if (y1) channels.y1 = y1; + if (x2) channels.x2 = x2; + if (y2) channels.y2 = y2; + return renderBounds(valueObject(channels, scales), dimensions, context); +} + +// Evaluates the function with the given name, if it exists, on the raster grid, +// generating a channel of the same name. +export function sampler(name, options = {}) { + const {[name]: value} = options; + if (typeof value !== "function") return options; + return initializer({...options, [name]: undefined}, function (data, facets, channels, scales, dimensions, context) { + const {x, y} = scales; + // TODO Allow projections, if invertible. + if (!x) throw new Error("missing scale: x"); + if (!y) throw new Error("missing scale: y"); + const [x1, y1, x2, y2] = rasterBounds(channels, scales, dimensions, context); + const dx = x2 - x1; + const dy = y2 - y1; + const {pixelSize: k} = this; + // Note: this must exactly match the defaults in render above! + const {width: w = Math.round(Math.abs(dx) / k), height: h = Math.round(Math.abs(dy) / k)} = options; + // TODO Hint to use a typed array when possible? + const V = new Array(w * h * (facets ? facets.length : 1)); + const kx = dx / w; + const ky = dy / h; + let i = 0; + for (const facet of facets ?? [undefined]) { + for (let yi = 0.5; yi < h; ++yi) { + for (let xi = 0.5; xi < w; ++xi, ++i) { + V[i] = value(x.invert(x1 + xi * kx), y.invert(y1 + yi * ky), facet); + } + } + } + return {data: V, facets, channels: {[name]: {value: V, scale: true}}}; + }); +} + +function maybeInterpolate(interpolate) { + if (typeof interpolate === "function") return interpolate; + if (interpolate == null) return interpolateNone; + switch (`${interpolate}`.toLowerCase()) { + case "none": + return interpolateNone; + case "nearest": + return interpolateNearest; + case "barycentric": + return interpolatorBarycentric(); + case "random-walk": + return interpolatorRandomWalk(); + } + throw new Error(`invalid interpolate: ${interpolate}`); +} + +// Applies a simple forward mapping of samples, binning them into pixels without +// any blending or interpolation. Note: if multiple samples map to the same +// pixel, the last one wins; this can introduce bias if the points are not in +// random order, so use Plot.shuffle to randomize the input if needed. +export function interpolateNone(index, width, height, X, Y, V) { + const W = new Array(width * height); + for (const i of index) { + if (X[i] < 0 || X[i] >= width || Y[i] < 0 || Y[i] >= height) continue; + W[Math.floor(Y[i]) * width + Math.floor(X[i])] = V[i]; + } + return W; +} + +export function interpolatorBarycentric({random = randomLcg(42)} = {}) { + return (index, width, height, X, Y, V) => { + // Flatten the input coordinates to prepare to insert extrapolated points + // along the perimeter of the grid (so there’s no blank output). + const n = index.length; + const nw = width >> 2; + const nh = (height >> 2) - 1; + const m = n + nw * 2 + nh * 2; + const XY = new Float64Array(m * 2); + for (let i = 0; i < n; ++i) (XY[i * 2] = X[index[i]]), (XY[i * 2 + 1] = Y[index[i]]); + + // Add points along each edge, making sure to include the four corners for + // complete coverage (with no chamfered edges). + let i = n; + const addPoint = (x, y) => ((XY[i * 2] = x), (XY[i * 2 + 1] = y), i++); + for (let j = 0; j <= nw; ++j) addPoint((j / nw) * width, 0), addPoint((j / nw) * width, height); + for (let j = 0; j < nh; ++j) addPoint(width, (j / nh) * height), addPoint(0, (j / nh) * height); + + // To each edge point, assign the closest (non-extrapolated) value. + V = take(V, index); + const delaunay = new Delaunay(XY.subarray(0, n * 2)); + for (let j = n, ij; j < m; ++j) V[j] = V[(ij = delaunay.find(XY[j * 2], XY[j * 2 + 1], ij))]; + + // Interpolate the interior of all triangles with barycentric coordinates + const {points, triangles} = new Delaunay(XY); + const W = new V.constructor(width * height); + const mix = mixer(V, random); + for (let i = 0; i < triangles.length; i += 3) { + const ta = triangles[i]; + const tb = triangles[i + 1]; + const tc = triangles[i + 2]; + const Ax = points[2 * ta]; + const Bx = points[2 * tb]; + const Cx = points[2 * tc]; + const Ay = points[2 * ta + 1]; + const By = points[2 * tb + 1]; + const Cy = points[2 * tc + 1]; + const x1 = Math.min(Ax, Bx, Cx); + const x2 = Math.max(Ax, Bx, Cx); + const y1 = Math.min(Ay, By, Cy); + const y2 = Math.max(Ay, By, Cy); + const z = (By - Cy) * (Ax - Cx) + (Ay - Cy) * (Cx - Bx); + if (!z) continue; + const va = V[ta]; + const vb = V[tb]; + const vc = V[tc]; + for (let x = Math.floor(x1); x < x2; ++x) { + for (let y = Math.floor(y1); y < y2; ++y) { + if (x < 0 || x >= width || y < 0 || y >= height) continue; + const xp = x + 0.5; // sample pixel centroids + const yp = y + 0.5; + const ga = ((By - Cy) * (xp - Cx) + (yp - Cy) * (Cx - Bx)) / z; + if (ga < 0) continue; + const gb = ((Cy - Ay) * (xp - Cx) + (yp - Cy) * (Ax - Cx)) / z; + if (gb < 0) continue; + const gc = 1 - ga - gb; + if (gc < 0) continue; + W[x + width * y] = mix(va, ga, vb, gb, vc, gc, x, y); + } + } + } + return W; + }; +} + +export function interpolateNearest(index, width, height, X, Y, V) { + const W = new V.constructor(width * height); + const delaunay = Delaunay.from( + index, + (i) => X[i], + (i) => Y[i] + ); + // memoization of delaunay.find for the line start (iy) and pixel (ix) + let iy, ix; + for (let y = 0.5, k = 0; y < height; ++y) { + ix = iy; + for (let x = 0.5; x < width; ++x, ++k) { + ix = delaunay.find(x, y, ix); + if (x === 0.5) iy = ix; + W[k] = V[index[ix]]; + } + } + return W; +} + +// https://observablehq.com/@observablehq/walk-on-spheres-precision +export function interpolatorRandomWalk({random = randomLcg(42), minDistance = 0.5, maxSteps = 2} = {}) { + return (index, width, height, X, Y, V) => { + const W = new V.constructor(width * height); + const delaunay = Delaunay.from( + index, + (i) => X[i], + (i) => Y[i] + ); + // memoization of delaunay.find for the line start (iy), pixel (ix), and wos step (iw) + let iy, ix, iw; + for (let y = 0.5, k = 0; y < height; ++y) { + ix = iy; + for (let x = 0.5; x < width; ++x, ++k) { + let cx = x; + let cy = y; + iw = ix = delaunay.find(cx, cy, ix); + if (x === 0.5) iy = ix; + let distance; // distance to closest sample + let step = 0; // count of steps for this walk + while ((distance = Math.hypot(X[index[iw]] - cx, Y[index[iw]] - cy)) > minDistance && step < maxSteps) { + const angle = random(x, y, step) * 2 * Math.PI; + cx += Math.cos(angle) * distance; + cy += Math.sin(angle) * distance; + iw = delaunay.find(cx, cy, iw); + ++step; + } + W[k] = V[index[iw]]; + } + } + return W; + }; +} + +function blend(a, ca, b, cb, c, cc) { + return ca * a + cb * b + cc * c; +} + +function pick(random) { + return (a, ca, b, cb, c, cc, x, y) => { + const u = random(x, y); + return u < ca ? a : u < ca + cb ? b : c; + }; +} + +function mixer(F, random) { + return isNumeric(F) || isTemporal(F) ? blend : pick(random); +} + +function denseX(x1, x2, width) { + return { + transform(data) { + const n = data.length; + const X = new Float64Array(n); + const kx = (x2 - x1) / width; + const x0 = x1 + kx / 2; + for (let i = 0; i < n; ++i) X[i] = (i % width) * kx + x0; + return X; + } + }; +} + +function denseY(y1, y2, width, height) { + return { + transform(data) { + const n = data.length; + const Y = new Float64Array(n); + const ky = (y2 - y1) / height; + const y0 = y1 + ky / 2; + for (let i = 0; i < n; ++i) Y[i] = (Math.floor(i / width) % height) * ky + y0; + return Y; + } + }; +} diff --git a/src/options.js b/src/options.js index c7c10d4e11..1584ee6ff0 100644 --- a/src/options.js +++ b/src/options.js @@ -1,5 +1,5 @@ import {parse as isoParse} from "isoformat"; -import {color, descending, quantile} from "d3"; +import {color, descending, range as rangei, quantile} from "d3"; // https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/TypedArray const TypedArray = Object.getPrototypeOf(Uint8Array); @@ -30,6 +30,7 @@ export const number = (x) => (x == null ? x : +x); export const boolean = (x) => (x == null ? x : !!x); export const first = (x) => (x ? x[0] : undefined); export const second = (x) => (x ? x[1] : undefined); +export const third = (x) => (x ? x[2] : undefined); export const constant = (x) => () => x; // Converts a string like “p25” into a function that takes an index I and an @@ -234,6 +235,24 @@ export function mid(x1, x2) { }; } +// TODO Allow the interval to be specified as a string, e.g. “day” or “hour”? +// This will require the interval knowing the type of the associated scale to +// chose between UTC and local time (or better, an explicit timeZone option). +export function maybeInterval(interval) { + if (interval == null) return; + if (typeof interval === "number") { + const n = interval; + return { + floor: (d) => n * Math.floor(d / n), + offset: (d) => d + n, // note: no optional step for simplicity + range: (lo, hi) => rangei(Math.ceil(lo / n), hi / n).map((x) => n * x) + }; + } + if (typeof interval.floor !== "function") throw new Error("invalid interval; missing floor method"); + if (typeof interval.offset !== "function") throw new Error("invalid interval; missing offset method"); + return interval; +} + // This distinguishes between per-dimension options and a standalone value. export function maybeValue(value) { return value === undefined || isOptions(value) ? value : {value}; @@ -251,6 +270,14 @@ export function numberChannel(source) { }; } +export function isTuples(data) { + if (!isIterable(data)) return false; + for (const d of data) { + if (d == null) continue; + return typeof d === "object" && "0" in d && "1" in d; + } +} + export function isIterable(value) { return value && typeof value[Symbol.iterator] === "function"; } diff --git a/src/plot.js b/src/plot.js index e7abc93fa2..93bbb769b9 100644 --- a/src/plot.js +++ b/src/plot.js @@ -1,17 +1,17 @@ -import {cross, group, sum, select, sort, InternMap} from "d3"; +import {cross, group, sum, select, sort, InternMap, rollup} from "d3"; import {Axes, autoAxisTicks, autoScaleLabels} from "./axes.js"; import {Channel, Channels, channelDomain, valueObject} from "./channel.js"; import {Context, create} from "./context.js"; import {defined} from "./defined.js"; import {Dimensions} from "./dimensions.js"; import {Legends, exposeLegends} from "./legends.js"; -import {arrayify, isDomainSort, isScaleOptions, keyword, map, maybeNamed, range, where, yes} from "./options.js"; +import {arrayify, isDomainSort, isScaleOptions, keyword, map, range, where, yes} from "./options.js"; +import {maybeNamed, maybeInterval} from "./options.js"; import {maybeProject} from "./projection.js"; import {Scales, ScaleFunctions, autoScaleRange, exposeScales} from "./scales.js"; import {position, registry as scaleRegistry} from "./scales/index.js"; import {applyInlineStyles, maybeClassName, maybeClip, styles} from "./style.js"; import {basic, initializer} from "./transforms/basic.js"; -import {maybeInterval} from "./transforms/interval.js"; import {consumeWarnings, warn} from "./warnings.js"; /** @jsdoc plot */ @@ -168,27 +168,23 @@ export function plot(options = {}) { throw new Error(`initializers cannot declare position scales: ${key}`); } } - const newScaleDescriptors = Scales( - addScaleChannels(new Map(), stateByMark, (key) => newByScale.has(key)), - options - ); + const newChannelsByScale = new Map(); + addScaleChannels(newChannelsByScale, stateByMark, (key) => newByScale.has(key)); + addScaleChannels(channelsByScale, stateByMark, (key) => newByScale.has(key)); + const newScaleDescriptors = Scales(newChannelsByScale, options); const newScales = ScaleFunctions(newScaleDescriptors); Object.assign(scaleDescriptors, newScaleDescriptors); Object.assign(scales, newScales); } + // Compute the scale labels. Note that with initializers, this may include + // both old channels (no longer used) and new channels for redefined scales; + // we include both because initializers don’t always propagate labels. autoScaleLabels(channelsByScale, scaleDescriptors, axes, dimensions, options); - // Compute value objects, applying scales as needed. - for (const state of stateByMark.values()) { - state.values = valueObject(state.channels, scales); - } - - // Apply projection as needed. - if (context.projection) { - for (const [mark, state] of stateByMark) { - mark.project(state.channels, state.values, context); - } + // Compute value objects, applying scales and projection as needed. + for (const [mark, state] of stateByMark) { + state.values = mark.scale(state.channels, scales, context); } const {width, height} = dimensions; @@ -306,9 +302,11 @@ export function plot(options = {}) { for (const [mark, {channels, values, facets}] of stateByMark) { let facet = null; if (facets) { - facet = facets[facetPosition.get(key)] ?? facets[0]; + const fi = facetPosition.get(key); + facet = facets[fi] ?? facets[0]; if (!facet) continue; facet = mark.filter(facet, channels, values); + facet.fi = fi; } const node = mark.render(facet, scales, values, subdimensions, context); if (node != null) this.appendChild(node); @@ -422,6 +420,11 @@ export class Mark { maybeProject("x1", "y1", channels, values, context); maybeProject("x2", "y2", channels, values, context); } + scale(channels, scales, context) { + const values = valueObject(channels, scales); + if (context.projection) this.project(channels, values, context); + return values; + } plot({marks = [], ...options} = {}) { return plot({...options, marks: [...marks, this]}); } @@ -546,20 +549,27 @@ function facetKeys(facets, fx, fy) { // Returns a (possibly nested) Map of [[key1, index1], [key2, index2], …] // representing the data indexes associated with each facet. function facetGroups(data, {fx, fy}) { - const index = range(data); - return fx && fy ? facetGroup2(index, fx, fy) : fx ? facetGroup1(index, fx) : facetGroup1(index, fy); -} - -function facetGroup1(index, {value: F}) { - return group(index, (i) => F[i]); -} - -function facetGroup2(index, {value: FX}, {value: FY}) { - return group( - index, - (i) => FX[i], - (i) => FY[i] - ); + const I = range(data); + const FX = fx?.value; + const FY = fy?.value; + return fx && fy + ? rollup( + I, + (G) => ((G.fx = FX[G[0]]), (G.fy = FY[G[0]]), G), + (i) => FX[i], + (i) => FY[i] + ) + : fx + ? rollup( + I, + (G) => ((G.fx = FX[G[0]]), G), + (i) => FX[i] + ) + : rollup( + I, + (G) => ((G.fy = FY[G[0]]), G), + (i) => FY[i] + ); } function facetTranslate(fx, fy) { @@ -593,8 +603,8 @@ function maybeTopFacet(facet, options) { if (facet == null) return; const {x, y} = facet; if (x == null && y == null) return; - const data = arrayify(facet.data); - if (data == null) throw new Error(`missing facet data`); + const data = arrayify(facet.data ?? x ?? y); + if (data === undefined) throw new Error(`missing facet data`); const channels = {}; if (x != null) channels.fx = Channel(data, {value: x, scale: "fx"}); if (y != null) channels.fy = Channel(data, {value: y, scale: "fy"}); @@ -618,8 +628,8 @@ function maybeMarkFacet(mark, topFacetState, options) { // here with maybeTopFacet that we could reduce. const {fx: x, fy: y} = mark; if (x != null || y != null) { - const data = arrayify(mark.data); - if (data == null) throw new Error(`missing facet data in ${mark.ariaLabel}`); + const data = arrayify(mark.data ?? x ?? y); + if (data === undefined) throw new Error(`missing facet data in ${mark.ariaLabel}`); const channels = {}; if (x != null) channels.fx = Channel(data, {value: x, scale: "fx"}); if (y != null) channels.fy = Channel(data, {value: y, scale: "fy"}); diff --git a/src/projection.js b/src/projection.js index 7c756194c8..36a9f1cfee 100644 --- a/src/projection.js +++ b/src/projection.js @@ -256,9 +256,13 @@ export function projectionAspectRatio(projection, geometry) { // Extract the (possibly) scaled values for the x and y channels, and apply the // projection if any. export function Position(channels, scales, context) { - const position = valueObject({...(channels.x && {x: channels.x}), ...(channels.y && {y: channels.y})}, scales); + const {x, y} = channels; + let position = {}; + if (x) position.x = x; + if (y) position.y = y; + position = valueObject(position, scales); if (context.projection) maybeProject("x", "y", channels, position, context); - if (position.x) position.x = coerceNumbers(position.x); - if (position.y) position.y = coerceNumbers(position.y); + if (x) position.x = coerceNumbers(position.x); + if (y) position.y = coerceNumbers(position.y); return position; } diff --git a/src/scales/ordinal.js b/src/scales/ordinal.js index 4d3b6d834b..97593f340c 100644 --- a/src/scales/ordinal.js +++ b/src/scales/ordinal.js @@ -1,8 +1,7 @@ import {InternSet, extent, quantize, reverse as reverseof, sort, symbolsFill, symbolsStroke} from "d3"; import {scaleBand, scaleOrdinal, scalePoint, scaleImplicit} from "d3"; import {ascendingDefined} from "../defined.js"; -import {isNoneish, map} from "../options.js"; -import {maybeInterval} from "../transforms/interval.js"; +import {isNoneish, map, maybeInterval} from "../options.js"; import {maybeSymbol} from "../symbols.js"; import {registry, color, position, symbol} from "./index.js"; import {maybeBooleanRange, ordinalScheme, quantitativeScheme} from "./schemes.js"; diff --git a/src/scales/quantitative.js b/src/scales/quantitative.js index 2fb2702e10..355aee8583 100644 --- a/src/scales/quantitative.js +++ b/src/scales/quantitative.js @@ -24,9 +24,8 @@ import { ticks } from "d3"; import {positive, negative, finite} from "../defined.js"; -import {arrayify, constant, order, slice} from "../options.js"; +import {arrayify, constant, order, slice, maybeInterval} from "../options.js"; import {ordinalRange, quantitativeScheme} from "./schemes.js"; -import {maybeInterval} from "../transforms/interval.js"; import {registry, radius, opacity, color, length} from "./index.js"; export const flip = (i) => (t) => i(1 - t); @@ -162,18 +161,18 @@ export function ScaleQuantile( reverse } ) { - if (range === undefined) + if (range === undefined) { range = interpolate !== undefined ? quantize(interpolate, n) : registry.get(key) === color ? ordinalRange(scheme, n) : undefined; - return ScaleThreshold(key, channels, { - domain: scaleQuantile(domain, range === undefined ? {length: n} : range).quantiles(), - range, - reverse - }); + } + if (domain.length > 0) { + domain = scaleQuantile(domain, range === undefined ? {length: n} : range).quantiles(); + } + return ScaleThreshold(key, channels, {domain, range, reverse}); } export function ScaleQuantize( diff --git a/src/transforms/bin.js b/src/transforms/bin.js index 1e664a15a0..d0e29bb255 100644 --- a/src/transforms/bin.js +++ b/src/transforms/bin.js @@ -4,6 +4,7 @@ import { range, identity, maybeColumn, + maybeInterval, maybeTuple, maybeColorChannel, maybeValue, @@ -28,7 +29,6 @@ import { reduceIdentity } from "./group.js"; import {maybeInsetX, maybeInsetY} from "./inset.js"; -import {maybeInterval} from "./interval.js"; /** @jsdoc binX */ export function binX(outputs = {y: "count"}, options = {}) { @@ -262,9 +262,9 @@ function maybeBin(options) { return bin; } -function maybeThresholds(thresholds, interval) { +export function maybeThresholds(thresholds, interval, defaultThresholds = thresholdAuto) { if (thresholds === undefined) { - return interval === undefined ? thresholdAuto : maybeRangeInterval(interval); + return interval === undefined ? defaultThresholds : maybeRangeInterval(interval); } if (typeof thresholds === "string") { switch (thresholds.toLowerCase()) { diff --git a/src/transforms/interval.js b/src/transforms/interval.js index e37f15e800..393c15ae28 100644 --- a/src/transforms/interval.js +++ b/src/transforms/interval.js @@ -1,26 +1,6 @@ -import {range} from "d3"; -import {isTemporal, labelof, map, maybeValue, valueof} from "../options.js"; +import {isTemporal, labelof, map, maybeInterval, maybeValue, valueof} from "../options.js"; import {maybeInsetX, maybeInsetY} from "./inset.js"; -// TODO Allow the interval to be specified as a string, e.g. “day” or “hour”? -// This will require the interval knowing the type of the associated scale to -// chose between UTC and local time (or better, an explicit timeZone option). -export function maybeInterval(interval) { - if (interval == null) return; - if (typeof interval === "number") { - const n = interval; - // Note: this offset doesn’t support the optional step argument for simplicity. - return { - floor: (d) => n * Math.floor(d / n), - offset: (d) => d + n, - range: (lo, hi) => range(Math.ceil(lo / n), hi / n).map((x) => n * x) - }; - } - if (typeof interval.floor !== "function" || typeof interval.offset !== "function") - throw new Error("invalid interval; missing floor or offset function"); - return interval; -} - // The interval may be specified either as x: {value, interval} or as {x, // interval}. The former is used, for example, for Plot.rect. function maybeIntervalValue(value, {interval}) { diff --git a/test/data/README.md b/test/data/README.md index 8eb42cce8e..102f145925 100644 --- a/test/data/README.md +++ b/test/data/README.md @@ -26,6 +26,10 @@ https://observablehq.com/@bmschmidt/data-driven-projections-darwins-world Bureau of Labor Statistics https://www.bls.gov/ +## ca55-south.csv +Great Britain aeromagnetic survey +https://www.bgs.ac.uk/datasets/gb-aeromagnetic-survey/ + ## cars.csv 1983 ASA Data Exposition http://lib.stat.cmu.edu/datasets/ @@ -170,6 +174,10 @@ https://observablehq.com/@d3/diverging-bar-chart Thomas J. Holmes, University of Minnesota, Federal Reserve Bank of Minneapolis, and NBER https://users.econ.umn.edu/~holmes/data/WalMart/ +## water-vapor.csv +NASA Earth Observations +https://neo.gsfc.nasa.gov/view.php?datasetId=MYDAL2_M_SKY_WV + ## wealth-britain.csv U.K. Office for National Statistics A recreation of “Who owns Britain?” by Richard Speigal; proportion plot chart type by Stephanie Evergreen diff --git a/test/data/ca55-south.csv b/test/data/ca55-south.csv new file mode 100644 index 0000000000..c7b6444205 --- /dev/null +++ b/test/data/ca55-south.csv @@ -0,0 +1,4435 @@ +SURVEY_AREA,LINE_NUMB-SEG,ORDER_BY,MAP_SHEET,LONGITUDE,LATITUDE,GRID_EAST,GRID_NORTH,GROUND_ELEV,MTC,AOD,MAG_BUL,MAG_IGRF55,MAG_IGRF90,L1,L2,L3 +CA55_SOUTH,TL1-1,5,7,-2.36216,51.70945,374979,201303,30,519,549,-35,8,7,0,0,0 +CA55_SOUTH,TL1-1,6,7,-2.36195,51.71727,374998,202173,27,522,549,-36,7,6,0,0,0 +CA55_SOUTH,TL1-1,7,7,-2.36089,51.72404,375075,202926,21,528,549,-33,10,9,0,0,0 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diff --git a/test/data/water-vapor.csv b/test/data/water-vapor.csv new file mode 100644 index 0000000000..85bd509384 --- /dev/null +++ b/test/data/water-vapor.csv @@ -0,0 +1,180 @@ 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\ No newline at end of file diff --git a/test/output/heatmapFillOpacity.svg b/test/output/heatmapFillOpacity.svg new file mode 100644 index 0000000000..9b073875da --- /dev/null +++ b/test/output/heatmapFillOpacity.svg @@ -0,0 +1,19 @@ + + + + + + \ No newline at end of file diff --git a/test/output/heatmapLog.svg b/test/output/heatmapLog.svg new file mode 100644 index 0000000000..906b1678ab --- /dev/null +++ b/test/output/heatmapLog.svg @@ -0,0 +1,84 @@ + + + + + −2.5 + + + −2.0 + + + −1.5 + + + −1.0 + + + −0.5 + + + +0.0 + + + +0.5 + + + +1.0 + + + +1.5 + + + + + −2.0 + + + −1.5 + + + −1.0 + + + −0.5 + + + +0.0 + + + +0.5 + + + +1.0 + + + +1.5 + + + +2.0 + + + + + + + + + + + + + \ No newline at end of file diff --git a/test/output/heatmapOpacity.svg b/test/output/heatmapOpacity.svg new file mode 100644 index 0000000000..0fdd4d3d9d --- /dev/null +++ b/test/output/heatmapOpacity.svg @@ -0,0 +1,19 @@ + + + + + + \ No newline at end of file diff --git a/test/output/heatmapPartial.svg 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+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/test/output/rasterPenguinsBlur.svg b/test/output/rasterPenguinsBlur.svg new file mode 100644 index 0000000000..7c3011612f --- /dev/null +++ b/test/output/rasterPenguinsBlur.svg @@ -0,0 +1,424 @@ + + + + + 175 + + + 180 + + + 185 + + + 190 + + + 195 + + + 200 + + + 205 + + + 210 + + + 215 + + + 220 + + + 225 + + + 230 + ↑ flipper_length_mm + + + + 3,000 + + + 3,500 + + + 4,000 + + + 4,500 + + + 5,000 + + + 5,500 + + + 6,000 + body_mass_g → + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/test/output/rasterPenguinsRandomWalk.svg b/test/output/rasterPenguinsRandomWalk.svg new file mode 100644 index 0000000000..5954235b11 --- /dev/null +++ b/test/output/rasterPenguinsRandomWalk.svg @@ -0,0 +1,424 @@ + + + + + 175 + + + 180 + + + 185 + + + 190 + + + 195 + + + 200 + + + 205 + + + 210 + + + 215 + + + 220 + + + 225 + + + 230 + ↑ flipper_length_mm + + + + 3,000 + + + 3,500 + + + 4,000 + + + 4,500 + + + 5,000 + + + 5,500 + + + 6,000 + body_mass_g → + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/test/output/rasterVapor.svg b/test/output/rasterVapor.svg new file mode 100644 index 0000000000..b312e89706 --- /dev/null +++ b/test/output/rasterVapor.svg @@ -0,0 +1,71 @@ + + + + + −80 + + + −60 + + + −40 + + + −20 + + + 0 + + + 20 + + + 40 + + + 60 + + + 80 + + + + + −150 + + + −100 + + + −50 + + + 0 + + + 50 + + + 100 + + + 150 + + + + + + \ No newline at end of file diff --git a/test/output/rasterVaporEqualEarth.svg b/test/output/rasterVaporEqualEarth.svg new file mode 100644 index 0000000000..aea5e5a28f --- /dev/null +++ b/test/output/rasterVaporEqualEarth.svg @@ -0,0 +1,25 @@ + + + + + + + + + + + + \ No newline at end of file diff --git a/test/output/rasterVaporEqualEarthBarycentric.svg b/test/output/rasterVaporEqualEarthBarycentric.svg new file mode 100644 index 0000000000..97351c8168 --- /dev/null +++ b/test/output/rasterVaporEqualEarthBarycentric.svg @@ -0,0 +1,25 @@ + + + + + + + + + + + + \ No newline at end of file diff --git a/test/output/rasterVaporPeters.svg b/test/output/rasterVaporPeters.svg new file mode 100644 index 0000000000..c9a2bac9cb --- /dev/null +++ b/test/output/rasterVaporPeters.svg @@ -0,0 +1,71 @@ + + + + + -80 + + + -60 + + + -40 + + + -20 + + + 0 + + + 20 + + + 40 + + + 60 + + + 80 + + + + + −150 + + + −100 + + + −50 + + + 0 + + + 50 + + + 100 + + + 150 + + + + + + \ No newline at end of file diff --git a/test/output/rasterWalmartBarycentric.svg b/test/output/rasterWalmartBarycentric.svg new file mode 100644 index 0000000000..e5d72b6d2a --- /dev/null +++ b/test/output/rasterWalmartBarycentric.svg @@ -0,0 +1,25 @@ + + + + + + + + + + + + \ No newline at end of file diff --git a/test/output/rasterWalmartBarycentricOpacity.svg b/test/output/rasterWalmartBarycentricOpacity.svg new file mode 100644 index 0000000000..02629ee3da --- /dev/null +++ b/test/output/rasterWalmartBarycentricOpacity.svg @@ -0,0 +1,25 @@ + + + + + + + + + + + + \ No newline at end of file diff --git a/test/output/rasterWalmartRandomWalk.svg b/test/output/rasterWalmartRandomWalk.svg new file mode 100644 index 0000000000..fe30752a30 --- /dev/null +++ b/test/output/rasterWalmartRandomWalk.svg @@ -0,0 +1,25 @@ + + + + + + + + + + + + \ No newline at end of file diff --git a/test/output/rasterWalmartWalkOpacity.svg b/test/output/rasterWalmartWalkOpacity.svg new file mode 100644 index 0000000000..5a340d22d3 --- /dev/null +++ b/test/output/rasterWalmartWalkOpacity.svg @@ -0,0 +1,25 @@ + + + + + + + + + + + + \ No newline at end of file diff --git a/test/output/volcano.svg b/test/output/volcano.svg new file mode 100644 index 0000000000..0157da5ae5 --- /dev/null +++ b/test/output/volcano.svg @@ -0,0 +1,90 @@ + + + + + 0 + + + 5 + + + 10 + + + 15 + + + 20 + + + 25 + + + 30 + + + 35 + + + 40 + + + 45 + + + 50 + + + 55 + + + 60 + + + + + 0 + + + 10 + + + 20 + + + 30 + + + 40 + + + 50 + + + 60 + + + 70 + + + 80 + + + + + + + \ No newline at end of file diff --git a/test/output/volcanoContour.svg b/test/output/volcanoContour.svg new file mode 100644 index 0000000000..98f191ffbf --- /dev/null +++ b/test/output/volcanoContour.svg @@ -0,0 +1,100 @@ + + + + + 0 + + + 5 + + + 10 + + + 15 + + + 20 + + + 25 + + + 30 + + + 35 + + + 40 + + + 45 + + + 50 + + + 55 + + + 60 + + + + + 0 + + + 10 + + + 20 + + + 30 + + + 40 + + + 50 + + + 60 + + + 70 + + + 80 + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/test/plot.js b/test/plot.js index 62da9d0865..5a7d813401 100644 --- a/test/plot.js +++ b/test/plot.js @@ -16,14 +16,14 @@ for (const [name, plot] of Object.entries(plots)) { reindexStyle(root); reindexMarker(root); reindexClip(root); - const actual = beautify.html(root.outerHTML, { + let expected; + let actual = beautify.html(root.outerHTML, { indent_size: 2, inline: ["text", "tspan", "span", "svg", "a", "i"], indent_inner_html: false }); const outfile = path.resolve("./test/output", `${path.basename(name, ".js")}.${ext}`); const diffile = path.resolve("./test/output", `${path.basename(name, ".js")}-changed.${ext}`); - let expected; try { expected = await fs.readFile(outfile, "utf8"); @@ -37,7 +37,14 @@ for (const [name, plot] of Object.entries(plots)) { } } - if (actual === expected) { + // node-canvas won’t produce the same output on different architectures, so + // until we have a way to normalize the output, we need to ignore the + // generated image data during comparison. But you can still review the + // generated output visually and hopefully it’ll be correct. + const equal = + process.env.CI === "true" ? stripLargeImageData(actual) === stripLargeImageData(expected) : actual === expected; + + if (equal) { if (process.env.CI !== "true") { try { await fs.unlink(diffile); @@ -53,7 +60,7 @@ for (const [name, plot] of Object.entries(plots)) { await fs.writeFile(diffile, actual, "utf8"); } - assert(actual === expected, `${name} must match snapshot`); + assert(equal, `${name} must match snapshot`); }); } @@ -103,3 +110,10 @@ function reindexClip(root) { } } } + +function stripLargeImageData(string) { + return string.replace( + /data:image\/png;base64,[^"]{10000,}/g, + "data:image/svg+xml,%3Csvg width='15' height='15' viewBox='0 0 20 20' style='background-color: white' xmlns='http://www.w3.org/2000/svg'%3E%3Cpath d='M0 0h10v10H0zm10 10h10v10H10z' fill='%23f4f4f4' fill-rule='evenodd'/%3E%3C/svg%3E" + ); +} diff --git a/test/plots/function-contour.js b/test/plots/function-contour.js new file mode 100644 index 0000000000..14fc1f3e7e --- /dev/null +++ b/test/plots/function-contour.js @@ -0,0 +1,44 @@ +import * as Plot from "@observablehq/plot"; + +export async function functionContour() { + return Plot.plot({ + color: { + type: "diverging" + }, + marks: [ + Plot.contour({ + fill: (x, y) => x * y * Math.sin(x) * Math.cos(y), + stroke: "currentColor", + x1: 0, + y1: 0, + x2: 4 * Math.PI, + y2: 4 * Math.PI * (350 / 580) + }) + ] + }); +} + +export async function functionContourFaceted() { + function lin(x) { + return x / (4 * Math.PI); + } + return Plot.plot({ + height: 580, + color: {type: "diverging"}, + fx: {tickFormat: (f) => f?.name}, + fy: {tickFormat: (f) => f?.name}, + marks: [ + Plot.contour({ + fill: (x, y, {fx, fy}) => fx(x) * fy(y), + fx: [Math.sin, Math.sin, lin, lin], + fy: [Math.cos, lin, lin, Math.cos], + x1: 0, + y1: 0, + x2: 4 * Math.PI, + y2: 4 * Math.PI, + interval: 0.2 + }), + Plot.frame() + ] + }); +} diff --git a/test/plots/heatmap.js b/test/plots/heatmap.js new file mode 100644 index 0000000000..d368bb1b19 --- /dev/null +++ b/test/plots/heatmap.js @@ -0,0 +1,162 @@ +import * as Plot from "@observablehq/plot"; +import * as d3 from "d3"; + +export async function heatmap() { + return Plot.plot({ + color: { + type: "diverging" + }, + marks: [ + Plot.raster({ + fill: (x, y) => x * y * Math.sin(x) * Math.cos(y), + x1: 0, + y1: 0, + x2: 4 * Math.PI, + y2: 4 * Math.PI * (350 / 580), + pixelSize: 3 + }), + Plot.frame() + ] + }); +} + +export async function heatmapArray() { + const x1 = 0; + const y1 = 0; + const x2 = 4 * Math.PI; + const y2 = 4 * Math.PI * (350 / 580); + const pixelSize = 3; + const width = Math.round(580 / pixelSize); + const height = Math.round(350 / pixelSize); + const x = (f => i => f.invert(i % width + 0.5))(d3.scaleLinear([x1, x2], [0, width])); // prettier-ignore + const y = (f => i => f.invert(Math.floor(i / width) + 0.5))(d3.scaleLinear([y2, y1], [height, 0])); // prettier-ignore + return Plot.plot({ + color: { + type: "diverging" + }, + marks: [ + Plot.raster(d3.range(width * height), { + fill: ((f) => (_, i) => f(x(i), y(i)))((x, y) => x * y * Math.sin(x) * Math.cos(y)), // prettier-ignore + x, + y, + x1, + y1, + x2, + y2, + width, + height + }), + Plot.frame() + ] + }); +} + +export async function heatmapLog() { + return Plot.plot({ + height: 630, + x: {ticks: 10, tickFormat: "+f"}, + y: {ticks: 10, tickFormat: "+f"}, + color: {type: "log", scheme: "magma"}, + marks: [ + Plot.raster({ + fill: (x, y) => + (1 + (x + y + 1) ** 2 * (19 - 14 * x + 3 * x ** 2 - 14 * y + 6 * x * y + 3 * y ** 2)) * + (30 + (2 * x - 3 * y) ** 2 * (18 - 32 * x + 12 * x * x + 48 * y - 36 * x * y + 27 * y ** 2)), + x1: -2, + y1: -2.5, + x2: 2, + y2: 1.5, + pixelSize: 4 + }), + Plot.ruleX([0], {strokeOpacity: 0.2}), + Plot.ruleY([0], {strokeOpacity: 0.2}), + Plot.frame() + ] + }); +} + +export async function heatmapPartial() { + return Plot.plot({ + axis: null, + marks: [ + Plot.raster({x1: -7, x2: 7, y1: -7, y2: 7, fill: (x, y) => Math.atan2(y, x), pixelSize: 2}), + Plot.rect({length: 1}, {x1: -10, x2: 10, y1: -10, y2: 10, stroke: "currentColor"}) + ] + }); +} + +export async function heatmapFillOpacity() { + return Plot.plot({ + axis: null, + marks: [ + Plot.raster({ + x1: -1, + y1: -1, + x2: 1, + y2: 1, + fill: (x, y) => Math.atan2(y, x), + fillOpacity: (x, y) => Math.PI - Math.atan2(y, x), + pixelSize: 2 + }) + ] + }); +} + +export async function heatmapOpacity() { + return Plot.plot({ + axis: null, + marks: [ + Plot.raster({ + x1: -1, + y1: -1, + x2: 1, + y2: 1, + fill: "red", + fillOpacity: (x, y) => Math.PI - Math.atan2(y, x), + pixelSize: 2 + }) + ] + }); +} + +export async function heatmapConstantOpacity() { + return Plot.plot({ + axis: null, + marks: [ + Plot.raster({ + x1: -1, + y1: -1, + x2: 1, + y2: 1, + fill: (x, y) => Math.atan2(y, x), + fillOpacity: 0.5, + pixelSize: 2 + }) + ] + }); +} + +export async function heatmapFaceted() { + function lin(x) { + return x / (4 * Math.PI); + } + return Plot.plot({ + height: 580, + color: {type: "diverging"}, + fx: {tickFormat: (f) => f?.name}, + fy: {tickFormat: (f) => f?.name}, + marks: [ + Plot.raster({ + fill: (x, y, {fx, fy}) => fx(x) * fy(y), + fx: [Math.sin, Math.sin, lin, lin], + fy: [Math.cos, lin, lin, Math.cos], + x1: 0, + y1: 0, + x2: 4 * Math.PI, + y2: 4 * Math.PI, + pixelSize: 2 + }), + Plot.frame() + ] + }); +} diff --git a/test/plots/index.js b/test/plots/index.js index 09c32bbbe0..9e2d4047a9 100644 --- a/test/plots/index.js +++ b/test/plots/index.js @@ -267,6 +267,7 @@ export {default as usStateCapitalsVoronoi} from "./us-state-capitals-voronoi.js" export {default as usStatePopulationChange} from "./us-state-population-change.js"; export {default as vectorField} from "./vector-field.js"; export {default as vectorFrame} from "./vector-frame.js"; +export {default as volcano} from "./volcano.js"; export {default as walmarts} from "./walmarts.js"; export {default as walmartsDecades} from "./walmarts-decades.js"; export {default as walmartsDensity} from "./walmarts-density.js"; @@ -279,6 +280,13 @@ export {default as yearlyRequests} from "./yearly-requests.js"; export {default as yearlyRequestsDot} from "./yearly-requests-dot.js"; export {default as yearlyRequestsLine} from "./yearly-requests-line.js"; +export * from "./function-contour.js"; +export * from "./heatmap.js"; export * from "./legend-color.js"; export * from "./legend-opacity.js"; export * from "./legend-symbol.js"; +export * from "./raster-ca55.js"; +export * from "./raster-penguins.js"; +export * from "./raster-vapor.js"; +export * from "./raster-walmart.js"; +export * from "./volcano-contour.js"; diff --git a/test/plots/raster-ca55.js b/test/plots/raster-ca55.js new file mode 100644 index 0000000000..995f4f99a2 --- /dev/null +++ b/test/plots/raster-ca55.js @@ -0,0 +1,46 @@ +import * as Plot from "@observablehq/plot"; +import * as d3 from "d3"; + +async function plotCa55(mark) { + const ca55 = await d3.csv("data/ca55-south.csv", d3.autoType); + const domain = {type: "MultiPoint", coordinates: ca55.map((d) => [d.GRID_EAST, d.GRID_NORTH])}; + return Plot.plot({ + width: 640, + height: 484, + projection: {type: "identity", inset: 3, domain}, + color: {type: "diverging"}, + marks: [mark(ca55)] + }); +} + +async function rasterCa55(options) { + return plotCa55((ca55) => Plot.raster(ca55, {x: "GRID_EAST", y: "GRID_NORTH", fill: "MAG_IGRF90", ...options})); +} + +export async function rasterCa55None() { + return rasterCa55({pixelSize: 3, imageRendering: "pixelated"}); +} + +export async function rasterCa55Barycentric() { + return rasterCa55({interpolate: "barycentric"}); +} + +export async function rasterCa55RandomWalk() { + return rasterCa55({interpolate: "random-walk"}); +} + +export async function rasterCa55Nearest() { + return rasterCa55({interpolate: "nearest"}); +} + +export async function contourCa55() { + return plotCa55((ca55) => + Plot.contour(ca55, { + x: "GRID_EAST", + y: "GRID_NORTH", + fill: "MAG_IGRF90", + stroke: "currentColor", + blur: 3 + }) + ); +} diff --git a/test/plots/raster-penguins.js b/test/plots/raster-penguins.js new file mode 100644 index 0000000000..6e2c21ec0c --- /dev/null +++ b/test/plots/raster-penguins.js @@ -0,0 +1,24 @@ +import * as Plot from "@observablehq/plot"; +import * as d3 from "d3"; + +async function rasterPenguins(options) { + const penguins = await d3.csv("data/penguins.csv", d3.autoType); + return Plot.plot({ + marks: [ + Plot.raster(penguins, {x: "body_mass_g", y: "flipper_length_mm", fill: "island", ...options}), + Plot.dot(penguins, {x: "body_mass_g", y: "flipper_length_mm", fill: "island", stroke: "white"}) + ] + }); +} + +export async function rasterPenguinsBarycentric() { + return rasterPenguins({interpolate: "barycentric"}); +} + +export async function rasterPenguinsRandomWalk() { + return rasterPenguins({interpolate: "random-walk"}); +} + +export async function rasterPenguinsBlur() { + return rasterPenguins({interpolate: "random-walk", blur: 7}); +} diff --git a/test/plots/raster-vapor.js b/test/plots/raster-vapor.js new file mode 100644 index 0000000000..39e9c0b358 --- /dev/null +++ b/test/plots/raster-vapor.js @@ -0,0 +1,117 @@ +import * as Plot from "@observablehq/plot"; +import * as d3 from "d3"; + +async function vapor() { + return d3 + .csvParseRows(await d3.text("data/water-vapor.csv")) + .flat() + .map((x) => (x === "99999.0" ? NaN : +x)); +} + +export async function rasterVapor() { + return Plot.plot({ + color: {scheme: "blues"}, + x: {transform: (x) => x - 180}, + y: {transform: (y) => 90 - y}, + marks: [Plot.raster({fill: await vapor(), width: 360, height: 180})] + }); +} + +export async function contourVapor() { + return Plot.plot({ + width: 960, + projection: "equal-earth", + color: {scheme: "blues"}, + marks: [ + Plot.contour(await vapor(), { + fill: Plot.identity, + width: 360, + height: 180, + x1: -180, + y1: 90, + x2: 180, + y2: -90, + interval: 0.25, + blur: 0.5, + stroke: "currentColor", + strokeWidth: 0.5, + clip: "sphere" + }), + Plot.sphere() + ] + }); +} + +export async function rasterVaporPeters() { + const radians = Math.PI / 180; + const sin = (y) => Math.sin(y * radians); + const asin = (y) => Math.asin(y) / radians; + return Plot.plot({ + width: Math.floor(30 + (500 * Math.PI) / 2), + height: 500 + 20, + marginLeft: 30, + marginBottom: 20, + y: { + transform: sin, + ticks: d3.ticks(-80, 80, 10).map(sin), + tickFormat: (y) => Math.round(asin(y)) + }, + color: { + scheme: "blues" + }, + marks: [ + Plot.raster(await vapor(), { + fill: (d) => d, + width: 360, + height: 180, + x1: -180, + y1: 90, + x2: 180, + y2: -90, + interpolate: "nearest" + }) + ] + }); +} + +export async function rasterVaporEqualEarth() { + return Plot.plot({ + projection: "equal-earth", + color: {scheme: "blues"}, + marks: [ + Plot.raster(await vapor(), { + fill: (d) => d, + width: 360, + height: 180, + x1: -180, + y1: 90, + x2: 180, + y2: -90, + interpolate: "random-walk", + clip: "sphere" + }), + Plot.sphere() + ] + }); +} + +export async function rasterVaporEqualEarthBarycentric() { + return Plot.plot({ + projection: "equal-earth", + color: {scheme: "blues"}, + marks: [ + Plot.raster(await vapor(), { + fill: (d) => d, + width: 360, + height: 180, + x1: -180, + y1: 90, + x2: 180, + y2: -90, + interpolate: "barycentric", + clip: "sphere" + }), + Plot.sphere() + ] + }); +} diff --git a/test/plots/raster-walmart.js b/test/plots/raster-walmart.js new file mode 100644 index 0000000000..cf643ed69d --- /dev/null +++ b/test/plots/raster-walmart.js @@ -0,0 +1,40 @@ +import * as Plot from "@observablehq/plot"; +import * as d3 from "d3"; +import {feature, mesh} from "topojson-client"; + +async function rasterWalmart(options) { + const [walmarts, [outline, statemesh]] = await Promise.all([ + d3.tsv("data/walmarts.tsv", d3.autoType), + d3 + .json("data/us-counties-10m.json") + .then((us) => [ + feature(us, us.objects.nation.geometries[0]).geometry.coordinates[0][0], + mesh(us, us.objects.states, (a, b) => a !== b) + ]) + ]); + return Plot.plot({ + projection: "albers", + color: {scheme: "spectral"}, + marks: [ + Plot.raster(walmarts, {x: "longitude", y: "latitude", ...options}), + Plot.geo({type: "Polygon", coordinates: [d3.reverse(outline)]}, {fill: "white"}), + Plot.geo(statemesh) + ] + }); +} + +export async function rasterWalmartBarycentric() { + return rasterWalmart({interpolate: "barycentric", fill: "date"}); +} + +export async function rasterWalmartBarycentricOpacity() { + return rasterWalmart({interpolate: "barycentric", fillOpacity: "date"}); +} + +export async function rasterWalmartRandomWalk() { + return rasterWalmart({interpolate: "random-walk", fill: "date"}); +} + +export async function rasterWalmartWalkOpacity() { + return rasterWalmart({interpolate: "random-walk", fillOpacity: "date"}); +} diff --git a/test/plots/volcano-contour.js b/test/plots/volcano-contour.js new file mode 100644 index 0000000000..fa6605705f --- /dev/null +++ b/test/plots/volcano-contour.js @@ -0,0 +1,17 @@ +import * as Plot from "@observablehq/plot"; +import * as d3 from "d3"; + +export async function volcanoContour() { + const volcano = await d3.json("data/volcano.json"); + return Plot.plot({ + marks: [ + Plot.contour(volcano.values, { + width: volcano.width, + height: volcano.height, + fill: volcano.values, + stroke: "currentColor" + }), + Plot.frame() + ] + }); +} diff --git a/test/plots/volcano.js b/test/plots/volcano.js new file mode 100644 index 0000000000..b076fd5dbc --- /dev/null +++ b/test/plots/volcano.js @@ -0,0 +1,12 @@ +import * as Plot from "@observablehq/plot"; +import * as d3 from "d3"; + +export default async function () { + const volcano = await d3.json("data/volcano.json"); + return Plot.plot({ + marks: [ + Plot.raster(volcano.values, {width: volcano.width, height: volcano.height, fill: volcano.values}), + Plot.frame() + ] + }); +} diff --git a/yarn.lock b/yarn.lock index 0b7d2025e2..790a4a76c1 100644 --- a/yarn.lock +++ b/yarn.lock @@ -11,9 +11,9 @@ "@jridgewell/trace-mapping" "^0.3.9" "@babel/cli@^7.17.10": - 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json5 "^2.2.1" + json5 "^2.2.2" semver "^6.3.0" -"@babel/generator@^7.20.5": - version "7.20.5" - resolved "https://registry.yarnpkg.com/@babel/generator/-/generator-7.20.5.tgz#cb25abee3178adf58d6814b68517c62bdbfdda95" - integrity sha512-jl7JY2Ykn9S0yj4DQP82sYvPU+T3g0HFcWTqDLqiuA9tGRNIj9VfbtXGAYTTkyNEnQk1jkMGOdYka8aG/lulCA== +"@babel/generator@^7.20.7": + version "7.20.7" + resolved "https://registry.yarnpkg.com/@babel/generator/-/generator-7.20.7.tgz#f8ef57c8242665c5929fe2e8d82ba75460187b4a" + integrity sha512-7wqMOJq8doJMZmP4ApXTzLxSr7+oO2jroJURrVEp6XShrQUObV8Tq/D0NCcoYg2uHqUrjzO0zwBjoYzelxK+sw== dependencies: - "@babel/types" "^7.20.5" + "@babel/types" "^7.20.7" "@jridgewell/gen-mapping" "^0.3.2" jsesc "^2.5.1" @@ -83,27 +83,29 @@ "@babel/helper-explode-assignable-expression" "^7.18.6" "@babel/types" "^7.18.9" -"@babel/helper-compilation-targets@^7.17.7", "@babel/helper-compilation-targets@^7.18.9", "@babel/helper-compilation-targets@^7.20.0": - version "7.20.0" - resolved "https://registry.yarnpkg.com/@babel/helper-compilation-targets/-/helper-compilation-targets-7.20.0.tgz#6bf5374d424e1b3922822f1d9bdaa43b1a139d0a" - 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3" d3@^7.8.0: - version "7.8.0" - resolved "https://registry.yarnpkg.com/d3/-/d3-7.8.0.tgz#c9441f0ea9266b1003a97c2ffd53e79e9e14b1fc" - integrity sha512-a5rNemRadWkEfqnY5NsD4RdCP9vn8EIJ4I5Rl14U0uKH1SXqcNmk/h9aGaAF1O98lz6L9M0IeUcuPa9GUYbI5A== + version "7.8.1" + resolved "https://registry.yarnpkg.com/d3/-/d3-7.8.1.tgz#f8c3a5843da027ea87c6b6faaf6d8648b70c0e02" + integrity sha512-fdipulGWUYTZTxxU9gDJ2P4mpZL2u7Oqe6n2FI95Q8UY0AjbKNYjPHvhLOsvR+HcSao4vo3YYy4Bk9CWOrt1Vw== dependencies: d3-array "3" d3-axis "3" @@ -2418,26 +2427,32 @@ entities@^4.4.0: integrity sha512-oYp7156SP8LkeGD0GF85ad1X9Ai79WtRsZ2gxJqtBuzH+98YUV6jkHEKlZkMbcrjJjIVJNIDP/3WL9wQkoPbWA== es-abstract@^1.19.0, es-abstract@^1.20.4: - version "1.20.5" - resolved "https://registry.yarnpkg.com/es-abstract/-/es-abstract-1.20.5.tgz#e6dc99177be37cacda5988e692c3fa8b218e95d2" - integrity sha512-7h8MM2EQhsCA7pU/Nv78qOXFpD8Rhqd12gYiSJVkrH9+e8VuA8JlPJK/hQjjlLv6pJvx/z1iRFKzYb0XT/RuAQ== + version "1.21.1" + resolved "https://registry.yarnpkg.com/es-abstract/-/es-abstract-1.21.1.tgz#e6105a099967c08377830a0c9cb589d570dd86c6" + integrity sha512-QudMsPOz86xYz/1dG1OuGBKOELjCh99IIWHLzy5znUB6j8xG2yMA7bfTV86VSqKF+Y/H08vQPR+9jyXpuC6hfg== dependencies: + available-typed-arrays "^1.0.5" call-bind "^1.0.2" + es-set-tostringtag "^2.0.1" es-to-primitive "^1.2.1" function-bind "^1.1.1" function.prototype.name "^1.1.5" get-intrinsic "^1.1.3" get-symbol-description "^1.0.0" + globalthis "^1.0.3" gopd "^1.0.1" has "^1.0.3" has-property-descriptors "^1.0.0" + has-proto "^1.0.1" has-symbols "^1.0.3" - internal-slot "^1.0.3" + internal-slot "^1.0.4" + is-array-buffer "^3.0.1" is-callable "^1.2.7" is-negative-zero "^2.0.2" is-regex "^1.1.4" is-shared-array-buffer "^1.0.2" is-string "^1.0.7" + is-typed-array "^1.1.10" is-weakref "^1.0.2" object-inspect "^1.12.2" object-keys "^1.1.1" @@ -2446,13 +2461,24 @@ es-abstract@^1.19.0, es-abstract@^1.20.4: safe-regex-test "^1.0.0" string.prototype.trimend "^1.0.6" string.prototype.trimstart "^1.0.6" + typed-array-length "^1.0.4" unbox-primitive "^1.0.2" + which-typed-array "^1.1.9" es-array-method-boxes-properly@^1.0.0: version "1.0.0" resolved "https://registry.yarnpkg.com/es-array-method-boxes-properly/-/es-array-method-boxes-properly-1.0.0.tgz#873f3e84418de4ee19c5be752990b2e44718d09e" integrity sha512-wd6JXUmyHmt8T5a2xreUwKcGPq6f1f+WwIJkijUqiGcJz1qqnZgP6XIK+QyIWU5lT7imeNxUll48bziG+TSYcA== +es-set-tostringtag@^2.0.1: + version "2.0.1" + resolved "https://registry.yarnpkg.com/es-set-tostringtag/-/es-set-tostringtag-2.0.1.tgz#338d502f6f674301d710b80c8592de8a15f09cd8" + integrity sha512-g3OMbtlwY3QewlqAiMLI47KywjWZoEytKr8pf6iTC8uJq5bIAH52Z9pnQ8pVL6whrCto53JZDuUIsifGeLorTg== + dependencies: + get-intrinsic "^1.1.3" + has "^1.0.3" + has-tostringtag "^1.0.0" + es-to-primitive@^1.2.1: version "1.2.1" resolved "https://registry.yarnpkg.com/es-to-primitive/-/es-to-primitive-1.2.1.tgz#e55cd4c9cdc188bcefb03b366c736323fc5c898a" @@ -2563,32 +2589,32 @@ esbuild-windows-arm64@0.15.18: integrity sha512-q9bsYzegpZcLziq0zgUi5KqGVtfhjxGbnksaBFYmWLxeV/S1fK4OLdq2DFYnXcLMjlZw2L0jLsk1eGoB522WXQ== esbuild@^0.16.3: - 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"@esbuild/linux-s390x" "0.16.10" - "@esbuild/linux-x64" "0.16.10" - "@esbuild/netbsd-x64" "0.16.10" - "@esbuild/openbsd-x64" "0.16.10" - "@esbuild/sunos-x64" "0.16.10" - "@esbuild/win32-arm64" "0.16.10" - "@esbuild/win32-ia32" "0.16.10" - "@esbuild/win32-x64" "0.16.10" + "@esbuild/android-arm" "0.16.16" + "@esbuild/android-arm64" "0.16.16" + "@esbuild/android-x64" "0.16.16" + "@esbuild/darwin-arm64" "0.16.16" + "@esbuild/darwin-x64" "0.16.16" + "@esbuild/freebsd-arm64" "0.16.16" + "@esbuild/freebsd-x64" "0.16.16" + "@esbuild/linux-arm" "0.16.16" + "@esbuild/linux-arm64" "0.16.16" + "@esbuild/linux-ia32" "0.16.16" + "@esbuild/linux-loong64" "0.16.16" + "@esbuild/linux-mips64el" "0.16.16" + "@esbuild/linux-ppc64" "0.16.16" + "@esbuild/linux-riscv64" "0.16.16" + "@esbuild/linux-s390x" "0.16.16" + "@esbuild/linux-x64" "0.16.16" + "@esbuild/netbsd-x64" "0.16.16" + "@esbuild/openbsd-x64" "0.16.16" + "@esbuild/sunos-x64" "0.16.16" + "@esbuild/win32-arm64" "0.16.16" + "@esbuild/win32-ia32" "0.16.16" + "@esbuild/win32-x64" "0.16.16" esbuild@~0.15.10, esbuild@~0.15.7: version "0.15.18" @@ -2646,9 +2672,9 @@ escodegen@^2.0.0: source-map "~0.6.1" eslint-config-prettier@^8.5.0: - version "8.5.0" - resolved "https://registry.yarnpkg.com/eslint-config-prettier/-/eslint-config-prettier-8.5.0.tgz#5a81680ec934beca02c7b1a61cf8ca34b66feab1" - integrity sha512-obmWKLUNCnhtQRKc+tmnYuQl0pFU1ibYJQ5BGhTVB08bHe9wC8qUeG7c08dj9XX+AuPj1YSGSQIHl1pnDHZR0Q== + version "8.6.0" + resolved "https://registry.yarnpkg.com/eslint-config-prettier/-/eslint-config-prettier-8.6.0.tgz#dec1d29ab728f4fa63061774e1672ac4e363d207" + integrity sha512-bAF0eLpLVqP5oEVUFKpMA+NnRFICwn9X8B5jrR9FcqnYBuPbqWEjTEspPWMj5ye6czoSLDweCzSo3Ko7gGrZaA== eslint-scope@^5.1.1: version "5.1.1" @@ -2684,11 +2710,11 @@ eslint-visitor-keys@^3.3.0: integrity sha512-mQ+suqKJVyeuwGYHAdjMFqjCyfl8+Ldnxuyp3ldiMBFKkvytrXUZWaiPCEav8qDHKty44bD+qV1IP4T+w+xXRA== eslint@^8.16.0: - version "8.30.0" - resolved "https://registry.yarnpkg.com/eslint/-/eslint-8.30.0.tgz#83a506125d089eef7c5b5910eeea824273a33f50" - integrity sha512-MGADB39QqYuzEGov+F/qb18r4i7DohCDOfatHaxI2iGlPuC65bwG2gxgO+7DkyL38dRFaRH7RaRAgU6JKL9rMQ== + version "8.31.0" + resolved "https://registry.yarnpkg.com/eslint/-/eslint-8.31.0.tgz#75028e77cbcff102a9feae1d718135931532d524" + integrity sha512-0tQQEVdmPZ1UtUKXjX7EMm9BlgJ08G90IhWh0PKDCb3ZLsgAOHI8fYSIzYVZej92zsgq+ft0FGsxhJ3xo2tbuA== dependencies: - "@eslint/eslintrc" "^1.4.0" + "@eslint/eslintrc" "^1.4.1" "@humanwhocodes/config-array" "^0.11.8" "@humanwhocodes/module-importer" "^1.0.1" "@nodelib/fs.walk" "^1.2.8" @@ -2803,9 +2829,9 @@ fast-levenshtein@^2.0.6, fast-levenshtein@~2.0.6: integrity sha512-DCXu6Ifhqcks7TZKY3Hxp3y6qphY5SJZmrWMDrKcERSOXWQdMhU9Ig/PYrzyw/ul9jOIyh0N4M0tbC5hodg8dw== fastq@^1.6.0: - version "1.14.0" - resolved "https://registry.yarnpkg.com/fastq/-/fastq-1.14.0.tgz#107f69d7295b11e0fccc264e1fc6389f623731ce" - integrity sha512-eR2D+V9/ExcbF9ls441yIuN6TI2ED1Y2ZcA5BmMtJsOkWOFRJQ0Jt0g1UwqXJJVAb+V+umH5Dfr8oh4EVP7VVg== + version "1.15.0" + resolved "https://registry.yarnpkg.com/fastq/-/fastq-1.15.0.tgz#d04d07c6a2a68fe4599fea8d2e103a937fae6b3a" + integrity sha512-wBrocU2LCXXa+lWBt8RoIRD89Fi8OdABODa/kEnyeyjS5aZO5/GNvI5sEINADqP/h8M29UHTHUb53sUu5Ihqdw== dependencies: reusify "^1.0.4" @@ -2865,6 +2891,13 @@ flatted@^3.1.0: resolved "https://registry.yarnpkg.com/flatted/-/flatted-3.2.7.tgz#609f39207cb614b89d0765b477cb2d437fbf9787" integrity sha512-5nqDSxl8nn5BSNxyR3n4I6eDmbolI6WT+QqR547RwxQapgjQBmtktdP+HTBb/a/zLsbzERTONyUB5pefh5TtjQ== +for-each@^0.3.3: + version "0.3.3" + resolved "https://registry.yarnpkg.com/for-each/-/for-each-0.3.3.tgz#69b447e88a0a5d32c3e7084f3f1710034b21376e" + integrity sha512-jqYfLp7mo9vIyQf8ykW2v7A+2N4QjeCeI5+Dz9XraiO1ign81wjiH7Fb9vSOWvQfNtmSa4H2RoQTrrXivdUZmw== + dependencies: + is-callable "^1.1.3" + form-data@^4.0.0: version "4.0.0" resolved "https://registry.yarnpkg.com/form-data/-/form-data-4.0.0.tgz#93919daeaf361ee529584b9b31664dc12c9fa452" @@ -2959,9 +2992,9 @@ get-symbol-description@^1.0.0: get-intrinsic "^1.1.1" get-tsconfig@^4.1.0, get-tsconfig@^4.2.0: - version "4.2.0" - resolved "https://registry.yarnpkg.com/get-tsconfig/-/get-tsconfig-4.2.0.tgz#ff368dd7104dab47bf923404eb93838245c66543" - integrity sha512-X8u8fREiYOE6S8hLbq99PeykTDoLVnxvF4DjWKJmz9xy2nNRdUcV8ZN9tniJFeKyTU3qnC9lL8n4Chd6LmVKHg== + version "4.3.0" + resolved "https://registry.yarnpkg.com/get-tsconfig/-/get-tsconfig-4.3.0.tgz#4c26fae115d1050e836aea65d6fe56b507ee249b" + integrity sha512-YCcF28IqSay3fqpIu5y3Krg/utCBHBeoflkZyHj/QcqI2nrLPC3ZegS9CmIo+hJb8K7aiGsuUl7PwWVjNG2HQQ== glob-parent@^5.1.2, glob-parent@~5.1.2: version "5.1.2" @@ -3024,6 +3057,13 @@ globals@^13.19.0: dependencies: type-fest "^0.20.2" +globalthis@^1.0.3: + version "1.0.3" + resolved "https://registry.yarnpkg.com/globalthis/-/globalthis-1.0.3.tgz#5852882a52b80dc301b0660273e1ed082f0b6ccf" + integrity sha512-sFdI5LyBiNTHjRd7cGPWapiHWMOXKyuBNX/cWJ3NfzrZQVa8GI/8cofCl74AOVqq9W5kNmguTIzJ/1s2gyI9wA== + dependencies: + define-properties "^1.1.3" + globby@^11.1.0: version "11.1.0" resolved "https://registry.yarnpkg.com/globby/-/globby-11.1.0.tgz#bd4be98bb042f83d796f7e3811991fbe82a0d34b" @@ -3070,6 +3110,11 @@ has-property-descriptors@^1.0.0: dependencies: get-intrinsic "^1.1.1" +has-proto@^1.0.1: + version "1.0.1" + resolved "https://registry.yarnpkg.com/has-proto/-/has-proto-1.0.1.tgz#1885c1305538958aff469fef37937c22795408e0" + integrity sha512-7qE+iP+O+bgF9clE5+UoBFzE65mlBiVj3tKCrlNQ0Ogwm0BjpT/gK4SlLYDMybDh5I3TCTKnPPa0oMG7JDYrhg== + has-symbols@^1.0.2, has-symbols@^1.0.3: version "1.0.3" resolved "https://registry.yarnpkg.com/has-symbols/-/has-symbols-1.0.3.tgz#bb7b2c4349251dce87b125f7bdf874aa7c8b39f8" @@ -3178,7 +3223,7 @@ ini@^1.3.4: resolved "https://registry.yarnpkg.com/ini/-/ini-1.3.8.tgz#a29da425b48806f34767a4efce397269af28432c" integrity sha512-JV/yugV2uzW5iMRSiZAyDtQd+nxtUnjeLt0acNdw98kKLrvuRVyB80tsREOE7yvGVgalhZ6RNXCmEHkUKBKxew== -internal-slot@^1.0.3: +internal-slot@^1.0.4: version "1.0.4" resolved "https://registry.yarnpkg.com/internal-slot/-/internal-slot-1.0.4.tgz#8551e7baf74a7a6ba5f749cfb16aa60722f0d6f3" integrity sha512-tA8URYccNzMo94s5MQZgH8NB/XTa6HsOo0MLfXTKKEnHVVdegzaQoFZ7Jp44bdvLvY2waT5dc+j5ICEswhi7UQ== @@ -3199,6 +3244,15 @@ interval-tree-1d@^1.0.0: dependencies: binary-search-bounds "^2.0.0" +is-array-buffer@^3.0.1: + version "3.0.1" + resolved "https://registry.yarnpkg.com/is-array-buffer/-/is-array-buffer-3.0.1.tgz#deb1db4fcae48308d54ef2442706c0393997052a" + integrity sha512-ASfLknmY8Xa2XtB4wmbz13Wu202baeA18cJBCeCy0wXUHZF0IPyVEXqKEcd+t2fNSLLL1vC6k7lxZEojNbISXQ== + dependencies: + call-bind "^1.0.2" + get-intrinsic "^1.1.3" + is-typed-array "^1.1.10" + is-bigint@^1.0.1: version "1.0.4" resolved "https://registry.yarnpkg.com/is-bigint/-/is-bigint-1.0.4.tgz#08147a1875bc2b32005d41ccd8291dffc6691df3" @@ -3228,7 +3282,7 @@ is-builtin-module@^3.2.0: dependencies: builtin-modules "^3.3.0" -is-callable@^1.1.4, is-callable@^1.2.7: +is-callable@^1.1.3, is-callable@^1.1.4, is-callable@^1.2.7: version "1.2.7" resolved "https://registry.yarnpkg.com/is-callable/-/is-callable-1.2.7.tgz#3bc2a85ea742d9e36205dcacdd72ca1fdc51b055" integrity sha512-1BC0BVFhS/p0qtw6enp8e+8OD0UrK0oFLztSjNzhcKA3WDuJxxAPXzPuPtKkjEY9UUoEWlX/8fgKeu2S8i9JTA== @@ -3344,6 +3398,17 @@ is-symbol@^1.0.2, is-symbol@^1.0.3: dependencies: has-symbols "^1.0.2" +is-typed-array@^1.1.10, is-typed-array@^1.1.9: + version "1.1.10" + resolved "https://registry.yarnpkg.com/is-typed-array/-/is-typed-array-1.1.10.tgz#36a5b5cb4189b575d1a3e4b08536bfb485801e3f" + integrity sha512-PJqgEHiWZvMpaFZ3uTc8kHPM4+4ADTlDniuQL7cU/UDA0Ql7F70yGfHph3cLNe+c9toaigv+DFzTJKhc2CtO6A== + dependencies: + available-typed-arrays "^1.0.5" + call-bind "^1.0.2" + for-each "^0.3.3" + gopd "^1.0.1" + has-tostringtag "^1.0.0" + is-unicode-supported@^0.1.0: version "0.1.0" resolved "https://registry.yarnpkg.com/is-unicode-supported/-/is-unicode-supported-0.1.0.tgz#3f26c76a809593b52bfa2ecb5710ed2779b522a7" @@ -3450,10 +3515,10 @@ json-stable-stringify-without-jsonify@^1.0.1: resolved "https://registry.yarnpkg.com/json-stable-stringify-without-jsonify/-/json-stable-stringify-without-jsonify-1.0.1.tgz#9db7b59496ad3f3cfef30a75142d2d930ad72651" integrity sha512-Bdboy+l7tA3OGW6FjyFHWkP5LuByj1Tk33Ljyq0axyzdk9//JSi2u3fP1QSmd1KNwq6VOKYGlAu87CisVir6Pw== -json5@^2.2.1: - version "2.2.2" - resolved "https://registry.yarnpkg.com/json5/-/json5-2.2.2.tgz#64471c5bdcc564c18f7c1d4df2e2297f2457c5ab" - integrity sha512-46Tk9JiOL2z7ytNQWFLpj99RZkVgeHf87yGQKsIkaPz1qSH9UczKH1rO7K3wgRselo0tYMUNfecYpm/p1vC7tQ== +json5@^2.2.2: + version "2.2.3" + resolved "https://registry.yarnpkg.com/json5/-/json5-2.2.3.tgz#78cd6f1a19bdc12b73db5ad0c61efd66c1e29283" + integrity sha512-XmOWe7eyHYH14cLdVPoyg+GOH3rYX++KpzrylJwSW98t3Nk+U8XOl8FWKOgwtzdb8lXGf6zYwDUzeHMWfxasyg== kind-of@^6.0.2: version "6.0.3" @@ -3517,6 +3582,13 @@ lru-cache@^4.1.5: pseudomap "^1.0.2" yallist "^2.1.2" +lru-cache@^5.1.1: + version "5.1.1" + resolved "https://registry.yarnpkg.com/lru-cache/-/lru-cache-5.1.1.tgz#1da27e6710271947695daf6848e847f01d84b920" + integrity sha512-KpNARQA3Iwv+jTA0utUVVbrh+Jlrr1Fv0e56GGzAFOXN7dk/FviaDW8LHmK52DlcH4WP2n6gI8vN1aesBFgo9w== + dependencies: + yallist "^3.0.2" + lru-cache@^6.0.0: version "6.0.0" resolved "https://registry.yarnpkg.com/lru-cache/-/lru-cache-6.0.0.tgz#6d6fe6570ebd96aaf90fcad1dafa3b2566db3a94" @@ -3921,9 +3993,9 @@ pkg-dir@^3.0.0: find-up "^3.0.0" postcss@^8.4.20: - version "8.4.20" - resolved "https://registry.yarnpkg.com/postcss/-/postcss-8.4.20.tgz#64c52f509644cecad8567e949f4081d98349dc56" - integrity sha512-6Q04AXR1212bXr5fh03u8aAwbLxAQNGQ/Q1LNa0VfOI06ZAlhPHtQvE4OIdpj4kLThXilalPnmDSOD65DcHt+g== + version "8.4.21" + resolved "https://registry.yarnpkg.com/postcss/-/postcss-8.4.21.tgz#c639b719a57efc3187b13a1d765675485f4134f4" + integrity sha512-tP7u/Sn/dVxK2NnruI4H9BG+x+Wxz6oeZ1cJ8P6G/PZY0IKk4k/63TDsQf2kQq3+qoJeLm2kIBUNlZe3zgb4Zg== dependencies: nanoid "^3.3.4" picocolors "^1.0.0" @@ -3940,9 +4012,9 @@ prelude-ls@~1.1.2: integrity sha512-ESF23V4SKG6lVSGZgYNpbsiaAkdab6ZgOxe52p7+Kid3W3u3bxR4Vfd/o21dmN7jSt0IwgZ4v5MUd26FEtXE9w== prettier@^2.7.1: - version "2.8.1" - resolved "https://registry.yarnpkg.com/prettier/-/prettier-2.8.1.tgz#4e1fd11c34e2421bc1da9aea9bd8127cd0a35efc" - integrity sha512-lqGoSJBQNJidqCHE80vqZJHWHRFoNYsSpP9AjFhlhi9ODCJA541svILes/+/1GM3VaL/abZi7cpFzOpdR9UPKg== + version "2.8.2" + resolved "https://registry.yarnpkg.com/prettier/-/prettier-2.8.2.tgz#c4ea1b5b454d7c4b59966db2e06ed7eec5dfd160" + integrity sha512-BtRV9BcncDyI2tsuS19zzhzoxD8Dh8LiCx7j7tHzrkz8GFXAexeWFdi22mjE1d16dftH2qNaytVxqiRTGlMfpw== proto-list@~1.2.1: version "1.2.4" @@ -3960,9 +4032,9 @@ psl@^1.1.33: integrity sha512-E/ZsdU4HLs/68gYzgGTkMicWTLPdAftJLfJFlLUAAKZGkStNU72sZjT66SnMDVOfOWY/YAoiD7Jxa9iHvngcag== punycode@^2.1.0, punycode@^2.1.1: - version "2.1.1" - resolved "https://registry.yarnpkg.com/punycode/-/punycode-2.1.1.tgz#b58b010ac40c22c5657616c8d2c2c02c7bf479ec" - integrity sha512-XRsRjdf+j5ml+y/6GKHPZbrF/8p2Yga0JPtdqTIY2Xe5ohJPD9saDJJLPvp9+NSBprVvevdXZybnj2cv8OEd0A== + version "2.2.0" + resolved "https://registry.yarnpkg.com/punycode/-/punycode-2.2.0.tgz#2092cc57cd2582c38e4e7e8bb869dc8d3148bc74" + integrity sha512-LN6QV1IJ9ZhxWTNdktaPClrNfp8xdSAYS0Zk2ddX7XsXZAxckMHPCBcHRo0cTcEIgYPRiGEkmji3Idkh2yFtYw== querystringify@^2.1.1: version "2.2.0" @@ -4101,9 +4173,9 @@ robust-predicates@^3.0.0: integrity sha512-ndEIpszUHiG4HtDsQLeIuMvRsDnn8c8rYStabochtUeCvfuvNptb5TUbVD68LRAILPX7p9nqQGh4xJgn3EHS/g== rollup@^3.7.0: - version "3.7.5" - resolved "https://registry.yarnpkg.com/rollup/-/rollup-3.7.5.tgz#db580f8eda50237b0721ddea301fb981cd992933" - integrity sha512-z0ZbqHBtS/et2EEUKMrAl2CoSdwN7ZPzL17UMiKN9RjjqHShTlv7F9J6ZJZJNREYjBh3TvBrdfjkFDIXFNeuiQ== + version "3.9.1" + resolved "https://registry.yarnpkg.com/rollup/-/rollup-3.9.1.tgz#27501d3d026418765fe379d5620d25954ff2a011" + integrity sha512-GswCYHXftN8ZKGVgQhTFUJB/NBXxrRGgO2NCy6E8s1rwEJ4Q9/VttNqcYfEvx4dTo4j58YqdC3OVztPzlKSX8w== optionalDependencies: fsevents "~2.3.2" @@ -4412,13 +4484,13 @@ tsutils@^3.21.0: tslib "^1.8.1" tsx@^3.8.0: - version "3.12.1" - resolved "https://registry.yarnpkg.com/tsx/-/tsx-3.12.1.tgz#d07532004c573bfea50a4ac687aa7270b3e34277" - integrity sha512-Rcg1x+rNe7qwlP8j7kx4VjP/pJo/V57k+17hlrn6a7FuQLNwkaw5W4JF75tYornNVCxkXdSUnqlIT8JY/ttvIw== + version "3.12.2" + resolved "https://registry.yarnpkg.com/tsx/-/tsx-3.12.2.tgz#1c8a4fa08a97739e6eedf0ad464bd8218e1a64f0" + integrity sha512-ykAEkoBg30RXxeOMVeZwar+JH632dZn9EUJVyJwhfag62k6UO/dIyJEV58YuLF6e5BTdV/qmbQrpkWqjq9cUnQ== dependencies: - "@esbuild-kit/cjs-loader" "^2.4.0" + "@esbuild-kit/cjs-loader" "^2.4.1" "@esbuild-kit/core-utils" "^3.0.0" - "@esbuild-kit/esm-loader" "^2.5.0" + "@esbuild-kit/esm-loader" "^2.5.4" optionalDependencies: fsevents "~2.3.2" @@ -4441,6 +4513,15 @@ type-fest@^0.20.2: resolved "https://registry.yarnpkg.com/type-fest/-/type-fest-0.20.2.tgz#1bf207f4b28f91583666cb5fbd327887301cd5f4" integrity sha512-Ne+eE4r0/iWnpAxD852z3A+N0Bt5RN//NjJwRd2VFHEmrywxf5vsZlh4R6lixl6B+wz/8d+maTSAkN1FIkI3LQ== +typed-array-length@^1.0.4: + version "1.0.4" + resolved "https://registry.yarnpkg.com/typed-array-length/-/typed-array-length-1.0.4.tgz#89d83785e5c4098bec72e08b319651f0eac9c1bb" + integrity sha512-KjZypGq+I/H7HI5HlOoGHkWUUGq+Q0TPhQurLbyrVrvnKTBgzLhIJ7j6J/XTQOi0d1RjyZ0wdas8bKs2p0x3Ng== + dependencies: + call-bind "^1.0.2" + for-each "^0.3.3" + is-typed-array "^1.1.9" + typescript-module-alias@^2.2.9: version "2.2.9" resolved "https://registry.yarnpkg.com/typescript-module-alias/-/typescript-module-alias-2.2.9.tgz#5daedb1419338214fe9cab255c525f483223aa57" @@ -4533,9 +4614,9 @@ v8flags@^3.1.1: homedir-polyfill "^1.0.1" vite@^4.0.0: - version "4.0.2" - resolved "https://registry.yarnpkg.com/vite/-/vite-4.0.2.tgz#909beb07995048fe5a83b35b5e827d79627457c4" - integrity sha512-QJaY3R+tFlTagH0exVqbgkkw45B+/bXVBzF2ZD1KB5Z8RiAoiKo60vSUf6/r4c2Vh9jfGBKM4oBI9b4/1ZJYng== + version "4.0.4" + resolved "https://registry.yarnpkg.com/vite/-/vite-4.0.4.tgz#4612ce0b47bbb233a887a54a4ae0c6e240a0da31" + integrity sha512-xevPU7M8FU0i/80DMR+YhgrzR5KS2ORy1B4xcX/cXLsvnUWvfHuqMmVU6N0YiJ4JWGRJJsLCgjEzKjG9/GKoSw== dependencies: esbuild "^0.16.3" postcss "^8.4.20" @@ -4600,6 +4681,18 @@ which-boxed-primitive@^1.0.2: is-string "^1.0.5" is-symbol "^1.0.3" +which-typed-array@^1.1.9: + version "1.1.9" + resolved "https://registry.yarnpkg.com/which-typed-array/-/which-typed-array-1.1.9.tgz#307cf898025848cf995e795e8423c7f337efbde6" + integrity sha512-w9c4xkx6mPidwp7180ckYWfMmvxpjlZuIudNtDf4N/tTAUB8VJbX25qZoAsrtGuYNnGw3pa0AXgbGKRB8/EceA== + dependencies: + available-typed-arrays "^1.0.5" + call-bind "^1.0.2" + for-each "^0.3.3" + gopd "^1.0.1" + has-tostringtag "^1.0.0" + is-typed-array "^1.1.10" + which@^2.0.1: version "2.0.2" resolved "https://registry.yarnpkg.com/which/-/which-2.0.2.tgz#7c6a8dd0a636a0327e10b59c9286eee93f3f51b1" @@ -4639,9 +4732,9 @@ wrappy@1: integrity sha512-l4Sp/DRseor9wL6EvV2+TuQn63dMkPjZ/sp9XkghTEbV9KlPS1xUsZ3u7/IQO4wxtcFB4bgpQPRcR3QCvezPcQ== ws@^8.11.0: - version "8.11.0" - resolved "https://registry.yarnpkg.com/ws/-/ws-8.11.0.tgz#6a0d36b8edfd9f96d8b25683db2f8d7de6e8e143" - integrity sha512-HPG3wQd9sNQoT9xHyNCXoDUa+Xw/VevmY9FoHyQ+g+rrMn4j6FB4np7Z0OhdTgjx6MgQLK7jwSy1YecU1+4Asg== + version "8.12.0" + resolved "https://registry.yarnpkg.com/ws/-/ws-8.12.0.tgz#485074cc392689da78e1828a9ff23585e06cddd8" + integrity sha512-kU62emKIdKVeEIOIKVegvqpXMSTAMLJozpHZaJNDYqBjzlSYXQGviYwN1osDLJ9av68qHd4a2oSjd7yD4pacig== xml-name-validator@^4.0.0: version "4.0.0" @@ -4663,6 +4756,11 @@ yallist@^2.1.2: resolved "https://registry.yarnpkg.com/yallist/-/yallist-2.1.2.tgz#1c11f9218f076089a47dd512f93c6699a6a81d52" integrity sha512-ncTzHV7NvsQZkYe1DW7cbDLm0YpzHmZF5r/iyP3ZnQtMiJ+pjzisCiMNI+Sj+xQF5pXhSHxSB3uDbsBTzY/c2A== +yallist@^3.0.2: + version "3.1.1" + resolved "https://registry.yarnpkg.com/yallist/-/yallist-3.1.1.tgz#dbb7daf9bfd8bac9ab45ebf602b8cbad0d5d08fd" + integrity sha512-a4UGQaWPH59mOXUYnAG2ewncQS4i4F43Tv3JoAM+s2VDAmS9NsK8GpDMLrCHPksFT7h3K6TOoUNn2pb7RoXx4g== + yallist@^4.0.0: version "4.0.0" resolved "https://registry.yarnpkg.com/yallist/-/yallist-4.0.0.tgz#9bb92790d9c0effec63be73519e11a35019a3a72"