From 0e9105fadc8466a1312c39cd3aa91835717334a4 Mon Sep 17 00:00:00 2001 From: Marcus Fedarko Date: Mon, 11 May 2020 19:58:04 -0700 Subject: [PATCH] Handle categorical colorschemes correctly; add tests for colorer.js; fix a tiny bug (#159) * TST: Add test-colorer.js skeleton #142 #137 * TST: Test that QIIME colorscheme matches Emperor :100: * BUG/ENH: Fix discrete colormaps (close #137) This replaces Colorer.__colorer with Colorer.__colorArray, which is what it sounds like on the tin (an array of hex color codes) :) The downside is that this treats quant. color schemes the same way as discrete color palettes: so these palettes are just looped, rather than being scaled to fit the entire range of items. I'm of the opinion that applying quant. color schemes to discrete data is a bit useless, so I think the next step is adding some sort of button / checkbox / etc. that lets the user select if they want color setting to be done with the looping method (added here) or the scaling method (as was done previously). Will need to think about what provides the best UX (I think these defaults will be better than before, at least). * TST: test discrete colormap construction for #137 * BUG/TST: Fix color precision bug; add tst for RGB 255 instead of 256 for scaling. See new comment in colorer.js for explanation. realized that prettier wasn't being run on test js code, so just pulled that trigger. will commit changes for remaining test-*.js files shortly. * TST: ... actually declare module for colorer tsts WHOOPS didn't realize that keeping that line was important * TST: test getColorHex() annnd I think we're good here! * DOC: finally, redo qzv * MNT: Simplify getColorRGB() significantly Turns out chroma(some color).gl() is a function! dang. * TST: use chroma(color).hex() as expected rather than assuming that chroma(color)'s default repr will be as hex (I think that's a safe assumption, but best not to bake too many assumptions into the tests...) * MNT: Add util.js with naturalSort() Per @ElDeveloper's suggestion in #159 * BUG: utils -> util in module name references oops, that broke the js Ok, TODOs from here are: -Use util.naturalSort() to sort categories, both for coloring AND for placement in the legend (or ideally, just sort once and reuse the results) -If a sequential / diverging colormap is selected, interpolate values analogously to what Emperor does. This will just be "ordinal" for now, so e.g. [1, 2, 3, 4] will result in the same colors assigned as [1, 100, 1000, 10000000] or any other 4-category field. * TST: Port over util.naturalSort tests #159 Includes creating a new test-util.js module. (I imagine we'll probably add more util functions and their tests to util.js + test-util.js in the future.) * BUG: use naturalSort() for all sample categories This could be made more efficient (i.e. only doing the sorting op. once and saving the result rather than doing it in two diff. places) but just wanna get this working for now. Weirdly enough the color stuff seems to be malfunctioning now? I don't think this commit is the cause but I think something on this branch got messed up... I'll check * BUG: Fix funky WebGL coloring bug See test comments for explanation. TLDR: WebGL (or maybe some intermediate utility) misinterprets the opacity component in the color array, which breaks things. ACTUALLY: thinking about it now, I think this bug might actually be due to Empress' code, which mixes up colors and coordinates into a single array when drawing stuff. I bet that that's it -- the "1" is probably interpreted as a coordinate, which is why things look so weird. * DOC: update comments re: cause of prev bug * MNT: Add splitNumericValues() & port Emperor tests * MNT: Move keepUniqueKeys() to util module I assume this function could be useful for other contexts, and porting it to this module should make testing it a bit easier (which will be useful when refactoring it; #147). I haven't actually added tests for this function yet, mostly because I'm having a hard time following it / understanding what it's doing. * ENH: Scale numeric vals for SEQ/DIV colormaps Addresses @ElDeveloper's comments in #159. The code for this is a bit clunky (a lot of logic should be moved out of the Colorer constructor; the alerts happen twice when they should only happen once; tests are broken), but from here on should be ok * MNT: Simplify Colorer obj a lot Rather than creating multiple Colorers for the RGB and Hex stuff, this just creates one Colorer and reuses it for both color formats. This lets us completely do away with Empress._assignColor()! And some other stuff, too. * MNT: Split up Colorer constructor to sep funcs also updated QZV, verified that it seems to work (still need to update colorer tests tho) * TST: Update discrete color palette test * MNT/TST: Test color scaling; bump chroma to v2.1 Turns out that the Chroma.js version we were using here was ~4 years out of date -- I noticed small discrepancies (like, on the order of ~0x01 precision for R/G/B channels of the hex colors) between our Chroma.js and the Chroma.js docs when writing this test. It looks like Chroma.js version 1.3.3 improved precision, which is probably the (main?) cause of the observed discrepancies. I confirmed that updating the version fixed the test errors. This implies that we should bump the Chroma version for Emperor / other libraries using old versions of Chroma also. * TST: add more color scaling tests * TST: Finally, test the new Colorer.getMap funcs * DOC/BUG: Document getMap funcs; minor class thing See getMapHex()'s interior for some details on the change made in this commit * TST/MNT: Defer alert on scaling fail to post tests This is really just kicking the can down the road, but we can do that ad infinitum as needed I guess. (... or we can just bite the bullet and inevitably spend like 10 hours messing with Puppeteer) * DOC: update screenshot now that #137 fixed * BUG: fix inconsistent legend order Needed to slap on a call to naturalSort() in the legend code. It would be best to instead just sort once and pass the sorted list through the chain of code... that's a TODO. (Also testing would help make me more confident about this :) * MNT: Replace "ccm" scaling with "ccwm" scaling So, things are now scaled ordinally. See comments of new function in colorer.js for details. * TST: Update colorer tests re: ordinal scaling chgs * BUG: Update animation to work with new Color API This seems to function as expected, but it would be good to check that this didn't break things * BUG/TST: Fix and test single-value color case Forgot about this. should be good now. * BUG: Put Infinities with words in naturalSort * DOC: update demo QZV to use latest JS from this PR --- docs/moving-pictures/empress-tree.qzv | Bin 560702 -> 565322 bytes docs/moving-pictures/screenshot.png | Bin 165060 -> 156103 bytes empress/support_files/js/animator.js | 15 +- empress/support_files/js/colorer.js | 234 ++++++++++++------ empress/support_files/js/empress.js | 97 +------- empress/support_files/js/legend.js | 12 +- empress/support_files/js/util.js | 121 +++++++++ .../templates/empress-template.html | 7 +- empress/support_files/vendor/chroma.min.js | 89 ++++--- tests/index.html | 19 +- tests/test-colorer.js | 212 ++++++++++++++++ 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The color object uses draws from a range of values defined by - * [min, max] and assigns a color based on where the value falls within the - * range. + * color map. * - * @param{Object} color The color map to draw colors from. - * @param{Object} min The minimum value. - * @param{Object} max The maximum value. + * @param{String} color The color map to draw colors from. + * This should be an id in Colorer.__Colormaps. + * @param{Array} values The values in a metadata field for which colors + * will be generated. * * @return{Colorer} * constructs Colorer */ - function Colorer(color, min, max) { - if (color === Colorer.__QIIME_COLOR) { - this.__colorer = chroma.scale(Colorer.__qiimeDiscrete); + function Colorer(color, values) { + // Remove duplicate values and sort the values sanely + this.sortedUniqueValues = util.naturalSort(_.uniq(values)); + + this.color = color; + + // This object will describe a mapping of unique field values to colors + this.__valueToColor = {}; + + // Figure out what "type" of color map has been selected (should be one + // of discrete, sequential, or diverging) + this.selectedColorMap = _.find(Colorer.__Colormaps, function (cm) { + return cm.id === color; + }); + + // Based on the determined color map type, assign colors accordingly + if (this.selectedColorMap.type === Colorer.DISCRETE) { + this.assignDiscreteColors(); + } else if ( + this.selectedColorMap.type === Colorer.SEQUENTIAL || + this.selectedColorMap.type === Colorer.DIVERGING + ) { + this.assignOrdinalScaledColors(); } else { - this.__colorer = chroma.scale(color); + throw new Error("Invalid color map " + this.color + " specified"); } - this.__colorer.domain([min, max]); } /** - * Returns an rgb array with values in the range of [0,1]. + * Assigns colors from a discrete color palette (specified by this.color) + * for every value in this.sortedUniqueValues. This will populate + * this.__valueToColor with this information. * - * @param{Number} color A number in the range [min,max] + * This will "loop around" as needed in order to generate colors; for + * example, if the color palette has 10 colors and there are 15 elements in + * this.sortedUniqueValues, the last 5 of those 15 elements will be + * assigned the first 5 colors from the color palette. + */ + Colorer.prototype.assignDiscreteColors = function () { + var palette; + if (this.color === Colorer.__QIIME_COLOR) { + palette = Colorer.__qiimeDiscrete; + } else { + palette = chroma.brewer[this.color]; + } + for (var i = 0; i < this.sortedUniqueValues.length; i++) { + var modIndex = i % palette.length; + this.__valueToColor[this.sortedUniqueValues[i]] = palette[modIndex]; + } + }; + + /** + * Assigns colors from a sequential or diverging color palette (specified + * by this.color) for every value in this.sortedUniqueValues. This will + * populate this.__valueToColor with this information. * - * @return{Object} An rgb array + * Note the "ordinal" in the function name. This does not take into account + * the actual magnitudes of numbers in the data -- all that matters is the + * order of the values (and thanks to our use of util.naturalSort() we know + * that values interpretable as numbers will get sorted correctly). + * So, as an example of that, the values [1, 2, 3, 100] will get assigned + * the same colors as [1, 2, 3, 4] or [a, b, 1, 2] or [a, b, c, d]. */ - Colorer.prototype.getColorRGB = function (color) { - return this.__colorer(color) - .rgb() - .map((x) => x / 256); + Colorer.prototype.assignOrdinalScaledColors = function () { + if (this.sortedUniqueValues.length === 1) { + // If there's only 1 unique value, set its color as the first in + // the color map. This matches the behavior of Emperor. + var onlyVal = this.sortedUniqueValues[0]; + this.__valueToColor[onlyVal] = chroma.brewer[this.color][0]; + } else { + // ... Otherwise, do normal interpolation -- the first value gets + // the "first" color in the colormap, the last value gets the + // "last" color in the colormap, and things in between are + // interpolated. Chroma takes care of all of the hard work. + var interpolator = chroma + .scale(chroma.brewer[this.color]) + .domain([0, this.sortedUniqueValues.length - 1]); + + for (var i = 0; i < this.sortedUniqueValues.length; i++) { + var val = this.sortedUniqueValues[i]; + this.__valueToColor[val] = interpolator(i); + } + } }; /** - * Returns an rgb hex string. + * Returns a mapping of unique field values to their corresponding colors, + * where each color is in RGB array format. * - * @param{Number} color A number in the range [min,max] + * @return{Object} rgbMap An object mapping each item in + * this.sortedUniqueValues to its assigned color. Each + * color is represented by an array of [R, G, B], where R, + * G, B are all floats scaled to within the range [0, 1]. + */ + Colorer.prototype.getMapRGB = function () { + return _.mapObject(this.__valueToColor, function (color) { + // chroma(color).gl() returns an array with four components (RGBA + // instead of RGB). The slice() here strips off the final + // (transparency) element, which causes problems with Empress' + // drawing code + return chroma(color).gl().slice(0, 3); + }); + }; + + /** + * Returns a mapping of unique field values to their corresponding colors, + * where each color is in hex format. * - * @return{Object} An rgb hex string + * @return{Object} hexMap An object mapping each item in + * this.sortedUniqueValues to its assigned color. Each + * color is represented by a hex string like "#ff0000". */ - Colorer.prototype.getColorHex = function (color) { - return this.__colorer(color).hex(); + Colorer.prototype.getMapHex = function () { + // Technically we already store colors in hex format, so we could just + // return this.__valueToColor directly. However, JS is "call by + // sharing," so this would allow a user to overwrite the values in the + // returned object and thus mess with the Colorer internals. Hence why + // we return a shallow copy of this.__valueToColor instead (the object + // doesn't include other objects / arrays within it, so this should be + // safe). See https://stackoverflow.com/a/5314911/10730311 for details. + return _.clone(this.__valueToColor); }; /** @@ -74,6 +157,11 @@ define(["chroma"], function (chroma) { } }; + Colorer.DISCRETE = "Discrete"; + Colorer.SEQUENTIAL = "Sequential"; + Colorer.DIVERGING = "Diverging"; + Colorer.HEADER = "Header"; + // taken from the qiime/colors.py module; a total of 24 colors /** @private */ Colorer.__QIIME_COLOR = "discrete-coloring-qiime"; @@ -104,57 +192,61 @@ define(["chroma"], function (chroma) { "#008080", ]; + // This is also the default "nanColor" for Emperor. (We could make this + // configurable if desired.) + Colorer.NANCOLOR = "#64655d"; + // Used to create color select option and chroma.brewer //Modified from: //https://github.com/biocore/emperor/blob/ // 027aa16f1dcf9536cd2dd9c9800ece5fc359ecbc/emperor/ // support_files/js/color-view-controller.js#L573-L613 Colorer.__Colormaps = [ - { name: "-- Discrete --", type: HEADER }, + { name: "-- Discrete --", type: Colorer.HEADER }, { id: "discrete-coloring-qiime", name: "Classic QIIME Colors", - type: DISCRETE, + type: Colorer.DISCRETE, }, - { id: "Paired", name: "Paired", type: DISCRETE }, - { id: "Accent", name: "Accent", type: DISCRETE }, - { id: "Dark2", name: "Dark", type: DISCRETE }, - { id: "Set1", name: "Set1", type: DISCRETE }, - { id: "Set2", name: "Set2", type: DISCRETE }, - { id: "Set3", name: "Set3", type: DISCRETE }, - { id: "Pastel1", name: "Pastel1", type: DISCRETE }, - { id: "Pastel2", name: "Pastel2", type: DISCRETE }, - - { name: "-- Sequential --", type: HEADER }, - { id: "Viridis", name: "Viridis", type: SEQUENTIAL }, - { id: "Reds", name: "Reds", type: SEQUENTIAL }, - { id: "RdPu", name: "Red-Purple", type: SEQUENTIAL }, - { id: "Oranges", name: "Oranges", type: SEQUENTIAL }, - { id: "OrRd", name: "Orange-Red", type: SEQUENTIAL }, - { id: "YlOrBr", name: "Yellow-Orange-Brown", type: SEQUENTIAL }, - { id: "YlOrRd", name: "Yellow-Orange-Red", type: SEQUENTIAL }, - { id: "YlGn", name: "Yellow-Green", type: SEQUENTIAL }, - { id: "YlGnBu", name: "Yellow-Green-Blue", type: SEQUENTIAL }, - { id: "Greens", name: "Greens", type: SEQUENTIAL }, - { id: "GnBu", name: "Green-Blue", type: SEQUENTIAL }, - { id: "Blues", name: "Blues", type: SEQUENTIAL }, - { id: "BuGn", name: "Blue-Green", type: SEQUENTIAL }, - { id: "BuPu", name: "Blue-Purple", type: SEQUENTIAL }, - { id: "Purples", name: "Purples", type: SEQUENTIAL }, - { id: "PuRd", name: "Purple-Red", type: SEQUENTIAL }, - { id: "PuBuGn", name: "Purple-Blue-Green", type: SEQUENTIAL }, - { id: "Greys", name: "Greys", type: SEQUENTIAL }, - - { name: "-- Diverging --", type: HEADER }, - { id: "Spectral", name: "Spectral", type: DIVERGING }, - { id: "RdBu", name: "Red-Blue", type: DIVERGING }, - { id: "RdYlGn", name: "Red-Yellow-Green", type: DIVERGING }, - { id: "RdYlBu", name: "Red-Yellow-Blue", type: DIVERGING }, - { id: "RdGy", name: "Red-Grey", type: DIVERGING }, - { id: "PiYG", name: "Pink-Yellow-Green", type: DIVERGING }, - { id: "BrBG", name: "Brown-Blue-Green", type: DIVERGING }, - { id: "PuOr", name: "Purple-Orange", type: DIVERGING }, - { id: "PRGn", name: "Purple-Green", type: DIVERGING }, + { id: "Paired", name: "Paired", type: Colorer.DISCRETE }, + { id: "Accent", name: "Accent", type: Colorer.DISCRETE }, + { id: "Dark2", name: "Dark", type: Colorer.DISCRETE }, + { id: "Set1", name: "Set1", type: Colorer.DISCRETE }, + { id: "Set2", name: "Set2", type: Colorer.DISCRETE }, + { id: "Set3", name: "Set3", type: Colorer.DISCRETE }, + { id: "Pastel1", name: "Pastel1", type: Colorer.DISCRETE }, + { id: "Pastel2", name: "Pastel2", type: Colorer.DISCRETE }, + + { name: "-- Sequential --", type: Colorer.HEADER }, + { id: "Viridis", name: "Viridis", type: Colorer.SEQUENTIAL }, + { id: "Reds", name: "Reds", type: Colorer.SEQUENTIAL }, + { id: "RdPu", name: "Red-Purple", type: Colorer.SEQUENTIAL }, + { id: "Oranges", name: "Oranges", type: Colorer.SEQUENTIAL }, + { id: "OrRd", name: "Orange-Red", type: Colorer.SEQUENTIAL }, + { id: "YlOrBr", name: "Yellow-Orange-Brown", type: Colorer.SEQUENTIAL }, + { id: "YlOrRd", name: "Yellow-Orange-Red", type: Colorer.SEQUENTIAL }, + { id: "YlGn", name: "Yellow-Green", type: Colorer.SEQUENTIAL }, + { id: "YlGnBu", name: "Yellow-Green-Blue", type: Colorer.SEQUENTIAL }, + { id: "Greens", name: "Greens", type: Colorer.SEQUENTIAL }, + { id: "GnBu", name: "Green-Blue", type: Colorer.SEQUENTIAL }, + { id: "Blues", name: "Blues", type: Colorer.SEQUENTIAL }, + { id: "BuGn", name: "Blue-Green", type: Colorer.SEQUENTIAL }, + { id: "BuPu", name: "Blue-Purple", type: Colorer.SEQUENTIAL }, + { id: "Purples", name: "Purples", type: Colorer.SEQUENTIAL }, + { id: "PuRd", name: "Purple-Red", type: Colorer.SEQUENTIAL }, + { id: "PuBuGn", name: "Purple-Blue-Green", type: Colorer.SEQUENTIAL }, + { id: "Greys", name: "Greys", type: Colorer.SEQUENTIAL }, + + { name: "-- Diverging --", type: Colorer.HEADER }, + { id: "Spectral", name: "Spectral", type: Colorer.DIVERGING }, + { id: "RdBu", name: "Red-Blue", type: Colorer.DIVERGING }, + { id: "RdYlGn", name: "Red-Yellow-Green", type: Colorer.DIVERGING }, + { id: "RdYlBu", name: "Red-Yellow-Blue", type: Colorer.DIVERGING }, + { id: "RdGy", name: "Red-Grey", type: Colorer.DIVERGING }, + { id: "PiYG", name: "Pink-Yellow-Green", type: Colorer.DIVERGING }, + { id: "BrBG", name: "Brown-Blue-Green", type: Colorer.DIVERGING }, + { id: "PuOr", name: "Purple-Orange", type: Colorer.DIVERGING }, + { id: "PRGn", name: "Purple-Green", type: Colorer.DIVERGING }, ]; return Colorer; }); diff --git a/empress/support_files/js/empress.js b/empress/support_files/js/empress.js index 4328c8570..827de052e 100644 --- a/empress/support_files/js/empress.js +++ b/empress/support_files/js/empress.js @@ -1,9 +1,9 @@ -define(["underscore", "Camera", "Drawer", "Colorer", "VectorOps"], function ( - _, +define(["Camera", "Drawer", "Colorer", "VectorOps", "util"], function ( Camera, Drawer, Colorer, - VectorOps + VectorOps, + util ) { // The index position of the color array const RED = 0; @@ -538,79 +538,6 @@ define(["underscore", "Camera", "Drawer", "Colorer", "VectorOps"], function ( return keys; }; - /** - * Remove all non unique keys - * - * @param {Object} keys An object containing multiple lists of keys - * - * @return {Object} A new object with the non unique keys removed - */ - Empress.prototype._keepUniqueKeys = function (keys) { - // get unique keys - var items = Object.keys(keys); - var i; - - // TODO: The current method to get the unique observations - // belonging to each sample category is slow. Refactoring it will lead - // to a nice speed boost. - // https://github.com/biocore/empress/issues/147 - var uniqueKeysArray = _.chain(keys) - .values() - .map(function (item) { - return [...item]; - }) - .flatten() - .groupBy(function (key) { - return key; - }) - .filter(function (key) { - return key.length === 1; - }) - .flatten() - .value(); - var uniqueKeys = new Set(uniqueKeysArray); - var hasKey = function (key) { - return uniqueKeys.has(key); - }; - - // get the unique keys in each item - var result = {}; - items = Object.keys(keys); - for (i = 0; i < items.length; i++) { - var itemKeys = [...keys[items[i]]]; - result[items[i]] = _.filter(itemKeys, hasKey); - } - - return result; - }; - - /** - * Creates a color map for each categoy in items - * - * @param {Array} items List of categories - * @param {String} color The chroma color map to use - * @param {Boolean} rbg if true then a webGL color map will be created - * if false then a javascript color map will be created - * - * @return {Object} A color map that uses the categories in items as keys - */ - Empress.prototype._assignColor = function (items, color, forWebGl) { - // create color brewer - var colorer = new Colorer(color, 0, Math.pow(2, items.length)); - var colorFunction = forWebGl ? "getColorRGB" : "getColorHex"; - var colorBlockSize = Math.pow(2, items.length) / items.length; - - var cm = {}; - for (var i = 0; i < items.length; i++) { - var item = items[i]; - cm[item] = { - color: colorer[colorFunction](i * colorBlockSize), - }; - } - - return cm; - }; - /** * Color the tree using sample data * @@ -622,8 +549,7 @@ define(["underscore", "Camera", "Drawer", "Colorer", "VectorOps"], function ( Empress.prototype.colorBySampleCat = function (cat, color) { var tree = this._tree; var obs = this._biom.getObsBy(cat); - var categories = Object.keys(obs); - categories.sort(); + var categories = util.naturalSort(Object.keys(obs)); // shared by the following for loops var i, j, category; @@ -635,10 +561,11 @@ define(["underscore", "Camera", "Drawer", "Colorer", "VectorOps"], function ( } // assign colors to categories - var cm = this._assignColor(categories, color, true); - - // legend key - var keyInfo = this._assignColor(categories, color, false); + var colorer = new Colorer(color, categories); + // colors for drawing the tree + var cm = colorer.getMapRGB(); + // colors for the legend + var keyInfo = colorer.getMapHex(); // assign internal nodes to approperiate category based on its children obs = this._projectObservations(obs); @@ -678,7 +605,7 @@ define(["underscore", "Camera", "Drawer", "Colorer", "VectorOps"], function ( } } } - obs = this._keepUniqueKeys(obs); + obs = util.keepUniqueKeys(obs); return obs; }; @@ -689,7 +616,7 @@ define(["underscore", "Camera", "Drawer", "Colorer", "VectorOps"], function ( * @param{Object} cm The mapping from sample category to color. */ Empress.prototype._colorTree = function (obs, cm) { - var categories = Object.keys(obs); + var categories = util.naturalSort(Object.keys(obs)); // color tree for (var i = 0; i < categories.length; i++) { category = categories[i]; @@ -697,7 +624,7 @@ define(["underscore", "Camera", "Drawer", "Colorer", "VectorOps"], function ( for (var j = 0; j < keys.length; j++) { var key = keys[j]; - this._treeData[key].color = cm[category].color; + this._treeData[key].color = cm[category]; this._treeData[key].sampleColored = true; } } diff --git a/empress/support_files/js/legend.js b/empress/support_files/js/legend.js index 6beada0cf..397a88059 100644 --- a/empress/support_files/js/legend.js +++ b/empress/support_files/js/legend.js @@ -1,4 +1,4 @@ -define([], function () { +define(["underscore", "util"], function (_, util) { function Legend(tip, node, clade) { this.__tipLeg = tip; this.__nodeLeg = node; @@ -76,7 +76,8 @@ define([], function () { let key; let category = container.innerText; let i = 0; - for (key in info) { + let sortedCategories = util.naturalSort(Object.keys(info)); + _.each(sortedCategories, function (key) { // create key container let div = document.createElement("div"); div.classList.add("gradient-bar"); @@ -84,10 +85,7 @@ define([], function () { // color gradient let component = document.createElement("div"); component.classList.add("category-color"); - component.setAttribute( - "style", - "background: " + info[key].color + ";" - ); + component.setAttribute("style", "background: " + info[key] + ";"); div.appendChild(component); // label @@ -101,7 +99,7 @@ define([], function () { // old method was not correct. container.appendChild(div); - } + }); }; /** diff --git a/empress/support_files/js/util.js b/empress/support_files/js/util.js new file mode 100644 index 000000000..03180b021 --- /dev/null +++ b/empress/support_files/js/util.js @@ -0,0 +1,121 @@ +define(["underscore"], function (_) { + /** + * Remove all non unique keys + * + * @param {Object} keys An object containing multiple lists of keys + * + * @return {Object} A new object with the non unique keys removed + */ + function keepUniqueKeys(keys) { + // get unique keys + var items = Object.keys(keys); + var i; + + // TODO: The current method to get the unique observations + // belonging to each sample category is slow. Refactoring it will lead + // to a nice speed boost. + // https://github.com/biocore/empress/issues/147 + var uniqueKeysArray = _.chain(keys) + .values() + .map(function (item) { + return [...item]; + }) + .flatten() + .groupBy(function (key) { + return key; + }) + .filter(function (key) { + return key.length === 1; + }) + .flatten() + .value(); + var uniqueKeys = new Set(uniqueKeysArray); + var hasKey = function (key) { + return uniqueKeys.has(key); + }; + + // get the unique keys in each item + var result = {}; + items = Object.keys(keys); + for (i = 0; i < items.length; i++) { + var itemKeys = [...keys[items[i]]]; + result[items[i]] = _.filter(itemKeys, hasKey); + } + + return result; + } + + /** + * Sorting function that deals with alpha and numeric elements. + * + * This function was taken from Emperor's code: + * https://github.com/biocore/emperor/blob/659b62a9f02a6423b6258c814d0e83dbfd05220e/emperor/support_files/js/util.js#L12 + * + * @param {String[]} list A list of strings to sort + * + * @return {String[]} The sorted list of strings + * @function naturalSort + */ + function naturalSort(list) { + var numericPart = [], + alphaPart = [], + result = []; + + // separate the numeric and the alpha elements of the array + // Note that NaN and +/- Infinity are not considered numeric elements + for (var index = 0; index < list.length; index++) { + if ( + isNaN(parseFloat(list[index])) || + !isFinite(parseFloat(list[index])) + ) { + alphaPart.push(list[index]); + } else { + numericPart.push(list[index]); + } + } + + // ignore casing of the strings, taken from: + // http://stackoverflow.com/a/9645447/379593 + alphaPart.sort(function (a, b) { + return a.toLowerCase().localeCompare(b.toLowerCase()); + }); + + // sort in ascending order + numericPart.sort(function (a, b) { + return parseFloat(a) - parseFloat(b); + }); + + return result.concat(alphaPart, numericPart); + } + + /** + * Split list of string values into numeric and non-numeric values + * + * This function was taken from Emperor's code: + * https://github.com/biocore/emperor/blob/659b62a9f02a6423b6258c814d0e83dbfd05220e/emperor/support_files/js/util.js#L99 + * + * @param {String[]} values The values to check + * @return {Object} Object with two keys, `numeric` and `nonNumeric`. + * `numeric` holds an array of all numeric values found. `nonNumeric` holds + * an array of the remaining values. + */ + function splitNumericValues(values) { + var numeric = []; + var nonNumeric = []; + _.each(values, function (element) { + // http://stackoverflow.com/a/9716488 + if (!isNaN(parseFloat(element)) && isFinite(element)) { + numeric.push(element); + } else { + nonNumeric.push(element); + } + }); + return { numeric: numeric, nonNumeric: nonNumeric }; + } + + return { + keepUniqueKeys: keepUniqueKeys, + naturalSort: naturalSort, + splitNumericValues: splitNumericValues, + }; +}); diff --git a/empress/support_files/templates/empress-template.html b/empress/support_files/templates/empress-template.html index f3838e0a5..ec2187ab0 100644 --- a/empress/support_files/templates/empress-template.html +++ b/empress/support_files/templates/empress-template.html @@ -76,17 +76,18 @@ 'Legend' : './js/legend', 'Colorer' : './js/colorer', 'VectorOps' : './js/vector-ops', - 'SummaryHelper' : './js/summary-helper' + 'SummaryHelper' : './js/summary-helper', + 'util' : './js/util' } }); empressRequire(['jquery', 'glMatrix', 'chroma', 'underscore', 'ByteArray', 'BPTree', 'Camera', 'Drawer', 'SidePanel', 'AnimationPanel', 'Animator', 'BIOMTable', 'Empress', 'Legend', 'Colorer', - 'VectorOps', 'SummaryHelper'], + 'VectorOps', 'SummaryHelper', 'util'], function($, gl, chroma, underscore, ByteArray, BPTree, Camera, Drawer, SidePanel, AnimationPanel, Animator, BIOMTable, Empress, Legend, - Colorer, VectorOps, SummaryHelper) { + Colorer, VectorOps, SummaryHelper, util) { // initialze the tree and model var tArr = new Uint8Array({{ tree }}); var tree = new BPTree(tArr, {{ names }}); diff --git a/empress/support_files/vendor/chroma.min.js b/empress/support_files/vendor/chroma.min.js index cad36c118..93cac5044 100644 --- a/empress/support_files/vendor/chroma.min.js +++ b/empress/support_files/vendor/chroma.min.js @@ -1,33 +1,58 @@ -/* -chroma.js - JavaScript library for color conversions +/** + * chroma.js - JavaScript library for color conversions + * + * Copyright (c) 2011-2019, Gregor Aisch + * All rights reserved. + * + * Redistribution and use in source and binary forms, with or without + * modification, are permitted provided that the following conditions are met: + * + * 1. Redistributions of source code must retain the above copyright notice, this + * list of conditions and the following disclaimer. + * + * 2. Redistributions in binary form must reproduce the above copyright notice, + * this list of conditions and the following disclaimer in the documentation + * and/or other materials provided with the distribution. + * + * 3. The name Gregor Aisch may not be used to endorse or promote products + * derived from this software without specific prior written permission. + * + * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" + * AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE + * IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE + * DISCLAIMED. IN NO EVENT SHALL GREGOR AISCH OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, + * INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, + * BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, + * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY + * OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING + * NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, + * EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + * + * ------------------------------------------------------- + * + * chroma.js includes colors from colorbrewer2.org, which are released under + * the following license: + * + * Copyright (c) 2002 Cynthia Brewer, Mark Harrower, + * and The Pennsylvania State University. + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, + * either express or implied. See the License for the specific + * language governing permissions and limitations under the License. + * + * ------------------------------------------------------ + * + * Named colors are taken from X11 Color Names. + * http://www.w3.org/TR/css3-color/#svg-color + * + * @preserve + */ -Copyright (c) 2011-2015, Gregor Aisch -All rights reserved. - -Redistribution and use in source and binary forms, with or without -modification, are permitted provided that the following conditions are met: - -1. Redistributions of source code must retain the above copyright notice, this - list of conditions and the following disclaimer. - -2. Redistributions in binary form must reproduce the above copyright notice, - this list of conditions and the following disclaimer in the documentation - and/or other materials provided with the distribution. - -3. The name Gregor Aisch may not be used to endorse or promote products - derived from this software without specific prior written permission. - -THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" -AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE -IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE -DISCLAIMED. IN NO EVENT SHALL GREGOR AISCH OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, -INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, -BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, -DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY -OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING -NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, -EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. - -*/ -(function(){var a,b,c,d,e,f,g,h,i,j,k,l,m,n,o,p,q,r,s,t,u,v,w,x,y,z,A,B,C,D,E,F,G,H,I,J,K,L,M,N,O,P,Q,R,S,T,U,V,W,X,Y,Z,$,_,aa,ba,ca,da,ea,fa,ga,ha,ia,ja,ka,la,ma,na,oa,pa,qa,ra,sa,ta,ua,va,wa,xa,ya,za=[].slice;ua=function(){var a,b,c,d,e;for(a={},e="Boolean Number String Function Array Date RegExp Undefined Null".split(" "),d=0,b=e.length;b>d;d++)c=e[d],a["[object "+c+"]"]=c.toLowerCase();return function(b){var c;return 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"#f79679", + "#7da9d8", + "#fcc688", + "#80c99b", + "#a287bf", + "#fff899", + "#c49c6b", + "#c0c0c0", + "#ed008a", + "#00b6ff", + "#a54700", + "#808000", + "#008080", + ]; + for (var i = 0; i < exp_qiime_colors.length; i++) { + equal(Colorer.__qiimeDiscrete[i], exp_qiime_colors[i]); + } + }); + test("Test construction with all discrete color maps", function () { + // Generate an array with 100 unique elements + var hundredEles = []; + _.times(100, function(n) { hundredEles.push(String(n)); }); + var discreteColorCount = 0; + var colorer; + var palette; + var c; + for (var i = 0; i < Colorer.__Colormaps.length; i++) { + if (Colorer.__Colormaps[i].type === Colorer.DISCRETE) { + cid = Colorer.__Colormaps[i].id; + var colorer = new Colorer(cid, hundredEles); + var palette; + if (cid === Colorer.__QIIME_COLOR) { + palette = Colorer.__qiimeDiscrete; + } else { + palette = chroma.brewer[cid]; + } + for (c = 0; c < 100; c++) { + // Check that the "looping" is done properly + equal( + colorer.__valueToColor[hundredEles[c]], + palette[c % palette.length] + ); + } + discreteColorCount++; + } + } + // Sanity check: make sure we actually tested the expected number + // of discrete color maps (if not, we have a problem) + equal(discreteColorCount, 9); + }); + test("Test construction with a seq. color map and all numeric values", function () { + var eles = ["5", "2", "3", "1", "4", "-5"]; + var colorer = new Colorer("Reds", eles); + // Test extreme values + equal(colorer.__valueToColor["-5"], "#fff5f0"); + equal(colorer.__valueToColor["5"], "#67000d"); + // Test intermediate values + equal(colorer.__valueToColor["1"], "#fdcab5"); + equal(colorer.__valueToColor["2"], "#fc8a6a"); + equal(colorer.__valueToColor["3"], "#f14432"); + equal(colorer.__valueToColor["4"], "#bc141a"); + }); + test("Test construction with a seq. color map and numeric + non-numeric values", function() { + var eles = [ + "1", "2", "3", "10", "4", "5", "invalidlol", "nan", "NaN", + "Infinity", "-Infinity", " " + ]; + var colorer = new Colorer("Viridis", eles); + var sortedEles = util.naturalSort(eles); + var interpolator = chroma + .scale(chroma.brewer.Viridis) + .domain([0, sortedEles.length - 1]); + for (var i = 0; i < sortedEles.length; i++) { + var val = sortedEles[i]; + equal(colorer.__valueToColor[val].hex(), interpolator(i).hex()); + } + }); + test("Test construction with a div. color map and all numeric values", function () { + // Mostly same as the sequential + all numeric values test above, + // but just with a Colorer.DIVERGING color map. Verifies that both + // "types" of color maps are treated analogously. + var eles = ["5", "2", "3", "1", "4", "-5"]; + var colorer = new Colorer("PiYG", eles); + // Test extreme numeric values + equal(colorer.__valueToColor["-5"], "#8e0152"); + equal(colorer.__valueToColor["5"], "#276419"); + // Test intermediate numeric values + equal(colorer.__valueToColor["1"], "#de77ae"); + equal(colorer.__valueToColor["2"], "#fde0ef"); + equal(colorer.__valueToColor["3"], "#e6f5d0"); + equal(colorer.__valueToColor["4"], "#7fbc41"); + }); + test("Test Colorer.getMapRGB()", function () { + var eles = ["abc", "def", "ghi"]; + var dark2palette = [ + "#1b9e77", + "#d95f02", + "#7570b3", + "#e7298a", + "#66a61e", + "#e6ab02", + "#a6761d", + "#666666", + ]; + c = new Colorer("Dark2", eles); + var rgbMap = c.getMapRGB(); + for (var i = 0; i < 3; i++) { + var expRGB = chroma( + dark2palette[i % dark2palette.length] + ).rgb(); + // Convert expRGB from an array of 3 numbers in the range + // [0, 255] to an array of 3 numbers in the range [0, 1] scaled + // proportionally. + var scaledExpRGB = expRGB.map(function (x) { + return x / 255; + }); + var obsRGB = rgbMap[eles[i]]; + // Check that individual R/G/B components are correct + for (var v = 0; v < 3; v++) { + equal(obsRGB[v], scaledExpRGB[v]); + } + } + }); + test("Test Colorer.getMapHex()", function () { + var eles = ["abc", "def", "ghi"]; + // Analogous to the getColorRGB() test above but simpler + var dark2palette = [ + "#1b9e77", + "#d95f02", + "#7570b3", + "#e7298a", + "#66a61e", + "#e6ab02", + "#a6761d", + "#666666", + ]; + c = new Colorer("Dark2", eles); + var hexMap = c.getMapHex(); + equal(hexMap["abc"], dark2palette[0]); + equal(hexMap["def"], dark2palette[1]); + equal(hexMap["ghi"], dark2palette[2]); + }); + test("Test using a discrete color map and a single value", function () { + var colorer = new Colorer("Set1", ["abc"]); + equal(colorer.__valueToColor["abc"], "#e41a1c"); + + rgbmap = colorer.getMapRGB(); + equal(_.keys(rgbmap).length, 1); + equal(_.keys(rgbmap)[0], "abc"); + // Hack to check that the values here are approximately right. + // See https://stackoverflow.com/a/12830454/10730311 for details. + equal(rgbmap["abc"][0].toFixed(2), 0.89); + equal(rgbmap["abc"][1].toFixed(2), 0.10); + equal(rgbmap["abc"][2].toFixed(2), 0.11); + + hexmap = colorer.getMapHex(); + equal(_.keys(hexmap).length, 1); + equal(_.keys(hexmap)[0], "abc"); + equal(hexmap["abc"], "#e41a1c"); + }); + test("Test using a sequential color map and a single value", function () { + var colorer = new Colorer("Viridis", ["abc"]); + // The first value in the color map (for viridis, dark purple) + // should be used. This is also what Emperor does: see + // https://github.com/biocore/emperor/blob/023b6ecb761c31cd7f60a2e38e418d71199eb4e1/emperor/support_files/js/color-view-controller.js#L309-L313 + equal(colorer.__valueToColor["abc"], "#440154"); + + rgbmap = colorer.getMapRGB(); + equal(_.keys(rgbmap).length, 1); + equal(_.keys(rgbmap)[0], "abc"); + equal(rgbmap["abc"][0].toFixed(2), 0.27); + equal(rgbmap["abc"][1].toFixed(2), 0.00); + equal(rgbmap["abc"][2].toFixed(2), 0.33); + + hexmap = colorer.getMapHex(); + equal(_.keys(hexmap).length, 1); + equal(_.keys(hexmap)[0], "abc"); + equal(hexmap["abc"], "#440154"); + }); + }); +}); diff --git a/tests/test-util.js b/tests/test-util.js new file mode 100644 index 000000000..e1c5c7759 --- /dev/null +++ b/tests/test-util.js @@ -0,0 +1,205 @@ +require(["jquery", "util"], function ($, util) { + $(document).ready(function () { + module("Utilities"); + /** + * Test that elements in the list are sorted correctly when only words are + * contained. + * + * This test was taken from Emperor: + * https://github.com/biocore/emperor/blob/659b62a9f02a6423b6258c814d0e83dbfd05220e/tests/javascript_tests/test_util.js + */ + test("Test naturalSort with words only", function () { + var res, elements; + + elements = ["foo", "Bar", "BAZ", "duck", "duck", "go"]; + res = util.naturalSort(elements); + deepEqual( + res, + ["Bar", "BAZ", "duck", "duck", "foo", "go"], + "Array is sorted correctly" + ); + + elements = ["foo", "foo", "FOO", "FoO", "FOOOO", "fOO"]; + res = util.naturalSort(elements); + deepEqual( + res, + ["foo", "foo", "FOO", "FoO", "fOO", "FOOOO"], + "Array " + "is sorted correctly" + ); + + elements = ["a", "c", "X", "Y", "Z", "y"]; + res = util.naturalSort(elements); + deepEqual( + res, + ["a", "c", "X", "Y", "y", "Z"], + "Array is sorted " + "correctly" + ); + }); + + /** + * Test that elements in the list are sorted correctly when only numbers + * are contained. + * + * This test was taken from Emperor: + * https://github.com/biocore/emperor/blob/659b62a9f02a6423b6258c814d0e83dbfd05220e/tests/javascript_tests/test_util.js + */ + test("Test naturalSort with numbers only", function () { + var res, elements; + + elements = ["8", "7", "3", "2", "1", "0"]; + res = util.naturalSort(elements); + deepEqual( + res, + ["0", "1", "2", "3", "7", "8"], + "Array is " + "sorted correctly" + ); + + elements = ["1", "2", "3", "4", "5", "0"]; + res = util.naturalSort(elements); + deepEqual( + res, + ["0", "1", "2", "3", "4", "5"], + "Array is " + "sorted correctly" + ); + + elements = ["-100", "0", "-0", "-200", "100", "100.001"]; + res = util.naturalSort(elements); + deepEqual( + res, + ["-200", "-100", "0", "-0", "100", "100.001"], + "Array is sorted correctly" + ); + }); + + /** + * Test that elements in the list are sorted correctly when there's a + * mixture of numbers and words. + * + * This test was taken from Emperor: + * https://github.com/biocore/emperor/blob/659b62a9f02a6423b6258c814d0e83dbfd05220e/tests/javascript_tests/test_util.js + */ + test("Test naturalSort with numbers and words", function () { + var res, elements; + + elements = ["foo", "7", "bar", "2", "baz", "0"]; + res = util.naturalSort(elements); + deepEqual( + res, + ["bar", "baz", "foo", "0", "2", "7"], + "Array is sorted " + "correctly" + ); + + elements = ["Foo", "floo", "BAAARR", "-1", "2", "0"]; + res = util.naturalSort(elements); + deepEqual( + res, + ["BAAARR", "floo", "Foo", "-1", "0", "2"], + "Array is " + "sorted correctly" + ); + + elements = ["lorem", "ipsum", "boom.mooo", "-2.345563353", "-2.4"]; + res = util.naturalSort(elements); + deepEqual( + res, + ["boom.mooo", "ipsum", "lorem", "-2.4", "-2.345563353"], + "Array is sorted correctly" + ); + }); + + test("Test that naturalSort doesn't treat Infinity / NaN as numbers", function () { + var eles = [ + "1", + "2", + "3", + "10", + "4", + "5", + "invalid", + "nan", + "NaN", + "Infinity", + "-Infinity", + " ", + "zzz", + ]; + res = util.naturalSort(eles); + deepEqual(res, [ + " ", + "-Infinity", + "Infinity", + "invalid", + "nan", + "NaN", + "zzz", + "1", + "2", + "3", + "4", + "5", + "10", + ]); + }); + + /** + * Tests the splitNumericValues() utility function. + * + * This test was taken from Emperor: + * https://github.com/biocore/emperor/blob/659b62a9f02a6423b6258c814d0e83dbfd05220e/tests/javascript_tests/test_util.js + * */ + test("Test splitNumericValues", function () { + var values = [ + "1.112", + "stringvalue", + "", + "Other String Value", + "-2.2", + "4", + null, + undefined, + NaN, + Infinity, + -Infinity, + 0, + [], + ["string", 1.0], + [1.0, "string"], + {}, + { key: "val" }, + ]; + var numeric = ["1.112", "-2.2", "4", 0]; + var nonNumeric = [ + "stringvalue", + "", + "Other String Value", + null, + undefined, + NaN, + Infinity, + -Infinity, + [], + ["string", 1.0], + [1.0, "string"], + {}, + { key: "val" }, + ]; + + var split = util.splitNumericValues(values); + deepEqual(split.numeric, numeric); + deepEqual(split.nonNumeric, nonNumeric); + + split = util.splitNumericValues(["+1", "0", "foo", "-1", "boaty"]); + deepEqual(split.numeric, ["+1", "0", "-1"]); + deepEqual(split.nonNumeric, ["foo", "boaty"]); + + split = util.splitNumericValues([ + "1.0", + "0.0.0", + "0.0", + "-3.0", + "boaty", + ]); + deepEqual(split.numeric, ["1.0", "0.0", "-3.0"]); + deepEqual(split.nonNumeric, ["0.0.0", "boaty"]); + }); + }); +});