t-viSNE: Interactive Assessment and Interpretation of t-SNE Projections https://doi.org/10.1109/TVCG.2020.2986996
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t-viSNE/modules/d3-legend/src/legend.js

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module.exports = {
d3_identity: function (d) {
return d;
},
d3_mergeLabels: function (gen, labels) {
if(labels.length === 0) return gen;
gen = (gen) ? gen : [];
var i = labels.length;
for (; i < gen.length; i++) {
labels.push(gen[i]);
}
return labels;
},
d3_linearLegend: function (scale, cells, labelFormat) {
var data = [];
if (cells.length > 1){
data = cells;
} else {
var domain = scale.domain(),
increment = (domain[domain.length - 1] - domain[0])/(cells - 1),
i = 0;
for (; i < cells; i++){
data.push(domain[0] + i*increment);
}
}
var labels = data.map(labelFormat);
return {data: data,
labels: labels,
feature: function(d){ return scale(d); }};
},
d3_quantLegend: function (scale, labelFormat, labelDelimiter) {
var labels = scale.range().map(function(d){
var invert = scale.invertExtent(d),
a = labelFormat(invert[0]),
b = labelFormat(invert[1]);
// if (( (a) && (a.isNan()) && b){
// console.log("in initial statement")
return labelFormat(invert[0]) + " " + labelDelimiter + " " + labelFormat(invert[1]);
// } else if (a || b) {
// console.log('in else statement')
// return (a) ? a : b;
// }
});
return {data: scale.range(),
labels: labels,
feature: this.d3_identity
};
},
d3_ordinalLegend: function (scale) {
return {data: scale.domain(),
labels: scale.domain(),
feature: function(d){ return scale(d); }};
},
d3_drawShapes: function (shape, shapes, shapeHeight, shapeWidth, shapeRadius, path) {
if (shape === "rect"){
shapes.attr("height", shapeHeight).attr("width", shapeWidth);
} else if (shape === "circle") {
shapes.attr("r", shapeRadius)//.attr("cx", shapeRadius).attr("cy", shapeRadius);
} else if (shape === "line") {
shapes.attr("x1", 0).attr("x2", shapeWidth).attr("y1", 0).attr("y2", 0);
} else if (shape === "path") {
shapes.attr("d", path);
}
},
d3_addText: function (svg, enter, labels, classPrefix){
enter.append("text").attr("class", classPrefix + "label");
svg.selectAll("g." + classPrefix + "cell text." + classPrefix + "label")
.data(labels).text(this.d3_identity);
},
d3_calcType: function (scale, ascending, cells, labels, labelFormat, labelDelimiter){
var type = scale.ticks ?
this.d3_linearLegend(scale, cells, labelFormat) : scale.invertExtent ?
this.d3_quantLegend(scale, labelFormat, labelDelimiter) : this.d3_ordinalLegend(scale);
type.labels = this.d3_mergeLabels(type.labels, labels);
if (ascending) {
type.labels = this.d3_reverse(type.labels);
type.data = this.d3_reverse(type.data);
}
return type;
},
d3_reverse: function(arr) {
var mirror = [];
for (var i = 0, l = arr.length; i < l; i++) {
mirror[i] = arr[l-i-1];
}
return mirror;
},
d3_placement: function (orient, cell, cellTrans, text, textTrans, labelAlign) {
cell.attr("transform", cellTrans);
text.attr("transform", textTrans);
if (orient === "horizontal"){
text.style("text-anchor", labelAlign);
}
},
d3_addEvents: function(cells, dispatcher){
var _ = this;
cells.on("mouseover.legend", function (d) { _.d3_cellOver(dispatcher, d, this); })
.on("mouseout.legend", function (d) { _.d3_cellOut(dispatcher, d, this); })
.on("click.legend", function (d) { _.d3_cellClick(dispatcher, d, this); });
},
d3_cellOver: function(cellDispatcher, d, obj){
cellDispatcher.cellover.call(obj, d);
},
d3_cellOut: function(cellDispatcher, d, obj){
cellDispatcher.cellout.call(obj, d);
},
d3_cellClick: function(cellDispatcher, d, obj){
cellDispatcher.cellclick.call(obj, d);
},
d3_title: function(svg, cellsSvg, title, classPrefix){
if (title !== ""){
var titleText = svg.selectAll('text.' + classPrefix + 'legendTitle');
titleText.data([title])
.enter()
.append('text')
.attr('class', classPrefix + 'legendTitle');
svg.selectAll('text.' + classPrefix + 'legendTitle')
.text(title)
var yOffset = svg.select('.' + classPrefix + 'legendTitle')
.map(function(d) { return d[0].getBBox().height})[0],
xOffset = -cellsSvg.map(function(d) { return d[0].getBBox().x})[0];
cellsSvg.attr('transform', 'translate(' + xOffset + ',' + (yOffset + 10) + ')');
}
}
}