我有以下工作代码。它接收输入数据并根据threshold
显示直方图。
"use strict";
var histograms,
thresholds = [];
var input_data = [{
"threshold": 1.5,
"histograms": [{
"sample": "Sample1",
"values": [{
"score": 6.7530200000000002,
"celltype": "Bcells"
}, {
"score": 11.432763461538459,
"celltype": "DendriticCells"
}, {
"score": 25.823089615384621,
"celltype": "Macrophages"
}, {
"score": 9.9911211538461551,
"celltype": "gdTCells"
}, {
"score": 7.817228076923076,
"celltype": "StemCells"
}, {
"score": 17.482806923076922,
"celltype": "StromalCells"
}, {
"score": 29.335427692307697,
"celltype": "Monocytes"
}, {
"score": 28.914959615384621,
"celltype": "Neutrophils"
}, {
"score": 13.818888461538467,
"celltype": "NKCells"
}, {
"score": 9.5030688461538464,
"celltype": "abTcells"
}]
}]
}, {
"threshold": 2,
"histograms": [{
"sample": "Sample1",
"values": [{
"score": 5.1335499999999996,
"celltype": "Bcells"
}, {
"score": 16.076072499999999,
"celltype": "DendriticCells"
}, {
"score": 46.182032499999998,
"celltype": "Macrophages"
}, {
"score": 6.5895700000000001,
"celltype": "gdTCells"
}, {
"score": 5.3218800000000002,
"celltype": "StemCells"
}, {
"score": 53.643625,
"celltype": "StromalCells"
}, {
"score": 85.1618225,
"celltype": "Monocytes"
}, {
"score": 55.559129999999996,
"celltype": "Neutrophils"
}, {
"score": 7.6717524999999984,
"celltype": "NKCells"
}, {
"score": 6.3277800000000006,
"celltype": "abTcells"
}]
}]
}];
processData(input_data);
function processData(data) {
histograms = data[0].histograms.map(function(data) {
return {
title: data.sample,
dataset: new Plottable.Dataset(),
dataByThreshold: {},
load: function(threshold) {
this.dataset.data(this.dataByThreshold[threshold]);
}
};
});
data.forEach(function(data) {
var threshold = data.threshold;
thresholds.push(threshold);
data.histograms.forEach(function(histogram, i) {
histograms[i].dataByThreshold[threshold] = histogram.values;
});
});
// Here we generalize the slide bar maximum threshold
$('#threshold').attr('max', thresholds.length - 1);
updateDatasets(thresholds[0]);
buildPlots();
updateThreshold();
}
$('#threshold').change(updateThreshold);
function updateThreshold() {
// This is where the user input updating slider
// takes place and where the QTIP is in action.
var thresholdIndex = parseInt($('#threshold').val(), 10);
$("#foldchange_threshold").html(thresholds[thresholdIndex]);
updateDatasets(thresholds[thresholdIndex]);
$(".tooltipped rect").qtip({
overwrite: true,
position: {
my: "bottom middle",
at: "top middle"
},
style: {
classes: "qtip-light"
}
});
}
function updateDatasets(threshold) {
histograms.forEach(function(histogram) {
histogram.load(threshold);
});
}
function buildPlots() {
var $histogramContainer = $('#sample-histograms');
histograms.forEach(function(histogram, index) {
var elementId = "sample-histogram-" + index;
$(document.createElementNS('http://www.w3.org/2000/svg', 'svg'))
.css({
width: '200px',
height: '200px',
display: 'inline-block'
})
.attr('id', elementId)
.appendTo($histogramContainer);
plotSampleHistogram(histogram.title, histogram.dataset, '#' + elementId);
});
}
function plotSampleHistogram(title, dataset, targetElement) {
var xScale = new Plottable.Scales.Category(),
yScale = new Plottable.Scales.Linear(),
colorScale = new Plottable.Scales.Color();
var xAxis = new Plottable.Axes.Numeric(xScale, "bottom"),
yAxis = new Plottable.Axes.Numeric(yScale, "left"),
titleLabel = new Plottable.Components.TitleLabel(title);
yScale.domainMin(0);
var plot = new Plottable.Plots.Bar()
.addDataset(dataset)
.x(function(d) { return d.celltype; }, xScale)
.y(function(d) { return d.score; }, yScale)
.attr("fill", function(d) { return d.celltype; }, colorScale)
.attr("title", function(d) { return '<div class="bartip">' + d.celltype + " (" + d.score.toFixed(2) + ') </div>'; })
.addClass("tooltipped");
new Plottable.Components.Table([
[null, titleLabel],
[yAxis, plot],
[null, xAxis]
]).renderTo(targetElement);
}
function drawHistogramLegend(targetElement) {
new Plottable.Components.Legend(colorScale)
.renderTo(targetElement);
}
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<html>
<head>
<link href="https://cdnjs.cloudflare.com/ajax/libs/plottable.js/1.15.0/plottable.css" rel="stylesheet" />
<link href="https://cdnjs.cloudflare.com/ajax/libs/qtip2/2.2.1/basic/jquery.qtip.css" rel="stylesheet" />
</head>
<body>
<!-- Display the sliding bar -->
<input id="threshold" type="range" min="0" max="1" step="1" value="0" />
<br>
<!-- Show foldchange threshold -->
<div id="foldchange_threshold" style="display: inline-block; align:center;"></div>
<!-- Show histograms -->
<div id="sample-histograms"></div>
<script src="https://ajax.googleapis.com/ajax/libs/jquery/2.1.4/jquery.min.js"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/lodash.js/3.10.1/lodash.js"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/d3/3.4.11/d3.min.js"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/plottable.js/1.15.0/plottable.js"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/qtip2/2.2.1/basic/jquery.qtip.js"></script>
</body>
</html>
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如果运行代码,您会注意到拖动滑块时直方图会发生变化。如果将鼠标放在直方图栏中,则会出现一个工具提示。
我面临的问题是,当用户输入滑动条时,工具提示的值不会改变。例如threshold=1.5
Bcell
得分为6.75
和threshold=2
,得分为5.13
。这不会反映在工具提示中。
如何解决这个问题?
答案 0 :(得分:3)
看起来QTip2以某种方式修改"title"
属性,缓存"oldtitle"
下的先前信息。我通过将标题切换为不同的属性来实现它:
plot.attr("qtip2-title", function(d) {
return '<div class="bartip">' + d.celltype + " (" + d.score.toFixed(2) + ') </div>';
});
然后,我们告诉QTip2查找工具提示文本的"qtip2-title"
属性:
$(".tooltipped .content rect").qtip({
// ... other setup here...
content: {
text: function() {
return $(this).attr("qtip2-title");
}
}
});
(注意使用.content
来避免选择不需要的矩形。
另外,我注意到目前xAxis
是Axes.Numeric
,不适用于Scales.Category
。请改用Axes.Category
。
"use strict";
var histograms,
thresholds = [];
var input_data = [{
"threshold": 1.5,
"histograms": [{
"sample": "Sample1",
"values": [{
"score": 6.7530200000000002,
"celltype": "Bcells"
}, {
"score": 11.432763461538459,
"celltype": "DendriticCells"
}, {
"score": 25.823089615384621,
"celltype": "Macrophages"
}, {
"score": 9.9911211538461551,
"celltype": "gdTCells"
}, {
"score": 7.817228076923076,
"celltype": "StemCells"
}, {
"score": 17.482806923076922,
"celltype": "StromalCells"
}, {
"score": 29.335427692307697,
"celltype": "Monocytes"
}, {
"score": 28.914959615384621,
"celltype": "Neutrophils"
}, {
"score": 13.818888461538467,
"celltype": "NKCells"
}, {
"score": 9.5030688461538464,
"celltype": "abTcells"
}]
}]
}, {
"threshold": 2,
"histograms": [{
"sample": "Sample1",
"values": [{
"score": 5.1335499999999996,
"celltype": "Bcells"
}, {
"score": 16.076072499999999,
"celltype": "DendriticCells"
}, {
"score": 46.182032499999998,
"celltype": "Macrophages"
}, {
"score": 6.5895700000000001,
"celltype": "gdTCells"
}, {
"score": 5.3218800000000002,
"celltype": "StemCells"
}, {
"score": 53.643625,
"celltype": "StromalCells"
}, {
"score": 85.1618225,
"celltype": "Monocytes"
}, {
"score": 55.559129999999996,
"celltype": "Neutrophils"
}, {
"score": 7.6717524999999984,
"celltype": "NKCells"
}, {
"score": 6.3277800000000006,
"celltype": "abTcells"
}]
}]
}];
processData(input_data);
function processData(data) {
histograms = data[0].histograms.map(function(data) {
return {
title: data.sample,
dataset: new Plottable.Dataset(),
dataByThreshold: {},
load: function(threshold) {
this.dataset.data(this.dataByThreshold[threshold]);
}
};
});
data.forEach(function(data) {
var threshold = data.threshold;
thresholds.push(threshold);
data.histograms.forEach(function(histogram, i) {
histograms[i].dataByThreshold[threshold] = histogram.values;
});
});
// Here we generalize the slide bar maximum threshold
$('#threshold').attr('max', thresholds.length - 1);
updateDatasets(thresholds[0]);
buildPlots();
updateThreshold();
}
$('#threshold').change(updateThreshold);
function updateThreshold() {
// This is where the user input updating slider
// takes place and where the QTIP is in action.
var thresholdIndex = parseInt($('#threshold').val(), 10);
$("#foldchange_threshold").html(thresholds[thresholdIndex]);
updateDatasets(thresholds[thresholdIndex]);
$(".tooltipped .content rect").qtip({
overwrite: true,
position: {
my: "bottom middle",
at: "top middle"
},
style: {
classes: "qtip-light"
},
content: {
text: function() {
return $(this).attr("qtip2-title");
}
}
});
}
function updateDatasets(threshold) {
histograms.forEach(function(histogram) {
histogram.load(threshold);
});
}
function buildPlots() {
var $histogramContainer = $('#sample-histograms');
histograms.forEach(function(histogram, index) {
var elementId = "sample-histogram-" + index;
$(document.createElementNS('http://www.w3.org/2000/svg', 'svg'))
.css({
width: '200px',
height: '200px',
display: 'inline-block'
})
.attr('id', elementId)
.appendTo($histogramContainer);
plotSampleHistogram(histogram.title, histogram.dataset, '#' + elementId);
});
}
function plotSampleHistogram(title, dataset, targetElement) {
var xScale = new Plottable.Scales.Category(),
yScale = new Plottable.Scales.Linear(),
colorScale = new Plottable.Scales.Color();
var xAxis = new Plottable.Axes.Category(xScale, "bottom"),
yAxis = new Plottable.Axes.Numeric(yScale, "left"),
titleLabel = new Plottable.Components.TitleLabel(title);
xAxis.tickLabelAngle(-90)
yScale.domainMin(0);
var plot = new Plottable.Plots.Bar()
.addDataset(dataset)
.x(function(d) { return d.celltype; }, xScale)
.y(function(d) { return d.score; }, yScale)
.attr("fill", function(d) { return d.celltype; }, colorScale)
.attr("qtip2-title", function(d) { return '<div class="bartip">' + d.celltype + " (" + d.score.toFixed(2) + ') </div>'; })
.addClass("tooltipped");
new Plottable.Components.Table([
[null, titleLabel],
[yAxis, plot],
[null, xAxis]
]).renderTo(targetElement);
}
function drawHistogramLegend(targetElement) {
new Plottable.Components.Legend(colorScale)
.renderTo(targetElement);
}
&#13;
<html>
<head>
<link href="https://cdnjs.cloudflare.com/ajax/libs/plottable.js/1.15.0/plottable.css" rel="stylesheet" />
<link href="https://cdnjs.cloudflare.com/ajax/libs/qtip2/2.2.1/basic/jquery.qtip.css" rel="stylesheet" />
</head>
<body>
<!-- Display the sliding bar -->
<input id="threshold" type="range" min="0" max="1" step="1" value="0" />
<br>
<!-- Show foldchange threshold -->
<div id="foldchange_threshold" style="display: inline-block; align:center;"></div>
<!-- Show histograms -->
<div id="sample-histograms"></div>
<script src="https://ajax.googleapis.com/ajax/libs/jquery/2.1.4/jquery.min.js"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/lodash.js/3.10.1/lodash.js"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/d3/3.4.11/d3.min.js"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/plottable.js/1.15.0/plottable.js"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/qtip2/2.2.1/basic/jquery.qtip.js"></script>
<script src="histo.js"></script>
</body>
</html>
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