[英]d3.js treemap with 10,000 nodes
接收新數據時更新並重新渲染的js樹圖。 我建立了包含50個元素的數據集,並且效果很好。 但是,我試圖在更大的數據集10,000個元素上運行相同的代碼。 而且它似乎無法渲染圖形,有人知道在大型數據集上使用d3.js的任何示例嗎,或者有人有任何建議嗎?
另外,當我繪制地圖時,有時它們會移動位置,並且元素的方向似乎被弄亂了,因為它們移到了圖表之外或與另一個元素重疊,從而在整個圖表中都留有空白,但是在重新繪制之后渲染圖形通常會自行糾正,然后再次混亂。 我認為問題之所以出現,是因為圖形會根據絕對位置調整自身大小,但是前一渲染中某些位置的矩形會使事情變得混亂。 有什么線索可以在重新渲染之前停止圖表混亂的中間階段嗎? 謝謝。
這是我最初用來繪制d3筆跡的代碼。
function drawTreeMap(array1,array2, colorArray)
{
console.log("got to drawing");
var cellMargin=5;
this.marginTree = {top:20, right:20, bottom:20, left:20};
var coloring = d3.scale.linear()
.range(['lightblue', 'green']) // or use hex values
.domain([this.getMinOfThisArray(colorArray), this.getMaxOfThisArray(colorArray)]);
this.nestedJson = this.createObj(array1, array2, colorArray);
this.w = 1700 - 80,
this.h = 980 - 180,
this.x = d3.scale.linear().range([0, this.w]),
this.y = d3.scale.linear().range([0, this.h]),
this.root,
this.node;
this.treemap = d3.layout.treemap()
.round(false)
.size([this.w, this.h])
.sticky(true)
.padding([this.marginTree.bottom, this.marginTree.right, this.marginTree.top, this.marginTree.left])
.sort(function(a,b) {
return a.value - b.value;
})
.value(function(d) { return d.size; });
this.svg = d3.select("#body").append("div")
.attr("class", "chart")
.style("position", "relative")
.style("width", (this.w) + "px")
.style("height", (this.h ) + "px")
.style("left", this.marginTree.left +"px")
.style("top", this.marginTree.top + "px")
.append("svg:svg")
.attr("width", this.w)
.attr("height", this.h)
.append("svg:g")
.attr("transform", "translate(.5,.5)");
this.node = this.root = this.nestedJson;
var nodes = this.treemap.nodes(this.root)
.filter(function(d) { return !d.children; });
this.tip = d3.tip()
.attr('class', 'd3-tip')
.html(function(d) {
return "<span style='color:white'>" + (d.name+",\n "+d.size) + "</span>";
})
this.svg.call(this.tip);
var cell = this.svg.selectAll("g")
.data(nodes)
.enter().append("svg:g")
.attr("class", "cell")
.call(this.position)
.attr("transform", function(d) { return "translate(" + d.x + "," + d.y + ")"; })
.on("click", function(d) { return this.zoom(this.node == d.parent ? this.root : d.parent); });
var borderPath = this.svg.append("rect")
.attr("class", "border")
.attr("x", this.marginTree.left)
.attr("y", this.marginTree.top)
.attr("height", this.h - this.marginTree.top - this.marginTree.bottom )
.attr("width", this.w - this.marginTree.left - this.marginTree.right)
.style("stroke", 'darkgrey')
.style("fill", "none")
.style("stroke-width", '3px');
cell.append("svg:rect")
.attr("id", function(d,i) { return "rect-" + (i+1); })
.attr("class","highlighting2 cell-rects")
.attr("title", function(d) {return (d.name+", "+d.size);})
.attr("data-original-title", function(d) {return (d.name+",\n "+d.size);})
.attr("width", function(d) { return d.dx ; })
.attr("height", function(d) { return d.dy ; })
.on('mouseover', this.tip.show)
.on('mouseout', this.tip.hide)
.style("fill", function(d) {return coloring(d.color);});
cell.append("svg:text")
.attr("class", "treemap-text nameTexts")
.attr("id", function(d,i) { return "name-" + (i+1); })
.attr("x", cellMargin)
.attr("y", function(d) { return parseInt($('.treemap-text').css('font-size'))+cellMargin; })
.text(function(d) {return (d.name);});
cell.append("svg:text")
.attr("class", "treemap-text sizeTexts")
.attr("id", function(d,i) { return "size-" + (i+1); })
.attr("x", cellMargin)
.attr("y", function(d) { return 2*parseInt($('.treemap-text').css('font-size'))+2*cellMargin; })
.text(function(d) {return (d.size);});
// d3.selectAll("svg:rect")
// .style("stroke-width", 2)
// .style("stroke", function(d){ return this.LightenDarkenColor(coloring(d.color), -5);});
this.treeMapping = true;
$(document).ready(function(){
for (var i =1 ; i<graphObj.rc.positions[graphObj.currentVpName].SetSize; i++){
var obj = "rect-"+i;
var size = "size-"+i;
var name = "name-"+i;
graphObj.formatNumbers(size);
graphObj.placeTextWithEllipsis(obj, size);
graphObj.placeTextWithEllipsis(obj, name);
}
d3.selectAll(".nameTexts")
.style("fill", "#333333");
d3.selectAll(".sizeTexts")
.style("fill","#383838");
});
}
這是我收到新數據時用於重新渲染樹形圖的文件。
function redrawGraph(array1, array2, colorArray)
{
this.nestedJson = this.createObj(array1, array2, colorArray);
var coloring = d3.scale.linear()
.range(['lightblue', 'green']) // or use hex values
.domain([this.getMinOfThisArray(colorArray), this.getMaxOfThisArray(colorArray)]);
var cellMargin = 5;
this.svg = d3.select("#body").append("div")
this.treemap
.mode("squarify")
.round(false)
.size([this.w,this.h])
.sticky(true)
.value(function(d) { return d.size; });
// Draw the graph
this.node = this.root = this.nestedJson;
var nodes = this.treemap.nodes(this.root)
.filter(function(d) { return !d.children; });
var rect = d3.select("#body").selectAll(".cell-rects")
.data(nodes);
rect.exit().remove();
rect.enter().append("rect");
rect
.transition()
.attr("width", function(d) { return d.dx ; })
.attr("height", function(d) { return d.dy ; })
.attr("title", function(d) {return (d.name+", "+d.size);})
.attr("data-original-title", function(d) {return (d.name+",\n "+d.size);})
.style("fill", function(d) { return coloring(d.color)})
.call(this.position);
var text = d3.select("#body").selectAll(".nameTexts")
.data(nodes);
text.exit().remove();
text.enter().append("text");
text
.attr("class", "treemap-text nameTexts")
.attr("x", cellMargin)
.attr("y", function(d) { return parseInt($('.treemap-text').css('font-size'))+cellMargin; })
.text(function(d) { return (d.name); });
var text2 = d3.select("#body").selectAll(".sizeTexts")
.data(nodes);
text2.exit().remove();
text2.enter().append("text");
text2
.attr("class", "treemap-text sizeTexts")
.attr("x", cellMargin)
.attr("y", function(d) { return 2*parseInt($('.treemap-text').css('font-size'))+2*cellMargin; })
.text(function(d) { return (d.size); });
var cell = this.svg.selectAll("g")
cell.append("svg:rect")
cell.append("svg:text");
// var border = this.svg.append("rect")
// .attr("x", this.marginTree.left)
// .attr("y", this.marginTree.top)
// .attr("height", this.h - this.marginTree.top - this.marginTree.bottom )
// .attr("width", this.w - this.marginTree.left - this.marginTree.right)
// .style("stroke", 'darkgrey')
// .style("fill", "none")
// .style("stroke-width", '3px');
// d3.select(window).on("click", function() {
// this.zoom(this.root); });
// d3.select("select").on("change", function()
// {
// this.treemap.value(this.value == "size" ? this.size : this.count).nodes(this.root);
// this.zoom(this.node);
// });
d3.selectAll(".nameTexts")
.style("fill", "#333333");
d3.selectAll(".sizeTexts")
.style("fill","#383838");
$(document).ready(function(){
for (var i =1 ; i<graphObj.rc.positions[graphObj.currentVpName].SetSize; i++){
var obj = "rect-"+i;
var size = "size-"+i;
var name = "name-"+i;
graphObj.formatNumbers(size);
graphObj.placeTextWithEllipsis(obj, size);
graphObj.placeTextWithEllipsis(obj, name);
}
});
}
rdaGraph.prototype.position = function()
{
this.style("left", function(d) { return d.x + "px"; })
.style("top", function(d) { return d.y + "px"; })
.style("width", function(d) { return Math.max(0, d.dx - 1) + "px"; })
.style("height", function(d) { return Math.max(0, d.dy - 1) + "px"; });
}
同樣,空白是指這個。
圖片鏈接在這里。 [ http://i.stack.imgur.com/LTLk6.png][1]
您可以將數據流傳輸到D3,請查看這篇文章,其中顯示了將數據實時流傳輸到圖形。
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