包括社交网络,知识图谱在内的图数据结构需要通过可视化才能明确其中的关系。
下面给出思知提供的一个简单图数据结构呈现的js代码,其中的关系矩阵可以自己定义,包含四个属性:
JavaScript
<style>.link { fill: none; stroke: #666; stroke-width: 1.5px;}#licensing { fill: green;}.link.licensing { stroke: green;}.link.resolved { stroke-dasharray: 0,2 1;}circle { fill: #ccc; stroke: #333; stroke-width: 1.5px;}text { font: 12px Microsoft YaHei; pointer-events: none; text-shadow: 0 1px 0 #fff, 1px 0 0 #fff, 0 -1px 0 #fff, -1px 0 0 #fff;}.linetext { font-size: 12px Microsoft YaHei;}</style>
<script src="https://d3js.org/d3.v3.min.js"></script>
<script>
var links =
[
{source: 'OmegaXYZ', target: 'ideas', 'rela': '', type: 'resolved'},
{source: 'OmegaXYZ', target: '技术域', 'rela': '', type: 'resolved'},
{source: 'OmegaXYZ', target: '未分类', 'rela': '', type: 'resolved'},
{source: 'OmegaXYZ', target: '转载', 'rela': '', type: 'resolved'},
{source: 'ideas', target: '常识', 'rela': '', type: 'resolved'},
{source: 'ideas', target: '研究生', 'rela': '', type: 'resolved'},
{source: 'ideas', target: '程序人生', 'rela': '', type: 'resolved'},
{source: 'ideas', target: '随笔', 'rela': '', type: 'resolved'},
{source: '技术域', target: 'APP开发', 'rela': '', type: 'resolved'},
{source: 'APP开发', target: 'Android', 'rela': '', type: 'resolved'},
{source: '技术域', target: 'Web开发', 'rela': '', type: 'resolved'},
{source: 'Web开发', target: 'CSS', 'rela': '', type: 'resolved'},
{source: 'Web开发', target: 'HTML', 'rela': '', type: 'resolved'},
{source: 'Web开发', target: 'JavaScript', 'rela': '', type: 'resolved'},
{source: 'Web开发', target: 'WordPress', 'rela': '', type: 'resolved'},
{source: '技术域', target: '其他', 'rela': '', type: 'resolved'},
{source: '技术域', target: '基础教程', 'rela': '', type: 'resolved'},
{source: '技术域', target: '操作系统', 'rela': '', type: 'resolved'},
{source: '操作系统', target: 'Linux', 'rela': '', type: 'resolved'},
{source: '操作系统', target: 'macOS', 'rela': '', type: 'resolved'},
{source: '操作系统', target: 'Windows', 'rela': '', type: 'resolved'},
{source: '操作系统', target: '操作系统原理', 'rela': '', type: 'resolved'},
{source: '技术域', target: '数据库', 'rela': '', type: 'resolved'},
{source: '数据库', target: 'SQL', 'rela': '', type: 'resolved'},
{source: '技术域', target: '数据结构', 'rela': '', type: 'resolved'},
{source: '技术域', target: '机器学习', 'rela': '', type: 'resolved'},
{source: '机器学习', target: '深度学习', 'rela': '', type: 'resolved'},
{source: '机器学习', target: '特征选择', 'rela': '', type: 'resolved'},
{source: '机器学习', target: '知识图谱', 'rela': '', type: 'resolved'},
{source: '机器学习', target: '社交网络', 'rela': '', type: 'resolved'},
{source: '技术域', target: '汇编语言', 'rela': '', type: 'resolved'},
{source: '技术域', target: '算法', 'rela': '', type: 'resolved'},
{source: '算法', target: '动态规划', 'rela': '', type: 'resolved'},
{source: '算法', target: '多目标优化算法', 'rela': '', type: 'resolved'},
{source: '算法', target: '贪心算法', 'rela': '', type: 'resolved'},
{source: '技术域', target: '编译原理', 'rela': '', type: 'resolved'},
{source: '技术域', target: '网络原理', 'rela': '', type: 'resolved'},
{source: '技术域', target: '计算机图形学', 'rela': '', type: 'resolved'},
{source: '技术域', target: '计算机组成原理', 'rela': '', type: 'resolved'},
{source: '技术域', target: '软件工程', 'rela': '', type: 'resolved'},
{source: '技术域', target: '量化投资', 'rela': '', type: 'resolved'},
{source: '技术域', target: '高级语言', 'rela': '', type: 'resolved'},
{source: '高级语言', target: 'C&C++', 'rela': '', type: 'resolved'},
{source: '高级语言', target: 'JAVA', 'rela': '', type: 'resolved'},
{source: '高级语言', target: 'JavaScript&HTML', 'rela': '', type: 'resolved'},
{source: '高级语言', target: 'Matlab', 'rela': '', type: 'resolved'},
{source: '高级语言', target: 'Python', 'rela': '', type: 'resolved'},
];
var nodes = {};
links.forEach(function(link)
{
link.source = nodes[link.source] || (nodes[link.source] = {name: link.source});
link.target = nodes[link.target] || (nodes[link.target] = {name: link.target});
});
var width = 1920, height = 1080;
var force = d3.layout.force()
.nodes(d3.values(nodes))
.links(links)
.size([width, height])
.linkDistance(180)
.charge(-1500)
.on("tick", tick)
.start();
var svg = d3.select("body").append("svg")
.attr("width", width)
.attr("height", height);
var marker=
svg.append("marker")
.attr("id", "resolved")
.attr("markerUnits","userSpaceOnUse")
.attr("viewBox", "0 -5 10 10")
.attr("refX",32)
.attr("refY", -1)
.attr("markerWidth", 12)
.attr("markerHeight", 12)
.attr("orient", "auto")
.attr("stroke-width",2)
.append("path")
.attr("d", "M0,-5L10,0L0,5")
.attr('fill','#000000');
var edges_line = svg.selectAll(".edgepath")
.data(force.links())
.enter()
.append("path")
.attr({
'd': function(d) {return 'M '+d.source.x+' '+d.source.y+' L '+ d.target.x +' '+d.target.y},
'class':'edgepath',
'id':function(d,i) {return 'edgepath'+i;}})
.style("stroke",function(d){
var lineColor;
lineColor="#B43232";
return lineColor;
})
.style("pointer-events", "none")
.style("stroke-width",0.5)
.attr("marker-end", "url(#resolved)" );
var edges_text = svg.append("g").selectAll(".edgelabel")
.data(force.links())
.enter()
.append("text")
.style("pointer-events", "none")
.attr({ 'class':'edgelabel',
'id':function(d,i){return 'edgepath'+i;},
'dx':80,
'dy':0
});
edges_text.append('textPath')
.attr('xlink:href',function(d,i) {return '#edgepath'+i})
.style("pointer-events", "none")
.text(function(d){return d.rela;});
var circle = svg.append("g").selectAll("circle")
.data(force.nodes())
.enter().append("circle")
.style("fill",function(node){
var color;
var link=links[node.index];
color="#00BFFF";
return color;
})
.style('stroke',function(node){
var color;
var link=links[node.index];
color="#A254A2";
return color;
})
.attr("r", 28)
.on("click",function(node)
{
edges_line.style("stroke-width",function(line){
console.log(line);
if(line.source.name==node.name || line.target.name==node.name){
return 4;
}else{
return 0.5;
}
});
})
.call(force.drag);
var text = svg.append("g").selectAll("text")
.data(force.nodes())
.enter()
.append("text")
.attr("dy", ".35em")
.attr("text-anchor", "middle")
.style('fill',function(node){
var color;
var link=links[node.index];
color="#000000";
return color;
}).attr('x',function(d){
var re_en = /[a-zA-Z]+/g;
if(d.name.match(re_en)){
d3.select(this).append('tspan')
.attr('x',0)
.attr('y',2)
.text(function(){return d.name;});
}
else if(d.name.length<=4){
d3.select(this).append('tspan')
.attr('x',0)
.attr('y',2)
.text(function(){return d.name;});
}else{
var top=d.name.substring(0,4);
var bot=d.name.substring(4,d.name.length);
d3.select(this).text(function(){return '';});
d3.select(this).append('tspan')
.attr('x',0)
.attr('y',-7)
.text(function(){return top;});
d3.select(this).append('tspan')
.attr('x',0)
.attr('y',10)
.text(function(){return bot;});
}
});
function tick() {
circle.attr("transform", transform1);
text.attr("transform", transform2);
edges_line.attr('d', function(d) {
var path='M '+d.source.x+' '+d.source.y+' L '+ d.target.x +' '+d.target.y;
return path;
});
edges_text.attr('transform',function(d,i){
if (d.target.x<d.source.x){
bbox = this.getBBox();
rx = bbox.x+bbox.width/2;
ry = bbox.y+bbox.height/2;
return 'rotate(180 '+rx+' '+ry+')';
}
else {
return 'rotate(0)';
}
});
}
function linkArc(d) {
return 'M '+d.source.x+' '+d.source.y+' L '+ d.target.x +' '+d.target.y
}
function transform1(d) {
return "translate(" + d.x + "," + d.y + ")";
}
function transform2(d) {
return "translate(" + (d.x) + "," + d.y + ")";
}
</script>