D3树状图异步按需加载数据

D3.js这个绘图工具,功能强大不必多说,完全一个Data Driven Document的绘图工具,用户可以按照自己的数据以及希望实现的图形,随心所欲的绘图。

图形绘制,D3默认采用的是异步加载,但是,这里的异步加载,指的是一次性的将图形展示所需要的数据异步的方式加载到浏览器前端显示。主要有如下这两种方式:

 d3.csv(url[[, row], callback])

 Creates a request for the CSV file at the specified url with the default mime type text/csv. An optional row conversion function may be specified to map and filter row objects to a more-specific representation; see dsv.parse for details.

 The row conversion function can be changed by calling request.row on the returned instance. For example, this:

 d3.csv(url, row, callback);
Is equivalent to this: d3.csv(url)
.row(row)
.get(callback);
 d3.json(url[, callback])

 Creates a request for the JSON file at the specified url with the default mime type application/json.

 This convenience constructor is approximately equivalent to:

 d3.request(url)
.mimeType("application/json")
.response(function(xhr) { return JSON.parse(xhr.responseText); })
.get(callback);

上述两种方式获取的数据,在很多时候,是比较难满足实际需求场景的。

比如,我们现在设计的一款微信公众号的应用中,捕获关注者转帖的轨迹,最终以树状图展现给用户。 若一次性加载所有的数据,会比较影响用户体验,因为一次遍历数据库所有的跟踪记录,无论是递归先根遍历还是非递归方式循环查找,最终的体验都是不令人满意的。 我们便采取按需的异步加载数据方式,即,当用户点击节点时,才从后台取数据。由于D3的优秀数据管理架构,数据一旦加载了,后续便可以不用再从服务器后台取数据。

其实,实现这种on demand方式的异步加载,其实也很简单。下面就基于官网的一个例子,做点修改,介绍如何实现。

官网原版的例子如下:

 <!DOCTYPE html>
<meta charset="utf-8">
<style> .node {
cursor: pointer;
} .node circle {
fill: #fff;
stroke: steelblue;
stroke-width: .5px;
} .node text {
font: 10px sans-serif;
} .link {
fill: none;
stroke: #ccc;
stroke-width: .5px;
} </style>
<body>
<script src="http://d3js.org/d3.v3.min.js" charset="utf-8"></script>
<script>
var root = {
"name": "flare",
"deal": "",
"children": [{
"name": "analytics" ,
"children": [{
"name": "cluster",
"children": [{
"name": "AgglomerativeCluster",
"size":
}, {
"name": "CommunityStructure",
"size":
}, {
"name": "HierarchicalCluster",
"size":
}, {
"name": "MergeEdge",
"size":
}]
}]
}, {
"name": "ISchedulable",
"deal": "",
"size":
}, {
"name": "Parallel",
"size":
}, {
"name": "Pause",
"size":
}
]
};
var margin = {top: , right: , bottom: , left: },
width = - margin.right - margin.left,
height = - margin.top - margin.bottom; var i = ,
duration = ,
root; var tree = d3.layout.tree().nodeSize([, ]); var diagonal = d3.svg.diagonal()
.projection(function(d) { return [d.x, d.y]; }); /*
var svg = d3.select("body").append("svg")
.attr("width", width + margin.right + margin.left)
.attr("height", height + margin.top + margin.bottom)
.append("g")
.attr("transform", "translate(" + margin.left + "," + margin.top + ")");
*/ //Redraw for zoom
function redraw() {
//console.log("here", d3.event.translate, d3.event.scale);
svg.attr("transform", "translate(" + d3.event.translate + ")" + " scale(" + d3.event.scale + ")");
} var svg = d3.select("body").append("svg").attr("width", ).attr("height", )
.call(zm = d3.behavior.zoom().scaleExtent([,]).on("zoom", redraw)).append("g")
.attr("transform", "translate(" + + "," + + ")"); //necessary so that zoom knows where to zoom and unzoom from
zm.translate([, ]); //d3.json("flare.json", function(error, flare)
// if (error) throw error;
{
root.x0 = ;
root.y0 = height / ; function collapse(d) {
if (d.children) {
d._children = d.children;
d._children.forEach(collapse);
d.children = null;
}
} root.children.forEach(collapse);
update(root);
} d3.select(self.frameElement).style("height", "800px"); function update(source) { // Compute the new tree layout.
var nodes = tree.nodes(root).reverse(),
links = tree.links(nodes); debugger;
// Normalize for fixed-depth.
nodes.forEach(function(d) { d.y = d.depth * ; }); // Update the nodes…
var node = svg.selectAll("g.node")
.data(nodes, function(d) { return d.id || (d.id = ++i); }); // Enter any new nodes at the parent's previous position.
var nodeEnter = node.enter().append("g")
.attr("class", "node")
.attr("transform", function(d) { return "translate(" + source.x0 + "," + source.y0 + ")"; })
.on("click", click); nodeEnter.append("circle")
.attr("r", 1e-)
.style("fill", function(d) { return d._children ? "lightsteelblue" : "#fff"; }); nodeEnter.append("text")
.attr("x", function(d) { return d.children || d._children ? - : ; })
.attr("dy", ".35em")
.attr("text-anchor", function(d) { return d.children || d._children ? "end" : "start"; })
.text(function(d) { return d.name; })
.style("fill-opacity", 1e-); // Transition nodes to their new position.
var nodeUpdate = node.transition()
.duration(duration)
.attr("transform", function(d) { return "translate(" + d.x + "," + d.y + ")"; }); nodeUpdate.select("circle")
.attr("r", )
.style("fill", function(d) { return d._children ? "lightsteelblue" : "#fff"; }); nodeUpdate.select("text")
.style("fill-opacity", ); // Transition exiting nodes to the parent's new position.
var nodeExit = node.exit().transition()
.duration(duration)
.attr("transform", function(d) { return "translate(" + source.x + "," + source.y + ")"; })
.remove(); nodeExit.select("circle")
.attr("r", 1e-); nodeExit.select("text")
.style("fill-opacity", 1e-); // Update the links…
var link = svg.selectAll("path.link")
.data(links, function(d) { return d.target.id; }); // Enter any new links at the parent's previous position.
link.enter().insert("path", "g")
.attr("class", "link")
.attr("d", function(d) {
var o = {x: source.x0, y: source.y0};
return diagonal({source: o, target: o});
}); // Transition links to their new position.
link.transition()
.duration(duration)
.attr("d", diagonal); // Transition exiting nodes to the parent's new position.
link.exit().transition()
.duration(duration)
.attr("d", function(d) {
var o = {x: source.x, y: source.y};
return diagonal({source: o, target: o});
})
.remove(); // Stash the old positions for transition.
nodes.forEach(function(d) {
d.x0 = d.x;
d.y0 = d.y;
});
} // Toggle children on click.
function click(d) {
if (d.children) {
d._children = d.children;
d.children = null;
} else {
d.children = d._children;
d._children = null;
}
update(d);
} </script>

D3树状图异步按需加载数据

下面,再看看,如何实现on demand的异步加载:

 <!DOCTYPE html>
<meta charset="utf-8">
<style> .node {
cursor: pointer;
} .node circle {
fill: #fff;
stroke: steelblue;
stroke-width: .5px;
} .node text {
font: 10px sans-serif;
} .link {
fill: none;
stroke: #ccc;
stroke-width: .5px;
} .link2 {
fill: none;
stroke: #f00;
stroke-width: .5px;
} </style>
<body>
<script src="js/jquery-2.1.1.min.js" charset="utf-8"></script>
<script src="http://d3js.org/d3.v3.min.js" charset="utf-8"></script>
<script>
var root = {
"name": "flare",
"deal": "",
"children": [{
"name": "analytics" ,
"children": [{
"name": "cluster",
"children": [{
"name": "AgglomerativeCluster",
"size":
}, {
"name": "CommunityStructure",
"size":
}, {
"name": "HierarchicalCluster",
"size":
}, {
"name": "MergeEdge",
"size":
}]
}]
}, {
"name": "ISchedulable",
"deal": "",
"size":
}, {
"name": "Parallel",
"size":
}, {
"name": "Pause",
"size":
}
]
};
var margin = {top: , right: , bottom: , left: },
width = - margin.right - margin.left,
height = - margin.top - margin.bottom; var i = ,
duration = ,
root; var tree = d3.layout.tree().nodeSize([, ]); var diagonal = d3.svg.diagonal()
.projection(function(d) { return [d.x, d.y]; }); /*
var svg = d3.select("body").append("svg")
.attr("width", width + margin.right + margin.left)
.attr("height", height + margin.top + margin.bottom)
.append("g")
.attr("transform", "translate(" + margin.left + "," + margin.top + ")");
*/ //Redraw for zoom
function redraw() {
//console.log("here", d3.event.translate, d3.event.scale);
svg.attr("transform", "translate(" + d3.event.translate + ")" + " scale(" + d3.event.scale + ")");
} var svg = d3.select("body").append("svg").attr("width", ).attr("height", )
.call(zm = d3.behavior.zoom().scaleExtent([,]).on("zoom", redraw)).append("g")
.attr("transform", "translate(" + + "," + + ")"); //necessary so that zoom knows where to zoom and unzoom from
zm.translate([, ]); //d3.json("flare.json", function(error, flare)
// if (error) throw error; root.x0 = ;
root.y0 = height / ; function collapse(d) {
if (d.children) {
d._children = d.children;
d._children.forEach(collapse);
d.children = null;
}
} root.children.forEach(collapse);
update(root); d3.select(self.frameElement).style("height", "800px"); function update(source) { // Compute the new tree layout.
var nodes = tree.nodes(root).reverse(),
links = tree.links(nodes); // Normalize for fixed-depth.
nodes.forEach(function(d) { d.y = d.depth * ; }); // Update the nodes…
var node = svg.selectAll("g.node")
.data(nodes, function(d) { return d.id || (d.id = ++i); }); // Enter any new nodes at the parent's previous position.
var nodeEnter = node.enter().append("g")
.attr("class", "node")
.attr("transform", function(d) { return "translate(" + source.x0 + "," + source.y0 + ")"; })
.on("click", click); nodeEnter.append("circle")
.attr("r", 1e-)
.style("fill", function(d) { return d._children ? "lightsteelblue" : "#fff"; }); nodeEnter.append("text")
.attr("cx", function(d) { return d.children || d._children ? - : ; })
.attr("cy", ".35em")
.attr("text-anchor", function(d) { return d.children || d._children ? "end" : "start"; })
.text(function(d) { return d.name; })
.style("fill-opacity", 1e-); // Transition nodes to their new position.
var nodeUpdate = node.transition()
.duration(duration)
.attr("transform", function(d) { return "translate(" + d.x + "," + d.y + ")"; }); nodeUpdate.select("circle")
.attr("r", )
.style("fill", function(d) { return d._children ? "lightsteelblue" : "#fff"; }); nodeUpdate.select("text")
.style("fill-opacity", ); // Transition exiting nodes to the parent's new position.
var nodeExit = node.exit().transition()
.duration(duration)
.attr("transform", function(d) { return "translate(" + source.x + "," + source.y + ")"; })
.remove(); nodeExit.select("circle")
.attr("r", 1e-); nodeExit.select("text")
.style("fill-opacity", 1e-); // Update the links…
var link = svg.selectAll("path.link")
.data(links, function(d) { return d.target.id; }); // Enter any new links at the parent's previous position.
link.enter().insert("path", "g")
.attr("class", "link")
.attr("d", function(d) {
var o = {x: source.x0, y: source.y0};
return diagonal({source: o, target: o});
});
/*
console.log(link); link.enter().insert("path", "g")
.attr("class", function(d){
if(d.source.deal != null && d.source.deal != undefined){
if(d.target.deal != null && d.target.deal != undefined){
return "link2";
}
}
return "link";
})
.attr("d", function(d) {
var o = {x: source.x0, y: source.y0};
return diagonal({source: o, target: o});
});
*/
// Transition links to their new position.
link.transition()
.duration(duration)
.attr("d", diagonal); // Transition exiting nodes to the parent's new position.
link.exit().transition()
.duration(duration)
.attr("d", function(d) {
var o = {x: source.x, y: source.y};
return diagonal({source: o, target: o});
})
.remove(); // Stash the old positions for transition.
nodes.forEach(function(d) {
d.x0 = d.x;
d.y0 = d.y;
});
} function getNode(){ #自定义的一个新的以同步方式从后台取数据的ajax函数
var mynodes = null;
$.ajax({
url : "./node",
async : false, // 注意此处需要同步
type : "POST",
dataType : "json",
success : function(data) {
mynodes = data;
console.log(mynodes);
//nodes = JSON.parse(nodes);
}
});
return mynodes;
} // Toggle children on click.
function click(d) { #重点关注这个函数的不同之处。尤其是else部分
if (d.children) {
d._children = d.children;
d.children = null;
} else if(d._children){
d.children = d._children;
d._children = null;
}else {
var mnodes = getNode();
d.children = mnodes.children;
}
update(d);
} </script>

配合这个ajax的函数,java后台的代码,其实非常的简单,为了测试,构建D3树状图所需的数据结构。主要都是Array (含有孩子节点)

 /**
* @author "shihuc"
* @date 2016年11月14日
*/
package com.tk.es.search.controller; import java.util.ArrayList;
import java.util.HashMap; import javax.servlet.http.HttpServletRequest; import org.springframework.stereotype.Controller;
import org.springframework.web.bind.annotation.RequestMapping;
import org.springframework.web.bind.annotation.ResponseBody; import com.google.gson.Gson; /**
* @author chengsh05
*
*/
@Controller
public class D3Controller { @RequestMapping(value = "/d3")
public String d3Page(HttpServletRequest req){
return "d3demo";
} @RequestMapping(value = "/node")
@ResponseBody
public String asyncGet(HttpServletRequest req){
HashMap<String, Object> data = new HashMap<String, Object>();
ArrayList<Object>elem1 = new ArrayList<Object>();
HashMap<String, String> elem1e = new HashMap<String, String>();
elem1e.put("name", "one");
elem1e.put("deal", "");
HashMap<String, String> elem2e = new HashMap<String, String>();
elem2e.put("name", "two");
HashMap<String, String> elem3e = new HashMap<String, String>();
elem3e.put("name", "three");
elem1.add(elem1e);
elem1.add(elem2e);
elem1.add(elem3e); data.put("name", "Pause");
data.put("children", elem1); Gson gson = new Gson();
return gson.toJson(data);
}
}

D3树状图异步按需加载数据

有一定的参考价值,需要的请转载,转载指明出处!

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