我正在尝试使用D3和Backbone构建实时时间序列。我遇到的问题是图形的移动速度比x轴慢。 x轴准确地跟上了当前时间,因此我知道这与图形线有关。我基于Mike Bostock的this示例创建代码(该帖子底部的最后一张图)。我似乎找不到问题-我的代码紧随该示例,仅使用Backbone实现。
该应用程序通过websocket和事件聚合器进行了设置,以便在接收到新数据点时,将数据点的模型添加到集合中,并且添加模型会触发“TimeseriesView” View 中的函数“newPoint”。 “newPoint”将数字推入数组“data”,这是图形行数据的来源。这是相关 View 。 (如果代码有点凌乱,请原谅,因为我是Backbone的新手,所以我怀疑有更干净的方法可以执行此操作)
TimeseriesView = Backbone.View.extend({
el: "#timeseries",
initialize: function (options) {
var self = this;
/*
* Create timeseries
*/
self.n = 243;
self.duration = 750;
self.now = new Date(Date.now() - self.duration);
self.data = d3.range(self.n).map(function() { return 0; });
self.margin = { top: 6, right: 0, bottom: 20, left: 40};
self.width = 960 - self.margin.right;
self.height = 120 - self.margin.top - self.margin.bottom;
self.x = d3.time.scale()
.domain([self.now - (self.n-2) * self.duration, self.now - self.duration])
.range([0, self.width]);
self.y = d3.scale.linear()
.range([self.height, 0]);
var x = self.x;
var y = self.y;
var now = self.now;
var duration = self.duration;
var n = self.n;
var height = self.height;
var width = self.width;
var margin = self.margin;
self.line = d3.svg.line()
.x(function(d, i) { return x(now - (n - 1 - i) * duration); })
.y(function(d, i) { return y(d); });
var timeseries = d3.select("#timeseries").append("p").append("svg")
.attr("width", width + margin.left + margin.right)
.attr("height", height + margin.top + margin.bottom)
.append("g")
.attr("transform", "translate(" + margin.left + "," + margin.top + ")")
timeseries.append("defs").append("clipPath")
.attr("id", "clip")
.append("rect")
.attr("width", width)
.attr("height", height);
self.x.axis = d3.svg.axis().scale(x).orient("bottom");
self.axis = timeseries.append("g")
.attr("class", "x axis")
.attr("transform", "translate(0," + height + ")")
.call(x.axis);
self.path = timeseries.append("g")
.attr("clip-path", "url(#clip)")
.append("path")
.data([self.data])
.attr("class", "line");
self.dataSet = options.dataSet;
self.dataSet.on('add', this.newPoint, this);
},
newPoint: function (pt, context) {
var self = this;
if (isNaN(parseFloat(pt.attributes.auth_amt))) return;
self.data.push(parseFloat(pt.attributes.auth_amt));
self.now = new Date();
var now = self.now;
var duration = self.duration;
var n = self.n;
var x = self.x;
var y = self.y;
var width = this.width;
var height = this.height;
console.log('self', self);
x.axis = d3.svg.axis().scale(x).orient("bottom");
// update the domains
self.x.domain([now - (n - 2) * duration,
now - duration]);
self.y.domain([0, d3.max(self.data)]);
self.line = d3.svg.line()
.x(function(d, i) {
return x(now - (n - 1 - i) * duration); })
.y(function(d, i) { return y(d); });
// redraw the line
d3.select(".line")
.attr("d", self.line)
.attr("transform", null);
// slide the x-axis to the left
self.axis.transition()
.duration(duration)
.ease("linear")
.call(x.axis);
self.x = d3.time.scale()
.domain([now - (n-2) * duration, now - duration])
.range([0, width]);
var x = self.x;
// slide the line left
self.path.transition()
.duration(duration)
.ease("linear")
.attr("transform", "translate(" + x(now - (n - 1) * duration) + ")");
// pop the old dat point off the front
self.data.shift();
}
});
最佳答案
您的代码示例基于将x轴滑动和添加数据深度交织在一起的示例。当您像示例中那样轮询某些东西时,它工作得很好,而不是像我想的那样在Websocket设置中,它以不同的间隔或随机到达的数据(请参阅http://jsfiddle.net/K8rub/1/以获得希望的代码精确复制)
首先要做的是将滑动(tick
函数)和数据注入(inject)分开:http://jsfiddle.net/K8rub/2/:每个数据都有一个时间戳,用于提取x值,数据最初为空,并且tick
仅滑动图。
将这些修改应用于您的代码,我们得到
TimeseriesView = Backbone.View.extend({
initialize: function (options) {
_.bindAll(this, 'tick');
// ...
self.dataSet = options.dataSet;
self.dataSet.on('add', this.newPoint, this);
self.tick();
},
newPoint: function(model) {
this.data.push(model);
},
tick: function () {
var self = this;
self.now = new Date();
var now = self.now;
var duration = self.duration;
var n = self.n;
var x = self.x;
var y = self.y;
var width = this.width;
var height = this.height;
x.axis = d3.svg.axis().scale(x).orient("bottom");
// update the domains
self.x.domain([now - (n - 2) * duration,
now - duration]);
self.y.domain([0, d3.max(self.dataSet.pluck('auth_amt'))]);
self.line = d3.svg.line()
.x(function(d) { return x(d.get('stamp')); })
.y(function(d) { return y(d.get('auth_amt')); });
// redraw the line
d3.select(".line")
.attr("d", self.line)
.attr("transform", null);
// slide the x-axis to the left
self.axis.transition()
.duration(duration)
.ease("linear")
.call(x.axis);
self.x = d3.time.scale()
.domain([now - (n-2) * duration, now - duration])
.range([0, width]);
var x = self.x;
// slide the line left
self.path.transition()
.duration(duration)
.ease("linear")
.attr("transform", "translate(" + x(now - (n - 1) * duration) + ")")
.each("end", self.tick);
}
});
http://jsfiddle.net/K8rub/4/
关于backbone.js - 使用Backbone的实时D3时间序列-图形移动得比轴慢,我们在Stack Overflow上找到一个类似的问题:https://stackoverflow.com/questions/14783528/