使用crossfilter汇总字段的所有值?

时间:2016-09-22 03:08:51

标签: javascript crossfilter

给出此数据集here

Date    Origin  Destination Delay (mins)
03/01/2001 13:05:00 MCI MDW 8
03/01/2001 13:45:00 LAS PHX 95
03/01/2001 18:30:00 LAX PHX 10
03/01/2001 18:30:00 ONT PHX 0
03/01/2001 18:30:00 LAS LAX -9
03/01/2001 18:30:00 LAX OAK 12
03/01/2001 18:40:00 ONT SMF -8
03/01/2001 19:00:00 MDW BNA -1
03/01/2001 19:00:00 OAK LAX -10
03/01/2001 19:00:00 LAS LAX -11
...

如何汇总Delay字段中的所有值?我知道有负值,我只是以此为例。

我正在考虑使用crossfilter来做这个但不确定是否有一种简单的方法来做这个只是编写一个javascript函数。 例如,我可以获得低于2692的总记录/行

cf.size()
//2692

注意
打开控制台模式(Ctrl-shift-I)并键入cf.size()
交叉过滤器已在源代码(Ctrl-U)var cf = crossfilter(data);

中定义

EDIT1

使用d3.sum

d3.sum(data,function(d){return d.delay;})
30632

使用array.reduce - 参见JavaScript Array.prototype.reduce - 什么是0?

data.reduce(function(total,d){ return total+ d.delay }, 0)
30632

使用crossfilter,但这只是在交叉滤波器延迟维var delayDimension = cf.dimension(function(d) {return d.delay;});

上使用上面的减少
delayDimension.top(Infinity).reduce(function(total,d){ return total+ d.delay }, 0)
30632

注意:

这将返回最后一个元素中的延迟值:

data.reduce(function(total,num){ return num.delay })
165

EDIT2

适应这个: Custom calculated aggregated field in Crossfilter

创建维度:

origin=cf.dimension(function(d) { return d.origin; })

创建我的reduceAdd,reduceMove和reduceInitial函数:

var reduceAdd = function(p, v) {
    p.delay += v.delay;
    return p;
}

var reduceRemove = function(p, v) {
    p.delay -= v.delay;
    return p;
}

var reduceInitial = function() {
    return {
        delay : 0
    }
}

来自控制台的示例输出:

var json = origin.group().reduce(reduceAdd,reduceRemove,reduceInitial).orderNatural().top(Infinity);
undefined
json
[Objectkey: "ALB"value: Objectdelay: -1__proto__: Object__proto__: Object, Objectkey: "AMA"value: Objectdelay: 171__proto__: Object__proto__: Object, Object, Object, Object, Object, Object, Object, Object, Object, Object, Object, Object, Object, Object, Object, Object, Object, Object, Object, Object, Object, Object, Object, Object, Object, Object, Object, Object, Object, Object, Object, Object, Object, Object, Object, Object, Object, Object, Object, Object, Object, Object, Object, Object, Object, Object, Object, Object, Object, Object, Object, Object, Object, Object, Object, Object, Object, Object]
json[0]
Object {key: "ALB", value: Object}
json[0].value
Object {delay: -1}

另一个好人在这里: What are the reduceAdd, reduceSum , reduceRemove functions in crossfilter? How should they be used?但仍然不是我想要的,这是每个类别的总和,我想要总和,例如期望所有延迟值的答案都为30632

EDIT3

从控制台下面的docs打印输出中获取:

cf.size()
//2692

var reduceAdd = function(p, v) {
    p.delay += v.delay;
    return p;
}

var reduceRemove = function(p, v) {
    p.delay -= v.delay;
    return p;
}

var reduceInitial = function() {
    return {
        delay : 0
    }
}

cf_groupAll=cf.groupAll().reduce(reduceAdd,reduceRemove,reduceInitial)
//Object {}

cf_groupAll.value()
//Object {delay: 30632}

cf_groupAll.value().delay
//30632

1 个答案:

答案 0 :(得分:1)

您可以使用jQuery Selector获取最后一列的值。然后你可以使用parseInt(STRING,10)来解析Integer值。然后你可以轻松地将它们统计在一起。

var $elements = $('#data tr.item td:last-child')
var sum = 0
$elements.each(function() {
  var currentValue = parseInt($(this).html(), 10)
  sum += currentValue
})