Highcharts-6—下钻图形
本文中只讲解一个图形的制作：下钻图
下钻表示的是通过层级的方式来展示数据，比如我们想查看国内人口数的占比情况，我们可以先看各个省份的情况，接着我们想看具体某个省中各个地级市的占比，这就是通过下钻方式实现。
代码
# -*- coding: utf-8 -*-
from highcharts import Highchart
H = Highchart(width=850, height=400)
# 第一层级的数据
data = [{ # 第一层级的数据
'name': "Microsoft Internet Explorer", # 名字
'y': 56.33, # 数据
'drilldown': "Microsoft Internet Explorer" # 下钻的名字
}, {
'name': "Chrome",
'y': 24.030000000000005,
'drilldown': "Chrome"
}, {
'name': "Firefox",
'y': 10.38,
'drilldown': "Firefox"
}, {
'name': "Safari",
'y': 4.77,
'drilldown': "Safari"
}, {
'name': "Opera",
'y': 0.9100000000000001,
'drilldown': "Opera"
}, {
'name': "Proprietary or Undetectable",
'y': 0.2,
'drilldown': None
}]
# 第二层级的数据
# data_1的全部数值加起来就是data中第一个元素的值
data_1 = [ # 对一个第一层级的子数据
["v11.0", 24.13],
["v8.0", 17.2],
["v9.0", 8.11],
["v10.0", 5.33],
["v6.0", 1.06],
["v7.0", 0.5]
]
data_2 = [
["v40.0", 5],
["v41.0", 4.32],
["v42.0", 3.68],
["v39.0", 2.96],
["v36.0", 2.53],
["v43.0", 1.45],
["v31.0", 1.24],
["v35.0", 0.85],
["v38.0", 0.6],
["v32.0", 0.55],
["v37.0", 0.38],
["v33.0", 0.19],
["v34.0", 0.14],
["v30.0", 0.14]
]
data_3 = [
["v35", 2.76],
["v36", 2.32],
["v37", 2.31],
["v34", 1.27],
["v38", 1.02],
["v31", 0.33],
["v33", 0.22],
["v32", 0.15]
]
data_4 = [
["v8.0", 2.56],
["v7.1", 0.77],
["v5.1", 0.42],
["v5.0", 0.3],
["v6.1", 0.29],
["v7.0", 0.26],
["v6.2", 0.17]
]
data_5 = [
["v12.x", 0.34],
["v28", 0.24],
["v27", 0.17],
["v29", 0.16]
]
options = {
'chart': {
'type': 'column' # 表的类型：柱状图
},
'title': { # 主标题
'text': 'Browser market shares. January, 2015 to May, 2015'
},
'subtitle': { # 副标题
'text': 'Click the columns to view versions. Source: <a href="http://netmarketshare.com">netmarketshare.com</a>.'
},
'xAxis': { # x轴
'type': 'category'
},
'yAxis': { # y轴
'title': {
'text': 'Total percent market share'
}
},
'legend': { # 图例
'enabled': False
},
'plotOptions': {
'series': {
'borderWidth': 0,
'dataLabels': {
'enabled': True,
'format': '{point.y:.1f}%'
}
}
},
'tooltip': {
'headerFormat': '<span style="font-size:11px">{series.name}</span><br>',
'pointFormat': '<span style="color:{point.color}">{point.name}</span>: <b>{point.y:.2f}%</b> of total<br/>'
},
}
# 添加配置项
H.set_dict_options(options)
# 添加主数据
H.add_data_set(data, 'column', "Brands", colorByPoint= True)
# 添加下钻数据
# add_drilldown_data_set(data, series_type, id, **kwargs)
H.add_drilldown_data_set(data_1, 'line', 'Microsoft Internet Explorer',name='Microsoft Internet Explorer' )
H.add_drilldown_data_set(data_2, 'column', 'Chrome', name='Chrome')
H.add_drilldown_data_set(data_3, 'pie', 'Firefox', name='Firefox') # pie表示下钻图形
H.add_drilldown_data_set(data_4, 'column', 'Safari', name='Safari')
H.add_drilldown_data_set(data_5, 'column', 'Opera', name='Opera')
H
效果
整体效果
下钻效果
当我们选择其中某个图形进行点击的时候，会展示其下面的图形和数据，比如我们选择第一个：
下钻的图形展示的是折线图，因为我们指定的是line类型：
如果我们想回到主图中，点击右上角的如图位置：
选择第3个图形，我们选择的是饼图pie，看下实际的效果：
这便是下钻图表的效果👍
问题
问题出现
问题：目前在jupyter notebook中的时候使用的是python-highcharts，运行的结果不能下钻到下一层级中
问题所在
打印出返回的源码
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8" />
<link href="https://www.highcharts.com/highslide/highslide.css" rel="stylesheet" />
<script type="text/javascript" src="https://ajax.googleapis.com/ajax/libs/jquery/1.9.1/jquery.min.js"></script>
<script type="text/javascript" src="https://code.highcharts.com/6/highcharts.js"></script>
<script type="text/javascript" src="https://code.highcharts.com/6/highcharts-more.js"></script>
<script type="text/javascript" src="https://code.highcharts.com/6/modules/heatmap.js"></script>
<script type="text/javascript" src="https://code.highcharts.com/6/modules/exporting.js"></script>
<script type="text/javascript" src="http://code.highcharts.com/modules/drilldown.js"></script>
</head>
<body style="margin:0;padding:0">
<div id="container" style="width:850px;height:400px;">Loading....</div>
<script>
$(function(){
Highcharts.setOptions({"global": {}, "lang": {}});
var option = {"chart": {"renderTo": "container", "width": 850, "height": 400, "type": "column"}, "colors": {}, "credits": {"enabled": false}, "drilldown": {}, "exporting": {}, "labels": {}, "legend": {"enabled": false}, "loading": {}, "navigation": {}, "pane": {}, "plotOptions": {"series": {"borderWidth": 0, "dataLabels": {"enabled": true, "format": "{point.y:.1f}%"}}}, "series": {}, "subtitle": {"text": "Click the columns to view versions. Source: <a href=\"http://netmarketshare.com\">netmarketshare.com</a>."}, "title": {"text": "Browser market shares. January, 2015 to May, 2015"}, "tooltip": {"headerFormat": "<span style=\"font-size:11px\">{series.name}</span><br>", "pointFormat": "<span style=\"color:{point.color}\">{point.name}</span>: <b>{point.y:.2f}%</b> of total<br/>"}, "xAxis": {"type": "category"}, "yAxis": {"title": {"text": "Total percent market share"}}};
var drilldowndata = [{"data": [["v11.0", 24.13], ["v8.0", 17.2], ["v9.0", 8.11], ["v10.0", 5.33], ["v6.0", 1.06], ["v7.0", 0.5]], "type": "line", "name": "Microsoft Internet Explorer", "id": "Microsoft Internet Explorer"}, {"data": [["v40.0", 5], ["v41.0", 4.32], ["v42.0", 3.68], ["v39.0", 2.96], ["v36.0", 2.53], ["v43.0", 1.45], ["v31.0", 1.24], ["v35.0", 0.85], ["v38.0", 0.6], ["v32.0", 0.55], ["v37.0", 0.38], ["v33.0", 0.19], ["v34.0", 0.14], ["v30.0", 0.14]], "type": "column", "name": "Chrome", "id": "Chrome"}, {"data": [["v35", 2.76], ["v36", 2.32], ["v37", 2.31], ["v34", 1.27], ["v38", 1.02], ["v31", 0.33], ["v33", 0.22], ["v32", 0.15]], "type": "pie", "name": "Firefox", "id": "Firefox"}, {"data": [["v8.0", 2.56], ["v7.1", 0.77], ["v5.1", 0.42], ["v5.0", 0.3], ["v6.1", 0.29], ["v7.0", 0.26], ["v6.2", 0.17]], "type": "column", "name": "Safari", "id": "Safari"}, {"data": [["v12.x", 0.34], ["v28", 0.24], ["v27", 0.17], ["v29", 0.16]], "type": "column", "name": "Opera", "id": "Opera"}];
option.drilldown.series = drilldowndata;
var chart = new Highcharts.Chart(option);
var data = [{"data": [{"name": "Microsoft Internet Explorer", "y": 56.33, "drilldown": "Microsoft Internet Explorer"}, {"name": "Chrome", "y": 24.030000000000005, "drilldown": "Chrome"}, {"name": "Firefox", "y": 10.38, "drilldown": "Firefox"}, {"name": "Safari", "y": 4.77, "drilldown": "Safari"}, {"name": "Opera", "y": 0.9100000000000001, "drilldown": "Opera"}, {"name": "Proprietary or Undetectable", "y": 0.2, "drilldown": null}], "type": "column", "name": "Brands", "colorByPoint": true}];
var dataLen = data.length;
for (var ix = 0; ix < dataLen; ix++) {
chart.addSeries(data[ix]);
}
});
</script>
</body>
</html>
找了半天没有发现问题所在，后来在stack overflow上有人遇到了同样的问题：https://www.coder.work/article/5773029
问题解决
有人提出了问题的解决方案，原来模块版本的不统一：
<script type="text/javascript" src="https://code.highcharts.com/modules/drilldown.js"></script>
改成：
<script type="text/javascript" src="https://code.highcharts.com/6/modules/drilldown.js"></script>
我们上面src中的两个链接发现：
- 第一个是新的版本
- 第二个是旧的版本
按照建议修改html代码之后就能够正常显示下钻的图形。
待解决
目前显示下钻图形是通过前端的html代码实现的，在jupyter notebook如何直接在线显示图形还是没有解决😭
感觉是下载highcharts的版本时候，模块文件要统一下。后续跟进这个问题。