3-3

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  • Font Awesome

//!

  • Font Awesome 4.2.0 by @davegandy - http://fontawesome.io - @fontawesome
  • License - http://fontawesome.io/license (Font: SIL OFL 1.1, CSS: MIT License)
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  • IPython base

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  • IPython auth

/.center-nav{display:inline-block;margin-bottom:-4px}/!

  • IPython tree view

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  • IPython text editor webapp

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  • IPython notebook

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  • IPython notebook webapp

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<div class="prompt input_prompt">In [2]:</div>
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<div class=" highlight hl-ipython3"><pre><span class="kn">import</span> <span class="nn">pymongo</span>
<span class="kn">import</span> <span class="nn">charts</span>
<span class="kn">from</span> <span class="nn">datetime</span> <span class="k">import</span> <span class="n">timedelta</span><span class="p">,</span><span class="n">date</span>
</pre></div>

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<div class=" highlight hl-ipython3"><pre><span class="n">client</span> <span class="o">=</span> <span class="n">pymongo</span><span class="o">.</span><span class="n">MongoClient</span><span class="p">(</span><span class="s">'localhost'</span><span class="p">,</span> <span class="mi">27017</span><span class="p">)</span>
<span class="n">ceshi</span> <span class="o">=</span> <span class="n">client</span><span class="p">[</span><span class="s">'ceshi'</span><span class="p">]</span>
<span class="n">item_info</span> <span class="o">=</span> <span class="n">ceshi</span><span class="p">[</span><span class="s">'item_infoS'</span><span class="p">]</span>
</pre></div>

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<div class="prompt input_prompt">In [4]:</div>
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<div class=" highlight hl-ipython3"><pre><span class="k">def</span> <span class="nf">get_all_dates</span><span class="p">(</span><span class="n">date1</span><span class="p">,</span><span class="n">date2</span><span class="p">):</span>
<span class="n">the_date</span> <span class="o">=</span> <span class="n">date</span><span class="p">(</span><span class="nb">int</span><span class="p">(</span><span class="n">date1</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="s">'.'</span><span class="p">)[</span><span class="mi">0</span><span class="p">]),</span><span class="nb">int</span><span class="p">(</span><span class="n">date1</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="s">'.'</span><span class="p">)[</span><span class="mi">1</span><span class="p">]),</span><span class="nb">int</span><span class="p">(</span><span class="n">date1</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="s">'.'</span><span class="p">)[</span><span class="mi">2</span><span class="p">]))</span>
<span class="n">end_date</span> <span class="o">=</span> <span class="n">date</span><span class="p">(</span><span class="nb">int</span><span class="p">(</span><span class="n">date2</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="s">'.'</span><span class="p">)[</span><span class="mi">0</span><span class="p">]),</span><span class="nb">int</span><span class="p">(</span><span class="n">date2</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="s">'.'</span><span class="p">)[</span><span class="mi">1</span><span class="p">]),</span><span class="nb">int</span><span class="p">(</span><span class="n">date2</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="s">'.'</span><span class="p">)[</span><span class="mi">2</span><span class="p">]))</span>
<span class="n">days</span> <span class="o">=</span> <span class="n">timedelta</span><span class="p">(</span><span class="n">days</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>

<span class="k">while</span> <span class="n">the_date</span> <span class="o">&lt;=</span> <span class="n">end_date</span><span class="p">:</span>
    <span class="k">yield</span> <span class="p">(</span><span class="n">the_date</span><span class="o">.</span><span class="n">strftime</span><span class="p">(</span><span class="s">&#39;%Y.%m.%d&#39;</span><span class="p">))</span>
    <span class="n">the_date</span> <span class="o">=</span> <span class="n">the_date</span> <span class="o">+</span> <span class="n">days</span>

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<div class=" highlight hl-ipython3"><pre><span class="k">def</span> <span class="nf">get_data_within</span><span class="p">(</span><span class="n">date1</span><span class="p">,</span><span class="n">date2</span><span class="p">,</span><span class="n">cates</span><span class="p">):</span>
<span class="k">for</span> <span class="n">cate</span> <span class="ow">in</span> <span class="n">cates</span><span class="p">:</span> <span class="c"># 第一次循环得到列表中的单个日期</span>
<span class="n">cate_day_posts</span> <span class="o">=</span> <span class="p">[]</span> <span class="c"># 创建一个列表,时间段内每天的发帖数量装进这个列表中</span>
<span class="k">for</span> <span class="n">date</span> <span class="ow">in</span> <span class="n">get_all_dates</span><span class="p">(</span><span class="n">date1</span><span class="p">,</span><span class="n">date2</span><span class="p">):</span>
<span class="n">a</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">item_info</span><span class="o">.</span><span class="n">find</span><span class="p">({</span><span class="s">'pub_date'</span><span class="p">:</span><span class="n">date</span><span class="p">,</span><span class="s">'cates'</span><span class="p">:</span><span class="n">cate</span><span class="p">}))</span>
<span class="n">each_day_post</span> <span class="o">=</span> <span class="nb">len</span><span class="p">(</span><span class="n">a</span><span class="p">)</span>
<span class="n">cate_day_posts</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">each_day_post</span><span class="p">)</span>
<span class="n">data</span> <span class="o">=</span> <span class="p">{</span>
<span class="s">'name'</span><span class="p">:</span> <span class="n">cate</span><span class="p">,</span>
<span class="s">'data'</span><span class="p">:</span> <span class="n">cate_day_posts</span><span class="p">,</span>
<span class="s">'type'</span><span class="p">:</span> <span class="s">'line'</span>
<span class="p">}</span>
<span class="k">yield</span> <span class="n">data</span>
</pre></div>

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<div class="prompt input_prompt">In [22]:</div>
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<div class=" highlight hl-ipython3"><pre><span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="n">get_data_within</span><span class="p">(</span><span class="s">'2016.01.01'</span><span class="p">,</span><span class="s">'2016.01.07'</span><span class="p">,[</span><span class="s">'北京二手手机'</span><span class="p">,</span><span class="s">'北京二手笔记本'</span><span class="p">,</span><span class="s">'北京二手台式机'</span><span class="p">]):</span>
<span class="nb">print</span><span class="p">(</span><span class="n">i</span><span class="p">)</span>
</pre></div>

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<pre>{'data': [82, 105, 118, 103, 92, 96, 110], 'name': '北京二手手机', 'type': 'line'}
{'data': [46, 53, 53, 84, 50, 70, 75], 'name': '北京二手笔记本', 'type': 'line'}
{'data': [20, 20, 16, 12, 29, 30, 22], 'name': '北京二手台式机', 'type': 'line'}
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<div class="prompt input_prompt">In [23]:</div>
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<div class=" highlight hl-ipython3"><pre><span class="n">options</span> <span class="o">=</span> <span class="p">{</span>
<span class="s">'chart'</span> <span class="p">:</span> <span class="p">{</span><span class="s">'zoomType'</span><span class="p">:</span><span class="s">'xy'</span><span class="p">},</span>
<span class="s">'title'</span> <span class="p">:</span> <span class="p">{</span><span class="s">'text'</span><span class="p">:</span> <span class="s">'发帖量统计'</span><span class="p">},</span>
<span class="s">'subtitle'</span><span class="p">:</span> <span class="p">{</span><span class="s">'text'</span><span class="p">:</span> <span class="s">'可视化统计图表'</span><span class="p">},</span>
<span class="s">'xAxis'</span> <span class="p">:</span> <span class="p">{</span><span class="s">'categories'</span><span class="p">:</span> <span class="p">[</span><span class="n">i</span> <span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="n">get_all_dates</span><span class="p">(</span><span class="s">'2016.01.01'</span><span class="p">,</span><span class="s">'2016.01.07'</span><span class="p">)]},</span>
<span class="s">'yAxis'</span> <span class="p">:</span> <span class="p">{</span><span class="s">'title'</span><span class="p">:</span> <span class="p">{</span><span class="s">'text'</span><span class="p">:</span> <span class="s">'数量'</span><span class="p">}}</span>
<span class="p">}</span>

<span class="n">series</span> <span class="o">=</span> <span class="p">[</span><span class="n">i</span> <span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="n">get_data_within</span><span class="p">(</span><span class="s">'2016.01.01'</span><span class="p">,</span><span class="s">'2016.01.07'</span><span class="p">,[</span><span class="s">'北京二手手机'</span><span class="p">,</span><span class="s">'北京二手笔记本'</span><span class="p">,</span><span class="s">'北京二手台式机'</span><span class="p">])]</span>

<span class="n">charts</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">series</span><span class="p">,</span> <span class="n">options</span><span class="o">=</span><span class="n">options</span><span class="p">,</span><span class="n">show</span><span class="o">=</span><span class="s">'inline'</span><span class="p">)</span>
<span class="c"># options=dict(title=dict(text='Charts are AWESOME!!!'))</span>
</pre></div>

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<div class="output_area"><div class="prompt output_prompt">Out[23]:</div>

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<style>body{-moz-osx-font-smoothing:grayscale;-webkit-font-smoothing:antialiased;color:#555;font-family:sans-serif}
small{font-weight:400;display:block;font-size:14px}
code{background-color:#d3d3d3;border-radius:3px;font-family:monospace;padding:0 .5em}
.icon.-facebook:before,.icon.-linkedin:before,.icon.-pinterest:before,.icon.-twitter:before{-moz-osx-font-smoothing:grayscale;-webkit-font-smoothing:antialiased;font-family:Post-Creator-Icons;font-style:normal;font-variant:normal;font-weight:400;line-height:1;speak:none;text-transform:none}
@font-face{font-family:Post-Creator-Icons;src:url(fonts/Post-Creator-Icons.eot);src:url(fonts/Post-Creator-Icons.eot?#iefix) format('embedded-opentype'),url(fonts/Post-Creator-Icons.woff) format('woff'),url(fonts/Post-Creator-Icons.ttf) format('truetype'),url(fonts/Post-Creator-Icons.svg#Post-Creator-Icons) format('svg');font-weight:400;font-style:normal}
.icon.-facebook:before{content:"\e001"}
.icon.-linkedin:before{content:"\e002"}
.icon.-pinterest:before{content:"\e003"}
.icon.-twitter:before{content:"\e004"}
.social-icons h4{display:inline-block;margin:20px 10px 0 0}
.social-icons .icon{display:inline-block;margin:0 5px}
body.modal-open{overflow:hidden}
.jsoneditor table,.jsoneditor td,.jsoneditor td.tree,.jsoneditor tr{border:none;margin:0}</style>
<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/selectize.js/0.12.1/css/selectize.default.min.css"/>
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</div>

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<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/2.1.4/jquery.min.js"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.1.18/require.min.js"></script>

<script>(function e(t,n,r){function s(o,u){if(!n[o]){if(!t[o]){var a=typeof require=="function"&&require;if(!u&&a)return a(o,!0);if(i)return i(o,!0);var f=new Error("Cannot find module '"+o+"'");throw f.code="MODULE_NOT_FOUND",f}var l=n[o]={exports:{}};t[o][0].call(l.exports,function(e){var n=t[o][1][e];return s(n?n:e)},l,l.exports,e,t,n,r)}return n[o].exports}var i=typeof require=="function"&&require;for(var o=0;o<r.length;o++)s(r[o]);return s})({1:[function(require,module,exports){
//findIndex polyfill
if (!Array.prototype.findIndex) {
Array.prototype.findIndex = function(predicate) {
if (this == null) {
throw new TypeError('Array.prototype.findIndex called on null or undefined');
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if (!Array.prototype.filter) {
Array.prototype.filter = function(fun/, thisArg/) {
'use strict';

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            if (fun.call(thisArg, val, i, t)) {
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    }

    return res;
};

}

function guid() {
function s4() {
return Math.floor((1 + Math.random()) * 0x10000)
.toString(16)
.substring(1);
}
return s4() + s4() + '-' + s4() + '-' + s4() + '-' +
s4() + '-' + s4() + s4() + s4();
}

Array.prototype.equals = function (array) {
// if the other array is a false value, return
if (!array)
return false;

// compare lengths - can save a lot of time
if (this.length != array.length)
    return false;

for (var i = 0, l = this.length; i < l; i++) {
    // Check if we have nested arrays
    if (this[i] instanceof Array && array[i] instanceof Array) {
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        if (!this[i].equals(array[i]))
            return false;
    }
    else if (this[i] != array[i]) {
        // Warning - two different object instances will never be equal: {x:20} != {x:20}
        return false;
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}
return true;

};

},{}]},{},[1]);
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<script>(function e(t,n,r){function s(o,u){if(!n[o]){if(!t[o]){var a=typeof require=="function"&&require;if(!u&&a)return a(o,!0);if(i)return i(o,!0);var f=new Error("Cannot find module '"+o+"'");throw f.code="MODULE_NOT_FOUND",f}var l=n[o]={exports:{}};t[o][0].call(l.exports,function(e){var n=t[o][1][e];return s(n?n:e)},l,l.exports,e,t,n,r)}return n[o].exports}var i=typeof require=="function"&&require;for(var o=0;o<r.length;o++)s(r[o]);return s})({1:[function(require,module,exports){

requirejs.config({
"paths": {
"highstock": "https://cdnjs.cloudflare.com/ajax/libs/highstock/2.1.5/highstock",
"export": "https://cdnjs.cloudflare.com/ajax/libs/highstock/2.1.5/modules/exporting",
"more": "https://cdnjs.cloudflare.com/ajax/libs/highstock/2.1.7/highcharts-more",
"jsoneditor": "https://cdnjs.cloudflare.com/ajax/libs/jsoneditor/4.2.0/jsoneditor.min",
"selectize": "https://cdnjs.cloudflare.com/ajax/libs/selectize.js/0.12.1/js/standalone/selectize.min",
"jquery": "https://cdnjs.cloudflare.com/ajax/libs/jquery/2.1.4/jquery.min"
},
"shim": {
"export": ["highstock"],
"more": ["highstock"]
}
});

//Define jquery here to use the pre-loaded version
define('jquery', [], function() {
return jQuery;
});

},{}]},{},[1]);
</script>
<script>(function e(t,n,r){function s(o,u){if(!n[o]){if(!t[o]){var a=typeof require=="function"&&require;if(!u&&a)return a(o,!0);if(i)return i(o,!0);var f=new Error("Cannot find module '"+o+"'");throw f.code="MODULE_NOT_FOUND",f}var l=n[o]={exports:{}};t[o][0].call(l.exports,function(e){var n=t[o][1][e];return s(n?n:e)},l,l.exports,e,t,n,r)}return n[o].exports}var i=typeof require=="function"&&require;for(var o=0;o<r.length;o++)s(r[o]);return s})({1:[function(require,module,exports){
//Count the number of charts on the page
if (window.counter == undefined) {
window.counter = 0;
} else {
window.counter++;
}

requirejs([
'jquery',
'selectize',
'jsoneditor',
'highstock',
'export',
'more'
], function ($, selectize, JSONEditor) {

function guid() {
    function s4() {
        return Math.floor((1 + Math.random()) * 0x10000)
            .toString(16)
            .substring(1);
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    return s4() + s4() + '-' + s4() + '-' + s4() + '-' +
        s4() + '-' + s4() + s4() + s4();
}

var id = guid();
plot(id);

function plot(id) {
    var series = [
        {data: [1, 2, 4, 9], name: "temperature 1", display: true, color: '#2b908f'},
        {data: [9, 4, 2, 1], name: "temperature 2", display: true},
        {data: [0, 3, 5, 6], name: "temperature 3", display: false}
    ];
    var series = [{"data": [82, 105, 118, 103, 92, 96, 110], "name": "\u5317\u4eac\u4e8c\u624b\u624b\u673a", "display": true, "type": "line"}, {"data": [46, 53, 53, 84, 50, 70, 75], "name": "\u5317\u4eac\u4e8c\u624b\u7b14\u8bb0\u672c", "display": true, "type": "line"}, {"data": [20, 20, 16, 12, 29, 30, 22], "name": "\u5317\u4eac\u4e8c\u624b\u53f0\u5f0f\u673a", "display": true, "type": "line"}]
    var options = {};
    var options = {"chart": {"zoomType": "xy", "type": "line"}, "height": 400, "yAxis": {"title": {"text": "\u6570\u91cf"}}, "scale": 2, "xAxis": {"categories": ["2016.01.01", "2016.01.02", "2016.01.03", "2016.01.04", "2016.01.05", "2016.01.06", "2016.01.07"]}, "width": "auto", "type": "line", "title": {"text": "\u53d1\u5e16\u91cf\u7edf\u8ba1"}, "subtitle": {"text": "\u53ef\u89c6\u5316\u7edf\u8ba1\u56fe\u8868"}}
    var useHighStock = false;
    var useHighStock = false
    var save = 'app/chart.svg';
    var save = false
    var url = 'http://127.0.0.1:65079';
    var url = "http://127.0.0.1:58467/"
    var settingsFile = 'settings';
    var settingsFile = "settings"
    var scale = options.scale;

    //Create different containers for the charts
    var chartContainer = document.getElementById("chart-container");
    chartContainer.id = "chart-container" + id;
    chartContainer.style.height = options.height.toString() + 'px';

    if (options.width != 'auto') {
        chartContainer.style.width = options.width.toString() + 'px';
    }

    var selector = $("#variable-selector");
    selector.attr('id', "variable-selector" + id);

    var settings = $("#settings-collapse");
    settings.attr('id', "settings-collapse" + id);

    var button = $("#settings-button");
    button.attr('id', "settings-button" + id);

    var saveButton = $("#save-settings");
    saveButton.attr('id', "save-settings" + id);

    var optionsInput = $("#options-input");
    optionsInput.attr('id', "options-input" + id);
    optionsInput.val(settingsFile);

    var optionsButton = $("#options-button");
    optionsButton.attr('id', "options-button" + id);

    // create the editor
    var editorContainer = document.getElementById("jsoneditor");
    editorContainer.id = "jsoneditor" + id;
    var editor = new JSONEditor(editorContainer);

    button.on('click', showSettings);
    saveButton.on('click', applyOptions);
    optionsButton.on('click', saveOptions);

    function applyOptions() {
        var newOptions = editor.get();
        setOptions(newOptions);
        settings.collapse('hide');
    }

    function saveOptions(event) {
        event.preventDefault();

        applyOptions();

        var options = chart.options;
        delete options.exporting;

        var name = optionsInput.val() ? optionsInput.val() + '.json' : 'settings.json';

        options['settingsFile'] = name;

        $.ajax({
            type: "POST",
            url: url,
            data: JSON.stringify({
                options: options,
                name: name
            })
        });
    }

    function showSettings() {
        settings.collapse('toggle');
    }

    //Choose a chart type
    var ChartType = useHighStock ? Highcharts.StockChart : Highcharts.Chart;

    //Default highchart colors
    var colors = ['#7cb5ec', '#434348', '#90ed7d', '#f7a35c', '#8085e9',
        '#f15c80', '#e4d354', '#2b908f', '#f45b5b', '#91e8e1'];

    series.map(function (serie, index) {
        if (!serie.color) {
            serie['color'] = colors[index % 10];
        }

        return serie;
    });

    //Get all the keys
    var keys = [];
    var initialKeys = [];
    $.each(series, function (index, serie) {
        keys.push({
            display: serie.display,
            value: serie.name,
            text: serie.name
        });

        if (serie.display) {
            initialKeys.push(serie.name)
        }
    });

    selector.selectize({
        plugins: ['remove_button', 'restore_on_backspace'],
        delimiter: ',',
        options: keys,
        items: initialKeys,
        onItemAdd: function (key) {
            console.log('series added');
            addSeries(key);
            newChart(chart.options, renderedSeries);
        },
        onItemRemove: function (key) {
            console.log('series removed');
            deleteSeries(key);
            newChart(chart.options, renderedSeries);
        }
    });

    //Set initial chart options
    var chartOptions;
    if (typeof options.chart === "undefined") {
        chartOptions = {renderTo: chartContainer.id};
    } else {
        chartOptions = $.extend(options["chart"], {renderTo: chartContainer.id});
    }

    //Initial rendered series
    var renderedSeries = [];
    options = $.extend(options, {chart: chartOptions}, {series: renderedSeries});
    var chart = new ChartType(options);

    $.each(initialKeys, function (index, key) {
        addSeries(key);
    });

    newChart(chart.options, renderedSeries);
    editor.set(chart.options);

    if (save) {
        saveSVG(url, save)
    }

    function setOptions(options) {
        //Prevent export from breaking
        delete options.exporting;
        options['exporting'] = {scale: options.scale};

        chartContainer.style.height = options.height.toString() + 'px';

        if (options.width != 'auto') {
            chartContainer.style.width = options.width.toString() + 'px';
        }

        newChart(options, renderedSeries);

    }

    function findSeries(series, key) {
        return series.findIndex(function (obj) {
            return obj.name == key;
        })
    }

    function newChart(options, series) {
        //Disable animation
        var newOptions = $.extend(options, {series: series});
        newOptions.plotOptions['series'] = {animation: false};

        //Get zoom
        var xExtremes = chart.xAxis[0].getExtremes();

        //Re-plot the chart
        chart.destroy();
        chart = new ChartType(newOptions);

        //Reset the zoom
        chart.xAxis[0].setExtremes(xExtremes.min, xExtremes.max, false, false);

        //Re-draw chart
        chart.redraw();
    }

    function addSeries(key) {
        var index = findSeries(series, key);
        var newSeries = series[index];
        renderedSeries.push(newSeries)
    }

    function deleteSeries(key) {
        var index = findSeries(renderedSeries, key);
        renderedSeries.splice(index, 1)
    }

    function saveSVG(url, name) {
        $.ajax({
            type: "POST",
            url: url,
            data: JSON.stringify({
                svg: chart.getSVG(),
                name: name
            })
        });
    }

    console.log('loaded!', Date());
}

});

},{}]},{},[1]);
</script>

</div>

</div>

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