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Mejorar tiempo de desplazamiento.html
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Mejorar tiempo de desplazamiento.html
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<!DOCTYPE html>
<html>
<head><meta charset="utf-8" />
<title>Mejorar tiempo de desplazamiento</title>
<script src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.1.10/require.min.js"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/2.0.3/jquery.min.js"></script>
<style type="text/css">
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<h1 id="Importar-datos-y-crear-funciones">Importar datos y crear funciones<a class="anchor-link" href="#Importar-datos-y-crear-funciones">¶</a></h1>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
<span class="kn">import</span> <span class="nn">matplotlib.pylab</span> <span class="k">as</span> <span class="nn">plt</span>
<span class="kn">import</span> <span class="nn">math</span>
<span class="o">%</span><span class="k">matplotlib</span> notebook
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">viajes</span><span class="o">=</span><span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s1">'Encuesta_de_movilidad_de_Bogot__2015___Caracterizaci_n_viajes___Origen_Destino.csv'</span><span class="p">)</span>
<span class="n">coo_t</span><span class="o">=</span><span class="n">viajes</span><span class="p">[[</span><span class="s1">'MEDIO_PREDOMINANTE'</span><span class="p">,</span><span class="s1">'LATITUD_ORIGEN'</span><span class="p">,</span> <span class="s1">'LATITUD_DESTINO'</span><span class="p">,</span> <span class="s1">'LONGITUD_ORIGEN'</span><span class="p">,</span><span class="s1">'LONGITUD_DESTINO'</span><span class="p">,</span> <span class="s1">'DIFERENCIA_HORAS'</span><span class="p">]]</span><span class="o">.</span><span class="n">copy</span><span class="p">()</span>
<span class="n">coo_t</span><span class="o">.</span><span class="n">dropna</span><span class="p">(</span><span class="n">inplace</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">to_time</span><span class="p">(</span><span class="n">x</span><span class="p">):</span>
<span class="n">T</span><span class="o">=</span><span class="p">[</span><span class="nb">float</span><span class="p">(</span><span class="n">i</span><span class="p">)</span> <span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="n">x</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="s1">':'</span><span class="p">)]</span>
<span class="n">tiempo</span><span class="o">=</span><span class="n">T</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">+</span><span class="n">T</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">/</span><span class="mi">60</span> <span class="o">+</span> <span class="n">T</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">/</span><span class="mi">3600</span>
<span class="k">return</span> <span class="n">tiempo</span>
<span class="k">def</span> <span class="nf">Earth_Dist</span><span class="p">(</span><span class="n">long1</span><span class="p">,</span><span class="n">lat1</span><span class="p">,</span><span class="n">long2</span><span class="p">,</span><span class="n">lat2</span><span class="p">):</span>
<span class="n">a1</span><span class="o">=</span><span class="n">math</span><span class="o">.</span><span class="n">radians</span><span class="p">(</span><span class="n">lat1</span><span class="p">)</span>
<span class="n">a2</span><span class="o">=</span><span class="n">math</span><span class="o">.</span><span class="n">radians</span><span class="p">(</span><span class="n">long1</span><span class="p">)</span>
<span class="n">b1</span><span class="o">=</span><span class="n">math</span><span class="o">.</span><span class="n">radians</span><span class="p">(</span><span class="n">lat2</span><span class="p">)</span>
<span class="n">b2</span><span class="o">=</span><span class="n">math</span><span class="o">.</span><span class="n">radians</span><span class="p">(</span><span class="n">long2</span><span class="p">)</span>
<span class="n">dlon</span><span class="o">=</span> <span class="n">b2</span><span class="o">-</span><span class="n">a2</span>
<span class="n">dlat</span><span class="o">=</span> <span class="n">b1</span><span class="o">-</span><span class="n">a1</span>
<span class="n">a</span> <span class="o">=</span> <span class="p">(</span><span class="n">math</span><span class="o">.</span><span class="n">sin</span><span class="p">(</span><span class="n">dlat</span><span class="o">/</span><span class="mi">2</span><span class="p">))</span><span class="o">**</span><span class="mi">2</span> <span class="o">+</span> <span class="n">math</span><span class="o">.</span><span class="n">cos</span><span class="p">(</span><span class="n">a1</span><span class="p">)</span> <span class="o">*</span> <span class="n">math</span><span class="o">.</span><span class="n">cos</span><span class="p">(</span><span class="n">b1</span><span class="p">)</span> <span class="o">*</span> <span class="p">(</span><span class="n">math</span><span class="o">.</span><span class="n">sin</span><span class="p">(</span><span class="n">dlon</span><span class="o">/</span><span class="mi">2</span><span class="p">))</span><span class="o">**</span><span class="mi">2</span>
<span class="n">c</span> <span class="o">=</span> <span class="mi">2</span><span class="o">*</span><span class="n">math</span><span class="o">.</span><span class="n">atan2</span><span class="p">(</span><span class="n">math</span><span class="o">.</span><span class="n">sqrt</span><span class="p">(</span><span class="n">a</span><span class="p">),</span> <span class="n">math</span><span class="o">.</span><span class="n">sqrt</span><span class="p">(</span><span class="mi">1</span> <span class="o">-</span> <span class="n">a</span><span class="p">))</span>
<span class="n">R</span> <span class="o">=</span> <span class="mf">6378.145</span>
<span class="n">d</span> <span class="o">=</span> <span class="n">R</span> <span class="o">*</span> <span class="n">c</span>
<span class="k">return</span> <span class="n">d</span>
<span class="k">def</span> <span class="nf">fix_lat</span><span class="p">(</span><span class="n">x</span><span class="p">):</span>
<span class="n">coor</span><span class="o">=</span><span class="nb">str</span><span class="p">(</span><span class="nb">int</span><span class="p">(</span><span class="n">x</span><span class="p">))</span>
<span class="k">return</span> <span class="nb">float</span><span class="p">(</span><span class="n">coor</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">+</span><span class="s1">'.'</span><span class="o">+</span><span class="n">coor</span><span class="p">[</span><span class="mi">1</span><span class="p">:])</span>
<span class="k">def</span> <span class="nf">fix_lon</span><span class="p">(</span><span class="n">x</span><span class="p">):</span>
<span class="n">coor</span><span class="o">=</span><span class="nb">str</span><span class="p">(</span><span class="nb">int</span><span class="p">(</span><span class="n">x</span><span class="p">))</span>
<span class="k">return</span> <span class="nb">float</span><span class="p">(</span><span class="n">coor</span><span class="p">[:</span><span class="mi">3</span><span class="p">]</span><span class="o">+</span><span class="s1">'.'</span><span class="o">+</span><span class="n">coor</span><span class="p">[</span><span class="mi">3</span><span class="p">:])</span>
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<h1 id="Transformar-Coordenadas-(El-coco)">Transformar Coordenadas (El coco)<a class="anchor-link" href="#Transformar-Coordenadas-(El-coco)">¶</a></h1><h1 id="Filtrar-distancias-y-velocidades">Filtrar distancias y velocidades<a class="anchor-link" href="#Filtrar-distancias-y-velocidades">¶</a></h1>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">coo_t</span><span class="p">[</span><span class="s1">'tiempo_recorrido'</span><span class="p">]</span><span class="o">=</span><span class="n">coo_t</span><span class="p">[</span><span class="s1">'DIFERENCIA_HORAS'</span><span class="p">]</span><span class="o">.</span><span class="n">apply</span><span class="p">(</span><span class="k">lambda</span> <span class="n">x</span><span class="p">:</span> <span class="n">to_time</span><span class="p">(</span><span class="n">x</span><span class="p">))</span>
<span class="n">coo_t</span><span class="o">=</span><span class="n">coo_t</span><span class="p">[</span><span class="n">coo_t</span><span class="o">.</span><span class="n">tiempo_recorrido</span><span class="o">!=</span><span class="mf">0.0</span><span class="p">]</span><span class="o">.</span><span class="n">copy</span><span class="p">()</span>
<span class="n">coo_t</span><span class="p">[</span><span class="s1">'LONGITUD_ORIGEN'</span><span class="p">]</span><span class="o">=</span><span class="n">coo_t</span><span class="p">[</span><span class="s1">'LONGITUD_ORIGEN'</span><span class="p">]</span><span class="o">.</span><span class="n">apply</span><span class="p">(</span><span class="k">lambda</span> <span class="n">x</span><span class="p">:</span> <span class="n">fix_lon</span><span class="p">(</span><span class="n">x</span><span class="p">))</span>
<span class="n">coo_t</span><span class="p">[</span><span class="s1">'LATITUD_ORIGEN'</span><span class="p">]</span><span class="o">=</span><span class="n">coo_t</span><span class="p">[</span><span class="s1">'LATITUD_ORIGEN'</span><span class="p">]</span><span class="o">.</span><span class="n">apply</span><span class="p">(</span><span class="k">lambda</span> <span class="n">x</span><span class="p">:</span> <span class="n">fix_lat</span><span class="p">(</span><span class="n">x</span><span class="p">))</span>
<span class="n">coo_t</span><span class="p">[</span><span class="s1">'LONGITUD_DESTINO'</span><span class="p">]</span><span class="o">=</span><span class="n">coo_t</span><span class="p">[</span><span class="s1">'LONGITUD_DESTINO'</span><span class="p">]</span><span class="o">.</span><span class="n">apply</span><span class="p">(</span><span class="k">lambda</span> <span class="n">x</span><span class="p">:</span> <span class="n">fix_lon</span><span class="p">(</span><span class="n">x</span><span class="p">))</span>
<span class="n">coo_t</span><span class="p">[</span><span class="s1">'LATITUD_DESTINO'</span><span class="p">]</span><span class="o">=</span><span class="n">coo_t</span><span class="p">[</span><span class="s1">'LATITUD_DESTINO'</span><span class="p">]</span><span class="o">.</span><span class="n">apply</span><span class="p">(</span><span class="k">lambda</span> <span class="n">x</span><span class="p">:</span> <span class="n">fix_lat</span><span class="p">(</span><span class="n">x</span><span class="p">))</span>
<span class="n">coo_t</span><span class="p">[</span><span class="s1">'distancia_km'</span><span class="p">]</span><span class="o">=</span><span class="n">coo_t</span><span class="o">.</span><span class="n">apply</span><span class="p">(</span><span class="k">lambda</span> <span class="n">x</span><span class="p">:</span> <span class="n">Earth_Dist</span><span class="p">(</span><span class="n">x</span><span class="p">[</span><span class="s1">'LONGITUD_ORIGEN'</span><span class="p">],</span><span class="n">x</span><span class="p">[</span><span class="s1">'LATITUD_ORIGEN'</span><span class="p">],</span> <span class="n">x</span><span class="p">[</span><span class="s1">'LONGITUD_DESTINO'</span><span class="p">],</span><span class="n">x</span><span class="p">[</span><span class="s2">"LATITUD_DESTINO"</span><span class="p">]),</span><span class="n">axis</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
<span class="n">coo_t</span><span class="p">[</span><span class="s2">"velocidad km/h"</span><span class="p">]</span><span class="o">=</span><span class="n">coo_t</span><span class="o">.</span><span class="n">apply</span><span class="p">(</span><span class="k">lambda</span> <span class="n">x</span><span class="p">:</span> <span class="n">x</span><span class="p">[</span><span class="s2">"distancia_km"</span><span class="p">]</span><span class="o">/</span><span class="n">x</span><span class="p">[</span><span class="s2">"tiempo_recorrido"</span><span class="p">],</span><span class="n">axis</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
<span class="n">clean_data</span><span class="o">=</span><span class="n">coo_t</span><span class="p">[(</span><span class="n">coo_t</span><span class="o">.</span><span class="n">LATITUD_ORIGEN</span> <span class="o"><=</span><span class="mf">5.0</span><span class="p">)</span> <span class="o">&</span> <span class="p">(</span><span class="n">coo_t</span><span class="o">.</span><span class="n">LATITUD_ORIGEN</span> <span class="o">>=</span> <span class="mf">3.0</span><span class="p">)</span>
<span class="o">&</span> <span class="p">(</span><span class="n">coo_t</span><span class="o">.</span><span class="n">LATITUD_DESTINO</span> <span class="o">>=</span><span class="mf">3.0</span><span class="p">)</span> <span class="o">&</span> <span class="p">(</span><span class="n">coo_t</span><span class="o">.</span><span class="n">LATITUD_DESTINO</span> <span class="o"><=</span> <span class="mf">5.0</span><span class="p">)</span>
<span class="o">&</span> <span class="p">(</span><span class="n">coo_t</span><span class="o">.</span><span class="n">LONGITUD_ORIGEN</span> <span class="o">>=-</span><span class="mf">75.0</span><span class="p">)</span> <span class="o">&</span> <span class="p">(</span><span class="n">coo_t</span><span class="o">.</span><span class="n">LONGITUD_ORIGEN</span> <span class="o"><=</span> <span class="o">-</span><span class="mf">73.5</span><span class="p">)</span>
<span class="o">&</span> <span class="p">(</span><span class="n">coo_t</span><span class="o">.</span><span class="n">LONGITUD_DESTINO</span> <span class="o">>=-</span><span class="mf">75.0</span><span class="p">)</span> <span class="o">&</span> <span class="p">(</span><span class="n">coo_t</span><span class="o">.</span><span class="n">LONGITUD_DESTINO</span> <span class="o"><=</span> <span class="o">-</span><span class="mf">73.5</span><span class="p">)]</span>
<span class="n">clean_data</span><span class="o">=</span><span class="n">clean_data</span><span class="p">[</span><span class="n">clean_data</span><span class="p">[</span><span class="s1">'velocidad km/h'</span><span class="p">]</span><span class="o"><=</span><span class="mf">100.0</span><span class="p">]</span>
</pre></div>
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<h1 id="Visualizar-para-hacer-Inferencias">Visualizar para hacer Inferencias<a class="anchor-link" href="#Visualizar-para-hacer-Inferencias">¶</a></h1>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">clean_data</span><span class="p">[</span><span class="s1">'velocidad km/h'</span><span class="p">]</span><span class="o">.</span><span class="n">hist</span><span class="p">(</span><span class="n">bins</span><span class="o">=</span><span class="mi">100</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">'Histograma velocidades'</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s1">'velocidad(Km/h)'</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s1">'Frecuencia'</span><span class="p">)</span>
</pre></div>
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<div id="24880817-669b-4414-b1c3-9cada23bbded"></div>
<div class="output_subarea output_javascript ">
<script type="text/javascript">
var element = $('#24880817-669b-4414-b1c3-9cada23bbded');
/* Put everything inside the global mpl namespace */
window.mpl = {};
mpl.get_websocket_type = function() {
if (typeof(WebSocket) !== 'undefined') {
return WebSocket;
} else if (typeof(MozWebSocket) !== 'undefined') {
return MozWebSocket;
} else {
alert('Your browser does not have WebSocket support.' +
'Please try Chrome, Safari or Firefox ≥ 6. ' +
'Firefox 4 and 5 are also supported but you ' +
'have to enable WebSockets in about:config.');
};
}
mpl.figure = function(figure_id, websocket, ondownload, parent_element) {
this.id = figure_id;
this.ws = websocket;
this.supports_binary = (this.ws.binaryType != undefined);
if (!this.supports_binary) {
var warnings = document.getElementById("mpl-warnings");
if (warnings) {
warnings.style.display = 'block';
warnings.textContent = (
"This browser does not support binary websocket messages. " +
"Performance may be slow.");
}
}
this.imageObj = new Image();
this.context = undefined;
this.message = undefined;
this.canvas = undefined;
this.rubberband_canvas = undefined;
this.rubberband_context = undefined;
this.format_dropdown = undefined;
this.image_mode = 'full';
this.root = $('<div/>');
this._root_extra_style(this.root)
this.root.attr('style', 'display: inline-block');
$(parent_element).append(this.root);
this._init_header(this);
this._init_canvas(this);
this._init_toolbar(this);
var fig = this;
this.waiting = false;
this.ws.onopen = function () {
fig.send_message("supports_binary", {value: fig.supports_binary});
fig.send_message("send_image_mode", {});
fig.send_message("refresh", {});
}
this.imageObj.onload = function() {
if (fig.image_mode == 'full') {
// Full images could contain transparency (where diff images
// almost always do), so we need to clear the canvas so that
// there is no ghosting.
fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);
}
fig.context.drawImage(fig.imageObj, 0, 0);
};
this.imageObj.onunload = function() {
this.ws.close();
}
this.ws.onmessage = this._make_on_message_function(this);
this.ondownload = ondownload;
}
mpl.figure.prototype._init_header = function() {
var titlebar = $(
'<div class="ui-dialog-titlebar ui-widget-header ui-corner-all ' +
'ui-helper-clearfix"/>');
var titletext = $(
'<div class="ui-dialog-title" style="width: 100%; ' +
'text-align: center; padding: 3px;"/>');
titlebar.append(titletext)
this.root.append(titlebar);
this.header = titletext[0];
}
mpl.figure.prototype._canvas_extra_style = function(canvas_div) {
}
mpl.figure.prototype._root_extra_style = function(canvas_div) {
}
mpl.figure.prototype._init_canvas = function() {
var fig = this;
var canvas_div = $('<div/>');
canvas_div.attr('style', 'position: relative; clear: both; outline: 0');
function canvas_keyboard_event(event) {
return fig.key_event(event, event['data']);
}
canvas_div.keydown('key_press', canvas_keyboard_event);
canvas_div.keyup('key_release', canvas_keyboard_event);
this.canvas_div = canvas_div
this._canvas_extra_style(canvas_div)
this.root.append(canvas_div);
var canvas = $('<canvas/>');
canvas.addClass('mpl-canvas');
canvas.attr('style', "left: 0; top: 0; z-index: 0; outline: 0")
this.canvas = canvas[0];
this.context = canvas[0].getContext("2d");
var rubberband = $('<canvas/>');
rubberband.attr('style', "position: absolute; left: 0; top: 0; z-index: 1;")
var pass_mouse_events = true;
canvas_div.resizable({
start: function(event, ui) {
pass_mouse_events = false;
},
resize: function(event, ui) {
fig.request_resize(ui.size.width, ui.size.height);
},
stop: function(event, ui) {
pass_mouse_events = true;
fig.request_resize(ui.size.width, ui.size.height);
},
});
function mouse_event_fn(event) {
if (pass_mouse_events)
return fig.mouse_event(event, event['data']);
}
rubberband.mousedown('button_press', mouse_event_fn);
rubberband.mouseup('button_release', mouse_event_fn);
// Throttle sequential mouse events to 1 every 20ms.
rubberband.mousemove('motion_notify', mouse_event_fn);
rubberband.mouseenter('figure_enter', mouse_event_fn);
rubberband.mouseleave('figure_leave', mouse_event_fn);
canvas_div.on("wheel", function (event) {
event = event.originalEvent;
event['data'] = 'scroll'
if (event.deltaY < 0) {
event.step = 1;
} else {
event.step = -1;
}
mouse_event_fn(event);
});
canvas_div.append(canvas);
canvas_div.append(rubberband);
this.rubberband = rubberband;
this.rubberband_canvas = rubberband[0];
this.rubberband_context = rubberband[0].getContext("2d");
this.rubberband_context.strokeStyle = "#000000";
this._resize_canvas = function(width, height) {
// Keep the size of the canvas, canvas container, and rubber band
// canvas in synch.
canvas_div.css('width', width)
canvas_div.css('height', height)
canvas.attr('width', width);
canvas.attr('height', height);
rubberband.attr('width', width);
rubberband.attr('height', height);
}
// Set the figure to an initial 600x600px, this will subsequently be updated
// upon first draw.
this._resize_canvas(600, 600);
// Disable right mouse context menu.
$(this.rubberband_canvas).bind("contextmenu",function(e){
return false;
});
function set_focus () {
canvas.focus();
canvas_div.focus();
}
window.setTimeout(set_focus, 100);
}
mpl.figure.prototype._init_toolbar = function() {
var fig = this;
var nav_element = $('<div/>')
nav_element.attr('style', 'width: 100%');
this.root.append(nav_element);
// Define a callback function for later on.
function toolbar_event(event) {
return fig.toolbar_button_onclick(event['data']);
}
function toolbar_mouse_event(event) {
return fig.toolbar_button_onmouseover(event['data']);
}
for(var toolbar_ind in mpl.toolbar_items) {
var name = mpl.toolbar_items[toolbar_ind][0];
var tooltip = mpl.toolbar_items[toolbar_ind][1];
var image = mpl.toolbar_items[toolbar_ind][2];
var method_name = mpl.toolbar_items[toolbar_ind][3];
if (!name) {
// put a spacer in here.
continue;
}
var button = $('<button/>');
button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +
'ui-button-icon-only');
button.attr('role', 'button');
button.attr('aria-disabled', 'false');
button.click(method_name, toolbar_event);
button.mouseover(tooltip, toolbar_mouse_event);
var icon_img = $('<span/>');
icon_img.addClass('ui-button-icon-primary ui-icon');
icon_img.addClass(image);
icon_img.addClass('ui-corner-all');
var tooltip_span = $('<span/>');
tooltip_span.addClass('ui-button-text');
tooltip_span.html(tooltip);
button.append(icon_img);
button.append(tooltip_span);
nav_element.append(button);
}
var fmt_picker_span = $('<span/>');
var fmt_picker = $('<select/>');
fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');
fmt_picker_span.append(fmt_picker);
nav_element.append(fmt_picker_span);
this.format_dropdown = fmt_picker[0];
for (var ind in mpl.extensions) {
var fmt = mpl.extensions[ind];
var option = $(
'<option/>', {selected: fmt === mpl.default_extension}).html(fmt);
fmt_picker.append(option)
}
// Add hover states to the ui-buttons
$( ".ui-button" ).hover(
function() { $(this).addClass("ui-state-hover");},
function() { $(this).removeClass("ui-state-hover");}
);
var status_bar = $('<span class="mpl-message"/>');
nav_element.append(status_bar);
this.message = status_bar[0];
}
mpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {
// Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,
// which will in turn request a refresh of the image.
this.send_message('resize', {'width': x_pixels, 'height': y_pixels});
}
mpl.figure.prototype.send_message = function(type, properties) {
properties['type'] = type;
properties['figure_id'] = this.id;
this.ws.send(JSON.stringify(properties));
}
mpl.figure.prototype.send_draw_message = function() {
if (!this.waiting) {
this.waiting = true;
this.ws.send(JSON.stringify({type: "draw", figure_id: this.id}));
}
}
mpl.figure.prototype.handle_save = function(fig, msg) {
var format_dropdown = fig.format_dropdown;
var format = format_dropdown.options[format_dropdown.selectedIndex].value;
fig.ondownload(fig, format);
}
mpl.figure.prototype.handle_resize = function(fig, msg) {
var size = msg['size'];
if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {
fig._resize_canvas(size[0], size[1]);
fig.send_message("refresh", {});
};
}
mpl.figure.prototype.handle_rubberband = function(fig, msg) {
var x0 = msg['x0'];
var y0 = fig.canvas.height - msg['y0'];
var x1 = msg['x1'];
var y1 = fig.canvas.height - msg['y1'];
x0 = Math.floor(x0) + 0.5;
y0 = Math.floor(y0) + 0.5;
x1 = Math.floor(x1) + 0.5;
y1 = Math.floor(y1) + 0.5;
var min_x = Math.min(x0, x1);
var min_y = Math.min(y0, y1);
var width = Math.abs(x1 - x0);
var height = Math.abs(y1 - y0);
fig.rubberband_context.clearRect(
0, 0, fig.canvas.width, fig.canvas.height);
fig.rubberband_context.strokeRect(min_x, min_y, width, height);
}
mpl.figure.prototype.handle_figure_label = function(fig, msg) {
// Updates the figure title.
fig.header.textContent = msg['label'];
}
mpl.figure.prototype.handle_cursor = function(fig, msg) {
var cursor = msg['cursor'];
switch(cursor)
{
case 0:
cursor = 'pointer';
break;
case 1:
cursor = 'default';
break;
case 2:
cursor = 'crosshair';
break;
case 3:
cursor = 'move';
break;
}
fig.rubberband_canvas.style.cursor = cursor;
}
mpl.figure.prototype.handle_message = function(fig, msg) {
fig.message.textContent = msg['message'];
}
mpl.figure.prototype.handle_draw = function(fig, msg) {
// Request the server to send over a new figure.
fig.send_draw_message();
}
mpl.figure.prototype.handle_image_mode = function(fig, msg) {
fig.image_mode = msg['mode'];
}
mpl.figure.prototype.updated_canvas_event = function() {
// Called whenever the canvas gets updated.
this.send_message("ack", {});
}
// A function to construct a web socket function for onmessage handling.
// Called in the figure constructor.
mpl.figure.prototype._make_on_message_function = function(fig) {
return function socket_on_message(evt) {
if (evt.data instanceof Blob) {
/* FIXME: We get "Resource interpreted as Image but
* transferred with MIME type text/plain:" errors on
* Chrome. But how to set the MIME type? It doesn't seem
* to be part of the websocket stream */
evt.data.type = "image/png";
/* Free the memory for the previous frames */
if (fig.imageObj.src) {
(window.URL || window.webkitURL).revokeObjectURL(
fig.imageObj.src);
}
fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(
evt.data);
fig.updated_canvas_event();
fig.waiting = false;
return;
}
else if (typeof evt.data === 'string' && evt.data.slice(0, 21) == "data:image/png;base64") {
fig.imageObj.src = evt.data;
fig.updated_canvas_event();
fig.waiting = false;
return;
}
var msg = JSON.parse(evt.data);
var msg_type = msg['type'];
// Call the "handle_{type}" callback, which takes
// the figure and JSON message as its only arguments.
try {
var callback = fig["handle_" + msg_type];
} catch (e) {
console.log("No handler for the '" + msg_type + "' message type: ", msg);
return;
}
if (callback) {
try {
// console.log("Handling '" + msg_type + "' message: ", msg);
callback(fig, msg);
} catch (e) {
console.log("Exception inside the 'handler_" + msg_type + "' callback:", e, e.stack, msg);
}
}
};
}
// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas
mpl.findpos = function(e) {
//this section is from http://www.quirksmode.org/js/events_properties.html
var targ;
if (!e)
e = window.event;
if (e.target)
targ = e.target;
else if (e.srcElement)
targ = e.srcElement;
if (targ.nodeType == 3) // defeat Safari bug
targ = targ.parentNode;
// jQuery normalizes the pageX and pageY
// pageX,Y are the mouse positions relative to the document
// offset() returns the position of the element relative to the document
var x = e.pageX - $(targ).offset().left;
var y = e.pageY - $(targ).offset().top;
return {"x": x, "y": y};
};
/*
* return a copy of an object with only non-object keys
* we need this to avoid circular references
* http://stackoverflow.com/a/24161582/3208463
*/
function simpleKeys (original) {
return Object.keys(original).reduce(function (obj, key) {
if (typeof original[key] !== 'object')
obj[key] = original[key]
return obj;
}, {});
}
mpl.figure.prototype.mouse_event = function(event, name) {
var canvas_pos = mpl.findpos(event)
if (name === 'button_press')
{
this.canvas.focus();
this.canvas_div.focus();
}
var x = canvas_pos.x;
var y = canvas_pos.y;
this.send_message(name, {x: x, y: y, button: event.button,
step: event.step,
guiEvent: simpleKeys(event)});
/* This prevents the web browser from automatically changing to
* the text insertion cursor when the button is pressed. We want
* to control all of the cursor setting manually through the
* 'cursor' event from matplotlib */
event.preventDefault();
return false;
}
mpl.figure.prototype._key_event_extra = function(event, name) {
// Handle any extra behaviour associated with a key event
}
mpl.figure.prototype.key_event = function(event, name) {
// Prevent repeat events
if (name == 'key_press')
{
if (event.which === this._key)
return;
else
this._key = event.which;
}
if (name == 'key_release')
this._key = null;
var value = '';
if (event.ctrlKey && event.which != 17)
value += "ctrl+";
if (event.altKey && event.which != 18)
value += "alt+";
if (event.shiftKey && event.which != 16)
value += "shift+";
value += 'k';
value += event.which.toString();
this._key_event_extra(event, name);
this.send_message(name, {key: value,
guiEvent: simpleKeys(event)});
return false;
}
mpl.figure.prototype.toolbar_button_onclick = function(name) {
if (name == 'download') {
this.handle_save(this, null);
} else {
this.send_message("toolbar_button", {name: name});
}
};
mpl.figure.prototype.toolbar_button_onmouseover = function(tooltip) {
this.message.textContent = tooltip;
};
mpl.toolbar_items = [["Home", "Reset original view", "fa fa-home icon-home", "home"], ["Back", "Back to previous view", "fa fa-arrow-left icon-arrow-left", "back"], ["Forward", "Forward to next view", "fa fa-arrow-right icon-arrow-right", "forward"], ["", "", "", ""], ["Pan", "Pan axes with left mouse, zoom with right", "fa fa-arrows icon-move", "pan"], ["Zoom", "Zoom to rectangle", "fa fa-square-o icon-check-empty", "zoom"], ["", "", "", ""], ["Download", "Download plot", "fa fa-floppy-o icon-save", "download"]];
mpl.extensions = ["eps", "jpeg", "pdf", "png", "ps", "raw", "svg", "tif"];
mpl.default_extension = "png";var comm_websocket_adapter = function(comm) {
// Create a "websocket"-like object which calls the given IPython comm
// object with the appropriate methods. Currently this is a non binary
// socket, so there is still some room for performance tuning.
var ws = {};
ws.close = function() {
comm.close()
};
ws.send = function(m) {
//console.log('sending', m);
comm.send(m);
};
// Register the callback with on_msg.
comm.on_msg(function(msg) {
//console.log('receiving', msg['content']['data'], msg);
// Pass the mpl event to the overriden (by mpl) onmessage function.
ws.onmessage(msg['content']['data'])
});
return ws;
}
mpl.mpl_figure_comm = function(comm, msg) {
// This is the function which gets called when the mpl process
// starts-up an IPython Comm through the "matplotlib" channel.
var id = msg.content.data.id;
// Get hold of the div created by the display call when the Comm
// socket was opened in Python.
var element = $("#" + id);
var ws_proxy = comm_websocket_adapter(comm)
function ondownload(figure, format) {
window.open(figure.imageObj.src);
}
var fig = new mpl.figure(id, ws_proxy,
ondownload,
element.get(0));
// Call onopen now - mpl needs it, as it is assuming we've passed it a real
// web socket which is closed, not our websocket->open comm proxy.
ws_proxy.onopen();
fig.parent_element = element.get(0);
fig.cell_info = mpl.find_output_cell("<div id='" + id + "'></div>");
if (!fig.cell_info) {
console.error("Failed to find cell for figure", id, fig);
return;
}
var output_index = fig.cell_info[2]
var cell = fig.cell_info[0];
};
mpl.figure.prototype.handle_close = function(fig, msg) {
fig.root.unbind('remove')
// Update the output cell to use the data from the current canvas.
fig.push_to_output();
var dataURL = fig.canvas.toDataURL();
// Re-enable the keyboard manager in IPython - without this line, in FF,
// the notebook keyboard shortcuts fail.
IPython.keyboard_manager.enable()
$(fig.parent_element).html('<img src="' + dataURL + '">');
fig.close_ws(fig, msg);
}
mpl.figure.prototype.close_ws = function(fig, msg){
fig.send_message('closing', msg);
// fig.ws.close()
}
mpl.figure.prototype.push_to_output = function(remove_interactive) {
// Turn the data on the canvas into data in the output cell.
var dataURL = this.canvas.toDataURL();
this.cell_info[1]['text/html'] = '<img src="' + dataURL + '">';
}
mpl.figure.prototype.updated_canvas_event = function() {
// Tell IPython that the notebook contents must change.
IPython.notebook.set_dirty(true);
this.send_message("ack", {});
var fig = this;
// Wait a second, then push the new image to the DOM so
// that it is saved nicely (might be nice to debounce this).
setTimeout(function () { fig.push_to_output() }, 1000);
}
mpl.figure.prototype._init_toolbar = function() {
var fig = this;
var nav_element = $('<div/>')
nav_element.attr('style', 'width: 100%');
this.root.append(nav_element);
// Define a callback function for later on.
function toolbar_event(event) {
return fig.toolbar_button_onclick(event['data']);
}
function toolbar_mouse_event(event) {
return fig.toolbar_button_onmouseover(event['data']);
}
for(var toolbar_ind in mpl.toolbar_items){
var name = mpl.toolbar_items[toolbar_ind][0];
var tooltip = mpl.toolbar_items[toolbar_ind][1];
var image = mpl.toolbar_items[toolbar_ind][2];
var method_name = mpl.toolbar_items[toolbar_ind][3];
if (!name) { continue; };
var button = $('<button class="btn btn-default" href="#" title="' + name + '"><i class="fa ' + image + ' fa-lg"></i></button>');
button.click(method_name, toolbar_event);
button.mouseover(tooltip, toolbar_mouse_event);
nav_element.append(button);
}
// Add the status bar.
var status_bar = $('<span class="mpl-message" style="text-align:right; float: right;"/>');
nav_element.append(status_bar);
this.message = status_bar[0];
// Add the close button to the window.
var buttongrp = $('<div class="btn-group inline pull-right"></div>');
var button = $('<button class="btn btn-mini btn-primary" href="#" title="Stop Interaction"><i class="fa fa-power-off icon-remove icon-large"></i></button>');
button.click(function (evt) { fig.handle_close(fig, {}); } );
button.mouseover('Stop Interaction', toolbar_mouse_event);
buttongrp.append(button);
var titlebar = this.root.find($('.ui-dialog-titlebar'));
titlebar.prepend(buttongrp);
}