1093 lines
71 KiB
Plaintext
1093 lines
71 KiB
Plaintext
{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": 5,
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"id": "aeb09018",
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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" fires thefts\n",
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"0 6.2 29\n",
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"1 9.5 44\n",
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"2 10.5 36\n",
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"3 7.7 37\n",
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"4 8.6 53\n",
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"5 34.1 68\n",
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"6 11.0 75\n",
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"7 6.9 18\n",
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"8 7.3 31\n",
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"9 15.1 25\n",
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"10 29.1 34\n",
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"11 2.2 14\n",
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"12 5.7 11\n",
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"13 2.0 11\n",
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"14 2.5 22\n",
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"15 4.0 16\n",
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"16 5.4 27\n",
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"17 2.2 9\n",
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"18 7.2 29\n",
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"19 15.1 30\n",
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"20 16.5 40\n",
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"21 18.4 32\n",
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"22 36.2 41\n",
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"23 39.7 147\n",
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"24 18.5 22\n",
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"25 23.3 29\n",
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"26 12.2 46\n",
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"27 5.6 23\n",
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"28 21.8 4\n",
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"29 21.6 31\n",
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"30 9.0 39\n",
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"31 3.6 15\n",
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"32 5.0 32\n",
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"33 28.6 27\n",
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"34 17.4 32\n",
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"35 11.3 34\n",
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"36 3.4 17\n",
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"37 11.9 46\n",
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"38 10.5 42\n",
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"39 10.7 43\n",
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"40 10.8 34\n",
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"41 4.8 19\n"
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]
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}
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],
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"source": [
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"import pandas as pd\n",
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"import matplotlib.pyplot as plt\n",
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"\n",
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"data = pd.read_csv('fires_thefts.csv', names=['fires','thefts'])\n",
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"print(data)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 8,
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"id": "75e90620",
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"metadata": {},
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"outputs": [
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{
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"data": {
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"application/javascript": [
|
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"/* Put everything inside the global mpl namespace */\n",
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"/* global mpl */\n",
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"window.mpl = {};\n",
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"\n",
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"mpl.get_websocket_type = function () {\n",
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" if (typeof WebSocket !== 'undefined') {\n",
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" return WebSocket;\n",
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" } else if (typeof MozWebSocket !== 'undefined') {\n",
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" return MozWebSocket;\n",
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" } else {\n",
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" alert(\n",
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" 'Your browser does not have WebSocket support. ' +\n",
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" 'Please try Chrome, Safari or Firefox ≥ 6. ' +\n",
|
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" 'Firefox 4 and 5 are also supported but you ' +\n",
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" 'have to enable WebSockets in about:config.'\n",
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" );\n",
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" }\n",
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"};\n",
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"\n",
|
|
"mpl.figure = function (figure_id, websocket, ondownload, parent_element) {\n",
|
|
" this.id = figure_id;\n",
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"\n",
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" this.ws = websocket;\n",
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"\n",
|
|
" this.supports_binary = this.ws.binaryType !== undefined;\n",
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|
"\n",
|
|
" if (!this.supports_binary) {\n",
|
|
" var warnings = document.getElementById('mpl-warnings');\n",
|
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" if (warnings) {\n",
|
|
" warnings.style.display = 'block';\n",
|
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" warnings.textContent =\n",
|
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" 'This browser does not support binary websocket messages. ' +\n",
|
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" 'Performance may be slow.';\n",
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" }\n",
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" }\n",
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"\n",
|
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" this.imageObj = new Image();\n",
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"\n",
|
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" this.context = undefined;\n",
|
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" this.message = undefined;\n",
|
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" this.canvas = undefined;\n",
|
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" this.rubberband_canvas = undefined;\n",
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" this.rubberband_context = undefined;\n",
|
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" this.format_dropdown = undefined;\n",
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"\n",
|
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" this.image_mode = 'full';\n",
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"\n",
|
|
" this.root = document.createElement('div');\n",
|
|
" this.root.setAttribute('style', 'display: inline-block');\n",
|
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" this._root_extra_style(this.root);\n",
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"\n",
|
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" parent_element.appendChild(this.root);\n",
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"\n",
|
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" this._init_header(this);\n",
|
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" this._init_canvas(this);\n",
|
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" this._init_toolbar(this);\n",
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"\n",
|
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" var fig = this;\n",
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"\n",
|
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" this.waiting = false;\n",
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"\n",
|
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" this.ws.onopen = function () {\n",
|
|
" fig.send_message('supports_binary', { value: fig.supports_binary });\n",
|
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" fig.send_message('send_image_mode', {});\n",
|
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" if (fig.ratio !== 1) {\n",
|
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" fig.send_message('set_device_pixel_ratio', {\n",
|
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" device_pixel_ratio: fig.ratio,\n",
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" });\n",
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" }\n",
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" fig.send_message('refresh', {});\n",
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" };\n",
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"\n",
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" this.imageObj.onload = function () {\n",
|
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" if (fig.image_mode === 'full') {\n",
|
|
" // Full images could contain transparency (where diff images\n",
|
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" // almost always do), so we need to clear the canvas so that\n",
|
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" // there is no ghosting.\n",
|
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" fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n",
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" }\n",
|
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" fig.context.drawImage(fig.imageObj, 0, 0);\n",
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" };\n",
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"\n",
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" this.imageObj.onunload = function () {\n",
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" fig.ws.close();\n",
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" };\n",
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"\n",
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" this.ws.onmessage = this._make_on_message_function(this);\n",
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"\n",
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" this.ondownload = ondownload;\n",
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"};\n",
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"\n",
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"mpl.figure.prototype._init_header = function () {\n",
|
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" var titlebar = document.createElement('div');\n",
|
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" titlebar.classList =\n",
|
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" 'ui-dialog-titlebar ui-widget-header ui-corner-all ui-helper-clearfix';\n",
|
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" var titletext = document.createElement('div');\n",
|
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" titletext.classList = 'ui-dialog-title';\n",
|
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" titletext.setAttribute(\n",
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" 'style',\n",
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" 'width: 100%; text-align: center; padding: 3px;'\n",
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" );\n",
|
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" titlebar.appendChild(titletext);\n",
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" this.root.appendChild(titlebar);\n",
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" this.header = titletext;\n",
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"};\n",
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"\n",
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"mpl.figure.prototype._canvas_extra_style = function (_canvas_div) {};\n",
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"\n",
|
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"mpl.figure.prototype._root_extra_style = function (_canvas_div) {};\n",
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"\n",
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"mpl.figure.prototype._init_canvas = function () {\n",
|
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" var fig = this;\n",
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"\n",
|
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" var canvas_div = (this.canvas_div = document.createElement('div'));\n",
|
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" canvas_div.setAttribute(\n",
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" 'style',\n",
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" 'border: 1px solid #ddd;' +\n",
|
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" 'box-sizing: content-box;' +\n",
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" 'clear: both;' +\n",
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" 'min-height: 1px;' +\n",
|
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" 'min-width: 1px;' +\n",
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" 'outline: 0;' +\n",
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" 'overflow: hidden;' +\n",
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" 'position: relative;' +\n",
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" 'resize: both;'\n",
|
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" );\n",
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"\n",
|
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" function on_keyboard_event_closure(name) {\n",
|
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" return function (event) {\n",
|
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" return fig.key_event(event, name);\n",
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" };\n",
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" }\n",
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"\n",
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" canvas_div.addEventListener(\n",
|
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" 'keydown',\n",
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" on_keyboard_event_closure('key_press')\n",
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" );\n",
|
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" canvas_div.addEventListener(\n",
|
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" 'keyup',\n",
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" on_keyboard_event_closure('key_release')\n",
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" );\n",
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"\n",
|
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" this._canvas_extra_style(canvas_div);\n",
|
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" this.root.appendChild(canvas_div);\n",
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"\n",
|
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" var canvas = (this.canvas = document.createElement('canvas'));\n",
|
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" canvas.classList.add('mpl-canvas');\n",
|
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" canvas.setAttribute('style', 'box-sizing: content-box;');\n",
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"\n",
|
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" this.context = canvas.getContext('2d');\n",
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"\n",
|
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" var backingStore =\n",
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" this.context.backingStorePixelRatio ||\n",
|
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" this.context.webkitBackingStorePixelRatio ||\n",
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" this.context.mozBackingStorePixelRatio ||\n",
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" this.context.msBackingStorePixelRatio ||\n",
|
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" this.context.oBackingStorePixelRatio ||\n",
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" this.context.backingStorePixelRatio ||\n",
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" 1;\n",
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"\n",
|
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" this.ratio = (window.devicePixelRatio || 1) / backingStore;\n",
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"\n",
|
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" var rubberband_canvas = (this.rubberband_canvas = document.createElement(\n",
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" 'canvas'\n",
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" ));\n",
|
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" rubberband_canvas.setAttribute(\n",
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" 'style',\n",
|
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" 'box-sizing: content-box; position: absolute; left: 0; top: 0; z-index: 1;'\n",
|
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" );\n",
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"\n",
|
|
" // Apply a ponyfill if ResizeObserver is not implemented by browser.\n",
|
|
" if (this.ResizeObserver === undefined) {\n",
|
|
" if (window.ResizeObserver !== undefined) {\n",
|
|
" this.ResizeObserver = window.ResizeObserver;\n",
|
|
" } else {\n",
|
|
" var obs = _JSXTOOLS_RESIZE_OBSERVER({});\n",
|
|
" this.ResizeObserver = obs.ResizeObserver;\n",
|
|
" }\n",
|
|
" }\n",
|
|
"\n",
|
|
" this.resizeObserverInstance = new this.ResizeObserver(function (entries) {\n",
|
|
" var nentries = entries.length;\n",
|
|
" for (var i = 0; i < nentries; i++) {\n",
|
|
" var entry = entries[i];\n",
|
|
" var width, height;\n",
|
|
" if (entry.contentBoxSize) {\n",
|
|
" if (entry.contentBoxSize instanceof Array) {\n",
|
|
" // Chrome 84 implements new version of spec.\n",
|
|
" width = entry.contentBoxSize[0].inlineSize;\n",
|
|
" height = entry.contentBoxSize[0].blockSize;\n",
|
|
" } else {\n",
|
|
" // Firefox implements old version of spec.\n",
|
|
" width = entry.contentBoxSize.inlineSize;\n",
|
|
" height = entry.contentBoxSize.blockSize;\n",
|
|
" }\n",
|
|
" } else {\n",
|
|
" // Chrome <84 implements even older version of spec.\n",
|
|
" width = entry.contentRect.width;\n",
|
|
" height = entry.contentRect.height;\n",
|
|
" }\n",
|
|
"\n",
|
|
" // Keep the size of the canvas and rubber band canvas in sync with\n",
|
|
" // the canvas container.\n",
|
|
" if (entry.devicePixelContentBoxSize) {\n",
|
|
" // Chrome 84 implements new version of spec.\n",
|
|
" canvas.setAttribute(\n",
|
|
" 'width',\n",
|
|
" entry.devicePixelContentBoxSize[0].inlineSize\n",
|
|
" );\n",
|
|
" canvas.setAttribute(\n",
|
|
" 'height',\n",
|
|
" entry.devicePixelContentBoxSize[0].blockSize\n",
|
|
" );\n",
|
|
" } else {\n",
|
|
" canvas.setAttribute('width', width * fig.ratio);\n",
|
|
" canvas.setAttribute('height', height * fig.ratio);\n",
|
|
" }\n",
|
|
" canvas.setAttribute(\n",
|
|
" 'style',\n",
|
|
" 'width: ' + width + 'px; height: ' + height + 'px;'\n",
|
|
" );\n",
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"\n",
|
|
" rubberband_canvas.setAttribute('width', width);\n",
|
|
" rubberband_canvas.setAttribute('height', height);\n",
|
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"\n",
|
|
" // And update the size in Python. We ignore the initial 0/0 size\n",
|
|
" // that occurs as the element is placed into the DOM, which should\n",
|
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" // otherwise not happen due to the minimum size styling.\n",
|
|
" if (fig.ws.readyState == 1 && width != 0 && height != 0) {\n",
|
|
" fig.request_resize(width, height);\n",
|
|
" }\n",
|
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" }\n",
|
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" });\n",
|
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" this.resizeObserverInstance.observe(canvas_div);\n",
|
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"\n",
|
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" function on_mouse_event_closure(name) {\n",
|
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" return function (event) {\n",
|
|
" return fig.mouse_event(event, name);\n",
|
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" };\n",
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" }\n",
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"\n",
|
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" rubberband_canvas.addEventListener(\n",
|
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" 'mousedown',\n",
|
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" on_mouse_event_closure('button_press')\n",
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" );\n",
|
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" rubberband_canvas.addEventListener(\n",
|
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" 'mouseup',\n",
|
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" on_mouse_event_closure('button_release')\n",
|
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" );\n",
|
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" rubberband_canvas.addEventListener(\n",
|
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" 'dblclick',\n",
|
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" on_mouse_event_closure('dblclick')\n",
|
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" );\n",
|
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" // Throttle sequential mouse events to 1 every 20ms.\n",
|
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" rubberband_canvas.addEventListener(\n",
|
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" 'mousemove',\n",
|
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" on_mouse_event_closure('motion_notify')\n",
|
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" );\n",
|
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"\n",
|
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" rubberband_canvas.addEventListener(\n",
|
|
" 'mouseenter',\n",
|
|
" on_mouse_event_closure('figure_enter')\n",
|
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" );\n",
|
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" rubberband_canvas.addEventListener(\n",
|
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" 'mouseleave',\n",
|
|
" on_mouse_event_closure('figure_leave')\n",
|
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" );\n",
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"\n",
|
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" canvas_div.addEventListener('wheel', function (event) {\n",
|
|
" if (event.deltaY < 0) {\n",
|
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" event.step = 1;\n",
|
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" } else {\n",
|
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" event.step = -1;\n",
|
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" }\n",
|
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" on_mouse_event_closure('scroll')(event);\n",
|
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" });\n",
|
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"\n",
|
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" canvas_div.appendChild(canvas);\n",
|
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" canvas_div.appendChild(rubberband_canvas);\n",
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"\n",
|
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" this.rubberband_context = rubberband_canvas.getContext('2d');\n",
|
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" this.rubberband_context.strokeStyle = '#000000';\n",
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"\n",
|
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" this._resize_canvas = function (width, height, forward) {\n",
|
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" if (forward) {\n",
|
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" canvas_div.style.width = width + 'px';\n",
|
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" canvas_div.style.height = height + 'px';\n",
|
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" }\n",
|
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" };\n",
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"\n",
|
|
" // Disable right mouse context menu.\n",
|
|
" this.rubberband_canvas.addEventListener('contextmenu', function (_e) {\n",
|
|
" event.preventDefault();\n",
|
|
" return false;\n",
|
|
" });\n",
|
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"\n",
|
|
" function set_focus() {\n",
|
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" canvas.focus();\n",
|
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" canvas_div.focus();\n",
|
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" }\n",
|
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"\n",
|
|
" window.setTimeout(set_focus, 100);\n",
|
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"};\n",
|
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"\n",
|
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"mpl.figure.prototype._init_toolbar = function () {\n",
|
|
" var fig = this;\n",
|
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"\n",
|
|
" var toolbar = document.createElement('div');\n",
|
|
" toolbar.classList = 'mpl-toolbar';\n",
|
|
" this.root.appendChild(toolbar);\n",
|
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"\n",
|
|
" function on_click_closure(name) {\n",
|
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" return function (_event) {\n",
|
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" return fig.toolbar_button_onclick(name);\n",
|
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" };\n",
|
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" }\n",
|
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"\n",
|
|
" function on_mouseover_closure(tooltip) {\n",
|
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" return function (event) {\n",
|
|
" if (!event.currentTarget.disabled) {\n",
|
|
" return fig.toolbar_button_onmouseover(tooltip);\n",
|
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" }\n",
|
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" };\n",
|
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" }\n",
|
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"\n",
|
|
" fig.buttons = {};\n",
|
|
" var buttonGroup = document.createElement('div');\n",
|
|
" buttonGroup.classList = 'mpl-button-group';\n",
|
|
" for (var toolbar_ind in mpl.toolbar_items) {\n",
|
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" var name = mpl.toolbar_items[toolbar_ind][0];\n",
|
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" var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
|
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" var image = mpl.toolbar_items[toolbar_ind][2];\n",
|
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" var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
|
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"\n",
|
|
" if (!name) {\n",
|
|
" /* Instead of a spacer, we start a new button group. */\n",
|
|
" if (buttonGroup.hasChildNodes()) {\n",
|
|
" toolbar.appendChild(buttonGroup);\n",
|
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" }\n",
|
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" buttonGroup = document.createElement('div');\n",
|
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" buttonGroup.classList = 'mpl-button-group';\n",
|
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" continue;\n",
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" }\n",
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"\n",
|
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" var button = (fig.buttons[name] = document.createElement('button'));\n",
|
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" button.classList = 'mpl-widget';\n",
|
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" button.setAttribute('role', 'button');\n",
|
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" button.setAttribute('aria-disabled', 'false');\n",
|
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" button.addEventListener('click', on_click_closure(method_name));\n",
|
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" button.addEventListener('mouseover', on_mouseover_closure(tooltip));\n",
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"\n",
|
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" var icon_img = document.createElement('img');\n",
|
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" icon_img.src = '_images/' + image + '.png';\n",
|
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" icon_img.srcset = '_images/' + image + '_large.png 2x';\n",
|
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" icon_img.alt = tooltip;\n",
|
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" button.appendChild(icon_img);\n",
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"\n",
|
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" buttonGroup.appendChild(button);\n",
|
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" }\n",
|
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"\n",
|
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" if (buttonGroup.hasChildNodes()) {\n",
|
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" toolbar.appendChild(buttonGroup);\n",
|
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" }\n",
|
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"\n",
|
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" var fmt_picker = document.createElement('select');\n",
|
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" fmt_picker.classList = 'mpl-widget';\n",
|
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" toolbar.appendChild(fmt_picker);\n",
|
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" this.format_dropdown = fmt_picker;\n",
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"\n",
|
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" for (var ind in mpl.extensions) {\n",
|
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" var fmt = mpl.extensions[ind];\n",
|
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" var option = document.createElement('option');\n",
|
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" option.selected = fmt === mpl.default_extension;\n",
|
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" option.innerHTML = fmt;\n",
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" fmt_picker.appendChild(option);\n",
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" }\n",
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"\n",
|
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" var status_bar = document.createElement('span');\n",
|
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" status_bar.classList = 'mpl-message';\n",
|
|
" toolbar.appendChild(status_bar);\n",
|
|
" this.message = status_bar;\n",
|
|
"};\n",
|
|
"\n",
|
|
"mpl.figure.prototype.request_resize = function (x_pixels, y_pixels) {\n",
|
|
" // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n",
|
|
" // which will in turn request a refresh of the image.\n",
|
|
" this.send_message('resize', { width: x_pixels, height: y_pixels });\n",
|
|
"};\n",
|
|
"\n",
|
|
"mpl.figure.prototype.send_message = function (type, properties) {\n",
|
|
" properties['type'] = type;\n",
|
|
" properties['figure_id'] = this.id;\n",
|
|
" this.ws.send(JSON.stringify(properties));\n",
|
|
"};\n",
|
|
"\n",
|
|
"mpl.figure.prototype.send_draw_message = function () {\n",
|
|
" if (!this.waiting) {\n",
|
|
" this.waiting = true;\n",
|
|
" this.ws.send(JSON.stringify({ type: 'draw', figure_id: this.id }));\n",
|
|
" }\n",
|
|
"};\n",
|
|
"\n",
|
|
"mpl.figure.prototype.handle_save = function (fig, _msg) {\n",
|
|
" var format_dropdown = fig.format_dropdown;\n",
|
|
" var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n",
|
|
" fig.ondownload(fig, format);\n",
|
|
"};\n",
|
|
"\n",
|
|
"mpl.figure.prototype.handle_resize = function (fig, msg) {\n",
|
|
" var size = msg['size'];\n",
|
|
" if (size[0] !== fig.canvas.width || size[1] !== fig.canvas.height) {\n",
|
|
" fig._resize_canvas(size[0], size[1], msg['forward']);\n",
|
|
" fig.send_message('refresh', {});\n",
|
|
" }\n",
|
|
"};\n",
|
|
"\n",
|
|
"mpl.figure.prototype.handle_rubberband = function (fig, msg) {\n",
|
|
" var x0 = msg['x0'] / fig.ratio;\n",
|
|
" var y0 = (fig.canvas.height - msg['y0']) / fig.ratio;\n",
|
|
" var x1 = msg['x1'] / fig.ratio;\n",
|
|
" var y1 = (fig.canvas.height - msg['y1']) / fig.ratio;\n",
|
|
" x0 = Math.floor(x0) + 0.5;\n",
|
|
" y0 = Math.floor(y0) + 0.5;\n",
|
|
" x1 = Math.floor(x1) + 0.5;\n",
|
|
" y1 = Math.floor(y1) + 0.5;\n",
|
|
" var min_x = Math.min(x0, x1);\n",
|
|
" var min_y = Math.min(y0, y1);\n",
|
|
" var width = Math.abs(x1 - x0);\n",
|
|
" var height = Math.abs(y1 - y0);\n",
|
|
"\n",
|
|
" fig.rubberband_context.clearRect(\n",
|
|
" 0,\n",
|
|
" 0,\n",
|
|
" fig.canvas.width / fig.ratio,\n",
|
|
" fig.canvas.height / fig.ratio\n",
|
|
" );\n",
|
|
"\n",
|
|
" fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n",
|
|
"};\n",
|
|
"\n",
|
|
"mpl.figure.prototype.handle_figure_label = function (fig, msg) {\n",
|
|
" // Updates the figure title.\n",
|
|
" fig.header.textContent = msg['label'];\n",
|
|
"};\n",
|
|
"\n",
|
|
"mpl.figure.prototype.handle_cursor = function (fig, msg) {\n",
|
|
" fig.rubberband_canvas.style.cursor = msg['cursor'];\n",
|
|
"};\n",
|
|
"\n",
|
|
"mpl.figure.prototype.handle_message = function (fig, msg) {\n",
|
|
" fig.message.textContent = msg['message'];\n",
|
|
"};\n",
|
|
"\n",
|
|
"mpl.figure.prototype.handle_draw = function (fig, _msg) {\n",
|
|
" // Request the server to send over a new figure.\n",
|
|
" fig.send_draw_message();\n",
|
|
"};\n",
|
|
"\n",
|
|
"mpl.figure.prototype.handle_image_mode = function (fig, msg) {\n",
|
|
" fig.image_mode = msg['mode'];\n",
|
|
"};\n",
|
|
"\n",
|
|
"mpl.figure.prototype.handle_history_buttons = function (fig, msg) {\n",
|
|
" for (var key in msg) {\n",
|
|
" if (!(key in fig.buttons)) {\n",
|
|
" continue;\n",
|
|
" }\n",
|
|
" fig.buttons[key].disabled = !msg[key];\n",
|
|
" fig.buttons[key].setAttribute('aria-disabled', !msg[key]);\n",
|
|
" }\n",
|
|
"};\n",
|
|
"\n",
|
|
"mpl.figure.prototype.handle_navigate_mode = function (fig, msg) {\n",
|
|
" if (msg['mode'] === 'PAN') {\n",
|
|
" fig.buttons['Pan'].classList.add('active');\n",
|
|
" fig.buttons['Zoom'].classList.remove('active');\n",
|
|
" } else if (msg['mode'] === 'ZOOM') {\n",
|
|
" fig.buttons['Pan'].classList.remove('active');\n",
|
|
" fig.buttons['Zoom'].classList.add('active');\n",
|
|
" } else {\n",
|
|
" fig.buttons['Pan'].classList.remove('active');\n",
|
|
" fig.buttons['Zoom'].classList.remove('active');\n",
|
|
" }\n",
|
|
"};\n",
|
|
"\n",
|
|
"mpl.figure.prototype.updated_canvas_event = function () {\n",
|
|
" // Called whenever the canvas gets updated.\n",
|
|
" this.send_message('ack', {});\n",
|
|
"};\n",
|
|
"\n",
|
|
"// A function to construct a web socket function for onmessage handling.\n",
|
|
"// Called in the figure constructor.\n",
|
|
"mpl.figure.prototype._make_on_message_function = function (fig) {\n",
|
|
" return function socket_on_message(evt) {\n",
|
|
" if (evt.data instanceof Blob) {\n",
|
|
" var img = evt.data;\n",
|
|
" if (img.type !== 'image/png') {\n",
|
|
" /* FIXME: We get \"Resource interpreted as Image but\n",
|
|
" * transferred with MIME type text/plain:\" errors on\n",
|
|
" * Chrome. But how to set the MIME type? It doesn't seem\n",
|
|
" * to be part of the websocket stream */\n",
|
|
" img.type = 'image/png';\n",
|
|
" }\n",
|
|
"\n",
|
|
" /* Free the memory for the previous frames */\n",
|
|
" if (fig.imageObj.src) {\n",
|
|
" (window.URL || window.webkitURL).revokeObjectURL(\n",
|
|
" fig.imageObj.src\n",
|
|
" );\n",
|
|
" }\n",
|
|
"\n",
|
|
" fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n",
|
|
" img\n",
|
|
" );\n",
|
|
" fig.updated_canvas_event();\n",
|
|
" fig.waiting = false;\n",
|
|
" return;\n",
|
|
" } else if (\n",
|
|
" typeof evt.data === 'string' &&\n",
|
|
" evt.data.slice(0, 21) === 'data:image/png;base64'\n",
|
|
" ) {\n",
|
|
" fig.imageObj.src = evt.data;\n",
|
|
" fig.updated_canvas_event();\n",
|
|
" fig.waiting = false;\n",
|
|
" return;\n",
|
|
" }\n",
|
|
"\n",
|
|
" var msg = JSON.parse(evt.data);\n",
|
|
" var msg_type = msg['type'];\n",
|
|
"\n",
|
|
" // Call the \"handle_{type}\" callback, which takes\n",
|
|
" // the figure and JSON message as its only arguments.\n",
|
|
" try {\n",
|
|
" var callback = fig['handle_' + msg_type];\n",
|
|
" } catch (e) {\n",
|
|
" console.log(\n",
|
|
" \"No handler for the '\" + msg_type + \"' message type: \",\n",
|
|
" msg\n",
|
|
" );\n",
|
|
" return;\n",
|
|
" }\n",
|
|
"\n",
|
|
" if (callback) {\n",
|
|
" try {\n",
|
|
" // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n",
|
|
" callback(fig, msg);\n",
|
|
" } catch (e) {\n",
|
|
" console.log(\n",
|
|
" \"Exception inside the 'handler_\" + msg_type + \"' callback:\",\n",
|
|
" e,\n",
|
|
" e.stack,\n",
|
|
" msg\n",
|
|
" );\n",
|
|
" }\n",
|
|
" }\n",
|
|
" };\n",
|
|
"};\n",
|
|
"\n",
|
|
"// from https://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n",
|
|
"mpl.findpos = function (e) {\n",
|
|
" //this section is from http://www.quirksmode.org/js/events_properties.html\n",
|
|
" var targ;\n",
|
|
" if (!e) {\n",
|
|
" e = window.event;\n",
|
|
" }\n",
|
|
" if (e.target) {\n",
|
|
" targ = e.target;\n",
|
|
" } else if (e.srcElement) {\n",
|
|
" targ = e.srcElement;\n",
|
|
" }\n",
|
|
" if (targ.nodeType === 3) {\n",
|
|
" // defeat Safari bug\n",
|
|
" targ = targ.parentNode;\n",
|
|
" }\n",
|
|
"\n",
|
|
" // pageX,Y are the mouse positions relative to the document\n",
|
|
" var boundingRect = targ.getBoundingClientRect();\n",
|
|
" var x = e.pageX - (boundingRect.left + document.body.scrollLeft);\n",
|
|
" var y = e.pageY - (boundingRect.top + document.body.scrollTop);\n",
|
|
"\n",
|
|
" return { x: x, y: y };\n",
|
|
"};\n",
|
|
"\n",
|
|
"/*\n",
|
|
" * return a copy of an object with only non-object keys\n",
|
|
" * we need this to avoid circular references\n",
|
|
" * https://stackoverflow.com/a/24161582/3208463\n",
|
|
" */\n",
|
|
"function simpleKeys(original) {\n",
|
|
" return Object.keys(original).reduce(function (obj, key) {\n",
|
|
" if (typeof original[key] !== 'object') {\n",
|
|
" obj[key] = original[key];\n",
|
|
" }\n",
|
|
" return obj;\n",
|
|
" }, {});\n",
|
|
"}\n",
|
|
"\n",
|
|
"mpl.figure.prototype.mouse_event = function (event, name) {\n",
|
|
" var canvas_pos = mpl.findpos(event);\n",
|
|
"\n",
|
|
" if (name === 'button_press') {\n",
|
|
" this.canvas.focus();\n",
|
|
" this.canvas_div.focus();\n",
|
|
" }\n",
|
|
"\n",
|
|
" var x = canvas_pos.x * this.ratio;\n",
|
|
" var y = canvas_pos.y * this.ratio;\n",
|
|
"\n",
|
|
" this.send_message(name, {\n",
|
|
" x: x,\n",
|
|
" y: y,\n",
|
|
" button: event.button,\n",
|
|
" step: event.step,\n",
|
|
" guiEvent: simpleKeys(event),\n",
|
|
" });\n",
|
|
"\n",
|
|
" /* This prevents the web browser from automatically changing to\n",
|
|
" * the text insertion cursor when the button is pressed. We want\n",
|
|
" * to control all of the cursor setting manually through the\n",
|
|
" * 'cursor' event from matplotlib */\n",
|
|
" event.preventDefault();\n",
|
|
" return false;\n",
|
|
"};\n",
|
|
"\n",
|
|
"mpl.figure.prototype._key_event_extra = function (_event, _name) {\n",
|
|
" // Handle any extra behaviour associated with a key event\n",
|
|
"};\n",
|
|
"\n",
|
|
"mpl.figure.prototype.key_event = function (event, name) {\n",
|
|
" // Prevent repeat events\n",
|
|
" if (name === 'key_press') {\n",
|
|
" if (event.key === this._key) {\n",
|
|
" return;\n",
|
|
" } else {\n",
|
|
" this._key = event.key;\n",
|
|
" }\n",
|
|
" }\n",
|
|
" if (name === 'key_release') {\n",
|
|
" this._key = null;\n",
|
|
" }\n",
|
|
"\n",
|
|
" var value = '';\n",
|
|
" if (event.ctrlKey && event.key !== 'Control') {\n",
|
|
" value += 'ctrl+';\n",
|
|
" }\n",
|
|
" else if (event.altKey && event.key !== 'Alt') {\n",
|
|
" value += 'alt+';\n",
|
|
" }\n",
|
|
" else if (event.shiftKey && event.key !== 'Shift') {\n",
|
|
" value += 'shift+';\n",
|
|
" }\n",
|
|
"\n",
|
|
" value += 'k' + event.key;\n",
|
|
"\n",
|
|
" this._key_event_extra(event, name);\n",
|
|
"\n",
|
|
" this.send_message(name, { key: value, guiEvent: simpleKeys(event) });\n",
|
|
" return false;\n",
|
|
"};\n",
|
|
"\n",
|
|
"mpl.figure.prototype.toolbar_button_onclick = function (name) {\n",
|
|
" if (name === 'download') {\n",
|
|
" this.handle_save(this, null);\n",
|
|
" } else {\n",
|
|
" this.send_message('toolbar_button', { name: name });\n",
|
|
" }\n",
|
|
"};\n",
|
|
"\n",
|
|
"mpl.figure.prototype.toolbar_button_onmouseover = function (tooltip) {\n",
|
|
" this.message.textContent = tooltip;\n",
|
|
"};\n",
|
|
"\n",
|
|
"///////////////// REMAINING CONTENT GENERATED BY embed_js.py /////////////////\n",
|
|
"// prettier-ignore\n",
|
|
"var _JSXTOOLS_RESIZE_OBSERVER=function(A){var t,i=new WeakMap,n=new WeakMap,a=new WeakMap,r=new WeakMap,o=new Set;function s(e){if(!(this instanceof s))throw new TypeError(\"Constructor requires 'new' operator\");i.set(this,e)}function h(){throw new TypeError(\"Function is not a constructor\")}function c(e,t,i,n){e=0 in arguments?Number(arguments[0]):0,t=1 in arguments?Number(arguments[1]):0,i=2 in arguments?Number(arguments[2]):0,n=3 in arguments?Number(arguments[3]):0,this.right=(this.x=this.left=e)+(this.width=i),this.bottom=(this.y=this.top=t)+(this.height=n),Object.freeze(this)}function d(){t=requestAnimationFrame(d);var s=new WeakMap,p=new Set;o.forEach((function(t){r.get(t).forEach((function(i){var r=t instanceof window.SVGElement,o=a.get(t),d=r?0:parseFloat(o.paddingTop),f=r?0:parseFloat(o.paddingRight),l=r?0:parseFloat(o.paddingBottom),u=r?0:parseFloat(o.paddingLeft),g=r?0:parseFloat(o.borderTopWidth),m=r?0:parseFloat(o.borderRightWidth),w=r?0:parseFloat(o.borderBottomWidth),b=u+f,F=d+l,v=(r?0:parseFloat(o.borderLeftWidth))+m,W=g+w,y=r?0:t.offsetHeight-W-t.clientHeight,E=r?0:t.offsetWidth-v-t.clientWidth,R=b+v,z=F+W,M=r?t.width:parseFloat(o.width)-R-E,O=r?t.height:parseFloat(o.height)-z-y;if(n.has(t)){var k=n.get(t);if(k[0]===M&&k[1]===O)return}n.set(t,[M,O]);var S=Object.create(h.prototype);S.target=t,S.contentRect=new c(u,d,M,O),s.has(i)||(s.set(i,[]),p.add(i)),s.get(i).push(S)}))})),p.forEach((function(e){i.get(e).call(e,s.get(e),e)}))}return s.prototype.observe=function(i){if(i instanceof window.Element){r.has(i)||(r.set(i,new Set),o.add(i),a.set(i,window.getComputedStyle(i)));var n=r.get(i);n.has(this)||n.add(this),cancelAnimationFrame(t),t=requestAnimationFrame(d)}},s.prototype.unobserve=function(i){if(i instanceof window.Element&&r.has(i)){var n=r.get(i);n.has(this)&&(n.delete(this),n.size||(r.delete(i),o.delete(i))),n.size||r.delete(i),o.size||cancelAnimationFrame(t)}},A.DOMRectReadOnly=c,A.ResizeObserver=s,A.ResizeObserverEntry=h,A}; // eslint-disable-line\n",
|
|
"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\", \"Left button pans, Right button zooms\\nx/y fixes axis, CTRL fixes aspect\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\\nx/y fixes axis\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o icon-save\", \"download\"]];\n",
|
|
"\n",
|
|
"mpl.extensions = [\"eps\", \"jpeg\", \"pgf\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n",
|
|
"\n",
|
|
"mpl.default_extension = \"png\";/* global mpl */\n",
|
|
"\n",
|
|
"var comm_websocket_adapter = function (comm) {\n",
|
|
" // Create a \"websocket\"-like object which calls the given IPython comm\n",
|
|
" // object with the appropriate methods. Currently this is a non binary\n",
|
|
" // socket, so there is still some room for performance tuning.\n",
|
|
" var ws = {};\n",
|
|
"\n",
|
|
" ws.binaryType = comm.kernel.ws.binaryType;\n",
|
|
" ws.readyState = comm.kernel.ws.readyState;\n",
|
|
" function updateReadyState(_event) {\n",
|
|
" if (comm.kernel.ws) {\n",
|
|
" ws.readyState = comm.kernel.ws.readyState;\n",
|
|
" } else {\n",
|
|
" ws.readyState = 3; // Closed state.\n",
|
|
" }\n",
|
|
" }\n",
|
|
" comm.kernel.ws.addEventListener('open', updateReadyState);\n",
|
|
" comm.kernel.ws.addEventListener('close', updateReadyState);\n",
|
|
" comm.kernel.ws.addEventListener('error', updateReadyState);\n",
|
|
"\n",
|
|
" ws.close = function () {\n",
|
|
" comm.close();\n",
|
|
" };\n",
|
|
" ws.send = function (m) {\n",
|
|
" //console.log('sending', m);\n",
|
|
" comm.send(m);\n",
|
|
" };\n",
|
|
" // Register the callback with on_msg.\n",
|
|
" comm.on_msg(function (msg) {\n",
|
|
" //console.log('receiving', msg['content']['data'], msg);\n",
|
|
" var data = msg['content']['data'];\n",
|
|
" if (data['blob'] !== undefined) {\n",
|
|
" data = {\n",
|
|
" data: new Blob(msg['buffers'], { type: data['blob'] }),\n",
|
|
" };\n",
|
|
" }\n",
|
|
" // Pass the mpl event to the overridden (by mpl) onmessage function.\n",
|
|
" ws.onmessage(data);\n",
|
|
" });\n",
|
|
" return ws;\n",
|
|
"};\n",
|
|
"\n",
|
|
"mpl.mpl_figure_comm = function (comm, msg) {\n",
|
|
" // This is the function which gets called when the mpl process\n",
|
|
" // starts-up an IPython Comm through the \"matplotlib\" channel.\n",
|
|
"\n",
|
|
" var id = msg.content.data.id;\n",
|
|
" // Get hold of the div created by the display call when the Comm\n",
|
|
" // socket was opened in Python.\n",
|
|
" var element = document.getElementById(id);\n",
|
|
" var ws_proxy = comm_websocket_adapter(comm);\n",
|
|
"\n",
|
|
" function ondownload(figure, _format) {\n",
|
|
" window.open(figure.canvas.toDataURL());\n",
|
|
" }\n",
|
|
"\n",
|
|
" var fig = new mpl.figure(id, ws_proxy, ondownload, element);\n",
|
|
"\n",
|
|
" // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n",
|
|
" // web socket which is closed, not our websocket->open comm proxy.\n",
|
|
" ws_proxy.onopen();\n",
|
|
"\n",
|
|
" fig.parent_element = element;\n",
|
|
" fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n",
|
|
" if (!fig.cell_info) {\n",
|
|
" console.error('Failed to find cell for figure', id, fig);\n",
|
|
" return;\n",
|
|
" }\n",
|
|
" fig.cell_info[0].output_area.element.on(\n",
|
|
" 'cleared',\n",
|
|
" { fig: fig },\n",
|
|
" fig._remove_fig_handler\n",
|
|
" );\n",
|
|
"};\n",
|
|
"\n",
|
|
"mpl.figure.prototype.handle_close = function (fig, msg) {\n",
|
|
" var width = fig.canvas.width / fig.ratio;\n",
|
|
" fig.cell_info[0].output_area.element.off(\n",
|
|
" 'cleared',\n",
|
|
" fig._remove_fig_handler\n",
|
|
" );\n",
|
|
" fig.resizeObserverInstance.unobserve(fig.canvas_div);\n",
|
|
"\n",
|
|
" // Update the output cell to use the data from the current canvas.\n",
|
|
" fig.push_to_output();\n",
|
|
" var dataURL = fig.canvas.toDataURL();\n",
|
|
" // Re-enable the keyboard manager in IPython - without this line, in FF,\n",
|
|
" // the notebook keyboard shortcuts fail.\n",
|
|
" IPython.keyboard_manager.enable();\n",
|
|
" fig.parent_element.innerHTML =\n",
|
|
" '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n",
|
|
" fig.close_ws(fig, msg);\n",
|
|
"};\n",
|
|
"\n",
|
|
"mpl.figure.prototype.close_ws = function (fig, msg) {\n",
|
|
" fig.send_message('closing', msg);\n",
|
|
" // fig.ws.close()\n",
|
|
"};\n",
|
|
"\n",
|
|
"mpl.figure.prototype.push_to_output = function (_remove_interactive) {\n",
|
|
" // Turn the data on the canvas into data in the output cell.\n",
|
|
" var width = this.canvas.width / this.ratio;\n",
|
|
" var dataURL = this.canvas.toDataURL();\n",
|
|
" this.cell_info[1]['text/html'] =\n",
|
|
" '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n",
|
|
"};\n",
|
|
"\n",
|
|
"mpl.figure.prototype.updated_canvas_event = function () {\n",
|
|
" // Tell IPython that the notebook contents must change.\n",
|
|
" IPython.notebook.set_dirty(true);\n",
|
|
" this.send_message('ack', {});\n",
|
|
" var fig = this;\n",
|
|
" // Wait a second, then push the new image to the DOM so\n",
|
|
" // that it is saved nicely (might be nice to debounce this).\n",
|
|
" setTimeout(function () {\n",
|
|
" fig.push_to_output();\n",
|
|
" }, 1000);\n",
|
|
"};\n",
|
|
"\n",
|
|
"mpl.figure.prototype._init_toolbar = function () {\n",
|
|
" var fig = this;\n",
|
|
"\n",
|
|
" var toolbar = document.createElement('div');\n",
|
|
" toolbar.classList = 'btn-toolbar';\n",
|
|
" this.root.appendChild(toolbar);\n",
|
|
"\n",
|
|
" function on_click_closure(name) {\n",
|
|
" return function (_event) {\n",
|
|
" return fig.toolbar_button_onclick(name);\n",
|
|
" };\n",
|
|
" }\n",
|
|
"\n",
|
|
" function on_mouseover_closure(tooltip) {\n",
|
|
" return function (event) {\n",
|
|
" if (!event.currentTarget.disabled) {\n",
|
|
" return fig.toolbar_button_onmouseover(tooltip);\n",
|
|
" }\n",
|
|
" };\n",
|
|
" }\n",
|
|
"\n",
|
|
" fig.buttons = {};\n",
|
|
" var buttonGroup = document.createElement('div');\n",
|
|
" buttonGroup.classList = 'btn-group';\n",
|
|
" var button;\n",
|
|
" for (var toolbar_ind in mpl.toolbar_items) {\n",
|
|
" var name = mpl.toolbar_items[toolbar_ind][0];\n",
|
|
" var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
|
|
" var image = mpl.toolbar_items[toolbar_ind][2];\n",
|
|
" var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
|
|
"\n",
|
|
" if (!name) {\n",
|
|
" /* Instead of a spacer, we start a new button group. */\n",
|
|
" if (buttonGroup.hasChildNodes()) {\n",
|
|
" toolbar.appendChild(buttonGroup);\n",
|
|
" }\n",
|
|
" buttonGroup = document.createElement('div');\n",
|
|
" buttonGroup.classList = 'btn-group';\n",
|
|
" continue;\n",
|
|
" }\n",
|
|
"\n",
|
|
" button = fig.buttons[name] = document.createElement('button');\n",
|
|
" button.classList = 'btn btn-default';\n",
|
|
" button.href = '#';\n",
|
|
" button.title = name;\n",
|
|
" button.innerHTML = '<i class=\"fa ' + image + ' fa-lg\"></i>';\n",
|
|
" button.addEventListener('click', on_click_closure(method_name));\n",
|
|
" button.addEventListener('mouseover', on_mouseover_closure(tooltip));\n",
|
|
" buttonGroup.appendChild(button);\n",
|
|
" }\n",
|
|
"\n",
|
|
" if (buttonGroup.hasChildNodes()) {\n",
|
|
" toolbar.appendChild(buttonGroup);\n",
|
|
" }\n",
|
|
"\n",
|
|
" // Add the status bar.\n",
|
|
" var status_bar = document.createElement('span');\n",
|
|
" status_bar.classList = 'mpl-message pull-right';\n",
|
|
" toolbar.appendChild(status_bar);\n",
|
|
" this.message = status_bar;\n",
|
|
"\n",
|
|
" // Add the close button to the window.\n",
|
|
" var buttongrp = document.createElement('div');\n",
|
|
" buttongrp.classList = 'btn-group inline pull-right';\n",
|
|
" button = document.createElement('button');\n",
|
|
" button.classList = 'btn btn-mini btn-primary';\n",
|
|
" button.href = '#';\n",
|
|
" button.title = 'Stop Interaction';\n",
|
|
" button.innerHTML = '<i class=\"fa fa-power-off icon-remove icon-large\"></i>';\n",
|
|
" button.addEventListener('click', function (_evt) {\n",
|
|
" fig.handle_close(fig, {});\n",
|
|
" });\n",
|
|
" button.addEventListener(\n",
|
|
" 'mouseover',\n",
|
|
" on_mouseover_closure('Stop Interaction')\n",
|
|
" );\n",
|
|
" buttongrp.appendChild(button);\n",
|
|
" var titlebar = this.root.querySelector('.ui-dialog-titlebar');\n",
|
|
" titlebar.insertBefore(buttongrp, titlebar.firstChild);\n",
|
|
"};\n",
|
|
"\n",
|
|
"mpl.figure.prototype._remove_fig_handler = function (event) {\n",
|
|
" var fig = event.data.fig;\n",
|
|
" if (event.target !== this) {\n",
|
|
" // Ignore bubbled events from children.\n",
|
|
" return;\n",
|
|
" }\n",
|
|
" fig.close_ws(fig, {});\n",
|
|
"};\n",
|
|
"\n",
|
|
"mpl.figure.prototype._root_extra_style = function (el) {\n",
|
|
" el.style.boxSizing = 'content-box'; // override notebook setting of border-box.\n",
|
|
"};\n",
|
|
"\n",
|
|
"mpl.figure.prototype._canvas_extra_style = function (el) {\n",
|
|
" // this is important to make the div 'focusable\n",
|
|
" el.setAttribute('tabindex', 0);\n",
|
|
" // reach out to IPython and tell the keyboard manager to turn it's self\n",
|
|
" // off when our div gets focus\n",
|
|
"\n",
|
|
" // location in version 3\n",
|
|
" if (IPython.notebook.keyboard_manager) {\n",
|
|
" IPython.notebook.keyboard_manager.register_events(el);\n",
|
|
" } else {\n",
|
|
" // location in version 2\n",
|
|
" IPython.keyboard_manager.register_events(el);\n",
|
|
" }\n",
|
|
"};\n",
|
|
"\n",
|
|
"mpl.figure.prototype._key_event_extra = function (event, _name) {\n",
|
|
" // Check for shift+enter\n",
|
|
" if (event.shiftKey && event.which === 13) {\n",
|
|
" this.canvas_div.blur();\n",
|
|
" // select the cell after this one\n",
|
|
" var index = IPython.notebook.find_cell_index(this.cell_info[0]);\n",
|
|
" IPython.notebook.select(index + 1);\n",
|
|
" }\n",
|
|
"};\n",
|
|
"\n",
|
|
"mpl.figure.prototype.handle_save = function (fig, _msg) {\n",
|
|
" fig.ondownload(fig, null);\n",
|
|
"};\n",
|
|
"\n",
|
|
"mpl.find_output_cell = function (html_output) {\n",
|
|
" // Return the cell and output element which can be found *uniquely* in the notebook.\n",
|
|
" // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n",
|
|
" // IPython event is triggered only after the cells have been serialised, which for\n",
|
|
" // our purposes (turning an active figure into a static one), is too late.\n",
|
|
" var cells = IPython.notebook.get_cells();\n",
|
|
" var ncells = cells.length;\n",
|
|
" for (var i = 0; i < ncells; i++) {\n",
|
|
" var cell = cells[i];\n",
|
|
" if (cell.cell_type === 'code') {\n",
|
|
" for (var j = 0; j < cell.output_area.outputs.length; j++) {\n",
|
|
" var data = cell.output_area.outputs[j];\n",
|
|
" if (data.data) {\n",
|
|
" // IPython >= 3 moved mimebundle to data attribute of output\n",
|
|
" data = data.data;\n",
|
|
" }\n",
|
|
" if (data['text/html'] === html_output) {\n",
|
|
" return [cell, data, j];\n",
|
|
" }\n",
|
|
" }\n",
|
|
" }\n",
|
|
" }\n",
|
|
"};\n",
|
|
"\n",
|
|
"// Register the function which deals with the matplotlib target/channel.\n",
|
|
"// The kernel may be null if the page has been refreshed.\n",
|
|
"if (IPython.notebook.kernel !== null) {\n",
|
|
" IPython.notebook.kernel.comm_manager.register_target(\n",
|
|
" 'matplotlib',\n",
|
|
" mpl.mpl_figure_comm\n",
|
|
" );\n",
|
|
"}\n"
|
|
],
|
|
"text/plain": [
|
|
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]
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},
|
|
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},
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|
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\" width=\"640\">"
|
|
],
|
|
"text/plain": [
|
|
"<IPython.core.display.HTML object>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"%matplotlib notebook\n",
|
|
"plt.scatter(data.fires,data.thefts)\n",
|
|
"plt.show()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"id": "16c2ca0a",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"def loss_function(m, b, points):\n",
|
|
" total_loss = 0\n",
|
|
" for i in range(len(points)):\n",
|
|
" x = points."
|
|
]
|
|
}
|
|
],
|
|
"metadata": {
|
|
"kernelspec": {
|
|
"display_name": "Python 3 (ipykernel)",
|
|
"language": "python",
|
|
"name": "python3"
|
|
},
|
|
"language_info": {
|
|
"codemirror_mode": {
|
|
"name": "ipython",
|
|
"version": 3
|
|
},
|
|
"file_extension": ".py",
|
|
"mimetype": "text/x-python",
|
|
"name": "python",
|
|
"nbconvert_exporter": "python",
|
|
"pygments_lexer": "ipython3",
|
|
"version": "3.8.10"
|
|
}
|
|
},
|
|
"nbformat": 4,
|
|
"nbformat_minor": 5
|
|
}
|