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@GabLeRoux
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Use jupyter to take python notes, share and embed them <3

Installation

You'll need jupyter and some tools to draw plots :)

pip3 install jupyter
pip3 install matplotlib numpy pandas
jupyter notebook
jupyter nbextension install https://rawgithub.com/minrk/ipython_extensions/master/nbextensions/gist.js
jupyter nbextension enable gist

But you can also directly save your ipynb files into gists and it should work. 🎉

Display the source blob
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Raw
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"cell_type": "code",
"source": "import this",
"execution_count": 1,
"outputs": [
{
"text": "The Zen of Python, by Tim Peters\n\nBeautiful is better than ugly.\nExplicit is better than implicit.\nSimple is better than complex.\nComplex is better than complicated.\nFlat is better than nested.\nSparse is better than dense.\nReadability counts.\nSpecial cases aren't special enough to break the rules.\nAlthough practicality beats purity.\nErrors should never pass silently.\nUnless explicitly silenced.\nIn the face of ambiguity, refuse the temptation to guess.\nThere should be one-- and preferably only one --obvious way to do it.\nAlthough that way may not be obvious at first unless you're Dutch.\nNow is better than never.\nAlthough never is often better than *right* now.\nIf the implementation is hard to explain, it's a bad idea.\nIf the implementation is easy to explain, it may be a good idea.\nNamespaces are one honking great idea -- let's do more of those!\n",
"name": "stdout",
"output_type": "stream"
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"metadata": {
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"cell_type": "code",
"source": "[x**2 for x in range(10)]",
"execution_count": 2,
"outputs": [
{
"metadata": {},
"execution_count": 2,
"data": {
"text/plain": "[0, 1, 4, 9, 16, 25, 36, 49, 64, 81]"
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"source": "%matplotlib notebook\n# grabbed from https://try.jupyter.org/\n# > pip install pandas numpy matplotlib seaborn\n\n# some cool libraries worth installing ;)\nimport pandas as pd\nimport numpy as np\nimport matplotlib\n\nfrom matplotlib import pyplot as plt\n\n# but this isn't used in current example\n# https://seaborn.pydata.org/\n# > pip install seaborn\n# import seaborn as sns\n\n# Let's generate a panda series\n# more infos at http://pandas.pydata.org/\nts = pd.Series(np.random.randn(1000), index=pd.date_range('1/1/2000', periods=1000))\nts = ts.cumsum()\n\ndf = pd.DataFrame(np.random.randn(1000, 4), index=ts.index,\n columns=['A', 'B', 'C', 'D'])\ndf = df.cumsum()\n\n# let's draw this\ndf.plot(); plt.legend(loc='best')",
"execution_count": 3,
"outputs": [
{
"metadata": {},
"data": {
"application/javascript": "/* Put everything inside the global mpl namespace */\nwindow.mpl = {};\n\n\nmpl.get_websocket_type = function() {\n if (typeof(WebSocket) !== 'undefined') {\n return WebSocket;\n } else if (typeof(MozWebSocket) !== 'undefined') {\n return MozWebSocket;\n } else {\n alert('Your browser does not have WebSocket support.' +\n 'Please try Chrome, Safari or Firefox ≥ 6. ' +\n 'Firefox 4 and 5 are also supported but you ' +\n 'have to enable WebSockets in about:config.');\n };\n}\n\nmpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n this.id = figure_id;\n\n this.ws = websocket;\n\n this.supports_binary = (this.ws.binaryType != undefined);\n\n if (!this.supports_binary) {\n var warnings = document.getElementById(\"mpl-warnings\");\n if (warnings) {\n warnings.style.display = 'block';\n warnings.textContent = (\n \"This browser does not support binary websocket messages. \" +\n \"Performance may be slow.\");\n }\n }\n\n this.imageObj = new Image();\n\n this.context = undefined;\n this.message = undefined;\n this.canvas = undefined;\n this.rubberband_canvas = undefined;\n this.rubberband_context = undefined;\n this.format_dropdown = undefined;\n\n this.image_mode = 'full';\n\n this.root = $('<div/>');\n this._root_extra_style(this.root)\n this.root.attr('style', 'display: inline-block');\n\n $(parent_element).append(this.root);\n\n this._init_header(this);\n this._init_canvas(this);\n this._init_toolbar(this);\n\n var fig = this;\n\n this.waiting = false;\n\n this.ws.onopen = function () {\n fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n fig.send_message(\"send_image_mode\", {});\n if (mpl.ratio != 1) {\n fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n }\n fig.send_message(\"refresh\", {});\n }\n\n this.imageObj.onload = function() {\n if (fig.image_mode == 'full') {\n // Full images could contain transparency (where diff images\n // almost always do), so we need to clear the canvas so that\n // there is no ghosting.\n fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n }\n fig.context.drawImage(fig.imageObj, 0, 0);\n };\n\n this.imageObj.onunload = function() {\n this.ws.close();\n }\n\n this.ws.onmessage = this._make_on_message_function(this);\n\n this.ondownload = ondownload;\n}\n\nmpl.figure.prototype._init_header = function() {\n var titlebar = $(\n '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n 'ui-helper-clearfix\"/>');\n var titletext = $(\n '<div class=\"ui-dialog-title\" style=\"width: 100%; ' +\n 'text-align: center; padding: 3px;\"/>');\n titlebar.append(titletext)\n this.root.append(titlebar);\n this.header = titletext[0];\n}\n\n\n\nmpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n\n}\n\n\nmpl.figure.prototype._root_extra_style = function(canvas_div) {\n\n}\n\nmpl.figure.prototype._init_canvas = function() {\n var fig = this;\n\n var canvas_div = $('<div/>');\n\n canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n\n function canvas_keyboard_event(event) {\n return fig.key_event(event, event['data']);\n }\n\n canvas_div.keydown('key_press', canvas_keyboard_event);\n canvas_div.keyup('key_release', canvas_keyboard_event);\n this.canvas_div = canvas_div\n this._canvas_extra_style(canvas_div)\n this.root.append(canvas_div);\n\n var canvas = $('<canvas/>');\n canvas.addClass('mpl-canvas');\n canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n\n this.canvas = canvas[0];\n this.context = canvas[0].getContext(\"2d\");\n\n var backingStore = this.context.backingStorePixelRatio ||\n\tthis.context.webkitBackingStorePixelRatio ||\n\tthis.context.mozBackingStorePixelRatio ||\n\tthis.context.msBackingStorePixelRatio ||\n\tthis.context.oBackingStorePixelRatio ||\n\tthis.context.backingStorePixelRatio || 1;\n\n mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\n\n var rubberband = $('<canvas/>');\n rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n\n var pass_mouse_events = true;\n\n canvas_div.resizable({\n start: function(event, ui) {\n pass_mouse_events = false;\n },\n resize: function(event, ui) {\n fig.request_resize(ui.size.width, ui.size.height);\n },\n stop: function(event, ui) {\n pass_mouse_events = true;\n fig.request_resize(ui.size.width, ui.size.height);\n },\n });\n\n function mouse_event_fn(event) {\n if (pass_mouse_events)\n return fig.mouse_event(event, event['data']);\n }\n\n rubberband.mousedown('button_press', mouse_event_fn);\n rubberband.mouseup('button_release', mouse_event_fn);\n // Throttle sequential mouse events to 1 every 20ms.\n rubberband.mousemove('motion_notify', mouse_event_fn);\n\n rubberband.mouseenter('figure_enter', mouse_event_fn);\n rubberband.mouseleave('figure_leave', mouse_event_fn);\n\n canvas_div.on(\"wheel\", function (event) {\n event = event.originalEvent;\n event['data'] = 'scroll'\n if (event.deltaY < 0) {\n event.step = 1;\n } else {\n event.step = -1;\n }\n mouse_event_fn(event);\n });\n\n canvas_div.append(canvas);\n canvas_div.append(rubberband);\n\n this.rubberband = rubberband;\n this.rubberband_canvas = rubberband[0];\n this.rubberband_context = rubberband[0].getContext(\"2d\");\n this.rubberband_context.strokeStyle = \"#000000\";\n\n this._resize_canvas = function(width, height) {\n // Keep the size of the canvas, canvas container, and rubber band\n // canvas in synch.\n canvas_div.css('width', width)\n canvas_div.css('height', height)\n\n canvas.attr('width', width * mpl.ratio);\n canvas.attr('height', height * mpl.ratio);\n canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\n\n rubberband.attr('width', width);\n rubberband.attr('height', height);\n }\n\n // Set the figure to an initial 600x600px, this will subsequently be updated\n // upon first draw.\n this._resize_canvas(600, 600);\n\n // Disable right mouse context menu.\n $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n return false;\n });\n\n function set_focus () {\n canvas.focus();\n canvas_div.focus();\n }\n\n window.setTimeout(set_focus, 100);\n}\n\nmpl.figure.prototype._init_toolbar = function() {\n var fig = this;\n\n var nav_element = $('<div/>')\n nav_element.attr('style', 'width: 100%');\n this.root.append(nav_element);\n\n // Define a callback function for later on.\n function toolbar_event(event) {\n return fig.toolbar_button_onclick(event['data']);\n }\n function toolbar_mouse_event(event) {\n return fig.toolbar_button_onmouseover(event['data']);\n }\n\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 // put a spacer in here.\n continue;\n }\n var button = $('<button/>');\n button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n 'ui-button-icon-only');\n button.attr('role', 'button');\n button.attr('aria-disabled', 'false');\n button.click(method_name, toolbar_event);\n button.mouseover(tooltip, toolbar_mouse_event);\n\n var icon_img = $('<span/>');\n icon_img.addClass('ui-button-icon-primary ui-icon');\n icon_img.addClass(image);\n icon_img.addClass('ui-corner-all');\n\n var tooltip_span = $('<span/>');\n tooltip_span.addClass('ui-button-text');\n tooltip_span.html(tooltip);\n\n button.append(icon_img);\n button.append(tooltip_span);\n\n nav_element.append(button);\n }\n\n var fmt_picker_span = $('<span/>');\n\n var fmt_picker = $('<select/>');\n fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n fmt_picker_span.append(fmt_picker);\n nav_element.append(fmt_picker_span);\n this.format_dropdown = fmt_picker[0];\n\n for (var ind in mpl.extensions) {\n var fmt = mpl.extensions[ind];\n var option = $(\n '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n fmt_picker.append(option)\n }\n\n // Add hover states to the ui-buttons\n $( \".ui-button\" ).hover(\n function() { $(this).addClass(\"ui-state-hover\");},\n function() { $(this).removeClass(\"ui-state-hover\");}\n );\n\n var status_bar = $('<span class=\"mpl-message\"/>');\n nav_element.append(status_bar);\n this.message = status_bar[0];\n}\n\nmpl.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\nmpl.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\nmpl.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\nmpl.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\nmpl.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]);\n fig.send_message(\"refresh\", {});\n };\n}\n\nmpl.figure.prototype.handle_rubberband = function(fig, msg) {\n var x0 = msg['x0'] / mpl.ratio;\n var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n var x1 = msg['x1'] / mpl.ratio;\n var y1 = (fig.canvas.height - msg['y1']) / mpl.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, 0, fig.canvas.width, fig.canvas.height);\n\n fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n}\n\nmpl.figure.prototype.handle_figure_label = function(fig, msg) {\n // Updates the figure title.\n fig.header.textContent = msg['label'];\n}\n\nmpl.figure.prototype.handle_cursor = function(fig, msg) {\n var cursor = msg['cursor'];\n switch(cursor)\n {\n case 0:\n cursor = 'pointer';\n break;\n case 1:\n cursor = 'default';\n break;\n case 2:\n cursor = 'crosshair';\n break;\n case 3:\n cursor = 'move';\n break;\n }\n fig.rubberband_canvas.style.cursor = cursor;\n}\n\nmpl.figure.prototype.handle_message = function(fig, msg) {\n fig.message.textContent = msg['message'];\n}\n\nmpl.figure.prototype.handle_draw = function(fig, msg) {\n // Request the server to send over a new figure.\n fig.send_draw_message();\n}\n\nmpl.figure.prototype.handle_image_mode = function(fig, msg) {\n fig.image_mode = msg['mode'];\n}\n\nmpl.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.\nmpl.figure.prototype._make_on_message_function = function(fig) {\n return function socket_on_message(evt) {\n if (evt.data instanceof Blob) {\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 evt.data.type = \"image/png\";\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 fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n evt.data);\n fig.updated_canvas_event();\n fig.waiting = false;\n return;\n }\n else if (typeof evt.data === 'string' && evt.data.slice(0, 21) == \"data:image/png;base64\") {\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(\"No handler for the '\" + msg_type + \"' message type: \", msg);\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(\"Exception inside the 'handler_\" + msg_type + \"' callback:\", e, e.stack, msg);\n }\n }\n };\n}\n\n// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\nmpl.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 if (e.target)\n targ = e.target;\n else if (e.srcElement)\n targ = e.srcElement;\n if (targ.nodeType == 3) // defeat Safari bug\n targ = targ.parentNode;\n\n // jQuery normalizes the pageX and pageY\n // pageX,Y are the mouse positions relative to the document\n // offset() returns the position of the element relative to the document\n var x = e.pageX - $(targ).offset().left;\n var y = e.pageY - $(targ).offset().top;\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 * http://stackoverflow.com/a/24161582/3208463\n */\nfunction simpleKeys (original) {\n return Object.keys(original).reduce(function (obj, key) {\n if (typeof original[key] !== 'object')\n obj[key] = original[key]\n return obj;\n }, {});\n}\n\nmpl.figure.prototype.mouse_event = function(event, name) {\n var canvas_pos = mpl.findpos(event)\n\n if (name === 'button_press')\n {\n this.canvas.focus();\n this.canvas_div.focus();\n }\n\n var x = canvas_pos.x * mpl.ratio;\n var y = canvas_pos.y * mpl.ratio;\n\n this.send_message(name, {x: x, y: y, button: event.button,\n step: event.step,\n guiEvent: simpleKeys(event)});\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\nmpl.figure.prototype._key_event_extra = function(event, name) {\n // Handle any extra behaviour associated with a key event\n}\n\nmpl.figure.prototype.key_event = function(event, name) {\n\n // Prevent repeat events\n if (name == 'key_press')\n {\n if (event.which === this._key)\n return;\n else\n this._key = event.which;\n }\n if (name == 'key_release')\n this._key = null;\n\n var value = '';\n if (event.ctrlKey && event.which != 17)\n value += \"ctrl+\";\n if (event.altKey && event.which != 18)\n value += \"alt+\";\n if (event.shiftKey && event.which != 16)\n value += \"shift+\";\n\n value += 'k';\n value += event.which.toString();\n\n this._key_event_extra(event, name);\n\n this.send_message(name, {key: value,\n guiEvent: simpleKeys(event)});\n return false;\n}\n\nmpl.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\nmpl.figure.prototype.toolbar_button_onmouseover = function(tooltip) {\n this.message.textContent = tooltip;\n};\nmpl.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\"]];\n\nmpl.extensions = [\"eps\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\"];\n\nmpl.default_extension = \"png\";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.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 // Pass the mpl event to the overriden (by mpl) onmessage function.\n ws.onmessage(msg['content']['data'])\n });\n return ws;\n}\n\nmpl.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 = $(\"#\" + id);\n var ws_proxy = comm_websocket_adapter(comm)\n\n function ondownload(figure, format) {\n window.open(figure.imageObj.src);\n }\n\n var fig = new mpl.figure(id, ws_proxy,\n ondownload,\n element.get(0));\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.get(0);\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\n var output_index = fig.cell_info[2]\n var cell = fig.cell_info[0];\n\n};\n\nmpl.figure.prototype.handle_close = function(fig, msg) {\n var width = fig.canvas.width/mpl.ratio\n fig.root.unbind('remove')\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).html('<img src=\"' + dataURL + '\" width=\"' + width + '\">');\n fig.close_ws(fig, msg);\n}\n\nmpl.figure.prototype.close_ws = function(fig, msg){\n fig.send_message('closing', msg);\n // fig.ws.close()\n}\n\nmpl.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/mpl.ratio\n var dataURL = this.canvas.toDataURL();\n this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n}\n\nmpl.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 () { fig.push_to_output() }, 1000);\n}\n\nmpl.figure.prototype._init_toolbar = function() {\n var fig = this;\n\n var nav_element = $('<div/>')\n nav_element.attr('style', 'width: 100%');\n this.root.append(nav_element);\n\n // Define a callback function for later on.\n function toolbar_event(event) {\n return fig.toolbar_button_onclick(event['data']);\n }\n function toolbar_mouse_event(event) {\n return fig.toolbar_button_onmouseover(event['data']);\n }\n\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) { continue; };\n\n var button = $('<button class=\"btn btn-default\" href=\"#\" title=\"' + name + '\"><i class=\"fa ' + image + ' fa-lg\"></i></button>');\n button.click(method_name, toolbar_event);\n button.mouseover(tooltip, toolbar_mouse_event);\n nav_element.append(button);\n }\n\n // Add the status bar.\n var status_bar = $('<span class=\"mpl-message\" style=\"text-align:right; float: right;\"/>');\n nav_element.append(status_bar);\n this.message = status_bar[0];\n\n // Add the close button to the window.\n var buttongrp = $('<div class=\"btn-group inline pull-right\"></div>');\n var button = $('<button class=\"btn btn-mini btn-primary\" href=\"#\" title=\"Stop Interaction\"><i class=\"fa fa-power-off icon-remove icon-large\"></i></button>');\n button.click(function (evt) { fig.handle_close(fig, {}); } );\n button.mouseover('Stop Interaction', toolbar_mouse_event);\n buttongrp.append(button);\n var titlebar = this.root.find($('.ui-dialog-titlebar'));\n titlebar.prepend(buttongrp);\n}\n\nmpl.figure.prototype._root_extra_style = function(el){\n var fig = this\n el.on(\"remove\", function(){\n\tfig.close_ws(fig, {});\n });\n}\n\nmpl.figure.prototype._canvas_extra_style = function(el){\n // this is important to make the div 'focusable\n el.attr('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 }\n else {\n // location in version 2\n IPython.keyboard_manager.register_events(el);\n }\n\n}\n\nmpl.figure.prototype._key_event_extra = function(event, name) {\n var manager = IPython.notebook.keyboard_manager;\n if (!manager)\n manager = IPython.keyboard_manager;\n\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\nmpl.figure.prototype.handle_save = function(fig, msg) {\n fig.ondownload(fig, null);\n}\n\n\nmpl.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; 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\" width=\"640\">"
},
"output_type": "display_data"
},
{
"metadata": {},
"execution_count": 3,
"data": {
"text/plain": "<matplotlib.legend.Legend at 0x10b5730f0>"
},
"output_type": "execute_result"
}
]
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "[x for x in zip('asdf', '1234')]",
"execution_count": 4,
"outputs": [
{
"metadata": {},
"execution_count": 4,
"data": {
"text/plain": "[('a', '1'), ('s', '2'), ('d', '3'), ('f', '4')]"
},
"output_type": "execute_result"
}
]
}
],
"metadata": {
"celltoolbar": "Raw Cell Format",
"language_info": {
"version": "3.5.2",
"file_extension": ".py",
"name": "python",
"codemirror_mode": {
"version": 3,
"name": "ipython"
},
"mimetype": "text/x-python",
"pygments_lexer": "ipython3",
"nbconvert_exporter": "python"
},
"kernelspec": {
"name": "python3",
"display_name": "Python 3",
"language": "python"
}
},
"nbformat": 4,
"nbformat_minor": 1
}
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