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PHYD38 - PS3.ipynb
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{
"cells": [
{
"metadata": {
"ExecuteTime": {
"start_time": "2017-03-12T18:34:48.743927",
"end_time": "2017-03-12T18:34:49.519169"
},
"collapsed": false,
"trusted": true
},
"cell_type": "code",
"source": "%reset -f\n%pylab notebook\nplt.rc('text', usetex=True)\nplt.rc('font', family='serif')\nplt.rcParams['text.latex.unicode']=True\nimport numpy as np\nimport desolver as de\nde.init_module(raiseKBINT=True)\nfrom mpl_toolkits.mplot3d import Axes3D\nimport inspect",
"execution_count": 1,
"outputs": [
{
"output_type": "stream",
"text": "Populating the interactive namespace from numpy and matplotlib\n",
"name": "stdout"
}
]
},
{
"metadata": {
"ExecuteTime": {
"start_time": "2017-03-12T18:34:49.527375",
"end_time": "2017-03-12T18:34:49.546982"
},
"collapsed": true,
"trusted": true
},
"cell_type": "code",
"source": "from contextlib import contextmanager\nimport sys, os\n\n@contextmanager\ndef suppress_stdout():\n with open(os.devnull, \"w\") as devnull:\n old_stdout = sys.stdout\n sys.stdout = devnull\n try: \n yield\n finally:\n sys.stdout = old_stdout",
"execution_count": 2,
"outputs": []
},
{
"metadata": {
"ExecuteTime": {
"start_time": "2017-03-12T18:34:49.685687",
"end_time": "2017-03-12T18:34:49.914970"
},
"collapsed": true,
"trusted": true
},
"cell_type": "code",
"source": "def plotVectorField(func, num_per_axis=1, stream_or_quiver=0, xlims=[-1, 1], ylims=[-1, 1], zlims=None, fkwargs={}, plotkwargs={}, axin=None):\n fig = plt.figure() if axin is None else axin.figure\n ax = fig.add_subplot(111, projection='3d' if zlims is not None else 'rectilinear') if axin is None else axin\n vectorizedFunc = np.vectorize(func, **fkwargs)\n if zlims is not None:\n vectorizedPlot = np.vectorize(lambda x, y, z, dx, dy, dz: ax.quiver(x, y, z, dx / num_per_axis, dy / num_per_axis, dz / num_per_axis, **plotkwargs))\n x = np.linspace(xlims[0], xlims[1], num_per_axis if xlims[0] != xlims[1] else 1)\n y = np.linspace(ylims[0], ylims[1], num_per_axis if ylims[0] != ylims[1] else 1)\n z = np.linspace(zlims[0], zlims[1], num_per_axis if zlims[0] != zlims[1] else 1)\n X, Y, Z = np.meshgrid(x, y, z)\n dX, dY, dZ = vectorizedFunc(X, Y, Z)\n img = vectorizedPlot(X, Y, Z, dX, dY, dZ)\n zmean = np.mean(zlims)\n zwidth = 0.5 * (zlims[1] - zlims[0])\n\n ax.set_zlim(zmean - zwidth * (1 + 1/num_per_axis), zmean + zwidth * (1 + 1/num_per_axis))\n elif ylims is not None:\n if stream_or_quiver:\n vectorizedPlot = np.vectorize(lambda x, y, dx, dy: ax.quiver(x, y, dx / num_per_axis, dy / num_per_axis, **plotkwargs))\n else:\n vectorizedPlot = lambda x, y, dx, dy: ax.streamplot(x, y, dx / num_per_axis, dy / num_per_axis, **plotkwargs)\n x = np.linspace(xlims[0], xlims[1], num_per_axis if xlims[0] != xlims[1] else 1)\n y = np.linspace(ylims[0], ylims[1], num_per_axis if ylims[0] != ylims[1] else 1)\n X, Y = np.meshgrid(x, y)\n dX, dY = vectorizedFunc(X, Y)\n if stream_or_quiver:\n img = vectorizedPlot(X, Y, dX, dY)\n else:\n img = vectorizedPlot(x, y, dX, dY)\n else:\n if stream_or_quiver:\n vectorizedPlot = lambda x, y, dx, dy: ax.quiver(x, y, dx / num_per_axis, dy / num_per_axis, **plotkwargs)\n else:\n vectorizedPlot = lambda x, y, dx, dy: ax.streamplot(x, y, dx / num_per_axis, dy / num_per_axis, **plotkwargs)\n x = np.linspace(xlims[0], xlims[1], num_per_axis if xlims[0] != xlims[1] else 1)\n X, = np.meshgrid(x)\n dX = vectorizedFunc(X)\n if stream_or_quiver:\n img = vectorizedPlot(X, dX, *np.meshgrid(dX, X))\n else:\n img = vectorizedPlot(x, dX, *np.meshgrid(dX, X))\n \n xmean = np.mean(xlims)\n xwidth = 0.5 * (xlims[1] - xlims[0])\n \n ymean = np.mean(ylims)\n ywidth = 0.5 * (ylims[1] - ylims[0])\n \n ax.set_xlim(xmean - xwidth * (1 + 1/num_per_axis), xmean + xwidth * (1 + 1/num_per_axis))\n ax.set_ylim(ymean - ywidth * (1 + 1/num_per_axis), ymean + ywidth * (1 + 1/num_per_axis))\n return fig, ax, img",
"execution_count": 3,
"outputs": []
},
{
"metadata": {
"ExecuteTime": {
"start_time": "2017-03-12T13:37:01.372672",
"end_time": "2017-03-12T13:37:03.108829"
},
"collapsed": false,
"trusted": true,
"scrolled": false
},
"cell_type": "code",
"source": "# Question 6.5.10\n\nh = 1\nk = 1.0\n\nfig, ax, img = plotVectorField(lambda x, y: (y, 2 * h**2 / x**3 - k / x**2), xlims=[0.001, 15], ylims=[-3, 3], num_per_axis=100, \n stream_or_quiver=False, plotkwargs={\"color\": \"k\", \"zorder\": 2, \"density\": 1.5})\n\nax.set_title(r\"Vector Field of $H\\left(r,p\\right)=\\frac{p^2}{2}+\\frac{h^2}{2r^2}-\\frac{k}{r}$\")\nax.set_xlabel(\"r\")\nax.set_ylabel(\"p\")\n\nX = np.linspace(*ax.get_xlim(), 500)\nY = np.linspace(*ax.get_ylim(), 500)\nX, Y = np.meshgrid(X, Y)\n\nH = lambda r,p: p**2 / 2 + h ** 2 / (2 * r**2) - k / r\n\nim = ax.imshow(H(X,Y), vmin=-1.0, vmax=1.0, extent=(*ax.get_xlim(), *ax.get_ylim()), \n aspect='auto', zorder=1, alpha=0.5, cmap='plasma')\ncbar = fig.colorbar(im)\ncbar.set_label(r\"H\\left(x,p\\right)\")",
"execution_count": 5,
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": "<IPython.core.display.Javascript object>",
"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\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\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; 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.\nif (IPython.notebook.kernel != null) {\n IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n}\n"
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\" 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},
"metadata": {}
}
]
},
{
"metadata": {
"ExecuteTime": {
"start_time": "2017-03-12T14:09:14.042734",
"end_time": "2017-03-12T14:09:18.866136"
},
"collapsed": false,
"trusted": true,
"scrolled": false
},
"cell_type": "code",
"source": "# Question 7.3.3\n\nfig, ax, img = plotVectorField(lambda x, y: (x - y - x**3, x + y - y**3), xlims=[-5, 5], ylims=[-5, 5], num_per_axis=100, \n stream_or_quiver=False, plotkwargs={\"color\": \"k\", \"zorder\": 2, \"density\": 1.5})\n\nax.set_title(r\"Phase Portrait of $\\left(\\dot{x},\\dot{y}\\right)=(x-y-x^{3}, x+y-y^{3})$\")\nax.set_xlabel(\"x\")\nax.set_ylabel(\"y\")\nax.grid(which='both')\n\nfig = figure()\nax = fig.add_subplot(111)\nX = np.linspace(-2.5, 2.5, 100)\nY = np.linspace(-2.5, 2.5, 100)\nax.plot(X, X - X**3, linewidth=2, zorder=2, label=r\"$\\dot{x}$ Nullcline\")\nax.plot(-(Y - Y**3), Y, linewidth=2, zorder=2, label=r\"$\\dot{y}$ Nullcline\")\n\nfig, ax, img = plotVectorField(lambda x, y: (x - y - x**3, x + y - y**3), xlims=[X.min(), X.max()], ylims=[Y.min(), Y.max()], num_per_axis=20, \n stream_or_quiver=True, plotkwargs={\"color\": \"k\", \"zorder\":1, \"width\":0.003}, axin=ax)\n\nax.set_title(r\"Nullclines and Vector Field of \\\\ $\\left(\\dot{x},\\dot{y}\\right)=(x-y-x^{3}, x+y-y^{3})$\",\n multialignment='center')\nax.set_xlabel(\"x\")\nax.set_ylabel(\"y\")\nax.grid(which='both')\nax.set_xlim(X.min(), X.max())\nax.set_ylim(Y.min(), Y.max())\nax.legend()",
"execution_count": 51,
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": "<IPython.core.display.Javascript object>",
"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\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\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; 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.\nif (IPython.notebook.kernel != null) {\n IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n}\n"
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\" width=\"639.7310719295767\">"
},
"metadata": {}
},
{
"output_type": "display_data",
"data": {
"text/plain": "<IPython.core.display.Javascript object>",
"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\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\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; 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.\nif (IPython.notebook.kernel != null) {\n IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n}\n"
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\" width=\"639.7310719295767\">"
},
"metadata": {}
},
{
"output_type": "execute_result",
"data": {
"text/plain": "<matplotlib.legend.Legend at 0x7f5555b4fc18>"
},
"metadata": {},
"execution_count": 51
}
]
},
{
"metadata": {
"ExecuteTime": {
"start_time": "2017-03-13T08:36:48.741374",
"end_time": "2017-03-13T08:36:55.795028"
},
"trusted": true,
"collapsed": false,
"scrolled": false
},
"cell_type": "code",
"source": "# Question 8.1.7\n\nX = np.linspace(-5, 5, 100)\n\nY = np.array((-5, 5))\n\n##### Figure 5 ######\na = np.array((-1, 1))\nb = np.array((-1, 1))\n#####################\n##### Figure 6 ######\n# b = np.array([-1.5, 1, 1.5])\n# a = np.array([-1.5, 1, 1.5])\n#####################\n\nprint(a,b)\n\nfig, ax = subplots(len(b), len(a), figsize=(4*len(a), 4*len(b)), tight_layout=True)\n\nfor row, brow in zip(ax, b):\n for col, arow in zip(row, a):\n col.plot(X, arow * X, linewidth=0.75)\n col.plot(X[brow + brow * X<0], X[brow + brow * X<0] / (brow + brow * X[brow + brow * X<0]), \n linewidth=0.75, color='r')\n col.plot(X[brow + brow * X>0], X[brow + brow * X>0] / (brow + brow * X[brow + brow * X>0]), \n linewidth=0.75, color='r')\n try:\n col.scatter(1/(arow*brow) - 1, 1/brow - arow)\n except:\n pass\n col.scatter(0, 0)\n \n plotVectorField(lambda x, y: (y-arow*x, -brow*y+x/(1+x)), xlims=[X.min(), X.max()], ylims=[Y.min(), Y.max()], num_per_axis=20, \n stream_or_quiver=False, plotkwargs={\"color\": \"k\", \"zorder\":1, \"density\":1.5, \"linewidth\":0.5}, axin=col)\n \n col.set_xlim(X.min(), X.max())\n col.set_ylim(Y.min(), Y.max())\n col.set_xlabel('x')\n col.set_ylabel('y')\n col.set_title(r\"Nullclines for $\\left(a,b\\right)=\\left({},{}\\right)$\".format(arow,brow))",
"execution_count": 141,
"outputs": [
{
"output_type": "stream",
"text": "[-1 1] [-1 1]\n",
"name": "stdout"
},
{
"output_type": "display_data",
"data": {
"text/plain": "<IPython.core.display.Javascript object>",
"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\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\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; 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.\nif (IPython.notebook.kernel != null) {\n IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n}\n"
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