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Creating a Bezier surface patch using NURBS-Python
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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"%matplotlib notebook\n",
"\n",
"# Import NURBS-Python and the visualization component\n",
"from geomdl import BSpline\n",
"from geomdl import utilities\n",
"# from geomdl.visualization import VisPlotly as vis\n",
"from geomdl.visualization import VisMPL as vis"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"# Create a BSpline surface instance\n",
"surf = BSpline.Surface()"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"# Set evaluation delta\n",
"surf.delta = 0.05"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"# Set degrees\n",
"surf.degree_u = 3\n",
"surf.degree_v = 2"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"# Set control points\n",
"control_points = [[0, 0, 0], [0, 4, 0], [0, 8, -3],\n",
" [2, 0, 6], [2, 4, 0], [2, 8, 0],\n",
" [4, 0, 0], [4, 4, 0], [4, 8, 3],\n",
" [6, 0, 0], [6, 4, -3], [6, 8, 0]]\n",
"surf.set_ctrlpts(control_points, 4, 3)"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
"# Auto generate knot vectors\n",
"surf.knotvector_u = utilities.generate_knot_vector(surf.degree_u, 4)\n",
"surf.knotvector_v = utilities.generate_knot_vector(surf.degree_v, 3)"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [],
"source": [
"# Evaluate surface\n",
"surf.evaluate()"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {},
"outputs": [],
"source": [
"# Visualization config\n",
"vis_config = vis.VisConfig(figure_size=[10.25,10])\n",
"# Visualization component\n",
"vis_comp = vis.VisSurface(vis_config)"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [
{
"data": {
"application/javascript": [
"/* Put everything inside the global mpl namespace */\n",
"window.mpl = {};\n",
"\n",
"\n",
"mpl.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",
"\n",
"mpl.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",
" fig.ws.close();\n",
" }\n",
"\n",
" this.ws.onmessage = this._make_on_message_function(this);\n",
"\n",
" this.ondownload = ondownload;\n",
"}\n",
"\n",
"mpl.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",
"\n",
"mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n",
"\n",
"}\n",
"\n",
"\n",
"mpl.figure.prototype._root_extra_style = function(canvas_div) {\n",
"\n",
"}\n",
"\n",
"mpl.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",
"\n",
"mpl.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",
"\n",
"mpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n",
" // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n",
" // which will in turn request a refresh of the image.\n",
" this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n",
"}\n",
"\n",
"mpl.figure.prototype.send_message = function(type, properties) {\n",
" properties['type'] = type;\n",
" properties['figure_id'] = this.id;\n",
" this.ws.send(JSON.stringify(properties));\n",
"}\n",
"\n",
"mpl.figure.prototype.send_draw_message = function() {\n",
" if (!this.waiting) {\n",
" this.waiting = true;\n",
" this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n",
" }\n",
"}\n",
"\n",
"\n",
"mpl.figure.prototype.handle_save = function(fig, msg) {\n",
" var format_dropdown = fig.format_dropdown;\n",
" var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n",
" fig.ondownload(fig, format);\n",
"}\n",
"\n",
"\n",
"mpl.figure.prototype.handle_resize = function(fig, msg) {\n",
" var size = msg['size'];\n",
" if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n",
" fig._resize_canvas(size[0], size[1]);\n",
" fig.send_message(\"refresh\", {});\n",
" };\n",
"}\n",
"\n",
"mpl.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",
"\n",
"mpl.figure.prototype.handle_figure_label = function(fig, msg) {\n",
" // Updates the figure title.\n",
" fig.header.textContent = msg['label'];\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_cursor = function(fig, msg) {\n",
" 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",
"\n",
"mpl.figure.prototype.handle_message = function(fig, msg) {\n",
" fig.message.textContent = msg['message'];\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_draw = function(fig, msg) {\n",
" // Request the server to send over a new figure.\n",
" fig.send_draw_message();\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_image_mode = function(fig, msg) {\n",
" fig.image_mode = msg['mode'];\n",
"}\n",
"\n",
"mpl.figure.prototype.updated_canvas_event = function() {\n",
" // Called whenever the canvas gets updated.\n",
" this.send_message(\"ack\", {});\n",
"}\n",
"\n",
"// A function to construct a web socket function for onmessage handling.\n",
"// Called in the figure constructor.\n",
"mpl.figure.prototype._make_on_message_function = function(fig) {\n",
" return function socket_on_message(evt) {\n",
" if (evt.data instanceof Blob) {\n",
" /* 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\n",
"mpl.findpos = function(e) {\n",
" //this section is from http://www.quirksmode.org/js/events_properties.html\n",
" var targ;\n",
" if (!e)\n",
" e = window.event;\n",
" 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",
" */\n",
"function simpleKeys (original) {\n",
" return Object.keys(original).reduce(function (obj, key) {\n",
" if (typeof original[key] !== 'object')\n",
" obj[key] = original[key]\n",
" return obj;\n",
" }, {});\n",
"}\n",
"\n",
"mpl.figure.prototype.mouse_event = function(event, name) {\n",
" var canvas_pos = mpl.findpos(event)\n",
"\n",
" if (name === 'button_press')\n",
" {\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",
"\n",
"mpl.figure.prototype._key_event_extra = function(event, name) {\n",
" // Handle any extra behaviour associated with a key event\n",
"}\n",
"\n",
"mpl.figure.prototype.key_event = function(event, name) {\n",
"\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",
"\n",
"mpl.figure.prototype.toolbar_button_onclick = function(name) {\n",
" if (name == 'download') {\n",
" this.handle_save(this, null);\n",
" } else {\n",
" this.send_message(\"toolbar_button\", {name: name});\n",
" }\n",
"};\n",
"\n",
"mpl.figure.prototype.toolbar_button_onmouseover = function(tooltip) {\n",
" this.message.textContent = tooltip;\n",
"};\n",
"mpl.toolbar_items = [[\"Home\", \"Reset original view\", \"fa fa-home icon-home\", \"home\"], [\"Back\", \"Back to previous view\", \"fa fa-arrow-left icon-arrow-left\", \"back\"], [\"Forward\", \"Forward to next view\", \"fa fa-arrow-right icon-arrow-right\", \"forward\"], [\"\", \"\", \"\", \"\"], [\"Pan\", \"Pan axes with left mouse, zoom with right\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o icon-save\", \"download\"]];\n",
"\n",
"mpl.extensions = [\"eps\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\"];\n",
"\n",
"mpl.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 overridden (by mpl) onmessage function.\n",
" ws.onmessage(msg['content']['data'])\n",
" });\n",
" return ws;\n",
"}\n",
"\n",
"mpl.mpl_figure_comm = function(comm, msg) {\n",
" // This is the function which gets called when the mpl process\n",
" // starts-up an IPython Comm through the \"matplotlib\" channel.\n",
"\n",
" var id = msg.content.data.id;\n",
" // Get hold of the div created by the display call when the Comm\n",
" // socket was opened in Python.\n",
" var element = $(\"#\" + 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",
"\n",
"mpl.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",
"\n",
"mpl.figure.prototype.close_ws = function(fig, msg){\n",
" fig.send_message('closing', msg);\n",
" // fig.ws.close()\n",
"}\n",
"\n",
"mpl.figure.prototype.push_to_output = function(remove_interactive) {\n",
" // Turn the data on the canvas into data in the output cell.\n",
" var width = this.canvas.width/mpl.ratio\n",
" var dataURL = this.canvas.toDataURL();\n",
" this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n",
"}\n",
"\n",
"mpl.figure.prototype.updated_canvas_event = function() {\n",
" // Tell IPython that the notebook contents must change.\n",
" IPython.notebook.set_dirty(true);\n",
" this.send_message(\"ack\", {});\n",
" var fig = this;\n",
" // Wait a second, then push the new image to the DOM so\n",
" // that it is saved nicely (might be nice to debounce this).\n",
" setTimeout(function () { fig.push_to_output() }, 1000);\n",
"}\n",
"\n",
"mpl.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",
"\n",
"mpl.figure.prototype._root_extra_style = function(el){\n",
" var fig = this\n",
" el.on(\"remove\", function(){\n",
"\tfig.close_ws(fig, {});\n",
" });\n",
"}\n",
"\n",
"mpl.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",
"\n",
"mpl.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",
" event.shiftKey = false;\n",
" // Send a \"J\" for go to next cell\n",
" event.which = 74;\n",
" event.keyCode = 74;\n",
" manager.command_mode();\n",
" manager.handle_keydown(event);\n",
" }\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_save = function(fig, msg) {\n",
" fig.ondownload(fig, null);\n",
"}\n",
"\n",
"\n",
"mpl.find_output_cell = function(html_output) {\n",
" // Return the cell and output element which can be found *uniquely* in the notebook.\n",
" // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n",
" // IPython event is triggered only after the cells have been serialised, which for\n",
" // our purposes (turning an active figure into a static one), is too late.\n",
" var cells = IPython.notebook.get_cells();\n",
" var ncells = cells.length;\n",
" for (var i=0; i<ncells; i++) {\n",
" var cell = cells[i];\n",
" if (cell.cell_type === 'code'){\n",
" for (var j=0; j<cell.output_area.outputs.length; j++) {\n",
" var data = cell.output_area.outputs[j];\n",
" if (data.data) {\n",
" // IPython >= 3 moved mimebundle to data attribute of output\n",
" data = data.data;\n",
" }\n",
" if (data['text/html'] == html_output) {\n",
" return [cell, data, j];\n",
" }\n",
" }\n",
" }\n",
" }\n",
"}\n",
"\n",
"// Register the function which deals with the matplotlib target/channel.\n",
"// The kernel may be null if the page has been refreshed.\n",
"if (IPython.notebook.kernel != null) {\n",
" IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n",
"}\n"
],
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\" width=\"984\">"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Set visualization component of the surface\n",
"surf.vis = vis_comp\n",
"# Render the surface\n",
"surf.render()"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python [conda env:sci]",
"language": "python",
"name": "conda-env-sci-py"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.6.6"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
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