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{
"cells": [
{
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"metadata": {},
"source": [
"## 4つのタンクに液体を分配するシステムのパラメータの推定\n",
"\n",
"[JModelica.org Users Gauide - Ver.2.10](https://jmodelica.org/downloads/UsersGuide-2.10.pdf) 6.5.2.4. Parameter estimation の例題を実習します。\n",
"\n",
"この例題のモデルは、JModelica の配布パッケージの中の QuadTankPack.mopに含まれています。\n",
"また、以下のように入力することによってデモを実行することができます。\n",
"```\n",
"%matplotlib inline\n",
"from pyjmi.examples import qt_par_est_casadi\n",
"qt_par_est_casadi.run_demo()\n",
"```\n",
"ここでは、QuadTankPack.mop からシステムモデルとパラメータ推定用モデルを抜粋しています。\n",
"\n",
"本文書は、Users Guide の例題を解説するものであり、モデルのソースコードやオペレーションで使用する Python スクリプトの著作権は Modelon AB にあります。\n",
"\n",
"### 4つのタンクに液体を分配するシステム (quadruple tank system) の概要\n",
"このシステムは、ポンプ2個、3方型バルブ2個、タンク4個から構成されています。\n",
"\n",
"* ポンプ1とポンプ2の吐出流量は、電圧によって制御します。\n",
"* ポンプ1から供給される液体の流路は3方型バルブ1で分岐し、タンク1とタンク4に至ります。\n",
"* ポンプ2から供給される液体の流路は3方型バルブ2で分岐し、タンク2とタンク3に至ります。\n",
"* 各タンクには底部に穴があり、タンク内の液体が流出します。\n",
"* ダンク1の上にタンク3があり、タンク3から流出した液体はタンク1に流れ込みます。\n",
"* タンク2の上にタンク4があり、タンク4から流出した液体はタンク2に流れ込みます。\n",
"\n",
"#### 状態変数\n",
"$x_1, x_2, x_3, x_4$ : タンク1〜タンク4の液位 [m]\n",
"\n",
"#### 初期条件\n",
"$x_1(0), x_2(0), x_3(0), x_4(0)$: タンク1〜タンク4の液位の初期値 [m]\n",
"\n",
"#### 制御変数 (入力変数)\n",
"$u_1, u_2$ : ポンプ1、ポンプ2の電圧 [V]\n",
"\n",
"#### 方程式\n",
"タンク1〜タンク4の流量バランスから以下の方程式が得られます。方程式の導出は最後の方に記述します。\n",
"$$\n",
"\\begin{align}\n",
"\\dot{x_1} &= -\\frac{a_1}{A_1} \\sqrt{2 g x_1} + \\frac{a_3}{A_1} \\sqrt{2 g x_3} + \\frac{\\gamma_1 k_1}{A_1} u_1\\\\\n",
"\\dot{x_2} &= -\\frac{a_2}{A_2} \\sqrt{2 g x_2} + \\frac{a_4}{A_2} \\sqrt{2 g x_4} + \\frac{\\gamma_2 k_2}{A_2} u_2\\\\\n",
"\\dot{x_3} &= -\\frac{a_3}{A_3} \\sqrt{2 g x_3} + \\frac{(1-\\gamma_2) k_2}{A_3} u_2 \\\\\n",
"\\dot{x_4} &= -\\frac{a_4}{A_4} \\sqrt{2 g x_4} + \\frac{(1-\\gamma_1) k_1}{A_4} u_1 \n",
"\\end{align}\n",
"$$\n",
"\n",
"#### パラメータ\n",
"* $k_1, k_2$: ポンプの流量と電圧の関係を表す係数 [m3/s.V]\n",
"* $\\gamma_1, \\gamma_2$: 3方型バルブの流量比\n",
"* $A_1, A_2, A_3, A_4$ : タンク1〜タンク4の断面積 [m2]\n",
"* $a_1, a_2, a_3, a_4$: 圧力損失を考慮して補正したタンク出口の断面積 [m2]\n",
"* $g$: 重力加速度\n",
"\n",
"### パラメータ推定問題の概要\n",
"ポンプの電圧 $u_1, u_2$ を変化させてタンクの液位 $x_1, x_2, x_3, x_4$ の時刻歴を測定したデータを使用して、上記システムのパラメータの一部を推定します。\n",
"\n",
"次のような手順を行います。\n",
"1. 測定データを読み込みます。\n",
"2. 測定データの初期条件 $x_1(0), x_2(0), x_3(0), x_4(0)$ と制御変数 $u_1(t), u_2(t)$を使用して、タンクシステムモデルのシミュレーションを行います。\n",
"3. 結果を比較し、推定するパラメータを決めます。\n",
"4. パラメータ推定用のモデルを作成します。\n",
"5. パラメータ推定計算を行います。\n",
"6. 測定データと推定したパラメータを使用したシミュレーション結果を比較します。\n",
"\n",
"### 準備\n",
"以下が必要です。\n",
"\n",
"* 測定データ\n",
"* Modelica で作成した上記のタンクシステムのモデル\n",
"\n",
"MATLAB の mat ファイル形式の測定データが JModelica.org に含まれています。\n",
"\n",
"Windows の場合は\n",
"\n",
"```\n",
"%copy c:\\JModelica.org-2.14\\install\\Python_64\\pyjmi\\examples\\files\\qt_par_est_data.mat .\n",
"```\n",
"でコピーします。\n",
"\n",
"Mac で Docker にインストールした JModelica.org を使ってる場合は\n",
"\n",
"```\n",
"%cp /usr/local/jmodelica/Python/pyjmi/examples/files/qt_par_est_data.mat .\n",
"```\n",
"\n",
"でコピーします。"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"%cp /usr/local/jmodelica/Python/pyjmi/examples/files/qt_par_est_data.mat ."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"タンクシステムのモデルは QuadTankPack.mop から以下の部分を抜粋しました。"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Overwriting QuadTankSystem.mo\n"
]
}
],
"source": [
"%%writefile QuadTankSystem.mo\n",
"package QuadTankSystem\n",
"\n",
" model QuadTank\n",
" \n",
" // Parameters\n",
" parameter Modelica.SIunits.Area A1 = 4.9e-4, A2 = 4.9e-4, A3 = 4.9e-4, A4 = 4.9e-4;\n",
" parameter Modelica.SIunits.Area a1 = 0.03e-4, a2 = 0.03e-4, a3 = 0.03e-4, a4 = 0.03e-4;\n",
" parameter Modelica.SIunits.Acceleration g = 9.81;\n",
" parameter Real k1_nmp(unit=\"m3^/s/V\") = 0.56e-6, k2_nmp(unit=\"m^3/s/V\") = 0.56e-6;\n",
" parameter Real g1_nmp = 0.30, g2_nmp = 0.30;\n",
" \n",
" // Initial tank levels\n",
" parameter Modelica.SIunits.Length x1_0 = 0.04102638;\n",
" parameter Modelica.SIunits.Length x2_0 = 0.06607553;\n",
" parameter Modelica.SIunits.Length x3_0 = 0.00393984;\n",
" parameter Modelica.SIunits.Length x4_0 = 0.00556818;\n",
"\n",
" // Tank levels\n",
" Modelica.SIunits.Length x1(start=x1_0);\n",
" Modelica.SIunits.Length x2(start=x2_0);\n",
" Modelica.SIunits.Length x3(start=x3_0);\n",
" Modelica.SIunits.Length x4(start=x4_0);\n",
" \n",
" // Inputs\n",
" connector InputVoltage = input Modelica.SIunits.Voltage;\n",
" InputVoltage u1;\n",
" InputVoltage u2;\n",
"\n",
" equation\n",
" der(x1) = -a1/A1*sqrt(2*g*x1) + a3/A1*sqrt(2*g*x3) + g1_nmp*k1_nmp/A1*u1;\n",
" der(x2) = -a2/A2*sqrt(2*g*x2) + a4/A2*sqrt(2*g*x4) + g2_nmp*k2_nmp/A2*u2;\n",
" der(x3) = -a3/A3*sqrt(2*g*x3) + (1-g2_nmp)*k2_nmp/A3*u2;\n",
" der(x4) = -a4/A4*sqrt(2*g*x4) + (1-g1_nmp)*k1_nmp/A4*u1;\n",
" end QuadTank;\n",
"end QuadTankSystem;"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### 測定データを読み込む\n",
"ファイルから測定データを読み込みます。\n",
"* 0.01秒刻みで120秒分のデータを間引いて、60 秒から 120 秒まで1秒毎のデータを抽出します。\n",
"* タンク液位の測定値は cm 単位なので 100 で割って m 単位に変換します。"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"from scipy.io.matlab.mio import loadmat\n",
"# Load measurement data from file\n",
"data = loadmat(\"qt_par_est_data.mat\", appendmat=False)\n",
"# Extract data series\n",
"t_meas = data['t'][6000::100, 0] - 60\n",
"y1_meas = data['y1_f'][6000::100, 0] / 100\n",
"y2_meas = data['y2_f'][6000::100, 0] / 100\n",
"y3_meas = data['y3_d'][6000::100, 0] / 100\n",
"y4_meas = data['y4_d'][6000::100, 0] / 100\n",
"u1 = data['u1_d'][6000::100, 0]\n",
"u2 = data['u2_d'][6000::100, 0]"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### パラメータ修正前のモデルのシミュレーションを行う\n",
"モデルをコンパイルして FMU を生成し、ロードします。"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"from pymodelica import compile_fmu\n",
"from pyfmi import load_fmu\n",
"# Compile and load FMU, which is used for simulation\n",
"model = load_fmu(compile_fmu('QuadTankSystem.QuadTank', \"QuadTankSystem.mo\"))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"測定データの初期条件をモデルに設定します。"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"import numpy as N\n",
"# Set initial states in model, which are stored in the optimization problem\n",
"x_0_names = ['x1_0', 'x2_0', 'x3_0', 'x4_0']\n",
"x_0_values = [y1_meas[0], y2_meas[0], y3_meas[0], y4_meas[0]]\n",
"model.set(x_0_names, x_0_values)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"制御変数のオブジェクトを作成し、入力変数として設定してモデルのシミュレーションを実行します。"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Final Run Statistics: --- \n",
"\n",
" Number of steps : 183\n",
" Number of function evaluations : 309\n",
" Number of Jacobian evaluations : 4\n",
" Number of function eval. due to Jacobian eval. : 16\n",
" Number of error test failures : 36\n",
" Number of nonlinear iterations : 305\n",
" Number of nonlinear convergence failures : 0\n",
"\n",
"Solver options:\n",
"\n",
" Solver : CVode\n",
" Linear multistep method : BDF\n",
" Nonlinear solver : Newton\n",
" Linear solver type : DENSE\n",
" Maximal order : 5\n",
" Tolerances (absolute) : 1e-06\n",
" Tolerances (relative) : 0.0001\n",
"\n",
"Simulation interval : 0.0 - 60.0 seconds.\n",
"Elapsed simulation time: 0.0289959907532 seconds.\n"
]
}
],
"source": [
"u = N.transpose(N.vstack([t_meas, u1, u2]))\n",
"# Simulate model response with nominal parameter values\n",
"res_sim = model.simulate(input=(['u1', 'u2'], u), start_time=0., final_time=60.)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"シミュレーション結果を取得します。"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [],
"source": [
"# Load simulation result\n",
"x1_sim = res_sim['x1']\n",
"x2_sim = res_sim['x2']\n",
"x3_sim = res_sim['x3']\n",
"x4_sim = res_sim['x4']\n",
"t_sim = res_sim['time']\n",
"u1_sim = res_sim['u1']\n",
"u2_sim = res_sim['u2']"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### 測定データと修正前のモデルのシミュレーション結果を比較する\n",
"タンクの液位とポンプの電圧をプロットします。"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
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"\n",
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" 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\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\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 overriden (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"
],
"text/plain": [
"<IPython.core.display.Javascript object>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
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\" width=\"640\">"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"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\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\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 overriden (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"
],
"text/plain": [
"<IPython.core.display.Javascript object>"
]
},
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"output_type": "display_data"
},
{
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\" width=\"640\">"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"%matplotlib notebook\n",
"from matplotlib import pyplot as plt\n",
"# Plot measurements and inputs\n",
"plt.figure(1)\n",
"plt.subplot(2, 2, 1)\n",
"plt.plot(t_meas, y3_meas)\n",
"plt.plot(t_sim, x3_sim)\n",
"plt.title('x3')\n",
"plt.grid()\n",
"plt.subplot(2, 2, 2)\n",
"plt.plot(t_meas, y4_meas)\n",
"plt.plot(t_sim, x4_sim)\n",
"plt.title('x4')\n",
"plt.grid()\n",
"plt.subplot(2, 2, 3)\n",
"plt.plot(t_meas, y1_meas)\n",
"plt.plot(t_sim, x1_sim)\n",
"plt.title('x1')\n",
"plt.xlabel('t[s]')\n",
"plt.grid()\n",
"plt.subplot(2, 2, 4)\n",
"plt.plot(t_meas, y2_meas)\n",
"plt.plot(t_sim, x2_sim)\n",
"plt.title('x2')\n",
"plt.xlabel('t[s]')\n",
"plt.grid()\n",
"\n",
"plt.figure(2)\n",
"plt.subplot(2, 1, 1)\n",
"plt.plot(t_meas, u1)\n",
"plt.plot(t_sim, u1_sim, 'r',linestyle='dashed')\n",
"plt.ylabel('u1')\n",
"plt.grid()\n",
"plt.subplot(2, 1, 2)\n",
"plt.plot(t_meas, u2)\n",
"plt.plot(t_sim, u2_sim, 'r',linestyle='dashed')\n",
"plt.ylabel('u2')\n",
"plt.xlabel('t[s]')\n",
"plt.grid()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### パラメータ推定用のモデルを作成する。\n",
"\n",
"タンクの液位 x1 と x2 は、 x3 や x4 と比べると、測定値とシミュレーションの結果のずれが大きくなっています。 そこで x1 と x2 に与える影響が大きいパラメータ a1 と a2 の推定を行うことにします。\n",
"\n",
"まず、測定データの液位の初期値を確認します。"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[0.062715498260467531, 0.060437812711968755, 0.023949266862170089, 0.023249081133919845]\n"
]
}
],
"source": [
"print(x_0_values)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"タンクシステムのモデルを継承して、次のようなパラメータ推定用のモデルを作成します。このモデルも QuadTankPack.mop からの抜粋です。\n",
"\n",
"* 初期値 x1_0 〜 x4_0 は、上で確認した測定データの初期値を設定します。\n",
"* 推定を行うパラメータ a1と a2 は、free=true を設定します。"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Overwriting QuadTankOpt.mop\n"
]
}
],
"source": [
"%%writefile QuadTankOpt.mop\n",
"optimization QuadTank_ParEstCasADi(startTime=0, finalTime=60)\n",
" extends QuadTankSystem.QuadTank(\n",
" x1(fixed=true), x1_0=0.062715498260467531,\n",
" x2(fixed=true), x2_0=0.060437812711968755,\n",
" x3(fixed=true), x3_0=0.023949266862170089,\n",
" x4(fixed=true), x4_0=0.023249081133919845,\n",
" a1(free=true, min=0, max=0.1e-4),\n",
" a2(free=true, min=0, max=0.1e-4));\n",
"end QuadTank_ParEstCasADi;"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"パラメータ推定用モデルをロードします。"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [],
"source": [
"from pyjmi import transfer_optimization_problem\n",
"op = transfer_optimization_problem(\"QuadTank_ParEstCasADi\",[ \"QuadTankOpt.mop\",\"QuadTankSystem.mo\"])"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"パラメータ推定用モデルは、他の最適化問題のように目的関数 (objective や objectiveIntegrand など) を設定しません。その代わり ExternalData オブジェクトを使用します。このオブジェクトは、x1 と x2 について測定値とモデルの値の差の自乗の積分という目的関数を生成します。2つの入力変数 u1 と u2 についてはペナルティ法を導入します。入力変数は ExternalData の eliminated パラメータで消去することも可能です。\n",
"\n",
"* data_x1, data_x2, data_u1, data_u2 は、測定データです。\n",
"* quad_pen には、ペナルティ法を適用する変数と測定データの組み合わせを設定します。\n",
"* Q は、他の要素に対する変数の重みを表す行列で、対角行列で制御変数 u1, u2 の重みが大きくなるように設定しています。"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [],
"source": [
"from collections import OrderedDict\n",
"from pyjmi.optimization.casadi_collocation import ExternalData\n",
"Q = N.diag([1., 1., 10., 10.])\n",
"data_x1 = N.vstack([t_meas, y1_meas])\n",
"data_x2 = N.vstack([t_meas, y2_meas])\n",
"data_u1 = N.vstack([t_meas, u1])\n",
"data_u2 = N.vstack([t_meas, u2])\n",
"quad_pen = OrderedDict()\n",
"quad_pen['x1'] = data_x1\n",
"quad_pen['x2'] = data_x2\n",
"quad_pen['u1'] = data_u1\n",
"quad_pen['u2'] = data_u2\n",
"external_data = ExternalData(Q=Q, quad_pen=quad_pen)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### パラメータ推定計算を行う\n",
"オプションで ExternalData オブジェクトを設定してパラメータ推定用問題を解きます。\n",
"initial trajectory と nominal trajectory に先程行ったパラメータ修正前のシミュレーションの結果ファイルを設定しています。"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Warning: Could not find initial trajectory for variable temp_1. Using initialGuess attribute value instead.\n",
"Warning: Could not find initial trajectory for variable temp_2. Using initialGuess attribute value instead.\n",
"Warning: Could not find nominal trajectory for variable temp_1. Using nominal attribute value instead.\n",
"Warning: Could not find nominal trajectory for variable temp_2. Using nominal attribute value instead.\n",
"Warning: Could not find initial trajectory for variable temp_1. Using initialGuess attribute value instead.\n",
"Warning: Could not find initial trajectory for variable temp_2. Using initialGuess attribute value instead.\n",
"\n",
"Initialization time: 0.45 seconds\n",
"\n",
"Total time: 0.52 seconds\n",
"Pre-processing time: 0.00 seconds\n",
"Solution time: 0.05 seconds\n",
"Post-processing time: 0.02 seconds\n",
"\n"
]
}
],
"source": [
"# Set optimization options and optimize\n",
"opts = op.optimize_options()\n",
"opts['n_e'] = 60 # Number of collocation elements\n",
"opts['external_data'] = external_data\n",
"opts['init_traj'] = res_sim\n",
"opts['nominal_traj'] = res_sim\n",
"res = op.optimize(options=opts) # Solve estimation problem"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"変数 temp_1 と temp_2 の initial trajectory や nominal trajectory が見つからないという Warning が出ていますが、このような名前の変数は使用していません。詳細は不明です。この Warning は、オリジナルのデモ qt_par_est_casadi でも発生します。"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### 測定結果とパラメータ修正を行ったシミュレーション結果を比較する\n",
"\n",
"推定計算結果のパラメータを表示します。"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"a1: 0.0265770557815 cm^2\n",
"a2: 0.0271381846631 cm^2\n"
]
}
],
"source": [
"# Extract estimated values of parameters\n",
"a1_opt = res.initial(\"a1\")\n",
"a2_opt = res.initial(\"a2\")\n",
"# Print estimated parameter values\n",
"print('a1: ' + str(a1_opt*1e4) + ' cm^2')\n",
"print('a2: ' + str(a2_opt*1e4) + ' cm^2')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"推定計算の結果から、液位とポンプ電圧を抽出します。"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {
"scrolled": false
},
"outputs": [],
"source": [
"# Load state profiles\n",
"x1_opt = res[\"x1\"]\n",
"x2_opt = res[\"x2\"]\n",
"x3_opt = res[\"x3\"]\n",
"x4_opt = res[\"x4\"]\n",
"u1_opt = res[\"u1\"]\n",
"u2_opt = res[\"u2\"]\n",
"t_opt = res[\"time\"]"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"プロットして測定データと比較します。"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {},
"outputs": [
{
"data": {
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" 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",
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"\n",
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" 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",
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" '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n",
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"\tthis.context.oBackingStorePixelRatio ||\n",
"\tthis.context.backingStorePixelRatio || 1;\n",
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" fig.request_resize(ui.size.width, ui.size.height);\n",
" },\n",
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"\n",
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"\n",
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" rubberband.mouseup('button_release', mouse_event_fn);\n",
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" // canvas in synch.\n",
" canvas_div.css('width', width)\n",
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"\n",
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"\n",
"mpl.figure.prototype._init_toolbar = function() {\n",
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"\n",
" var nav_element = $('<div/>')\n",
" nav_element.attr('style', 'width: 100%');\n",
" this.root.append(nav_element);\n",
"\n",
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" return fig.toolbar_button_onclick(event['data']);\n",
" }\n",
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" var name = mpl.toolbar_items[toolbar_ind][0];\n",
" var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
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" // 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",
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" button.click(method_name, toolbar_event);\n",
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"\n",
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" function() { $(this).addClass(\"ui-state-hover\");},\n",
" function() { $(this).removeClass(\"ui-state-hover\");}\n",
" );\n",
"\n",
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" nav_element.append(status_bar);\n",
" this.message = status_bar[0];\n",
"}\n",
"\n",
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"}\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",
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" 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\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\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 overriden (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=\"640\">"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"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 t
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