{ "metadata": { "name": "" }, "nbformat": 3, "nbformat_minor": 0, "worksheets": [ { "cells": [ { "cell_type": "raw", "metadata": {}, "source": [ "Content under a Creative Commons Attribution license, CC-BY 4.0; code under MIT license. (c)2014 Lorena A. Barba, Olivier Mesnard. Thanks: NSF for support via CAREER award #1149784." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "[@LorenaABarba](https://twitter.com/LorenaABarba)" ] }, { "cell_type": "heading", "level": 5, "metadata": {}, "source": [ "Version 0.3 -- March 2014" ] }, { "cell_type": "heading", "level": 1, "metadata": {}, "source": [ "Method of images" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In the previous _AeroPython_ lessons, you've seen how the fundamental solutions of potential flow can be combined to produce stream-line patterns that represent flow around objects\u2014e.g., a [Rankine oval](http://nbviewer.ipython.org/github/barbagroup/AeroPython/blob/master/lessons/02_Lesson02_sourceSinkFreestream.ipynb) and a [circular cylinder](http://nbviewer.ipython.org/github/barbagroup/AeroPython/blob/master/lessons/03_Lesson03_doublet.ipynb).\n", "\n", "You may ask now: can we get flow around a straight wall? Yes, we can!\n", "\n", "The method of images is simply this: put a singularity near a \"wall\" by adding an \"image\" singularity on the other side of the wall.\n", "Sometimes, this is also referrered to as *aerodynamic interferences*. \n", "\n", "In addition to that, this notebook also gives us the opportunity to introduce the notion of **classes** in Python. This is a very useful way to organize your code, that becomes crucial as programs get more complex." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As usual, we will start by importing the libraries and creating the computational grid. Let's get that out of the way." ] }, { "cell_type": "code", "collapsed": false, "input": [ "from math import *\n", "import numpy as np\n", "import matplotlib.pyplot as plt" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 1 }, { "cell_type": "code", "collapsed": false, "input": [ "N = 50 # Number of points in each direction\n", "x_start, x_end = -2.0, 2.0 # x-direction boundaries\n", "y_start, y_end = -1.0, 1.0 # y-direction boundaries\n", "x = np.linspace(x_start, x_end, N) # computes a 1D-array for x\n", "y = np.linspace(y_start, y_end, N) # computes a 1D-array for y\n", "X, Y = np.meshgrid(x, y) # generates a mesh grid" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 2 }, { "cell_type": "heading", "level": 2, "metadata": {}, "source": [ "Source near a plane wall" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If a source is located near a wall, the flow pattern will be distorted by the wall. Imagine a source located at $y=y_\\text{source}$ next to a wall at $y=0$. The boundary condition at the wall requires the flow to be tangent there\u2014for a horizontal wall, $v=0$. The effect of the wall on the source flow is identical to placing another source (an image) of equal strength, located at $y=-y_\\text{source}$." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Ok, now it is time to play smart and avoid repeating code that is wasting our precious time! In a previous notebook, we already introduced the notion of function in Python, and now we are going to move forward with the creation of **classes**.\n", "\n", "A class is a bundle of data (parameters and variables) and \"methods\" or functions that work with this data. It's a very tidy way of organizing code. As we create longer and more complex codes, this helps us manage complexity. The code becomes easier to maintain, modify and extend.\n", "\n", "We will define a class called `Source` that will contain information related to a source. A singularity such as a source is defined by its strength and its location in the domain. Therefore, our class `Source` will have three `attributes` defining it:\n", "\n", "* `strength`: the strength of the source.\n", "* `x`: the location of the source on the $x$-axis.\n", "* `y`: the location of the source on the $y$-axis.\n", "\n", "What would we like to do after the definition of our source? We want to compute the velocity field, as well as the stream function. So, in our class `Source`, we have to implement two methods (functions included in a class): one to compute the velocity (a function called `velocity`) and the other one to calculate the stream function (a function called `stream_function`).\n", "\n", "Let's have a detailed look of the methods:\n", "\n", "* method `velocity`: is a function used to calculate the velocity on the mesh (`X`,`Y`) due to a source. Therefore, our method will have two arguments, `X` and `Y`, and generate two new attributes of our source: `u` and `v`, the velocity components of the source.\n", "* method `stream_function`: is a function used to calculate the stream function on the mesh (`X`,`Y`) due to a source. Therefore, our method will have two arguments, `X` and `Y`, and generate one new attribute of our source: `psi`, the stream function of the source.\n", "\n", "In addition to these two, every class needs to have a *constructor*, which is simply a fancy word for initializing the data. It is a function that is always called `__init__`:" ] }, { "cell_type": "code", "collapsed": false, "input": [ "class Source:\n", " \"\"\"Contains information related to a source (or sink).\"\"\"\n", " def __init__(self, strength, x, y):\n", " \"\"\"Initializes the singularity.\n", " \n", " Arguments\n", " ---------\n", " strength -- strength of the singularity.\n", " x, y -- coordinates of the singularity.\n", " \"\"\"\n", " self.strength = strength\n", " self.x, self.y = x, y\n", " \n", " def velocity(self, X, Y):\n", " \"\"\"Computes the velocity field generated by the singularity.\n", " \n", " Arguments\n", " ---------\n", " X, Y -- mesh grid.\n", " \"\"\"\n", " self.u = self.strength/(2*pi)*(X-self.x)/((X-self.x)**2+(Y-self.y)**2)\n", " self.v = self.strength/(2*pi)*(Y-self.y)/((X-self.x)**2+(Y-self.y)**2)\n", " \n", " def stream_function(self, X, Y):\n", " \"\"\"Computes the stream-function generated by the singularity.\n", " \n", " Arguments\n", " ---------\n", " X, Y -- mesh grid.\n", " \"\"\"\n", " self.psi = self.strength/(2*pi)*np.arctan2((Y-self.y), (X-self.x))" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 3 }, { "cell_type": "markdown", "metadata": {}, "source": [ "What's this `self` business? When we call the class `Source`, it will look like a function call. For example: `source = Source(1, 0, 0)`, to create a source of strength 1 located at the origin. Python automatically calls the *constructor* function with the parameters `(self, 1, 0, 0)`, i.e., Python adds `self` to the list of parameters, to mean \"the source that needs to be created now with the parameters that follow.\"\n", "\n", "Once we've created a `source`, we can call its two methods to compute the velocity field and the stream function on the mesh (`X`,`Y`). Like when using libraries, we'll indicate the method of a class by using the dot notation (as shown below).\n", "\n", "The Cartesian velocity components are given by:\n", "\n", "$$u = \\frac{\\sigma}{2\\pi}\\frac{x-x_\\text{source}}{\\left(x-x_\\text{source}\\right)^2+\\left(y-y_\\text{source}\\right)^2}$$\n", "\n", "$$v = \\frac{\\sigma}{2\\pi}\\frac{y-y_\\text{source}}{\\left(x-x_\\text{source}\\right)^2+\\left(y-y_\\text{source}\\right)^2}$$\n", "\n", "and the stream function is defined by:\n", "\n", "$$\\psi = \\frac{\\sigma}{2\\pi}\\arctan\\left(\\frac{y-y_\\text{source}}{x-x_\\text{source}}\\right)$$\n", "\n", "Now, let's see how this works." ] }, { "cell_type": "code", "collapsed": false, "input": [ "strength_source = 1.0 # strength of the source \n", "x_source, y_source = 0.0, 0.5 # location of the source\n", "\n", "# creates a source (object of class Source) \n", "source = Source(strength_source, x_source, y_source)\n", "\n", "# computes the velocity field and the stream-function on the mesh grid\n", "source.velocity(X, Y)\n", "source.stream_function(X, Y)" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 4 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Notice the dot notation? With the dot, we are saying: \"take the `velocity` function of the object `source` that we just created, and execute it.\" You see, the velocity function is associated to the data of the particular source, because it is part of a class.\n", "\n", "The image of the source will also be created using the class `Source`, with the same strength but different location. You probably start to see the efficiency of having created a class." ] }, { "cell_type": "code", "collapsed": false, "input": [ "# creates the image of the source and computes velocity and stream-function\n", "source_image = Source(strength_source, x_source, -y_source)\n", "source_image.velocity(X, Y)\n", "source_image.stream_function(X, Y)" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 5 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Using superposition, we can compute the streamlines of a source in the vicinity of a wall. The superimposition of the two sources leads to the following velocity field:\n", "\n", "$$u = \\frac{\\sigma}{2\\pi} \\left( \\frac{x-x_\\text{source}}{\\left(x-x_\\text{source}\\right)^2+\\left(y-y_\\text{source}\\right)^2} + \\frac{x-x_\\text{source}}{\\left(x-x_\\text{source}\\right)^2+\\left(y+y_\\text{source}\\right)^2} \\right)$$\n", "\n", "$$v = \\frac{\\sigma}{2\\pi} \\left( \\frac{y-y_\\text{source}}{\\left(x-x_\\text{source}\\right)^2+\\left(y-y_\\text{source}\\right)^2} + \\frac{y+y_\\text{source}}{\\left(x-x_\\text{source}\\right)^2+\\left(y+y_\\text{source}\\right)^2} \\right)$$\n", "\n", "and the following stream function:\n", "\n", "$$\\psi = \\frac{\\sigma}{2\\pi} \\left( \\arctan\\left(\\frac{y-y_\\text{source}}{x-x_\\text{source}}\\right) + \\arctan\\left(\\frac{y+y_\\text{source}}{x-x_\\text{source}}\\right) \\right)$$" ] }, { "cell_type": "code", "collapsed": false, "input": [ "# superposition of the source and its image\n", "u = source.u + source_image.u\n", "v = source.v + source_image.v\n", "psi = source.psi + source_image.psi\n", "\n", "# plots the streamlines\n", "%matplotlib inline\n", "\n", "size = 10\n", "plt.figure(figsize=(size, (y_end-y_start)/(x_end-x_start)*size))\n", "plt.xlabel('x', fontsize=16)\n", "plt.ylabel('y', fontsize=16)\n", "plt.xlim(x_start, x_end)\n", "plt.ylim(y_start, y_end)\n", "plt.streamplot(X, Y, u, v, density=2, linewidth=1, arrowsize=1, arrowstyle='->')\n", "plt.scatter(source.x, source.y, color='#CD2305', s=80, marker='o')\n", "plt.scatter(source_image.x, source_image.y, color='#CD2305', s=80, marker='D')\n", "plt.axhline(0., color='k', linestyle='--', linewidth=4);" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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MDaXpwZUSeP069+tpZMmOHRCG2rXlx1LcuYOaGBWFiilbdPvZZ47RKbLdcr//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gPAffFFKEX33Yfn9ec/O1YYtieKjETSQWSk7c9cvgzBUlDQPSj8gw/wW26+2fHvLCwEoPvsMwBq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"text": [ "" ] } ], "prompt_number": 6 }, { "cell_type": "heading", "level": 2, "metadata": {}, "source": [ "Vortex near a plane wall" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In a similar manner, we write another class called `Vortex`, requiring as data its strength and location. The class will have two methods: one to compute the velocity of the vortex and the other one to calculate the stream-function.\n", "\n", "But we also always need a *constructor*, a function called `__init__`, to initialize the data of a vortex:" ] }, { "cell_type": "code", "collapsed": false, "input": [ "class Vortex:\n", " \"\"\"Contains information related to a vortex.\"\"\"\n", " def __init__(self, strength, x, y):\n", " \"\"\"Initializes the vortex.\n", " \n", " Arguments\n", " ---------\n", " strength -- strength of the vortex.\n", " x, y -- coordinates of the vortex.\n", " \"\"\"\n", " self.strength = strength\n", " self.x, self.y = x, y\n", " \n", " def velocity(self, X, Y):\n", " \"\"\"Computes the velocity field generated by a vortex.\n", " \n", " Arguments\n", " ---------\n", " X, Y -- mesh grid.\n", " \"\"\"\n", " self.u = +self.strength/(2*pi)*(Y-self.y)/((X-self.x)**2+(Y-self.y)**2)\n", " self.v = -self.strength/(2*pi)*(X-self.x)/((X-self.x)**2+(Y-self.y)**2)\n", " \n", " def stream_function(self, X, Y):\n", " \"\"\"Computes the stream-function generated by a vortex.\n", " \n", " Arguments\n", " ---------\n", " X, Y -- mesh grid.\n", " \"\"\"\n", " self.psi = -self.strength/(4*pi)*np.log((X-self.x)**2+(Y-self.y)**2)" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 7 }, { "cell_type": "markdown", "metadata": {}, "source": [ "It is now very quick to create two object of type `Vortex` for a new vortex and its image." ] }, { "cell_type": "code", "collapsed": false, "input": [ "strength_vortex = 1.0 # strength of the vortex\n", "x_vortex, y_vortex = 0.0, 0.5 # location of the vortex\n", "\n", "# creates a vortex and computes velocity and stream-function\n", "vortex = Vortex(strength_vortex, x_vortex, y_vortex)\n", "vortex.velocity(X, Y)\n", "vortex.stream_function(X, Y)\n", "\n", "# creates the image of the vortex and computes velocity and stream-function\n", "vortex_image = Vortex(-strength_vortex, x_vortex, -y_vortex)\n", "vortex_image.velocity(X, Y)\n", "vortex_image.stream_function(X, Y)" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 8 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Applying the principle of superposition, we are able to get the streamlines representing a vortex near a wall." ] }, { "cell_type": "code", "collapsed": false, "input": [ "# superposition of the vortex and its image\n", "u = vortex.u + vortex_image.u\n", "v = vortex.v + vortex_image.v\n", "psi = vortex.psi + vortex_image.psi\n", "\n", "# plots the streamlines\n", "size = 10\n", "plt.figure(figsize=(size, (y_end-y_start)/(x_end-x_start)*size))\n", "plt.xlabel('x', fontsize=16)\n", "plt.ylabel('y', fontsize=16)\n", "plt.xlim(x_start, x_end)\n", "plt.ylim(y_start, y_end)\n", "plt.streamplot(X, Y, u, v, density=2, linewidth=1, arrowsize=1, arrowstyle='->')\n", "plt.scatter(vortex.x, vortex.y, color='#CD2305', s=80, marker='o')\n", "plt.scatter(vortex_image.x, vortex_image.y, color='#CD2305', s=80, marker='D')\n", "plt.axhline(0., color='k', linestyle='--', linewidth=4);" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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7Wq/x9u3YE2ZFEJoGuoLdcZwuF+7Tpo16FHbXLkQFeVQrIpyf6tWh6/VnVjXJ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A5jYoyfdeouNpvWxfznn439rdUKQzRiBInFRvP37HbmdMQI7uOxx6hcvNCtIbxJVRWM8owZ7D2z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\n", "text": [ "" ] } ], "prompt_number": 9 }, { "cell_type": "heading", "level": 2, "metadata": {}, "source": [ "Motion of a vortex pair near the ground" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We're having too much fun. Let's get more singularities near a wall. Two vortices will make you dizzy ..." ] }, { "cell_type": "code", "collapsed": false, "input": [ "strength_vortex = 1.0 # absolute value of each vortex strength\n", "x_vortex1, y_vortex1 = -0.1, 0.5 # location of the first vortex\n", "x_vortex2, y_vortex2 = +0.1, 0.5 # location of the second vortex\n", "\n", "# creates two vortices at different locations\n", "vortex1 = Vortex(+strength_vortex, x_vortex1, y_vortex1)\n", "vortex2 = Vortex(-strength_vortex, x_vortex2, y_vortex2)\n", "\n", "# computes the velocity and stream-function for each vortex\n", "vortex1.velocity(X, Y)\n", "vortex1.stream_function(X, Y)\n", "vortex2.velocity(X, Y)\n", "vortex2.stream_function(X, Y)\n", "\n", "# creates an image for each vortex\n", "vortex1_image = Vortex(-strength_vortex, x_vortex1, -y_vortex1)\n", "vortex2_image = Vortex(+strength_vortex, x_vortex2, -y_vortex2)\n", "\n", "# computes the velcoity and stream-function of each image\n", "vortex1_image.velocity(X, Y)\n", "vortex1_image.stream_function(X, Y)\n", "vortex2_image.velocity(X, Y)\n", "vortex2_image.stream_function(X, Y)" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 10 }, { "cell_type": "code", "collapsed": false, "input": [ "# superposition of the vortex pair and its image\n", "u = vortex1.u + vortex2.u + vortex1_image.u + vortex2_image.u\n", "v = vortex1.v + vortex2.v + vortex1_image.v + vortex2_image.v\n", "psi = vortex1.psi + vortex2.psi + vortex1_image.psi + vortex2_image.psi\n", "\n", "# plot the streamlines\n", "size = 10\n", "plt.figure(figsize=(size, (y_end-y_start)/(x_end-x_start)*size))\n", "plt.xlabel('x', fontsize=16)\n", "plt.ylabel('y', fontsize=16)\n", "plt.xlim(x_start, x_end)\n", "plt.ylim(y_start, y_end)\n", "plt.streamplot(X, Y, u, v, density=2, linewidth=1, arrowsize=1, arrowstyle='->')\n", "plt.scatter(vortex1.x, vortex1.y, color='#CD2305', s=80, marker='o')\n", "plt.scatter(vortex2.x, vortex2.y, color='g', s=80, marker='o')\n", "plt.scatter(vortex1_image.x, vortex1_image.y, color='#CD2305', s=80, marker='D')\n", "plt.scatter(vortex2_image.x, vortex2_image.y, color='g', s=80, marker='D')\n", "plt.axhline(0., color='k', linestyle='--', linewidth=4);" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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TGBs3TjxGhrt3GcuXj7GUFHPHCQxkzMODsbAw48ewWhn75BPGPvtM+x7ZEx/P2OHDjL37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IP6ORopKWzGmjWND+fixSjJCRPkNuzRo1ikffuGJiy5eDEk+o47ONhjxgTOX4yNxZoeNcp8vbXw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\nPXq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XNm6cemh8yhR4X6p6V7t2IUXlSVeJZ89gdKnIoCxeLE8HhoXB6LATnTBbIckiPIMH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"text": [ "" ] } ], "prompt_number": 11 }, { "cell_type": "heading", "level": 2, "metadata": {}, "source": [ "Doublet near a plane wall parallel to a uniform flow" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Last one ... a doublet next to a wall. We need a new class, this time named `Doublet`. Same as before!" ] }, { "cell_type": "code", "collapsed": false, "input": [ "u_inf = 1.0 # free-stream speed\n", "\n", "# calculates the velocity and stream-function of the free-stream flow\n", "u_freestream = u_inf * np.ones((N, N), dtype=float)\n", "v_freestream = np.zeros((N, N), dtype=float)\n", "psi_freestream = u_inf * Y" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 12 }, { "cell_type": "code", "collapsed": false, "input": [ "class Doublet:\n", " \"\"\"Contains information related to a doublet.\"\"\"\n", " def __init__(self, strength, x, y):\n", " \"\"\"Initializes the doublet.\n", " \n", " Arguments\n", " ---------\n", " strength -- strength of the doublet.\n", " x, y -- coordinates of the doublet.\n", " \"\"\"\n", " self.strength = strength\n", " self.x, self.y = x, y\n", " \n", " def velocity(self, X, Y):\n", " \"\"\"Computes the velocity field generated by a doublet.\n", " \n", " Arguments\n", " ---------\n", " X, Y -- mesh grid.\n", " \"\"\"\n", " self.u = -self.strength/(2*pi)*\\\n", " ((X-self.x)**2-(Y-self.y)**2)/((X-self.x)**2+(Y-self.y)**2)**2\n", " self.v = -self.strength/(2*pi)*\\\n", " 2*(X-self.x)*(Y-self.y)/((X-self.x)**2+(Y-self.y)**2)**2\n", " \n", " def stream_function(self, X, Y):\n", " \"\"\"Computes the stream-function generated by a doublet.\n", " \n", " Arguments\n", " ---------\n", " X, Y -- mesh grid.\n", " \"\"\"\n", " self.psi = -self.strength/(2*pi)*(Y-self.y)/((X-self.x)**2+(Y-self.y)**2)" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 13 }, { "cell_type": "code", "collapsed": false, "input": [ "strength_doublet = 1.0 # strength of the doublet\n", "x_doublet, y_doublet = 0.0, 0.3 # location of the doublet\n", "\n", "# creates a doublet (object of class Doublet)\n", "doublet = Doublet(strength_doublet, x_doublet, y_doublet)\n", "\n", "# computes the velocity and stream-function of the doublet on the mesh\n", "doublet.velocity(X, Y)\n", "doublet.stream_function(X, Y)\n", "\n", "# creates the image of the doublet\n", "doublet_image = Doublet(strength_doublet, x_doublet, -y_doublet)\n", "\n", "# computes the velocity and stream-function of the image on the mesh\n", "doublet_image.velocity(X, Y)\n", "doublet_image.stream_function(X, Y)" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 14 }, { "cell_type": "code", "collapsed": false, "input": [ "# superposition of the doublet and its image to the uniform flow\n", "u = u_freestream + doublet.u + doublet_image.u\n", "v = v_freestream + doublet.v + doublet_image.v\n", "psi = psi_freestream + doublet.psi + doublet_image.psi\n", "\n", "# plots the streamlines\n", "size = 10\n", "plt.figure(figsize=(size, (y_end-y_start)/(x_end-x_start)*size))\n", "plt.xlabel('x', fontsize=16)\n", "plt.ylabel('y', fontsize=16)\n", "plt.xlim(x_start, x_end)\n", "plt.ylim(y_start, y_end)\n", "plt.streamplot(X, Y, u, v, density=2, linewidth=1, arrowsize=1, arrowstyle='->')\n", "plt.scatter(doublet.x, doublet.y, color='r', s=80, marker='o')\n", "plt.scatter(doublet_image.x, doublet_image.y, color='r', s=80, marker='D')\n", "plt.axhline(0., color='k', linestyle='--', linewidth=4);" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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XLmDc3ncfNt2eKvnS2MgJGnmyg6j19Tz2TSRu6uth52nODx2Kv7OV5NCtG9Yx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\nH0ihQSN9a8xaLS7m70+dUhZEWRmo35xaHR0NIJGEBmMmT9euDQOFRx/FOv7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"text": [ "" ] } ], "prompt_number": 15 }, { "cell_type": "markdown", "metadata": {}, "source": [ "---" ] }, { "cell_type": "raw", "metadata": {}, "source": [ "Please ignore the cell below. It just loads our style for the notebook." ] }, { "cell_type": "code", "collapsed": false, "input": [ "from IPython.core.display import HTML\n", "def css_styling():\n", " styles = open('../styles/custom.css', 'r').read()\n", " return HTML(styles)\n", "css_styling()" ], "language": "python", "metadata": {}, "outputs": [ { "html": [ "\n", "\n", "\n", "\n", "\n" ], "metadata": {}, "output_type": "pyout", "prompt_number": 16, "text": [ "" ] } ], "prompt_number": 16 } ], "metadata": {} } ] }