{ "metadata": { "name": "", "signature": "sha256:4bad60dff664c6613ec120a0fb348a64def98d45ef0b22dbead600e3c3cb9e00" }, "nbformat": 3, "nbformat_minor": 0, "worksheets": [ { "cells": [ { "cell_type": "code", "collapsed": false, "input": [ "%pylab inline\n", "from uncertainties import ufloat" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "Populating the interactive namespace from numpy and matplotlib\n" ] } ], "prompt_number": 11 }, { "cell_type": "code", "collapsed": false, "input": [ "import tess" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 12 }, { "cell_type": "heading", "level": 3, "metadata": {}, "source": [ "A simple cubic lattice" ] }, { "cell_type": "code", "collapsed": false, "input": [ "nm = 8\n", "ptsr = [tuple(array((l,m,n))+.5) + ((l+m+n) % 2,)\n", " for l in range(nm) for m in range(nm) for n in range(nm)]\n", "ptsr = np.array(ptsr)\n", "pts = ptsr[:, :3]\n", "r = [.5 if r < 1 else .6 for r in ptsr[:, 3]]" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 4 }, { "cell_type": "code", "collapsed": false, "input": [ "cells1 = tess.Container(pts, nm, periodic=False)\n", "len(cells1)" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "pyout", "prompt_number": 7, "text": [ "512" ] } ], "prompt_number": 7 }, { "cell_type": "code", "collapsed": false, "input": [ "cells2 = tess.Container(pts, nm, radii=r, periodic=True)\n", "len(cells2)" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "pyout", "prompt_number": 8, "text": [ "512" ] } ], "prompt_number": 8 }, { "cell_type": "code", "collapsed": false, "input": [ "# a useful function for later\n", "def ufloatms(arr):\n", " \"Return a ufloat based on the mean and standard deviation of an array\"\n", " from uncertainties import ufloat\n", " import numpy as np\n", " mn, sd = np.mean(arr), np.std(arr)\n", " return ufloat(mn, sd)" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 15 }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Neighbors\n", "We have calculated all the cells and neighbors, so now lets go through and make some graphs\n", "\n", "First, how many neighbors does each cell have?" ] }, { "cell_type": "code", "collapsed": false, "input": [ "for cells in (cells1, cells2):\n", " alln = []\n", " for v in cells:\n", " alln.append(len(v.neighbors()))\n", "\n", " print(ufloatms(alln))\n", " for n in sorted(set(alln)):\n", " print('{:3d}:{:3d}'.format(n, alln.count(n)))" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "6.0+/-0\n", " 6:512\n", "12.0+/-6.0\n", " 6:256\n", " 18:256\n" ] } ], "prompt_number": 16 }, { "cell_type": "markdown", "metadata": {}, "source": [ "How much volume does each cell have?" ] }, { "cell_type": "code", "collapsed": false, "input": [ "for cells in (cells1, cells2):\n", " allVs = []\n", " for v in cells:\n", " allVs.append(v.volume())\n", "\n", " print(ufloatms(allVs))\n", " vlst = ['{:8.3g}'.format(V) for V in allVs]\n", " for n in sorted(set(vlst)):\n", " print('{:8s}:{:3d}'.format(n, vlst.count(n)))" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "1.00000000000000000+/-0.00000000000000026\n", " 1:512\n", "1.00+/-0.30\n", " 1.3:256\n", " 0.705:256\n" ] } ], "prompt_number": 17 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Plot the connections from a large cell (left) and from a small cell (right)" ] }, { "cell_type": "code", "collapsed": false, "input": [ "from mpl_toolkits.mplot3d import Axes3D\n", "\n", "for cells in (cells1, cells2):\n", " (fig, (ax1, ax2)) = plt.subplots(1,2,figsize=(10,4), subplot_kw=dict(projection='3d'))\n", "\n", " p1, p2 = array((1.5,1.5,1.5)), array((1.5,1.5,2.5))\n", " for v in cells:\n", " if np.allclose(p1, v.pos()):\n", " ax = ax1\n", " elif np.allclose(p2, v.pos()):\n", " ax = ax2\n", " else:\n", " continue\n", "\n", " x1,y1,z1 = v.pos()\n", " xyz2 = [cells[m].pos() for m in v.neighbors()]\n", "\n", " for x2,y2,z2 in sorted(xyz2):\n", " ls = 'k-'\n", " if z1 - z2 > z1*1e-3: ls = 'r-'\n", " elif z1 - z2 < -z1*1e-3: ls = 'b-'\n", " ax.plot([x1,x2], [y1,y2], [z1,z2], ls)" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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ic7R2cLamMbvF+5vL5aAoSl0eezchSRICgUDF1vteIJvNQlVV4zv5+9//jilT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\nwzCEBxxwgGMGwRqtTiaTRela1VBJSMiybKRAe1n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bv3h3BeI6CoUCFEVpuCb37bffxrZt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0yezHce3OqWXiAlmU0jEAhg6NChOHPmDF577TXcdttt7PdyK4fke+lYr4VkhyazAaCgoCDldesZ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\n+/MVXZxQlDUVXfX19VAqldDpdGjTpg3fjnT79m3ExsZCoVAgJydHUEJOF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sHR08QiENZ54pOb0UHavOjpUYQnafcByHcDicF+2l4fUEQbgNFr1le5tV9DYcDiMej/ti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\nAAAAAElFTkSuQmCC\n", "text": [ "" ] } ], "prompt_number": 18 }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Cell Properties" ] }, { "cell_type": "code", "collapsed": false, "input": [ "c, c2 = cells[:2]" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 19 }, { "cell_type": "markdown", "metadata": {}, "source": [ "The position of the particle around which the cell was built" ] }, { "cell_type": "code", "collapsed": false, "input": [ "c.pos(), c2.pos()" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "pyout", "prompt_number": 20, "text": [ "((0.5, 0.5, 0.5), (0.5, 0.5, 1.5))" ] } ], "prompt_number": 20 }, { "cell_type": "markdown", "metadata": {}, "source": [ "The \"centroid\" of the cell, in box coordinates. This is not the same as the \"particle position\" of the cell, which is the location of the original particle." ] }, { "cell_type": "code", "collapsed": false, "input": [ "np.around(c.centroid(), 5)" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "pyout", "prompt_number": 22, "text": [ "array([ 0.5, 0.5, 0.5])" ] } ], "prompt_number": 22 }, { "cell_type": "code", "collapsed": false, "input": [ "c.volume()" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "pyout", "prompt_number": 23, "text": [ "0.7049690000000003" ] } ], "prompt_number": 23 }, { "cell_type": "code", "collapsed": false, "input": [ "c.surface_area()" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "pyout", "prompt_number": 24, "text": [ "4.752600000000002" ] } ], "prompt_number": 24 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Number of faces in the cell - i.e., the number of polygonal surfaces" ] }, { "cell_type": "code", "collapsed": false, "input": [ "c.number_of_faces()" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "pyout", "prompt_number": 25, "text": [ "6.0" ] } ], "prompt_number": 25 }, { "cell_type": "code", "collapsed": false, "input": [ "c.max_radius_squared()" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "pyout", "prompt_number": 26, "text": [ "2.376300000000001" ] } ], "prompt_number": 26 }, { "cell_type": "code", "collapsed": false, "input": [ "c.total_edge_distance()" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "pyout", "prompt_number": 27, "text": [ "10.680000000000005" ] } ], "prompt_number": 27 }, { "cell_type": "code", "collapsed": false, "input": [ "c.face_areas()" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "pyout", "prompt_number": 28, "text": [ "[0.7921000000000002,\n", " 0.7921000000000002,\n", " 0.7921000000000002,\n", " 0.7921000000000002,\n", " 0.7921000000000002,\n", " 0.7921000000000002]" ] } ], "prompt_number": 28 }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Face Normals" ] }, { "cell_type": "code", "collapsed": false, "input": [ "np.around(c.normals(), 8)" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "pyout", "prompt_number": 30, "text": [ "array([[-0., -0., -1.],\n", " [ 1., -0., 0.],\n", " [ 0., -1., -0.],\n", " [-1., -0., -0.],\n", " [ 0., 1., -0.],\n", " [-0., 0., 1.]])" ] } ], "prompt_number": 30 }, { "cell_type": "markdown", "metadata": {}, "source": [ "For cell c2, it has some diagonal normals, so all coordinates should be $0, \\pm \\frac{1}{\\sqrt{2}}, \\pm 1$\n", "\n", "Let's test this: take the found coordinates, and then make a \"set\" of the rounded versions" ] }, { "cell_type": "code", "collapsed": false, "input": [ "expected_coords = [-1.0, -1/sqrt(2.), 0, 1/sqrt(2.0), 1.0]\n", "found_coords = sorted(set(np.around(np.array(c2.normals()).flatten(), 12)))\n", "np.allclose(found_coords, expected_coords)" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "pyout", "prompt_number": 31, "text": [ "True" ] } ], "prompt_number": 31 }, { "cell_type": "heading", "level": 3, "metadata": {}, "source": [ "Order" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can get Q6 for our packing:" ] }, { "cell_type": "code", "collapsed": false, "input": [ "cells.order(l=6, local=False, weighted=True)" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "pyout", "prompt_number": 32, "text": [ "0.2082724988659726" ] } ], "prompt_number": 32 } ], "metadata": {} } ] }