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@Carreau
Created April 26, 2014 08:56
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%%fortran magic + @interact
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{
"metadata": {
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"signature": "sha256:df64dfc98ef053d835ac757233e7f1ca5c9aca456a088078eb4278ff18b82788"
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"nbformat": 3,
"nbformat_minor": 0,
"worksheets": [
{
"cells": [
{
"cell_type": "heading",
"level": 1,
"metadata": {},
"source": [
"Interactive Fortran"
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"from numpy import arange\n",
"from matplotlib.pyplot import plot\n",
"from IPython.html.widgets import interact\n",
"%matplotlib inline"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 1
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"%load_ext fortranmagic"
],
"language": "python",
"metadata": {},
"outputs": [
{
"javascript": [
"$.getScript(\"https://raw.github.com/marijnh/CodeMirror/master/mode/fortran/fortran.js\", function () {\n",
"IPython.config.cell_magic_highlight['magic_fortran'] = {'reg':[/^%%fortran/]};});\n"
],
"metadata": {},
"output_type": "display_data"
}
],
"prompt_number": 2
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"%%fortran\n",
"subroutine f1(x, z)\n",
" real, intent(in) :: x\n",
" real, intent(out) :: z\n",
"\n",
" z = sin(x)\n",
"\n",
"end subroutine f1"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 3
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"@interact\n",
"def ifort(w=5):\n",
" xx = arange(0,10,0.1)\n",
" yy = [f1(w*x) for x in xx]\n",
" plot(xx,yy)"
],
"language": "python",
"metadata": {},
"outputs": [
{
"metadata": {},
"output_type": "display_data",
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8c3V1NVpbW9O+5tixY3E+NhDZfvtsg5OypT6zfRC15XuXMYiK3I0LmBHvxEqr\nEgGXCbBRM6p+71u3bt3lfzc0NKChoSFq0azpVLbc5ssq55w5Yq9p0yA6yh/FxpZB1KY7PBP7UWNj\nIxobGyO/P5boV1VVoaWl5fLPLS0tqK6uTvmaY8eOoaqqyvN6yaIfF1scny23+TY5vpMnxV6zsxOY\nNUvsNUtLgQ8+EHvNbM70bTFPIvrRaEP85JNPhnp/rHhn8eLFOHToEJqbm9HX14fNmzdj1apVI16z\natUqvPDCCwCAXbt2oaysDJWVlXE+NhDZvsQwW+9IbBqcbBnss/V7t6U+wxLL6efm5uKZZ57BsmXL\nMDg4iIceeghz587Fpk2bAABr167FihUrsG3bNtTW1qKwsBA/+MEPhBQ8Hdm8xFBWOY8cEXtNmwZR\nW5ypDfXZ1QWI9n22mBITVu/EXoG6fPlyLF++fMTv1q5dO+LnZ555Ju7HhEZ0Y2VMnoM+eFDsNW1p\nrLYMotk8QSpLTK++Wuw1ZTl9nyQ6MgUFtD/n4kWxx2WEISN35ALi1+lfuADk5dH5LiKx6bY0W+My\nm8Q0W793GedDyahPQL/bz1jRF935ZTRUQHw5+bEOEyeKuyZgj5hms9OXUc6iIjI8Io+BlvG9jxsn\n/nwoWaKve61+Rou+yIqV0VABeYOTyEO3APHuRMaJkIA9g5OM86FklFPGUSEyDZToctrQ58OSsaIv\nWqRkNlSRR9fa4k74QVayBidRYjo0JPbpXpz8fDrTReT5ULaIlCwDJaPP21DOsGSs6NvSUGW4E9G7\nCAHxDVVWfYo+U1/0072SEVmnAwM0gBQVibleMjYZKFucvot3JGDTLalIpy/yGanJTJhArpc/fzcu\nsuoTEFunsgYnQGznl/GgF47IcjLmnL6LdyRhi9MvLiYhFfXwaVkNVXS2K1NMJ00S993Lqk9AbBuV\nPTiJKic3DTKWK4ocnGScpc9x8Y4kioqyU0xlxTuA2E5li5jKvCMR2fltqU9bBicZZ+lzXLwjiURC\n7MOnbYkjZMU7gHiRklmftoiUG0TFkY2DaBQyVvQBezq/TXGEDfFOtoqUDeV0g6iLd6QiOjaxwZnK\njHdsESnR9WmDSDkxtat9unhHErY4fVviHZtEStT33tFhzyBqQ33KmhwF7BmcXLwjEVtu822Jd7JR\npGSKfjaKlOxy2rBU18U7ErFliaHIxmrT6h1b4h1bnL4t9WlLOW24Y45CRou+LY1VpNO3ZfWOTfGO\nDZ3fFmfyfdOLAAAcC0lEQVQqe0GESPNkQ31GwYl+QGwRKVscii2Oz2X69pgnW/pRURHQ2yv25NIw\nZLToi4p3ZJ5rAoiLd/iDXmzo/LYMojZl+jZMkKr43kUctiezH+Xk0Hclag9R6M/X87FqENX5+SmL\nMs41AcTFOxcuUIOS9USebM2gs93pl5TQDlURDyiR+b3n5dEZUSLO1JdZn4DeiCejRV9UxcpsqIA4\nkZLdUEU5vsFBEhHRxxVzXKYvlpwcussV4UzPngXKy+Nfxw9Rub4tfSkKGS36oipWZocCxMU7Ml0p\nIG4Q7e6mg+ZyJLU+HuvFvc0fGKDstbhYTLlGIzLbVSFSIr57mXEZYJfoO6cvAZEOWqbTFxXv2OJO\nZNdnXh5FXD098a7DyylrcMrJobuduN+9rAe9JCNqwHeiT7h4RxKiJnJVOf24zlRmFAGIe/i07PoE\nxAz4sjs+QFFHXJHq6QEKC+k5sbIQMeAz5kSf4+IdSdji9AsKqMPGfXSe7Hhn3DgSl7gTZbLrExAT\nmckWKECMSKkYnET0Jb7QYMIEMWXyQkR98ge92DCPF4WMFv2SEjHZrnOmw4i4LbWlPlWIvginb4vo\nnz1rxyDa00NGLC9PTJm8cPGOJPgSLhHZropOJcKZqihn3NtSW0RKldM/ezbeNVTdOdlSn7YMoi7e\nkYQoBy27U4mYzJUd7wBiHIpN9WlDpq/izknE9+5EfxgX70jEFpES4fRtcSgu3hlGlNO34Xvv6JC7\nRh+wR/RdvCMRUY118mQx5fFDlEjZEEO5OGIYl+mLxZa5MRfvSETEiCp7FyFgT7xjSxwhqvPb4vTd\nIEo4p5+ejBd9ESOqCtG3Jd4pL7cnjrDhzimbBlGbRN+GQTQqWSH62eL0VYlUe3u8a9jSqVymP4yo\niVyX6RMu3pFI3MbKmF1ZpIp4J65IOWc6jMv0xcLNU5y9OSrqU9QeoihkvOjHHVFV7CIE4sc7Ks5f\nAWhCO1syaBWd36ZMX8SCCNmiP3487c85fz76NVSYEn4+VJxyRiUrRD9O51cR7QDx453ubmDiRCA3\nV1yZvMi2TN8Gp69qnX5cZ6qiPoH4EY+K9gnoy/WzQvTjNABVoh+3nCqiHSC+6A8NUVlVTIzH6VBD\nQ2rEdOJEOlr54sXo11AhUrm58Xe3q8j0AXtEX9cKnowX/bgipVL04zQAVQ01bn12ddGhbbLvSLgz\njXoiqKo7p0QivttXEe8A8duoc/oj0TWZm/GiP3lyvNUmtsQ7KlbuAPQZ587R06+ioKo+c3NJtKM6\nU1UdH4gnUipOhOTEcaYqjlXm2CT6caPSKDjRT4MqkeIPSo7qTFXFO+PG0ZOkojqU9nb5u5s5cZyp\nKoEC4k3mXrhAA1x+vtgyeRHHmfb00CTr+PFiy+SFLaIfV5ui4kQ/De3takR/3Lh4zyFV6UzjrNV3\noj+WOPGOyu89bn2q6EdAvPkxxtTFZVOmONGXQmEhRRFRH1CiyukD8TuVStGP6kyd6I8ljtNXJVCA\nXfUZVfTPn6e7JhV3JM7pSyKRiFe5qkU/juNT1anirNVXLfo2OOg4Tl/lYB9H9FVszOLEmR9T+b07\n0ZeILaJvS2ON4/RtunOywem3twNTp4otjx9xJnJtcfpO9DMEW0Q/jjN18c5YbBH9OE7/zBl76lOl\neXKi748T/TTY4kxVxjvZIPqql2xGrc8zZ2hCUAVxvnfn9McyeTJ9f6rJGtG3IY7IhnhHpejHqU9b\nnH57uzrRnzIlukipzvRtEX3n9CURZ4mhi3fGElf0bbhzsiXTVxnvxBF95/THwkVf9UmbWSH6UUfU\nixeB/n5a9qmCuE5fpTN16/TFETfTV+X0p06NJ/qqM/0oYqpyCeyECbSxTvVJm5FF/+zZs1i6dCmu\nuuoq3H777ej06V0zZ87E9ddfj4ULF+JTn/pU5ILGIaro84aaSIgvkxe2LDGMG5fZIPou0x+LLU6/\noICOQ4+yN0elKQH0RDyRRX/Dhg1YunQpDh48iFtvvRUbNmzwfF0ikUBjYyP27duH3bt3Ry5oHKJW\nrMpoB4guUv391MCLisSXyYuo8U5fH5VT9pn/HFucfpwHf6jM9MvK6CC6/v7w71WZ6QPRI57Tp9XV\nJ2CZ6G/duhWrV68GAKxevRqvvvqq72uZjsfDJGGL6EeNd/gRwKruSKKKPq9P0++cVB4OBtDuz/z8\naIfDqcz0c3Ki35WorE8gnuir2vcA6FnBE1n029raUFlZCQCorKxEW1ub5+sSiQRuu+02LF68GN/7\n3veiflwsbBH9qCKlMooAhgensIfDqZzEBcixnT4d/n38aWkFBeLL5EeUgXRwUO1cDhA94lGZ6QPR\n+9KZM+pFX7XTT3la+NKlS3Hy5Mkxv/+nf/qnET8nEgkkfOzbr3/9a0yfPh2nT5/G0qVLUV9fjyVL\nlni+dt26dZf/3dDQgIaGhjTFD4ZNoh/F6atcuQPQ5FNhIR0OF+ZzVeelxcUkjL29dMxyUFQPosCw\nM73yyuDv6eigSUfZZ/4nE0X0VT2QJhmbnH5YbWpsbERjY2Pkz0zZXN544w3fv1VWVuLkyZOYNm0a\nTpw4gYqKCs/XTZ8+HQAwdepUfOELX8Du3bsDib5IysuHnWlOiHsbW+Id1W4PGHamYTqyyklcgGKk\nqVOpI4cVU131GQaVeT4niuireiBNMlFEnzH1oh/lpM3RhvjJJ58M9f7I8c6qVavw/PPPAwCef/55\n3HnnnWNe09vbi+7ubgDA+fPn8Ytf/ALXXXdd1I+MTG4uTXKGFVTVol9YSJOdfX3h3qfDmUYVKZWi\nDwAVFcCpU+Heo0P0o4iUyjyfE2XZpupJXCCagTp/noyCqiXagGUTuV//+tfxxhtv4KqrrsLOnTvx\n9a9/HQBw/PhxrFy5EgBw8uRJLFmyBAsWLMANN9yAz33uc7j99tvFlDwkUZYZqhb9RCJaxKM63gGi\nrdXXIfrc6YfBlkFU5XJNTpR5ElsGUdUuHzAw009FeXk5duzYMeb3M2bMwH//938DAGbPno133303\neukEwiu3tjb4e1SLPjA8AeWTlnmieoIUiDaI6ihnFNG3RaR0if7HH4d7j+pJXIDqs6kp3Ht0ib41\nq3dsI8qIqjqDBqJlpm1twP8vpFKGi3fEEmUppI76jNI+bRlEs8XpO9FPgQ6nX1lJIh4GW0RfxyBq\ni9OPchSDLqdvS6YfRfRV16cTfYnYIvoVFeFF/9QpO0TfFqeva8mmLZl+pjp91Wv0ASf6Uoky8WiT\n0w8zByACW0TfOX2xRK1PHZm+DfFOaSltBgy7Yi8OWSP6YUfU/n7a1KPqnBhOFNG3yem7iVxvXKYv\nFltEP5GId1R5FJzo+8Bv8VWdE8MJK/oDA9S4VTu+sA2VMXviHR2Dky1Ov7BweJdzUHRk+lGOYdAh\n+oD6FTxO9H3QEe0A4UX/zBnqUOPGySuTF2Hr8/x5IC9P7Xk2QDSnf+IE8P8byZVhy5LNRCL8LlId\nTn/iRBqcLl4M/h6doq8y13ei74NO0Q/jTHVEO0B4p6/D5QO0E3toKPiDKhgDTp5UL/qlpXTK5uBg\nsNcPDtJ5NqrFFAgf8ejI9KP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"text": [
"<matplotlib.figure.Figure at 0x108a31890>"
]
}
],
"prompt_number": 4
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"from IPython.display import Image\n",
"Image('/Users/bussonniermatthias/Desktop/ifort.png')"
],
"language": "python",
"metadata": {},
"outputs": [
{
"metadata": {},
"output_type": "pyout",
"png": 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WyePK0U+M3vvoIBKHifivXREXYVu/EPFeO7rWAnGuzRheaCHsqHdqo089axmK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\nGxiGLePhX6ECrERm47d/e2XXriamitxTb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"prompt_number": 5,
"text": [
"<IPython.core.display.Image at 0x10898c150>"
]
}
],
"prompt_number": 5
},
{
"cell_type": "code",
"collapsed": false,
"input": [],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 5
}
],
"metadata": {}
}
]
}
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