{ "metadata": { "name": "", "signature": "sha256:b60c115ed8dbd39a6a8bea14fccf848f3ecae9b5e1d509a2694bc29f91786dfa" }, "nbformat": 3, "nbformat_minor": 0, "worksheets": [ { "cells": [ { "cell_type": "code", "collapsed": false, "input": [ "h=0.0125\n", "nx=5395\n", "nz=956\n", "vel=np.fromfile(\"bp0.0125km.drt\",dtype=\"float32\")\n", "vel.shape=(nx,nz)\n", "factor=np.float32(1000.0)\n", "print vel.max(), vel.min()" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "4.79 1.429\n" ] } ], "prompt_number": 1 }, { "cell_type": "code", "collapsed": false, "input": [ "imshow(vel.T)" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "pyout", "prompt_number": 2, "text": [ "" ] }, { "metadata": {}, "output_type": "display_data", "png": 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UjEb+eoxmfh2mC+OdGAIfp70D9CnEHaAX0Vm3bTiZF6Id3MiVhLbtJzKAWJ0V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\nBxhhgadwM+9q/jYT710y7ns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"text": [ "" ] } ], "prompt_number": 2 }, { "cell_type": "code", "collapsed": false, "input": [ "def plot_vel(vel,img,h,unit='km/s',tick=arange(1.5,6,1)):\n", " xmax=(vel.shape[0]-1)*h\n", " zmax=(vel.shape[1]-1)*h\n", " fs=14\n", " figure(figsize=(18,4))\n", " ax=imshow(vel.transpose(),extent=(0,xmax,zmax,0),cmap=cm.gray_r)\n", " tick_params(labelsize=fs)\n", " xlabel('Distance (km)',fontsize=fs)\n", " ylabel('Depth (km)',fontsize=fs)\n", "\n", " ax.axes.set_yticks(arange(0,zmax+1,3)) \n", " cb=colorbar(shrink=0.68,pad=0.01,aspect=10,ticks=tick)\n", " clim([vel.min(),vel.max()])\n", " cb.set_label(unit,fontsize=fs)\n", " ct=getp(cb.ax,'ymajorticklabels')\n", " setp(ct,fontsize=fs)\n", " \n", " savefig(img)\n", "\n", "plot_vel(vel,'BP.eps',h)" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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0L2VgafSlHRf6MXni8jtWgI3xz2WnH+n0LfWylqtZmoPY8PqlJQ7te10aEL4t\nJaG/OOuss7DnnntidnZ2BSnmhFiSYloWCazU8sQemuNCmUljjpD+VquTPpIWSmylff6u7RmVhNci\nwJIMc80hkSRa8quRFQlZlvxZ9oUWkQwhzBqxDc1z+re2PVgIJb6haZDlxc3kMnatnLgdih+V19LS\nErIsywko7fknf/gybr6PWSsDCVm29MuyDM1mE3Nzc2i1Wnnc6Tv1CdPT01i/fj0mJyd7rg+UsoqL\nFHN70q0WzyLol4Lgi1/8IhBIiA899NBCYfzgBz8IDWOkMeoJuBPAGwF8TJgHE+IY3HTTTSsqZVXC\nZQyZLWtWdB+Ahde85jU45ZRT8k5Ikksii8BK4unD9ddfjyzLVix5f/vb3443velNAHrJa+igwM2e\n+MQnqvbPPvtsfOhDHwqO64c//OF8GfoVV1yBD37wg/m3888/H09/+tMBAIcddhhe9apXIcsyvOAF\nL8jj0W63ceWVV+Kiiy4KDrMsrr322mg3oURNy29rNr8KrWM/0a/JrVAi7DOLiUcIcSbwiYaQ5V8u\n89AwYzDs+uESfgHgC1/4At761rcOPF67Os4777xcyG00Gvn+YiK/9CPB2FoO6VpayTGItuCzZxEd\n65vrWSO3QJyGmC/b5X65iK+2PJqeiVy12210OjtPBeYawdglrDKPfETMRSY1P3keyLy04Ovfi7h3\n1QVNk6uVl0aMtbIjjSzdUby0tJQfuFer1TA5OYn169djdnYWtVqtZ7KDa59jxjlAL+NWq4X5+Xks\nLS2tODCM6kuj0cC6devyLRfaxAqvW66l0yGTZ0X6kX7in//5n4FAQmzJyj5cc801oWGMNEY1AeMA\nTgTwDwAeC+CX4ntfCDGw8uCpUJQd9IoKttJs69ateOpTnxoUl9WCb3/725iamjK/yzw44ogj8uWL\nRxxxRKVx+cY3vpETXw377LMPfv3rX1caZhHUajV8//vfL+Q2hBBbGrOQQyh4HEcNMUQupC1rzy7N\njstv32REqJkPIcSYa2G071UQ4mHWmVBh86CDDhpIfBJ6ce973xsvfvGLMT09nS+J5MskraXTGgnW\nluVylJ3MK9oWfIRXs+Mjxpr21yLHPjuauVx26yPB3LzVavVo+vhe0SzLMDU15VyBJMvPl2cy7zix\nDdHgcvhWwsTWAV//w581AqzZ0cqL7FsTGZIkLy4u5r9ms9lTXvQbHx/H+vXrsdtuu+Wr1WjCQ9a/\nkDzSxiOxmf17AAAgAElEQVRJihcWFnJSzONNdajRaGD9+vXYsGEDpqamclLMw5T1SOsbrD4idEXT\nMGSer3zlK0AgIS4qL++Qt0dPoIvEqF279KcAfgBgEsACgOdjJRnuK6oQiGPsV0WEyazoEsVRxubN\nm/OlwK48/81vfpNfN1M1ESa4yDCAkSDDAPCv//qvK+4XjIFrptua2aXZYGv2Xj67zPqJIgJqiBtu\nx0d6LaHMFWaZfiEEMUTY5YcWT6mJ5s/cTpHwqkBMXadn2jaSMFgcffTReMADHoClpaW8LnU6HTQa\nDXQ6HdTrdSwvL+ekmARjufTWpTGW6Fe/5WqbLiLkI8QhpMhFcGPIsyRNklTJH9cU0o80jHxfKY0l\n9D83N7diLJEHp3ENnpSH2u12VP6HyFJVjiVFSLBrGbh81rT/1r5gufydlkVv27YNi4uLuSaf+8V/\n9J3ap4sM+/JQGyv4e6PRyCdOFhcX87pE+TM2NoZWq5WflVCr1fLJFYofjxPvB7iZa7Kf719ezVjt\n8S+LUEJ8KIAjATwcwEYAd6G71/f76BLYqvALAPvtCONEAFcA+DMAP5QW5+bm8mfas1AFqiCUoQ08\n1sz1Ts9Pe9rTguO5WnDKKafkz9/5znd6vmVZhosuughnn302zjrrrEFHbSRx2GGH9XTQ2iyohRCC\nZtmRg4VFcng8RqEDLkMiLXcx5FebfJDfZTn6voekQ3MjBU5ZhkUIcRFYBMRVp3zxCYmbK699Ex4J\n/cdRRx2F2dlZLC0tYX5+HkC3XCYmJlQyLJdPW/cTczOCry1o8NW30Pah9QeuPkMjQNZzLDEOIcIh\nJJiIkfaTBIznF5WnLDPyj5PmGK19Vf1+CMGNMbPGC1efZJW3nBixiLBllmXd+8cXFxcxNzeXa4Zl\nvSCMj49jcnIyJ5y8Dmjxi4HVrmq13m0RCwsL+TV2vJ4AwPbt23N7ExMTPXVGxk1qjDXCTO8cw570\n37JlC7Zs2VLIbRXXQq1muAjxFICzAbwcwAPQPfX5vwFsA3AfdA+7ehuA3wP4CIAPAVgsGZ8WgN/u\neP6PHWG8EsCZ0uLs7GzJoHRU2SGG2Islwi7h+gMf+EBQPFYz+CwnvX/5y1/Gl7/85SHGarTwN3/z\nN6UF9hASJ80sTYs2YFhtpoqB46STTsLmzZvz940bN+Kyyy7DunXrovwpIrhKM5fgYtl1+eOzJ1Gk\nHmiafULoUrAypDhEwAiNVwhCBFpZXtbhewn9w3Of+9yc+DSbTWzfvh1Ar7aLyBMdtMUJGZEqjRBb\ny6Zj65UmUFbVF/PnKgixRoJDiLFGojRCLE8opuWs0lxbokuQkxTafmKZN64yKyOrxZgXkfV8JN1F\nfrUl3lbZ8z28vPy4Ob03m00sLi5iYWEh175K/whEhmdmZjA5OQkAPcuptTQUAZFVKXuMjY3l4dZq\ntZ796HTAV7PZxLZt21Cr1bBhwwZMTk6a9UgSYO2ZQ74Pi1xu3LgRGzduzN9vvvnmYLeJENv4Nbqk\n9PXoXn00r9iZAXAcgNMB/CWAP6k4fuPonjg9MBx00EF0ybSKKglzjAAcQoo/97nPRcdtteETn/gE\nTj31VAD2ALIr45vf/KZzqXRRDXEIkfMtPyxCdGJw9NFHq+Zbt27FCSec0GN22mmn4fTTT+8xK0qA\ntW9FSbHL3BKsQ+PkA5VH6PKvGI1MLEKJdz9glWPSCg8PNAFBexI7nU5+si3/jY2NodFo5MI+keKx\nsbH80B9OgDVSDLi3ebgmikLOBwiFq6+NJcQ8Xr59wLHEWS6z5YSXCAnXErvcyAOXqGz4nbNEiKzJ\n1yL9eBECG+pX7NLrkLFDKgbom0aA6Z0vI+akV6srpBVeWlrKiTAdWiXDovKZmprCzMxMrnnV4mDl\nYSyoDnD/OCkeHx9Hq9XK9xXz67xo6TfVGx8p5mG5/iVBL7NlbVgYpCZ7FOEixMdj5XVHEvMAPrfj\nV/buiXcC+CqAWwCsB/ACdJdpH1vS32gUFXx8DT2EAMcI0vz5qKOOKhTn1YZrr70WJ598cv6eCPFO\nXHLJJT17eIuiaF10EeJ+af0o/GOPjesmPvnJT+KTn/wkgO4kgvTPF57vWywhdglaoYQ5Jq4uxJZZ\nPwbRUD+rmGSx8p9/5//nnXdedBgJxfGgBz0Is7OzWF5e7lm9QBqsubm5vAw5Gab9w7RkmtxbpNja\nI8jRz0k9H9ly9RsuMqy9W6Q2hBBr7rQToznZ5eFLN65l01QuWZblB6QRQQm5ozgkn0PkMu176Fjg\n88flryxDaS7dWWUtf7JM+HOz2cw1wvwEaWmXymNiYgJTU1M5EdXCj8kHDVq5aqQYQL4cmrZSttvt\n/PAvSkur1cLc3FzPXcUUjqZtp/S7JvlDV5ZY3/ohy8b6mTTENmKPW76pTEQA7AngUwDuC2DrjvCP\nBfCtkv5GI7QSxXSI0sxFOrTv9F/lDPRqxM0337xitjuhew3U7OxsZfnB612n08GJJ56Iz3/+8wDs\nOqgtPwTitS1F8PWvfx1ZluG4444LdrN+/XpcccUVzpncWNLpasPWASg+d6HPsXGXcJVNjJYsJuwi\nggP/VnXf5xNSsyzDDTfcUGmYCW485CEP6TkZFtjZ35AAT9rImZmZ/HAtIsR8X7E8hMnqs6xtA/1e\n5cLTJ5+1fiSGFJGZiwhb2mAKl941d6RBJIKrxUP6IbXI3G9eFkSEqVyJJHM7oStWrP7TN3bGkNoY\nN1p5avatMqZ/a7+wzHv5nbshzTCd2kx7cbld0gjTXmFqm7QKQ9svHJo3FnjYljn3j+oCnUA/PT3d\nc8c1Vxxo9U2r/1qaJKwrnfqFqse/RIjDMQng0ejuH5a59vUK4rJin/CwcMghh9BF0yqsShginMYQ\n4BDhzBfuWsTCwgImJiaQZRme85znDDs6fcGVV16ZP7/3ve/Fv/3bvwEADj/8cADIZ9Tr9XqusaqC\nDH/ve9/LCaK8L/nZz342gO691IcddpgqHPKBqcwSxKI49NBDnW0XAM4880w897nPBVBsgsnV/q02\n6Wu7wyTEsZqwEPtl0K/VBBZ8Qisvjz/84Q+Fw0kohg0bNmB6ejoXTuUeSKB7gvDCwgI6nU5ut16v\n522ShHWNEGsaYrmPVXseFFx9RgwhlgK+JKgaaZIEFtCJsVwWrYUv7Wt7jLn/QO/EF182TWXJxxiC\nRox9slIscQvt333++OJgla9FNl1lLd1JApllvdph2i9M32liggjm5OQk6vV67le/yLDmTitfbQk1\n/ddq3YO3+B5jniYO6TcnyJr2mMOaXF8tS5FXSzz7hdDUPxnAp9HV4moY9LRC3+4hJhABcUYighhb\nHUKI1sgnPGdZ5r0OKGH14JBDDsHrX//6KDdVdGREEotgv/32w0033YT9998ff/VXf9VzgA2Ha8lR\nFdi+fTte+MIXmt+/9KUvBQ3GRQbwmLYbQ4hjyXDZCTLfJEY/CXEsGa4qXFefzf+POeaYSsJLCMNB\nBx2EfffdN9f60l5GfoUOaayIIDUajXwJZ71ez+8o5lfz+AhxbBuoekJGfgslxS4yDKzcP2xpiyW5\nsUiwdKuFLTXKXJus7S+W+cHLxFV+Vtm5+vKY55C+1wrHchNKrDUia5W9qyy4e55PnU4HzWYT99xz\nDxYWFnINKifBdFAd/XhY2kSIlsayYxOHbxyS9UDWG95vUFoltHZkTSqMImq1GikIQjqo7BnPeEah\ncL7+9a+HhjHSCNUQfwTA1wC8FcAfAYx2LagAlrYtZPDSzEMELs0sRIAuWokTRhPnnntuqYOxXLDc\nPu95zyvsJwDcdFN3x8SNN96Ik046KTdft24dPv7xj+dhWzO8VYFOnuWYnp7Gpz/9aQD2DC5QTtsa\n25ZjCLF8ju2bLHOrDLQZcuub9a4JtVkWfmVSUcJRpF6FkuGEweOhD30opqene5Y9Ly0tAUDPPai8\nXbdardxsamoKWZb1XMsiCTQXhuVE3iAIMUcMQaJ/ToS4O9dPI8YWWaa81b5rcZKHNpEZJ77aEmmf\n/ER9CC2bzrKsZ+l0yLJpX58a2s+H+Blj5urfYwiwZc81BmRZd6n0wsICsizL2xv/Uf669o/7+swi\neUtxdNnn37kZ949IP68/Y2Nj+SoFvjfdmrQnP1152+9xIqaf8bUFDWnJdBj2AvC3AH7Xx7iMFORp\nh0Xg6hCqIMNJSFt7uOKKK6KXPpcVxm6//fZS7l3Yvn07nve85+Hyyy9XBZYqiXGWZXjpS1/aY+ba\n90xuXP7FfPOR3ND27BKILP+LxNlFiKX2QCMIml8uQmzBIss+N/2Aqz/etm1bX8JM0LHnnntienoa\njUZD7TuyLOvRFHNSzDWQk5OTmJiYyMku7S3m5JgEfqseuvqtftRFrY1rpM0iSRqx5eaa1tYixtZP\ni6ulPdbIsCRSBFnG3H9eDvSNypGTIa2uxBBXH5mLJbmhMpurr5d577JjhcnzRZ7aPT09jdnZ2Z72\nxv2VZapp9WPIcKj8KuOvfZfm3EyLS5Zlaru3JsRkeyf7rvSGpq+KybXQye2i/uwqCCXE3wBwGHbe\nEbzmUZUWhn+zOokygvTll1/uTkjCqgGdEh2DKjqwt7/97aX98OGUU07Jnz/zmc+oe78kQtKWZVmP\nRprw2c9+FoBbI8z9qOKb1X7p30V8XUJtiF+xcQfCCDG359KaaQKD9FMTXELjpMWriB8SWh5pExJZ\nlvWcbp/Qfxx++OGYmJjI3+WhWnwfKhEjrb2TPVo+TRM8pCWid7mcEii2faAqhMgD2rO1b1SSGv4u\nyY3ln4yfKwypAZb7hmX/Jomslm5ORMhPTmKsSQ2Zp6781Z619yKHcPn8tcaI2DrA3fID4ng+cWLM\ntcDkluc5PyiNl6EWbpVk2HLnIsCaXS28drutTogB7pUi/N1FukMR2odUIS/5kDTEYXgpgMsBPA7A\nTwC0xPfLqozUKKDMEhrNPJYMWx2g7IRJ8E9Y3bjssm4T8hG4qgkB0F8NsQQtXaZ6XKYTv+WWW9Qr\ncC6//HKnsFJVm9a+Wf/Wckb+Lt2F9BEhAy8XIjlCNcSuf8vMBRc5ds2W90tj7BKIQyYeEvqD6enp\nnoOUCCTA1+v1nith+LVMQLdOUH/abDbzvcfkVmqJtZOmYwhx0ToY0t9obV/rU/gzJ6fcvCwJlmFw\nf8mtJMPyAC1u3yIeUsPL08uvYiLIZa8h+anlbSzRLUMANQLry3Pt2Yo35Y88UR3ACmJMfmkTGrL8\nipLhqvpRHwG27PLwaRwiYqwd0ibzy0eMpXkIyoxdVU/IJUIchqMBPAnA09C9e1jW6jVHiDViEiIQ\nu8xdnTA9hwhk9JxOPF0buPTSS/P6NujO8YwzzigcXiwuu+yyFfckF03vqaeean4L1bKXbc+audWG\nLYFVuilClGPTJuEb5GP/Y8JyfY8RMqomxDK/n//85xf2PyEez3rWs9BoNFCr1XLiygVeIsWk8aUl\n0kBvG9G0ykSK6X5iWkIthWLeV4VqiqqCa9y3+gjXYUqSDFtk2SJzrrA1rbO1PFqSYk7K5ESEJME8\nD6hsKExeDq6VJD55y/dsmblIrMsfy9+QMUALQ8sH7dAxbYWWRoatw89k3GLypCqEEGDLrqw3wM6b\nO2SeyS1Dsn4NapzSUHWeVh2/1YZQQvweAB8G8NcA5voXndFBVYcsaGZaRxa7bzDLMrz61a92J2IN\nYdOmTbjrrruGHY1Ksccee+Ad73hHZcukYzszfq1Cv3HJJZf01PEypPj00083v73mNa8prB12fQvV\nGoQQ31A7Pr/LpAcopyEmyPtay86M+4SLKkh3qIBrEYSE/mNqaqrnOhTZ/vjptyTI0rJOqpPtdtu8\nUoVOqyZCTATbWjKt3Uvsq/NE2IrCauuhhyhpZJXbc8k4ISRYhie1v1m2UjPMCZXMK4scc5Iiz3aR\nhyKFbMXR8tRnJvNB++4Kx2fuigcvd8tPOZlg/XxEWJJfTdsfkk+h+cDT5YOlvQwhwJa5FVeqc1qd\ntCZcuJl1H7E2edGPMaaon0lDHIbd0D1pepcgw0CxvYe+zk9r+CEdoTYw0Umbax2PeMQj8Mtf/nLN\nkeHzzz8f97///XsOhQGqPVDBZS/LVh5A1S9s2rQJ4+Pj0VrwsbExvOhFL8rfL7nkErzzne90uvnA\nBz6Af/zHfywc19hZbp9gyp9dQin3S7Onfbfi5EsT4C4DS/jXyLG27DEGUvOnhauhyplsVx8cKqwl\nVAfqL3xlPD4+jnq9jomJCZV0afVeW/5IJJpOseb7B8mOa4tHyKSNT0DXYPU1Wl/i0g5ztyHLcrkf\nLv9CyDAnxZLMagRD62e4OScVPA1UhkSOtP7I6k9lerT8kYgdJ1x+uuLhcqdN1kjyS+Zan87LCoDa\nhvp1eJbVPl2Qe6K1MEK0xZp9GReqZ5wck7msX1p99aUtZFwrQmrLkutEiMPwRXSXTd/cx7iMFObm\n5jA9PR08YIV2oLEE2PrnRGGt4uKLL8arXvWqYUejUpx88sk4/PDDAWAFGQa6HeK73vUu/Pd//3eP\n+SGHHIJTTjkFjUYDQFfDQc/kjpYWukAd7stf/vJS6YgB14LHkB5JRkIJvEViQgbrfhJibd+VS9CI\nIcW+dLqgCfQ+DbH2H0teOaF2xSUm7jFw1YeQfE7oDx73uMfl5MYSdEnIr9frPe2LCJhc2tnpdHrs\n0tJoEnb5ElF5uFaoEFx2kiaEpNJ/SP/A7fr89xFhLVzZr8k9w5xQSa22ptG0xi657F0SayI99O/S\nEltpk99dzyHvIWYx8iOB1zvrsCxpppEsiwhr+4er3i9cdpLRR4xDtcXaN1mnLPsE36SxFm6Vk7lW\nvHzmFvoRt9WEUEJ8M4C3AzgCwE1YeajW+6qM1CjglFNOwRe+8AWnndhOsSoyvCvgoosuWlNk+D3v\neU9+mT0RYa3zsZbBX3/99bj++uuDwxsfH8cHPvAB9dvZZ58d7E9ZvP3tbzfJsDZ4VIFt27ZhZmZm\nhXmV5Fe+W+SXm1kCpvWstX1ra4UGX18Rou3SNGpVk2KfWYidWMSUZcJgUavVepY/u/oJToq54C4F\neaA7ichJMRFjSRyIwJH/PGyfJpO7CUHMVgztXz5rK04s/6xnre/iz2RHutGIlKZdpPzid0GTuaut\nE+GT5cr/+bJqnzbelZcxxDWmTy4KF9mVddGlDaZnWY68nKQZd6OlMXQyAKh2xY2lALAIcAgx5t9l\nGn1jjpXm2DHRh5j6FVsXK9QQvxLASwA8eMf7zwC8DcDXDfsPhn6L0bEArqoqUj6EEuKzAGwD8ER0\nr1+SWHOEmDqEkCUMIR1CVWQ4yzKceeaZ8QlaZVgL+6P3228/nH766T2ClgvnnntuZWEvLy/j7LPP\nzq+KueKKKyrzOwbr1q0rTIhvvPHGQmGec845+Lu/+zvze2x7le8+4VQTIEPM+LO1lFqz74MczF2D\nuxT45XIxbk8KYvzZCsMlBFiz6iGCg8uOL498ZHhQWwsSgIMOOghA91Ro2v/LV8IAK/sNqSnOsgxL\nS0v5GE4C/vj4eL5vmLczuUSa1yWNXEk7ofXcp7V0fbP6GJ8fPlmCnkNIsNZv8X2l2kFaQC8J4ppM\nron3CeJcm0/bbzRyTDKb7INi5a+YPO4HeN2m9xASzN1SfH2TF5IIa3uFy5Lhfm094Xt9tXjEmPPv\nBJ/87yLZIfHoN4ZIiH8P4PUAfg1gDMCLAPwzgMcDcAl2x4jvA90rGUqIH9zPSIwqms1mrtWTCOks\nqyDFssNf63vaXvjCF+ZX86xmvOtd7wKAnuVdWqe4vLyMj3/84/jVr37Vl3gMiwgDwLvf/e78SgPA\nrWXUcOmllxYO+5WvfCWA7h50eg4ZyEMnvVyCqkuY9Jm7/NHs+OLpg6WN9ZWZT0us1ffQmfJQd75v\nHFWQjoT+Y2JiArVaDe12G81mMy9fIsVa3SIhjrebTqeTX8kEICdr/GoeOkSLYBFjCpNgCczyvawG\nKLZ9h8oXmixRpu+ytMPcDs9TOhCNX3nlSh834+VFY4tG2FwExJUnw2jz1kSjRYClPQmL0Mpyknat\nQ7NCybCVdzFbmHywyjXLssq0xSFxtPwr648P/a6fFRLiL4v3NwN4OYCD4SbEWwD8sapIxCKUEB8M\n4Abj26kAPlVNdEYL3/3ud/HkJz85f48VljUz16AVMku71rUVt95667CjUApvfetbc02Ehje96U0D\njtFw8Ja3vCUfYK3B3IWFhQU0m83g8Kanp/PO/K//+q97JrJkWYRMVBX5ZgmN3Cx0H3HMs4aQgdOl\nxYohwtqzK5wQIUAOzDGCg6YVkuDfXALbe9/73uBwE8qDiO/y8nJOiF2kmD9zzS/9iBTzOkFkjLTF\nfOklETbf5J1VxwZFqHwkxfovSoKt79ZBWhYZ5suk+XJpGX9tnyjXEnNNsUWKrfxyndZcBlofFXqm\nBz3LvlSrc9JPLT1aOclJihgi7DK3zHj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zyLIM97rXvXDHHXdgaWkJU1NTeNnLXobZ2VlM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"text": [ "" ] } ], "prompt_number": 3 }, { "cell_type": "code", "collapsed": false, "input": [ "vel" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "pyout", "prompt_number": 4, "text": [ "array([[ 1.4860003 , 1.4860003 , 1.4860003 , ..., 4.57103157,\n", " 4.57178926, 4.57254696],\n", " [ 1.4860003 , 1.4860003 , 1.4860003 , ..., 4.57103157,\n", " 4.57178926, 4.57254696],\n", " [ 1.4860003 , 1.4860003 , 1.4860003 , ..., 4.57103157,\n", " 4.57178926, 4.57254696],\n", " ..., \n", " [ 1.4860003 , 1.4860003 , 1.4860003 , ..., 4.57102346,\n", " 4.57178164, 4.57253933],\n", " [ 1.4860003 , 1.4860003 , 1.4860003 , ..., 4.57098055,\n", " 4.57174253, 4.57250023],\n", " [ 1.4860003 , 1.4860003 , 1.4860003 , ..., 4.57094145,\n", " 4.57170343, 4.57246113]], dtype=float32)" ] } ], "prompt_number": 4 }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Python" ] }, { "cell_type": "code", "collapsed": false, "input": [ "def scale_py(vel,nx,nz,factor):\n", " scaled=empty_like(vel)\n", " for ix in xrange(nx):\n", " for iz in xrange(nz):\n", " scaled[ix,iz]=vel[ix,iz]*factor\n", " return scaled" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 5 }, { "cell_type": "code", "collapsed": false, "input": [ "scaled=scale_py(vel,nx,nz,factor)" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 6 }, { "cell_type": "code", "collapsed": false, "input": [ "scaled" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "pyout", "prompt_number": 7, "text": [ "array([[ 1486.00024414, 1486.00024414, 1486.00024414, ...,\n", " 4571.03173828, 4571.7890625 , 4572.546875 ],\n", " [ 1486.00024414, 1486.00024414, 1486.00024414, ...,\n", " 4571.03173828, 4571.7890625 , 4572.546875 ],\n", " [ 1486.00024414, 1486.00024414, 1486.00024414, ...,\n", " 4571.03173828, 4571.7890625 , 4572.546875 ],\n", " ..., \n", " [ 1486.00024414, 1486.00024414, 1486.00024414, ...,\n", " 4571.0234375 , 4571.78173828, 4572.53955078],\n", " [ 1486.00024414, 1486.00024414, 1486.00024414, ...,\n", " 4570.98046875, 4571.74267578, 4572.5 ],\n", " [ 1486.00024414, 1486.00024414, 1486.00024414, ...,\n", " 4570.94140625, 4571.70361328, 4572.4609375 ]], dtype=float32)" ] } ], "prompt_number": 7 }, { "cell_type": "code", "collapsed": false, "input": [ "plot_vel(scaled,'BP_meter.eps',h,'m/s',arange(1500,6000,1000))" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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hZRqh0yZtQn9Si2kRZkkIJVHjabDqjcOatLXKJeY/NCzLvyS7lj9eD/JfImQf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\nP7RcVdIPibbyoeWdjwWaW6pjvsJA9m1WWK6y1uJ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NSEQ6CkcffTQ2bdoEQNeMuWB1cDGk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5r/PwX8AlDuRErSsx7pIhXf1O53sTV188SwRK0QvcXi4iJlXxpClKHRaAQF8eHDh9m9e3f9BvUo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\nIYRI5v8DJnS0y4GwiisAAAAASUVORK5CYII=\n", "text": [ "" ] } ], "prompt_number": 8 }, { "cell_type": "code", "collapsed": false, "input": [ "%timeit -r 3 -n 3 scale_py(vel,nx,nz,factor)" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "3 loops, best of 3: 2.66 s per loop\n" ] } ], "prompt_number": 9 }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Numpy" ] }, { "cell_type": "code", "collapsed": false, "input": [ "def scale_np(vel,factor):\n", " return vel*factor" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 10 }, { "cell_type": "code", "collapsed": false, "input": [ "%timeit -r 3 -n 3 scale_np(vel,factor)" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "3 loops, best of 3: 6.01 ms per loop\n" ] } ], "prompt_number": 11 }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Numba" ] }, { "cell_type": "code", "collapsed": false, "input": [ "from numba import autojit\n", "scale_nb=autojit(scale_py)" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 14 }, { "cell_type": "code", "collapsed": false, "input": [ "%timeit -r 3 -n 3 scale_nb(vel,nx,nz,factor)" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "3 loops, best of 3: 12.7 ms per loop\n" ] } ], "prompt_number": 15 }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Cython" ] }, { "cell_type": "code", "collapsed": false, "input": [ "%load_ext cythonmagic" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 2 }, { "cell_type": "code", "collapsed": false, "input": [ "%%cython\n", "import cython\n", "import numpy as np\n", "cimport numpy as np\n", "\n", "@cython.boundscheck(False)\n", "@cython.wraparound(False)\n", "@cython.nonecheck(False)\n", "def scale_cy(np.ndarray[float,ndim=2] vel,int nx,int nz,float factor):\n", " cdef np.ndarray[float,ndim=2] scaled=np.empty_like(vel)\n", " cdef int ix,iz\n", " for ix in xrange(nx):\n", " for iz in xrange(nz):\n", " scaled[ix,iz]=vel[ix,iz]*factor\n", " return scaled" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 3 }, { "cell_type": "code", "collapsed": false, "input": [ "%timeit -r 3 -n 3 scale_cy(vel,nx,nz,factor)" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "3 loops, best of 3: 7.06 ms per loop\n" ] } ], "prompt_number": 20 }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Fortran" ] }, { "cell_type": "code", "collapsed": false, "input": [ "%%file scale.f90\n", "\n", "subroutine scale_f(scaled,vel,nx,nz,factor)\n", "implicit none\n", "integer,intent(in):: nx,nz\n", "real,intent(in):: vel(nz,nx),factor\n", "real,intent(out):: scaled(nz,nx)\n", "integer iz,ix\n", "do ix=1,nx\n", "do iz=1,nz\n", " scaled(iz,ix)=vel(iz,ix)*factor\n", "enddo\n", "enddo\n", "end subroutine\n", "\n", "subroutine scale_fv(scaled,vel,nx,nz,factor)\n", "implicit none\n", "integer,intent(in):: nx,nz\n", "real,intent(in):: vel(nz,nx),factor\n", "real,intent(out):: scaled(nz,nx)\n", "scaled=vel*factor\n", "end subroutine" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "Overwriting scale.f90\n" ] } ], "prompt_number": 21 }, { "cell_type": "code", "collapsed": false, "input": [ "!f2py -c -m scale_f scale.f90 --f90exec=/opt/local/bin/gfortran-mp-4.9 > log.txt" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 22 }, { "cell_type": "code", "collapsed": false, "input": [ "import scale_f\n", "print scale_f.__doc__" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "This module 'scale_f' is auto-generated with f2py (version:2).\n", "Functions:\n", " scaled = scale_f(vel,factor,nx=shape(vel,1),nz=shape(vel,0))\n", " scaled = scale_fv(vel,factor,nx=shape(vel,1),nz=shape(vel,0))\n", ".\n" ] } ], "prompt_number": 23 }, { "cell_type": "code", "collapsed": false, "input": [ "vel_t=vel.T" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 24 }, { "cell_type": "code", "collapsed": false, "input": [ "%timeit -r 3 -n 3 scale_f.scale_f(vel_t,factor)" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "3 loops, best of 3: 7.26 ms per loop\n" ] } ], "prompt_number": 25 }, { "cell_type": "code", "collapsed": false, "input": [ "%timeit -r 3 -n 3 scale_f.scale_fv(vel_t,factor)" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "3 loops, best of 3: 7.25 ms per loop\n" ] } ], "prompt_number": 26 }, { "cell_type": "code", "collapsed": false, "input": [], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 26 } ], "metadata": {} } ] }