{ "metadata": { "name": "ascii_write_bench", "signature": "sha256:81184cefd4920c569920476667e973515e35637d21ae1fc1f4e01d54056a0170" }, "nbformat": 3, "nbformat_minor": 0, "worksheets": [ { "cells": [ { "cell_type": "code", "collapsed": false, "input": "import timeit\nfrom astropy.io import ascii\nimport pandas\nimport numpy as np\nfrom astropy.table import Table, Column\nfrom cStringIO import StringIO\nimport matplotlib.pyplot as plt\n%matplotlib inline", "language": "python", "metadata": {}, "outputs": [], "prompt_number": 1 }, { "cell_type": "code", "collapsed": false, "input": "def make_table(size=10000, n_floats=10, n_ints=0, n_strs=0, float_format=None, str_val=None):\n if str_val is None:\n str_val = \"abcde12345\"\n cols = []\n for i in xrange(n_floats):\n dat = np.random.uniform(low=1, high=10, size=size)\n cols.append(Column(dat, name='f{}'.format(i)))\n for i in xrange(n_ints):\n dat = np.random.randint(low=-9999999, high=9999999, size=size)\n cols.append(Column(dat, name='i{}'.format(i)))\n for i in xrange(n_strs):\n dat = np.repeat(str_val, size)\n cols.append(Column(dat, name='s{}'.format(i)))\n t = Table(cols)\n\n if float_format is not None:\n for col in t.columns.values():\n if col.name.startswith('f'):\n col.format = float_format\n\n return t", "language": "python", "metadata": {}, "outputs": [], "prompt_number": 2 }, { "cell_type": "code", "collapsed": false, "input": "t = make_table(5, float_format='%.4f')\nprint(t)", "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": " f0 f1 f2 f3 f4 f5 f6 f7 f8 f9 \n------ ------ ------ ------ ------ ------ ------ ------ ------ ------\n3.8303 8.4571 7.8665 3.8209 6.3194 3.1620 8.5229 3.3333 7.8304 8.6393\n3.3609 7.6057 6.3219 1.4221 3.0528 2.6562 1.1607 1.6113 1.8004 6.0744\n2.6694 4.9182 8.9608 4.3329 4.6248 5.0090 6.0787 9.0370 6.8887 6.1026\n3.1817 4.0416 5.8638 1.9688 8.8393 6.3279 6.6718 9.1173 3.8640 6.1094\n9.1954 8.5942 8.1698 6.5603 5.6420 5.0458 6.7071 7.8081 6.8218 3.1500\n" } ], "prompt_number": 3 }, { "cell_type": "code", "collapsed": false, "input": "out = StringIO()\nascii.write(t, out, use_fast_writer=True)\nprint out.getvalue()", "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": "f0 f1 f2 f3 f4 f5 f6 f7 f8 f9\n3.8303 8.4571 7.8665 3.8209 6.3194 3.1620 8.5229 3.3333 7.8304 8.6393\n3.3609 7.6057 6.3219 1.4221 3.0528 2.6562 1.1607 1.6113 1.8004 6.0744\n2.6694 4.9182 8.9608 4.3329 4.6248 5.0090 6.0787 9.0370 6.8887 6.1026\n3.1817 4.0416 5.8638 1.9688 8.8393 6.3279 6.6718 9.1173 3.8640 6.1094\n9.1954 8.5942 8.1698 6.5603 5.6420 5.0458 6.7071 7.8081 6.8218 3.1500\n\n" } ], "prompt_number": 4 }, { "cell_type": "code", "collapsed": false, "input": "out = StringIO()\npandas_table = pandas.DataFrame(np.array(t))\npandas_table.to_csv(out, float_format='%.4f')\nprint out.getvalue()", "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": ",f0,f1,f2,f3,f4,f5,f6,f7,f8,f9\n0,3.8303,8.4571,7.8665,3.8209,6.3194,3.1620,8.5229,3.3333,7.8304,8.6393\n1,3.3609,7.6057,6.3219,1.4221,3.0528,2.6562,1.1607,1.6113,1.8004,6.0744\n2,2.6694,4.9182,8.9608,4.3329,4.6248,5.0090,6.0787,9.0370,6.8887,6.1026\n3,3.1817,4.0416,5.8638,1.9688,8.8393,6.3279,6.6718,9.1173,3.8640,6.1094\n4,9.1954,8.5942,8.1698,6.5603,5.6420,5.0458,6.7071,7.8081,6.8218,3.1500\n\n" } ], "prompt_number": 5 }, { "cell_type": "code", "collapsed": false, "input": "def plot_case(n_floats=10, n_ints=0, n_strs=0, float_format=None, str_val=None, strip=True):\n global table, np_table, pandas_table, flt_format, strip_whitespace\n strip_whitespace=strip\n flt_format = float_format\n n_rows = (100, 200, 500, 1000, 2000, 5000, 10000, 20000) # include 50000 for publish run\n numbers = (10, 10, 5, 2, 1, 1, 1, 1)\n repeats = (3, 3, 3, 3, 3, 3, 3, 2)\n times_slow = []\n times_fast = []\n times_pandas = []\n for n_row, number, repeat in zip(n_rows, numbers, repeats):\n table = make_table(n_row, n_floats, n_ints, n_strs, float_format)\n np_table = np.array(table)\n pandas_table = pandas.DataFrame(np_table)\n t = timeit.repeat(\"out = StringIO(); ascii.write(table, out, use_fast_writer=False, strip_whitespace=strip_whitespace)\", \n setup='from __main__ import ascii, table, StringIO, strip_whitespace', number=number, repeat=repeat)\n times_slow.append(min(t) / number)\n t = timeit.repeat(\"out = StringIO(); ascii.write(table, out, use_fast_writer=True, strip_whitespace=strip_whitespace)\", \n setup='from __main__ import ascii, table, StringIO, strip_whitespace', number=number, repeat=repeat)\n times_fast.append(min(t) / number)\n t = timeit.repeat(\"out = StringIO(); pandas_table.to_csv(out, float_format=flt_format)\", \n setup='from __main__ import pandas_table, pandas, StringIO, flt_format', number=number, repeat=repeat)\n times_pandas.append(min(t) / number)\n plt.loglog(n_rows, times_slow, '-ob', label='io.ascii Python')\n plt.loglog(n_rows, times_fast, '-or', label='io.ascii Fast-c')\n plt.loglog(n_rows, times_pandas, '-oc', label='Pandas')\n plt.grid()\n plt.legend(loc='best')\n plt.title('n_floats={} n_ints={} n_strs={} float_format={}'.format(n_floats, n_ints, n_strs, float_format))\n plt.xlabel('Number of rows')\n plt.ylabel('Time (sec)')\n print('Fast-C to Python speed ratio: {:.2f} : 1'.format(times_slow[-1] / times_fast[-1]))\n print('Pandas to Fast-C speed ratio: {:.2f} : 1'.format(times_fast[-1] / times_pandas[-1]))", "language": "python", "metadata": {}, "outputs": [], "prompt_number": 6 }, { "cell_type": "code", "collapsed": false, "input": "plot_case(n_floats=10, n_ints=0, n_strs=0, float_format=None)", "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": "Fast-C to Python speed ratio: 1.87 : 1\nPandas to Fast-C speed ratio: 1.06 : 1\n" }, { "metadata": {}, "output_type": "display_data", "png": 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kMTGRcePG0bNnz4eKusqNxMREXFxcqFChAvv27WP16tVGhVGlShUsLCxy3Htt27a977nP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\nTdO5nQ4/x9EcfpuRNuZPupg7aTNU/iRZOLhlibQxf9LF3Em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"text": "" } ], "prompt_number": 7 }, { "cell_type": "code", "collapsed": false, "input": "plot_case(n_floats=10, n_ints=10, n_strs=10, float_format=None)", "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": "Fast-C to Python speed ratio: 3.63 : 1\nPandas to Fast-C speed ratio: 1.30 : 1\n" }, { "metadata": {}, "output_type": "display_data", "png": 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j5I797LPPsHz5ctjZ2WHdunV4+PAhxo8fDxsbG3Ts2BECgQDTp0+v1Tnt2LEDzZo1w7x5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\n7JSuoLhYuTAIhYCdnbwwDB363/9btVKY+hQAfBc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"text": "" } ], "prompt_number": 8 }, { "cell_type": "code", "collapsed": false, "input": "plot_case(n_floats=10, n_ints=10, n_strs=10, float_format='%.4f')", "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": "Fast-C to Python speed ratio: 3.91 : 1\nPandas to Fast-C speed ratio: 1.56 : 1\n" }, { "metadata": {}, "output_type": "display_data", "png": 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3Ztzd3enUqVNExEVVBQcHU6tWrahVq1YUEhIijaqKioqiTp06SY/btGkTOTg4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\ngFgsRrt27XDy5Ek4OTmhV69e2LVrF5KTk3Hx4kX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"text": "" } ], "prompt_number": 9 }, { "cell_type": "code", "collapsed": false, "input": "plot_case(n_floats=10, n_ints=0, n_strs=0, float_format='%.4f')", "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": "Fast-C to Python speed ratio: 1.57 : 1\nPandas to Fast-C speed ratio: 1.27 : 1\n" }, { "metadata": {}, "output_type": "display_data", "png": 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Yjr59+5KZmRlZW1uTtbU1vfrqqy/VycvLIx6PRwUFBURE1KpVK9q4cSPl5+cr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\nlEolFAoFlixZgpSUlA7PN6jEERoaiujoaHz55Zc4ePCg2NU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"text": "" } ], "prompt_number": 10 }, { "cell_type": "code", "collapsed": false, "input": "plot_case(n_floats=0, n_ints=0, n_strs=10)", "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": "Fast-C to Python speed ratio: 3.08 : 1\nPandas to Fast-C speed ratio: 2.01 : 1\n" }, { "metadata": {}, "output_type": "display_data", "png": 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mHIrh+PFzxOcveXXbnyWASEtrCb333jl68ULV1jHqS1Ofjxbl49ApLZU5X/vk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\nQgm4moaqw5mzWEeaDbt+LRcmHBoMEeFKfj52pKX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"text": "" } ], "prompt_number": 11 }, { "cell_type": "code", "collapsed": false, "input": "plot_case(n_floats=0, n_ints=0, n_strs=10, str_val=\"'asdf asdfa'\")", "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": "Fast-C to Python speed ratio: 2.96 : 1\nPandas to Fast-C speed ratio: 2.04 : 1\n" }, { "metadata": {}, "output_type": "display_data", "png": 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iohKIz1/64rY/QwCRvv5S+uyzBCYYWkRTn48WNQBQr7xc5nzdkycbljeWx4Oe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\nVkyePBnR0dEAgKqqKpw/fx5jx47t9rUbGxuRlpaGyspK2Nn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"text": "" } ], "prompt_number": 12 }, { "cell_type": "code", "collapsed": false, "input": "plot_case(n_floats=0, n_ints=0, n_strs=10, strip=False)", "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": "Fast-C to Python speed ratio: 3.60 : 1\nPandas to Fast-C speed ratio: 1.46 : 1\n" }, { "metadata": {}, "output_type": "display_data", "png": 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rKC4ulsr0zz//oKioCGZmZujTp4+0rsacl2HDhmHChAnQ1dWFpaUlevXq1WS5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\nFv4uKcFUW1ucYrGjGAyGCmCfqGpORnk5IpKT4Xb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"text": "" } ], "prompt_number": 13 }, { "cell_type": "code", "collapsed": false, "input": "plot_case(n_floats=0, n_ints=10, n_strs=0)", "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": "Fast-C to Python speed ratio: 12.05 : 1\nPandas to Fast-C speed ratio: 1.23 : 1\n" }, { "metadata": {}, "output_type": "display_data", "png": 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PT8f06dNhaGiIXr16wdXVtckvvA0bNkAoFMLe3h6jRo3CRx99BDc3N5mPTRZePG8N1bF4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\nh4DyJTksLeXm4K4ZCWVnxymLyZOB3r1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