mds.ipynb

{
 "cells": [
  {
   "metadata": {
    "collapsed": true,
    "trusted": true
   },
   "cell_type": "code",
   "source": "from metadatastore.api import *\nfrom metadatastore.odm_templates import *\nimport mongoengine\nfrom datetime import datetime\nimport time\nimport numpy as np\nfrom pprint import pprint\nfrom metadatastore.examples.sample_data.temperature_ramp import run\nimport time as ttime",
   "execution_count": 1,
   "outputs": []
  },
  {
   "metadata": {
    "collapsed": false,
    "trusted": true
   },
   "cell_type": "code",
   "source": "# seed the database with a ton of documents\nstart = ttime.time()\nfor _ in xrange(1000):\n    if _ % 25 == 0:\n        print('{}. {}s since start'.format(_, round(ttime.time()-start)))\n    run()",
   "execution_count": 2,
   "outputs": [
    {
     "output_type": "stream",
     "text": "0. 0.0s since start\n25. 4.0s since start\n50. 7.0s since start\n75. 11.0s since start\n100. 14.0s since start\n125. 18.0s since start\n150. 21.0s since start\n175. 25.0s since start\n200. 28.0s since start\n225. 32.0s since start\n250. 35.0s since start\n275. 39.0s since start\n300. 42.0s since start\n325. 46.0s since start\n350. 49.0s since start\n375. 53.0s since start\n400. 56.0s since start\n425. 60.0s since start\n450. 64.0s since start\n475. 67.0s since start\n500. 71.0s since start\n525. 75.0s since start\n550. 78.0s since start\n575. 82.0s since start\n600. 86.0s since start\n625. 90.0s since start\n650. 93.0s since start\n675. 97.0s since start\n700. 100.0s since start\n725. 104.0s since start\n750. 107.0s since start\n775. 111.0s since start\n800. 114.0s since start\n825. 118.0s since start\n850. 121.0s since start\n875. 125.0s since start\n900. 128.0s since start\n925. 132.0s since start\n950. 135.0s since start\n975. 139.0s since start\n",
     "name": "stdout"
    }
   ]
  },
  {
   "metadata": {
    "collapsed": true,
    "trusted": true
   },
   "cell_type": "code",
   "source": "rs, = find_last()",
   "execution_count": 3,
   "outputs": []
  },
  {
   "metadata": {
    "trusted": true,
    "collapsed": false
   },
   "cell_type": "code",
   "source": "rs.uid",
   "execution_count": 4,
   "outputs": [
    {
     "output_type": "execute_result",
     "data": {
      "text/plain": "u'b08c8609-fb96-447f-beea-5df72e16aaf5'"
     },
     "metadata": {},
     "execution_count": 4
    }
   ]
  },
  {
   "metadata": {
    "trusted": true,
    "collapsed": true
   },
   "cell_type": "code",
   "source": "uid = rs.uid",
   "execution_count": 5,
   "outputs": []
  },
  {
   "metadata": {
    "collapsed": false,
    "trusted": true
   },
   "cell_type": "code",
   "source": "%timeit RunStart.objects(__raw__={'uid':uid}).first()",
   "execution_count": 6,
   "outputs": [
    {
     "output_type": "stream",
     "text": "1000 loops, best of 3: 945 µs per loop\n",
     "name": "stdout"
    }
   ]
  },
  {
   "metadata": {
    "collapsed": false,
    "trusted": true
   },
   "cell_type": "code",
   "source": "%timeit RunStart.objects(uid=uid).first()",
   "execution_count": 7,
   "outputs": [
    {
     "output_type": "stream",
     "text": "1000 loops, best of 3: 968 µs per loop\n",
     "name": "stdout"
    }
   ]
  },
  {
   "metadata": {
    "collapsed": false,
    "trusted": true
   },
   "cell_type": "code",
   "source": "%timeit RunStart.objects(uid=uid)[0]",
   "execution_count": 8,
   "outputs": [
    {
     "output_type": "stream",
     "text": "1000 loops, best of 3: 903 µs per loop\n",
     "name": "stdout"
    }
   ]
  },
  {
   "metadata": {
    "collapsed": false,
    "trusted": true
   },
   "cell_type": "code",
   "source": "%timeit RunStart.objects(__raw__={'uid':uid})[0]",
   "execution_count": 9,
   "outputs": [
    {
     "output_type": "stream",
     "text": "1000 loops, best of 3: 891 µs per loop\n",
     "name": "stdout"
    }
   ]
  },
  {
   "metadata": {
    "collapsed": false,
    "trusted": true
   },
   "cell_type": "code",
   "source": "%timeit RunStart.objects(uid=uid).get()",
   "execution_count": 10,
   "outputs": [
    {
     "output_type": "stream",
     "text": "1000 loops, best of 3: 1.11 ms per loop\n",
     "name": "stdout"
    }
   ]
  },
  {
   "metadata": {
    "collapsed": false,
    "trusted": true
   },
   "cell_type": "code",
   "source": "%timeit RunStart.objects(__raw__={'uid':uid}).get()",
   "execution_count": 11,
   "outputs": [
    {
     "output_type": "stream",
     "text": "1000 loops, best of 3: 1.07 ms per loop\n",
     "name": "stdout"
    }
   ]
  },
  {
   "metadata": {
    "collapsed": true,
    "trusted": true
   },
   "cell_type": "code",
   "source": "",
   "execution_count": null,
   "outputs": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "name": "python2",
   "display_name": "Python 2",
   "language": "python"
  },
  "language_info": {
   "mimetype": "text/x-python",
   "nbconvert_exporter": "python",
   "name": "python",
   "pygments_lexer": "ipython2",
   "version": "2.7.9",
   "file_extension": ".py",
   "codemirror_mode": {
    "version": 2,
    "name": "ipython"
   }
  },
  "gist_id": "ca047302c2c1f1865415"
 },
 "nbformat": 4,
 "nbformat_minor": 0
}