emacs-ipython-notebook/Development Ideas.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {
    "ein.tags": "worksheet-0",
    "slideshow": {
     "slide_type": "-"
    }
   },
   "source": [
    "# Object Inspector"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "ein.tags": "worksheet-0",
    "slideshow": {
     "slide_type": "-"
    }
   },
   "source": [
    "Need to get python objects from strings. Is eval the best way?"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
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    "execute-time": [
     "2018-11-01T21:27:17.435516Z",
     "2018-11-01T21:27:17.469860Z"
    ],
    "slideshow": {
     "slide_type": "-"
    }
   },
   "outputs": [],
   "source": [
    "import inspect"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "autoscroll": false,
    "collapsed": false,
    "ein.hycell": false,
    "ein.tags": "worksheet-0",
    "execute-time": [
     "2018-11-01T21:33:50.033296Z",
     "2018-11-01T21:33:50.064574Z"
    ],
    "slideshow": {
     "slide_type": "-"
    }
   },
   "outputs": [],
   "source": [
    "import ein"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "autoscroll": false,
    "collapsed": false,
    "ein.hycell": false,
    "ein.tags": "worksheet-0",
    "slideshow": {
     "slide_type": "-"
    }
   },
   "outputs": [],
   "source": [
    "ein.pyto"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "autoscroll": false,
    "collapsed": false,
    "ein.hycell": false,
    "ein.tags": "worksheet-0",
    "execute-time": [
     "2018-11-01T21:33:55.629201Z",
     "2018-11-01T21:33:55.663747Z"
    ],
    "slideshow": {
     "slide_type": "-"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['CodeMagics',\n '__builtins__',\n '__cached__',\n '__doc__',\n '__file__',\n '__loader__',\n '__name__',\n '__package__',\n '__spec__',\n '_find_edit_target',\n '_find_edit_target_012',\n '_find_edit_target_013',\n '_find_edit_target_python',\n 'eval_hy_string',\n 'export_nb',\n 'find_source',\n 'print_object_info_for',\n 'run_docstring_examples',\n 'set_figure_size']"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dir(ein)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "autoscroll": false,
    "collapsed": false,
    "ein.hycell": false,
    "ein.tags": "worksheet-0",
    "execute-time": [
     "2018-11-01T21:34:15.247868Z",
     "2018-11-01T21:34:15.283595Z"
    ],
    "slideshow": {
     "slide_type": "-"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{\"type_name\": \"module\", \"base_class\": \"<class 'module'>\", \"string_form\": \"<module 'inspect' from 'C:\\\\\\\\Users\\\\\\\\mille\\\\\\\\Miniconda3\\\\\\\\lib\\\\\\\\inspect.py'>\", \"namespace\": null, \"length\": null, \"file\": \"c:\\\\users\\\\mille\\\\miniconda3\\\\lib\\\\inspect.py\", \"definition\": null, \"docstring\": \"Get useful information from live Python objects.\\n\\nThis module encapsulates the interface provided by the internal special\\nattributes (co_*, im_*, tb_*, etc.) in a friendlier fashion.\\nIt also provides some help for examining source code and class layout.\\n\\nHere are some of the useful functions provided by this module:\\n\\n    ismodule(), isclass(), ismethod(), isfunction(), isgeneratorfunction(),\\n        isgenerator(), istraceback(), isframe(), iscode(), isbuiltin(),\\n        isroutine() - check object types\\n    getmembers() - get members of an object that satisfy a given condition\\n\\n    getfile(), getsourcefile(), getsource() - find an object's source code\\n    getdoc(), getcomments() - get documentation on an object\\n    getmodule() - determine the module that an object came from\\n    getclasstree() - arrange classes so as to represent their hierarchy\\n\\n    getargvalues(), getcallargs() - get info about function arguments\\n    getfullargspec() - same, with support for Python 3 features\\n    formatargspec(), formatargvalues() - format an argument spec\\n    getouterframes(), getinnerframes() - get info about frames\\n    currentframe() - get the current stack frame\\n    stack(), trace() - get info about frames on the stack or in a traceback\\n\\n    signature() - get a Signature object for the callable\", \"source\": null, \"init_definition\": null, \"class_docstring\": null, \"init_docstring\": null, \"call_def\": null, \"call_docstring\": null, \"ismagic\": false, \"isalias\": false, \"isclass\": null, \"argspec\": null, \"found\": true, \"name\": \"\"}\n"
     ]
    }
   ],
   "source": [
    "__import__('ein').print_object_info_for(inspect)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "autoscroll": false,
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    "ein.tags": "worksheet-0",
    "slideshow": {
     "slide_type": "-"
    }
   },
   "outputs": [],
   "source": [
    "inspect.B"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "autoscroll": false,
    "collapsed": false,
    "ein.hycell": false,
    "ein.tags": "worksheet-0",
    "slideshow": {
     "slide_type": "-"
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   },
   "outputs": [],
   "source": [
    "a=10"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "autoscroll": false,
    "collapsed": false,
    "ein.hycell": false,
    "ein.tags": "worksheet-0",
    "slideshow": {
     "slide_type": "-"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'error': 'Object ax not found.', 'name': 'ax'}"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{\"name\": \"ax\", \"error\": \"Object ax not found.\"}\n"
     ]
    }
   ],
   "source": [
    "__import__('ein_inspector').generate_inspector_data('ax', globals(), locals())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "autoscroll": false,
    "collapsed": false,
    "ein.hycell": false,
    "ein.tags": "worksheet-0",
    "slideshow": {
     "slide_type": "-"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "module"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "mylst = [1, 2, 3]\n",
    "type(inspect)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "autoscroll": false,
    "collapsed": false,
    "ein.hycell": false,
    "ein.tags": "worksheet-0",
    "slideshow": {
     "slide_type": "-"
    }
   },
   "outputs": [
    {
     "ename": "TypeError",
     "evalue": "[1, 2, 3] is not a module, class, method, function, traceback, frame, or code object",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mTypeError\u001b[0m                                 Traceback (most recent call last)",
      "\u001b[0;32m<ipython-input-6-5ce9bb5a72b4>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0minspect\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mgetsourcefile\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mmylst\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[0;32mc:\\Users\\mille\\Miniconda3\\envs\\anaconda\\lib\\inspect.py\u001b[0m in \u001b[0;36mgetsourcefile\u001b[0;34m(object)\u001b[0m\n\u001b[1;32m    658\u001b[0m     \u001b[0mReturn\u001b[0m \u001b[1;32mNone\u001b[0m \u001b[1;32mif\u001b[0m \u001b[0mno\u001b[0m \u001b[0mway\u001b[0m \u001b[0mcan\u001b[0m \u001b[0mbe\u001b[0m \u001b[0midentified\u001b[0m \u001b[0mto\u001b[0m \u001b[0mget\u001b[0m \u001b[0mthe\u001b[0m \u001b[0msource\u001b[0m\u001b[1;33m.\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m    659\u001b[0m     \"\"\"\n\u001b[0;32m--> 660\u001b[0;31m     \u001b[0mfilename\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mgetfile\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mobject\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    661\u001b[0m     \u001b[0mall_bytecode_suffixes\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mimportlib\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mmachinery\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mDEBUG_BYTECODE_SUFFIXES\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m    662\u001b[0m     \u001b[0mall_bytecode_suffixes\u001b[0m \u001b[1;33m+=\u001b[0m \u001b[0mimportlib\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mmachinery\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mOPTIMIZED_BYTECODE_SUFFIXES\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[0;32mc:\\Users\\mille\\Miniconda3\\envs\\anaconda\\lib\\inspect.py\u001b[0m in \u001b[0;36mgetfile\u001b[0;34m(object)\u001b[0m\n\u001b[1;32m    623\u001b[0m         \u001b[1;32mreturn\u001b[0m \u001b[0mobject\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mco_filename\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m    624\u001b[0m     raise TypeError('{!r} is not a module, class, method, '\n\u001b[0;32m--> 625\u001b[0;31m                     'function, traceback, frame, or code object'.format(object))\n\u001b[0m\u001b[1;32m    626\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m    627\u001b[0m \u001b[0mModuleInfo\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mnamedtuple\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m'ModuleInfo'\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;34m'name suffix mode module_type'\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[0;31mTypeError\u001b[0m: [1, 2, 3] is not a module, class, method, function, traceback, frame, or code object"
     ]
    }
   ],
   "source": [
    "inspect.getsourcefile(mylst)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "autoscroll": false,
    "collapsed": false,
    "ein.hycell": false,
    "ein.tags": "worksheet-0",
    "slideshow": {
     "slide_type": "-"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<module 'inspect' from 'c:\\\\Users\\\\mille\\\\Anaconda3\\\\lib\\\\inspect.py'>"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "eval('inspect')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "autoscroll": false,
    "collapsed": false,
    "ein.hycell": false,
    "ein.tags": "worksheet-0",
    "slideshow": {
     "slide_type": "-"
    }
   },
   "outputs": [
    {
     "ename": "TypeError",
     "evalue": "10 is not a module, class, method, function, traceback, frame, or code object",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mTypeError\u001b[0m                                 Traceback (most recent call last)",
      "\u001b[0;32m<ipython-input-7-01e131c13b92>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0minspect\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mgetsource\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0ma\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[0;32mc:\\Users\\mille\\Anaconda3\\lib\\inspect.py\u001b[0m in \u001b[0;36mgetsource\u001b[0;34m(object)\u001b[0m\n\u001b[1;32m    942\u001b[0m     \u001b[1;32mor\u001b[0m \u001b[0mcode\u001b[0m \u001b[0mobject\u001b[0m\u001b[1;33m.\u001b[0m  \u001b[0mThe\u001b[0m \u001b[0msource\u001b[0m \u001b[0mcode\u001b[0m \u001b[1;32mis\u001b[0m \u001b[0mreturned\u001b[0m \u001b[1;32mas\u001b[0m \u001b[0ma\u001b[0m \u001b[0msingle\u001b[0m \u001b[0mstring\u001b[0m\u001b[1;33m.\u001b[0m  \u001b[0mAn\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m    943\u001b[0m     OSError is raised if the source code cannot be retrieved.\"\"\"\n\u001b[0;32m--> 944\u001b[0;31m     \u001b[0mlines\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mlnum\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mgetsourcelines\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mobject\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    945\u001b[0m     \u001b[1;32mreturn\u001b[0m \u001b[1;34m''\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mjoin\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mlines\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m    946\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[0;32mc:\\Users\\mille\\Anaconda3\\lib\\inspect.py\u001b[0m in \u001b[0;36mgetsourcelines\u001b[0;34m(object)\u001b[0m\n\u001b[1;32m    929\u001b[0m     raised if the source code cannot be retrieved.\"\"\"\n\u001b[1;32m    930\u001b[0m     \u001b[0mobject\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0munwrap\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mobject\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m--> 931\u001b[0;31m     \u001b[0mlines\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mlnum\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mfindsource\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mobject\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    932\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m    933\u001b[0m     \u001b[1;32mif\u001b[0m \u001b[0mismodule\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mobject\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[0;32mc:\\Users\\mille\\Anaconda3\\lib\\inspect.py\u001b[0m in \u001b[0;36mfindsource\u001b[0;34m(object)\u001b[0m\n\u001b[1;32m    742\u001b[0m     is raised if the source code cannot be retrieved.\"\"\"\n\u001b[1;32m    743\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m--> 744\u001b[0;31m     \u001b[0mfile\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mgetsourcefile\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mobject\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    745\u001b[0m     \u001b[1;32mif\u001b[0m \u001b[0mfile\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m    746\u001b[0m         \u001b[1;31m# Invalidate cache if needed.\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[0;32mc:\\Users\\mille\\Anaconda3\\lib\\inspect.py\u001b[0m in \u001b[0;36mgetsourcefile\u001b[0;34m(object)\u001b[0m\n\u001b[1;32m    658\u001b[0m     \u001b[0mReturn\u001b[0m \u001b[1;32mNone\u001b[0m \u001b[1;32mif\u001b[0m \u001b[0mno\u001b[0m \u001b[0mway\u001b[0m \u001b[0mcan\u001b[0m \u001b[0mbe\u001b[0m \u001b[0midentified\u001b[0m \u001b[0mto\u001b[0m \u001b[0mget\u001b[0m \u001b[0mthe\u001b[0m \u001b[0msource\u001b[0m\u001b[1;33m.\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m    659\u001b[0m     \"\"\"\n\u001b[0;32m--> 660\u001b[0;31m     \u001b[0mfilename\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mgetfile\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mobject\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    661\u001b[0m     \u001b[0mall_bytecode_suffixes\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mimportlib\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mmachinery\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mDEBUG_BYTECODE_SUFFIXES\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m    662\u001b[0m     \u001b[0mall_bytecode_suffixes\u001b[0m \u001b[1;33m+=\u001b[0m \u001b[0mimportlib\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mmachinery\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mOPTIMIZED_BYTECODE_SUFFIXES\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[0;32mc:\\Users\\mille\\Anaconda3\\lib\\inspect.py\u001b[0m in \u001b[0;36mgetfile\u001b[0;34m(object)\u001b[0m\n\u001b[1;32m    623\u001b[0m         \u001b[1;32mreturn\u001b[0m \u001b[0mobject\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mco_filename\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m    624\u001b[0m     raise TypeError('{!r} is not a module, class, method, '\n\u001b[0;32m--> 625\u001b[0;31m                     'function, traceback, frame, or code object'.format(object))\n\u001b[0m\u001b[1;32m    626\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m    627\u001b[0m \u001b[0mModuleInfo\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mnamedtuple\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m'ModuleInfo'\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;34m'name suffix mode module_type'\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[0;31mTypeError\u001b[0m: 10 is not a module, class, method, function, traceback, frame, or code object"
     ]
    }
   ],
   "source": [
    "inspect.getsource(a)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "autoscroll": false,
    "collapsed": false,
    "ein.hycell": false,
    "ein.tags": "worksheet-0",
    "slideshow": {
     "slide_type": "-"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "False"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "inspect.isbuiltin(a)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "autoscroll": false,
    "collapsed": false,
    "ein.hycell": false,
    "ein.tags": "worksheet-0",
    "slideshow": {
     "slide_type": "-"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAXYAAAD8CAYAAABjAo9vAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\netr7zfdhxjksIzRdsvk
      "text/plain": [
       "<matplotlib.figure.Figure at 0x2835e82b518>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "%matplotlib inline\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "ax = plt.plot(np.random.randn(1000), np.random.randn(1000), 'o', alpha=0.3)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "autoscroll": false,
    "collapsed": false,
    "ein.hycell": false,
    "ein.tags": "worksheet-0",
    "slideshow": {
     "slide_type": "-"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<matplotlib.lines.Line2D at 0x230960ff588>]"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ax"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "autoscroll": false,
    "collapsed": false,
    "ein.hycell": false,
    "ein.tags": "worksheet-0",
    "slideshow": {
     "slide_type": "-"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<matplotlib.lines.Line2D at 0x230960ff588>]"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "eval('ax')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "autoscroll": false,
    "collapsed": false,
    "ein.hycell": false,
    "ein.tags": "worksheet-0",
    "slideshow": {
     "slide_type": "-"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "\"list() -> new empty list\\nlist(iterable) -> new list initialized from iterable's items\""
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "inspect.getdoc(ax)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {
    "autoscroll": false,
    "collapsed": false,
    "ein.hycell": false,
    "ein.tags": "worksheet-0",
    "slideshow": {
     "slide_type": "-"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[('__abs__', <method-wrapper '__abs__' of int object at 0x00000000664B0310>),\n",
       " ('__add__', <method-wrapper '__add__' of int object at 0x00000000664B0310>),\n",
       " ('__and__', <method-wrapper '__and__' of int object at 0x00000000664B0310>),\n",
       " ('__bool__', <method-wrapper '__bool__' of int object at 0x00000000664B0310>),\n",
       " ('__ceil__', <function int.__ceil__>),\n",
       " ('__class__', int),\n",
       " ('__delattr__',\n",
       "  <method-wrapper '__delattr__' of int object at 0x00000000664B0310>),\n",
       " ('__dir__', <function int.__dir__>),\n",
       " ('__divmod__',\n",
       "  <method-wrapper '__divmod__' of int object at 0x00000000664B0310>),\n",
       " ('__doc__',\n",
       "  \"int(x=0) -> integer\\nint(x, base=10) -> integer\\n\\nConvert a number or string to an integer, or return 0 if no arguments\\nare given.  If x is a number, return x.__int__().  For floating point\\nnumbers, this truncates towards zero.\\n\\nIf x is not a number or if base is given, then x must be a string,\\nbytes, or bytearray instance representing an integer literal in the\\ngiven base.  The literal can be preceded by '+' or '-' and be surrounded\\nby whitespace.  The base defaults to 10.  Valid bases are 0 and 2-36.\\nBase 0 means to interpret the base from the string as an integer literal.\\n>>> int('0b100', base=0)\\n4\"),\n",
       " ('__eq__', <method-wrapper '__eq__' of int object at 0x00000000664B0310>),\n",
       " ('__float__',\n",
       "  <method-wrapper '__float__' of int object at 0x00000000664B0310>),\n",
       " ('__floor__', <function int.__floor__>),\n",
       " ('__floordiv__',\n",
       "  <method-wrapper '__floordiv__' of int object at 0x00000000664B0310>),\n",
       " ('__format__', <function int.__format__>),\n",
       " ('__ge__', <method-wrapper '__ge__' of int object at 0x00000000664B0310>),\n",
       " ('__getattribute__',\n",
       "  <method-wrapper '__getattribute__' of int object at 0x00000000664B0310>),\n",
       " ('__getnewargs__', <function int.__getnewargs__>),\n",
       " ('__gt__', <method-wrapper '__gt__' of int object at 0x00000000664B0310>),\n",
       " ('__hash__', <method-wrapper '__hash__' of int object at 0x00000000664B0310>),\n",
       " ('__index__',\n",
       "  <method-wrapper '__index__' of int object at 0x00000000664B0310>),\n",
       " ('__init__', <method-wrapper '__init__' of int object at 0x00000000664B0310>),\n",
       " ('__int__', <method-wrapper '__int__' of int object at 0x00000000664B0310>),\n",
       " ('__invert__',\n",
       "  <method-wrapper '__invert__' of int object at 0x00000000664B0310>),\n",
       " ('__le__', <method-wrapper '__le__' of int object at 0x00000000664B0310>),\n",
       " ('__lshift__',\n",
       "  <method-wrapper '__lshift__' of int object at 0x00000000664B0310>),\n",
       " ('__lt__', <method-wrapper '__lt__' of int object at 0x00000000664B0310>),\n",
       " ('__mod__', <method-wrapper '__mod__' of int object at 0x00000000664B0310>),\n",
       " ('__mul__', <method-wrapper '__mul__' of int object at 0x00000000664B0310>),\n",
       " ('__ne__', <method-wrapper '__ne__' of int object at 0x00000000664B0310>),\n",
       " ('__neg__', <method-wrapper '__neg__' of int object at 0x00000000664B0310>),\n",
       " ('__new__', <function int.__new__>),\n",
       " ('__or__', <method-wrapper '__or__' of int object at 0x00000000664B0310>),\n",
       " ('__pos__', <method-wrapper '__pos__' of int object at 0x00000000664B0310>),\n",
       " ('__pow__', <method-wrapper '__pow__' of int object at 0x00000000664B0310>),\n",
       " ('__radd__', <method-wrapper '__radd__' of int object at 0x00000000664B0310>),\n",
       " ('__rand__', <method-wrapper '__rand__' of int object at 0x00000000664B0310>),\n",
       " ('__rdivmod__',\n",
       "  <method-wrapper '__rdivmod__' of int object at 0x00000000664B0310>),\n",
       " ('__reduce__', <function int.__reduce__>),\n",
       " ('__reduce_ex__', <function int.__reduce_ex__>),\n",
       " ('__repr__', <method-wrapper '__repr__' of int object at 0x00000000664B0310>),\n",
       " ('__rfloordiv__',\n",
       "  <method-wrapper '__rfloordiv__' of int object at 0x00000000664B0310>),\n",
       " ('__rlshift__',\n",
       "  <method-wrapper '__rlshift__' of int object at 0x00000000664B0310>),\n",
       " ('__rmod__', <method-wrapper '__rmod__' of int object at 0x00000000664B0310>),\n",
       " ('__rmul__', <method-wrapper '__rmul__' of int object at 0x00000000664B0310>),\n",
       " ('__ror__', <method-wrapper '__ror__' of int object at 0x00000000664B0310>),\n",
       " ('__round__', <function int.__round__>),\n",
       " ('__rpow__', <method-wrapper '__rpow__' of int object at 0x00000000664B0310>),\n",
       " ('__rrshift__',\n",
       "  <method-wrapper '__rrshift__' of int object at 0x00000000664B0310>),\n",
       " ('__rshift__',\n",
       "  <method-wrapper '__rshift__' of int object at 0x00000000664B0310>),\n",
       " ('__rsub__', <method-wrapper '__rsub__' of int object at 0x00000000664B0310>),\n",
       " ('__rtruediv__',\n",
       "  <method-wrapper '__rtruediv__' of int object at 0x00000000664B0310>),\n",
       " ('__rxor__', <method-wrapper '__rxor__' of int object at 0x00000000664B0310>),\n",
       " ('__setattr__',\n",
       "  <method-wrapper '__setattr__' of int object at 0x00000000664B0310>),\n",
       " ('__sizeof__', <function int.__sizeof__>),\n",
       " ('__str__', <method-wrapper '__str__' of int object at 0x00000000664B0310>),\n",
       " ('__sub__', <method-wrapper '__sub__' of int object at 0x00000000664B0310>),\n",
       " ('__subclasshook__', <function int.__subclasshook__>),\n",
       " ('__truediv__',\n",
       "  <method-wrapper '__truediv__' of int object at 0x00000000664B0310>),\n",
       " ('__trunc__', <function int.__trunc__>),\n",
       " ('__xor__', <method-wrapper '__xor__' of int object at 0x00000000664B0310>),\n",
       " ('bit_length', <function int.bit_length>),\n",
       " ('conjugate', <function int.conjugate>),\n",
       " ('denominator', 1),\n",
       " ('from_bytes', <function int.from_bytes>),\n",
       " ('imag', 0),\n",
       " ('numerator', 10),\n",
       " ('real', 10),\n",
       " ('to_bytes', <function int.to_bytes>)]"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "inspect.getmembers(a)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "ein.tags": "worksheet-0",
    "slideshow": {
     "slide_type": "-"
    }
   },
   "source": [
    "# Adding Imenu Support"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "ein.tags": "worksheet-0",
    "slideshow": {
     "slide_type": "-"
    }
   },
   "source": [
    "## Subheader"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "ein.tags": "worksheet-0",
    "slideshow": {
     "slide_type": "-"
    }
   },
   "source": [
    "Seems to be a couple ways of doing this:\n",
    "\n",
    "1. Configuring a [imenu-generic-expression](http://emacswiki.org/emacs/ImenuMode#toc12) regex's.\n",
    "\n",
    "2. Redifining imenu-create-index ala python.el.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {
    "autoscroll": false,
    "collapsed": false,
    "ein.hycell": false,
    "ein.tags": "worksheet-0",
    "slideshow": {
     "slide_type": "-"
    }
   },
   "outputs": [],
   "source": [
    "def func():\n",
    "    pass\n",
    "\n",
    "\n",
    "class my_class(object):\n",
    "    def __init__(self):\n",
    "        pass\n",
    "\n",
    "\n",
    "class my_class(object):\n",
    "    def __init__(self):\n",
    "        pass\n",
    "\n",
    "    def funcme(arg1):\n",
    "        pass\n",
    "\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "ein.tags": "worksheet-0",
    "slideshow": {
     "slide_type": "-"
    }
   },
   "source": [
    "# Another Header"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "autoscroll": false,
    "collapsed": false,
    "ein.hycell": false,
    "ein.tags": "worksheet-0",
    "slideshow": {
     "slide_type": "-"
    }
   },
   "outputs": [
    {
     "ename": "ZeroDivisionError",
     "evalue": "division by zero",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mZeroDivisionError\u001b[0m                         Traceback (most recent call last)",
      "\u001b[1;32m<ipython-input-2-05c9758a9c21>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m()\u001b[0m\n\u001b[1;32m----> 1\u001b[1;33m \u001b[1;36m1\u001b[0m\u001b[1;33m/\u001b[0m\u001b[1;36m0\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[1;31mZeroDivisionError\u001b[0m: division by zero"
     ]
    }
   ],
   "source": [
    "1/0"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "autoscroll": false,
    "collapsed": false,
    "ein.hycell": false,
    "ein.tags": "worksheet-0",
    "slideshow": {
     "slide_type": "-"
    }
   },
   "outputs": [],
   "source": [
    "import inspect"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "autoscroll": false,
    "collapsed": false,
    "ein.hycell": false,
    "ein.tags": "worksheet-0",
    "slideshow": {
     "slide_type": "-"
    }
   },
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "autoscroll": false,
    "collapsed": false,
    "ein.hycell": false,
    "ein.tags": "worksheet-0",
    "slideshow": {
     "slide_type": "-"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "2"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "1+1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "autoscroll": false,
    "collapsed": false,
    "ein.hycell": false,
    "ein.tags": "worksheet-0",
    "slideshow": {
     "slide_type": "-"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<module 'inspect' from 'C:\\\\Users\\\\millejoh\\\\Miniconda3\\\\envs\\\\py34\\\\lib\\\\inspect.py'>"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "inspect"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 0,
   "metadata": {
    "autoscroll": false,
    "collapsed": false,
    "ein.hycell": false,
    "ein.tags": "worksheet-0",
    "slideshow": {
     "slide_type": "-"
    }
   },
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.4.3"
  },
  "name": "Development Ideas.ipynb"
 },
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}