Section 2 — Writing modules.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "ename": "ModuleNotFoundError",
     "evalue": "No module named 'mymod'",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mModuleNotFoundError\u001b[0m                       Traceback (most recent call last)",
      "Cell \u001b[1;32mIn[2], line 1\u001b[0m\n\u001b[1;32m----> 1\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mmymod\u001b[39;00m\n",
      "\u001b[1;31mModuleNotFoundError\u001b[0m: No module named 'mymod'"
     ]
    }
   ],
   "source": [
    "import mymod"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'c:\\\\Users\\\\dqthi\\\\OneDrive\\\\Coding_Journey\\\\CodeBreakThrough\\\\Beginner_Python_Programming_All-in-One_Tutorial_Series'"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "%pwd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "'ls' is not recognized as an internal or external command,\n",
      "operable program or batch file.\n"
     ]
    }
   ],
   "source": [
    "!ls mymod.py"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# why does my output does not display information about the file as the one showed in the video lecture? "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "import mymod"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<module 'mymod' from 'c:\\\\Users\\\\dqthi\\\\OneDrive\\\\Coding_Journey\\\\CodeBreakThrough\\\\Beginner_Python_Programming_All-in-One_Tutorial_Series\\\\mymod.py'>"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "mymod"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['__builtins__',\n",
       " '__cached__',\n",
       " '__doc__',\n",
       " '__file__',\n",
       " '__loader__',\n",
       " '__name__',\n",
       " '__package__',\n",
       " '__spec__']"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dir(mymod)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "# dunders => name that is special to python "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {
    "collapsed": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'__name__': 'builtins',\n",
       " '__doc__': \"Built-in functions, types, exceptions, and other objects.\\n\\nThis module provides direct access to all 'built-in'\\nidentifiers of Python; for example, builtins.len is\\nthe full name for the built-in function len().\\n\\nThis module is not normally accessed explicitly by most\\napplications, but can be useful in modules that provide\\nobjects with the same name as a built-in value, but in\\nwhich the built-in of that name is also needed.\",\n",
       " '__package__': '',\n",
       " '__loader__': _frozen_importlib.BuiltinImporter,\n",
       " '__spec__': ModuleSpec(name='builtins', loader=<class '_frozen_importlib.BuiltinImporter'>, origin='built-in'),\n",
       " '__build_class__': <function __build_class__>,\n",
       " '__import__': <function __import__(name, globals=None, locals=None, fromlist=(), level=0)>,\n",
       " 'abs': <function abs(x, /)>,\n",
       " 'all': <function all(iterable, /)>,\n",
       " 'any': <function any(iterable, /)>,\n",
       " 'ascii': <function ascii(obj, /)>,\n",
       " 'bin': <function bin(number, /)>,\n",
       " 'breakpoint': <function breakpoint>,\n",
       " 'callable': <function callable(obj, /)>,\n",
       " 'chr': <function chr(i, /)>,\n",
       " 'compile': <function compile(source, filename, mode, flags=0, dont_inherit=False, optimize=-1, *, _feature_version=-1)>,\n",
       " 'delattr': <function delattr(obj, name, /)>,\n",
       " 'dir': <function dir>,\n",
       " 'divmod': <function divmod(x, y, /)>,\n",
       " 'eval': <function eval(source, globals=None, locals=None, /)>,\n",
       " 'exec': <function exec(source, globals=None, locals=None, /, *, closure=None)>,\n",
       " 'format': <function format(value, format_spec='', /)>,\n",
       " 'getattr': <function getattr>,\n",
       " 'globals': <function globals()>,\n",
       " 'hasattr': <function hasattr(obj, name, /)>,\n",
       " 'hash': <function hash(obj, /)>,\n",
       " 'hex': <function hex(number, /)>,\n",
       " 'id': <function id(obj, /)>,\n",
       " 'input': <bound method Kernel.raw_input of <ipykernel.ipkernel.IPythonKernel object at 0x0000016B1B093D50>>,\n",
       " 'isinstance': <function isinstance(obj, class_or_tuple, /)>,\n",
       " 'issubclass': <function issubclass(cls, class_or_tuple, /)>,\n",
       " 'iter': <function iter>,\n",
       " 'aiter': <function aiter(async_iterable, /)>,\n",
       " 'len': <function len(obj, /)>,\n",
       " 'locals': <function locals()>,\n",
       " 'max': <function max>,\n",
       " 'min': <function min>,\n",
       " 'next': <function next>,\n",
       " 'anext': <function anext>,\n",
       " 'oct': <function oct(number, /)>,\n",
       " 'ord': <function ord(c, /)>,\n",
       " 'pow': <function pow(base, exp, mod=None)>,\n",
       " 'print': <function print(*args, sep=' ', end='\\n', file=None, flush=False)>,\n",
       " 'repr': <function repr(obj, /)>,\n",
       " 'round': <function round(number, ndigits=None)>,\n",
       " 'setattr': <function setattr(obj, name, value, /)>,\n",
       " 'sorted': <function sorted(iterable, /, *, key=None, reverse=False)>,\n",
       " 'sum': <function sum(iterable, /, start=0)>,\n",
       " 'vars': <function vars>,\n",
       " 'None': None,\n",
       " 'Ellipsis': Ellipsis,\n",
       " 'NotImplemented': NotImplemented,\n",
       " 'False': False,\n",
       " 'True': True,\n",
       " 'bool': bool,\n",
       " 'memoryview': memoryview,\n",
       " 'bytearray': bytearray,\n",
       " 'bytes': bytes,\n",
       " 'classmethod': classmethod,\n",
       " 'complex': complex,\n",
       " 'dict': dict,\n",
       " 'enumerate': enumerate,\n",
       " 'filter': filter,\n",
       " 'float': float,\n",
       " 'frozenset': frozenset,\n",
       " 'property': property,\n",
       " 'int': int,\n",
       " 'list': list,\n",
       " 'map': map,\n",
       " 'object': object,\n",
       " 'range': range,\n",
       " 'reversed': reversed,\n",
       " 'set': set,\n",
       " 'slice': slice,\n",
       " 'staticmethod': staticmethod,\n",
       " 'str': str,\n",
       " 'super': super,\n",
       " 'tuple': tuple,\n",
       " 'type': type,\n",
       " 'zip': zip,\n",
       " '__debug__': True,\n",
       " 'BaseException': BaseException,\n",
       " 'BaseExceptionGroup': BaseExceptionGroup,\n",
       " 'Exception': Exception,\n",
       " 'GeneratorExit': GeneratorExit,\n",
       " 'KeyboardInterrupt': KeyboardInterrupt,\n",
       " 'SystemExit': SystemExit,\n",
       " 'ArithmeticError': ArithmeticError,\n",
       " 'AssertionError': AssertionError,\n",
       " 'AttributeError': AttributeError,\n",
       " 'BufferError': BufferError,\n",
       " 'EOFError': EOFError,\n",
       " 'ImportError': ImportError,\n",
       " 'LookupError': LookupError,\n",
       " 'MemoryError': MemoryError,\n",
       " 'NameError': NameError,\n",
       " 'OSError': OSError,\n",
       " 'ReferenceError': ReferenceError,\n",
       " 'RuntimeError': RuntimeError,\n",
       " 'StopAsyncIteration': StopAsyncIteration,\n",
       " 'StopIteration': StopIteration,\n",
       " 'SyntaxError': SyntaxError,\n",
       " 'SystemError': SystemError,\n",
       " 'TypeError': TypeError,\n",
       " 'ValueError': ValueError,\n",
       " 'Warning': Warning,\n",
       " 'FloatingPointError': FloatingPointError,\n",
       " 'OverflowError': OverflowError,\n",
       " 'ZeroDivisionError': ZeroDivisionError,\n",
       " 'BytesWarning': BytesWarning,\n",
       " 'DeprecationWarning': DeprecationWarning,\n",
       " 'EncodingWarning': EncodingWarning,\n",
       " 'FutureWarning': FutureWarning,\n",
       " 'ImportWarning': ImportWarning,\n",
       " 'PendingDeprecationWarning': PendingDeprecationWarning,\n",
       " 'ResourceWarning': ResourceWarning,\n",
       " 'RuntimeWarning': RuntimeWarning,\n",
       " 'SyntaxWarning': SyntaxWarning,\n",
       " 'UnicodeWarning': UnicodeWarning,\n",
       " 'UserWarning': UserWarning,\n",
       " 'BlockingIOError': BlockingIOError,\n",
       " 'ChildProcessError': ChildProcessError,\n",
       " 'ConnectionError': ConnectionError,\n",
       " 'FileExistsError': FileExistsError,\n",
       " 'FileNotFoundError': FileNotFoundError,\n",
       " 'InterruptedError': InterruptedError,\n",
       " 'IsADirectoryError': IsADirectoryError,\n",
       " 'NotADirectoryError': NotADirectoryError,\n",
       " 'PermissionError': PermissionError,\n",
       " 'ProcessLookupError': ProcessLookupError,\n",
       " 'TimeoutError': TimeoutError,\n",
       " 'IndentationError': IndentationError,\n",
       " 'IndexError': IndexError,\n",
       " 'KeyError': KeyError,\n",
       " 'ModuleNotFoundError': ModuleNotFoundError,\n",
       " 'NotImplementedError': NotImplementedError,\n",
       " 'RecursionError': RecursionError,\n",
       " 'UnboundLocalError': UnboundLocalError,\n",
       " 'UnicodeError': UnicodeError,\n",
       " 'BrokenPipeError': BrokenPipeError,\n",
       " 'ConnectionAbortedError': ConnectionAbortedError,\n",
       " 'ConnectionRefusedError': ConnectionRefusedError,\n",
       " 'ConnectionResetError': ConnectionResetError,\n",
       " 'TabError': TabError,\n",
       " 'UnicodeDecodeError': UnicodeDecodeError,\n",
       " 'UnicodeEncodeError': UnicodeEncodeError,\n",
       " 'UnicodeTranslateError': UnicodeTranslateError,\n",
       " 'ExceptionGroup': ExceptionGroup,\n",
       " 'EnvironmentError': OSError,\n",
       " 'IOError': OSError,\n",
       " 'WindowsError': OSError,\n",
       " 'open': <function io.open(file, mode='r', buffering=-1, encoding=None, errors=None, newline=None, closefd=True, opener=None)>,\n",
       " 'copyright': Copyright (c) 2001-2023 Python Software Foundation.\n",
       " All Rights Reserved.\n",
       " \n",
       " Copyright (c) 2000 BeOpen.com.\n",
       " All Rights Reserved.\n",
       " \n",
       " Copyright (c) 1995-2001 Corporation for National Research Initiatives.\n",
       " All Rights Reserved.\n",
       " \n",
       " Copyright (c) 1991-1995 Stichting Mathematisch Centrum, Amsterdam.\n",
       " All Rights Reserved.,\n",
       " 'credits':     Thanks to CWI, CNRI, BeOpen.com, Zope Corporation and a cast of thousands\n",
       "     for supporting Python development.  See www.python.org for more information.,\n",
       " 'license': Type license() to see the full license text,\n",
       " 'help': Type help() for interactive help, or help(object) for help about object.,\n",
       " 'execfile': <function _pydev_bundle._pydev_execfile.execfile(file, glob=None, loc=None)>,\n",
       " 'runfile': <function _pydev_bundle.pydev_umd.runfile(filename, args=None, wdir=None, namespace=None)>,\n",
       " '__IPYTHON__': True,\n",
       " 'display': <function IPython.core.display_functions.display(*objs, include=None, exclude=None, metadata=None, transient=None, display_id=None, raw=False, clear=False, **kwargs)>,\n",
       " 'get_ipython': <bound method InteractiveShell.get_ipython of <ipykernel.zmqshell.ZMQInteractiveShell object at 0x0000016B1B093B10>>}"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "mymod.__builtins__ #  to answer the question => what is __builtins__"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'c:\\\\Users\\\\dqthi\\\\OneDrive\\\\Coding_Journey\\\\CodeBreakThrough\\\\Beginner_Python_Programming_All-in-One_Tutorial_Series\\\\mymod.py'"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "mymod.__file__"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [],
   "source": [
    "import random"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\random.py'"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "random.__file__"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [],
   "source": [
    "import sys"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "ename": "AttributeError",
     "evalue": "module 'sys' has no attribute '__file__'",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mAttributeError\u001b[0m                            Traceback (most recent call last)",
      "Cell \u001b[1;32mIn[22], line 1\u001b[0m\n\u001b[1;32m----> 1\u001b[0m \u001b[43msys\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[38;5;18;43m__file__\u001b[39;49m\n",
      "\u001b[1;31mAttributeError\u001b[0m: module 'sys' has no attribute '__file__'"
     ]
    }
   ],
   "source": [
    "sys.__file__"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'mymod'"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "mymod.__name__"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " Volume in drive C is OS\n",
      " Volume Serial Number is 7C87-B153\n",
      "\n",
      " Directory of c:\\Users\\dqthi\\OneDrive\\Coding_Journey\\CodeBreakThrough\\Beginner_Python_Programming_All-in-One_Tutorial_Series\n",
      "\n",
      "\n",
      " Directory of c:\\Users\\dqthi\\OneDrive\\Coding_Journey\\CodeBreakThrough\\Beginner_Python_Programming_All-in-One_Tutorial_Series\n",
      "\n",
      "08/15/2024  01:33 PM               113 mymod.py\n",
      "               1 File(s)            113 bytes\n",
      "               0 Dir(s)  44,892,819,456 bytes free\n"
     ]
    }
   ],
   "source": [
    "%ls -ld mymod.py"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [],
   "source": [
    "import mymod"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['__builtins__',\n",
       " '__cached__',\n",
       " '__doc__',\n",
       " '__file__',\n",
       " '__loader__',\n",
       " '__name__',\n",
       " '__package__',\n",
       " '__spec__']"
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dir(mymod)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "ename": "NameError",
     "evalue": "name 'reload' is not defined",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mNameError\u001b[0m                                 Traceback (most recent call last)",
      "Cell \u001b[1;32mIn[28], line 1\u001b[0m\n\u001b[1;32m----> 1\u001b[0m \u001b[43mreload\u001b[49m(mymod)\n",
      "\u001b[1;31mNameError\u001b[0m: name 'reload' is not defined"
     ]
    }
   ],
   "source": [
    "reload(mymod)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [],
   "source": [
    "from importlib import reload"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<module 'mymod' from 'c:\\\\Users\\\\dqthi\\\\OneDrive\\\\Coding_Journey\\\\CodeBreakThrough\\\\Beginner_Python_Programming_All-in-One_Tutorial_Series\\\\mymod.py'>"
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "reload(mymod)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['__builtins__',\n",
       " '__cached__',\n",
       " '__doc__',\n",
       " '__file__',\n",
       " '__loader__',\n",
       " '__name__',\n",
       " '__package__',\n",
       " '__spec__',\n",
       " 'hello',\n",
       " 'x',\n",
       " 'y',\n",
       " 'z']"
      ]
     },
     "execution_count": 31,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dir(mymod)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "100"
      ]
     },
     "execution_count": 33,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "mymod.x"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[10, 20, 30]"
      ]
     },
     "execution_count": 34,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "mymod.y"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'a': 1, 'b': 2, 'c': 3}"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "mymod.z"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "1"
      ]
     },
     "execution_count": 35,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "mymod.z['a']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'Hello, world!'"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "mymod.hello('world')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'mymod'"
      ]
     },
     "execution_count": 36,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "mymod.__name__"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [],
   "source": [
    "import sys  # how do python know that whether a module has been load or not?"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'3.11.9 (tags/v3.11.9:de54cf5, Apr  2 2024, 10:12:12) [MSC v.1938 64 bit (AMD64)]'"
      ]
     },
     "execution_count": 39,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sys.version"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'sys': <module 'sys' (built-in)>,\n",
       " 'builtins': <module 'builtins' (built-in)>,\n",
       " '_frozen_importlib': <module '_frozen_importlib' (frozen)>,\n",
       " '_imp': <module '_imp' (built-in)>,\n",
       " '_thread': <module '_thread' (built-in)>,\n",
       " '_warnings': <module '_warnings' (built-in)>,\n",
       " '_weakref': <module '_weakref' (built-in)>,\n",
       " 'winreg': <module 'winreg' (built-in)>,\n",
       " '_io': <module '_io' (built-in)>,\n",
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       " 'concurrent.futures': <module 'concurrent.futures' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\concurrent\\\\futures\\\\__init__.py'>,\n",
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       " '_socket': <module '_socket' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\DLLs\\\\_socket.pyd'>,\n",
       " 'select': <module 'select' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\DLLs\\\\select.pyd'>,\n",
       " 'selectors': <module 'selectors' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\selectors.py'>,\n",
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       " '_ssl': <module '_ssl' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\DLLs\\\\_ssl.pyd'>,\n",
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       " 'ssl': <module 'ssl' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\ssl.py'>,\n",
       " 'asyncio.constants': <module 'asyncio.constants' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\asyncio\\\\constants.py'>,\n",
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       " 'dis': <module 'dis' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\dis.py'>,\n",
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       " 'asyncio.coroutines': <module 'asyncio.coroutines' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\asyncio\\\\coroutines.py'>,\n",
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       " 'asyncio.format_helpers': <module 'asyncio.format_helpers' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\asyncio\\\\format_helpers.py'>,\n",
       " 'asyncio.base_futures': <module 'asyncio.base_futures' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\asyncio\\\\base_futures.py'>,\n",
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       " '_asyncio': <module '_asyncio' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\DLLs\\\\_asyncio.pyd'>,\n",
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       " 'asyncio.windows_utils': <module 'asyncio.windows_utils' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\asyncio\\\\windows_utils.py'>,\n",
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       " 'zmq._future': <module 'zmq._future' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\zmq\\\\_future.py'>,\n",
       " 'zmq.asyncio': <module 'zmq.asyncio' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\zmq\\\\asyncio.py'>,\n",
       " 'traitlets.utils': <module 'traitlets.utils' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\traitlets\\\\utils\\\\__init__.py'>,\n",
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       " 'traitlets.utils.getargspec': <module 'traitlets.utils.getargspec' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\traitlets\\\\utils\\\\getargspec.py'>,\n",
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       " 'traitlets._version': <module 'traitlets._version' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\traitlets\\\\_version.py'>,\n",
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       " 'traitlets': <module 'traitlets' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\traitlets\\\\__init__.py'>,\n",
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       " 'jupyter_core': <module 'jupyter_core' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jupyter_core\\\\__init__.py'>,\n",
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       " '_hashlib': <module '_hashlib' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\DLLs\\\\_hashlib.pyd'>,\n",
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       " 'dataclasses': <module 'dataclasses' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\dataclasses.py'>,\n",
       " 'pprint': <module 'pprint' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\pprint.py'>,\n",
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       " 'tornado': <module 'tornado' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\tornado\\\\__init__.py'>,\n",
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       " 'html.entities': <module 'html.entities' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\html\\\\entities.py'>,\n",
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       " 'tornado.speedups': <module 'tornado.speedups' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\tornado\\\\speedups.pyd'>,\n",
       " 'tornado.util': <module 'tornado.util' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\tornado\\\\util.py'>,\n",
       " 'tornado.escape': <module 'tornado.escape' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\tornado\\\\escape.py'>,\n",
       " 'colorama.ansi': <module 'colorama.ansi' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\colorama\\\\ansi.py'>,\n",
       " '_ctypes': <module '_ctypes' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\DLLs\\\\_ctypes.pyd'>,\n",
       " 'ctypes._endian': <module 'ctypes._endian' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\ctypes\\\\_endian.py'>,\n",
       " 'ctypes': <module 'ctypes' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\ctypes\\\\__init__.py'>,\n",
       " 'ctypes.wintypes': <module 'ctypes.wintypes' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\ctypes\\\\wintypes.py'>,\n",
       " 'colorama.win32': <module 'colorama.win32' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\colorama\\\\win32.py'>,\n",
       " 'colorama.winterm': <module 'colorama.winterm' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\colorama\\\\winterm.py'>,\n",
       " 'colorama.ansitowin32': <module 'colorama.ansitowin32' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\colorama\\\\ansitowin32.py'>,\n",
       " 'colorama.initialise': <module 'colorama.initialise' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\colorama\\\\initialise.py'>,\n",
       " 'colorama': <module 'colorama' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\colorama\\\\__init__.py'>,\n",
       " 'tornado.log': <module 'tornado.log' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\tornado\\\\log.py'>,\n",
       " 'tornado.concurrent': <module 'tornado.concurrent' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\tornado\\\\concurrent.py'>,\n",
       " 'tornado.ioloop': <module 'tornado.ioloop' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\tornado\\\\ioloop.py'>,\n",
       " 'socketserver': <module 'socketserver' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\socketserver.py'>,\n",
       " 'logging.config': <module 'logging.config' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\logging\\\\config.py'>,\n",
       " 'traitlets.utils.text': <module 'traitlets.utils.text' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\traitlets\\\\utils\\\\text.py'>,\n",
       " 'gettext': <module 'gettext' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\gettext.py'>,\n",
       " 'argparse': <module 'argparse' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\argparse.py'>,\n",
       " 'traitlets.config.loader': <module 'traitlets.config.loader' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\traitlets\\\\config\\\\loader.py'>,\n",
       " 'traitlets.config.configurable': <module 'traitlets.config.configurable' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\traitlets\\\\config\\\\configurable.py'>,\n",
       " 'traitlets.utils.nested_update': <module 'traitlets.utils.nested_update' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\traitlets\\\\utils\\\\nested_update.py'>,\n",
       " 'traitlets.config.application': <module 'traitlets.config.application' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\traitlets\\\\config\\\\application.py'>,\n",
       " 'traitlets.config': <module 'traitlets.config' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\traitlets\\\\config\\\\__init__.py'>,\n",
       " 'traitlets.log': <module 'traitlets.log' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\traitlets\\\\log.py'>,\n",
       " 'zmq.eventloop': <module 'zmq.eventloop' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\zmq\\\\eventloop\\\\__init__.py'>,\n",
       " 'zmq.eventloop.zmqstream': <module 'zmq.eventloop.zmqstream' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\zmq\\\\eventloop\\\\zmqstream.py'>,\n",
       " 'jupyter_client.adapter': <module 'jupyter_client.adapter' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jupyter_client\\\\adapter.py'>,\n",
       " 'dateutil._version': <module 'dateutil._version' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\dateutil\\\\_version.py'>,\n",
       " 'dateutil': <module 'dateutil' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\dateutil\\\\__init__.py'>,\n",
       " 'calendar': <module 'calendar' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\calendar.py'>,\n",
       " 'six': <module 'six' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\six.py'>,\n",
       " '_decimal': <module '_decimal' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\DLLs\\\\_decimal.pyd'>,\n",
       " 'decimal': <module 'decimal' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\decimal.py'>,\n",
       " 'dateutil._common': <module 'dateutil._common' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\dateutil\\\\_common.py'>,\n",
       " 'dateutil.relativedelta': <module 'dateutil.relativedelta' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\dateutil\\\\relativedelta.py'>,\n",
       " 'six.moves': <module 'six.moves' (<six._SixMetaPathImporter object at 0x0000016B17F64890>)>,\n",
       " 'dateutil.tz._common': <module 'dateutil.tz._common' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\dateutil\\\\tz\\\\_common.py'>,\n",
       " 'dateutil.tz._factories': <module 'dateutil.tz._factories' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\dateutil\\\\tz\\\\_factories.py'>,\n",
       " 'dateutil.tz.win': <module 'dateutil.tz.win' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\dateutil\\\\tz\\\\win.py'>,\n",
       " 'dateutil.tz.tz': <module 'dateutil.tz.tz' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\dateutil\\\\tz\\\\tz.py'>,\n",
       " 'dateutil.tz': <module 'dateutil.tz' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\dateutil\\\\tz\\\\__init__.py'>,\n",
       " 'dateutil.parser._parser': <module 'dateutil.parser._parser' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\dateutil\\\\parser\\\\_parser.py'>,\n",
       " 'dateutil.parser.isoparser': <module 'dateutil.parser.isoparser' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\dateutil\\\\parser\\\\isoparser.py'>,\n",
       " 'dateutil.parser': <module 'dateutil.parser' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\dateutil\\\\parser\\\\__init__.py'>,\n",
       " '_strptime': <module '_strptime' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\_strptime.py'>,\n",
       " 'jupyter_client.jsonutil': <module 'jupyter_client.jsonutil' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jupyter_client\\\\jsonutil.py'>,\n",
       " 'jupyter_client.session': <module 'jupyter_client.session' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jupyter_client\\\\session.py'>,\n",
       " 'jupyter_client.channels': <module 'jupyter_client.channels' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jupyter_client\\\\channels.py'>,\n",
       " 'getpass': <module 'getpass' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\getpass.py'>,\n",
       " 'jupyter_client.clientabc': <module 'jupyter_client.clientabc' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jupyter_client\\\\clientabc.py'>,\n",
       " 'glob': <module 'glob' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\glob.py'>,\n",
       " 'platformdirs.api': <module 'platformdirs.api' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\platformdirs\\\\api.py'>,\n",
       " 'platformdirs.version': <module 'platformdirs.version' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\platformdirs\\\\version.py'>,\n",
       " 'platformdirs.windows': <module 'platformdirs.windows' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\platformdirs\\\\windows.py'>,\n",
       " 'platformdirs': <module 'platformdirs' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\platformdirs\\\\__init__.py'>,\n",
       " 'jupyter_core.paths': <module 'jupyter_core.paths' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jupyter_core\\\\paths.py'>,\n",
       " 'jupyter_client.localinterfaces': <module 'jupyter_client.localinterfaces' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jupyter_client\\\\localinterfaces.py'>,\n",
       " 'jupyter_client.utils': <module 'jupyter_client.utils' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jupyter_client\\\\utils.py'>,\n",
       " 'jupyter_client.connect': <module 'jupyter_client.connect' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jupyter_client\\\\connect.py'>,\n",
       " 'jupyter_client.client': <module 'jupyter_client.client' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jupyter_client\\\\client.py'>,\n",
       " 'jupyter_client.asynchronous.client': <module 'jupyter_client.asynchronous.client' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jupyter_client\\\\asynchronous\\\\client.py'>,\n",
       " 'jupyter_client.asynchronous': <module 'jupyter_client.asynchronous' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jupyter_client\\\\asynchronous\\\\__init__.py'>,\n",
       " 'jupyter_client.blocking.client': <module 'jupyter_client.blocking.client' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jupyter_client\\\\blocking\\\\client.py'>,\n",
       " 'jupyter_client.blocking': <module 'jupyter_client.blocking' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jupyter_client\\\\blocking\\\\__init__.py'>,\n",
       " 'jupyter_client.launcher': <module 'jupyter_client.launcher' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jupyter_client\\\\launcher.py'>,\n",
       " '_uuid': <module '_uuid' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\DLLs\\\\_uuid.pyd'>,\n",
       " 'uuid': <module 'uuid' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\uuid.py'>,\n",
       " '_csv': <module '_csv' (built-in)>,\n",
       " 'csv': <module 'csv' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\csv.py'>,\n",
       " 'email': <module 'email' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\email\\\\__init__.py'>,\n",
       " 'zipfile': <module 'zipfile' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\zipfile.py'>,\n",
       " 'quopri': <module 'quopri' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\quopri.py'>,\n",
       " 'email._parseaddr': <module 'email._parseaddr' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\email\\\\_parseaddr.py'>,\n",
       " 'email.base64mime': <module 'email.base64mime' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\email\\\\base64mime.py'>,\n",
       " 'email.quoprimime': <module 'email.quoprimime' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\email\\\\quoprimime.py'>,\n",
       " 'email.errors': <module 'email.errors' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\email\\\\errors.py'>,\n",
       " 'email.encoders': <module 'email.encoders' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\email\\\\encoders.py'>,\n",
       " 'email.charset': <module 'email.charset' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\email\\\\charset.py'>,\n",
       " 'email.utils': <module 'email.utils' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\email\\\\utils.py'>,\n",
       " 'email.header': <module 'email.header' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\email\\\\header.py'>,\n",
       " 'email._policybase': <module 'email._policybase' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\email\\\\_policybase.py'>,\n",
       " 'email._encoded_words': <module 'email._encoded_words' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\email\\\\_encoded_words.py'>,\n",
       " 'email.iterators': <module 'email.iterators' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\email\\\\iterators.py'>,\n",
       " 'email.message': <module 'email.message' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\email\\\\message.py'>,\n",
       " 'importlib.metadata._functools': <module 'importlib.metadata._functools' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\importlib\\\\metadata\\\\_functools.py'>,\n",
       " 'importlib.metadata._text': <module 'importlib.metadata._text' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\importlib\\\\metadata\\\\_text.py'>,\n",
       " 'importlib.metadata._adapters': <module 'importlib.metadata._adapters' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\importlib\\\\metadata\\\\_adapters.py'>,\n",
       " 'importlib.metadata._meta': <module 'importlib.metadata._meta' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\importlib\\\\metadata\\\\_meta.py'>,\n",
       " 'importlib.metadata._collections': <module 'importlib.metadata._collections' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\importlib\\\\metadata\\\\_collections.py'>,\n",
       " 'importlib.metadata._itertools': <module 'importlib.metadata._itertools' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\importlib\\\\metadata\\\\_itertools.py'>,\n",
       " 'importlib.resources.abc': <module 'importlib.resources.abc' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\importlib\\\\resources\\\\abc.py'>,\n",
       " 'importlib.resources._adapters': <module 'importlib.resources._adapters' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\importlib\\\\resources\\\\_adapters.py'>,\n",
       " 'importlib.resources._common': <module 'importlib.resources._common' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\importlib\\\\resources\\\\_common.py'>,\n",
       " 'importlib.resources._legacy': <module 'importlib.resources._legacy' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\importlib\\\\resources\\\\_legacy.py'>,\n",
       " 'importlib.resources': <module 'importlib.resources' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\importlib\\\\resources\\\\__init__.py'>,\n",
       " 'importlib.abc': <module 'importlib.abc' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\importlib\\\\abc.py'>,\n",
       " 'importlib.metadata': <module 'importlib.metadata' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\importlib\\\\metadata\\\\__init__.py'>,\n",
       " 'jupyter_client.provisioning.provisioner_base': <module 'jupyter_client.provisioning.provisioner_base' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jupyter_client\\\\provisioning\\\\provisioner_base.py'>,\n",
       " 'jupyter_client.provisioning.factory': <module 'jupyter_client.provisioning.factory' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jupyter_client\\\\provisioning\\\\factory.py'>,\n",
       " 'jupyter_client.provisioning.local_provisioner': <module 'jupyter_client.provisioning.local_provisioner' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jupyter_client\\\\provisioning\\\\local_provisioner.py'>,\n",
       " 'jupyter_client.provisioning': <module 'jupyter_client.provisioning' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jupyter_client\\\\provisioning\\\\__init__.py'>,\n",
       " 'jupyter_client.kernelspec': <module 'jupyter_client.kernelspec' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jupyter_client\\\\kernelspec.py'>,\n",
       " 'jupyter_client.managerabc': <module 'jupyter_client.managerabc' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jupyter_client\\\\managerabc.py'>,\n",
       " 'jupyter_client.manager': <module 'jupyter_client.manager' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jupyter_client\\\\manager.py'>,\n",
       " 'jupyter_client.multikernelmanager': <module 'jupyter_client.multikernelmanager' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jupyter_client\\\\multikernelmanager.py'>,\n",
       " 'jupyter_client': <module 'jupyter_client' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jupyter_client\\\\__init__.py'>,\n",
       " 'ipykernel.connect': <module 'ipykernel.connect' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\ipykernel\\\\connect.py'>,\n",
       " 'ipykernel': <module 'ipykernel' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\ipykernel\\\\__init__.py'>,\n",
       " 'IPython.core': <module 'IPython.core' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\core\\\\__init__.py'>,\n",
       " 'IPython.core.getipython': <module 'IPython.core.getipython' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\core\\\\getipython.py'>,\n",
       " 'IPython.core.release': <module 'IPython.core.release' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\core\\\\release.py'>,\n",
       " 'pkgutil': <module 'pkgutil' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\pkgutil.py'>,\n",
       " 'sysconfig': <module 'sysconfig' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\sysconfig.py'>,\n",
       " 'pydoc': <module 'pydoc' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\pydoc.py'>,\n",
       " 'executing._exceptions': <module 'executing._exceptions' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\executing\\\\_exceptions.py'>,\n",
       " 'executing._position_node_finder': <module 'executing._position_node_finder' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\executing\\\\_position_node_finder.py'>,\n",
       " 'executing.executing': <module 'executing.executing' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\executing\\\\executing.py'>,\n",
       " 'executing.version': <module 'executing.version' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\executing\\\\version.py'>,\n",
       " 'executing': <module 'executing' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\executing\\\\__init__.py'>,\n",
       " 'asttokens.line_numbers': <module 'asttokens.line_numbers' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\asttokens\\\\line_numbers.py'>,\n",
       " 'asttokens.util': <module 'asttokens.util' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\asttokens\\\\util.py'>,\n",
       " 'asttokens.asttokens': <module 'asttokens.asttokens' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\asttokens\\\\asttokens.py'>,\n",
       " 'asttokens': <module 'asttokens' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\asttokens\\\\__init__.py'>,\n",
       " 'fractions': <module 'fractions' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\fractions.py'>,\n",
       " 'pure_eval.utils': <module 'pure_eval.utils' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\pure_eval\\\\utils.py'>,\n",
       " 'pure_eval.my_getattr_static': <module 'pure_eval.my_getattr_static' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\pure_eval\\\\my_getattr_static.py'>,\n",
       " 'pure_eval.core': <module 'pure_eval.core' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\pure_eval\\\\core.py'>,\n",
       " 'pure_eval.version': <module 'pure_eval.version' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\pure_eval\\\\version.py'>,\n",
       " 'pure_eval': <module 'pure_eval' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\pure_eval\\\\__init__.py'>,\n",
       " 'stack_data.utils': <module 'stack_data.utils' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\stack_data\\\\utils.py'>,\n",
       " 'stack_data.core': <module 'stack_data.core' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\stack_data\\\\core.py'>,\n",
       " 'stack_data.formatting': <module 'stack_data.formatting' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\stack_data\\\\formatting.py'>,\n",
       " 'stack_data.serializing': <module 'stack_data.serializing' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\stack_data\\\\serializing.py'>,\n",
       " 'stack_data.version': <module 'stack_data.version' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\stack_data\\\\version.py'>,\n",
       " 'stack_data': <module 'stack_data' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\stack_data\\\\__init__.py'>,\n",
       " 'pygments': <module 'pygments' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\pygments\\\\__init__.py'>,\n",
       " 'pygments.formatters._mapping': <module 'pygments.formatters._mapping' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\pygments\\\\formatters\\\\_mapping.py'>,\n",
       " 'pygments.plugin': <module 'pygments.plugin' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\pygments\\\\plugin.py'>,\n",
       " 'pygments.util': <module 'pygments.util' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\pygments\\\\util.py'>,\n",
       " 'pygments.formatters': <module 'pygments.formatters' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\pygments\\\\formatters\\\\__init__.py'>,\n",
       " 'pygments.styles._mapping': <module 'pygments.styles._mapping' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\pygments\\\\styles\\\\_mapping.py'>,\n",
       " 'pygments.styles': <module 'pygments.styles' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\pygments\\\\styles\\\\__init__.py'>,\n",
       " 'pygments.formatter': <module 'pygments.formatter' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\pygments\\\\formatter.py'>,\n",
       " 'pygments.console': <module 'pygments.console' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\pygments\\\\console.py'>,\n",
       " 'pygments.token': <module 'pygments.token' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\pygments\\\\token.py'>,\n",
       " 'pygments.style': <module 'pygments.style' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\pygments\\\\style.py'>,\n",
       " 'pygments.formatters.terminal256': <module 'pygments.formatters.terminal256' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\pygments\\\\formatters\\\\terminal256.py'>,\n",
       " 'IPython.utils': <module 'IPython.utils' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\utils\\\\__init__.py'>,\n",
       " 'IPython.utils.colorable': <module 'IPython.utils.colorable' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\utils\\\\colorable.py'>,\n",
       " 'IPython.utils.ipstruct': <module 'IPython.utils.ipstruct' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\utils\\\\ipstruct.py'>,\n",
       " 'IPython.utils.coloransi': <module 'IPython.utils.coloransi' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\utils\\\\coloransi.py'>,\n",
       " 'IPython.utils.PyColorize': <module 'IPython.utils.PyColorize' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\utils\\\\PyColorize.py'>,\n",
       " 'IPython.utils.encoding': <module 'IPython.utils.encoding' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\utils\\\\encoding.py'>,\n",
       " 'IPython.utils.py3compat': <module 'IPython.utils.py3compat' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\utils\\\\py3compat.py'>,\n",
       " 'IPython.core.excolors': <module 'IPython.core.excolors' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\core\\\\excolors.py'>,\n",
       " 'cmd': <module 'cmd' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\cmd.py'>,\n",
       " 'bdb': <module 'bdb' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\bdb.py'>,\n",
       " 'codeop': <module 'codeop' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\codeop.py'>,\n",
       " 'code': <module 'code' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\code.py'>,\n",
       " 'pdb': <module 'pdb' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\pdb.py'>,\n",
       " 'IPython.core.debugger': <module 'IPython.core.debugger' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\core\\\\debugger.py'>,\n",
       " 'IPython.core.display_trap': <module 'IPython.core.display_trap' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\core\\\\display_trap.py'>,\n",
       " 'shlex': <module 'shlex' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\shlex.py'>,\n",
       " 'IPython.utils._process_common': <module 'IPython.utils._process_common' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\utils\\\\_process_common.py'>,\n",
       " 'IPython.utils._process_win32': <module 'IPython.utils._process_win32' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\utils\\\\_process_win32.py'>,\n",
       " 'IPython.utils.process': <module 'IPython.utils.process' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\utils\\\\process.py'>,\n",
       " 'IPython.utils.path': <module 'IPython.utils.path' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\utils\\\\path.py'>,\n",
       " 'IPython.utils.terminal': <module 'IPython.utils.terminal' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\utils\\\\terminal.py'>,\n",
       " 'IPython.core.ultratb': <module 'IPython.core.ultratb' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\core\\\\ultratb.py'>,\n",
       " 'IPython.utils._sysinfo': <module 'IPython.utils._sysinfo' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\utils\\\\_sysinfo.py'>,\n",
       " 'IPython.utils.sysinfo': <module 'IPython.utils.sysinfo' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\utils\\\\sysinfo.py'>,\n",
       " 'IPython.core.crashhandler': <module 'IPython.core.crashhandler' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\core\\\\crashhandler.py'>,\n",
       " 'IPython.utils.importstring': <module 'IPython.utils.importstring' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\utils\\\\importstring.py'>,\n",
       " 'IPython.paths': <module 'IPython.paths' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\paths.py'>,\n",
       " 'IPython.core.profiledir': <module 'IPython.core.profiledir' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\core\\\\profiledir.py'>,\n",
       " 'IPython.core.application': <module 'IPython.core.application' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\core\\\\application.py'>,\n",
       " 'IPython.terminal': <module 'IPython.terminal' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\terminal\\\\__init__.py'>,\n",
       " 'IPython.core.compilerop': <module 'IPython.core.compilerop' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\core\\\\compilerop.py'>,\n",
       " 'IPython.core.error': <module 'IPython.core.error' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\core\\\\error.py'>,\n",
       " 'IPython.utils.docs': <module 'IPython.utils.docs' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\utils\\\\docs.py'>,\n",
       " 'IPython.utils.decorators': <module 'IPython.utils.decorators' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\utils\\\\decorators.py'>,\n",
       " 'IPython.utils.text': <module 'IPython.utils.text' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\utils\\\\text.py'>,\n",
       " 'IPython.core.magic_arguments': <module 'IPython.core.magic_arguments' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\core\\\\magic_arguments.py'>,\n",
       " 'getopt': <module 'getopt' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\getopt.py'>,\n",
       " 'IPython.core.display_functions': <module 'IPython.core.display_functions' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\core\\\\display_functions.py'>,\n",
       " 'mimetypes': <module 'mimetypes' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\mimetypes.py'>,\n",
       " 'IPython.testing': <module 'IPython.testing' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\testing\\\\__init__.py'>,\n",
       " 'IPython.testing.skipdoctest': <module 'IPython.testing.skipdoctest' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\testing\\\\skipdoctest.py'>,\n",
       " 'IPython.core.display': <module 'IPython.core.display' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\core\\\\display.py'>,\n",
       " 'IPython.lib': <module 'IPython.lib' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\lib\\\\__init__.py'>,\n",
       " 'IPython.lib.display': <module 'IPython.lib.display' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\lib\\\\display.py'>,\n",
       " 'IPython.display': <module 'IPython.display' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\display.py'>,\n",
       " 'IPython.utils.data': <module 'IPython.utils.data' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\utils\\\\data.py'>,\n",
       " 'IPython.core.page': <module 'IPython.core.page' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\core\\\\page.py'>,\n",
       " 'IPython.lib.pretty': <module 'IPython.lib.pretty' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\lib\\\\pretty.py'>,\n",
       " 'IPython.utils.openpy': <module 'IPython.utils.openpy' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\utils\\\\openpy.py'>,\n",
       " 'IPython.utils.dir2': <module 'IPython.utils.dir2' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\utils\\\\dir2.py'>,\n",
       " 'IPython.utils.wildcard': <module 'IPython.utils.wildcard' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\utils\\\\wildcard.py'>,\n",
       " 'pygments.lexers._mapping': <module 'pygments.lexers._mapping' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\pygments\\\\lexers\\\\_mapping.py'>,\n",
       " 'pygments.modeline': <module 'pygments.modeline' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\pygments\\\\modeline.py'>,\n",
       " 'pygments.lexers': <module 'pygments.lexers' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\pygments\\\\lexers\\\\__init__.py'>,\n",
       " 'pygments.filter': <module 'pygments.filter' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\pygments\\\\filter.py'>,\n",
       " 'pygments.filters': <module 'pygments.filters' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\pygments\\\\filters\\\\__init__.py'>,\n",
       " 'pygments.regexopt': <module 'pygments.regexopt' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\pygments\\\\regexopt.py'>,\n",
       " 'pygments.lexer': <module 'pygments.lexer' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\pygments\\\\lexer.py'>,\n",
       " 'pygments.unistring': <module 'pygments.unistring' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\pygments\\\\unistring.py'>,\n",
       " 'pygments.lexers.python': <module 'pygments.lexers.python' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\pygments\\\\lexers\\\\python.py'>,\n",
       " 'pygments.formatters.html': <module 'pygments.formatters.html' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\pygments\\\\formatters\\\\html.py'>,\n",
       " 'IPython.core.oinspect': <module 'IPython.core.oinspect' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\core\\\\oinspect.py'>,\n",
       " 'IPython.core.inputtransformer2': <module 'IPython.core.inputtransformer2' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\core\\\\inputtransformer2.py'>,\n",
       " 'IPython.core.magic': <module 'IPython.core.magic' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\core\\\\magic.py'>,\n",
       " 'pickleshare': <module 'pickleshare' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\pickleshare.py'>,\n",
       " 'IPython.core.hooks': <module 'IPython.core.hooks' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\core\\\\hooks.py'>,\n",
       " 'IPython.core.autocall': <module 'IPython.core.autocall' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\core\\\\autocall.py'>,\n",
       " 'IPython.core.macro': <module 'IPython.core.macro' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\core\\\\macro.py'>,\n",
       " 'IPython.core.splitinput': <module 'IPython.core.splitinput' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\core\\\\splitinput.py'>,\n",
       " 'IPython.core.prefilter': <module 'IPython.core.prefilter' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\core\\\\prefilter.py'>,\n",
       " 'IPython.core.alias': <module 'IPython.core.alias' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\core\\\\alias.py'>,\n",
       " 'IPython.core.builtin_trap': <module 'IPython.core.builtin_trap' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\core\\\\builtin_trap.py'>,\n",
       " 'IPython.core.displayhook': <module 'IPython.core.displayhook' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\core\\\\displayhook.py'>,\n",
       " 'IPython.core.displaypub': <module 'IPython.core.displaypub' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\core\\\\displaypub.py'>,\n",
       " 'backcall.backcall': <module 'backcall.backcall' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\backcall\\\\backcall.py'>,\n",
       " 'backcall': <module 'backcall' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\backcall\\\\__init__.py'>,\n",
       " 'IPython.core.events': <module 'IPython.core.events' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\core\\\\events.py'>,\n",
       " 'IPython.core.extensions': <module 'IPython.core.extensions' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\core\\\\extensions.py'>,\n",
       " 'decorator': <module 'decorator' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\decorator.py'>,\n",
       " 'IPython.utils.sentinel': <module 'IPython.utils.sentinel' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\utils\\\\sentinel.py'>,\n",
       " 'IPython.core.formatters': <module 'IPython.core.formatters' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\core\\\\formatters.py'>,\n",
       " '_sqlite3': <module '_sqlite3' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\DLLs\\\\_sqlite3.pyd'>,\n",
       " 'sqlite3.dbapi2': <module 'sqlite3.dbapi2' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\sqlite3\\\\dbapi2.py'>,\n",
       " 'sqlite3': <module 'sqlite3' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\sqlite3\\\\__init__.py'>,\n",
       " 'IPython.core.history': <module 'IPython.core.history' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\core\\\\history.py'>,\n",
       " 'IPython.core.logger': <module 'IPython.core.logger' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\core\\\\logger.py'>,\n",
       " 'IPython.core.payload': <module 'IPython.core.payload' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\core\\\\payload.py'>,\n",
       " 'IPython.core.usage': <module 'IPython.core.usage' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\core\\\\usage.py'>,\n",
       " 'IPython.utils.capture': <module 'IPython.utils.capture' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\utils\\\\capture.py'>,\n",
       " 'IPython.utils.io': <module 'IPython.utils.io' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\utils\\\\io.py'>,\n",
       " 'IPython.utils.strdispatch': <module 'IPython.utils.strdispatch' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\utils\\\\strdispatch.py'>,\n",
       " 'IPython.utils.syspathcontext': <module 'IPython.utils.syspathcontext' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\utils\\\\syspathcontext.py'>,\n",
       " 'IPython.core.async_helpers': <module 'IPython.core.async_helpers' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\core\\\\async_helpers.py'>,\n",
       " 'IPython.core.interactiveshell': <module 'IPython.core.interactiveshell' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\core\\\\interactiveshell.py'>,\n",
       " 'prompt_toolkit.application.current': <module 'prompt_toolkit.application.current' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\application\\\\current.py'>,\n",
       " 'prompt_toolkit.eventloop.utils': <module 'prompt_toolkit.eventloop.utils' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\eventloop\\\\utils.py'>,\n",
       " 'prompt_toolkit.eventloop.async_generator': <module 'prompt_toolkit.eventloop.async_generator' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\eventloop\\\\async_generator.py'>,\n",
       " 'prompt_toolkit.eventloop.inputhook': <module 'prompt_toolkit.eventloop.inputhook' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\eventloop\\\\inputhook.py'>,\n",
       " 'prompt_toolkit.eventloop': <module 'prompt_toolkit.eventloop' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\eventloop\\\\__init__.py'>,\n",
       " 'prompt_toolkit.application.run_in_terminal': <module 'prompt_toolkit.application.run_in_terminal' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\application\\\\run_in_terminal.py'>,\n",
       " 'prompt_toolkit.selection': <module 'prompt_toolkit.selection' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\selection.py'>,\n",
       " 'prompt_toolkit.clipboard.base': <module 'prompt_toolkit.clipboard.base' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\clipboard\\\\base.py'>,\n",
       " 'prompt_toolkit.clipboard.in_memory': <module 'prompt_toolkit.clipboard.in_memory' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\clipboard\\\\in_memory.py'>,\n",
       " 'prompt_toolkit.clipboard': <module 'prompt_toolkit.clipboard' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\clipboard\\\\__init__.py'>,\n",
       " 'prompt_toolkit.cache': <module 'prompt_toolkit.cache' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\cache.py'>,\n",
       " 'prompt_toolkit.enums': <module 'prompt_toolkit.enums' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\enums.py'>,\n",
       " 'prompt_toolkit.filters.base': <module 'prompt_toolkit.filters.base' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\filters\\\\base.py'>,\n",
       " 'prompt_toolkit.filters.app': <module 'prompt_toolkit.filters.app' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\filters\\\\app.py'>,\n",
       " 'prompt_toolkit.filters.cli': <module 'prompt_toolkit.filters.cli' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\filters\\\\cli.py'>,\n",
       " 'prompt_toolkit.filters.utils': <module 'prompt_toolkit.filters.utils' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\filters\\\\utils.py'>,\n",
       " 'prompt_toolkit.filters': <module 'prompt_toolkit.filters' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\filters\\\\__init__.py'>,\n",
       " 'prompt_toolkit.document': <module 'prompt_toolkit.document' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\document.py'>,\n",
       " 'prompt_toolkit.auto_suggest': <module 'prompt_toolkit.auto_suggest' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\auto_suggest.py'>,\n",
       " 'prompt_toolkit.keys': <module 'prompt_toolkit.keys' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\keys.py'>,\n",
       " 'prompt_toolkit.key_binding.key_bindings': <module 'prompt_toolkit.key_binding.key_bindings' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\key_binding\\\\key_bindings.py'>,\n",
       " 'wcwidth.table_vs16': <module 'wcwidth.table_vs16' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\wcwidth\\\\table_vs16.py'>,\n",
       " 'wcwidth.table_wide': <module 'wcwidth.table_wide' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\wcwidth\\\\table_wide.py'>,\n",
       " 'wcwidth.table_zero': <module 'wcwidth.table_zero' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\wcwidth\\\\table_zero.py'>,\n",
       " 'wcwidth.unicode_versions': <module 'wcwidth.unicode_versions' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\wcwidth\\\\unicode_versions.py'>,\n",
       " 'wcwidth.wcwidth': <module 'wcwidth.wcwidth' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\wcwidth\\\\wcwidth.py'>,\n",
       " 'wcwidth': <module 'wcwidth' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\wcwidth\\\\__init__.py'>,\n",
       " 'prompt_toolkit.utils': <module 'prompt_toolkit.utils' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\utils.py'>,\n",
       " 'prompt_toolkit.key_binding.key_processor': <module 'prompt_toolkit.key_binding.key_processor' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\key_binding\\\\key_processor.py'>,\n",
       " 'prompt_toolkit.key_binding': <module 'prompt_toolkit.key_binding' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\key_binding\\\\__init__.py'>,\n",
       " 'prompt_toolkit.key_binding.vi_state': <module 'prompt_toolkit.key_binding.vi_state' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\key_binding\\\\vi_state.py'>,\n",
       " 'prompt_toolkit.cursor_shapes': <module 'prompt_toolkit.cursor_shapes' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\cursor_shapes.py'>,\n",
       " 'prompt_toolkit.data_structures': <module 'prompt_toolkit.data_structures' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\data_structures.py'>,\n",
       " 'prompt_toolkit.styles.base': <module 'prompt_toolkit.styles.base' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\styles\\\\base.py'>,\n",
       " 'prompt_toolkit.styles.named_colors': <module 'prompt_toolkit.styles.named_colors' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\styles\\\\named_colors.py'>,\n",
       " 'prompt_toolkit.styles.style': <module 'prompt_toolkit.styles.style' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\styles\\\\style.py'>,\n",
       " 'prompt_toolkit.styles.defaults': <module 'prompt_toolkit.styles.defaults' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\styles\\\\defaults.py'>,\n",
       " 'prompt_toolkit.styles.pygments': <module 'prompt_toolkit.styles.pygments' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\styles\\\\pygments.py'>,\n",
       " 'colorsys': <module 'colorsys' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\colorsys.py'>,\n",
       " 'prompt_toolkit.styles.style_transformation': <module 'prompt_toolkit.styles.style_transformation' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\styles\\\\style_transformation.py'>,\n",
       " 'prompt_toolkit.styles': <module 'prompt_toolkit.styles' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\styles\\\\__init__.py'>,\n",
       " 'prompt_toolkit.output.color_depth': <module 'prompt_toolkit.output.color_depth' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\output\\\\color_depth.py'>,\n",
       " 'prompt_toolkit.output.base': <module 'prompt_toolkit.output.base' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\output\\\\base.py'>,\n",
       " 'prompt_toolkit.output.flush_stdout': <module 'prompt_toolkit.output.flush_stdout' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\output\\\\flush_stdout.py'>,\n",
       " 'prompt_toolkit.output.plain_text': <module 'prompt_toolkit.output.plain_text' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\output\\\\plain_text.py'>,\n",
       " 'prompt_toolkit.output.defaults': <module 'prompt_toolkit.output.defaults' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\output\\\\defaults.py'>,\n",
       " 'prompt_toolkit.output': <module 'prompt_toolkit.output' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\output\\\\__init__.py'>,\n",
       " 'prompt_toolkit.output.vt100': <module 'prompt_toolkit.output.vt100' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\output\\\\vt100.py'>,\n",
       " 'prompt_toolkit.mouse_events': <module 'prompt_toolkit.mouse_events' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\mouse_events.py'>,\n",
       " 'prompt_toolkit.formatted_text.base': <module 'prompt_toolkit.formatted_text.base' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\formatted_text\\\\base.py'>,\n",
       " 'prompt_toolkit.formatted_text.ansi': <module 'prompt_toolkit.formatted_text.ansi' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\formatted_text\\\\ansi.py'>,\n",
       " 'xml': <module 'xml' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\xml\\\\__init__.py'>,\n",
       " 'xml.dom.domreg': <module 'xml.dom.domreg' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\xml\\\\dom\\\\domreg.py'>,\n",
       " 'xml.dom': <module 'xml.dom' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\xml\\\\dom\\\\__init__.py'>,\n",
       " 'xml.dom.minicompat': <module 'xml.dom.minicompat' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\xml\\\\dom\\\\minicompat.py'>,\n",
       " 'xml.dom.NodeFilter': <module 'xml.dom.NodeFilter' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\xml\\\\dom\\\\NodeFilter.py'>,\n",
       " 'xml.dom.xmlbuilder': <module 'xml.dom.xmlbuilder' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\xml\\\\dom\\\\xmlbuilder.py'>,\n",
       " 'xml.dom.minidom': <module 'xml.dom.minidom' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\xml\\\\dom\\\\minidom.py'>,\n",
       " 'prompt_toolkit.formatted_text.html': <module 'prompt_toolkit.formatted_text.html' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\formatted_text\\\\html.py'>,\n",
       " 'prompt_toolkit.formatted_text.pygments': <module 'prompt_toolkit.formatted_text.pygments' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\formatted_text\\\\pygments.py'>,\n",
       " 'prompt_toolkit.formatted_text.utils': <module 'prompt_toolkit.formatted_text.utils' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\formatted_text\\\\utils.py'>,\n",
       " 'prompt_toolkit.formatted_text': <module 'prompt_toolkit.formatted_text' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\formatted_text\\\\__init__.py'>,\n",
       " 'prompt_toolkit.completion.base': <module 'prompt_toolkit.completion.base' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\completion\\\\base.py'>,\n",
       " 'prompt_toolkit.completion.deduplicate': <module 'prompt_toolkit.completion.deduplicate' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\completion\\\\deduplicate.py'>,\n",
       " 'prompt_toolkit.completion.filesystem': <module 'prompt_toolkit.completion.filesystem' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\completion\\\\filesystem.py'>,\n",
       " 'prompt_toolkit.completion.word_completer': <module 'prompt_toolkit.completion.word_completer' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\completion\\\\word_completer.py'>,\n",
       " 'prompt_toolkit.completion.fuzzy_completer': <module 'prompt_toolkit.completion.fuzzy_completer' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\completion\\\\fuzzy_completer.py'>,\n",
       " 'prompt_toolkit.completion.nested': <module 'prompt_toolkit.completion.nested' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\completion\\\\nested.py'>,\n",
       " 'prompt_toolkit.completion': <module 'prompt_toolkit.completion' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\completion\\\\__init__.py'>,\n",
       " 'prompt_toolkit.history': <module 'prompt_toolkit.history' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\history.py'>,\n",
       " 'prompt_toolkit.search': <module 'prompt_toolkit.search' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\search.py'>,\n",
       " 'prompt_toolkit.validation': <module 'prompt_toolkit.validation' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\validation.py'>,\n",
       " 'prompt_toolkit.buffer': <module 'prompt_toolkit.buffer' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\buffer.py'>,\n",
       " 'prompt_toolkit.input.base': <module 'prompt_toolkit.input.base' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\input\\\\base.py'>,\n",
       " 'prompt_toolkit.input.defaults': <module 'prompt_toolkit.input.defaults' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\input\\\\defaults.py'>,\n",
       " 'prompt_toolkit.input': <module 'prompt_toolkit.input' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\input\\\\__init__.py'>,\n",
       " 'prompt_toolkit.input.typeahead': <module 'prompt_toolkit.input.typeahead' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\input\\\\typeahead.py'>,\n",
       " 'prompt_toolkit.key_binding.bindings': <module 'prompt_toolkit.key_binding.bindings' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\key_binding\\\\bindings\\\\__init__.py'>,\n",
       " 'prompt_toolkit.key_binding.bindings.scroll': <module 'prompt_toolkit.key_binding.bindings.scroll' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\key_binding\\\\bindings\\\\scroll.py'>,\n",
       " 'prompt_toolkit.key_binding.bindings.page_navigation': <module 'prompt_toolkit.key_binding.bindings.page_navigation' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\key_binding\\\\bindings\\\\page_navigation.py'>,\n",
       " 'prompt_toolkit.lexers.base': <module 'prompt_toolkit.lexers.base' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\lexers\\\\base.py'>,\n",
       " 'prompt_toolkit.lexers.pygments': <module 'prompt_toolkit.lexers.pygments' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\lexers\\\\pygments.py'>,\n",
       " 'prompt_toolkit.lexers': <module 'prompt_toolkit.lexers' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\lexers\\\\__init__.py'>,\n",
       " 'prompt_toolkit.layout.utils': <module 'prompt_toolkit.layout.utils' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\layout\\\\utils.py'>,\n",
       " 'prompt_toolkit.layout.processors': <module 'prompt_toolkit.layout.processors' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\layout\\\\processors.py'>,\n",
       " 'prompt_toolkit.layout.controls': <module 'prompt_toolkit.layout.controls' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\layout\\\\controls.py'>,\n",
       " 'prompt_toolkit.layout.dimension': <module 'prompt_toolkit.layout.dimension' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\layout\\\\dimension.py'>,\n",
       " 'prompt_toolkit.layout.margins': <module 'prompt_toolkit.layout.margins' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\layout\\\\margins.py'>,\n",
       " 'prompt_toolkit.layout.mouse_handlers': <module 'prompt_toolkit.layout.mouse_handlers' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\layout\\\\mouse_handlers.py'>,\n",
       " 'prompt_toolkit.layout.screen': <module 'prompt_toolkit.layout.screen' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\layout\\\\screen.py'>,\n",
       " 'prompt_toolkit.layout.containers': <module 'prompt_toolkit.layout.containers' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\layout\\\\containers.py'>,\n",
       " 'prompt_toolkit.layout.layout': <module 'prompt_toolkit.layout.layout' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\layout\\\\layout.py'>,\n",
       " 'prompt_toolkit.layout.menus': <module 'prompt_toolkit.layout.menus' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\layout\\\\menus.py'>,\n",
       " 'prompt_toolkit.layout.scrollable_pane': <module 'prompt_toolkit.layout.scrollable_pane' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\layout\\\\scrollable_pane.py'>,\n",
       " 'prompt_toolkit.layout': <module 'prompt_toolkit.layout' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\layout\\\\__init__.py'>,\n",
       " 'prompt_toolkit.key_binding.bindings.completion': <module 'prompt_toolkit.key_binding.bindings.completion' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\key_binding\\\\bindings\\\\completion.py'>,\n",
       " 'prompt_toolkit.key_binding.bindings.named_commands': <module 'prompt_toolkit.key_binding.bindings.named_commands' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\key_binding\\\\bindings\\\\named_commands.py'>,\n",
       " 'prompt_toolkit.key_binding.bindings.basic': <module 'prompt_toolkit.key_binding.bindings.basic' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\key_binding\\\\bindings\\\\basic.py'>,\n",
       " 'prompt_toolkit.key_binding.bindings.cpr': <module 'prompt_toolkit.key_binding.bindings.cpr' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\key_binding\\\\bindings\\\\cpr.py'>,\n",
       " 'prompt_toolkit.key_binding.bindings.emacs': <module 'prompt_toolkit.key_binding.bindings.emacs' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\key_binding\\\\bindings\\\\emacs.py'>,\n",
       " 'prompt_toolkit.key_binding.bindings.mouse': <module 'prompt_toolkit.key_binding.bindings.mouse' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\key_binding\\\\bindings\\\\mouse.py'>,\n",
       " 'prompt_toolkit.input.ansi_escape_sequences': <module 'prompt_toolkit.input.ansi_escape_sequences' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\input\\\\ansi_escape_sequences.py'>,\n",
       " 'prompt_toolkit.input.vt100_parser': <module 'prompt_toolkit.input.vt100_parser' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\input\\\\vt100_parser.py'>,\n",
       " 'prompt_toolkit.key_binding.digraphs': <module 'prompt_toolkit.key_binding.digraphs' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\key_binding\\\\digraphs.py'>,\n",
       " 'prompt_toolkit.key_binding.bindings.vi': <module 'prompt_toolkit.key_binding.bindings.vi' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\key_binding\\\\bindings\\\\vi.py'>,\n",
       " 'prompt_toolkit.key_binding.defaults': <module 'prompt_toolkit.key_binding.defaults' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\key_binding\\\\defaults.py'>,\n",
       " 'prompt_toolkit.key_binding.emacs_state': <module 'prompt_toolkit.key_binding.emacs_state' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\key_binding\\\\emacs_state.py'>,\n",
       " 'prompt_toolkit.layout.dummy': <module 'prompt_toolkit.layout.dummy' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\layout\\\\dummy.py'>,\n",
       " 'prompt_toolkit.renderer': <module 'prompt_toolkit.renderer' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\renderer.py'>,\n",
       " 'prompt_toolkit.application.application': <module 'prompt_toolkit.application.application' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\application\\\\application.py'>,\n",
       " 'prompt_toolkit.application.dummy': <module 'prompt_toolkit.application.dummy' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\application\\\\dummy.py'>,\n",
       " 'prompt_toolkit.application': <module 'prompt_toolkit.application' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\application\\\\__init__.py'>,\n",
       " 'prompt_toolkit.key_binding.bindings.focus': <module 'prompt_toolkit.key_binding.bindings.focus' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\key_binding\\\\bindings\\\\focus.py'>,\n",
       " 'prompt_toolkit.widgets.toolbars': <module 'prompt_toolkit.widgets.toolbars' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\widgets\\\\toolbars.py'>,\n",
       " 'prompt_toolkit.widgets.base': <module 'prompt_toolkit.widgets.base' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\widgets\\\\base.py'>,\n",
       " 'prompt_toolkit.widgets.dialogs': <module 'prompt_toolkit.widgets.dialogs' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\widgets\\\\dialogs.py'>,\n",
       " 'prompt_toolkit.widgets.menus': <module 'prompt_toolkit.widgets.menus' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\widgets\\\\menus.py'>,\n",
       " 'prompt_toolkit.widgets': <module 'prompt_toolkit.widgets' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\widgets\\\\__init__.py'>,\n",
       " 'prompt_toolkit.shortcuts.dialogs': <module 'prompt_toolkit.shortcuts.dialogs' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\shortcuts\\\\dialogs.py'>,\n",
       " 'prompt_toolkit.shortcuts.progress_bar.formatters': <module 'prompt_toolkit.shortcuts.progress_bar.formatters' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\shortcuts\\\\progress_bar\\\\formatters.py'>,\n",
       " 'prompt_toolkit.shortcuts.progress_bar.base': <module 'prompt_toolkit.shortcuts.progress_bar.base' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\shortcuts\\\\progress_bar\\\\base.py'>,\n",
       " 'prompt_toolkit.shortcuts.progress_bar': <module 'prompt_toolkit.shortcuts.progress_bar' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\shortcuts\\\\progress_bar\\\\__init__.py'>,\n",
       " 'prompt_toolkit.key_binding.bindings.auto_suggest': <module 'prompt_toolkit.key_binding.bindings.auto_suggest' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\key_binding\\\\bindings\\\\auto_suggest.py'>,\n",
       " 'prompt_toolkit.key_binding.bindings.open_in_editor': <module 'prompt_toolkit.key_binding.bindings.open_in_editor' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\key_binding\\\\bindings\\\\open_in_editor.py'>,\n",
       " 'prompt_toolkit.shortcuts.prompt': <module 'prompt_toolkit.shortcuts.prompt' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\shortcuts\\\\prompt.py'>,\n",
       " 'prompt_toolkit.shortcuts.utils': <module 'prompt_toolkit.shortcuts.utils' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\shortcuts\\\\utils.py'>,\n",
       " 'prompt_toolkit.shortcuts': <module 'prompt_toolkit.shortcuts' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\shortcuts\\\\__init__.py'>,\n",
       " 'prompt_toolkit': <module 'prompt_toolkit' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\__init__.py'>,\n",
       " 'prompt_toolkit.patch_stdout': <module 'prompt_toolkit.patch_stdout' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\prompt_toolkit\\\\patch_stdout.py'>,\n",
       " 'unicodedata': <module 'unicodedata' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\DLLs\\\\unicodedata.pyd'>,\n",
       " 'IPython.core.guarded_eval': <module 'IPython.core.guarded_eval' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\core\\\\guarded_eval.py'>,\n",
       " 'IPython.core.latex_symbols': <module 'IPython.core.latex_symbols' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\core\\\\latex_symbols.py'>,\n",
       " 'IPython.utils.generics': <module 'IPython.utils.generics' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\utils\\\\generics.py'>,\n",
       " 'parso.utils': <module 'parso.utils' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\parso\\\\utils.py'>,\n",
       " 'parso.tree': <module 'parso.tree' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\parso\\\\tree.py'>,\n",
       " 'parso.python': <module 'parso.python' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\parso\\\\python\\\\__init__.py'>,\n",
       " 'parso.python.token': <module 'parso.python.token' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\parso\\\\python\\\\token.py'>,\n",
       " 'parso.python.tokenize': <module 'parso.python.tokenize' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\parso\\\\python\\\\tokenize.py'>,\n",
       " 'parso.pgen2.grammar_parser': <module 'parso.pgen2.grammar_parser' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\parso\\\\pgen2\\\\grammar_parser.py'>,\n",
       " 'parso.pgen2.generator': <module 'parso.pgen2.generator' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\parso\\\\pgen2\\\\generator.py'>,\n",
       " 'parso.pgen2': <module 'parso.pgen2' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\parso\\\\pgen2\\\\__init__.py'>,\n",
       " 'parso.parser': <module 'parso.parser' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\parso\\\\parser.py'>,\n",
       " 'parso._compatibility': <module 'parso._compatibility' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\parso\\\\_compatibility.py'>,\n",
       " 'difflib': <module 'difflib' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\difflib.py'>,\n",
       " 'parso.python.prefix': <module 'parso.python.prefix' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\parso\\\\python\\\\prefix.py'>,\n",
       " 'parso.python.tree': <module 'parso.python.tree' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\parso\\\\python\\\\tree.py'>,\n",
       " 'parso.python.parser': <module 'parso.python.parser' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\parso\\\\python\\\\parser.py'>,\n",
       " 'parso.python.diff': <module 'parso.python.diff' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\parso\\\\python\\\\diff.py'>,\n",
       " 'gc': <module 'gc' (built-in)>,\n",
       " 'parso.cache': <module 'parso.cache' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\parso\\\\cache.py'>,\n",
       " 'parso.normalizer': <module 'parso.normalizer' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\parso\\\\normalizer.py'>,\n",
       " 'parso.python.errors': <module 'parso.python.errors' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\parso\\\\python\\\\errors.py'>,\n",
       " 'parso.python.pep8': <module 'parso.python.pep8' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\parso\\\\python\\\\pep8.py'>,\n",
       " 'parso.file_io': <module 'parso.file_io' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\parso\\\\file_io.py'>,\n",
       " 'parso.grammar': <module 'parso.grammar' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\parso\\\\grammar.py'>,\n",
       " 'parso': <module 'parso' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\parso\\\\__init__.py'>,\n",
       " 'jedi.parser_utils': <module 'jedi.parser_utils' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\parser_utils.py'>,\n",
       " 'jedi.debug': <module 'jedi.debug' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\debug.py'>,\n",
       " 'jedi.settings': <module 'jedi.settings' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\settings.py'>,\n",
       " 'jedi.cache': <module 'jedi.cache' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\cache.py'>,\n",
       " 'jedi.file_io': <module 'jedi.file_io' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\file_io.py'>,\n",
       " 'jedi.inference.cache': <module 'jedi.inference.cache' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\inference\\\\cache.py'>,\n",
       " 'jedi.inference.helpers': <module 'jedi.inference.helpers' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\inference\\\\helpers.py'>,\n",
       " 'jedi.inference.utils': <module 'jedi.inference.utils' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\inference\\\\utils.py'>,\n",
       " 'jedi.inference.base_value': <module 'jedi.inference.base_value' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\inference\\\\base_value.py'>,\n",
       " 'jedi.inference.sys_path': <module 'jedi.inference.sys_path' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\inference\\\\sys_path.py'>,\n",
       " 'jedi.inference.recursion': <module 'jedi.inference.recursion' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\inference\\\\recursion.py'>,\n",
       " 'jedi.inference.flow_analysis': <module 'jedi.inference.flow_analysis' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\inference\\\\flow_analysis.py'>,\n",
       " 'jedi.common': <module 'jedi.common' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\common.py'>,\n",
       " 'jedi.inference.lazy_value': <module 'jedi.inference.lazy_value' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\inference\\\\lazy_value.py'>,\n",
       " 'jedi.inference.docstrings': <module 'jedi.inference.docstrings' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\inference\\\\docstrings.py'>,\n",
       " 'jedi.plugins': <module 'jedi.plugins' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\plugins\\\\__init__.py'>,\n",
       " 'jedi.inference.names': <module 'jedi.inference.names' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\inference\\\\names.py'>,\n",
       " 'jedi.inference.filters': <module 'jedi.inference.filters' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\inference\\\\filters.py'>,\n",
       " 'jedi.inference.compiled.getattr_static': <module 'jedi.inference.compiled.getattr_static' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\inference\\\\compiled\\\\getattr_static.py'>,\n",
       " 'jedi.inference.compiled.access': <module 'jedi.inference.compiled.access' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\inference\\\\compiled\\\\access.py'>,\n",
       " 'jedi.inference.signature': <module 'jedi.inference.signature' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\inference\\\\signature.py'>,\n",
       " 'jedi.inference.context': <module 'jedi.inference.context' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\inference\\\\context.py'>,\n",
       " 'jedi.inference.compiled.value': <module 'jedi.inference.compiled.value' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\inference\\\\compiled\\\\value.py'>,\n",
       " 'jedi.inference.compiled': <module 'jedi.inference.compiled' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\inference\\\\compiled\\\\__init__.py'>,\n",
       " 'jedi.inference.analysis': <module 'jedi.inference.analysis' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\inference\\\\analysis.py'>,\n",
       " 'jedi.inference.gradual': <module 'jedi.inference.gradual' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\inference\\\\gradual\\\\__init__.py'>,\n",
       " 'jedi.inference.value.module': <module 'jedi.inference.value.module' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\inference\\\\value\\\\module.py'>,\n",
       " 'jedi.inference.value.dynamic_arrays': <module 'jedi.inference.value.dynamic_arrays' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\inference\\\\value\\\\dynamic_arrays.py'>,\n",
       " 'jedi.inference.value.iterable': <module 'jedi.inference.value.iterable' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\inference\\\\value\\\\iterable.py'>,\n",
       " 'jedi.inference.arguments': <module 'jedi.inference.arguments' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\inference\\\\arguments.py'>,\n",
       " 'jedi.inference.parser_cache': <module 'jedi.inference.parser_cache' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\inference\\\\parser_cache.py'>,\n",
       " 'jedi.inference.gradual.generics': <module 'jedi.inference.gradual.generics' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\inference\\\\gradual\\\\generics.py'>,\n",
       " 'jedi.inference.value.function': <module 'jedi.inference.value.function' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\inference\\\\value\\\\function.py'>,\n",
       " 'jedi.inference.value.klass': <module 'jedi.inference.value.klass' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\inference\\\\value\\\\klass.py'>,\n",
       " 'jedi.inference.value.instance': <module 'jedi.inference.value.instance' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\inference\\\\value\\\\instance.py'>,\n",
       " 'jedi.inference.value': <module 'jedi.inference.value' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\inference\\\\value\\\\__init__.py'>,\n",
       " 'jedi.inference.gradual.base': <module 'jedi.inference.gradual.base' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\inference\\\\gradual\\\\base.py'>,\n",
       " 'jedi.inference.gradual.type_var': <module 'jedi.inference.gradual.type_var' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\inference\\\\gradual\\\\type_var.py'>,\n",
       " 'jedi.inference.gradual.typing': <module 'jedi.inference.gradual.typing' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\inference\\\\gradual\\\\typing.py'>,\n",
       " 'jedi.inference.gradual.stub_value': <module 'jedi.inference.gradual.stub_value' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\inference\\\\gradual\\\\stub_value.py'>,\n",
       " 'jedi.inference.gradual.typeshed': <module 'jedi.inference.gradual.typeshed' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\inference\\\\gradual\\\\typeshed.py'>,\n",
       " 'jedi._compatibility': <module 'jedi._compatibility' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\_compatibility.py'>,\n",
       " 'jedi.inference.compiled.subprocess.functions': <module 'jedi.inference.compiled.subprocess.functions' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\inference\\\\compiled\\\\subprocess\\\\functions.py'>,\n",
       " 'jedi.api.exceptions': <module 'jedi.api.exceptions' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\api\\\\exceptions.py'>,\n",
       " 'jedi.inference.compiled.subprocess': <module 'jedi.inference.compiled.subprocess' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\inference\\\\compiled\\\\subprocess\\\\__init__.py'>,\n",
       " 'jedi.inference.imports': <module 'jedi.inference.imports' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\inference\\\\imports.py'>,\n",
       " 'jedi.inference.param': <module 'jedi.inference.param' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\inference\\\\param.py'>,\n",
       " 'jedi.inference.gradual.annotation': <module 'jedi.inference.gradual.annotation' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\inference\\\\gradual\\\\annotation.py'>,\n",
       " 'jedi.inference.value.decorator': <module 'jedi.inference.value.decorator' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\inference\\\\value\\\\decorator.py'>,\n",
       " 'jedi.inference.syntax_tree': <module 'jedi.inference.syntax_tree' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\inference\\\\syntax_tree.py'>,\n",
       " 'jedi.inference': <module 'jedi.inference' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\inference\\\\__init__.py'>,\n",
       " 'jedi.inference.gradual.conversion': <module 'jedi.inference.gradual.conversion' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\inference\\\\gradual\\\\conversion.py'>,\n",
       " 'jedi.inference.compiled.mixed': <module 'jedi.inference.compiled.mixed' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\inference\\\\compiled\\\\mixed.py'>,\n",
       " 'pydoc_data': <module 'pydoc_data' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\pydoc_data\\\\__init__.py'>,\n",
       " 'pydoc_data.topics': <module 'pydoc_data.topics' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\pydoc_data\\\\topics.py'>,\n",
       " 'jedi.api.keywords': <module 'jedi.api.keywords' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\api\\\\keywords.py'>,\n",
       " 'jedi.api.completion_cache': <module 'jedi.api.completion_cache' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\api\\\\completion_cache.py'>,\n",
       " 'jedi.api.helpers': <module 'jedi.api.helpers' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\api\\\\helpers.py'>,\n",
       " 'jedi.api.classes': <module 'jedi.api.classes' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\api\\\\classes.py'>,\n",
       " 'jedi.api.interpreter': <module 'jedi.api.interpreter' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\api\\\\interpreter.py'>,\n",
       " 'jedi.api.strings': <module 'jedi.api.strings' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\api\\\\strings.py'>,\n",
       " 'jedi.api.file_name': <module 'jedi.api.file_name' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\api\\\\file_name.py'>,\n",
       " 'jedi.inference.docstring_utils': <module 'jedi.inference.docstring_utils' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\inference\\\\docstring_utils.py'>,\n",
       " 'jedi.api.completion': <module 'jedi.api.completion' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\api\\\\completion.py'>,\n",
       " 'filecmp': <module 'filecmp' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\filecmp.py'>,\n",
       " 'jedi.api.environment': <module 'jedi.api.environment' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\api\\\\environment.py'>,\n",
       " 'jedi.inference.references': <module 'jedi.inference.references' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\inference\\\\references.py'>,\n",
       " 'jedi.api.project': <module 'jedi.api.project' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\api\\\\project.py'>,\n",
       " 'jedi.api.errors': <module 'jedi.api.errors' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\api\\\\errors.py'>,\n",
       " 'jedi.inference.value.namespace': <module 'jedi.inference.value.namespace' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\inference\\\\value\\\\namespace.py'>,\n",
       " 'jedi.api.refactoring': <module 'jedi.api.refactoring' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\api\\\\refactoring\\\\__init__.py'>,\n",
       " 'jedi.api.refactoring.extract': <module 'jedi.api.refactoring.extract' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\api\\\\refactoring\\\\extract.py'>,\n",
       " 'jedi.inference.gradual.utils': <module 'jedi.inference.gradual.utils' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\inference\\\\gradual\\\\utils.py'>,\n",
       " 'jedi.api': <module 'jedi.api' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\api\\\\__init__.py'>,\n",
       " 'jedi.plugins.stdlib': <module 'jedi.plugins.stdlib' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\plugins\\\\stdlib.py'>,\n",
       " 'jedi.plugins.flask': <module 'jedi.plugins.flask' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\plugins\\\\flask.py'>,\n",
       " 'jedi.plugins.pytest': <module 'jedi.plugins.pytest' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\plugins\\\\pytest.py'>,\n",
       " 'jedi.plugins.django': <module 'jedi.plugins.django' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\plugins\\\\django.py'>,\n",
       " 'jedi.plugins.registry': <module 'jedi.plugins.registry' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\plugins\\\\registry.py'>,\n",
       " 'jedi': <module 'jedi' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\jedi\\\\__init__.py'>,\n",
       " 'IPython.core.completer': <module 'IPython.core.completer' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\core\\\\completer.py'>,\n",
       " 'IPython.terminal.ptutils': <module 'IPython.terminal.ptutils' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\terminal\\\\ptutils.py'>,\n",
       " 'IPython.terminal.shortcuts.auto_match': <module 'IPython.terminal.shortcuts.auto_match' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\terminal\\\\shortcuts\\\\auto_match.py'>,\n",
       " 'IPython.utils.tokenutil': <module 'IPython.utils.tokenutil' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\utils\\\\tokenutil.py'>,\n",
       " 'IPython.terminal.shortcuts.filters': <module 'IPython.terminal.shortcuts.filters' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\terminal\\\\shortcuts\\\\filters.py'>,\n",
       " 'IPython.terminal.shortcuts.auto_suggest': <module 'IPython.terminal.shortcuts.auto_suggest' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\terminal\\\\shortcuts\\\\auto_suggest.py'>,\n",
       " 'IPython.lib.clipboard': <module 'IPython.lib.clipboard' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\lib\\\\clipboard.py'>,\n",
       " 'IPython.terminal.shortcuts': <module 'IPython.terminal.shortcuts' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\terminal\\\\shortcuts\\\\__init__.py'>,\n",
       " 'concurrent.futures.thread': <module 'concurrent.futures.thread' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\concurrent\\\\futures\\\\thread.py'>,\n",
       " 'IPython.terminal.debugger': <module 'IPython.terminal.debugger' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\terminal\\\\debugger.py'>,\n",
       " 'IPython.terminal.magics': <module 'IPython.terminal.magics' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\terminal\\\\magics.py'>,\n",
       " 'IPython.terminal.pt_inputhooks': <module 'IPython.terminal.pt_inputhooks' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\terminal\\\\pt_inputhooks\\\\__init__.py'>,\n",
       " 'IPython.terminal.prompts': <module 'IPython.terminal.prompts' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\terminal\\\\prompts.py'>,\n",
       " 'IPython.terminal.interactiveshell': <module 'IPython.terminal.interactiveshell' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\terminal\\\\interactiveshell.py'>,\n",
       " 'IPython.core.magics.auto': <module 'IPython.core.magics.auto' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\core\\\\magics\\\\auto.py'>,\n",
       " 'IPython.core.magics.basic': <module 'IPython.core.magics.basic' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\core\\\\magics\\\\basic.py'>,\n",
       " 'http': <module 'http' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\http\\\\__init__.py'>,\n",
       " 'email.feedparser': <module 'email.feedparser' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\email\\\\feedparser.py'>,\n",
       " 'email.parser': <module 'email.parser' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\email\\\\parser.py'>,\n",
       " 'http.client': <module 'http.client' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\http\\\\client.py'>,\n",
       " 'urllib.response': <module 'urllib.response' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\urllib\\\\response.py'>,\n",
       " 'urllib.error': <module 'urllib.error' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\urllib\\\\error.py'>,\n",
       " 'nturl2path': <module 'nturl2path' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\nturl2path.py'>,\n",
       " 'urllib.request': <module 'urllib.request' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\urllib\\\\request.py'>,\n",
       " 'IPython.utils.contexts': <module 'IPython.utils.contexts' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\utils\\\\contexts.py'>,\n",
       " 'IPython.core.magics.code': <module 'IPython.core.magics.code' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\core\\\\magics\\\\code.py'>,\n",
       " 'IPython.core.magics.config': <module 'IPython.core.magics.config' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\core\\\\magics\\\\config.py'>,\n",
       " 'IPython.core.magics.display': <module 'IPython.core.magics.display' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\core\\\\magics\\\\display.py'>,\n",
       " '_lsprof': <module '_lsprof' (built-in)>,\n",
       " 'profile': <module 'profile' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\profile.py'>,\n",
       " 'cProfile': <module 'cProfile' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\cProfile.py'>,\n",
       " 'pstats': <module 'pstats' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\pstats.py'>,\n",
       " 'timeit': <module 'timeit' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\timeit.py'>,\n",
       " 'IPython.utils.module_paths': <module 'IPython.utils.module_paths' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\utils\\\\module_paths.py'>,\n",
       " 'IPython.utils.timing': <module 'IPython.utils.timing' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\utils\\\\timing.py'>,\n",
       " 'IPython.core.magics.execution': <module 'IPython.core.magics.execution' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\core\\\\magics\\\\execution.py'>,\n",
       " 'IPython.core.magics.extension': <module 'IPython.core.magics.extension' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\core\\\\magics\\\\extension.py'>,\n",
       " 'IPython.core.magics.history': <module 'IPython.core.magics.history' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\core\\\\magics\\\\history.py'>,\n",
       " 'IPython.core.magics.logging': <module 'IPython.core.magics.logging' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\core\\\\magics\\\\logging.py'>,\n",
       " 'IPython.core.magics.namespace': <module 'IPython.core.magics.namespace' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\core\\\\magics\\\\namespace.py'>,\n",
       " 'IPython.core.magics.osm': <module 'IPython.core.magics.osm' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\core\\\\magics\\\\osm.py'>,\n",
       " 'IPython.core.magics.packaging': <module 'IPython.core.magics.packaging' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\core\\\\magics\\\\packaging.py'>,\n",
       " 'IPython.core.pylabtools': <module 'IPython.core.pylabtools' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\core\\\\pylabtools.py'>,\n",
       " 'IPython.core.magics.pylab': <module 'IPython.core.magics.pylab' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\core\\\\magics\\\\pylab.py'>,\n",
       " 'IPython.core.magics.script': <module 'IPython.core.magics.script' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\core\\\\magics\\\\script.py'>,\n",
       " 'IPython.core.magics': <module 'IPython.core.magics' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\core\\\\magics\\\\__init__.py'>,\n",
       " 'IPython.core.shellapp': <module 'IPython.core.shellapp' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\core\\\\shellapp.py'>,\n",
       " 'IPython.extensions': <module 'IPython.extensions' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\extensions\\\\__init__.py'>,\n",
       " 'IPython.extensions.storemagic': <module 'IPython.extensions.storemagic' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\extensions\\\\storemagic.py'>,\n",
       " 'IPython.terminal.ipapp': <module 'IPython.terminal.ipapp' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\terminal\\\\ipapp.py'>,\n",
       " 'IPython.terminal.embed': <module 'IPython.terminal.embed' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\terminal\\\\embed.py'>,\n",
       " 'IPython.utils.frame': <module 'IPython.utils.frame' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\utils\\\\frame.py'>,\n",
       " 'IPython': <module 'IPython' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\__init__.py'>,\n",
       " 'ipykernel.control': <module 'ipykernel.control' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\ipykernel\\\\control.py'>,\n",
       " 'ipykernel.heartbeat': <module 'ipykernel.heartbeat' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\ipykernel\\\\heartbeat.py'>,\n",
       " 'ipykernel.iostream': <module 'ipykernel.iostream' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\ipykernel\\\\iostream.py'>,\n",
       " 'comm.base_comm': <module 'comm.base_comm' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\comm\\\\base_comm.py'>,\n",
       " 'comm': <module 'comm' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\comm\\\\__init__.py'>,\n",
       " 'ipykernel.jsonutil': <module 'ipykernel.jsonutil' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\ipykernel\\\\jsonutil.py'>,\n",
       " 'psutil._common': <module 'psutil._common' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\psutil\\\\_common.py'>,\n",
       " 'psutil._compat': <module 'psutil._compat' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\psutil\\\\_compat.py'>,\n",
       " 'psutil._psutil_windows': <module 'psutil._psutil_windows' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\psutil\\\\_psutil_windows.pyd'>,\n",
       " 'psutil._pswindows': <module 'psutil._pswindows' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\psutil\\\\_pswindows.py'>,\n",
       " 'psutil': <module 'psutil' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\psutil\\\\__init__.py'>,\n",
       " 'tornado.gen': <module 'tornado.gen' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\tornado\\\\gen.py'>,\n",
       " 'tornado.locks': <module 'tornado.locks' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\tornado\\\\locks.py'>,\n",
       " 'tornado.queues': <module 'tornado.queues' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\tornado\\\\queues.py'>,\n",
       " 'ipykernel.kernelbase': <module 'ipykernel.kernelbase' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\ipykernel\\\\kernelbase.py'>,\n",
       " 'ipykernel.comm.comm': <module 'ipykernel.comm.comm' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\ipykernel\\\\comm\\\\comm.py'>,\n",
       " 'ipykernel.comm.manager': <module 'ipykernel.comm.manager' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\ipykernel\\\\comm\\\\manager.py'>,\n",
       " 'ipykernel.comm': <module 'ipykernel.comm' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\ipykernel\\\\comm\\\\__init__.py'>,\n",
       " 'ipykernel.compiler': <module 'ipykernel.compiler' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\ipykernel\\\\compiler.py'>,\n",
       " 'debugpy._version': <module 'debugpy._version' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_version.py'>,\n",
       " 'debugpy.public_api': <module 'debugpy.public_api' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\public_api.py'>,\n",
       " 'debugpy': <module 'debugpy' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\__init__.py'>,\n",
       " 'debugpy._vendored._util': <module 'debugpy._vendored._util' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\_util.py'>,\n",
       " 'debugpy._vendored': <module 'debugpy._vendored' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\__init__.py'>,\n",
       " '_pydevd_bundle': <module '_pydevd_bundle' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydevd_bundle\\\\__init__.py'>,\n",
       " 'encodings.ascii': <module 'encodings.ascii' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\encodings\\\\ascii.py'>,\n",
       " 'encodings.latin_1': <module 'encodings.latin_1' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\encodings\\\\latin_1.py'>,\n",
       " 'stringprep': <module 'stringprep' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\stringprep.py'>,\n",
       " 'encodings.idna': <module 'encodings.idna' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\encodings\\\\idna.py'>,\n",
       " '_pydevd_bundle.pydevd_vm_type': <module '_pydevd_bundle.pydevd_vm_type' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydevd_bundle\\\\pydevd_vm_type.py'>,\n",
       " '_pydev_bundle': <module '_pydev_bundle' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydev_bundle\\\\__init__.py'>,\n",
       " 'xmlrpc': <module 'xmlrpc' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\xmlrpc\\\\__init__.py'>,\n",
       " 'xml.parsers': <module 'xml.parsers' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\xml\\\\parsers\\\\__init__.py'>,\n",
       " 'pyexpat.errors': <module 'pyexpat.errors'>,\n",
       " 'pyexpat.model': <module 'pyexpat.model'>,\n",
       " 'pyexpat': <module 'pyexpat' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\DLLs\\\\pyexpat.pyd'>,\n",
       " 'xml.parsers.expat.model': <module 'pyexpat.model'>,\n",
       " 'xml.parsers.expat.errors': <module 'pyexpat.errors'>,\n",
       " 'xml.parsers.expat': <module 'xml.parsers.expat' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\xml\\\\parsers\\\\expat.py'>,\n",
       " 'gzip': <module 'gzip' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\gzip.py'>,\n",
       " 'xmlrpc.client': <module 'xmlrpc.client' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\xmlrpc\\\\client.py'>,\n",
       " 'http.server': <module 'http.server' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\http\\\\server.py'>,\n",
       " 'xmlrpc.server': <module 'xmlrpc.server' from 'C:\\\\Program Files\\\\WindowsApps\\\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\\\Lib\\\\xmlrpc\\\\server.py'>,\n",
       " '_pydev_bundle._pydev_saved_modules': <module '_pydev_bundle._pydev_saved_modules' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydev_bundle\\\\_pydev_saved_modules.py'>,\n",
       " '_pydevd_bundle.pydevd_constants': <module '_pydevd_bundle.pydevd_constants' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydevd_bundle\\\\pydevd_constants.py'>,\n",
       " '_pydev_runfiles': <module '_pydev_runfiles' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydev_runfiles\\\\__init__.py'>,\n",
       " '_pydevd_frame_eval': <module '_pydevd_frame_eval' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydevd_frame_eval\\\\__init__.py'>,\n",
       " 'pydev_ipython': <module 'pydev_ipython' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\pydev_ipython\\\\__init__.py'>,\n",
       " 'pydevd_plugins': <module 'pydevd_plugins' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\pydevd_plugins\\\\__init__.py'>,\n",
       " '_pydev_bundle.pydev_log': <module '_pydev_bundle.pydev_log' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydev_bundle\\\\pydev_log.py'>,\n",
       " '_pydev_bundle._pydev_filesystem_encoding': <module '_pydev_bundle._pydev_filesystem_encoding' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydev_bundle\\\\_pydev_filesystem_encoding.py'>,\n",
       " '_pydevd_bundle.pydevd_comm_constants': <module '_pydevd_bundle.pydevd_comm_constants' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydevd_bundle\\\\pydevd_comm_constants.py'>,\n",
       " 'pydevd_file_utils': <module 'pydevd_file_utils' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\pydevd_file_utils.py'>,\n",
       " '_pydev_bundle._pydev_execfile': <module '_pydev_bundle._pydev_execfile' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydev_bundle\\\\_pydev_execfile.py'>,\n",
       " '_pydevd_bundle.pydevd_exec2': <module '_pydevd_bundle.pydevd_exec2' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydevd_bundle\\\\pydevd_exec2.py'>,\n",
       " '_pydev_bundle.pydev_imports': <module '_pydev_bundle.pydev_imports' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydev_bundle\\\\pydev_imports.py'>,\n",
       " '_pydev_bundle.pydev_is_thread_alive': <module '_pydev_bundle.pydev_is_thread_alive' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydev_bundle\\\\pydev_is_thread_alive.py'>,\n",
       " '_pydev_bundle.pydev_override': <module '_pydev_bundle.pydev_override' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydev_bundle\\\\pydev_override.py'>,\n",
       " 'pydevd_plugins.extensions': <module 'pydevd_plugins.extensions' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\pydevd_plugins\\\\extensions\\\\__init__.py'>,\n",
       " '_pydevd_bundle.pydevd_extension_utils': <module '_pydevd_bundle.pydevd_extension_utils' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydevd_bundle\\\\pydevd_extension_utils.py'>,\n",
       " '_pydevd_bundle.pydevd_frame_utils': <module '_pydevd_bundle.pydevd_frame_utils' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydevd_bundle\\\\pydevd_frame_utils.py'>,\n",
       " '_pydevd_bundle.pydevd_filtering': <module '_pydevd_bundle.pydevd_filtering' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydevd_bundle\\\\pydevd_filtering.py'>,\n",
       " '_pydevd_bundle.pydevd_io': <module '_pydevd_bundle.pydevd_io' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydevd_bundle\\\\pydevd_io.py'>,\n",
       " '_pydevd_bundle.pydevd_defaults': <module '_pydevd_bundle.pydevd_defaults' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydevd_bundle\\\\pydevd_defaults.py'>,\n",
       " '_pydevd_bundle.pydevd_utils': <module '_pydevd_bundle.pydevd_utils' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydevd_bundle\\\\pydevd_utils.py'>,\n",
       " '_pydevd_bundle.pydevd_runpy': <module '_pydevd_bundle.pydevd_runpy' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydevd_bundle\\\\pydevd_runpy.py'>,\n",
       " '_pydev_bundle._pydev_tipper_common': <module '_pydev_bundle._pydev_tipper_common' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydev_bundle\\\\_pydev_tipper_common.py'>,\n",
       " '_pydev_bundle._pydev_imports_tipper': <module '_pydev_bundle._pydev_imports_tipper' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydev_bundle\\\\_pydev_imports_tipper.py'>,\n",
       " '_pydev_bundle._pydev_calltip_util': <module '_pydev_bundle._pydev_calltip_util' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydev_bundle\\\\_pydev_calltip_util.py'>,\n",
       " '_pydevd_bundle.pydevd_safe_repr': <module '_pydevd_bundle.pydevd_safe_repr' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydevd_bundle\\\\pydevd_safe_repr.py'>,\n",
       " '_pydevd_bundle.pydevd_resolver': <module '_pydevd_bundle.pydevd_resolver' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydevd_bundle\\\\pydevd_resolver.py'>,\n",
       " '_pydevd_bundle.pydevd_extension_api': <module '_pydevd_bundle.pydevd_extension_api' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydevd_bundle\\\\pydevd_extension_api.py'>,\n",
       " '_pydevd_bundle.pydevd_xml': <module '_pydevd_bundle.pydevd_xml' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydevd_bundle\\\\pydevd_xml.py'>,\n",
       " '_pydevd_bundle.pydevd_dont_trace': <module '_pydevd_bundle.pydevd_dont_trace' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydevd_bundle\\\\pydevd_dont_trace.py'>,\n",
       " '_pydevd_frame_eval.vendored': <module '_pydevd_frame_eval.vendored' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydevd_frame_eval\\\\vendored\\\\__init__.py'>,\n",
       " '_pydevd_frame_eval.vendored.bytecode.flags': <module '_pydevd_frame_eval.vendored.bytecode.flags' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydevd_frame_eval\\\\vendored\\\\bytecode\\\\flags.py'>,\n",
       " '_pydevd_frame_eval.vendored.bytecode.instr': <module '_pydevd_frame_eval.vendored.bytecode.instr' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydevd_frame_eval\\\\vendored\\\\bytecode\\\\instr.py'>,\n",
       " '_pydevd_frame_eval.vendored.bytecode.bytecode': <module '_pydevd_frame_eval.vendored.bytecode.bytecode' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydevd_frame_eval\\\\vendored\\\\bytecode\\\\bytecode.py'>,\n",
       " '_pydevd_frame_eval.vendored.bytecode.concrete': <module '_pydevd_frame_eval.vendored.bytecode.concrete' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydevd_frame_eval\\\\vendored\\\\bytecode\\\\concrete.py'>,\n",
       " '_pydevd_frame_eval.vendored.bytecode.cfg': <module '_pydevd_frame_eval.vendored.bytecode.cfg' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydevd_frame_eval\\\\vendored\\\\bytecode\\\\cfg.py'>,\n",
       " '_pydevd_frame_eval.vendored.bytecode': <module '_pydevd_frame_eval.vendored.bytecode' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydevd_frame_eval\\\\vendored\\\\bytecode\\\\__init__.py'>,\n",
       " '_pydevd_bundle.pydevd_bytecode_utils': <module '_pydevd_bundle.pydevd_bytecode_utils' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydevd_bundle\\\\pydevd_bytecode_utils.py'>,\n",
       " '_pydevd_bundle.pydevd_cython': <module '_pydevd_bundle.pydevd_cython' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydevd_bundle\\\\pydevd_cython.cp311-win_amd64.pyd'>,\n",
       " '_pydevd_bundle.pydevd_cython_wrapper': <module '_pydevd_bundle.pydevd_cython_wrapper' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydevd_bundle\\\\pydevd_cython_wrapper.py'>,\n",
       " '_pydevd_bundle.pydevd_additional_thread_info': <module '_pydevd_bundle.pydevd_additional_thread_info' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydevd_bundle\\\\pydevd_additional_thread_info.py'>,\n",
       " '_pydevd_bundle.pydevd_thread_lifecycle': <module '_pydevd_bundle.pydevd_thread_lifecycle' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydevd_bundle\\\\pydevd_thread_lifecycle.py'>,\n",
       " '_pydevd_bundle.pydevd_save_locals': <module '_pydevd_bundle.pydevd_save_locals' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydevd_bundle\\\\pydevd_save_locals.py'>,\n",
       " '_pydev_bundle.pydev_monkey': <module '_pydev_bundle.pydev_monkey' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydev_bundle\\\\pydev_monkey.py'>,\n",
       " 'pydevd_tracing': <module 'pydevd_tracing' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\pydevd_tracing.py'>,\n",
       " '_pydevd_bundle.pydevd_collect_bytecode_info': <module '_pydevd_bundle.pydevd_collect_bytecode_info' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydevd_bundle\\\\pydevd_collect_bytecode_info.py'>,\n",
       " '_pydevd_bundle.pydevd_daemon_thread': <module '_pydevd_bundle.pydevd_daemon_thread' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydevd_bundle\\\\pydevd_daemon_thread.py'>,\n",
       " '_pydevd_bundle.pydevd_timeout': <module '_pydevd_bundle.pydevd_timeout' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydevd_bundle\\\\pydevd_timeout.py'>,\n",
       " '_pydevd_bundle.pydevd_vars': <module '_pydevd_bundle.pydevd_vars' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydevd_bundle\\\\pydevd_vars.py'>,\n",
       " '_pydev_bundle.pydev_console_utils': <module '_pydev_bundle.pydev_console_utils' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydev_bundle\\\\pydev_console_utils.py'>,\n",
       " '_pydevd_bundle.pydevd_import_class': <module '_pydevd_bundle.pydevd_import_class' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydevd_bundle\\\\pydevd_import_class.py'>,\n",
       " '_pydevd_bundle.pydevd_breakpoints': <module '_pydevd_bundle.pydevd_breakpoints' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydevd_bundle\\\\pydevd_breakpoints.py'>,\n",
       " '_pydevd_bundle.pydevd_custom_frames': <module '_pydevd_bundle.pydevd_custom_frames' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydevd_bundle\\\\pydevd_custom_frames.py'>,\n",
       " '_pydevd_bundle.pydevd_dont_trace_files': <module '_pydevd_bundle.pydevd_dont_trace_files' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydevd_bundle\\\\pydevd_dont_trace_files.py'>,\n",
       " '_pydevd_bundle.pydevd_net_command': <module '_pydevd_bundle.pydevd_net_command' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydevd_bundle\\\\pydevd_net_command.py'>,\n",
       " '_pydevd_bundle.pydevconsole_code': <module '_pydevd_bundle.pydevconsole_code' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydevd_bundle\\\\pydevconsole_code.py'>,\n",
       " '_pydev_bundle.pydev_umd': <module '_pydev_bundle.pydev_umd' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydev_bundle\\\\pydev_umd.py'>,\n",
       " 'pydevconsole': <module 'pydevconsole' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\pydevconsole.py'>,\n",
       " '_pydev_bundle._pydev_completer': <module '_pydev_bundle._pydev_completer' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydev_bundle\\\\_pydev_completer.py'>,\n",
       " '_pydevd_bundle.pydevd_net_command_factory_xml': <module '_pydevd_bundle.pydevd_net_command_factory_xml' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydevd_bundle\\\\pydevd_net_command_factory_xml.py'>,\n",
       " '_pydevd_bundle.pydevd_frame': <module '_pydevd_bundle.pydevd_frame' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydevd_bundle\\\\pydevd_frame.py'>,\n",
       " '_pydevd_bundle.pydevd_additional_thread_info_regular': <module '_pydevd_bundle.pydevd_additional_thread_info_regular' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydevd_bundle\\\\pydevd_additional_thread_info_regular.py'>,\n",
       " '_pydevd_bundle.pydevd_trace_dispatch': <module '_pydevd_bundle.pydevd_trace_dispatch' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydevd_bundle\\\\pydevd_trace_dispatch.py'>,\n",
       " '_pydevd_frame_eval.pydevd_frame_eval_main': <module '_pydevd_frame_eval.pydevd_frame_eval_main' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydevd_frame_eval\\\\pydevd_frame_eval_main.py'>,\n",
       " '_pydevd_bundle.pydevd_source_mapping': <module '_pydevd_bundle.pydevd_source_mapping' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydevd_bundle\\\\pydevd_source_mapping.py'>,\n",
       " '_pydevd_bundle.pydevd_concurrency_analyser': <module '_pydevd_bundle.pydevd_concurrency_analyser' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydevd_bundle\\\\pydevd_concurrency_analyser\\\\__init__.py'>,\n",
       " '_pydevd_bundle.pydevd_concurrency_analyser.pydevd_thread_wrappers': <module '_pydevd_bundle.pydevd_concurrency_analyser.pydevd_thread_wrappers' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydevd_bundle\\\\pydevd_concurrency_analyser\\\\pydevd_thread_wrappers.py'>,\n",
       " '_pydevd_bundle.pydevd_concurrency_analyser.pydevd_concurrency_logger': <module '_pydevd_bundle.pydevd_concurrency_analyser.pydevd_concurrency_logger' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydevd_bundle\\\\pydevd_concurrency_analyser\\\\pydevd_concurrency_logger.py'>,\n",
       " '_pydevd_bundle._debug_adapter': <module '_pydevd_bundle._debug_adapter' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydevd_bundle\\\\_debug_adapter\\\\__init__.py'>,\n",
       " '_pydevd_bundle._debug_adapter.pydevd_schema_log': <module '_pydevd_bundle._debug_adapter.pydevd_schema_log' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydevd_bundle\\\\_debug_adapter\\\\pydevd_schema_log.py'>,\n",
       " '_pydevd_bundle._debug_adapter.pydevd_base_schema': <module '_pydevd_bundle._debug_adapter.pydevd_base_schema' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydevd_bundle\\\\_debug_adapter\\\\pydevd_base_schema.py'>,\n",
       " '_pydevd_bundle._debug_adapter.pydevd_schema': <module '_pydevd_bundle._debug_adapter.pydevd_schema' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydevd_bundle\\\\_debug_adapter\\\\pydevd_schema.py'>,\n",
       " '_pydevd_bundle.pydevd_reload': <module '_pydevd_bundle.pydevd_reload' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydevd_bundle\\\\pydevd_reload.py'>,\n",
       " '_pydev_bundle.fsnotify': <module '_pydev_bundle.fsnotify' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydev_bundle\\\\fsnotify\\\\__init__.py'>,\n",
       " '_pydevd_bundle.pydevd_console': <module '_pydevd_bundle.pydevd_console' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydevd_bundle\\\\pydevd_console.py'>,\n",
       " '_pydevd_bundle.pydevd_comm': <module '_pydevd_bundle.pydevd_comm' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydevd_bundle\\\\pydevd_comm.py'>,\n",
       " '_pydevd_bundle.pydevd_net_command_factory_json': <module '_pydevd_bundle.pydevd_net_command_factory_json' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydevd_bundle\\\\pydevd_net_command_factory_json.py'>,\n",
       " '_pydevd_bundle.pydevd_api': <module '_pydevd_bundle.pydevd_api' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydevd_bundle\\\\pydevd_api.py'>,\n",
       " '_pydevd_bundle.pydevd_json_debug_options': <module '_pydevd_bundle.pydevd_json_debug_options' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydevd_bundle\\\\pydevd_json_debug_options.py'>,\n",
       " '_pydevd_bundle.pydevd_process_net_command_json': <module '_pydevd_bundle.pydevd_process_net_command_json' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydevd_bundle\\\\pydevd_process_net_command_json.py'>,\n",
       " '_pydevd_bundle.pydevd_traceproperty': <module '_pydevd_bundle.pydevd_traceproperty' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydevd_bundle\\\\pydevd_traceproperty.py'>,\n",
       " '_pydevd_bundle.pydevd_process_net_command': <module '_pydevd_bundle.pydevd_process_net_command' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydevd_bundle\\\\pydevd_process_net_command.py'>,\n",
       " '_pydevd_bundle.pydevd_suspended_frames': <module '_pydevd_bundle.pydevd_suspended_frames' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydevd_bundle\\\\pydevd_suspended_frames.py'>,\n",
       " '_pydevd_bundle.pydevd_trace_api': <module '_pydevd_bundle.pydevd_trace_api' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydevd_bundle\\\\pydevd_trace_api.py'>,\n",
       " 'pydevd_plugins.pydevd_line_validation': <module 'pydevd_plugins.pydevd_line_validation' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\pydevd_plugins\\\\pydevd_line_validation.py'>,\n",
       " 'django.utils': <module 'django.utils' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\django\\\\utils\\\\__init__.py'>,\n",
       " 'django.utils.functional': <module 'django.utils.functional' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\django\\\\utils\\\\functional.py'>,\n",
       " 'django.utils.regex_helper': <module 'django.utils.regex_helper' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\django\\\\utils\\\\regex_helper.py'>,\n",
       " 'django.utils.version': <module 'django.utils.version' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\django\\\\utils\\\\version.py'>,\n",
       " 'django': <module 'django' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\django\\\\__init__.py'>,\n",
       " 'pydevd_plugins.django_debug': <module 'pydevd_plugins.django_debug' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\pydevd_plugins\\\\django_debug.py'>,\n",
       " 'pydevd_plugins.jinja2_debug': <module 'pydevd_plugins.jinja2_debug' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\pydevd_plugins\\\\jinja2_debug.py'>,\n",
       " '_pydevd_bundle.pydevd_plugin_utils': <module '_pydevd_bundle.pydevd_plugin_utils' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\_pydevd_bundle\\\\pydevd_plugin_utils.py'>,\n",
       " 'pydevd_plugins.extensions.types': <module 'pydevd_plugins.extensions.types' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\pydevd_plugins\\\\extensions\\\\types\\\\__init__.py'>,\n",
       " 'pydevd_plugins.extensions.types.pydevd_helpers': <module 'pydevd_plugins.extensions.types.pydevd_helpers' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\pydevd_plugins\\\\extensions\\\\types\\\\pydevd_helpers.py'>,\n",
       " 'pydevd_plugins.extensions.types.pydevd_plugin_numpy_types': <module 'pydevd_plugins.extensions.types.pydevd_plugin_numpy_types' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\pydevd_plugins\\\\extensions\\\\types\\\\pydevd_plugin_numpy_types.py'>,\n",
       " 'pydevd_plugins.extensions.types.pydevd_plugin_pandas_types': <module 'pydevd_plugins.extensions.types.pydevd_plugin_pandas_types' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\pydevd_plugins\\\\extensions\\\\types\\\\pydevd_plugin_pandas_types.py'>,\n",
       " 'pydevd_plugins.extensions.types.pydevd_plugins_django_form_str': <module 'pydevd_plugins.extensions.types.pydevd_plugins_django_form_str' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\pydevd_plugins\\\\extensions\\\\types\\\\pydevd_plugins_django_form_str.py'>,\n",
       " 'pydevd': <module 'pydevd' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\pydevd\\\\pydevd.py'>,\n",
       " 'debugpy._vendored.force_pydevd': <module 'debugpy._vendored.force_pydevd' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\_vendored\\\\force_pydevd.py'>,\n",
       " 'debugpy.server': <module 'debugpy.server' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\server\\\\__init__.py'>,\n",
       " 'debugpy.adapter': <module 'debugpy.adapter' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\adapter\\\\__init__.py'>,\n",
       " 'debugpy.common': <module 'debugpy.common' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\common\\\\__init__.py'>,\n",
       " 'debugpy.common.json': <module 'debugpy.common.json' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\common\\\\json.py'>,\n",
       " 'debugpy.common.timestamp': <module 'debugpy.common.timestamp' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\common\\\\timestamp.py'>,\n",
       " 'debugpy.common.util': <module 'debugpy.common.util' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\common\\\\util.py'>,\n",
       " 'debugpy.common.log': <module 'debugpy.common.log' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\common\\\\log.py'>,\n",
       " 'debugpy.common.sockets': <module 'debugpy.common.sockets' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\common\\\\sockets.py'>,\n",
       " 'debugpy.server.api': <module 'debugpy.server.api' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\debugpy\\\\server\\\\api.py'>,\n",
       " 'ipykernel.debugger': <module 'ipykernel.debugger' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\ipykernel\\\\debugger.py'>,\n",
       " 'packaging': <module 'packaging' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\packaging\\\\__init__.py'>,\n",
       " 'packaging._structures': <module 'packaging._structures' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\packaging\\\\_structures.py'>,\n",
       " 'packaging.version': <module 'packaging.version' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\packaging\\\\version.py'>,\n",
       " 'ipykernel.eventloops': <module 'ipykernel.eventloops' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\ipykernel\\\\eventloops.py'>,\n",
       " 'IPython.core.payloadpage': <module 'IPython.core.payloadpage' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\core\\\\payloadpage.py'>,\n",
       " 'ipykernel.displayhook': <module 'ipykernel.displayhook' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\ipykernel\\\\displayhook.py'>,\n",
       " 'ipykernel.zmqshell': <module 'ipykernel.zmqshell' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\ipykernel\\\\zmqshell.py'>,\n",
       " 'ipykernel.ipkernel': <module 'ipykernel.ipkernel' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\ipykernel\\\\ipkernel.py'>,\n",
       " 'ipykernel.parentpoller': <module 'ipykernel.parentpoller' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\ipykernel\\\\parentpoller.py'>,\n",
       " 'ipykernel.kernelapp': <module 'ipykernel.kernelapp' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\ipykernel\\\\kernelapp.py'>,\n",
       " 'tornado.platform': <module 'tornado.platform' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\tornado\\\\platform\\\\__init__.py'>,\n",
       " 'tornado.platform.asyncio': <module 'tornado.platform.asyncio' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\tornado\\\\platform\\\\asyncio.py'>,\n",
       " 'faulthandler': <module 'faulthandler' (built-in)>,\n",
       " 'IPython.core.completerlib': <module 'IPython.core.completerlib' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\IPython\\\\core\\\\completerlib.py'>,\n",
       " 'vscode': <module 'vscode'>,\n",
       " 'pygments.styles.default': <module 'pygments.styles.default' from 'C:\\\\Users\\\\dqthi\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python311\\\\site-packages\\\\pygments\\\\styles\\\\default.py'>,\n",
       " 'mymod': <module 'mymod' from 'c:\\\\Users\\\\dqthi\\\\OneDrive\\\\Coding_Journey\\\\CodeBreakThrough\\\\Beginner_Python_Programming_All-in-One_Tutorial_Series\\\\mymod.py'>}"
      ]
     },
     "execution_count": 40,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sys.modules"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "sys.modules in which: \n",
    "    - a key is string named module \n",
    "    - value is module object  \n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "True"
      ]
     },
     "execution_count": 41,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "'mymod' in sys.modules"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['__builtins__',\n",
       " '__cached__',\n",
       " '__doc__',\n",
       " '__file__',\n",
       " '__loader__',\n",
       " '__name__',\n",
       " '__package__',\n",
       " '__spec__',\n",
       " 'hello',\n",
       " 'x',\n",
       " 'y',\n",
       " 'z']"
      ]
     },
     "execution_count": 42,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dir(mymod)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "metadata": {},
   "outputs": [],
   "source": [
    "import mymod"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['__builtins__',\n",
       " '__cached__',\n",
       " '__doc__',\n",
       " '__file__',\n",
       " '__loader__',\n",
       " '__name__',\n",
       " '__package__',\n",
       " '__spec__',\n",
       " 'hello',\n",
       " 'x',\n",
       " 'y',\n",
       " 'z']"
      ]
     },
     "execution_count": 44,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dir(mymod)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "metadata": {},
   "outputs": [],
   "source": [
    "del(sys.modules['mymod'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 82,
   "metadata": {},
   "outputs": [],
   "source": [
    "import mymod"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['__builtins__',\n",
       " '__cached__',\n",
       " '__doc__',\n",
       " '__file__',\n",
       " '__loader__',\n",
       " '__name__',\n",
       " '__package__',\n",
       " '__spec__',\n",
       " 'hello',\n",
       " 'surprise',\n",
       " 'x',\n",
       " 'y',\n",
       " 'z']"
      ]
     },
     "execution_count": 47,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dir(mymod)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "5"
      ]
     },
     "execution_count": 48,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "mymod.surprise"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "False"
      ]
     },
     "execution_count": 49,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "'statistics' in sys.modules"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "metadata": {},
   "outputs": [],
   "source": [
    "import statistics"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "True"
      ]
     },
     "execution_count": 52,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "'statistics' in sys.modules"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "20"
      ]
     },
     "execution_count": 53,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "statistics.mean([10, 20, 30])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "20"
      ]
     },
     "execution_count": 54,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sys.modules['statistics'].mean([10, 20, 30])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Help on module random:\n",
      "\n",
      "NAME\n",
      "    random - Random variable generators.\n",
      "\n",
      "MODULE REFERENCE\n",
      "    https://docs.python.org/3.11/library/random.html\n",
      "    \n",
      "    The following documentation is automatically generated from the Python\n",
      "    source files.  It may be incomplete, incorrect or include features that\n",
      "    are considered implementation detail and may vary between Python\n",
      "    implementations.  When in doubt, consult the module reference at the\n",
      "    location listed above.\n",
      "\n",
      "DESCRIPTION\n",
      "        bytes\n",
      "        -----\n",
      "               uniform bytes (values between 0 and 255)\n",
      "    \n",
      "        integers\n",
      "        --------\n",
      "               uniform within range\n",
      "    \n",
      "        sequences\n",
      "        ---------\n",
      "               pick random element\n",
      "               pick random sample\n",
      "               pick weighted random sample\n",
      "               generate random permutation\n",
      "    \n",
      "        distributions on the real line:\n",
      "        ------------------------------\n",
      "               uniform\n",
      "               triangular\n",
      "               normal (Gaussian)\n",
      "               lognormal\n",
      "               negative exponential\n",
      "               gamma\n",
      "               beta\n",
      "               pareto\n",
      "               Weibull\n",
      "    \n",
      "        distributions on the circle (angles 0 to 2pi)\n",
      "        ---------------------------------------------\n",
      "               circular uniform\n",
      "               von Mises\n",
      "    \n",
      "    General notes on the underlying Mersenne Twister core generator:\n",
      "    \n",
      "    * The period is 2**19937-1.\n",
      "    * It is one of the most extensively tested generators in existence.\n",
      "    * The random() method is implemented in C, executes in a single Python step,\n",
      "      and is, therefore, threadsafe.\n",
      "\n",
      "CLASSES\n",
      "    _random.Random(builtins.object)\n",
      "        Random\n",
      "            SystemRandom\n",
      "    \n",
      "    class Random(_random.Random)\n",
      "     |  Random(x=None)\n",
      "     |  \n",
      "     |  Random number generator base class used by bound module functions.\n",
      "     |  \n",
      "     |  Used to instantiate instances of Random to get generators that don't\n",
      "     |  share state.\n",
      "     |  \n",
      "     |  Class Random can also be subclassed if you want to use a different basic\n",
      "     |  generator of your own devising: in that case, override the following\n",
      "     |  methods:  random(), seed(), getstate(), and setstate().\n",
      "     |  Optionally, implement a getrandbits() method so that randrange()\n",
      "     |  can cover arbitrarily large ranges.\n",
      "     |  \n",
      "     |  Method resolution order:\n",
      "     |      Random\n",
      "     |      _random.Random\n",
      "     |      builtins.object\n",
      "     |  \n",
      "     |  Methods defined here:\n",
      "     |  \n",
      "     |  __getstate__(self)\n",
      "     |      Helper for pickle.\n",
      "     |  \n",
      "     |  __init__(self, x=None)\n",
      "     |      Initialize an instance.\n",
      "     |      \n",
      "     |      Optional argument x controls seeding, as for Random.seed().\n",
      "     |  \n",
      "     |  __reduce__(self)\n",
      "     |      Helper for pickle.\n",
      "     |  \n",
      "     |  __setstate__(self, state)\n",
      "     |  \n",
      "     |  betavariate(self, alpha, beta)\n",
      "     |      Beta distribution.\n",
      "     |      \n",
      "     |      Conditions on the parameters are alpha > 0 and beta > 0.\n",
      "     |      Returned values range between 0 and 1.\n",
      "     |  \n",
      "     |  choice(self, seq)\n",
      "     |      Choose a random element from a non-empty sequence.\n",
      "     |  \n",
      "     |  choices(self, population, weights=None, *, cum_weights=None, k=1)\n",
      "     |      Return a k sized list of population elements chosen with replacement.\n",
      "     |      \n",
      "     |      If the relative weights or cumulative weights are not specified,\n",
      "     |      the selections are made with equal probability.\n",
      "     |  \n",
      "     |  expovariate(self, lambd)\n",
      "     |      Exponential distribution.\n",
      "     |      \n",
      "     |      lambd is 1.0 divided by the desired mean.  It should be\n",
      "     |      nonzero.  (The parameter would be called \"lambda\", but that is\n",
      "     |      a reserved word in Python.)  Returned values range from 0 to\n",
      "     |      positive infinity if lambd is positive, and from negative\n",
      "     |      infinity to 0 if lambd is negative.\n",
      "     |  \n",
      "     |  gammavariate(self, alpha, beta)\n",
      "     |      Gamma distribution.  Not the gamma function!\n",
      "     |      \n",
      "     |      Conditions on the parameters are alpha > 0 and beta > 0.\n",
      "     |      \n",
      "     |      The probability distribution function is:\n",
      "     |      \n",
      "     |                  x ** (alpha - 1) * math.exp(-x / beta)\n",
      "     |        pdf(x) =  --------------------------------------\n",
      "     |                    math.gamma(alpha) * beta ** alpha\n",
      "     |  \n",
      "     |  gauss(self, mu=0.0, sigma=1.0)\n",
      "     |      Gaussian distribution.\n",
      "     |      \n",
      "     |      mu is the mean, and sigma is the standard deviation.  This is\n",
      "     |      slightly faster than the normalvariate() function.\n",
      "     |      \n",
      "     |      Not thread-safe without a lock around calls.\n",
      "     |  \n",
      "     |  getstate(self)\n",
      "     |      Return internal state; can be passed to setstate() later.\n",
      "     |  \n",
      "     |  lognormvariate(self, mu, sigma)\n",
      "     |      Log normal distribution.\n",
      "     |      \n",
      "     |      If you take the natural logarithm of this distribution, you'll get a\n",
      "     |      normal distribution with mean mu and standard deviation sigma.\n",
      "     |      mu can have any value, and sigma must be greater than zero.\n",
      "     |  \n",
      "     |  normalvariate(self, mu=0.0, sigma=1.0)\n",
      "     |      Normal distribution.\n",
      "     |      \n",
      "     |      mu is the mean, and sigma is the standard deviation.\n",
      "     |  \n",
      "     |  paretovariate(self, alpha)\n",
      "     |      Pareto distribution.  alpha is the shape parameter.\n",
      "     |  \n",
      "     |  randbytes(self, n)\n",
      "     |      Generate n random bytes.\n",
      "     |  \n",
      "     |  randint(self, a, b)\n",
      "     |      Return random integer in range [a, b], including both end points.\n",
      "     |  \n",
      "     |  randrange(self, start, stop=None, step=1)\n",
      "     |      Choose a random item from range(stop) or range(start, stop[, step]).\n",
      "     |      \n",
      "     |      Roughly equivalent to ``choice(range(start, stop, step))`` but\n",
      "     |      supports arbitrarily large ranges and is optimized for common cases.\n",
      "     |  \n",
      "     |  sample(self, population, k, *, counts=None)\n",
      "     |      Chooses k unique random elements from a population sequence.\n",
      "     |      \n",
      "     |      Returns a new list containing elements from the population while\n",
      "     |      leaving the original population unchanged.  The resulting list is\n",
      "     |      in selection order so that all sub-slices will also be valid random\n",
      "     |      samples.  This allows raffle winners (the sample) to be partitioned\n",
      "     |      into grand prize and second place winners (the subslices).\n",
      "     |      \n",
      "     |      Members of the population need not be hashable or unique.  If the\n",
      "     |      population contains repeats, then each occurrence is a possible\n",
      "     |      selection in the sample.\n",
      "     |      \n",
      "     |      Repeated elements can be specified one at a time or with the optional\n",
      "     |      counts parameter.  For example:\n",
      "     |      \n",
      "     |          sample(['red', 'blue'], counts=[4, 2], k=5)\n",
      "     |      \n",
      "     |      is equivalent to:\n",
      "     |      \n",
      "     |          sample(['red', 'red', 'red', 'red', 'blue', 'blue'], k=5)\n",
      "     |      \n",
      "     |      To choose a sample from a range of integers, use range() for the\n",
      "     |      population argument.  This is especially fast and space efficient\n",
      "     |      for sampling from a large population:\n",
      "     |      \n",
      "     |          sample(range(10000000), 60)\n",
      "     |  \n",
      "     |  seed(self, a=None, version=2)\n",
      "     |      Initialize internal state from a seed.\n",
      "     |      \n",
      "     |      The only supported seed types are None, int, float,\n",
      "     |      str, bytes, and bytearray.\n",
      "     |      \n",
      "     |      None or no argument seeds from current time or from an operating\n",
      "     |      system specific randomness source if available.\n",
      "     |      \n",
      "     |      If *a* is an int, all bits are used.\n",
      "     |      \n",
      "     |      For version 2 (the default), all of the bits are used if *a* is a str,\n",
      "     |      bytes, or bytearray.  For version 1 (provided for reproducing random\n",
      "     |      sequences from older versions of Python), the algorithm for str and\n",
      "     |      bytes generates a narrower range of seeds.\n",
      "     |  \n",
      "     |  setstate(self, state)\n",
      "     |      Restore internal state from object returned by getstate().\n",
      "     |  \n",
      "     |  shuffle(self, x)\n",
      "     |      Shuffle list x in place, and return None.\n",
      "     |  \n",
      "     |  triangular(self, low=0.0, high=1.0, mode=None)\n",
      "     |      Triangular distribution.\n",
      "     |      \n",
      "     |      Continuous distribution bounded by given lower and upper limits,\n",
      "     |      and having a given mode value in-between.\n",
      "     |      \n",
      "     |      http://en.wikipedia.org/wiki/Triangular_distribution\n",
      "     |  \n",
      "     |  uniform(self, a, b)\n",
      "     |      Get a random number in the range [a, b) or [a, b] depending on rounding.\n",
      "     |  \n",
      "     |  vonmisesvariate(self, mu, kappa)\n",
      "     |      Circular data distribution.\n",
      "     |      \n",
      "     |      mu is the mean angle, expressed in radians between 0 and 2*pi, and\n",
      "     |      kappa is the concentration parameter, which must be greater than or\n",
      "     |      equal to zero.  If kappa is equal to zero, this distribution reduces\n",
      "     |      to a uniform random angle over the range 0 to 2*pi.\n",
      "     |  \n",
      "     |  weibullvariate(self, alpha, beta)\n",
      "     |      Weibull distribution.\n",
      "     |      \n",
      "     |      alpha is the scale parameter and beta is the shape parameter.\n",
      "     |  \n",
      "     |  ----------------------------------------------------------------------\n",
      "     |  Class methods defined here:\n",
      "     |  \n",
      "     |  __init_subclass__(**kwargs)\n",
      "     |      Control how subclasses generate random integers.\n",
      "     |      \n",
      "     |      The algorithm a subclass can use depends on the random() and/or\n",
      "     |      getrandbits() implementation available to it and determines\n",
      "     |      whether it can generate random integers from arbitrarily large\n",
      "     |      ranges.\n",
      "     |  \n",
      "     |  ----------------------------------------------------------------------\n",
      "     |  Data descriptors defined here:\n",
      "     |  \n",
      "     |  __dict__\n",
      "     |      dictionary for instance variables\n",
      "     |  \n",
      "     |  __weakref__\n",
      "     |      list of weak references to the object\n",
      "     |  \n",
      "     |  ----------------------------------------------------------------------\n",
      "     |  Data and other attributes defined here:\n",
      "     |  \n",
      "     |  VERSION = 3\n",
      "     |  \n",
      "     |  ----------------------------------------------------------------------\n",
      "     |  Methods inherited from _random.Random:\n",
      "     |  \n",
      "     |  getrandbits(self, k, /)\n",
      "     |      getrandbits(k) -> x.  Generates an int with k random bits.\n",
      "     |  \n",
      "     |  random(self, /)\n",
      "     |      random() -> x in the interval [0, 1).\n",
      "     |  \n",
      "     |  ----------------------------------------------------------------------\n",
      "     |  Static methods inherited from _random.Random:\n",
      "     |  \n",
      "     |  __new__(*args, **kwargs) class method of _random.Random\n",
      "     |      Create and return a new object.  See help(type) for accurate signature.\n",
      "    \n",
      "    class SystemRandom(Random)\n",
      "     |  SystemRandom(x=None)\n",
      "     |  \n",
      "     |  Alternate random number generator using sources provided\n",
      "     |  by the operating system (such as /dev/urandom on Unix or\n",
      "     |  CryptGenRandom on Windows).\n",
      "     |  \n",
      "     |   Not available on all systems (see os.urandom() for details).\n",
      "     |  \n",
      "     |  Method resolution order:\n",
      "     |      SystemRandom\n",
      "     |      Random\n",
      "     |      _random.Random\n",
      "     |      builtins.object\n",
      "     |  \n",
      "     |  Methods defined here:\n",
      "     |  \n",
      "     |  getrandbits(self, k)\n",
      "     |      getrandbits(k) -> x.  Generates an int with k random bits.\n",
      "     |  \n",
      "     |  getstate = _notimplemented(self, *args, **kwds)\n",
      "     |  \n",
      "     |  randbytes(self, n)\n",
      "     |      Generate n random bytes.\n",
      "     |  \n",
      "     |  random(self)\n",
      "     |      Get the next random number in the range 0.0 <= X < 1.0.\n",
      "     |  \n",
      "     |  seed(self, *args, **kwds)\n",
      "     |      Stub method.  Not used for a system random number generator.\n",
      "     |  \n",
      "     |  setstate = _notimplemented(self, *args, **kwds)\n",
      "     |  \n",
      "     |  ----------------------------------------------------------------------\n",
      "     |  Methods inherited from Random:\n",
      "     |  \n",
      "     |  __getstate__(self)\n",
      "     |      Helper for pickle.\n",
      "     |  \n",
      "     |  __init__(self, x=None)\n",
      "     |      Initialize an instance.\n",
      "     |      \n",
      "     |      Optional argument x controls seeding, as for Random.seed().\n",
      "     |  \n",
      "     |  __reduce__(self)\n",
      "     |      Helper for pickle.\n",
      "     |  \n",
      "     |  __setstate__(self, state)\n",
      "     |  \n",
      "     |  betavariate(self, alpha, beta)\n",
      "     |      Beta distribution.\n",
      "     |      \n",
      "     |      Conditions on the parameters are alpha > 0 and beta > 0.\n",
      "     |      Returned values range between 0 and 1.\n",
      "     |  \n",
      "     |  choice(self, seq)\n",
      "     |      Choose a random element from a non-empty sequence.\n",
      "     |  \n",
      "     |  choices(self, population, weights=None, *, cum_weights=None, k=1)\n",
      "     |      Return a k sized list of population elements chosen with replacement.\n",
      "     |      \n",
      "     |      If the relative weights or cumulative weights are not specified,\n",
      "     |      the selections are made with equal probability.\n",
      "     |  \n",
      "     |  expovariate(self, lambd)\n",
      "     |      Exponential distribution.\n",
      "     |      \n",
      "     |      lambd is 1.0 divided by the desired mean.  It should be\n",
      "     |      nonzero.  (The parameter would be called \"lambda\", but that is\n",
      "     |      a reserved word in Python.)  Returned values range from 0 to\n",
      "     |      positive infinity if lambd is positive, and from negative\n",
      "     |      infinity to 0 if lambd is negative.\n",
      "     |  \n",
      "     |  gammavariate(self, alpha, beta)\n",
      "     |      Gamma distribution.  Not the gamma function!\n",
      "     |      \n",
      "     |      Conditions on the parameters are alpha > 0 and beta > 0.\n",
      "     |      \n",
      "     |      The probability distribution function is:\n",
      "     |      \n",
      "     |                  x ** (alpha - 1) * math.exp(-x / beta)\n",
      "     |        pdf(x) =  --------------------------------------\n",
      "     |                    math.gamma(alpha) * beta ** alpha\n",
      "     |  \n",
      "     |  gauss(self, mu=0.0, sigma=1.0)\n",
      "     |      Gaussian distribution.\n",
      "     |      \n",
      "     |      mu is the mean, and sigma is the standard deviation.  This is\n",
      "     |      slightly faster than the normalvariate() function.\n",
      "     |      \n",
      "     |      Not thread-safe without a lock around calls.\n",
      "     |  \n",
      "     |  lognormvariate(self, mu, sigma)\n",
      "     |      Log normal distribution.\n",
      "     |      \n",
      "     |      If you take the natural logarithm of this distribution, you'll get a\n",
      "     |      normal distribution with mean mu and standard deviation sigma.\n",
      "     |      mu can have any value, and sigma must be greater than zero.\n",
      "     |  \n",
      "     |  normalvariate(self, mu=0.0, sigma=1.0)\n",
      "     |      Normal distribution.\n",
      "     |      \n",
      "     |      mu is the mean, and sigma is the standard deviation.\n",
      "     |  \n",
      "     |  paretovariate(self, alpha)\n",
      "     |      Pareto distribution.  alpha is the shape parameter.\n",
      "     |  \n",
      "     |  randint(self, a, b)\n",
      "     |      Return random integer in range [a, b], including both end points.\n",
      "     |  \n",
      "     |  randrange(self, start, stop=None, step=1)\n",
      "     |      Choose a random item from range(stop) or range(start, stop[, step]).\n",
      "     |      \n",
      "     |      Roughly equivalent to ``choice(range(start, stop, step))`` but\n",
      "     |      supports arbitrarily large ranges and is optimized for common cases.\n",
      "     |  \n",
      "     |  sample(self, population, k, *, counts=None)\n",
      "     |      Chooses k unique random elements from a population sequence.\n",
      "     |      \n",
      "     |      Returns a new list containing elements from the population while\n",
      "     |      leaving the original population unchanged.  The resulting list is\n",
      "     |      in selection order so that all sub-slices will also be valid random\n",
      "     |      samples.  This allows raffle winners (the sample) to be partitioned\n",
      "     |      into grand prize and second place winners (the subslices).\n",
      "     |      \n",
      "     |      Members of the population need not be hashable or unique.  If the\n",
      "     |      population contains repeats, then each occurrence is a possible\n",
      "     |      selection in the sample.\n",
      "     |      \n",
      "     |      Repeated elements can be specified one at a time or with the optional\n",
      "     |      counts parameter.  For example:\n",
      "     |      \n",
      "     |          sample(['red', 'blue'], counts=[4, 2], k=5)\n",
      "     |      \n",
      "     |      is equivalent to:\n",
      "     |      \n",
      "     |          sample(['red', 'red', 'red', 'red', 'blue', 'blue'], k=5)\n",
      "     |      \n",
      "     |      To choose a sample from a range of integers, use range() for the\n",
      "     |      population argument.  This is especially fast and space efficient\n",
      "     |      for sampling from a large population:\n",
      "     |      \n",
      "     |          sample(range(10000000), 60)\n",
      "     |  \n",
      "     |  shuffle(self, x)\n",
      "     |      Shuffle list x in place, and return None.\n",
      "     |  \n",
      "     |  triangular(self, low=0.0, high=1.0, mode=None)\n",
      "     |      Triangular distribution.\n",
      "     |      \n",
      "     |      Continuous distribution bounded by given lower and upper limits,\n",
      "     |      and having a given mode value in-between.\n",
      "     |      \n",
      "     |      http://en.wikipedia.org/wiki/Triangular_distribution\n",
      "     |  \n",
      "     |  uniform(self, a, b)\n",
      "     |      Get a random number in the range [a, b) or [a, b] depending on rounding.\n",
      "     |  \n",
      "     |  vonmisesvariate(self, mu, kappa)\n",
      "     |      Circular data distribution.\n",
      "     |      \n",
      "     |      mu is the mean angle, expressed in radians between 0 and 2*pi, and\n",
      "     |      kappa is the concentration parameter, which must be greater than or\n",
      "     |      equal to zero.  If kappa is equal to zero, this distribution reduces\n",
      "     |      to a uniform random angle over the range 0 to 2*pi.\n",
      "     |  \n",
      "     |  weibullvariate(self, alpha, beta)\n",
      "     |      Weibull distribution.\n",
      "     |      \n",
      "     |      alpha is the scale parameter and beta is the shape parameter.\n",
      "     |  \n",
      "     |  ----------------------------------------------------------------------\n",
      "     |  Class methods inherited from Random:\n",
      "     |  \n",
      "     |  __init_subclass__(**kwargs)\n",
      "     |      Control how subclasses generate random integers.\n",
      "     |      \n",
      "     |      The algorithm a subclass can use depends on the random() and/or\n",
      "     |      getrandbits() implementation available to it and determines\n",
      "     |      whether it can generate random integers from arbitrarily large\n",
      "     |      ranges.\n",
      "     |  \n",
      "     |  ----------------------------------------------------------------------\n",
      "     |  Data descriptors inherited from Random:\n",
      "     |  \n",
      "     |  __dict__\n",
      "     |      dictionary for instance variables\n",
      "     |  \n",
      "     |  __weakref__\n",
      "     |      list of weak references to the object\n",
      "     |  \n",
      "     |  ----------------------------------------------------------------------\n",
      "     |  Data and other attributes inherited from Random:\n",
      "     |  \n",
      "     |  VERSION = 3\n",
      "     |  \n",
      "     |  ----------------------------------------------------------------------\n",
      "     |  Static methods inherited from _random.Random:\n",
      "     |  \n",
      "     |  __new__(*args, **kwargs) class method of _random.Random\n",
      "     |      Create and return a new object.  See help(type) for accurate signature.\n",
      "\n",
      "FUNCTIONS\n",
      "    betavariate(alpha, beta) method of Random instance\n",
      "        Beta distribution.\n",
      "        \n",
      "        Conditions on the parameters are alpha > 0 and beta > 0.\n",
      "        Returned values range between 0 and 1.\n",
      "    \n",
      "    choice(seq) method of Random instance\n",
      "        Choose a random element from a non-empty sequence.\n",
      "    \n",
      "    choices(population, weights=None, *, cum_weights=None, k=1) method of Random instance\n",
      "        Return a k sized list of population elements chosen with replacement.\n",
      "        \n",
      "        If the relative weights or cumulative weights are not specified,\n",
      "        the selections are made with equal probability.\n",
      "    \n",
      "    expovariate(lambd) method of Random instance\n",
      "        Exponential distribution.\n",
      "        \n",
      "        lambd is 1.0 divided by the desired mean.  It should be\n",
      "        nonzero.  (The parameter would be called \"lambda\", but that is\n",
      "        a reserved word in Python.)  Returned values range from 0 to\n",
      "        positive infinity if lambd is positive, and from negative\n",
      "        infinity to 0 if lambd is negative.\n",
      "    \n",
      "    gammavariate(alpha, beta) method of Random instance\n",
      "        Gamma distribution.  Not the gamma function!\n",
      "        \n",
      "        Conditions on the parameters are alpha > 0 and beta > 0.\n",
      "        \n",
      "        The probability distribution function is:\n",
      "        \n",
      "                    x ** (alpha - 1) * math.exp(-x / beta)\n",
      "          pdf(x) =  --------------------------------------\n",
      "                      math.gamma(alpha) * beta ** alpha\n",
      "    \n",
      "    gauss(mu=0.0, sigma=1.0) method of Random instance\n",
      "        Gaussian distribution.\n",
      "        \n",
      "        mu is the mean, and sigma is the standard deviation.  This is\n",
      "        slightly faster than the normalvariate() function.\n",
      "        \n",
      "        Not thread-safe without a lock around calls.\n",
      "    \n",
      "    getrandbits(k, /) method of Random instance\n",
      "        getrandbits(k) -> x.  Generates an int with k random bits.\n",
      "    \n",
      "    getstate() method of Random instance\n",
      "        Return internal state; can be passed to setstate() later.\n",
      "    \n",
      "    lognormvariate(mu, sigma) method of Random instance\n",
      "        Log normal distribution.\n",
      "        \n",
      "        If you take the natural logarithm of this distribution, you'll get a\n",
      "        normal distribution with mean mu and standard deviation sigma.\n",
      "        mu can have any value, and sigma must be greater than zero.\n",
      "    \n",
      "    normalvariate(mu=0.0, sigma=1.0) method of Random instance\n",
      "        Normal distribution.\n",
      "        \n",
      "        mu is the mean, and sigma is the standard deviation.\n",
      "    \n",
      "    paretovariate(alpha) method of Random instance\n",
      "        Pareto distribution.  alpha is the shape parameter.\n",
      "    \n",
      "    randbytes(n) method of Random instance\n",
      "        Generate n random bytes.\n",
      "    \n",
      "    randint(a, b) method of Random instance\n",
      "        Return random integer in range [a, b], including both end points.\n",
      "    \n",
      "    random() method of Random instance\n",
      "        random() -> x in the interval [0, 1).\n",
      "    \n",
      "    randrange(start, stop=None, step=1) method of Random instance\n",
      "        Choose a random item from range(stop) or range(start, stop[, step]).\n",
      "        \n",
      "        Roughly equivalent to ``choice(range(start, stop, step))`` but\n",
      "        supports arbitrarily large ranges and is optimized for common cases.\n",
      "    \n",
      "    sample(population, k, *, counts=None) method of Random instance\n",
      "        Chooses k unique random elements from a population sequence.\n",
      "        \n",
      "        Returns a new list containing elements from the population while\n",
      "        leaving the original population unchanged.  The resulting list is\n",
      "        in selection order so that all sub-slices will also be valid random\n",
      "        samples.  This allows raffle winners (the sample) to be partitioned\n",
      "        into grand prize and second place winners (the subslices).\n",
      "        \n",
      "        Members of the population need not be hashable or unique.  If the\n",
      "        population contains repeats, then each occurrence is a possible\n",
      "        selection in the sample.\n",
      "        \n",
      "        Repeated elements can be specified one at a time or with the optional\n",
      "        counts parameter.  For example:\n",
      "        \n",
      "            sample(['red', 'blue'], counts=[4, 2], k=5)\n",
      "        \n",
      "        is equivalent to:\n",
      "        \n",
      "            sample(['red', 'red', 'red', 'red', 'blue', 'blue'], k=5)\n",
      "        \n",
      "        To choose a sample from a range of integers, use range() for the\n",
      "        population argument.  This is especially fast and space efficient\n",
      "        for sampling from a large population:\n",
      "        \n",
      "            sample(range(10000000), 60)\n",
      "    \n",
      "    seed(a=None, version=2) method of Random instance\n",
      "        Initialize internal state from a seed.\n",
      "        \n",
      "        The only supported seed types are None, int, float,\n",
      "        str, bytes, and bytearray.\n",
      "        \n",
      "        None or no argument seeds from current time or from an operating\n",
      "        system specific randomness source if available.\n",
      "        \n",
      "        If *a* is an int, all bits are used.\n",
      "        \n",
      "        For version 2 (the default), all of the bits are used if *a* is a str,\n",
      "        bytes, or bytearray.  For version 1 (provided for reproducing random\n",
      "        sequences from older versions of Python), the algorithm for str and\n",
      "        bytes generates a narrower range of seeds.\n",
      "    \n",
      "    setstate(state) method of Random instance\n",
      "        Restore internal state from object returned by getstate().\n",
      "    \n",
      "    shuffle(x) method of Random instance\n",
      "        Shuffle list x in place, and return None.\n",
      "    \n",
      "    triangular(low=0.0, high=1.0, mode=None) method of Random instance\n",
      "        Triangular distribution.\n",
      "        \n",
      "        Continuous distribution bounded by given lower and upper limits,\n",
      "        and having a given mode value in-between.\n",
      "        \n",
      "        http://en.wikipedia.org/wiki/Triangular_distribution\n",
      "    \n",
      "    uniform(a, b) method of Random instance\n",
      "        Get a random number in the range [a, b) or [a, b] depending on rounding.\n",
      "    \n",
      "    vonmisesvariate(mu, kappa) method of Random instance\n",
      "        Circular data distribution.\n",
      "        \n",
      "        mu is the mean angle, expressed in radians between 0 and 2*pi, and\n",
      "        kappa is the concentration parameter, which must be greater than or\n",
      "        equal to zero.  If kappa is equal to zero, this distribution reduces\n",
      "        to a uniform random angle over the range 0 to 2*pi.\n",
      "    \n",
      "    weibullvariate(alpha, beta) method of Random instance\n",
      "        Weibull distribution.\n",
      "        \n",
      "        alpha is the scale parameter and beta is the shape parameter.\n",
      "\n",
      "DATA\n",
      "    __all__ = ['Random', 'SystemRandom', 'betavariate', 'choice', 'choices...\n",
      "\n",
      "FILE\n",
      "    c:\\program files\\windowsapps\\pythonsoftwarefoundation.python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\lib\\random.py\n",
      "\n",
      "\n"
     ]
    }
   ],
   "source": [
    "help(random)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Help on module statistics:\n",
      "\n",
      "NAME\n",
      "    statistics - Basic statistics module.\n",
      "\n",
      "MODULE REFERENCE\n",
      "    https://docs.python.org/3.11/library/statistics.html\n",
      "    \n",
      "    The following documentation is automatically generated from the Python\n",
      "    source files.  It may be incomplete, incorrect or include features that\n",
      "    are considered implementation detail and may vary between Python\n",
      "    implementations.  When in doubt, consult the module reference at the\n",
      "    location listed above.\n",
      "\n",
      "DESCRIPTION\n",
      "    This module provides functions for calculating statistics of data, including\n",
      "    averages, variance, and standard deviation.\n",
      "    \n",
      "    Calculating averages\n",
      "    --------------------\n",
      "    \n",
      "    ==================  ==================================================\n",
      "    Function            Description\n",
      "    ==================  ==================================================\n",
      "    mean                Arithmetic mean (average) of data.\n",
      "    fmean               Fast, floating point arithmetic mean.\n",
      "    geometric_mean      Geometric mean of data.\n",
      "    harmonic_mean       Harmonic mean of data.\n",
      "    median              Median (middle value) of data.\n",
      "    median_low          Low median of data.\n",
      "    median_high         High median of data.\n",
      "    median_grouped      Median, or 50th percentile, of grouped data.\n",
      "    mode                Mode (most common value) of data.\n",
      "    multimode           List of modes (most common values of data).\n",
      "    quantiles           Divide data into intervals with equal probability.\n",
      "    ==================  ==================================================\n",
      "    \n",
      "    Calculate the arithmetic mean (\"the average\") of data:\n",
      "    \n",
      "    >>> mean([-1.0, 2.5, 3.25, 5.75])\n",
      "    2.625\n",
      "    \n",
      "    \n",
      "    Calculate the standard median of discrete data:\n",
      "    \n",
      "    >>> median([2, 3, 4, 5])\n",
      "    3.5\n",
      "    \n",
      "    \n",
      "    Calculate the median, or 50th percentile, of data grouped into class intervals\n",
      "    centred on the data values provided. E.g. if your data points are rounded to\n",
      "    the nearest whole number:\n",
      "    \n",
      "    >>> median_grouped([2, 2, 3, 3, 3, 4])  #doctest: +ELLIPSIS\n",
      "    2.8333333333...\n",
      "    \n",
      "    This should be interpreted in this way: you have two data points in the class\n",
      "    interval 1.5-2.5, three data points in the class interval 2.5-3.5, and one in\n",
      "    the class interval 3.5-4.5. The median of these data points is 2.8333...\n",
      "    \n",
      "    \n",
      "    Calculating variability or spread\n",
      "    ---------------------------------\n",
      "    \n",
      "    ==================  =============================================\n",
      "    Function            Description\n",
      "    ==================  =============================================\n",
      "    pvariance           Population variance of data.\n",
      "    variance            Sample variance of data.\n",
      "    pstdev              Population standard deviation of data.\n",
      "    stdev               Sample standard deviation of data.\n",
      "    ==================  =============================================\n",
      "    \n",
      "    Calculate the standard deviation of sample data:\n",
      "    \n",
      "    >>> stdev([2.5, 3.25, 5.5, 11.25, 11.75])  #doctest: +ELLIPSIS\n",
      "    4.38961843444...\n",
      "    \n",
      "    If you have previously calculated the mean, you can pass it as the optional\n",
      "    second argument to the four \"spread\" functions to avoid recalculating it:\n",
      "    \n",
      "    >>> data = [1, 2, 2, 4, 4, 4, 5, 6]\n",
      "    >>> mu = mean(data)\n",
      "    >>> pvariance(data, mu)\n",
      "    2.5\n",
      "    \n",
      "    \n",
      "    Statistics for relations between two inputs\n",
      "    -------------------------------------------\n",
      "    \n",
      "    ==================  ====================================================\n",
      "    Function            Description\n",
      "    ==================  ====================================================\n",
      "    covariance          Sample covariance for two variables.\n",
      "    correlation         Pearson's correlation coefficient for two variables.\n",
      "    linear_regression   Intercept and slope for simple linear regression.\n",
      "    ==================  ====================================================\n",
      "    \n",
      "    Calculate covariance, Pearson's correlation, and simple linear regression\n",
      "    for two inputs:\n",
      "    \n",
      "    >>> x = [1, 2, 3, 4, 5, 6, 7, 8, 9]\n",
      "    >>> y = [1, 2, 3, 1, 2, 3, 1, 2, 3]\n",
      "    >>> covariance(x, y)\n",
      "    0.75\n",
      "    >>> correlation(x, y)  #doctest: +ELLIPSIS\n",
      "    0.31622776601...\n",
      "    >>> linear_regression(x, y)  #doctest:\n",
      "    LinearRegression(slope=0.1, intercept=1.5)\n",
      "    \n",
      "    \n",
      "    Exceptions\n",
      "    ----------\n",
      "    \n",
      "    A single exception is defined: StatisticsError is a subclass of ValueError.\n",
      "\n",
      "CLASSES\n",
      "    builtins.ValueError(builtins.Exception)\n",
      "        StatisticsError\n",
      "    builtins.object\n",
      "        NormalDist\n",
      "    \n",
      "    class NormalDist(builtins.object)\n",
      "     |  NormalDist(mu=0.0, sigma=1.0)\n",
      "     |  \n",
      "     |  Normal distribution of a random variable\n",
      "     |  \n",
      "     |  Methods defined here:\n",
      "     |  \n",
      "     |  __add__(x1, x2)\n",
      "     |      Add a constant or another NormalDist instance.\n",
      "     |      \n",
      "     |      If *other* is a constant, translate mu by the constant,\n",
      "     |      leaving sigma unchanged.\n",
      "     |      \n",
      "     |      If *other* is a NormalDist, add both the means and the variances.\n",
      "     |      Mathematically, this works only if the two distributions are\n",
      "     |      independent or if they are jointly normally distributed.\n",
      "     |  \n",
      "     |  __eq__(x1, x2)\n",
      "     |      Two NormalDist objects are equal if their mu and sigma are both equal.\n",
      "     |  \n",
      "     |  __getstate__(self)\n",
      "     |      Helper for pickle.\n",
      "     |  \n",
      "     |  __hash__(self)\n",
      "     |      NormalDist objects hash equal if their mu and sigma are both equal.\n",
      "     |  \n",
      "     |  __init__(self, mu=0.0, sigma=1.0)\n",
      "     |      NormalDist where mu is the mean and sigma is the standard deviation.\n",
      "     |  \n",
      "     |  __mul__(x1, x2)\n",
      "     |      Multiply both mu and sigma by a constant.\n",
      "     |      \n",
      "     |      Used for rescaling, perhaps to change measurement units.\n",
      "     |      Sigma is scaled with the absolute value of the constant.\n",
      "     |  \n",
      "     |  __neg__(x1)\n",
      "     |      Negates mu while keeping sigma the same.\n",
      "     |  \n",
      "     |  __pos__(x1)\n",
      "     |      Return a copy of the instance.\n",
      "     |  \n",
      "     |  __radd__ = __add__(x1, x2)\n",
      "     |  \n",
      "     |  __repr__(self)\n",
      "     |      Return repr(self).\n",
      "     |  \n",
      "     |  __rmul__ = __mul__(x1, x2)\n",
      "     |  \n",
      "     |  __rsub__(x1, x2)\n",
      "     |      Subtract a NormalDist from a constant or another NormalDist.\n",
      "     |  \n",
      "     |  __setstate__(self, state)\n",
      "     |  \n",
      "     |  __sub__(x1, x2)\n",
      "     |      Subtract a constant or another NormalDist instance.\n",
      "     |      \n",
      "     |      If *other* is a constant, translate by the constant mu,\n",
      "     |      leaving sigma unchanged.\n",
      "     |      \n",
      "     |      If *other* is a NormalDist, subtract the means and add the variances.\n",
      "     |      Mathematically, this works only if the two distributions are\n",
      "     |      independent or if they are jointly normally distributed.\n",
      "     |  \n",
      "     |  __truediv__(x1, x2)\n",
      "     |      Divide both mu and sigma by a constant.\n",
      "     |      \n",
      "     |      Used for rescaling, perhaps to change measurement units.\n",
      "     |      Sigma is scaled with the absolute value of the constant.\n",
      "     |  \n",
      "     |  cdf(self, x)\n",
      "     |      Cumulative distribution function.  P(X <= x)\n",
      "     |  \n",
      "     |  inv_cdf(self, p)\n",
      "     |      Inverse cumulative distribution function.  x : P(X <= x) = p\n",
      "     |      \n",
      "     |      Finds the value of the random variable such that the probability of\n",
      "     |      the variable being less than or equal to that value equals the given\n",
      "     |      probability.\n",
      "     |      \n",
      "     |      This function is also called the percent point function or quantile\n",
      "     |      function.\n",
      "     |  \n",
      "     |  overlap(self, other)\n",
      "     |      Compute the overlapping coefficient (OVL) between two normal distributions.\n",
      "     |      \n",
      "     |      Measures the agreement between two normal probability distributions.\n",
      "     |      Returns a value between 0.0 and 1.0 giving the overlapping area in\n",
      "     |      the two underlying probability density functions.\n",
      "     |      \n",
      "     |          >>> N1 = NormalDist(2.4, 1.6)\n",
      "     |          >>> N2 = NormalDist(3.2, 2.0)\n",
      "     |          >>> N1.overlap(N2)\n",
      "     |          0.8035050657330205\n",
      "     |  \n",
      "     |  pdf(self, x)\n",
      "     |      Probability density function.  P(x <= X < x+dx) / dx\n",
      "     |  \n",
      "     |  quantiles(self, n=4)\n",
      "     |      Divide into *n* continuous intervals with equal probability.\n",
      "     |      \n",
      "     |      Returns a list of (n - 1) cut points separating the intervals.\n",
      "     |      \n",
      "     |      Set *n* to 4 for quartiles (the default).  Set *n* to 10 for deciles.\n",
      "     |      Set *n* to 100 for percentiles which gives the 99 cuts points that\n",
      "     |      separate the normal distribution in to 100 equal sized groups.\n",
      "     |  \n",
      "     |  samples(self, n, *, seed=None)\n",
      "     |      Generate *n* samples for a given mean and standard deviation.\n",
      "     |  \n",
      "     |  zscore(self, x)\n",
      "     |      Compute the Standard Score.  (x - mean) / stdev\n",
      "     |      \n",
      "     |      Describes *x* in terms of the number of standard deviations\n",
      "     |      above or below the mean of the normal distribution.\n",
      "     |  \n",
      "     |  ----------------------------------------------------------------------\n",
      "     |  Class methods defined here:\n",
      "     |  \n",
      "     |  from_samples(data)\n",
      "     |      Make a normal distribution instance from sample data.\n",
      "     |  \n",
      "     |  ----------------------------------------------------------------------\n",
      "     |  Readonly properties defined here:\n",
      "     |  \n",
      "     |  mean\n",
      "     |      Arithmetic mean of the normal distribution.\n",
      "     |  \n",
      "     |  median\n",
      "     |      Return the median of the normal distribution\n",
      "     |  \n",
      "     |  mode\n",
      "     |      Return the mode of the normal distribution\n",
      "     |      \n",
      "     |      The mode is the value x where which the probability density\n",
      "     |      function (pdf) takes its maximum value.\n",
      "     |  \n",
      "     |  stdev\n",
      "     |      Standard deviation of the normal distribution.\n",
      "     |  \n",
      "     |  variance\n",
      "     |      Square of the standard deviation.\n",
      "    \n",
      "    class StatisticsError(builtins.ValueError)\n",
      "     |  Method resolution order:\n",
      "     |      StatisticsError\n",
      "     |      builtins.ValueError\n",
      "     |      builtins.Exception\n",
      "     |      builtins.BaseException\n",
      "     |      builtins.object\n",
      "     |  \n",
      "     |  Data descriptors defined here:\n",
      "     |  \n",
      "     |  __weakref__\n",
      "     |      list of weak references to the object\n",
      "     |  \n",
      "     |  ----------------------------------------------------------------------\n",
      "     |  Methods inherited from builtins.ValueError:\n",
      "     |  \n",
      "     |  __init__(self, /, *args, **kwargs)\n",
      "     |      Initialize self.  See help(type(self)) for accurate signature.\n",
      "     |  \n",
      "     |  ----------------------------------------------------------------------\n",
      "     |  Static methods inherited from builtins.ValueError:\n",
      "     |  \n",
      "     |  __new__(*args, **kwargs) class method of builtins.ValueError\n",
      "     |      Create and return a new object.  See help(type) for accurate signature.\n",
      "     |  \n",
      "     |  ----------------------------------------------------------------------\n",
      "     |  Methods inherited from builtins.BaseException:\n",
      "     |  \n",
      "     |  __delattr__(self, name, /)\n",
      "     |      Implement delattr(self, name).\n",
      "     |  \n",
      "     |  __getattribute__(self, name, /)\n",
      "     |      Return getattr(self, name).\n",
      "     |  \n",
      "     |  __reduce__(...)\n",
      "     |      Helper for pickle.\n",
      "     |  \n",
      "     |  __repr__(self, /)\n",
      "     |      Return repr(self).\n",
      "     |  \n",
      "     |  __setattr__(self, name, value, /)\n",
      "     |      Implement setattr(self, name, value).\n",
      "     |  \n",
      "     |  __setstate__(...)\n",
      "     |  \n",
      "     |  __str__(self, /)\n",
      "     |      Return str(self).\n",
      "     |  \n",
      "     |  add_note(...)\n",
      "     |      Exception.add_note(note) --\n",
      "     |      add a note to the exception\n",
      "     |  \n",
      "     |  with_traceback(...)\n",
      "     |      Exception.with_traceback(tb) --\n",
      "     |      set self.__traceback__ to tb and return self.\n",
      "     |  \n",
      "     |  ----------------------------------------------------------------------\n",
      "     |  Data descriptors inherited from builtins.BaseException:\n",
      "     |  \n",
      "     |  __cause__\n",
      "     |      exception cause\n",
      "     |  \n",
      "     |  __context__\n",
      "     |      exception context\n",
      "     |  \n",
      "     |  __dict__\n",
      "     |  \n",
      "     |  __suppress_context__\n",
      "     |  \n",
      "     |  __traceback__\n",
      "     |  \n",
      "     |  args\n",
      "\n",
      "FUNCTIONS\n",
      "    correlation(x, y, /)\n",
      "        Pearson's correlation coefficient\n",
      "        \n",
      "        Return the Pearson's correlation coefficient for two inputs. Pearson's\n",
      "        correlation coefficient *r* takes values between -1 and +1. It measures the\n",
      "        strength and direction of the linear relationship, where +1 means very\n",
      "        strong, positive linear relationship, -1 very strong, negative linear\n",
      "        relationship, and 0 no linear relationship.\n",
      "        \n",
      "        >>> x = [1, 2, 3, 4, 5, 6, 7, 8, 9]\n",
      "        >>> y = [9, 8, 7, 6, 5, 4, 3, 2, 1]\n",
      "        >>> correlation(x, x)\n",
      "        1.0\n",
      "        >>> correlation(x, y)\n",
      "        -1.0\n",
      "    \n",
      "    covariance(x, y, /)\n",
      "        Covariance\n",
      "        \n",
      "        Return the sample covariance of two inputs *x* and *y*. Covariance\n",
      "        is a measure of the joint variability of two inputs.\n",
      "        \n",
      "        >>> x = [1, 2, 3, 4, 5, 6, 7, 8, 9]\n",
      "        >>> y = [1, 2, 3, 1, 2, 3, 1, 2, 3]\n",
      "        >>> covariance(x, y)\n",
      "        0.75\n",
      "        >>> z = [9, 8, 7, 6, 5, 4, 3, 2, 1]\n",
      "        >>> covariance(x, z)\n",
      "        -7.5\n",
      "        >>> covariance(z, x)\n",
      "        -7.5\n",
      "    \n",
      "    fmean(data, weights=None)\n",
      "        Convert data to floats and compute the arithmetic mean.\n",
      "        \n",
      "        This runs faster than the mean() function and it always returns a float.\n",
      "        If the input dataset is empty, it raises a StatisticsError.\n",
      "        \n",
      "        >>> fmean([3.5, 4.0, 5.25])\n",
      "        4.25\n",
      "    \n",
      "    geometric_mean(data)\n",
      "        Convert data to floats and compute the geometric mean.\n",
      "        \n",
      "        Raises a StatisticsError if the input dataset is empty,\n",
      "        if it contains a zero, or if it contains a negative value.\n",
      "        \n",
      "        No special efforts are made to achieve exact results.\n",
      "        (However, this may change in the future.)\n",
      "        \n",
      "        >>> round(geometric_mean([54, 24, 36]), 9)\n",
      "        36.0\n",
      "    \n",
      "    harmonic_mean(data, weights=None)\n",
      "        Return the harmonic mean of data.\n",
      "        \n",
      "        The harmonic mean is the reciprocal of the arithmetic mean of the\n",
      "        reciprocals of the data.  It can be used for averaging ratios or\n",
      "        rates, for example speeds.\n",
      "        \n",
      "        Suppose a car travels 40 km/hr for 5 km and then speeds-up to\n",
      "        60 km/hr for another 5 km. What is the average speed?\n",
      "        \n",
      "            >>> harmonic_mean([40, 60])\n",
      "            48.0\n",
      "        \n",
      "        Suppose a car travels 40 km/hr for 5 km, and when traffic clears,\n",
      "        speeds-up to 60 km/hr for the remaining 30 km of the journey. What\n",
      "        is the average speed?\n",
      "        \n",
      "            >>> harmonic_mean([40, 60], weights=[5, 30])\n",
      "            56.0\n",
      "        \n",
      "        If ``data`` is empty, or any element is less than zero,\n",
      "        ``harmonic_mean`` will raise ``StatisticsError``.\n",
      "    \n",
      "    linear_regression(x, y, /, *, proportional=False)\n",
      "        Slope and intercept for simple linear regression.\n",
      "        \n",
      "        Return the slope and intercept of simple linear regression\n",
      "        parameters estimated using ordinary least squares. Simple linear\n",
      "        regression describes relationship between an independent variable\n",
      "        *x* and a dependent variable *y* in terms of a linear function:\n",
      "        \n",
      "            y = slope * x + intercept + noise\n",
      "        \n",
      "        where *slope* and *intercept* are the regression parameters that are\n",
      "        estimated, and noise represents the variability of the data that was\n",
      "        not explained by the linear regression (it is equal to the\n",
      "        difference between predicted and actual values of the dependent\n",
      "        variable).\n",
      "        \n",
      "        The parameters are returned as a named tuple.\n",
      "        \n",
      "        >>> x = [1, 2, 3, 4, 5]\n",
      "        >>> noise = NormalDist().samples(5, seed=42)\n",
      "        >>> y = [3 * x[i] + 2 + noise[i] for i in range(5)]\n",
      "        >>> linear_regression(x, y)  #doctest: +ELLIPSIS\n",
      "        LinearRegression(slope=3.09078914170..., intercept=1.75684970486...)\n",
      "        \n",
      "        If *proportional* is true, the independent variable *x* and the\n",
      "        dependent variable *y* are assumed to be directly proportional.\n",
      "        The data is fit to a line passing through the origin.\n",
      "        \n",
      "        Since the *intercept* will always be 0.0, the underlying linear\n",
      "        function simplifies to:\n",
      "        \n",
      "            y = slope * x + noise\n",
      "        \n",
      "        >>> y = [3 * x[i] + noise[i] for i in range(5)]\n",
      "        >>> linear_regression(x, y, proportional=True)  #doctest: +ELLIPSIS\n",
      "        LinearRegression(slope=3.02447542484..., intercept=0.0)\n",
      "    \n",
      "    mean(data)\n",
      "        Return the sample arithmetic mean of data.\n",
      "        \n",
      "        >>> mean([1, 2, 3, 4, 4])\n",
      "        2.8\n",
      "        \n",
      "        >>> from fractions import Fraction as F\n",
      "        >>> mean([F(3, 7), F(1, 21), F(5, 3), F(1, 3)])\n",
      "        Fraction(13, 21)\n",
      "        \n",
      "        >>> from decimal import Decimal as D\n",
      "        >>> mean([D(\"0.5\"), D(\"0.75\"), D(\"0.625\"), D(\"0.375\")])\n",
      "        Decimal('0.5625')\n",
      "        \n",
      "        If ``data`` is empty, StatisticsError will be raised.\n",
      "    \n",
      "    median(data)\n",
      "        Return the median (middle value) of numeric data.\n",
      "        \n",
      "        When the number of data points is odd, return the middle data point.\n",
      "        When the number of data points is even, the median is interpolated by\n",
      "        taking the average of the two middle values:\n",
      "        \n",
      "        >>> median([1, 3, 5])\n",
      "        3\n",
      "        >>> median([1, 3, 5, 7])\n",
      "        4.0\n",
      "    \n",
      "    median_grouped(data, interval=1.0)\n",
      "        Estimates the median for numeric data binned around the midpoints\n",
      "        of consecutive, fixed-width intervals.\n",
      "        \n",
      "        The *data* can be any iterable of numeric data with each value being\n",
      "        exactly the midpoint of a bin.  At least one value must be present.\n",
      "        \n",
      "        The *interval* is width of each bin.\n",
      "        \n",
      "        For example, demographic information may have been summarized into\n",
      "        consecutive ten-year age groups with each group being represented\n",
      "        by the 5-year midpoints of the intervals:\n",
      "        \n",
      "            >>> demographics = Counter({\n",
      "            ...    25: 172,   # 20 to 30 years old\n",
      "            ...    35: 484,   # 30 to 40 years old\n",
      "            ...    45: 387,   # 40 to 50 years old\n",
      "            ...    55:  22,   # 50 to 60 years old\n",
      "            ...    65:   6,   # 60 to 70 years old\n",
      "            ... })\n",
      "        \n",
      "        The 50th percentile (median) is the 536th person out of the 1071\n",
      "        member cohort.  That person is in the 30 to 40 year old age group.\n",
      "        \n",
      "        The regular median() function would assume that everyone in the\n",
      "        tricenarian age group was exactly 35 years old.  A more tenable\n",
      "        assumption is that the 484 members of that age group are evenly\n",
      "        distributed between 30 and 40.  For that, we use median_grouped().\n",
      "        \n",
      "            >>> data = list(demographics.elements())\n",
      "            >>> median(data)\n",
      "            35\n",
      "            >>> round(median_grouped(data, interval=10), 1)\n",
      "            37.5\n",
      "        \n",
      "        The caller is responsible for making sure the data points are separated\n",
      "        by exact multiples of *interval*.  This is essential for getting a\n",
      "        correct result.  The function does not check this precondition.\n",
      "        \n",
      "        Inputs may be any numeric type that can be coerced to a float during\n",
      "        the interpolation step.\n",
      "    \n",
      "    median_high(data)\n",
      "        Return the high median of data.\n",
      "        \n",
      "        When the number of data points is odd, the middle value is returned.\n",
      "        When it is even, the larger of the two middle values is returned.\n",
      "        \n",
      "        >>> median_high([1, 3, 5])\n",
      "        3\n",
      "        >>> median_high([1, 3, 5, 7])\n",
      "        5\n",
      "    \n",
      "    median_low(data)\n",
      "        Return the low median of numeric data.\n",
      "        \n",
      "        When the number of data points is odd, the middle value is returned.\n",
      "        When it is even, the smaller of the two middle values is returned.\n",
      "        \n",
      "        >>> median_low([1, 3, 5])\n",
      "        3\n",
      "        >>> median_low([1, 3, 5, 7])\n",
      "        3\n",
      "    \n",
      "    mode(data)\n",
      "        Return the most common data point from discrete or nominal data.\n",
      "        \n",
      "        ``mode`` assumes discrete data, and returns a single value. This is the\n",
      "        standard treatment of the mode as commonly taught in schools:\n",
      "        \n",
      "            >>> mode([1, 1, 2, 3, 3, 3, 3, 4])\n",
      "            3\n",
      "        \n",
      "        This also works with nominal (non-numeric) data:\n",
      "        \n",
      "            >>> mode([\"red\", \"blue\", \"blue\", \"red\", \"green\", \"red\", \"red\"])\n",
      "            'red'\n",
      "        \n",
      "        If there are multiple modes with same frequency, return the first one\n",
      "        encountered:\n",
      "        \n",
      "            >>> mode(['red', 'red', 'green', 'blue', 'blue'])\n",
      "            'red'\n",
      "        \n",
      "        If *data* is empty, ``mode``, raises StatisticsError.\n",
      "    \n",
      "    multimode(data)\n",
      "        Return a list of the most frequently occurring values.\n",
      "        \n",
      "        Will return more than one result if there are multiple modes\n",
      "        or an empty list if *data* is empty.\n",
      "        \n",
      "        >>> multimode('aabbbbbbbbcc')\n",
      "        ['b']\n",
      "        >>> multimode('aabbbbccddddeeffffgg')\n",
      "        ['b', 'd', 'f']\n",
      "        >>> multimode('')\n",
      "        []\n",
      "    \n",
      "    pstdev(data, mu=None)\n",
      "        Return the square root of the population variance.\n",
      "        \n",
      "        See ``pvariance`` for arguments and other details.\n",
      "        \n",
      "        >>> pstdev([1.5, 2.5, 2.5, 2.75, 3.25, 4.75])\n",
      "        0.986893273527251\n",
      "    \n",
      "    pvariance(data, mu=None)\n",
      "        Return the population variance of ``data``.\n",
      "        \n",
      "        data should be a sequence or iterable of Real-valued numbers, with at least one\n",
      "        value. The optional argument mu, if given, should be the mean of\n",
      "        the data. If it is missing or None, the mean is automatically calculated.\n",
      "        \n",
      "        Use this function to calculate the variance from the entire population.\n",
      "        To estimate the variance from a sample, the ``variance`` function is\n",
      "        usually a better choice.\n",
      "        \n",
      "        Examples:\n",
      "        \n",
      "        >>> data = [0.0, 0.25, 0.25, 1.25, 1.5, 1.75, 2.75, 3.25]\n",
      "        >>> pvariance(data)\n",
      "        1.25\n",
      "        \n",
      "        If you have already calculated the mean of the data, you can pass it as\n",
      "        the optional second argument to avoid recalculating it:\n",
      "        \n",
      "        >>> mu = mean(data)\n",
      "        >>> pvariance(data, mu)\n",
      "        1.25\n",
      "        \n",
      "        Decimals and Fractions are supported:\n",
      "        \n",
      "        >>> from decimal import Decimal as D\n",
      "        >>> pvariance([D(\"27.5\"), D(\"30.25\"), D(\"30.25\"), D(\"34.5\"), D(\"41.75\")])\n",
      "        Decimal('24.815')\n",
      "        \n",
      "        >>> from fractions import Fraction as F\n",
      "        >>> pvariance([F(1, 4), F(5, 4), F(1, 2)])\n",
      "        Fraction(13, 72)\n",
      "    \n",
      "    quantiles(data, *, n=4, method='exclusive')\n",
      "        Divide *data* into *n* continuous intervals with equal probability.\n",
      "        \n",
      "        Returns a list of (n - 1) cut points separating the intervals.\n",
      "        \n",
      "        Set *n* to 4 for quartiles (the default).  Set *n* to 10 for deciles.\n",
      "        Set *n* to 100 for percentiles which gives the 99 cuts points that\n",
      "        separate *data* in to 100 equal sized groups.\n",
      "        \n",
      "        The *data* can be any iterable containing sample.\n",
      "        The cut points are linearly interpolated between data points.\n",
      "        \n",
      "        If *method* is set to *inclusive*, *data* is treated as population\n",
      "        data.  The minimum value is treated as the 0th percentile and the\n",
      "        maximum value is treated as the 100th percentile.\n",
      "    \n",
      "    stdev(data, xbar=None)\n",
      "        Return the square root of the sample variance.\n",
      "        \n",
      "        See ``variance`` for arguments and other details.\n",
      "        \n",
      "        >>> stdev([1.5, 2.5, 2.5, 2.75, 3.25, 4.75])\n",
      "        1.0810874155219827\n",
      "    \n",
      "    variance(data, xbar=None)\n",
      "        Return the sample variance of data.\n",
      "        \n",
      "        data should be an iterable of Real-valued numbers, with at least two\n",
      "        values. The optional argument xbar, if given, should be the mean of\n",
      "        the data. If it is missing or None, the mean is automatically calculated.\n",
      "        \n",
      "        Use this function when your data is a sample from a population. To\n",
      "        calculate the variance from the entire population, see ``pvariance``.\n",
      "        \n",
      "        Examples:\n",
      "        \n",
      "        >>> data = [2.75, 1.75, 1.25, 0.25, 0.5, 1.25, 3.5]\n",
      "        >>> variance(data)\n",
      "        1.3720238095238095\n",
      "        \n",
      "        If you have already calculated the mean of your data, you can pass it as\n",
      "        the optional second argument ``xbar`` to avoid recalculating it:\n",
      "        \n",
      "        >>> m = mean(data)\n",
      "        >>> variance(data, m)\n",
      "        1.3720238095238095\n",
      "        \n",
      "        This function does not check that ``xbar`` is actually the mean of\n",
      "        ``data``. Giving arbitrary values for ``xbar`` may lead to invalid or\n",
      "        impossible results.\n",
      "        \n",
      "        Decimals and Fractions are supported:\n",
      "        \n",
      "        >>> from decimal import Decimal as D\n",
      "        >>> variance([D(\"27.5\"), D(\"30.25\"), D(\"30.25\"), D(\"34.5\"), D(\"41.75\")])\n",
      "        Decimal('31.01875')\n",
      "        \n",
      "        >>> from fractions import Fraction as F\n",
      "        >>> variance([F(1, 6), F(1, 2), F(5, 3)])\n",
      "        Fraction(67, 108)\n",
      "\n",
      "DATA\n",
      "    __all__ = ['NormalDist', 'StatisticsError', 'correlation', 'covariance...\n",
      "    __annotations__ = {'_sqrt_bit_width': <class 'int'>}\n",
      "\n",
      "FILE\n",
      "    c:\\program files\\windowsapps\\pythonsoftwarefoundation.python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\lib\\statistics.py\n",
      "\n",
      "\n"
     ]
    }
   ],
   "source": [
    "help(statistics)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 83,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Help on module mymod:\n",
      "\n",
      "NAME\n",
      "    mymod - First time trying to write a docstring to demo how it works\n",
      "\n",
      "CLASSES\n",
      "    builtins.object\n",
      "        NewCLass\n",
      "    \n",
      "    class NewCLass(builtins.object)\n",
      "     |  NewCLass(abc)\n",
      "     |  \n",
      "     |  _summary_\n",
      "     |  \n",
      "     |  Methods defined here:\n",
      "     |  \n",
      "     |  __init__(self, abc)\n",
      "     |      _summary_\n",
      "     |      \n",
      "     |      Args:\n",
      "     |          abc (_type_): _description_\n",
      "     |  \n",
      "     |  ----------------------------------------------------------------------\n",
      "     |  Data descriptors defined here:\n",
      "     |  \n",
      "     |  __dict__\n",
      "     |      dictionary for instance variables\n",
      "     |  \n",
      "     |  __weakref__\n",
      "     |      list of weak references to the object\n",
      "\n",
      "FUNCTIONS\n",
      "    hello(name)\n",
      "        to write description of the function.  \n",
      "        Exepects - Modifies - Returns\n",
      "\n",
      "DATA\n",
      "    surprise = 5\n",
      "    x = 100\n",
      "    y = [10, 20, 30]\n",
      "    z = {'a': 1, 'b': 2, 'c': 3}\n",
      "\n",
      "FILE\n",
      "    c:\\users\\dqthi\\onedrive\\coding_journey\\codebreakthrough\\beginner_python_programming_all-in-one_tutorial_series\\mymod.py\n",
      "\n",
      "\n"
     ]
    }
   ],
   "source": [
    "help(mymod)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 77,
   "metadata": {},
   "outputs": [
    {
     "ename": "ImportError",
     "evalue": "module mymod not in sys.modules",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mImportError\u001b[0m                               Traceback (most recent call last)",
      "Cell \u001b[1;32mIn[77], line 1\u001b[0m\n\u001b[1;32m----> 1\u001b[0m \u001b[43mreload\u001b[49m\u001b[43m(\u001b[49m\u001b[43mmymod\u001b[49m\u001b[43m)\u001b[49m\n",
      "File \u001b[1;32mC:\\Program Files\\WindowsApps\\PythonSoftwareFoundation.Python.3.11_3.11.2544.0_x64__qbz5n2kfra8p0\\Lib\\importlib\\__init__.py:148\u001b[0m, in \u001b[0;36mreload\u001b[1;34m(module)\u001b[0m\n\u001b[0;32m    146\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m sys\u001b[38;5;241m.\u001b[39mmodules\u001b[38;5;241m.\u001b[39mget(name) \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m module:\n\u001b[0;32m    147\u001b[0m     msg \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmodule \u001b[39m\u001b[38;5;132;01m{}\u001b[39;00m\u001b[38;5;124m not in sys.modules\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m--> 148\u001b[0m     \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mImportError\u001b[39;00m(msg\u001b[38;5;241m.\u001b[39mformat(name), name\u001b[38;5;241m=\u001b[39mname)\n\u001b[0;32m    149\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m name \u001b[38;5;129;01min\u001b[39;00m _RELOADING:\n\u001b[0;32m    150\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m _RELOADING[name]\n",
      "\u001b[1;31mImportError\u001b[0m: module mymod not in sys.modules"
     ]
    }
   ],
   "source": [
    "reload(mymod)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 84,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Help on module mymod:\n",
      "\n",
      "NAME\n",
      "    mymod - First time trying to write a docstring to demo how it works\n",
      "\n",
      "CLASSES\n",
      "    builtins.object\n",
      "        NewCLass\n",
      "    \n",
      "    class NewCLass(builtins.object)\n",
      "     |  NewCLass(abc)\n",
      "     |  \n",
      "     |  _summary_\n",
      "     |  \n",
      "     |  Methods defined here:\n",
      "     |  \n",
      "     |  __init__(self, abc)\n",
      "     |      _summary_\n",
      "     |      \n",
      "     |      Args:\n",
      "     |          abc (_type_): _description_\n",
      "     |  \n",
      "     |  ----------------------------------------------------------------------\n",
      "     |  Data descriptors defined here:\n",
      "     |  \n",
      "     |  __dict__\n",
      "     |      dictionary for instance variables\n",
      "     |  \n",
      "     |  __weakref__\n",
      "     |      list of weak references to the object\n",
      "\n",
      "FUNCTIONS\n",
      "    hello(name)\n",
      "        to write description of the function.  \n",
      "        Exepects - Modifies - Returns\n",
      "\n",
      "DATA\n",
      "    surprise = 5\n",
      "    x = 100\n",
      "    y = [10, 20, 30]\n",
      "    z = {'a': 1, 'b': 2, 'c': 3}\n",
      "\n",
      "FILE\n",
      "    c:\\users\\dqthi\\onedrive\\coding_journey\\codebreakthrough\\beginner_python_programming_all-in-one_tutorial_series\\mymod.py\n",
      "\n",
      "\n"
     ]
    }
   ],
   "source": [
    "help(mymod)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 88,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Begining of module\n",
      "ending up model\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<module 'mymod' from 'c:\\\\Users\\\\dqthi\\\\OneDrive\\\\Coding_Journey\\\\CodeBreakThrough\\\\Beginner_Python_Programming_All-in-One_Tutorial_Series\\\\mymod.py'>"
      ]
     },
     "execution_count": 88,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "reload(mymod)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 89,
   "metadata": {},
   "outputs": [],
   "source": [
    "del(sys.modules['mymod'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 90,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Begining of module\n",
      "ending up model\n"
     ]
    }
   ],
   "source": [
    "from mymod import hello"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 94,
   "metadata": {},
   "outputs": [],
   "source": [
    "import mymod"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 95,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['NewCLass',\n",
       " '__builtins__',\n",
       " '__cached__',\n",
       " '__doc__',\n",
       " '__file__',\n",
       " '__loader__',\n",
       " '__name__',\n",
       " '__package__',\n",
       " '__spec__',\n",
       " 'hello',\n",
       " 'surprise',\n",
       " 'x',\n",
       " 'y',\n",
       " 'z']"
      ]
     },
     "execution_count": 95,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dir(mymod)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 97,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Begining of module\n",
      "ending up model\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<module 'mymod' from 'c:\\\\Users\\\\dqthi\\\\OneDrive\\\\Coding_Journey\\\\CodeBreakThrough\\\\Beginner_Python_Programming_All-in-One_Tutorial_Series\\\\mymod.py'>"
      ]
     },
     "execution_count": 97,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "reload(mymod)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 98,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Begining of module\n",
      "ending up model\n"
     ]
    }
   ],
   "source": [
    "!python3 mymod.py"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# `__name__` values:\n",
    "\n",
    "1. If you have imported a module, then `__name__` on that module has a string value => the name of the module file.  So if you `import mymod`, then `mymod.__name__` will be `mymod`\n",
    "2. The first thing that Python runs when you start a Python program has a special value for `__name__` -- `\"__main__\"`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 73,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'__main__'"
      ]
     },
     "execution_count": 73,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "__name__"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 74,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<module 'mymod' from '/Users/reuven/Consulting/Courses/Online/modules-and-packages/notebooks/mymod.py'>"
      ]
     },
     "execution_count": 74,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "reload(mymod)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 75,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Hello from __main__!\r\n",
      "Goodbye from __main__!\r\n"
     ]
    }
   ],
   "source": [
    "!python3 mymod.py"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 76,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<module 'mymod' from '/Users/reuven/Consulting/Courses/Online/modules-and-packages/notebooks/mymod.py'>"
      ]
     },
     "execution_count": 76,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "reload(mymod)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 77,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Enter your name:^C\n",
      "Traceback (most recent call last):\n",
      "  File \"/Users/reuven/Consulting/Courses/Online/modules-and-packages/notebooks/mymod.py\", line 13, in <module>\n",
      "    print(hello(input('Enter your name:')))\n",
      "KeyboardInterrupt\n"
     ]
    }
   ],
   "source": [
    "!python3 mymod.py"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Enter a choice: x\n",
      "x is not in ('a', 'b', 'c')\n",
      "Enter a choice: p\n",
      "p is not in ('a', 'b', 'c')\n",
      "Enter a choice: abc\n",
      "abc is not in ('a', 'b', 'c')\n",
      "Enter a choice: a\n"
     ]
    }
   ],
   "source": [
    "import menu\n",
    "user_choice = menu.menu('a', 'b', 'c')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'a'"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "user_choice"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<module 'menu' from '/Users/reuven/Consulting/Courses/Online/modules-and-packages/notebooks/menu.py'>"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import importlib\n",
    "importlib.reload(menu)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Enter a choice (a/b/c/d): e\n",
      "e is not in ('a', 'b', 'c', 'd')\n",
      "Enter a choice (a/b/c/d): d\n"
     ]
    }
   ],
   "source": [
    "user_choice = menu.menu('a', 'b', 'c', 'd')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'d'"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "user_choice"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<module 'menu' from '/Users/reuven/Consulting/Courses/Online/modules-and-packages/notebooks/menu.py'>"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "importlib.reload(menu)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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  "kernelspec": {
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