Python中的exec、eval函数与作用域(scope)

Python2与Python3的语法区别引起了我对exec的注意,进而探讨一下python的命名空间(作用域)

exec()函数

exec()最有用的地方在于可以动态地创建代码字符串。然而,如果字符串是从其他地方获得的——很有可能是用户——那么几乎不能确定其中到底包含什么代码。所以为了安全起见,可以增加一个字典,起到命名空间的作用。
例:

# Python2版:
from math import sqrt
scope = {}
exec 'sqrt = 1' in scope
print(sqrt(4))
print(scope['sqrt'])

#Python3版:
from math import sqrt
scope = {}
exec('sqrt = 1', scope)
print(sqrt(4))
print(scope['sqrt'])

#输出为
2.0
1

可以看到,潜在的破坏性代码并不会覆盖sqrt函数,原来的函数能正常工作,而通过exec赋值的变量sqrt只在它的作用域内有效。

这时如果将scope打印出来的话,会看到其中包含很多东西,
因为內建的_builtins_字典自动包含所有的內建函数和值。

{'__builtins__': 
  {'__name__': 'builtins', 
  '__doc__': "Built-in functions, exceptions, and other objects.\n\nNoteworthy: None is the `nil' object; Ellipsis represents `...' in slices.", 
  '__package__': '', 
  '__loader__': <class '_frozen_importlib.BuiltinImporter'>,    
  '__spec__': ModuleSpec(name='builtins', loader=<class '_frozen_importlib.BuiltinImporter'>), 
  '__build_class__': <built-in function __build_class__>, 
  '__import__': <built-in function __import__>, 
  'abs': <built-in function abs>, 
  'all': <built-in function all>, 
  'any': <built-in function any>, 
  'ascii': <built-in function ascii>, 
  'bin': <built-in function bin>, 
  'callable': <built-in function callable>, 
  'chr': <built-in function chr>, 
  'compile': <built-in function compile>, 
  'delattr': <built-in function delattr>, 
  'dir': <built-in function dir>, 
  'divmod': <built-in function divmod>, 
  'eval': <built-in function eval>, 
  'exec': <built-in function exec>, 
  'format': <built-in function format>, 
  'getattr': <built-in function getattr>, 
  'globals': <built-in function globals>, 
  'hasattr': <built-in function hasattr>, 
  'hash': <built-in function hash>, 
  'hex': <built-in function hex>, 
  'id': <built-in function id>, 
  'input': <built-in function input>, 
  'isinstance': <built-in function isinstance>, 
  'issubclass': <built-in function issubclass>, 
  'iter': <built-in function iter>, 
  'len': <built-in function len>, 
  'locals': <built-in function locals>, 
  'max': <built-in function max>, 
  'min': <built-in function min>, 
  'next': <built-in function next>, 
  'oct': <built-in function oct>, 
  'ord': <built-in function ord>, 
  'pow': <built-in function pow>, 
  'print': <built-in function print>, 
  'repr': <built-in function repr>, 
  'round': <built-in function round>, 
  'setattr': <built-in function setattr>, 
  'sorted': <built-in function sorted>, 
  'sum': <built-in function sum>, 
  'vars': <built-in function vars>, 
  'None': None, 'Ellipsis': Ellipsis, 
  'NotImplemented': NotImplemented, 
  'False': False, 
  'True': True, 
  'bool': <class 'bool'>, 
  'memoryview': <class 'memoryview'>, 
  'bytearray': <class 'bytearray'>, 
  'bytes': <class 'bytes'>, 
  'classmethod': <class 'classmethod'>, 
  'complex': <class 'complex'>, 
  'dict': <class 'dict'>, 
  'enumerate': <class 'enumerate'>, 
  'filter': <class 'filter'>, 
  'float': <class 'float'>, 
  'frozenset': <class 'frozenset'>, 
  'property': <class 'property'>, 
  'int': <class 'int'>, 
  'list': <class 'list'>, 
  'object': <class 'object'>, 
  'reversed': <class 'reversed'>, 
  'set': <class 'set'>, 
  'slice': <class 'slice'>, 
  'staticmethod': <class 'staticmethod'>, 
  'str': <class 'str'>, 
  'super': <class 'super'>, 
  'tuple': <class 'tuple'>, 
  'type': <class 'type'>, 
  'zip': <class 'zip'>, 
  '__debug__': True, 
  'BaseException': <class 'BaseException'>, 
  'Exception': <class 'Exception'>, 
  'TypeError': <class 'TypeError'>, 
  'StopAsyncIteration': <class 'StopAsyncIteration'>, 
  'StopIteration': <class 'StopIteration'>, 
  'GeneratorExit': <class 'GeneratorExit'>, 
  'SystemExit': <class 'SystemExit'>, 
  'KeyboardInterrupt': <class 'KeyboardInterrupt'>, 
  'ImportError': <class 'ImportError'>, 
  'ModuleNotFoundError': <class 'ModuleNotFoundError'>, 
  'OSError': <class 'OSError'>, 
  'EnvironmentError': <class 'OSError'>, 
  'IOError': <class 'OSError'>, 
  'EOFError': <class 'EOFError'>, 
  'RuntimeError': <class 'RuntimeError'>, 
  'RecursionError': <class 'RecursionError'>, 
  'NotImplementedError': <class 'NotImplementedError'>, 
  'NameError': <class 'NameError'>, 
  'UnboundLocalError': <class 'UnboundLocalError'>, 
  'AttributeError': <class 'AttributeError'>, 
  'SyntaxError': <class 'SyntaxError'>, 
  'IndentationError': <class 'IndentationError'>, 
  'TabError': <class 'TabError'>, 
  'LookupError': <class 'LookupError'>, 
  'IndexError': <class 'IndexError'>, 
  'KeyError': <class 'KeyError'>, 
  'ValueError': <class 'ValueError'>, 
  'UnicodeError': <class 'UnicodeError'>, 
  'UnicodeEncodeError': <class 'UnicodeEncodeError'>, 
  'UnicodeDecodeError': <class 'UnicodeDecodeError'>, 
  'UnicodeTranslateError': <class 'UnicodeTranslateError'>, 
  'AssertionError': <class 'AssertionError'>, 
  'ArithmeticError': <class 'ArithmeticError'>, 
  'FloatingPointError': <class 'FloatingPointError'>, 
  'OverflowError': <class 'OverflowError'>, 
  'ZeroDivisionError': <class 'ZeroDivisionError'>, 
  'SystemError': <class 'SystemError'>, 
  'ReferenceError': <class 'ReferenceError'>, 
  'BufferError': <class 'BufferError'>, 
  'MemoryError': <class 'MemoryError'>, 
  'Warning': <class 'Warning'>, 
  'UserWarning': <class 'UserWarning'>, 
  'DeprecationWarning': <class 'DeprecationWarning'>, 
  'PendingDeprecationWarning': <class 'PendingDeprecationWarning'>, 
  'SyntaxWarning': <class 'SyntaxWarning'>, 
  'RuntimeWarning': <class 'RuntimeWarning'>, 
  'FutureWarning': <class 'FutureWarning'>, 
  'ImportWarning': <class 'ImportWarning'>, 
  'UnicodeWarning': <class 'UnicodeWarning'>, 
  'BytesWarning': <class 'BytesWarning'>, 
  'ResourceWarning': <class 'ResourceWarning'>, 
  'ConnectionError': <class 'ConnectionError'>, 
  'BlockingIOError': <class 'BlockingIOError'>, 
  'BrokenPipeError': <class 'BrokenPipeError'>, 
  'ChildProcessError': <class 'ChildProcessError'>, 
  'ConnectionAbortedError': <class 'ConnectionAbortedError'>, 
  'ConnectionRefusedError': <class 'ConnectionRefusedError'>, 
  'ConnectionResetError': <class 'ConnectionResetError'>, 
  'FileExistsError': <class 'FileExistsError'>, 
  'FileNotFoundError': <class 'FileNotFoundError'>, 
  'IsADirectoryError': <class 'IsADirectoryError'>, 
  'NotADirectoryError': <class 'NotADirectoryError'>, 
  'InterruptedError': <class 'InterruptedError'>, 
  'PermissionError': <class 'PermissionError'>, 
  'ProcessLookupError': <class 'ProcessLookupError'>, 
  'TimeoutError': <class 'TimeoutError'>, 
  'open': <built-in function open>, 
  'quit': Use quit() or Ctrl-D (i.e. EOF) to exit, 
  'exit': Use exit() or Ctrl-D (i.e. EOF) to exit, 
  'copyright': Copyright (c) 2001-2018 Python Software Foundation.
    All Rights Reserved.

    Copyright (c) 2000 BeOpen.com.
    All Rights Reserved.

    Copyright (c) 1995-2001 Corporation for National Research Initiatives.
    All Rights Reserved.

    Copyright (c) 1991-1995 Stichting Mathematisch Centrum, Amsterdam.
    All Rights Reserved., 'credits':     Thanks to CWI, CNRI, BeOpen.com, Zope Corporation and a cast of thousands
    for supporting Python development.  See www.python.org for more information., 'license': Type license() to see the full license text, 'help': Type help() for interactive help, or help(object) for help about object.
  }, 
'sqrt': 1}

eval()函数

eval(用于“求值”)是类似于exec的內建函数。exec会执行一系列Python语句,而eval会计算Python表达式(以字符串形式书写),并且返回结果值。(exec并不返回任何对象。)

例:

# 利用eval创建一个Python计算器
print(eval(input("Enter an arithmetic expression: ")))
#输入:
1 + 2
#输出:
3

eval例子

跟exec一样,eval也可以使用命名空间。尽管表达式几乎不像语句那样为变量重新赋值。(事实上,可以给eval提供两个命名空间,一个全局的一个局部的。全局的必须是字典,局部的可以是任何形式的映射。)
  尽管表达式一般不给变量重新赋值,但它们的确可以(比如可以调用函数给全局变量重新赋值)。所以使用eval对付一些不可信任的代码并不比exec安全。

关于作用域的例子:

#给exec或者eval提供命名空间时,还可以在真正使用命令空间前放置一些值进去:
 scope = {}
 scope['x'] = 2
 scope['y'] = 3
 print(eval('x * y', scope))
#输出:
 6

#exec或者eval调用的作用域也能在另外一个上面使用:
 scope = {}
 exec('x = 2', scope)
 print(eval('x * x', scope))
#输出:
 4
发布了118 篇原创文章 · 获赞 479 · 访问量 21万+

猜你喜欢

转载自blog.csdn.net/y_universe/article/details/81105859