Why does the following python3 code produces an error?
a=''' def x(): print(42) ''' class Test: def __init__(self): exec(a) x() t = Test()
Results in this message:
Traceback (most recent call last): File "bug.py", line 11, in <module> t = Test() File "bug.py", line 9, in __init__ x() NameError: global name 'x' is not defined
Python exec() does not return a value; instead, it returns None. A string is parsed as Python statements, which are then executed and checked for any syntax errors. If there are no syntax errors, the parsed string is executed.
The exec() function executes the specified Python code. The exec() function accepts large blocks of code, unlike the eval() function which only accepts a single expression.
Eval() only evaluates the single expression, not the complex logic code, whereas Exec can be used to execute any number of expression. exec() accept the source code which contains statements like, for, while, print, import, class, if we pass these statement to eval() it will throw error.
A function is defined by using the def keyword, followed by a name of your choosing, followed by a set of parentheses which hold any parameters the function will take (they can be empty), and ending with a colon.
Note: exec
was just a Simple statement in Python 2.x, whereas it is a function in Python 3.x.
Let us check the changes made by executing a
.
class Test: def __init__(self): l, g = locals().copy(), globals().copy() exec a # NOT a function call but a statement print locals() == l, globals() == g x() t = Test()
Output
False True 42
It means that, it has changed something in the locals
dictionary. If you print locals().keys()
before and after the exec
, you will see x
, after exec
. As per the documentation of exex,
In all cases, if the optional parts are omitted, the code is executed in the current scope.
So, it does exactly what the documentation says.
When we execute the same in Python 3.x, we get similar result, except we get that error.
class Test: def __init__(self): l, g = locals().copy(), globals().copy() exec(a) # Function call, NOT a statement print(locals() == l, globals() == g) x()
Output
False True NameError: name 'x' is not defined
Even the documentation of exec
function says,
In all cases, if the optional parts are omitted, the code is executed in the current scope.
But it also includes a note at the bottom,
Note: The default locals act as described for function
locals()
below: modifications to the default locals dictionary should not be attempted. Pass an explicit locals dictionary if you need to see effects of the code on locals after functionexec()
returns.
So, we curiously check the locals()
documentation and find
Note: The contents of this dictionary should not be modified; changes may not affect the values of local and free variables used by the interpreter.
So, interpreter doesn't honor the changes made to the locals()
object. That is why it is not recognizing x
as defined in the local scope.
But when we do
def __init__(self): exec(a, globals()) x()
it works, because we add it to the globals
dictionary. Python tries to find x
in local scope first and then in class scope and then in global scope and it finds it there. So it executes it without any problem.
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