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Python: defining functions on the fly

Tags:

python

lambda

I have the following code:

 funcs = []
 for i in range(10):
   def func():
      print i
   funcs.append(func)

 for f in funcs:
   f()

The problem is that func is being overriden. Ie the output of the code is:

9
9
9
...

How would you solve this without defining new functions?

The optimal solution would be to change the name of the function. Ie:

for i in range(10):
   def func+i():
...

(or some other weird syntax)

like image 207
Guy Avatar asked Dec 13 '22 00:12

Guy


1 Answers

The problem is not that func is being overwritten, it's that the value of i is being evaluated when the function is called, not when it is defined. If you want to evaluate i at definition time, put it in the function declaration, as a default argument to func.

funcs = []
for i in range(10):
    def func(value=i):
        print value
    funcs.append(func)

for f in funcs:
    f()

Default arguments are evaluated once, when the function is defined, so the incrementing loop will not affect them. This would work just as well if you used

def func(i=i):
    print i

but I used the name value to make it clear which name is being used within the function.

like image 200
jcdyer Avatar answered Dec 29 '22 03:12

jcdyer