The comment on my AClosureConfusion entry brought up a little Python surprise that I had known about in the back of my mind but never thought about fully before: the consequences of Python's scoping rules for variables.
Ignoring closures for the moment, Python only has two scopes for variables: global to the module and local to the entire function. (Closures introduce additional scopes for the variables of the 'outer' functions.)
Well, sure, you know that. But the consequence is that any variable in a function is 'live' for the entire function, including variables used only as the index in
for
loops and variables used only for elements in list comprehensions. So when you write:
newlst = [x for x in lst if foobar(x)]
For the rest of the function (or the entire module) you will have an
x
variable (in this case with the value of the last element of
lst
at the time of the list comprehension).
This is a little bit surprising, at least for me, because intellectually I usually consider such variables dead the moment the list comprehension or
for
loop is done. For example, I don't read their value after that point.
In some languages, index variables really are dead after the loop finishes; references to them outside the loop will get some sort of 'no such variable' error. In some other languages, such as perl, such scope restriction is optional but the recommended style.