Printing result of the zip() function in Python 3 gives "zip object at <address>"
Question:
I know how to use the zip() function in Python 3. My question is regarding the following which I somehow feel quite peculiar:
I define two lists:
lis1 = [0, 1, 2, 3]
lis2 = [4, 5, 6, 7]
and I use the zip() on these in the following ways:
1. test1 = zip( lis1, lis2)
2. test2 = list(zip(lis1, lis2))
when I type test1 at the interpreter, I get this:
"zip object at 0x1007a06c8"
So, I type list(test1) at the interpreter and I get the intended result, but when I type list(test1) again, I get an empty list.
What I find peculiar is that no matter how many times I type test2 at the interpreter I always get the intended result and never an empty list.
Answers:
The zip() function in Python 3 returns an iterator. That is the reason why when you print test1 you get – <zip object at 0x1007a06c8>. From documentation –
Make an iterator that aggregates elements from each of the iterables.
But once you do – list(test1) – you have exhausted the iterator. So after that anytime you do list(test1) would only result in empty list.
In case of test2, you have already created the list once, test2 is a list, and hence it will always be that list.
Unlike in Python 2, the zip function in Python 3 returns an iterator. Iterators can only be exhausted (by something like making a list out of them) once. The purpose of this is to save memory by only generating the elements of the iterator as you need them, rather than putting it all into memory at once. If you want to reuse your zipped object, just create a list out of it as you do in your second example, and then duplicate the list by something like
test2 = list(zip(lis1,lis2))
zipped_list = test2[:]
zipped_list_2 = list(test2)
I know how to use the zip() function in Python 3. My question is regarding the following which I somehow feel quite peculiar:
I define two lists:
lis1 = [0, 1, 2, 3]
lis2 = [4, 5, 6, 7]
and I use the zip() on these in the following ways:
1. test1 = zip( lis1, lis2)
2. test2 = list(zip(lis1, lis2))
when I type test1 at the interpreter, I get this:
"zip object at 0x1007a06c8"
So, I type list(test1) at the interpreter and I get the intended result, but when I type list(test1) again, I get an empty list.
What I find peculiar is that no matter how many times I type test2 at the interpreter I always get the intended result and never an empty list.
The zip() function in Python 3 returns an iterator. That is the reason why when you print test1 you get – <zip object at 0x1007a06c8>. From documentation –
Make an iterator that aggregates elements from each of the iterables.
But once you do – list(test1) – you have exhausted the iterator. So after that anytime you do list(test1) would only result in empty list.
In case of test2, you have already created the list once, test2 is a list, and hence it will always be that list.
Unlike in Python 2, the zip function in Python 3 returns an iterator. Iterators can only be exhausted (by something like making a list out of them) once. The purpose of this is to save memory by only generating the elements of the iterator as you need them, rather than putting it all into memory at once. If you want to reuse your zipped object, just create a list out of it as you do in your second example, and then duplicate the list by something like
test2 = list(zip(lis1,lis2))
zipped_list = test2[:]
zipped_list_2 = list(test2)