Does python garbage-collect at the end of an iteration in a loop?

Question

Please observe this simple code:

    import random
    while True:
        L = list( str(random.random()))

Question: if I let this

Answer 1

The primary means of garbage collection is reference counting in CPython (the reference implementation of the language). When there are no longer any references to an object, the memory it occupies is freed immediately and can be reused by other Python objects. (It may or may not ever be released back to the operating system.) There are a few exceptions of objects that are never freed: smallish integers, interned strings (including literals), the empty tuple, None.

So to answer your initial question, L is going to be reassigned to a new list on each iteration. At that point, the previous list has no references and its memory will be released immediately.

With regard to your second example, putting something into a multiprocessing queue is, of necessity, a copy operation. The object must be serialized ("pickled" in Python parlance) to be sent to the new process, which has its own memory space and can't see anything from the original process's memory. When, in your loop, you reassign li to the next list, the previous list has no references and, again, will be released.

At the end of your loop, the L or l1 variable still refers to a list: the one you created in the last iteration of the loop. If you want to release this object, just del L or del l1 respectively.

PS -- When objects contain references to themselves (either directly, or indirectly through a chain of other objects), this is referred to a cyclic reference. These aren't collected automatically by reference counting and Python has a separate garbage collector which runs periodically to clean them up.