Issue
Can you find an issue in the following Python code?
if target in [el.value for el in some_list]:
return True
Avoid creating a copy
This code creates a temporary list, so it consumes O(N) memory where N is the size of some_list.
[el.value for el in some_list]
You can avoid this by using any.
if any(el.value == target for el in some_list):
return True
But why does any not create a copy?
Because any consumes a generator expression.
el.value == target for el in some_list
This expression creates an iterator, not a list. A generator yields one item at a time as it is needed, so it does not build an intermediate list in memory. It also short-circuits: as soon as it finds a match, it stops iterating.
Please check for more details;
- https://docs.python.org/3/library/functions.html#any
- https://blog.tsugumisys.com/posts/20260102-E6uw8.html
Conclusion
Use any to check conditions like "does any item match this value?" without creating a temporary list.
This keeps memory usage low and lets the check short-circuit as soon as a match is found.