Generator Expressions ( PEP 289 ) allow us to define a “list” while not forcing the entire computation and storage in memory. A good example of the benefits of this comes from:
sum([x for x in range(10**8)]) # O(n) memory usage
sum(x for x in range(10**8)) # O(1) memory usageThey are easy to create for any custom function:
>>> g = (x**2 for x in [-3,1,7])
>>> g
<generator object <genexpr> at 0x7f24e2bd0eb0>
>>> next(g)
9
>>> next(g)
1
>>> next(g)
49
>>> next(g)
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
StopIteration