How can I use advanced features of itertools in Python?
You can use advanced features like groupby
, combinations
, and permutations
to handle complex iterations.
Can you give me an example of using groupby
?
Sure! Here's a simple example:
from itertools import groupby
data = [('a', 1), ('b', 2), ('a', 3), ('b', 4)]
# Group by the first element of the tuples
for key, group in groupby(data, key=lambda x: x[0]):
print(key, list(group))
What about using combinations
? How does that work?
combinations
generates all possible combinations of a specified length from the input iterable. For example:
from itertools import combinations
items = ['a', 'b', 'c']
for combo in combinations(items, 2):
print(combo)
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