What are some common methods for Python iterables?
In Python, common methods for iterables include map()
, filter()
, zip()
, and enumerate()
. Would you like examples?
Yes, please provide examples for each method.
Sure! For map()
, you can use it to apply a function to all items in an iterable. For example:
result = list(map(lambda x: x * 2, [1, 2, 3])) # Output: [2, 4, 6]
For filter()
, it filters items based on a condition:
result = list(filter(lambda x: x > 1, [1, 2, 3])) # Output: [2, 3]
zip()
combines multiple iterables:
result = list(zip([1, 2, 3], ['a', 'b', 'c'])) # Output: [(1, 'a'), (2, 'b'), (3, 'c')]
And enumerate()
adds a counter to an iterable:
result = list(enumerate(['a', 'b', 'c'])) # Output: [(0, 'a'), (1, 'b'), (2, 'c')]
That's really helpful! Can you explain how list comprehensions
fit into this?
Absolutely! List comprehensions provide a concise way to create lists. They can replace map()
and filter()
in many cases. For example:
squared = [x ** 2 for x in range(10)] # Output: [0, 1, 4, 9, 16, 25, 36, 49, 64, 81]
You can also add conditions:
evens = [x for x in range(10) if x % 2 == 0] # Output: [0, 2, 4, 6, 8]
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