Reputation: 2149
Having such code
numbers = '1 2 3 4 5 6 7 8'
nums = {'evens': [], 'odds': []}
for number in numbers.split(' '):
if int(number) % 2:
nums['odds'].append(number)
else:
nums['evens'].append(number)
How can accomplish same on fewer lines?
Upvotes: 6
Views: 4800
Reputation: 10951
You can accomplish the same results with itertools.groupby
, like so:
>>> from itertools import groupby
>>>
>>> numbers = '1 2 3 4 5 6 7 8'
>>> d = {'even':[], 'odd':[]}
>>> mynum = [int(x) for x in numbers.strip().split()]
>>> for k,g in groupby(mynum, lambda x: x % 2):
if k:
d['odd'].extend(g)
else:
d['even'].extend(g)
>>> d
{'even': [2, 4, 6, 8], 'odd': [1, 3, 5, 7]}
Upvotes: 4
Reputation: 24709
Short code is not better code. Short code is not faster code. Short code is not maintainable code. Now, that said, it is good to make your individual components concise and simple.
Here's what I would do:
def split_odd_even(number_list):
return {
'odds': filter(lambda n: (n % 2) != 0, number_list),
'evens': filter(lambda n: (n % 2) == 0, number_list)
}
def string_to_ints(string):
return map(int, numbers.strip().split())
numbers = '1 2 3 4 5 6 7 8 9 10'
nums = split_odd_even(string_to_ints(numbers))
print nums
This gives me:
{'odds': [1, 3, 5, 7, 9], 'evens': [2, 4, 6, 8, 10]}
While this code has actually added a few lines in length, it has become much more clear what the program is doing, as we've applied Abstraction and made each component of the code do only one thing well.
Even though we've added two functions, the most-visible part of the code has gone from this:
numbers = '1 2 3 4 5 6 7 8'
nums = {'evens': [], 'odds': []}
for number in numbers.split(' '):
if int(number) % 2:
nums['odds'].append(number)
else:
nums['evens'].append(number)
To this:
numbers = '1 2 3 4 5 6 7 8 9 10'
nums = split_odd_even(string_to_ints(numbers))
And just by reading these two lines, we know that numbers
is converted from a string to a list of int
s, and that we then split those numbers into odd and even, and assign the result to nums
.
To explain a a couple of things that may not be familiar to all:
map()
calls a function for every item in a list
(or tuple
or other iterable), and returns a new list with the result of the function being called on each item. In this case, we use it to call int()
on each item in the list.
filter()
calls a function for every item in a list
(or tuple
or other iterable), which returns True
or False
for each item (well, truthy or falsey), and returns a list of items that evaluated to True
when the function is called.
Lambda Expressions (lambda
) are like "mini-functions" that take arguments and can be created in-place.
Upvotes: 6
Reputation: 42756
A functional aproach:
>>> numbers = '1 2 3 4 5 6 7 8'
>>> numbers = map(int, numbers.split())
>>> nums = {'evens': filter(lambda x: x%2 == 0, numbers), 'odds': filter(lambda x: x%2 != 0, numbers)}
>>> nums
{'evens': [2, 4, 6, 8], 'odds': [1, 3, 5, 7]}
Upvotes: 4
Reputation: 43276
You can do it as a one-liner, but I wouldn't recommend it. Your code is perfectly fine.
[nums['odds'].append(n) if int(n)%2 else nums['evens'].append(n) for n in numbers.split(' ')]
Upvotes: 0
Reputation: 19800
If you just want to try it out:
numbers = '1 2 3 4 5 6 7 8'
nums = {'evens': [], 'odds': []}
for number in numbers.split(' '):
category = 'odds' if int(number) % 2 else 'evens'
nums[category].append(number)
But if you want to use it in production: Readable code is more important than 'short' code
Upvotes: 1
Reputation:
numbers = '1 2 3 4 5 6 7 8'
nums = {}
nums["even"] = [int(i) for i in numbers.split() if int(i) % 2 == 0]
nums["odd"] = [int(i) for i in numbers.split() if int(i) % 2 == 1]
print(nums)
Output:
{'even': [2, 4, 6, 8], 'odd': [1, 3, 5, 7]}
Upvotes: 1