Split list into smaller lists (split in half)
A = [1,2,3,4,5,6]
B = A[:len(A)//2]
C = A[len(A)//2:]
If you want a function:
def split_list(a_list):
half = len(a_list)//2
return a_list[:half], a_list[half:]
A = [1,2,3,4,5,6]
B, C = split_list(A)
Splitting a huge list into smaller lists and append items to those sublists
I am assuming all your lists are of the same length, otherwise, you have to fill the gaps first. I see you are trying to create a new list out of 3 (or more) lists and the new list has the same format to all of its elements. You might first split the items from your first list on the dots by:
newList1=[]
for i in list11:
newList1.append(i.split('.'))
this will convert each element of your list to a list where the first item is whatever before the dot and the second item is whatever after the dot. Then adds this list the newList1
variable.
after that, it is a simple for loop:
a = [['xx','xx'], ['yy', 'yy'] , [ 'zz', 'zz']]
b = [1,2,3]
c = [0, 00, 000]
newList2 = []
for i in range(len(a)):
newList2.append(a[i][0]+str(b[i])+a[i][1]+str(c[i])) #adjust to your format
Split a python list into other sublists i.e smaller lists
I'd say
chunks = [data[x:x+100] for x in range(0, len(data), 100)]
If you are using python 2.x instead of 3.x, you can be more memory-efficient by using xrange()
, changing the above code to:
chunks = [data[x:x+100] for x in xrange(0, len(data), 100)]
Split a list into smaller lists depending on a certain value
I solved that by using the real represantation instead of one hot code. So I have added 'np.argmax' as following :
for i, grp in groupby(list_full, key=lambda x: np.argmax(x[1], axis=-1)):
grp_lists.append(list(grp))
Split a List into smaller lists of N size
public static List<List<float[]>> SplitList(List<float[]> locations, int nSize=30)
{
var list = new List<List<float[]>>();
for (int i = 0; i < locations.Count; i += nSize)
{
list.Add(locations.GetRange(i, Math.Min(nSize, locations.Count - i)));
}
return list;
}
Generic version:
public static IEnumerable<List<T>> SplitList<T>(List<T> locations, int nSize=30)
{
for (int i = 0; i < locations.Count; i += nSize)
{
yield return locations.GetRange(i, Math.Min(nSize, locations.Count - i));
}
}
How do I split a list into equally-sized chunks?
Here's a generator that yields evenly-sized chunks:
def chunks(lst, n):
"""Yield successive n-sized chunks from lst."""
for i in range(0, len(lst), n):
yield lst[i:i + n]
import pprint
pprint.pprint(list(chunks(range(10, 75), 10)))
[[10, 11, 12, 13, 14, 15, 16, 17, 18, 19],
[20, 21, 22, 23, 24, 25, 26, 27, 28, 29],
[30, 31, 32, 33, 34, 35, 36, 37, 38, 39],
[40, 41, 42, 43, 44, 45, 46, 47, 48, 49],
[50, 51, 52, 53, 54, 55, 56, 57, 58, 59],
[60, 61, 62, 63, 64, 65, 66, 67, 68, 69],
[70, 71, 72, 73, 74]]
For Python 2, using xrange
instead of range
:
def chunks(lst, n):
"""Yield successive n-sized chunks from lst."""
for i in xrange(0, len(lst), n):
yield lst[i:i + n]
Below is a list comprehension one-liner. The method above is preferable, though, since using named functions makes code easier to understand. For Python 3:
[lst[i:i + n] for i in range(0, len(lst), n)]
For Python 2:
[lst[i:i + n] for i in xrange(0, len(lst), n)]
Splitting a list into N parts of approximately equal length
This code is broken due to rounding errors. Do not use it!!!
assert len(chunkIt([1,2,3], 10)) == 10 # fails
Here's one that could work:
def chunkIt(seq, num):
avg = len(seq) / float(num)
out = []
last = 0.0
while last < len(seq):
out.append(seq[int(last):int(last + avg)])
last += avg
return out
Testing:
>>> chunkIt(range(10), 3)
[[0, 1, 2], [3, 4, 5], [6, 7, 8, 9]]
>>> chunkIt(range(11), 3)
[[0, 1, 2], [3, 4, 5, 6], [7, 8, 9, 10]]
>>> chunkIt(range(12), 3)
[[0, 1, 2, 3], [4, 5, 6, 7], [8, 9, 10, 11]]
Python split a list into smaller lists depending on original list length
As I understand the question, you don't want to split every 500 elements but instead split in 2 if there are less than 1000 elements, in 3 if less than 1500, 4 for 2000, etc. But if there are 1700 elements, you would split in 4 groups of 425 elements (that's what I understand by "split evenly").
So, here's my solution:
def split_list(a_list, number_of_splits):
step = len(a_list) / number_of_splits + (1 if len(a_list) % number_of_splits else 0)
return [a_list[i*step:(i+1)*step] for i in range(number_of_splits)]
l = [1, 8, 2, 3, 4, 5, 6, 7, 1, 5, 3, 1, 2, 5]
print l
print split_list(l, 3)
print split_list(l, 2)
Output
[1, 8, 2, 3, 4, 5, 6, 7, 1, 5, 3, 1, 2, 5]
[[1, 8, 2, 3, 4], [5, 6, 7, 1, 5], [3, 1, 2, 5]]
[[1, 8, 2, 3, 4, 5, 6], [7, 1, 5, 3, 1, 2, 5]]
edit: Python 3 version:
def split_list(a_list, number_of_splits):
step = len(a_list) // number_of_splits + (1 if len(a_list) % number_of_splits else 0)
return [a_list[i*step:(i+1)*step] for i in range(number_of_splits)]
l = [1, 8, 2, 3, 4, 5, 6, 7, 1, 5, 3, 1, 2, 5]
print(l)
print(split_list(l, 3))
print(split_list(l, 2))
All possibilities to split a list into two lists
itertools
has product()
which could be used to generate the masks and izip()
which could combine the lists for easy filtering. As a bonus, since they return iterators, they don't use much memory.
from itertools import *
facs = ['one','two','three']
l1 = []
l2 = []
for pattern in product([True,False],repeat=len(facs)):
l1.append([x[1] for x in izip(pattern,facs) if x[0]])
l2.append([x[1] for x in izip(pattern,facs) if not x[0]])
Splitting a string within a list into a list of lists and further splitting its elements if special character found
- for each element, split on
/>
- Take the final element and replace the slash with
>
and then split again
[l.split("/>",1)[-1].replace("/", ">").split(">") for l in lol]
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