To split a list into N parts of approximately equal length with Python, we can use list comprehension. We define the chunkify function to split the lst list into n chunks. To do this, we use list comprehension to return slices of list with from index i to the end with n items in each chunk.
Method #1: Using islice to split a list into sublists of given length, is the most elegant way. # into sublists of given length. Method #2: Using zip is another way to split a list into sublists of given length.
The easiest way to split list into equal sized chunks is to use a slice operator successively and shifting initial and final position by a fixed number.
To split a list into n parts in Python, use the numpy. array_split() function. The np. split() function splits the array into multiple sub-arrays.
I would suggest to use this extension method to chunk the source list to the sub-lists by specified chunk size:
/// <summary>
/// Helper methods for the lists.
/// </summary>
public static class ListExtensions
{
public static List<List<T>> ChunkBy<T>(this List<T> source, int chunkSize)
{
return source
.Select((x, i) => new { Index = i, Value = x })
.GroupBy(x => x.Index / chunkSize)
.Select(x => x.Select(v => v.Value).ToList())
.ToList();
}
}
For example, if you chunk the list of 18 items by 5 items per chunk, it gives you the list of 4 sub-lists with the following items inside: 5-5-5-3.
NOTE: at the upcoming improvements to
LINQ
in.NET 6
chunking will come out of the box like this:
const int PAGE_SIZE = 5;
IEnumerable<Movie[]> chunks = movies.Chunk(PAGE_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 about:
while(locations.Any())
{
list.Add(locations.Take(nSize).ToList());
locations= locations.Skip(nSize).ToList();
}
Library MoreLinq have method called Batch
List<int> ids = new List<int>() { 1, 2, 3, 4, 5, 6, 7, 8, 9, 0 }; // 10 elements
int counter = 1;
foreach(var batch in ids.Batch(2))
{
foreach(var eachId in batch)
{
Console.WriteLine("Batch: {0}, Id: {1}", counter, eachId);
}
counter++;
}
Result is
Batch: 1, Id: 1
Batch: 1, Id: 2
Batch: 2, Id: 3
Batch: 2, Id: 4
Batch: 3, Id: 5
Batch: 3, Id: 6
Batch: 4, Id: 7
Batch: 4, Id: 8
Batch: 5, Id: 9
Batch: 5, Id: 0
ids
are splitted into 5 chunks with 2 elements.
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