Functional C#: Writing a 'partition' function
One of the more interesting higher order functions that I’ve come across while playing with F# is the partition function which is similar to the filter function except it returns the values which meet the predicate passed in as well as the ones which don’t.
I came across an interesting problem recently where we needed to do exactly this and had ended up taking a more imperative for each style approach to solve the problem because this function doesn’t exist in C# as far as I know.
In F# the function makes use of a tuple to do this so if we want to create the function in C# then we need to define a tuple object first.
public class Tuple<TFirst, TSecond>
{
private readonly TFirst first;
private readonly TSecond second;
public Tuple(TFirst first, TSecond second)
{
this.first = first;
this.second = second;
}
public TFirst First
{
get { return first; }
}
public TSecond Second
{
get { return second; }
}
}
public static class IEnumerableExtensions
{
public static Tuple<IEnumerable<T>, IEnumerable<T>> Partition<T>(this IEnumerable<T> enumerableOf, Func<T, bool> predicate)
{
var positives = enumerableOf.Where(predicate);
var negatives = enumerableOf.Where(e => !predicate(e));
return new Tuple<IEnumerable<T>, IEnumerable<T>>(positives, negatives);
}
}
I’m not sure of the best way to write this function - at the moment we end up creating two iterators to cover the two different filters that we’re running over the collection which seems a bit strange.
In F# 'partition' is on List so the whole collection would be evaluated whereas in this case we’re still only evaluating each item as it’s needed so maybe there isn’t a way to do it without using two iterators.
If we wanted to use this function to get the evens and odds from a collection we could write the following code:
var evensAndOdds = Enumerable.Range(1, 10).Partition(x => x % 2 == 0);
var evens = evensAndOdds.First;
var odds = evensAndOdds.Second;
The other thing that’s nice about F# is that we can assign the result of the expression to two separate values in one go and I don’t know of a way to do that in C#.
let evens, odds = [1..10] |> List.partition (fun x -> x % 2 = 0)
We don’t need to have the intermediate variable 'evensAndOdds' which doesn’t really add much to the code.
I’d be interested in knowing if there’s a better way to do this than what I’m trying out.
About the author
I'm currently working on short form content at ClickHouse. I publish short 5 minute videos showing how to solve data problems on YouTube @LearnDataWithMark. I previously worked on graph analytics at Neo4j, where I also co-authored the O'Reilly Graph Algorithms Book with Amy Hodler.