My goal is to get a weighted average from one table, based on another tables primary key.
Example Data:
Table1
Key WEIGHTED_AVERAGE
0200 0
Table2
ForeignKey Length Value
0200 105 52
0200 105 60
0200 105 54
0200 105 -1
0200 47 55
I need to get a weighted average based on the length of a segment and I need to ignore values of -1. I know how to do this in SQL, but my goal is to do this in LINQ. It looks something like this in SQL:
SELECT Sum(t2.Value*t2.Length)/Sum(t2.Length) AS WEIGHTED_AVERAGE
FROM Table1 t1, Table2 t2
WHERE t2.Value <> -1
AND t2.ForeignKey = t1.Key;
I am still pretty new to LINQ, and having a hard time figuring out how I would translate this. The result weighted average should come out to roughly 55.3. Thank you.
Here's an extension method for LINQ.
public static double WeightedAverage<T>(this IEnumerable<T> records, Func<T, double> value, Func<T, double> weight)
{
if(records == null)
throw new ArgumentNullException(nameof(records), $"{nameof(records)} is null.");
int count = 0;
double valueSum = 0;
double weightSum = 0;
foreach (var record in records)
{
count++;
double recordWeight = weight(record);
valueSum += value(record) * recordWeight;
weightSum += recordWeight;
}
if (count == 0)
throw new ArgumentException($"{nameof(records)} is empty.");
if (count == 1)
return value(records.Single());
if (weightSum != 0)
return valueSum / weightSum;
else
throw new DivideByZeroException($"Division of {valueSum} by zero.");
}
This has become extremely handy because I can get a weighted average of any group of data based on another field within the same record.
Update
I now check for dividing by zero and throw a more detailed exception instead of returning 0. Allows user to catch the exception and handle as needed.