public void CachedDissimilarityTest()
{
var dataPoints = DataPoints.ToList();
var cachedDissimilarity = new CachedDissimilarityMetric <DataPoint>(DistanceMetric, DataPoints);
for (var i = 0; i < dataPoints.Count; i++)
{
for (var j = i + 1; j < dataPoints.Count; j++)
{
var cachedDist = cachedDissimilarity.Calculate(dataPoints[i], dataPoints[j]);
var distance = DistanceMetric.Calculate(dataPoints[i], dataPoints[j]);
Console.WriteLine($"{dataPoints[i]} - {dataPoints[j]} = {cachedDist}");
Assert.AreEqual(cachedDist, distance, 1E-10,
$"Distance {distance} and cached distance {cachedDist} between {dataPoints[i]} and {dataPoints[j]} should be the same.");
}
}
cachedDissimilarity.Dispose();
}
public AddressDissimilarityMetric(Pipeline pipeline, List <string> addresses)
{
_pipeline = pipeline;
_cachedDissimilarity = new CachedDissimilarityMetric <string>(this, new HashSet <string>(addresses));
}
