Refactor: Extract functions

This commit is contained in:
Pitchaya Boonsarngsuk
2018-01-19 09:29:14 +00:00
parent 1d711f828d
commit feec778c62
12 changed files with 351 additions and 163 deletions

View File

@@ -0,0 +1,27 @@
import { pointOnCircle, takeSampleFrom } from "./helpers";
import { placeNearToNearestNeighbour } from "./interpCommon";
export default function(sampleSet, remainderSet, distanceFn) {
// var distance = calculateEuclideanDistance;
// console.log("Brute-force");
let sampleSubset = takeSampleFrom(sampleSet, Math.sqrt(sampleSet.length)).sample;
for (let node of remainderSet) {
let nearestSample = undefined,
minDist = undefined,
sampleSubsetDistanceCache = [];
for (let sample of sampleSet) {
let dist = distanceFn(node, sample);
if (nearestSample === undefined || dist < minDist) {
minDist = dist;
nearestSample = sample;
}
let index = sampleSubset.indexOf(sample);
if (index !== -1)
sampleSubsetDistanceCache[index] = dist;
}
placeNearToNearestNeighbour(node, nearestSample, minDist, sampleSubset, sampleSubsetDistanceCache);
}
}