func TestLSHStream(t *testing.T) {
var seed int64 = 0
var d, k, l int = 64, 6, 4
data := []float64{1.0, 0.0, 2.0, 7.0, 4.0, 0.0, 8.0, 3.0, 2.0, 1.0}
var inDimensions, outDimentions int = 10, 2
hash := hash.NewMurmur(1<<63 - 1)
decoder := decoder.NewSpherical(d, k, l)
projector := projector.NewDBFriendly(inDimensions, outDimentions, seed)
lsh := lsh.NewLSH(hash, decoder, projector)
lsh.LSHHashStream(data, 1)
t.Log("√ LSH Stream test complete")
}
func BenchmarkStreamLSH(b *testing.B) {
var seed int64 = 0
var d, k, l int = 64, 6, 4
data := []float64{1.0, 0.0, 2.0, 7.0, 4.0, 0.0, 8.0, 3.0, 2.0, 1.0}
var inDimensions, outDimentions int = 10, 2
hash := hash.NewMurmur(1<<63 - 1)
decoder := decoder.NewSpherical(d, k, l)
projector := projector.NewDBFriendly(inDimensions, outDimentions, seed)
for i := 0; i < b.N; i++ {
lsh := lsh.NewLSH(hash, decoder, projector)
b.StopTimer()
lsh.LSHHashStream(data, 1)
b.StartTimer()
}
}