Create hashes using string builder instead of big integers

[KilianB]

During hash creation a bigInteger object will be created for each bit present. Currently no fancy operation take place during it's creation process that justify this overhead.
Afterwards the xor operation on arbitrary hashes is required for the hamming distance calculation.

Benchmark if it's more performant to use a stringbuilder.

BigInteger hash = BigInteger.ZERO;
for (int x = 0; x < width; x++) {
	for (int y = 0; y < height; y++) {
		if (pixelValue[x][y] < compareAgainst) {
			hash = hash.shiftLeft(1);
		} else {
			hash = hash.shiftLeft(1).add(BigInteger.ONE);
		}
	}
}
return hash;

vs new

StringBuilder sb = new StringBuilder(hashResolution);
for (int x = 0; x < width; x++) {
	for (int y = 0; y < height; y++) {
		if (pixelValue[x][y] < compareAgainst) {
			sb.append(0);
		} else {
			sb.append(1);
		}
	}
}
return new BigInteger(sb.toString(),2);

In cooperation with #18

[KilianB]

for smaller than 64 bit hashes we could also fall back to long variables and do primitive bit shifting.

[KilianB]

jmh benchmarks.
Big Integer is the current implementation. Performance decreases with increased hash length

Benchmark	Mode	Cnt	Score	Error	Units
kilianB.HashCreationBenchmark.benchmarkAverageHash32BigInteger	thrpt	25	152626,545	± 2741,163	ops/s
kilianB.HashCreationBenchmark.benchmarkAverageHash32BigIntegerStringBuilder	thrpt	25	158690,519	± 2111,147	ops/s
kilianB.HashCreationBenchmark.benchmarkAverageHash32MutableBigInteger	thrpt	25	157546,217	± 2026,677	ops/s
kilianB.HashCreationBenchmark.benchmarkAverageHash128BigInteger	thrpt	25	104932,391	± 1387,338	ops/s
kilianB.HashCreationBenchmark.benchmarkAverageHash128BigIntegerStringBuilder	thrpt	25	117392,216	± 1035,051	ops/s
kilianB.HashCreationBenchmark.benchmarkAverageHash128MutableBigInteger	thrpt	25	116409,836	± 2436,276	ops/s
kilianB.HashCreationBenchmark.benchmarkAverageHash5000BigInteger	thrpt	25	1387,469	± 6,534	ops/s
kilianB.HashCreationBenchmark.benchmarkAverageHash5000BigIntegerStringBuilder	thrpt	25	7690,280	± 96,870	ops/s
kilianB.HashCreationBenchmark.benchmarkAverageHash5000MutableBigInteger	thrpt	25	7715,949	± 49,220	ops/s

Mutable big integer requires method handles and reflection access which is not warranted for the performance difference compare to the stringbuilder approach (as well as unit tests to guarantee that the implementation is working as expected).

A new StringBuilder is created for every hash creation. Caching a stringbuilder would result again in a performance gain at the cost of thread safety. In relation file IO is much more heavy and the treadoff isn't worth it.

Migration to either stringbuilder or mutable big int allows to cut the first pass needed to estimate the hash length on an algorithm basis

[KilianB]

fixed with afc026d

[KilianB]

Using a custom hash builder which manipulates a byte array directly we can gain even more performance d9ef1f8
Now even the 5000 bit hash runs with 13.000 hashes created / second up from 1.3 k

[KilianB]

fixed with v 3.0.0