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Testing merging n small sets in HyperLogLogPLus
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public static void main(final String[] args) throws Throwable { | |
long startTime = System.currentTimeMillis(); | |
int numSets = 10; | |
int setSize = 1 * 1000 * 1000; | |
int repeats = 5; | |
HyperLogLogPlus[] counters = new HyperLogLogPlus[numSets]; | |
for (int i = 0; i < numSets; i++) { | |
counters[i] = new HyperLogLogPlus(15, 15); | |
} | |
for (int i = 0; i < numSets; i++) { | |
for (int j = 0; j < setSize; j++) { | |
String val = UUID.randomUUID().toString(); | |
for (int z = 0; z < repeats; z++) | |
{ | |
counters[i].offer(val); | |
} | |
} | |
} | |
ICardinality merged = counters[0]; | |
long sum = merged.cardinality(); | |
for (int i = 1; i < numSets; i++) { | |
sum += counters[i].cardinality(); | |
merged = merged.merge(counters[i]); | |
} | |
long trueSize = numSets * setSize; | |
System.out.println("True Cardinality: " + trueSize); | |
System.out.println("Summed Cardinality: " + sum); | |
System.out.println("Merged Cardinality: " + merged.cardinality()); | |
System.out.println("Merged Error: " + (merged.cardinality() - trueSize) / (float)trueSize); | |
System.out.println("Duration: " + ((System.currentTimeMillis() - startTime)/1000) + "s"); | |
} |
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