Bael 1010 hll (#2274)
* BAEL-1010 HLL article code * BAEL-1010 moved tolerated difference to a variable * Merge branch 'master' of https://github.com/eugenp/tutorials into BAEL-1010_hll # Conflicts: # libraries/pom.xml * BAEL-1010 clearer code * use isCloseTo
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@ -4,6 +4,7 @@ package com.baeldung.hll;
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import com.google.common.hash.HashFunction;
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import com.google.common.hash.Hashing;
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import net.agkn.hll.HLL;
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import org.assertj.core.data.Offset;
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import org.junit.Test;
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import java.util.stream.LongStream;
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@ -15,8 +16,8 @@ public class HLLUnitTest {
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@Test
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public void givenHLL_whenAddHugeAmountOfNumbers_thenShouldReturnEstimatedCardinality() {
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//given
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int numberOfElements = 100_000_000;
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int toleratedDifference = 1_000_000;
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long numberOfElements = 100_000_000;
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long toleratedDifference = 1_000_000;
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HashFunction hashFunction = Hashing.murmur3_128();
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HLL hll = new HLL(14, 5);
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@ -29,14 +30,14 @@ public class HLLUnitTest {
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//then
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long cardinality = hll.cardinality();
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assertThat(isSimilarTo(cardinality, numberOfElements, toleratedDifference)).isTrue();
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assertThat(cardinality).isCloseTo(numberOfElements, Offset.offset(toleratedDifference));
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}
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@Test
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public void givenTwoHLLs_whenAddHugeAmountOfNumbers_thenShouldReturnEstimatedCardinalityForUnionOfHLLs() {
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//given
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int numberOfElements = 100_000_000;
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int toleratedDifference = 1_000_000;
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long numberOfElements = 100_000_000;
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long toleratedDifference = 1_000_000;
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HashFunction hashFunction = Hashing.murmur3_128();
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HLL firstHll = new HLL(15, 5);
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HLL secondHLL = new HLL(15, 5);
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@ -57,12 +58,6 @@ public class HLLUnitTest {
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//then
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firstHll.union(secondHLL);
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long cardinality = firstHll.cardinality();
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assertThat(isSimilarTo(cardinality, numberOfElements * 2,
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toleratedDifference * 2)).isTrue();
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}
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private boolean isSimilarTo(long cardinality, int numberOfElements, int maxToleratedDifference) {
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System.out.println(cardinality);
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return Math.abs(cardinality - numberOfElements) <= maxToleratedDifference;
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assertThat(cardinality).isCloseTo(numberOfElements * 2, Offset.offset(toleratedDifference * 2));
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}
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}
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