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Advanced Bloom Filter Based Algorithms for Efficient Approximate Data De-Duplication in Streams
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/*
* Licensed to the Apache Software Foundation (ASF) under one or more
* contributor license agreements. See the NOTICE file distributed with
* this work for additional information regarding copyright ownership.
* The ASF licenses this file to You under the Apache License, Version 2.0
* (the "License"); you may not use this file except in compliance with
* the License. You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
// @formatter:off
package com.github.jparkie.deduplicator;
/**
* Copied From: https://github.com/apache/spark/blob/branch-2.0/common/sketch/src/main/java/org/apache/spark/util/sketch/Murmur3_x86_32.java
*
* 32-bit Murmur3 hasher. This is based on Guava's Murmur3_32HashFunction.
*/
public final class Murmur3_x86_32 {
private static final int C1 = 0xcc9e2d51;
private static final int C2 = 0x1b873593;
private final int seed;
public Murmur3_x86_32(int seed) {
this.seed = seed;
}
@Override
public String toString() {
return "Murmur3_32(seed=" + seed + ")";
}
public int hashInt(int input) {
return hashInt(input, seed);
}
public static int hashInt(int input, int seed) {
int k1 = mixK1(input);
int h1 = mixH1(seed, k1);
return fmix(h1, 4);
}
public int hashUnsafeWords(Object base, long offset, int lengthInBytes) {
return hashUnsafeWords(base, offset, lengthInBytes, seed);
}
public static int hashUnsafeWords(Object base, long offset, int lengthInBytes, int seed) {
// This is based on Guava's `Murmur32_Hasher.processRemaining(ByteBuffer)` method.
assert (lengthInBytes % 8 == 0): "lengthInBytes must be a multiple of 8 (word-aligned)";
int h1 = hashBytesByInt(base, offset, lengthInBytes, seed);
return fmix(h1, lengthInBytes);
}
public static int hashUnsafeBytes(Object base, long offset, int lengthInBytes, int seed) {
assert (lengthInBytes >= 0): "lengthInBytes cannot be negative";
int lengthAligned = lengthInBytes - lengthInBytes % 4;
int h1 = hashBytesByInt(base, offset, lengthAligned, seed);
for (int i = lengthAligned; i < lengthInBytes; i++) {
int halfWord = Platform.getByte(base, offset + i);
int k1 = mixK1(halfWord);
h1 = mixH1(h1, k1);
}
return fmix(h1, lengthInBytes);
}
private static int hashBytesByInt(Object base, long offset, int lengthInBytes, int seed) {
assert (lengthInBytes % 4 == 0);
int h1 = seed;
for (int i = 0; i < lengthInBytes; i += 4) {
int halfWord = Platform.getInt(base, offset + i);
int k1 = mixK1(halfWord);
h1 = mixH1(h1, k1);
}
return h1;
}
public int hashLong(long input) {
return hashLong(input, seed);
}
public static int hashLong(long input, int seed) {
int low = (int) input;
int high = (int) (input >>> 32);
int k1 = mixK1(low);
int h1 = mixH1(seed, k1);
k1 = mixK1(high);
h1 = mixH1(h1, k1);
return fmix(h1, 8);
}
private static int mixK1(int k1) {
k1 *= C1;
k1 = Integer.rotateLeft(k1, 15);
k1 *= C2;
return k1;
}
private static int mixH1(int h1, int k1) {
h1 ^= k1;
h1 = Integer.rotateLeft(h1, 13);
h1 = h1 * 5 + 0xe6546b64;
return h1;
}
// Finalization mix - force all bits of a hash block to avalanche
private static int fmix(int h1, int length) {
h1 ^= length;
h1 ^= h1 >>> 16;
h1 *= 0x85ebca6b;
h1 ^= h1 >>> 13;
h1 *= 0xc2b2ae35;
h1 ^= h1 >>> 16;
return h1;
}
}
// @formatter:on