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refactor: implement MurmurHash3 internally #36
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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. | ||
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| mod murmurhash; | ||
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| pub use murmurhash::MurmurHash3X64128; |
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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. | ||
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| use byteorder::{ByteOrder, LE}; | ||
| use std::hash::Hasher; | ||
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| const DEFAULT_SEED: u64 = 9001; | ||
| const C1: u64 = 0x87c37b91114253d5; | ||
| const C2: u64 = 0x4cf5ad432745937f; | ||
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| /// The MurmurHash3 is a fast, non-cryptographic, 128-bit hash function that has | ||
| /// excellent avalanche and 2-way bit independence properties. | ||
| #[derive(Debug)] | ||
| pub struct MurmurHash3X64128 { | ||
| h1: u64, | ||
| h2: u64, | ||
| total: u64, | ||
| buf: [u8; 16], | ||
| buf_len: usize, | ||
| } | ||
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| impl MurmurHash3X64128 { | ||
| pub fn with_seed(seed: u64) -> Self { | ||
| MurmurHash3X64128 { | ||
| h1: seed, | ||
| h2: seed, | ||
| total: 0, | ||
| buf: [0; 16], | ||
| buf_len: 0, | ||
| } | ||
| } | ||
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| pub fn finish128(&self) -> (u64, u64) { | ||
| let mut h1 = self.h1; | ||
| let mut h2 = self.h2; | ||
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| let total = self.total + self.buf_len as u64; | ||
| let rem = self.buf_len; | ||
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| // tail | ||
| if rem > 0 { | ||
| if rem > 8 { | ||
| // read k2 little endian | ||
| let mut buf = [0u8; 8]; | ||
| let k2_len = rem - 8; | ||
| buf[..k2_len].copy_from_slice(&self.buf[8..rem]); | ||
| // mix k2 | ||
| let mut k2 = u64::from_le_bytes(buf); | ||
| k2 = k2.wrapping_mul(C2); | ||
| k2 = k2.rotate_left(33); | ||
| k2 = k2.wrapping_mul(C1); | ||
| h2 ^= k2; | ||
| } | ||
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| // read k1 little endian | ||
| let mut buf = [0u8; 8]; | ||
| let k1_len = rem.min(8); | ||
| buf[..k1_len].copy_from_slice(&self.buf[..k1_len]); | ||
| // mix k1 | ||
| let mut k1 = u64::from_le_bytes(buf); | ||
| k1 = k1.wrapping_mul(C1); | ||
| k1 = k1.rotate_left(31); | ||
| k1 = k1.wrapping_mul(C2); | ||
| h1 ^= k1; | ||
| } | ||
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| h1 ^= total; | ||
| h2 ^= total; | ||
| h1 = h1.wrapping_add(h2); | ||
| h2 = h2.wrapping_add(h1); | ||
| h1 = fmix64(h1); | ||
| h2 = fmix64(h2); | ||
| h1 = h1.wrapping_add(h2); | ||
| h2 = h2.wrapping_add(h1); | ||
| (h1, h2) | ||
| } | ||
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| #[inline] | ||
| fn update(&mut self, mut k1: u64, mut k2: u64) { | ||
| // k1 *= c1; k1 = MURMUR3_ROTL64(k1, 31); k1 *= c2; out.h1 ^= k1; | ||
| k1 = k1.wrapping_mul(C1); | ||
| k1 = k1.rotate_left(31); | ||
| k1 = k1.wrapping_mul(C2); | ||
| self.h1 ^= k1; | ||
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| // out.h1 = MURMUR3_ROTL64(out.h1, 27); out.h1 += out.h2; out.h1 = out.h1*5+0x52dce729; | ||
| self.h1 = self.h1.rotate_left(27); | ||
| self.h1 = self.h1.wrapping_add(self.h2); | ||
| self.h1 = self.h1.wrapping_mul(5).wrapping_add(0x52dce729); | ||
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| // k2 *= c2; k2 = MURMUR3_ROTL64(k2, 33); k2 *= c1; out.h2 ^= k2; | ||
| k2 = k2.wrapping_mul(C2); | ||
| k2 = k2.rotate_left(33); | ||
| k2 = k2.wrapping_mul(C1); | ||
| self.h2 ^= k2; | ||
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| // out.h2 = MURMUR3_ROTL64(out.h2,31); out.h2 += out.h1; out.h2 = out.h2*5+c4; | ||
| self.h2 = self.h2.rotate_left(31); | ||
| self.h2 = self.h2.wrapping_add(self.h1); | ||
| self.h2 = self.h2.wrapping_mul(5).wrapping_add(0x38495ab5); | ||
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| // accumulate total length | ||
| self.total += 16; | ||
| } | ||
| } | ||
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| impl Default for MurmurHash3X64128 { | ||
| fn default() -> Self { | ||
| Self::with_seed(DEFAULT_SEED) | ||
| } | ||
| } | ||
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| impl Hasher for MurmurHash3X64128 { | ||
| fn finish(&self) -> u64 { | ||
| self.finish128().0 | ||
| } | ||
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| fn write(&mut self, mut bytes: &[u8]) { | ||
|
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There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. No need |
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| if self.buf_len + bytes.len() < 16 { | ||
| self.buf[self.buf_len..self.buf_len + bytes.len()].copy_from_slice(bytes); | ||
| self.buf_len += bytes.len(); | ||
| return; | ||
| } | ||
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| if self.buf_len != 0 { | ||
| let wanted = 16 - self.buf_len; | ||
| self.buf[self.buf_len..].copy_from_slice(&bytes[..wanted]); | ||
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| let k1 = LE::read_u64(&self.buf[0..8]); | ||
| let k2 = LE::read_u64(&self.buf[8..16]); | ||
| self.update(k1, k2); | ||
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| bytes = &bytes[wanted..]; | ||
| self.buf_len = 0; | ||
| } | ||
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| // Number of full 128-bit blocks of 16 bytes. | ||
| // Possible exclusion of a remainder of up to 15 bytes. | ||
| let blocks = bytes.len() >> 4; // bytes / 16 | ||
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| // Process the 128-bit blocks (the body) into the hash | ||
| for i in 0..blocks { | ||
| let lo = i << 4; | ||
| let mi = lo + 8; | ||
| let hi = mi + 8; | ||
| let k1 = LE::read_u64(&bytes[lo..mi]); | ||
| let k2 = LE::read_u64(&bytes[mi..hi]); | ||
| self.update(k1, k2); | ||
| } | ||
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| // remain bytes | ||
| let len = bytes.len() % 16; | ||
| if len > 0 { | ||
| self.buf[0..len].copy_from_slice(&bytes[blocks << 4..]); | ||
| self.buf_len = len; | ||
| } | ||
| } | ||
| } | ||
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| /// Finalization mix: force all bits of a hash block to avalanche. | ||
| #[inline] | ||
| fn fmix64(mut k: u64) -> u64 { | ||
| k ^= k >> 33; | ||
| k = k.wrapping_mul(0xff51afd7ed558ccd); | ||
| k ^= k >> 33; | ||
| k = k.wrapping_mul(0xc4ceb9fe1a85ec53); | ||
| k ^ (k >> 33) | ||
| } | ||
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| #[cfg(test)] | ||
| mod tests { | ||
| use super::*; | ||
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| fn murmurhash3_x64_128(key: &[u8], seed: u64) -> (u64, u64) { | ||
| let mut hasher = MurmurHash3X64128::with_seed(seed); | ||
| hasher.write(key); | ||
|
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There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Note that this is different from |
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| hasher.finish128() | ||
| } | ||
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| #[test] | ||
| fn test_remainder() { | ||
| // remainder > 8 | ||
| let key = "The quick brown fox jumps over the lazy dog"; | ||
| let (h1, h2) = murmurhash3_x64_128(key.as_bytes(), 0); | ||
| assert_eq!(h1, 0xe34bbc7bbc071b6c); | ||
| assert_eq!(h2, 0x7a433ca9c49a9347); | ||
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| // change one bit | ||
| let key = "The quick brown fox jumps over the lazy eog"; | ||
| let (h1, h2) = murmurhash3_x64_128(key.as_bytes(), 0); | ||
| assert_eq!(h1, 0x362108102c62d1c9); | ||
| assert_eq!(h2, 0x3285cd100292b305); | ||
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| // test a remainder < 8 | ||
| let key = "The quick brown fox jumps over the lazy dogdogdog"; | ||
| let (h1, h2) = murmurhash3_x64_128(key.as_bytes(), 0); | ||
| assert_eq!(h1, 0x9c8205300e612fc4); | ||
| assert_eq!(h2, 0xcbc0af6136aa3df9); | ||
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| // test a remainder = 8 | ||
| let key = "The quick brown fox jumps over the lazy1"; | ||
| let (h1, h2) = murmurhash3_x64_128(key.as_bytes(), 0); | ||
| assert_eq!(h1, 0xe3301a827e5cdfe3); | ||
| assert_eq!(h2, 0xbdbf05f8da0f0392); | ||
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| // test a remainder = 0 | ||
| let key = "The quick brown fox jumps over t"; | ||
| let (h1, h2) = murmurhash3_x64_128(key.as_bytes(), 0); | ||
| assert_eq!(h1, 0xdf6af91bb29bdacf); | ||
| assert_eq!(h2, 0x91a341c58df1f3a6); | ||
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| // test a ones byte and a zeros byte | ||
| let key = [ | ||
| 0x54, 0x68, 0x65, 0x20, 0x71, 0x75, 0x69, 0x63, 0x6b, 0x20, 0x62, 0x72, 0x6f, 0x77, | ||
| 0x6e, 0x20, 0x66, 0x6f, 0x78, 0x20, 0x6a, 0x75, 0x6d, 0x70, 0x73, 0x20, 0x6f, 0x76, | ||
| 0x65, 0x72, 0x20, 0x74, 0x68, 0x65, 0x20, 0x6c, 0x61, 0x7a, 0x79, 0x20, 0x64, 0x6f, | ||
| 0x67, 0xff, 0x64, 0x6f, 0x67, 0x00, | ||
| ]; | ||
| let (h1, h2) = murmurhash3_x64_128(&key, 0); | ||
| assert_eq!(h1, 0xe88abda785929c9e); | ||
| assert_eq!(h2, 0x96b98587cacc83d6); | ||
| } | ||
| } | ||
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Naming is still hard. Also we don't need a murmurhash3_x64_128 method based on our current usage.
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Let's be explicit here. Name = Spec of the algorithm. Maybe let's add some small comment saying why we are specifically using the
x64variant.