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0050a73a4f
Summary: This change standardizes on a new 16-byte cache key format for block cache (incl compressed and secondary) and persistent cache (but not table cache and row cache). The goal is a really fast cache key with practically ideal stability and uniqueness properties without external dependencies (e.g. from FileSystem). A fixed key size of 16 bytes should enable future optimizations to the concurrent hash table for block cache, which is a heavy CPU user / bottleneck, but there appears to be measurable performance improvement even with no changes to LRUCache. This change replaces a lot of disjointed and ugly code handling cache keys with calls to a simple, clean new internal API (cache_key.h). (Preserving the old cache key logic under an option would be very ugly and likely negate the performance gain of the new approach. Complete replacement carries some inherent risk, but I think that's acceptable with sufficient analysis and testing.) The scheme for encoding new cache keys is complicated but explained in cache_key.cc. Also: EndianSwapValue is moved to math.h to be next to other bit operations. (Explains some new include "math.h".) ReverseBits operation added and unit tests added to hash_test for both. Fixes https://github.com/facebook/rocksdb/issues/7405 (presuming a root cause) Pull Request resolved: https://github.com/facebook/rocksdb/pull/9126 Test Plan: ### Basic correctness Several tests needed updates to work with the new functionality, mostly because we are no longer relying on filesystem for stable cache keys so table builders & readers need more context info to agree on cache keys. This functionality is so core, a huge number of existing tests exercise the cache key functionality. ### Performance Create db with `TEST_TMPDIR=/dev/shm ./db_bench -bloom_bits=10 -benchmarks=fillrandom -num=3000000 -partition_index_and_filters` And test performance with `TEST_TMPDIR=/dev/shm ./db_bench -readonly -use_existing_db -bloom_bits=10 -benchmarks=readrandom -num=3000000 -duration=30 -cache_index_and_filter_blocks -cache_size=250000 -threads=4` using DEBUG_LEVEL=0 and simultaneous before & after runs. Before ops/sec, avg over 100 runs: 121924 After ops/sec, avg over 100 runs: 125385 (+2.8%) ### Collision probability I have built a tool, ./cache_bench -stress_cache_key to broadly simulate host-wide cache activity over many months, by making some pessimistic simplifying assumptions: * Every generated file has a cache entry for every byte offset in the file (contiguous range of cache keys) * All of every file is cached for its entire lifetime We use a simple table with skewed address assignment and replacement on address collision to simulate files coming & going, with quite a variance (super-Poisson) in ages. Some output with `./cache_bench -stress_cache_key -sck_keep_bits=40`: ``` Total cache or DBs size: 32TiB Writing 925.926 MiB/s or 76.2939TiB/day Multiply by 9.22337e+18 to correct for simulation losses (but still assume whole file cached) ``` These come from default settings of 2.5M files per day of 32 MB each, and `-sck_keep_bits=40` means that to represent a single file, we are only keeping 40 bits of the 128-bit cache key. With file size of 2\*\*25 contiguous keys (pessimistic), our simulation is about 2\*\*(128-40-25) or about 9 billion billion times more prone to collision than reality. More default assumptions, relatively pessimistic: * 100 DBs in same process (doesn't matter much) * Re-open DB in same process (new session ID related to old session ID) on average every 100 files generated * Restart process (all new session IDs unrelated to old) 24 times per day After enough data, we get a result at the end: ``` (keep 40 bits) 17 collisions after 2 x 90 days, est 10.5882 days between (9.76592e+19 corrected) ``` If we believe the (pessimistic) simulation and the mathematical generalization, we would need to run a billion machines all for 97 billion days to expect a cache key collision. To help verify that our generalization ("corrected") is robust, we can make our simulation more precise with `-sck_keep_bits=41` and `42`, which takes more running time to get enough data: ``` (keep 41 bits) 16 collisions after 4 x 90 days, est 22.5 days between (1.03763e+20 corrected) (keep 42 bits) 19 collisions after 10 x 90 days, est 47.3684 days between (1.09224e+20 corrected) ``` The generalized prediction still holds. With the `-sck_randomize` option, we can see that we are beating "random" cache keys (except offsets still non-randomized) by a modest amount (roughly 20x less collision prone than random), which should make us reasonably comfortable even in "degenerate" cases: ``` 197 collisions after 1 x 90 days, est 0.456853 days between (4.21372e+18 corrected) ``` I've run other tests to validate other conditions behave as expected, never behaving "worse than random" unless we start chopping off structured data. Reviewed By: zhichao-cao Differential Revision: D33171746 Pulled By: pdillinger fbshipit-source-id: f16a57e369ed37be5e7e33525ace848d0537c88f
235 lines
8.2 KiB
C++
235 lines
8.2 KiB
C++
// Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved.
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// This source code is licensed under both the GPLv2 (found in the
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// COPYING file in the root directory) and Apache 2.0 License
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// (found in the LICENSE.Apache file in the root directory).
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#pragma once
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#include <assert.h>
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#ifdef _MSC_VER
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#include <intrin.h>
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#endif
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#include <cstdint>
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#include <type_traits>
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#include "rocksdb/rocksdb_namespace.h"
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namespace ROCKSDB_NAMESPACE {
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// Fast implementation of floor(log2(v)). Undefined for 0 or negative
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// numbers (in case of signed type).
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template <typename T>
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inline int FloorLog2(T v) {
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static_assert(std::is_integral<T>::value, "non-integral type");
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assert(v > 0);
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#ifdef _MSC_VER
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static_assert(sizeof(T) <= sizeof(uint64_t), "type too big");
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unsigned long idx = 0;
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if (sizeof(T) <= sizeof(uint32_t)) {
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_BitScanReverse(&idx, static_cast<uint32_t>(v));
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} else {
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#if defined(_M_X64) || defined(_M_ARM64)
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_BitScanReverse64(&idx, static_cast<uint64_t>(v));
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#else
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const auto vh = static_cast<uint32_t>(static_cast<uint64_t>(v) >> 32);
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if (vh != 0) {
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_BitScanReverse(&idx, static_cast<uint32_t>(vh));
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idx += 32;
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} else {
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_BitScanReverse(&idx, static_cast<uint32_t>(v));
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}
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#endif
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}
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return idx;
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#else
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static_assert(sizeof(T) <= sizeof(unsigned long long), "type too big");
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if (sizeof(T) <= sizeof(unsigned int)) {
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int lz = __builtin_clz(static_cast<unsigned int>(v));
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return int{sizeof(unsigned int)} * 8 - 1 - lz;
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} else if (sizeof(T) <= sizeof(unsigned long)) {
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int lz = __builtin_clzl(static_cast<unsigned long>(v));
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return int{sizeof(unsigned long)} * 8 - 1 - lz;
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} else {
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int lz = __builtin_clzll(static_cast<unsigned long long>(v));
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return int{sizeof(unsigned long long)} * 8 - 1 - lz;
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}
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#endif
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}
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// Number of low-order zero bits before the first 1 bit. Undefined for 0.
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template <typename T>
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inline int CountTrailingZeroBits(T v) {
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static_assert(std::is_integral<T>::value, "non-integral type");
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assert(v != 0);
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#ifdef _MSC_VER
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static_assert(sizeof(T) <= sizeof(uint64_t), "type too big");
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unsigned long tz = 0;
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if (sizeof(T) <= sizeof(uint32_t)) {
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_BitScanForward(&tz, static_cast<uint32_t>(v));
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} else {
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#if defined(_M_X64) || defined(_M_ARM64)
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_BitScanForward64(&tz, static_cast<uint64_t>(v));
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#else
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_BitScanForward(&tz, static_cast<uint32_t>(v));
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if (tz == 0) {
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_BitScanForward(&tz,
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static_cast<uint32_t>(static_cast<uint64_t>(v) >> 32));
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tz += 32;
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}
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#endif
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}
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return static_cast<int>(tz);
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#else
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static_assert(sizeof(T) <= sizeof(unsigned long long), "type too big");
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if (sizeof(T) <= sizeof(unsigned int)) {
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return __builtin_ctz(static_cast<unsigned int>(v));
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} else if (sizeof(T) <= sizeof(unsigned long)) {
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return __builtin_ctzl(static_cast<unsigned long>(v));
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} else {
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return __builtin_ctzll(static_cast<unsigned long long>(v));
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}
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#endif
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}
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#if defined(_MSC_VER) && !defined(_M_X64)
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namespace detail {
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template <typename T>
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int BitsSetToOneFallback(T v) {
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const int kBits = static_cast<int>(sizeof(T)) * 8;
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static_assert((kBits & (kBits - 1)) == 0, "must be power of two bits");
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// we static_cast these bit patterns in order to truncate them to the correct
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// size
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v = static_cast<T>(v - ((v >> 1) & static_cast<T>(0x5555555555555555ull)));
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v = static_cast<T>((v & static_cast<T>(0x3333333333333333ull)) +
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((v >> 2) & static_cast<T>(0x3333333333333333ull)));
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v = static_cast<T>((v + (v >> 4)) & static_cast<T>(0x0F0F0F0F0F0F0F0Full));
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for (int shift_bits = 8; shift_bits < kBits; shift_bits <<= 1) {
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v += static_cast<T>(v >> shift_bits);
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}
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// we want the bottom "slot" that's big enough to represent a value up to
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// (and including) kBits.
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return static_cast<int>(v & static_cast<T>(kBits | (kBits - 1)));
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}
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} // namespace detail
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#endif
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// Number of bits set to 1. Also known as "population count".
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template <typename T>
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inline int BitsSetToOne(T v) {
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static_assert(std::is_integral<T>::value, "non-integral type");
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#ifdef _MSC_VER
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static_assert(sizeof(T) <= sizeof(uint64_t), "type too big");
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if (sizeof(T) < sizeof(uint32_t)) {
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// This bit mask is to avoid a compiler warning on unused path
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constexpr auto mm = 8 * sizeof(uint32_t) - 1;
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// The bit mask is to neutralize sign extension on small signed types
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constexpr uint32_t m = (uint32_t{1} << ((8 * sizeof(T)) & mm)) - 1;
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#if defined(_M_X64) || defined(_M_IX86)
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return static_cast<int>(__popcnt(static_cast<uint32_t>(v) & m));
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#else
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return static_cast<int>(detail::BitsSetToOneFallback(v) & m);
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#endif
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} else if (sizeof(T) == sizeof(uint32_t)) {
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#if defined(_M_X64) || defined(_M_IX86)
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return static_cast<int>(__popcnt(static_cast<uint32_t>(v)));
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#else
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return detail::BitsSetToOneFallback(static_cast<uint32_t>(v));
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#endif
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} else {
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#ifdef _M_X64
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return static_cast<int>(__popcnt64(static_cast<uint64_t>(v)));
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#elif defined(_M_IX86)
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return static_cast<int>(
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__popcnt(static_cast<uint32_t>(static_cast<uint64_t>(v) >> 32) +
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__popcnt(static_cast<uint32_t>(v))));
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#else
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return detail::BitsSetToOneFallback(static_cast<uint64_t>(v));
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#endif
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}
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#else
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static_assert(sizeof(T) <= sizeof(unsigned long long), "type too big");
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if (sizeof(T) < sizeof(unsigned int)) {
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// This bit mask is to avoid a compiler warning on unused path
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constexpr auto mm = 8 * sizeof(unsigned int) - 1;
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// This bit mask is to neutralize sign extension on small signed types
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constexpr unsigned int m = (1U << ((8 * sizeof(T)) & mm)) - 1;
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return __builtin_popcount(static_cast<unsigned int>(v) & m);
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} else if (sizeof(T) == sizeof(unsigned int)) {
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return __builtin_popcount(static_cast<unsigned int>(v));
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} else if (sizeof(T) <= sizeof(unsigned long)) {
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return __builtin_popcountl(static_cast<unsigned long>(v));
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} else {
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return __builtin_popcountll(static_cast<unsigned long long>(v));
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}
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#endif
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}
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template <typename T>
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inline int BitParity(T v) {
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static_assert(std::is_integral<T>::value, "non-integral type");
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#ifdef _MSC_VER
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// bit parity == oddness of popcount
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return BitsSetToOne(v) & 1;
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#else
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static_assert(sizeof(T) <= sizeof(unsigned long long), "type too big");
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if (sizeof(T) <= sizeof(unsigned int)) {
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// On any sane systen, potential sign extension here won't change parity
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return __builtin_parity(static_cast<unsigned int>(v));
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} else if (sizeof(T) <= sizeof(unsigned long)) {
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return __builtin_parityl(static_cast<unsigned long>(v));
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} else {
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return __builtin_parityll(static_cast<unsigned long long>(v));
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}
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#endif
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}
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// Swaps between big and little endian. Can be used in combination with the
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// little-endian encoding/decoding functions in coding_lean.h and coding.h to
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// encode/decode big endian.
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template <typename T>
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inline T EndianSwapValue(T v) {
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static_assert(std::is_integral<T>::value, "non-integral type");
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#ifdef _MSC_VER
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if (sizeof(T) == 2) {
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return static_cast<T>(_byteswap_ushort(static_cast<uint16_t>(v)));
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} else if (sizeof(T) == 4) {
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return static_cast<T>(_byteswap_ulong(static_cast<uint32_t>(v)));
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} else if (sizeof(T) == 8) {
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return static_cast<T>(_byteswap_uint64(static_cast<uint64_t>(v)));
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}
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#else
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if (sizeof(T) == 2) {
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return static_cast<T>(__builtin_bswap16(static_cast<uint16_t>(v)));
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} else if (sizeof(T) == 4) {
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return static_cast<T>(__builtin_bswap32(static_cast<uint32_t>(v)));
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} else if (sizeof(T) == 8) {
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return static_cast<T>(__builtin_bswap64(static_cast<uint64_t>(v)));
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}
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#endif
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// Recognized by clang as bswap, but not by gcc :(
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T ret_val = 0;
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for (std::size_t i = 0; i < sizeof(T); ++i) {
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ret_val |= ((v >> (8 * i)) & 0xff) << (8 * (sizeof(T) - 1 - i));
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}
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return ret_val;
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}
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// Reverses the order of bits in an integral value
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template <typename T>
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inline T ReverseBits(T v) {
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T r = EndianSwapValue(v);
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const T kHighestByte = T{1} << ((sizeof(T) - 1) * 8);
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const T kEveryByte = kHighestByte | (kHighestByte / 255);
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r = ((r & (kEveryByte * 0x0f)) << 4) | ((r >> 4) & (kEveryByte * 0x0f));
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r = ((r & (kEveryByte * 0x33)) << 2) | ((r >> 2) & (kEveryByte * 0x33));
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r = ((r & (kEveryByte * 0x55)) << 1) | ((r >> 1) & (kEveryByte * 0x55));
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return r;
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}
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} // namespace ROCKSDB_NAMESPACE
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