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Replaces the original long lit hash table (used in streaming mode) with a smaller, simpler linear probing approach. Adds a bloom filter in front of it to reduce time spent on false positives. Sizing of both the hash table and bloom filter are done based on max load.
442 lines
16 KiB
C++
442 lines
16 KiB
C++
/*
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* Copyright (c) 2016, Intel Corporation
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*
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* Redistribution and use in source and binary forms, with or without
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* modification, are permitted provided that the following conditions are met:
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*
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* * Redistributions of source code must retain the above copyright notice,
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* this list of conditions and the following disclaimer.
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* * Redistributions in binary form must reproduce the above copyright
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* notice, this list of conditions and the following disclaimer in the
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* documentation and/or other materials provided with the distribution.
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* * Neither the name of Intel Corporation nor the names of its contributors
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* may be used to endorse or promote products derived from this software
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* without specific prior written permission.
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*
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* THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
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* AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
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* IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
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* ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE
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* LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
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* CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
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* SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
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* INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
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* CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
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* ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
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* POSSIBILITY OF SUCH DAMAGE.
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*/
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#include "rose_build_long_lit.h"
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#include "rose_build_engine_blob.h"
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#include "rose_build_impl.h"
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#include "stream_long_lit_hash.h"
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#include "util/alloc.h"
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#include "util/bitutils.h"
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#include "util/verify_types.h"
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#include "util/compile_context.h"
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#include <algorithm>
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#include <numeric>
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using namespace std;
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namespace ue2 {
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/** \brief Minimum size for a non-empty hash table. Must be a power of two. */
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static constexpr u32 MIN_HASH_TABLE_SIZE = 128;
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/** \brief Maximum load factor (between zero and one) for a hash table. */
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static constexpr double MAX_HASH_TABLE_LOAD = 0.7;
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/** \brief Minimum size (in bits) for a bloom filter. Must be a power of two. */
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static constexpr u32 MIN_BLOOM_FILTER_SIZE = 256;
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/** \brief Maximum load factor (between zero and one) for a bloom filter. */
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static constexpr double MAX_BLOOM_FILTER_LOAD = 0.25;
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struct LongLitModeInfo {
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u32 num_literals = 0; //!< Number of strings for this mode.
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u32 hashed_positions = 0; //!< Number of hashable string positions.
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};
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struct LongLitInfo {
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LongLitModeInfo caseful;
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LongLitModeInfo nocase;
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};
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static
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u32 roundUpToPowerOfTwo(u32 x) {
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assert(x != 0);
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u32 bits = lg2(x - 1) + 1;
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assert(bits < 32);
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return 1U << bits;
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}
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static
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LongLitInfo analyzeLongLits(const vector<ue2_case_string> &lits,
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size_t max_len) {
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LongLitInfo info;
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for (const auto &lit : lits) {
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auto &lit_info = lit.nocase ? info.nocase : info.caseful;
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assert(lit.s.size() > max_len);
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lit_info.num_literals++;
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lit_info.hashed_positions += lit.s.size() - max_len;
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}
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DEBUG_PRINTF("case: hashed %u positions\n", info.caseful.hashed_positions);
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DEBUG_PRINTF("nocase: hashed %u positions\n", info.nocase.hashed_positions);
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return info;
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}
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static
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void addToBloomFilter(vector<u8> &bloom, const u8 *substr, bool nocase) {
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const u32 num_keys = verify_u32(bloom.size() * 8);
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const u32 key_mask = (1U << lg2(num_keys)) -1;
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const auto hash_functions = { bloomHash_1, bloomHash_2, bloomHash_3 };
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for (const auto &hash_func : hash_functions) {
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u32 hash = hash_func(substr, nocase);
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u32 key = hash & key_mask;
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DEBUG_PRINTF("set key %u (of %zu)\n", key, bloom.size() * 8);
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bloom[key / 8] |= 1U << (key % 8);
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}
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}
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static
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size_t bloomOccupancy(const vector<u8> &bloom) {
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return accumulate(begin(bloom), end(bloom), 0,
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[](const size_t &sum, const u8 &elem) {
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return sum + popcount32(elem);
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});
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}
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static
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double bloomLoad(const vector<u8> &bloom) {
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return (double)bloomOccupancy(bloom) / (double)(bloom.size() * 8);
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}
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static
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vector<u8> buildBloomFilter(const vector<ue2_case_string> &lits, size_t max_len,
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size_t num_entries, bool nocase) {
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assert(num_entries % 8 == 0);
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assert((num_entries & (num_entries - 1)) == 0); // Must be power of two.
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vector<u8> bloom(num_entries / 8, 0);
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if (!num_entries) {
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return bloom;
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}
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for (const auto &lit : lits) {
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if (nocase != lit.nocase) {
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continue;
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}
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for (u32 offset = 1; offset < lit.s.size() - max_len + 1; offset++) {
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const u8 *substr = (const u8 *)lit.s.c_str() + offset;
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addToBloomFilter(bloom, substr, nocase);
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}
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}
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DEBUG_PRINTF("%s bloom filter occupancy %zu of %zu entries\n",
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nocase ? "nocase" : "caseful", bloomOccupancy(bloom),
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num_entries);
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return bloom;
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}
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static
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vector<u8> makeBloomFilter(const vector<ue2_case_string> &lits,
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size_t max_len, bool nocase) {
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vector<u8> bloom;
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size_t num_entries = MIN_BLOOM_FILTER_SIZE;
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for (;;) {
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bloom = buildBloomFilter(lits, max_len, num_entries, nocase);
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DEBUG_PRINTF("built %s bloom for %zu entries: load %f\n",
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nocase ? "nocase" : "caseful", num_entries,
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bloomLoad(bloom));
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if (bloomLoad(bloom) < MAX_BLOOM_FILTER_LOAD) {
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break;
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}
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num_entries *= 2;
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}
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return bloom;
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}
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static
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size_t hashTableOccupancy(const vector<RoseLongLitHashEntry> &tab) {
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return count_if(begin(tab), end(tab), [](const RoseLongLitHashEntry &ent) {
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return ent.str_offset != 0;
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});
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}
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static
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double hashTableLoad(const vector<RoseLongLitHashEntry> &tab) {
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return (double)hashTableOccupancy(tab) / (double)(tab.size());
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}
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static
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vector<RoseLongLitHashEntry> buildHashTable(const vector<ue2_case_string> &lits,
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size_t max_len,
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const vector<u32> &litToOffsetVal,
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size_t numEntries, bool nocase) {
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vector<RoseLongLitHashEntry> tab(numEntries, {0,0});
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if (!numEntries) {
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return tab;
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}
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map<u32, vector<pair<u32, u32>>> hashToLitOffPairs;
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for (u32 lit_id = 0; lit_id < lits.size(); lit_id++) {
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const ue2_case_string &lit = lits[lit_id];
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if (nocase != lit.nocase) {
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continue;
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}
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for (u32 offset = 1; offset < lit.s.size() - max_len + 1; offset++) {
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const u8 *substr = (const u8 *)lit.s.c_str() + offset;
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u32 hash = hashLongLiteral(substr, max_len, lit.nocase);
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hashToLitOffPairs[hash].emplace_back(lit_id, offset);
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}
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}
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for (auto &m : hashToLitOffPairs) {
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u32 hash = m.first;
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vector<pair<u32, u32>> &d = m.second;
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// Sort by (offset, string) so that we'll be able to remove identical
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// string prefixes.
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stable_sort(begin(d), end(d),
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[&](const pair<u32, u32> &a, const pair<u32, u32> &b) {
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const auto &str_a = lits[a.first].s;
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const auto &str_b = lits[b.first].s;
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return tie(a.second, str_a) < tie(b.second, str_b);
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});
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// Remove entries that point to the same literal prefix.
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d.erase(unique(begin(d), end(d),
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[&](const pair<u32, u32> &a, const pair<u32, u32> &b) {
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if (a.second != b.second) {
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return false;
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}
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const auto &str_a = lits[a.first].s;
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const auto &str_b = lits[b.first].s;
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const size_t len = max_len + a.second;
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return equal(begin(str_a), begin(str_a) + len,
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begin(str_b));
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}),
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end(d));
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// Sort d by distance of the residual string (len minus our depth into
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// the string). We need to put the 'furthest back' string first.
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stable_sort(begin(d), end(d),
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[](const pair<u32, u32> &a, const pair<u32, u32> &b) {
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if (a.second != b.second) {
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return a.second > b.second; /* longest is first */
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}
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return a.first < b.first;
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});
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u32 bucket = hash % numEntries;
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// Placement via linear probing.
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for (const auto &lit_offset : d) {
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while (tab[bucket].str_offset != 0) {
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bucket++;
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if (bucket == numEntries) {
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bucket = 0;
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}
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}
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u32 lit_id = lit_offset.first;
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u32 offset = lit_offset.second;
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DEBUG_PRINTF("hash 0x%08x lit_id %u offset %u bucket %u\n", hash,
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lit_id, offset, bucket);
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auto &entry = tab[bucket];
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entry.str_offset = verify_u32(litToOffsetVal.at(lit_id));
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assert(entry.str_offset != 0);
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entry.str_len = offset + max_len;
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}
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}
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DEBUG_PRINTF("%s hash table occupancy %zu of %zu entries\n",
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nocase ? "nocase" : "caseful", hashTableOccupancy(tab),
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numEntries);
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return tab;
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}
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static
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vector<RoseLongLitHashEntry> makeHashTable(const vector<ue2_case_string> &lits,
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size_t max_len,
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const vector<u32> &litToOffsetVal,
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u32 numPositions, bool nocase) {
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vector<RoseLongLitHashEntry> tab;
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// Note: for the hash table, we must always have at least enough entries
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// for the number of hashable positions.
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size_t num_entries = roundUpToPowerOfTwo(max(MIN_HASH_TABLE_SIZE,
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numPositions));
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for (;;) {
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tab = buildHashTable(lits, max_len, litToOffsetVal, num_entries,
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nocase);
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DEBUG_PRINTF("built %s hash table for %zu entries: load %f\n",
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nocase ? "nocase" : "caseful", num_entries,
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hashTableLoad(tab));
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if (hashTableLoad(tab) < MAX_HASH_TABLE_LOAD) {
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break;
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}
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num_entries *= 2;
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}
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return tab;
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}
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static
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vector<u8> buildLits(const vector<ue2_case_string> &lits, u32 baseOffset,
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vector<u32> &litToOffsetVal) {
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vector<u8> blob;
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litToOffsetVal.resize(lits.size(), 0);
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u32 lit_id = 0;
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for (const auto &lit : lits) {
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u32 offset = baseOffset + verify_u32(blob.size());
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blob.insert(blob.end(), begin(lit.s), end(lit.s));
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litToOffsetVal[lit_id] = offset;
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lit_id++;
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}
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DEBUG_PRINTF("built %zu bytes of strings\n", blob.size());
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return blob;
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}
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u32 buildLongLiteralTable(const RoseBuildImpl &build, RoseEngineBlob &blob,
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vector<ue2_case_string> &lits,
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size_t longLitLengthThreshold,
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size_t *historyRequired,
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size_t *longLitStreamStateRequired) {
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// Work in terms of history requirement (i.e. literal len - 1).
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const size_t max_len = longLitLengthThreshold - 1;
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// We should only be building the long literal hash table in streaming mode.
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if (!build.cc.streaming) {
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return 0;
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}
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if (lits.empty()) {
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DEBUG_PRINTF("no long literals\n");
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return 0;
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}
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// The last char of each literal is trimmed as we're not interested in full
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// matches, only partial matches.
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for (auto &lit : lits) {
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assert(!lit.s.empty());
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lit.s.pop_back();
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}
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// Sort by caseful/caseless and in lexicographical order.
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stable_sort(begin(lits), end(lits), [](const ue2_case_string &a,
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const ue2_case_string &b) {
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if (a.nocase != b.nocase) {
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return a.nocase < b.nocase;
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}
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return a.s < b.s;
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});
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// Find literals that are prefixes of other literals (including
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// duplicates). Note that we iterate in reverse, since we want to retain
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// only the longest string from a set of prefixes.
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auto it = unique(lits.rbegin(), lits.rend(), [](const ue2_case_string &a,
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const ue2_case_string &b) {
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return a.nocase == b.nocase && a.s.size() >= b.s.size() &&
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equal(b.s.begin(), b.s.end(), a.s.begin());
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});
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// Erase dupes found by unique().
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lits.erase(lits.begin(), it.base());
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LongLitInfo info = analyzeLongLits(lits, max_len);
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vector<u32> litToOffsetVal;
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const size_t headerSize = ROUNDUP_16(sizeof(RoseLongLitTable));
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vector<u8> lit_blob = buildLits(lits, headerSize, litToOffsetVal);
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// Build caseful bloom filter and hash table.
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vector<u8> bloom_case;
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vector<RoseLongLitHashEntry> tab_case;
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if (info.caseful.num_literals) {
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bloom_case = makeBloomFilter(lits, max_len, false);
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tab_case = makeHashTable(lits, max_len, litToOffsetVal,
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info.caseful.hashed_positions, false);
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}
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// Build nocase bloom filter and hash table.
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vector<u8> bloom_nocase;
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vector<RoseLongLitHashEntry> tab_nocase;
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if (info.nocase.num_literals) {
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bloom_nocase = makeBloomFilter(lits, max_len, true);
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tab_nocase = makeHashTable(lits, max_len, litToOffsetVal,
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info.nocase.hashed_positions, true);
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}
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size_t wholeLitTabSize = ROUNDUP_16(byte_length(lit_blob));
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size_t htOffsetCase = headerSize + wholeLitTabSize;
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size_t htOffsetNocase = htOffsetCase + byte_length(tab_case);
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size_t bloomOffsetCase = htOffsetNocase + byte_length(tab_nocase);
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size_t bloomOffsetNocase = bloomOffsetCase + byte_length(bloom_case);
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size_t tabSize = ROUNDUP_16(bloomOffsetNocase + byte_length(bloom_nocase));
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// need to add +2 to both of these to allow space for the actual largest
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// value as well as handling the fact that we add one to the space when
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// storing out a position to allow zero to mean "no stream state value"
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u8 streamBitsCase = lg2(roundUpToPowerOfTwo(tab_case.size() + 2));
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u8 streamBitsNocase = lg2(roundUpToPowerOfTwo(tab_nocase.size() + 2));
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u32 tot_state_bytes = ROUNDUP_N(streamBitsCase + streamBitsNocase, 8) / 8;
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auto table = aligned_zmalloc_unique<char>(tabSize);
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assert(table); // otherwise would have thrown std::bad_alloc
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// Fill in the RoseLongLitTable header structure.
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RoseLongLitTable *header = (RoseLongLitTable *)(table.get());
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header->size = verify_u32(tabSize);
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header->maxLen = verify_u8(max_len); // u8 so doesn't matter; won't go > 255
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header->caseful.hashOffset = verify_u32(htOffsetCase);
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header->caseful.hashBits = lg2(tab_case.size());
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header->caseful.streamStateBits = streamBitsCase;
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header->caseful.bloomOffset = verify_u32(bloomOffsetCase);
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header->caseful.bloomBits = lg2(bloom_case.size() * 8);
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header->nocase.hashOffset = verify_u32(htOffsetNocase);
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header->nocase.hashBits = lg2(tab_nocase.size());
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header->nocase.streamStateBits = streamBitsNocase;
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header->nocase.bloomOffset = verify_u32(bloomOffsetNocase);
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header->nocase.bloomBits = lg2(bloom_nocase.size() * 8);
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assert(tot_state_bytes < sizeof(u64a));
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header->streamStateBytes = verify_u8(tot_state_bytes); // u8
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// Copy in the literal strings, hash tables and bloom filters,
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copy_bytes(table.get() + headerSize, lit_blob);
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copy_bytes(table.get() + htOffsetCase, tab_case);
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copy_bytes(table.get() + bloomOffsetCase, bloom_case);
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copy_bytes(table.get() + htOffsetNocase, tab_nocase);
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copy_bytes(table.get() + bloomOffsetNocase, bloom_nocase);
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DEBUG_PRINTF("built streaming table, size=%zu\n", tabSize);
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DEBUG_PRINTF("requires %zu bytes of history\n", max_len);
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DEBUG_PRINTF("requires %u bytes of stream state\n", tot_state_bytes);
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*historyRequired = max(*historyRequired, max_len);
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*longLitStreamStateRequired = tot_state_bytes;
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return blob.add(table.get(), tabSize, 16);
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}
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} // namespace ue2
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