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97f2a2213e
* Move some code outside dbms/src folder * Fix paths
663 lines
28 KiB
C++
663 lines
28 KiB
C++
#pragma once
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#include <algorithm>
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#include <vector>
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#include <stdint.h>
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#include <string.h>
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#include <Core/Types.h>
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#include <Poco/Unicode.h>
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#include <Common/StringSearcher.h>
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#include <Common/StringUtils/StringUtils.h>
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#include <Common/UTF8Helpers.h>
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#include <common/StringRef.h>
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#include <common/unaligned.h>
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/** Search for a substring in a string by Volnitsky's algorithm
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* http://volnitsky.com/project/str_search/
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*
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* `haystack` and `needle` can contain zero bytes.
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*
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* Algorithm:
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* - if the `needle` is too small or too large, or too small `haystack`, use std::search or memchr;
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* - when initializing, fill in an open-addressing linear probing hash table of the form
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* hash from the bigram of needle -> the position of this bigram in needle + 1.
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* (one is added only to distinguish zero offset from an empty cell)
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* - the keys are not stored in the hash table, only the values are stored;
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* - bigrams can be inserted several times if they occur in the needle several times;
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* - when searching, take from haystack bigram, which should correspond to the last bigram of needle (comparing from the end);
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* - look for it in the hash table, if found - get the offset from the hash table and compare the string bytewise;
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* - if it did not match, we check the next cell of the hash table from the collision resolution chain;
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* - if not found, skip to haystack almost the size of the needle bytes;
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*
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* MultiVolnitsky - search for multiple substrings in a string:
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* - Add bigrams to hash table with string index. Then the usual Volnitsky search is used.
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* - We are adding while searching, limiting the number of fallback searchers and the total number of added bigrams
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*/
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namespace DB
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{
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namespace VolnitskyTraits
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{
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using Offset = UInt8; /// Offset in the needle. For the basic algorithm, the length of the needle must not be greater than 255.
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using Id = UInt8; /// Index of the string (within the array of multiple needles), must not be greater than 255.
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using Ngram = UInt16; /// n-gram (2 bytes).
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/** Fits into the L2 cache (of common Intel CPUs).
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* This number is extremely good for compilers as it is numeric_limits<Uint16>::max() and there are optimizations with movzwl and other instructions with 2 bytes
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*/
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static constexpr size_t hash_size = 64 * 1024;
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/// min haystack size to use main algorithm instead of fallback
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static constexpr size_t min_haystack_size_for_algorithm = 20000;
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static inline bool isFallbackNeedle(const size_t needle_size, size_t haystack_size_hint = 0)
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{
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return needle_size < 2 * sizeof(Ngram) || needle_size >= std::numeric_limits<Offset>::max()
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|| (haystack_size_hint && haystack_size_hint < min_haystack_size_for_algorithm);
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}
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static inline Ngram toNGram(const UInt8 * const pos) { return unalignedLoad<Ngram>(pos); }
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template <typename Callback>
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static inline void putNGramASCIICaseInsensitive(const UInt8 * const pos, const int offset, const Callback & putNGramBase)
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{
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struct Chars
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{
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UInt8 c0;
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UInt8 c1;
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};
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union
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{
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Ngram n;
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Chars chars;
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};
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n = toNGram(pos);
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const auto c0_al = isAlphaASCII(chars.c0);
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const auto c1_al = isAlphaASCII(chars.c1);
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if (c0_al && c1_al)
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{
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/// 4 combinations: AB, aB, Ab, ab
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putNGramBase(n, offset);
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chars.c0 = alternateCaseIfAlphaASCII(chars.c0);
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putNGramBase(n, offset);
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chars.c1 = alternateCaseIfAlphaASCII(chars.c1);
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putNGramBase(n, offset);
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chars.c0 = alternateCaseIfAlphaASCII(chars.c0);
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putNGramBase(n, offset);
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}
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else if (c0_al)
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{
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/// 2 combinations: A1, a1
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putNGramBase(n, offset);
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chars.c0 = alternateCaseIfAlphaASCII(chars.c0);
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putNGramBase(n, offset);
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}
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else if (c1_al)
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{
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/// 2 combinations: 0B, 0b
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putNGramBase(n, offset);
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chars.c1 = alternateCaseIfAlphaASCII(chars.c1);
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putNGramBase(n, offset);
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}
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else
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/// 1 combination: 01
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putNGramBase(n, offset);
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}
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template <bool CaseSensitive, bool ASCII, typename Callback>
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static inline void putNGram(const UInt8 * const pos, const int offset, [[maybe_unused]] const UInt8 * const begin, const Callback & putNGramBase)
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{
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if constexpr (CaseSensitive)
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{
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putNGramBase(toNGram(pos), offset);
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}
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else
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{
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if constexpr (ASCII)
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{
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putNGramASCIICaseInsensitive(pos, offset, putNGramBase);
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}
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else
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{
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struct Chars
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{
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UInt8 c0;
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UInt8 c1;
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};
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union
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{
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VolnitskyTraits::Ngram n;
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Chars chars;
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};
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n = toNGram(pos);
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if (isascii(chars.c0) && isascii(chars.c1))
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putNGramASCIICaseInsensitive(pos, offset, putNGramBase);
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else
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{
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/** n-gram (in the case of n = 2)
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* can be entirely located within one code point,
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* or intersect with two code points.
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*
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* In the first case, you need to consider up to two alternatives - this code point in upper and lower case,
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* and in the second case - up to four alternatives - fragments of two code points in all combinations of cases.
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*
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* It does not take into account the dependence of the case-transformation from the locale (for example - Turkish `Ii`)
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* as well as composition / decomposition and other features.
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*
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* It also does not work if characters with lower and upper cases are represented by different number of bytes or code points.
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*/
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using Seq = UInt8[6];
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if (UTF8::isContinuationOctet(chars.c1))
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{
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/// ngram is inside a sequence
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auto seq_pos = pos;
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UTF8::syncBackward(seq_pos, begin);
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const auto u32 = UTF8::convert(seq_pos);
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const auto l_u32 = Poco::Unicode::toLower(u32);
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const auto u_u32 = Poco::Unicode::toUpper(u32);
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/// symbol is case-independent
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if (l_u32 == u_u32)
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putNGramBase(n, offset);
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else
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{
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/// where is the given ngram in respect to the start of UTF-8 sequence?
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const auto seq_ngram_offset = pos - seq_pos;
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Seq seq;
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/// put ngram for lowercase
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UTF8::convert(l_u32, seq, sizeof(seq));
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chars.c0 = seq[seq_ngram_offset];
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chars.c1 = seq[seq_ngram_offset + 1];
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putNGramBase(n, offset);
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/// put ngram for uppercase
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UTF8::convert(u_u32, seq, sizeof(seq));
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chars.c0 = seq[seq_ngram_offset]; //-V519
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chars.c1 = seq[seq_ngram_offset + 1]; //-V519
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putNGramBase(n, offset);
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}
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}
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else
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{
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/// ngram is on the boundary of two sequences
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/// first sequence may start before u_pos if it is not ASCII
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auto first_seq_pos = pos;
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UTF8::syncBackward(first_seq_pos, begin);
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/// where is the given ngram in respect to the start of first UTF-8 sequence?
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const auto seq_ngram_offset = pos - first_seq_pos;
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const auto first_u32 = UTF8::convert(first_seq_pos);
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const auto first_l_u32 = Poco::Unicode::toLower(first_u32);
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const auto first_u_u32 = Poco::Unicode::toUpper(first_u32);
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/// second sequence always start immediately after u_pos
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auto second_seq_pos = pos + 1;
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const auto second_u32 = UTF8::convert(second_seq_pos); /// TODO This assumes valid UTF-8 or zero byte after needle.
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const auto second_l_u32 = Poco::Unicode::toLower(second_u32);
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const auto second_u_u32 = Poco::Unicode::toUpper(second_u32);
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/// both symbols are case-independent
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if (first_l_u32 == first_u_u32 && second_l_u32 == second_u_u32)
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{
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putNGramBase(n, offset);
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}
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else if (first_l_u32 == first_u_u32)
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{
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/// first symbol is case-independent
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Seq seq;
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/// put ngram for lowercase
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UTF8::convert(second_l_u32, seq, sizeof(seq));
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chars.c1 = seq[0];
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putNGramBase(n, offset);
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/// put ngram from uppercase, if it is different
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UTF8::convert(second_u_u32, seq, sizeof(seq));
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if (chars.c1 != seq[0])
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{
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chars.c1 = seq[0];
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putNGramBase(n, offset);
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}
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}
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else if (second_l_u32 == second_u_u32)
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{
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/// second symbol is case-independent
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Seq seq;
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/// put ngram for lowercase
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UTF8::convert(first_l_u32, seq, sizeof(seq));
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chars.c0 = seq[seq_ngram_offset];
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putNGramBase(n, offset);
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/// put ngram for uppercase, if it is different
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UTF8::convert(first_u_u32, seq, sizeof(seq));
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if (chars.c0 != seq[seq_ngram_offset])
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{
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chars.c0 = seq[seq_ngram_offset];
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putNGramBase(n, offset);
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}
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}
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else
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{
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Seq first_l_seq;
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Seq first_u_seq;
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Seq second_l_seq;
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Seq second_u_seq;
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UTF8::convert(first_l_u32, first_l_seq, sizeof(first_l_seq));
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UTF8::convert(first_u_u32, first_u_seq, sizeof(first_u_seq));
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UTF8::convert(second_l_u32, second_l_seq, sizeof(second_l_seq));
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UTF8::convert(second_u_u32, second_u_seq, sizeof(second_u_seq));
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auto c0l = first_l_seq[seq_ngram_offset];
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auto c0u = first_u_seq[seq_ngram_offset];
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auto c1l = second_l_seq[0];
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auto c1u = second_u_seq[0];
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/// ngram for ll
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chars.c0 = c0l;
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chars.c1 = c1l;
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putNGramBase(n, offset);
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if (c0l != c0u)
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{
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/// ngram for Ul
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chars.c0 = c0u;
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chars.c1 = c1l;
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putNGramBase(n, offset);
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}
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if (c1l != c1u)
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{
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/// ngram for lU
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chars.c0 = c0l;
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chars.c1 = c1u;
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putNGramBase(n, offset);
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}
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if (c0l != c0u && c1l != c1u)
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{
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/// ngram for UU
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chars.c0 = c0u;
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chars.c1 = c1u;
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putNGramBase(n, offset);
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}
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}
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}
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}
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}
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}
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}
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}
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/// @todo store lowercase needle to speed up in case there are numerous occurrences of bigrams from needle in haystack
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template <bool CaseSensitive, bool ASCII, typename FallbackSearcher>
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class VolnitskyBase
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{
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protected:
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const UInt8 * const needle;
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const size_t needle_size;
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const UInt8 * const needle_end = needle + needle_size;
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/// For how long we move, if the n-gram from haystack is not found in the hash table.
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const size_t step = needle_size - sizeof(VolnitskyTraits::Ngram) + 1;
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/** max needle length is 255, max distinct ngrams for case-sensitive is (255 - 1), case-insensitive is 4 * (255 - 1)
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* storage of 64K ngrams (n = 2, 128 KB) should be large enough for both cases */
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VolnitskyTraits::Offset hash[VolnitskyTraits::hash_size]; /// Hash table.
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const bool fallback; /// Do we need to use the fallback algorithm.
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FallbackSearcher fallback_searcher;
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public:
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using Searcher = FallbackSearcher;
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/** haystack_size_hint - the expected total size of the haystack for `search` calls. Optional (zero means unspecified).
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* If you specify it small enough, the fallback algorithm will be used,
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* since it is considered that it's useless to waste time initializing the hash table.
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*/
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VolnitskyBase(const char * const needle_, const size_t needle_size_, size_t haystack_size_hint = 0)
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: needle{reinterpret_cast<const UInt8 *>(needle_)}
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, needle_size{needle_size_}
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, fallback{VolnitskyTraits::isFallbackNeedle(needle_size, haystack_size_hint)}
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, fallback_searcher{needle_, needle_size}
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{
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if (fallback)
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return;
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memset(hash, 0, sizeof(hash));
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auto callback = [this](const VolnitskyTraits::Ngram ngram, const int offset) { return this->putNGramBase(ngram, offset); };
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/// ssize_t is used here because unsigned can't be used with condition like `i >= 0`, unsigned always >= 0
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/// And also adding from the end guarantees that we will find first occurence because we will lookup bigger offsets first.
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for (auto i = static_cast<ssize_t>(needle_size - sizeof(VolnitskyTraits::Ngram)); i >= 0; --i)
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VolnitskyTraits::putNGram<CaseSensitive, ASCII>(this->needle + i, i + 1, this->needle, callback);
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}
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/// If not found, the end of the haystack is returned.
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const UInt8 * search(const UInt8 * const haystack, const size_t haystack_size) const
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{
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if (needle_size == 0)
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return haystack;
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const auto haystack_end = haystack + haystack_size;
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if (fallback || haystack_size <= needle_size)
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return fallback_searcher.search(haystack, haystack_end);
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/// Let's "apply" the needle to the haystack and compare the n-gram from the end of the needle.
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const auto * pos = haystack + needle_size - sizeof(VolnitskyTraits::Ngram);
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for (; pos <= haystack_end - needle_size; pos += step)
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{
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/// We look at all the cells of the hash table that can correspond to the n-gram from haystack.
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for (size_t cell_num = VolnitskyTraits::toNGram(pos) % VolnitskyTraits::hash_size; hash[cell_num];
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cell_num = (cell_num + 1) % VolnitskyTraits::hash_size)
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{
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/// When found - compare bytewise, using the offset from the hash table.
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const auto res = pos - (hash[cell_num] - 1);
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/// pointer in the code is always padded array so we can use pagesafe semantics
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if (fallback_searcher.compare(haystack, haystack_end, res))
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return res;
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}
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}
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return fallback_searcher.search(pos - step + 1, haystack_end);
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}
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const char * search(const char * haystack, size_t haystack_size) const
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{
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return reinterpret_cast<const char *>(search(reinterpret_cast<const UInt8 *>(haystack), haystack_size));
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}
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protected:
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void putNGramBase(const VolnitskyTraits::Ngram ngram, const int offset)
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{
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/// Put the offset for the n-gram in the corresponding cell or the nearest free cell.
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size_t cell_num = ngram % VolnitskyTraits::hash_size;
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while (hash[cell_num])
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cell_num = (cell_num + 1) % VolnitskyTraits::hash_size; /// Search for the next free cell.
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hash[cell_num] = offset;
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}
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};
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template <bool CaseSensitive, bool ASCII, typename FallbackSearcher>
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class MultiVolnitskyBase
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{
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private:
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/// needles and their offsets
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const std::vector<StringRef> & needles;
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/// fallback searchers
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std::vector<size_t> fallback_needles;
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std::vector<FallbackSearcher> fallback_searchers;
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/// because std::pair<> is not POD
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struct OffsetId
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{
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VolnitskyTraits::Id id;
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VolnitskyTraits::Offset off;
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};
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OffsetId hash[VolnitskyTraits::hash_size];
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/// step for each bunch of strings
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size_t step;
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/// last index of offsets that was not processed
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size_t last;
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/// limit for adding to hashtable. In worst case with case insentive search, the table will be filled at most as half
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static constexpr size_t small_limit = VolnitskyTraits::hash_size / 8;
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public:
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MultiVolnitskyBase(const std::vector<StringRef> & needles_) : needles{needles_}, step{0}, last{0}
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{
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fallback_searchers.reserve(needles.size());
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}
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/**
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* This function is needed to initialize hash table
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* Returns `true` if there is nothing to initialize
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* and `false` if we have something to initialize and initializes it.
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* This function is a kind of fallback if there are many needles.
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* We actually destroy the hash table and initialize it with uninitialized needles
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* and search through the haystack again.
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* The actual usage of this function is like this:
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* while (hasMoreToSearch())
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* {
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* search inside the haystack with the known needles
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* }
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*/
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bool hasMoreToSearch()
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{
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if (last == needles.size())
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return false;
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memset(hash, 0, sizeof(hash));
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fallback_needles.clear();
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step = std::numeric_limits<size_t>::max();
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size_t buf = 0;
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size_t size = needles.size();
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for (; last < size; ++last)
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{
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const char * cur_needle_data = needles[last].data;
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const size_t cur_needle_size = needles[last].size;
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/// save the indices of fallback searchers
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if (VolnitskyTraits::isFallbackNeedle(cur_needle_size))
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{
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fallback_needles.push_back(last);
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}
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else
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{
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/// put all bigrams
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auto callback = [this](const VolnitskyTraits::Ngram ngram, const int offset)
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{
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return this->putNGramBase(ngram, offset, this->last);
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};
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buf += cur_needle_size - sizeof(VolnitskyTraits::Ngram) + 1;
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|
|
/// this is the condition when we actually need to stop and start searching with known needles
|
|
if (buf > small_limit)
|
|
break;
|
|
|
|
step = std::min(step, cur_needle_size - sizeof(VolnitskyTraits::Ngram) + 1);
|
|
for (auto i = static_cast<int>(cur_needle_size - sizeof(VolnitskyTraits::Ngram)); i >= 0; --i)
|
|
{
|
|
VolnitskyTraits::putNGram<CaseSensitive, ASCII>(
|
|
reinterpret_cast<const UInt8 *>(cur_needle_data) + i,
|
|
i + 1,
|
|
reinterpret_cast<const UInt8 *>(cur_needle_data),
|
|
callback);
|
|
}
|
|
}
|
|
fallback_searchers.emplace_back(cur_needle_data, cur_needle_size);
|
|
}
|
|
return true;
|
|
}
|
|
|
|
inline bool searchOne(const UInt8 * haystack, const UInt8 * haystack_end) const
|
|
{
|
|
const size_t fallback_size = fallback_needles.size();
|
|
for (size_t i = 0; i < fallback_size; ++i)
|
|
if (fallback_searchers[fallback_needles[i]].search(haystack, haystack_end) != haystack_end)
|
|
return true;
|
|
|
|
/// check if we have one non empty volnitsky searcher
|
|
if (step != std::numeric_limits<size_t>::max())
|
|
{
|
|
const auto * pos = haystack + step - sizeof(VolnitskyTraits::Ngram);
|
|
for (; pos <= haystack_end - sizeof(VolnitskyTraits::Ngram); pos += step)
|
|
{
|
|
for (size_t cell_num = VolnitskyTraits::toNGram(pos) % VolnitskyTraits::hash_size; hash[cell_num].off;
|
|
cell_num = (cell_num + 1) % VolnitskyTraits::hash_size)
|
|
{
|
|
if (pos >= haystack + hash[cell_num].off - 1)
|
|
{
|
|
const auto res = pos - (hash[cell_num].off - 1);
|
|
const size_t ind = hash[cell_num].id;
|
|
if (res + needles[ind].size <= haystack_end && fallback_searchers[ind].compare(haystack, haystack_end, res))
|
|
return true;
|
|
}
|
|
}
|
|
}
|
|
}
|
|
return false;
|
|
}
|
|
|
|
inline size_t searchOneFirstIndex(const UInt8 * haystack, const UInt8 * haystack_end) const
|
|
{
|
|
const size_t fallback_size = fallback_needles.size();
|
|
|
|
size_t ans = std::numeric_limits<size_t>::max();
|
|
|
|
for (size_t i = 0; i < fallback_size; ++i)
|
|
if (fallback_searchers[fallback_needles[i]].search(haystack, haystack_end) != haystack_end)
|
|
ans = std::min(ans, fallback_needles[i]);
|
|
|
|
/// check if we have one non empty volnitsky searcher
|
|
if (step != std::numeric_limits<size_t>::max())
|
|
{
|
|
const auto * pos = haystack + step - sizeof(VolnitskyTraits::Ngram);
|
|
for (; pos <= haystack_end - sizeof(VolnitskyTraits::Ngram); pos += step)
|
|
{
|
|
for (size_t cell_num = VolnitskyTraits::toNGram(pos) % VolnitskyTraits::hash_size; hash[cell_num].off;
|
|
cell_num = (cell_num + 1) % VolnitskyTraits::hash_size)
|
|
{
|
|
if (pos >= haystack + hash[cell_num].off - 1)
|
|
{
|
|
const auto res = pos - (hash[cell_num].off - 1);
|
|
const size_t ind = hash[cell_num].id;
|
|
if (res + needles[ind].size <= haystack_end && fallback_searchers[ind].compare(haystack, haystack_end, res))
|
|
ans = std::min(ans, ind);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
/*
|
|
* if nothing was found, ans + 1 will be equal to zero and we can
|
|
* assign it into the result because we need to return the position starting with one
|
|
*/
|
|
return ans + 1;
|
|
}
|
|
|
|
template <typename CountCharsCallback>
|
|
inline UInt64 searchOneFirstPosition(const UInt8 * haystack, const UInt8 * haystack_end, const CountCharsCallback & count_chars) const
|
|
{
|
|
const size_t fallback_size = fallback_needles.size();
|
|
|
|
UInt64 ans = std::numeric_limits<UInt64>::max();
|
|
|
|
for (size_t i = 0; i < fallback_size; ++i)
|
|
if (auto pos = fallback_searchers[fallback_needles[i]].search(haystack, haystack_end); pos != haystack_end)
|
|
ans = std::min<UInt64>(ans, pos - haystack);
|
|
|
|
/// check if we have one non empty volnitsky searcher
|
|
if (step != std::numeric_limits<size_t>::max())
|
|
{
|
|
const auto * pos = haystack + step - sizeof(VolnitskyTraits::Ngram);
|
|
for (; pos <= haystack_end - sizeof(VolnitskyTraits::Ngram); pos += step)
|
|
{
|
|
for (size_t cell_num = VolnitskyTraits::toNGram(pos) % VolnitskyTraits::hash_size; hash[cell_num].off;
|
|
cell_num = (cell_num + 1) % VolnitskyTraits::hash_size)
|
|
{
|
|
if (pos >= haystack + hash[cell_num].off - 1)
|
|
{
|
|
const auto res = pos - (hash[cell_num].off - 1);
|
|
const size_t ind = hash[cell_num].id;
|
|
if (res + needles[ind].size <= haystack_end && fallback_searchers[ind].compare(haystack, haystack_end, res))
|
|
ans = std::min<UInt64>(ans, res - haystack);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
if (ans == std::numeric_limits<UInt64>::max())
|
|
return 0;
|
|
return count_chars(haystack, haystack + ans);
|
|
}
|
|
|
|
template <typename CountCharsCallback, typename AnsType>
|
|
inline void searchOneAll(const UInt8 * haystack, const UInt8 * haystack_end, AnsType * ans, const CountCharsCallback & count_chars) const
|
|
{
|
|
const size_t fallback_size = fallback_needles.size();
|
|
for (size_t i = 0; i < fallback_size; ++i)
|
|
{
|
|
const UInt8 * ptr = fallback_searchers[fallback_needles[i]].search(haystack, haystack_end);
|
|
if (ptr != haystack_end)
|
|
ans[fallback_needles[i]] = count_chars(haystack, ptr);
|
|
}
|
|
|
|
/// check if we have one non empty volnitsky searcher
|
|
if (step != std::numeric_limits<size_t>::max())
|
|
{
|
|
const auto * pos = haystack + step - sizeof(VolnitskyTraits::Ngram);
|
|
for (; pos <= haystack_end - sizeof(VolnitskyTraits::Ngram); pos += step)
|
|
{
|
|
for (size_t cell_num = VolnitskyTraits::toNGram(pos) % VolnitskyTraits::hash_size; hash[cell_num].off;
|
|
cell_num = (cell_num + 1) % VolnitskyTraits::hash_size)
|
|
{
|
|
if (pos >= haystack + hash[cell_num].off - 1)
|
|
{
|
|
const auto * res = pos - (hash[cell_num].off - 1);
|
|
const size_t ind = hash[cell_num].id;
|
|
if (ans[ind] == 0 && res + needles[ind].size <= haystack_end && fallback_searchers[ind].compare(haystack, haystack_end, res))
|
|
ans[ind] = count_chars(haystack, res);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
void putNGramBase(const VolnitskyTraits::Ngram ngram, const int offset, const size_t num)
|
|
{
|
|
size_t cell_num = ngram % VolnitskyTraits::hash_size;
|
|
|
|
while (hash[cell_num].off)
|
|
cell_num = (cell_num + 1) % VolnitskyTraits::hash_size;
|
|
|
|
hash[cell_num] = {static_cast<VolnitskyTraits::Id>(num), static_cast<VolnitskyTraits::Offset>(offset)};
|
|
}
|
|
};
|
|
|
|
|
|
using Volnitsky = VolnitskyBase<true, true, ASCIICaseSensitiveStringSearcher>;
|
|
using VolnitskyUTF8 = VolnitskyBase<true, false, ASCIICaseSensitiveStringSearcher>; /// exactly same as Volnitsky
|
|
using VolnitskyCaseInsensitive = VolnitskyBase<false, true, ASCIICaseInsensitiveStringSearcher>; /// ignores non-ASCII bytes
|
|
using VolnitskyCaseInsensitiveUTF8 = VolnitskyBase<false, false, UTF8CaseInsensitiveStringSearcher>;
|
|
|
|
using VolnitskyCaseSensitiveToken = VolnitskyBase<true, true, ASCIICaseSensitiveTokenSearcher>;
|
|
using VolnitskyCaseInsensitiveToken = VolnitskyBase<false, true, ASCIICaseInsensitiveTokenSearcher>;
|
|
|
|
using MultiVolnitsky = MultiVolnitskyBase<true, true, ASCIICaseSensitiveStringSearcher>;
|
|
using MultiVolnitskyUTF8 = MultiVolnitskyBase<true, false, ASCIICaseSensitiveStringSearcher>;
|
|
using MultiVolnitskyCaseInsensitive = MultiVolnitskyBase<false, true, ASCIICaseInsensitiveStringSearcher>;
|
|
using MultiVolnitskyCaseInsensitiveUTF8 = MultiVolnitskyBase<false, false, UTF8CaseInsensitiveStringSearcher>;
|
|
|
|
|
|
}
|