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#pragma once
#include "comptrie_builder.h"
#include "comptrie_trie.h"
#include "comptrie_impl.h"
#include <library/cpp/packers/packers.h>
#include <util/system/yassert.h>
#include <util/generic/vector.h>
#include <util/generic/deque.h>
#include <util/stream/str.h>
// Aho-Corasick algorithm implementation using CompactTrie implementation of Sedgewick's T-trie
namespace NCompactTrie {
struct TSuffixLink {
ui64 NextSuffixOffset;
ui64 NextSuffixWithDataOffset;
TSuffixLink(ui64 nextSuffixOffset = 0, ui64 nextSuffixWithDataOffset = 0)
: NextSuffixOffset(nextSuffixOffset)
, NextSuffixWithDataOffset(nextSuffixWithDataOffset)
{
}
};
const size_t FLAGS_SIZE = sizeof(char);
const size_t SYMBOL_SIZE = sizeof(char);
}
template <class T = char, class D = ui64, class S = TCompactTriePacker<D>>
class TCompactPatternSearcherBuilder : protected TCompactTrieBuilder<T, D, S> {
public:
typedef T TSymbol;
typedef D TData;
typedef S TPacker;
typedef typename TCompactTrieKeySelector<TSymbol>::TKey TKey;
typedef typename TCompactTrieKeySelector<TSymbol>::TKeyBuf TKeyBuf;
typedef TCompactTrieBuilder<T, D, S> TBase;
public:
TCompactPatternSearcherBuilder() {
TBase::Impl = MakeHolder<TCompactPatternSearcherBuilderImpl>();
}
bool Add(const TSymbol* key, size_t keyLength, const TData& value) {
return TBase::Impl->AddEntry(key, keyLength, value);
}
bool Add(const TKeyBuf& key, const TData& value) {
return Add(key.data(), key.size(), value);
}
bool Find(const TSymbol* key, size_t keyLength, TData* value) const {
return TBase::Impl->FindEntry(key, keyLength, value);
}
bool Find(const TKeyBuf& key, TData* value = nullptr) const {
return Find(key.data(), key.size(), value);
}
size_t Save(IOutputStream& os) const {
size_t trieSize = TBase::Impl->MeasureByteSize();
TBufferOutput serializedTrie(trieSize);
TBase::Impl->Save(serializedTrie);
auto serializedTrieBuffer = serializedTrie.Buffer();
CalculateSuffixLinks(
serializedTrieBuffer.Data(),
serializedTrieBuffer.Data() + serializedTrieBuffer.Size()
);
os.Write(serializedTrieBuffer.Data(), serializedTrieBuffer.Size());
return trieSize;
}
TBlob Save() const {
TBufferStream buffer;
Save(buffer);
return TBlob::FromStream(buffer);
}
size_t SaveToFile(const TString& fileName) const {
TFileOutput out(fileName);
return Save(out);
}
size_t MeasureByteSize() const {
return TBase::Impl->MeasureByteSize();
}
private:
void CalculateSuffixLinks(char* trieStart, const char* trieEnd) const;
protected:
class TCompactPatternSearcherBuilderImpl : public TBase::TCompactTrieBuilderImpl {
public:
typedef typename TBase::TCompactTrieBuilderImpl TImplBase;
TCompactPatternSearcherBuilderImpl(
TCompactTrieBuilderFlags flags = CTBF_NONE,
TPacker packer = TPacker(),
IAllocator* alloc = TDefaultAllocator::Instance()
) : TImplBase(flags, packer, alloc) {
}
ui64 ArcMeasure(
const typename TImplBase::TArc* arc,
size_t leftSize,
size_t rightSize
) const override {
using namespace NCompactTrie;
size_t coreSize = SYMBOL_SIZE + FLAGS_SIZE +
sizeof(TSuffixLink) +
this->NodeMeasureLeafValue(arc->Node);
size_t treeSize = this->NodeMeasureSubtree(arc->Node);
if (arc->Label.Length() > 0)
treeSize += (SYMBOL_SIZE + FLAGS_SIZE + sizeof(TSuffixLink)) *
(arc->Label.Length() - 1);
// Triple measurements are needed because the space needed to store the offset
// shall be added to the offset itself. Hence three iterations.
size_t leftOffsetSize = 0;
size_t rightOffsetSize = 0;
for (size_t iteration = 0; iteration < 3; ++iteration) {
leftOffsetSize = leftSize ? MeasureOffset(
coreSize + treeSize + leftOffsetSize + rightOffsetSize) : 0;
rightOffsetSize = rightSize ? MeasureOffset(
coreSize + treeSize + leftSize + leftOffsetSize + rightOffsetSize) : 0;
}
coreSize += leftOffsetSize + rightOffsetSize;
arc->LeftOffset = leftSize ? coreSize + treeSize : 0;
arc->RightOffset = rightSize ? coreSize + treeSize + leftSize : 0;
return coreSize + treeSize + leftSize + rightSize;
}
ui64 ArcSaveSelf(const typename TImplBase::TArc* arc, IOutputStream& os) const override {
using namespace NCompactTrie;
ui64 written = 0;
size_t leftOffsetSize = MeasureOffset(arc->LeftOffset);
size_t rightOffsetSize = MeasureOffset(arc->RightOffset);
size_t labelLen = arc->Label.Length();
for (size_t labelPos = 0; labelPos < labelLen; ++labelPos) {
char flags = 0;
if (labelPos == 0) {
flags |= (leftOffsetSize << MT_LEFTSHIFT);
flags |= (rightOffsetSize << MT_RIGHTSHIFT);
}
if (labelPos == labelLen - 1) {
if (arc->Node->IsFinal())
flags |= MT_FINAL;
if (!arc->Node->IsLast())
flags |= MT_NEXT;
} else {
flags |= MT_NEXT;
}
os.Write(&flags, 1);
os.Write(&arc->Label.AsCharPtr()[labelPos], 1);
written += 2;
TSuffixLink suffixlink;
os.Write(&suffixlink, sizeof(TSuffixLink));
written += sizeof(TSuffixLink);
if (labelPos == 0) {
written += ArcSaveOffset(arc->LeftOffset, os);
written += ArcSaveOffset(arc->RightOffset, os);
}
}
written += this->NodeSaveLeafValue(arc->Node, os);
return written;
}
};
};
template <class T>
struct TPatternMatch {
ui64 End;
T Data;
TPatternMatch(ui64 end, const T& data)
: End(end)
, Data(data)
{
}
};
template <class T = char, class D = ui64, class S = TCompactTriePacker<D>>
class TCompactPatternSearcher {
public:
typedef T TSymbol;
typedef D TData;
typedef S TPacker;
typedef typename TCompactTrieKeySelector<TSymbol>::TKey TKey;
typedef typename TCompactTrieKeySelector<TSymbol>::TKeyBuf TKeyBuf;
typedef TCompactTrie<TSymbol, TData, TPacker> TTrie;
public:
TCompactPatternSearcher()
{
}
explicit TCompactPatternSearcher(const TBlob& data)
: Trie(data)
{
}
TCompactPatternSearcher(const char* data, size_t size)
: Trie(data, size)
{
}
TVector<TPatternMatch<TData>> SearchMatches(const TSymbol* text, size_t textSize) const;
TVector<TPatternMatch<TData>> SearchMatches(const TKeyBuf& text) const {
return SearchMatches(text.data(), text.size());
}
private:
TTrie Trie;
};
////////////////////
// Implementation //
////////////////////
namespace {
template <class TData, class TPacker>
char ReadNode(
char* nodeStart,
char*& leftSibling,
char*& rightSibling,
char*& directChild,
NCompactTrie::TSuffixLink*& suffixLink,
TPacker packer = TPacker()
) {
char* dataPos = nodeStart;
char flags = *(dataPos++);
Y_ASSERT(!NCompactTrie::IsEpsilonLink(flags)); // Epsilon links are not allowed
char label = *(dataPos++);
suffixLink = (NCompactTrie::TSuffixLink*)dataPos;
dataPos += sizeof(NCompactTrie::TSuffixLink);
{ // Left branch
size_t offsetLength = NCompactTrie::LeftOffsetLen(flags);
size_t leftOffset = NCompactTrie::UnpackOffset(dataPos, offsetLength);
leftSibling = leftOffset ? (nodeStart + leftOffset) : nullptr;
dataPos += offsetLength;
}
{ // Right branch
size_t offsetLength = NCompactTrie::RightOffsetLen(flags);
size_t rightOffset = NCompactTrie::UnpackOffset(dataPos, offsetLength);
rightSibling = rightOffset ? (nodeStart + rightOffset) : nullptr;
dataPos += offsetLength;
}
directChild = nullptr;
if (flags & NCompactTrie::MT_NEXT) {
directChild = dataPos;
if (flags & NCompactTrie::MT_FINAL) {
directChild += packer.SkipLeaf(directChild);
}
}
return label;
}
template <class TData, class TPacker>
char ReadNodeConst(
const char* nodeStart,
const char*& leftSibling,
const char*& rightSibling,
const char*& directChild,
const char*& data,
NCompactTrie::TSuffixLink& suffixLink,
TPacker packer = TPacker()
) {
const char* dataPos = nodeStart;
char flags = *(dataPos++);
Y_ASSERT(!NCompactTrie::IsEpsilonLink(flags)); // Epsilon links are not allowed
char label = *(dataPos++);
suffixLink = *((NCompactTrie::TSuffixLink*)dataPos);
dataPos += sizeof(NCompactTrie::TSuffixLink);
{ // Left branch
size_t offsetLength = NCompactTrie::LeftOffsetLen(flags);
size_t leftOffset = NCompactTrie::UnpackOffset(dataPos, offsetLength);
leftSibling = leftOffset ? (nodeStart + leftOffset) : nullptr;
dataPos += offsetLength;
}
{ // Right branch
size_t offsetLength = NCompactTrie::RightOffsetLen(flags);
size_t rightOffset = NCompactTrie::UnpackOffset(dataPos, offsetLength);
rightSibling = rightOffset ? (nodeStart + rightOffset) : nullptr;
dataPos += offsetLength;
}
data = nullptr;
if (flags & NCompactTrie::MT_FINAL) {
data = dataPos;
}
directChild = nullptr;
if (flags & NCompactTrie::MT_NEXT) {
directChild = dataPos;
if (flags & NCompactTrie::MT_FINAL) {
directChild += packer.SkipLeaf(directChild);
}
}
return label;
}
Y_FORCE_INLINE bool Advance(
const char*& dataPos,
const char* const dataEnd,
char label
) {
if (dataPos == nullptr) {
return false;
}
while (dataPos < dataEnd) {
size_t offsetLength, offset;
const char* startPos = dataPos;
char flags = *(dataPos++);
char symbol = *(dataPos++);
dataPos += sizeof(NCompactTrie::TSuffixLink);
// Left branch
offsetLength = NCompactTrie::LeftOffsetLen(flags);
if ((unsigned char)label < (unsigned char)symbol) {
offset = NCompactTrie::UnpackOffset(dataPos, offsetLength);
if (!offset)
break;
dataPos = startPos + offset;
continue;
}
dataPos += offsetLength;
// Right branch
offsetLength = NCompactTrie::RightOffsetLen(flags);
if ((unsigned char)label > (unsigned char)symbol) {
offset = NCompactTrie::UnpackOffset(dataPos, offsetLength);
if (!offset)
break;
dataPos = startPos + offset;
continue;
}
dataPos = startPos;
return true;
}
// if we got here, we're past the dataend - bail out ASAP
dataPos = nullptr;
return false;
}
} // anonymous
template <class T, class D, class S>
void TCompactPatternSearcherBuilder<T, D, S>::CalculateSuffixLinks(
char* trieStart,
const char* trieEnd
) const {
struct TBfsElement {
char* Node;
const char* Parent;
TBfsElement(char* node, const char* parent)
: Node(node)
, Parent(parent)
{
}
};
TDeque<TBfsElement> bfsQueue;
if (trieStart && trieStart != trieEnd) {
bfsQueue.emplace_back(trieStart, nullptr);
}
while (!bfsQueue.empty()) {
auto front = bfsQueue.front();
char* node = front.Node;
const char* parent = front.Parent;
bfsQueue.pop_front();
char* leftSibling;
char* rightSibling;
char* directChild;
NCompactTrie::TSuffixLink* suffixLink;
char label = ReadNode<TData, TPacker>(
node,
leftSibling,
rightSibling,
directChild,
suffixLink
);
const char* suffix;
if (parent == nullptr) {
suffix = node;
} else {
const char* parentOfSuffix = parent;
const char* temp;
do {
NCompactTrie::TSuffixLink parentOfSuffixSuffixLink;
ReadNodeConst<TData, TPacker>(
parentOfSuffix,
/*left*/temp,
/*right*/temp,
/*direct*/temp,
/*data*/temp,
parentOfSuffixSuffixLink
);
if (parentOfSuffixSuffixLink.NextSuffixOffset == 0) {
suffix = trieStart;
if (!Advance(suffix, trieEnd, label)) {
suffix = node;
}
break;
}
parentOfSuffix += parentOfSuffixSuffixLink.NextSuffixOffset;
NCompactTrie::TSuffixLink tempSuffixLink;
ReadNodeConst<TData, TPacker>(
parentOfSuffix,
/*left*/temp,
/*right*/temp,
/*direct*/suffix,
/*data*/temp,
tempSuffixLink
);
if (suffix == nullptr) {
continue;
}
} while (!Advance(suffix, trieEnd, label));
}
suffixLink->NextSuffixOffset = suffix - node;
NCompactTrie::TSuffixLink suffixSuffixLink;
const char* suffixData;
const char* temp;
ReadNodeConst<TData, TPacker>(
suffix,
/*left*/temp,
/*right*/temp,
/*direct*/temp,
suffixData,
suffixSuffixLink
);
suffixLink->NextSuffixWithDataOffset = suffix - node;
if (suffixData == nullptr) {
suffixLink->NextSuffixWithDataOffset += suffixSuffixLink.NextSuffixWithDataOffset;
}
if (directChild) {
bfsQueue.emplace_back(directChild, node);
}
if (leftSibling) {
bfsQueue.emplace_front(leftSibling, parent);
}
if (rightSibling) {
bfsQueue.emplace_front(rightSibling, parent);
}
}
}
template<class T, class D, class S>
TVector<TPatternMatch<D>> TCompactPatternSearcher<T, D, S>::SearchMatches(
const TSymbol* text,
size_t textSize
) const {
const char* temp;
NCompactTrie::TSuffixLink tempSuffixLink;
const auto& trieData = Trie.Data();
const char* trieStart = trieData.AsCharPtr();
size_t dataSize = trieData.Length();
const char* trieEnd = trieStart + dataSize;
const char* lastNode = nullptr;
const char* currentSubtree = trieStart;
TVector<TPatternMatch<TData>> matches;
for (const TSymbol* position = text; position < text + textSize; ++position) {
TSymbol symbol = *position;
for (i64 i = (i64)NCompactTrie::ExtraBits<TSymbol>(); i >= 0; i -= 8) {
char label = (char)(symbol >> i);
// Find first suffix extendable by label
while (true) {
const char* nextLastNode = currentSubtree;
if (Advance(nextLastNode, trieEnd, label)) {
lastNode = nextLastNode;
ReadNodeConst<TData, TPacker>(
lastNode,
/*left*/temp,
/*right*/temp,
currentSubtree,
/*data*/temp,
tempSuffixLink
);
break;
} else {
if (lastNode == nullptr) {
break;
}
}
NCompactTrie::TSuffixLink suffixLink;
ReadNodeConst<TData, TPacker>(
lastNode,
/*left*/temp,
/*right*/temp,
/*direct*/temp,
/*data*/temp,
suffixLink
);
if (suffixLink.NextSuffixOffset == 0) {
lastNode = nullptr;
currentSubtree = trieStart;
continue;
}
lastNode += suffixLink.NextSuffixOffset;
ReadNodeConst<TData, TPacker>(
lastNode,
/*left*/temp,
/*right*/temp,
currentSubtree,
/*data*/temp,
tempSuffixLink
);
}
// Iterate through all suffixes
const char* suffix = lastNode;
while (suffix != nullptr) {
const char* nodeData;
NCompactTrie::TSuffixLink suffixLink;
ReadNodeConst<TData, TPacker>(
suffix,
/*left*/temp,
/*right*/temp,
/*direct*/temp,
nodeData,
suffixLink
);
if (nodeData != nullptr) {
TData data;
Trie.GetPacker().UnpackLeaf(nodeData, data);
matches.emplace_back(
position - text,
data
);
}
if (suffixLink.NextSuffixOffset == 0) {
break;
}
suffix += suffixLink.NextSuffixWithDataOffset;
}
}
}
return matches;
}
|