#include "binary_search_merger.h" #include "data_array.h" #include "linear_merger.h" #include "matching.h" #include "matching_comparator.h" #include "phrase.h" #include "vocabulary.h" double BinarySearchMerger::BAEZA_YATES_FACTOR = 1.0; BinarySearchMerger::BinarySearchMerger( shared_ptr vocabulary, shared_ptr linear_merger, shared_ptr data_array, shared_ptr comparator, bool force_binary_search_merge) : vocabulary(vocabulary), linear_merger(linear_merger), data_array(data_array), comparator(comparator), force_binary_search_merge(force_binary_search_merge) {} BinarySearchMerger::BinarySearchMerger() {} BinarySearchMerger::~BinarySearchMerger() {} void BinarySearchMerger::Merge( vector& locations, const Phrase& phrase, const Phrase& suffix, vector::iterator prefix_start, vector::iterator prefix_end, vector::iterator suffix_start, vector::iterator suffix_end, int prefix_subpatterns, int suffix_subpatterns) const { if (IsIntersectionVoid(prefix_start, prefix_end, suffix_start, suffix_end, prefix_subpatterns, suffix_subpatterns, suffix)) { return; } int prefix_set_size = prefix_end - prefix_start; int suffix_set_size = suffix_end - suffix_start; if (ShouldUseLinearMerge(prefix_set_size, suffix_set_size)) { linear_merger->Merge(locations, phrase, suffix, prefix_start, prefix_end, suffix_start, suffix_end, prefix_subpatterns, suffix_subpatterns); return; } vector::iterator low, high, prefix_low, prefix_high, suffix_mid; if (prefix_set_size > suffix_set_size) { // Binary search on the prefix set. suffix_mid = GetMiddle(suffix_start, suffix_end, suffix_subpatterns); low = prefix_start, high = prefix_end; while (low < high) { vector::iterator prefix_mid = GetMiddle(low, high, prefix_subpatterns); GetComparableMatchings(prefix_start, prefix_end, prefix_mid, prefix_subpatterns, prefix_low, prefix_high); int comparison = CompareMatchingsSet(prefix_low, prefix_high, suffix_mid, prefix_subpatterns, suffix_subpatterns, suffix); if (comparison == 0) { break; } else if (comparison < 0) { low = prefix_mid + prefix_subpatterns; } else { high = prefix_mid; } } } else { // Binary search on the suffix set. vector::iterator prefix_mid = GetMiddle(prefix_start, prefix_end, prefix_subpatterns); GetComparableMatchings(prefix_start, prefix_end, prefix_mid, prefix_subpatterns, prefix_low, prefix_high); low = suffix_start, high = suffix_end; while (low < high) { suffix_mid = GetMiddle(low, high, suffix_subpatterns); int comparison = CompareMatchingsSet(prefix_low, prefix_high, suffix_mid, prefix_subpatterns, suffix_subpatterns, suffix); if (comparison == 0) { break; } else if (comparison > 0) { low = suffix_mid + suffix_subpatterns; } else { high = suffix_mid; } } } vector result; int last_chunk_len = suffix.GetChunkLen(suffix.Arity()); bool offset = !vocabulary->IsTerminal(suffix.GetSymbol(0)); vector::iterator suffix_low, suffix_high; if (low < high) { // We found a group of prefixes with the same starting position that give // different results when compared to the found suffix. // Find all matching suffixes for the previously found set of prefixes. suffix_low = suffix_mid; suffix_high = suffix_mid + suffix_subpatterns; for (auto i = prefix_low; i != prefix_high; i += prefix_subpatterns) { Matching left(i, prefix_subpatterns, data_array->GetSentenceId(*i)); while (suffix_low != suffix_start) { Matching right(suffix_low - suffix_subpatterns, suffix_subpatterns, data_array->GetSentenceId(*(suffix_low - suffix_subpatterns))); if (comparator->Compare(left, right, last_chunk_len, offset) <= 0) { suffix_low -= suffix_subpatterns; } else { break; } } for (auto j = suffix_low; j != suffix_end; j += suffix_subpatterns) { Matching right(j, suffix_subpatterns, data_array->GetSentenceId(*j)); int comparison = comparator->Compare(left, right, last_chunk_len, offset); if (comparison == 0) { vector merged = left.Merge(right, phrase.Arity() + 1); result.insert(result.end(), merged.begin(), merged.end()); } else if (comparison < 0) { break; } suffix_high = max(suffix_high, j + suffix_subpatterns); } } swap(suffix_low, suffix_high); } else if (prefix_set_size > suffix_set_size) { // We did the binary search on the prefix set. suffix_low = suffix_mid; suffix_high = suffix_mid + suffix_subpatterns; if (CompareMatchingsSet(prefix_low, prefix_high, suffix_mid, prefix_subpatterns, suffix_subpatterns, suffix) < 0) { prefix_low = prefix_high; } else { prefix_high = prefix_low; } } else { // We did the binary search on the suffix set. if (CompareMatchingsSet(prefix_low, prefix_high, suffix_mid, prefix_subpatterns, suffix_subpatterns, suffix) < 0) { suffix_low = suffix_mid; suffix_high = suffix_mid; } else { suffix_low = suffix_mid + suffix_subpatterns; suffix_high = suffix_mid + suffix_subpatterns; } } Merge(locations, phrase, suffix, prefix_start, prefix_low, suffix_start, suffix_low, prefix_subpatterns, suffix_subpatterns); locations.insert(locations.end(), result.begin(), result.end()); Merge(locations, phrase, suffix, prefix_high, prefix_end, suffix_high, suffix_end, prefix_subpatterns, suffix_subpatterns); } bool BinarySearchMerger::IsIntersectionVoid( vector::iterator prefix_start, vector::iterator prefix_end, vector::iterator suffix_start, vector::iterator suffix_end, int prefix_subpatterns, int suffix_subpatterns, const Phrase& suffix) const { // Is any of the sets empty? if (prefix_start >= prefix_end || suffix_start >= suffix_end) { return true; } int last_chunk_len = suffix.GetChunkLen(suffix.Arity()); bool offset = !vocabulary->IsTerminal(suffix.GetSymbol(0)); // Is the first value from the first set larger than the last value in the // second set? Matching left(prefix_start, prefix_subpatterns, data_array->GetSentenceId(*prefix_start)); Matching right(suffix_end - suffix_subpatterns, suffix_subpatterns, data_array->GetSentenceId(*(suffix_end - suffix_subpatterns))); if (comparator->Compare(left, right, last_chunk_len, offset) > 0) { return true; } // Is the last value from the first set smaller than the first value in the // second set? left = Matching(prefix_end - prefix_subpatterns, prefix_subpatterns, data_array->GetSentenceId(*(prefix_end - prefix_subpatterns))); right = Matching(suffix_start, suffix_subpatterns, data_array->GetSentenceId(*suffix_start)); if (comparator->Compare(left, right, last_chunk_len, offset) < 0) { return true; } return false; } bool BinarySearchMerger::ShouldUseLinearMerge( int prefix_set_size, int suffix_set_size) const { if (force_binary_search_merge) { return false; } int min_size = min(prefix_set_size, suffix_set_size); int max_size = max(prefix_set_size, suffix_set_size); return BAEZA_YATES_FACTOR * min_size * log2(max_size) > max_size; } vector::iterator BinarySearchMerger::GetMiddle( vector::iterator low, vector::iterator high, int num_subpatterns) const { return low + (((high - low) / num_subpatterns) / 2) * num_subpatterns; } void BinarySearchMerger::GetComparableMatchings( const vector::iterator& prefix_start, const vector::iterator& prefix_end, const vector::iterator& prefix_mid, int num_subpatterns, vector::iterator& prefix_low, vector::iterator& prefix_high) const { prefix_low = prefix_mid; while (prefix_low != prefix_start && *prefix_mid == *(prefix_low - num_subpatterns)) { prefix_low -= num_subpatterns; } prefix_high = prefix_mid + num_subpatterns; while (prefix_high != prefix_end && *prefix_mid == *prefix_high) { prefix_high += num_subpatterns; } } int BinarySearchMerger::CompareMatchingsSet( const vector::iterator& prefix_start, const vector::iterator& prefix_end, const vector::iterator& suffix_mid, int prefix_subpatterns, int suffix_subpatterns, const Phrase& suffix) const { int result = 0; int last_chunk_len = suffix.GetChunkLen(suffix.Arity()); bool offset = !vocabulary->IsTerminal(suffix.GetSymbol(0)); Matching right(suffix_mid, suffix_subpatterns, data_array->GetSentenceId(*suffix_mid)); for (auto i = prefix_start; i != prefix_end; i += prefix_subpatterns) { Matching left(i, prefix_subpatterns, data_array->GetSentenceId(*i)); int comparison = comparator->Compare(left, right, last_chunk_len, offset); if (i == prefix_start) { result = comparison; } else if (comparison != result) { return 0; } } return result; }