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https://github.com/JakubMelka/PDF4QT.git
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DocDiff application: page matching
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@ -23,12 +23,29 @@
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namespace pdf
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{
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class PDFAlgorithmLongestCommonSubsequenceBase
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{
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public:
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struct SequenceItem
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{
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size_t index1 = std::numeric_limits<size_t>::max();
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size_t index2 = std::numeric_limits<size_t>::max();
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bool isLeftValid() const { return index1 != std::numeric_limits<size_t>::max(); }
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bool isRightValid() const { return index2 != std::numeric_limits<size_t>::max(); }
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bool isLeft() const { return isLeftValid() && !isRightValid(); }
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bool isRight() const { return isRightValid() && !isLeftValid(); }
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bool isMatch() const { return isLeftValid() && isRightValid(); }
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};
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using Sequence = std::vector<SequenceItem>;
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};
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/// Algorithm for computing longest common subsequence, on two sequences
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/// of objects, which are implementing operator "==" (equal operator).
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/// Constructor takes bidirectional iterators to the sequence. So, iterators
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/// are requred to be bidirectional.
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template<typename Iterator, typename Comparator>
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class PDFAlgorithmLongestCommonSubsequence
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class PDFAlgorithmLongestCommonSubsequence : public PDFAlgorithmLongestCommonSubsequenceBase
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{
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public:
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PDFAlgorithmLongestCommonSubsequence(Iterator it1,
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@ -37,16 +54,6 @@ public:
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Iterator it2End,
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Comparator comparator);
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struct SequenceItem
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{
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size_t index1 = std::numeric_limits<size_t>::max();
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size_t index2 = std::numeric_limits<size_t>::max();
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bool isLeftValid() const { return index1 == std::numeric_limits<size_t>::max(); }
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bool isRightValid() const { return index2 == std::numeric_limits<size_t>::max(); }
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bool isMatch() const { return isLeftValid() && isRightValid(); }
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};
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using Sequence = std::vector<SequenceItem>;
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void perform();
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@ -92,6 +99,7 @@ template<typename Iterator, typename Comparator>
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void PDFAlgorithmLongestCommonSubsequence<Iterator, Comparator>::perform()
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{
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m_backtrackData.resize(m_matrixSize);
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m_sequence.clear();
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std::vector<size_t> rowTop(m_size1, size_t());
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std::vector<size_t> rowBottom(m_size1, size_t());
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@ -30,13 +30,35 @@
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namespace pdf
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{
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class PDFDiffHelper
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{
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public:
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using GraphicPieceInfo = PDFPrecompiledPage::GraphicPieceInfo;
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using GraphicPieceInfos = PDFPrecompiledPage::GraphicPieceInfos;
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using PageSequence = PDFAlgorithmLongestCommonSubsequenceBase::Sequence;
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struct Differences
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{
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GraphicPieceInfos left;
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GraphicPieceInfos right;
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bool isEmpty() const { return left.empty() && right.empty(); }
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};
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static Differences calculateDifferences(const GraphicPieceInfos& left, const GraphicPieceInfos& right, PDFReal epsilon);
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static std::vector<size_t> getLeftUnmatched(const PageSequence& sequence);
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static std::vector<size_t> getRightUnmatched(const PageSequence& sequence);
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static void matchPage(PageSequence& sequence, size_t leftPage, size_t rightPage);
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};
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PDFDiff::PDFDiff(QObject* parent) :
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BaseClass(parent),
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m_progress(nullptr),
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m_leftDocument(nullptr),
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m_rightDocument(nullptr),
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m_options(Asynchronous | PC_Text | PC_VectorGraphics | PC_Images),
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m_epsilon(0.0001),
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m_epsilon(0.001),
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m_cancelled(false)
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{
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@ -178,11 +200,107 @@ struct PDFDiffPageContext
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PDFPrecompiledPage::GraphicPieceInfos graphicPieces;
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};
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void PDFDiff::performPageMatching(const std::vector<PDFDiffPageContext>& leftPreparedPages,
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const std::vector<PDFDiffPageContext>& rightPreparedPages,
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PDFAlgorithmLongestCommonSubsequenceBase::Sequence& pageSequence)
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{
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// Match pages. We will use following algorithm: exact solution can fail, because
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// we are using hashes and due to numerical instability, hashes can be different
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// even for exactly the same page. But if hashes are the same, the page must be the same.
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// So, we use longest common subsequence algorithm to detect same page ranges,
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// and then we match the rest. We assume the number of failing pages is relatively small.
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std::map<size_t, size_t> pageMatches;
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auto comparePages = [&](const PDFDiffPageContext& left, const PDFDiffPageContext& right)
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{
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if (left.pageHash == right.pageHash)
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{
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return true;
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}
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auto it = pageMatches.find(left.pageIndex);
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if (it != pageMatches.cend())
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{
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return it->second == right.pageIndex;
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}
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return false;
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};
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PDFAlgorithmLongestCommonSubsequence algorithm(leftPreparedPages.cbegin(), leftPreparedPages.cend(),
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rightPreparedPages.cbegin(), rightPreparedPages.cend(),
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comparePages);
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algorithm.perform();
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pageSequence = algorithm.getSequence();
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std::vector<size_t> leftUnmatched = PDFDiffHelper::getLeftUnmatched(pageSequence);
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std::vector<size_t> rightUnmatched = PDFDiffHelper::getRightUnmatched(pageSequence);
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// We are matching left pages to the right ones
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std::map<size_t, std::vector<size_t>> matchedPages;
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for (const size_t index : leftUnmatched)
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{
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matchedPages[index] = std::vector<size_t>();
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}
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auto matchLeftPage = [&, this](size_t leftIndex)
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{
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const PDFDiffPageContext& leftPageContext = leftPreparedPages[leftIndex];
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auto page = m_leftDocument->getCatalog()->getPage(leftPageContext.pageIndex);
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PDFReal epsilon = calculateEpsilonForPage(page);
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for (const size_t rightIndex : rightUnmatched)
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{
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const PDFDiffPageContext& rightPageContext = rightPreparedPages[rightIndex];
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if (leftPageContext.graphicPieces.size() != rightPageContext.graphicPieces.size())
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{
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// Match cannot exist, graphic pieces have different size
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continue;
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}
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PDFDiffHelper::Differences differences = PDFDiffHelper::calculateDifferences(leftPageContext.graphicPieces, rightPageContext.graphicPieces, epsilon);
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if (differences.isEmpty())
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{
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// Jakub Melka: we have a match
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matchedPages[leftIndex].push_back(rightIndex);
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}
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}
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};
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PDFExecutionPolicy::execute(PDFExecutionPolicy::Scope::Page, leftUnmatched.begin(), leftUnmatched.end(), matchLeftPage);
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std::set<size_t> matchedRightPages;
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for (const auto& matchedPage : matchedPages)
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{
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for (size_t rightContextIndex : matchedPage.second)
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{
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if (!matchedRightPages.count(rightContextIndex))
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{
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matchedRightPages.insert(rightContextIndex);
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const PDFDiffPageContext& leftPageContext = leftPreparedPages[matchedPage.first];
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const PDFDiffPageContext& rightPageContext = rightPreparedPages[rightContextIndex];
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pageMatches[leftPageContext.pageIndex] = rightPageContext.pageIndex;
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}
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}
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}
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if (!pageMatches.empty())
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{
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algorithm.perform();
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pageSequence = algorithm.getSequence();
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}
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}
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void PDFDiff::performSteps(const std::vector<PDFInteger>& leftPages, const std::vector<PDFInteger>& rightPages)
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{
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std::vector<PDFDiffPageContext> leftPreparedPages;
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std::vector<PDFDiffPageContext> rightPreparedPages;
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PDFDiffHelper::PageSequence pageSequence;
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auto createDiffPageContext = [](auto pageIndex)
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{
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PDFDiffPageContext context;
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@ -252,16 +370,7 @@ void PDFDiff::performSteps(const std::vector<PDFInteger>& leftPages, const std::
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// StepMatchPages
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if (!m_cancelled)
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{
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// Match pages
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auto comparePages = [](const PDFDiffPageContext& left, const PDFDiffPageContext& right)
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{
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return left.pageHash == right.pageHash;
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};
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PDFAlgorithmLongestCommonSubsequence algorithm(leftPreparedPages.cbegin(), leftPreparedPages.cend(),
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rightPreparedPages.cbegin(), rightPreparedPages.cend(),
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comparePages);
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algorithm.perform();
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performPageMatching(leftPreparedPages, rightPreparedPages, pageSequence);
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stepProgress();
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}
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@ -353,4 +462,150 @@ PDFDiffResult::PDFDiffResult() :
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}
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PDFDiffHelper::Differences PDFDiffHelper::calculateDifferences(const GraphicPieceInfos& left,
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const GraphicPieceInfos& right,
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PDFReal epsilon)
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{
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Differences differences;
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Q_ASSERT(std::is_sorted(left.cbegin(), left.cend()));
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Q_ASSERT(std::is_sorted(right.cbegin(), right.cend()));
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for (const GraphicPieceInfo& info : left)
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{
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if (!std::binary_search(right.cbegin(), right.cend(), info))
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{
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differences.left.push_back(info);
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}
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}
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for (const GraphicPieceInfo& info : right)
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{
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if (!std::binary_search(left.cbegin(), left.cend(), info))
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{
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differences.right.push_back(info);
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}
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}
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const PDFReal epsilonSquared = epsilon * epsilon;
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// If exact match fails, then try to use match with epsilon. For each
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// item in left, we try to find matching item in right.
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for (auto it = differences.left.begin(); it != differences.left.end();)
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{
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bool hasMatch = false;
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const GraphicPieceInfo& leftInfo = *it;
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for (auto it2 = differences.right.begin(); it2 != differences.right.end();)
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{
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// Heuristically compare these items
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const GraphicPieceInfo& rightInfo = *it2;
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if (leftInfo.type != rightInfo.type || !leftInfo.boundingRect.intersects(rightInfo.boundingRect))
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{
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++it2;
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continue;
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}
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const int elementCountPath1 = leftInfo.pagePath.elementCount();
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const int elementCountPath2 = rightInfo.pagePath.elementCount();
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if (elementCountPath1 != elementCountPath2)
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{
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++it2;
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continue;
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}
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hasMatch = (leftInfo.type != GraphicPieceInfo::Type::Image) || (leftInfo.imageHash == rightInfo.imageHash);
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const int elementCount = leftInfo.pagePath.elementCount();
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for (int i = 0; i < elementCount && hasMatch; ++i)
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{
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QPainterPath::Element leftElement = leftInfo.pagePath.elementAt(i);
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QPainterPath::Element rightElement = rightInfo.pagePath.elementAt(i);
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PDFReal diffX = leftElement.x - rightElement.x;
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PDFReal diffY = leftElement.y - rightElement.y;
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PDFReal squaredDistance = diffX * diffX + diffY * diffY;
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hasMatch = (leftElement.type == rightElement.type) &&
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(squaredDistance < epsilonSquared);
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}
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if (hasMatch)
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{
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it2 = differences.right.erase(it2);
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}
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else
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{
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++it2;
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}
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}
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if (hasMatch)
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{
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it = differences.left.erase(it);
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}
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else
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{
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++it;
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}
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}
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return differences;
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}
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std::vector<size_t> PDFDiffHelper::getLeftUnmatched(const PageSequence& sequence)
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{
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std::vector<size_t> result;
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for (const auto& item : sequence)
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{
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if (item.isLeft())
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{
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result.push_back(item.index1);
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}
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}
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return result;
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}
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std::vector<size_t> PDFDiffHelper::getRightUnmatched(const PageSequence& sequence)
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{
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std::vector<size_t> result;
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for (const auto& item : sequence)
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{
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if (item.isRight())
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{
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result.push_back(item.index2);
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}
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}
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return result;
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}
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void PDFDiffHelper::matchPage(PageSequence& sequence,
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size_t leftPage,
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size_t rightPage)
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{
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for (auto it = sequence.begin(); it != sequence.end();)
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{
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auto& item = *it;
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if (item.isLeft() && item.index1 == leftPage)
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{
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item.index2 = rightPage;
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}
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if (item.isRight() && item.index2 == rightPage)
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{
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it = sequence.erase(it);
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}
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else
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{
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++it;
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}
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}
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}
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} // namespace pdf
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@ -21,6 +21,7 @@
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#include "pdfdocument.h"
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#include "pdfprogress.h"
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#include "pdfutils.h"
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#include "pdfalgorithmlcs.h"
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#include <QObject>
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#include <QFuture>
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@ -126,6 +127,9 @@ private:
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void stepProgress();
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void performSteps(const std::vector<PDFInteger>& leftPages,
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const std::vector<PDFInteger>& rightPages);
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void performPageMatching(const std::vector<PDFDiffPageContext>& leftPreparedPages,
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const std::vector<PDFDiffPageContext>& rightPreparedPages,
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PDFAlgorithmLongestCommonSubsequenceBase::Sequence& pageSequence);
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void finalizeGraphicsPieces(PDFDiffPageContext& context);
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void onComparationPerformed();
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@ -879,14 +879,15 @@ PDFPrecompiledPage::GraphicPieceInfos PDFPrecompiledPage::calculateGraphicPieceI
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info.type = data.isText ? GraphicPieceInfo::Type::Text : GraphicPieceInfo::Type::VectorGraphics;
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info.boundingRect = pagePath.controlPointRect();
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info.pagePath = pagePath;
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const int elementCount = pagePath.elementCount();
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for (int i = 0; i < elementCount; ++i)
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{
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QPainterPath::Element element = pagePath.elementAt(i);
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PDFReal roundedX = qRound(element.x * factor);
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PDFReal roundedY = qRound(element.y * factor);
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PDFReal roundedX = qFloor(element.x * factor);
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PDFReal roundedY = qFloor(element.y * factor);
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stream << roundedX;
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stream << roundedY;
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@ -911,11 +912,13 @@ PDFPrecompiledPage::GraphicPieceInfos PDFPrecompiledPage::calculateGraphicPieceI
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GraphicPieceInfo info;
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QByteArray serializedPath;
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QByteArray serializedImage;
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// Serialize data
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if (true)
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{
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QDataStream stream(&serializedPath, QIODevice::WriteOnly);
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QDataStream streamImage(&serializedImage, QIODevice::WriteOnly);
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// Jakub Melka: serialize image position
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QMatrix worldMatrix = stateStack.top().matrix;
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@ -926,6 +929,7 @@ PDFPrecompiledPage::GraphicPieceInfos PDFPrecompiledPage::calculateGraphicPieceI
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info.type = GraphicPieceInfo::Type::Image;
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info.boundingRect = pagePath.controlPointRect();
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info.pagePath = pagePath;
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const int elementCount = pagePath.elementCount();
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for (int i = 0; i < elementCount; ++i)
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@ -942,14 +946,20 @@ PDFPrecompiledPage::GraphicPieceInfos PDFPrecompiledPage::calculateGraphicPieceI
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// serialize image data
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stream.writeBytes(reinterpret_cast<const char*>(image.bits()), image.sizeInBytes());
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streamImage.writeBytes(reinterpret_cast<const char*>(image.bits()), image.sizeInBytes());
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}
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QByteArray hash = QCryptographicHash::hash(serializedPath, QCryptographicHash::Sha512);
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Q_ASSERT(QCryptographicHash::hashLength(QCryptographicHash::Sha512) == 64);
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QByteArray imageHash = QCryptographicHash::hash(serializedImage, QCryptographicHash::Sha512);
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size_t size = qMin<size_t>(hash.length(), info.hash.size());
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std::copy(hash.data(), hash.data() + size, info.hash.data());
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size_t sizeImage = qMin<size_t>(imageHash.length(), info.imageHash.size());
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std::copy(imageHash.data(), imageHash.data() + sizeImage, info.imageHash.data());
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infos.emplace_back(std::move(info));
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break;
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}
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@ -257,7 +257,9 @@ public:
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Type type = Type::Unknown;
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QRectF boundingRect;
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std::array<uint8_t, 64> hash = { };
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std::array<uint8_t, 64> hash = { }; ///< Hash of all data
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std::array<uint8_t, 64> imageHash = { }; ///< Hash of the image only
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QPainterPath pagePath;
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};
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using GraphicPieceInfos = std::vector<GraphicPieceInfo>;
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