#include "scatterplot.h" #include #include #include #include #include #include #include static const qreal GLYPH_OPACITY = 0.3; static const qreal GLYPH_OPACITY_SELECTED = 1.0; static const QColor SELECTION_COLOR(QColor(128, 128, 128, 96)); static const int GLYPH_SIZE = 8; static const float PADDING = 10; static const float PI = 3.1415f; Scatterplot::Scatterplot(QQuickItem *parent) : QQuickItem(parent) , m_colorScale{ QColor("#1f77b4"), QColor("#ff7f0e"), QColor("#2ca02c"), QColor("#d62728"), QColor("#9467bd"), QColor("#8c564b"), QColor("#e377c2"), QColor("#7f7f7f"), QColor("#17becf"), } { setClip(true); setFlag(QQuickItem::ItemHasContents); } Scatterplot::~Scatterplot() { } void Scatterplot::setData(const arma::mat &data) { if (data.n_cols != 3) return; m_data = data; m_xmin = data.col(0).min(); m_xmax = data.col(0).max(); m_ymin = data.col(1).min(); m_ymax = data.col(1).max(); m_colorScale.setExtents(m_data.col(2).min(), m_data.col(2).max()); m_selectedGlyphs.clear(); for (arma::uword i = 0; i < m_data.n_rows; i++) m_selectedGlyphs.append(false); update(); } int calculateCircleVertexCount(qreal radius) { // 10 * sqrt(r) \approx 2*pi / acos(1 - 1 / (4*r)) return (int) (10.0 * sqrt(radius)); } void updateCircleGeometry(QSGGeometry *geometry, float size, float cx, float cy) { int vertexCount = geometry->vertexCount(); float theta = 2 * PI / float(vertexCount); float c = cosf(theta); float s = sinf(theta); float x = size / 2; float y = 0; QSGGeometry::Point2D *vertexData = geometry->vertexDataAsPoint2D(); for (int i = 0; i < vertexCount; i++) { vertexData[i].set(x + cx, y + cy); float t = x; x = c*x - s*y; y = s*t + c*y; } } void updateSquareGeometry(QSGGeometry *geometry, float size, float cx, float cy) { float r = size / 2; QSGGeometry::Point2D *vertexData = geometry->vertexDataAsPoint2D(); vertexData[0].set(cx - r, cy - r); vertexData[1].set(cx + r, cy - r); vertexData[2].set(cx + r, cy + r); vertexData[3].set(cx - r, cy + r); } float Scatterplot::fromDataXToScreenX(float x) { return PADDING + (x - m_xmin) / (m_xmax - m_xmin) * (width() - 2*PADDING); } float Scatterplot::fromDataYToScreenY(float y) { return PADDING + (y - m_ymin) / (m_ymax - m_ymin) * (height() - 2*PADDING); } QSGNode *Scatterplot::newGlyphNodeTree() { QSGNode *node = new QSGNode; int vertexCount = calculateCircleVertexCount(GLYPH_SIZE / 2); for (arma::uword i = 0; i < m_data.n_rows; i++) { QSGGeometryNode *glyphNode = new QSGGeometryNode; QSGGeometry *geometry = new QSGGeometry(QSGGeometry::defaultAttributes_Point2D(), vertexCount); geometry->setDrawingMode(GL_POLYGON); glyphNode->setGeometry(geometry); glyphNode->setFlag(QSGNode::OwnsGeometry); QSGFlatColorMaterial *material = new QSGFlatColorMaterial; material->setColor(m_colorScale.color(m_data(i, 2))); glyphNode->setMaterial(material); glyphNode->setFlag(QSGNode::OwnsMaterial); // Place the glyph geometry node under a opacity node QSGOpacityNode *glyphOpacityNode = new QSGOpacityNode; glyphOpacityNode->appendChildNode(glyphNode); node->appendChildNode(glyphOpacityNode); } return node; } QSGNode *Scatterplot::updatePaintNode(QSGNode *oldNode, UpdatePaintNodeData *) { if (m_data.n_rows < 1) return 0; qreal x, y, xt, yt, moveTranslationF; QSGNode *root = 0; if (!oldNode) { root = new QSGNode; root->appendChildNode(newGlyphNodeTree()); } else { root = oldNode; } if (m_currentState != INTERACTION_MOVING) xt = yt = 0; else { xt = m_dragCurrentPos.x() - m_dragOriginPos.x(); yt = m_dragCurrentPos.y() - m_dragOriginPos.y(); } QSGNode *glyphOpacityNode = root->firstChild()->firstChild(); for (arma::uword i = 0; i < m_data.n_rows; i++) { arma::rowvec row = m_data.row(i); moveTranslationF = m_selectedGlyphs[i] ? 1.0 : 0.0; x = fromDataXToScreenX(row[0]) + xt * moveTranslationF; y = fromDataYToScreenY(row[1]) + yt * moveTranslationF; QSGNode *glyphNode = glyphOpacityNode->firstChild(); QSGGeometry *geometry = static_cast(glyphNode)->geometry(); updateCircleGeometry(geometry, GLYPH_SIZE, x, y); glyphNode->markDirty(QSGNode::DirtyGeometry); static_cast(glyphOpacityNode)->setOpacity(m_selectedGlyphs[i] ? GLYPH_OPACITY_SELECTED : GLYPH_OPACITY); glyphOpacityNode = glyphOpacityNode->nextSibling(); } // Draw selection if (m_currentState == INTERACTION_SELECTING) { QSGSimpleRectNode *selectionNode = 0; if (!root->firstChild()->nextSibling()) { selectionNode = new QSGSimpleRectNode; selectionNode->setColor(SELECTION_COLOR); root->appendChildNode(selectionNode); } else { selectionNode = static_cast(root->firstChild()->nextSibling()); } selectionNode->setRect(QRectF(m_dragOriginPos, m_dragCurrentPos)); selectionNode->markDirty(QSGNode::DirtyGeometry); } else { if (root->firstChild()->nextSibling()) { root->firstChild()->nextSibling()->markDirty(QSGNode::DirtyGeometry); root->removeChildNode(root->firstChild()->nextSibling()); } } return root; } void Scatterplot::mousePressEvent(QMouseEvent *event) { switch (m_currentState) { case INTERACTION_NONE: case INTERACTION_SELECTED: m_currentState = (event->button() == Qt::MiddleButton) ? INTERACTION_MOVING : INTERACTION_SELECTING; m_dragOriginPos = event->localPos(); m_dragCurrentPos = m_dragOriginPos; break; case INTERACTION_SELECTING: case INTERACTION_MOVING: return; // should not be reached } } void Scatterplot::mouseMoveEvent(QMouseEvent *event) { switch (m_currentState) { case INTERACTION_NONE: case INTERACTION_SELECTED: return; case INTERACTION_SELECTING: case INTERACTION_MOVING: m_dragCurrentPos = event->localPos(); update(); break; } } void Scatterplot::mouseReleaseEvent(QMouseEvent *event) { bool mergeSelection; switch (m_currentState) { case INTERACTION_SELECTING: mergeSelection = (event->button() == Qt::RightButton); m_currentState = selectGlyphs(mergeSelection) ? INTERACTION_SELECTED : INTERACTION_NONE; update(); break; case INTERACTION_MOVING: m_currentState = INTERACTION_SELECTED; updateData(); update(); break; case INTERACTION_NONE: case INTERACTION_SELECTED: return; // should not be reached } } bool Scatterplot::selectGlyphs(bool mergeSelection) { qreal x, y; QRectF selectionRect(m_dragOriginPos, m_dragCurrentPos); bool anySelected = false; for (arma::uword i = 0; i < m_data.n_rows; i++) { arma::rowvec row = m_data.row(i); x = fromDataXToScreenX(row[0]); y = fromDataYToScreenY(row[1]); bool contains = selectionRect.contains(x, y); anySelected = anySelected || contains; m_selectedGlyphs[i] = (mergeSelection && m_selectedGlyphs[i]) || contains; } return anySelected; } void Scatterplot::updateData() { float xt = m_dragCurrentPos.x() - m_dragOriginPos.x(); float yt = m_dragCurrentPos.y() - m_dragOriginPos.y(); xt /= (width() - PADDING); yt /= (height() - PADDING); for (arma::uword i = 0; i < m_data.n_rows; i++) { if (!m_selectedGlyphs[i]) continue; arma::rowvec row = m_data.row(i); row[0] = ((row[0] - m_xmin) / (m_xmax - m_xmin) + xt) * (m_xmax - m_xmin) + m_xmin; row[1] = ((row[1] - m_ymin) / (m_ymax - m_ymin) + yt) * (m_ymax - m_ymin) + m_ymin; m_data.row(i) = row; } // does not send last column (labels) emit dataChanged(m_data.cols(0, m_data.n_cols - 2)); }