#include "scatterplot.h" #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_currentInteractionState(INTERACTION_NONE) , m_shouldUpdateGeometry(false) , m_shouldUpdateMaterials(false) , m_colorScale{ QColor("#1f77b4"), QColor("#ff7f0e"), QColor("#2ca02c"), QColor("#d62728"), QColor("#9467bd"), QColor("#8c564b"), QColor("#e377c2"), QColor("#17becf"), QColor("#7f7f7f"), } { setClip(true); setFlag(QQuickItem::ItemHasContents); } void Scatterplot::setColorScale(const ColorScale &colorScale) { m_colorScale = colorScale; if (m_colorData.n_elem > 0) { m_colorScale.setExtents(m_colorData.min(), m_colorData.max()); updateMaterials(); } } void Scatterplot::setXY(const arma::mat &xy) { if (xy.n_cols != 2) return; m_xy = xy; m_xmin = xy.col(0).min(); m_xmax = xy.col(0).max(); m_ymin = xy.col(1).min(); m_ymax = xy.col(1).max(); m_selectedGlyphs.clear(); emit xyChanged(m_xy); updateGeometry(); } void Scatterplot::setColorData(const arma::vec &colorData) { if (colorData.n_elem != m_xy.n_rows) return; m_colorData = colorData; m_colorScale.setExtents(m_colorData.min(), m_colorData.max()); emit colorDataChanged(m_colorData); updateMaterials(); } void Scatterplot::updateGeometry() { m_shouldUpdateGeometry = true; update(); } void Scatterplot::updateMaterials() { m_shouldUpdateMaterials = true; 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; } } inline float Scatterplot::fromDataXToScreenX(float x) { return PADDING + (x - m_xmin) / (m_xmax - m_xmin) * (width() - 2*PADDING); } inline float Scatterplot::fromDataYToScreenY(float y) { return PADDING + (y - m_ymin) / (m_ymax - m_ymin) * (height() - 2*PADDING); } QSGNode *Scatterplot::createGlyphNodeTree() { QSGNode *node = new QSGNode; int vertexCount = calculateCircleVertexCount(GLYPH_SIZE / 2); for (arma::uword i = 0; i < m_xy.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(QColor()); glyphNode->setMaterial(material); glyphNode->setFlag(QSGNode::OwnsMaterial); // Place the glyph geometry node under an opacity node QSGOpacityNode *glyphOpacityNode = new QSGOpacityNode; glyphOpacityNode->appendChildNode(glyphNode); node->appendChildNode(glyphOpacityNode); } return node; } QSGNode *Scatterplot::updatePaintNode(QSGNode *oldNode, UpdatePaintNodeData *) { if (m_xy.n_rows < 1) return 0; qreal x, y, tx, ty, moveTranslationF; QSGNode *root = 0; if (!oldNode) { root = new QSGNode; root->appendChildNode(createGlyphNodeTree()); } else root = oldNode; if (m_currentInteractionState == INTERACTION_MOVING) { tx = m_dragCurrentPos.x() - m_dragOriginPos.x(); ty = m_dragCurrentPos.y() - m_dragOriginPos.y(); } else tx = ty = 0; QSGNode *node = root->firstChild()->firstChild(); for (arma::uword i = 0; i < m_xy.n_rows; i++) { arma::rowvec row = m_xy.row(i); bool isSelected = m_selectedGlyphs.contains(i); QSGOpacityNode *glyphOpacityNode = static_cast(node); glyphOpacityNode->setOpacity(isSelected ? GLYPH_OPACITY_SELECTED : GLYPH_OPACITY); QSGGeometryNode *glyphNode = static_cast(node->firstChild()); if (m_shouldUpdateGeometry) { QSGGeometry *geometry = glyphNode->geometry(); moveTranslationF = isSelected ? 1.0 : 0.0; x = fromDataXToScreenX(row[0]) + tx * moveTranslationF; y = fromDataYToScreenY(row[1]) + ty * moveTranslationF; updateCircleGeometry(geometry, GLYPH_SIZE, x, y); glyphNode->markDirty(QSGNode::DirtyGeometry); } if (m_shouldUpdateMaterials) { QSGFlatColorMaterial *material = static_cast(glyphNode->material()); material->setColor(m_colorScale.color(m_colorData[i])); glyphNode->setMaterial(material); glyphNode->markDirty(QSGNode::DirtyMaterial); } node = node->nextSibling(); } if (m_shouldUpdateGeometry) m_shouldUpdateGeometry = false; if (m_shouldUpdateMaterials) m_shouldUpdateMaterials = false; // Draw selection if (m_currentInteractionState == 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_currentInteractionState) { case INTERACTION_NONE: case INTERACTION_SELECTED: m_currentInteractionState = (event->modifiers() == Qt::AltModifier) ? INTERACTION_MOVING : INTERACTION_SELECTING; m_dragOriginPos = event->localPos(); m_dragCurrentPos = m_dragOriginPos; break; case INTERACTION_SELECTING: case INTERACTION_MOVING: event->ignore(); return; } } void Scatterplot::mouseMoveEvent(QMouseEvent *event) { switch (m_currentInteractionState) { case INTERACTION_SELECTING: m_dragCurrentPos = event->localPos(); update(); break; case INTERACTION_MOVING: m_dragCurrentPos = event->localPos(); applyManipulation(); updateGeometry(); m_dragOriginPos = m_dragCurrentPos; break; case INTERACTION_NONE: case INTERACTION_SELECTED: event->ignore(); return; } } void Scatterplot::mouseReleaseEvent(QMouseEvent *event) { bool mergeSelection; switch (m_currentInteractionState) { case INTERACTION_SELECTING: mergeSelection = (event->modifiers() == Qt::ControlModifier); m_currentInteractionState = selectGlyphs(mergeSelection) ? INTERACTION_SELECTED : INTERACTION_NONE; update(); break; case INTERACTION_MOVING: m_currentInteractionState = INTERACTION_SELECTED; updateGeometry(); break; case INTERACTION_NONE: case INTERACTION_SELECTED: return; // should not be reached } } bool Scatterplot::selectGlyphs(bool mergeSelection) { if (!mergeSelection) m_selectedGlyphs.clear(); qreal x, y; QRectF selectionRect(m_dragOriginPos, m_dragCurrentPos); bool anySelected = false; for (arma::uword i = 0; i < m_xy.n_rows; i++) { arma::rowvec row = m_xy.row(i); x = fromDataXToScreenX(row[0]); y = fromDataYToScreenY(row[1]); if (selectionRect.contains(x, y)) { m_selectedGlyphs.insert(i); if (!anySelected) anySelected = true; } } return anySelected; } void Scatterplot::applyManipulation() { float tx = m_dragCurrentPos.x() - m_dragOriginPos.x(); float ty = m_dragCurrentPos.y() - m_dragOriginPos.y(); tx /= (width() - PADDING); ty /= (height() - PADDING); float x_extent = m_xmax - m_xmin; float y_extent = m_ymax - m_ymin; for (auto it = m_selectedGlyphs.cbegin(); it != m_selectedGlyphs.cend(); it++) { arma::rowvec row = m_xy.row(*it); row[0] = ((row[0] - m_xmin) / x_extent + tx) * x_extent + m_xmin; row[1] = ((row[1] - m_ymin) / y_extent + ty) * y_extent + m_ymin; m_xy.row(*it) = row; } emit xyChanged(m_xy); }