Qt Quick 3D - 体积渲染示例

// Copyright (C) 2023 The Qt Company Ltd.
// SPDX-License-Identifier: LicenseRef-Qt-Commercial OR BSD-3-Clause

#include "volumetexturedata.h"
#include "qthread.h"
#include <QSize>
#include <QFile>
#include <QElapsedTimer>

enum ExampleId { Helix, Box, Colormap };

// Method to convert data from T to uint8_t
template<typename T>
static void convertData(QByteArray &imageData, const QByteArray &imageDataSource)
{
    Q_ASSERT(imageDataSource.size() > 0);
    constexpr auto kScale = sizeof(T) / sizeof(uint8_t);
    auto imageDataSourceData = reinterpret_cast<const T *>(imageDataSource.constData());
    qsizetype imageDataSourceSize = imageDataSource.size() / kScale;
    imageData.resize(imageDataSourceSize);
    auto imageDataPtr = reinterpret_cast<uint8_t *>(imageData.data());

    T min = std::numeric_limits<T>::max();
    T max = std::numeric_limits<T>::min();

#pragma omp parallel for
    for (int i = 0; i < imageDataSourceSize; i++) {
        if (imageDataSourceData[i] > max) {
#pragma omp critical
            max = qMax(max, imageDataSourceData[i]);
        }
    }

#pragma omp parallel for
    for (int i = 0; i < imageDataSourceSize; i++) {
        if (imageDataSourceData[i] < min) {
#pragma omp critical
            min = qMin(min, imageDataSourceData[i]);
        }
    }
    const T range = max - min;
    const double rangeInv = 255.0 / range; // use double for optimal precision

#pragma omp parallel for
    for (int i = 0; i < imageDataSourceSize; i++) {
        imageDataPtr[i] = (imageDataSourceData[i] - min) * rangeInv;
    }
}

static QByteArray createBuiltinVolume(int exampleId)
{
    constexpr int size = 256;

    QByteArray byteArray(size * size * size, 0);
    uint8_t *data = reinterpret_cast<uint8_t *>(byteArray.data());
    const auto cellIndex = [size](int x, int y, int z) {
        Q_UNUSED(size); // MSVC specific
        const int index = x + size * (z + size * y);
        Q_ASSERT(index < size * size * size && index >= 0);
        return index;
    };

    const auto createHelix = [&](float zOffset, uint8_t color) {
        //  x = radius * cos(t)
        //  y = radius * sin(t)
        //  z = climb * t
        //
        // We go through t until z is outside of box

        constexpr float radius = 70.f;
        constexpr float climb = 15.f;
        constexpr float offset = 256 / 2;
        constexpr int thick = 6; // half radius

        int i = -1;
        QVector3D lastCell = QVector3D(0, 0, 0);
        while (true) {
            i++;
            const float t = i * 0.005f;
            const int cellX = offset + radius * qCos(t);
            const int cellY = offset + radius * qSin(t);
            const int cellZ = (climb * t) - zOffset;
            if (cellZ < 0) {
                continue;
            }
            if (cellZ > 255)
                break;

            QVector3D originalCell(cellX, cellY, cellZ);
            if (originalCell == lastCell)
                continue;
            lastCell = originalCell;

#pragma omp parallel for
            for (int z = cellZ - thick; z < cellZ + thick; z++) {
                if (z < 0 || z > 255)
                    continue;
                for (int y = cellY - thick; y < cellY + thick; y++) {
                    if (y < 0 || y > 255)
                        continue;
                    for (int x = cellX - thick; x < cellX + thick; x++) {
                        if (x < 0 || x > 255)
                            continue;
                        QVector3D currCell(x, y, z);
                        float dist = originalCell.distanceToPoint(currCell);
                        if (dist < thick) {
                            data[cellIndex(x, y, z)] = color;
                        }
                    }
                }
            }
        }
    };

    if (exampleId == ExampleId::Helix) {
        // Fill with weird ball and holes
        QVector3D centreCell(size / 2, size / 2, size / 2);
#pragma omp parallel for
        for (int z = 0; z < size; z++) {
            for (int y = 0; y < size; y++) {
                for (int x = 0; x < size; x++) {
                    const float dist = centreCell.distanceToPoint(QVector3D(x, y, z));
                    const float value = dist * 0.5f - 40.f; // Negative value means cell is inside of sphere
                    data[cellIndex(x, y, z)] = value >= 0 ? quint8(qBound(value, 0.f, 80.f)) : 80;
                }
            }
        }
        createHelix(0, 200);
        createHelix(30, 150);
        createHelix(60, 100);

    } else if (exampleId == ExampleId::Colormap) {
#pragma omp parallel for
        for (int z = 0; z < 256; z++) {
            for (int y = 0; y < 256; y++) {
                for (int x = 0; x < 256; x++) {
                    data[cellIndex(x, y, z)] = x;
                }
            }
        }
    } else if (exampleId == ExampleId::Box) {
        std::array<int, 6> colors = { 50, 100, 255, 200, 150, 10 };
        constexpr int width = 10;
#pragma omp parallel for
        for (int i = 0; i < width; i++) {
            int x0 = i;
            int x1 = 255 - i;
            for (int z = 0; z < 256; z++) {
                for (int y = 0; y < 256; y++) {
                    data[cellIndex(x0, y, z)] = colors[0];
                    data[cellIndex(x1, y, z)] = colors[1];
                }
            }
        }
#pragma omp parallel for
        for (int i = 0; i < width; i++) {
            int y0 = i;
            int y1 = 255 - i;
            for (int z = 0; z < 256; z++) {
                for (int x = 0; x < 256; x++) {
                    data[cellIndex(x, y0, z)] = colors[2];
                    data[cellIndex(x, y1, z)] = colors[3];
                }
            }
        }
#pragma omp parallel for
        for (int i = 0; i < width; i++) {
            int z0 = i;
            int z1 = 255 - i;
            for (int y = 0; y < 256; y++) {
                for (int x = 0; x < 256; x++) {
                    data[cellIndex(x, y, z0)] = colors[4];
                    data[cellIndex(x, y, z1)] = colors[5];
                }
            }
        }
    }

    return byteArray;
}

static VolumeTextureData::AsyncLoaderData loadVolume(const VolumeTextureData::AsyncLoaderData &input)
{
    QByteArray imageDataSource;

    if (input.source == QUrl("file:///default_helix")) {
        imageDataSource = createBuiltinVolume(ExampleId::Helix);
    } else if (input.source == QUrl("file:///default_box")) {
        imageDataSource = createBuiltinVolume(ExampleId::Box);
    } else if (input.source == QUrl("file:///default_colormap")) {
        imageDataSource = createBuiltinVolume(ExampleId::Colormap);
    } else {
        // NOTE: we always assume a local file is opened
        QFile file(input.source.toLocalFile());
        if (!file.open(QIODevice::ReadOnly)) {
            qWarning() << "Could not open file: " << file.fileName();
            auto result = input;
            result.success = false;
            return result;
        }

        imageDataSource = file.readAll();
        file.close();
    }

    QByteArray imageData;

    // We scale the values to uint8_t data size
    if (input.dataType == "uint8") {
        imageData = imageDataSource;
    } else if (input.dataType == "uint16") {
        convertData<uint16_t>(imageData, imageDataSource);
    } else if (input.dataType == "int16") {
        convertData<int16_t>(imageData, imageDataSource);
    } else if (input.dataType == "float32") {
        convertData<float>(imageData, imageDataSource);
    } else if (input.dataType == "float64") {
        convertData<double>(imageData, imageDataSource);
    } else {
        qWarning() << "Unknown data type, assuming uint8";
        imageData = imageDataSource;
    }

    // If our source data is smaller than expected we need to expand the texture
    // and fill with something
    qsizetype dataSize = input.depth * input.width * input.height;
    if (imageData.size() < dataSize) {
        imageData.resize(dataSize, '0');
    }

    auto result = input;
    result.volumeData = imageData;
    result.success = true;
    return result;
}

class Worker : public QObject
{
    Q_OBJECT

public slots:
    void doWork(VolumeTextureData::AsyncLoaderData data)
    {
        auto result = loadVolume(data);
        emit resultReady(result);
    }

signals:
    void resultReady(const VolumeTextureData::AsyncLoaderData result);
};

///////////////////////////////////////////////////////////////////////

VolumeTextureData::VolumeTextureData()
{
    // Load a volume by default so we have something to render to avoid crashes
    m_source = QUrl("file:///default_colormap");
    m_width = 256;
    m_height = 256;
    m_depth = 256;
    m_dataType = "uint8";
    auto result = loadVolume(AsyncLoaderData { m_source, m_width, m_height, m_depth, m_dataType });
    setFormat(Format::R8);
    setTextureData(result.volumeData);
    setSize(QSize(m_width, m_height));
    QQuick3DTextureData::setDepth(m_depth);
}

VolumeTextureData::~VolumeTextureData()
{
    workerThread.quit();
    workerThread.wait();
}

QUrl VolumeTextureData::source() const
{
    return m_source;
}

void VolumeTextureData::setSource(const QUrl &newSource)
{
    if (m_source == newSource)
        return;

    m_source = newSource;
    if (!m_isLoading && !m_source.isEmpty())
        loadAsync(m_source, m_width, m_height, m_depth, m_dataType);
    emit sourceChanged();
}

qsizetype VolumeTextureData::width() const
{
    return m_width;
}

void VolumeTextureData::setWidth(qsizetype newWidth)
{
    if (m_width == newWidth)
        return;

    m_width = newWidth;
    updateTextureDimensions();
    emit widthChanged();
}

qsizetype VolumeTextureData::height() const
{
    return m_height;
}

void VolumeTextureData::setHeight(qsizetype newHeight)
{
    if (m_height == newHeight)
        return;

    m_height = newHeight;
    updateTextureDimensions();
    emit heightChanged();
}

qsizetype VolumeTextureData::depth() const
{
    return m_depth;
}

void VolumeTextureData::setDepth(qsizetype newDepth)
{
    if (m_depth == newDepth)
        return;

    m_depth = newDepth;
    updateTextureDimensions();
    emit depthChanged();
}

QString VolumeTextureData::dataType() const
{
    return m_dataType;
}

void VolumeTextureData::setDataType(const QString &newDataType)
{
    if (m_dataType == newDataType)
        return;
    m_dataType = newDataType;
    if (!m_isLoading && !m_source.isEmpty())
        loadAsync(m_source, m_width, m_height, m_depth, m_dataType);
    emit dataTypeChanged();
}

void VolumeTextureData::updateTextureDimensions()
{
    if (m_width * m_height * m_depth > m_currentDataSize)
        return;

    setSize(QSize(m_width, m_height));
    QQuick3DTextureData::setDepth(m_depth);
}

void VolumeTextureData::loadAsync(QUrl source, qsizetype width, qsizetype height, qsizetype depth, QString dataType)
{
    loaderData.source = source;
    loaderData.width = width;
    loaderData.height = height;
    loaderData.depth = depth;
    loaderData.dataType = dataType;

    if (m_isLoading) {
        m_isAborting = true;
        return;
    }

    m_isLoading = true;
    Q_ASSERT(!workerThread.isRunning());
    initWorker();
}

void VolumeTextureData::initWorker()
{
    Worker *worker = new Worker;
    worker->moveToThread(&workerThread);
    connect(&workerThread, &QThread::finished, worker, &QObject::deleteLater); // delete worker on thread exit
    connect(this, &VolumeTextureData::startWorker, worker, &Worker::doWork);
    connect(worker, &Worker::resultReady, this, &VolumeTextureData::handleResults);
    workerThread.start();
    emit startWorker(loaderData);
}

void VolumeTextureData::handleResults(AsyncLoaderData result)
{
    Q_ASSERT(workerThread.isRunning());
    workerThread.quit();
    workerThread.wait();

    if (m_isAborting) {
        m_isAborting = false;
        initWorker();
        return;
    }

    if (!result.success) {
        emit loadFailed(result.source, result.width, result.height, result.depth, result.dataType);
    }

    m_currentDataSize = result.volumeData.size();

    setSize(QSize(m_width, m_height));
    QQuick3DTextureData::setDepth(m_depth);
    setFormat(Format::R8);
    setTextureData(result.volumeData);
    updateTextureDimensions();

    setWidth(result.width);
    setHeight(result.height);
    setDepth(result.depth);
    setDataType(result.dataType);
    setSource(result.source);

    emit loadSucceeded(result.source, result.width, result.height, result.depth, result.dataType);
    m_isLoading = false;
}


#include "volumetexturedata.moc"