nmWTAI-Platform/Src/nmNum/nmSubWxs/nmWxSensitive.cpp

#include "nmWxSensitive.h"

#include "nmDataAnalyzeManager.h"
#include "nmDataSensitive.h"
#include "nmDataReservoir.h"
#include "nmDataWellBase.h"
#include "nmDataPerforation.h"
#include "nmPebiResultSnapshot.h"
#include "nmCalculationDllPebiSolverTask.h"
#include "iUnitHelper.h"
#include "iUnitGroup.h"
#include "iSysParaHelper.h"
#include "iParameter.h"
#include "mModuleDefines.h"

#include <QTreeWidget>
#include <QTreeWidgetItem>
#include <QComboBox>
#include <QLabel>
#include <QPushButton>
#include <QStackedWidget>
#include <QCheckBox>
#include <QSpinBox>
#include <QDialog>
#include <QDialogButtonBox>
#include <QApplication>
#include <QDesktopWidget>
#include <QTableView>
#include <QAbstractTableModel>
#include <QMap>
#include <QPointer>
#include "iGuiPlot.h"
#include "ZxPlot.h"
#include "ZxObjCurve.h"
#include "ZxSubAxisX.h"
#include "ZxSubAxisY.h"
#include "tCurvePlotView.h"
#include "iCurveDesc.h"
#include <QMenu>
#include <QAction>
#include <QHelpEvent>
#include <QToolTip>
#include <QTableWidget>
#include <QAbstractScrollArea>
#include <QScrollBar>
#include <QWheelEvent>
#include <QKeyEvent>
#include <QMouseEvent>
#include <QHeaderView>
#include <QSplitter>

#include <QVBoxLayout>
#include <QHBoxLayout>
#include <QGridLayout>
#include <QGroupBox>

#include <QList>
#include <QVariant>
#include <QString>
#include <QStringList>

#include <QAbstractSpinBox>

#include <QMessageBox>
#include <QWidget>
#include <QPainter>
#include <QPixmap>
#include <QIcon>

#include <QStyledItemDelegate>
#include <QLineEdit>
#include <QCloseEvent>
#include <QScopedPointer>
#include <new>

#include <math.h>
#include <float.h>
#include <limits.h>

namespace
{
const char* distributionFields[] = {"mean", "stdDev", "peak", "minimum", "maximum"};

QString formatSamplingValue(double value, int digits)
{
    // 仅对显示值取有效数字，较大或较小的数自动使用科学计数法。
    return value == 0.0 ? QString("0") : QString::number(value, 'g', digits);
}

void setSamplingEditValue(QLineEdit* edit, double value)
{
    // 显示文本与原始数值分开保存，打开或保存窗口不会丢失采样精度。
    const QString text = formatSamplingValue(value, 6);
    edit->setProperty("samplingValue", value);
    edit->setProperty("samplingText", text);
    edit->setText(text);
}

double samplingEditValue(const QLineEdit* edit, bool* ok)
{
    // 未修改的格式化文本读取原始值；用户的新输入按实际文本解析。
    const QVariant value = edit->property("samplingValue");
    if (value.isValid() && edit->text() == edit->property("samplingText").toString())
        return value.toDouble(ok);
    return edit->text().trimmed().toDouble(ok);
}

QString samplingBaseUnit(const QString& name)
{
    // 与现有 PEBI 数据层的业务基准单位保持一致。
    if (name == "Pi") return "MPa";
    if (name == "k") return "mD";
    if (name == "h") return "m";
    if (name == "C") return "m^3/MPa";
    return QString();
}

bool convertSamplingValue(const QString& name, double value,
                          QString from, QString to, double& converted)
{
    // 优先复用项目单位组；旧配置的 psi 按绝对压力单位迁移。
    if (from == "psi") from = "psia";
    if (to == "psi") to = "psia";
    if (from == "dimensionless") from.clear();
    if (to == "dimensionless") to.clear();
    if (from == to || (from.isEmpty() && to.isEmpty())) {
        converted = value;
        return qIsFinite(converted);
    }
    iUnitGroup* group = iUnitHelper::getUnitGroupByUnit(from);
    int digit = 0;
    if (group && group->indexOf(to) >= 0 &&
        group->convert(from, value, to, converted, digit)) return qIsFinite(converted);
    if (name == "h") converted = nmDataAttribute::convertLengthUnit(value, from, to);
    else if (name == "Pi") converted = nmDataAttribute::convertPressureUnit(value, from, to);
    else if (name == "k") converted = nmDataAttribute::convertPermeabilityUnit(value, from, to);
    else return false;
    return qIsFinite(converted);
}

bool isSupportedSamplingVariable(const QString& name)
{
    return name == "Skin" || name == "C" || name == "Pi" ||
           name == "k" || name == "h" || name == QString(QChar(0x03c6));
}

bool samplingPhysicalRange(const QString& name, double& minimum, double& maximum)
{
    // 与自动拟合共用 NM 系统参数表，数值均为业务基准单位。
    QString parameterName;
    if (name == "Skin") parameterName = "Result_W_Skin";
    else if (name == "C") parameterName = "Result_W_C";
    else if (name == "Pi") parameterName = "Result_Pi";
    else if (name == "k") parameterName = "Result_K";
    else if (name == "h") parameterName = "Result_h";
    else if (name == QString(QChar(0x03c6))) parameterName = "Result_phi";
    else return false;
    iSysParaHelper* helper = _paraHelper;
    iParameter* parameter = helper ? helper->getPara(parameterName, s_Nm_Serie) : nullptr;
    if (!parameter || !qIsFinite(parameter->m_dMin) || !qIsFinite(parameter->m_dMax) ||
        parameter->m_dMin >= parameter->m_dMax) return false;
    minimum = name == "Skin" ? 0.0 : parameter->m_dMin;
    maximum = parameter->m_dMax;
    return minimum < maximum;
}

bool nearlyEqualSamplingValue(double left, double right)
{
    // 沿用自动拟合的八个机器精度容差，只处理边界的浮点舍入差。
    return qAbs(left - right) <= DBL_EPSILON * 8.0 * qMax(qAbs(left), qAbs(right));
}

bool validSamplingValue(const QString& name, double& value)
{
    // 所有采样值都受系统物理范围约束，边界末位误差归一到精确边界。
    if (!qIsFinite(value)) return false;
    double minimum = 0.0, maximum = 0.0;
    if (!samplingPhysicalRange(name, minimum, maximum)) return false;
    if (value < minimum && !nearlyEqualSamplingValue(value, minimum)) return false;
    if (value > maximum && !nearlyEqualSamplingValue(value, maximum)) return false;
    value = qBound(minimum, value, maximum);
    return true;
}
}

namespace {
bool hasSensitivityError(const nmDataSensitive::RunResult& run)
{
    // 统计只使用成功且误差有效的运行，与曲线显示勾选无关。
    return run.m_bSucceeded && !run.m_bCancelled && qIsFinite(run.m_dPressureRmse) && run.m_dPressureRmse >= 0.0;
}

QString sensitivityRunParameters(const nmDataSensitive::BatchResult& results, const nmDataSensitive::RunResult& run)
{
    // 表格和散点提示共用冻结参数的单位换算。
    QStringList descriptions;
    for(int i = 0; i < results.m_variables.size() && i < run.m_vecParameters.size(); ++i) {
        const nmDataSensitive::VariableSampling& variable = results.m_variables[i];
        if(!variable.m_enabled) continue;
        double value = run.m_vecParameters[i];
        const QString unit = variable.m_modelValue.getUnit();
        convertSamplingValue(variable.m_varName, value, samplingBaseUnit(variable.m_varName), unit, value);
        descriptions << variable.m_varName + " = " + formatSamplingValue(value, 3)
                + (unit.isEmpty() ? QString() : " " + unit);
    }
    return descriptions.join(" + ");
}
}

// ========= 已完成批次的连续结果列表 =========
class SensitivityResultsModel : public QAbstractTableModel
{
public:
    SensitivityResultsModel(const QSharedPointer<nmDataSensitive::BatchResult>& results,
                            iGuiPlot* plot, QObject* parent, bool statistics = false)
        : QAbstractTableModel(parent), m_results(results), m_plot(plot), m_statistics(statistics) {}

    QList<ZxObjCurve*> runCurves(int row) const
    {
        // 双对数图的一组包含压力与导数，历史压力图只包含压力。
        QList<ZxObjCurve*> curves;
        if(m_plot.isNull()) return curves;
        const quint64 number = m_results->m_runs[row].m_nRunIndex + 1;
        ZxObjCurve* pressure = m_plot->getCurve(nmWxSensitive::tr("Run %1 - Pressure").arg(number));
        ZxObjCurve* derivative = m_plot->getCurve(nmWxSensitive::tr("Run %1 - Derivative").arg(number));
        if(pressure) curves.append(pressure);
        if(derivative) curves.append(derivative);
        return curves;
    }

    bool isRunVisible(int row) const
    {
        // 从所属图读取已应用状态，两个 Show 表格互不共享勾选结果。
        const QList<ZxObjCurve*> curves = runCurves(row);
        for(int i = 0; i < curves.size(); ++i)
            if(curves[i]->isVisible()) return true;
        return false;
    }

    int rowCount(const QModelIndex& parent = QModelIndex()) const override
    {
        // QTableView 按需读取行，结果列表连续滚动，不一次性创建全部表格项。
        return parent.isValid() || m_results.isNull() ? 0 : int(m_results->m_runs.size());
    }

    int columnCount(const QModelIndex& parent = QModelIndex()) const override
    {
        return parent.isValid() ? 0 : 3;
    }

    QVariant headerData(int section, Qt::Orientation orientation, int role) const override
    {
        // 表格仅保留显示选择、运行编号与冻结参数。
        if(orientation != Qt::Horizontal || role != Qt::DisplayRole) return QVariant();
        if(m_statistics) return (QStringList() << "#" << nmWxSensitive::tr("Realization")
                << nmWxSensitive::tr("Goodness of fit [MPa]")).value(section);
        const QStringList titles = QStringList() << nmWxSensitive::tr("Show") << "#"
                << nmWxSensitive::tr("Parameters");
        return titles.value(section);
    }

    QVariant data(const QModelIndex& index, int role = Qt::DisplayRole) const override
    {
        // 参数显示使用冻结配置中的单位和三位有效数字，不修改原始采样值。
        if(!index.isValid() || index.row() >= rowCount()) return QVariant();
        const nmDataSensitive::RunResult& run = m_results->m_runs[index.row()];
        if(m_statistics) {
            if(role == Qt::ToolTipRole && !run.m_sFailureReason.isEmpty()) return run.m_sFailureReason;
            if(role != Qt::DisplayRole && role != Qt::ToolTipRole) return QVariant();
            if(index.column() == 0) return QString::number(run.m_nRunIndex + 1);
            if(index.column() == 1) return sensitivityRunParameters(*m_results, run);
            return hasSensitivityError(run) ? QString::number(run.m_dPressureRmse, 'g', 6)
                    : run.m_bCancelled ? nmWxSensitive::tr("Cancelled")
                    : !run.m_bSucceeded ? nmWxSensitive::tr("Failed") : nmWxSensitive::tr("N/A");
        }
        if(role == Qt::CheckStateRole && index.column() == 0)
            return run.m_bSucceeded && !run.m_bCancelled &&
                    m_pendingVisibility.value(index.row(), isRunVisible(index.row())) ? Qt::Checked : Qt::Unchecked;
        if(role == Qt::TextAlignmentRole && index.column() == 1)
            return int(Qt::AlignRight | Qt::AlignVCenter);
        if(role == Qt::ToolTipRole && !run.m_sFailureReason.isEmpty()) return run.m_sFailureReason;
        if(role != Qt::DisplayRole && role != Qt::ToolTipRole) return QVariant();
        if(index.column() == 1) return QString::number(run.m_nRunIndex + 1);
        if(index.column() != 2) return QVariant();
        return sensitivityRunParameters(*m_results, run);
    }

    Qt::ItemFlags flags(const QModelIndex& index) const override
    {
        // 失败和取消组只能查看，不能勾选不存在的计算曲线。
        if(!index.isValid()) return Qt::NoItemFlags;
        Qt::ItemFlags result = Qt::ItemIsEnabled | Qt::ItemIsSelectable;
        const nmDataSensitive::RunResult& run = m_results->m_runs[index.row()];
        if(!m_statistics && index.column() == 0 && run.m_bSucceeded && !run.m_bCancelled && !runCurves(index.row()).isEmpty())
            result |= Qt::ItemIsUserCheckable;
        return result;
    }

    bool setData(const QModelIndex& index, const QVariant& value, int role) override
    {
        // 勾选只记在本窗口，点击 Apply 或 OK 后才改变所属图的显示。
        if(m_statistics || !index.isValid() || index.column() != 0 || role != Qt::CheckStateRole) return false;
        const nmDataSensitive::RunResult& run = m_results->m_runs[index.row()];
        if(!run.m_bSucceeded || run.m_bCancelled || runCurves(index.row()).isEmpty()) return false;
        const bool visible = value.toInt() == Qt::Checked;
        if(visible == isRunVisible(index.row())) m_pendingVisibility.remove(index.row());
        else m_pendingVisibility.insert(index.row(), visible);
        emit dataChanged(index, index);
        return true;
    }

    void setAllVisible(bool visible)
    {
        // 全选与全隐藏也只改变待应用选择，不立即刷新曲线。
        if(m_results.isNull() || m_results->m_runs.empty()) return;
        for(int i = 0; i < rowCount(); ++i) {
            const nmDataSensitive::RunResult& run = m_results->m_runs[i];
            if(!run.m_bSucceeded || run.m_bCancelled || runCurves(i).isEmpty()) continue;
            if(visible == isRunVisible(i)) m_pendingVisibility.remove(i);
            else m_pendingVisibility.insert(i, visible);
        }
        emit dataChanged(index(0, 0), index(rowCount() - 1, 0));
    }

    void applyVisibility()
    {
        // Apply 仅更新所属图的采样曲线，保留实测、基准和流量参考线。
        QMap<int, bool>::const_iterator it = m_pendingVisibility.constBegin();
        for(; it != m_pendingVisibility.constEnd(); ++it) {
            const QList<ZxObjCurve*> curves = runCurves(it.key());
            for(int i = 0; i < curves.size(); ++i) curves[i]->setVisible(it.value());
        }
        m_pendingVisibility.clear();
        if(!m_plot.isNull()) {
            m_plot->clearUndoStack();
            m_plot->m_pPlot->update();
        }
    }

private:
    QSharedPointer<nmDataSensitive::BatchResult> m_results;
    QMap<int, bool> m_pendingVisibility;
    QPointer<iGuiPlot> m_plot;
    bool m_statistics;
};

nmWxSensitivityShow::nmWxSensitivityShow(
        const QSharedPointer<nmDataSensitive::BatchResult>& results, iGuiPlot* plot, QWidget* parent)
    : iDlgBase(parent)
{
    // 沿用原 Results 的白色表格及按钮布局，勾选在 Apply 或 OK 后生效。
    setAttribute(Qt::WA_DeleteOnClose);
    setObjectName("nmSensitivityShowDialog");
    resize(700, 380);
    QVBoxLayout* layout = new QVBoxLayout(this);
    QTableView* table = new QTableView(this);
    table->setStyleSheet("QTableView { background-color: white; }");
    m_model = new SensitivityResultsModel(results, plot, this);
    table->setModel(m_model);
    table->setSelectionBehavior(QAbstractItemView::SelectRows);
    table->setSelectionMode(QAbstractItemView::SingleSelection);
    table->setEditTriggers(QAbstractItemView::NoEditTriggers);
    table->setWordWrap(false);
    table->verticalHeader()->setVisible(false);
    table->horizontalHeader()->setResizeMode(0, QHeaderView::ResizeToContents);
    table->horizontalHeader()->setResizeMode(1, QHeaderView::ResizeToContents);
    table->horizontalHeader()->setResizeMode(2, QHeaderView::Stretch);
    layout->addWidget(table);
    QHBoxLayout* buttons = new QHBoxLayout();
    QPushButton* showAll = new QPushButton(tr("Show all"), this);
    QPushButton* hideAll = new QPushButton(tr("Hide all"), this);
    // 明确按钮顺序，避免系统的标准按钮布局把 Apply 排到最后。
    QPushButton* apply = new QPushButton(tr("Apply"), this);
    QPushButton* ok = new QPushButton(tr("OK"), this);
    QPushButton* cancel = new QPushButton(tr("Cancel"), this);
    apply->setAutoDefault(false);
    cancel->setAutoDefault(false);
    ok->setDefault(true);
    buttons->addWidget(showAll);
    buttons->addWidget(hideAll);
    buttons->addStretch();
    buttons->addWidget(apply);
    buttons->addWidget(ok);
    buttons->addWidget(cancel);
    layout->addLayout(buttons);
    connect(showAll, SIGNAL(clicked()), this, SLOT(onShowAll()));
    connect(hideAll, SIGNAL(clicked()), this, SLOT(onHideAll()));
    connect(apply, SIGNAL(clicked()), this, SLOT(onApply()));
    connect(ok, SIGNAL(clicked()), this, SLOT(onAccept()));
    connect(cancel, SIGNAL(clicked()), this, SLOT(reject()));
}

void nmWxSensitivityShow::onApply()
{
    // 应用选择，保留窗口以便继续调整。
    m_model->applyVisibility();
}

void nmWxSensitivityShow::onAccept()
{
    // 确认时提交勾选，取消则直接丢弃未应用的选择。
    onApply();
    accept();
}

void nmWxSensitivityShow::onShowAll()
{
    // 只修改待应用的采样组选择。
    m_model->setAllVisible(true);
}

void nmWxSensitivityShow::onHideAll()
{
    // 参考曲线不属于采样组，保持原来的显示方式。
    m_model->setAllVisible(false);
}

nmWxSensitivityHistogramOptions::nmWxSensitivityHistogramOptions(
        const QSharedPointer<nmDataSensitive::BatchResult>& results, int bins, QWidget* parent)
    : iDlgBase(parent)
{
    // 复用运行表格的参数展示，普通 Monte-Carlo 的统计变量只有误差。
    setAttribute(Qt::WA_DeleteOnClose);
    setObjectName("nmHistogramOptions");
    setWindowTitle(tr("Histogram options"));
    resize(720, 400);
    QVBoxLayout* layout = new QVBoxLayout(this);
    QHBoxLayout* options = new QHBoxLayout;
    options->addWidget(new QLabel(tr("Number of bins:"), this));
    m_bins = new QSpinBox(this);
    m_bins->setRange(1, 1000);
    m_bins->setValue(bins);
    options->addWidget(m_bins);
    options->addStretch();
    options->addWidget(new QLabel(tr("Variable:"), this));
    QComboBox* variable = new QComboBox(this);
    variable->addItem(tr("Goodness of fit"));
    options->addWidget(variable);
    layout->addLayout(options);
    QTableView* table = new QTableView(this);
    table->setStyleSheet("QTableView { background-color: white; }");
    table->setModel(new SensitivityResultsModel(results, nullptr, table, true));
    table->setSelectionBehavior(QAbstractItemView::SelectRows);
    table->setEditTriggers(QAbstractItemView::NoEditTriggers);
    table->setWordWrap(false);
    table->verticalHeader()->hide();
    table->horizontalHeader()->setResizeMode(0, QHeaderView::ResizeToContents);
    table->horizontalHeader()->setResizeMode(1, QHeaderView::Stretch);
    table->horizontalHeader()->setResizeMode(2, QHeaderView::ResizeToContents);
    layout->addWidget(table);
    QHBoxLayout* buttons = new QHBoxLayout;
    buttons->addStretch();
    QPushButton* apply = new QPushButton(tr("Apply"), this);
    QPushButton* ok = new QPushButton(tr("OK"), this);
    QPushButton* cancel = new QPushButton(tr("Cancel"), this);
    buttons->addWidget(apply);
    buttons->addWidget(ok);
    buttons->addWidget(cancel);
    layout->addLayout(buttons);
    connect(apply, SIGNAL(clicked()), this, SLOT(onApply()));
    connect(ok, SIGNAL(clicked()), this, SLOT(onAccept()));
    connect(cancel, SIGNAL(clicked()), this, SLOT(reject()));
}

void nmWxSensitivityHistogramOptions::onApply()
{
    // 只提交分箱数，取消不会撤销已经应用的设置。
    emit binsChanged(m_bins->value());
}

void nmWxSensitivityHistogramOptions::onAccept()
{
    // 与 Show 表格保持相同的确认行为。
    onApply();
    accept();
}

nmWxSensitivityScatter::nmWxSensitivityScatter(
        const QSharedPointer<nmDataSensitive::BatchResult>& results, double baseError, QWidget* parent)
    : iDlgBase(parent), m_results(results), m_baseError(baseError),
      m_defaultThreshold(0.0), m_draggingThreshold(false)
{
    // 散点与基准均来自同一批次快照，不读取后来编辑的模型参数。
    setObjectName("nmSensitivityScatterPlot");
    setAttribute(Qt::WA_DeleteOnClose);
    setWindowTitle(tr("Scatter plot"));
    resize(850, 550);
    QVBoxLayout* layout = new QVBoxLayout(this);
    layout->setContentsMargins(8, 8, 8, 8);
    QHBoxLayout* options = new QHBoxLayout;
    options->addWidget(new QLabel(tr("X Axis:"), this));
    m_parameter = new QComboBox(this);
    for(int i = 0; i < results->m_variables.size(); ++i)
        if(results->m_variables[i].m_enabled) m_parameter->addItem(results->m_variables[i].m_varName, i);
    options->addWidget(m_parameter, 1);
    options->addSpacing(20);
    options->addWidget(new QLabel(tr("Y Axis:"), this));
    QComboBox* ordinate = new QComboBox(this);
    ordinate->addItem(tr("Goodness of fit"));
    options->addWidget(ordinate, 1);
    for(size_t i = 0; i < results->m_runs.size(); ++i)
        if(hasSensitivityError(results->m_runs[i])) m_defaultThreshold = qMax(m_defaultThreshold, results->m_runs[i].m_dPressureRmse);
    if(qIsFinite(baseError) && baseError >= 0.0) m_defaultThreshold = baseError;
    m_threshold = results->m_dFilterThreshold >= 0.0 ? results->m_dFilterThreshold : m_defaultThreshold;
    layout->addLayout(options);
    m_plot = new iGuiPlot(true, this);
    m_plot->initUI(tr("Sensitivity scatter plot"));
    m_plot->setDropEnabled(false);
    m_plot->setAxisY(tr("Goodness of fit"), "MPa");
    m_plot->setAxisXYLog(false, 0);
    m_plot->setAxisXYLog(false, 1);
    m_plot->getAxisOf(2)->setVisible(false);
    // 给纵轴标题与刻度留出间距。
    m_plot->getAxisOf(1)->setSpan(20.0);
    m_plot->m_pPlot->setBKColor(Qt::white);
    m_plot->m_pPlot->setLegendVisible(false);
    layout->addWidget(m_plot);
    // 两项固定图例不使用框架的分组标题，覆盖在绘图区左上角。
    m_legend = new QLabel(m_plot->m_pPlotView->viewport());
    m_legend->setStyleSheet("QLabel { background: white; color: black; border: 1px solid #cccccc; }");
    m_legend->setAttribute(Qt::WA_TransparentForMouseEvents);
    m_resultsInPlot = new QAction(tr("Results in plot"), this);
    m_resultsInPlot->setCheckable(true);
    connect(m_resultsInPlot, SIGNAL(toggled(bool)), this, SLOT(updateLegend()));
    updateLegend();
    m_plot->m_pPlotView->viewport()->installEventFilter(this);
    connect(m_parameter, SIGNAL(currentIndexChanged(int)), this, SLOT(updateParameter()));
    connect(m_plot->m_pPlotView, SIGNAL(sigAdjustContextMenu(QMenu*)), this, SLOT(adjustContextMenu(QMenu*)));
    updateParameter();
}

void nmWxSensitivityScatter::updateParameter()
{
    // 切换横轴时重建参数坐标，阈值在各参数之间共用。
    m_points.clear();
    m_runRows.clear();
    if(m_parameter->currentIndex() < 0) {
        m_plot->setToolTip(tr("No sampled parameters"));
        return;
    }
    const int index = m_parameter->itemData(m_parameter->currentIndex()).toInt();
    const nmDataSensitive::VariableSampling& variable = m_results->m_variables[index];
    const QString unit = variable.m_modelValue.getUnit();
    m_plot->setAxisX(variable.m_varName, unit);
    double modelValue = variable.m_modelValue.getValue().toDouble();
    const bool hasModel = convertSamplingValue(variable.m_varName, modelValue,
                samplingBaseUnit(variable.m_varName), unit, modelValue) && m_baseError >= 0.0 && qIsFinite(m_baseError);
    for(size_t i = 0; i < m_results->m_runs.size(); ++i) {
        const nmDataSensitive::RunResult& run = m_results->m_runs[i];
        if(!hasSensitivityError(run) || index >= run.m_vecParameters.size()) continue;
        double value = run.m_vecParameters[index];
        if(!convertSamplingValue(variable.m_varName, value, samplingBaseUnit(variable.m_varName), unit, value)) continue;
        m_points.append(QPointF(value, run.m_dPressureRmse));
        m_runRows.append(int(i));
    }
    QVector<iCurveDesc> curves;
    for(int i = 0; i < 4; ++i) {
        iCurveDesc curve;
        curve.m_sCurveName = i == 0 ? tr("sensitivity data") : i == 1 ? tr("Below threshold")
                : i == 2 ? tr("reference") : tr("Threshold");
        curve.m_oCurveType = POT_CurveDiscrete;
        curve.m_bLineVisible = false;
        curve.m_bPointVisible = true;
        curve.m_oDot = ZxDot(DTS_Square, i == 2 ? Qt::blue : Qt::black, 1.0, i != 0);
        if(i < 2) for(int j = 0; j < m_points.size(); ++j) {
            if(i == 1 && m_points[j].y() >= m_threshold) continue;
            curve.m_vecX.append(m_points[j].x());
            curve.m_vecY.append(m_points[j].y());
        }
        if(i == 2 && hasModel) {
            curve.m_vecX.append(modelValue);
            curve.m_vecY.append(m_baseError);
        }
        if(i == 3) {
            curve.m_bLineVisible = true;
            curve.m_bPointVisible = false;
            curve.m_oPen = QPen(Qt::red, 0.35);
            curve.m_vecX << 0.0 << 1.0;
            curve.m_vecY << m_threshold << m_threshold;
        }
        curves.append(curve);
    }
    // 固定图层名称，参数切换不叠加上一参数的点，也不让旧阈值影响自动范围。
    for(int i = m_plot->m_pPlot->getObjCount() - 1; i >= 0; --i)
        if(qobject_cast<ZxObjCurve*>(m_plot->m_pPlot->getObjByIndex(i))) m_plot->m_pPlot->removeObjByIndex(i);
    m_plot->clearUndoStack();
    m_plot->setCurveData(curves);
    m_plot->runUpdate();
    m_plot->setReadOnly(true);
    double left = hasModel ? modelValue : m_points.isEmpty() ? 0.0 : m_points.first().x();
    double right = left, top = hasModel ? m_baseError : 0.0;
    for(int i = 0; i < m_points.size(); ++i) {
        left = qMin(left, m_points[i].x());
        right = qMax(right, m_points[i].x());
        top = qMax(top, m_points[i].y());
    }
    const double padding = qMax(1e-6, (right > left ? right - left : qMax(1.0, qAbs(left))) * 0.05);
    left -= padding;
    right += padding;
    top = qMax(1e-6, qMax(top, m_threshold) * 1.1);
    VecDouble ticksX, ticksY;
    for(int i = 0; i <= 5; ++i) {
        ticksX.append(left + i * (right - left) / 5.0);
        ticksY.append(i * top / 5.0);
    }
    m_plot->setAxisScaleX(left, right, ticksX);
    m_plot->setAxisScaleY(0.0, top, ticksY);
    updateThreshold();
}

void nmWxSensitivityScatter::updateThreshold()
{
    // 阈值以下的点填黑，并同步图例中的阈值显示。
    if(m_parameter->currentIndex() < 0) return;
    // 拖动时只更新图内反馈，松开后再保存阈值并刷新结果面板。
    if(!m_draggingThreshold && m_results->m_dFilterThreshold != m_threshold) {
        m_results->m_dFilterThreshold = m_threshold;
        emit filterChanged();
    }
    updateLegend();
    QVector<QPointF> accepted;
    for(int i = 0; i < m_points.size(); ++i) if(m_points[i].y() < m_threshold) {
        accepted.append(m_points[i]);
    }
    if(m_threshold > m_plot->getAxisOf(1)->getRangeMax()) {
        VecDouble ticks;
        const double top = m_threshold * 1.1;
        for(int i = 0; i <= 5; ++i) ticks.append(i * top / 5.0);
        m_plot->setAxisScaleY(0.0, top, ticks);
    }
    QVector<QPointF> line;
    line << QPointF(m_plot->getAxisOf(0)->getRangeMin(), m_threshold)
         << QPointF(m_plot->getAxisOf(0)->getRangeMax(), m_threshold);
    QVector<iCurveDesc> curves = m_plot->getCurveData();
    // 原位更新图元及导出数据，不触发框架重新缩放，拖动时坐标轴保持稳定。
    for(int i = 0; i < curves.size(); ++i) {
        const QString name = curves[i].m_sCurveName;
        if(name != tr("Below threshold") && name != tr("Threshold")) continue;
        const QVector<QPointF>& points = name == tr("Threshold") ? line : accepted;
        curves[i].m_vecX.clear();
        curves[i].m_vecY.clear();
        for(int j = 0; j < points.size(); ++j) {
            curves[i].m_vecX.append(points[j].x());
            curves[i].m_vecY.append(points[j].y());
        }
        ZxObjCurve* curve = m_plot->getCurve(name);
        if(curve) curve->setAllValues(points);
        else if(!points.isEmpty()) {
            curve = m_plot->appendSeriesD(curves[i].m_vecX, curves[i].m_vecY, name);
            if(curve) curve->setCurvePty(curves[i].m_oPen, curves[i].m_oDot,
                                        curves[i].m_bLineVisible, curves[i].m_bPointVisible);
        }
    }
    m_plot->setCurveData(curves);
    // 基准点始终置顶，包括首次出现阈值以下的点时。
    ZxObjCurve* reference = m_plot->getCurve(tr("reference"));
    if(reference) m_plot->m_pPlot->bringToFront(reference);
    m_plot->m_pPlot->update();
}

void nmWxSensitivityScatter::resetThreshold()
{
    // 有基准误差时恢复至基准值，无实测数据时使用本批最大有效误差。
    m_threshold = m_defaultThreshold;
    updateThreshold();
}

void nmWxSensitivityScatter::adjustContextMenu(QMenu* menu)
{
    // 复用绘图右键菜单，保留框架的缩放、复制与导出入口。
    menu->addAction(m_resultsInPlot);
    menu->addAction(tr("Reset line"), this, SLOT(resetThreshold()));
}

void nmWxSensitivityScatter::updateLegend()
{
    // 勾选后在原有两项图例下追加阈值，拖线和重置时实时更新。
    QString text = "<table cellspacing='2'><tr><td>&#9633;</td><td>" + tr("sensitivity data")
            + "</td></tr><tr><td style='color:blue'>&#9632;</td><td>" + tr("reference") + "</td></tr></table>";
    if(m_resultsInPlot->isChecked())
        text += "<div>" + tr("Threshold: %1 MPa").arg(m_threshold, 0, 'g', 6) + "</div>";
    m_legend->setText(text);
    m_legend->adjustSize();
}

bool nmWxSensitivityScatter::eventFilter(QObject* object, QEvent* event)
{
    if(object != m_plot->m_pPlotView->viewport()) return iDlgBase::eventFilter(object, event);
    tCurvePlotView* view = m_plot->m_pPlotView;
    ZxSubAxisBase* axisY = m_plot->getAxisOf(1);
    // 位置跟随实际绘图区，窗口缩放后仍贴在坐标轴内侧。
    if(event->type() == QEvent::Paint)
        m_legend->move(view->mapFromScene(m_plot->m_pPlot->getInnerRectF().topLeft()).toPoint() + QPoint(8, 8));
    // 只接管阈值线附近的左键拖动，其余缩放、右键及导出仍由框架处理。
    if(event->type() == QEvent::MouseButtonPress || event->type() == QEvent::MouseMove || event->type() == QEvent::MouseButtonRelease) {
        QMouseEvent* mouse = static_cast<QMouseEvent*>(event);
        const QPointF scene = view->mapToScene(QPointF(mouse->pos()));
        const double lineY = view->mapFromScene(QPointF(scene.x(), axisY->getPosForValue(m_threshold))).y();
        if(event->type() == QEvent::MouseButtonPress && mouse->button() == Qt::LeftButton &&
           m_plot->m_pPlot->getInnerRectF().contains(scene) && qAbs(mouse->pos().y() - lineY) <= 6.0) m_draggingThreshold = true;
        if(m_draggingThreshold) {
            m_threshold = qBound(0.0, axisY->getValueForPos(scene.y()), axisY->getRangeMax());
            if(event->type() == QEvent::MouseButtonRelease) m_draggingThreshold = false;
            updateThreshold();
            return true;
        }
    }
    if(event->type() == QEvent::ToolTip) {
        // 点提示显示对应运行的完整参数组合；不以排序后的点号代替运行编号。
        QHelpEvent* help = static_cast<QHelpEvent*>(event);
        for(int i = 0; i < m_points.size(); ++i) {
            const QPointF position = view->mapFromScene(QPointF(m_plot->getAxisOf(0)->getPosForValue(m_points[i].x()), axisY->getPosForValue(m_points[i].y())));
            if(qAbs(position.x() - help->pos().x()) > 6.0 || qAbs(position.y() - help->pos().y()) > 6.0) continue;
            const nmDataSensitive::RunResult& run = m_results->m_runs[m_runRows[i]];
            QToolTip::showText(help->globalPos(), tr("Run %1\n%2\nGoodness of fit: %3 MPa")
                        .arg(run.m_nRunIndex + 1).arg(sensitivityRunParameters(*m_results, run))
                        .arg(run.m_dPressureRmse, 0, 'g', 6), view->viewport());
            return true;
        }
        QToolTip::hideText();
        event->ignore();
        return true;
    }
    return iDlgBase::eventFilter(object, event);
}
class SensitivityDistributionPlot : public QWidget
{
public:
    explicit SensitivityDistributionPlot(QWidget* parent) : QWidget(parent), m_valid(false)
    {
        // 分布图复用参数分位数计算，避免绘图与实际采样使用两套分布定义。
        setMinimumSize(340, 300);
    }
    void setVariable(const nmDataSensitive::VariableSampling& variable, bool valid)
    {
        m_variable = variable;
        m_valid = valid;
        update();
    }
protected:
    void paintEvent(QPaintEvent*) override
    {
        // 蓝线为累积概率，红色虚线为按峰值归一化的概率密度，与 Saphir 的显示一致。
        QPainter painter(this);
        painter.fillRect(rect(), palette().color(QPalette::Window));
        painter.setRenderHint(QPainter::Antialiasing);
        QVector<double> x(201), cumulativeValues(201);
        const bool bounded = m_variable.m_distribution >= nmDataSensitive::VariableSampling::TRUNCATED_NORMAL;
        bool valid = m_valid;
        for(int i = 0; valid && i < x.size(); ++i) {
            // 两端加密以平滑显示尾部，有界分布的横轴保留精确上下限。
            const double probability = (1.0 - std::cos(3.141592653589793 * i / 200.0)) * 0.5;
            cumulativeValues[i] = bounded ? probability : 0.0001 + 0.9998 * probability;
            // Skin 保留原分布绘图，其余参数显示与实际采样一致的受限分布。
            valid = m_variable.distributionQuantile(qBound(1e-10, cumulativeValues[i], 1.0 - 1e-10), x[i],
                                                     m_variable.m_varName != "Skin");
            if(bounded && i == 0) x[i] = m_variable.m_distributionMin;
            if(bounded && i == 200) x[i] = m_variable.m_distributionMax;
            valid = valid && convertSamplingValue(m_variable.m_varName, x[i], samplingBaseUnit(m_variable.m_varName),
                                                  m_variable.m_modelValue.getUnit(), x[i]);
        }
        if(!valid || x.last() <= x.first()) {
            painter.drawText(rect(), Qt::AlignCenter, nmWxSensitive::tr("Invalid distribution parameters"));
            return;
        }
        // 坐标外侧沿用窗口底色，绘图区留白，标题放在纵轴左侧。
        const QRectF plot(76, 12, width() - 96, height() - 66);
        painter.fillRect(plot, Qt::white);
        const QRectF dataArea = plot.adjusted(12, 16, -12, -16);
        // 横轴采用 1、2、5 的整齐步长，按分布范围自适应，不限制实际采样值。
        const double roughStep = (x.last() - x.first()) / 5.0;
        const double scale = std::pow(10.0, std::floor(std::log10(roughStep)));
        const double fraction = roughStep / scale;
        const double step = (fraction <= 1.0 ? 1.0 : fraction <= 2.0 ? 2.0 : fraction <= 5.0 ? 5.0 : 10.0) * scale;
        double axisMin = std::floor(x.first() / step) * step;
        double axisMax = std::ceil(x.last() / step) * step;
        // 除 Skin 外，绘图范围与系统允许范围取交集；只裁剪显示，不改变分布概率。
        if(m_variable.m_varName != "Skin") {
            double minimum = 0.0, maximum = 0.0;
            const QString unit = m_variable.m_modelValue.getUnit();
            if(samplingPhysicalRange(m_variable.m_varName, minimum, maximum) &&
               convertSamplingValue(m_variable.m_varName, minimum, samplingBaseUnit(m_variable.m_varName), unit, minimum) &&
               convertSamplingValue(m_variable.m_varName, maximum, samplingBaseUnit(m_variable.m_varName), unit, maximum)) {
                axisMin = qMax(axisMin, minimum);
                axisMax = qMin(axisMax, maximum);
            }
        }
        if(axisMax <= axisMin) {
            painter.drawText(plot, Qt::AlignCenter, nmWxSensitive::tr("Distribution outside the allowed range"));
            return;
        }
        // 曲线保留真实边界，坐标刻度向外取整；压力下限 0.1 等情形也能显示 0 刻度。
        const double curveMin = axisMin, curveMax = axisMax;
        axisMin = std::floor(curveMin / step) * step;
        axisMax = std::ceil(curveMax / step) * step;
        QVector<double> density(201);
        double peak = 0.0;
        for(int i = 0; i < x.size(); ++i) {
            const int a = qMax(0, i - 1), b = qMin(200, i + 1);
            density[i] = x[b] > x[a] ? (cumulativeValues[b] - cumulativeValues[a]) / (x[b] - x[a]) : 0.0;
            if(m_variable.m_distribution == nmDataSensitive::VariableSampling::TRIANGULAR &&
               ((i == 0 && m_variable.m_peak > m_variable.m_distributionMin) ||
                (i == 200 && m_variable.m_peak < m_variable.m_distributionMax))) density[i] = 0.0;
            peak = qMax(peak, density[i]);
        }
        // 蓝色点状主网格配合黑色主、次刻度，概率轴按 0.1 标注。
        const double tickStart = std::floor(axisMin / step) * step;
        const int intervals = int(std::ceil((axisMax - tickStart) / step));
        // 仅容忍刻度计算的浮点舍入误差。
        const double tickTolerance = DBL_EPSILON * 8.0 * qMax(qAbs(axisMin), qAbs(axisMax));
        for(int i = 0; i <= intervals * 5; ++i) {
            const double value = tickStart + i * step / 5.0;
            if(value < axisMin - tickTolerance || value > axisMax + tickTolerance) continue;
            const double px = dataArea.left() + (value - axisMin) / (axisMax - axisMin) * dataArea.width();
            if(i % 5 == 0) {
                painter.setPen(QPen(QColor(100, 120, 255), 1, Qt::DotLine));
                painter.drawLine(QPointF(px, plot.top()), QPointF(px, plot.bottom()));
                painter.setPen(Qt::black);
                painter.drawText(QRectF(px - 36, plot.bottom() + 8, 72, 20), Qt::AlignCenter,
                    formatSamplingValue(value, 4));
            }
            painter.setPen(Qt::black);
            painter.drawLine(QPointF(px, plot.bottom()), QPointF(px, plot.bottom() + (i % 5 == 0 ? 7 : 4)));
        }
        for(int i = 0; i <= 50; ++i) {
            const double ratio = i / 50.0;
            const double py = dataArea.bottom() - ratio * dataArea.height();
            if(i % 10 == 0) {
                painter.setPen(QPen(QColor(100, 120, 255), 1, Qt::DotLine));
                painter.drawLine(QPointF(plot.left(), py), QPointF(plot.right(), py));
            }
            painter.setPen(Qt::black);
            painter.drawLine(QPointF(plot.left(), py), QPointF(plot.left() - (i % 5 == 0 ? 7 : 4), py));
            if(i % 5 == 0)
                painter.drawText(QRectF(28, py - 10, plot.left() - 40, 20), Qt::AlignRight | Qt::AlignVCenter,
                    QString::number(ratio));
        }
        QPolygonF cumulative, probability;
        for(int i = 0; i < x.size(); ++i) {
            const double px = dataArea.left() + (x[i] - axisMin) / (axisMax - axisMin) * dataArea.width();
            cumulative << QPointF(px, dataArea.bottom() - cumulativeValues[i] * dataArea.height());
            probability << QPointF(px, dataArea.bottom() - (peak > 0.0 ? density[i] / peak : 0.0) * dataArea.height());
        }
        // 曲线也按允许的横轴区间裁剪，避免负值部分画进坐标留白或标签区域。
        painter.save();
        const double clipLeft = dataArea.left() + (curveMin - axisMin) / (axisMax - axisMin) * dataArea.width();
        const double clipWidth = (curveMax - curveMin) / (axisMax - axisMin) * dataArea.width();
        painter.setClipRect(QRectF(clipLeft, plot.top(), clipWidth, plot.height()));
        painter.setPen(QPen(Qt::blue, 1.5));
        painter.drawPolyline(cumulative);
        painter.setPen(QPen(Qt::red, 1, Qt::DashLine));
        painter.drawPolyline(probability);
        painter.restore();
        painter.setPen(Qt::black);
        painter.drawRect(plot);
        painter.save();
        painter.translate(17, plot.center().y());
        painter.rotate(-90);
        painter.drawText(QRectF(-plot.height() / 2, -10, plot.height(), 20), Qt::AlignCenter,
            nmWxSensitive::tr("Probability distribution function"));
        painter.restore();
        painter.drawText(QRectF(plot.left(), height() - 22, plot.width(), 20), Qt::AlignCenter,
            m_variable.m_varName + " [" + m_variable.m_modelValue.getUnit() + "]");
    }
private:
    nmDataSensitive::VariableSampling m_variable;
    bool m_valid;
};

// ========= 右对齐委托：保证显示和编辑时都是右对齐 =========
class RightAlignDelegate : public QStyledItemDelegate
{
public:
    explicit RightAlignDelegate(QObject *parent = nullptr)
        : QStyledItemDelegate(parent)
    {}

    void initStyleOption(QStyleOptionViewItem *option,
                         const QModelIndex &index) const override
    {
        QStyledItemDelegate::initStyleOption(option, index);
        option->displayAlignment = Qt::AlignRight | Qt::AlignVCenter;
    }

    QWidget *createEditor(QWidget *parent,
                          const QStyleOptionViewItem &option,
                          const QModelIndex &index) const override
    {
        QWidget *editor = QStyledItemDelegate::createEditor(parent, option, index);
        if (QLineEdit *line = qobject_cast<QLineEdit*>(editor)) {
            line->setAlignment(Qt::AlignRight | Qt::AlignVCenter);
        }
        return editor;
    }

    void setEditorData(QWidget *editor, const QModelIndex &index) const override
    {
        QLineEdit* line = qobject_cast<QLineEdit*>(editor);
        // 编辑时沿用三位有效数字显示，避免重新暴露浮点尾数。
        if (line) line->setText(index.data(Qt::UserRole).isValid()
            ? formatSamplingValue(index.data(Qt::UserRole).toDouble(), 3)
            : index.data(Qt::DisplayRole).toString());
    }

    void setModelData(QWidget *editor, QAbstractItemModel *model,
                      const QModelIndex &index) const override
    {
        QLineEdit* line = qobject_cast<QLineEdit*>(editor);
        if (!line) return;
        bool ok = false;
        double value = line->text().trimmed().toDouble(&ok);
        // 编辑后文本未改变时保留完整采样值，不把显示舍入当成用户修改。
        const QVariant original = index.data(Qt::UserRole);
        if (original.isValid() && line->text() == formatSamplingValue(original.toDouble(), 3))
            value = original.toDouble(&ok);
        // 非法输入保留原文，由 Generate 或预览统一定位并提示。
        model->setData(index, ok && qIsFinite(value) ? QVariant(value) : QVariant(), Qt::UserRole);
        model->setData(index, ok && qIsFinite(value)
            ? formatSamplingValue(value, 3) : line->text(), Qt::DisplayRole);
    }
};

// 表格仅承载可见行，完整组合编号使用六十四位整数，滚动过程中按编号取数。
class SensitivityRunsView : public QAbstractScrollArea
{
public:
    SensitivityRunsView(const nmDataSensitive& data, const QIcon& arrow, QWidget* parent)
        : QAbstractScrollArea(parent), m_data(data), m_arrow(arrow),
          m_table(nullptr),
          m_total(data.getTotalModelCount()), m_first(0), m_selected(0),
          m_visibleRows(1), m_updating(false), m_wheelDelta(0)
    {
        // 使用现有表格控件绘制表头、行选中和单元格，滚动条控制完整列表。
        setFrameShape(QFrame::StyledPanel);
        setHorizontalScrollBarPolicy(Qt::ScrollBarAlwaysOff);
        m_table = new QTableWidget(viewport());
        m_table->setFrameShape(QFrame::NoFrame);
        m_table->setColumnCount(3);
        m_table->setHorizontalHeaderLabels(QStringList() << "" << "#" << nmWxSensitive::tr("Description"));
        m_table->verticalHeader()->setVisible(false);
        m_table->verticalHeader()->setDefaultSectionSize(24);
        m_table->horizontalHeader()->setResizeMode(0, QHeaderView::Fixed);
        m_table->horizontalHeader()->setResizeMode(1, QHeaderView::Fixed);
        m_table->horizontalHeader()->setResizeMode(2, QHeaderView::Interactive);
        m_table->horizontalHeader()->setStretchLastSection(true);
        m_table->horizontalHeader()->setHighlightSections(false);
        m_table->horizontalHeader()->setDefaultAlignment(Qt::AlignLeft | Qt::AlignVCenter);
        m_table->setColumnWidth(0, 20);
        m_table->setColumnWidth(1, m_table->fontMetrics().width(QString::number(m_total)) + 16);
        m_table->setEditTriggers(QAbstractItemView::NoEditTriggers);
        m_table->setSelectionBehavior(QAbstractItemView::SelectRows);
        m_table->setSelectionMode(QAbstractItemView::SingleSelection);
        m_table->setVerticalScrollBarPolicy(Qt::ScrollBarAlwaysOff);
        m_table->setWordWrap(false);
        m_table->setStyleSheet("QTableWidget { background-color: white; }");
        int descriptionWidth = 0;
        for (int i = 0; i < m_data.getVariableCount(); ++i) {
            nmDataSensitive::VariableSampling& variable = m_data.getVariable(i);
            if (!variable.getEnabled()) continue;
            m_indices.append(i);
            int width = 0;
            const QVector<double> samples = variable.samplingValues();
            for (int row = 0; row < samples.size(); ++row)
                width = qMax(width, m_table->fontMetrics().width(parameterDescription(i, samples[row])));
            if (m_data.getCalculationType() == nmDataSensitive::CALC_DETERMINISTIC)
                descriptionWidth = qMax(descriptionWidth, width);
            else descriptionWidth += width + m_table->fontMetrics().width(" + ");
        }
        // 长组合可横向滚动并通过提示查看完整文本，保持各行高度一致。
        m_table->setColumnWidth(2, qMax(200, descriptionWidth + 16));
        QVBoxLayout* layout = new QVBoxLayout(viewport());
        layout->setContentsMargins(0, 0, 0, 0);
        layout->addWidget(m_table);
        m_table->installEventFilter(this);
        m_table->viewport()->installEventFilter(this);
        verticalScrollBar()->installEventFilter(this);
    }

    void scrollAction(int action)
    {
        // 超大列表的滚动条位置按比例映射，单步、整屏移动仍保持精确行号。
        switch (action) {
        case QAbstractSlider::SliderSingleStepAdd: scrollRows(1); break;
        case QAbstractSlider::SliderSingleStepSub: scrollRows(-1); break;
        case QAbstractSlider::SliderPageStepAdd: scrollRows(m_visibleRows); break;
        case QAbstractSlider::SliderPageStepSub: scrollRows(-m_visibleRows); break;
        case QAbstractSlider::SliderToMinimum: m_first = 0; refreshRows(); break;
        case QAbstractSlider::SliderToMaximum: m_first = maximumFirst(); refreshRows(); break;
        case QAbstractSlider::SliderMove:
            m_first = firstFromPosition(verticalScrollBar()->sliderPosition());
            refreshRows();
            break;
        default: break;
        }
    }

protected:
    void resizeEvent(QResizeEvent* event) override
    {
        // 窗口变化时仅调整可见行数量，绝不按总次数分配表格项。
        QAbstractScrollArea::resizeEvent(event);
        refreshRows();
    }

    void scrollContentsBy(int, int) override
    {
        // 处理拖动滚动条或系统直接改变位置的情况。
        if (m_updating) return;
        m_first = firstFromPosition(verticalScrollBar()->value());
        refreshRows();
    }

    bool eventFilter(QObject* object, QEvent* event) override
    {
        // 滚轮、键盘和鼠标均操作完整运行列表，而不是可见行缓存。
        if (event->type() == QEvent::Wheel) {
            QWheelEvent* wheel = static_cast<QWheelEvent*>(event);
            if (wheel->orientation() == Qt::Vertical) {
                m_wheelDelta += wheel->delta();
                const int steps = m_wheelDelta / 120;
                m_wheelDelta %= 120;
                scrollRows(-qint64(steps) * QApplication::wheelScrollLines());
                wheel->accept();
                return true;
            }
        } else if (event->type() == QEvent::KeyPress) {
            QKeyEvent* key = static_cast<QKeyEvent*>(event);
            qint64 movement = 0;
            switch (key->key()) {
            case Qt::Key_Up: movement = -1; break;
            case Qt::Key_Down: movement = 1; break;
            case Qt::Key_PageUp: movement = -m_visibleRows; break;
            case Qt::Key_PageDown: movement = m_visibleRows; break;
            case Qt::Key_Home: m_selected = 0; break;
            case Qt::Key_End: m_selected = m_total - 1; break;
            default: return QAbstractScrollArea::eventFilter(object, event);
            }
            if (movement < 0) m_selected -= qMin(m_selected, quint64(-movement));
            else if (movement > 0) m_selected += qMin(m_total - 1 - m_selected, quint64(movement));
            if (m_selected < m_first) m_first = m_selected;
            else if (m_selected - m_first >= quint64(m_visibleRows))
                m_first = m_selected - m_visibleRows + 1;
            refreshRows();
            key->accept();
            return true;
        } else if (object == m_table->viewport() &&
                   (event->type() == QEvent::MouseButtonPress || event->type() == QEvent::MouseButtonRelease)) {
            QMouseEvent* mouse = static_cast<QMouseEvent*>(event);
            const int row = m_table->rowAt(mouse->pos().y());
            if (mouse->button() == Qt::LeftButton && row >= 0) {
                m_selected = m_first + row;
                refreshRows();
            }
        } else if (object == m_table->viewport() && event->type() == QEvent::Resize) {
            refreshRows();
        }
        return QAbstractScrollArea::eventFilter(object, event);
    }

private:
    quint64 maximumFirst() const
    {
        return m_total > quint64(m_visibleRows) ? m_total - m_visibleRows : 0;
    }

    quint64 firstFromPosition(int position) const
    {
        // 两端准确对应首尾，中间位置不把六十四位总数截断为 int。
        const int maximum = verticalScrollBar()->maximum();
        if (position <= 0 || maximum == 0) return 0;
        if (position >= maximum) return maximumFirst();
        return qMin(maximumFirst(), quint64((long double)position * maximumFirst() / maximum));
    }

    void scrollRows(qint64 movement)
    {
        // 用差值限制移动距离，避免无符号行号在首尾发生溢出。
        if (movement < 0) m_first -= qMin(m_first, quint64(-movement));
        else m_first += qMin(maximumFirst() - m_first, quint64(movement));
        refreshRows();
    }

    QString parameterDescription(int index, double value)
    {
        // 描述沿用采样表的三位有效数字和当前显示单位。
        nmDataSensitive::VariableSampling& variable = m_data.getVariable(index);
        const QString unit = variable.getModelValue().getUnit();
        convertSamplingValue(variable.getVarName(), value, samplingBaseUnit(variable.getVarName()), unit, value);
        return variable.getVarName() + " = " + formatSamplingValue(value, 3)
            + (unit.isEmpty() ? QString() : " " + unit);
    }

    void refreshRows()
    {
        if (m_updating || !m_table || !viewport()->layout()) return;
        // 始终只生成视口内的行，所有组合共用一根连续滚动条。
        m_updating = true;
        viewport()->layout()->activate();
        m_visibleRows = qMax(1, m_table->viewport()->height() / 24);
        setVerticalScrollBarPolicy(m_total > quint64(m_visibleRows)
            ? Qt::ScrollBarAlwaysOn : Qt::ScrollBarAlwaysOff);
        m_first = qMin(m_first, maximumFirst());
        QScrollBar* bar = verticalScrollBar();
        const quint64 last = maximumFirst();
        const int maximum = int(qMin(last, quint64(INT_MAX)));
        const bool blocked = bar->blockSignals(true);
        bar->setRange(0, maximum);
        bar->setSingleStep(1);
        bar->setPageStep(last ? qMax(1, int((long double)m_visibleRows * maximum / last)) : m_visibleRows);
        int position = last ? int((long double)m_first * maximum / last) : 0;
        // 比例舍入后仍保留首尾箭头的可用状态。
        if (last > quint64(INT_MAX) && m_first > 0 && m_first < last)
            position = qBound(1, position, maximum - 1);
        bar->setValue(position);
        bar->blockSignals(blocked);
        const int rows = int(qMin(quint64(m_visibleRows), m_total - m_first));
        m_table->setRowCount(rows);
        for (int row = 0; row < rows; ++row) {
            const quint64 run = m_first + row;
            QVector<double> values;
            if (!m_data.getRunValues(run, values)) break;
            int changingIndex = -1;
            if (m_data.getCalculationType() == nmDataSensitive::CALC_DETERMINISTIC) {
                quint64 remaining = run;
                for (int i = 0; i < m_indices.size(); ++i) {
                    const quint64 count = m_data.getVariable(m_indices[i]).getNumber();
                    if (remaining < count) { changingIndex = m_indices[i]; break; }
                    remaining -= count;
                }
            }
            QStringList descriptions;
            for (int i = 0; i < m_indices.size(); ++i) {
                const int index = m_indices[i];
                if (changingIndex < 0 || index == changingIndex)
                    descriptions << parameterDescription(index, values[index]);
            }
            QTableWidgetItem* arrow = new QTableWidgetItem();
            arrow->setIcon(run == m_selected ? m_arrow : QIcon());
            m_table->setItem(row, 0, arrow);
            QTableWidgetItem* number = new QTableWidgetItem(QString::number(run + 1));
            number->setTextAlignment(Qt::AlignRight | Qt::AlignVCenter);
            m_table->setItem(row, 1, number);
            QTableWidgetItem* description = new QTableWidgetItem(descriptions.join(" + "));
            description->setToolTip(description->text());
            m_table->setItem(row, 2, description);
        }
        if (m_selected >= m_first && m_selected - m_first < quint64(rows)) {
            m_table->setCurrentCell(int(m_selected - m_first), 1);
            m_table->selectRow(int(m_selected - m_first));
        } else {
            m_table->setCurrentIndex(QModelIndex());
            m_table->clearSelection();
        }
        m_updating = false;
        // 横向滚动条显隐可能改变视口高度，补齐最终可见行数量。
        if (m_visibleRows != qMax(1, m_table->viewport()->height() / 24)) refreshRows();
    }

    nmDataSensitive m_data;
    QIcon m_arrow;
    QTableWidget* m_table;
    QList<int> m_indices;
    quint64 m_total;
    quint64 m_first;
    quint64 m_selected;
    int m_visibleRows;
    bool m_updating;
    int m_wheelDelta;
};

nmWxSensitive::nmWxSensitive(QWidget *parent, nmDataAnalyzeManager* manager)
    : iDlgBase(parent), m_selectedValueIndex(0), m_loading(true),
      m_pDataManager(manager ? manager : nmDataAnalyzeManager::getCurrentInstance()),
      m_previewView(nullptr), m_pSensitivityTask(nullptr), m_calculationRunning(false)
{
    // 显式绑定所属分析窗口，后续切换窗口不会改变配置保存目标。
    if (m_pDataManager) m_sensitiveData = m_pDataManager->getSensitiveDataCopy();
    refreshModelValues();
    setupUI();
    createConnections();
    populateTreeWidget();
    createDetailPages();

	loadDataToUI();
    m_loading = false;
    onTreeItemChanged(nullptr, 0);
    // 结果发布或清除后，同步本窗口持有的批次数据。
    if(m_pDataManager) {
        connect(m_pDataManager, SIGNAL(sigSensitiveResultsChanged()), this, SLOT(onResultsChanged()));
        connect(m_pDataManager, SIGNAL(sigPebiResultSnapshotChanged()), this, SLOT(onModelResultChanged()));
    }
    onResultsChanged();
}

nmWxSensitive::~nmWxSensitive()
{
    // 父窗口强制销毁时先请求停止并等 DLL 返回，线程结束前不释放计算副本。
    if(m_pSensitivityTask) {
        disconnect(m_pSensitivityTask, nullptr, this, nullptr);
        m_pSensitivityTask->requestCancel();
        m_pSensitivityTask->wait();
        delete m_pSensitivityTask;
    }
}

void nmWxSensitive::reject()
{
    // Esc 与取消按钮使用相同的停止路径，保留已完成组供结束后查看。
    if(m_calculationRunning) onCancelClicked();
    else iDlgBase::reject();
}

void nmWxSensitive::closeEvent(QCloseEvent* event)
{
    if(m_calculationRunning) {
        onCancelClicked();
        event->ignore();
        return;
    }
    iDlgBase::closeEvent(event);
}

void nmWxSensitive::refreshModelValues()
{
    // 六个参数以最后成功求解的快照为准，编辑中的模型只提供属性类型和显示单位。
    const QSharedPointer<const nmPebiResultSnapshot> snapshot = m_pDataManager
        ? m_pDataManager->getPebiResultSnapshot() : QSharedPointer<const nmPebiResultSnapshot>();
    const bool resetRanges = !snapshot.isNull() &&
        snapshot->getSnapshotId() != m_sensitiveData.getModelSnapshotId();
    const QString wellCode = !snapshot.isNull() ? snapshot->getSensitivityWellCode() : QString();
    nmDataWellBase* well = m_pDataManager ? m_pDataManager->findWellByCode(wellCode) : nullptr;
    nmDataReservoir* reservoir = m_pDataManager ? m_pDataManager->getReservoirData() : nullptr;
    const nmPebiResultWellSnapshot* solvedWell = nullptr;
    for(int i = 0; !snapshot.isNull() && i < snapshot->getWellCount(); ++i) {
        if(snapshot->getWellAt(i)->m_sWellCode == wellCode) {
            solvedWell = snapshot->getWellAt(i);
            break;
        }
    }
    const QStringList names = QStringList() << "Skin" << "C" << "Pi" << "k" << "h" << QString(QChar(0x03c6));
    for (int n = 0; n < names.size(); ++n) {
        nmDataAttribute* attribute = nullptr;
        const QString name = names[n];
        if (well && name == "Skin" && well->getPerforationCount() > 0)
            attribute = &well->getPerforation(0)->getSkin();
        else if (well && name == "C") attribute = &well->getWellboreStorage();
        else if (reservoir && name == "Pi") attribute = &reservoir->getInitialPressure();
        else if (reservoir && name == "k") attribute = &reservoir->getPermeability();
        else if (reservoir && name == "h") attribute = &reservoir->getThickness();
        else if (reservoir && name == QString(QChar(0x03c6))) attribute = &reservoir->getPorosity();

        int index = -1;
        for (int i = 0; i < m_sensitiveData.getVariableCount(); ++i)
            if (m_sensitiveData.getVariable(i).getVarName() == name) { index = i; break; }
        const bool fresh = index < 0;
        if (fresh) {
            nmDataSensitive::VariableSampling variable;
            variable.setVarName(name);
            variable.setVarGroup(n < 2 ? "Tested Well" : "Reservoir");
            variable.setNumber(5);
            m_sensitiveData.getVariables().append(variable);
            index = m_sensitiveData.getVariableCount() - 1;
        }
        nmDataSensitive::VariableSampling& variable = m_sensitiveData.getVariable(index);
        // 在局部属性上替换数值，不能把未求解的编辑值带入 Model value 或默认范围。
        nmDataAttribute solvedAttribute;
        if (!snapshot.isNull()) {
            if (attribute) solvedAttribute = *attribute;
            else solvedAttribute.setUnit(samplingBaseUnit(name));
            attribute = &solvedAttribute;
            const nmPebiResultReservoirParameters& solvedReservoir = snapshot->getReservoirParameters();
            if (name == "Skin" || name == "C") {
                if (!solvedWell || (name == "Skin" && !solvedWell->m_bHasSkin)) attribute = nullptr;
                else solvedAttribute.setValue(name == "Skin" ? solvedWell->m_dSkin : solvedWell->m_dWellboreStorage);
            } else if (name == "Pi") solvedAttribute.setValue(solvedReservoir.m_dInitialPressure);
            else if (name == "k") solvedAttribute.setValue(solvedReservoir.m_dPermeability);
            else if (name == "h") solvedAttribute.setValue(solvedReservoir.m_dThickness);
            else if (name == QString(QChar(0x03c6))) solvedAttribute.setValue(solvedReservoir.m_dPorosity);
        }
        double physicalMin = 0.0, physicalMax = 0.0;
        if (!attribute || !samplingPhysicalRange(name, physicalMin, physicalMax)) {
            variable.setEnabled(false);
            variable.getModelValue().setValue(QVariant());
            continue;
        }
        const QString baseUnit = samplingBaseUnit(name);
        QString displayUnit = attribute->getUnit();
        if (displayUnit == "dimensionless") displayUnit.clear();
        double converted = 0.0;
        if (!convertSamplingValue(name, attribute->getValue().toDouble(), baseUnit, displayUnit, converted))
            displayUnit = baseUnit;
        double minimum = variable.getMinValue().getValue().toDouble();
        double maximum = variable.getMaxValue().getValue().toDouble();
        QVector<double> values = variable.getValues();
        double previousModel = variable.getModelValue().getValue().toDouble();
        bool migrated = !fresh && (m_sensitiveData.usesBaseUnits() ||
            variable.getMode() == nmDataSensitive::VariableSampling::MODE_MANUAL || !values.isEmpty());
        if (migrated && !m_sensitiveData.usesBaseUnits()) {
            const QString oldUnit = variable.getModelValue().getUnit();
            convertSamplingValue(name, previousModel, oldUnit, baseUnit, previousModel);
            migrated = convertSamplingValue(name, minimum, oldUnit, baseUnit, minimum) &&
                       convertSamplingValue(name, maximum, oldUnit, baseUnit, maximum);
            for (int i = 0; migrated && i < values.size(); ++i)
                migrated = convertSamplingValue(name, values[i], oldUnit, baseUnit, values[i]);
        }
        // 识别 Skin、Pi 的自动默认范围，按当前模型更新，保留用户自定义区间。
        const bool previousDefault = variable.getMode() == nmDataSensitive::VariableSampling::MODE_AUTOMATIC &&
            ((nearlyEqualSamplingValue(minimum, qMin(previousModel / 2.0, previousModel * 2.0)) &&
              nearlyEqualSamplingValue(maximum, qMax(previousModel / 2.0, previousModel * 2.0))) ||
             (name == "Skin" && previousModel != 0.0 &&
              nearlyEqualSamplingValue(minimum, qMax(physicalMin, qMin(previousModel * 0.9, previousModel * 1.1))) &&
              nearlyEqualSamplingValue(maximum, qMin(physicalMax, qMax(previousModel * 0.9, previousModel * 1.1)))) ||
             (name == "Skin" && previousModel == 0.0 && (minimum == -1.0 || minimum == 0.0) && maximum == 1.0) ||
             (name == "Pi" && variable.getModelValue().getMinValue().isValid() &&
              variable.getModelValue().getMaxValue().isValid() &&
              nearlyEqualSamplingValue(minimum, variable.getModelValue().getMinValue().toDouble()) &&
              nearlyEqualSamplingValue(maximum, variable.getModelValue().getMaxValue().toDouble())));
        // 新的正式求解结果重新建立范围，采样数量、模式及手动值保持原设置。
        if (resetRanges || !migrated || ((name == "Skin" || name == "Pi") && previousDefault)) {
            const double model = attribute->getValue().toDouble();
            minimum = qMin(model / 2.0, model * 2.0);
            maximum = qMax(model / 2.0, model * 2.0);
            if (name == "Skin") {
                minimum = model == 0.0 ? -1.0 : qMin(model * 0.9, model * 1.1);
                maximum = model == 0.0 ? 1.0 : qMax(model * 0.9, model * 1.1);
            }
            if (name == "Pi") { minimum = physicalMin; maximum = physicalMax; }
        }
        if (!migrated) {
            values.clear();
            variable.setMode(nmDataSensitive::VariableSampling::MODE_AUTOMATIC);
            variable.setLog(false);
            variable.setNumber(5);
        }
        // 初始范围和已保存范围都截断到硬限制，手动采样值留给提交校验。
        minimum = qBound(physicalMin, minimum, physicalMax);
        maximum = qBound(physicalMin, maximum, physicalMax);
        variable.setModelValue(*attribute);
        variable.getModelValue().setUnit(displayUnit);
        variable.getModelValue().setValueRange(physicalMin, physicalMax);
        variable.setMinValue(variable.getModelValue());
        variable.setMaxValue(variable.getModelValue());
        variable.getMinValue().setValue(minimum);
        variable.getMaxValue().setValue(maximum);
        variable.setValues(values);
        if(!variable.m_distributionInitialized || resetRanges) {
            // Saphir 默认正态均值为模型值、标准差为其三分之一；Skin=0 时使用 5/3。
            const double model = attribute->getValue().toDouble();
            variable.m_mean = model;
            variable.m_stdDev = model == 0.0 ? 5.0 / 3.0 : std::fabs(model) / 3.0;
            variable.m_distributionMin = minimum;
            variable.m_distributionMax = maximum;
            variable.m_peak = qBound(variable.m_distributionMin, model * 1.01, variable.m_distributionMax);
            variable.m_distributionInitialized = true;
        }
        // Saphir 在重新打开对话框时同步无效 Log 范围的实际状态。
        if (variable.getMode() == nmDataSensitive::VariableSampling::MODE_AUTOMATIC &&
            (minimum <= 0.0 || maximum <= 0.0)) variable.setLog(false);
    }
    for (int i = 0; i < m_sensitiveData.getVariableCount(); ++i)
        if (!isSupportedSamplingVariable(m_sensitiveData.getVariable(i).getVarName()))
            m_sensitiveData.getVariable(i).setEnabled(false);
    m_sensitiveData.setUsesBaseUnits(true);
    if (!snapshot.isNull()) m_sensitiveData.setModelSnapshotId(snapshot->getSnapshotId());
}

void nmWxSensitive::onModelResultChanged()
{
    // 查看井切换也会发送快照通知；只有新求解快照才刷新已打开窗口。
    const QSharedPointer<const nmPebiResultSnapshot> snapshot = m_pDataManager->getPebiResultSnapshot();
    if (snapshot.isNull() || snapshot->getSnapshotId() == m_sensitiveData.getModelSnapshotId()) return;
    m_loading = true;
    refreshModelValues();
    loadDataToUI(true);
    m_loading = false;
    updateModelCount();
}

void nmWxSensitive::loadDataToUI(bool refreshRangesOnly)
{
    // 加载过程中阻止联动刷新，先恢复设置，再一次生成各参数表格。
    if (!refreshRangesOnly)
        calculationTypeCombo->setCurrentIndex(int(m_sensitiveData.getCalculationType()));
    m_monteCarloCount->setValue(m_sensitiveData.getMonteCarloCount());
    for (int i = 0; i < m_sensitiveData.getVariableCount(); ++i) {
        nmDataSensitive::VariableSampling& variable = m_sensitiveData.getVariable(i);
        const QString name = variable.getVarName();
        const int idx = findVariableIndex(name);
        if (idx < 0) continue;
        const bool available = isSupportedSamplingVariable(name) &&
                               variable.getModelValue().getValue().isValid();
        for (int group = 0; group < variablesTree->topLevelItemCount(); ++group) {
            QTreeWidgetItem* parent = variablesTree->topLevelItem(group);
            for (int child = 0; child < parent->childCount(); ++child) {
                QTreeWidgetItem* item = parent->child(child);
                if (item->text(0) != name) continue;
                item->setDisabled(!available);
                if (!refreshRangesOnly)
                    item->setCheckState(0, available && variable.getEnabled() ? Qt::Checked : Qt::Unchecked);
            }
        }
        detailStack->widget(idx + 1)->setEnabled(available);
        // 求解后的刷新只更新模型值和范围，不覆盖窗口中尚未提交的采样设置。
        if (!refreshRangesOnly) {
            m_modeCombos[idx]->setCurrentIndex(int(variable.getMode()));
            m_logChecks[idx]->setChecked(variable.getLog());
            m_numSpins[idx]->setValue(qMax(1, variable.getNumber()));
        }
        // 已打开窗口沿用原显示单位，避免手动表格的数值被换成另一种单位解释。
        const QString unit = refreshRangesOnly ? m_unitLabels[idx]->text() : variable.getModelValue().getUnit();
        variable.getModelValue().setUnit(unit);
        m_unitLabels[idx]->setText(unit);
        double model = variable.getModelValue().getValue().toDouble();
        double minimum = variable.getMinValue().getValue().toDouble();
        double maximum = variable.getMaxValue().getValue().toDouble();
        convertSamplingValue(name, model, samplingBaseUnit(name), unit, model);
        convertSamplingValue(name, minimum, samplingBaseUnit(name), unit, minimum);
        convertSamplingValue(name, maximum, samplingBaseUnit(name), unit, maximum);
        setSamplingEditValue(m_modelSpins[idx], model);
        setSamplingEditValue(m_minSpins[idx], minimum);
        setSamplingEditValue(m_maxSpins[idx], maximum);
        m_distributionCombos[idx]->setCurrentIndex(int(variable.m_distribution));
        const double distributionValues[] = {variable.m_mean, variable.m_stdDev, variable.m_peak,
                                            variable.m_distributionMin, variable.m_distributionMax};
        for(int field = 0; field < 5; ++field) {
            double display = distributionValues[field];
            convertSamplingValue(name, display, samplingBaseUnit(name), unit, display);
            setSamplingEditValue(m_distributionPanels[idx]->findChild<QLineEdit*>(distributionFields[field]), display);
        }
        double displayMin = variable.getModelValue().getMinValue().toDouble();
        double displayMax = variable.getModelValue().getMaxValue().toDouble();
        convertSamplingValue(name, displayMin, samplingBaseUnit(name), unit, displayMin);
        convertSamplingValue(name, displayMax, samplingBaseUnit(name), unit, displayMax);
        const QString rangeHint = tr("Allowed range: [%1, %2] %3")
            .arg(formatSamplingValue(displayMin, 6)).arg(formatSamplingValue(displayMax, 6)).arg(unit);
        m_minSpins[idx]->setToolTip(rangeHint);
        m_maxSpins[idx]->setToolTip(rangeHint);
        if (!refreshRangesOnly && variable.getMode() == nmDataSensitive::VariableSampling::MODE_MANUAL) {
            QTableWidget* table = m_valueTables[idx];
            table->setRowCount(variable.getNumber());
            const QVector<double>& values = variable.getValues();
            for (int row = 0; row < values.size() && row < table->rowCount(); ++row) {
                double display = values[row];
                convertSamplingValue(name, display, samplingBaseUnit(name), unit, display);
                QTableWidgetItem* item = new QTableWidgetItem(formatSamplingValue(display, 3));
                item->setData(Qt::UserRole, display);
                table->setItem(row, 1, item);
            }
        }
        updateValuesForPage(idx);
    }
}

int nmWxSensitive::findVariableIndex(const QString& varName)
{
	// 根据创建顺序查找变量索引
	QStringList allVars;
	allVars << "Zw" << "Hw" << "Lw" << "Skin" << "C"  // Tested Well
		<< "Pi" << "k" << "h" << QString(QChar(0x03c6)) << "ntg" << "kz/kr"  // Reservoir
		<< "Total compressibility";  // Pvt

	return allVars.indexOf(varName);
}

void nmWxSensitive::updateModelCount()
{
    // 勾选、数量和方法修改后立即更新总次数，不等待 Generate。
    if (m_loading) return;
    m_sensitiveData.setCalculationType(
        static_cast<nmDataSensitive::CalculationType>(calculationTypeCombo->currentIndex()));
    for (int group = 0; group < variablesTree->topLevelItemCount(); ++group) {
        QTreeWidgetItem* parent = variablesTree->topLevelItem(group);
        for (int child = 0; child < parent->childCount(); ++child) {
            QTreeWidgetItem* item = parent->child(child);
            for (int i = 0; i < m_sensitiveData.getVariableCount(); ++i) {
                nmDataSensitive::VariableSampling& variable = m_sensitiveData.getVariable(i);
                if (variable.getVarName() != item->text(0)) continue;
                variable.setEnabled(!item->isDisabled() && item->checkState(0) == Qt::Checked);
                const int idx = findVariableIndex(variable.getVarName());
                if (idx >= 0) variable.setNumber(m_numSpins[idx]->value());
            }
        }
    }
    bool overflow = false;
    m_sensitiveData.setMonteCarloCount(m_monteCarloCount->value());
    const quint64 count = m_sensitiveData.calculateModelCount(&overflow);
    m_sensitiveData.setTotalModelCount(count);
    modelCountLabel->setText(overflow ? tr("Too many models") : QString::number(count));
    previewButton->setEnabled(!overflow && count > 0);
    const bool monteCarlo = m_sensitiveData.getCalculationType() == nmDataSensitive::CALC_MONTE_CARLO;
    modelCountLabel->setVisible(!monteCarlo);
    m_monteCarloCount->setVisible(monteCarlo);
    generateButton->setEnabled(m_pDataManager && !overflow && count > 0 && !m_calculationRunning);
}

bool nmWxSensitive::saveDataFromUI()
{
    // 校验选中参数后再提交副本，失败不改写数据中心已有配置。
    updateModelCount();
    if (m_sensitiveData.getTotalModelCount() == 0) return false;
    nmDataSensitive candidate(m_sensitiveData);
    for (int i = 0; i < candidate.getVariableCount(); ++i) {
        nmDataSensitive::VariableSampling& variable = candidate.getVariable(i);
        const QString name = variable.getVarName();
        const int idx = findVariableIndex(name);
        if (idx < 0 || !isSupportedSamplingVariable(name)) continue;
        const QString unit = m_unitLabels[idx]->text();
        const QString baseUnit = samplingBaseUnit(name);
        bool valid = true;
        if(candidate.getCalculationType() == nmDataSensitive::CALC_MONTE_CARLO) {
            double median = 0.0;
            valid = readDistributionPage(idx, variable) && variable.distributionQuantile(0.5, median);
            if(!valid && variable.getEnabled()) {
                QMessageBox::warning(this, tr("Sensitivity"), tr("%1: invalid distribution parameters.").arg(name));
                detailStack->setCurrentIndex(idx + 1);
                return false;
            }
            // 均值描述原分布，可以在截断区间之外；显式上下限及众数仍需符合系统范围。
            if(valid && variable.m_distribution >= nmDataSensitive::VariableSampling::TRUNCATED_NORMAL)
                valid = validSamplingValue(name, variable.m_distributionMin) &&
                        validSamplingValue(name, variable.m_distributionMax);
            if(valid && variable.m_distribution == nmDataSensitive::VariableSampling::TRIANGULAR)
                valid = validSamplingValue(name, variable.m_peak);
        } else {
            variable.setMode(static_cast<nmDataSensitive::VariableSampling::Mode>(m_modeCombos[idx]->currentIndex()));
            variable.setLog(m_logChecks[idx]->isChecked());
            if (variable.getMode() == nmDataSensitive::VariableSampling::MODE_AUTOMATIC) {
                bool minOk = false, maxOk = false;
                double minimum = samplingEditValue(m_minSpins[idx], &minOk);
                double maximum = samplingEditValue(m_maxSpins[idx], &maxOk);
                valid = minOk && maxOk &&
                    convertSamplingValue(name, minimum, unit, baseUnit, minimum) &&
                    convertSamplingValue(name, maximum, unit, baseUnit, maximum) &&
                    minimum <= maximum && validSamplingValue(name, minimum) && validSamplingValue(name, maximum);
                if (valid) {
                    variable.getMinValue().setValue(minimum);
                    variable.getMaxValue().setValue(maximum);
                    // Number=1 使用模型值，也必须在同一物理范围内。
                    QVector<double> values = variable.samplingValues();
                    for (int row = 0; valid && row < values.size(); ++row)
                        valid = validSamplingValue(name, values[row]);
                    if (valid) variable.setValues(values);
                }
            } else {
                QVector<double> values;
                QTableWidget* table = m_valueTables[idx];
                for (int row = 0; row < table->rowCount(); ++row) {
                    QTableWidgetItem* item = table->item(row, 1);
                    bool ok = false;
                    double value = 0.0;
                    if (item) value = item->data(Qt::UserRole).isValid()
                        ? item->data(Qt::UserRole).toDouble(&ok) : item->text().trimmed().toDouble(&ok);
                    if (!ok || !convertSamplingValue(name, value, unit, baseUnit, value) ||
                        !validSamplingValue(name, value)) { valid = false; break; }
                    values.append(value);
                }
                valid = valid && values.size() == variable.getNumber();
                if (valid) variable.setValues(values);
            }
        }
        if (!valid && variable.getEnabled()) {
            double lower = 0.0, upper = 0.0;
            const bool hasRange = samplingPhysicalRange(name, lower, upper) &&
                convertSamplingValue(name, lower, baseUnit, unit, lower) &&
                convertSamplingValue(name, upper, baseUnit, unit, upper);
            QMessageBox::warning(this, tr("Sensitivity"),
                hasRange ? tr("%1: invalid sampling values. Allowed range: [%2, %3] %4. Check the sampling settings.")
                    .arg(name).arg(formatSamplingValue(lower, 6)).arg(formatSamplingValue(upper, 6)).arg(unit)
                    : tr("%1: the physical range is unavailable.").arg(name));
            detailStack->setCurrentIndex(idx + 1);
            return false;
        }
    }
    m_sensitiveData = candidate;
    return true;
}

void nmWxSensitive::setupUI()
{
    setWindowTitle(tr("Sensitivity"));
    setMinimumSize(900, 550);
    // 默认放大窗口，同时为屏幕边缘和窗口标题栏留出空间。
    const QSize available = QApplication::desktop()->availableGeometry(this).size() - QSize(60, 80);
    resize(QSize(1250, 760).boundedTo(available));

    QVBoxLayout *mainLayout = new QVBoxLayout(this);

    // ===== 顶部：Calculation type =====
    QHBoxLayout *calcTypeLayout = new QHBoxLayout();
    QLabel *calcTypeLabel = new QLabel(tr("Calculation type:"), this);
    calculationTypeCombo = new QComboBox(this);
    calculationTypeCombo->addItem(tr("Deterministic"));
    calculationTypeCombo->addItem(tr("Deterministic multivariate"));
    calculationTypeCombo->addItem(tr("Monte-Carlo"));
    //calculationTypeCombo->addItem(tr("Monte-Carlo + Improve"));

    calcTypeLayout->addWidget(calcTypeLabel);
    calcTypeLayout->addWidget(calculationTypeCombo);
    calcTypeLayout->addStretch();
    mainLayout->addLayout(calcTypeLayout);

    // ===== 中间：左 Variables 面板 + 右 detailStack =====
    QSplitter *centerSplitter = new QSplitter(Qt::Horizontal, this);
    centerSplitter->setChildrenCollapsible(false);   // 不允许把某一侧完全折叠
    centerSplitter->setHandleWidth(4);               // 中间拖动条宽度
    centerSplitter->setStyleSheet(
        "QSplitter::handle:horizontal {"
        "    background-color: #C0C0C0;"
        "}"
        "QSplitter::handle:horizontal:hover {"
        "    background-color: #A0A0A0;"
        "}"
    );

    // --- 左侧：Variables 面板（QFrame + 标题栏 + Tree）---
    QFrame *variablesPanel = new QFrame(this);
    variablesPanel->setFrameShape(QFrame::StyledPanel);
    variablesPanel->setFrameShadow(QFrame::Raised);
    variablesPanel->setMinimumWidth(230);

    QVBoxLayout *variablesPanelLayout = new QVBoxLayout(variablesPanel);
    variablesPanelLayout->setContentsMargins(0, 0, 0, 0);
    variablesPanelLayout->setSpacing(0);

    // 标题栏
    QWidget *varHeader = new QWidget(variablesPanel);
    varHeader->setFixedHeight(24);
    varHeader->setAutoFillBackground(true);
    {
        QPalette pal = varHeader->palette();
        pal.setColor(QPalette::Window,
                     palette().color(QPalette::Midlight));
        varHeader->setPalette(pal);
    }

    QHBoxLayout *varHeaderLayout = new QHBoxLayout(varHeader);
    varHeaderLayout->setContentsMargins(6, 0, 6, 0);
    varHeaderLayout->setSpacing(0);

    QLabel *varTitle = new QLabel(tr("Variables"), varHeader);
    varTitle->setAlignment(Qt::AlignVCenter | Qt::AlignLeft);
    QFont f = varTitle->font();
    f.setBold(true);
    varTitle->setFont(f);

    varHeaderLayout->addWidget(varTitle);
    varHeaderLayout->addStretch();

    // Tree 区域
    variablesTree = new QTreeWidget(variablesPanel);
    variablesTree->setHeaderHidden(true);
    variablesTree->setFrameShape(QFrame::NoFrame);      // 外层已经有 frame
    variablesTree->setMinimumHeight(350);

    variablesPanelLayout->addWidget(varHeader);
    variablesPanelLayout->addWidget(variablesTree, 1);

    // 把左侧 panel 加进 splitter
    centerSplitter->addWidget(variablesPanel);

    // --- 右侧：detailStack（后面每个 page 自己做标题栏）---
    detailStack = new QStackedWidget(this);
    detailStack->setContentsMargins(0, 0, 0, 0);

    // index 0：默认提示页
    QWidget *blankPage = new QWidget(this);
    QVBoxLayout *blankLayout = new QVBoxLayout(blankPage);
    blankLayout->setContentsMargins(0, 0, 0, 0);
    QLabel *blankLabel = new QLabel(tr("Select a variable on the left."), blankPage);
    blankLayout->addStretch();
    blankLayout->addWidget(blankLabel, 0, Qt::AlignHCenter);
    blankLayout->addStretch();
    detailStack->addWidget(blankPage);

    // 把右侧 stack 加进 splitter
    centerSplitter->addWidget(detailStack);

    // 左边宽度基本固定，右边自适应
    centerSplitter->setStretchFactor(0, 0);
    centerSplitter->setStretchFactor(1, 1);
    centerSplitter->setSizes(QList<int>() << 260 << 960);

    mainLayout->addWidget(centerSplitter, 1);

    // ===== 底部：Total number of models + 按钮 =====
    QHBoxLayout *bottomLayout = new QHBoxLayout();

    QLabel *totalLabel = new QLabel(tr("Total number of models:"), this);
    modelCountLabel = new QLabel(tr("0"), this);
    m_monteCarloCount = new QSpinBox(this);
    m_monteCarloCount->setObjectName("sensitivityMonteCarloCount");
    m_monteCarloCount->setRange(1, 100000);
    m_monteCarloCount->setValue(m_sensitiveData.getMonteCarloCount());
    m_monteCarloCount->setButtonSymbols(QAbstractSpinBox::NoButtons);
    m_monteCarloCount->setVisible(false);

    bottomLayout->addWidget(totalLabel);
    bottomLayout->addWidget(modelCountLabel);
    bottomLayout->addWidget(m_monteCarloCount);
    previewButton = new QPushButton(this);
    previewButton->setIcon(QIcon(QCoreApplication::applicationDirPath().section('/', 0, -2)
                                + "/Res/Icon/Eyes.png"));
    previewButton->setFixedSize(28, 24);
    previewButton->setToolTip(tr("Sensitivity runs"));
    bottomLayout->addWidget(previewButton);
    bottomLayout->addStretch();

    generateButton = new QPushButton(tr("Generate"), this);
    cancelButton   = new QPushButton(tr("Cancel"), this);

    bottomLayout->addWidget(generateButton);
    bottomLayout->addWidget(cancelButton);

    mainLayout->addLayout(bottomLayout);
}


void nmWxSensitive::createConnections()
{
    connect(m_monteCarloCount, SIGNAL(valueChanged(int)), this, SLOT(onVariableParamChanged()));
    connect(generateButton, SIGNAL(clicked()),
            this,           SLOT(onGenerateClicked()));
    connect(cancelButton,   SIGNAL(clicked()),
            this,           SLOT(onCancelClicked()));
    connect(previewButton, SIGNAL(clicked()), this, SLOT(onPreviewClicked()));

    connect(calculationTypeCombo, SIGNAL(currentIndexChanged(int)),
            this,                 SLOT(onCalculationTypeChanged(int)));

    connect(variablesTree, SIGNAL(itemClicked(QTreeWidgetItem*,int)),
            this,          SLOT(onTreeItemClicked(QTreeWidgetItem*,int)));
    connect(variablesTree, SIGNAL(itemChanged(QTreeWidgetItem*,int)),
            this, SLOT(onTreeItemChanged(QTreeWidgetItem*,int)));
}

void nmWxSensitive::populateTreeWidget()
{
    variablesTree->clear();

    // ===== Tested Well =====
    QTreeWidgetItem *testedWellItem = new QTreeWidgetItem(variablesTree);
    testedWellItem->setText(0, tr("Tested Well"));
    testedWellItem->setCheckState(0, Qt::Unchecked);
    testedWellItem->setFlags(testedWellItem->flags() | Qt::ItemIsUserCheckable);

    QStringList testedWellChildren;
    testedWellChildren << "Zw" << "Hw" << "Lw" << "Skin" << "C";

    int i;
    for (i = 0; i < testedWellChildren.size(); ++i) {
        QTreeWidgetItem *childItem = new QTreeWidgetItem(testedWellItem);
        childItem->setText(0, testedWellChildren.at(i));
        childItem->setCheckState(0, Qt::Unchecked);
        childItem->setFlags(childItem->flags() | Qt::ItemIsUserCheckable);
        childItem->setDisabled(!isSupportedSamplingVariable(testedWellChildren.at(i)));
    }

    // ===== Reservoir =====
    QTreeWidgetItem *reservoirItem = new QTreeWidgetItem(variablesTree);
    reservoirItem->setText(0, tr("Reservoir"));
    reservoirItem->setCheckState(0, Qt::Unchecked);
    reservoirItem->setFlags(reservoirItem->flags() | Qt::ItemIsUserCheckable);

    QStringList reservoirChildren;
    reservoirChildren << "Pi" << "k" << "h" << QString(QChar(0x03c6)) << "ntg" << "kz/kr";

    for (i = 0; i < reservoirChildren.size(); ++i) {
        QTreeWidgetItem *childItem = new QTreeWidgetItem(reservoirItem);
        childItem->setText(0, reservoirChildren.at(i));
        childItem->setCheckState(0, Qt::Unchecked);
        childItem->setFlags(childItem->flags() | Qt::ItemIsUserCheckable);
        childItem->setDisabled(!isSupportedSamplingVariable(reservoirChildren.at(i)));
    }

    // ===== Pvt =====
    QTreeWidgetItem *pvtItem = new QTreeWidgetItem(variablesTree);
    pvtItem->setText(0, tr("Pvt"));
    pvtItem->setCheckState(0, Qt::Unchecked);
    pvtItem->setFlags(pvtItem->flags() | Qt::ItemIsUserCheckable);

    QTreeWidgetItem *compressibilityItem = new QTreeWidgetItem(pvtItem);
    compressibilityItem->setText(0, tr("Total compressibility"));
    compressibilityItem->setCheckState(0, Qt::Unchecked);
    compressibilityItem->setFlags(compressibilityItem->flags() | Qt::ItemIsUserCheckable);
    compressibilityItem->setDisabled(true);

    variablesTree->expandAll();
}

void nmWxSensitive::createDetailPages()
{
    int i, j;

    // 依次为每个"叶子变量"创建一个页面，并把 index 存到 item->data 里
    for (i = 0; i < variablesTree->topLevelItemCount(); ++i) {
        QTreeWidgetItem *topItem = variablesTree->topLevelItem(i);

        for (j = 0; j < topItem->childCount(); ++j) {
            QTreeWidgetItem *childItem = topItem->child(j);
            if (childItem == nullptr) {
                continue;
            }

            QString varName = childItem->text(0);
            QWidget *page = createVariablePage(varName);

            int pageIndex = detailStack->addWidget(page);  // index 从 1 开始
            childItem->setData(0, Qt::UserRole, pageIndex);
        }
    }
}

QIcon nmWxSensitive::createTriangleIcon()
{
    QPixmap trianglePixmap(16, 16);
    trianglePixmap.fill(Qt::transparent);

    QPainter painter(&trianglePixmap);
    painter.setRenderHint(QPainter::Antialiasing, true);

    // 绘制小三角形（指向右的箭头）
    QPolygon triangle;
    triangle << QPoint(4, 6) << QPoint(4, 10) << QPoint(10, 8);
    painter.setBrush(QBrush(QColor(0, 0, 0))); // 黑色三角形
    painter.setPen(QPen(QColor(0, 0, 0), 1));
    painter.drawPolygon(triangle);

    return QIcon(trianglePixmap);
}

QWidget *nmWxSensitive::createVariablePage(const QString &varName)
{
	QWidget *page = new QWidget(this);
	QHBoxLayout *pageLayout = new QHBoxLayout(page);
	pageLayout->setContentsMargins(0, 0, 0, 0);
	pageLayout->setSpacing(0);

	// ===== 整个 Sampling 面板：QFrame + 标题栏 + 内容 =====
	QFrame *samplingPanel = new QFrame(page);
	samplingPanel->setFrameShape(QFrame::StyledPanel);
	samplingPanel->setFrameShadow(QFrame::Raised);

	QVBoxLayout *panelLayout = new QVBoxLayout(samplingPanel);
	panelLayout->setContentsMargins(0, 0, 0, 0);
	panelLayout->setSpacing(0);

	// ---- 标题栏：Sampling Xxx ----
	QWidget *header = new QWidget(samplingPanel);
	header->setFixedHeight(24);
	header->setAutoFillBackground(true);
	{
		QPalette pal = header->palette();
		pal.setColor(QPalette::Window,
			palette().color(QPalette::Midlight));
		header->setPalette(pal);
	}

	QHBoxLayout *headerLayout = new QHBoxLayout(header);
	headerLayout->setContentsMargins(6, 0, 6, 0);
	headerLayout->setSpacing(0);

	QLabel *title = new QLabel(tr("Sampling %1").arg(varName), header);
	QFont tf = title->font();
	tf.setBold(true);
	title->setFont(tf);
	headerLayout->addWidget(title);
	headerLayout->addStretch();

	panelLayout->addWidget(header);

	// ---- 内容区：左参数 + 右表格 ----
	QWidget *content = new QWidget(samplingPanel);
	QHBoxLayout *contentLayout = new QHBoxLayout(content);
	contentLayout->setContentsMargins(6, 0, 6, 6);
	contentLayout->setSpacing(12);

	// 左：参数区（GridLayout）
	QGridLayout *paramLayout = new QGridLayout();
	paramLayout->setVerticalSpacing(6);
	int row = 0;

	// Mode + Log?
	QLabel *modeLabel = new QLabel(tr("Mode"), content);
	QComboBox *modeCombo = new QComboBox(content);
	modeCombo->addItem(tr("Automatic")); // 0
	modeCombo->addItem(tr("Manual"));    // 1
	QCheckBox *logCheck = new QCheckBox(tr("Log?"), content);

	QWidget *modeRowWidget = new QWidget(content);
	QHBoxLayout *modeRowLayout = new QHBoxLayout(modeRowWidget);
	modeRowLayout->setContentsMargins(0, 0, 0, 0);
	modeRowLayout->addWidget(modeCombo);
    QComboBox* distributionCombo = new QComboBox(content);
    distributionCombo->setObjectName("sensitivityDistribution_" + varName);
    distributionCombo->addItems(QStringList() << tr("Normal") << tr("Lognormal")
        << tr("Truncated normal") << tr("Truncated lognormal") << tr("Uniform") << tr("Triangular"));
    distributionCombo->setFixedWidth(180);
    modeRowLayout->addWidget(distributionCombo);
	modeRowLayout->addWidget(logCheck);
	modeRowLayout->addStretch();

	paramLayout->addWidget(modeLabel,     row, 0);
	paramLayout->addWidget(modeRowWidget, row, 1);
	++row;

	// Number
	QLabel *numLabel = new QLabel(tr("Number"), content);
	QSpinBox *numSpin = new QSpinBox(content);
	numSpin->setRange(1, 1000);
	//numSpin->setValue(1);
	numSpin->setButtonSymbols(QAbstractSpinBox::NoButtons);

	paramLayout->addWidget(numLabel, row, 0);
	paramLayout->addWidget(numSpin,  row, 1);
	++row;

	// 模式、数量与下方采样参数之间留出约三行空白。
	int gapRow = row;
	paramLayout->setRowMinimumHeight(gapRow, numSpin->sizeHint().height() * 3);
	++row;

	// Model value + 单位
	QLabel *modelLabel = new QLabel(tr("Model value:"), content);
	QLineEdit *modelSpin = new QLineEdit(content);
	modelSpin->setObjectName("sensitivityModel_" + varName);
	// 基准值来自真实模型，只作参照；输入框支持科学计数法和完整精度。
	modelSpin->setReadOnly(true);

	QLabel *unitLabel = new QLabel(tr(""), content);  // ⭐ 单位也从数据加载

	QWidget *modelRowWidget = new QWidget(content);
	QHBoxLayout *modelRowLayout = new QHBoxLayout(modelRowWidget);
	modelRowLayout->setContentsMargins(0, 0, 0, 0);
	modelRowLayout->addWidget(modelSpin);
	modelRowLayout->addWidget(unitLabel);
	modelRowLayout->addStretch();

	paramLayout->addWidget(modelLabel,     row, 0);
	paramLayout->addWidget(modelRowWidget, row, 1);
	++row;

    // Monte-Carlo 使用独立分布字段，切回确定性方法时保留原范围与手动表格。
    QWidget* distributionPanel = new QWidget(content);
    QGridLayout* distributionLayout = new QGridLayout(distributionPanel);
    distributionLayout->setContentsMargins(0, 0, 0, 0);
    distributionLayout->setHorizontalSpacing(6);
    distributionLayout->setVerticalSpacing(0);
    distributionLayout->setColumnMinimumWidth(0, modelLabel->sizeHint().width());
    const int fieldHeight = modelSpin->sizeHint().height();
    // Mean 与三角分布的 Mode 共用一行，其余字段保持固定位置。
    distributionPanel->setFixedHeight(fieldHeight * 4 + 6 * 3);
    const QStringList distributionLabels = QStringList() << tr("Mean:") << tr("Std. dev.:")
        << tr("Mode:") << tr("Minimum:") << tr("Maximum:");
    for(int field = 0; field < 5; ++field) {
        QLineEdit* edit = new QLineEdit(distributionPanel);
        edit->setObjectName(distributionFields[field]);
        edit->setFixedSize(qMax(150, modelSpin->sizeHint().width()), fieldHeight);
        QLabel* label = new QLabel(distributionLabels[field], distributionPanel);
        label->setObjectName(QString(distributionFields[field]) + "Label");
        label->setFixedHeight(fieldHeight);
        const int fieldRow = field == 2 ? 0 : field > 2 ? field - 1 : field;
        distributionLayout->setRowMinimumHeight(fieldRow, fieldHeight + (fieldRow < 3 ? 6 : 0));
        distributionLayout->addWidget(label, fieldRow, 0, Qt::AlignTop);
        distributionLayout->addWidget(edit, fieldRow, 1, Qt::AlignTop);
        connect(edit, SIGNAL(textChanged(QString)), this, SLOT(onVariableParamChanged()));
    }
    distributionLayout->setColumnStretch(2, 1);
    paramLayout->addWidget(distributionPanel, row++, 0, 1, 2);

	// Minimum
	QLabel *minLabel = new QLabel(tr("Minimum:"), content);
	QLineEdit *minSpin = new QLineEdit(content);
	minSpin->setObjectName("sensitivityMinimum_" + varName);

	paramLayout->addWidget(minLabel, row, 0);
	paramLayout->addWidget(minSpin,  row, 1);
	++row;

	// Maximum
	QLabel *maxLabel = new QLabel(tr("Maximum:"), content);
	QLineEdit *maxSpin = new QLineEdit(content);
	maxSpin->setObjectName("sensitivityMaximum_" + varName);

	paramLayout->addWidget(maxLabel, row, 0);
	paramLayout->addWidget(maxSpin,  row, 1);
	++row;

	// 统一编辑框宽度
	int fullWidth = modelSpin->sizeHint().width();
	int editWidth = qMax(150, fullWidth);

	modeCombo->setFixedWidth(editWidth);
	numSpin->setFixedWidth(editWidth);
	modelSpin->setFixedWidth(editWidth);
	minSpin->setFixedWidth(editWidth);
	maxSpin->setFixedWidth(editWidth);

	modeCombo->setSizePolicy(QSizePolicy::Fixed, QSizePolicy::Fixed);
	numSpin->setSizePolicy(QSizePolicy::Fixed, QSizePolicy::Fixed);
	modelSpin->setSizePolicy(QSizePolicy::Fixed, QSizePolicy::Fixed);
	minSpin->setSizePolicy(QSizePolicy::Fixed, QSizePolicy::Fixed);
	maxSpin->setSizePolicy(QSizePolicy::Fixed, QSizePolicy::Fixed);

	QWidget *paramWidget = new QWidget(content);
	QVBoxLayout *leftVBox = new QVBoxLayout(paramWidget);
	leftVBox->setContentsMargins(0, 6, 0, 0);
	leftVBox->addLayout(paramLayout);
	leftVBox->addStretch();

	// 右：Values 表格（双列：箭头 + 值）
	QTableWidget *valuesTable = new QTableWidget(content);
	valuesTable->setObjectName("sensitivityValues_" + varName);
	valuesTable->setColumnCount(2);
	QStringList headers;
	headers << "" << tr("Values");
	valuesTable->setHorizontalHeaderLabels(headers);

	valuesTable->verticalHeader()->setVisible(false);
	QHeaderView *hh = valuesTable->horizontalHeader();
	hh->setResizeMode(QHeaderView::Fixed);
	hh->setHighlightSections(false);
	// 箭头列固定，数值列在下方设置为填满加宽后的表格。
	valuesTable->setColumnWidth(0, 15);
	valuesTable->setStyleSheet(
		"QHeaderView::section {"
		"    border-top: 0px;"
		"    border-left: 0px;"
		"    border-right: 1px solid lightgray;"
		"    border-bottom: 1px solid lightgray;"
		"}"
		"QTableCornerButton::section {"
		"    border-top: 0px;"
		"    border-left: 0px;"
		"    border-right: 1px solid lightgray;"
		"    border-bottom: 1px solid lightgray;"
		"}"
		);

	valuesTable->horizontalHeader()->setStretchLastSection(true);
	valuesTable->setEditTriggers(QAbstractItemView::DoubleClicked);
	valuesTable->setSelectionBehavior(QAbstractItemView::SelectRows);
	valuesTable->setSelectionMode(QAbstractItemView::NoSelection);
	valuesTable->setFocusPolicy(Qt::NoFocus);
	valuesTable->setHorizontalScrollBarPolicy(Qt::ScrollBarAlwaysOff);
	valuesTable->setShowGrid(true);

	valuesTable->setItemDelegateForColumn(1, new RightAlignDelegate(valuesTable));

	// 初始空表的列宽尚未稳定，直接固定容器宽度，不从未显示的表头反算。
	const int tableWidth = 190;
	valuesTable->setFixedWidth(tableWidth);

	QWidget *tableContainer = new QWidget(content);
	QVBoxLayout *tableLayout = new QVBoxLayout(tableContainer);
	tableLayout->setContentsMargins(0, 0, 0, 0);
	tableLayout->setSpacing(0);
	tableLayout->addWidget(valuesTable);
	tableContainer->setFixedWidth(tableWidth);

	contentLayout->addWidget(paramWidget, 1);
	contentLayout->addStretch();
	contentLayout->addWidget(tableContainer, 0, Qt::AlignRight);
    SensitivityDistributionPlot* distributionPlot = new SensitivityDistributionPlot(content);
    contentLayout->addWidget(distributionPlot, 2);

	panelLayout->addWidget(content);
	pageLayout->addWidget(samplingPanel);
	page->setEnabled(isSupportedSamplingVariable(varName));

	// ===== 保存控件指针 =====
	m_modeCombos.append(modeCombo);
	m_logChecks.append(logCheck);
	m_numSpins.append(numSpin);
	m_modelSpins.append(modelSpin);
	m_minSpins.append(minSpin);
	m_maxSpins.append(maxSpin);
	m_valueTables.append(valuesTable);
	m_unitLabels.append(unitLabel);
    m_numLabels.append(numLabel);
    m_minLabels.append(minLabel);
    m_maxLabels.append(maxLabel);
    m_distributionCombos.append(distributionCombo);
    m_distributionPanels.append(distributionPanel);
    m_distributionPlots.append(distributionPlot);
    connect(distributionCombo, SIGNAL(currentIndexChanged(int)), this, SLOT(onVariableParamChanged()));

	connect(numSpin,   SIGNAL(valueChanged(int)),
		this,      SLOT(onVariableParamChanged()));
	connect(minSpin,   SIGNAL(textChanged(QString)),
		this,      SLOT(onVariableParamChanged()));
	connect(maxSpin,   SIGNAL(textChanged(QString)),
		this,      SLOT(onVariableParamChanged()));
	connect(minSpin, SIGNAL(editingFinished()),
		this, SLOT(onSamplingEditingFinished()));
	connect(maxSpin, SIGNAL(editingFinished()),
		this, SLOT(onSamplingEditingFinished()));
	connect(modeCombo, SIGNAL(currentIndexChanged(int)),
		this,      SLOT(onVariableParamChanged()));
	connect(logCheck,  SIGNAL(toggled(bool)),
		this,      SLOT(onVariableParamChanged()));

	connect(valuesTable, SIGNAL(cellClicked(int,int)),
		this,        SLOT(onTableCellClicked(int,int)));

	return page;
}

void nmWxSensitive::updateValuesForPage(int idx)
{
    if (idx < 0 || idx >= m_numSpins.size()) return;
    const bool monteCarlo = calculationTypeCombo->currentIndex() == nmDataSensitive::CALC_MONTE_CARLO;
    m_modeCombos[idx]->setVisible(!monteCarlo);
    m_logChecks[idx]->setVisible(!monteCarlo);
    m_numLabels[idx]->setVisible(!monteCarlo);
    m_numSpins[idx]->setVisible(!monteCarlo);
    m_minLabels[idx]->setVisible(!monteCarlo);
    m_maxLabels[idx]->setVisible(!monteCarlo);
    m_minSpins[idx]->setVisible(!monteCarlo);
    m_maxSpins[idx]->setVisible(!monteCarlo);
    m_valueTables[idx]->parentWidget()->setVisible(!monteCarlo);
    m_distributionCombos[idx]->setVisible(monteCarlo);
    m_distributionPanels[idx]->setVisible(monteCarlo);
    m_distributionPlots[idx]->setVisible(monteCarlo);
    // Monte-Carlo 参数区只占所需宽度，窗口增宽时优先扩展分布图。
    QHBoxLayout* contentLayout = static_cast<QHBoxLayout*>(m_distributionPlots[idx]->parentWidget()->layout());
    contentLayout->setStretch(0, monteCarlo ? 0 : 1);
    if(monteCarlo) { updateDistributionPage(idx); return; }
    // 自动模式由范围生成只读表格；手动模式保留每行值，不因选中行而重算。
    QTableWidget* table = m_valueTables[idx];
    const bool automatic = m_modeCombos[idx]->currentIndex() == 0;
    m_minSpins[idx]->setEnabled(automatic);
    m_maxSpins[idx]->setEnabled(automatic);
    m_logChecks[idx]->setEnabled(automatic);
    const int number = m_numSpins[idx]->value();
    table->setRowCount(number);
    nmDataSensitive::VariableSampling variable;
    for (int i = 0; i < m_sensitiveData.getVariableCount(); ++i) {
        if (findVariableIndex(m_sensitiveData.getVariable(i).getVarName()) == idx) {
            variable = m_sensitiveData.getVariable(i);
            break;
        }
    }
    QVector<double> samples;
    const QString name = variable.getVarName();
    const QString unit = m_unitLabels[idx]->text();
    if (automatic) {
        bool minOk = false, maxOk = false;
        double minimum = samplingEditValue(m_minSpins[idx], &minOk);
        double maximum = samplingEditValue(m_maxSpins[idx], &maxOk);
        if (minOk && maxOk && minimum <= maximum &&
            convertSamplingValue(name, minimum, unit, samplingBaseUnit(name), minimum) &&
            convertSamplingValue(name, maximum, unit, samplingBaseUnit(name), maximum) &&
            validSamplingValue(name, minimum) && validSamplingValue(name, maximum)) {
            variable.setMode(nmDataSensitive::VariableSampling::MODE_AUTOMATIC);
            variable.setNumber(number);
            variable.setLog(m_logChecks[idx]->isChecked());
            variable.getMinValue().setValue(minimum);
            variable.getMaxValue().setValue(maximum);
            samples = variable.samplingValues();
        }
    }
    for (int row = 0; row < number; ++row) {
        QTableWidgetItem* arrow = table->item(row, 0);
        if (!arrow) { arrow = new QTableWidgetItem(); table->setItem(row, 0, arrow); }
        arrow->setFlags(Qt::ItemIsEnabled);
        arrow->setIcon(row == m_selectedValueIndex ? createTriangleIcon() : QIcon());
        QTableWidgetItem* item = table->item(row, 1);
        if (!item) { item = new QTableWidgetItem(); table->setItem(row, 1, item); }
        item->setTextAlignment(Qt::AlignRight | Qt::AlignVCenter);
        item->setFlags(automatic ? Qt::ItemIsEnabled : Qt::ItemIsEnabled | Qt::ItemIsEditable);
        if (automatic) {
            double display = row < samples.size() ? samples[row] : 0.0;
            const bool valid = row < samples.size() &&
                convertSamplingValue(name, display, samplingBaseUnit(name), unit, display);
            item->setData(Qt::UserRole, valid ? QVariant(display) : QVariant());
            item->setText(valid ? formatSamplingValue(display, 3) : QString());
        }
    }
}

bool nmWxSensitive::readDistributionPage(int idx, nmDataSensitive::VariableSampling& variable) const
{
    // 字段转换沿用现有参数单位，仅校验当前分布实际使用的字段。
    variable.m_distribution = static_cast<nmDataSensitive::VariableSampling::Distribution>(
        m_distributionCombos[idx]->currentIndex());
    variable.m_modelValue.setUnit(m_unitLabels[idx]->text());
    double* fields[] = {&variable.m_mean, &variable.m_stdDev, &variable.m_peak,
                       &variable.m_distributionMin, &variable.m_distributionMax};
    const int distribution = variable.m_distribution;
    for(int field = 0; field < 5; ++field) {
        const bool used = field < 2 ? distribution < nmDataSensitive::VariableSampling::UNIFORM
            : field == 2 ? distribution == nmDataSensitive::VariableSampling::TRIANGULAR
            : distribution >= nmDataSensitive::VariableSampling::TRUNCATED_NORMAL;
        if(!used) continue;
        bool ok = false;
        double value = samplingEditValue(m_distributionPanels[idx]->findChild<QLineEdit*>(distributionFields[field]), &ok);
        if(!ok || !qIsFinite(value) || !convertSamplingValue(variable.m_varName, value,
            m_unitLabels[idx]->text(), samplingBaseUnit(variable.m_varName), *fields[field])) return false;
    }
    return true;
}

void nmWxSensitive::updateDistributionPage(int idx)
{
    // 只隐藏所选分布不用的字段，保留各行位置；编辑时更新曲线，不提前抽样。
    const int distribution = m_distributionCombos[idx]->currentIndex();
    for(int field = 0; field < 5; ++field) {
        QWidget* edit = m_distributionPanels[idx]->findChild<QLineEdit*>(distributionFields[field]);
        const bool used = field < 2 ? distribution < nmDataSensitive::VariableSampling::UNIFORM
            : field == 2 ? distribution == nmDataSensitive::VariableSampling::TRIANGULAR
            : distribution >= nmDataSensitive::VariableSampling::TRUNCATED_NORMAL;
        edit->setVisible(used);
        m_distributionPanels[idx]->findChild<QLabel*>(QString(distributionFields[field]) + "Label")->setVisible(used);
    }
    for(int i = 0; i < m_sensitiveData.getVariableCount(); ++i) {
        nmDataSensitive::VariableSampling variable = m_sensitiveData.getVariable(i);
        if(findVariableIndex(variable.m_varName) != idx) continue;
        const bool valid = readDistributionPage(idx, variable);
        m_distributionPlots[idx]->setVariable(variable, valid);
        break;
    }
}

void nmWxSensitive::onSamplingEditingFinished()
{
    // 输入结束后截断越界范围，再按六位有效数字显示，计算仍使用原始精度。
    QLineEdit* edit = qobject_cast<QLineEdit*>(sender());
    if (m_loading || !edit) return;
    bool ok = false;
    double value = samplingEditValue(edit, &ok);
    if (!ok || !qIsFinite(value)) return;
    for (int idx = 0; idx < m_minSpins.size(); ++idx) {
        if (edit != m_minSpins[idx] && edit != m_maxSpins[idx]) continue;
        for (int i = 0; i < m_sensitiveData.getVariableCount(); ++i) {
            const QString name = m_sensitiveData.getVariable(i).getVarName();
            if (findVariableIndex(name) != idx) continue;
            double lower = 0.0, upper = 0.0;
            const QString unit = m_unitLabels[idx]->text();
            const QString baseUnit = samplingBaseUnit(name);
            if (!samplingPhysicalRange(name, lower, upper) ||
                !convertSamplingValue(name, value, unit, baseUnit, value)) return;
            value = qBound(lower, value, upper);
            if (!convertSamplingValue(name, value, baseUnit, unit, value)) return;
            setSamplingEditValue(edit, value);
            updateValuesForPage(idx);
            return;
        }
    }
}

void nmWxSensitive::onVariableParamChanged()
{
    // 数据加载时不响应控件逐项赋值，编辑时只刷新所属参数页。
    if (m_loading) return;
    // 分布设置或次数改变后，生成必须重新抽样，不能使用旧预览。
    m_sensitiveData.clearMonteCarloSamples();
    for (int i = 0; i < m_numSpins.size(); ++i) {
        if (sender() == m_numSpins[i] || sender() == m_minSpins[i] ||
            sender() == m_maxSpins[i] || sender() == m_modeCombos[i] ||
            sender() == m_logChecks[i] || sender() == m_distributionCombos[i] ||
            sender()->parent() == m_distributionPanels[i]) {
            m_selectedValueIndex = qMin(m_selectedValueIndex, m_numSpins[i]->value() - 1);
            updateValuesForPage(i);
            break;
        }
    }
    updateModelCount();
}

void nmWxSensitive::onTableCellClicked(int row, int column)
{
    Q_UNUSED(column);
    // 选中标记不改写表格内容，避免自动重算或丢失手动输入。
    m_selectedValueIndex = row;
    QTableWidget* table = qobject_cast<QTableWidget*>(sender());
    if (!table) return;
    for (int i = 0; i < table->rowCount(); ++i)
        if (table->item(i, 0))
            table->item(i, 0)->setIcon(i == row ? createTriangleIcon() : QIcon());
}

void nmWxSensitive::onTreeItemChanged(QTreeWidgetItem* item, int column)
{
    Q_UNUSED(column);
    if (m_loading) return;
    // 勾选变量改变会改变整批组合；初始化树状态时保留已有样本。
    if(item) m_sensitiveData.clearMonteCarloSamples();
    // 分组选择与子项选择双向同步，禁用的参数不参与全选和总次数。
    m_loading = true;
    variablesTree->blockSignals(true);
    if (item && item->childCount() > 0) {
        const Qt::CheckState state = item->checkState(0);
        for (int i = 0; i < item->childCount(); ++i)
            if (!item->child(i)->isDisabled()) item->child(i)->setCheckState(0, state);
    }
    for (int group = 0; group < variablesTree->topLevelItemCount(); ++group) {
        QTreeWidgetItem* parent = variablesTree->topLevelItem(group);
        int available = 0, checked = 0;
        for (int i = 0; i < parent->childCount(); ++i) {
            if (parent->child(i)->isDisabled()) continue;
            ++available;
            if (parent->child(i)->checkState(0) == Qt::Checked) ++checked;
        }
        parent->setCheckState(0, checked == 0 ? Qt::Unchecked
            : checked == available ? Qt::Checked : Qt::PartiallyChecked);
        parent->setDisabled(available == 0);
    }
    variablesTree->blockSignals(false);
    m_loading = false;
    updateModelCount();
}

void nmWxSensitive::onGenerateClicked()
{
    if(m_calculationRunning || !m_pDataManager || !saveDataFromUI()) return;
    QString error;
    QScopedPointer<nmCalculationDllPebiSolverTask> task;
    try {
        // 优先使用预览的整批样本；未预览或设置改变后才重新采样。
        if(m_sensitiveData.getCalculationType() == nmDataSensitive::CALC_MONTE_CARLO) {
            QVector<double> values;
            if(!m_sensitiveData.getRunValues(0, values) && !m_sensitiveData.resampleMonteCarlo(&error)) {
                QMessageBox::warning(this, tr("Sensitivity"), error);
                return;
            }
        }
        // 从最后成功结果恢复完整输入，当前编辑参数和全局拟压力配置不参与本次分析。
        nmCalculationDllPebiSolverTask source(QString(), m_pDataManager, QString(), nullptr, false, true);
        task.reset(source.createSensitivityBatch(m_sensitiveData, &error));
    } catch(const std::bad_alloc&) {
        error = tr("Insufficient memory to prepare solver input.");
    }
    if(!task) {
        QMessageBox::warning(this, tr("Sensitivity"), error);
        return;
    }

    m_pDataManager->updateSensitiveData(m_sensitiveData);
    // 新任务准备成功后才替换上次临时结果，准备失败仍可保留旧结果。
    delete m_pSensitivityTask;
    m_pSensitivityTask = task.take();
    m_pSensitivityTask->setParent(this);
    // 进度框和停止按钮由主窗口统一管理；接管失败时不启动本次任务。
    emit sigSensitivityTaskReady(this, m_pSensitivityTask);
    if(!m_calculationRunning) {
        delete m_pSensitivityTask;
        m_pSensitivityTask = nullptr;
    }
}

void nmWxSensitive::startSensitivityCalculation()
{
    // 读取和清理必须等 QThread 真正结束，不能由 run() 内的提前通知触发。
    connect(m_pSensitivityTask, SIGNAL(finished()),
            this, SLOT(onSensitivityFinished()), Qt::QueuedConnection);
    setCalculationRunning(true);
    // 仅关闭参数界面；控制器及任务仍存活，结束后继续保留临时计算结果。
    hide();
    m_pSensitivityTask->start();
}

void nmWxSensitive::onCancelClicked()
{
    if(m_calculationRunning && m_pSensitivityTask) {
        // 关闭或 Esc 也走主窗口现有停止路径，保持进度框的等待状态一致。
        emit sigSensitivityCancelRequested();
        return;
    }
    reject();
}

void nmWxSensitive::setCalculationRunning(bool running)
{
    // 计算过程中固定采样输入，仅保留停止操作；结束后恢复编辑与再次生成。
    m_calculationRunning = running;
    calculationTypeCombo->setEnabled(!running);
    variablesTree->setEnabled(!running);
    detailStack->setEnabled(!running);
    m_monteCarloCount->setEnabled(!running);
    previewButton->setEnabled(!running);
    cancelButton->setEnabled(!running);
    if(running) {
        generateButton->setEnabled(false);
    } else {
        updateModelCount();
    }
}

void nmWxSensitive::onSensitivityFinished()
{
    if(sender() != m_pSensitivityTask) return;
    m_pSensitivityTask->wait();
    // 数据层接管曲线后释放计算任务及网格输入，结果窗口不依赖任务存活。
    QSharedPointer<nmDataSensitive::BatchResult> batch = m_pSensitivityTask->getSensitivityBatchResult();
    delete m_pSensitivityTask;
    m_pSensitivityTask = nullptr;
    setCalculationRunning(false);
    m_sensitiveData.setResults(batch);
    m_pDataManager->publishSensitiveResults(m_sensitiveData);
    const std::vector<nmDataSensitive::RunResult>& results = batch->m_runs;
    QStringList errors;
    for(size_t i = 0; i < results.size() && errors.size() < 5; ++i) {
        const nmDataSensitive::RunResult& result = results[i];
        if(!result.m_bSucceeded && !result.m_bCancelled)
            errors.append(tr("Run %1: %2").arg(result.m_nRunIndex + 1).arg(result.m_sFailureReason));
    }
    const QString fatalError = batch->m_sFailureReason;
    // 实际计算错误仍需提示原因，取消组不作为错误报告。
    if(fatalError.isEmpty() && errors.isEmpty()) return;
    QString message = fatalError;
    if(!errors.isEmpty()) {
        if(!message.isEmpty()) message += "\n\n";
        message += errors.join("\n");
    }
    QWidget* ownerWindow = parentWidget() ? parentWidget()->window() : nullptr;
    QMessageBox::warning(ownerWindow, tr("Sensitivity"), message);
}

void nmWxSensitive::onResultsChanged()
{
    // 同步当前批次，新模型清除旧结果时也清除本地引用。
    QSharedPointer<nmDataSensitive::BatchResult> results;
    if(m_pDataManager && m_pDataManager->getSensitiveData())
        results = m_pDataManager->getSensitiveData()->getResults();
    m_sensitiveData.setResults(results);
}

void nmWxSensitive::onCalculationTypeChanged(int index)
{
    Q_UNUSED(index);
    // 复用现有参数页，切换方法只改变可见控件，不覆盖另一种方法的设置。
    if(m_loading) return;
    for(int i = 0; i < m_numSpins.size(); ++i) updateValuesForPage(i);
    updateModelCount();
}

void nmWxSensitive::onTreeItemClicked(QTreeWidgetItem* item, int column)
{
    Q_UNUSED(column);
    if (item->childCount() > 0) { detailStack->setCurrentIndex(0); return; }
    const int pageIndex = item->data(0, Qt::UserRole).toInt();
    if (pageIndex <= 0) return;
    detailStack->setCurrentIndex(pageIndex);
    // 页面切换只更新箭头，保留用户正在编辑的采样表。
    m_selectedValueIndex = 0;
    QTableWidget* table = m_valueTables[pageIndex - 1];
    for (int row = 0; row < table->rowCount(); ++row)
        if (table->item(row, 0))
            table->item(row, 0)->setIcon(row == 0 ? createTriangleIcon() : QIcon());
}

void nmWxSensitive::onPreviewClicked()
{
    if (!saveDataFromUI()) return;
    if(m_sensitiveData.getCalculationType() == nmDataSensitive::CALC_MONTE_CARLO) {
        QString error;
        if(!m_sensitiveData.resampleMonteCarlo(&error)) {
            QMessageBox::warning(this, tr("Sensitivity"), error);
            return;
        }
        // 样本已在允许范围内生成，直接显示预览。
    }
    // Saphir 风格的连续运行列表，组合数再大也不显示分页控件。
    QDialog dialog(this);
    dialog.setWindowTitle(tr("Sensitivity Runs"));
    dialog.setWindowFlags(dialog.windowFlags() & ~Qt::WindowContextHelpButtonHint);
    dialog.setMinimumSize(420, 360);
    dialog.resize(470, 650);
    QVBoxLayout* layout = new QVBoxLayout(&dialog);
    layout->setContentsMargins(16, 16, 16, 12);
    layout->setSpacing(8);
    m_previewView = new SensitivityRunsView(m_sensitiveData, createTriangleIcon(), &dialog);
    layout->addWidget(m_previewView);
    QDialogButtonBox* buttons = new QDialogButtonBox(QDialogButtonBox::Close, Qt::Horizontal, &dialog);
    buttons->setCenterButtons(true);
    buttons->button(QDialogButtonBox::Close)->setMinimumWidth(110);
    layout->addWidget(buttons);
    connect(buttons, SIGNAL(rejected()), &dialog, SLOT(reject()));
    connect(m_previewView->verticalScrollBar(), SIGNAL(actionTriggered(int)),
            this, SLOT(onPreviewScrollAction(int)));
    dialog.exec();
    m_previewView = nullptr;
}

void nmWxSensitive::onPreviewScrollAction(int action)
{
    // 将原生滚动条的单步、整屏和拖动操作转交连续列表。
    if (m_previewView) m_previewView->scrollAction(action);
}