subsurface/stats/statsview.h
Robert C. Helling d6712bc5ac Plot proper confidence regions
I was coninced that that rather than doing an order of
magnitude estimate of the confidence region it's better
to have the correct concave shapes that indicate the
95% confidence level for the regression line.

It also turned out that the previous expression was
missing a factor of 1/sqrt(n).

Signed-off-by: Robert C. Helling <helling@atdotde.de>
2021-01-14 20:51:23 +01:00

165 lines
6 KiB
C++

// SPDX-License-Identifier: GPL-2.0
#ifndef STATS_VIEW_H
#define STATS_VIEW_H
#include "statsstate.h"
#include <memory>
#include <QFont>
#include <QGraphicsScene>
#include <QImage>
#include <QPainter>
#include <QQuickItem>
#include <QGraphicsPolygonItem>
struct dive;
struct StatsBinner;
struct StatsBin;
struct StatsState;
struct StatsVariable;
class QGraphicsLineItem;
class QGraphicsSimpleTextItem;
class StatsSeries;
class CategoryAxis;
class CountAxis;
class HistogramAxis;
class StatsAxis;
class StatsGrid;
class Legend;
class QSGTexture;
enum class ChartSubType : int;
enum class StatsOperation : int;
struct regression_data {
double a,b;
double res2, r2, sx2, xavg;
int n;
};
class StatsView : public QQuickItem {
Q_OBJECT
public:
StatsView();
StatsView(QQuickItem *parent);
~StatsView();
void plot(const StatsState &state);
private slots:
void replotIfVisible();
private:
// QtQuick related things
QRectF plotRect;
QSGNode *updatePaintNode(QSGNode *oldNode, QQuickItem::UpdatePaintNodeData *updatePaintNodeData) override;
std::unique_ptr<QImage> img;
std::unique_ptr<QPainter> painter;
QGraphicsScene scene;
std::unique_ptr<QSGTexture> texture;
void plotAreaChanged(const QSizeF &size);
void reset(); // clears all series and axes
void setAxes(StatsAxis *x, StatsAxis *y);
void plotBarChart(const std::vector<dive *> &dives,
ChartSubType subType,
const StatsVariable *categoryVariable, const StatsBinner *categoryBinner,
const StatsVariable *valueVariable, const StatsBinner *valueBinner, bool labels, bool legend);
void plotValueChart(const std::vector<dive *> &dives,
ChartSubType subType,
const StatsVariable *categoryVariable, const StatsBinner *categoryBinner,
const StatsVariable *valueVariable, StatsOperation valueAxisOperation, bool labels);
void plotDiscreteCountChart(const std::vector<dive *> &dives,
ChartSubType subType,
const StatsVariable *categoryVariable, const StatsBinner *categoryBinner, bool labels);
void plotPieChart(const std::vector<dive *> &dives,
const StatsVariable *categoryVariable, const StatsBinner *categoryBinner, bool labels, bool legend);
void plotDiscreteBoxChart(const std::vector<dive *> &dives,
const StatsVariable *categoryVariable, const StatsBinner *categoryBinner, const StatsVariable *valueVariable);
void plotDiscreteScatter(const std::vector<dive *> &dives,
const StatsVariable *categoryVariable, const StatsBinner *categoryBinner,
const StatsVariable *valueVariable, bool quartiles);
void plotHistogramCountChart(const std::vector<dive *> &dives,
ChartSubType subType,
const StatsVariable *categoryVariable, const StatsBinner *categoryBinner,
bool labels, bool showMedian, bool showMean);
void plotHistogramValueChart(const std::vector<dive *> &dives,
ChartSubType subType,
const StatsVariable *categoryVariable, const StatsBinner *categoryBinner,
const StatsVariable *valueVariable, StatsOperation valueAxisOperation, bool labels);
void plotHistogramStackedChart(const std::vector<dive *> &dives,
ChartSubType subType,
const StatsVariable *categoryVariable, const StatsBinner *categoryBinner,
const StatsVariable *valueVariable, const StatsBinner *valueBinner, bool labels, bool legend);
void plotHistogramBoxChart(const std::vector<dive *> &dives,
const StatsVariable *categoryVariable, const StatsBinner *categoryBinner, const StatsVariable *valueVariable);
void plotScatter(const std::vector<dive *> &dives, const StatsVariable *categoryVariable, const StatsVariable *valueVariable);
void setTitle(const QString &);
void updateTitlePos(); // After resizing, set title to correct position
void plotChart();
template <typename T, class... Args>
T *createSeries(Args&&... args);
template <typename T, class... Args>
T *createAxis(const QString &title, Args&&... args);
template<typename T>
CategoryAxis *createCategoryAxis(const QString &title, const StatsBinner &binner,
const std::vector<T> &bins, bool isHorizontal);
template<typename T>
HistogramAxis *createHistogramAxis(const QString &title, const StatsBinner &binner,
const std::vector<T> &bins, bool isHorizontal);
CountAxis *createCountAxis(int maxVal, bool isHorizontal);
// Helper functions to add feature to the chart
void addLineMarker(double pos, double low, double high, const QPen &pen, bool isHorizontal);
// A short line used to mark quartiles
struct QuartileMarker {
std::unique_ptr<QGraphicsLineItem> item;
StatsAxis *xAxis, *yAxis;
double pos, value;
QuartileMarker(double pos, double value, QGraphicsScene *scene, StatsAxis *xAxis, StatsAxis *yAxis);
void updatePosition();
};
// A regression line
struct RegressionLine {
std::unique_ptr<QGraphicsPolygonItem> item;
StatsAxis *xAxis, *yAxis;
const struct regression_data reg;
void updatePosition();
RegressionLine(const struct regression_data reg, QBrush brush, QGraphicsScene *scene, StatsAxis *xAxis, StatsAxis *yAxis);
};
// A line marking median or mean in histograms
struct HistogramMarker {
std::unique_ptr<QGraphicsLineItem> item;
StatsAxis *xAxis, *yAxis;
double val;
bool horizontal;
void updatePosition();
HistogramMarker(double val, bool horizontal, QPen pen, QGraphicsScene *scene, StatsAxis *xAxis, StatsAxis *yAxis);
};
void addLinearRegression(const struct regression_data reg, StatsAxis *xAxis, StatsAxis *yAxis);
void addHistogramMarker(double pos, const QPen &pen, bool isHorizontal, StatsAxis *xAxis, StatsAxis *yAxis);
StatsState state;
QFont titleFont;
std::vector<std::unique_ptr<StatsAxis>> axes;
std::unique_ptr<StatsGrid> grid;
std::vector<std::unique_ptr<StatsSeries>> series;
std::unique_ptr<Legend> legend;
std::vector<QuartileMarker> quartileMarkers;
std::vector<RegressionLine> regressionLines;
std::vector<HistogramMarker> histogramMarkers;
std::unique_ptr<QGraphicsSimpleTextItem> title;
StatsSeries *highlightedSeries;
StatsAxis *xAxis, *yAxis;
void hoverEnterEvent(QHoverEvent *event) override;
void hoverMoveEvent(QHoverEvent *event) override;
};
#endif