Qt 5.8 | Qt Data Visualization | Qt Quick 2 Axis Formatter Example

Qt 5.8.0 Reference Documentation

# Qt Quick 2 Axis Formatter Example

The Qt Quick axis formatter example shows how to use predefined axis formatters and how to create a custom one.

The interesting thing about this example is axis formatters, so we'll concentrate on that and skip explaining the basic functionality - for more detailed QML example documentation, see Qt Quick 2 Scatter Example.

## Running the Example

To run the example from Qt Creator, open the Welcome mode and select the example from Examples. For more information, visit Building and Running an Example.

## Custom Axis Formatter

Customizing axis formatters requires subclassing the QValue3DAxisFormatter, which cannot be done in QML code alone. In this example we want an axis that interprets the float values as a timestamp and shows the date in the axis labels. To achieve this, we introduce a new class called `CustomFormatter`, which subclasses the QValue3DAxisFormatter:

      class CustomFormatter : public QValue3DAxisFormatter
      {
      ...

Since float values of a QScatter3DSeries cannot be directly cast into QDateTime values due to difference in data width, we need some sort of mapping between the two. We chose to do the mapping by specifying an origin date for the formatter and interpreting the float values from the QScatter3DSeries as date offsets to that origin value. The origin date is given as a property:

      Q_PROPERTY(QDate originDate READ originDate WRITE setOriginDate NOTIFY originDateChanged)

The mapping from value to QDateTime is done using `valueToDateTime()` method:

      QDateTime CustomFormatter::valueToDateTime(qreal value) const
      {
          return QDateTime(m_originDate).addMSecs(qint64(oneDayMs * value));
      }

To function as an axis formatter, our `CustomFormatter` needs to reimplement some virtual methods:

      virtual QValue3DAxisFormatter *createNewInstance() const;
      virtual void populateCopy(QValue3DAxisFormatter &copy) const;
      virtual void recalculate();
      virtual QString stringForValue(qreal value, const QString &format) const;

The first two are simple, we just create a new instance of `CustomFormatter` and copy the necessary data over to it. These two methods are used to create and update a cache of formatter for rendering purposes. It is important to remember to call the superclass implementation of `populateCopy()`:

      QValue3DAxisFormatter *CustomFormatter::createNewInstance() const
      {
          return new CustomFormatter();
      }

      void CustomFormatter::populateCopy(QValue3DAxisFormatter &copy) const
      {
          QValue3DAxisFormatter::populateCopy(copy);

          CustomFormatter *customFormatter = static_cast<CustomFormatter *>(&copy);
          customFormatter->m_originDate = m_originDate;
          customFormatter->m_selectionFormat = m_selectionFormat;
      }

Bulk of the work done by `CustomFormatter` is done in the `recalculate()` method, where our formatter calculates the grid, subgrid, and label positions, as well as formats the label strings. In our custom formatter we ignore the segment count of the axis and draw a grid line always at midnight. Subsegment count and label positioning is handled normally:

      void CustomFormatter::recalculate()
      {
          // We want our axis to always have gridlines at date breaks

          // Convert range into QDateTimes
          QDateTime minTime = valueToDateTime(qreal(axis()->min()));
          QDateTime maxTime = valueToDateTime(qreal(axis()->max()));

          // Find out the grid counts
          QTime midnight(0, 0);
          QDateTime minFullDate(minTime.date(), midnight);
          int gridCount = 0;
          if (minFullDate != minTime)
              minFullDate = minFullDate.addDays(1);
          QDateTime maxFullDate(maxTime.date(), midnight);

          gridCount += minFullDate.daysTo(maxFullDate) + 1;
          int subGridCount = axis()->subSegmentCount() - 1;

          // Reserve space for position arrays and label strings
          gridPositions().resize(gridCount);
          subGridPositions().resize((gridCount + 1) * subGridCount);
          labelPositions().resize(gridCount);
          labelStrings().reserve(gridCount);

          // Calculate positions and format labels
          qint64 startMs = minTime.toMSecsSinceEpoch();
          qint64 endMs = maxTime.toMSecsSinceEpoch();
          qreal dateNormalizer = endMs - startMs;
          qreal firstLineOffset = (minFullDate.toMSecsSinceEpoch() - startMs) / dateNormalizer;
          qreal segmentStep = oneDayMs / dateNormalizer;
          qreal subSegmentStep = 0;
          if (subGridCount > 0)
              subSegmentStep = segmentStep / qreal(subGridCount + 1);

          for (int i = 0; i < gridCount; i++) {
              qreal gridValue = firstLineOffset + (segmentStep * qreal(i));
              gridPositions()[i] = float(gridValue);
              labelPositions()[i] = float(gridValue);
              labelStrings() << minFullDate.addDays(i).toString(axis()->labelFormat());
          }

          for (int i = 0; i <= gridCount; i++) {
              if (subGridPositions().size()) {
                  for (int j = 0; j < subGridCount; j++) {
                      float position;
                      if (i)
                          position =  gridPositions().at(i - 1) + subSegmentStep * (j + 1);
                      else
                          position =  gridPositions().at(0) - segmentStep + subSegmentStep * (j + 1);
                      if (position > 1.0f || position < 0.0f)
                          position = gridPositions().at(0);
                      subGridPositions()[i * subGridCount + j] = position;
                  }
              }
          }
      }

The axis labels are formatted to show only the date, but for selection label we want little more resolution for the timestamp, so we specify another property for our custom formatter to allow user to customize it:

      Q_PROPERTY(QString selectionFormat READ selectionFormat WRITE setSelectionFormat NOTIFY selectionFormatChanged)

This selection format property is used in the reimplemented `stringToValue` method, where we ignore the submitted format and substitute the custom selection format for it:

      QString CustomFormatter::stringForValue(qreal value, const QString &format) const
      {
          Q_UNUSED(format)

          return valueToDateTime(value).toString(m_selectionFormat);
      }

To expose our new custom formatter to the QML, we must declare and register it:

      Q_DECLARE_METATYPE(CustomFormatter *)
      ...
      qmlRegisterType<CustomFormatter>("CustomFormatter", 1, 0, "CustomFormatter");

## QML

In the QML codes, we define a different axis for each dimension:

      axisZ: valueAxis
      axisY: logAxis
      axisX: dateAxis

Z-axis is just a regular ValueAxis3D:

      ValueAxis3D {
          id: valueAxis
          segmentCount: 5
          subSegmentCount: 2
          labelFormat: "%.2f"
          min: 0
          max: 10
      }

For the Y-axis we define a logarithmic axis. ValueAxis3D can be made to show logarithmic scale by specifying LogValueAxis3DFormatter for `formatter` property of the axis:

      ValueAxis3D {
          id: logAxis
          formatter: LogValueAxis3DFormatter {
              id: logAxisFormatter
              base: 10
              autoSubGrid: true
              showEdgeLabels: true
          }
          labelFormat: "%.2f"
      }

And finally, for the X-axis we use our new `CustomFormatter`:

      ValueAxis3D {
          id: dateAxis
          formatter: CustomFormatter {
              originDate:  "2014-01-01"
              selectionFormat: "yyyy-MM-dd HH:mm:ss"
          }
          subSegmentCount: 2
          labelFormat: "yyyy-MM-dd"
          min: 0
          max: 14
      }

Rest of the application consists of fairly self-explanatory logic for modifying the axes and showing the graph.

Files:

- qmlaxisformatter/customformatter.cpp
- qmlaxisformatter/customformatter.h
- qmlaxisformatter/qml/qmlaxisformatter/Data.qml
- qmlaxisformatter/qml/qmlaxisformatter/NewButton.qml
- qmlaxisformatter/qml/qmlaxisformatter/main.qml
- qmlaxisformatter/main.cpp
- qmlaxisformatter/qmlaxisformatter.pro
- qmlaxisformatter/qmlaxisformatter.qrc