一、可以实现的图

相对于其他绘制图表的第三方库来说,QCustomPlot算是比较轻量的,不仅仅能实现功能,而且二次开发比较容易。下面我们来具体说下他可以实现那些图

  1. QCPGraph:折线图,LineStyle枚举可以设置折线图绘制的风格,主要区别是两点间连线的方式,常规的方式就是直连,其他还有L型、Z型等,如图1所示,都是折线图,只是设置了不同的折线参数;QCPScatterStyle枚举用于设置节点类型,包括:圆形、三角形等,如图2所示。
  2. QCPBars:柱状图,如图3所示
  3. QCPFinancial:蜡烛图,主要用于展示股票k线图,如图4所示。
  4. 其他图表还包括:色谱图(QCPColorMap)、统计箱(QCPStatisticalBox)、参数曲线(QCPCurve),这几个图我就不单独贴图说明了,想看效果的同学可以去QCustomplot使用分享(一) 能做什么事查看。

二、效果预览

这里我在单独贴出来QCustomPlot可以实现的图表,或者点击QCustomplot使用分享(一) 能做什么事,这篇文章里有一个gif图,图中包含所有的图。

图1 折线图

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" alt="" width="609" height="295" />

图2 折线图

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" alt="" width="648" height="260" />

图3 柱状图

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" alt="" width="655" height="312" />

图4 蜡烛图

三、数据存储

因为本篇文章是基于QCustomPlot2.0.0beta版本分析,如果有同学发现和自己手头的源码有出入,首先看下源码版本是否一致,如果源码版本一致,但是和我说的有出入,欢迎指正。

一个关键的模板类QCPDataContainer,提供了一些基础的数据操作方法,例如:设置数据、新增数据、按键移除数据、清空、排序和查找等一些的方法,这个类出现的原因主要在于图和图仅仅是存储的数据类型不同,但是他们对这些数据操作时的接口基本相同,而这个类的功能就是把这些公有的接口提取出来,如果那个图表需要这样的数据存储,只需要用这个类来存储,类的模板参数指明具体的存储数据类型即可。

因为不同的表只是数据存储格式不一样,而他们对数据的接口操作已经被QCPDataContainer类抽象到一起了,比如:折线图数据存储类QCPGraphData、柱状图数据存储类QCPBarsData等,当他们使用数据存储的时候会像这样QCPDataContainer<QCPGraphData>和QCPDataContainer<QCPBarsData>来声明对象。

这个时候呢抽象还没有结束,因为所有的绘图类仅仅是提供的接口参数不一样,就像最终存储数据的结构不一样似的,比如折线图可能会像addData(QCPGraphData),柱状图可能会像addData(QCPBarsData),但是这些接口里实现的时候调用的操作完全是一样的,这个时候又出现了一个操作的抽象接口类QCPPlottableInterface1D,这个类的实现类是QCPAbstractPlottable1D,其中包含了一个QCPDataContainer指针,存储着具体的图表类型数据,他的声明可能会像下边这样

 template <class DataType>//该类在被继承的时候初始化该参数,一般设置为图表存储的数据类型
class QCP_LIB_DECL QCPAbstractPlottable1D : public QCPAbstractPlottable, public QCPPlottableInterface1D
{
// No Q_OBJECT macro due to template class public:
QCPAbstractPlottable1D(QCPAxis *keyAxis, QCPAxis *valueAxis);
virtual ~QCPAbstractPlottable1D(); // virtual methods of 1d plottable interface:
virtual int dataCount() const;
virtual double dataMainKey(int index) const;
virtual double dataSortKey(int index) const;
virtual double dataMainValue(int index) const;
virtual QCPRange dataValueRange(int index) const;
virtual QPointF dataPixelPosition(int index) const;
virtual bool sortKeyIsMainKey() const;
virtual QCPDataSelection selectTestRect(const QRectF &rect, bool onlySelectable) const;
virtual int findBegin(double sortKey, bool expandedRange = true) const;
virtual int findEnd(double sortKey, bool expandedRange = true) const; // virtual methods:
virtual double selectTest(const QPointF &pos, bool onlySelectable, QVariant *details = ) const;
virtual QCPPlottableInterface1D *interface1D() { return this; } protected:
// property members:
QSharedPointer<QCPDataContainer<DataType> > mDataContainer;//数据存储容器,提供了绝大多数的操作 // helpers for subclasses:
void getDataSegments(QList<QCPDataRange> &selectedSegments, QList<QCPDataRange> &unselectedSegments) const;
void drawPolyline(QCPPainter *painter, const QVector<QPointF> &lineData) const; private:
Q_DISABLE_COPY(QCPAbstractPlottable1D)
};

说到这里可能大家还是迷迷糊糊,那么接下来我们就上一个QCPGraph类的添加数据接口代码展示,大家一看就一目了然了。虽然QCPDataContainer容器类给我们提供了很多接口,但是有些接口的返回值我们是拿不到的,比如说begine和end指针地址,但是QCPPlottableInterface1D类帮助我们拿到了,因为我们所有的图表类都是该类的子类,我们都可以使用其中的方法,具体的可以自行查看QCPPlottableInterface1D接口类的实现类QCPAbstractPlottable1D

 void QCPGraph::addData(const QVector<double> &keys, const QVector<double> &values, bool alreadySorted)
{
if (keys.size() != values.size())
qDebug() << Q_FUNC_INFO << "keys and values have different sizes:" << keys.size() << values.size();
const int n = qMin(keys.size(), values.size());
QVector<QCPGraphData> tempData(n);
QVector<QCPGraphData>::iterator it = tempData.begin();
const QVector<QCPGraphData>::iterator itEnd = tempData.end();
int i = ;
while (it != itEnd)
{
it->key = keys[i];
it->value = values[i];
++it;
++i;
}
mDataContainer->add(tempData, alreadySorted); // 这个add接口其实就是QCPDataContainer类提供的,
}  

上边的这个数据存储抽象其实在QCustomPlot1.3.2发布版本中是没有的,不过我觉着这一部分做的挺不错的,不仅简化了代码,而且可维护性更强。

四、一个简单的示例

QCustomPlot的接口封装还是比较易懂的,那我在这里也就不一一举例说明每个图表的使用方法了,下面是折线图的简单用法,对应的效果图是图1

     ui.widget_12->legend->setVisible(true);
ui.widget_12->legend->setFont(QFont("Helvetica", ));
QPen pen;
QStringList lineNames;//设置图例的文本
lineNames << "lsNone" << "lsLine" << "lsStepLeft" << "lsStepRight" << "lsStepCenter" << "lsImpulse";
// add graphs with different line styles:
for (int i = QCPGraph::lsNone; i <= QCPGraph::lsImpulse; ++i)
{
ui.widget_12->addGraph();
pen.setColor(QColor(qSin(i * + 1.2) * + , qSin(i*0.3 + ) * + , qSin(i*0.3 + 1.5) * + ));
ui.widget_12->graph()->setPen(pen);
ui.widget_12->graph()->setName(lineNames.at(i - QCPGraph::lsNone));
ui.widget_12->graph()->setLineStyle((QCPGraph::LineStyle)i);//设置线性
ui.widget_12->graph()->setScatterStyle(QCPScatterStyle(QCPScatterStyle::ssCircle, ));//设置每个节点数据绘制风格,默认是空,这里设置为空心圆
// generate data:
QVector<double> x(), y();
for (int j = ; j < ; ++j)
{
x[j] = j / 15.0 * * 3.14 + 0.01;
y[j] = * qSin(x[j]) / x[j] - (i - QCPGraph::lsNone) * + (QCPGraph::lsImpulse) * + ;
}
ui.widget_12->graph()->setData(x, y);
ui.widget_12->graph()->rescaleAxes(true);//坐标轴自适应
}
// zoom out a bit:
ui.widget_12->yAxis->scaleRange(1.1, ui.widget_12->yAxis->range().center());
ui.widget_12->xAxis->scaleRange(1.1, ui.widget_12->xAxis->range().center());
// set blank axis lines:
ui.widget_12->xAxis->setTicks(false);//x轴不显示刻度
ui.widget_12->yAxis->setTicks(true);//y轴显示刻度
ui.widget_12->xAxis->setTickLabels(false);//x轴不显示文本
ui.widget_12->yAxis->setTickLabels(true);//y轴显示文本
// make top right axes clones of bottom left axes:
ui.widget_12->axisRect()->setupFullAxesBox();一个默认的坐标轴矩形配置,包括:顶部坐标轴跟随底部坐标轴同步、右侧坐标轴跟随左侧坐标轴同步,不仅仅是坐标轴范围跟随同步,包括文本精度、文本格式、坐标轴类型、是否自动生成刻度、刻度间距等等。

五、相关文章

QCustomplot使用分享(一) 能做什么事

QCustomplot使用分享(二) 源码解读

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