ScatterPlotItem.py 文件源码

def dataBounds(self, ax, frac=1.0, orthoRange=None):
        if frac >= 1.0 and orthoRange is None and self.bounds[ax] is not None:
            return self.bounds[ax]

        #self.prepareGeometryChange()
        if self.data is None or len(self.data) == 0:
            return (None, None)

        if ax == 0:
            d = self.data['x']
            d2 = self.data['y']
        elif ax == 1:
            d = self.data['y']
            d2 = self.data['x']

        if orthoRange is not None:
            mask = (d2 >= orthoRange[0]) * (d2 <= orthoRange[1])
            d = d[mask]
            d2 = d2[mask]

        if frac >= 1.0:
            self.bounds[ax] = (np.nanmin(d) - self._maxSpotWidth*0.7072, np.nanmax(d) + self._maxSpotWidth*0.7072)
            return self.bounds[ax]
        elif frac <= 0.0:
            raise Exception("Value for parameter 'frac' must be > 0. (got %s)" % str(frac))
        else:
            mask = np.isfinite(d)
            d = d[mask]
            return np.percentile(d, [50 * (1 - frac), 50 * (1 + frac)])