Custom graphical devicesΒΆ
Warning
This is still very experimental, and using this may result in crashing the Python interpreter.
The C-API to R allows extension writers to implement custom graphical devices (using C). This feature was used to implement drivers to SVG or Cairo, for example (Cairo support made it later to the R codebase).
Rpy2 is exposing the creation of custome graphical devies to Python programmer, without the need for C.
To demonstrate how to implement a graphical, we consider the following example: a device that counts the number of times graphical primitives are used. This is something of very limited practical use, but enough to explain the principles.
Such a device would be implemented as follows:
import rpy2.rinterface._rpy_device as rdevice
from collections import Counter
class BeancounterDevice(rdevice.GraphicalDevice):
""" Graphical devive for R that counts the
number of times primitives are called."""
def __init__(self):
super(BeancounterDevice, self).__init__()
self._ct = Counter()
def circle(self, x, y, radius):
self._ct['circle'] += 1
def clip(self, x0, x1, y0, y1):
self._ct['clip'] += 1
def line(self, x1, y1, x2, y2):
self._ct['lines'] += 1
def mode(self, mode):
self._ct['mode'] += 1
def rect(self, x0, x1, y0, y1):
self._ct['rectangle'] += 1
def strwidth(self, text):
self._ct['strwidth'] += 1
return float(0)
def text(x, y, string, rot, hadj):
self._ct['text'] += 1
The class BeancounterDevice
can now be used as genuine
R plotting device.
from rpy2.robjects.packages import importr
dev = BeancounterDevice()
graphics = importr("graphics")
# plot into our counting device
graphics.plot(0, 0)
# Print the counts
print(dev._ct)
To implement a new custom graphical device for R, one only has to
extend the class rpy2.rinterface._rpy_device.GraphicalDevice
.
Error messages will be printed if that new device does not implement
functionalities used by R.
The Python documentation strings for the class and its methods are: