Cython - Memoryview Of A Dynamic 2d C++array
The Goal: Get a Memoryview from a 2D C++ char array using Cython. A little background: I have a native C++ library which generates some data and returns it via a char** to the Cyth
Solution 1:
The Answer :
Manually implement the buffer-protocol:
The wrapper class which wraps the unsigned char**
and implements the buffer-protocol (Indirect2DArray.pyx):
cdefclass Indirect2DArray:
cdefPy_ssize_tlen
cdefunsigned char** raw_data
cdefndim
cdefPy_ssize_t item_size
cdefPy_ssize_t strides[2]
cdefPy_ssize_t shape[2]
cdefPy_ssize_t suboffsets[2]
def__cinit__(self,int nrows,int ncols):
self.ndim = 2
self.len = nrows * ncols
self.item_size = sizeof(unsigned char)
self.shape[0] = nrows
self.shape[1] = ncols
self.strides[0] = sizeof(void*)
self.strides[1] = sizeof(unsigned char)
self.suboffsets[0] = 0
self.suboffsets[1] = -1
cdefset_raw_data(self, unsigned char** raw_data):
self.raw_data = raw_data
def__getbuffer__(self,Py_buffer * buffer, int flags):
if self.raw_data is NULL:
raise Exception("raw_data was NULL when calling __getbuffer__ Use set_raw_data(...) before the buffer is requested!")
buffer.buf = <void*> self.raw_data
buffer.obj = self
buffer.ndim = self.ndim
buffer.len = self.len
buffer.itemsize = self.item_size
buffer.shape = self.shape
buffer.strides = self.strides
buffer.suboffsets = self.suboffsets
buffer.format = "B"# unsigbed bytesdef__releasebuffer__(self, Py_buffer * buffer):
print("CALL TO __releasebuffer__")
Note: I wasn't able to pass the raw pointer via the wrapper's constructor so I had to use a seperate cdef-function to set set the pointer
Here's its usage:
deftest_wrapper(self):
cdefnrows= 10000
cdefncols = 81
cdefunsigned char** raw_pointer = self.raw_data
wrapper = Indirect2DArray(nrows,ncols)
wrapper.set_raw_data(raw_pointer)
# now create the memoryview:
cdefunsigned char[::view.indirect_contiguous, ::1] view = wrapper
# print some slices print(list(view[0,0:30]))
print(list(view[1,0:30]))
print(list(view[2,0:30]))
producing the following output:
[1, 2, 3, 4, 5, 6, 7, 8, 9, 4, 5, 6, 7, 8, 9, 1, 2, 3, 7, 8, 9, 1, 2, 3, 4, 5, 6, 2, 1, 4]
[2, 1, 3, 4, 5, 6, 7, 8, 9, 4, 5, 6, 7, 8, 9, 1, 2, 3, 7, 8, 9, 1, 2, 3, 4, 5, 6, 1, 2, 4]
[3, 1, 2, 4, 5, 6, 7, 8, 9, 4, 5, 6, 7, 8, 9, 1, 2, 3, 7, 8, 9, 1, 2, 3, 4, 5, 6, 1, 2, 3]
This is exactly what I expected. Thanks to all who helped me
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