__copyright__ = "Copyright (C) 2020 Sotiris Niarchos" __license__ = """ Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. """ import numpy as np import pyopencl as cl import pyopencl.cltypes as cltypes import pyopencl.tools as cl_tools from pyopencl import mem_flags from pyopencl.tools import ( # noqa pytest_generate_tests_for_pyopencl as pytest_generate_tests) def test_struct_with_array_fields(ctx_factory): # # typedef struct { # uint x[2]; # float y; # uint z[3][4]; # } my_struct; # cl_ctx = ctx_factory() device = cl_ctx.devices[0] queue = cl.CommandQueue(cl_ctx) my_struct = np.dtype([ ("x", cltypes.uint, 2), ("y", cltypes.int), ("z", cltypes.uint, (3, 4)) ]) my_struct, cdecl = cl_tools.match_dtype_to_c_struct( device, "my_struct", my_struct ) # a random buffer of 4 structs my_struct_arr = np.array([ ([81, 24], -57, [[15, 28, 45, 7], [71, 95, 65, 84], [2, 11, 59, 9]]), ([5, 20], 47, [[15, 53, 7, 59], [73, 22, 27, 86], [59, 6, 39, 49]]), ([11, 99], -32, [[73, 83, 4, 65], [19, 21, 22, 27], [1, 55, 6, 64]]), ([57, 38], -54, [[74, 90, 38, 67], [77, 30, 99, 18], [91, 3, 63, 67]]) ], dtype=my_struct) expected_res = [] for x in my_struct_arr: expected_res.append(int(np.sum(x[0]) + x[1] + np.sum(x[2]))) expected_res = np.array(expected_res, dtype=cltypes.int) kernel_src = """%s // this kernel sums every number contained in each struct __kernel void array_structs(__global my_struct *structs, __global int *res) { int i = get_global_id(0); my_struct s = structs[i]; res[i] = s.x[0] + s.x[1] + s.y; for (int r = 0; r < 3; r++) for (int c = 0; c < 4; c++) res[i] += s.z[r][c]; }""" % cdecl mem_flags1 = mem_flags.READ_ONLY | mem_flags.COPY_HOST_PTR mem_flags2 = mem_flags.WRITE_ONLY my_struct_buf = cl.Buffer(cl_ctx, mem_flags1, hostbuf=my_struct_arr) res_buf = cl.Buffer(cl_ctx, mem_flags2, size=expected_res.nbytes) program = cl.Program(cl_ctx, kernel_src).build() kernel = program.array_structs kernel(queue, (4,), None, my_struct_buf, res_buf) res = np.empty_like(expected_res) cl.enqueue_copy(queue, res, res_buf) assert (res == expected_res).all() if __name__ == "__main__": import sys if len(sys.argv) > 1: exec(sys.argv[1]) else: from pytest import main main([__file__])