Is it possible to define custom operation that creates instances of user defined type?
NP_UDT = np.dtype([("x", np.int64), ("y", np.float64)], align=True)
UDT = gb.dtypes.register_new("UDT", NP_UDT)
v1 = gb.Vector(Point, size=10)
v1[0] = (1, 4.5) # Tuple works here
# I want to define a function that creates new UDT from int and float passed as parameters
def udt_add_op(x, y):
# When I try to use tuple here (similarly to assignment to v1[0]) it fails with exception below.
return ??? # What should be here to create new UDT(x,y) ?
BinaryOp.register_new("udt_add", udt_add_op,is_udt=True)
def v_add(v1, v2):
gb.Vector.ewise_add(v1, v2, "udt_add")
...Exception on attempt to return tuple from udt_add_op:
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "example.py", line 24, in v_add
v3 << gb.Vector.ewise_add(v1, v2, "points_add")
File "/miniconda3/lib/python3.10/site-packages/graphblas/core/vector.py", line 998, in ewise_add
return self._ewise_add(other, op)
File "/miniconda3/lib/python3.10/site-packages/graphblas/core/vector.py", line 1029, in _ewise_add
op = get_typed_op(op, self.dtype, other.dtype, kind="binary")
File "/miniconda3/lib/python3.10/site-packages/graphblas/core/operator/utils.py", line 112, in get_typed_op
return get_typed_op(
File "/miniconda3/lib/python3.10/site-packages/graphblas/core/operator/utils.py", line 43, in get_typed_op
return op._compile_udt(dtype, dtype2)
File "/miniconda3/lib/python3.10/site-packages/graphblas/core/operator/binary.py", line 609, in _compile_udt
ret_type = lookup_dtype(numba_func.overloads[sig].signature.return_type)
File "/miniconda3/lib/python3.10/site-packages/graphblas/core/dtypes.py", line 374, in lookup_dtype
raise ValueError(f"Unknown dtype: {key} of type {type(key)}")
ValueError: Unknown dtype: Tuple(Literal[int](1), float64) of type <class 'numba.core.types.containers.Tuple'>
Is it possible to define custom operation that creates instances of user defined type?
Exception on attempt to return tuple from
udt_add_op: