forked from M-Labs/nac3
core/ndstrides: add more ScalarOrNDArray and NDArrayObject utils
This commit is contained in:
parent
75ba01d547
commit
19ee579226
|
@ -25,7 +25,7 @@ use crate::{
|
|||
CodeGenContext, CodeGenerator,
|
||||
},
|
||||
toplevel::{helper::extract_ndims, numpy::unpack_ndarray_var_tys},
|
||||
typecheck::typedef::Type,
|
||||
typecheck::typedef::{Type, TypeEnum},
|
||||
};
|
||||
|
||||
use super::{any::AnyObject, tuple::TupleObject};
|
||||
|
@ -485,6 +485,22 @@ impl<'ctx> NDArrayObject<'ctx> {
|
|||
|
||||
TupleObject::from_objects(generator, ctx, objects)
|
||||
}
|
||||
|
||||
/// Create an unsized ndarray to contain `object`.
|
||||
pub fn make_unsized<G: CodeGenerator + ?Sized>(
|
||||
generator: &mut G,
|
||||
ctx: &mut CodeGenContext<'ctx, '_>,
|
||||
object: AnyObject<'ctx>,
|
||||
) -> NDArrayObject<'ctx> {
|
||||
// We have to put the value on the stack to get a data pointer.
|
||||
let data = ctx.builder.build_alloca(object.value.get_type(), "make_unsized").unwrap();
|
||||
ctx.builder.build_store(data, object.value).unwrap();
|
||||
let data = Ptr(Int(Byte)).pointer_cast(generator, ctx, data);
|
||||
|
||||
let ndarray = NDArrayObject::alloca(generator, ctx, object.ty, 0);
|
||||
ndarray.instance.set(ctx, |f| f.data, data);
|
||||
ndarray
|
||||
}
|
||||
}
|
||||
|
||||
/// A convenience enum for implementing functions that acts on scalars or ndarrays or both.
|
||||
|
@ -494,7 +510,50 @@ pub enum ScalarOrNDArray<'ctx> {
|
|||
NDArray(NDArrayObject<'ctx>),
|
||||
}
|
||||
|
||||
impl<'ctx> TryFrom<&ScalarOrNDArray<'ctx>> for AnyObject<'ctx> {
|
||||
type Error = ();
|
||||
|
||||
fn try_from(value: &ScalarOrNDArray<'ctx>) -> Result<Self, Self::Error> {
|
||||
match value {
|
||||
ScalarOrNDArray::Scalar(scalar) => Ok(*scalar),
|
||||
ScalarOrNDArray::NDArray(_ndarray) => Err(()),
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
impl<'ctx> TryFrom<&ScalarOrNDArray<'ctx>> for NDArrayObject<'ctx> {
|
||||
type Error = ();
|
||||
|
||||
fn try_from(value: &ScalarOrNDArray<'ctx>) -> Result<Self, Self::Error> {
|
||||
match value {
|
||||
ScalarOrNDArray::Scalar(_scalar) => Err(()),
|
||||
ScalarOrNDArray::NDArray(ndarray) => Ok(*ndarray),
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
impl<'ctx> ScalarOrNDArray<'ctx> {
|
||||
/// Split on `object` either into a scalar or an ndarray.
|
||||
///
|
||||
/// If `object` is an ndarray, [`ScalarOrNDArray::NDArray`].
|
||||
///
|
||||
/// For everything else, it is wrapped with [`ScalarOrNDArray::Scalar`].
|
||||
pub fn split_object<G: CodeGenerator + ?Sized>(
|
||||
generator: &mut G,
|
||||
ctx: &mut CodeGenContext<'ctx, '_>,
|
||||
object: AnyObject<'ctx>,
|
||||
) -> ScalarOrNDArray<'ctx> {
|
||||
match &*ctx.unifier.get_ty(object.ty) {
|
||||
TypeEnum::TObj { obj_id, .. }
|
||||
if *obj_id == ctx.primitives.ndarray.obj_id(&ctx.unifier).unwrap() =>
|
||||
{
|
||||
let ndarray = NDArrayObject::from_object(generator, ctx, object);
|
||||
ScalarOrNDArray::NDArray(ndarray)
|
||||
}
|
||||
_ => ScalarOrNDArray::Scalar(object),
|
||||
}
|
||||
}
|
||||
|
||||
/// Get the underlying [`BasicValueEnum<'ctx>`] of this [`ScalarOrNDArray`].
|
||||
#[must_use]
|
||||
pub fn to_basic_value_enum(self) -> BasicValueEnum<'ctx> {
|
||||
|
@ -503,4 +562,27 @@ impl<'ctx> ScalarOrNDArray<'ctx> {
|
|||
ScalarOrNDArray::NDArray(ndarray) => ndarray.instance.value.as_basic_value_enum(),
|
||||
}
|
||||
}
|
||||
|
||||
/// Convert this [`ScalarOrNDArray`] to an ndarray - behaves like `np.asarray`.
|
||||
/// - If this is an ndarray, the ndarray is returned.
|
||||
/// - If this is a scalar, this function returns new ndarray created with [`NDArrayObject::make_unsized`].
|
||||
pub fn to_ndarray<G: CodeGenerator + ?Sized>(
|
||||
&self,
|
||||
generator: &mut G,
|
||||
ctx: &mut CodeGenContext<'ctx, '_>,
|
||||
) -> NDArrayObject<'ctx> {
|
||||
match self {
|
||||
ScalarOrNDArray::NDArray(ndarray) => *ndarray,
|
||||
ScalarOrNDArray::Scalar(scalar) => NDArrayObject::make_unsized(generator, ctx, *scalar),
|
||||
}
|
||||
}
|
||||
|
||||
/// Get the dtype of the ndarray created if this were called with [`ScalarOrNDArray::to_ndarray`].
|
||||
#[must_use]
|
||||
pub fn get_dtype(&self) -> Type {
|
||||
match self {
|
||||
ScalarOrNDArray::NDArray(ndarray) => ndarray.dtype,
|
||||
ScalarOrNDArray::Scalar(scalar) => scalar.ty,
|
||||
}
|
||||
}
|
||||
}
|
||||
|
|
Loading…
Reference in New Issue