forked from M-Labs/nac3
[core] codegen: Implement ScalarOrNDArray and use it in indexing
Based on 8f9d2d82
: core/ndstrides: implement ndarray indexing.
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438943ac6f
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@ -34,7 +34,8 @@ use super::{
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},
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types::{ndarray::NDArrayType, ListType},
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values::{
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ndarray::NDArrayValue, ArrayLikeIndexer, ArrayLikeValue, ListValue, ProxyValue, RangeValue,
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ndarray::{NDArrayValue, RustNDIndex},
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ArrayLikeIndexer, ArrayLikeValue, ListValue, ProxyValue, RangeValue,
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TypedArrayLikeAccessor, UntypedArrayLikeAccessor,
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},
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CodeGenContext, CodeGenTask, CodeGenerator,
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@ -3486,19 +3487,21 @@ pub fn gen_expr<'ctx, G: CodeGenerator>(
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}
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}
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TypeEnum::TObj { obj_id, .. } if *obj_id == PrimDef::NDArray.id() => {
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let (ty, ndims) =
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unpack_ndarray_var_tys(&mut ctx.unifier, value.custom.unwrap());
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let v = if let Some(v) = generator.gen_expr(ctx, value)? {
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v.to_basic_value_enum(ctx, generator, value.custom.unwrap())?
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.into_pointer_value()
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} else {
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let Some(ndarray) = generator.gen_expr(ctx, value)? else {
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return Ok(None);
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};
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let v = NDArrayType::from_unifier_type(generator, ctx, value.custom.unwrap())
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.map_value(v, None);
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return gen_ndarray_subscript_expr(generator, ctx, ty, ndims, v, slice);
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let ndarray_ty = value.custom.unwrap();
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let ndarray = ndarray.to_basic_value_enum(ctx, generator, ndarray_ty)?;
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let ndarray = NDArrayType::from_unifier_type(generator, ctx, ndarray_ty)
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.map_value(ndarray.into_pointer_value(), None);
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let indices = RustNDIndex::from_subscript_expr(generator, ctx, slice)?;
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let result = ndarray
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.index(generator, ctx, &indices)
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.split_unsized(generator, ctx)
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.to_basic_value_enum();
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return Ok(Some(ValueEnum::Dynamic(result)));
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}
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TypeEnum::TTuple { .. } => {
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let index: u32 =
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@ -403,6 +403,33 @@ impl<'ctx> NDArrayValue<'ctx> {
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assert_eq!(self.dtype, src.dtype, "self and src dtype should match");
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irrt::ndarray::call_nac3_ndarray_copy_data(generator, ctx, src, *self);
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}
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/// Returns true if this ndarray is unsized - `ndims == 0` and only contains a scalar.
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#[must_use]
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pub fn is_unsized(&self) -> Option<bool> {
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self.ndims.map(|ndims| ndims == 0)
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}
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/// If this ndarray is unsized, return its sole value as an [`AnyObject`].
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/// Otherwise, do nothing and return the ndarray itself.
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// TODO: Rename to get_unsized_element
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pub fn split_unsized<G: CodeGenerator + ?Sized>(
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&self,
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generator: &mut G,
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ctx: &mut CodeGenContext<'ctx, '_>,
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) -> ScalarOrNDArray<'ctx> {
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let Some(is_unsized) = self.is_unsized() else { todo!() };
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if is_unsized {
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// NOTE: `np.size(self) == 0` here is never possible.
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let zero = generator.get_size_type(ctx.ctx).const_zero();
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let value = unsafe { self.data().get_unchecked(ctx, generator, &zero, None) };
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ScalarOrNDArray::Scalar(value)
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} else {
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ScalarOrNDArray::NDArray(*self)
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}
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}
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}
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impl<'ctx> ProxyValue<'ctx> for NDArrayValue<'ctx> {
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@ -884,3 +911,21 @@ pub fn make_contiguous_strides(itemsize: u64, ndims: u64, shape: &[u64]) -> Vec<
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}
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strides
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}
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/// A convenience enum for implementing functions that acts on scalars or ndarrays or both.
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#[derive(Clone, Copy)]
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pub enum ScalarOrNDArray<'ctx> {
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Scalar(BasicValueEnum<'ctx>),
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NDArray(NDArrayValue<'ctx>),
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}
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impl<'ctx> ScalarOrNDArray<'ctx> {
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/// Get the underlying [`BasicValueEnum<'ctx>`] of this [`ScalarOrNDArray`].
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#[must_use]
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pub fn to_basic_value_enum(self) -> BasicValueEnum<'ctx> {
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match self {
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ScalarOrNDArray::Scalar(scalar) => scalar,
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ScalarOrNDArray::NDArray(ndarray) => ndarray.as_base_value().into(),
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}
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}
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}
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