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| author | max <maksim.levental@gmail.com> | 2023-05-26 10:23:17 -0500 |
|---|---|---|
| committer | max <maksim.levental@gmail.com> | 2023-05-26 11:02:05 -0500 |
| commit | bfb1ba752655bf09b35c486f6cc9817dbedfb1bb (patch) | |
| tree | 0eeac7a4de2ececeabbf6deeb386de30f9d5bf85 /mlir/test/python/lib/PythonTestCAPI.h | |
| parent | 5310be521db2aa8c05a1c1adb7e108fc2c7c9ddc (diff) | |
[MLIR][python bindings] Add TypeCaster for returning refined types from python APIs
depends on D150839
This diff uses `MlirTypeID` to register `TypeCaster`s (i.e., `[](PyType pyType) -> DerivedTy { return pyType; }`) for all concrete types (i.e., `PyConcrete<...>`) that are then queried for (by `MlirTypeID`) and called in `struct type_caster<MlirType>::cast`. The result is that anywhere an `MlirType mlirType` is returned from a python binding, that `mlirType` is automatically cast to the correct concrete type. For example:
```
c0 = arith.ConstantOp(f32, 0.0)
# CHECK: F32Type(f32)
print(repr(c0.result.type))
unranked_tensor_type = UnrankedTensorType.get(f32)
unranked_tensor = tensor.FromElementsOp(unranked_tensor_type, [c0]).result
# CHECK: UnrankedTensorType
print(type(unranked_tensor.type).__name__)
# CHECK: UnrankedTensorType(tensor<*xf32>)
print(repr(unranked_tensor.type))
```
This functionality immediately extends to typed attributes (i.e., `attr.type`).
The diff also implements similar functionality for `mlir_type_subclass`es but in a slightly different way - for such types (which have no cpp corresponding `class` or `struct`) the user must provide a type caster in python (similar to how `AttrBuilder` works) or in cpp as a `py::cpp_function`.
Reviewed By: ftynse
Differential Revision: https://reviews.llvm.org/D150927
Diffstat (limited to 'mlir/test/python/lib/PythonTestCAPI.h')
| -rw-r--r-- | mlir/test/python/lib/PythonTestCAPI.h | 2 |
1 files changed, 2 insertions, 0 deletions
diff --git a/mlir/test/python/lib/PythonTestCAPI.h b/mlir/test/python/lib/PythonTestCAPI.h index 90c5d4a383f9..5f1ed3a5b2ad 100644 --- a/mlir/test/python/lib/PythonTestCAPI.h +++ b/mlir/test/python/lib/PythonTestCAPI.h @@ -27,6 +27,8 @@ MLIR_CAPI_EXPORTED bool mlirTypeIsAPythonTestTestType(MlirType type); MLIR_CAPI_EXPORTED MlirType mlirPythonTestTestTypeGet(MlirContext context); +MLIR_CAPI_EXPORTED MlirTypeID mlirPythonTestTestTypeGetTypeID(void); + MLIR_CAPI_EXPORTED bool mlirTypeIsAPythonTestTestTensorValue(MlirValue value); #ifdef __cplusplus |
