Files
clang-p2996/mlir/test/python/lib/PythonTestCAPI.h
max bfb1ba7526 [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
2023-05-26 11:02:05 -05:00

39 lines
1.1 KiB
C++

//===- PythonTestCAPI.h - C API for the PythonTest dialect ------*- C++ -*-===//
//
// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
// See https://llvm.org/LICENSE.txt for license information.
// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
//
//===----------------------------------------------------------------------===//
#ifndef MLIR_TEST_PYTHON_LIB_PYTHONTESTCAPI_H
#define MLIR_TEST_PYTHON_LIB_PYTHONTESTCAPI_H
#include "mlir-c/IR.h"
#ifdef __cplusplus
extern "C" {
#endif
MLIR_DECLARE_CAPI_DIALECT_REGISTRATION(PythonTest, python_test);
MLIR_CAPI_EXPORTED bool
mlirAttributeIsAPythonTestTestAttribute(MlirAttribute attr);
MLIR_CAPI_EXPORTED MlirAttribute
mlirPythonTestTestAttributeGet(MlirContext context);
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
}
#endif
#endif // MLIR_TEST_PYTHON_LIB_PYTHONTESTCAPI_H