// RUN: mlir-tblgen -gen-python-op-bindings -bind-dialect=test -I %S/../../include %s | FileCheck %s include "mlir/IR/OpBase.td" include "mlir/Interfaces/InferTypeOpInterface.td" include "mlir/Bindings/Python/Attributes.td" // CHECK: @_ods_cext.register_dialect // CHECK: class _Dialect(_ods_ir.Dialect): // CHECK: DIALECT_NAMESPACE = "test" // CHECK: pass def Test_Dialect : Dialect { let name = "test"; let cppNamespace = "Test"; } class TestOp traits = []> : Op; // CHECK: @_ods_cext.register_operation(_Dialect) // CHECK: class AttrSizedOperandsOp(_ods_ir.OpView): // CHECK-LABEL: OPERATION_NAME = "test.attr_sized_operands" // CHECK: _ODS_OPERAND_SEGMENTS = [-1,1,0,] def AttrSizedOperandsOp : TestOp<"attr_sized_operands", [AttrSizedOperandSegments]> { // CHECK: def __init__(self, variadic1, non_variadic, variadic2, *, loc=None, ip=None): // CHECK: operands = [] // CHECK: results = [] // CHECK: attributes = {} // CHECK: regions = None // CHECK: operands.append(_get_op_results_or_values(variadic1)) // CHECK: operands.append(_get_op_result_or_value(non_variadic)) // CHECK: operands.append(_get_op_result_or_value(variadic2) if variadic2 is not None else None) // CHECK: _ods_successors = None // CHECK: super().__init__(self.build_generic( // CHECK: attributes=attributes, results=results, operands=operands, // CHECK: successors=_ods_successors, regions=regions, loc=loc, ip=ip)) // CHECK: @builtins.property // CHECK: def variadic1(self): // CHECK: operand_range = _ods_segmented_accessor( // CHECK: self.operation.operands, // CHECK: self.operation.attributes["operand_segment_sizes"], 0) // CHECK: return operand_range // CHECK-NOT: if len(operand_range) // // CHECK: @builtins.property // CHECK: def non_variadic(self): // CHECK: operand_range = _ods_segmented_accessor( // CHECK: self.operation.operands, // CHECK: self.operation.attributes["operand_segment_sizes"], 1) // CHECK: return operand_range[0] // // CHECK: @builtins.property // CHECK: def variadic2(self): // CHECK: operand_range = _ods_segmented_accessor( // CHECK: self.operation.operands, // CHECK: self.operation.attributes["operand_segment_sizes"], 2) // CHECK: return operand_range[0] if len(operand_range) > 0 else None let arguments = (ins Variadic:$variadic1, AnyType:$non_variadic, Optional:$variadic2); } // CHECK: @_ods_cext.register_operation(_Dialect) // CHECK: class AttrSizedResultsOp(_ods_ir.OpView): // CHECK-LABEL: OPERATION_NAME = "test.attr_sized_results" // CHECK: _ODS_RESULT_SEGMENTS = [0,1,-1,] def AttrSizedResultsOp : TestOp<"attr_sized_results", [AttrSizedResultSegments]> { // CHECK: def __init__(self, variadic1, non_variadic, variadic2, *, loc=None, ip=None): // CHECK: operands = [] // CHECK: results = [] // CHECK: attributes = {} // CHECK: regions = None // CHECK: if variadic1 is not None: results.append(variadic1) // CHECK: results.append(non_variadic) // CHECK: results.append(variadic2) // CHECK: _ods_successors = None // CHECK: super().__init__(self.build_generic( // CHECK: attributes=attributes, results=results, operands=operands, // CHECK: successors=_ods_successors, regions=regions, loc=loc, ip=ip)) // CHECK: @builtins.property // CHECK: def variadic1(self): // CHECK: result_range = _ods_segmented_accessor( // CHECK: self.operation.results, // CHECK: self.operation.attributes["result_segment_sizes"], 0) // CHECK: return result_range[0] if len(result_range) > 0 else None // // CHECK: @builtins.property // CHECK: def non_variadic(self): // CHECK: result_range = _ods_segmented_accessor( // CHECK: self.operation.results, // CHECK: self.operation.attributes["result_segment_sizes"], 1) // CHECK: return result_range[0] // // CHECK: @builtins.property // CHECK: def variadic2(self): // CHECK: result_range = _ods_segmented_accessor( // CHECK: self.operation.results, // CHECK: self.operation.attributes["result_segment_sizes"], 2) // CHECK: return result_range // CHECK-NOT: if len(result_range) let results = (outs Optional:$variadic1, AnyType:$non_variadic, Variadic:$variadic2); } // CHECK: @_ods_cext.register_operation(_Dialect) // CHECK: class AttributedOp(_ods_ir.OpView): // CHECK-LABEL: OPERATION_NAME = "test.attributed_op" // CHECK-NOT: _ODS_OPERAND_SEGMENTS // CHECK-NOT: _ODS_RESULT_SEGMENTS def AttributedOp : TestOp<"attributed_op"> { // CHECK: def __init__(self, i32attr, optionalF32Attr, unitAttr, in_, *, loc=None, ip=None): // CHECK: operands = [] // CHECK: results = [] // CHECK: attributes = {} // CHECK: regions = None // CHECK: attributes["i32attr"] = i32attr // CHECK: if optionalF32Attr is not None: attributes["optionalF32Attr"] = optionalF32Attr // CHECK: if bool(unitAttr): attributes["unitAttr"] = _ods_ir.UnitAttr.get( // CHECK: _ods_get_default_loc_context(loc)) // CHECK: attributes["in"] = in_ // CHECK: _ods_successors = None // CHECK: super().__init__(self.build_generic( // CHECK: attributes=attributes, results=results, operands=operands, // CHECK: successors=_ods_successors, regions=regions, loc=loc, ip=ip)) // CHECK: @builtins.property // CHECK: def i32attr(self): // CHECK: return _ods_ir.IntegerAttr(self.operation.attributes["i32attr"]) // CHECK: @builtins.property // CHECK: def optionalF32Attr(self): // CHECK: if "optionalF32Attr" not in self.operation.attributes: // CHECK: return None // CHECK: return _ods_ir.FloatAttr(self.operation.attributes["optionalF32Attr"]) // CHECK: @builtins.property // CHECK: def unitAttr(self): // CHECK: return "unitAttr" in self.operation.attributes // CHECK: @builtins.property // CHECK: def in_(self): // CHECK: return _ods_ir.IntegerAttr(self.operation.attributes["in"]) let arguments = (ins I32Attr:$i32attr, OptionalAttr:$optionalF32Attr, UnitAttr:$unitAttr, I32Attr:$in); } // CHECK: @_ods_cext.register_operation(_Dialect) // CHECK: class AttributedOpWithOperands(_ods_ir.OpView): // CHECK-LABEL: OPERATION_NAME = "test.attributed_op_with_operands" // CHECK-NOT: _ODS_OPERAND_SEGMENTS // CHECK-NOT: _ODS_RESULT_SEGMENTS def AttributedOpWithOperands : TestOp<"attributed_op_with_operands"> { // CHECK: def __init__(self, _gen_arg_0, in_, _gen_arg_2, is_, *, loc=None, ip=None): // CHECK: operands = [] // CHECK: results = [] // CHECK: attributes = {} // CHECK: regions = None // CHECK: operands.append(_get_op_result_or_value(_gen_arg_0)) // CHECK: operands.append(_get_op_result_or_value(_gen_arg_2)) // CHECK: if bool(in_): attributes["in"] = _ods_ir.UnitAttr.get( // CHECK: _ods_get_default_loc_context(loc)) // CHECK: if is_ is not None: attributes["is"] = is_ // CHECK: _ods_successors = None // CHECK: super().__init__(self.build_generic( // CHECK: attributes=attributes, results=results, operands=operands, // CHECK: successors=_ods_successors, regions=regions, loc=loc, ip=ip)) // CHECK: @builtins.property // CHECK: def in_(self): // CHECK: return "in" in self.operation.attributes // CHECK: @builtins.property // CHECK: def is_(self): // CHECK: if "is" not in self.operation.attributes: // CHECK: return None // CHECK: return _ods_ir.FloatAttr(self.operation.attributes["is"]) let arguments = (ins I32, UnitAttr:$in, F32, OptionalAttr:$is); } // CHECK-LABEL: OPERATION_NAME = "test.derive_result_types_op" def DeriveResultTypesOp : TestOp<"derive_result_types_op", [FirstAttrDerivedResultType]> { // CHECK: def __init__(self, type, *, loc=None, ip=None): // CHECK: operands = [] // CHECK: results = [] // CHECK: _ods_result_type_source_attr = attributes["type"] // CHECK: _ods_derived_result_type = ( // CHECK: _ods_ir.TypeAttr(_ods_result_type_source_attr).value // CHECK: if _ods_ir.TypeAttr.isinstance(_ods_result_type_source_attr) else // CHECK: _ods_result_type_source_attr.type) // CHECK: results.extend([_ods_derived_result_type] * 2) let arguments = (ins TypeAttr:$type); let results = (outs AnyType:$res, AnyType); } // CHECK-LABEL: OPERATION_NAME = "test.derive_result_types_variadic_op" def DeriveResultTypesVariadicOp : TestOp<"derive_result_types_variadic_op", [FirstAttrDerivedResultType]> { // CHECK: def __init__(self, res, _gen_res_1, type, *, loc=None, ip=None): let arguments = (ins TypeAttr:$type); let results = (outs AnyType:$res, Variadic); } // CHECK: @_ods_cext.register_operation(_Dialect) // CHECK: class EmptyOp(_ods_ir.OpView): // CHECK-LABEL: OPERATION_NAME = "test.empty" def EmptyOp : TestOp<"empty">; // CHECK: def __init__(self, *, loc=None, ip=None): // CHECK: operands = [] // CHECK: results = [] // CHECK: attributes = {} // CHECK: regions = None // CHECK: _ods_successors = None // CHECK: super().__init__(self.build_generic( // CHECK: attributes=attributes, results=results, operands=operands, // CHECK: successors=_ods_successors, regions=regions, loc=loc, ip=ip)) // CHECK-LABEL: OPERATION_NAME = "test.infer_result_types_implied_op" def InferResultTypesImpliedOp : TestOp<"infer_result_types_implied_op"> { // CHECK: def __init__(self, *, loc=None, ip=None): // CHECK: operands = [] // CHECK: results = [] // CHECK: _ods_context = _ods_get_default_loc_context(loc) // CHECK: results = _ods_ir.InferTypeOpInterface(InferResultTypesImpliedOp).inferReturnTypes( // CHECK: operands=operands, // CHECK: attributes=_ods_ir.DictAttr.get(attributes, context=_ods_context), // CHECK: context=_ods_context, // CHECK: loc=loc) let results = (outs I32:$i32, F32:$f32); } // CHECK-LABEL: OPERATION_NAME = "test.infer_result_types_op" def InferResultTypesOp : TestOp<"infer_result_types_op", [InferTypeOpInterface]> { // CHECK: def __init__(self, *, loc=None, ip=None): // CHECK: operands = [] // CHECK: results = [] // CHECK: _ods_context = _ods_get_default_loc_context(loc) // CHECK: results = _ods_ir.InferTypeOpInterface(InferResultTypesOp).inferReturnTypes( // CHECK: operands=operands, // CHECK: attributes=_ods_ir.DictAttr.get(attributes, context=_ods_context), // CHECK: context=_ods_context, // CHECK: loc=loc) let results = (outs AnyType, AnyType, AnyType); } // CHECK: @_ods_cext.register_operation(_Dialect) // CHECK: class MissingNamesOp(_ods_ir.OpView): // CHECK-LABEL: OPERATION_NAME = "test.missing_names" def MissingNamesOp : TestOp<"missing_names"> { // CHECK: def __init__(self, i32, _gen_res_1, i64, _gen_arg_0, f32, _gen_arg_2, *, loc=None, ip=None): // CHECK: operands = [] // CHECK: results = [] // CHECK: attributes = {} // CHECK: regions = None // CHECK: operands.append(_get_op_result_or_value(_gen_arg_0)) // CHECK: operands.append(_get_op_result_or_value(f32)) // CHECK: operands.append(_get_op_result_or_value(_gen_arg_2)) // CHECK: results.append(i32) // CHECK: results.append(_gen_res_1) // CHECK: results.append(i64) // CHECK: _ods_successors = None // CHECK: super().__init__(self.build_generic( // CHECK: attributes=attributes, results=results, operands=operands, // CHECK: successors=_ods_successors, regions=regions, loc=loc, ip=ip)) // CHECK: @builtins.property // CHECK: def f32(self): // CHECK: return self.operation.operands[1] let arguments = (ins I32, F32:$f32, I64); // CHECK: @builtins.property // CHECK: def i32(self): // CHECK: return self.operation.results[0] // // CHECK: @builtins.property // CHECK: def i64(self): // CHECK: return self.operation.results[2] let results = (outs I32:$i32, AnyFloat, I64:$i64); } // CHECK: @_ods_cext.register_operation(_Dialect) // CHECK: class OneOptionalOperandOp(_ods_ir.OpView): // CHECK-LABEL: OPERATION_NAME = "test.one_optional_operand" // CHECK-NOT: _ODS_OPERAND_SEGMENTS // CHECK-NOT: _ODS_RESULT_SEGMENTS def OneOptionalOperandOp : TestOp<"one_optional_operand"> { let arguments = (ins AnyType:$non_optional, Optional:$optional); // CHECK: def __init__(self, non_optional, optional, *, loc=None, ip=None): // CHECK: operands = [] // CHECK: results = [] // CHECK: attributes = {} // CHECK: regions = None // CHECK: operands.append(_get_op_result_or_value(non_optional)) // CHECK: if optional is not None: operands.append(_get_op_result_or_value(optional)) // CHECK: _ods_successors = None // CHECK: super().__init__(self.build_generic( // CHECK: attributes=attributes, results=results, operands=operands, // CHECK: successors=_ods_successors, regions=regions, loc=loc, ip=ip)) // CHECK: @builtins.property // CHECK: def non_optional(self): // CHECK: return self.operation.operands[0] // CHECK: @builtins.property // CHECK: def optional(self): // CHECK: return None if len(self.operation.operands) < 2 else self.operation.operands[1] } // CHECK: @_ods_cext.register_operation(_Dialect) // CHECK: class OneVariadicOperandOp(_ods_ir.OpView): // CHECK-LABEL: OPERATION_NAME = "test.one_variadic_operand" // CHECK-NOT: _ODS_OPERAND_SEGMENTS // CHECK-NOT: _ODS_RESULT_SEGMENTS def OneVariadicOperandOp : TestOp<"one_variadic_operand"> { // CHECK: def __init__(self, non_variadic, variadic, *, loc=None, ip=None): // CHECK: operands = [] // CHECK: results = [] // CHECK: attributes = {} // CHECK: regions = None // CHECK: operands.append(_get_op_result_or_value(non_variadic)) // CHECK: operands.extend(_get_op_results_or_values(variadic)) // CHECK: _ods_successors = None // CHECK: super().__init__(self.build_generic( // CHECK: attributes=attributes, results=results, operands=operands, // CHECK: successors=_ods_successors, regions=regions, loc=loc, ip=ip)) // CHECK: @builtins.property // CHECK: def non_variadic(self): // CHECK: return self.operation.operands[0] // // CHECK: @builtins.property // CHECK: def variadic(self): // CHECK: _ods_variadic_group_length = len(self.operation.operands) - 2 + 1 // CHECK: return self.operation.operands[1:1 + _ods_variadic_group_length] let arguments = (ins AnyType:$non_variadic, Variadic:$variadic); } // CHECK: @_ods_cext.register_operation(_Dialect) // CHECK: class OneVariadicResultOp(_ods_ir.OpView): // CHECK-LABEL: OPERATION_NAME = "test.one_variadic_result" // CHECK-NOT: _ODS_OPERAND_SEGMENTS // CHECK-NOT: _ODS_RESULT_SEGMENTS def OneVariadicResultOp : TestOp<"one_variadic_result"> { // CHECK: def __init__(self, variadic, non_variadic, *, loc=None, ip=None): // CHECK: operands = [] // CHECK: results = [] // CHECK: attributes = {} // CHECK: regions = None // CHECK: results.extend(variadic) // CHECK: results.append(non_variadic) // CHECK: _ods_successors = None // CHECK: super().__init__(self.build_generic( // CHECK: attributes=attributes, results=results, operands=operands, // CHECK: successors=_ods_successors, regions=regions, loc=loc, ip=ip)) // CHECK: @builtins.property // CHECK: def variadic(self): // CHECK: _ods_variadic_group_length = len(self.operation.results) - 2 + 1 // CHECK: return self.operation.results[0:0 + _ods_variadic_group_length] // // CHECK: @builtins.property // CHECK: def non_variadic(self): // CHECK: _ods_variadic_group_length = len(self.operation.results) - 2 + 1 // CHECK: return self.operation.results[1 + _ods_variadic_group_length - 1] let results = (outs Variadic:$variadic, AnyType:$non_variadic); } // CHECK: @_ods_cext.register_operation(_Dialect) // CHECK: class PythonKeywordOp(_ods_ir.OpView): // CHECK-LABEL: OPERATION_NAME = "test.python_keyword" def PythonKeywordOp : TestOp<"python_keyword"> { // CHECK: def __init__(self, in_, *, loc=None, ip=None): // CHECK: operands = [] // CHECK: results = [] // CHECK: attributes = {} // CHECK: regions = None // CHECK: operands.append(_get_op_result_or_value(in_)) // CHECK: _ods_successors = None // CHECK: super().__init__(self.build_generic( // CHECK: attributes=attributes, results=results, operands=operands, // CHECK: successors=_ods_successors, regions=regions, loc=loc, ip=ip)) // CHECK: @builtins.property // CHECK: def in_(self): // CHECK: return self.operation.operands[0] let arguments = (ins AnyType:$in); } // CHECK-LABEL: OPERATION_NAME = "test.same_results" def SameResultsOp : TestOp<"same_results", [SameOperandsAndResultType]> { // CHECK: def __init__(self, in1, in2, *, loc=None, ip=None): // CHECK: operands = [] // CHECK: results = [] // CHECK: operands.append // CHECK: results.extend([operands[0].type] * 1) let arguments = (ins AnyType:$in1, AnyType:$in2); let results = (outs AnyType:$res); } // CHECK-LABEL: OPERATION_NAME = "test.same_results_variadic" def SameResultsVariadicOp : TestOp<"same_results_variadic", [SameOperandsAndResultType]> { // CHECK: def __init__(self, res, in1, in2, *, loc=None, ip=None): let arguments = (ins AnyType:$in1, AnyType:$in2); let results = (outs Variadic:$res); } // CHECK: @_ods_cext.register_operation(_Dialect) // CHECK: class SameVariadicOperandSizeOp(_ods_ir.OpView): // CHECK-LABEL: OPERATION_NAME = "test.same_variadic_operand" def SameVariadicOperandSizeOp : TestOp<"same_variadic_operand", [SameVariadicOperandSize]> { // CHECK: @builtins.property // CHECK: def variadic1(self): // CHECK: start, pg = _ods_equally_sized_accessor(operation.operands, 2, 0, 0) // CHECK: return self.operation.operands[start:start + pg] // // CHECK: @builtins.property // CHECK: def non_variadic(self): // CHECK: start, pg = _ods_equally_sized_accessor(operation.operands, 2, 0, 1) // CHECK: return self.operation.operands[start] // // CHECK: @builtins.property // CHECK: def variadic2(self): // CHECK: start, pg = _ods_equally_sized_accessor(operation.operands, 2, 1, 1) // CHECK: return self.operation.operands[start:start + pg] let arguments = (ins Variadic:$variadic1, AnyType:$non_variadic, Variadic:$variadic2); } // CHECK: @_ods_cext.register_operation(_Dialect) // CHECK: class SameVariadicResultSizeOp(_ods_ir.OpView): // CHECK-LABEL: OPERATION_NAME = "test.same_variadic_result" def SameVariadicResultSizeOp : TestOp<"same_variadic_result", [SameVariadicResultSize]> { // CHECK: @builtins.property // CHECK: def variadic1(self): // CHECK: start, pg = _ods_equally_sized_accessor(operation.results, 2, 0, 0) // CHECK: return self.operation.results[start:start + pg] // // CHECK: @builtins.property // CHECK: def non_variadic(self): // CHECK: start, pg = _ods_equally_sized_accessor(operation.results, 2, 0, 1) // CHECK: return self.operation.results[start] // // CHECK: @builtins.property // CHECK: def variadic2(self): // CHECK: start, pg = _ods_equally_sized_accessor(operation.results, 2, 1, 1) // CHECK: return self.operation.results[start:start + pg] let results = (outs Variadic:$variadic1, AnyType:$non_variadic, Variadic:$variadic2); } // CHECK: @_ods_cext.register_operation(_Dialect) // CHECK: class SimpleOp(_ods_ir.OpView): // CHECK-LABEL: OPERATION_NAME = "test.simple" def SimpleOp : TestOp<"simple"> { // CHECK: def __init__(self, i64, f64, i32, f32, *, loc=None, ip=None): // CHECK: operands = [] // CHECK: results = [] // CHECK: attributes = {} // CHECK: regions = None // CHECK: operands.append(_get_op_result_or_value(i32)) // CHECK: operands.append(_get_op_result_or_value(f32)) // CHECK: results.append(i64) // CHECK: results.append(f64) // CHECK: _ods_successors = None // CHECK: super().__init__(self.build_generic( // CHECK: attributes=attributes, results=results, operands=operands, // CHECK: successors=_ods_successors, regions=regions, loc=loc, ip=ip)) // CHECK: @builtins.property // CHECK: def i32(self): // CHECK: return self.operation.operands[0] // // CHECK: @builtins.property // CHECK: def f32(self): // CHECK: return self.operation.operands[1] let arguments = (ins I32:$i32, F32:$f32); // CHECK: @builtins.property // CHECK: def i64(self): // CHECK: return self.operation.results[0] // // CHECK: @builtins.property // CHECK: def f64(self): // CHECK: return self.operation.results[1] let results = (outs I64:$i64, AnyFloat:$f64); } // CHECK: class VariadicAndNormalRegionOp(_ods_ir.OpView): // CHECK-LABEL: OPERATION_NAME = "test.variadic_and_normal_region" def VariadicAndNormalRegionOp : TestOp<"variadic_and_normal_region"> { // CHECK: def __init__(self, num_variadic, *, loc=None, ip=None): // CHECK: operands = [] // CHECK: results = [] // CHECK: attributes = {} // CHECK: regions = None // CHECK: _ods_successors = None // CHECK: regions = 2 + num_variadic // CHECK: super().__init__(self.build_generic( // CHECK: attributes=attributes, results=results, operands=operands, // CHECK: successors=_ods_successors, regions=regions, loc=loc, ip=ip)) let regions = (region AnyRegion:$region, AnyRegion, VariadicRegion:$variadic); // CHECK: @builtins.property // CHECK: def region(self): // CHECK: return self.regions[0] // CHECK: @builtins.property // CHECK: def variadic(self): // CHECK: return self.regions[2:] } // CHECK: class VariadicRegionOp(_ods_ir.OpView): // CHECK-LABEL: OPERATION_NAME = "test.variadic_region" def VariadicRegionOp : TestOp<"variadic_region"> { // CHECK: def __init__(self, num_variadic, *, loc=None, ip=None): // CHECK: operands = [] // CHECK: results = [] // CHECK: attributes = {} // CHECK: regions = None // CHECK: _ods_successors = None // CHECK: regions = 0 + num_variadic // CHECK: super().__init__(self.build_generic( // CHECK: attributes=attributes, results=results, operands=operands, // CHECK: successors=_ods_successors, regions=regions, loc=loc, ip=ip)) let regions = (region VariadicRegion:$Variadic); // CHECK: @builtins.property // CHECK: def Variadic(self): // CHECK: return self.regions[0:] } // CHECK: @_ods_cext.register_operation(_Dialect) // CHECK: class WithSuccessorsOp(_ods_ir.OpView): // CHECK-LABEL: OPERATION_NAME = "test.with_successors" def WithSuccessorsOp : TestOp<"with_successors"> { // CHECK-NOT: _ods_successors = None // CHECK: _ods_successors = [] // CHECK-NEXT: _ods_successors.append(successor) // CHECK-NEXT: _ods_successors.extend(successors) let successors = (successor AnySuccessor:$successor, VariadicSuccessor:$successors); }