| """Utilities for checking that internal ir is valid and consistent.""" | |
| from __future__ import annotations | |
| from mypyc.ir.func_ir import FUNC_STATICMETHOD, FuncIR | |
| from mypyc.ir.ops import ( | |
| Assign, | |
| AssignMulti, | |
| BaseAssign, | |
| BasicBlock, | |
| Box, | |
| Branch, | |
| Call, | |
| CallC, | |
| Cast, | |
| ComparisonOp, | |
| ControlOp, | |
| DecRef, | |
| Extend, | |
| Float, | |
| FloatComparisonOp, | |
| FloatNeg, | |
| FloatOp, | |
| GetAttr, | |
| GetElement, | |
| GetElementPtr, | |
| Goto, | |
| IncRef, | |
| InitStatic, | |
| Integer, | |
| IntOp, | |
| KeepAlive, | |
| LoadAddress, | |
| LoadErrorValue, | |
| LoadGlobal, | |
| LoadLiteral, | |
| LoadMem, | |
| LoadStatic, | |
| MethodCall, | |
| Op, | |
| OpVisitor, | |
| PrimitiveOp, | |
| RaiseStandardError, | |
| Register, | |
| Return, | |
| SetAttr, | |
| SetElement, | |
| SetMem, | |
| Truncate, | |
| TupleGet, | |
| TupleSet, | |
| Unborrow, | |
| Unbox, | |
| Undef, | |
| Unreachable, | |
| Value, | |
| ) | |
| from mypyc.ir.pprint import format_func | |
| from mypyc.ir.rtypes import ( | |
| KNOWN_NATIVE_TYPES, | |
| RArray, | |
| RInstance, | |
| RPrimitive, | |
| RType, | |
| RUnion, | |
| RVec, | |
| bytes_rprimitive, | |
| dict_rprimitive, | |
| int_rprimitive, | |
| is_c_py_ssize_t_rprimitive, | |
| is_fixed_width_rtype, | |
| is_float_rprimitive, | |
| is_object_rprimitive, | |
| is_pointer_rprimitive, | |
| list_rprimitive, | |
| pointer_rprimitive, | |
| range_rprimitive, | |
| set_rprimitive, | |
| str_rprimitive, | |
| tuple_rprimitive, | |
| ) | |
| class FnError: | |
| def __init__(self, source: Op | BasicBlock, desc: str) -> None: | |
| self.source = source | |
| self.desc = desc | |
| def __eq__(self, other: object) -> bool: | |
| return ( | |
| isinstance(other, FnError) and self.source == other.source and self.desc == other.desc | |
| ) | |
| def __repr__(self) -> str: | |
| return f"FnError(source={self.source}, desc={self.desc})" | |
| def check_func_ir(fn: FuncIR) -> list[FnError]: | |
| """Applies validations to a given function ir and returns a list of errors found.""" | |
| errors = [] | |
| op_set = set() | |
| for block in fn.blocks: | |
| if not block.terminated: | |
| errors.append( | |
| FnError(source=block.ops[-1] if block.ops else block, desc="Block not terminated") | |
| ) | |
| for op in block.ops[:-1]: | |
| if isinstance(op, ControlOp): | |
| errors.append(FnError(source=op, desc="Block has operations after control op")) | |
| if op in op_set: | |
| errors.append(FnError(source=op, desc="Func has a duplicate op")) | |
| op_set.add(op) | |
| errors.extend(check_op_sources_valid(fn)) | |
| if errors: | |
| return errors | |
| op_checker = OpChecker(fn) | |
| for block in fn.blocks: | |
| for op in block.ops: | |
| op.accept(op_checker) | |
| return op_checker.errors | |
| class IrCheckException(Exception): | |
| pass | |
| def assert_func_ir_valid(fn: FuncIR) -> None: | |
| errors = check_func_ir(fn) | |
| if errors: | |
| raise IrCheckException( | |
| "Internal error: Generated invalid IR: \n" | |
| + "\n".join(format_func(fn, [(e.source, e.desc) for e in errors])) | |
| ) | |
| def check_op_sources_valid(fn: FuncIR) -> list[FnError]: | |
| errors = [] | |
| valid_ops: set[Op] = set() | |
| valid_registers: set[Register] = set() | |
| for block in fn.blocks: | |
| valid_ops.update(block.ops) | |
| for op in block.ops: | |
| if isinstance(op, BaseAssign): | |
| valid_registers.add(op.dest) | |
| elif isinstance(op, LoadAddress) and isinstance(op.src, Register): | |
| valid_registers.add(op.src) | |
| valid_registers.update(fn.arg_regs) | |
| for block in fn.blocks: | |
| for op in block.ops: | |
| for source in op.sources(): | |
| if isinstance(source, (Integer, Float, Undef)): | |
| pass | |
| elif isinstance(source, Op): | |
| if source not in valid_ops: | |
| errors.append( | |
| FnError( | |
| source=op, | |
| desc=f"Invalid op reference to op of type {type(source).__name__}", | |
| ) | |
| ) | |
| elif isinstance(source, Register): | |
| if source not in valid_registers: | |
| errors.append( | |
| FnError( | |
| source=op, desc=f"Invalid op reference to register {source.name!r}" | |
| ) | |
| ) | |
| return errors | |
| disjoint_types = { | |
| int_rprimitive.name, | |
| bytes_rprimitive.name, | |
| str_rprimitive.name, | |
| dict_rprimitive.name, | |
| list_rprimitive.name, | |
| set_rprimitive.name, | |
| tuple_rprimitive.name, | |
| range_rprimitive.name, | |
| } | set(KNOWN_NATIVE_TYPES) | |
| def can_coerce_to(src: RType, dest: RType) -> bool: | |
| """Check if src can be assigned to dest_rtype. | |
| Currently okay to have false positives. | |
| """ | |
| if isinstance(dest, RUnion): | |
| return any(can_coerce_to(src, d) for d in dest.items) | |
| if isinstance(dest, RPrimitive): | |
| if isinstance(src, RPrimitive): | |
| # If either src or dest is a disjoint type, then they must both be. | |
| if src.name in disjoint_types and dest.name in disjoint_types: | |
| return src.name == dest.name | |
| return src.size == dest.size | |
| if isinstance(src, (RInstance, RVec)): | |
| return is_object_rprimitive(dest) | |
| if isinstance(src, RUnion): | |
| # IR doesn't have the ability to narrow unions based on | |
| # control flow, so cannot be a strict all() here. | |
| return any(can_coerce_to(s, dest) for s in src.items) | |
| return False | |
| return True | |
| def is_valid_ptr_displacement_type(rtype: RType) -> bool: | |
| """Check if rtype is a valid displacement type for pointer arithmetic.""" | |
| if not (is_fixed_width_rtype(rtype) or is_c_py_ssize_t_rprimitive(rtype)): | |
| return False | |
| assert isinstance(rtype, RPrimitive) | |
| return rtype.size == pointer_rprimitive.size | |
| def is_pointer_arithmetic(op: IntOp) -> bool: | |
| """Check if op is add/subtract targeting pointer_rprimitive and integer of the same size.""" | |
| if op.op not in (IntOp.ADD, IntOp.SUB): | |
| return False | |
| if not is_pointer_rprimitive(op.type): | |
| return False | |
| left = op.lhs.type | |
| right = op.rhs.type | |
| if is_pointer_rprimitive(left): | |
| return is_valid_ptr_displacement_type(right) | |
| if is_pointer_rprimitive(right): | |
| return is_valid_ptr_displacement_type(left) | |
| return False | |
| class OpChecker(OpVisitor[None]): | |
| def __init__(self, parent_fn: FuncIR) -> None: | |
| self.parent_fn = parent_fn | |
| self.errors: list[FnError] = [] | |
| def fail(self, source: Op, desc: str) -> None: | |
| self.errors.append(FnError(source=source, desc=desc)) | |
| def check_control_op_targets(self, op: ControlOp) -> None: | |
| for target in op.targets(): | |
| if target not in self.parent_fn.blocks: | |
| self.fail(source=op, desc=f"Invalid control operation target: {target.label}") | |
| def check_type_coercion(self, op: Op, src: RType, dest: RType) -> None: | |
| if not can_coerce_to(src, dest): | |
| self.fail( | |
| source=op, desc=f"Cannot coerce source type {src.name} to dest type {dest.name}" | |
| ) | |
| def check_compatibility(self, op: Op, t: RType, s: RType) -> None: | |
| if not can_coerce_to(t, s) or not can_coerce_to(s, t): | |
| self.fail(source=op, desc=f"{t.name} and {s.name} are not compatible") | |
| def expect_float(self, op: Op, v: Value) -> None: | |
| if not is_float_rprimitive(v.type): | |
| self.fail(op, f"Float expected (actual type is {v.type})") | |
| def expect_non_float(self, op: Op, v: Value) -> None: | |
| if is_float_rprimitive(v.type): | |
| self.fail(op, "Float not expected") | |
| def expect_primitive_type(self, op: Op, v: Value) -> None: | |
| if not isinstance(v.type, RPrimitive): | |
| self.fail(op, f"RPrimitive expected, got {type(v.type).__name__}") | |
| def visit_goto(self, op: Goto) -> None: | |
| self.check_control_op_targets(op) | |
| def visit_branch(self, op: Branch) -> None: | |
| self.check_control_op_targets(op) | |
| def visit_return(self, op: Return) -> None: | |
| self.check_type_coercion(op, op.value.type, self.parent_fn.decl.sig.ret_type) | |
| def visit_unreachable(self, op: Unreachable) -> None: | |
| # Unreachables are checked at a higher level since validation | |
| # requires access to the entire basic block. | |
| pass | |
| def visit_assign(self, op: Assign) -> None: | |
| self.check_type_coercion(op, op.src.type, op.dest.type) | |
| def visit_assign_multi(self, op: AssignMulti) -> None: | |
| for src in op.src: | |
| assert isinstance(op.dest.type, RArray) | |
| self.check_type_coercion(op, src.type, op.dest.type.item_type) | |
| def visit_load_error_value(self, op: LoadErrorValue) -> None: | |
| # Currently it is assumed that all types have an error value. | |
| # Once this is fixed we can validate that the rtype here actually | |
| # has an error value. | |
| pass | |
| def check_tuple_items_valid_literals(self, op: LoadLiteral, t: tuple[object, ...]) -> None: | |
| for x in t: | |
| if x is not None and not isinstance(x, (str, bytes, bool, int, float, complex, tuple)): | |
| self.fail(op, f"Invalid type for item of tuple literal: {type(x)})") | |
| if isinstance(x, tuple): | |
| self.check_tuple_items_valid_literals(op, x) | |
| def check_frozenset_items_valid_literals(self, op: LoadLiteral, s: frozenset[object]) -> None: | |
| for x in s: | |
| if x is None or isinstance(x, (str, bytes, bool, int, float, complex)): | |
| pass | |
| elif isinstance(x, tuple): | |
| self.check_tuple_items_valid_literals(op, x) | |
| else: | |
| self.fail(op, f"Invalid type for item of frozenset literal: {type(x)})") | |
| def visit_load_literal(self, op: LoadLiteral) -> None: | |
| expected_type = None | |
| if op.value is None: | |
| expected_type = "builtins.object" | |
| elif isinstance(op.value, int): | |
| expected_type = "builtins.int" | |
| elif isinstance(op.value, str): | |
| expected_type = "builtins.str" | |
| elif isinstance(op.value, bytes): | |
| expected_type = "builtins.bytes" | |
| elif isinstance(op.value, float): | |
| expected_type = "builtins.float" | |
| elif isinstance(op.value, complex): | |
| expected_type = "builtins.object" | |
| elif isinstance(op.value, tuple): | |
| expected_type = "builtins.tuple" | |
| self.check_tuple_items_valid_literals(op, op.value) | |
| elif isinstance(op.value, frozenset): | |
| # There's no frozenset_rprimitive type since it'd be pretty useless so we just pretend | |
| # it's a set (when it's really a frozenset). | |
| expected_type = "builtins.set" | |
| self.check_frozenset_items_valid_literals(op, op.value) | |
| assert expected_type is not None, "Missed a case for LoadLiteral check" | |
| if op.type.name not in [expected_type, "builtins.object"]: | |
| self.fail( | |
| op, | |
| f"Invalid literal value for type: value has " | |
| f"type {expected_type}, but op has type {op.type.name}", | |
| ) | |
| def visit_get_attr(self, op: GetAttr) -> None: | |
| # Nothing to do. | |
| pass | |
| def visit_set_attr(self, op: SetAttr) -> None: | |
| # Nothing to do. | |
| pass | |
| # Static operations cannot be checked at the function level. | |
| def visit_load_static(self, op: LoadStatic) -> None: | |
| pass | |
| def visit_init_static(self, op: InitStatic) -> None: | |
| pass | |
| def visit_tuple_get(self, op: TupleGet) -> None: | |
| # Nothing to do. | |
| pass | |
| def visit_tuple_set(self, op: TupleSet) -> None: | |
| # Nothing to do. | |
| pass | |
| def visit_inc_ref(self, op: IncRef) -> None: | |
| # Nothing to do. | |
| pass | |
| def visit_dec_ref(self, op: DecRef) -> None: | |
| # Nothing to do. | |
| pass | |
| def visit_call(self, op: Call) -> None: | |
| # Length is checked in constructor, and return type is set | |
| # in a way that can't be incorrect | |
| for arg_value, arg_runtime in zip(op.args, op.fn.sig.args): | |
| self.check_type_coercion(op, arg_value.type, arg_runtime.type) | |
| def visit_method_call(self, op: MethodCall) -> None: | |
| # Similar to above, but we must look up method first. | |
| method_decl = op.receiver_type.class_ir.method_decl(op.method) | |
| if method_decl.kind == FUNC_STATICMETHOD: | |
| decl_index = 0 | |
| else: | |
| decl_index = 1 | |
| if len(op.args) + decl_index != len(method_decl.sig.args): | |
| self.fail(op, "Incorrect number of args for method call.") | |
| # Skip the receiver argument (self) | |
| for arg_value, arg_runtime in zip(op.args, method_decl.sig.args[decl_index:]): | |
| self.check_type_coercion(op, arg_value.type, arg_runtime.type) | |
| def visit_cast(self, op: Cast) -> None: | |
| pass | |
| def visit_box(self, op: Box) -> None: | |
| pass | |
| def visit_unbox(self, op: Unbox) -> None: | |
| pass | |
| def visit_raise_standard_error(self, op: RaiseStandardError) -> None: | |
| pass | |
| def visit_call_c(self, op: CallC) -> None: | |
| pass | |
| def visit_primitive_op(self, op: PrimitiveOp) -> None: | |
| pass | |
| def visit_truncate(self, op: Truncate) -> None: | |
| pass | |
| def visit_extend(self, op: Extend) -> None: | |
| pass | |
| def visit_load_global(self, op: LoadGlobal) -> None: | |
| pass | |
| def visit_int_op(self, op: IntOp) -> None: | |
| self.expect_primitive_type(op, op.lhs) | |
| self.expect_primitive_type(op, op.rhs) | |
| self.expect_non_float(op, op.lhs) | |
| self.expect_non_float(op, op.rhs) | |
| left = op.lhs.type | |
| right = op.rhs.type | |
| op_str = op.op_str[op.op] | |
| if ( | |
| isinstance(left, RPrimitive) | |
| and isinstance(right, RPrimitive) | |
| and left.is_signed != right.is_signed | |
| and ( | |
| op_str in ("+", "-", "*", "/", "%") | |
| or (op_str not in ("<<", ">>") and left.size != right.size) | |
| ) | |
| and not is_pointer_arithmetic(op) | |
| ): | |
| self.fail(op, f"Operand types have incompatible signs: {left}, {right}") | |
| def visit_comparison_op(self, op: ComparisonOp) -> None: | |
| self.check_compatibility(op, op.lhs.type, op.rhs.type) | |
| self.expect_non_float(op, op.lhs) | |
| self.expect_non_float(op, op.rhs) | |
| left = op.lhs.type | |
| right = op.rhs.type | |
| if ( | |
| isinstance(left, RPrimitive) | |
| and isinstance(right, RPrimitive) | |
| and left.is_signed != right.is_signed | |
| ): | |
| self.fail(op, f"Operand types have incompatible signs: {left}, {right}") | |
| def visit_float_op(self, op: FloatOp) -> None: | |
| self.expect_float(op, op.lhs) | |
| self.expect_float(op, op.rhs) | |
| def visit_float_neg(self, op: FloatNeg) -> None: | |
| self.expect_float(op, op.src) | |
| def visit_float_comparison_op(self, op: FloatComparisonOp) -> None: | |
| self.expect_float(op, op.lhs) | |
| self.expect_float(op, op.rhs) | |
| def visit_load_mem(self, op: LoadMem) -> None: | |
| pass | |
| def visit_set_mem(self, op: SetMem) -> None: | |
| pass | |
| def visit_get_element(self, op: GetElement) -> None: | |
| pass | |
| def visit_get_element_ptr(self, op: GetElementPtr) -> None: | |
| pass | |
| def visit_set_element(self, op: SetElement) -> None: | |
| pass | |
| def visit_load_address(self, op: LoadAddress) -> None: | |
| pass | |
| def visit_keep_alive(self, op: KeepAlive) -> None: | |
| pass | |
| def visit_unborrow(self, op: Unborrow) -> None: | |
| pass |