# -*- Python -*- # 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 # # pylint: disable=no-member, no-name-in-module, invalid-name, missing-function-docstring, fixme from typing import Mapping import inspect import ast import torch.fx class Annotation: def __init__(self, name: str, row: int, col: int): self.name = name self.row = row self.col = col Annotations = Mapping[torch.fx.Node, Annotation] class LocInspector: #TODO: type of module? def __init__(self, graph: torch.fx.Graph, module: torch.nn.Module): self.annotations = {} self.graph = graph self.module = module module_lines, self.module_start_lineno = \ inspect.getsourcelines(type(module)) module_src = "".join(module_lines) self.src_file = inspect.getsourcefile(type(module)) self.module_ast = ast.parse(module_src) def __str__(self): newline = "\n\n" values = ["Annotations: ", str(self.annotations), newline, "Src File: ", self.src_file, newline, "Module AST: ", ast.dump(self.module_ast)] return "".join(values) def annotate_defs(self) -> None: for node in ast.walk(self.module_ast): if isinstance(node, (ast.ClassDef, ast.FunctionDef)): # subtract 1 because lineno's begin on 1 lineno = node.lineno + self.module_start_lineno - 1 self.annotations[node.name] = (self.src_file, lineno, node.col_offset)