xref: /aosp_15_r20/external/pytorch/torch/package/find_file_dependencies.py (revision da0073e96a02ea20f0ac840b70461e3646d07c45)
1# mypy: allow-untyped-defs
2import ast
3from typing import List, Optional, Tuple
4
5from ._importlib import _resolve_name
6
7
8class _ExtractModuleReferences(ast.NodeVisitor):
9    """
10    Extract the list of global variables a block of code will read and write
11    """
12
13    @classmethod
14    def run(cls, src: str, package: str) -> List[Tuple[str, Optional[str]]]:
15        visitor = cls(package)
16        tree = ast.parse(src)
17        visitor.visit(tree)
18        return list(visitor.references.keys())
19
20    def __init__(self, package):
21        super().__init__()
22        self.package = package
23        self.references = {}
24
25    def _absmodule(self, module_name: str, level: int) -> str:
26        if level > 0:
27            return _resolve_name(module_name, self.package, level)
28        return module_name
29
30    def visit_Import(self, node):
31        for alias in node.names:
32            self.references[(alias.name, None)] = True
33
34    def visit_ImportFrom(self, node):
35        name = self._absmodule(node.module, 0 if node.level is None else node.level)
36        for alias in node.names:
37            # from my_package import foo
38            # foo may be a module, so we have to add it to the list of
39            # potential references, if import of it fails, we will ignore it
40            if alias.name != "*":
41                self.references[(name, alias.name)] = True
42            else:
43                self.references[(name, None)] = True
44
45    def _grab_node_int(self, node):
46        return node.value
47
48    def _grab_node_str(self, node):
49        return node.value
50
51    def visit_Call(self, node):
52        # __import__ calls aren't routed to the visit_Import/From nodes
53        if hasattr(node.func, "id") and node.func.id == "__import__":
54            try:
55                name = self._grab_node_str(node.args[0])
56                fromlist = []
57                level = 0
58                if len(node.args) > 3:
59                    for v in node.args[3].elts:
60                        fromlist.append(self._grab_node_str(v))
61                elif hasattr(node, "keywords"):
62                    for keyword in node.keywords:
63                        if keyword.arg == "fromlist":
64                            for v in keyword.value.elts:
65                                fromlist.append(self._grab_node_str(v))
66                if len(node.args) > 4:
67                    level = self._grab_node_int(node.args[4])
68                elif hasattr(node, "keywords"):
69                    for keyword in node.keywords:
70                        if keyword.arg == "level":
71                            level = self._grab_node_int(keyword.value)
72                if fromlist == []:
73                    # the top-level package (the name up till the first dot) is returned
74                    # when the fromlist argument is empty in normal import system,
75                    # we need to include top level package to match this behavior and last
76                    # level package to capture the intended dependency of user
77                    self.references[(name, None)] = True
78                    top_name = name.rsplit(".", maxsplit=1)[0]
79                    if top_name != name:
80                        top_name = self._absmodule(top_name, level)
81                        self.references[(top_name, None)] = True
82                else:
83                    name = self._absmodule(name, level)
84                    for alias in fromlist:
85                        # fromlist args may be submodules, so we have to add the fromlist args
86                        # to the list of potential references. If import of an arg fails we
87                        # will ignore it, similar to visit_ImportFrom
88                        if alias != "*":
89                            self.references[(name, alias)] = True
90                        else:
91                            self.references[(name, None)] = True
92            except Exception as e:
93                return
94
95
96find_files_source_depends_on = _ExtractModuleReferences.run
97