123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100101102103104105106107108109110111112113114115116117118119120121122123124125126127128129130131132133134135136137138139140141142143144145146147148149150151152153154155156157158159160161162163164165166167168169170171172173174175176177178179180181182183184185186187188189190191192193194195196197198199200201202203204205206207208209210211212213214215216217218219220221222223224225226227228229230231232233234235236237238239240241242243244245246247248249250 |
- # -*- coding: utf-8 -*-
- """
- Tools for searching bytecode for key statements that indicate the need for additional resources, such as data files
- and package metadata.
- By *bytecode* I mean the ``code`` object given by ``compile()``, accessible from the ``__code__`` attribute of any
- non-builtin function or, in PyInstallerLand, the ``PyiModuleGraph.node("some.module").code`` attribute. The best
- guide for bytecode format I have found is the disassembler reference: https://docs.python.org/3/library/dis.html
- This parser implementation aims to combine the flexibility and speed of regex with the clarity of the output of
- ``dis.dis(code)``. It has not achieved the 2nd, but C'est la vie...
- The biggest clarity killer here is the ``EXTENDED_ARG`` opcode which can appear almost anywhere and therefore needs
- to be tiptoed around at every step. If this code needs to expand significantly, I would recommend an upgrade to a
- regex-based grammar parsing library such as Reparse. This way, little steps like unpacking ``EXTENDED_ARGS`` can be
- defined once then simply referenced forming a nice hierarchy rather than copied everywhere its needed.
- """
- import dis
- import re
- from types import CodeType
- from typing import Pattern
- def _instruction_to_regex(x: str):
- """
- Get a regex-escaped opcode byte from its human readable name.
- """
- if x not in dis.opname: # pragma: no cover
- # These opcodes are available only in Python >=3.7. For our purposes, these aliases will do.
- if x == "LOAD_METHOD":
- x = "LOAD_ATTR"
- elif x == "CALL_METHOD":
- x = "CALL_FUNCTION"
- return re.escape(bytes([dis.opmap[x]]))
- def bytecode_regex(pattern: bytes, flags=re.VERBOSE | re.DOTALL):
- """
- A regex-powered Python bytecode matcher.
- ``bytecode_regex`` provides a very thin wrapper around :func:`re.compile`.
- * Any opcode names wrapped in backticks are substituted for their corresponding opcode bytes.
- * Patterns are compiled in VERBOSE mode by default so that whitespace and comments may be used.
- This aims to mirror the output of :func:`dis.dis`, which is far more readable than looking at raw byte strings.
- """
- assert isinstance(pattern, bytes)
- # Replace anything wrapped in backticks with regex-escaped opcodes.
- pattern = re.sub(
- rb"`(\w+)`",
- lambda m: _instruction_to_regex(m[1].decode()),
- pattern,
- )
- return re.compile(pattern, flags=flags)
- def finditer(pattern: Pattern, string):
- """
- Call ``pattern.finditer(string)``, but remove any matches beginning on an odd byte (i.e., matches where
- match.start() is not a multiple of 2).
- This should be used to avoid false positive matches where a bytecode pair's argument is mistaken for an opcode.
- """
- matches = pattern.finditer(string)
- while True:
- for match in matches:
- if match.start() % 2 == 0:
- # All is good. This match starts on an OPCODE.
- yield match
- else:
- # This match has started on an odd byte, meaning that it is a false positive and should be skipped.
- # There is a very slim chance that a genuine match overlaps this one and, because re.finditer() does not
- # allow overlapping matches, it would be lost. To avoid that, restart the regex scan, starting at the
- # next even byte.
- matches = pattern.finditer(string, match.start() + 1)
- break
- else:
- break
- # language=PythonVerboseRegExp
- _call_function_bytecode = bytecode_regex(
- rb"""
- # Matches `global_function('some', 'constant', 'arguments')`.
- # Load the global function. In code with >256 of names, this may require extended name references.
- ((?:`EXTENDED_ARG`.)*
- (?:`LOAD_NAME`|`LOAD_GLOBAL`|`LOAD_FAST`).)
- # For foo.bar.whizz(), the above is the 'foo', below is the 'bar.whizz'.
- ((?:(?:`EXTENDED_ARG`.)*
- (?:`LOAD_METHOD`|`LOAD_ATTR`).)*)
- # Load however many arguments it takes. These (for now) must all be constants.
- # Again, code with >256 constants may need extended enumeration.
- ((?:(?:`EXTENDED_ARG`.)*
- `LOAD_CONST`.)*)
- # Call the function. The parameter is the argument count (which may also be >256) if CALL_FUNCTION or CALL_METHOD
- # are used. For CALL_FUNCTION_EX, the parameter are flags.
- ((?:`EXTENDED_ARG`.)*
- (?:`CALL_FUNCTION`|`CALL_METHOD`|`CALL_FUNCTION_EX`).)
- """
- )
- # language=PythonVerboseRegExp
- _extended_arg_bytecode = bytecode_regex(
- rb"""(
- # Arbitrary number of EXTENDED_ARG pairs.
- (?:`EXTENDED_ARG`.)*
- # Followed by some other instruction (usually a LOAD).
- [^`EXTENDED_ARG`].
- )"""
- )
- def extended_arguments(extended_args: bytes):
- """
- Unpack the (extended) integer used to reference names or constants.
- The input should be a bytecode snippet of the following form::
- EXTENDED_ARG ? # Repeated 0-4 times.
- LOAD_xxx ? # Any of LOAD_NAME/LOAD_CONST/LOAD_METHOD/...
- Each ? byte combined together gives the number we want.
- """
- return int.from_bytes(extended_args[1::2], "big")
- def load(raw: bytes, code: CodeType) -> str:
- """
- Parse an (extended) LOAD_xxx instruction.
- """
- # Get the enumeration.
- index = extended_arguments(raw)
- # Work out what that enumeration was for (constant/local var/global var).
- # If the last instruction byte is a LOAD_FAST:
- if raw[-2] == dis.opmap["LOAD_FAST"]:
- # Then this is a local variable.
- return code.co_varnames[index]
- # Or if it is a LOAD_CONST:
- if raw[-2] == dis.opmap["LOAD_CONST"]:
- # Then this is a literal.
- return code.co_consts[index]
- # Otherwise, it is a global name.
- return code.co_names[index]
- def loads(raw: bytes, code: CodeType) -> list:
- """
- Parse multiple consecutive LOAD_xxx instructions. Or load() in a for loop.
- May be used to unpack a function's parameters or nested attributes ``(foo.bar.pop.whack)``.
- """
- return [load(i, code) for i in _extended_arg_bytecode.findall(raw)]
- def function_calls(code: CodeType) -> list:
- """
- Scan a code object for all function calls on constant arguments.
- """
- match: re.Match
- out = []
- for match in finditer(_call_function_bytecode, code.co_code):
- function_root, methods, args, function_call = match.groups()
- # For foo():
- # `function_root` contains 'foo' and `methods` is empty.
- # For foo.bar.whizz():
- # `function_root` contains 'foo' and `methods` contains the rest.
- function_root = load(function_root, code)
- methods = loads(methods, code)
- function = ".".join([function_root] + methods)
- args = loads(args, code)
- if function_call[0] == dis.opmap['CALL_FUNCTION_EX']:
- flags = extended_arguments(function_call)
- if flags != 0:
- # Keyword arguments present. Unhandled at the moment.
- continue
- # In calls with const arguments, args contains a single
- # tuple with all values.
- if len(args) != 1 or not isinstance(args[0], tuple):
- continue
- args = list(args[0])
- else:
- arg_count = extended_arguments(function_call)
- if arg_count != len(args):
- # This happens if there are variable or keyword arguments. Bail out in either case.
- continue
- out.append((function, args))
- return out
- def search_recursively(search: callable, code: CodeType, _memo=None) -> dict:
- """
- Apply a search function to a code object, recursing into child code objects (function definitions).
- """
- if _memo is None:
- _memo = {}
- if code not in _memo:
- _memo[code] = search(code)
- for const in code.co_consts:
- if isinstance(const, CodeType):
- search_recursively(search, const, _memo)
- return _memo
- def recursive_function_calls(code: CodeType) -> dict:
- """
- Scan a code object for function calls on constant arguments, recursing into function definitions and bodies of
- comprehension loops.
- """
- return search_recursively(function_calls, code)
- def any_alias(full_name: str):
- """List possible aliases of a fully qualified Python name.
- >>> list(any_alias("foo.bar.wizz"))
- ['foo.bar.wizz', 'bar.wizz', 'wizz']
- This crudely allows us to capture uses of wizz() under any of
- ::
- import foo
- foo.bar.wizz()
- ::
- from foo import bar
- bar.wizz()
- ::
- from foo.bar import wizz
- wizz()
- However, it will fail for any form of aliases and quite likely find false matches.
- """
- parts = full_name.split('.')
- while parts:
- yield ".".join(parts)
- parts = parts[1:]
|