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83 lines
3.5 KiB
83 lines
3.5 KiB
5 months ago
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import re
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from typing import Iterable, Union
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GlobPattern = Union[str, Iterable[str]]
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class GlobGroup:
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"""A set of patterns that candidate strings will be matched against.
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A candidate is composed of a list of segments separated by ``separator``, e.g. "foo.bar.baz".
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A pattern contains one or more segments. Segments can be:
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- A literal string (e.g. "foo"), which matches exactly.
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- A string containing a wildcard (e.g. "torch*", or "foo*baz*"). The wildcard matches
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any string, including the empty string.
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- A double wildcard ("**"). This matches against zero or more complete segments.
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Examples:
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``torch.**``: matches ``torch`` and all its submodules, e.g. ``torch.nn`` and ``torch.nn.functional``.
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``torch.*``: matches ``torch.nn`` or ``torch.functional``, but not ``torch.nn.functional``.
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``torch*.**``: matches ``torch``, ``torchvision``, and all their submodules.
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A candidates will match the ``GlobGroup`` if it matches any of the ``include`` patterns and
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none of the ``exclude`` patterns.
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Args:
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include (Union[str, Iterable[str]]): A string or list of strings,
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each representing a pattern to be matched against. A candidate
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will match if it matches *any* include pattern
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exclude (Union[str, Iterable[str]]): A string or list of strings,
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each representing a pattern to be matched against. A candidate
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will be excluded from matching if it matches *any* exclude pattern.
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separator (str): A string that delimits segments in candidates and
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patterns. By default this is "." which corresponds to how modules are
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named in Python. Another common value for this is "/", which is
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the Unix path separator.
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"""
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def __init__(
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self, include: GlobPattern, *, exclude: GlobPattern = (), separator: str = "."
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):
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self._dbg = f"GlobGroup(include={include}, exclude={exclude})"
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self.include = GlobGroup._glob_list(include, separator)
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self.exclude = GlobGroup._glob_list(exclude, separator)
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self.separator = separator
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def __str__(self):
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return self._dbg
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def __repr__(self):
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return self._dbg
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def matches(self, candidate: str) -> bool:
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candidate = self.separator + candidate
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return any(p.fullmatch(candidate) for p in self.include) and all(
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not p.fullmatch(candidate) for p in self.exclude
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)
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@staticmethod
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def _glob_list(elems: GlobPattern, separator: str = "."):
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if isinstance(elems, str):
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return [GlobGroup._glob_to_re(elems, separator)]
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else:
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return [GlobGroup._glob_to_re(e, separator) for e in elems]
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@staticmethod
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def _glob_to_re(pattern: str, separator: str = "."):
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# to avoid corner cases for the first component, we prefix the candidate string
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# with '.' so `import torch` will regex against `.torch`, assuming '.' is the separator
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def component_to_re(component):
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if "**" in component:
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if component == "**":
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return "(" + re.escape(separator) + "[^" + separator + "]+)*"
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else:
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raise ValueError("** can only appear as an entire path segment")
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else:
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return re.escape(separator) + ("[^" + separator + "]*").join(
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re.escape(x) for x in component.split("*")
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)
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result = "".join(component_to_re(c) for c in pattern.split(separator))
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return re.compile(result)
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