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"""Google-style docstring parsing.""" |
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import inspect |
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import re |
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import typing as T |
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from collections import OrderedDict, namedtuple |
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from enum import IntEnum |
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from .common import ( |
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EXAMPLES_KEYWORDS, |
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PARAM_KEYWORDS, |
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RAISES_KEYWORDS, |
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RETURNS_KEYWORDS, |
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YIELDS_KEYWORDS, |
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Docstring, |
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DocstringExample, |
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DocstringMeta, |
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DocstringParam, |
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DocstringRaises, |
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DocstringReturns, |
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DocstringStyle, |
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ParseError, |
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RenderingStyle, |
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) |
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class SectionType(IntEnum): |
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"""Types of sections.""" |
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SINGULAR = 0 |
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"""For sections like examples.""" |
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MULTIPLE = 1 |
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"""For sections like params.""" |
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SINGULAR_OR_MULTIPLE = 2 |
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"""For sections like returns or yields.""" |
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class Section(namedtuple("SectionBase", "title key type")): |
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"""A docstring section.""" |
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GOOGLE_TYPED_ARG_REGEX = re.compile(r"\s*(.+?)\s*\(\s*(.*[^\s]+)\s*\)") |
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GOOGLE_ARG_DESC_REGEX = re.compile(r".*\. Defaults to (.+)\.") |
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MULTIPLE_PATTERN = re.compile(r"(\s*[^:\s]+:)|([^:]*\]:.*)") |
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DEFAULT_SECTIONS = [ |
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Section("Arguments", "param", SectionType.MULTIPLE), |
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Section("Args", "param", SectionType.MULTIPLE), |
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Section("Parameters", "param", SectionType.MULTIPLE), |
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Section("Params", "param", SectionType.MULTIPLE), |
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Section("Raises", "raises", SectionType.MULTIPLE), |
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Section("Exceptions", "raises", SectionType.MULTIPLE), |
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Section("Except", "raises", SectionType.MULTIPLE), |
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Section("Attributes", "attribute", SectionType.MULTIPLE), |
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Section("Example", "examples", SectionType.SINGULAR), |
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Section("Examples", "examples", SectionType.SINGULAR), |
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Section("Returns", "returns", SectionType.SINGULAR_OR_MULTIPLE), |
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Section("Yields", "yields", SectionType.SINGULAR_OR_MULTIPLE), |
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] |
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class GoogleParser: |
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"""Parser for Google-style docstrings.""" |
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def __init__( |
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self, sections: T.Optional[T.List[Section]] = None, title_colon=True |
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): |
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"""Setup sections. |
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:param sections: Recognized sections or None to defaults. |
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:param title_colon: require colon after section title. |
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""" |
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if not sections: |
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sections = DEFAULT_SECTIONS |
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self.sections = {s.title: s for s in sections} |
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self.title_colon = title_colon |
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self._setup() |
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def _setup(self): |
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if self.title_colon: |
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colon = ":" |
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else: |
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colon = "" |
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self.titles_re = re.compile( |
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"^(" |
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+ "|".join(f"({t})" for t in self.sections) |
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+ ")" |
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+ colon |
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+ "[ \t\r\f\v]*$", |
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flags=re.M, |
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) |
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def _build_meta(self, text: str, title: str) -> DocstringMeta: |
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"""Build docstring element. |
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:param text: docstring element text |
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:param title: title of section containing element |
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:return: |
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""" |
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section = self.sections[title] |
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if ( |
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section.type == SectionType.SINGULAR_OR_MULTIPLE |
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and not MULTIPLE_PATTERN.match(text) |
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) or section.type == SectionType.SINGULAR: |
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return self._build_single_meta(section, text) |
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if ":" not in text: |
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raise ParseError(f"Expected a colon in {text!r}.") |
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before, desc = text.split(":", 1) |
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if before and "\n" in before: |
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first_line, rest = before.split("\n", 1) |
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before = first_line + inspect.cleandoc(rest) |
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if desc: |
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desc = desc[1:] if desc[0] == " " else desc |
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if "\n" in desc: |
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first_line, rest = desc.split("\n", 1) |
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desc = first_line + "\n" + inspect.cleandoc(rest) |
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desc = desc.strip("\n") |
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return self._build_multi_meta(section, before, desc) |
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@staticmethod |
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def _build_single_meta(section: Section, desc: str) -> DocstringMeta: |
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if section.key in RETURNS_KEYWORDS | YIELDS_KEYWORDS: |
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return DocstringReturns( |
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args=[section.key], |
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description=desc, |
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type_name=None, |
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is_generator=section.key in YIELDS_KEYWORDS, |
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) |
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if section.key in RAISES_KEYWORDS: |
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return DocstringRaises( |
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args=[section.key], description=desc, type_name=None |
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) |
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if section.key in EXAMPLES_KEYWORDS: |
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return DocstringExample( |
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args=[section.key], snippet=None, description=desc |
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) |
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if section.key in PARAM_KEYWORDS: |
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raise ParseError("Expected paramenter name.") |
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return DocstringMeta(args=[section.key], description=desc) |
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@staticmethod |
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def _build_multi_meta( |
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section: Section, before: str, desc: str |
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) -> DocstringMeta: |
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if section.key in PARAM_KEYWORDS: |
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match = GOOGLE_TYPED_ARG_REGEX.match(before) |
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if match: |
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arg_name, type_name = match.group(1, 2) |
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if type_name.endswith(", optional"): |
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is_optional = True |
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type_name = type_name[:-10] |
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elif type_name.endswith("?"): |
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is_optional = True |
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type_name = type_name[:-1] |
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else: |
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is_optional = False |
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else: |
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arg_name, type_name = before, None |
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is_optional = None |
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match = GOOGLE_ARG_DESC_REGEX.match(desc) |
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default = match.group(1) if match else None |
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return DocstringParam( |
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args=[section.key, before], |
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description=desc, |
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arg_name=arg_name, |
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type_name=type_name, |
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is_optional=is_optional, |
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default=default, |
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) |
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if section.key in RETURNS_KEYWORDS | YIELDS_KEYWORDS: |
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return DocstringReturns( |
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args=[section.key, before], |
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description=desc, |
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type_name=before, |
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is_generator=section.key in YIELDS_KEYWORDS, |
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) |
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if section.key in RAISES_KEYWORDS: |
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return DocstringRaises( |
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args=[section.key, before], description=desc, type_name=before |
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) |
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return DocstringMeta(args=[section.key, before], description=desc) |
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def add_section(self, section: Section): |
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"""Add or replace a section. |
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:param section: The new section. |
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""" |
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self.sections[section.title] = section |
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self._setup() |
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def parse(self, text: str) -> Docstring: |
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"""Parse the Google-style docstring into its components. |
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:returns: parsed docstring |
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""" |
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ret = Docstring(style=DocstringStyle.GOOGLE) |
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if not text: |
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return ret |
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text = inspect.cleandoc(text) |
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match = self.titles_re.search(text) |
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if match: |
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desc_chunk = text[: match.start()] |
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meta_chunk = text[match.start() :] |
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else: |
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desc_chunk = text |
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meta_chunk = "" |
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parts = desc_chunk.split("\n", 1) |
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ret.short_description = parts[0] or None |
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if len(parts) > 1: |
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long_desc_chunk = parts[1] or "" |
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ret.blank_after_short_description = long_desc_chunk.startswith( |
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"\n" |
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) |
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ret.blank_after_long_description = long_desc_chunk.endswith("\n\n") |
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ret.long_description = long_desc_chunk.strip() or None |
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matches = list(self.titles_re.finditer(meta_chunk)) |
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if not matches: |
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return ret |
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splits = [] |
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for j in range(len(matches) - 1): |
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splits.append((matches[j].end(), matches[j + 1].start())) |
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splits.append((matches[-1].end(), len(meta_chunk))) |
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chunks = OrderedDict() |
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for j, (start, end) in enumerate(splits): |
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title = matches[j].group(1) |
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if title not in self.sections: |
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continue |
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meta_details = meta_chunk[start:end] |
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unknown_meta = re.search(r"\n\S", meta_details) |
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if unknown_meta is not None: |
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meta_details = meta_details[: unknown_meta.start()] |
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chunks[title] = meta_details.strip("\n") |
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if not chunks: |
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return ret |
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for title, chunk in chunks.items(): |
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indent_match = re.search(r"^\s*", chunk) |
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if not indent_match: |
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raise ParseError(f'Can\'t infer indent from "{chunk}"') |
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indent = indent_match.group() |
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if self.sections[title].type in [ |
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SectionType.SINGULAR, |
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SectionType.SINGULAR_OR_MULTIPLE, |
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]: |
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part = inspect.cleandoc(chunk) |
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ret.meta.append(self._build_meta(part, title)) |
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continue |
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_re = "^" + indent + r"(?=\S)" |
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c_matches = list(re.finditer(_re, chunk, flags=re.M)) |
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if not c_matches: |
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raise ParseError(f'No specification for "{title}": "{chunk}"') |
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c_splits = [] |
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for j in range(len(c_matches) - 1): |
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c_splits.append((c_matches[j].end(), c_matches[j + 1].start())) |
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c_splits.append((c_matches[-1].end(), len(chunk))) |
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for j, (start, end) in enumerate(c_splits): |
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part = chunk[start:end].strip("\n") |
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ret.meta.append(self._build_meta(part, title)) |
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return ret |
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def parse(text: str) -> Docstring: |
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"""Parse the Google-style docstring into its components. |
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:returns: parsed docstring |
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""" |
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return GoogleParser().parse(text) |
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def compose( |
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docstring: Docstring, |
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rendering_style: RenderingStyle = RenderingStyle.COMPACT, |
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indent: str = " ", |
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) -> str: |
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"""Render a parsed docstring into docstring text. |
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:param docstring: parsed docstring representation |
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:param rendering_style: the style to render docstrings |
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:param indent: the characters used as indentation in the docstring string |
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:returns: docstring text |
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""" |
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def process_one( |
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one: T.Union[DocstringParam, DocstringReturns, DocstringRaises], |
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): |
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head = "" |
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if isinstance(one, DocstringParam): |
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head += one.arg_name or "" |
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elif isinstance(one, DocstringReturns): |
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head += one.return_name or "" |
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if isinstance(one, DocstringParam) and one.is_optional: |
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optional = ( |
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"?" |
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if rendering_style == RenderingStyle.COMPACT |
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else ", optional" |
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) |
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else: |
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optional = "" |
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if one.type_name and head: |
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head += f" ({one.type_name}{optional}):" |
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elif one.type_name: |
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head += f"{one.type_name}{optional}:" |
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else: |
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head += ":" |
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head = indent + head |
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if one.description and rendering_style == RenderingStyle.EXPANDED: |
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body = f"\n{indent}{indent}".join( |
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[head] + one.description.splitlines() |
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) |
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parts.append(body) |
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elif one.description: |
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(first, *rest) = one.description.splitlines() |
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body = f"\n{indent}{indent}".join([head + " " + first] + rest) |
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parts.append(body) |
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else: |
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parts.append(head) |
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def process_sect(name: str, args: T.List[T.Any]): |
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if args: |
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parts.append(name) |
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for arg in args: |
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process_one(arg) |
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parts.append("") |
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parts: T.List[str] = [] |
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if docstring.short_description: |
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parts.append(docstring.short_description) |
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if docstring.blank_after_short_description: |
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parts.append("") |
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if docstring.long_description: |
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parts.append(docstring.long_description) |
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if docstring.blank_after_long_description: |
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parts.append("") |
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process_sect( |
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"Args:", [p for p in docstring.params or [] if p.args[0] == "param"] |
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) |
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process_sect( |
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"Attributes:", |
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[p for p in docstring.params or [] if p.args[0] == "attribute"], |
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) |
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process_sect( |
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"Returns:", |
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[p for p in docstring.many_returns or [] if not p.is_generator], |
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) |
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process_sect( |
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"Yields:", [p for p in docstring.many_returns or [] if p.is_generator] |
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) |
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process_sect("Raises:", docstring.raises or []) |
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if docstring.returns and not docstring.many_returns: |
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ret = docstring.returns |
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parts.append("Yields:" if ret else "Returns:") |
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parts.append("-" * len(parts[-1])) |
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process_one(ret) |
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for meta in docstring.meta: |
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if isinstance( |
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meta, (DocstringParam, DocstringReturns, DocstringRaises) |
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): |
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continue |
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parts.append(meta.args[0].replace("_", "").title() + ":") |
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if meta.description: |
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lines = [indent + l for l in meta.description.splitlines()] |
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parts.append("\n".join(lines)) |
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parts.append("") |
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while parts and not parts[-1]: |
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parts.pop() |
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return "\n".join(parts) |
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