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