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from abc import ABC, abstractmethod
from enum import IntEnum, auto
from types import SimpleNamespace
from typing import Callable, Match, Union, List, Dict
import re
class Directive:
def __init__(
self, pattern: str, replacement: Union[str, Callable[[Match], str]],
name: Union[str, None] = None,
flags: int = 0
):
self.pattern = pattern
self.replacement = replacement
self.name = name
self.flags = flags
# https://www.sphinx-doc.org/en/master/usage/restructuredtext/domains.html#cross-referencing-python-objects
SPHINX_CROSS_REF_PYTHON = (
'mod',
'func',
'data',
'const',
'class',
'meth',
'attr',
'exc',
'obj'
)
# https://www.sphinx-doc.org/en/master/usage/restructuredtext/domains.html#cross-referencing-c-constructs
SPHINX_CROSS_REF_C = (
'member',
'data',
'func',
'macro',
'struct',
'union',
'enum',
'enumerator',
'type'
)
# https://www.sphinx-doc.org/en/master/usage/restructuredtext/domains.html#cross-referencing
SPHINX_CROSS_REF_CPP = (
'any',
'class',
'struct',
'func',
'member',
'var',
'type',
'concept',
'enum',
'enumerator'
)
# https://www.sphinx-doc.org/en/master/usage/restructuredtext/domains.html#the-javascript-domain
SPHINX_CROSS_REF_JS = (
'mod',
'func',
'meth',
'class',
'data',
'attr'
)
# https://www.sphinx-doc.org/en/master/usage/restructuredtext/domains.html#the-restructuredtext-domain
SPHINX_CROSS_REF_RST = (
'dir',
'role'
)
# https://www.sphinx-doc.org/en/master/usage/restructuredtext/roles.html
SPHINX_CROSS_REF_OTHER = (
'any',
# https://www.sphinx-doc.org/en/master/usage/restructuredtext/roles.html#cross-referencing-other-items-of-interest
'envvar',
'token',
'keyword',
'option',
'term',
)
SPHINX_PARAM = (
'param',
'parameter',
'arg',
'argument',
'key',
'keyword'
)
SPHINX_RULES: List[Directive] = [
Directive(
pattern=r':c:({}):`\.?(?P<name>[^`]+?)`'.format('|'.join(SPHINX_CROSS_REF_C)),
replacement=r'`\g<name>`'
),
Directive(
pattern=r':cpp:({}):`\.?(?P<name>[^`]+?)`'.format('|'.join(SPHINX_CROSS_REF_CPP)),
replacement=r'`\g<name>`'
),
Directive(
pattern=r':js:({}):`\.?(?P<name>[^`]+?)`'.format('|'.join(SPHINX_CROSS_REF_JS)),
replacement=r'`\g<name>`'
),
Directive(
pattern=r'(:py)?:({}):`\.?(?P<name>[^`]+?)`'.format('|'.join(SPHINX_CROSS_REF_PYTHON)),
replacement=r'`\g<name>`'
),
Directive(
pattern=r'(:rst)?:({}):`\.?(?P<name>[^`]+?)`'.format('|'.join(SPHINX_CROSS_REF_RST)),
replacement=r'`\g<name>`'
),
Directive(
pattern=r':({}):`\.?(?P<name>[^`]+?)`'.format('|'.join(SPHINX_CROSS_REF_OTHER)),
replacement=r'`\g<name>`'
),
Directive(
pattern=r'^\s*:({}) (?P<type>\S+) (?P<param>\S+):'.format('|'.join(SPHINX_PARAM)),
replacement=r'- `\g<param>` (`\g<type>`):',
flags=re.MULTILINE
),
Directive(
pattern=r'^\s*:({}) (?P<param>\S+): (?P<desc>.*)(\n|\r\n?):type \2: (?P<type>.*)$'.format('|'.join(SPHINX_PARAM)),
replacement=r'- `\g<param>` (\g<type>): \g<desc>',
flags=re.MULTILINE
),
Directive(
pattern=r'^\s*:({}) (?P<param>\S+):'.format('|'.join(SPHINX_PARAM)),
replacement=r'- `\g<param>`:',
flags=re.MULTILINE
),
Directive(
pattern=r'^\s*:type (?P<param>\S+):',
replacement=r' . Type: `\g<param>`:',
flags=re.MULTILINE
),
Directive(
pattern=r'^\s*:(return|returns):',
replacement=r'- returns:',
flags=re.MULTILINE
),
Directive(
pattern=r'^\s*:rtype: (?P<type>\S+)',
replacement=r'- return type: `\g<type>`',
flags=re.MULTILINE
),
Directive(
pattern=r'^\s*:(raises|raise|except|exception) (?P<exception>\S+):',
replacement=r'- raises `\g<exception>`:',
flags=re.MULTILINE
),
]
class Admonition:
def __init__(self, name: str, label: str, icon: str = ''):
self.name = name
self.label = label
self.icon = icon
@property
def block_markdown(self):
return f'{self.icon} **{self.label}**'
@property
def inline_markdown(self):
return self.block_markdown + ':'
ADMONITIONS = [
Admonition(
name='caution',
label='Caution',
icon='⚠️ '
),
Admonition(
name='attention',
label='Attention',
icon='⚠️ '
),
Admonition(
name='danger',
label='Danger',
icon='⚠️ '
),
Admonition(
name='hint',
label='Hint',
icon='🛈'
),
Admonition(
name='important',
label='Important',
icon='⚠️ '
),
Admonition(
name='note',
label='Note',
icon='🛈'
),
Admonition(
name='tip',
label='Tip',
icon='🛈'
),
Admonition(
name='warning',
label='Warning',
icon='⚠️ '
)
]
ADMONITION_DIRECTIVES: List[Directive] = [
# https://docutils.sourceforge.io/docs/ref/rst/directives.html#admonitions
Directive(
pattern=rf'\.\. {admonition.name}::',
replacement=admonition.inline_markdown
)
for admonition in ADMONITIONS
]
RST_DIRECTIVES: List[Directive] = [
Directive(
pattern=r'\.\. versionchanged:: (?P<version>\S+)(?P<end>$|\n)',
replacement=r'*Changed in \g<version>*\g<end>'
),
Directive(
pattern=r'\.\. versionadded:: (?P<version>\S+)(?P<end>$|\n)',
replacement=r'*Added in \g<version>*\g<end>'
),
Directive(
pattern=r'\.\. deprecated:: (?P<version>\S+)(?P<end>$|\n)',
replacement=r'*Deprecated since \g<version>*\g<end>'
),
*ADMONITION_DIRECTIVES,
Directive(
pattern=r'\.\. seealso::(?P<short_form>.*)(?P<end>$|\n)',
replacement=r'*See also*\g<short_form>\g<end>'
),
Directive(
pattern=r':ref:`(?P<label>[^<`]+?)\s*<(?P<ref>[^>`]+?)>`',
replacement=r'\g<label>: `\g<ref>`'
),
Directive(
pattern=r'`(?P<label>[^<`]+?)(\n?)<(?P<url>[^>`]+)>`_+',
replacement=lambda m: '[' + m.group('label') + '](' + re.sub(r"\s+", "", m.group('url')) + ')'
),
Directive(
pattern=r':mod:`(?P<label>[^`]+)`',
replacement=r'`\g<label>`'
),
Directive(
pattern=r'\.\. currentmodule:: (?P<module>.+)(?P<end>$|\n)',
replacement=''
),
Directive(
pattern=r':math:`(?P<latex>[^`]+?)`',
replacement=r'$\g<latex>$'
),
Directive(
pattern=r'\.\. math:: (?P<latex>[^`]+?)(?P<end>$|\n)',
replacement=r'$$\g<latex>$$\g<end>'
),
Directive(
pattern=r'\.\. highlight:: (?P<language>.+)(?P<end>$|\n)',
replacement=r'',
name='highlight'
),
Directive(
pattern=r'\.\. (code-block|productionlist)::(?P<language>.*)(?P<end>$|\n)',
replacement=r'\g<end>',
name='code-block'
),
*SPHINX_RULES
]
_RST_SECTIONS = {
'Parameters',
'Returns',
'See Also',
'Examples',
'Attributes',
'Notes',
'References'
}
# TODO: type with RstSection = Literal[], and generate _RST_SECTIONS out of it once
# support for Python 3.6 can be safely dropped
SECTION_DIRECTIVES: Dict[str, List[Directive]] = {
'Parameters': [
Directive(
pattern=r'^(?P<other_args>\*\*kwargs|\*args)$',
replacement=r'- `\g<other_args>`'
),
Directive(
pattern=r'^(?P<arg1>[^:\s]+\d), (?P<arg2>[^:\s]+\d), \.\.\. : (?P<type>.+)$',
replacement=r'- `\g<arg1>`, `\g<arg2>`, `...`: \g<type>'
)
],
'References': [
Directive(
pattern=r'^\.\. \[(?P<number>\d+)\] (?P<first_line>.+)$',
replacement=r' - [\g<number>] \g<first_line>'
)
]
}
ESCAPING_RULES: List[Directive] = [
Directive(
pattern=r'(?<!`)__(?P<text>\S+)__(?!`)',
replacement=r'\_\_\g<text>\_\_'
)
]
def _find_directive_pattern(name: str):
return [
directive for directive in RST_DIRECTIVES
if directive.name == name
][0].pattern
HIGHLIGHT_PATTERN = _find_directive_pattern('highlight')
CODE_BLOCK_PATTERN = _find_directive_pattern('code-block')
def looks_like_rst(value: str) -> bool:
# check if any of the characteristic sections (and the properly formatted underline) is there
for section in _RST_SECTIONS:
if (section + '\n' + '-' * len(section) + '\n') in value:
return True
for directive in RST_DIRECTIVES:
if re.search(directive.pattern, value, directive.flags):
return True
# allow "text::" or "text ::" but not "^::$" or "^:::$"
return bool(re.search(r'(\s|\w)::\n', value) or '\n>>> ' in value)
class IBlockBeginning(SimpleNamespace):
"""
Line that does not belong to the code block and should be prepended and analysed separately
"""
remainder: str
class IParser(ABC):
@abstractmethod
def can_parse(self, line: str) -> bool:
"""Whether the line looks like a valid beginning of parsed block."""
@abstractmethod
def initiate_parsing(self, line: str, current_language: str) -> IBlockBeginning:
"""Initiate parsing of given line.
Arguments:
line: first line to be parsed (that passed `can_parse()` test)
current_language: language to use if highlighting code and no other language is specified in `line`
"""
@abstractmethod
def can_consume(self, line: str) -> bool:
"""Whether the line can be parsed, or does it look like an end of parsable area?"""
@abstractmethod
def consume(self, line: str) -> None:
"""Parse given line."""
@abstractmethod
def finish_consumption(self, final: bool) -> str:
"""Finish parsing and return the converted part of the docstring."""
"""Is there another parser that should follow after this parser finished?"""
follower: Union['IParser', None] = None
class TableParser(IParser):
class State(IntEnum):
AWAITS = auto()
PARSING_HEADER = auto()
PARSED_HEADER = auto()
PARSING_ROWS = auto()
FINISHED = auto()
outer_border_pattern: str
column_top_prefix: str
column_top_border: str
column_end_offset: int
_state: int
_column_starts: List[int]
_columns_end: int
_columns: List[str]
_rows: List[List[str]]
_max_sizes: List[int]
_indent: str
def __init__(self):
self._reset_state()
def _reset_state(self):
self._state = TableParser.State.AWAITS
self._column_starts = []
self._columns_end = -1
self._columns = []
self._rows = []
self._max_sizes = []
self._indent = ''
def can_parse(self, line: str) -> bool:
return bool(re.match(self.outer_border_pattern, line))
def initiate_parsing(self, line: str, current_language: str) -> IBlockBeginning:
self._reset_state()
match = re.match(self.outer_border_pattern, line)
assert match
groups = match.groupdict()
self._indent = groups['indent'] or ''
self._column_starts = []
self._columns_end = match.end('column')
previous = self.column_top_prefix
for i, char in enumerate(line):
if char == self.column_top_border and previous == self.column_top_prefix:
self._column_starts.append(i)
previous = char
self._max_sizes = [0 for i in self._column_starts]
self._state = TableParser.State.PARSING_HEADER
return IBlockBeginning(remainder='')
def can_consume(self, line: str) -> bool:
return bool(self._state != TableParser.State.FINISHED)
def consume(self, line: str) -> None:
states = TableParser.State
if self._state == states.PARSING_HEADER:
self._columns = self._split(line)
self._state += 1
elif self._state == states.PARSED_HEADER:
# TODO: check integrity?
self._state += 1
elif self._state == states.PARSING_ROWS:
self._consume_row(line)
def _consume_row(self, line: str):
match = re.match(self.outer_border_pattern, line)
if match:
self._state += 1
else:
self._rows.append(self._split(line))
def _split(self, line: str) -> List[str]:
assert self._column_starts
fragments = []
for i, start in enumerate(self._column_starts):
end = (
self._column_starts[i + 1] + self.column_end_offset
if i < len(self._column_starts) - 1 else
self._columns_end
)
fragment = line[start:end].strip()
fragment = rst_to_markdown(fragment, extract_signature=False)
self._max_sizes[i] = max(self._max_sizes[i], len(fragment))
fragments.append(fragment)
return fragments
def _wrap(self, row: List[str], align=str.ljust) -> str:
padded_row = [
align(e, self._max_sizes[i])
for i, e in enumerate(row)
]
return self._indent + '| ' + (' | '.join(padded_row)) + ' |\n'
def finish_consumption(self, final: bool) -> str:
result = self._wrap(self._columns, align=str.center)
result += self._wrap([
'-' * size
for size in self._max_sizes
])
for row in self._rows:
result += self._wrap(row)
return result
class SimpleTableParser(TableParser):
outer_border_pattern = r'^(?P<indent>\s*)=+(?P<column> +=+)+$'
column_top_prefix = ' '
column_top_border = '='
column_end_offset = 0
class GridTableParser(TableParser):
outer_border_pattern = r'^(?P<indent>\s*)(?P<column>\+-+)+\+$'
column_top_prefix = '+'
column_top_border = '-'
column_end_offset = -1
_expecting_row_content: bool
def _reset_state(self):
super()._reset_state()
self._expecting_row_content = True
def _is_correct_row(self, line: str) -> bool:
stripped = line.lstrip()
if self._expecting_row_content:
return stripped.startswith('|')
else:
return stripped.startswith('+-')
def can_consume(self, line: str) -> bool:
return (
bool(self._state != TableParser.State.FINISHED)
and
(self._state != TableParser.State.PARSING_ROWS or self._is_correct_row(line))
)
def _consume_row(self, line: str):
if self._is_correct_row(line):
if self._expecting_row_content:
self._rows.append(self._split(line))
self._expecting_row_content = not self._expecting_row_content
else:
self._state += 1
class BlockParser(IParser):
enclosure = '```'
follower: Union['IParser', None] = None
_buffer: List[str]
_block_started: bool
def __init__(self):
self._buffer = []
self._block_started = False
@abstractmethod
def can_parse(self, line: str) -> bool:
"""All children should call _start_block in initiate_parsing() implementation."""
def _start_block(self, language: str):
self._buffer.append(self.enclosure + language)
self._block_started = True
def consume(self, line: str):
if not self._block_started:
raise ValueError('Block has not started') # pragma: no cover
self._buffer.append(line)
def finish_consumption(self, final: bool) -> str:
# if the last line is empty (e.g. a separator of intended block), discard it
if self._buffer[len(self._buffer) - 1].strip() == '':
self._buffer.pop()
self._buffer.append(self.enclosure + '\n')
result = '\n'.join(self._buffer)
if not final:
result += '\n'
self._buffer = []
self._block_started = False
return result
class IndentedBlockParser(BlockParser, ABC):
_is_block_beginning: bool
_block_indent_size: Union[int, None]
def __init__(self):
super(IndentedBlockParser, self).__init__()
self._is_block_beginning = False
def _start_block(self, language: str):
super()._start_block(language)
self._block_indent_size = None
self._is_block_beginning = True
def can_consume(self, line: str) -> bool:
if self._is_block_beginning and line.strip() == '':
return True
return bool((len(line) > 0 and re.match(r'^\s', line[0])) or len(line) == 0)
def consume(self, line: str):
if self._is_block_beginning:
# skip the first empty line
self._is_block_beginning = False
if line.strip() == '':
return
if self._block_indent_size is None:
self._block_indent_size = len(line) - len(line.lstrip())
super().consume(line[self._block_indent_size:])
def finish_consumption(self, final: bool) -> str:
self._is_block_beginning = False
self._block_indent_size = None
return super().finish_consumption(final)
class PythonOutputBlockParser(BlockParser):
def can_consume(self, line: str) -> bool:
return line.strip() != '' and not line.startswith('>>>')
def can_parse(self, line: str) -> bool:
return line.strip() != ''
def initiate_parsing(self, line: str, current_language: str) -> IBlockBeginning:
self._start_block('')
self.consume(line)
return IBlockBeginning(remainder='')
class PythonPromptCodeBlockParser(BlockParser):
def can_parse(self, line: str) -> bool:
return line.startswith('>>>')
def initiate_parsing(self, line: str, current_language: str) -> IBlockBeginning:
self._start_block('python')
self.consume(line)
return IBlockBeginning(remainder='')
def can_consume(self, line: str) -> bool:
return line.startswith('>>>') or line.startswith('...')
def consume(self, line: str):
super().consume(self._strip_prompt(line))
def _strip_prompt(self, line: str) -> str:
start = 4 if line.startswith('>>> ') or line.startswith('... ') else 3
return line[start:]
follower = PythonOutputBlockParser()
class DoubleColonBlockParser(IndentedBlockParser):
def can_parse(self, line: str):
# note: Python uses ' ::' but numpy uses just '::'
return line.rstrip().endswith('::')
def initiate_parsing(self, line: str, current_language: str):
language = current_language
if line.strip() == '.. autosummary::':
language = ''
line = ''
else:
line = re.sub(r'::$', '', line)
self._start_block(language)
return IBlockBeginning(remainder=line.rstrip() + '\n\n')
class MathBlockParser(IndentedBlockParser):
enclosure = '$$'
def can_parse(self, line: str):
return line.strip() == '.. math::'
def initiate_parsing(self, line: str, current_language: str):
self._start_block('')
return IBlockBeginning(remainder='')
class NoteBlockParser(IndentedBlockParser):
enclosure = '\n---'
directives = {
f'.. {admonition.name}::': admonition
for admonition in ADMONITIONS
}
def can_parse(self, line: str):
return line.strip() in self.directives
def initiate_parsing(self, line: str, current_language: str):
admonition = self.directives[line.strip()]
self._start_block(f'\n{admonition.block_markdown}\n')
return IBlockBeginning(remainder='')
class ExplicitCodeBlockParser(IndentedBlockParser):
def can_parse(self, line: str) -> bool:
return re.match(CODE_BLOCK_PATTERN, line) is not None
def initiate_parsing(self, line: str, current_language: str) -> IBlockBeginning:
match = re.match(CODE_BLOCK_PATTERN, line)
# already checked in can_parse
assert match
self._start_block(match.group('language').strip() or current_language)
return IBlockBeginning(remainder='')
BLOCK_PARSERS = [
PythonPromptCodeBlockParser(),
NoteBlockParser(),
MathBlockParser(),
ExplicitCodeBlockParser(),
DoubleColonBlockParser(),
SimpleTableParser(),
GridTableParser()
]
RST_SECTIONS = {
section: '\n' + section + '\n' + '-' * len(section)
for section in _RST_SECTIONS
}
DIRECTIVES = [
*RST_DIRECTIVES,
*ESCAPING_RULES
]
def rst_to_markdown(text: str, extract_signature: bool = True) -> str:
"""
Try to parse docstrings in following formats to markdown:
- https://www.python.org/dev/peps/pep-0287/
- https://www.python.org/dev/peps/pep-0257/
- https://sphinxcontrib-napoleon.readthedocs.io/en/latest/example_numpy.html
- https://docutils.sourceforge.io/docs/ref/rst/restructuredtext.html#literal-blocks
It is intended to improve the UX while better the solutions at the backend
are being investigated rather than provide a fully-featured implementation.
Supported features:
- code blocks:
- PEP0257 (formatting of code with highlighting, formatting of output without highlighting)
- after ::
- production lists,
- explicit code blocks
- NumPy-like list items
- external links (inline only)
- as subset of paragraph-level and inline directives
Arguments:
text - the input docstring
"""
language = 'python'
markdown = ''
active_parser: Union[IParser, None] = None
lines_buffer: List[str] = []
most_recent_section: Union[str, None] = None
is_first_line = True
def flush_buffer():
nonlocal lines_buffer
lines = '\n'.join(lines_buffer)
# rst markup handling
for directive in DIRECTIVES:
lines = re.sub(directive.pattern, directive.replacement, lines, flags=directive.flags)
for (section, header) in RST_SECTIONS.items():
lines = lines.replace(header, '\n#### ' + section + '\n')
lines_buffer = []
return lines
for line in text.split('\n'):
if is_first_line:
if extract_signature:
signature_match = re.match(r'^(?P<name>\S+)\((?P<params>.*)\)$', line)
if signature_match and signature_match.group('name').isidentifier():
markdown += '```python\n' + line + '\n```\n'
continue
is_first_line = False
trimmed_line = line.lstrip()
if active_parser:
if active_parser.can_consume(line):
active_parser.consume(line)
else:
markdown += flush_buffer()
markdown += active_parser.finish_consumption(False)
follower = active_parser.follower
if follower and follower.can_parse(line):
active_parser = follower
active_parser.initiate_parsing(line, language)
else:
active_parser = None
if not active_parser:
# we are not in a code block now but maybe we enter start one?
for parser in BLOCK_PARSERS:
if parser.can_parse(line):
active_parser = parser
block_start = parser.initiate_parsing(line, language)
line = block_start.remainder
break
# ok, we are not in any code block (it may start with the next line, but this line is clear - or empty)
# lists handling: items detection
# this one does NOT allow spaces on the left hand side (to avoid false positive matches)
match = re.match(r'^(?P<indent>\s*)(?P<argument>[^:\s]+) : (?P<type>.+)$', line)
if match:
line = match.group('indent') + '- `' + match.group('argument') + '`: ' + match.group('type') + ''
else:
if most_recent_section in SECTION_DIRECTIVES:
for section_directive in SECTION_DIRECTIVES[most_recent_section]:
if re.match(section_directive.pattern, trimmed_line):
line = re.sub(section_directive.pattern, section_directive.replacement, trimmed_line)
break
if trimmed_line.rstrip() in RST_SECTIONS:
most_recent_section = trimmed_line.rstrip()
# change highlight language if requested
# this should not conflict with the parsers starting above
# as the highlight directive should be in a line of its own
highlight_match = re.search(HIGHLIGHT_PATTERN, line)
if highlight_match and highlight_match.group('language').strip() != '':
language = highlight_match.group('language').strip()
lines_buffer.append(line)
markdown += flush_buffer()
# close off the code block - if any
if active_parser:
markdown += active_parser.finish_consumption(True)
return markdown
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