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The backend import package is now docsgpt, the name it will carry on PyPI; application was far too generic to install into anyone's site-packages. git mv plus a mechanical rewrite of every import, dotted string and path reference: 734 Python files, the compose files, Dockerfile, workflows, docs, setup scripts, devcontainer, k8s manifests, vscode config, pytest and coverage config, .gitignore. Behaviour is unchanged. Kept for one release: - A top-level application package whose meta-path finder resolves application.x.y to the already-imported docsgpt.x.y object, so old imports and entry points (celery -A application.app.celery, uvicorn application.asgi:asgi_app) keep working with a FutureWarning. - Celery registers every application.* task name as an alias of its docsgpt.* task on start-up, so messages queued by the previous release still run. The redbeat key prefix moves to redbeat:docsgpt:v2: so schedule entries the previous release wrote are left unread instead of firing twice. The backend image builds from the repository root (docker build -f docsgpt/Dockerfile .) so it can ship the alias package; a root .dockerignore allow-lists docsgpt/ and application/ and keeps caches, local data, .env files, the sample index files and the Dockerfile out. Compose and the image workflows point at the new context.
239 lines
8.9 KiB
Python
239 lines
8.9 KiB
Python
"""HTML parsers.
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``HTMLParser`` returns the visible text of a page (the ``fast`` engine and
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the legacy no-docling map rely on that plain-text contract).
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``HTMLMarkdownParser`` returns Markdown instead and is what the anydoc
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engine maps ``.html``/``.xhtml`` to: anydoc has no HTML support, and
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markdownify — already a dependency of the web crawler — keeps links, GFM
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tables, headings and byte-exact code blocks at a few ms per page.
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"""
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import logging
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import re
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from pathlib import Path
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from typing import Dict, Optional, Tuple, Union
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from docsgpt.core.settings import settings
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from docsgpt.parser.file.base_parser import BaseParser
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from docsgpt.utils import truncate_to_line_boundary
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logger = logging.getLogger(__name__)
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# The crawler's conventions (``crawler_markdown.py`` / ``read_webpage.py``),
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# so file and web ingestion produce the same Markdown shape.
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MARKDOWNIFY_OPTIONS = {"heading_style": "ATX", "newline_style": "BACKSLASH"}
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# Elements whose text is never document content. ``title`` is reported via
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# ``get_file_metadata`` instead of leaking in as a stray first line.
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_DROP_TAGS = ("title", "script", "style", "noscript", "template")
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# Attributes whose ``data:`` URIs would otherwise land in the Markdown as
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# link/image targets: one inline image is megabytes of base64 "text" for the
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# chunker and embedder (a 5 MB data-URI ``<img>`` measured 7 MB of output).
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_URI_ATTRIBUTES = ("src", "href", "srcset", "poster", "data")
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def html_to_markdown(html: Union[str, bytes]) -> str:
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"""Convert an HTML/XHTML document to Markdown.
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Args:
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html: The markup. Pass the raw bytes when you have them: BeautifulSoup
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then decodes by the document's own BOM / ``<meta charset>``
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instead of the process locale, so a windows-1250 page keeps its
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diacritics.
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Returns:
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Markdown with runs of blank lines collapsed to one.
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"""
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from bs4 import BeautifulSoup
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return soup_to_markdown(BeautifulSoup(html, "html.parser"))
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def soup_to_markdown(soup) -> str:
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"""Convert a parsed ``BeautifulSoup`` tree to Markdown.
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Destructive: the non-content elements in ``_DROP_TAGS`` (including
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``<title>``) are removed from ``soup``; read the title first.
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Args:
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soup: The parsed document.
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Returns:
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Markdown with runs of blank lines collapsed to one.
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"""
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from bs4 import CData, Declaration, ProcessingInstruction
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from markdownify import MarkdownConverter
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for tag in soup.find_all(_DROP_TAGS):
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tag.decompose()
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# ``<?xml ...?>`` (every XHTML file), CDATA and stray declarations are
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# not text; markdownify would emit them as the document's first line.
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for node in soup.find_all(string=lambda s: isinstance(s, (ProcessingInstruction, CData, Declaration))):
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node.extract()
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for tag in soup.find_all(True):
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for attribute in _URI_ATTRIBUTES:
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value = tag.get(attribute)
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if isinstance(value, list):
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value = " ".join(value)
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if isinstance(value, str) and "data:" in value.lower():
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del tag[attribute]
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markdown = MarkdownConverter(**MARKDOWNIFY_OPTIONS).convert_soup(soup)
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return re.sub(r"\n{3,}", "\n\n", markdown).strip()
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def _soup_title(soup) -> Optional[str]:
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"""The document's ``<title>`` text, or None."""
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if soup.title and soup.title.string:
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return str(soup.title.string)
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return None
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def _trim_torn_utf8_tail(data: bytes) -> bytes:
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"""Drop a trailing partial multi-byte UTF-8 sequence left by a byte cut.
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A cut that lands inside a multi-byte character matters more than one
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lost glyph: BeautifulSoup decodes strictly and, when the declared UTF-8
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fails on the torn tail, retries as windows-1252 — and if every other
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non-ASCII byte happens to be cp1252-valid (German umlauts are), the
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*whole* document comes back as mojibake. Only a UTF-8 tail is
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recognised; a single-byte page loses at most the final byte.
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Args:
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data: A head window whose last bytes may be a torn sequence.
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Returns:
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``data`` minus any trailing incomplete UTF-8 sequence.
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"""
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end = len(data)
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trailing = 0
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while end > 0 and trailing < 3 and 0x80 <= data[end - 1] < 0xC0:
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end -= 1
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trailing += 1
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if end == 0:
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return data
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lead = data[end - 1]
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if lead < 0xC0:
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return data
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need = 2 if lead < 0xE0 else 3 if lead < 0xF0 else 4
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if trailing + 1 < need:
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return data[: end - 1]
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return data
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def read_markup_head(file: Path, max_bytes: int) -> bytes:
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"""Read a markup file, head-truncated to ``max_bytes`` on a line boundary.
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HTML has no lightweight fallback parser to bound it by other means (the
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way oversized CSV/XLSX go to the plain tabular parsers), and the soup +
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markdownify tree costs ~50x the input — 30 MB measured at 1.6 GB RSS,
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against a 100 MB upload cap. Parsing only the head keeps one upload from
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taking the ingest worker down; the cut lands on a line boundary when one
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is reasonably close, and the lenient HTML parser copes with the torn tail.
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Args:
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file: Path to the markup file.
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max_bytes: Size gate; ``<= 0`` reads the whole file.
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Returns:
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The file's bytes, or its first ``max_bytes`` when it is larger.
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"""
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with open(file, "rb") as fh:
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if max_bytes <= 0:
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return fh.read()
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head = fh.read(max_bytes + 1)
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if len(head) <= max_bytes:
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return head
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logger.warning(
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f"Markup {Path(file).name} exceeds MARKUP_MAX_BYTES ({max_bytes}); "
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f"parsing the first {max_bytes} bytes to bound memory"
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)
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head = head[:max_bytes]
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if head[:2] in (b"\xff\xfe", b"\xfe\xff"):
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# UTF-16 (BOM-declared): a byte-level line cut lands between the two
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# bytes of a code unit and the strict decode then fails outright, so
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# keep an even byte count and let the lenient parser take the torn
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# tail. (Only 2-byte units matter here; a torn surrogate pair is one
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# lost character.)
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return head[: len(head) - (len(head) % 2)]
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return _trim_torn_utf8_tail(truncate_to_line_boundary(head))
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class HTMLParser(BaseParser):
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"""HTML parser."""
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def _init_parser(self) -> Dict:
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"""Init parser."""
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return {}
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def parse_file(self, file: Path, errors: str = "ignore") -> Union[str, list[str]]:
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"""Extract the visible text of an HTML file.
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Returns the text as a string, matching the other file parsers — the
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title is recovered separately by ``get_file_metadata``.
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"""
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from bs4 import BeautifulSoup
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with open(file, "r", errors=errors) as f:
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soup = BeautifulSoup(f, "html.parser")
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return soup.get_text("\n")
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def get_file_metadata(self, file: Path) -> Dict:
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"""Return the document title, when the markup carries one."""
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from bs4 import BeautifulSoup
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try:
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with open(file, "r", errors="ignore") as f:
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soup = BeautifulSoup(f, "html.parser")
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except OSError:
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return {}
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if soup.title and soup.title.string:
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return {"title": str(soup.title.string)}
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return {}
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class HTMLMarkdownParser(HTMLParser):
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"""HTML/XHTML to Markdown, for chunking and retrieval.
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Differs from ``HTMLParser`` in three ways: the body comes back as
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Markdown; the file is read as bytes so the document's own charset
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declaration wins over the process locale; and input is head-truncated at
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``MARKUP_MAX_BYTES`` (the docling HTML path has the same gate under
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``DOCLING_MARKUP_MAX_BYTES``).
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"""
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def __init__(self, parser_config: Optional[Dict] = None) -> None:
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super().__init__(parser_config)
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# (path, title) of the most recent ``parse_file``, so the metadata
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# call that follows it does not build the soup a second time.
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self._last_title: Optional[Tuple[Path, Optional[str]]] = None
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@staticmethod
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def _read(file: Path) -> bytes:
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return read_markup_head(Path(file), int(settings.MARKUP_MAX_BYTES))
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def parse_file(self, file: Path, errors: str = "ignore") -> Union[str, list[str]]:
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"""Convert an HTML file to Markdown.
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``errors`` is accepted for the ``BaseParser`` contract but unused:
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decoding is done by BeautifulSoup from the raw bytes.
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"""
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from bs4 import BeautifulSoup
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_ = errors
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soup = BeautifulSoup(self._read(file), "html.parser")
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self._last_title = (Path(file), _soup_title(soup))
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return soup_to_markdown(soup)
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def get_file_metadata(self, file: Path) -> Dict:
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"""Return the document title, decoded the same way as the body."""
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from bs4 import BeautifulSoup
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last = self._last_title
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if last is not None and last[0] == Path(file):
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title = last[1]
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else:
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try:
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title = _soup_title(BeautifulSoup(self._read(file), "html.parser"))
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except OSError:
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return {}
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return {"title": title} if title else {}
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