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langchain/libs/community/langchain_community/document_loaders/html_bs.py

65 lines
2.0 KiB
Python

import logging
from pathlib import Path
from typing import Dict, Iterator, Union
from langchain_core.documents import Document
from langchain_community.document_loaders.base import BaseLoader
logger = logging.getLogger(__name__)
class BSHTMLLoader(BaseLoader):
"""Load `HTML` files and parse them with `beautiful soup`."""
def __init__(
self,
file_path: Union[str, Path],
open_encoding: Union[str, None] = None,
bs_kwargs: Union[dict, None] = None,
get_text_separator: str = "",
) -> None:
"""initialize with path, and optionally, file encoding to use, and any kwargs
to pass to the BeautifulSoup object.
Args:
file_path: The path to the file to load.
open_encoding: The encoding to use when opening the file.
bs_kwargs: Any kwargs to pass to the BeautifulSoup object.
get_text_separator: The separator to use when calling get_text on the soup.
"""
try:
import bs4 # noqa:F401
except ImportError:
raise ImportError(
"beautifulsoup4 package not found, please install it with "
"`pip install beautifulsoup4`"
)
self.file_path = file_path
self.open_encoding = open_encoding
if bs_kwargs is None:
bs_kwargs = {"features": "lxml"}
self.bs_kwargs = bs_kwargs
self.get_text_separator = get_text_separator
def lazy_load(self) -> Iterator[Document]:
"""Load HTML document into document objects."""
from bs4 import BeautifulSoup
with open(self.file_path, "r", encoding=self.open_encoding) as f:
soup = BeautifulSoup(f, **self.bs_kwargs)
text = soup.get_text(self.get_text_separator)
if soup.title:
title = str(soup.title.string)
else:
title = ""
metadata: Dict[str, Union[str, None]] = {
"source": str(self.file_path),
"title": title,
}
yield Document(page_content=text, metadata=metadata)