mirror of
https://github.com/hwchase17/langchain
synced 2024-11-08 07:10:35 +00:00
64 lines
2.0 KiB
Python
64 lines
2.0 KiB
Python
|
import logging
|
||
|
from typing import Dict, List, 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: str,
|
||
|
open_encoding: Union[str, None] = None,
|
||
|
bs_kwargs: Union[dict, None] = None,
|
||
|
get_text_separator: str = "",
|
||
|
) -> None:
|
||
|
"""Initialise 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 load(self) -> List[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": self.file_path,
|
||
|
"title": title,
|
||
|
}
|
||
|
return [Document(page_content=text, metadata=metadata)]
|