Source code for langchain_community.document_loaders.sharepoint
"""从Sharepoint文档库加载数据的加载程序"""
from __future__ import annotations
from typing import Iterator, List, Optional, Sequence
from langchain_core.documents import Document
from langchain_core.pydantic_v1 import Field
from langchain_community.document_loaders.base_o365 import (
O365BaseLoader,
_FileType,
)
from langchain_community.document_loaders.parsers.registry import get_parser
[docs]class SharePointLoader(O365BaseLoader):
"""从`SharePoint`加载。"""
document_library_id: str = Field(...)
"""要加载数据的SharePoint文档库的ID。"""
folder_path: Optional[str] = None
"""从中加载数据的文件夹路径。"""
object_ids: Optional[List[str]] = None
"""要加载数据的对象的ID。"""
folder_id: Optional[str] = None
"""要加载数据的文件夹的ID。"""
@property
def _file_types(self) -> Sequence[_FileType]:
"""返回支持的文件类型。"""
return _FileType.DOC, _FileType.DOCX, _FileType.PDF
@property
def _scopes(self) -> List[str]:
"""返回所需的范围。"""
return ["sharepoint", "basic"]
[docs] def lazy_load(self) -> Iterator[Document]:
"""懒加载文档。在大规模工作时使用。"""
try:
from O365.drive import Drive, Folder
except ImportError:
raise ImportError(
"O365 package not found, please install it with `pip install o365`"
)
drive = self._auth().storage().get_drive(self.document_library_id)
if not isinstance(drive, Drive):
raise ValueError(f"There isn't a Drive with id {self.document_library_id}.")
blob_parser = get_parser("default")
if self.folder_path:
target_folder = drive.get_item_by_path(self.folder_path)
if not isinstance(target_folder, Folder):
raise ValueError(f"There isn't a folder with path {self.folder_path}.")
for blob in self._load_from_folder(target_folder):
yield from blob_parser.lazy_parse(blob)
if self.folder_id:
target_folder = drive.get_item(self.folder_id)
if not isinstance(target_folder, Folder):
raise ValueError(f"There isn't a folder with path {self.folder_path}.")
for blob in self._load_from_folder(target_folder):
yield from blob_parser.lazy_parse(blob)
if self.object_ids:
for blob in self._load_from_object_ids(drive, self.object_ids):
yield from blob_parser.lazy_parse(blob)
if not (self.folder_path or self.folder_id or self.object_ids):
target_folder = drive.get_root_folder()
if not isinstance(target_folder, Folder):
raise ValueError("Unable to fetch root folder")
for blob in self._load_from_folder(target_folder):
yield from blob_parser.lazy_parse(blob)