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

111 lines
4.0 KiB
Python

import os
from typing import Callable, List, Optional
from langchain_core.documents import Document
from langchain_community.document_loaders.base import BaseLoader
class GitLoader(BaseLoader):
"""Load `Git` repository files.
The Repository can be local on disk available at `repo_path`,
or remote at `clone_url` that will be cloned to `repo_path`.
Currently, supports only text files.
Each document represents one file in the repository. The `path` points to
the local Git repository, and the `branch` specifies the branch to load
files from. By default, it loads from the `main` branch.
"""
def __init__(
self,
repo_path: str,
clone_url: Optional[str] = None,
branch: Optional[str] = "main",
file_filter: Optional[Callable[[str], bool]] = None,
):
"""
Args:
repo_path: The path to the Git repository.
clone_url: Optional. The URL to clone the repository from.
branch: Optional. The branch to load files from. Defaults to `main`.
file_filter: Optional. A function that takes a file path and returns
a boolean indicating whether to load the file. Defaults to None.
"""
self.repo_path = repo_path
self.clone_url = clone_url
self.branch = branch
self.file_filter = file_filter
def load(self) -> List[Document]:
try:
from git import Blob, Repo # type: ignore
except ImportError as ex:
raise ImportError(
"Could not import git python package. "
"Please install it with `pip install GitPython`."
) from ex
if not os.path.exists(self.repo_path) and self.clone_url is None:
raise ValueError(f"Path {self.repo_path} does not exist")
elif self.clone_url:
# If the repo_path already contains a git repository, verify that it's the
# same repository as the one we're trying to clone.
if os.path.isdir(os.path.join(self.repo_path, ".git")):
repo = Repo(self.repo_path)
# If the existing repository is not the same as the one we're trying to
# clone, raise an error.
if repo.remotes.origin.url != self.clone_url:
raise ValueError(
"A different repository is already cloned at this path."
)
else:
repo = Repo.clone_from(self.clone_url, self.repo_path)
repo.git.checkout(self.branch)
else:
repo = Repo(self.repo_path)
repo.git.checkout(self.branch)
docs: List[Document] = []
for item in repo.tree().traverse():
if not isinstance(item, Blob):
continue
file_path = os.path.join(self.repo_path, item.path)
ignored_files = repo.ignored([file_path]) # type: ignore
if len(ignored_files):
continue
# uses filter to skip files
if self.file_filter and not self.file_filter(file_path):
continue
rel_file_path = os.path.relpath(file_path, self.repo_path)
try:
with open(file_path, "rb") as f:
content = f.read()
file_type = os.path.splitext(item.name)[1]
# loads only text files
try:
text_content = content.decode("utf-8")
except UnicodeDecodeError:
continue
metadata = {
"source": rel_file_path,
"file_path": rel_file_path,
"file_name": item.name,
"file_type": file_type,
}
doc = Document(page_content=text_content, metadata=metadata)
docs.append(doc)
except Exception as e:
print(f"Error reading file {file_path}: {e}") # noqa: T201
return docs