langchain/libs/community/langchain_community/utilities/gitlab.py

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community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463) Moved the following modules to new package langchain-community in a backwards compatible fashion: ``` mv langchain/langchain/adapters community/langchain_community mv langchain/langchain/callbacks community/langchain_community/callbacks mv langchain/langchain/chat_loaders community/langchain_community mv langchain/langchain/chat_models community/langchain_community mv langchain/langchain/document_loaders community/langchain_community mv langchain/langchain/docstore community/langchain_community mv langchain/langchain/document_transformers community/langchain_community mv langchain/langchain/embeddings community/langchain_community mv langchain/langchain/graphs community/langchain_community mv langchain/langchain/llms community/langchain_community mv langchain/langchain/memory/chat_message_histories community/langchain_community mv langchain/langchain/retrievers community/langchain_community mv langchain/langchain/storage community/langchain_community mv langchain/langchain/tools community/langchain_community mv langchain/langchain/utilities community/langchain_community mv langchain/langchain/vectorstores community/langchain_community mv langchain/langchain/agents/agent_toolkits community/langchain_community mv langchain/langchain/cache.py community/langchain_community mv langchain/langchain/adapters community/langchain_community mv langchain/langchain/callbacks community/langchain_community/callbacks mv langchain/langchain/chat_loaders community/langchain_community mv langchain/langchain/chat_models community/langchain_community mv langchain/langchain/document_loaders community/langchain_community mv langchain/langchain/docstore community/langchain_community mv langchain/langchain/document_transformers community/langchain_community mv langchain/langchain/embeddings community/langchain_community mv langchain/langchain/graphs community/langchain_community mv langchain/langchain/llms community/langchain_community mv langchain/langchain/memory/chat_message_histories community/langchain_community mv langchain/langchain/retrievers community/langchain_community mv langchain/langchain/storage community/langchain_community mv langchain/langchain/tools community/langchain_community mv langchain/langchain/utilities community/langchain_community mv langchain/langchain/vectorstores community/langchain_community mv langchain/langchain/agents/agent_toolkits community/langchain_community mv langchain/langchain/cache.py community/langchain_community ``` Moved the following to core ``` mv langchain/langchain/utils/json_schema.py core/langchain_core/utils mv langchain/langchain/utils/html.py core/langchain_core/utils mv langchain/langchain/utils/strings.py core/langchain_core/utils cat langchain/langchain/utils/env.py >> core/langchain_core/utils/env.py rm langchain/langchain/utils/env.py ``` See .scripts/community_split/script_integrations.sh for all changes
2023-12-11 21:53:30 +00:00
"""Util that calls gitlab."""
from __future__ import annotations
import json
from typing import TYPE_CHECKING, Any, Dict, List, Optional
from langchain_core.pydantic_v1 import BaseModel, Extra, root_validator
from langchain_core.utils import get_from_dict_or_env
if TYPE_CHECKING:
from gitlab.v4.objects import Issue
class GitLabAPIWrapper(BaseModel):
"""Wrapper for GitLab API."""
gitlab: Any #: :meta private:
gitlab_repo_instance: Any #: :meta private:
gitlab_repository: Optional[str] = None
"""The name of the GitLab repository, in the form {username}/{repo-name}."""
gitlab_personal_access_token: Optional[str] = None
"""Personal access token for the GitLab service, used for authentication."""
gitlab_branch: Optional[str] = None
"""The specific branch in the GitLab repository where the bot will make
its commits. Defaults to 'main'.
"""
gitlab_base_branch: Optional[str] = None
"""The base branch in the GitLab repository, used for comparisons.
Usually 'main' or 'master'. Defaults to 'main'.
"""
class Config:
"""Configuration for this pydantic object."""
extra = Extra.forbid
@root_validator()
def validate_environment(cls, values: Dict) -> Dict:
"""Validate that api key and python package exists in environment."""
gitlab_url = get_from_dict_or_env(
values, "gitlab_url", "GITLAB_URL", default=None
)
gitlab_repository = get_from_dict_or_env(
values, "gitlab_repository", "GITLAB_REPOSITORY"
)
gitlab_personal_access_token = get_from_dict_or_env(
values, "gitlab_personal_access_token", "GITLAB_PERSONAL_ACCESS_TOKEN"
)
gitlab_branch = get_from_dict_or_env(
values, "gitlab_branch", "GITLAB_BRANCH", default="main"
)
gitlab_base_branch = get_from_dict_or_env(
values, "gitlab_base_branch", "GITLAB_BASE_BRANCH", default="main"
)
try:
import gitlab
except ImportError:
raise ImportError(
"python-gitlab is not installed. "
"Please install it with `pip install python-gitlab`"
)
g = gitlab.Gitlab(
url=gitlab_url,
private_token=gitlab_personal_access_token,
keep_base_url=True,
)
g.auth()
values["gitlab"] = g
values["gitlab_repo_instance"] = g.projects.get(gitlab_repository)
values["gitlab_repository"] = gitlab_repository
values["gitlab_personal_access_token"] = gitlab_personal_access_token
values["gitlab_branch"] = gitlab_branch
values["gitlab_base_branch"] = gitlab_base_branch
return values
def parse_issues(self, issues: List[Issue]) -> List[dict]:
"""
Extracts title and number from each Issue and puts them in a dictionary
Parameters:
issues(List[Issue]): A list of gitlab Issue objects
Returns:
List[dict]: A dictionary of issue titles and numbers
"""
parsed = []
for issue in issues:
title = issue.title
number = issue.iid
parsed.append({"title": title, "number": number})
return parsed
def get_issues(self) -> str:
"""
Fetches all open issues from the repo
Returns:
str: A plaintext report containing the number of issues
and each issue's title and number.
"""
issues = self.gitlab_repo_instance.issues.list(state="opened")
if len(issues) > 0:
parsed_issues = self.parse_issues(issues)
parsed_issues_str = (
"Found " + str(len(parsed_issues)) + " issues:\n" + str(parsed_issues)
)
return parsed_issues_str
else:
return "No open issues available"
def get_issue(self, issue_number: int) -> Dict[str, Any]:
"""
Fetches a specific issue and its first 10 comments
Parameters:
issue_number(int): The number for the gitlab issue
Returns:
dict: A dictionary containing the issue's title,
body, and comments as a string
"""
issue = self.gitlab_repo_instance.issues.get(issue_number)
page = 0
comments: List[dict] = []
while len(comments) <= 10:
comments_page = issue.notes.list(page=page)
if len(comments_page) == 0:
break
for comment in comments_page:
comment = issue.notes.get(comment.id)
comments.append(
{"body": comment.body, "user": comment.author["username"]}
)
page += 1
return {
"title": issue.title,
"body": issue.description,
"comments": str(comments),
}
def create_pull_request(self, pr_query: str) -> str:
"""
Makes a pull request from the bot's branch to the base branch
Parameters:
pr_query(str): a string which contains the PR title
and the PR body. The title is the first line
in the string, and the body are the rest of the string.
For example, "Updated README\nmade changes to add info"
Returns:
str: A success or failure message
"""
if self.gitlab_base_branch == self.gitlab_branch:
return """Cannot make a pull request because
commits are already in the master branch"""
else:
try:
title = pr_query.split("\n")[0]
body = pr_query[len(title) + 2 :]
pr = self.gitlab_repo_instance.mergerequests.create(
{
"source_branch": self.gitlab_branch,
"target_branch": self.gitlab_base_branch,
"title": title,
"description": body,
"labels": ["created-by-agent"],
}
)
return f"Successfully created PR number {pr.iid}"
except Exception as e:
return "Unable to make pull request due to error:\n" + str(e)
def comment_on_issue(self, comment_query: str) -> str:
"""
Adds a comment to a gitlab issue
Parameters:
comment_query(str): a string which contains the issue number,
two newlines, and the comment.
for example: "1\n\nWorking on it now"
adds the comment "working on it now" to issue 1
Returns:
str: A success or failure message
"""
issue_number = int(comment_query.split("\n\n")[0])
comment = comment_query[len(str(issue_number)) + 2 :]
try:
issue = self.gitlab_repo_instance.issues.get(issue_number)
issue.notes.create({"body": comment})
return "Commented on issue " + str(issue_number)
except Exception as e:
return "Unable to make comment due to error:\n" + str(e)
def create_file(self, file_query: str) -> str:
"""
Creates a new file on the gitlab repo
Parameters:
file_query(str): a string which contains the file path
and the file contents. The file path is the first line
in the string, and the contents are the rest of the string.
For example, "hello_world.md\n# Hello World!"
Returns:
str: A success or failure message
"""
file_path = file_query.split("\n")[0]
file_contents = file_query[len(file_path) + 2 :]
try:
self.gitlab_repo_instance.files.get(file_path, self.gitlab_branch)
return f"File already exists at {file_path}. Use update_file instead"
except Exception:
data = {
"branch": self.gitlab_branch,
"commit_message": "Create " + file_path,
"file_path": file_path,
"content": file_contents,
}
self.gitlab_repo_instance.files.create(data)
return "Created file " + file_path
def read_file(self, file_path: str) -> str:
"""
Reads a file from the gitlab repo
Parameters:
file_path(str): the file path
Returns:
str: The file decoded as a string
"""
file = self.gitlab_repo_instance.files.get(file_path, self.gitlab_branch)
return file.decode().decode("utf-8")
def update_file(self, file_query: str) -> str:
"""
Updates a file with new content.
Parameters:
file_query(str): Contains the file path and the file contents.
The old file contents is wrapped in OLD <<<< and >>>> OLD
The new file contents is wrapped in NEW <<<< and >>>> NEW
For example:
test/hello.txt
OLD <<<<
Hello Earth!
>>>> OLD
NEW <<<<
Hello Mars!
>>>> NEW
Returns:
A success or failure message
"""
try:
file_path = file_query.split("\n")[0]
old_file_contents = (
file_query.split("OLD <<<<")[1].split(">>>> OLD")[0].strip()
)
new_file_contents = (
file_query.split("NEW <<<<")[1].split(">>>> NEW")[0].strip()
)
file_content = self.read_file(file_path)
updated_file_content = file_content.replace(
old_file_contents, new_file_contents
)
if file_content == updated_file_content:
return (
"File content was not updated because old content was not found."
"It may be helpful to use the read_file action to get "
"the current file contents."
)
commit = {
"branch": self.gitlab_branch,
"commit_message": "Create " + file_path,
"actions": [
{
"action": "update",
"file_path": file_path,
"content": updated_file_content,
}
],
}
self.gitlab_repo_instance.commits.create(commit)
return "Updated file " + file_path
except Exception as e:
return "Unable to update file due to error:\n" + str(e)
def delete_file(self, file_path: str) -> str:
"""
Deletes a file from the repo
Parameters:
file_path(str): Where the file is
Returns:
str: Success or failure message
"""
try:
self.gitlab_repo_instance.files.delete(
file_path, self.gitlab_branch, "Delete " + file_path
)
return "Deleted file " + file_path
except Exception as e:
return "Unable to delete file due to error:\n" + str(e)
def run(self, mode: str, query: str) -> str:
if mode == "get_issues":
return self.get_issues()
elif mode == "get_issue":
return json.dumps(self.get_issue(int(query)))
elif mode == "comment_on_issue":
return self.comment_on_issue(query)
elif mode == "create_file":
return self.create_file(query)
elif mode == "create_pull_request":
return self.create_pull_request(query)
elif mode == "read_file":
return self.read_file(query)
elif mode == "update_file":
return self.update_file(query)
elif mode == "delete_file":
return self.delete_file(query)
else:
raise ValueError("Invalid mode" + mode)