Source code for langchain_community.utilities.gitlab

"""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

    from gitlab.v4.objects import Issue

[docs]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="" ) 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
[docs] 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
[docs] 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"
[docs] 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( comments.append( {"body": comment.body, "user":["username"]} ) page += 1 return { "title": issue.title, "body": issue.description, "comments": str(comments), }
[docs] 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)
[docs] 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)
[docs] 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, "\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
[docs] 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")
[docs] 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)
[docs] 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)
[docs] 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)