Files
DB-GPT/dbgpt/agent/plugin/plugins_util.py
明天 d5afa6e206 Native data AI application framework based on AWEL+AGENT (#1152)
Co-authored-by: Fangyin Cheng <staneyffer@gmail.com>
Co-authored-by: lcx01800250 <lcx01800250@alibaba-inc.com>
Co-authored-by: licunxing <864255598@qq.com>
Co-authored-by: Aralhi <xiaoping0501@gmail.com>
Co-authored-by: xuyuan23 <643854343@qq.com>
Co-authored-by: aries_ckt <916701291@qq.com>
Co-authored-by: hzh97 <2976151305@qq.com>
2024-02-07 17:43:27 +08:00

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"""加载组件"""
import datetime
import glob
import json
import logging
import os
import threading
import zipfile
from pathlib import Path
from typing import List
from zipimport import zipimporter
import git
import requests
from auto_gpt_plugin_template import AutoGPTPluginTemplate
from dbgpt._private.config import Config
from dbgpt.configs.model_config import PLUGINS_DIR
logger = logging.getLogger(__name__)
def inspect_zip_for_modules(zip_path: str, debug: bool = False) -> list[str]:
"""
Loader zip plugin file. Native support Auto_gpt_plugin
Args:
zip_path (str): Path to the zipfile.
debug (bool, optional): Enable debug logging. Defaults to False.
Returns:
list[str]: The list of module names found or empty list if none were found.
"""
result = []
with zipfile.ZipFile(zip_path, "r") as zfile:
for name in zfile.namelist():
if name.endswith("__init__.py") and not name.startswith("__MACOSX"):
logger.debug(f"Found module '{name}' in the zipfile at: {name}")
result.append(name)
if len(result) == 0:
logger.debug(f"Module '__init__.py' not found in the zipfile @ {zip_path}.")
return result
def write_dict_to_json_file(data: dict, file_path: str) -> None:
"""
Write a dictionary to a JSON file.
Args:
data (dict): Dictionary to write.
file_path (str): Path to the file.
"""
with open(file_path, "w") as file:
json.dump(data, file, indent=4)
def create_directory_if_not_exists(directory_path: str) -> bool:
"""
Create a directory if it does not exist.
Args:
directory_path (str): Path to the directory.
Returns:
bool: True if the directory was created, else False.
"""
if not os.path.exists(directory_path):
try:
os.makedirs(directory_path)
logger.debug(f"Created directory: {directory_path}")
return True
except OSError as e:
logger.warn(f"Error creating directory {directory_path}: {e}")
return False
else:
logger.info(f"Directory {directory_path} already exists")
return True
def load_native_plugins(cfg: Config):
if not cfg.plugins_auto_load:
print("not auto load_native_plugins")
return
def load_from_git(cfg: Config):
print("async load_native_plugins")
branch_name = cfg.plugins_git_branch
native_plugin_repo = "DB-GPT-Plugins"
url = "https://github.com/csunny/{repo}/archive/{branch}.zip"
try:
session = requests.Session()
response = session.get(
url.format(repo=native_plugin_repo, branch=branch_name),
headers={"Authorization": "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"},
)
if response.status_code == 200:
plugins_path_path = Path(PLUGINS_DIR)
files = glob.glob(
os.path.join(plugins_path_path, f"{native_plugin_repo}*")
)
for file in files:
os.remove(file)
now = datetime.datetime.now()
time_str = now.strftime("%Y%m%d%H%M%S")
file_name = f"{plugins_path_path}/{native_plugin_repo}-{branch_name}-{time_str}.zip"
print(file_name)
with open(file_name, "wb") as f:
f.write(response.content)
print("save file")
cfg.set_plugins(scan_plugins(cfg.debug_mode))
else:
print("get file failedresponse code", response.status_code)
except Exception as e:
print("load plugin from git exception!" + str(e))
t = threading.Thread(target=load_from_git, args=(cfg,))
t.start()
def scan_plugin_file(file_path, debug: bool = False) -> List[AutoGPTPluginTemplate]:
logger.info(f"__scan_plugin_file:{file_path},{debug}")
loaded_plugins = []
if moduleList := inspect_zip_for_modules(str(file_path), debug):
for module in moduleList:
plugin = Path(file_path)
module = Path(module)
logger.debug(f"Plugin: {plugin} Module: {module}")
zipped_package = zipimporter(str(plugin))
zipped_module = zipped_package.load_module(str(module.parent))
for key in dir(zipped_module):
if key.startswith("__"):
continue
a_module = getattr(zipped_module, key)
a_keys = dir(a_module)
if (
"_abc_impl" in a_keys
and a_module.__name__ != "AutoGPTPluginTemplate"
# and denylist_allowlist_check(a_module.__name__, cfg)
):
loaded_plugins.append(a_module())
return loaded_plugins
def scan_plugins(
plugins_file_path: str, file_name: str = "", debug: bool = False
) -> List[AutoGPTPluginTemplate]:
"""Scan the plugins directory for plugins and loads them.
Args:
cfg (Config): Config instance including plugins config
debug (bool, optional): Enable debug logging. Defaults to False.
Returns:
List[Tuple[str, Path]]: List of plugins.
"""
loaded_plugins = []
# Generic plugins
plugins_path = Path(plugins_file_path)
if file_name:
plugin_path = Path(plugins_path, file_name)
loaded_plugins = scan_plugin_file(plugin_path)
else:
for plugin_path in plugins_path.glob("*.zip"):
loaded_plugins.extend(scan_plugin_file(plugin_path))
if loaded_plugins:
logger.info(f"\nPlugins found: {len(loaded_plugins)}\n" "--------------------")
for plugin in loaded_plugins:
logger.info(f"{plugin._name}: {plugin._version} - {plugin._description}")
return loaded_plugins
def denylist_allowlist_check(plugin_name: str, cfg: Config) -> bool:
"""Check if the plugin is in the allowlist or denylist.
Args:
plugin_name (str): Name of the plugin.
cfg (Config): Config object.
Returns:
True or False
"""
logger.debug(f"Checking if plugin {plugin_name} should be loaded")
if plugin_name in cfg.plugins_denylist:
logger.debug(f"Not loading plugin {plugin_name} as it was in the denylist.")
return False
if plugin_name in cfg.plugins_allowlist:
logger.debug(f"Loading plugin {plugin_name} as it was in the allowlist.")
return True
ack = input(
f"WARNING: Plugin {plugin_name} found. But not in the"
f" allowlist... Load? ({cfg.authorise_key}/{cfg.exit_key}): "
)
return ack.lower() == cfg.authorise_key
def update_from_git(
download_path: str,
github_repo: str = "",
branch_name: str = "main",
authorization: str = None,
):
os.makedirs(download_path, exist_ok=True)
if github_repo:
if github_repo.index("github.com") <= 0:
raise ValueError("Not a correct Github repository address" + github_repo)
github_repo = github_repo.replace(".git", "")
url = github_repo + "/archive/refs/heads/" + branch_name + ".zip"
plugin_repo_name = github_repo.strip("/").split("/")[-1]
else:
url = (
"https://github.com/eosphoros-ai/DB-GPT-Plugins/archive/refs/heads/main.zip"
)
plugin_repo_name = "DB-GPT-Plugins"
try:
session = requests.Session()
headers = {}
if authorization and len(authorization) > 0:
headers = {"Authorization": authorization}
response = session.get(
url,
headers=headers,
)
if response.status_code == 200:
plugins_path_path = Path(download_path)
files = glob.glob(os.path.join(plugins_path_path, f"{plugin_repo_name}*"))
for file in files:
os.remove(file)
now = datetime.datetime.now()
time_str = now.strftime("%Y%m%d%H%M%S")
file_name = (
f"{plugins_path_path}/{plugin_repo_name}-{branch_name}-{time_str}.zip"
)
print(file_name)
with open(file_name, "wb") as f:
f.write(response.content)
return plugin_repo_name
else:
logger.error("update plugins faildresponse code", response.status_code)
raise ValueError("download plugin faild!" + response.status_code)
except Exception as e:
logger.error("update plugins from git exception!" + str(e))
raise ValueError("download plugin exception!", e)
def __fetch_from_git(local_path, git_url):
logger.info("fetch plugins from git to local path:{}", local_path)
os.makedirs(local_path, exist_ok=True)
repo = git.Repo(local_path)
if repo.is_repo():
repo.remotes.origin.pull()
else:
git.Repo.clone_from(git_url, local_path)
# if repo.head.is_valid():
# clone succ fetch plugins info