open-webui/backend/open_webui/models/tools.py
Timothy Jaeryang Baek d3d161f723 wip
2024-12-10 00:54:13 -08:00

259 lines
7.5 KiB
Python

import logging
import time
from typing import Optional
from open_webui.internal.db import Base, JSONField, get_db
from open_webui.models.users import Users, UserResponse
from open_webui.env import SRC_LOG_LEVELS
from pydantic import BaseModel, ConfigDict
from sqlalchemy import BigInteger, Column, String, Text, JSON
from open_webui.utils.access_control import has_access
log = logging.getLogger(__name__)
log.setLevel(SRC_LOG_LEVELS["MODELS"])
####################
# Tools DB Schema
####################
class Tool(Base):
__tablename__ = "tool"
id = Column(String, primary_key=True)
user_id = Column(String)
name = Column(Text)
content = Column(Text)
specs = Column(JSONField)
meta = Column(JSONField)
valves = Column(JSONField)
access_control = Column(JSON, nullable=True) # Controls data access levels.
# Defines access control rules for this entry.
# - `None`: Public access, available to all users with the "user" role.
# - `{}`: Private access, restricted exclusively to the owner.
# - Custom permissions: Specific access control for reading and writing;
# Can specify group or user-level restrictions:
# {
# "read": {
# "group_ids": ["group_id1", "group_id2"],
# "user_ids": ["user_id1", "user_id2"]
# },
# "write": {
# "group_ids": ["group_id1", "group_id2"],
# "user_ids": ["user_id1", "user_id2"]
# }
# }
updated_at = Column(BigInteger)
created_at = Column(BigInteger)
class ToolMeta(BaseModel):
description: Optional[str] = None
manifest: Optional[dict] = {}
class ToolModel(BaseModel):
id: str
user_id: str
name: str
content: str
specs: list[dict]
meta: ToolMeta
access_control: Optional[dict] = None
updated_at: int # timestamp in epoch
created_at: int # timestamp in epoch
model_config = ConfigDict(from_attributes=True)
####################
# Forms
####################
class ToolUserModel(ToolModel):
user: Optional[UserResponse] = None
class ToolResponse(BaseModel):
id: str
user_id: str
name: str
meta: ToolMeta
access_control: Optional[dict] = None
updated_at: int # timestamp in epoch
created_at: int # timestamp in epoch
class ToolUserResponse(ToolResponse):
user: Optional[UserResponse] = None
class ToolForm(BaseModel):
id: str
name: str
content: str
meta: ToolMeta
access_control: Optional[dict] = None
class ToolValves(BaseModel):
valves: Optional[dict] = None
class ToolsTable:
def insert_new_tool(
self, user_id: str, form_data: ToolForm, specs: list[dict]
) -> Optional[ToolModel]:
with get_db() as db:
tool = ToolModel(
**{
**form_data.model_dump(),
"specs": specs,
"user_id": user_id,
"updated_at": int(time.time()),
"created_at": int(time.time()),
}
)
try:
result = Tool(**tool.model_dump())
db.add(result)
db.commit()
db.refresh(result)
if result:
return ToolModel.model_validate(result)
else:
return None
except Exception as e:
print(f"Error creating tool: {e}")
return None
def get_tool_by_id(self, id: str) -> Optional[ToolModel]:
try:
with get_db() as db:
tool = db.get(Tool, id)
return ToolModel.model_validate(tool)
except Exception:
return None
def get_tools(self) -> list[ToolUserModel]:
with get_db() as db:
tools = []
for tool in db.query(Tool).order_by(Tool.updated_at.desc()).all():
user = Users.get_user_by_id(tool.user_id)
tools.append(
ToolUserModel.model_validate(
{
**ToolModel.model_validate(tool).model_dump(),
"user": user.model_dump() if user else None,
}
)
)
return tools
def get_tools_by_user_id(
self, user_id: str, permission: str = "write"
) -> list[ToolUserModel]:
tools = self.get_tools()
return [
tool
for tool in tools
if tool.user_id == user_id
or has_access(user_id, permission, tool.access_control)
]
def get_tool_valves_by_id(self, id: str) -> Optional[dict]:
try:
with get_db() as db:
tool = db.get(Tool, id)
return tool.valves if tool.valves else {}
except Exception as e:
print(f"An error occurred: {e}")
return None
def update_tool_valves_by_id(self, id: str, valves: dict) -> Optional[ToolValves]:
try:
with get_db() as db:
db.query(Tool).filter_by(id=id).update(
{"valves": valves, "updated_at": int(time.time())}
)
db.commit()
return self.get_tool_by_id(id)
except Exception:
return None
def get_user_valves_by_id_and_user_id(
self, id: str, user_id: str
) -> Optional[dict]:
try:
user = Users.get_user_by_id(user_id)
user_settings = user.settings.model_dump() if user.settings else {}
# Check if user has "tools" and "valves" settings
if "tools" not in user_settings:
user_settings["tools"] = {}
if "valves" not in user_settings["tools"]:
user_settings["tools"]["valves"] = {}
return user_settings["tools"]["valves"].get(id, {})
except Exception as e:
print(f"An error occurred: {e}")
return None
def update_user_valves_by_id_and_user_id(
self, id: str, user_id: str, valves: dict
) -> Optional[dict]:
try:
user = Users.get_user_by_id(user_id)
user_settings = user.settings.model_dump() if user.settings else {}
# Check if user has "tools" and "valves" settings
if "tools" not in user_settings:
user_settings["tools"] = {}
if "valves" not in user_settings["tools"]:
user_settings["tools"]["valves"] = {}
user_settings["tools"]["valves"][id] = valves
# Update the user settings in the database
Users.update_user_by_id(user_id, {"settings": user_settings})
return user_settings["tools"]["valves"][id]
except Exception as e:
print(f"An error occurred: {e}")
return None
def update_tool_by_id(self, id: str, updated: dict) -> Optional[ToolModel]:
try:
with get_db() as db:
db.query(Tool).filter_by(id=id).update(
{**updated, "updated_at": int(time.time())}
)
db.commit()
tool = db.query(Tool).get(id)
db.refresh(tool)
return ToolModel.model_validate(tool)
except Exception:
return None
def delete_tool_by_id(self, id: str) -> bool:
try:
with get_db() as db:
db.query(Tool).filter_by(id=id).delete()
db.commit()
return True
except Exception:
return False
Tools = ToolsTable()