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from pydantic import BaseModel, ConfigDict | |
from typing import Optional | |
import time | |
import logging | |
from sqlalchemy import String, Column, BigInteger, Text | |
from apps.webui.internal.db import Base, JSONField, get_db | |
from apps.webui.models.users import Users | |
import json | |
import copy | |
from config import SRC_LOG_LEVELS | |
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) | |
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 | |
updated_at: int # timestamp in epoch | |
created_at: int # timestamp in epoch | |
model_config = ConfigDict(from_attributes=True) | |
#################### | |
# Forms | |
#################### | |
class ToolResponse(BaseModel): | |
id: str | |
user_id: str | |
name: str | |
meta: ToolMeta | |
updated_at: int # timestamp in epoch | |
created_at: int # timestamp in epoch | |
class ToolForm(BaseModel): | |
id: str | |
name: str | |
content: str | |
meta: ToolMeta | |
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[ToolModel]: | |
with get_db() as db: | |
return [ToolModel.model_validate(tool) for tool in db.query(Tool).all()] | |
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() | |