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- from pydantic import BaseModel
- from peewee import *
- from playhouse.shortcuts import model_to_dict
- from typing import List, Union, Optional
- import time
- import logging
- from apps.webui.internal.db import DB, JSONField
- 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"])
- ####################
- # Functions DB Schema
- ####################
- class Function(Model):
- id = CharField(unique=True)
- user_id = CharField()
- name = TextField()
- type = TextField()
- content = TextField()
- meta = JSONField()
- valves = JSONField()
- is_active = BooleanField(default=False)
- is_global = BooleanField(default=False)
- updated_at = BigIntegerField()
- created_at = BigIntegerField()
- class Meta:
- database = DB
- class FunctionMeta(BaseModel):
- description: Optional[str] = None
- manifest: Optional[dict] = {}
- class FunctionModel(BaseModel):
- id: str
- user_id: str
- name: str
- type: str
- content: str
- meta: FunctionMeta
- is_active: bool = False
- is_global: bool = False
- updated_at: int # timestamp in epoch
- created_at: int # timestamp in epoch
- ####################
- # Forms
- ####################
- class FunctionResponse(BaseModel):
- id: str
- user_id: str
- type: str
- name: str
- meta: FunctionMeta
- is_active: bool
- is_global: bool
- updated_at: int # timestamp in epoch
- created_at: int # timestamp in epoch
- class FunctionForm(BaseModel):
- id: str
- name: str
- content: str
- meta: FunctionMeta
- class FunctionValves(BaseModel):
- valves: Optional[dict] = None
- class FunctionsTable:
- def __init__(self, db):
- self.db = db
- self.db.create_tables([Function])
- def insert_new_function(
- self, user_id: str, type: str, form_data: FunctionForm
- ) -> Optional[FunctionModel]:
- function = FunctionModel(
- **{
- **form_data.model_dump(),
- "user_id": user_id,
- "type": type,
- "updated_at": int(time.time()),
- "created_at": int(time.time()),
- }
- )
- try:
- result = Function.create(**function.model_dump())
- if result:
- return function
- else:
- return None
- except Exception as e:
- print(f"Error creating tool: {e}")
- return None
- def get_function_by_id(self, id: str) -> Optional[FunctionModel]:
- try:
- function = Function.get(Function.id == id)
- return FunctionModel(**model_to_dict(function))
- except:
- return None
- def get_functions(self, active_only=False) -> List[FunctionModel]:
- if active_only:
- return [
- FunctionModel(**model_to_dict(function))
- for function in Function.select().where(Function.is_active == True)
- ]
- else:
- return [
- FunctionModel(**model_to_dict(function))
- for function in Function.select()
- ]
- def get_functions_by_type(
- self, type: str, active_only=False
- ) -> List[FunctionModel]:
- if active_only:
- return [
- FunctionModel(**model_to_dict(function))
- for function in Function.select().where(
- Function.type == type, Function.is_active == True
- )
- ]
- else:
- return [
- FunctionModel(**model_to_dict(function))
- for function in Function.select().where(Function.type == type)
- ]
- def get_global_filter_functions(self) -> List[FunctionModel]:
- return [
- FunctionModel(**model_to_dict(function))
- for function in Function.select().where(
- Function.type == "filter",
- Function.is_active == True,
- Function.is_global == True,
- )
- ]
- def get_function_valves_by_id(self, id: str) -> Optional[dict]:
- try:
- function = Function.get(Function.id == id)
- return function.valves if function.valves else {}
- except Exception as e:
- print(f"An error occurred: {e}")
- return None
- def update_function_valves_by_id(
- self, id: str, valves: dict
- ) -> Optional[FunctionValves]:
- try:
- query = Function.update(
- **{"valves": valves},
- updated_at=int(time.time()),
- ).where(Function.id == id)
- query.execute()
- function = Function.get(Function.id == id)
- return FunctionValves(**model_to_dict(function))
- except:
- 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()
- # Check if user has "functions" and "valves" settings
- if "functions" not in user_settings:
- user_settings["functions"] = {}
- if "valves" not in user_settings["functions"]:
- user_settings["functions"]["valves"] = {}
- return user_settings["functions"]["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()
- # Check if user has "functions" and "valves" settings
- if "functions" not in user_settings:
- user_settings["functions"] = {}
- if "valves" not in user_settings["functions"]:
- user_settings["functions"]["valves"] = {}
- user_settings["functions"]["valves"][id] = valves
- # Update the user settings in the database
- query = Users.update_user_by_id(user_id, {"settings": user_settings})
- query.execute()
- return user_settings["functions"]["valves"][id]
- except Exception as e:
- print(f"An error occurred: {e}")
- return None
- def update_function_by_id(self, id: str, updated: dict) -> Optional[FunctionModel]:
- try:
- query = Function.update(
- **updated,
- updated_at=int(time.time()),
- ).where(Function.id == id)
- query.execute()
- function = Function.get(Function.id == id)
- return FunctionModel(**model_to_dict(function))
- except:
- return None
- def deactivate_all_functions(self) -> Optional[bool]:
- try:
- query = Function.update(
- **{"is_active": False},
- updated_at=int(time.time()),
- )
- query.execute()
- return True
- except:
- return None
- def delete_function_by_id(self, id: str) -> bool:
- try:
- query = Function.delete().where((Function.id == id))
- query.execute() # Remove the rows, return number of rows removed.
- return True
- except:
- return False
- Functions = FunctionsTable(DB)
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