cleaned up singleton notebook

This commit is contained in:
John Lancaster
2024-08-12 17:20:31 -05:00
parent 652194200b
commit 4678d9197a

168
Singleton.ipynb Normal file
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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Pure Python Metaclass"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Initializing singleton: 21aac41a-ee95-40c0-88f1-f55eaf81ac60\n",
"MySingleton(uuid=UUID('21aac41a-ee95-40c0-88f1-f55eaf81ac60'))\n",
"MySingleton(uuid=UUID('21aac41a-ee95-40c0-88f1-f55eaf81ac60'))\n",
"MySingleton(uuid=UUID('21aac41a-ee95-40c0-88f1-f55eaf81ac60'))\n",
"MySingleton(uuid=UUID('21aac41a-ee95-40c0-88f1-f55eaf81ac60'))\n",
"MySingleton(uuid=UUID('21aac41a-ee95-40c0-88f1-f55eaf81ac60'))\n"
]
}
],
"source": [
"from dataclasses import dataclass, field\n",
"from uuid import UUID, uuid4\n",
"\n",
"\n",
"# Metaclass definition\n",
"class Singleton(type):\n",
" _instances = {}\n",
"\n",
" def __call__(cls, *args, **kwargs):\n",
" if cls not in cls._instances:\n",
" cls._instances[cls] = super().__call__(*args, **kwargs)\n",
" return cls._instances[cls]\n",
"\n",
"\n",
"# gives an example of inheritance\n",
"@dataclass\n",
"class ParentClass:\n",
" uuid: UUID = field(init=False, default_factory=uuid4)\n",
"\n",
"\n",
"# Main singleton class\n",
"@dataclass\n",
"class MySingleton(ParentClass, metaclass=Singleton):\n",
" def __post_init__(self):\n",
" print(f'Initializing singleton: {self.uuid}')\n",
"\n",
"\n",
"# Initialize the singleton\n",
"MySingleton()\n",
"\n",
"# \"Initialize\" a few more times\n",
"for _ in range(5):\n",
" print(MySingleton())"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Pydantic Metaclass"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"from typing import Any, Optional, Self\n",
"\n",
"from pydantic import BaseModel, Field\n",
"from pydantic._internal._model_construction import ModelMetaclass\n",
"\n",
"\n",
"class PydanticSingleton(ModelMetaclass):\n",
" _instances = {}\n",
"\n",
" def __call__(cls, *args, **kwargs):\n",
" if model := cls._instances.get(cls):\n",
" model_dict = model.model_dump()\n",
" model_dict.update(kwargs)\n",
" model = model.model_validate(model_dict)\n",
" cls._instances[cls] = model\n",
" else:\n",
" cls._instances[cls] = super(PydanticSingleton, cls).__call__(*args, **kwargs)\n",
"\n",
" return cls._instances[cls]\n",
"\n",
"\n",
"class MyPydanticSingleton(BaseModel, metaclass=PydanticSingleton):\n",
" id: UUID = Field(default_factory=uuid4)\n",
" required_field: str\n",
" foo: Optional[str] = None"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"id=UUID('9965c864-20b7-4809-b73a-c16c352fea20') required_field='Iteration 0' foo=None\n",
"id=UUID('9965c864-20b7-4809-b73a-c16c352fea20') required_field='Iteration 1' foo=None\n",
"id=UUID('9965c864-20b7-4809-b73a-c16c352fea20') required_field='Iteration 2' foo=None\n",
"id=UUID('9965c864-20b7-4809-b73a-c16c352fea20') required_field='Iteration 3' foo=None\n",
"id=UUID('9965c864-20b7-4809-b73a-c16c352fea20') required_field='Iteration 4' foo=None\n"
]
}
],
"source": [
"s = [MyPydanticSingleton(required_field=f'Iteration {i}') for i in range(5)]\n",
"print('\\n'.join(map(str, s)))"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"MyPydanticSingleton(id=UUID('9965c864-20b7-4809-b73a-c16c352fea20'), required_field='Iteration 4', foo='bar')"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"MyPydanticSingleton(foo='bar')"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "appdaemon",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.11.8"
}
},
"nbformat": 4,
"nbformat_minor": 2
}