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		emph={StudentRoom,FastAPI},          
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\title{Pydantic}
\subtitle{Favorite Tool for Data Validation in python}
% \date{\today}
\date{31.08.2023}
\author{Lewi}
\institute{}
% \titlegraphic{\hfill\includegraphics[height=1.5cm]{logo.pdf}}

\begin{document}

\maketitle
\begin{frame}{dataclasses}
	\begin{itemize}
		\item 
	\end{itemize}
\end{frame}
\begin{frame}{Why Pydantic}
    \begin{itemize}
        \item Encourages Usage of Type Hints
        \item Fast
        \item Autogenerates JSON Schema
        \item Complete custom validation
        \item Used in many other useful Frameworks
        \item Awesome Documentation
    \end{itemize}
\end{frame}
\begin{frame}[fragile]{Basics}
	\pythonstyle
	\begin{lstlisting}[language=Python]
	from pydantic import BaseModel
	
	class StudentRoom(BaseModel):
	  room_number: str
	  rent: int
	
	r = StudentRoom(room_number='a111', rent=250)
	print(r.room_number)
	# > a111
	r2 = StudentRoom(room_number='a111', rent=[250])
	# > Input should be a valid integer 
	# > [type=int_type, input_value=[250], input_type=list]
	\end{lstlisting}
\end{frame}
\begin{frame}{What to use it for?}
	\begin{itemize}
		\item Configuration Validation
		\item Data Modeling
		\item REST Validation
	\end{itemize}
\end{frame}
\begin{frame}[fragile]{JSON Schema}
	\pythonstyle
	\begin{lstlisting}[language=Python]
	StudentRoom.model_json_schema()
	# > {'properties': {
	# >     'room_number': {'title': 'Room Number', 'type': 'string'}, 
	# >	       'rent': {'title': 'Rent', 'type': 'integer'}
	# >    }, 
	# >  'required': ['room_number', 'rent'], 
	# >  'title': 'StudentRoom', 
	# >  'type': 'object'
	# > }
	\end{lstlisting}
\end{frame}
\begin{frame}[fragile]{FastApi}
	\pythonstyle
	\begin{lstlisting}[language=Python]
		from typing import Union
		
		from fastapi import FastAPI
		
		app = FastAPI()
		
		
		@app.get("/")
		def read_root():
		return {"Hello": "World"}
		
		
		@app.get("/items/{item_id}")
		def read_item(item_id: int, q: Union[str, None] = None):
		return {"item_id": item_id, "q": q}
	\end{lstlisting}
\end{frame}
\end{document}