Add pydantic talk

Alexander Fabian 2023-08-22 21:13:46 +02:00
parent ff129754fb
commit 0ba159ecea
9 changed files with 255 additions and 0 deletions

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\definecolor{KITgreen}{RGB}{0,150,130}
\definecolor{KITpalegreen}{RGB}{130,190,60}
\definecolor{KITblue}{RGB}{70,100,170}
\definecolor{KITyellow}{RGB}{250,230,20}
\definecolor{KITorange}{RGB}{220,160,30}
\definecolor{KITbrown}{RGB}{160,130,50}
\definecolor{KITred}{RGB}{160,30,40}
\definecolor{KITlilac}{RGB}{160,0,120}
\definecolor{KITcyanblue}{RGB}{80,170,230}
\definecolor{KITseablue}{RGB}{50,80,140}
\definecolor{KITblack}{RGB}{0,0,0}
\setbeamercolor{normal text}{fg=white,bg=black}
\setbeamercolor{alerted text}{fg=KITred!100}
\setbeamercolor{example text}{fg=white}
\setbeamercolor{structure}{fg=white}
%\setbeamerfont{alerted text}{series=\bfseries}
\setbeamercolor{palette primary}{fg=black!15,bg=black!85}
\setbeamercolor{palette secondary}{fg=black!15,bg=black!85}
\setbeamercolor{palette tertiary}{fg=black!15,bg=black!85}
\setbeamercolor{palette quaternary}{fg=black!15,bg=black!85}
\setbeamercolor{palette sidebar primary}{fg=black!25}
\setbeamercolor{palette sidebar secondary}{fg=black!25}
\setbeamercolor{palette sidebar tertiary}{fg=black!25}
\setbeamercolor{palette sidebar quaternary}{fg=black!25}
\setbeamercolor{item projected}{fg=black,bg=kit-green100}
% setup blocks in shaded KIT-colors
\setbeamercolor{block title}{fg=white,bg=KITgreen!75}
\setbeamercolor{block title alerted}{fg=white,bg=KITorange!75}
\setbeamercolor{block title example}{fg=white,bg=KITcyanblue!75}
\setbeamercolor{block body}{fg=black,bg=KITgreen!15}
\setbeamercolor{block body alerted}{fg=black, bg=KITorange!15}
\setbeamercolor{block body example}{fg=black,bg=KITcyanblue!15}
% setup progress bar in KITgreen
\setbeamercolor{progress bar}{fg=KITgreen, bg=KITgreen!15}
\setbeamercolor{title separator}{fg=KITgreen, bg=KITgreen!15}
\setbeamercolor{progress bar in head/foot}{fg=KITgreen, bg=KITgreen!15}
\setbeamercolor{progress bar in section page}{fg=KITgreen, bg=KITgreen!15}
% for \implitem and \item[bla] stuff to look right:
\setbeamercolor{itemize item}{fg=KITgreen!75}
\setbeamercolor{enumerate item}{fg=KITgreen!75}
\setbeamercolor{itemize subitem}{fg=KITgreen!75}
\setbeamercolor{itemize subsubitem}{fg=KITgreen!75}
\setbeamercolor{description item}{fg=black}
\setbeamercolor{description subitem}{fg=black}
\setbeamercolor{description subsubitem}{fg=black}
% make background of slide slightly gray to reduce eye strain
\setbeamercolor{background canvas}{fg=black!75, bg=black!75}

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\headcommand {\slideentry {0}{0}{1}{1/1}{}{0}}
\headcommand {\beamer@framepages {1}{1}}
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\headcommand {\beamer@sectionpages {1}{7}}
\headcommand {\beamer@documentpages {7}}
\headcommand {\gdef \inserttotalframenumber {6}}

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\documentclass[10pt,aspectratio=169]{beamer}
\usetheme[progressbar=frametitle]{metropolis}
\input{color_config.tex}
\usepackage{appendixnumberbeamer}
\usepackage{svg}
\usepackage{booktabs}
\usepackage{listings}
\usepackage[scale=2]{ccicons}
\usepackage{pgfplots}
\usepgfplotslibrary{dateplot}
\usepackage{xspace}
\newcommand{\themename}{\textbf{\textsc{metropolis}}\xspace}
\makeatletter
\setbeamertemplate{frametitle}{%
\nointerlineskip%
\begin{beamercolorbox}[%
wd=\paperwidth,%
sep=0pt,%
leftskip=\metropolis@frametitle@padding,%
rightskip=\metropolis@frametitle@padding,%
]{frametitle}%
\metropolis@frametitlestrut@start%
\insertframetitle%
\nolinebreak%
\metropolis@frametitlestrut@end%
\hfill
\raisebox{-0.6ex}{\includegraphics[height=6ex,keepaspectratio]{logo-hadinet-darkmode.png}}
\end{beamercolorbox}%
}
\setbeamertemplate{title page}{
\begin{minipage}[\paperheight]{\textwidth}
\ifx\inserttitle\@empty\else\usebeamertemplate*{title}\fi
\ifx\insertsubtitle\@empty\else\usebeamertemplate*{subtitle}\fi
\usebeamertemplate*{title separator}
\begin{columns}
\begin{column}{.6\textwidth}
\ifx\beamer@shortauthor\@empty\else\usebeamertemplate*{author}\fi
\ifx\insertdate\@empty\else\usebeamertemplate*{date}\fi
\ifx\insertinstitute\@empty\else\usebeamertemplate*{institute}\fi
\vfill
\end{column}
\begin{column}{.3\textwidth}
\vfill\hfill
\includegraphics[height=.4\textheight,keepaspectratio]{logo-hadinet-darkmode.png}
\end{column}
\end{columns}
\vfill
\end{minipage}
}
\makeatother
\DeclareFixedFont{\ttb}{T1}{txtt}{bx}{n}{12} % for bold
\DeclareFixedFont{\ttm}{T1}{txtt}{m}{n}{12} % for normal
\usepackage{xcolor}
\definecolor{keyword}{RGB}{138, 172, 201}
\definecolor{class}{RGB}{205, 138, 196}
\definecolor{string}{RGB}{121, 189, 139}
\newcommand\pythonstyle{\lstset{
language=Python,
basicstyle=\ttm\small,
morekeywords={self},
keywordstyle=\ttb\small\color{keyword},
emph={StudentRoom,FastAPI},
emphstyle=\ttb\small\color{class},
stringstyle=\color{string},
frame=tb,
showstringspaces=false
}}
\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}

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\frametitle{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}