\documentclass[10pt,a4paper]{article}

% Packages
\usepackage{fancyhdr}           % For header and footer
\usepackage{multicol}           % Allows multicols in tables
\usepackage{tabularx}           % Intelligent column widths
\usepackage{tabulary}           % Used in header and footer
\usepackage{hhline}             % Border under tables
\usepackage{graphicx}           % For images
\usepackage{xcolor}             % For hex colours
%\usepackage[utf8x]{inputenc}    % For unicode character support
\usepackage[T1]{fontenc}        % Without this we get weird character replacements
\usepackage{colortbl}           % For coloured tables
\usepackage{setspace}           % For line height
\usepackage{lastpage}           % Needed for total page number
\usepackage{seqsplit}           % Splits long words.
%\usepackage{opensans}          % Can't make this work so far. Shame. Would be lovely.
\usepackage[normalem]{ulem}     % For underlining links
% Most of the following are not required for the majority
% of cheat sheets but are needed for some symbol support.
\usepackage{amsmath}            % Symbols
\usepackage{MnSymbol}           % Symbols
\usepackage{wasysym}            % Symbols
%\usepackage[english,german,french,spanish,italian]{babel}              % Languages

% Document Info
\author{mrdo1911}
\pdfinfo{
  /Title (ortools-cheatsheet.pdf)
  /Creator (Cheatography)
  /Author (mrdo1911)
  /Subject (Ortools CheatSheet Cheat Sheet)
}

% Lengths and widths
\addtolength{\textwidth}{6cm}
\addtolength{\textheight}{-1cm}
\addtolength{\hoffset}{-3cm}
\addtolength{\voffset}{-2cm}
\setlength{\tabcolsep}{0.2cm} % Space between columns
\setlength{\headsep}{-12pt} % Reduce space between header and content
\setlength{\headheight}{85pt} % If less, LaTeX automatically increases it
\renewcommand{\footrulewidth}{0pt} % Remove footer line
\renewcommand{\headrulewidth}{0pt} % Remove header line
\renewcommand{\seqinsert}{\ifmmode\allowbreak\else\-\fi} % Hyphens in seqsplit
% This two commands together give roughly
% the right line height in the tables
\renewcommand{\arraystretch}{1.3}
\onehalfspacing

% Commands
\newcommand{\SetRowColor}[1]{\noalign{\gdef\RowColorName{#1}}\rowcolor{\RowColorName}} % Shortcut for row colour
\newcommand{\mymulticolumn}[3]{\multicolumn{#1}{>{\columncolor{\RowColorName}}#2}{#3}} % For coloured multi-cols
\newcolumntype{x}[1]{>{\raggedright}p{#1}} % New column types for ragged-right paragraph columns
\newcommand{\tn}{\tabularnewline} % Required as custom column type in use

% Font and Colours
\definecolor{HeadBackground}{HTML}{333333}
\definecolor{FootBackground}{HTML}{666666}
\definecolor{TextColor}{HTML}{333333}
\definecolor{DarkBackground}{HTML}{6E03A3}
\definecolor{LightBackground}{HTML}{F5EFF9}
\renewcommand{\familydefault}{\sfdefault}
\color{TextColor}

% Header and Footer
\pagestyle{fancy}
\fancyhead{} % Set header to blank
\fancyfoot{} % Set footer to blank
\fancyhead[L]{
\noindent
\begin{multicols}{3}
\begin{tabulary}{5.8cm}{C}
    \SetRowColor{DarkBackground}
    \vspace{-7pt}
    {\parbox{\dimexpr\textwidth-2\fboxsep\relax}{\noindent
        \hspace*{-6pt}\includegraphics[width=5.8cm]{/web/www.cheatography.com/public/images/cheatography_logo.pdf}}
    }
\end{tabulary}
\columnbreak
\begin{tabulary}{11cm}{L}
    \vspace{-2pt}\large{\bf{\textcolor{DarkBackground}{\textrm{Ortools CheatSheet Cheat Sheet}}}} \\
    \normalsize{by \textcolor{DarkBackground}{mrdo1911} via \textcolor{DarkBackground}{\uline{cheatography.com/145950/cs/31488/}}}
\end{tabulary}
\end{multicols}}

\fancyfoot[L]{ \footnotesize
\noindent
\begin{multicols}{3}
\begin{tabulary}{5.8cm}{LL}
  \SetRowColor{FootBackground}
  \mymulticolumn{2}{p{5.377cm}}{\bf\textcolor{white}{Cheatographer}}  \\
  \vspace{-2pt}mrdo1911 \\
  \uline{cheatography.com/mrdo1911} \\
  \end{tabulary}
\vfill
\columnbreak
\begin{tabulary}{5.8cm}{L}
  \SetRowColor{FootBackground}
  \mymulticolumn{1}{p{5.377cm}}{\bf\textcolor{white}{Cheat Sheet}}  \\
   \vspace{-2pt}Not Yet Published.\\
   Updated 27th May, 2022.\\
   Page {\thepage} of \pageref{LastPage}.
\end{tabulary}
\vfill
\columnbreak
\begin{tabulary}{5.8cm}{L}
  \SetRowColor{FootBackground}
  \mymulticolumn{1}{p{5.377cm}}{\bf\textcolor{white}{Sponsor}}  \\
  \SetRowColor{white}
  \vspace{-5pt}
  %\includegraphics[width=48px,height=48px]{dave.jpeg}
  Measure your website readability!\\
  www.readability-score.com
\end{tabulary}
\end{multicols}}




\begin{document}
\raggedright
\raggedcolumns

% Set font size to small. Switch to any value
% from this page to resize cheat sheet text:
% www.emerson.emory.edu/services/latex/latex_169.html
\footnotesize % Small font.

\begin{multicols*}{2}

\begin{tabularx}{8.4cm}{x{4.48 cm} x{3.52 cm} }
\SetRowColor{DarkBackground}
\mymulticolumn{2}{x{8.4cm}}{\bf\textcolor{white}{Numpy}}  \tn
% Row 0
\SetRowColor{LightBackground}
Create Empty Array of size n*m & np.empty( (n,m), np.int\_) \tn 
% Row Count 2 (+ 2)
% Row 1
\SetRowColor{white}
Create random array of size n*m in range {[}a b{]} & \seqsplit{np.random.randint(} a, b, (n, m)) \tn 
% Row Count 5 (+ 3)
% Row 2
\SetRowColor{LightBackground}
Create array with all element equals to zeros & np.zeros( (n,m), np.int\_) \tn 
% Row Count 8 (+ 3)
% Row 3
\SetRowColor{white}
Create array with all element equals to Inf & np.full( (1,n), np.inf) \tn 
% Row Count 10 (+ 2)
% Row 4
\SetRowColor{LightBackground}
Merge two array as a new array & \seqsplit{np.concatenate((a},b)) \tn 
% Row Count 12 (+ 2)
% Row 5
\SetRowColor{white}
Copy new array with new address and same value as a & np.copy(a) \tn 
% Row Count 15 (+ 3)
\hhline{>{\arrayrulecolor{DarkBackground}}--}
\SetRowColor{LightBackground}
\mymulticolumn{2}{x{8.4cm}}{location = np.zeros((n, 2), np.int\_)}  \tn 
\hhline{>{\arrayrulecolor{DarkBackground}}--}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{8.4cm}{x{6 cm} x{2 cm} }
\SetRowColor{DarkBackground}
\mymulticolumn{2}{x{8.4cm}}{\bf\textcolor{white}{List}}  \tn
% Row 0
\SetRowColor{LightBackground}
Appends an element to the end of the list & \seqsplit{list.append()} \tn 
% Row Count 2 (+ 2)
% Row 1
\SetRowColor{white}
Create array with all element equals to None & {[}None{]}*n \tn 
% Row Count 4 (+ 2)
% Row 2
\SetRowColor{LightBackground}
Delete item in an array by index & del a{[}index{]} \tn 
% Row Count 6 (+ 2)
\hhline{>{\arrayrulecolor{DarkBackground}}--}
\SetRowColor{LightBackground}
\mymulticolumn{2}{x{8.4cm}}{a = {[}"apple", "banana", "cherry"{]} \newline b = {[}"Ford", "BMW", "Volvo"{]} \newline for i in b: \newline 	a.append(i)}  \tn 
\hhline{>{\arrayrulecolor{DarkBackground}}--}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{8.4cm}{x{4.32 cm} x{3.68 cm} }
\SetRowColor{DarkBackground}
\mymulticolumn{2}{x{8.4cm}}{\bf\textcolor{white}{ortool\_cp\_sat}}  \tn
% Row 0
\SetRowColor{LightBackground}
declare the model & model = \seqsplit{cp\_model.CpModel()} \tn 
% Row Count 2 (+ 2)
% Row 1
\SetRowColor{white}
declare variable with boolean value & model.NewBoolVar(f'{[}x\{I\}\{j\}{]}') \tn 
% Row Count 4 (+ 2)
\hhline{>{\arrayrulecolor{DarkBackground}}--}
\SetRowColor{LightBackground}
\mymulticolumn{2}{x{8.4cm}}{x = \{\} \newline for work in range(number\_worker): \newline     for task in range(number\_task): \newline         x{[}work,task{]} = model.NewBoolVar(f'x{[}\{work\}\{task\}{]}')}  \tn 
\hhline{>{\arrayrulecolor{DarkBackground}}--}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{8.4cm}{p{0.8 cm} x{7.2 cm} }
\SetRowColor{DarkBackground}
\mymulticolumn{2}{x{8.4cm}}{\bf\textcolor{white}{folium}}  \tn
% Row 0
\SetRowColor{LightBackground}
 & folium.map(location, tiles, zoom\_start) \tn 
% Row Count 2 (+ 2)
\hhline{>{\arrayrulecolor{DarkBackground}}--}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{8.4cm}{x{2.56 cm} x{5.44 cm} }
\SetRowColor{DarkBackground}
\mymulticolumn{2}{x{8.4cm}}{\bf\textcolor{white}{Numba}}  \tn
% Row 0
\SetRowColor{LightBackground}
Decorator & @jit, @njit \tn 
% Row Count 1 (+ 1)
% Row 1
\SetRowColor{white}
speed math & fastmath = True \tn 
% Row Count 2 (+ 1)
% Row 2
\SetRowColor{LightBackground}
cache function & cache= True \tn 
% Row Count 4 (+ 2)
% Row 3
\SetRowColor{white}
Parallel numba & nogil = True, parallel= True, for i in prange(n): \tn 
% Row Count 6 (+ 2)
% Row 4
\SetRowColor{LightBackground}
njit for empty list & @njit \tn 
% Row Count 8 (+ 2)
\hhline{>{\arrayrulecolor{DarkBackground}}--}
\SetRowColor{LightBackground}
\mymulticolumn{2}{x{8.4cm}}{@njit  \newline def create\_S() \newline S = List()}  \tn 
\hhline{>{\arrayrulecolor{DarkBackground}}--}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{8.4cm}{x{3.2 cm} x{4.8 cm} }
\SetRowColor{DarkBackground}
\mymulticolumn{2}{x{8.4cm}}{\bf\textcolor{white}{Matplotlib.pyplot}}  \tn
% Row 0
\SetRowColor{LightBackground}
Draw points given long, lat & plt.plot( X, Y, 'ro') \tn 
% Row Count 2 (+ 2)
% Row 1
\SetRowColor{white}
Draw points vertically & plt.plot({\emph{list(zip(}}temp)),'ro') \tn 
% Row Count 4 (+ 2)
% Row 2
\SetRowColor{LightBackground}
draw line & plt.plot( {[}x1, x2{]}, {[}y1, y2{]},'ro ) \tn 
% Row Count 6 (+ 2)
% Row 3
\SetRowColor{white}
change size of a figure & figure(figsize=(width, heigh), dpi=resolution) \tn 
% Row Count 8 (+ 2)
% Row 4
\SetRowColor{LightBackground}
show value on figure & plt.text(x, y, value) \tn 
% Row Count 10 (+ 2)
\hhline{>{\arrayrulecolor{DarkBackground}}--}
\SetRowColor{LightBackground}
\mymulticolumn{2}{x{8.4cm}}{plt.plot( {[}3, 2{]}, {[}5,6{]}, 'r-',  \newline marker='o', markerfacecolor='b', markeredgecolor ='b', markersize =5, linewidth = 0.5, alpha=0.5 ) \newline  \newline from matplotlib.pyplot import figure \newline figure(figsize=(8, 6), dpi=80) \newline  \newline plt.text(5,5,'Total demand = \{\} and number of sub tours = \{\}' \newline         .format(weight.sum(),len(shortest\_path)-1))}  \tn 
\hhline{>{\arrayrulecolor{DarkBackground}}--}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{8.4cm}{p{0.8 cm} x{7.2 cm} }
\SetRowColor{DarkBackground}
\mymulticolumn{2}{x{8.4cm}}{\bf\textcolor{white}{class}}  \tn
% Row 0
\SetRowColor{LightBackground}
 & def \_\_init\_\_ (self,....) \tn 
% Row Count 1 (+ 1)
\hhline{>{\arrayrulecolor{DarkBackground}}--}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{8.4cm}{x{3.12 cm} x{4.88 cm} }
\SetRowColor{DarkBackground}
\mymulticolumn{2}{x{8.4cm}}{\bf\textcolor{white}{Ortools}}  \tn
% Row 0
\SetRowColor{LightBackground}
Restrict Vehicle & \seqsplit{routing.VehicleVar(index)}.SetValues({[}-1, 2,3,4{]}) \tn 
% Row Count 2 (+ 2)
% Row 1
\SetRowColor{white}
different limit constraint & \seqsplit{routing.AddDimensionWithVehicleCapacity(}         demand\_callback\_index,         0,  \# null capacity slack         data{[}'vehicle\_capacities'{]},  \# vehicle maximum capacities         True,  \# start cumul to zero         'Capacity') \tn 
% Row Count 12 (+ 10)
% Row 2
\SetRowColor{LightBackground}
find vehicle & VehicleVar(i) \tn 
% Row Count 13 (+ 1)
% Row 3
\SetRowColor{white}
first node after depot & start\_var = \seqsplit{routing.NextVar(routing.Start(vehicle\_nbr))} \tn 
% Row Count 16 (+ 3)
% Row 4
\SetRowColor{LightBackground}
 & SetVehicleFixedCost \tn 
% Row Count 17 (+ 1)
% Row 5
\SetRowColor{white}
 & \seqsplit{AddDimensionWithVehicleCapacity} \tn 
% Row Count 19 (+ 2)
% Row 6
\SetRowColor{LightBackground}
 & SetVehicleCost \tn 
% Row Count 20 (+ 1)
% Row 7
\SetRowColor{white}
 & \seqsplit{https://acrogenesis.com/or-tools/documentation/user\_manual/manual/vrp/partial\_routes.html} \tn 
% Row Count 24 (+ 4)
% Row 8
\SetRowColor{LightBackground}
 & ActiveVar(i) == (NextVar(i) != i). \tn 
% Row Count 26 (+ 2)
% Row 9
\SetRowColor{white}
 & \seqsplit{SetCumulVarSoftLowerBound(index\_end},                                               2,                                               100000) \tn 
% Row Count 32 (+ 6)
\hhline{>{\arrayrulecolor{DarkBackground}}--}
\end{tabularx}
\par\addvspace{1.3em}


% That's all folks
\end{multicols*}

\end{document}