\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{Stephan Fuchs (fuchs)}
\pdfinfo{
  /Title (covsonar-2.pdf)
  /Creator (Cheatography)
  /Author (Stephan Fuchs (fuchs))
  /Subject (covSonar 2 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}{C10443}
\definecolor{LightBackground}{HTML}{FBEFF3}
\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{covSonar 2 Cheat Sheet}}}} \\
    \normalsize{by \textcolor{DarkBackground}{Stephan Fuchs (fuchs)} via \textcolor{DarkBackground}{\uline{cheatography.com/135742/cs/28190/}}}
\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}Stephan Fuchs (fuchs) \\
  \uline{cheatography.com/fuchs} \\
  \end{tabulary}
\vfill
\columnbreak
\begin{tabulary}{5.8cm}{L}
  \SetRowColor{FootBackground}
  \mymulticolumn{1}{p{5.377cm}}{\bf\textcolor{white}{Cheat Sheet}}  \\
   \vspace{-2pt}Published 14th February, 2023.\\
   Updated 15th February, 2023.\\
   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*}{3}

\begin{tabularx}{5.377cm}{x{2.43873 cm} x{2.53827 cm} }
\SetRowColor{DarkBackground}
\mymulticolumn{2}{x{5.377cm}}{\bf\textcolor{white}{Database Setup}}  \tn
% Row 0
\SetRowColor{LightBackground}
\mymulticolumn{2}{x{5.377cm}}{{\bf{sonar setup}}} \tn 
% Row Count 1 (+ 1)
% Row 1
\SetRowColor{white}
\{\{ar\}\}-{}-db {\emph{FILE}} & specify the name of the new database \tn 
% Row Count 3 (+ 2)
% Row 2
\SetRowColor{LightBackground}
\{\{ar\}\}-{}-gbk {\emph{FILE}} & set a custom reference based on the specified Genbank file {\emph{{[}opt.{]}}} \tn 
% Row Count 7 (+ 4)
% Row 3
\SetRowColor{white}
\{\{ar\}\}-a\{\{nl\}\}\{\{nobreak\}\}-{}-auto-create & add pre-defined sample properties to the new database {\emph{{[}opt.{]}}} \tn 
% Row Count 11 (+ 4)
\hhline{>{\arrayrulecolor{DarkBackground}}--}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{5.377cm}{x{1.89126 cm} x{3.08574 cm} }
\SetRowColor{DarkBackground}
\mymulticolumn{2}{x{5.377cm}}{\bf\textcolor{white}{Show Infos}}  \tn
% Row 0
\SetRowColor{LightBackground}
\mymulticolumn{2}{x{5.377cm}}{\{\{nobreak\}\}{\bf{sonar info}}} \tn 
% Row Count 1 (+ 1)
% Row 1
\SetRowColor{white}
\{\{ar\}\}-{}-db {\emph{FILE}} & specify name of the database \tn 
% Row Count 3 (+ 2)
\hhline{>{\arrayrulecolor{DarkBackground}}--}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{5.377cm}{x{2.4885 cm} x{2.4885 cm} }
\SetRowColor{DarkBackground}
\mymulticolumn{2}{x{5.377cm}}{\bf\textcolor{white}{Sample Management}}  \tn
% Row 0
\SetRowColor{LightBackground}
\{\{nobreak\}\}{\bf{sonar import}} & {\emph{to import data}} \tn 
% Row Count 2 (+ 2)
% Row 1
\SetRowColor{white}
\{\{ar\}\}-{}-db {\emph{FILE}} & specify name of the database \tn 
% Row Count 4 (+ 2)
% Row 2
\SetRowColor{LightBackground}
\{\{ar\}\}\{\{nobreak\}\}-{}-fasta {\emph{FILE {[}FILE, ...{]}}} & specify fasta file to import sequences {[}opt{]} \tn 
% Row Count 7 (+ 3)
% Row 3
\SetRowColor{white}
\{\{ar\}\}-{}-tsv {\emph{FILE {[}FILE, ...{]}}} & specify tab-delimited text file to import meta information {[}opt{]} \tn 
% Row Count 11 (+ 4)
% Row 4
\SetRowColor{LightBackground}
\{\{ar\}\}-{}-cols {\emph{STR {[}STR, ...{]}}} & link properties with tsv columns in the form of\{\{nl\}\}{\emph{prop\_name=col\_header}} {[}opt{]} \tn 
% Row Count 16 (+ 5)
% Row 5
\SetRowColor{white}
\{\{ar\}\}-{}-no-autodetect & do not auto-link properties with tsv columns based on identical names {[}opt{]} \tn 
% Row Count 20 (+ 4)
% Row 6
\SetRowColor{LightBackground}
\{\{ar\}\}-{}-no-update & skip data of existing samples {[}opt{]} \tn 
% Row Count 22 (+ 2)
% Row 7
\SetRowColor{white}
\{\{ar\}\}-{}-cache {\emph{DIR}} & specify a folder to cache import data {[}opt{]} \tn 
% Row Count 25 (+ 3)
% Row 8
\SetRowColor{LightBackground}
\{\{ar\}\}-t {\emph{INT}}\{\{nl\}\}-{}-threads {\emph{INT}} & specify number of threads / cpus to use {[}opt{]} \tn 
% Row Count 28 (+ 3)
% Row 9
\SetRowColor{white}
\{\{nobreak\}\}{\bf{sonar delete}} & {\emph{to delete sample(s)}} \tn 
% Row Count 30 (+ 2)
\end{tabularx}
\par\addvspace{1.3em}

\vfill
\columnbreak
\begin{tabularx}{5.377cm}{x{2.4885 cm} x{2.4885 cm} }
\SetRowColor{DarkBackground}
\mymulticolumn{2}{x{5.377cm}}{\bf\textcolor{white}{Sample Management (cont)}}  \tn
% Row 10
\SetRowColor{LightBackground}
\{\{ar\}\}-{}-db {\emph{FILE}} & specify name of the database \tn 
% Row Count 2 (+ 2)
% Row 11
\SetRowColor{white}
\{\{ar\}\}\{\{nobreak\}\}-{}-sample {\emph{STR {[}STR, ...{]}}} & specify names of samples to delete {[}opt{]} \tn 
% Row Count 5 (+ 3)
% Row 12
\SetRowColor{LightBackground}
\{\{ar\}\}\{\{nobreak\}\}-{}-sample-file {\emph{FILE}} & specify file containing names of samples to delete {[}opt{]} \tn 
% Row Count 8 (+ 3)
% Row 13
\SetRowColor{white}
\{\{ar\}\}-{}-force {\emph{FILE}} & force deletion and skip user confirmation {[}opt{]} \tn 
% Row Count 11 (+ 3)
% Row 14
\SetRowColor{LightBackground}
\{\{nobreak\}\}{\bf{sonar optimize}} & \}{\emph{to clean database}} \tn 
% Row Count 13 (+ 2)
% Row 15
\SetRowColor{white}
\{\{ar\}\}-{}-db {\emph{FILE}} & specify name of the database \tn 
% Row Count 15 (+ 2)
% Row 16
\SetRowColor{LightBackground}
\{\{nobreak\}\}{\bf{sonar db-upgrade}} & upgrade database to the latest version \tn 
% Row Count 17 (+ 2)
% Row 17
\SetRowColor{white}
\{\{ar\}\}-{}-db {\emph{FILE}} & specify name of the database \tn 
% Row Count 19 (+ 2)
\hhline{>{\arrayrulecolor{DarkBackground}}--}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{5.377cm}{x{2.18988 cm} x{2.78712 cm} }
\SetRowColor{DarkBackground}
\mymulticolumn{2}{x{5.377cm}}{\bf\textcolor{white}{Property Management}}  \tn
% Row 0
\SetRowColor{LightBackground}
\{\{nobreak\}\}{\bf{sonar list-prop}} & {\emph{to list available properties}} \tn 
% Row Count 2 (+ 2)
% Row 1
\SetRowColor{white}
\{\{ar\}\}-{}-db {\emph{FILE}} & specify name of the database \tn 
% Row Count 4 (+ 2)
% Row 2
\SetRowColor{LightBackground}
\{\{nobreak\}\}{\bf{sonar add-prop}} & add new property \tn 
% Row Count 6 (+ 2)
% Row 3
\SetRowColor{white}
\{\{ar\}\}-{}-db {\emph{FILE}} & specify name of the database \tn 
% Row Count 8 (+ 2)
% Row 4
\SetRowColor{LightBackground}
\{\{ar\}\}-{}-name {\emph{STR}} & specify new property name matching to {[}A-Z{]}{[}A-Z0-9\_{]}+ \tn 
% Row Count 11 (+ 3)
% Row 5
\SetRowColor{white}
\{\{ar\}\}-{}-descr {\emph{STR}} & provide a short property description \tn 
% Row Count 13 (+ 2)
% Row 6
\SetRowColor{LightBackground}
\{\{ar\}\}-{}-dtype {\emph{STR}} & specify data type \tn 
% Row Count 15 (+ 2)
% Row 7
\SetRowColor{white}
\{\{ar\}\}-{}-qtype {\emph{STR}} & specify query type {[}opt{]} \tn 
% Row Count 17 (+ 2)
% Row 8
\SetRowColor{LightBackground}
\{\{ar\}\}-{}-default & specify default value {[}opt{]} \tn 
% Row Count 19 (+ 2)
% Row 9
\SetRowColor{white}
\{\{nobreak\}\}{\bf{sonar delete-prop}} & delete property \tn 
% Row Count 21 (+ 2)
% Row 10
\SetRowColor{LightBackground}
\{\{ar\}\}-{}-db {\emph{FILE}} & specify name of the database \tn 
% Row Count 23 (+ 2)
% Row 11
\SetRowColor{white}
\{\{ar\}\}-{}-name {\emph{STR}} & specify new property name \tn 
% Row Count 25 (+ 2)
% Row 12
\SetRowColor{LightBackground}
\{\{ar\}\}-{}-force & force deletion without user confirmation {[}opt{]} \tn 
% Row Count 28 (+ 3)
\hhline{>{\arrayrulecolor{DarkBackground}}--}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{5.377cm}{x{2.4885 cm} x{2.4885 cm} }
\SetRowColor{DarkBackground}
\mymulticolumn{2}{x{5.377cm}}{\bf\textcolor{white}{Query Genomes}}  \tn
% Row 0
\SetRowColor{LightBackground}
\mymulticolumn{2}{x{5.377cm}}{\{\{nobreak\}\}{\bf{sonar match}}} \tn 
% Row Count 1 (+ 1)
% Row 1
\SetRowColor{white}
\{\{nobreak\}\}\{\{ar\}\}-{}-sample {\emph{STR {[}STR, ...{]}}} & consider given samples only {[}opt{]} \tn 
% Row Count 4 (+ 3)
% Row 2
\SetRowColor{LightBackground}
\{\{ar\}\}-{}-sample-file *FILE & consider samples listed in the given file only {[}opt{]} \tn 
% Row Count 7 (+ 3)
% Row 3
\SetRowColor{white}
\{\{ar\}\}-{}-profile {\emph{STR {[}STR, ...{]}}} & match given mutation profile (use argument multiple times to define alternate profiles) {[}opt{]} \tn 
% Row Count 12 (+ 5)
% Row 4
\SetRowColor{LightBackground}
\{\{nobreak\}\}\{\{ar\}\}-{}-{\emph{PROP}} {\emph{VALUE {[}VALUE, ...{]}}} & filter based on sample property ({\emph{PROP}} has to be replaced by the actual property name) {[}opt{]} \tn 
% Row Count 17 (+ 5)
% Row 5
\SetRowColor{white}
\{\{ar\}\}-{}-with-sublineage {\emph{PROP}} & include pangolin sub-lineages for the given property {[}opt{]} \{\{nl\}\}\textasciicircum{}\{\{fa-info-circle\}\} Use {\emph{sonar update-lineage-info}} to update lineage info before\textasciicircum{} \tn 
% Row Count 25 (+ 8)
% Row 6
\SetRowColor{LightBackground}
\{\{ar\}\}-{}-showNX & show uninformative variant allels for genome profiles {[}opt{]} \tn 
% Row Count 28 (+ 3)
% Row 7
\SetRowColor{white}
\{\{ar\}\}-{}-out-cols {\emph{STR {[}STR, ...{]}}} & specify columns to show (for tsv and csv only) {[}opt{]} \tn 
% Row Count 31 (+ 3)
\end{tabularx}
\par\addvspace{1.3em}

\vfill
\columnbreak
\begin{tabularx}{5.377cm}{x{2.4885 cm} x{2.4885 cm} }
\SetRowColor{DarkBackground}
\mymulticolumn{2}{x{5.377cm}}{\bf\textcolor{white}{Query Genomes (cont)}}  \tn
% Row 8
\SetRowColor{LightBackground}
\{\{ar\}\}-{}-count & show number of matching genomes only {[}opt{]} \tn 
% Row Count 3 (+ 3)
% Row 9
\SetRowColor{white}
\{\{ar\}\}-{}-format {\emph{\{csv, tsv, vcf\}}} & specify the output format {[}opt{]} \tn 
% Row Count 5 (+ 2)
% Row 10
\SetRowColor{LightBackground}
\{\{ar\}\}-o {\emph{FILE}}\{\{nl\}\}-{}-out {\emph{FILE}} & write output to the given file {[}opt{]} \tn 
% Row Count 7 (+ 2)
\hhline{>{\arrayrulecolor{DarkBackground}}--}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{5.377cm}{x{1.28156 cm} x{1.64772 cm} x{1.64772 cm} }
\SetRowColor{DarkBackground}
\mymulticolumn{3}{x{5.377cm}}{\bf\textcolor{white}{Mutation Notations}}  \tn
% Row 0
\SetRowColor{LightBackground}
 & {\bf{Genome level}} & {\bf{Protein level}} \tn 
% Row Count 2 (+ 2)
% Row 1
\SetRowColor{white}
\seqsplit{Substitution} & {\emph{REFposALT}}\{\{nl\}\}\textasciicircum{}e.g. A3451T\textasciicircum{} & {\emph{PROT}}:{\emph{REFposALT}}\{\{nl\}\}\textasciicircum{}e.g. A3451T\textasciicircum{} \tn 
% Row Count 5 (+ 3)
% Row 2
\SetRowColor{LightBackground}
Insertion & {\emph{REFposALT}}\{\{nl\}\}\textasciicircum{}e.g. A4057TGAT\textasciicircum{} & {\emph{PROT}}:{\emph{REFposALT}}\{\{nl\}\}\textasciicircum{}e.g. N:A34AK\textasciicircum{} \tn 
% Row Count 8 (+ 3)
% Row 3
\SetRowColor{white}
1-bp Deletion & del:{\emph{pos}}\{\{nl\}\}\textasciicircum{}e.g. del:11288\textasciicircum{} & {\emph{PROT}}:del:{\emph{pos}}\{\{nl\}\}\textasciicircum{}e.g. ORF1ab:del:300\textasciicircum{} \tn 
% Row Count 12 (+ 4)
% Row 4
\SetRowColor{LightBackground}
multi-bp Deletion & del:{\emph{start}}-{\emph{end}}\{\{nl\}\}\textasciicircum{}e.g. del:112-115\textasciicircum{} & {\emph{PROT}}:del:{\emph{start}}-{\emph{end}}\{\{nl\}\}\textasciicircum{}e.g. S:del:68-69\textasciicircum{} \tn 
% Row Count 16 (+ 4)
% Row 5
\SetRowColor{white}
Deletion with fixed \seqsplit{coordinates} & del:={\emph{start}}-={\emph{end}}\{\{nl\}\}\textasciicircum{}e.g. del:=8-=11\textasciicircum{} & {\emph{PROT}}:del:={\emph{start}}-={\emph{end}}\{\{nl\}\}\textasciicircum{}e.g. S:del:=68-=69\textasciicircum{} \tn 
% Row Count 20 (+ 4)
\hhline{>{\arrayrulecolor{DarkBackground}}---}
\SetRowColor{LightBackground}
\mymulticolumn{3}{x{5.377cm}}{\{\{fa-info-circle\}\} Any notation can be negated by a preceding caret (\textasciicircum{}), e.g. \textasciicircum{}A1345G only matches target genomes not carrying this SNP. \newline \{\{fa-exclamation-circle\}\} {\emph{REF}}: reference allele; {\emph{ALT}}: variant allele; {\emph{pos}}: reference position (1-based); {\emph{start}} and {\emph{end}}:  start and end reference coordinates (1-based); {\emph{PROT}}: protein symbol}  \tn 
\hhline{>{\arrayrulecolor{DarkBackground}}---}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{5.377cm}{p{0.74655 cm} x{4.23045 cm} }
\SetRowColor{DarkBackground}
\mymulticolumn{2}{x{5.377cm}}{\bf\textcolor{white}{Data Types for Properties}}  \tn
% Row 0
\SetRowColor{LightBackground}
\seqsplit{integer} & for storing integers \tn 
% Row Count 2 (+ 2)
% Row 1
\SetRowColor{white}
float & for storing decimal numbers \tn 
% Row Count 3 (+ 1)
% Row 2
\SetRowColor{LightBackground}
text & for storing strings \tn 
% Row Count 4 (+ 1)
% Row 3
\SetRowColor{white}
dates & for storing dates in the form YYYY-MM-DD \tn 
% Row Count 6 (+ 2)
% Row 4
\SetRowColor{LightBackground}
zip & for storing zip codes \tn 
% Row Count 7 (+ 1)
\hhline{>{\arrayrulecolor{DarkBackground}}--}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{5.377cm}{p{0.77809 cm} x{2.51735 cm} x{1.28156 cm} }
\SetRowColor{DarkBackground}
\mymulticolumn{3}{x{5.377cm}}{\bf\textcolor{white}{Operators for Data Types}}  \tn
% Row 0
\SetRowColor{LightBackground}
{\bf{Operator}} & {\bf{Description}} & {\bf{Valid data type}} \tn 
% Row Count 2 (+ 2)
% Row 1
\SetRowColor{white}
\textgreater{} & larger than (e.g. \textgreater{}1) & integer, float, date \tn 
% Row Count 4 (+ 2)
% Row 2
\SetRowColor{LightBackground}
\textless{} & smaller than (e.g. \textless{}1) & integer, float, date \tn 
% Row Count 6 (+ 2)
% Row 3
\SetRowColor{white}
\textgreater{}= & larger than or equal to (e.g. \textgreater{}=1) & integer, float, date \tn 
% Row Count 8 (+ 2)
% Row 4
\SetRowColor{LightBackground}
\textless{}= & smaller than or equal to (e.g. \textless{}=1) & integer, float, date \tn 
% Row Count 10 (+ 2)
% Row 5
\SetRowColor{white}
!= & different than (e.g. !=1) & integer, float, date \tn 
% Row Count 12 (+ 2)
% Row 6
\SetRowColor{LightBackground}
: & {\emph{from}}:{\emph{to}} range (e.g. \{\{nl\}\}2021-01-01:2021-12-31) & integer, float, date \tn 
% Row Count 15 (+ 3)
% Row 7
\SetRowColor{white}
\textasciicircum{} & not the same as (e.g. \textasciicircum{}B.1.1.7) & text \tn 
% Row Count 17 (+ 2)
% Row 8
\SetRowColor{LightBackground}
\% & wildcard standing for any character(s) (e.g. \%human\%) & text \tn 
% Row Count 20 (+ 3)
\hhline{>{\arrayrulecolor{DarkBackground}}---}
\SetRowColor{LightBackground}
\mymulticolumn{3}{x{5.377cm}}{\{\{fa-warning\}\} Make sure that expressions with \textgreater{} or \textless{} are quoted to prevent misinterpretation by the shell}  \tn 
\hhline{>{\arrayrulecolor{DarkBackground}}---}
\end{tabularx}
\par\addvspace{1.3em}


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

\end{document}