from mpltools import style # found this online at git@github.com:tonysyu/mpltools.git

## You can just leave the lines above and below out to get to the quick fix.

style.use(['ggplot', 'pof']) #uses ggplot style.

x = arange(-pi,pi,0.1)
y1 = (sin((x*5))/10.0)+0.5
y2 = (sin(x**2))

figsize(10,5)
plot(x,y1,linewidth=2)
plot(x,y2,linewidth=2)
title('Some title \n',fontsize=20)
ylabel('y-label',fontsize=16)
xlabel('x-label',fontsize=16)

savefig('figure.png') #save the figure in the appropriate folder and write a section of latex code to insert it into the final document.

%%writefile ref.bib

@Article{PER-GRA_2007,
  Author         = {Perez, Fernando and Granger, Brian E.},
  Title          = {{IP}ython: a {S}ystem for {I}nteractive {S}cientific
                 {C}omputing},
  Journal        = {{C}omput. {S}ci. {E}ng.},
  Volume         = {9},
  Number         = {3},
  Pages          = {21-29},
  month          = may,
  year           = 2007,
  url            = "http://ipython.org",
}

%%writefile section2.tex

%This is the section that contains the image.

\subsection{Part2}

This is the second section of your new \LaTeX document.

We also plot the graphs of $\frac{sin(5x)}{10}+0.5$ and $sin(x^2)$ for no reason.

\begin{figure}[H]
\centering
\includegraphics[width = \textwidth]{figure.png}
\caption{\emph{Here is your figure, all neat in \LaTeX.}}
\end{figure}

%%writefile abstract.tex

\begin{abstract}
This is the poor man's solution  to integrating all of your shit into one dynamic document.
\end{abstract}

%%writefile test2.tex

\documentclass[a4paper,11pt]{article} %This is the standard Latex article template
\usepackage[T1]{fontenc}
\usepackage[utf8]{inputenc}
\usepackage{lmodern}
\usepackage{graphicx}    % This is for the image, not sure if it is required, but its there none the less
\usepackage{float}       % This is for placing the image at a specific location
\usepackage[left=1.2cm,right=1.2cm,top=0cm,bottom=0cm]{geometry}

\title{\LaTeX from Ipython notebooks}
\author{PA Marais}

\begin{document}

\maketitle

\input{abstract}
\input{section1}
\input{section2}

\nocite{PER-GRA_2007}
\bibliographystyle{unsrt}
\bibliography{ref}

\end{document}

%%bash

#use pandoc to convert section one to tex code from markdown
pandoc -f markdown -t latex section1.txt -o section1.tex 

#run the standard bibtex and pdflatex commands to generate your final pdf

bibtex test2
pdflatex test2.tex
xdg-open test2.pdf