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%% Running heads will not print in the manuscript style.  \shorttitle{GADFLY: A pandas-based Framework for Analyzing GADGET Simulation Data}  \shortauthors{Jacob A.  Hummel} %% This is the end of the preamble. Indicate the beginning of the  %% paper itself with \begin{document}. 
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%% anywhere in the paper, not just in the front matter.  %% As in the title, use \\ to force line breaks.  \author{Jacob A.  Hummel} \affil{Department of Astronomy, The University of Texas at Austin, TX 78712, USA}  \email{[email protected]} 
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Recently, the scientific python community has begun to converge on the \code{DataFrame} provided by the high-performance \code{pandas} data analysis library as a common data structure.   As a result, once data is loaded into a \code{DataFrame}, it becomes much easier to take advantage of the powerful analysis tools provided by the broader scientific computing ecosystem.  With this in mind, we present a \code{pandas}-based framework for analyzing \textsc{gadget} simulation data, \textsc{gadfly}: the \textsc{GAdget} DataFrame LibrarY.  Rather than providing an alternative to the existing \code{yt} and \code{pynbody} projects, the aim of the \code{gadfly} project is to ease interoperability with the python ecosystem at large, lowering the barrier for access to the tools created by this broader community.  In this paper we present the first public release (v0.1) of \code{gadfly}, which is available at \code{http://github.com/hummel/gadfly}. The framework design and organizational structure are outlined in Section \ref{sec:framework}, followed by a description of the included SPH particle rendering in Section \ref{sec:vis}. Our plans for future development are outlined in Section \ref{sec:future}, and a summary is provided in Section \ref{sec:summary}.  \begin{figure}[h!] 
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%\clearpage  \section*{Acknowledgements}  Thanks to Jason Jaacks and Alex Fitts for providing additional test data and bug reports, and to Thomas Robitaille for advice on creating the included figures.  \bibliography{bibliography/converted_to_latex.bib%  }