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 [¡  qÞW e^ [¡  dS )Fé    )Úabsolute_importÚunicode_literalsÚprint_functionzk
Script that does default visualizations (marginal plots, 1-d and 2-d).

Author: Johannes Buchner (C) 2013
N)ÚexpÚlogé   z‰SYNOPSIS: %s <output-root> 

	output-root: 	Where the output of a MultiNest run has been written to. 
	            	Example: chains/1-
%sé   z
model "%s"zparams.jsonz“Expected the file %sparams.json with the parameter names.
For example, for a three-dimensional problem:

["Redshift $z$", "my parameter 2", "A"]
%s)Ún_paramsZoutputfiles_basenamez
stats.jsonÚwé   )Úindentz  marginal likelihood:z    ln Z = %.1f +- %.1fzglobal evidencezglobal evidence errorz  parameters:Z	marginalsZ1sigmaZmediané   z%%.%dfú	z	    %-15sz +- zcreating marginal plot ...ÚmodesÚDé   Ú1Ú2éd   é   )ZfigsizeZ5sigmaZgreyZ
stepfilledgš™™™™™É?)ÚbinsZ	edgecolorÚcolorZhisttypeÚalphaF)ZsharexZframeonú-Úblue)Zlsr   Ú	linewidthgš™™™™™©?Ús)ÚxÚyÚxerrr   r   ÚmarkerZProbability)r   ZcmapZmeanÚsigma)r   r   r   Zyerrzmarg.pdfzmarg.png)ÚPdfPagesz31dimensional only. Set the D environment variable 
z#to D=2 to force 2d marginal plots.
z
marg1d.pdf)r   r   )Únbinszq99%zq01%g333333Ó?ZpdfZtight)ÚformatZbbox_inches)bÚ
__future__r   r   r   Ú__doc__Únumpyr   r   Zmatplotlib.pyplotZpyplotZpltÚsysÚosÚjsonZpymultinestÚlenÚargvÚstderrÚwriteÚexitÚprefixÚprintÚpathÚexistsÚloadÚopenÚ
parametersr	   ZAnalyzerÚaZ	get_statsr   ÚdumpÚzipÚpÚmÚloÚhiZmedr!   ÚiÚmaxÚintÚfloorÚlog10ÚfmtÚjoinZfmtsZPlotMarginalZget_equal_weighted_posteriorÚvaluesÚAssertionErrorr   ÚenvironÚgetZdim2r#   ZfigureÚrangeZsubplotZxlabelZxlimZgcaZoldaxÚhistr   r
   ZpatchesZset_ylimZgcfZadd_axesZget_positionZnewaxZplot_marginalZget_ylimZylimr   ÚcenterZlow1Zhigh1ZerrorbarZ	transposeZ
set_yticksZ
set_ylabelZset_xlimÚjZplot_conditionalÚcmZgray_rZylabelZsavefigÚcloseZmatplotlib.backends.backend_pdfr"   ÚppZlocator_paramsZiqrZlinspace© rP   rP   úm/work/yifan.wang/ringdown/master-ringdown-env/lib/python3.7/site-packages/../../../bin/multinest_marginals.pyÚ<module>   sÜ   
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