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A Python 3 library for the analysis of data produced by AMIGA's Halo Finder (AHF).

Project description

AHFHaloTools

AHFHaloTools is a Python 3 library for the analysis of data produced by AMIGA's Halo Finder (AHF).

Features

  • File parsing for .AHF_halos, .AHF_profiles, .AHF_mtree(_idx)
  • File truncation
  • Analysis of radial profile data
  • Analysis of integral properties (halo data)
  • Proper tracking of halos through time
  • Merger detection
  • Analysis of enclosed halos as indicator of host halo kinematics

Dependencies

Installation

pip install ahfhalotools

Usage

The majority of analysis is enabled by the ahfhalotools.objects.Cluster object. Example analysis scripts are available in /examples.

AHF documentation

For information on AMIGA's Halo Finder, including documentation and output file formats, you can visit their website here.

Gallery

Velocity Distribution of Enclosed Halo as a Function of Redshift Velocity Distribution of Enclosed Halo as a Function of Redshift with Skew Plots Local Density times Radius Squared as a function of z and r Local Density times Radius Squared as a function of z and r for select redshifts

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