A tool for standardizing I/O when reducing and analyzing exoplanet data
Astraeus
is a general-purpose tool that manages your data using Xarray structures and reads/writes data from/to your exoplanet data reduction pipeline. By using consistent formats and keywords across pipelines, users should be able to exchange and compare results easier than ever before! Astraeus
makes use of Xarray
, an open source Python package that uses labelled multi-dimensional arrays (think of Pandas in N dimensions).
Xarray
is commonly used for data analysis in geoscience and makes use of two core data structures, called a DataArray
and a Dataset
. The former is like a NumPy array, except with coordinates, labels, and attributes. The latter is simply a collection of DataArrays. Both structures can easily be written to and loaded from HDF5 files. This means, even if you are not using Python, you can still read an HDF5 file written by Astraeus
and maintain the full useability of your data.
Up-to-date installation instructions and helpful examples can be found at https://kevin218.github.io/Astraeus/.