heinlein

heinlein

heinlein is a high-level tool for interacting with local versions of astronomical survey datasets. heinlein empowers astronomers who work with large survey datasets to stop thinking about files and start thinking about astronomy. Let's say you had downloaded some catalogs from the Dark Energy Survey. You could add these catalogs to heinlein with a single command:

> heinlein add hsc catalog /path/to/catalogs

Once this is done retrieving data in a python script becomes a simple as:

from heinlein import load dataset
import astropy.units as u

des = load_dataset("des")
catalog = data.cone_search(center=(141.23246, 2.32358), radius=120*u.arcsec)
#Returns a standard astropy table

heinlein understands that it's pointless to load an entire dataset when you only need one small piece of it, so it contains tools to intelligently portions of the data based on what's needed at the moment. You can easily setup your previously-downloaded catalogs to work with these features by calling:

> heinlein split des /path/to/catalogs

heinlein also knows that if you're getting data from one part of the sky, there's a decent chance you'll come back and try to get data from a nearby part of the sky. heinlein caches data so queries nearby a perviously-queried area will return substantially faster.

But heinlein doesn't only work with catalogs. For analyses that rely on photometry, it can be necesary to remove objects from a catalog that fall within a mask provided by the survey team (often because of a nearby bright star). It's easy to use heinlein to manage these masks and apply them to catalogs:

des = load_dataset("des")
data = data.cone_search(center=(141.23246, 2.32358), radius=120*u.arcsec, dtypes=["catalg", "mask"])
catalog = data["catalog"]
mask = data["mask"]
masked_catalog = catalog[mask]

heinlein will happily keep track of any data you give it, but it only contains built-in tools for certain datatypes (currently catalogs and masks).

Currently supported surveys: DES, HSC SSP, CFHTLS

Data types with built-in utilities: Catalogs (plaintext (csv, tsv etc), sqlite) Masks (.fits, .reg, mangle)

Interested in adding something to these lists? Don't hesitate to add it in "Issues."