lincc-frameworks / lincc-frameworks/rubin-dash

Implement values in auxiliary ra/dec columns as being offsets from main ra/dec

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Python
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Description

The ra/dec columns which are not the ``main`` ra/dec are a considerable part of the catalog (``main`` value being calculated a position of object/dia_object on coadd, the value that we use to do healpix_29). We downsample these to float32 but that leads to changes to the values which can be larger than the errors on the values.

Implement a solution to make all of the columns which are not the main ra/dec to be expressed an an offset from the main values, which can be expressed as float32 without losing precision.

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Research direction

No files, tests, or entry points are named in the issue. Trace the catalog import and float32 downsampling path, then verify that non-main ra/dec values are stored as offsets from the main values without exceeding the original measurement errors.

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Assessment

Tech stack
python
Domain
data-engineering
Issue type
Feature
Difficulty
4/5
Estimated time
3-5 days
Activity status
Quiet
Clarity
Mostly clear
Newbie friendliness
48/100

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