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Merge branch 'main' of https://huggingface.co/datasets/AstroCompress/SBI-16-2D into main

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  1. utils/pull_hubble_csv.py +30 -0
utils/pull_hubble_csv.py CHANGED
@@ -3,6 +3,36 @@ from astroquery.mast.missions import MastMissions
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  """
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  Used to pull the list of observations that fit our filter criteria from
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  online Hubble archives. See all filter details in the function call below.
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  """
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  missions = MastMissions(mission='hst')
 
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  """
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  Used to pull the list of observations that fit our filter criteria from
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  online Hubble archives. See all filter details in the function call below.
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+
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+ sci_spec_1234='F606W,F606W;*,*;F606W,*;F606W;*'
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+
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+ We are only pulling observations which have used the F606W filter, which is one of the most commonly used ACS filters.
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+ We need the regex strings because observations that used multiple filters will include all filters in a list.
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+ Documented at https://etc.stsci.edu/etcstatic/users_guide/appendix_b_acs.html
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+
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+ sci_aec='S'
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+
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+ This value denotes that we are searching only for science observations, not observations that were done in order to
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+ calibrate various parts of the instrument or imaging process.
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+
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+ sci_instrume='acs'
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+ sci_instrument_config='ACS/WFC'
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+
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+ Here, we define that we want data from the ACS/WFC instrument.
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+
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+ sci_expflag='NORMAL'
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+
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+ This is a quality flag, ensuring that no quality issues were flagged for this observation.
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+
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+ sci_actual_duration='>300'
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+
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+ We require the minimum total observation duration to be at least 300 seconds, to remove any faulty observations
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+ that may have ended after a short period of time and to further narrow the distribution of data away from edge cases.
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+
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+ sci_aper_1234='WFC,WFC1,WFC2,WFCENTER'
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+
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+ We require that the aperture be one of the standard apertures, documented at
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+ https://hst-docs.stsci.edu/acsihb/chapter-7-observing-techniques/7-7-acs-apertures
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  """
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  missions = MastMissions(mission='hst')