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update ps1 star filtering #995

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Aug 29, 2024
Merged

update ps1 star filtering #995

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22 changes: 11 additions & 11 deletions mirar/pipelines/winter/generator/candidates.py
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Original file line number Diff line number Diff line change
Expand Up @@ -280,8 +280,6 @@ def winter_candidate_quality_filterer(source_table: SourceBatch) -> SourceBatch:
"""
new_batch = []

min_dist_to_star = 7.0

for source in source_table:
src_df = source.get_data()

Expand All @@ -290,15 +288,17 @@ def winter_candidate_quality_filterer(source_table: SourceBatch) -> SourceBatch:
& (src_df["fwhm"] < 10.0)
& (src_df["mindtoedge"] > 50.0)
& (src_df["isdiffpos"])
& ( # Cut on sgscore1
(src_df["sgscore1"] < 0.5)
| pd.isnull(src_df["sgscore1"])
| (src_df["distpsnr1"] > min_dist_to_star)
)
& ( # Cut on PS1STRM Star Probability
(src_df["ps1strmprobstar1"] < 0.5)
| pd.isnull(src_df["ps1strmprobstar1"])
| (src_df["distpsnr1"] > min_dist_to_star)
& ~( # Not a star according to PS1 or PS1STRM
(
(src_df["distpsnr1"] < 7.0)
& (src_df["srmag"] < 15)
& ((src_df["sgscore"] > 0.7) | (src_df["ps1strmprobstar1"] > 0.7))
)
| (
(src_df["distpsnr1"] < 3.0)
& (src_df["srmag"] < 18)
& ((src_df["sgscore"] > 0.7) | (src_df["ps1strmprobstar1"] > 0.7))
)
)
& (src_df["ndethist"] > 0)
)
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