Migrate ngmix PSF/shape column names (tracking shapepipe#761)#201

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cailmdaley wants to merge 11 commits into

migrate/ngmix-psf-column-names

Commits on Jul 1, 2026

docs: record the ngmix PSF/shape column migration plan

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docs: rewrite column-migration map to the as-shipped v2 grammar

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refactor(src): adopt ShapePipe-v2 column grammar in the package

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refactor(config): rename HSM/ngmix columns to v2 grammar, drop square_size

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refactor(scripts): migrate scripts, papers, cosmo_inference to v2 grammar

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refactor(src): remove dead galsim path, finish v2 grammar tightening

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refactor(config): NGMIX_MOM_FAIL -> NGMIX_MCAL_TYPES_FAIL in mask configs

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refactor(scripts,papers): finish v2 grammar tightening in scripts

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refactor(notebooks): migrate cfis_analysis HSM PSF columns to v2 grammar

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docs: record galsim removal, MOM_FAIL rename, and *_PSF_ORIG reframe

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refactor(rho_tau,cov): drop square_size, coordinate with leakage #27

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