cosmo val (Martin's version)

config/calibration/mask_v1.5.5.yaml

@@ -0,0 +1,107 @@
+# Config file for masking and calibration.
+# Standard cuts without halo masks, type v1.X.5.
+
+# General parameters (can also given on command line)
+params:
+  input_path: unions_shapepipe_comprehensive_struc_2024_v1.X.c.hdf5
+  cmatrices: True
+  sky_regions: False
+  verbose: True
+
+# Masks
+## Using columns in 'dat' group (ShapePipe flags)
+dat:
+  # SExtractor flags
+  - col_name: FLAGS
+    label: SE FLAGS
+    kind: equal
+    value: 0
+
+  # Duplicate objects
+  - col_name: overlap
+    label: tile overlap
+    kind: equal
+    value: True
+
+  # ShapePipe flags
+  - col_name: IMAFLAGS_ISO
+    label: SP mask
+    kind: equal
+    value: 0
+
+  # Number of epochs
+  - col_name: N_EPOCH
+    label: r"$n_{\rm epoch}$"
+    kind: greater_equal
+    value: 2
+
+  # Magnitude range
+  - col_name: mag
+    label: mag range
+    kind: range
+    value: [15, 30]
+
+  # ngmix flags
+  - col_name: NGMIX_MOM_FAIL
+    label: "ngmix moments failure"
+    kind: equal
+    value: 0
+
+  # invalid PSF ellipticities
+  - col_name: NGMIX_ELL_PSFo_NOSHEAR_0
+    label: "bad PSF ellipticity comp 1"
+    kind: not_equal
+    value: -10
+  - col_name: NGMIX_ELL_PSFo_NOSHEAR_1
+    label: "bad PSF ellipticity comp 2"
+    kind: not_equal
+    value: -10
+
+## Using columns in 'dat_ext' group (post-processing flags)
+dat_ext:
+
+  # Stars
+  - col_name: 4_Stars
+    label: "Stars"
+    kind: equal
+    value: False
+
+  # Manual mask
+  - col_name: 8_Manual
+    label: "manual mask"
+    kind: equal
+    value: False
+
+  # r-band footprint
+  - col_name: 64_r
+    label: "r-band imaging"
+    kind: equal
+    value: False
+
+  # Maximask
+  - col_name: 1024_Maximask
+    label: "maximask"
+    kind: equal
+    value: False
+
+  # Rough pointing coverage
+  - col_name: npoint3
+    label: r"$n_{\rm pointing}$"
+    kind: greater_equal
+    value: 3
+
+# Metacal parameters
+metacal:
+  # Ellipticity dispersion
+  sigma_eps_prior: 0.34
+
+  # Signal-to-noise range
+  gal_snr_min: 10
+  gal_snr_max: 500
+
+  # Relative-size (hlr / hlr_psf) range
+  gal_rel_size_min: 0.5
+  gal_rel_size_max: 3
+
+  # Correct relative size for ellipticity?
+  gal_size_corr_ell: False

notebooks/cosmo_val/cat_config.yaml

@@ -614,6 +614,48 @@ SP_v1.4.2:
       e2_col: e2
       e1_PSF_col: e1_PSF
       e2_PSF_col: e2_PSF
+      w: w_iv
+      R: 1.0
+   star:
+      path: unions_shapepipe_star_2024_v1.4.a.fits
+      ra_col: RA
+      dec_col: Dec
+      e1_col: e1
+      e2_col: e2
+   psf:
+      path: unions_shapepipe_psf_2024_v1.4.a.fits
+      hdu: 1
+      ra_col: RA
+      dec_col: Dec
+      e1_PSF_col: E1_PSF_HSM
+      e2_PSF_col: E2_PSF_HSM
+      e1_star_col: E1_STAR_HSM
+      e2_star_col: E2_STAR_HSM
+      PSF_size: SIGMA_PSF_HSM
+      star_size: SIGMA_STAR_HSM
+      PSF_flag: "FLAG_PSF_HSM"
+      star_flag: "FLAG_STAR_HSM"
+      square_size: True
+
+SP_v1.4.1_noleakage:
+   pipeline: SP
+   subdir: CFIS/v1.0/ShapePipe/
+   ls: dashed
+   colour: black
+   marker: d
+   getdist_colour: 0.0, 0.5, 1.0
+   cov_th:
+      A: 3191.1827474082734 #deg^2
+      n_e: 7.0582373812033286 #arcmin-2
+      n_psf: 0.5705736293858423 #arcmin-2
+      sigma_e: 0.317469332009887
+   shear:
+      path: unions_shapepipe_2024_v1.4.1.fits
+      covmat_file: ./covs/shapepipe_A/cov_shapepipe_A.txt
+      e1_col: e1
+      e2_col: e2
+      e1_PSF_col: e1_PSF
+      e2_PSF_col: e2_PSF
       w_col: w_iv
       R: 1.0
    star:
@@ -639,7 +681,7 @@ SP_v1.4.2:
 
 SP_v1.4.5:
    pipeline: SP
-   subdir: CFIS/v1.0/ShapePipe/
+   subdir: UNIONS/v1.x/ShapePipe/v1.4.x/v1.4.5
    ls: dashed
    colour: blue
    marker: d
@@ -650,7 +692,7 @@ SP_v1.4.5:
       n_psf: 0.752316232272063 #arcmin-2
       sigma_e: 0.30961528707207325
    shear:
-      path: v1.4.x/v1.4.5/unions_shapepipe_cut_struc_2024_v1.4.5.fits
+      path: unions_shapepipe_cut_struc_2024_v1.4.5.fits
       covmat_file: ./covs/shapepipe_A/cov_shapepipe_A.txt
       e1_col: e1
       e2_col: e2
@@ -660,13 +702,13 @@ SP_v1.4.5:
       R: 1.0
       redshift_distr: CFIS/v1.0/nz/dndz_SP_A.txt
    star:
-      path: unions_shapepipe_star_2024_v1.4.1.fits
+      path: unions_shapepipe_star_2024_v1.4.a.fits
       ra_col: RA
       dec_col: Dec
       e1_col: e1
       e2_col: e2
    psf:
-      path: unions_shapepipe_psf_2024_v1.4.1.fits
+      path: unions_shapepipe_psf_2024_v1.4.a.fits
       hdu: 1
       ra_col: RA
       dec_col: Dec
@@ -768,7 +810,7 @@ SP_test:
 
 SP_v1.4.5_leak_corr:
    pipeline: SP
-   subdir: CFIS/v1.0/ShapePipe/
+   subdir: UNIONS/v1.x/ShapePipe/v1.4.x/v1.4.5
    ls: dashed
    colour: midnightblue
    marker: d
@@ -779,7 +821,7 @@ SP_v1.4.5_leak_corr:
       n_psf: 0.752316232272063 #arcmin-2
       sigma_e: 0.30961528707207325
    shear:
-      path: v1.4.x/v1.4.5/unions_shapepipe_cut_struc_2024_v1.4.5.fits
+      path: unions_shapepipe_cut_struc_2024_v1.4.5.fits
       covmat_file: ./covs/shapepipe_A/cov_shapepipe_A.txt
       e1_col: e1_leak_corrected
       e2_col: e2_leak_corrected
@@ -789,13 +831,13 @@ SP_v1.4.5_leak_corr:
       R: 1.0
       redshift_distr: CFIS/v1.0/nz/dndz_SP_A.txt
    star:
-      path: unions_shapepipe_star_2024_v1.4.1.fits
+      path: unions_shapepipe_star_2024_v1.4.a.fits
       ra_col: RA
       dec_col: Dec
       e1_col: e1
       e2_col: e2
    psf:
-      path: unions_shapepipe_psf_2024_v1.4.1.fits
+      path: unions_shapepipe_psf_2024_v1.4.a.fits
       hdu: 1
       ra_col: RA
       dec_col: Dec