Matching of observations (#127)

* Rename file

* Add indents

* Update imports

* Add counting

* Docs

* Add nb

* Rename nb

* Update nb

* Add PV processing

* Update nb

* Add Pantheon+groups

* Update submission scripts

* Add Pantheon+zSN

* Update nb

* Edit param

* Matchin SFI

* Update nb

* Fix path bug

* Add list of clusters

* Update imports

* Update imports

* Add cartesian & mass of clusters

* Add observation to halo matching

* Add nb

* Add inverse CDF

* Add import

* Update nb

* Add comments

scripts/field_los.py

@@ -61,7 +61,7 @@ def get_los(catalogue_name, simname, comm):
         if catalogue_name in ["LOSS", "Foundation", "SFI_gals",
                               "SFI_gals_masked", "SFI_groups", "2MTF",
                               "Pantheon+"]:
-            fpath = join(folder, "PV_compilation_Supranta2019.hdf5")
+            fpath = join(folder, "PV_compilation.hdf5")
             with File(fpath, 'r') as f:
                 grp = f[catalogue_name]
                 RA = grp["RA"][:]
@@ -286,7 +286,7 @@ if __name__ == "__main__":
 
     rmax = 200
     dr = 0.5
-    smooth_scales = [0, 2]
+    smooth_scales = [0, 2, 4]
 
     comm = MPI.COMM_WORLD
     paths = csiborgtools.read.Paths(**csiborgtools.paths_glamdring)

scripts/flow_validation.py

@@ -52,8 +52,10 @@ def get_model(args, nsim_iterator, get_model_kwargs):
     if args.catalogue == "A2":
         fpath = join(folder, "A2.h5")
     elif args.catalogue in ["LOSS", "Foundation", "Pantheon+", "SFI_gals",
-                            "2MTF", "SFI_groups", "SFI_gals_masked"]:
-        fpath = join(folder, "PV_compilation_Supranta2019.hdf5")
+                            "2MTF", "SFI_groups", "SFI_gals_masked",
+                            "Pantheon+_groups", "Pantheon+_groups_zSN",
+                            "Pantheon+_zSN"]:
+        fpath = join(folder, "PV_compilation.hdf5")
     elif "CB2_" in args.catalogue:
         kind = args.catalogue.split("_")[-1]
         fpath = join(folder, f"PV_mock_CB2_17417_{kind}.hdf5")

scripts/flow_validation.sh

@@ -7,8 +7,8 @@ queue="berg"
 env="/mnt/users/rstiskalek/csiborgtools/venv_csiborg/bin/python"
 file="flow_validation.py"
 
-catalogue="CB2_small"
-simname="csiborg2_main"
+catalogue="Pantheon+_groups"
+simname="csiborg2_varysmall"
 
 
 pythoncm="$env $file --catalogue $catalogue --simname $simname --ksmooth $ksmooth"