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Add Carrick 2MTF mocks

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rstiskalek 2024-10-07 23:25:45 +01:00
parent 184eed99be
commit 3edb2d51b0
1 changed files with 20 additions and 1 deletions
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21
csiborgtools/flow/io.py
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@ -187,6 +187,8 @@ class DataLoader:
fpath = paths.field_los(simname, "Pantheon+") fpath = paths.field_los(simname, "Pantheon+")
elif "CF4_TFR" in catalogue: elif "CF4_TFR" in catalogue:
fpath = paths.field_los(simname, "CF4_TFR") fpath = paths.field_los(simname, "CF4_TFR")
elif "Carrick2MTFmock" in catalogue:
fpath = paths.field_los(simname, "2MTF")
else: else:
fpath = paths.field_los(simname, catalogue) fpath = paths.field_los(simname, catalogue)
@ -214,6 +216,11 @@ class DataLoader:
los_density = np.ones_like(los_density) los_density = np.ones_like(los_density)
los_velocity = np.zeros_like(los_velocity) los_velocity = np.zeros_like(los_velocity)
# These mocks have no inhomogeneous Malmquist when being generated,
# so just set to 0.
if "Carrick2MTFmock" in catalogue:
los_density[...] = 0.
return rdist, los_density, los_velocity return rdist, los_density, los_velocity
def _read_catalogue(self, catalogue, catalogue_fpath): def _read_catalogue(self, catalogue, catalogue_fpath):
@ -262,6 +269,12 @@ class DataLoader:
arr = np.empty(len(mock_data["RA"]), dtype=dtype) arr = np.empty(len(mock_data["RA"]), dtype=dtype)
for key in mock_data.keys(): for key in mock_data.keys():
arr[key] = mock_data[key] arr[key] = mock_data[key]
elif "Carrick2MTFmock" in catalogue:
with File(catalogue_fpath, 'r') as f:
dtype = [(key, np.float32) for key in f.keys()]
arr = np.empty(len(f["RA"]), dtype=dtype)
for key in f.keys():
arr[key] = f[key][:]
elif "UPGLADE" in catalogue: elif "UPGLADE" in catalogue:
with File(catalogue_fpath, 'r') as f: with File(catalogue_fpath, 'r') as f:
dtype = [(key, np.float32) for key in f.keys()] dtype = [(key, np.float32) for key in f.keys()]
@ -479,11 +492,17 @@ def get_model(loader, zcmb_min=None, zcmb_max=None, mag_selection=None,
None, mag_selection, loader.rdist, loader._Omega_m, "SN", None, mag_selection, loader.rdist, loader._Omega_m, "SN",
name=kind, void_kwargs=void_kwargs, name=kind, void_kwargs=void_kwargs,
wo_num_dist_marginalisation=wo_num_dist_marginalisation) wo_num_dist_marginalisation=wo_num_dist_marginalisation)
elif kind in ["SFI_gals", "2MTF", "SFI_gals_masked"] or "IndranilVoidTFRMock" in kind: # noqa elif kind in ["SFI_gals", "2MTF", "SFI_gals_masked"] or "IndranilVoidTFRMock" in kind or "Carrick2MTFmock" in kind: # noqa
keys = ["RA", "DEC", "z_CMB", "mag", "eta", "e_mag", "e_eta"] keys = ["RA", "DEC", "z_CMB", "mag", "eta", "e_mag", "e_eta"]
RA, dec, zCMB, mag, eta, e_mag, e_eta = (loader.cat[k] for k in keys) RA, dec, zCMB, mag, eta, e_mag, e_eta = (loader.cat[k] for k in keys)
mask = (zCMB < zcmb_max) & (zCMB > zcmb_min) mask = (zCMB < zcmb_max) & (zCMB > zcmb_min)
if "Carrick2MTFmock" in kind:
# For the mock we only want to select objects with the '2M++'
# volume.
mask &= loader.cat["r"] < 125
calibration_params = {"mag": mag[mask], "eta": eta[mask], calibration_params = {"mag": mag[mask], "eta": eta[mask],
"e_mag": e_mag[mask], "e_eta": e_eta[mask]} "e_mag": e_mag[mask], "e_eta": e_eta[mask]}