uv_wavelengths = casa_utils.convert_uv_coords_from_meters_to_wavelengths(
uv=uv, frequencies=frequencies)
# NOTE: For this tutorial we channel-average the uv_wavelengths.
uv_wavelengths = np.average(a=uv_wavelengths, axis=0)
antennas = fits.getdata("./antennas.fits")
if not (uv_wavelengths.shape[0] == antennas.shape[0]):
raise ValueError("...")
antennas_unique = np.unique(antennas)
if os.path.isfile("./phase_errors.fits"):
phase_errors = fits.getdata(filename="./phase_errors.fits")
else:
np.random.seed(seed=random_utils.seed_generator())
phase_errors = np.random.uniform(low=-np.pi / 2.0,
high=np.pi / 2.0,
size=(antennas_unique.size, ))
fits.writeto("./phase_errors.fits", data=phase_errors)
f = calibration_utils.compute_f_matrix_from_antennas(antennas=antennas)
data_with_phase_errors = False
self_calibration = False
if __name__ == "__main__":
def corrupt_visibilities_from_f_matrix_and_phase_errors(
visibilities, f, phase_errors):
uv_wavelengths = np.average(
a=uv_wavelengths,
axis=0
)
antennas = fits.getdata("./antennas.fits")
if not (uv_wavelengths.shape[0] == antennas.shape[0]):
raise ValueError("...")
antennas_unique = np.unique(antennas)
if os.path.isfile("./phase_errors.fits"):
phase_errors = fits.getdata(filename="./phase_errors.fits")
else:
np.random.seed(
seed=random_utils.seed_generator()
)
phase_errors = np.random.uniform(
low=-np.pi/2.0, high=np.pi/2.0, size=(antennas_unique.size,)
)
fits.writeto("./phase_errors.fits", data=phase_errors)
f = calibration_utils.compute_f_matrix_from_antennas(
antennas=antennas
)
data_with_phase_errors = True
self_calibration = True
if __name__ == "__main__":