def _map_function(defl, *args, **kwargs):
"""
:param defl:
:type defl:
:param args:
:type args:
:param kwargs:
:type kwargs:
:returns: List [inst_freq, amplitude, phase, tfp, shift, pwr_diss]
WHERE
[type] inst_freq is...
[type] amplitude is...
[type] phase is...
[type] tfp is...
[type] shift is...
[type] pwr_diss is...
"""
parm_dict = args[0]
pixel_params = args[1]
impulse = args[2]
pix = Pixel(defl, parm_dict, **pixel_params)
if parm_dict['if_only']:
inst_freq, _, _ = pix.generate_inst_freq()
tfp = 0
shift = 0
amplitude = 0
phase = 0
pwr_diss = 0
elif parm_dict['deconvolve']:
iterations = parm_dict['conv_iterations']
impulse = impulse[
parm_dict['impulse_window'][0]:parm_dict['impulse_window'][1]]
inst_freq, amplitude, phase = pix.generate_inst_freq()
conv = restoration.richardson_lucy(inst_freq,
impulse,
clip=False,
num_iter=iterations)
pix.inst_freq = conv
pix.find_tfp()
tfp = pix.tfp
shift = pix.shift
pix.calculate_power_dissipation()
pwr_diss = pix.power_dissipated
else:
tfp, shift, inst_freq = pix.analyze()
pix.calculate_power_dissipation()
amplitude = pix.amplitude
phase = pix.phase
pwr_diss = pix.power_dissipated
return [inst_freq, amplitude, phase, tfp, shift, pwr_diss]
def _map_function(defl, *args, **kwargs):
parm_dict = args[0]
pixel_params = args[1]
pix = Pixel(defl, parm_dict, **pixel_params)
if parm_dict['if_only']:
inst_freq, _, _ = pix.generate_inst_freq()
tfp = 0
shift = 0
amplitude = 0
phase = 0
pwr_diss = 0
else:
tfp, shift, inst_freq = pix.analyze()
pix.calculate_power_dissipation()
amplitude = pix.amplitude
phase = pix.phase
pwr_diss = pix.power_dissipated
return [inst_freq, amplitude, phase, tfp, shift, pwr_diss]