def process_single_channel(input_path, channel, output_path):
vped_calibrator = VpedCalibrator()
vped_calibrator.load(input_path)
p_vped = VPEDPlot()
p_vped.ax.set_xlabel("VPED")
p_vped.ax.set_ylabel("Voltage (mV)")
p_vped.add_legend(loc='best')
p_vped.plot(vped_calibrator.vped[channel], vped_calibrator.voltage[channel])
p_vped.save(output_path)
def process(input_path, output_path):
vped_calibrator = VpedCalibrator()
vped_calibrator.load(input_path)
n_channels, n_amplitudes = vped_calibrator.vped.shape
p_vped = VPEDPlot()
for channel in range(n_channels):
p_vped.plot(vped_calibrator.vped[channel], vped_calibrator.voltage[channel])
p_vped.ax.set_xlabel("VPED")
p_vped.ax.set_ylabel("Voltage (mV)")
p_vped.add_legend(loc='best')
p_vped.save(output_path)
def process_mean_std(input_path, mean_path, std_path):
vped_calibrator = VpedCalibrator()
vped_calibrator.load(input_path)
vped = vped_calibrator.vped[0]
mean = vped_calibrator.voltage.mean(0)
std = vped_calibrator.voltage.std(0)
std /= mean
p_mean = VPEDPlot()
p_mean.plot(vped, mean)
p_mean.ax.set_xlabel("VPED")
p_mean.ax.set_ylabel("Voltage Average Across Channels(mV)")
p_mean.save(mean_path)
p_std = VPEDPlot()
p_std.plot(vped, std)
p_std.ax.set_xlabel("VPED")
p_std.ax.set_ylabel("Voltage Spread Across Channels(mV)")
p_std.save(std_path)
def process_different_temps(input_paths, channel, output_path):
p_vped = VPEDPlot()
reference_voltage = None
for input_path in input_paths:
regex_ped = re.search(r".+_([\d.]+)deg.h5", input_path)
temperature = f"{float(regex_ped.group(1))} °C"
vped_calibrator = VpedCalibrator()
vped_calibrator.load(input_path)
vped = vped_calibrator.vped[channel]
voltage = vped_calibrator.voltage[channel]
if reference_voltage is None:
reference_voltage = voltage
temperature = temperature + " (ref)"
p_vped.plot(vped, voltage/reference_voltage, label=temperature)
p_vped.ax.set_xlabel("VPED")
p_vped.ax.set_ylabel("Relative Voltage")
p_vped.add_legend(loc='best')
p_vped.save(output_path)
def get_dc_tf(dc_tf_path, vped_calibration_path):
tf = TFDC.from_file(dc_tf_path)
vped_calibrator = VpedCalibrator()
vped_calibrator.load(vped_calibration_path)
tf.finish_generation(vped_calibrator)
return tf