This Python Package allows interfacing with dotThz files.
Project description
Interface with dotThz files using Python
This crate provides an easy way to interface with dotThz files in Python.
Install it
pip install pydotthz
and then use like specified in the following example:
from pathlib import Path
import numpy as np
from dotthz import DotthzFile, DotthzMeasurement, DotthzMetaData
if __name__ == "__main__":
# Sample data
time = np.linspace(0, 1, 100) # your time array
data = np.random.rand(100) # example 3D data array
file = DotthzFile()
measurement = DotthzMeasurement()
# for thzVer 1.00, we need to transpose the array!
measurement.datasets = {"Sample": np.array([time, data]).T}
# set meta_data
meta_data = DotthzMetaData()
meta_data.user = "John Doe"
meta_data.version = "1.00"
meta_data.instrument = "Toptica TeraFlash Pro"
meta_data.mode = "THz-TDS/Transmission"
measurement.meta_data = meta_data
file.groups["Measurement"] = measurement
# save the file
file.save(Path("test.thz"))
# open the file again
path = Path("test.thz")
file = DotthzFile.load(path)
# read the first group (measurement)
key = list(file.groups.keys())[0]
print(file.groups.get(key).meta_data)
print(file.groups.get(key).datasets)
Requires hdf5 to be installed.
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