from ..target.ATarget import ATarget from ..SpectralQty import SpectralQty import astropy.units as u from astropy.io import ascii import re class FileTarget(ATarget): """ A class to create a target from a file containing the spectral flux densities """ def __init__(self, file: str): """ Initialize a new target from a file containing the spectral flux density values Parameters ---------- file : str The file to read the spectral flux density values from. The file needs to provide two columns: wavelength and the corresponding spectral flux density. The format of the file will be guessed by `astropy.io.ascii.read(). If the file doesn't provide units via astropy's enhanced CSV format, the units will be read from the column headers or otherwise assumed to be *nm* and *W / m^2 / nm*. """ # Read the file data = ascii.read(file) # Check if units are given if data[data.colnames[0]].unit is None: # Convert values to float data[data.colnames[0]] = list(map(float, data[data.colnames[0]])) data[data.colnames[1]] = list(map(float, data[data.colnames[1]])) # Check if units are given in column headers if all([re.search("\\[.+\\]", x) for x in data.colnames]): # Extract units from headers and apply them on the columns units = [u.Unit(re.findall("(?<=\\[).+(?=\\])", x)[0]) for x in data.colnames] data[data.colnames[0]].unit = units[0] data[data.colnames[1]].unit = units[1] # Use default units else: data[data.colnames[0]].unit = u.nm data[data.colnames[1]].unit = u.W / (u.m ** 2 * u.nm) # Create a spectral quantity from the data and initialize the super class super().__init__(SpectralQty(data[data.colnames[0]].quantity, data[data.colnames[1]].quantity))