I am newbie in python I wrote a code that in this I load a txt file and I get my result in another txt file, and I want to repeat this code for other txt files that I have all of them in same folder. I want to load almost 300 txt files and do this, but I don't know how do that. thanks
dat = np.loadtxt('test1.txt')
x = dat[:, 0]
y = dat[:, 2]
peak = LorentzianModel()
constant = ConstantModel()
pars = peak.guess(y, x=x)
pars.update( constant.make_params())
pars['c'].set(1.04066)
mod = peak + constant
out=mod.fit(y, pars, x=x)
comps = out.eval_components(x=x)
writer = (out.fit_report(min_correl=0.25))
path = '/Users/dellcity/Desktop/'
filename = 'output.txt'
with open(path + filename, 'wt') as f:
f.write(writer)
you need to define a function that gets the filename as a parameter and in the main part of your programm create a loop in which you find all files which you want to load and then call the function, e.g.:
import os
def myFunction(filename):
dat = np.loadtxt(filename)
x = dat[:, 0]
y = dat[:, 2]
peak = LorentzianModel()
constant = ConstantModel()
pars = peak.guess(y, x=x)
pars.update( constant.make_params())
pars['c'].set(1.04066)
mod = peak + constant
out=mod.fit(y, pars, x=x)
comps = out.eval_components(x=x)
writer = (out.fit_report(min_correl=0.25))
path = '/Users/dellcity/Desktop/'
filename = 'output.txt'
# open in mode a = append
with open(path + filename, 'at') as f:
f.write(writer)
# the parameter of os.listdir is the path to your file,
# change to the path of your data files
for filename in os.listdir('.'):
if filename.endswith(".txt"):
myFunction(filename)