safety-reset/reset-controller/fw/tools/fft_window_header_gen.py
2021-04-09 18:38:57 +02:00

59 lines
2 KiB
Python

#!/usr/bin/env python3
import textwrap
import scipy.signal as sig
import numpy as np
WINDOW_TYPES = [
'boxcar',
'triang',
'blackman',
'hamming',
'hann',
'bartlett',
'flattop',
'parzen',
'bohman',
'blackmanharris',
'nuttall',
'barthann',
'kaiser',
'gaussian',
'general_gaussian',
'slepian',
'dpss',
'chebwin',
'exponential',
'tukey',
]
if __name__ == '__main__':
import argparse
parser = argparse.ArgumentParser()
parser.add_argument('window', choices=WINDOW_TYPES, help='Type of window function to use')
parser.add_argument('n', type=int, help='Width of window in samples')
parser.add_argument('window_args', nargs='*', type=float,
help='''Window argument(s) if required. See https://docs.scipy.org/doc/scipy/reference/generated/scipy.signal.get_window.html#scipy.signal.get_window for details.''')
parser.add_argument('-v', '--variable', default='fft_window_table', help='Name for alias variable pointing to generated window')
args = parser.parse_args()
print(f'/* FTT window table for {args.n} sample {args.window} window.')
if args.window_args:
print(f' * Window arguments were: ({" ,".join(str(arg) for arg in args.window_args)})')
print(f' */')
winargs = ''.join(f'_{arg:.4g}'.replace('.', 'F') for arg in args.window_args)
varname = f'fft_{args.n}_window_{args.window}{winargs}'
print(f'const float {varname}[{args.n}] = {{')
win = sig.get_window(args.window if not args.window_args else (args.window, *args.window_args),
Nx=args.n, fftbins=True)
par = ' '.join(f'{f:>013.8g},' for f in win)
print(textwrap.fill(par,
initial_indent=' '*4, subsequent_indent=' '*4,
width=120,
replace_whitespace=False, drop_whitespace=False))
print('};')
print()
print(f'const float * const {args.variable} __attribute__((weak)) = {varname};')