Created
February 9, 2013 21:59
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csv, numpy interop
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""" | |
Alternatives to working with scipy | |
""" | |
import argparse | |
import csv | |
import numpy | |
import scipy.io as sio | |
import sys | |
def mat_to_csv(mat_file_name, matrix_var_name, csv_file_name = None): | |
""" | |
Convert .mat file to .csv | |
- mat_file_name : foo.mat or whatever | |
- matrix_var_name : whatever you stored your matrix in matlab as | |
- csv_file_name : output file name [optional] | |
""" | |
matrix = sio.loadmat(mat_file_name, {})[matrix_var_name] | |
if csv_file_name is None: | |
csv_file_name = mat_file_name.replace('.mat', '') + '.csv' | |
numpy.savetxt(csv_file_name, matrix, delimiter=',') | |
def csv_to_np_array(csv_file_name): | |
""" | |
Load .csv file contents into numpy array object | |
- csv_file_name : foo.csv or w/e | |
""" | |
return numpy.loadtxt(csv_file_name, delimiter = ',') | |
def _set_up_argparser(): | |
parser = argparse.ArgumentParser() | |
parser.add_argument('--test', dest='test', action='store_true', default=None, help='runs the test') | |
return parser | |
if __name__ == '__main__': | |
arg_parser = _set_up_argparser() | |
parsed = arg_parser.parse_args() | |
if not parsed.test: | |
print 'Import and use please' | |
sys.exit(1) | |
test_arr = numpy.zeros((2, 2)) | |
sio.savemat('test.mat', {'test' : test_arr}) | |
mat_to_csv('test.mat', 'test') | |
if numpy.array_equal(csv_to_np_array('test.csv'), test_arr): | |
print 'Tests passed' | |
sys.exit(0) | |
print 'FUCK UP' | |
sys.exit(1) | |
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