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@shriphani
Created February 9, 2013 21:59
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csv, numpy interop
"""
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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