Data-preprocessing

[howard9199]

1. Rename the data:

# rename all the files in the folder
# all the file will in outside0\*\analysis\*.mat
# if file name contain "close"(case insensitive), rename it to "EyeClose.mat"
# if file name contain "open"(case insensitive), rename it to "EyeOpen.mat"

import os
import re

# get all the file path
def get_file_path(root_path):
    file_path_list = []
    for root, dirs, files in os.walk(root_path):
        for file in files:
            file_path_list.append(os.path.join(root, file))
    return file_path_list

# rename the file
def rename_file(file_path_list):
    for file_path in file_path_list:
        file_name = os.path.basename(file_path)
        if re.search(r'close', file_name, re.IGNORECASE):
            new_file_name = 'EyeClose.mat'
        elif re.search(r'open', file_name, re.IGNORECASE):
            new_file_name = 'EyeOpen.mat'
        else:
            new_file_name = file_name
        new_file_path = os.path.join(os.path.dirname(file_path), new_file_name)
        os.rename(file_path, new_file_path)

if __name__ == '__main__':
    root_path = r'D:\\BCG\\outside0'
    file_path_list = get_file_path(root_path)
    rename_file(file_path_list)

2. Autoreject:
   In Progress