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feat: add load functions for every data version

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Skudalen 2021-06-25 11:09:36 +02:00
parent 2836d479f6
commit adf5089439
1 changed files with 193 additions and 7 deletions
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Handle_emg_data.py
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@ -134,6 +134,97 @@ class CSV_handler:
right_list = [subject1_right_files, subject2_right_files, subject3_right_files, subject4_right_files, subject5_right_files]
subject1_data_container = Data_container(1, 'HaluskaMarek')
subject2_data_container = Data_container(2, 'HaluskaMaros')
subject3_data_container = Data_container(3, 'HaluskovaBeata')
subject4_data_container = Data_container(4, 'KelisekDavid')
subject5_data_container = Data_container(5, 'KelisekRichard')
subject_data_container_list = [subject1_data_container, subject2_data_container, subject3_data_container,
subject4_data_container, subject5_data_container]
for subject_nr in range(5):
data_container = subject_data_container_list[subject_nr]
# left variant proccessed here
for round in range(4):
for emg_nr in range(8):
filename = left_list[subject_nr][round]
self.store_df_in_container(filename, emg_nr, 'left', data_container, round+1)
# right variant proccessed here
for round in range(4):
for emg_nr in range(8):
filename = right_list[subject_nr][round]
self.store_df_in_container(filename, emg_nr, 'right', data_container, round+1)
# Links the stored data in the data_container to the Handler
self.link_container_to_handler(data_container)
return self.data_container_dict
def load_soft_PP_emg_data(self):
# CSV data from subject 1
file1_subject1_left = "/Exp20201205_2myo_softTypePP/HaluskaMarek_20201207_1810/myoLeftEmg.csv"
file2_subject1_left = "/Exp20201205_2myo_softTypePP/HaluskaMarek_20201207_1830/myoLeftEmg.csv"
file3_subject1_left = "/Exp20201205_2myo_softTypePP/HaluskaMarek_20201207_1845/myoLeftEmg.csv"
file4_subject1_left = "/Exp20201205_2myo_softTypePP/HaluskaMarek_20201207_1855/myoLeftEmg.csv"
subject1_left_files = [file1_subject1_left, file2_subject1_left, file3_subject1_left, file4_subject1_left]
file1_subject1_rigth = "/Exp20201205_2myo_softTypePP/HaluskaMarek_20201207_1810/myoRightEmg.csv"
file2_subject1_rigth = "/Exp20201205_2myo_softTypePP/HaluskaMarek_20201207_1830/myoRightEmg.csv"
file3_subject1_rigth = "/Exp20201205_2myo_softTypePP/HaluskaMarek_20201207_1845/myoRightEmg.csv"
file4_subject1_rigth = "/Exp20201205_2myo_softTypePP/HaluskaMarek_20201207_1855/myoRightEmg.csv"
subject1_right_files = [file1_subject1_rigth, file2_subject1_rigth, file3_subject1_rigth, file4_subject1_rigth]
# CSV data from subject 2
file1_subject2_left = "/Exp20201205_2myo_softTypePP/HaluskaMaros_20201205_2010/myoLeftEmg.csv"
file2_subject2_left = "/Exp20201205_2myo_softTypePP/HaluskaMaros_20201205_2025/myoLeftEmg.csv"
file3_subject2_left = "/Exp20201205_2myo_softTypePP/HaluskaMaros_20201205_2035/myoLeftEmg.csv"
file4_subject2_left = "/Exp20201205_2myo_softTypePP/HaluskaMaros_20201205_2045/myoLeftEmg.csv"
subject2_left_files = [file1_subject2_left, file2_subject2_left, file3_subject2_left, file4_subject2_left]
file1_subject2_rigth = "/Exp20201205_2myo_softTypePP/HaluskaMaros_20201205_2010/myoRightEmg.csv"
file2_subject2_rigth = "/Exp20201205_2myo_softTypePP/HaluskaMaros_20201205_2025/myoRightEmg.csv"
file3_subject2_rigth = "/Exp20201205_2myo_softTypePP/HaluskaMaros_20201205_2035/myoRightEmg.csv"
file4_subject2_rigth = "/Exp20201205_2myo_softTypePP/HaluskaMaros_20201205_2045/myoRightEmg.csv"
subject2_right_files = [file1_subject2_rigth, file2_subject2_rigth, file3_subject2_rigth, file4_subject2_rigth]
# CSV data from subject 3
file1_subject3_left = "/Exp20201205_2myo_softTypePP/HaluskovaBeata_20201205_1700/myoLeftEmg.csv"
file2_subject3_left = "/Exp20201205_2myo_softTypePP/HaluskovaBeata_20201205_1715/myoLeftEmg.csv"
file3_subject3_left = "/Exp20201205_2myo_softTypePP/HaluskovaBeata_20201205_1725/myoLeftEmg.csv"
file4_subject3_left = "/Exp20201205_2myo_softTypePP/HaluskovaBeata_20201205_1735/myoLeftEmg.csv"
subject3_left_files = [file1_subject3_left, file2_subject3_left, file3_subject3_left, file4_subject3_left]
file1_subject3_rigth = "/Exp20201205_2myo_softTypePP/HaluskovaBeata_20201205_1700/myoRightEmg.csv"
file2_subject3_rigth = "/Exp20201205_2myo_softTypePP/HaluskovaBeata_20201205_1715/myoRightEmg.csv"
file3_subject3_rigth = "/Exp20201205_2myo_softTypePP/HaluskovaBeata_20201205_1725/myoRightEmg.csv"
file4_subject3_rigth = "/Exp20201205_2myo_softTypePP/HaluskovaBeata_20201205_1735/myoRightEmg.csv"
subject3_right_files = [file1_subject3_rigth, file2_subject3_rigth, file3_subject3_rigth, file4_subject3_rigth]
# CSV data from subject 4
file1_subject4_left = "/Exp20201205_2myo_softTypePP/KelisekDavid_20201209_1900/myoLeftEmg.csv"
file2_subject4_left = "/Exp20201205_2myo_softTypePP/KelisekDavid_20201209_1915/myoLeftEmg.csv"
file3_subject4_left = "/Exp20201205_2myo_softTypePP/KelisekDavid_20201209_1925/myoLeftEmg.csv"
file4_subject4_left = "/Exp20201205_2myo_softTypePP/KelisekDavid_20201209_1935/myoLeftEmg.csv"
subject4_left_files = [file1_subject4_left, file2_subject4_left, file3_subject4_left, file4_subject4_left]
file1_subject4_rigth = "/Exp20201205_2myo_softTypePP/KelisekDavid_20201209_1900/myoRightEmg.csv"
file2_subject4_rigth = "/Exp20201205_2myo_softTypePP/KelisekDavid_20201209_1915/myoRightEmg.csv"
file3_subject4_rigth = "/Exp20201205_2myo_softTypePP/KelisekDavid_20201209_1925/myoRightEmg.csv"
file4_subject4_rigth = "/Exp20201205_2myo_softTypePP/KelisekDavid_20201209_1935/myoRightEmg.csv"
subject4_right_files = [file1_subject4_rigth, file2_subject4_rigth, file3_subject4_rigth, file4_subject4_rigth]
# CSV data from subject 5
file1_subject5_left = "/Exp20201205_2myo_softTypePP/KelisekRichard_20201209_2030/myoLeftEmg.csv"
file2_subject5_left = "/Exp20201205_2myo_softTypePP/KelisekRichard_20201209_2040/myoLeftEmg.csv"
file3_subject5_left = "/Exp20201205_2myo_softTypePP/KelisekRichard_20201209_2050/myoLeftEmg.csv"
file4_subject5_left = "/Exp20201205_2myo_softTypePP/KelisekRichard_20201209_2100/myoLeftEmg.csv"
subject5_left_files = [file1_subject5_left, file2_subject5_left, file3_subject5_left, file4_subject5_left]
file1_subject5_rigth = "/Exp20201205_2myo_softTypePP/KelisekRichard_20201209_2030/myoRightEmg.csv"
file2_subject5_rigth = "/Exp20201205_2myo_softTypePP/KelisekRichard_20201209_2040/myoRightEmg.csv"
file3_subject5_rigth = "/Exp20201205_2myo_softTypePP/KelisekRichard_20201209_2050/myoRightEmg.csv"
file4_subject5_rigth = "/Exp20201205_2myo_softTypePP/KelisekRichard_20201209_2100/myoRightEmg.csv"
subject5_right_files = [file1_subject5_rigth, file2_subject5_rigth, file3_subject5_rigth, file4_subject5_rigth]
left_list = [subject1_left_files, subject2_left_files, subject3_left_files, subject4_left_files, subject5_left_files]
right_list = [subject1_right_files, subject2_right_files, subject3_right_files, subject4_right_files, subject5_right_files]
subject1_data_container = Data_container(1, 'HaluskaMarek')
subject2_data_container = Data_container(2, 'HaluskaMaros')
subject3_data_container = Data_container(3, 'HaluskovaBeata')
@ -226,25 +317,120 @@ class CSV_handler:
subject1_data_container = Data_container(1, 'HaluskaMarek')
subject2_data_container = Data_container(1, 'HaluskaMaros')
subject3_data_container = Data_container(1, 'HaluskovaBeata')
subject4_data_container = Data_container(1, 'KelisekDavid')
subject5_data_container = Data_container(1, 'KelisekRichard')
subject2_data_container = Data_container(2, 'HaluskaMaros')
subject3_data_container = Data_container(3, 'HaluskovaBeata')
subject4_data_container = Data_container(4, 'KelisekDavid')
subject5_data_container = Data_container(5, 'KelisekRichard')
subject_data_container_list = [subject1_data_container, subject2_data_container, subject3_data_container,
subject4_data_container, subject5_data_container]
for subject_nr in range(5):
data_container = subject_data_container_list[subject_nr]
# left variant proccessed here
for round in range(4):
for emg_nr in range(8):
self.store_df(left_list[subject_nr][round], emg_nr+1, 'left', subject_data_container_list[subject_nr])
filename = left_list[subject_nr][round]
self.store_df_in_container(filename, emg_nr, 'left', data_container, round+1)
# right variant proccessed here
for round in range(4):
for emg_nr in range(8):
self.store_df(right_list[subject_nr][round], emg_nr+1, 'right', subject_data_container_list[subject_nr])
filename = right_list[subject_nr][round]
self.store_df_in_container(filename, emg_nr, 'right', data_container, round+1)
# Links the stored data in the data_container to the Handler
self.link_container_to_handler(data_container)
return self.data_container_dict
def load_soft_original_emg_data(self):
# CSV data from subject 1
file1_subject1_left = "/Exp20201205_2myo_softType/HaluskaMarek_20201207_1810/myoLeftEmg.csv"
file2_subject1_left = "/Exp20201205_2myo_softType/HaluskaMarek_20201207_1830/myoLeftEmg.csv"
file3_subject1_left = "/Exp20201205_2myo_softType/HaluskaMarek_20201207_1845/myoLeftEmg.csv"
file4_subject1_left = "/Exp20201205_2myo_softType/HaluskaMarek_20201207_1855/myoLeftEmg.csv"
subject1_left_files = [file1_subject1_left, file2_subject1_left, file3_subject1_left, file4_subject1_left]
file1_subject1_rigth = "/Exp20201205_2myo_softType/HaluskaMarek_20201207_1810/myoRightEmg.csv"
file2_subject1_rigth = "/Exp20201205_2myo_softType/HaluskaMarek_20201207_1830/myoRightEmg.csv"
file3_subject1_rigth = "/Exp20201205_2myo_softType/HaluskaMarek_20201207_1845/myoRightEmg.csv"
file4_subject1_rigth = "/Exp20201205_2myo_softType/HaluskaMarek_20201207_1855/myoRightEmg.csv"
subject1_right_files = [file1_subject1_rigth, file2_subject1_rigth, file3_subject1_rigth, file4_subject1_rigth]
# CSV data from subject 2
file1_subject2_left = "/Exp20201205_2myo_softType/HaluskaMaros_20201205_2010/myoLeftEmg.csv"
file2_subject2_left = "/Exp20201205_2myo_softType/HaluskaMaros_20201205_2025/myoLeftEmg.csv"
file3_subject2_left = "/Exp20201205_2myo_softType/HaluskaMaros_20201205_2035/myoLeftEmg.csv"
file4_subject2_left = "/Exp20201205_2myo_softType/HaluskaMaros_20201205_2045/myoLeftEmg.csv"
subject2_left_files = [file1_subject2_left, file2_subject2_left, file3_subject2_left, file4_subject2_left]
file1_subject2_rigth = "/Exp20201205_2myo_softType/HaluskaMaros_20201205_2010/myoRightEmg.csv"
file2_subject2_rigth = "/Exp20201205_2myo_softType/HaluskaMaros_20201205_2025/myoRightEmg.csv"
file3_subject2_rigth = "/Exp20201205_2myo_softType/HaluskaMaros_20201205_2035/myoRightEmg.csv"
file4_subject2_rigth = "/Exp20201205_2myo_softType/HaluskaMaros_20201205_2045/myoRightEmg.csv"
subject2_right_files = [file1_subject2_rigth, file2_subject2_rigth, file3_subject2_rigth, file4_subject2_rigth]
# CSV data from subject 3
file1_subject3_left = "/Exp20201205_2myo_softType/HaluskovaBeata_20201205_1700/myoLeftEmg.csv"
file2_subject3_left = "/Exp20201205_2myo_softType/HaluskovaBeata_20201205_1715/myoLeftEmg.csv"
file3_subject3_left = "/Exp20201205_2myo_softType/HaluskovaBeata_20201205_1725/myoLeftEmg.csv"
file4_subject3_left = "/Exp20201205_2myo_softType/HaluskovaBeata_20201205_1735/myoLeftEmg.csv"
subject3_left_files = [file1_subject3_left, file2_subject3_left, file3_subject3_left, file4_subject3_left]
file1_subject3_rigth = "/Exp20201205_2myo_softType/HaluskovaBeata_20201205_1700/myoRightEmg.csv"
file2_subject3_rigth = "/Exp20201205_2myo_softType/HaluskovaBeata_20201205_1715/myoRightEmg.csv"
file3_subject3_rigth = "/Exp20201205_2myo_softType/HaluskovaBeata_20201205_1725/myoRightEmg.csv"
file4_subject3_rigth = "/Exp20201205_2myo_softType/HaluskovaBeata_20201205_1735/myoRightEmg.csv"
subject3_right_files = [file1_subject3_rigth, file2_subject3_rigth, file3_subject3_rigth, file4_subject3_rigth]
# CSV data from subject 4
file1_subject4_left = "/Exp20201205_2myo_softType/KelisekDavid_20201209_1900/myoLeftEmg.csv"
file2_subject4_left = "/Exp20201205_2myo_softType/KelisekDavid_20201209_1915/myoLeftEmg.csv"
file3_subject4_left = "/Exp20201205_2myo_softType/KelisekDavid_20201209_1925/myoLeftEmg.csv"
file4_subject4_left = "/Exp20201205_2myo_softType/KelisekDavid_20201209_1935/myoLeftEmg.csv"
subject4_left_files = [file1_subject4_left, file2_subject4_left, file3_subject4_left, file4_subject4_left]
file1_subject4_rigth = "/Exp20201205_2myo_softType/KelisekDavid_20201209_1900/myoRightEmg.csv"
file2_subject4_rigth = "/Exp20201205_2myo_softType/KelisekDavid_20201209_1915/myoRightEmg.csv"
file3_subject4_rigth = "/Exp20201205_2myo_softType/KelisekDavid_20201209_1925/myoRightEmg.csv"
file4_subject4_rigth = "/Exp20201205_2myo_softType/KelisekDavid_20201209_1935/myoRightEmg.csv"
subject4_right_files = [file1_subject4_rigth, file2_subject4_rigth, file3_subject4_rigth, file4_subject4_rigth]
# CSV data from subject 5
file1_subject5_left = "/Exp20201205_2myo_softType/KelisekRichard_20201209_2030/myoLeftEmg.csv"
file2_subject5_left = "/Exp20201205_2myo_softType/KelisekRichard_20201209_2040/myoLeftEmg.csv"
file3_subject5_left = "/Exp20201205_2myo_softType/KelisekRichard_20201209_2050/myoLeftEmg.csv"
file4_subject5_left = "/Exp20201205_2myo_softType/KelisekRichard_20201209_2100/myoLeftEmg.csv"
subject5_left_files = [file1_subject5_left, file2_subject5_left, file3_subject5_left, file4_subject5_left]
file1_subject5_rigth = "/Exp20201205_2myo_softType/KelisekRichard_20201209_2030/myoRightEmg.csv"
file2_subject5_rigth = "/Exp20201205_2myo_softType/KelisekRichard_20201209_2040/myoRightEmg.csv"
file3_subject5_rigth = "/Exp20201205_2myo_softType/KelisekRichard_20201209_2050/myoRightEmg.csv"
file4_subject5_rigth = "/Exp20201205_2myo_softType/KelisekRichard_20201209_2100/myoRightEmg.csv"
subject5_right_files = [file1_subject5_rigth, file2_subject5_rigth, file3_subject5_rigth, file4_subject5_rigth]
left_list = [subject1_left_files, subject2_left_files, subject3_left_files, subject4_left_files, subject5_left_files]
right_list = [subject1_right_files, subject2_right_files, subject3_right_files, subject4_right_files, subject5_right_files]
subject1_data_container = Data_container(1, 'HaluskaMarek')
subject2_data_container = Data_container(2, 'HaluskaMaros')
subject3_data_container = Data_container(3, 'HaluskovaBeata')
subject4_data_container = Data_container(4, 'KelisekDavid')
subject5_data_container = Data_container(5, 'KelisekRichard')
subject_data_container_list = [subject1_data_container, subject2_data_container, subject3_data_container,
subject4_data_container, subject5_data_container]
for subject_nr in range(5):
data_container = subject_data_container_list[subject_nr]
# left variant proccessed here
for round in range(4):
for emg_nr in range(8):
filename = left_list[subject_nr][round]
self.store_df_in_container(filename, emg_nr, 'left', data_container, round+1)
# right variant proccessed here
for round in range(4):
for emg_nr in range(8):
filename = right_list[subject_nr][round]
self.store_df_in_container(filename, emg_nr, 'right', data_container, round+1)
# Links the stored data in the data_container to the Handler
self.link_container_to_handler(data_container)
return self.data_container_dict
def get_emg_str(emg_nr):
return 'emg' + str(emg_nr)