chore: split up storing func to one storing func
and one linking func
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@ -33,34 +33,38 @@ class CSV_handler:
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filtered_df = tot_data_frame[["timestamp", emg_str]]
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filtered_df = tot_data_frame[["timestamp", emg_str]]
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return filtered_df
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return filtered_df
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def store_df(self, filename:str, emg_nr:int, which_arm:str, data_container:Data_container, round:int):
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def store_df_in_container(self, filename:str, emg_nr:int, which_arm:str, data_container:Data_container, round:int):
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df = self.get_min_max_timestamp(filename, emg_nr)
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df = self.get_time_emg_table(filename, emg_nr+1)
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# Places the data correctly:
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if round == 1:
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if which_arm == 'left':
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data_container.data_dict_round1['left'][emg_nr] = df # Zero indexed emg_nr in the dict
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else:
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data_container.data_dict_round1['right'][emg_nr] = df
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elif round == 2:
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if which_arm == 'left':
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data_container.data_dict_round2['left'][emg_nr] = df
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else:
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data_container.data_dict_round2['right'][emg_nr] = df
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elif round == 3:
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if which_arm == 'left':
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data_container.data_dict_round3['left'][emg_nr] = df
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else:
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data_container.data_dict_round3['right'][emg_nr] = df
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elif round == 4:
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if which_arm == 'left':
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data_container.data_dict_round4['left'][emg_nr] = df
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else:
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data_container.data_dict_round4['right'][emg_nr] = df
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else:
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raise IndexError('Not a valid index')
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def link_container_to_handler(self, data_container:Data_container):
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# Links the retrieved data with the subjects data_container
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# Links the retrieved data with the subjects data_container
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subject_nr = data_container.subject_nr
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subject_nr = data_container.subject_nr
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self.data_container_dict[subject_nr] = data_container
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self.data_container_dict[subject_nr] = data_container
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# Places the data correctly:
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print(data_container.subject_name)
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if round == 0:
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if which_arm == 'left':
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data_container.data_dict_round1['left'][emg_nr+1] = df
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else:
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data_container.data_dict_round1['right'][emg_nr+1] = df
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elif round == 1:
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if which_arm == 'left':
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data_container.data_dict_round2['left'][emg_nr+1] = df
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else:
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data_container.data_dict_round2['right'][emg_nr+1] = df
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elif round == 2:
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if which_arm == 'left':
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data_container.data_dict_round3['left'][emg_nr+1] = df
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else:
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data_container.data_dict_round3['right'][emg_nr+1] = df
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elif round == 3:
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if which_arm == 'left':
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data_container.data_dict_round4['left'][emg_nr+1] = df
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else:
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data_container.data_dict_round4['right'][emg_nr+1] = df
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else:
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raise IndexError('Not a valid index')
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# Loads the data from the csv files into a storing system in an CSV_handler object
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# Loads the data from the csv files into a storing system in an CSV_handler object
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def load_hard_PP_emg_data(self):
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def load_hard_PP_emg_data(self):
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@ -131,6 +135,7 @@ class CSV_handler:
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subject1_data_container = Data_container(1, 'HaluskaMarek')
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subject1_data_container = Data_container(1, 'HaluskaMarek')
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#print(subject1_data_container.data_dict_round1)
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subject2_data_container = Data_container(1, 'HaluskaMaros')
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subject2_data_container = Data_container(1, 'HaluskaMaros')
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subject3_data_container = Data_container(1, 'HaluskovaBeata')
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subject3_data_container = Data_container(1, 'HaluskovaBeata')
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subject4_data_container = Data_container(1, 'KelisekDavid')
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subject4_data_container = Data_container(1, 'KelisekDavid')
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@ -142,11 +147,11 @@ class CSV_handler:
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# left variant proccessed here
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# left variant proccessed here
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for round in range(4):
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for round in range(4):
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for emg_nr in range(8):
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for emg_nr in range(8):
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self.store_df(left_list[subject_nr][round], emg_nr+1, 'left', subject_data_container_list[subject_nr])
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self.store_df(left_list[subject_nr][round], emg_nr, 'left', subject_data_container_list[subject_nr], round+1)
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# right variant proccessed here
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# right variant proccessed here
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for round in range(4):
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for round in range(4):
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for emg_nr in range(8):
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for emg_nr in range(8):
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self.store_df(right_list[subject_nr][round], emg_nr+1, 'right', subject_data_container_list[subject_nr])
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self.store_df(right_list[subject_nr][round], emg_nr, 'right', subject_data_container_list[subject_nr], round+1)
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return self.data_container_dict
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return self.data_container_dict
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@ -1,6 +1,6 @@
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from Handle_emg_data import *
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from Handle_emg_data import *
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import matplotlib.pyplot as plt
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import matplotlib.pyplot as plt
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from Signal_prep import *
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#from Signal_prep import *
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def test_df_extraction(emg_nr):
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def test_df_extraction(emg_nr):
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handler = CSV_handler()
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handler = CSV_handler()
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@ -14,8 +14,9 @@ def test_df_extraction(emg_nr):
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def test_load_func():
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def test_load_func():
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handler = CSV_handler()
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handler = CSV_handler()
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test_dict = handler.load_hard_PP_emg_data()
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test_dict = handler.load_hard_PP_emg_data()
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subject2_container = test_dict[2]
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subject2_container = test_dict.get(2)
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print(subject2_container.data_dict['left'][1])
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print(subject2_container)
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print(subject2_container.data_dict_round1.get('left')[1])
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def test_min_max_func():
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def test_min_max_func():
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handler = CSV_handler()
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handler = CSV_handler()
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@ -30,7 +31,6 @@ def test_fft_prep():
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file = "/Exp20201205_2myo_hardTypePP/HaluskaMarek_20201207_1810/myoLeftEmg.csv"
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file = "/Exp20201205_2myo_hardTypePP/HaluskaMarek_20201207_1810/myoLeftEmg.csv"
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df = handler.get_time_emg_table(file, 1)
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df = handler.get_time_emg_table(file, 1)
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def test_plot_wavelet_both_ways():
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def test_plot_wavelet_both_ways():
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handler = CSV_handler()
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handler = CSV_handler()
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file = "/Exp20201205_2myo_hardTypePP/HaluskaMarek_20201207_1810/myoLeftEmg.csv"
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file = "/Exp20201205_2myo_hardTypePP/HaluskaMarek_20201207_1810/myoLeftEmg.csv"
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@ -49,4 +49,4 @@ def test_plot_wavelet_both_ways():
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#print(len(y_new_values))
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#print(len(y_new_values))
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plot_arrays(N, y_new_values)
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plot_arrays(N, y_new_values)
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test_plot_wavelet_both_ways()
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test_load_func()
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