test_lst = []
lines_per_file = [18, 18, 16, 16, 19, 19, 19]
rows_after_header_useless = [True, True, True, True, True, True, True]
#rows_before_header_useless = [False, False, False, False, True, True, True]
for ind, name in enumerate(filenames):
filename = main_path + name
parameters = [
delimeter, rows_after_header_useless[ind], delete_comment_flag,
new_headers, convert_b_flag, cols_to_remove
]
file = DataFile(filename, parameters)
df = file.open()
if ind == 0:
inds = np.where(np.array(df['temp']) > 2.75)[0]
df.drop(inds + 1, inplace=True)
df = df.reset_index()
if ind == 2:
inds = np.where(np.array(df['temp']) > 3.75)[0]
df.drop(inds + 1, inplace=True)
df = df.reset_index()
if ind == 5:
inds = np.where(np.array(df['temp']) > 6.75)[0]
df.drop(inds + 1, inplace=True)
df = df.reset_index()
117,
127,
129]
for ind, folder in enumerate(folders):
filename_field = main_path + folder + m_v_h_names[ind]
parameters = [delimeter,
row_after_header_useless,
delete_comment_flag,
new_headers,
convert_b_flag,
cols_to_keep]
file_field = DataFile(filename_field, parameters)
field_df = file_field.open()
field_df = field_df[['Temperature (K)', 'Magnetic Field (Oe)','DC Moment Fixed Ctr (emu)', 'DC Moment Free Ctr (emu)']]
#arr = scipy.ndimage.filters.median_filter(np.array(field_df['DC Moment Fixed Ctr (emu)']), size=3)
#interpd_arr = np.interp(np.array(field_df['Magnetic Field (Oe)']), np.array(field_df['Magnetic Field (Oe)']), arr)
#smoothed_arr = moving_average(arr,5)
#field_df['DC Moment Fixed Ctr (emu)'] = arr
#field_df['DC Moment Fixed Ctr (emu)'] = field_df['DC Moment Fixed Ctr (emu)'].rolling(3).mean()
field_df['Placement'] = labels[ind]
field_lst.append(field_df)
big_field_df = pd.concat(field_lst)
for ind, folder in enumerate(folders):
angle_num = ind+1
filename_field = main_path + folder + m_v_h_names[ind]
filename_temps = main_path + folder + m_v_t_names[ind]
parameters = [delimeter,
row_after_header_useless,
delete_comment_flag,
new_headers,
convert_b_flag,
cols_to_keep]
file_field = DataFile(filename_field, parameters)
field_df = file_field.open()
field_df = field_df[['Temperature (K)', 'Magnetic Field (Oe)','DC Moment Fixed Ctr (emu)', 'DC Moment Free Ctr (emu)']]
field_df['Angle'] = 'Angle '+ str(angle_num)
field_lst.append(field_df)
file_temps = DataFile(filename_temps, parameters)
temps_df = file_temps.open()
temps_df = temps_df[['Temperature (K)', 'Magnetic Field (Oe)', 'DC Moment Fixed Ctr (emu)', 'DC Moment Free Ctr (emu)']]
temps_df['Angle'] = 'Angle '+ str(angle_num)
temp_lst.append(temps_df)
big_field_df = pd.concat(field_lst)
big_temp_df = pd.concat(temp_lst)