import os import string import pandas as pd def read_new_data(metadata_path): df = pd.read_csv(metadata_path, sep=',') return df if __name__ == '__main__': folder_path = "C:\\Users\\B-brave_090624\\Documents\\audio3110_3\\" metadata_path = "metadata_3110_3.csv" new_df = read_new_data(metadata_path) existing_df = pd.read_csv("metadata.csv", sep=',') existing_train_df = existing_df[existing_df['file_name'].str.startswith('data/train/')] existing_test_df = existing_df[existing_df['file_name'].str.startswith('data/test/')] new_train_df = new_df[new_df['file_name'].str.startswith('data/train/')] new_test_df = new_df[new_df['file_name'].str.startswith('data/test/')] sum_length = len(existing_train_df) + len(existing_test_df) + len(new_train_df) + len(new_test_df) for i, value in enumerate(new_train_df['file_name']): if value in existing_train_df['file_name'].values: solved = False for suffix in string.ascii_lowercase: new_value = value.split('.')[0] + '_' + suffix + '.wav' if new_value not in existing_train_df['file_name'].values: solved = True new_train_df.iloc[i, new_train_df.columns.get_loc('file_name')] = new_value file_name = value.split('/')[-1] new_file_name = file_name.split('.')[0] + '_' + suffix + '.wav' os.rename(folder_path + file_name, folder_path + new_file_name) print(f"{file_name} renamed to {new_file_name} in TRAINING SET") break if not solved: print(f"{value} not solved") print(f"EXISTING TRAIN LENGTH: {len(existing_train_df)}") print(f"NEW TRAIN LENGTH: {len(new_train_df)}") existing_train_df = pd.concat([existing_train_df, new_train_df], ignore_index=True, sort=False) for i, value in enumerate(new_test_df['file_name']): if value in existing_test_df['file_name'].values: solved = False for suffix in string.ascii_lowercase: new_value = value.split('.')[0] + '_' + suffix + '.wav' if new_value not in existing_test_df['file_name'].values: solved = True new_test_df.iloc[i, new_test_df.columns.get_loc('file_name')] = new_value file_name = value.split('/')[-1] new_file_name = file_name.split('.')[0] + '_' + suffix + '.wav' os.rename(folder_path + file_name, folder_path + new_file_name) print(f"{file_name} renamed to {new_file_name} in TEST SET") break if not solved: print(f"{value} not solved") print(f"EXISTING TEST LENGTH: {len(existing_test_df)}") print(f"NEW TEST LENGTH: {len(new_test_df)}") existing_test_df = pd.concat([existing_test_df, new_test_df], ignore_index=True, sort=False) result = pd.concat([existing_train_df, existing_test_df], ignore_index=True, sort=False) print(f"FINAL DF LENGTH: {len(result)}") print(f"SUM LENGTH: {sum_length}") result.to_csv("metadata.csv", sep=',', index=False)