data_preprocessing_scripts.txt

Scripts
# Data Preprocessing
# OPTIONS 
# raw_data_file: KPI data file
# label_file: The corresponding ground-truth file
# train_data_path: The path of the preprocessed training set  
# test_data_path: The path of the preprocessed testing set
# test_start_time: The data later than this timestamp is considered as the testing data

# Machine-1-1
python data_preprocess.py --raw_data_file data/machine-1-1-data.csv --label_file data/machine-1-1-label.csv --train_data_path data_processed/machine-1-1-train --test_data_path data_processed/machine-1-1-test --test_start_time 20190923005800

# Machine-1-5
python data_preprocess.py --raw_data_file data/machine-1-5-data.csv --label_file data/machine-1-5-label.csv --train_data_path data_processed/machine-1-5-train --test_data_path data_processed/machine-1-5-test --test_start_time 20190919162400