def execute_script():
# loads a dataframe. setup dates
df = pd.read_csv("../tests/input_data/receipt.csv")
df = dataframe_utils.convert_timestamp_columns_in_df(df)
print(df)
# insert the case index in the dataframe
df = pandas_utils.insert_ev_in_tr_index(df,
case_id="case:concept:name",
column_name="@@index_in_trace")
# filter all the prefixes of length 5 from the dataframe
df = df[df["@@index_in_trace"] <= 5]
print(df)
# performs the automatic feature extraction
fea_df = dataframe_utils.automatic_feature_extraction_df(df)
print("\nfea_df =")
print(fea_df)
print(fea_df.columns)
def test_automatic_feature_extraction(self):
df = pd.read_csv(os.path.join("input_data", "receipt.csv"))
fea_df = dataframe_utils.automatic_feature_extraction_df(df)