''' This file is part of PM4Py (More Info: https://pm4py.fit.fraunhofer.de). PM4Py is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version. PM4Py is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details. You should have received a copy of the GNU General Public License along with PM4Py. If not, see . ''' from typing import Optional, Dict, Any from enum import Enum from pm4py.util import exec_utils, pandas_utils import pandas as pd class Parameters(Enum): CONNECTION_STRING = "connection_string" PREFIX = "prefix" def apply(conn, parameters: Optional[Dict[Any, Any]] = None) -> pd.DataFrame: """ Extracts an event log for the SAP Order-to-Cash process Parameters --------------- conn (if provided) connection object to the database (offering cursors) parameters Parameters of the algorithm, including: - Parameters.CONNECTION_STRING => ODBC connection string that is used (if no connection is provided) - Parameters.PREFIX => prefix to add to the table names (example SAPSR3.) Returns --------------- dataframe Pandas dataframe """ if parameters is None: parameters = {} import pm4py connection_string = exec_utils.get_param_value(Parameters.CONNECTION_STRING, parameters, None) if conn is None: import pyodbc conn = pyodbc.connect(connection_string) prefix = exec_utils.get_param_value(Parameters.PREFIX, parameters, "") curs = conn.cursor() query = """ SELECT * FROM (SELECT T1.VBELN AS "case:concept:name", DECODE(T1.TYPE, 'C', 'Create Sales Document', 'D', 'Create Delivery') AS "concept:name", T1.TIMESTAMP AS "time:timestamp", T1.USERNAME AS "org:resource" FROM ( SELECT 'C' AS TYPE, VBAK.VBELN, VBAK.ERDAT || ' ' || VBAK.ERZET AS TIMESTAMP, VBAK.ERNAM AS USERNAME FROM """+prefix+"""VBAK UNION ALL SELECT 'D' AS TYPE, VBFA.VBELV AS VBELN, LIKP.ERDAT || ' ' || LIKP.ERZET AS TIMESTAMP, LIKP.ERNAM AS USERNAME FROM """+prefix+"""LIKP JOIN """+prefix+"""VBFA ON LIKP.VBELN = VBFA.VBELN WHERE VBFA.VBTYP_N = 'J' ) T1 ) UNION ( SELECT VBFA.VBELN AS "case:concept:name", TSTCT.TTEXT AS "concept:name", CDHDR.UDATE || ' ' || CDHDR.UTIME AS "time:timestamp", CDHDR.USERNAME AS "org:resource" FROM """+prefix+"""VBFA VBFA JOIN """+prefix+"""VBAK VBAK ON VBFA.VBELN = VBAK.VBELN JOIN """+prefix+"""VBAP VBAP ON VBAK.VBELN = VBAP.VBELN JOIN """+prefix+"""CDHDR CDHDR ON VBFA.VBELN = CDHDR.OBJECTID JOIN """+prefix+"""TSTCT TSTCT ON CDHDR.TCODE = TSTCT.TCODE WHERE VBFA.VBTYP_N = 'C' AND TSTCT.SPRSL = 'E' ) UNION ( SELECT C.VBELN AS "case:concept:name", 'Create Billing' AS "concept:name", C.FKDAT AS "time:timestamp", C.ERNAM AS "org:resource" FROM """+prefix+"""VBRK C JOIN """+prefix+"""VBAK A ON A.VBELN = C.VBELN ) """ columns = ["case:concept:name", "concept:name", "time:timestamp", "org:resource"] curs.execute(query) dataframe = curs.fetchall() dataframe = pandas_utils.instantiate_dataframe_from_records(dataframe, columns=columns) dataframe = pm4py.format_dataframe(dataframe) curs.close() conn.close() return dataframe