def test_resource_pool_analyzer(entry_point):
log_path = entry_point / 'PurchasingExample.xes'
log, log_path_csv = read(log_path)
result = ResourcePoolDiscoverer(log, activity_key='concept:name', resource_key='org:resource')
assert result.resource_table
assert len(result.resource_table) > 0
log_path_csv.unlink()
def test_adjust_durations_purchasing_example(entry_point):
log_path = Path(entry_point) / 'PurchasingExampleMultitasking.xes'
log, log_path_csv = read(log_path)
result = adjust_durations(log, verbose=True)
assert result is not None
assert (result.iloc[0]['time:timestamp'] -
result.iloc[0]['start_timestamp']).total_seconds() == 330.0
assert (result.iloc[1]['time:timestamp'] -
result.iloc[1]['start_timestamp']).total_seconds() == 870.0
log_path_csv.unlink()
def __run(self):
# NOTE: The previous version of the TimeTablesCreator supported only default undifferentiated calendars
# even though it was supposed to support calendars differentiated by resource pools.
#
# resource_calendar_method = self.settings.res_cal_met # NOTE: resource calendar discovery method discarded
# arrival_calendar_method = self.settings.arr_cal_met # NOTE: arrival calendar discovery method discarded
resource_calendar_method = CalendarType.UNDIFFERENTIATED
if self.log:
event_log = pd.DataFrame(self.log.data)
else:
event_log, log_path_csv = read(self.log_path)
log_path_csv.unlink()
# handling different column names: standard and Simod names
columns_mapping = None
if 'caseid' in event_log.columns:
columns_mapping = {
CASE_ID_KEY: 'caseid',
ACTIVITY_KEY: 'task',
RESOURCE_KEY: 'user',
END_TIMESTAMP_KEY: 'end_timestamp',
}
resource_calendar = discover_resource_calendar(
event_log,
resource_calendar_method,
columns_mapping=columns_mapping)
arrival_calendar = discover_arrival_calendar(
event_log, columns_mapping=columns_mapping)
assert resource_calendar is not None, 'Resource calendar discovery failed'
assert arrival_calendar is not None, 'Arrival calendar discovery failed'
self.resource_timetable = resource_calendar
self.arrival_timetable = arrival_calendar
self.timetable = _prosimos_calendar_to_time_table(
resource_calendar, arrival_calendar)
self.timetable_names = {
'arrival': 'QBP_ARR_DEFAULT_TIMETABLE',
'resources': 'Discovered_DEFAULT_CALENDAR'
}
def test_calendar_case_arrival_discover(entry_point, log_name):
log_path = entry_point / log_name
log, log_path_csv = read(log_path)
result = case_arrival.discover(log)
assert result
log_path_csv.unlink()
def test_calendar_discover_per_resource(entry_point, log_name):
log_path = entry_point / log_name
log, log_path_csv = read(log_path)
result = resource_calendar.discover_per_resource(log)
assert result
log_path_csv.unlink()
def test_adjust_durations_consulta(entry_point):
log_path = entry_point / 'ConsultaDataMining201618.xes'
log, log_path_csv = read(log_path)
result = adjust_durations(log, verbose=False)
assert result is not None
log_path_csv.unlink()