Synthetic Log Generation from DECLARE Models¶
DECLARE4Py implements the generation of synthetic logs from DECLARE models with a solution based on Answer Set Programming that uses a Clingo solver. More details can be found in the paper of Chiariello, F., Maggi, F. M., & Patrizi, F. (2022, June). ASP-Based Declarative Process Mining. In Proceedings of the AAAI Conference on Artificial Intelligence (Vol. 36, No. 5, pp. 5539-5547).
As first step, it is necessary to import a .decl file containing the DECLARE constraints.
[2]:
import os
from Declare4Py.ProcessModels.DeclareModel import DeclareModel
model_name = 'sepsis'
model: DeclareModel = DeclareModel().parse_from_file(os.path.join("../../../", "tests", "test_models", f"{model_name}.decl"))
/usr/lib/python3/dist-packages/pyparsing.py:108: DeprecationWarning: module 'sre_constants' is deprecated
import sre_constants
Then, some general settings are needed to set the number of cases to generate and the minimum and maximum number of events for each case
[3]:
# Number of cases that have be generated
num_of_cases = 10
# Minimum and maximum number of events a case can contain
(num_min_events, num_max_events) = (3, 10)
The class AspGenerator has to be instantiated with the DECLARE model and the settings of above. Then, the run method will generate the cases and the to_xes method will save them in a .xes event log.
[4]:
from Declare4Py.ProcessMiningTasks.ASPLogGeneration.asp_generator import AspGenerator
asp_gen: AspGenerator = AspGenerator(model, num_of_cases, num_min_events, num_max_events)
asp_gen.run()
DEBUG:ASP generator:Distribution for traces uniform
DEBUG:ASP generator:traces: 10, events can have a trace min(3) max(10)
INFO:ASP generator:Computing distribution
DEBUG:Distributor:Distribution() uniform min_mu: 3 max_sigma: 10 num_traces: 10 custom_prob: None
DEBUG:Distributor:Uniform() probabilities: [Fraction(1, 8), Fraction(1, 8), Fraction(1, 8), Fraction(1, 8), Fraction(1, 8), Fraction(1, 8), Fraction(1, 8), Fraction(1, 8)]
DEBUG:Distributor:Custom_dist() min_mu:3 max_sigma:10 num_traces:10
DEBUG:Distributor:Probabilities sum 1
DEBUG:Distributor:Distribution result: [ 8 7 5 10 9 5 3 9 7 10]
INFO:ASP generator:Distribution result Counter({7: 2, 5: 2, 10: 2, 9: 2, 8: 1, 3: 1})
DEBUG:ASP generator:Using custom traces length
INFO:ASP generator:Computing distribution
DEBUG:Distributor:Distribution() uniform min_mu: 3 max_sigma: 10 num_traces: 10 custom_prob: None
DEBUG:Distributor:Uniform() probabilities: [Fraction(1, 8), Fraction(1, 8), Fraction(1, 8), Fraction(1, 8), Fraction(1, 8), Fraction(1, 8), Fraction(1, 8), Fraction(1, 8)]
DEBUG:Distributor:Custom_dist() min_mu:3 max_sigma:10 num_traces:10
DEBUG:Distributor:Probabilities sum 1
DEBUG:Distributor:Distribution result: [ 3 6 7 4 10 8 3 8 8 8]
INFO:ASP generator:Distribution result Counter({8: 4, 3: 2, 6: 1, 7: 1, 4: 1, 10: 1})
INFO:ASP generator:Computing distribution
DEBUG:ASP generator:Generating traces
DEBUG:ASP generator:Translate declare model to ASP
DEBUG:ASP generator:Declare model translated to ASP. Total Facts 13
DEBUG:ASP generator:ASP encoding generated
DEBUG:ASP generator:Start generating traces: Counter({8: 4, 3: 2, 6: 1, 7: 1, 4: 1, 10: 1})
DEBUG:ASP generator: Total trace to generate and events: Traces:2, Events: 3, RandFrequency: 0.9
DEBUG:ASP generator: Generating trace:1/2 with events:3)
DEBUG:ASP generator: Initializing clingo trace(1/2) with length:3), Seed 1850605308
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_3,1), assigned_value(attr_name_1,attr_value_26,1), assigned_value(attr_name_2,22,1), assigned_value(attr_name_3,attr_value_147,1), assigned_value(attr_name_4,attr_value_147,1), assigned_value(attr_name_5,attr_value_148,1), assigned_value(attr_name_6,attr_value_147,1), assigned_value(attr_name_7,attr_value_148,1), assigned_value(attr_name_8,attr_value_147,1), assigned_value(attr_name_9,attr_value_148,1), assigned_value(attr_name_10,attr_value_148,1), assigned_value(attr_name_11,attr_value_148,1), assigned_value(attr_name_12,attr_value_147,1), assigned_value(attr_name_13,attr_value_148,1), assigned_value(attr_name_14,attr_value_147,1), assigned_value(attr_name_15,attr_value_148,1), assigned_value(attr_name_16,attr_value_148,1), assigned_value(attr_name_17,attr_value_148,1), assigned_value(attr_name_18,attr_value_147,1), assigned_value(attr_name_19,attr_value_148,1), assigned_value(attr_name_20,attr_value_147,1), assigned_value(attr_name_21,attr_value_147,1), assigned_value(attr_name_22,attr_value_148,1), assigned_value(attr_name_23,attr_value_147,1), assigned_value(attr_name_24,attr_value_148,1), assigned_value(attr_name_0,attr_value_9,2), assigned_value(attr_name_1,attr_value_26,2), assigned_value(attr_name_2,21,2), assigned_value(attr_name_0,attr_value_9,3), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_11,3)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Generating trace:2/2 with events:3)
DEBUG:ASP generator: Initializing clingo trace(2/2) with length:3), Seed 1331685326
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_9,1), assigned_value(attr_name_1,attr_value_27,1), assigned_value(attr_name_2,20,1), assigned_value(attr_name_3,attr_value_147,1), assigned_value(attr_name_4,attr_value_147,1), assigned_value(attr_name_5,attr_value_148,1), assigned_value(attr_name_6,attr_value_148,1), assigned_value(attr_name_7,attr_value_148,1), assigned_value(attr_name_8,attr_value_147,1), assigned_value(attr_name_9,attr_value_147,1), assigned_value(attr_name_10,attr_value_147,1), assigned_value(attr_name_11,attr_value_148,1), assigned_value(attr_name_12,attr_value_147,1), assigned_value(attr_name_13,attr_value_148,1), assigned_value(attr_name_14,attr_value_148,1), assigned_value(attr_name_15,attr_value_147,1), assigned_value(attr_name_16,attr_value_148,1), assigned_value(attr_name_17,attr_value_147,1), assigned_value(attr_name_18,attr_value_148,1), assigned_value(attr_name_19,attr_value_147,1), assigned_value(attr_name_20,attr_value_148,1), assigned_value(attr_name_21,attr_value_148,1), assigned_value(attr_name_22,attr_value_148,1), assigned_value(attr_name_23,attr_value_147,1), assigned_value(attr_name_24,attr_value_148,1), assigned_value(attr_name_0,attr_value_6,2), assigned_value(attr_name_1,attr_value_30,2), assigned_value(attr_name_2,20,2), assigned_value(attr_name_0,attr_value_2,3), assigned_value(attr_name_1,attr_value_26,3), assigned_value(attr_name_2,20,3), assigned_value(evt_val_3,2,3), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_3,3)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Total trace to generate and events: Traces:1, Events: 6, RandFrequency: 0.9
DEBUG:ASP generator: Generating trace:1/1 with events:6)
DEBUG:ASP generator: Initializing clingo trace(1/1) with length:6), Seed 809264715
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_1,1), assigned_value(attr_name_0,attr_value_9,2), assigned_value(attr_name_0,attr_value_9,3), assigned_value(attr_name_0,attr_value_0,4), assigned_value(attr_name_0,attr_value_9,5), assigned_value(attr_name_0,attr_value_1,6), assigned_value(attr_name_1,attr_value_27,1), assigned_value(attr_name_1,attr_value_2,2), assigned_value(attr_name_1,attr_value_26,3), assigned_value(attr_name_1,attr_value_30,6), assigned_value(attr_name_2,20,1), assigned_value(attr_name_2,20,2), assigned_value(attr_name_2,21,3), assigned_value(attr_name_2,22,6), assigned_value(attr_name_3,attr_value_148,1), assigned_value(attr_name_4,attr_value_148,1), assigned_value(attr_name_5,attr_value_148,1), assigned_value(attr_name_6,attr_value_147,1), assigned_value(attr_name_7,attr_value_147,1), assigned_value(attr_name_8,attr_value_148,1), assigned_value(attr_name_9,attr_value_148,1), assigned_value(attr_name_10,attr_value_148,1), assigned_value(attr_name_11,attr_value_147,1), assigned_value(attr_name_12,attr_value_147,1), assigned_value(attr_name_13,attr_value_148,1), assigned_value(attr_name_14,attr_value_148,1), assigned_value(attr_name_15,attr_value_147,1), assigned_value(attr_name_16,attr_value_148,1), assigned_value(attr_name_17,attr_value_148,1), assigned_value(attr_name_18,attr_value_147,1), assigned_value(attr_name_19,attr_value_148,1), assigned_value(attr_name_20,attr_value_147,1), assigned_value(attr_name_21,attr_value_147,1), assigned_value(attr_name_22,attr_value_148,1), assigned_value(attr_name_23,attr_value_147,1), assigned_value(attr_name_24,attr_value_147,1), assigned_value(evt_val_3,2715,3), assigned_value(evt_val_3,2,6), assigned_value(evt_val_5,2,4), assigned_value(evt_val_5,2,5), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_3,3), trace(evt_val_5,4), trace(evt_val_5,5), trace(evt_val_3,6)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Total trace to generate and events: Traces:1, Events: 7, RandFrequency: 0.9
DEBUG:ASP generator: Generating trace:1/1 with events:7)
DEBUG:ASP generator: Initializing clingo trace(1/1) with length:7), Seed 2846688113
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_9,1), assigned_value(attr_name_0,attr_value_0,2), assigned_value(attr_name_0,attr_value_9,3), assigned_value(attr_name_0,attr_value_9,4), assigned_value(attr_name_0,attr_value_0,5), assigned_value(attr_name_0,attr_value_0,6), assigned_value(attr_name_0,attr_value_9,7), assigned_value(attr_name_1,attr_value_26,1), assigned_value(attr_name_1,attr_value_26,2), assigned_value(attr_name_1,attr_value_26,3), assigned_value(attr_name_1,attr_value_28,5), assigned_value(attr_name_1,attr_value_30,6), assigned_value(attr_name_1,attr_value_26,7), assigned_value(attr_name_2,20,1), assigned_value(attr_name_2,21,2), assigned_value(attr_name_2,21,3), assigned_value(attr_name_2,21,5), assigned_value(attr_name_2,21,6), assigned_value(attr_name_2,24,7), assigned_value(attr_name_3,attr_value_148,1), assigned_value(attr_name_4,attr_value_148,1), assigned_value(attr_name_5,attr_value_147,1), assigned_value(attr_name_6,attr_value_148,1), assigned_value(attr_name_7,attr_value_148,1), assigned_value(attr_name_8,attr_value_147,1), assigned_value(attr_name_9,attr_value_148,1), assigned_value(attr_name_10,attr_value_147,1), assigned_value(attr_name_11,attr_value_148,1), assigned_value(attr_name_12,attr_value_147,1), assigned_value(attr_name_13,attr_value_148,1), assigned_value(attr_name_14,attr_value_148,1), assigned_value(attr_name_15,attr_value_147,1), assigned_value(attr_name_16,attr_value_148,1), assigned_value(attr_name_17,attr_value_148,1), assigned_value(attr_name_18,attr_value_148,1), assigned_value(attr_name_19,attr_value_148,1), assigned_value(attr_name_20,attr_value_147,1), assigned_value(attr_name_21,attr_value_148,1), assigned_value(attr_name_22,attr_value_148,1), assigned_value(attr_name_23,attr_value_147,1), assigned_value(attr_name_24,attr_value_148,1), assigned_value(evt_val_3,54,3), assigned_value(evt_val_3,3599,5), assigned_value(evt_val_3,875,6), assigned_value(evt_val_3,2,7), assigned_value(evt_val_5,3,4), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_3,3), trace(evt_val_5,4), trace(evt_val_3,5), trace(evt_val_3,6), trace(evt_val_3,7)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Total trace to generate and events: Traces:1, Events: 4, RandFrequency: 0.9
DEBUG:ASP generator: Generating trace:1/1 with events:4)
DEBUG:ASP generator: Initializing clingo trace(1/1) with length:4), Seed 2689150971
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_9,1), assigned_value(attr_name_0,attr_value_9,2), assigned_value(attr_name_0,attr_value_0,3), assigned_value(attr_name_0,attr_value_1,4), assigned_value(attr_name_1,attr_value_26,1), assigned_value(attr_name_1,attr_value_26,2), assigned_value(attr_name_1,attr_value_27,3), assigned_value(attr_name_1,attr_value_26,4), assigned_value(attr_name_2,23,1), assigned_value(attr_name_2,22,2), assigned_value(attr_name_2,20,3), assigned_value(attr_name_2,20,4), assigned_value(attr_name_3,attr_value_147,1), assigned_value(attr_name_4,attr_value_147,1), assigned_value(attr_name_5,attr_value_148,1), assigned_value(attr_name_6,attr_value_147,1), assigned_value(attr_name_7,attr_value_148,1), assigned_value(attr_name_8,attr_value_148,1), assigned_value(attr_name_9,attr_value_147,1), assigned_value(attr_name_10,attr_value_147,1), assigned_value(attr_name_11,attr_value_148,1), assigned_value(attr_name_12,attr_value_147,1), assigned_value(attr_name_13,attr_value_147,1), assigned_value(attr_name_14,attr_value_148,1), assigned_value(attr_name_15,attr_value_148,1), assigned_value(attr_name_16,attr_value_147,1), assigned_value(attr_name_17,attr_value_147,1), assigned_value(attr_name_18,attr_value_147,1), assigned_value(attr_name_19,attr_value_148,1), assigned_value(attr_name_20,attr_value_148,1), assigned_value(attr_name_21,attr_value_147,1), assigned_value(attr_name_22,attr_value_147,1), assigned_value(attr_name_23,attr_value_148,1), assigned_value(attr_name_24,attr_value_147,1), assigned_value(evt_val_4,831,3), assigned_value(evt_val_4,3795,4), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_4,3), trace(evt_val_4,4)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Total trace to generate and events: Traces:1, Events: 10, RandFrequency: 0.9
DEBUG:ASP generator: Generating trace:1/1 with events:10)
DEBUG:ASP generator: Initializing clingo trace(1/1) with length:10), Seed 327865967
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_0,1), assigned_value(attr_name_0,attr_value_9,2), assigned_value(attr_name_0,attr_value_0,3), assigned_value(attr_name_0,attr_value_0,4), assigned_value(attr_name_0,attr_value_9,5), assigned_value(attr_name_0,attr_value_1,6), assigned_value(attr_name_0,attr_value_9,7), assigned_value(attr_name_0,attr_value_1,8), assigned_value(attr_name_0,attr_value_1,9), assigned_value(attr_name_0,attr_value_0,10), assigned_value(attr_name_1,attr_value_31,1), assigned_value(attr_name_1,attr_value_26,2), assigned_value(attr_name_1,attr_value_27,3), assigned_value(attr_name_1,attr_value_27,4), assigned_value(attr_name_1,attr_value_26,5), assigned_value(attr_name_1,attr_value_27,6), assigned_value(attr_name_1,attr_value_26,7), assigned_value(attr_name_1,attr_value_26,8), assigned_value(attr_name_1,attr_value_27,9), assigned_value(attr_name_1,attr_value_27,10), assigned_value(attr_name_2,20,1), assigned_value(attr_name_2,20,2), assigned_value(attr_name_2,20,3), assigned_value(attr_name_2,20,4), assigned_value(attr_name_2,20,5), assigned_value(attr_name_2,20,6), assigned_value(attr_name_2,20,7), assigned_value(attr_name_2,20,8), assigned_value(attr_name_2,20,9), assigned_value(attr_name_2,25,10), assigned_value(attr_name_3,attr_value_148,1), assigned_value(attr_name_4,attr_value_148,1), assigned_value(attr_name_5,attr_value_148,1), assigned_value(attr_name_6,attr_value_147,1), assigned_value(attr_name_7,attr_value_147,1), assigned_value(attr_name_8,attr_value_148,1), assigned_value(attr_name_9,attr_value_148,1), assigned_value(attr_name_10,attr_value_148,1), assigned_value(attr_name_11,attr_value_148,1), assigned_value(attr_name_12,attr_value_148,1), assigned_value(attr_name_13,attr_value_147,1), assigned_value(attr_name_14,attr_value_147,1), assigned_value(attr_name_15,attr_value_147,1), assigned_value(attr_name_16,attr_value_148,1), assigned_value(attr_name_17,attr_value_147,1), assigned_value(attr_name_18,attr_value_147,1), assigned_value(attr_name_19,attr_value_147,1), assigned_value(attr_name_20,attr_value_148,1), assigned_value(attr_name_21,attr_value_148,1), assigned_value(attr_name_22,attr_value_148,1), assigned_value(attr_name_23,attr_value_148,1), assigned_value(attr_name_24,attr_value_148,1), assigned_value(evt_val_3,548,3), assigned_value(evt_val_3,1854,5), assigned_value(evt_val_3,2,6), assigned_value(evt_val_3,1877,7), assigned_value(evt_val_4,51,4), assigned_value(evt_val_4,966,8), assigned_value(evt_val_4,50,9), assigned_value(evt_val_4,50,10), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_3,3), trace(evt_val_4,4), trace(evt_val_3,5), trace(evt_val_3,6), trace(evt_val_3,7), trace(evt_val_4,8), trace(evt_val_4,9), trace(evt_val_4,10)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Total trace to generate and events: Traces:4, Events: 8, RandFrequency: 0.9
DEBUG:ASP generator: Generating trace:1/4 with events:8)
DEBUG:ASP generator: Initializing clingo trace(1/4) with length:8), Seed 3247657633
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_9,1), assigned_value(attr_name_0,attr_value_9,2), assigned_value(attr_name_0,attr_value_1,3), assigned_value(attr_name_0,attr_value_9,4), assigned_value(attr_name_0,attr_value_1,5), assigned_value(attr_name_0,attr_value_0,6), assigned_value(attr_name_0,attr_value_0,7), assigned_value(attr_name_0,attr_value_0,8), assigned_value(attr_name_1,attr_value_26,1), assigned_value(attr_name_1,attr_value_26,2), assigned_value(attr_name_1,attr_value_27,3), assigned_value(attr_name_1,attr_value_26,4), assigned_value(attr_name_1,attr_value_26,5), assigned_value(attr_name_1,attr_value_26,6), assigned_value(attr_name_1,attr_value_27,7), assigned_value(attr_name_1,attr_value_29,8), assigned_value(attr_name_2,26,1), assigned_value(attr_name_2,22,2), assigned_value(attr_name_2,20,3), assigned_value(attr_name_2,20,4), assigned_value(attr_name_2,20,5), assigned_value(attr_name_2,22,6), assigned_value(attr_name_2,20,7), assigned_value(attr_name_2,24,8), assigned_value(attr_name_3,attr_value_147,1), assigned_value(attr_name_4,attr_value_147,1), assigned_value(attr_name_5,attr_value_148,1), assigned_value(attr_name_6,attr_value_147,1), assigned_value(attr_name_7,attr_value_148,1), assigned_value(attr_name_8,attr_value_148,1), assigned_value(attr_name_9,attr_value_148,1), assigned_value(attr_name_10,attr_value_147,1), assigned_value(attr_name_11,attr_value_147,1), assigned_value(attr_name_12,attr_value_147,1), assigned_value(attr_name_13,attr_value_148,1), assigned_value(attr_name_14,attr_value_147,1), assigned_value(attr_name_15,attr_value_148,1), assigned_value(attr_name_16,attr_value_148,1), assigned_value(attr_name_17,attr_value_148,1), assigned_value(attr_name_18,attr_value_148,1), assigned_value(attr_name_19,attr_value_148,1), assigned_value(attr_name_20,attr_value_148,1), assigned_value(attr_name_21,attr_value_148,1), assigned_value(attr_name_22,attr_value_148,1), assigned_value(attr_name_23,attr_value_147,1), assigned_value(attr_name_24,attr_value_147,1), assigned_value(evt_val_3,2624,4), assigned_value(evt_val_3,3,5), assigned_value(evt_val_3,311,6), assigned_value(evt_val_3,2,7), assigned_value(evt_val_4,4901,3), assigned_value(evt_val_4,4396,8), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_4,3), trace(evt_val_3,4), trace(evt_val_3,5), trace(evt_val_3,6), trace(evt_val_3,7), trace(evt_val_4,8)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Generating trace:2/4 with events:8)
DEBUG:ASP generator: Initializing clingo trace(2/4) with length:8), Seed 3427783313
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_3,1), assigned_value(attr_name_0,attr_value_2,2), assigned_value(attr_name_0,attr_value_0,3), assigned_value(attr_name_0,attr_value_5,4), assigned_value(attr_name_0,attr_value_1,5), assigned_value(attr_name_0,attr_value_0,6), assigned_value(attr_name_0,attr_value_1,7), assigned_value(attr_name_0,attr_value_2,8), assigned_value(attr_name_1,attr_value_28,1), assigned_value(attr_name_1,attr_value_26,2), assigned_value(attr_name_1,attr_value_26,3), assigned_value(attr_name_1,attr_value_26,4), assigned_value(attr_name_1,attr_value_32,5), assigned_value(attr_name_1,attr_value_26,7), assigned_value(attr_name_1,attr_value_30,8), assigned_value(attr_name_2,21,1), assigned_value(attr_name_2,22,2), assigned_value(attr_name_2,20,3), assigned_value(attr_name_2,22,4), assigned_value(attr_name_2,20,5), assigned_value(attr_name_2,20,7), assigned_value(attr_name_2,22,8), assigned_value(attr_name_3,attr_value_147,1), assigned_value(attr_name_4,attr_value_147,1), assigned_value(attr_name_5,attr_value_147,1), assigned_value(attr_name_6,attr_value_147,1), assigned_value(attr_name_7,attr_value_148,1), assigned_value(attr_name_8,attr_value_148,1), assigned_value(attr_name_9,attr_value_148,1), assigned_value(attr_name_10,attr_value_147,1), assigned_value(attr_name_11,attr_value_148,1), assigned_value(attr_name_12,attr_value_148,1), assigned_value(attr_name_13,attr_value_147,1), assigned_value(attr_name_14,attr_value_148,1), assigned_value(attr_name_15,attr_value_148,1), assigned_value(attr_name_16,attr_value_148,1), assigned_value(attr_name_17,attr_value_148,1), assigned_value(attr_name_18,attr_value_148,1), assigned_value(attr_name_19,attr_value_148,1), assigned_value(attr_name_20,attr_value_147,1), assigned_value(attr_name_21,attr_value_148,1), assigned_value(attr_name_22,attr_value_147,1), assigned_value(attr_name_23,attr_value_148,1), assigned_value(attr_name_24,attr_value_148,1), assigned_value(evt_val_3,2726,7), assigned_value(evt_val_4,50,3), assigned_value(evt_val_4,3629,4), assigned_value(evt_val_4,4598,5), assigned_value(evt_val_4,946,8), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_4,3), trace(evt_val_4,4), trace(evt_val_4,5), trace(evt_val_10,6), trace(evt_val_3,7), trace(evt_val_4,8)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Generating trace:3/4 with events:8)
DEBUG:ASP generator: Initializing clingo trace(3/4) with length:8), Seed 3784098173
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_2,1), assigned_value(attr_name_0,attr_value_9,2), assigned_value(attr_name_0,attr_value_0,3), assigned_value(attr_name_0,attr_value_0,4), assigned_value(attr_name_0,attr_value_0,5), assigned_value(attr_name_0,attr_value_9,6), assigned_value(attr_name_0,attr_value_0,7), assigned_value(attr_name_0,attr_value_1,8), assigned_value(attr_name_1,attr_value_28,1), assigned_value(attr_name_1,attr_value_26,2), assigned_value(attr_name_1,attr_value_26,3), assigned_value(attr_name_1,attr_value_26,4), assigned_value(attr_name_1,attr_value_27,5), assigned_value(attr_name_1,attr_value_26,6), assigned_value(attr_name_1,attr_value_28,8), assigned_value(attr_name_2,23,1), assigned_value(attr_name_2,25,2), assigned_value(attr_name_2,20,3), assigned_value(attr_name_2,21,4), assigned_value(attr_name_2,20,5), assigned_value(attr_name_2,21,6), assigned_value(attr_name_2,20,8), assigned_value(attr_name_3,attr_value_148,1), assigned_value(attr_name_4,attr_value_147,1), assigned_value(attr_name_5,attr_value_147,1), assigned_value(attr_name_6,attr_value_147,1), assigned_value(attr_name_7,attr_value_147,1), assigned_value(attr_name_8,attr_value_148,1), assigned_value(attr_name_9,attr_value_148,1), assigned_value(attr_name_10,attr_value_147,1), assigned_value(attr_name_11,attr_value_148,1), assigned_value(attr_name_12,attr_value_148,1), assigned_value(attr_name_13,attr_value_147,1), assigned_value(attr_name_14,attr_value_148,1), assigned_value(attr_name_15,attr_value_147,1), assigned_value(attr_name_16,attr_value_147,1), assigned_value(attr_name_17,attr_value_148,1), assigned_value(attr_name_18,attr_value_147,1), assigned_value(attr_name_19,attr_value_148,1), assigned_value(attr_name_20,attr_value_147,1), assigned_value(attr_name_21,attr_value_147,1), assigned_value(attr_name_22,attr_value_148,1), assigned_value(attr_name_23,attr_value_147,1), assigned_value(attr_name_24,attr_value_147,1), assigned_value(evt_val_3,2,6), assigned_value(evt_val_4,1521,3), assigned_value(evt_val_4,5676,4), assigned_value(evt_val_4,104,5), assigned_value(evt_val_4,50,8), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_4,3), trace(evt_val_4,4), trace(evt_val_4,5), trace(evt_val_3,6), trace(evt_val_11,7), trace(evt_val_4,8)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Generating trace:4/4 with events:8)
DEBUG:ASP generator: Initializing clingo trace(4/4) with length:8), Seed 1921505603
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_9,1), assigned_value(attr_name_0,attr_value_2,2), assigned_value(attr_name_0,attr_value_0,3), assigned_value(attr_name_0,attr_value_9,4), assigned_value(attr_name_0,attr_value_3,5), assigned_value(attr_name_0,attr_value_9,6), assigned_value(attr_name_0,attr_value_1,7), assigned_value(attr_name_0,attr_value_0,8), assigned_value(attr_name_1,attr_value_27,1), assigned_value(attr_name_1,attr_value_26,2), assigned_value(attr_name_1,attr_value_31,3), assigned_value(attr_name_1,attr_value_26,4), assigned_value(attr_name_1,attr_value_29,5), assigned_value(attr_name_1,attr_value_26,6), assigned_value(attr_name_1,attr_value_26,7), assigned_value(attr_name_1,attr_value_26,8), assigned_value(attr_name_2,20,1), assigned_value(attr_name_2,20,2), assigned_value(attr_name_2,20,3), assigned_value(attr_name_2,25,4), assigned_value(attr_name_2,20,5), assigned_value(attr_name_2,24,6), assigned_value(attr_name_2,20,7), assigned_value(attr_name_2,20,8), assigned_value(attr_name_3,attr_value_148,1), assigned_value(attr_name_4,attr_value_148,1), assigned_value(attr_name_5,attr_value_147,1), assigned_value(attr_name_6,attr_value_147,1), assigned_value(attr_name_7,attr_value_148,1), assigned_value(attr_name_8,attr_value_148,1), assigned_value(attr_name_9,attr_value_148,1), assigned_value(attr_name_10,attr_value_147,1), assigned_value(attr_name_11,attr_value_147,1), assigned_value(attr_name_12,attr_value_147,1), assigned_value(attr_name_13,attr_value_147,1), assigned_value(attr_name_14,attr_value_147,1), assigned_value(attr_name_15,attr_value_148,1), assigned_value(attr_name_16,attr_value_147,1), assigned_value(attr_name_17,attr_value_148,1), assigned_value(attr_name_18,attr_value_147,1), assigned_value(attr_name_19,attr_value_147,1), assigned_value(attr_name_20,attr_value_148,1), assigned_value(attr_name_21,attr_value_148,1), assigned_value(attr_name_22,attr_value_148,1), assigned_value(attr_name_23,attr_value_148,1), assigned_value(attr_name_24,attr_value_148,1), assigned_value(evt_val_3,3749,3), assigned_value(evt_val_3,2,4), assigned_value(evt_val_3,2,6), assigned_value(evt_val_4,874,5), assigned_value(evt_val_4,2998,7), assigned_value(evt_val_4,52,8), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_3,3), trace(evt_val_3,4), trace(evt_val_4,5), trace(evt_val_3,6), trace(evt_val_4,7), trace(evt_val_4,8)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator:Traces generated. Positive: 10 Neg: 0. Parsing Trace results.
DEBUG:ASP generator:Trace results parsed
DEBUG:ASP generator:Generating Pm4py log
DEBUG:ASP generator:Pm4py generated but not saved yet
[5]:
asp_gen.to_xes(f'{model_name}.xes')
Logs can be generated with some purposes according to the needs of Process Mining algorithms. DECLARE4Py implements four useful purposes that can be set with the following methods of the AspGenerator class.
1. Setting up the Length Distribution of the Cases¶
Users can specify a probability distribution over the lengths of the generated traces. The method set_distribution takes as parameter the distributor_type. By setting this parameter with the uniform value, a uniform distribution in [num_min_events, num_max_events] is chosen.
[6]:
asp_gen.set_distribution(distributor_type="uniform")
asp_gen.run()
asp_gen.to_xes(f'{model_name}.xes')
DEBUG:ASP generator:Using custom traces length
INFO:ASP generator:Computing distribution
DEBUG:Distributor:Distribution() uniform min_mu: 3 max_sigma: 10 num_traces: 10 custom_prob: None
DEBUG:Distributor:Uniform() probabilities: [Fraction(1, 8), Fraction(1, 8), Fraction(1, 8), Fraction(1, 8), Fraction(1, 8), Fraction(1, 8), Fraction(1, 8), Fraction(1, 8)]
DEBUG:Distributor:Custom_dist() min_mu:3 max_sigma:10 num_traces:10
DEBUG:Distributor:Probabilities sum 1
DEBUG:Distributor:Distribution result: [3 7 8 7 8 7 9 5 9 6]
INFO:ASP generator:Distribution result Counter({7: 3, 8: 2, 9: 2, 3: 1, 5: 1, 6: 1})
INFO:ASP generator:Computing distribution
DEBUG:ASP generator:Generating traces
DEBUG:ASP generator:Translate declare model to ASP
DEBUG:ASP generator:Declare model translated to ASP. Total Facts 13
DEBUG:ASP generator:ASP encoding generated
DEBUG:ASP generator:Start generating traces: Counter({7: 3, 8: 2, 9: 2, 3: 1, 5: 1, 6: 1})
DEBUG:ASP generator: Total trace to generate and events: Traces:1, Events: 3, RandFrequency: 0.9
DEBUG:ASP generator: Generating trace:1/1 with events:3)
DEBUG:ASP generator: Initializing clingo trace(1/1) with length:3), Seed 2096087065
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_0,1), assigned_value(attr_name_1,attr_value_26,1), assigned_value(attr_name_2,22,1), assigned_value(attr_name_3,attr_value_148,1), assigned_value(attr_name_4,attr_value_148,1), assigned_value(attr_name_5,attr_value_147,1), assigned_value(attr_name_6,attr_value_148,1), assigned_value(attr_name_7,attr_value_148,1), assigned_value(attr_name_8,attr_value_148,1), assigned_value(attr_name_9,attr_value_148,1), assigned_value(attr_name_10,attr_value_147,1), assigned_value(attr_name_11,attr_value_147,1), assigned_value(attr_name_12,attr_value_147,1), assigned_value(attr_name_13,attr_value_147,1), assigned_value(attr_name_14,attr_value_148,1), assigned_value(attr_name_15,attr_value_147,1), assigned_value(attr_name_16,attr_value_147,1), assigned_value(attr_name_17,attr_value_147,1), assigned_value(attr_name_18,attr_value_147,1), assigned_value(attr_name_19,attr_value_148,1), assigned_value(attr_name_20,attr_value_147,1), assigned_value(attr_name_21,attr_value_148,1), assigned_value(attr_name_22,attr_value_148,1), assigned_value(attr_name_23,attr_value_148,1), assigned_value(attr_name_24,attr_value_147,1), assigned_value(attr_name_0,attr_value_9,2), assigned_value(attr_name_1,attr_value_27,2), assigned_value(attr_name_2,22,2), assigned_value(attr_name_0,attr_value_1,3), assigned_value(attr_name_1,attr_value_27,3), assigned_value(attr_name_2,22,3), assigned_value(evt_val_3,1523,3), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_3,3)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Total trace to generate and events: Traces:3, Events: 7, RandFrequency: 0.9
DEBUG:ASP generator: Generating trace:1/3 with events:7)
DEBUG:ASP generator: Initializing clingo trace(1/3) with length:7), Seed 1078925404
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_9,1), assigned_value(attr_name_0,attr_value_9,2), assigned_value(attr_name_0,attr_value_0,3), assigned_value(attr_name_0,attr_value_0,4), assigned_value(attr_name_0,attr_value_9,5), assigned_value(attr_name_0,attr_value_9,6), assigned_value(attr_name_0,attr_value_9,7), assigned_value(attr_name_1,attr_value_27,1), assigned_value(attr_name_1,attr_value_27,2), assigned_value(attr_name_1,attr_value_28,3), assigned_value(attr_name_1,attr_value_26,4), assigned_value(attr_name_1,attr_value_26,5), assigned_value(attr_name_1,attr_value_26,6), assigned_value(attr_name_1,attr_value_26,7), assigned_value(attr_name_2,21,1), assigned_value(attr_name_2,20,2), assigned_value(attr_name_2,21,3), assigned_value(attr_name_2,23,4), assigned_value(attr_name_2,20,5), assigned_value(attr_name_2,20,6), assigned_value(attr_name_2,21,7), assigned_value(attr_name_3,attr_value_148,1), assigned_value(attr_name_4,attr_value_148,1), assigned_value(attr_name_5,attr_value_148,1), assigned_value(attr_name_6,attr_value_148,1), assigned_value(attr_name_7,attr_value_148,1), assigned_value(attr_name_8,attr_value_147,1), assigned_value(attr_name_9,attr_value_147,1), assigned_value(attr_name_10,attr_value_147,1), assigned_value(attr_name_11,attr_value_147,1), assigned_value(attr_name_12,attr_value_148,1), assigned_value(attr_name_13,attr_value_148,1), assigned_value(attr_name_14,attr_value_148,1), assigned_value(attr_name_15,attr_value_147,1), assigned_value(attr_name_16,attr_value_147,1), assigned_value(attr_name_17,attr_value_147,1), assigned_value(attr_name_18,attr_value_148,1), assigned_value(attr_name_19,attr_value_147,1), assigned_value(attr_name_20,attr_value_147,1), assigned_value(attr_name_21,attr_value_147,1), assigned_value(attr_name_22,attr_value_147,1), assigned_value(attr_name_23,attr_value_147,1), assigned_value(attr_name_24,attr_value_147,1), assigned_value(evt_val_3,5,5), assigned_value(evt_val_3,2,6), assigned_value(evt_val_3,1463,7), assigned_value(evt_val_4,50,3), assigned_value(evt_val_4,1000,4), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_4,3), trace(evt_val_4,4), trace(evt_val_3,5), trace(evt_val_3,6), trace(evt_val_3,7)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Generating trace:2/3 with events:7)
DEBUG:ASP generator: Initializing clingo trace(2/3) with length:7), Seed 3692786666
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_9,1), assigned_value(attr_name_0,attr_value_9,2), assigned_value(attr_name_0,attr_value_0,3), assigned_value(attr_name_0,attr_value_0,4), assigned_value(attr_name_0,attr_value_9,5), assigned_value(attr_name_0,attr_value_9,6), assigned_value(attr_name_0,attr_value_9,7), assigned_value(attr_name_1,attr_value_26,1), assigned_value(attr_name_1,attr_value_28,2), assigned_value(attr_name_1,attr_value_27,3), assigned_value(attr_name_1,attr_value_26,4), assigned_value(attr_name_1,attr_value_27,5), assigned_value(attr_name_1,attr_value_26,6), assigned_value(attr_name_1,attr_value_26,7), assigned_value(attr_name_2,21,1), assigned_value(attr_name_2,21,2), assigned_value(attr_name_2,22,3), assigned_value(attr_name_2,20,4), assigned_value(attr_name_2,20,5), assigned_value(attr_name_2,20,6), assigned_value(attr_name_2,20,7), assigned_value(attr_name_3,attr_value_147,1), assigned_value(attr_name_4,attr_value_147,1), assigned_value(attr_name_5,attr_value_147,1), assigned_value(attr_name_6,attr_value_147,1), assigned_value(attr_name_7,attr_value_148,1), assigned_value(attr_name_8,attr_value_147,1), assigned_value(attr_name_9,attr_value_147,1), assigned_value(attr_name_10,attr_value_147,1), assigned_value(attr_name_11,attr_value_147,1), assigned_value(attr_name_12,attr_value_148,1), assigned_value(attr_name_13,attr_value_148,1), assigned_value(attr_name_14,attr_value_148,1), assigned_value(attr_name_15,attr_value_148,1), assigned_value(attr_name_16,attr_value_148,1), assigned_value(attr_name_17,attr_value_148,1), assigned_value(attr_name_18,attr_value_147,1), assigned_value(attr_name_19,attr_value_148,1), assigned_value(attr_name_20,attr_value_147,1), assigned_value(attr_name_21,attr_value_147,1), assigned_value(attr_name_22,attr_value_148,1), assigned_value(attr_name_23,attr_value_148,1), assigned_value(attr_name_24,attr_value_148,1), assigned_value(evt_val_3,2716,3), assigned_value(evt_val_3,2,4), assigned_value(evt_val_3,3232,5), assigned_value(evt_val_3,2,6), assigned_value(evt_val_3,2,7), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_3,3), trace(evt_val_3,4), trace(evt_val_3,5), trace(evt_val_3,6), trace(evt_val_3,7)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Generating trace:3/3 with events:7)
DEBUG:ASP generator: Initializing clingo trace(3/3) with length:7), Seed 289816968
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_2,1), assigned_value(attr_name_0,attr_value_1,2), assigned_value(attr_name_0,attr_value_0,3), assigned_value(attr_name_0,attr_value_0,4), assigned_value(attr_name_0,attr_value_9,5), assigned_value(attr_name_0,attr_value_1,6), assigned_value(attr_name_0,attr_value_9,7), assigned_value(attr_name_1,attr_value_26,1), assigned_value(attr_name_1,attr_value_27,2), assigned_value(attr_name_1,attr_value_28,3), assigned_value(attr_name_1,attr_value_26,4), assigned_value(attr_name_1,attr_value_27,5), assigned_value(attr_name_1,attr_value_27,6), assigned_value(attr_name_1,attr_value_26,7), assigned_value(attr_name_2,21,1), assigned_value(attr_name_2,20,2), assigned_value(attr_name_2,20,3), assigned_value(attr_name_2,21,4), assigned_value(attr_name_2,33,5), assigned_value(attr_name_2,23,6), assigned_value(attr_name_2,21,7), assigned_value(attr_name_3,attr_value_147,1), assigned_value(attr_name_4,attr_value_148,1), assigned_value(attr_name_5,attr_value_148,1), assigned_value(attr_name_6,attr_value_148,1), assigned_value(attr_name_7,attr_value_147,1), assigned_value(attr_name_8,attr_value_148,1), assigned_value(attr_name_9,attr_value_148,1), assigned_value(attr_name_10,attr_value_148,1), assigned_value(attr_name_11,attr_value_148,1), assigned_value(attr_name_12,attr_value_148,1), assigned_value(attr_name_13,attr_value_148,1), assigned_value(attr_name_14,attr_value_147,1), assigned_value(attr_name_15,attr_value_148,1), assigned_value(attr_name_16,attr_value_148,1), assigned_value(attr_name_17,attr_value_147,1), assigned_value(attr_name_18,attr_value_148,1), assigned_value(attr_name_19,attr_value_148,1), assigned_value(attr_name_20,attr_value_148,1), assigned_value(attr_name_21,attr_value_148,1), assigned_value(attr_name_22,attr_value_148,1), assigned_value(attr_name_23,attr_value_148,1), assigned_value(attr_name_24,attr_value_148,1), assigned_value(evt_val_3,3230,4), assigned_value(evt_val_3,1222,5), assigned_value(evt_val_3,809,7), assigned_value(evt_val_4,2720,3), assigned_value(evt_val_4,53,6), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_4,3), trace(evt_val_3,4), trace(evt_val_3,5), trace(evt_val_4,6), trace(evt_val_3,7)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Total trace to generate and events: Traces:2, Events: 8, RandFrequency: 0.9
DEBUG:ASP generator: Generating trace:1/2 with events:8)
DEBUG:ASP generator: Initializing clingo trace(1/2) with length:8), Seed 2528428328
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_0,1), assigned_value(attr_name_0,attr_value_9,2), assigned_value(attr_name_0,attr_value_2,3), assigned_value(attr_name_0,attr_value_0,4), assigned_value(attr_name_0,attr_value_1,5), assigned_value(attr_name_0,attr_value_0,6), assigned_value(attr_name_0,attr_value_1,7), assigned_value(attr_name_0,attr_value_1,8), assigned_value(attr_name_1,attr_value_27,1), assigned_value(attr_name_1,attr_value_27,2), assigned_value(attr_name_1,attr_value_26,3), assigned_value(attr_name_1,attr_value_26,4), assigned_value(attr_name_1,attr_value_28,5), assigned_value(attr_name_1,attr_value_26,6), assigned_value(attr_name_1,attr_value_28,7), assigned_value(attr_name_1,attr_value_26,8), assigned_value(attr_name_2,21,1), assigned_value(attr_name_2,20,2), assigned_value(attr_name_2,22,3), assigned_value(attr_name_2,21,4), assigned_value(attr_name_2,20,5), assigned_value(attr_name_2,22,6), assigned_value(attr_name_2,20,7), assigned_value(attr_name_2,22,8), assigned_value(attr_name_3,attr_value_148,1), assigned_value(attr_name_4,attr_value_148,1), assigned_value(attr_name_5,attr_value_148,1), assigned_value(attr_name_6,attr_value_148,1), assigned_value(attr_name_7,attr_value_147,1), assigned_value(attr_name_8,attr_value_147,1), assigned_value(attr_name_9,attr_value_148,1), assigned_value(attr_name_10,attr_value_147,1), assigned_value(attr_name_11,attr_value_147,1), assigned_value(attr_name_12,attr_value_147,1), assigned_value(attr_name_13,attr_value_148,1), assigned_value(attr_name_14,attr_value_148,1), assigned_value(attr_name_15,attr_value_147,1), assigned_value(attr_name_16,attr_value_147,1), assigned_value(attr_name_17,attr_value_148,1), assigned_value(attr_name_18,attr_value_147,1), assigned_value(attr_name_19,attr_value_147,1), assigned_value(attr_name_20,attr_value_147,1), assigned_value(attr_name_21,attr_value_148,1), assigned_value(attr_name_22,attr_value_148,1), assigned_value(attr_name_23,attr_value_147,1), assigned_value(attr_name_24,attr_value_148,1), assigned_value(evt_val_3,2738,3), assigned_value(evt_val_3,1962,8), assigned_value(evt_val_4,1953,4), assigned_value(evt_val_4,50,5), assigned_value(evt_val_4,3097,6), assigned_value(evt_val_4,1572,7), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_3,3), trace(evt_val_4,4), trace(evt_val_4,5), trace(evt_val_4,6), trace(evt_val_4,7), trace(evt_val_3,8)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Generating trace:2/2 with events:8)
DEBUG:ASP generator: Initializing clingo trace(2/2) with length:8), Seed 3344462430
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_9,1), assigned_value(attr_name_0,attr_value_9,2), assigned_value(attr_name_0,attr_value_0,3), assigned_value(attr_name_0,attr_value_0,4), assigned_value(attr_name_0,attr_value_9,5), assigned_value(attr_name_0,attr_value_9,6), assigned_value(attr_name_0,attr_value_0,7), assigned_value(attr_name_0,attr_value_1,8), assigned_value(attr_name_1,attr_value_26,1), assigned_value(attr_name_1,attr_value_27,2), assigned_value(attr_name_1,attr_value_26,3), assigned_value(attr_name_1,attr_value_27,4), assigned_value(attr_name_1,attr_value_30,6), assigned_value(attr_name_1,attr_value_27,7), assigned_value(attr_name_1,attr_value_26,8), assigned_value(attr_name_2,20,1), assigned_value(attr_name_2,21,2), assigned_value(attr_name_2,22,3), assigned_value(attr_name_2,20,4), assigned_value(attr_name_2,21,6), assigned_value(attr_name_2,20,7), assigned_value(attr_name_2,21,8), assigned_value(attr_name_3,attr_value_147,1), assigned_value(attr_name_4,attr_value_147,1), assigned_value(attr_name_5,attr_value_147,1), assigned_value(attr_name_6,attr_value_148,1), assigned_value(attr_name_7,attr_value_148,1), assigned_value(attr_name_8,attr_value_147,1), assigned_value(attr_name_9,attr_value_147,1), assigned_value(attr_name_10,attr_value_147,1), assigned_value(attr_name_11,attr_value_148,1), assigned_value(attr_name_12,attr_value_148,1), assigned_value(attr_name_13,attr_value_147,1), assigned_value(attr_name_14,attr_value_147,1), assigned_value(attr_name_15,attr_value_148,1), assigned_value(attr_name_16,attr_value_147,1), assigned_value(attr_name_17,attr_value_147,1), assigned_value(attr_name_18,attr_value_148,1), assigned_value(attr_name_19,attr_value_147,1), assigned_value(attr_name_20,attr_value_147,1), assigned_value(attr_name_21,attr_value_148,1), assigned_value(attr_name_22,attr_value_148,1), assigned_value(attr_name_23,attr_value_148,1), assigned_value(attr_name_24,attr_value_148,1), assigned_value(evt_val_3,2,3), assigned_value(evt_val_3,2,4), assigned_value(evt_val_3,408,6), assigned_value(evt_val_3,2,8), assigned_value(evt_val_4,51,7), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_3,3), trace(evt_val_3,4), trace(evt_val_12,5), trace(evt_val_3,6), trace(evt_val_4,7), trace(evt_val_3,8)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Total trace to generate and events: Traces:2, Events: 9, RandFrequency: 0.9
DEBUG:ASP generator: Generating trace:1/2 with events:9)
DEBUG:ASP generator: Initializing clingo trace(1/2) with length:9), Seed 3758764108
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_9,1), assigned_value(attr_name_0,attr_value_0,2), assigned_value(attr_name_0,attr_value_2,3), assigned_value(attr_name_0,attr_value_9,4), assigned_value(attr_name_0,attr_value_0,5), assigned_value(attr_name_0,attr_value_0,6), assigned_value(attr_name_0,attr_value_9,7), assigned_value(attr_name_0,attr_value_1,8), assigned_value(attr_name_0,attr_value_0,9), assigned_value(attr_name_1,attr_value_27,1), assigned_value(attr_name_1,attr_value_26,2), assigned_value(attr_name_1,attr_value_30,3), assigned_value(attr_name_1,attr_value_26,4), assigned_value(attr_name_1,attr_value_28,5), assigned_value(attr_name_1,attr_value_30,6), assigned_value(attr_name_1,attr_value_26,7), assigned_value(attr_name_1,attr_value_26,8), assigned_value(attr_name_1,attr_value_26,9), assigned_value(attr_name_2,21,1), assigned_value(attr_name_2,20,2), assigned_value(attr_name_2,22,3), assigned_value(attr_name_2,20,4), assigned_value(attr_name_2,20,5), assigned_value(attr_name_2,24,6), assigned_value(attr_name_2,25,7), assigned_value(attr_name_2,20,8), assigned_value(attr_name_2,21,9), assigned_value(attr_name_3,attr_value_147,1), assigned_value(attr_name_4,attr_value_147,1), assigned_value(attr_name_5,attr_value_147,1), assigned_value(attr_name_6,attr_value_148,1), assigned_value(attr_name_7,attr_value_148,1), assigned_value(attr_name_8,attr_value_148,1), assigned_value(attr_name_9,attr_value_148,1), assigned_value(attr_name_10,attr_value_147,1), assigned_value(attr_name_11,attr_value_147,1), assigned_value(attr_name_12,attr_value_147,1), assigned_value(attr_name_13,attr_value_148,1), assigned_value(attr_name_14,attr_value_147,1), assigned_value(attr_name_15,attr_value_148,1), assigned_value(attr_name_16,attr_value_147,1), assigned_value(attr_name_17,attr_value_147,1), assigned_value(attr_name_18,attr_value_147,1), assigned_value(attr_name_19,attr_value_148,1), assigned_value(attr_name_20,attr_value_147,1), assigned_value(attr_name_21,attr_value_147,1), assigned_value(attr_name_22,attr_value_147,1), assigned_value(attr_name_23,attr_value_147,1), assigned_value(attr_name_24,attr_value_148,1), assigned_value(evt_val_3,2989,4), assigned_value(evt_val_3,1517,6), assigned_value(evt_val_3,2,7), assigned_value(evt_val_4,51,3), assigned_value(evt_val_4,2810,5), assigned_value(evt_val_4,159,8), assigned_value(evt_val_4,1555,9), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_4,3), trace(evt_val_3,4), trace(evt_val_4,5), trace(evt_val_3,6), trace(evt_val_3,7), trace(evt_val_4,8), trace(evt_val_4,9)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Generating trace:2/2 with events:9)
DEBUG:ASP generator: Initializing clingo trace(2/2) with length:9), Seed 3726206981
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_4,1), assigned_value(attr_name_0,attr_value_9,2), assigned_value(attr_name_0,attr_value_1,3), assigned_value(attr_name_0,attr_value_9,4), assigned_value(attr_name_0,attr_value_2,5), assigned_value(attr_name_0,attr_value_1,6), assigned_value(attr_name_0,attr_value_9,7), assigned_value(attr_name_0,attr_value_2,8), assigned_value(attr_name_0,attr_value_9,9), assigned_value(attr_name_1,attr_value_26,1), assigned_value(attr_name_1,attr_value_26,2), assigned_value(attr_name_1,attr_value_28,3), assigned_value(attr_name_1,attr_value_27,5), assigned_value(attr_name_1,attr_value_26,6), assigned_value(attr_name_1,attr_value_27,7), assigned_value(attr_name_1,attr_value_27,8), assigned_value(attr_name_1,attr_value_26,9), assigned_value(attr_name_2,22,1), assigned_value(attr_name_2,23,2), assigned_value(attr_name_2,20,3), assigned_value(attr_name_2,23,5), assigned_value(attr_name_2,20,6), assigned_value(attr_name_2,20,7), assigned_value(attr_name_2,24,8), assigned_value(attr_name_2,20,9), assigned_value(attr_name_3,attr_value_148,1), assigned_value(attr_name_4,attr_value_148,1), assigned_value(attr_name_5,attr_value_148,1), assigned_value(attr_name_6,attr_value_147,1), assigned_value(attr_name_7,attr_value_147,1), assigned_value(attr_name_8,attr_value_147,1), assigned_value(attr_name_9,attr_value_147,1), assigned_value(attr_name_10,attr_value_148,1), assigned_value(attr_name_11,attr_value_148,1), assigned_value(attr_name_12,attr_value_147,1), assigned_value(attr_name_13,attr_value_148,1), assigned_value(attr_name_14,attr_value_148,1), assigned_value(attr_name_15,attr_value_147,1), assigned_value(attr_name_16,attr_value_148,1), assigned_value(attr_name_17,attr_value_148,1), assigned_value(attr_name_18,attr_value_147,1), assigned_value(attr_name_19,attr_value_148,1), assigned_value(attr_name_20,attr_value_147,1), assigned_value(attr_name_21,attr_value_148,1), assigned_value(attr_name_22,attr_value_148,1), assigned_value(attr_name_23,attr_value_148,1), assigned_value(attr_name_24,attr_value_147,1), assigned_value(evt_val_3,1211,3), assigned_value(evt_val_3,2428,6), assigned_value(evt_val_3,2012,7), assigned_value(evt_val_3,2,9), assigned_value(evt_val_4,51,5), assigned_value(evt_val_4,4178,8), assigned_value(evt_val_5,2,4), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_3,3), trace(evt_val_5,4), trace(evt_val_4,5), trace(evt_val_3,6), trace(evt_val_3,7), trace(evt_val_4,8), trace(evt_val_3,9)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Total trace to generate and events: Traces:1, Events: 5, RandFrequency: 0.9
DEBUG:ASP generator: Generating trace:1/1 with events:5)
DEBUG:ASP generator: Initializing clingo trace(1/1) with length:5), Seed 3601553946
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_0,1), assigned_value(attr_name_0,attr_value_9,2), assigned_value(attr_name_0,attr_value_0,3), assigned_value(attr_name_0,attr_value_9,4), assigned_value(attr_name_0,attr_value_0,5), assigned_value(attr_name_1,attr_value_26,1), assigned_value(attr_name_1,attr_value_26,2), assigned_value(attr_name_1,attr_value_29,3), assigned_value(attr_name_1,attr_value_26,4), assigned_value(attr_name_1,attr_value_28,5), assigned_value(attr_name_2,20,1), assigned_value(attr_name_2,21,2), assigned_value(attr_name_2,21,3), assigned_value(attr_name_2,69,4), assigned_value(attr_name_2,20,5), assigned_value(attr_name_3,attr_value_148,1), assigned_value(attr_name_4,attr_value_147,1), assigned_value(attr_name_5,attr_value_147,1), assigned_value(attr_name_6,attr_value_147,1), assigned_value(attr_name_7,attr_value_148,1), assigned_value(attr_name_8,attr_value_147,1), assigned_value(attr_name_9,attr_value_147,1), assigned_value(attr_name_10,attr_value_147,1), assigned_value(attr_name_11,attr_value_147,1), assigned_value(attr_name_12,attr_value_148,1), assigned_value(attr_name_13,attr_value_147,1), assigned_value(attr_name_14,attr_value_148,1), assigned_value(attr_name_15,attr_value_148,1), assigned_value(attr_name_16,attr_value_147,1), assigned_value(attr_name_17,attr_value_147,1), assigned_value(attr_name_18,attr_value_147,1), assigned_value(attr_name_19,attr_value_148,1), assigned_value(attr_name_20,attr_value_147,1), assigned_value(attr_name_21,attr_value_148,1), assigned_value(attr_name_22,attr_value_148,1), assigned_value(attr_name_23,attr_value_147,1), assigned_value(attr_name_24,attr_value_147,1), assigned_value(evt_val_3,2,4), assigned_value(evt_val_4,50,3), assigned_value(evt_val_4,50,5), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_4,3), trace(evt_val_3,4), trace(evt_val_4,5)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Total trace to generate and events: Traces:1, Events: 6, RandFrequency: 0.9
DEBUG:ASP generator: Generating trace:1/1 with events:6)
DEBUG:ASP generator: Initializing clingo trace(1/1) with length:6), Seed 569723013
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_1,1), assigned_value(attr_name_0,attr_value_9,2), assigned_value(attr_name_0,attr_value_1,3), assigned_value(attr_name_0,attr_value_1,4), assigned_value(attr_name_0,attr_value_10,5), assigned_value(attr_name_0,attr_value_0,6), assigned_value(attr_name_1,attr_value_26,1), assigned_value(attr_name_1,attr_value_27,2), assigned_value(attr_name_1,attr_value_27,3), assigned_value(attr_name_1,attr_value_26,5), assigned_value(attr_name_1,attr_value_26,6), assigned_value(attr_name_2,22,1), assigned_value(attr_name_2,22,2), assigned_value(attr_name_2,20,3), assigned_value(attr_name_2,20,5), assigned_value(attr_name_2,20,6), assigned_value(attr_name_3,attr_value_147,1), assigned_value(attr_name_4,attr_value_147,1), assigned_value(attr_name_5,attr_value_147,1), assigned_value(attr_name_6,attr_value_148,1), assigned_value(attr_name_7,attr_value_147,1), assigned_value(attr_name_8,attr_value_148,1), assigned_value(attr_name_9,attr_value_148,1), assigned_value(attr_name_10,attr_value_147,1), assigned_value(attr_name_11,attr_value_148,1), assigned_value(attr_name_12,attr_value_148,1), assigned_value(attr_name_13,attr_value_148,1), assigned_value(attr_name_14,attr_value_147,1), assigned_value(attr_name_15,attr_value_147,1), assigned_value(attr_name_16,attr_value_147,1), assigned_value(attr_name_17,attr_value_148,1), assigned_value(attr_name_18,attr_value_147,1), assigned_value(attr_name_19,attr_value_148,1), assigned_value(attr_name_20,attr_value_148,1), assigned_value(attr_name_21,attr_value_148,1), assigned_value(attr_name_22,attr_value_147,1), assigned_value(attr_name_23,attr_value_148,1), assigned_value(attr_name_24,attr_value_148,1), assigned_value(evt_val_3,3,5), assigned_value(evt_val_3,2,6), assigned_value(evt_val_4,50,3), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_4,3), trace(evt_val_10,4), trace(evt_val_3,5), trace(evt_val_3,6)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator:Traces generated. Positive: 10 Neg: 0. Parsing Trace results.
DEBUG:ASP generator:Trace results parsed
DEBUG:ASP generator:Generating Pm4py log
DEBUG:ASP generator:Pm4py generated but not saved yet
A gaussian distribution requires a location (the mean) and a scale (the variance)
[7]:
asp_gen.set_distribution(distributor_type="gaussian", loc=5, scale= 2)
asp_gen.run()
asp_gen.to_xes(f'{model_name}.xes')
DEBUG:ASP generator:Using custom traces length
INFO:ASP generator:Computing distribution
INFO:ASP generator:Computing gaussian distribution with mu=5 and sigma=2
DEBUG:Distributor:Distribution() gaussian min_mu: 5 max_sigma: 2 num_traces: 10 custom_prob: None
INFO:ASP generator:Gaussian distribution result Counter({5.0: 5, 3.0: 2, 6.0: 2})
INFO:ASP generator:Gaussian distribution after refinement {5.0: 5, 3.0: 2, 6.0: 2}
INFO:ASP generator:Distribution result {5.0: 5, 3.0: 2, 6.0: 2}
INFO:ASP generator:Computing distribution
DEBUG:ASP generator:Generating traces
DEBUG:ASP generator:Translate declare model to ASP
DEBUG:ASP generator:Declare model translated to ASP. Total Facts 13
DEBUG:ASP generator:ASP encoding generated
DEBUG:ASP generator:Start generating traces: {5.0: 5, 3.0: 2, 6.0: 2}
DEBUG:ASP generator: Total trace to generate and events: Traces:5, Events: 5.0, RandFrequency: 0.9
DEBUG:ASP generator: Generating trace:1/5 with events:5.0)
DEBUG:ASP generator: Initializing clingo trace(1/5) with length:5.0), Seed 82060329
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_0,1), assigned_value(attr_name_0,attr_value_9,2), assigned_value(attr_name_0,attr_value_3,3), assigned_value(attr_name_0,attr_value_1,4), assigned_value(attr_name_0,attr_value_9,5), assigned_value(attr_name_1,attr_value_27,1), assigned_value(attr_name_1,attr_value_26,2), assigned_value(attr_name_1,attr_value_28,3), assigned_value(attr_name_1,attr_value_27,4), assigned_value(attr_name_1,attr_value_26,5), assigned_value(attr_name_2,20,1), assigned_value(attr_name_2,21,2), assigned_value(attr_name_2,23,3), assigned_value(attr_name_2,20,4), assigned_value(attr_name_2,20,5), assigned_value(attr_name_3,attr_value_148,1), assigned_value(attr_name_4,attr_value_147,1), assigned_value(attr_name_5,attr_value_148,1), assigned_value(attr_name_6,attr_value_147,1), assigned_value(attr_name_7,attr_value_147,1), assigned_value(attr_name_8,attr_value_147,1), assigned_value(attr_name_9,attr_value_148,1), assigned_value(attr_name_10,attr_value_148,1), assigned_value(attr_name_11,attr_value_147,1), assigned_value(attr_name_12,attr_value_148,1), assigned_value(attr_name_13,attr_value_147,1), assigned_value(attr_name_14,attr_value_147,1), assigned_value(attr_name_15,attr_value_148,1), assigned_value(attr_name_16,attr_value_147,1), assigned_value(attr_name_17,attr_value_148,1), assigned_value(attr_name_18,attr_value_147,1), assigned_value(attr_name_19,attr_value_147,1), assigned_value(attr_name_20,attr_value_147,1), assigned_value(attr_name_21,attr_value_147,1), assigned_value(attr_name_22,attr_value_147,1), assigned_value(attr_name_23,attr_value_147,1), assigned_value(attr_name_24,attr_value_148,1), assigned_value(evt_val_3,3,5), assigned_value(evt_val_4,1768,3), assigned_value(evt_val_4,5060,4), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_4,3), trace(evt_val_4,4), trace(evt_val_3,5)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Generating trace:2/5 with events:5.0)
DEBUG:ASP generator: Initializing clingo trace(2/5) with length:5.0), Seed 1565908589
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_9,1), assigned_value(attr_name_0,attr_value_1,2), assigned_value(attr_name_0,attr_value_9,3), assigned_value(attr_name_0,attr_value_9,4), assigned_value(attr_name_0,attr_value_9,5), assigned_value(attr_name_1,attr_value_31,1), assigned_value(attr_name_1,attr_value_26,2), assigned_value(attr_name_1,attr_value_26,3), assigned_value(attr_name_1,attr_value_28,4), assigned_value(attr_name_1,attr_value_27,5), assigned_value(attr_name_2,22,1), assigned_value(attr_name_2,21,2), assigned_value(attr_name_2,21,3), assigned_value(attr_name_2,23,4), assigned_value(attr_name_2,20,5), assigned_value(attr_name_3,attr_value_147,1), assigned_value(attr_name_4,attr_value_148,1), assigned_value(attr_name_5,attr_value_147,1), assigned_value(attr_name_6,attr_value_148,1), assigned_value(attr_name_7,attr_value_147,1), assigned_value(attr_name_8,attr_value_148,1), assigned_value(attr_name_9,attr_value_147,1), assigned_value(attr_name_10,attr_value_148,1), assigned_value(attr_name_11,attr_value_147,1), assigned_value(attr_name_12,attr_value_148,1), assigned_value(attr_name_13,attr_value_147,1), assigned_value(attr_name_14,attr_value_147,1), assigned_value(attr_name_15,attr_value_147,1), assigned_value(attr_name_16,attr_value_147,1), assigned_value(attr_name_17,attr_value_148,1), assigned_value(attr_name_18,attr_value_148,1), assigned_value(attr_name_19,attr_value_148,1), assigned_value(attr_name_20,attr_value_147,1), assigned_value(attr_name_21,attr_value_148,1), assigned_value(attr_name_22,attr_value_148,1), assigned_value(attr_name_23,attr_value_147,1), assigned_value(attr_name_24,attr_value_148,1), assigned_value(evt_val_3,3760,4), assigned_value(evt_val_3,2539,5), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_8,3), trace(evt_val_3,4), trace(evt_val_3,5)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Generating trace:3/5 with events:5.0)
DEBUG:ASP generator: Initializing clingo trace(3/5) with length:5.0), Seed 648636817
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_9,1), assigned_value(attr_name_0,attr_value_0,2), assigned_value(attr_name_0,attr_value_9,3), assigned_value(attr_name_0,attr_value_1,4), assigned_value(attr_name_0,attr_value_0,5), assigned_value(attr_name_1,attr_value_30,1), assigned_value(attr_name_1,attr_value_27,2), assigned_value(attr_name_1,attr_value_28,3), assigned_value(attr_name_1,attr_value_26,4), assigned_value(attr_name_1,attr_value_26,5), assigned_value(attr_name_2,20,1), assigned_value(attr_name_2,20,2), assigned_value(attr_name_2,20,3), assigned_value(attr_name_2,21,4), assigned_value(attr_name_2,21,5), assigned_value(attr_name_3,attr_value_148,1), assigned_value(attr_name_4,attr_value_148,1), assigned_value(attr_name_5,attr_value_147,1), assigned_value(attr_name_6,attr_value_147,1), assigned_value(attr_name_7,attr_value_147,1), assigned_value(attr_name_8,attr_value_148,1), assigned_value(attr_name_9,attr_value_147,1), assigned_value(attr_name_10,attr_value_147,1), assigned_value(attr_name_11,attr_value_148,1), assigned_value(attr_name_12,attr_value_148,1), assigned_value(attr_name_13,attr_value_147,1), assigned_value(attr_name_14,attr_value_148,1), assigned_value(attr_name_15,attr_value_147,1), assigned_value(attr_name_16,attr_value_147,1), assigned_value(attr_name_17,attr_value_147,1), assigned_value(attr_name_18,attr_value_148,1), assigned_value(attr_name_19,attr_value_148,1), assigned_value(attr_name_20,attr_value_148,1), assigned_value(attr_name_21,attr_value_147,1), assigned_value(attr_name_22,attr_value_147,1), assigned_value(attr_name_23,attr_value_148,1), assigned_value(attr_name_24,attr_value_148,1), assigned_value(evt_val_3,1261,3), assigned_value(evt_val_4,355,4), assigned_value(evt_val_4,1418,5), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_3,3), trace(evt_val_4,4), trace(evt_val_4,5)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Generating trace:4/5 with events:5.0)
DEBUG:ASP generator: Initializing clingo trace(4/5) with length:5.0), Seed 4204141894
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_1,1), assigned_value(attr_name_0,attr_value_1,2), assigned_value(attr_name_0,attr_value_0,3), assigned_value(attr_name_0,attr_value_9,4), assigned_value(attr_name_0,attr_value_1,5), assigned_value(attr_name_1,attr_value_26,1), assigned_value(attr_name_1,attr_value_30,2), assigned_value(attr_name_1,attr_value_26,3), assigned_value(attr_name_1,attr_value_68,4), assigned_value(attr_name_1,attr_value_26,5), assigned_value(attr_name_2,21,1), assigned_value(attr_name_2,26,2), assigned_value(attr_name_2,20,3), assigned_value(attr_name_2,20,4), assigned_value(attr_name_2,20,5), assigned_value(attr_name_3,attr_value_147,1), assigned_value(attr_name_4,attr_value_148,1), assigned_value(attr_name_5,attr_value_147,1), assigned_value(attr_name_6,attr_value_148,1), assigned_value(attr_name_7,attr_value_148,1), assigned_value(attr_name_8,attr_value_147,1), assigned_value(attr_name_9,attr_value_148,1), assigned_value(attr_name_10,attr_value_148,1), assigned_value(attr_name_11,attr_value_147,1), assigned_value(attr_name_12,attr_value_148,1), assigned_value(attr_name_13,attr_value_148,1), assigned_value(attr_name_14,attr_value_148,1), assigned_value(attr_name_15,attr_value_148,1), assigned_value(attr_name_16,attr_value_147,1), assigned_value(attr_name_17,attr_value_147,1), assigned_value(attr_name_18,attr_value_148,1), assigned_value(attr_name_19,attr_value_147,1), assigned_value(attr_name_20,attr_value_147,1), assigned_value(attr_name_21,attr_value_147,1), assigned_value(attr_name_22,attr_value_147,1), assigned_value(attr_name_23,attr_value_148,1), assigned_value(attr_name_24,attr_value_148,1), assigned_value(evt_val_3,493,4), assigned_value(evt_val_4,50,3), assigned_value(evt_val_4,1220,5), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_4,3), trace(evt_val_3,4), trace(evt_val_4,5)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Generating trace:5/5 with events:5.0)
DEBUG:ASP generator: Initializing clingo trace(5/5) with length:5.0), Seed 2502952600
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_9,1), assigned_value(attr_name_0,attr_value_9,2), assigned_value(attr_name_0,attr_value_0,3), assigned_value(attr_name_0,attr_value_2,4), assigned_value(attr_name_0,attr_value_0,5), assigned_value(attr_name_1,attr_value_26,1), assigned_value(attr_name_1,attr_value_26,2), assigned_value(attr_name_1,attr_value_26,3), assigned_value(attr_name_1,attr_value_28,4), assigned_value(attr_name_1,attr_value_71,5), assigned_value(attr_name_2,20,1), assigned_value(attr_name_2,21,2), assigned_value(attr_name_2,22,3), assigned_value(attr_name_2,20,4), assigned_value(attr_name_2,21,5), assigned_value(attr_name_3,attr_value_148,1), assigned_value(attr_name_4,attr_value_148,1), assigned_value(attr_name_5,attr_value_148,1), assigned_value(attr_name_6,attr_value_147,1), assigned_value(attr_name_7,attr_value_148,1), assigned_value(attr_name_8,attr_value_147,1), assigned_value(attr_name_9,attr_value_147,1), assigned_value(attr_name_10,attr_value_147,1), assigned_value(attr_name_11,attr_value_147,1), assigned_value(attr_name_12,attr_value_147,1), assigned_value(attr_name_13,attr_value_147,1), assigned_value(attr_name_14,attr_value_148,1), assigned_value(attr_name_15,attr_value_147,1), assigned_value(attr_name_16,attr_value_147,1), assigned_value(attr_name_17,attr_value_147,1), assigned_value(attr_name_18,attr_value_147,1), assigned_value(attr_name_19,attr_value_147,1), assigned_value(attr_name_20,attr_value_148,1), assigned_value(attr_name_21,attr_value_148,1), assigned_value(attr_name_22,attr_value_147,1), assigned_value(attr_name_23,attr_value_147,1), assigned_value(attr_name_24,attr_value_147,1), assigned_value(evt_val_4,380,3), assigned_value(evt_val_4,5172,4), assigned_value(evt_val_4,52,5), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_4,3), trace(evt_val_4,4), trace(evt_val_4,5)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Total trace to generate and events: Traces:2, Events: 3.0, RandFrequency: 0.9
DEBUG:ASP generator: Generating trace:1/2 with events:3.0)
DEBUG:ASP generator: Initializing clingo trace(1/2) with length:3.0), Seed 3464702649
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_0,1), assigned_value(attr_name_1,attr_value_26,1), assigned_value(attr_name_2,20,1), assigned_value(attr_name_3,attr_value_148,1), assigned_value(attr_name_4,attr_value_147,1), assigned_value(attr_name_5,attr_value_147,1), assigned_value(attr_name_6,attr_value_147,1), assigned_value(attr_name_7,attr_value_147,1), assigned_value(attr_name_8,attr_value_147,1), assigned_value(attr_name_9,attr_value_147,1), assigned_value(attr_name_10,attr_value_148,1), assigned_value(attr_name_11,attr_value_147,1), assigned_value(attr_name_12,attr_value_148,1), assigned_value(attr_name_13,attr_value_148,1), assigned_value(attr_name_14,attr_value_148,1), assigned_value(attr_name_15,attr_value_147,1), assigned_value(attr_name_16,attr_value_147,1), assigned_value(attr_name_17,attr_value_147,1), assigned_value(attr_name_18,attr_value_148,1), assigned_value(attr_name_19,attr_value_148,1), assigned_value(attr_name_20,attr_value_147,1), assigned_value(attr_name_21,attr_value_148,1), assigned_value(attr_name_22,attr_value_147,1), assigned_value(attr_name_23,attr_value_147,1), assigned_value(attr_name_24,attr_value_147,1), assigned_value(attr_name_0,attr_value_0,2), assigned_value(attr_name_1,attr_value_26,2), assigned_value(attr_name_2,21,2), assigned_value(attr_name_0,attr_value_9,3), assigned_value(attr_name_1,attr_value_26,3), assigned_value(attr_name_2,22,3), assigned_value(evt_val_3,913,3), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_3,3)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Generating trace:2/2 with events:3.0)
DEBUG:ASP generator: Initializing clingo trace(2/2) with length:3.0), Seed 2645623809
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_9,1), assigned_value(attr_name_1,attr_value_26,1), assigned_value(attr_name_2,22,1), assigned_value(attr_name_3,attr_value_147,1), assigned_value(attr_name_4,attr_value_147,1), assigned_value(attr_name_5,attr_value_148,1), assigned_value(attr_name_6,attr_value_147,1), assigned_value(attr_name_7,attr_value_147,1), assigned_value(attr_name_8,attr_value_147,1), assigned_value(attr_name_9,attr_value_148,1), assigned_value(attr_name_10,attr_value_148,1), assigned_value(attr_name_11,attr_value_148,1), assigned_value(attr_name_12,attr_value_148,1), assigned_value(attr_name_13,attr_value_147,1), assigned_value(attr_name_14,attr_value_148,1), assigned_value(attr_name_15,attr_value_148,1), assigned_value(attr_name_16,attr_value_148,1), assigned_value(attr_name_17,attr_value_148,1), assigned_value(attr_name_18,attr_value_147,1), assigned_value(attr_name_19,attr_value_148,1), assigned_value(attr_name_20,attr_value_148,1), assigned_value(attr_name_21,attr_value_148,1), assigned_value(attr_name_22,attr_value_147,1), assigned_value(attr_name_23,attr_value_148,1), assigned_value(attr_name_24,attr_value_148,1), assigned_value(attr_name_0,attr_value_9,2), assigned_value(attr_name_1,attr_value_27,2), assigned_value(attr_name_2,20,2), assigned_value(attr_name_0,attr_value_1,3), assigned_value(attr_name_1,attr_value_28,3), assigned_value(attr_name_2,20,3), assigned_value(evt_val_3,356,3), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_3,3)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Total trace to generate and events: Traces:2, Events: 6.0, RandFrequency: 0.9
DEBUG:ASP generator: Generating trace:1/2 with events:6.0)
DEBUG:ASP generator: Initializing clingo trace(1/2) with length:6.0), Seed 2164734406
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_1,1), assigned_value(attr_name_0,attr_value_0,2), assigned_value(attr_name_0,attr_value_0,3), assigned_value(attr_name_0,attr_value_9,4), assigned_value(attr_name_0,attr_value_9,5), assigned_value(attr_name_0,attr_value_5,6), assigned_value(attr_name_1,attr_value_27,1), assigned_value(attr_name_1,attr_value_31,2), assigned_value(attr_name_1,attr_value_26,3), assigned_value(attr_name_1,attr_value_137,4), assigned_value(attr_name_1,attr_value_27,5), assigned_value(attr_name_1,attr_value_27,6), assigned_value(attr_name_2,20,1), assigned_value(attr_name_2,20,2), assigned_value(attr_name_2,20,3), assigned_value(attr_name_2,22,4), assigned_value(attr_name_2,23,5), assigned_value(attr_name_2,20,6), assigned_value(attr_name_3,attr_value_148,1), assigned_value(attr_name_4,attr_value_147,1), assigned_value(attr_name_5,attr_value_147,1), assigned_value(attr_name_6,attr_value_147,1), assigned_value(attr_name_7,attr_value_148,1), assigned_value(attr_name_8,attr_value_148,1), assigned_value(attr_name_9,attr_value_147,1), assigned_value(attr_name_10,attr_value_147,1), assigned_value(attr_name_11,attr_value_147,1), assigned_value(attr_name_12,attr_value_147,1), assigned_value(attr_name_13,attr_value_147,1), assigned_value(attr_name_14,attr_value_147,1), assigned_value(attr_name_15,attr_value_148,1), assigned_value(attr_name_16,attr_value_148,1), assigned_value(attr_name_17,attr_value_147,1), assigned_value(attr_name_18,attr_value_147,1), assigned_value(attr_name_19,attr_value_148,1), assigned_value(attr_name_20,attr_value_147,1), assigned_value(attr_name_21,attr_value_147,1), assigned_value(attr_name_22,attr_value_147,1), assigned_value(attr_name_23,attr_value_147,1), assigned_value(attr_name_24,attr_value_148,1), assigned_value(evt_val_3,640,4), assigned_value(evt_val_3,3721,5), assigned_value(evt_val_4,4763,3), assigned_value(evt_val_4,4713,6), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_4,3), trace(evt_val_3,4), trace(evt_val_3,5), trace(evt_val_4,6)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Generating trace:2/2 with events:6.0)
DEBUG:ASP generator: Initializing clingo trace(2/2) with length:6.0), Seed 297697415
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_9,1), assigned_value(attr_name_0,attr_value_9,2), assigned_value(attr_name_0,attr_value_0,3), assigned_value(attr_name_0,attr_value_0,4), assigned_value(attr_name_0,attr_value_4,5), assigned_value(attr_name_0,attr_value_2,6), assigned_value(attr_name_1,attr_value_28,1), assigned_value(attr_name_1,attr_value_26,2), assigned_value(attr_name_1,attr_value_29,3), assigned_value(attr_name_1,attr_value_28,4), assigned_value(attr_name_1,attr_value_26,6), assigned_value(attr_name_2,21,1), assigned_value(attr_name_2,20,2), assigned_value(attr_name_2,23,3), assigned_value(attr_name_2,20,4), assigned_value(attr_name_2,20,6), assigned_value(attr_name_3,attr_value_148,1), assigned_value(attr_name_4,attr_value_148,1), assigned_value(attr_name_5,attr_value_148,1), assigned_value(attr_name_6,attr_value_148,1), assigned_value(attr_name_7,attr_value_147,1), assigned_value(attr_name_8,attr_value_148,1), assigned_value(attr_name_9,attr_value_147,1), assigned_value(attr_name_10,attr_value_147,1), assigned_value(attr_name_11,attr_value_147,1), assigned_value(attr_name_12,attr_value_148,1), assigned_value(attr_name_13,attr_value_147,1), assigned_value(attr_name_14,attr_value_147,1), assigned_value(attr_name_15,attr_value_147,1), assigned_value(attr_name_16,attr_value_147,1), assigned_value(attr_name_17,attr_value_148,1), assigned_value(attr_name_18,attr_value_148,1), assigned_value(attr_name_19,attr_value_147,1), assigned_value(attr_name_20,attr_value_148,1), assigned_value(attr_name_21,attr_value_148,1), assigned_value(attr_name_22,attr_value_147,1), assigned_value(attr_name_23,attr_value_147,1), assigned_value(attr_name_24,attr_value_147,1), assigned_value(evt_val_4,2463,3), assigned_value(evt_val_4,4287,4), assigned_value(evt_val_4,50,6), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_4,3), trace(evt_val_4,4), trace(evt_val_12,5), trace(evt_val_4,6)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator:Traces generated. Positive: 9 Neg: 0. Parsing Trace results.
DEBUG:ASP generator:Trace results parsed
DEBUG:ASP generator:Generating Pm4py log
WARNING:ASP generator:PM4PY log generated: 9/10 only.
DEBUG:ASP generator:Pm4py generated but not saved yet
A custom distribution requires the user to set the probability for each length in [num_min_events, num_max_events]
[8]:
asp_gen.set_distribution(distributor_type="custom",
custom_probabilities=[0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.3])
asp_gen.run()
asp_gen.to_xes(f'{model_name}.xes')
DEBUG:ASP generator:Using custom traces length
INFO:ASP generator:Computing distribution
DEBUG:Distributor:Distribution() custom min_mu: 3 max_sigma: 10 num_traces: 10 custom_prob: [0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.3]
DEBUG:Distributor:Custom_dist() min_mu:3 max_sigma:10 num_traces:10
DEBUG:Distributor:Probabilities sum 1.0
DEBUG:Distributor:Distribution result: [ 7 8 10 4 10 6 5 8 10 3]
INFO:ASP generator:Distribution result Counter({10: 3, 8: 2, 7: 1, 4: 1, 6: 1, 5: 1, 3: 1})
INFO:ASP generator:Computing distribution
DEBUG:ASP generator:Generating traces
DEBUG:ASP generator:Translate declare model to ASP
DEBUG:ASP generator:Declare model translated to ASP. Total Facts 13
DEBUG:ASP generator:ASP encoding generated
DEBUG:ASP generator:Start generating traces: Counter({10: 3, 8: 2, 7: 1, 4: 1, 6: 1, 5: 1, 3: 1})
DEBUG:ASP generator: Total trace to generate and events: Traces:1, Events: 7, RandFrequency: 0.9
DEBUG:ASP generator: Generating trace:1/1 with events:7)
DEBUG:ASP generator: Initializing clingo trace(1/1) with length:7), Seed 1054926155
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_1,1), assigned_value(attr_name_0,attr_value_0,2), assigned_value(attr_name_0,attr_value_0,3), assigned_value(attr_name_0,attr_value_0,4), assigned_value(attr_name_0,attr_value_9,5), assigned_value(attr_name_0,attr_value_12,6), assigned_value(attr_name_0,attr_value_0,7), assigned_value(attr_name_1,attr_value_26,1), assigned_value(attr_name_1,attr_value_29,2), assigned_value(attr_name_1,attr_value_31,4), assigned_value(attr_name_1,attr_value_42,5), assigned_value(attr_name_1,attr_value_27,6), assigned_value(attr_name_1,attr_value_28,7), assigned_value(attr_name_2,21,1), assigned_value(attr_name_2,22,2), assigned_value(attr_name_2,21,4), assigned_value(attr_name_2,22,5), assigned_value(attr_name_2,21,6), assigned_value(attr_name_2,21,7), assigned_value(attr_name_3,attr_value_147,1), assigned_value(attr_name_4,attr_value_147,1), assigned_value(attr_name_5,attr_value_148,1), assigned_value(attr_name_6,attr_value_147,1), assigned_value(attr_name_7,attr_value_148,1), assigned_value(attr_name_8,attr_value_147,1), assigned_value(attr_name_9,attr_value_148,1), assigned_value(attr_name_10,attr_value_148,1), assigned_value(attr_name_11,attr_value_147,1), assigned_value(attr_name_12,attr_value_147,1), assigned_value(attr_name_13,attr_value_147,1), assigned_value(attr_name_14,attr_value_147,1), assigned_value(attr_name_15,attr_value_147,1), assigned_value(attr_name_16,attr_value_147,1), assigned_value(attr_name_17,attr_value_148,1), assigned_value(attr_name_18,attr_value_148,1), assigned_value(attr_name_19,attr_value_147,1), assigned_value(attr_name_20,attr_value_147,1), assigned_value(attr_name_21,attr_value_147,1), assigned_value(attr_name_22,attr_value_147,1), assigned_value(attr_name_23,attr_value_148,1), assigned_value(attr_name_24,attr_value_147,1), assigned_value(evt_val_3,3603,5), assigned_value(evt_val_4,407,4), assigned_value(evt_val_4,4587,6), assigned_value(evt_val_4,3465,7), assigned_value(evt_val_5,2,3), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_5,3), trace(evt_val_4,4), trace(evt_val_3,5), trace(evt_val_4,6), trace(evt_val_4,7)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Total trace to generate and events: Traces:2, Events: 8, RandFrequency: 0.9
DEBUG:ASP generator: Generating trace:1/2 with events:8)
DEBUG:ASP generator: Initializing clingo trace(1/2) with length:8), Seed 1113973760
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_9,1), assigned_value(attr_name_0,attr_value_9,2), assigned_value(attr_name_0,attr_value_0,3), assigned_value(attr_name_0,attr_value_9,4), assigned_value(attr_name_0,attr_value_0,5), assigned_value(attr_name_0,attr_value_1,6), assigned_value(attr_name_0,attr_value_0,7), assigned_value(attr_name_0,attr_value_2,8), assigned_value(attr_name_1,attr_value_26,1), assigned_value(attr_name_1,attr_value_26,2), assigned_value(attr_name_1,attr_value_27,3), assigned_value(attr_name_1,attr_value_26,4), assigned_value(attr_name_1,attr_value_26,5), assigned_value(attr_name_1,attr_value_26,6), assigned_value(attr_name_1,attr_value_26,7), assigned_value(attr_name_1,attr_value_27,8), assigned_value(attr_name_2,20,1), assigned_value(attr_name_2,23,2), assigned_value(attr_name_2,20,3), assigned_value(attr_name_2,20,4), assigned_value(attr_name_2,20,5), assigned_value(attr_name_2,22,6), assigned_value(attr_name_2,20,7), assigned_value(attr_name_2,22,8), assigned_value(attr_name_3,attr_value_148,1), assigned_value(attr_name_3,attr_value_147,4), assigned_value(attr_name_4,attr_value_147,1), assigned_value(attr_name_4,attr_value_147,4), assigned_value(attr_name_5,attr_value_147,1), assigned_value(attr_name_5,attr_value_147,4), assigned_value(attr_name_6,attr_value_148,1), assigned_value(attr_name_6,attr_value_147,4), assigned_value(attr_name_7,attr_value_148,1), assigned_value(attr_name_7,attr_value_147,4), assigned_value(attr_name_8,attr_value_148,1), assigned_value(attr_name_8,attr_value_147,4), assigned_value(attr_name_9,attr_value_148,1), assigned_value(attr_name_9,attr_value_148,4), assigned_value(attr_name_10,attr_value_147,1), assigned_value(attr_name_10,attr_value_148,4), assigned_value(attr_name_11,attr_value_147,1), assigned_value(attr_name_11,attr_value_148,4), assigned_value(attr_name_12,attr_value_147,1), assigned_value(attr_name_12,attr_value_148,4), assigned_value(attr_name_13,attr_value_148,1), assigned_value(attr_name_13,attr_value_147,4), assigned_value(attr_name_14,attr_value_148,1), assigned_value(attr_name_14,attr_value_147,4), assigned_value(attr_name_15,attr_value_147,1), assigned_value(attr_name_15,attr_value_148,4), assigned_value(attr_name_16,attr_value_148,1), assigned_value(attr_name_16,attr_value_147,4), assigned_value(attr_name_17,attr_value_148,1), assigned_value(attr_name_17,attr_value_148,4), assigned_value(attr_name_18,attr_value_147,1), assigned_value(attr_name_18,attr_value_147,4), assigned_value(attr_name_19,attr_value_147,1), assigned_value(attr_name_19,attr_value_148,4), assigned_value(attr_name_20,attr_value_147,1), assigned_value(attr_name_20,attr_value_148,4), assigned_value(attr_name_21,attr_value_147,1), assigned_value(attr_name_21,attr_value_147,4), assigned_value(attr_name_22,attr_value_148,1), assigned_value(attr_name_22,attr_value_148,4), assigned_value(attr_name_23,attr_value_147,1), assigned_value(attr_name_23,attr_value_147,4), assigned_value(attr_name_24,attr_value_148,1), assigned_value(attr_name_24,attr_value_147,4), assigned_value(evt_val_4,50,3), assigned_value(evt_val_4,5350,6), assigned_value(evt_val_4,50,7), assigned_value(evt_val_4,51,8), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_4,3), trace(evt_val_1,4), trace(evt_val_0,5), trace(evt_val_4,6), trace(evt_val_4,7), trace(evt_val_4,8)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Generating trace:2/2 with events:8)
DEBUG:ASP generator: Initializing clingo trace(2/2) with length:8), Seed 49298138
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_9,1), assigned_value(attr_name_0,attr_value_1,2), assigned_value(attr_name_0,attr_value_0,3), assigned_value(attr_name_0,attr_value_1,4), assigned_value(attr_name_0,attr_value_0,5), assigned_value(attr_name_0,attr_value_2,6), assigned_value(attr_name_0,attr_value_0,7), assigned_value(attr_name_0,attr_value_1,8), assigned_value(attr_name_1,attr_value_26,1), assigned_value(attr_name_1,attr_value_32,2), assigned_value(attr_name_1,attr_value_26,3), assigned_value(attr_name_1,attr_value_26,4), assigned_value(attr_name_1,attr_value_26,5), assigned_value(attr_name_1,attr_value_26,6), assigned_value(attr_name_1,attr_value_26,7), assigned_value(attr_name_1,attr_value_30,8), assigned_value(attr_name_2,21,1), assigned_value(attr_name_2,25,2), assigned_value(attr_name_2,21,3), assigned_value(attr_name_2,20,4), assigned_value(attr_name_2,21,5), assigned_value(attr_name_2,21,6), assigned_value(attr_name_2,20,7), assigned_value(attr_name_2,21,8), assigned_value(attr_name_3,attr_value_147,1), assigned_value(attr_name_4,attr_value_147,1), assigned_value(attr_name_5,attr_value_147,1), assigned_value(attr_name_6,attr_value_148,1), assigned_value(attr_name_7,attr_value_148,1), assigned_value(attr_name_8,attr_value_148,1), assigned_value(attr_name_9,attr_value_148,1), assigned_value(attr_name_10,attr_value_147,1), assigned_value(attr_name_11,attr_value_148,1), assigned_value(attr_name_12,attr_value_147,1), assigned_value(attr_name_13,attr_value_148,1), assigned_value(attr_name_14,attr_value_148,1), assigned_value(attr_name_15,attr_value_148,1), assigned_value(attr_name_16,attr_value_148,1), assigned_value(attr_name_17,attr_value_148,1), assigned_value(attr_name_18,attr_value_147,1), assigned_value(attr_name_19,attr_value_148,1), assigned_value(attr_name_20,attr_value_147,1), assigned_value(attr_name_21,attr_value_147,1), assigned_value(attr_name_22,attr_value_147,1), assigned_value(attr_name_23,attr_value_148,1), assigned_value(attr_name_24,attr_value_148,1), assigned_value(evt_val_3,2214,7), assigned_value(evt_val_3,2,8), assigned_value(evt_val_4,4626,3), assigned_value(evt_val_4,4106,4), assigned_value(evt_val_4,2228,5), assigned_value(evt_val_4,50,6), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_4,3), trace(evt_val_4,4), trace(evt_val_4,5), trace(evt_val_4,6), trace(evt_val_3,7), trace(evt_val_3,8)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Total trace to generate and events: Traces:3, Events: 10, RandFrequency: 0.9
DEBUG:ASP generator: Generating trace:1/3 with events:10)
DEBUG:ASP generator: Initializing clingo trace(1/3) with length:10), Seed 1123606058
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_9,1), assigned_value(attr_name_0,attr_value_9,2), assigned_value(attr_name_0,attr_value_0,3), assigned_value(attr_name_0,attr_value_6,4), assigned_value(attr_name_0,attr_value_0,5), assigned_value(attr_name_0,attr_value_0,6), assigned_value(attr_name_0,attr_value_0,7), assigned_value(attr_name_0,attr_value_0,8), assigned_value(attr_name_0,attr_value_3,9), assigned_value(attr_name_0,attr_value_6,10), assigned_value(attr_name_1,attr_value_28,1), assigned_value(attr_name_1,attr_value_36,2), assigned_value(attr_name_1,attr_value_29,3), assigned_value(attr_name_1,attr_value_31,4), assigned_value(attr_name_1,attr_value_27,5), assigned_value(attr_name_1,attr_value_28,6), assigned_value(attr_name_1,attr_value_32,7), assigned_value(attr_name_1,attr_value_26,8), assigned_value(attr_name_1,attr_value_27,9), assigned_value(attr_name_1,attr_value_26,10), assigned_value(attr_name_2,21,1), assigned_value(attr_name_2,20,2), assigned_value(attr_name_2,21,3), assigned_value(attr_name_2,21,4), assigned_value(attr_name_2,21,5), assigned_value(attr_name_2,22,6), assigned_value(attr_name_2,20,7), assigned_value(attr_name_2,25,8), assigned_value(attr_name_2,21,9), assigned_value(attr_name_2,20,10), assigned_value(attr_name_3,attr_value_147,1), assigned_value(attr_name_4,attr_value_147,1), assigned_value(attr_name_5,attr_value_147,1), assigned_value(attr_name_6,attr_value_148,1), assigned_value(attr_name_7,attr_value_148,1), assigned_value(attr_name_8,attr_value_148,1), assigned_value(attr_name_9,attr_value_147,1), assigned_value(attr_name_10,attr_value_147,1), assigned_value(attr_name_11,attr_value_147,1), assigned_value(attr_name_12,attr_value_147,1), assigned_value(attr_name_13,attr_value_147,1), assigned_value(attr_name_14,attr_value_148,1), assigned_value(attr_name_15,attr_value_147,1), assigned_value(attr_name_16,attr_value_147,1), assigned_value(attr_name_17,attr_value_147,1), assigned_value(attr_name_18,attr_value_148,1), assigned_value(attr_name_19,attr_value_148,1), assigned_value(attr_name_20,attr_value_147,1), assigned_value(attr_name_21,attr_value_148,1), assigned_value(attr_name_22,attr_value_147,1), assigned_value(attr_name_23,attr_value_148,1), assigned_value(attr_name_24,attr_value_147,1), assigned_value(evt_val_3,3,5), assigned_value(evt_val_3,1204,6), assigned_value(evt_val_4,323,3), assigned_value(evt_val_4,826,4), assigned_value(evt_val_4,1774,7), assigned_value(evt_val_4,50,8), assigned_value(evt_val_4,1892,9), assigned_value(evt_val_4,559,10), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_4,3), trace(evt_val_4,4), trace(evt_val_3,5), trace(evt_val_3,6), trace(evt_val_4,7), trace(evt_val_4,8), trace(evt_val_4,9), trace(evt_val_4,10)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Generating trace:2/3 with events:10)
DEBUG:ASP generator: Initializing clingo trace(2/3) with length:10), Seed 397335652
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_0,1), assigned_value(attr_name_0,attr_value_0,2), assigned_value(attr_name_0,attr_value_1,3), assigned_value(attr_name_0,attr_value_0,4), assigned_value(attr_name_0,attr_value_9,5), assigned_value(attr_name_0,attr_value_0,6), assigned_value(attr_name_0,attr_value_9,7), assigned_value(attr_name_0,attr_value_9,8), assigned_value(attr_name_0,attr_value_1,9), assigned_value(attr_name_0,attr_value_0,10), assigned_value(attr_name_1,attr_value_26,1), assigned_value(attr_name_1,attr_value_26,2), assigned_value(attr_name_1,attr_value_26,3), assigned_value(attr_name_1,attr_value_27,4), assigned_value(attr_name_1,attr_value_26,5), assigned_value(attr_name_1,attr_value_28,6), assigned_value(attr_name_1,attr_value_26,7), assigned_value(attr_name_1,attr_value_26,8), assigned_value(attr_name_1,attr_value_26,9), assigned_value(attr_name_1,attr_value_29,10), assigned_value(attr_name_2,20,1), assigned_value(attr_name_2,20,2), assigned_value(attr_name_2,21,3), assigned_value(attr_name_2,20,4), assigned_value(attr_name_2,20,5), assigned_value(attr_name_2,21,6), assigned_value(attr_name_2,21,7), assigned_value(attr_name_2,21,8), assigned_value(attr_name_2,20,9), assigned_value(attr_name_2,20,10), assigned_value(attr_name_3,attr_value_147,1), assigned_value(attr_name_4,attr_value_148,1), assigned_value(attr_name_5,attr_value_148,1), assigned_value(attr_name_6,attr_value_147,1), assigned_value(attr_name_7,attr_value_148,1), assigned_value(attr_name_8,attr_value_148,1), assigned_value(attr_name_9,attr_value_148,1), assigned_value(attr_name_10,attr_value_148,1), assigned_value(attr_name_11,attr_value_147,1), assigned_value(attr_name_12,attr_value_147,1), assigned_value(attr_name_13,attr_value_148,1), assigned_value(attr_name_14,attr_value_148,1), assigned_value(attr_name_15,attr_value_148,1), assigned_value(attr_name_16,attr_value_148,1), assigned_value(attr_name_17,attr_value_148,1), assigned_value(attr_name_18,attr_value_148,1), assigned_value(attr_name_19,attr_value_148,1), assigned_value(attr_name_20,attr_value_147,1), assigned_value(attr_name_21,attr_value_148,1), assigned_value(attr_name_22,attr_value_147,1), assigned_value(attr_name_23,attr_value_147,1), assigned_value(attr_name_24,attr_value_148,1), assigned_value(evt_val_3,1696,5), assigned_value(evt_val_3,3222,7), assigned_value(evt_val_3,690,8), assigned_value(evt_val_4,3357,3), assigned_value(evt_val_4,4348,4), assigned_value(evt_val_4,50,6), assigned_value(evt_val_4,3557,9), assigned_value(evt_val_4,4805,10), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_4,3), trace(evt_val_4,4), trace(evt_val_3,5), trace(evt_val_4,6), trace(evt_val_3,7), trace(evt_val_3,8), trace(evt_val_4,9), trace(evt_val_4,10)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Generating trace:3/3 with events:10)
DEBUG:ASP generator: Initializing clingo trace(3/3) with length:10), Seed 3961128327
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_9,1), assigned_value(attr_name_0,attr_value_1,2), assigned_value(attr_name_0,attr_value_0,3), assigned_value(attr_name_0,attr_value_9,4), assigned_value(attr_name_0,attr_value_0,5), assigned_value(attr_name_0,attr_value_9,6), assigned_value(attr_name_0,attr_value_0,7), assigned_value(attr_name_0,attr_value_3,8), assigned_value(attr_name_0,attr_value_0,9), assigned_value(attr_name_0,attr_value_9,10), assigned_value(attr_name_1,attr_value_26,1), assigned_value(attr_name_1,attr_value_27,2), assigned_value(attr_name_1,attr_value_26,3), assigned_value(attr_name_1,attr_value_29,4), assigned_value(attr_name_1,attr_value_26,5), assigned_value(attr_name_1,attr_value_27,6), assigned_value(attr_name_1,attr_value_26,7), assigned_value(attr_name_1,attr_value_26,8), assigned_value(attr_name_1,attr_value_26,9), assigned_value(attr_name_1,attr_value_27,10), assigned_value(attr_name_2,20,1), assigned_value(attr_name_2,21,2), assigned_value(attr_name_2,21,3), assigned_value(attr_name_2,21,4), assigned_value(attr_name_2,22,5), assigned_value(attr_name_2,21,6), assigned_value(attr_name_2,20,7), assigned_value(attr_name_2,20,8), assigned_value(attr_name_2,20,9), assigned_value(attr_name_2,20,10), assigned_value(attr_name_3,attr_value_147,1), assigned_value(attr_name_4,attr_value_148,1), assigned_value(attr_name_5,attr_value_147,1), assigned_value(attr_name_6,attr_value_148,1), assigned_value(attr_name_7,attr_value_147,1), assigned_value(attr_name_8,attr_value_147,1), assigned_value(attr_name_9,attr_value_147,1), assigned_value(attr_name_10,attr_value_148,1), assigned_value(attr_name_11,attr_value_147,1), assigned_value(attr_name_12,attr_value_147,1), assigned_value(attr_name_13,attr_value_148,1), assigned_value(attr_name_14,attr_value_147,1), assigned_value(attr_name_15,attr_value_147,1), assigned_value(attr_name_16,attr_value_148,1), assigned_value(attr_name_17,attr_value_148,1), assigned_value(attr_name_18,attr_value_148,1), assigned_value(attr_name_19,attr_value_147,1), assigned_value(attr_name_20,attr_value_147,1), assigned_value(attr_name_21,attr_value_147,1), assigned_value(attr_name_22,attr_value_148,1), assigned_value(attr_name_23,attr_value_148,1), assigned_value(attr_name_24,attr_value_147,1), assigned_value(evt_val_3,2041,4), assigned_value(evt_val_3,3232,6), assigned_value(evt_val_3,3388,10), assigned_value(evt_val_4,4656,3), assigned_value(evt_val_4,50,5), assigned_value(evt_val_4,3765,7), assigned_value(evt_val_4,50,8), assigned_value(evt_val_4,50,9), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_4,3), trace(evt_val_3,4), trace(evt_val_4,5), trace(evt_val_3,6), trace(evt_val_4,7), trace(evt_val_4,8), trace(evt_val_4,9), trace(evt_val_3,10)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Total trace to generate and events: Traces:1, Events: 4, RandFrequency: 0.9
DEBUG:ASP generator: Generating trace:1/1 with events:4)
DEBUG:ASP generator: Initializing clingo trace(1/1) with length:4), Seed 2023876233
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_0,1), assigned_value(attr_name_0,attr_value_0,2), assigned_value(attr_name_0,attr_value_2,3), assigned_value(attr_name_0,attr_value_2,4), assigned_value(attr_name_1,attr_value_27,1), assigned_value(attr_name_1,attr_value_58,2), assigned_value(attr_name_1,attr_value_28,3), assigned_value(attr_name_1,attr_value_26,4), assigned_value(attr_name_2,22,1), assigned_value(attr_name_2,21,2), assigned_value(attr_name_2,20,3), assigned_value(attr_name_2,20,4), assigned_value(attr_name_3,attr_value_148,1), assigned_value(attr_name_4,attr_value_148,1), assigned_value(attr_name_5,attr_value_148,1), assigned_value(attr_name_6,attr_value_148,1), assigned_value(attr_name_7,attr_value_148,1), assigned_value(attr_name_8,attr_value_148,1), assigned_value(attr_name_9,attr_value_147,1), assigned_value(attr_name_10,attr_value_147,1), assigned_value(attr_name_11,attr_value_147,1), assigned_value(attr_name_12,attr_value_147,1), assigned_value(attr_name_13,attr_value_148,1), assigned_value(attr_name_14,attr_value_148,1), assigned_value(attr_name_15,attr_value_148,1), assigned_value(attr_name_16,attr_value_148,1), assigned_value(attr_name_17,attr_value_147,1), assigned_value(attr_name_18,attr_value_148,1), assigned_value(attr_name_19,attr_value_148,1), assigned_value(attr_name_20,attr_value_148,1), assigned_value(attr_name_21,attr_value_147,1), assigned_value(attr_name_22,attr_value_148,1), assigned_value(attr_name_23,attr_value_147,1), assigned_value(attr_name_24,attr_value_147,1), assigned_value(evt_val_3,158,3), assigned_value(evt_val_3,2,4), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_3,3), trace(evt_val_3,4)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Total trace to generate and events: Traces:1, Events: 6, RandFrequency: 0.9
DEBUG:ASP generator: Generating trace:1/1 with events:6)
DEBUG:ASP generator: Initializing clingo trace(1/1) with length:6), Seed 499029586
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_0,1), assigned_value(attr_name_0,attr_value_0,2), assigned_value(attr_name_0,attr_value_9,3), assigned_value(attr_name_0,attr_value_9,4), assigned_value(attr_name_0,attr_value_9,5), assigned_value(attr_name_0,attr_value_1,6), assigned_value(attr_name_1,attr_value_29,1), assigned_value(attr_name_1,attr_value_27,2), assigned_value(attr_name_1,attr_value_5,3), assigned_value(attr_name_1,attr_value_26,4), assigned_value(attr_name_1,attr_value_30,6), assigned_value(attr_name_2,21,1), assigned_value(attr_name_2,23,2), assigned_value(attr_name_2,20,3), assigned_value(attr_name_2,20,4), assigned_value(attr_name_2,20,6), assigned_value(attr_name_3,attr_value_148,1), assigned_value(attr_name_4,attr_value_147,1), assigned_value(attr_name_5,attr_value_147,1), assigned_value(attr_name_6,attr_value_147,1), assigned_value(attr_name_7,attr_value_148,1), assigned_value(attr_name_8,attr_value_147,1), assigned_value(attr_name_9,attr_value_148,1), assigned_value(attr_name_10,attr_value_148,1), assigned_value(attr_name_11,attr_value_147,1), assigned_value(attr_name_12,attr_value_148,1), assigned_value(attr_name_13,attr_value_148,1), assigned_value(attr_name_14,attr_value_147,1), assigned_value(attr_name_15,attr_value_148,1), assigned_value(attr_name_16,attr_value_147,1), assigned_value(attr_name_17,attr_value_148,1), assigned_value(attr_name_18,attr_value_148,1), assigned_value(attr_name_19,attr_value_148,1), assigned_value(attr_name_20,attr_value_148,1), assigned_value(attr_name_21,attr_value_148,1), assigned_value(attr_name_22,attr_value_147,1), assigned_value(attr_name_23,attr_value_147,1), assigned_value(attr_name_24,attr_value_148,1), assigned_value(evt_val_3,3,3), assigned_value(evt_val_3,294,4), assigned_value(evt_val_3,2699,6), assigned_value(evt_val_5,2,5), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_3,3), trace(evt_val_3,4), trace(evt_val_5,5), trace(evt_val_3,6)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Total trace to generate and events: Traces:1, Events: 5, RandFrequency: 0.9
DEBUG:ASP generator: Generating trace:1/1 with events:5)
DEBUG:ASP generator: Initializing clingo trace(1/1) with length:5), Seed 502848618
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_2,1), assigned_value(attr_name_0,attr_value_1,2), assigned_value(attr_name_0,attr_value_1,3), assigned_value(attr_name_0,attr_value_2,4), assigned_value(attr_name_0,attr_value_9,5), assigned_value(attr_name_1,attr_value_26,1), assigned_value(attr_name_1,attr_value_26,2), assigned_value(attr_name_1,attr_value_29,3), assigned_value(attr_name_1,attr_value_26,4), assigned_value(attr_name_2,20,1), assigned_value(attr_name_2,20,2), assigned_value(attr_name_2,21,3), assigned_value(attr_name_2,20,4), assigned_value(attr_name_3,attr_value_147,1), assigned_value(attr_name_4,attr_value_148,1), assigned_value(attr_name_5,attr_value_148,1), assigned_value(attr_name_6,attr_value_148,1), assigned_value(attr_name_7,attr_value_147,1), assigned_value(attr_name_8,attr_value_148,1), assigned_value(attr_name_9,attr_value_147,1), assigned_value(attr_name_10,attr_value_147,1), assigned_value(attr_name_11,attr_value_148,1), assigned_value(attr_name_12,attr_value_148,1), assigned_value(attr_name_13,attr_value_148,1), assigned_value(attr_name_14,attr_value_148,1), assigned_value(attr_name_15,attr_value_148,1), assigned_value(attr_name_16,attr_value_147,1), assigned_value(attr_name_17,attr_value_147,1), assigned_value(attr_name_18,attr_value_148,1), assigned_value(attr_name_19,attr_value_148,1), assigned_value(attr_name_20,attr_value_148,1), assigned_value(attr_name_21,attr_value_147,1), assigned_value(attr_name_22,attr_value_147,1), assigned_value(attr_name_23,attr_value_148,1), assigned_value(attr_name_24,attr_value_148,1), assigned_value(evt_val_4,1811,3), assigned_value(evt_val_4,1112,4), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_4,3), trace(evt_val_4,4), trace(evt_val_12,5)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Total trace to generate and events: Traces:1, Events: 3, RandFrequency: 0.9
DEBUG:ASP generator: Generating trace:1/1 with events:3)
DEBUG:ASP generator: Initializing clingo trace(1/1) with length:3), Seed 810165393
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_9,1), assigned_value(attr_name_1,attr_value_26,1), assigned_value(attr_name_2,21,1), assigned_value(attr_name_3,attr_value_147,1), assigned_value(attr_name_4,attr_value_148,1), assigned_value(attr_name_5,attr_value_147,1), assigned_value(attr_name_6,attr_value_147,1), assigned_value(attr_name_7,attr_value_147,1), assigned_value(attr_name_8,attr_value_147,1), assigned_value(attr_name_9,attr_value_148,1), assigned_value(attr_name_10,attr_value_147,1), assigned_value(attr_name_11,attr_value_148,1), assigned_value(attr_name_12,attr_value_148,1), assigned_value(attr_name_13,attr_value_147,1), assigned_value(attr_name_14,attr_value_147,1), assigned_value(attr_name_15,attr_value_148,1), assigned_value(attr_name_16,attr_value_147,1), assigned_value(attr_name_17,attr_value_147,1), assigned_value(attr_name_18,attr_value_148,1), assigned_value(attr_name_19,attr_value_147,1), assigned_value(attr_name_20,attr_value_147,1), assigned_value(attr_name_21,attr_value_148,1), assigned_value(attr_name_22,attr_value_147,1), assigned_value(attr_name_23,attr_value_147,1), assigned_value(attr_name_24,attr_value_147,1), assigned_value(attr_name_0,attr_value_9,2), assigned_value(attr_name_1,attr_value_28,2), assigned_value(attr_name_2,20,2), assigned_value(attr_name_0,attr_value_1,3), assigned_value(attr_name_1,attr_value_28,3), assigned_value(attr_name_2,20,3), assigned_value(evt_val_3,3298,3), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_3,3)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator:Traces generated. Positive: 10 Neg: 0. Parsing Trace results.
DEBUG:ASP generator:Trace results parsed
DEBUG:ASP generator:Generating Pm4py log
DEBUG:ASP generator:Pm4py generated but not saved yet
2. Setting up the Variants¶
Users can generate variants by setting the number of repetitions of the workflow of each case. This is done with the set_number_of_repetition_per_trace method
[9]:
asp_gen.set_number_of_repetition_per_trace(3)
asp_gen.run()
asp_gen.to_xes(f'{model_name}.xes')
DEBUG:ASP generator:Using custom traces length
INFO:ASP generator:Computing distribution
DEBUG:Distributor:Distribution() custom min_mu: 3 max_sigma: 10 num_traces: 10 custom_prob: [0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.3]
DEBUG:Distributor:Custom_dist() min_mu:3 max_sigma:10 num_traces:10
DEBUG:Distributor:Probabilities sum 1.0
DEBUG:Distributor:Distribution result: [ 5 6 4 5 4 9 3 7 10 9]
INFO:ASP generator:Distribution result Counter({5: 2, 4: 2, 9: 2, 6: 1, 3: 1, 7: 1, 10: 1})
INFO:ASP generator:Computing distribution
DEBUG:ASP generator:Generating traces
DEBUG:ASP generator:Translate declare model to ASP
DEBUG:ASP generator:Declare model translated to ASP. Total Facts 13
DEBUG:ASP generator:ASP encoding generated
DEBUG:ASP generator:Start generating traces: Counter({5: 2, 4: 2, 9: 2, 6: 1, 3: 1, 7: 1, 10: 1})
DEBUG:ASP generator: Total trace to generate and events: Traces:2, Events: 5, RandFrequency: 0.9
DEBUG:ASP generator: Generating trace:1/2 with events:5)
DEBUG:ASP generator: Initializing clingo trace(1/2) with length:5), Seed 1475224751
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_9,1), assigned_value(attr_name_0,attr_value_1,2), assigned_value(attr_name_0,attr_value_9,3), assigned_value(attr_name_0,attr_value_0,4), assigned_value(attr_name_0,attr_value_2,5), assigned_value(attr_name_1,attr_value_26,1), assigned_value(attr_name_1,attr_value_28,2), assigned_value(attr_name_1,attr_value_26,3), assigned_value(attr_name_1,attr_value_110,4), assigned_value(attr_name_1,attr_value_26,5), assigned_value(attr_name_2,24,1), assigned_value(attr_name_2,20,2), assigned_value(attr_name_2,22,3), assigned_value(attr_name_2,20,4), assigned_value(attr_name_2,22,5), assigned_value(attr_name_3,attr_value_147,1), assigned_value(attr_name_4,attr_value_148,1), assigned_value(attr_name_5,attr_value_148,1), assigned_value(attr_name_6,attr_value_148,1), assigned_value(attr_name_7,attr_value_148,1), assigned_value(attr_name_8,attr_value_148,1), assigned_value(attr_name_9,attr_value_148,1), assigned_value(attr_name_10,attr_value_148,1), assigned_value(attr_name_11,attr_value_148,1), assigned_value(attr_name_12,attr_value_147,1), assigned_value(attr_name_13,attr_value_148,1), assigned_value(attr_name_14,attr_value_148,1), assigned_value(attr_name_15,attr_value_147,1), assigned_value(attr_name_16,attr_value_148,1), assigned_value(attr_name_17,attr_value_147,1), assigned_value(attr_name_18,attr_value_147,1), assigned_value(attr_name_19,attr_value_148,1), assigned_value(attr_name_20,attr_value_148,1), assigned_value(attr_name_21,attr_value_148,1), assigned_value(attr_name_22,attr_value_147,1), assigned_value(attr_name_23,attr_value_147,1), assigned_value(attr_name_24,attr_value_147,1), assigned_value(evt_val_3,185,3), assigned_value(evt_val_4,50,4), assigned_value(evt_val_4,1058,5), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_3,3), trace(evt_val_4,4), trace(evt_val_4,5)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Generating variation trace: 1, events5, seed:971274459
DEBUG:ASP generator: Variation traces generated :[assigned_value(attr_name_0,attr_value_0,1), assigned_value(attr_name_0,attr_value_9,2), assigned_value(attr_name_0,attr_value_0,3), assigned_value(attr_name_0,attr_value_9,4), assigned_value(attr_name_0,attr_value_16,5), assigned_value(attr_name_1,attr_value_26,1), assigned_value(attr_name_1,attr_value_26,2), assigned_value(attr_name_1,attr_value_26,3), assigned_value(attr_name_1,attr_value_32,4), assigned_value(attr_name_1,attr_value_27,5), assigned_value(attr_name_2,20,1), assigned_value(attr_name_2,21,2), assigned_value(attr_name_2,22,3), assigned_value(attr_name_2,71,4), assigned_value(attr_name_2,24,5), assigned_value(attr_name_3,attr_value_147,1), assigned_value(attr_name_4,attr_value_148,1), assigned_value(attr_name_5,attr_value_148,1), assigned_value(attr_name_6,attr_value_147,1), assigned_value(attr_name_7,attr_value_148,1), assigned_value(attr_name_8,attr_value_148,1), assigned_value(attr_name_9,attr_value_148,1), assigned_value(attr_name_10,attr_value_147,1), assigned_value(attr_name_11,attr_value_148,1), assigned_value(attr_name_12,attr_value_148,1), assigned_value(attr_name_13,attr_value_148,1), assigned_value(attr_name_14,attr_value_147,1), assigned_value(attr_name_15,attr_value_147,1), assigned_value(attr_name_16,attr_value_148,1), assigned_value(attr_name_17,attr_value_147,1), assigned_value(attr_name_18,attr_value_148,1), assigned_value(attr_name_19,attr_value_148,1), assigned_value(attr_name_20,attr_value_147,1), assigned_value(attr_name_21,attr_value_147,1), assigned_value(attr_name_22,attr_value_147,1), assigned_value(attr_name_23,attr_value_147,1), assigned_value(attr_name_24,attr_value_148,1), assigned_value(evt_val_3,1327,4), assigned_value(evt_val_3,565,5), assigned_value(evt_val_4,3861,3), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_4,3), trace(evt_val_3,4), trace(evt_val_3,5)]
DEBUG:ASP generator: Clingo variation Result :SAT
DEBUG:ASP generator: Generating variation trace: 1, events5, seed:1052120247
DEBUG:ASP generator: Variation traces generated :[assigned_value(attr_name_0,attr_value_9,1), assigned_value(attr_name_0,attr_value_3,2), assigned_value(attr_name_0,attr_value_0,3), assigned_value(attr_name_0,attr_value_6,4), assigned_value(attr_name_0,attr_value_1,5), assigned_value(attr_name_1,attr_value_27,1), assigned_value(attr_name_1,attr_value_26,2), assigned_value(attr_name_1,attr_value_27,3), assigned_value(attr_name_1,attr_value_26,4), assigned_value(attr_name_1,attr_value_26,5), assigned_value(attr_name_2,20,1), assigned_value(attr_name_2,21,2), assigned_value(attr_name_2,21,3), assigned_value(attr_name_2,22,4), assigned_value(attr_name_2,20,5), assigned_value(attr_name_3,attr_value_147,1), assigned_value(attr_name_4,attr_value_147,1), assigned_value(attr_name_5,attr_value_147,1), assigned_value(attr_name_6,attr_value_147,1), assigned_value(attr_name_7,attr_value_147,1), assigned_value(attr_name_8,attr_value_147,1), assigned_value(attr_name_9,attr_value_147,1), assigned_value(attr_name_10,attr_value_147,1), assigned_value(attr_name_11,attr_value_147,1), assigned_value(attr_name_12,attr_value_147,1), assigned_value(attr_name_13,attr_value_147,1), assigned_value(attr_name_14,attr_value_148,1), assigned_value(attr_name_15,attr_value_148,1), assigned_value(attr_name_16,attr_value_148,1), assigned_value(attr_name_17,attr_value_148,1), assigned_value(attr_name_18,attr_value_147,1), assigned_value(attr_name_19,attr_value_147,1), assigned_value(attr_name_20,attr_value_148,1), assigned_value(attr_name_21,attr_value_148,1), assigned_value(attr_name_22,attr_value_147,1), assigned_value(attr_name_23,attr_value_148,1), assigned_value(attr_name_24,attr_value_148,1), assigned_value(evt_val_4,2445,3), assigned_value(evt_val_4,3858,4), assigned_value(evt_val_4,2966,5), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_4,3), trace(evt_val_4,4), trace(evt_val_4,5)]
DEBUG:ASP generator: Clingo variation Result :SAT
DEBUG:ASP generator: Generating trace:2/2 with events:5)
DEBUG:ASP generator: Initializing clingo trace(2/2) with length:5), Seed 2448167575
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_9,1), assigned_value(attr_name_0,attr_value_3,2), assigned_value(attr_name_0,attr_value_1,3), assigned_value(attr_name_0,attr_value_2,4), assigned_value(attr_name_0,attr_value_9,5), assigned_value(attr_name_1,attr_value_28,1), assigned_value(attr_name_1,attr_value_27,2), assigned_value(attr_name_1,attr_value_26,3), assigned_value(attr_name_1,attr_value_26,4), assigned_value(attr_name_1,attr_value_27,5), assigned_value(attr_name_2,20,1), assigned_value(attr_name_2,21,2), assigned_value(attr_name_2,22,3), assigned_value(attr_name_2,21,4), assigned_value(attr_name_2,20,5), assigned_value(attr_name_3,attr_value_147,1), assigned_value(attr_name_3,attr_value_148,4), assigned_value(attr_name_4,attr_value_147,1), assigned_value(attr_name_4,attr_value_147,4), assigned_value(attr_name_5,attr_value_147,1), assigned_value(attr_name_5,attr_value_147,4), assigned_value(attr_name_6,attr_value_147,1), assigned_value(attr_name_6,attr_value_147,4), assigned_value(attr_name_7,attr_value_148,1), assigned_value(attr_name_7,attr_value_148,4), assigned_value(attr_name_8,attr_value_148,1), assigned_value(attr_name_8,attr_value_147,4), assigned_value(attr_name_9,attr_value_148,1), assigned_value(attr_name_9,attr_value_147,4), assigned_value(attr_name_10,attr_value_147,1), assigned_value(attr_name_10,attr_value_147,4), assigned_value(attr_name_11,attr_value_147,1), assigned_value(attr_name_11,attr_value_148,4), assigned_value(attr_name_12,attr_value_148,1), assigned_value(attr_name_12,attr_value_147,4), assigned_value(attr_name_13,attr_value_147,1), assigned_value(attr_name_13,attr_value_147,4), assigned_value(attr_name_14,attr_value_148,1), assigned_value(attr_name_14,attr_value_148,4), assigned_value(attr_name_15,attr_value_148,1), assigned_value(attr_name_15,attr_value_148,4), assigned_value(attr_name_16,attr_value_147,1), assigned_value(attr_name_16,attr_value_148,4), assigned_value(attr_name_17,attr_value_148,1), assigned_value(attr_name_17,attr_value_147,4), assigned_value(attr_name_18,attr_value_147,1), assigned_value(attr_name_18,attr_value_148,4), assigned_value(attr_name_19,attr_value_147,1), assigned_value(attr_name_19,attr_value_148,4), assigned_value(attr_name_20,attr_value_147,1), assigned_value(attr_name_20,attr_value_147,4), assigned_value(attr_name_21,attr_value_148,1), assigned_value(attr_name_21,attr_value_148,4), assigned_value(attr_name_22,attr_value_147,1), assigned_value(attr_name_22,attr_value_147,4), assigned_value(attr_name_23,attr_value_148,1), assigned_value(attr_name_23,attr_value_147,4), assigned_value(attr_name_24,attr_value_147,1), assigned_value(attr_name_24,attr_value_147,4), assigned_value(evt_val_4,50,3), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_4,3), trace(evt_val_1,4), trace(evt_val_0,5)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Generating variation trace: 1, events5, seed:939515471
DEBUG:ASP generator: Variation traces generated :[assigned_value(attr_name_0,attr_value_9,1), assigned_value(attr_name_0,attr_value_9,2), assigned_value(attr_name_0,attr_value_0,3), assigned_value(attr_name_0,attr_value_0,4), assigned_value(attr_name_0,attr_value_1,5), assigned_value(attr_name_1,attr_value_26,1), assigned_value(attr_name_1,attr_value_28,2), assigned_value(attr_name_1,attr_value_27,3), assigned_value(attr_name_1,attr_value_26,4), assigned_value(attr_name_1,attr_value_26,5), assigned_value(attr_name_2,22,1), assigned_value(attr_name_2,20,2), assigned_value(attr_name_2,36,3), assigned_value(attr_name_2,20,4), assigned_value(attr_name_2,20,5), assigned_value(attr_name_3,attr_value_148,1), assigned_value(attr_name_4,attr_value_148,1), assigned_value(attr_name_5,attr_value_148,1), assigned_value(attr_name_6,attr_value_147,1), assigned_value(attr_name_7,attr_value_147,1), assigned_value(attr_name_8,attr_value_148,1), assigned_value(attr_name_9,attr_value_148,1), assigned_value(attr_name_10,attr_value_148,1), assigned_value(attr_name_11,attr_value_148,1), assigned_value(attr_name_12,attr_value_147,1), assigned_value(attr_name_13,attr_value_147,1), assigned_value(attr_name_14,attr_value_148,1), assigned_value(attr_name_15,attr_value_148,1), assigned_value(attr_name_16,attr_value_148,1), assigned_value(attr_name_17,attr_value_148,1), assigned_value(attr_name_18,attr_value_147,1), assigned_value(attr_name_19,attr_value_148,1), assigned_value(attr_name_20,attr_value_147,1), assigned_value(attr_name_21,attr_value_147,1), assigned_value(attr_name_22,attr_value_147,1), assigned_value(attr_name_23,attr_value_148,1), assigned_value(attr_name_24,attr_value_148,1), assigned_value(evt_val_3,2065,4), assigned_value(evt_val_4,4593,3), assigned_value(evt_val_4,3558,5), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_4,3), trace(evt_val_3,4), trace(evt_val_4,5)]
DEBUG:ASP generator: Clingo variation Result :SAT
DEBUG:ASP generator: Generating variation trace: 1, events5, seed:472388889
DEBUG:ASP generator: Variation traces generated :[assigned_value(attr_name_0,attr_value_1,1), assigned_value(attr_name_0,attr_value_9,2), assigned_value(attr_name_0,attr_value_4,3), assigned_value(attr_name_0,attr_value_9,4), assigned_value(attr_name_0,attr_value_10,5), assigned_value(attr_name_1,attr_value_27,1), assigned_value(attr_name_1,attr_value_27,2), assigned_value(attr_name_1,attr_value_27,3), assigned_value(attr_name_1,attr_value_27,4), assigned_value(attr_name_1,attr_value_27,5), assigned_value(attr_name_2,28,1), assigned_value(attr_name_2,21,2), assigned_value(attr_name_2,20,3), assigned_value(attr_name_2,21,4), assigned_value(attr_name_2,20,5), assigned_value(attr_name_3,attr_value_148,1), assigned_value(attr_name_4,attr_value_148,1), assigned_value(attr_name_5,attr_value_147,1), assigned_value(attr_name_6,attr_value_148,1), assigned_value(attr_name_7,attr_value_147,1), assigned_value(attr_name_8,attr_value_148,1), assigned_value(attr_name_9,attr_value_147,1), assigned_value(attr_name_10,attr_value_148,1), assigned_value(attr_name_11,attr_value_147,1), assigned_value(attr_name_12,attr_value_148,1), assigned_value(attr_name_13,attr_value_147,1), assigned_value(attr_name_14,attr_value_148,1), assigned_value(attr_name_15,attr_value_148,1), assigned_value(attr_name_16,attr_value_147,1), assigned_value(attr_name_17,attr_value_148,1), assigned_value(attr_name_18,attr_value_148,1), assigned_value(attr_name_19,attr_value_147,1), assigned_value(attr_name_20,attr_value_148,1), assigned_value(attr_name_21,attr_value_148,1), assigned_value(attr_name_22,attr_value_147,1), assigned_value(attr_name_23,attr_value_147,1), assigned_value(attr_name_24,attr_value_148,1), assigned_value(evt_val_3,2,4), assigned_value(evt_val_4,1412,3), assigned_value(evt_val_4,4871,5), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_4,3), trace(evt_val_3,4), trace(evt_val_4,5)]
DEBUG:ASP generator: Clingo variation Result :SAT
DEBUG:ASP generator: Total trace to generate and events: Traces:1, Events: 6, RandFrequency: 0.9
DEBUG:ASP generator: Generating trace:1/1 with events:6)
DEBUG:ASP generator: Initializing clingo trace(1/1) with length:6), Seed 302231836
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_9,1), assigned_value(attr_name_0,attr_value_4,2), assigned_value(attr_name_0,attr_value_1,3), assigned_value(attr_name_0,attr_value_0,4), assigned_value(attr_name_0,attr_value_3,5), assigned_value(attr_name_0,attr_value_3,6), assigned_value(attr_name_1,attr_value_28,1), assigned_value(attr_name_1,attr_value_26,2), assigned_value(attr_name_1,attr_value_26,3), assigned_value(attr_name_1,attr_value_26,4), assigned_value(attr_name_1,attr_value_88,5), assigned_value(attr_name_1,attr_value_26,6), assigned_value(attr_name_2,21,1), assigned_value(attr_name_2,20,2), assigned_value(attr_name_2,21,3), assigned_value(attr_name_2,20,4), assigned_value(attr_name_2,21,5), assigned_value(attr_name_2,21,6), assigned_value(attr_name_3,attr_value_147,1), assigned_value(attr_name_4,attr_value_147,1), assigned_value(attr_name_5,attr_value_147,1), assigned_value(attr_name_6,attr_value_148,1), assigned_value(attr_name_7,attr_value_148,1), assigned_value(attr_name_8,attr_value_147,1), assigned_value(attr_name_9,attr_value_148,1), assigned_value(attr_name_10,attr_value_147,1), assigned_value(attr_name_11,attr_value_148,1), assigned_value(attr_name_12,attr_value_148,1), assigned_value(attr_name_13,attr_value_148,1), assigned_value(attr_name_14,attr_value_148,1), assigned_value(attr_name_15,attr_value_147,1), assigned_value(attr_name_16,attr_value_148,1), assigned_value(attr_name_17,attr_value_148,1), assigned_value(attr_name_18,attr_value_147,1), assigned_value(attr_name_19,attr_value_147,1), assigned_value(attr_name_20,attr_value_148,1), assigned_value(attr_name_21,attr_value_147,1), assigned_value(attr_name_22,attr_value_147,1), assigned_value(attr_name_23,attr_value_148,1), assigned_value(attr_name_24,attr_value_147,1), assigned_value(evt_val_3,3426,5), assigned_value(evt_val_4,2115,3), assigned_value(evt_val_4,4522,4), assigned_value(evt_val_4,5238,6), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_4,3), trace(evt_val_4,4), trace(evt_val_3,5), trace(evt_val_4,6)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Generating variation trace: 1, events6, seed:53447332
DEBUG:ASP generator: Variation traces generated :[assigned_value(attr_name_0,attr_value_9,1), assigned_value(attr_name_0,attr_value_9,2), assigned_value(attr_name_0,attr_value_9,3), assigned_value(attr_name_0,attr_value_1,4), assigned_value(attr_name_0,attr_value_9,5), assigned_value(attr_name_0,attr_value_0,6), assigned_value(attr_name_1,attr_value_30,1), assigned_value(attr_name_1,attr_value_27,2), assigned_value(attr_name_1,attr_value_26,3), assigned_value(attr_name_1,attr_value_26,4), assigned_value(attr_name_1,attr_value_26,5), assigned_value(attr_name_1,attr_value_27,6), assigned_value(attr_name_2,20,1), assigned_value(attr_name_2,23,2), assigned_value(attr_name_2,21,3), assigned_value(attr_name_2,20,4), assigned_value(attr_name_2,20,5), assigned_value(attr_name_2,21,6), assigned_value(attr_name_3,attr_value_148,1), assigned_value(attr_name_4,attr_value_148,1), assigned_value(attr_name_5,attr_value_147,1), assigned_value(attr_name_6,attr_value_147,1), assigned_value(attr_name_7,attr_value_148,1), assigned_value(attr_name_8,attr_value_148,1), assigned_value(attr_name_9,attr_value_147,1), assigned_value(attr_name_10,attr_value_148,1), assigned_value(attr_name_11,attr_value_147,1), assigned_value(attr_name_12,attr_value_148,1), assigned_value(attr_name_13,attr_value_148,1), assigned_value(attr_name_14,attr_value_148,1), assigned_value(attr_name_15,attr_value_148,1), assigned_value(attr_name_16,attr_value_148,1), assigned_value(attr_name_17,attr_value_147,1), assigned_value(attr_name_18,attr_value_147,1), assigned_value(attr_name_19,attr_value_148,1), assigned_value(attr_name_20,attr_value_147,1), assigned_value(attr_name_21,attr_value_148,1), assigned_value(attr_name_22,attr_value_148,1), assigned_value(attr_name_23,attr_value_148,1), assigned_value(attr_name_24,attr_value_147,1), assigned_value(evt_val_3,2094,3), assigned_value(evt_val_3,1179,5), assigned_value(evt_val_4,778,4), assigned_value(evt_val_4,2623,6), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_3,3), trace(evt_val_4,4), trace(evt_val_3,5), trace(evt_val_4,6)]
DEBUG:ASP generator: Clingo variation Result :SAT
DEBUG:ASP generator: Generating variation trace: 1, events6, seed:569831146
DEBUG:ASP generator: Variation traces generated :[assigned_value(attr_name_0,attr_value_9,1), assigned_value(attr_name_0,attr_value_2,2), assigned_value(attr_name_0,attr_value_0,3), assigned_value(attr_name_0,attr_value_0,4), assigned_value(attr_name_0,attr_value_0,5), assigned_value(attr_name_0,attr_value_2,6), assigned_value(attr_name_1,attr_value_27,1), assigned_value(attr_name_1,attr_value_27,2), assigned_value(attr_name_1,attr_value_27,4), assigned_value(attr_name_1,attr_value_29,6), assigned_value(attr_name_2,24,1), assigned_value(attr_name_2,20,2), assigned_value(attr_name_2,20,4), assigned_value(attr_name_2,22,6), assigned_value(attr_name_3,attr_value_148,1), assigned_value(attr_name_4,attr_value_148,1), assigned_value(attr_name_5,attr_value_148,1), assigned_value(attr_name_6,attr_value_147,1), assigned_value(attr_name_7,attr_value_148,1), assigned_value(attr_name_8,attr_value_147,1), assigned_value(attr_name_9,attr_value_148,1), assigned_value(attr_name_10,attr_value_148,1), assigned_value(attr_name_11,attr_value_147,1), assigned_value(attr_name_12,attr_value_148,1), assigned_value(attr_name_13,attr_value_147,1), assigned_value(attr_name_14,attr_value_147,1), assigned_value(attr_name_15,attr_value_148,1), assigned_value(attr_name_16,attr_value_147,1), assigned_value(attr_name_17,attr_value_148,1), assigned_value(attr_name_18,attr_value_148,1), assigned_value(attr_name_19,attr_value_148,1), assigned_value(attr_name_20,attr_value_147,1), assigned_value(attr_name_21,attr_value_148,1), assigned_value(attr_name_22,attr_value_148,1), assigned_value(attr_name_23,attr_value_148,1), assigned_value(attr_name_24,attr_value_148,1), assigned_value(evt_val_4,5292,4), assigned_value(evt_val_4,52,6), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_11,3), trace(evt_val_4,4), trace(evt_val_12,5), trace(evt_val_4,6)]
DEBUG:ASP generator: Clingo variation Result :SAT
DEBUG:ASP generator: Total trace to generate and events: Traces:2, Events: 4, RandFrequency: 0.9
DEBUG:ASP generator: Generating trace:1/2 with events:4)
DEBUG:ASP generator: Initializing clingo trace(1/2) with length:4), Seed 3287421591
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_0,1), assigned_value(attr_name_0,attr_value_9,2), assigned_value(attr_name_0,attr_value_1,3), assigned_value(attr_name_0,attr_value_0,4), assigned_value(attr_name_1,attr_value_27,1), assigned_value(attr_name_1,attr_value_28,2), assigned_value(attr_name_1,attr_value_26,3), assigned_value(attr_name_1,attr_value_29,4), assigned_value(attr_name_2,20,1), assigned_value(attr_name_2,26,2), assigned_value(attr_name_2,22,3), assigned_value(attr_name_2,23,4), assigned_value(attr_name_3,attr_value_148,1), assigned_value(attr_name_4,attr_value_148,1), assigned_value(attr_name_5,attr_value_148,1), assigned_value(attr_name_6,attr_value_148,1), assigned_value(attr_name_7,attr_value_148,1), assigned_value(attr_name_8,attr_value_147,1), assigned_value(attr_name_9,attr_value_147,1), assigned_value(attr_name_10,attr_value_147,1), assigned_value(attr_name_11,attr_value_148,1), assigned_value(attr_name_12,attr_value_147,1), assigned_value(attr_name_13,attr_value_147,1), assigned_value(attr_name_14,attr_value_148,1), assigned_value(attr_name_15,attr_value_148,1), assigned_value(attr_name_16,attr_value_147,1), assigned_value(attr_name_17,attr_value_147,1), assigned_value(attr_name_18,attr_value_148,1), assigned_value(attr_name_19,attr_value_147,1), assigned_value(attr_name_20,attr_value_147,1), assigned_value(attr_name_21,attr_value_147,1), assigned_value(attr_name_22,attr_value_148,1), assigned_value(attr_name_23,attr_value_148,1), assigned_value(attr_name_24,attr_value_148,1), assigned_value(evt_val_4,50,3), assigned_value(evt_val_4,50,4), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_4,3), trace(evt_val_4,4)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Generating variation trace: 1, events4, seed:170419356
DEBUG:ASP generator: Variation traces generated :[assigned_value(attr_name_0,attr_value_9,1), assigned_value(attr_name_0,attr_value_0,2), assigned_value(attr_name_0,attr_value_2,3), assigned_value(attr_name_0,attr_value_1,4), assigned_value(attr_name_1,attr_value_26,1), assigned_value(attr_name_1,attr_value_26,2), assigned_value(attr_name_1,attr_value_28,3), assigned_value(attr_name_1,attr_value_27,4), assigned_value(attr_name_2,23,1), assigned_value(attr_name_2,21,2), assigned_value(attr_name_2,21,3), assigned_value(attr_name_2,20,4), assigned_value(attr_name_3,attr_value_147,1), assigned_value(attr_name_4,attr_value_147,1), assigned_value(attr_name_5,attr_value_147,1), assigned_value(attr_name_6,attr_value_147,1), assigned_value(attr_name_7,attr_value_147,1), assigned_value(attr_name_8,attr_value_148,1), assigned_value(attr_name_9,attr_value_147,1), assigned_value(attr_name_10,attr_value_148,1), assigned_value(attr_name_11,attr_value_147,1), assigned_value(attr_name_12,attr_value_147,1), assigned_value(attr_name_13,attr_value_147,1), assigned_value(attr_name_14,attr_value_147,1), assigned_value(attr_name_15,attr_value_148,1), assigned_value(attr_name_16,attr_value_147,1), assigned_value(attr_name_17,attr_value_148,1), assigned_value(attr_name_18,attr_value_147,1), assigned_value(attr_name_19,attr_value_148,1), assigned_value(attr_name_20,attr_value_148,1), assigned_value(attr_name_21,attr_value_147,1), assigned_value(attr_name_22,attr_value_148,1), assigned_value(attr_name_23,attr_value_147,1), assigned_value(attr_name_24,attr_value_148,1), assigned_value(evt_val_4,5150,3), assigned_value(evt_val_4,52,4), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_4,3), trace(evt_val_4,4)]
DEBUG:ASP generator: Clingo variation Result :SAT
DEBUG:ASP generator: Generating variation trace: 1, events4, seed:479058801
DEBUG:ASP generator: Variation traces generated :[assigned_value(attr_name_0,attr_value_2,1), assigned_value(attr_name_0,attr_value_9,2), assigned_value(attr_name_0,attr_value_1,3), assigned_value(attr_name_0,attr_value_0,4), assigned_value(attr_name_1,attr_value_28,1), assigned_value(attr_name_1,attr_value_27,2), assigned_value(attr_name_1,attr_value_26,3), assigned_value(attr_name_1,attr_value_27,4), assigned_value(attr_name_2,21,1), assigned_value(attr_name_2,20,2), assigned_value(attr_name_2,22,3), assigned_value(attr_name_2,21,4), assigned_value(attr_name_3,attr_value_148,1), assigned_value(attr_name_4,attr_value_148,1), assigned_value(attr_name_5,attr_value_147,1), assigned_value(attr_name_6,attr_value_148,1), assigned_value(attr_name_7,attr_value_148,1), assigned_value(attr_name_8,attr_value_147,1), assigned_value(attr_name_9,attr_value_147,1), assigned_value(attr_name_10,attr_value_148,1), assigned_value(attr_name_11,attr_value_148,1), assigned_value(attr_name_12,attr_value_147,1), assigned_value(attr_name_13,attr_value_147,1), assigned_value(attr_name_14,attr_value_147,1), assigned_value(attr_name_15,attr_value_147,1), assigned_value(attr_name_16,attr_value_147,1), assigned_value(attr_name_17,attr_value_148,1), assigned_value(attr_name_18,attr_value_147,1), assigned_value(attr_name_19,attr_value_147,1), assigned_value(attr_name_20,attr_value_147,1), assigned_value(attr_name_21,attr_value_148,1), assigned_value(attr_name_22,attr_value_147,1), assigned_value(attr_name_23,attr_value_147,1), assigned_value(attr_name_24,attr_value_147,1), assigned_value(evt_val_4,5433,3), assigned_value(evt_val_4,51,4), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_4,3), trace(evt_val_4,4)]
DEBUG:ASP generator: Clingo variation Result :SAT
DEBUG:ASP generator: Generating trace:2/2 with events:4)
DEBUG:ASP generator: Initializing clingo trace(2/2) with length:4), Seed 2303682148
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_9,1), assigned_value(attr_name_0,attr_value_3,2), assigned_value(attr_name_0,attr_value_11,3), assigned_value(attr_name_0,attr_value_0,4), assigned_value(attr_name_1,attr_value_26,1), assigned_value(attr_name_1,attr_value_27,2), assigned_value(attr_name_1,attr_value_27,3), assigned_value(attr_name_1,attr_value_29,4), assigned_value(attr_name_2,21,1), assigned_value(attr_name_2,21,2), assigned_value(attr_name_2,20,3), assigned_value(attr_name_2,20,4), assigned_value(attr_name_3,attr_value_147,1), assigned_value(attr_name_4,attr_value_148,1), assigned_value(attr_name_5,attr_value_148,1), assigned_value(attr_name_6,attr_value_147,1), assigned_value(attr_name_7,attr_value_148,1), assigned_value(attr_name_8,attr_value_147,1), assigned_value(attr_name_9,attr_value_148,1), assigned_value(attr_name_10,attr_value_147,1), assigned_value(attr_name_11,attr_value_148,1), assigned_value(attr_name_12,attr_value_148,1), assigned_value(attr_name_13,attr_value_147,1), assigned_value(attr_name_14,attr_value_147,1), assigned_value(attr_name_15,attr_value_147,1), assigned_value(attr_name_16,attr_value_148,1), assigned_value(attr_name_17,attr_value_147,1), assigned_value(attr_name_18,attr_value_147,1), assigned_value(attr_name_19,attr_value_147,1), assigned_value(attr_name_20,attr_value_147,1), assigned_value(attr_name_21,attr_value_148,1), assigned_value(attr_name_22,attr_value_148,1), assigned_value(attr_name_23,attr_value_147,1), assigned_value(attr_name_24,attr_value_148,1), assigned_value(evt_val_3,1966,3), assigned_value(evt_val_4,2356,4), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_3,3), trace(evt_val_4,4)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Generating variation trace: 1, events4, seed:162008132
DEBUG:ASP generator: Variation traces generated :[assigned_value(attr_name_0,attr_value_0,1), assigned_value(attr_name_0,attr_value_9,2), assigned_value(attr_name_0,attr_value_2,3), assigned_value(attr_name_0,attr_value_0,4), assigned_value(attr_name_1,attr_value_26,1), assigned_value(attr_name_1,attr_value_32,2), assigned_value(attr_name_1,attr_value_27,3), assigned_value(attr_name_1,attr_value_26,4), assigned_value(attr_name_2,22,1), assigned_value(attr_name_2,21,2), assigned_value(attr_name_2,24,3), assigned_value(attr_name_2,20,4), assigned_value(attr_name_3,attr_value_147,1), assigned_value(attr_name_4,attr_value_147,1), assigned_value(attr_name_5,attr_value_147,1), assigned_value(attr_name_6,attr_value_148,1), assigned_value(attr_name_7,attr_value_147,1), assigned_value(attr_name_8,attr_value_147,1), assigned_value(attr_name_9,attr_value_148,1), assigned_value(attr_name_10,attr_value_147,1), assigned_value(attr_name_11,attr_value_148,1), assigned_value(attr_name_12,attr_value_147,1), assigned_value(attr_name_13,attr_value_148,1), assigned_value(attr_name_14,attr_value_147,1), assigned_value(attr_name_15,attr_value_148,1), assigned_value(attr_name_16,attr_value_147,1), assigned_value(attr_name_17,attr_value_148,1), assigned_value(attr_name_18,attr_value_147,1), assigned_value(attr_name_19,attr_value_147,1), assigned_value(attr_name_20,attr_value_148,1), assigned_value(attr_name_21,attr_value_148,1), assigned_value(attr_name_22,attr_value_148,1), assigned_value(attr_name_23,attr_value_148,1), assigned_value(attr_name_24,attr_value_148,1), assigned_value(evt_val_3,888,3), assigned_value(evt_val_4,4047,4), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_3,3), trace(evt_val_4,4)]
DEBUG:ASP generator: Clingo variation Result :SAT
DEBUG:ASP generator: Generating variation trace: 1, events4, seed:982473847
DEBUG:ASP generator: Variation traces generated :[assigned_value(attr_name_0,attr_value_0,1), assigned_value(attr_name_0,attr_value_0,2), assigned_value(attr_name_0,attr_value_3,3), assigned_value(attr_name_0,attr_value_0,4), assigned_value(attr_name_1,attr_value_26,1), assigned_value(attr_name_1,attr_value_26,2), assigned_value(attr_name_1,attr_value_27,3), assigned_value(attr_name_1,attr_value_28,4), assigned_value(attr_name_2,20,1), assigned_value(attr_name_2,20,2), assigned_value(attr_name_2,20,3), assigned_value(attr_name_2,20,4), assigned_value(attr_name_3,attr_value_147,1), assigned_value(attr_name_4,attr_value_147,1), assigned_value(attr_name_5,attr_value_148,1), assigned_value(attr_name_6,attr_value_148,1), assigned_value(attr_name_7,attr_value_148,1), assigned_value(attr_name_8,attr_value_148,1), assigned_value(attr_name_9,attr_value_148,1), assigned_value(attr_name_10,attr_value_148,1), assigned_value(attr_name_11,attr_value_147,1), assigned_value(attr_name_12,attr_value_147,1), assigned_value(attr_name_13,attr_value_148,1), assigned_value(attr_name_14,attr_value_147,1), assigned_value(attr_name_15,attr_value_148,1), assigned_value(attr_name_16,attr_value_147,1), assigned_value(attr_name_17,attr_value_147,1), assigned_value(attr_name_18,attr_value_148,1), assigned_value(attr_name_19,attr_value_147,1), assigned_value(attr_name_20,attr_value_148,1), assigned_value(attr_name_21,attr_value_148,1), assigned_value(attr_name_22,attr_value_147,1), assigned_value(attr_name_23,attr_value_148,1), assigned_value(attr_name_24,attr_value_147,1), assigned_value(evt_val_3,2,4), assigned_value(evt_val_4,2899,3), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_4,3), trace(evt_val_3,4)]
DEBUG:ASP generator: Clingo variation Result :SAT
DEBUG:ASP generator: Total trace to generate and events: Traces:2, Events: 9, RandFrequency: 0.9
DEBUG:ASP generator: Generating trace:1/2 with events:9)
DEBUG:ASP generator: Initializing clingo trace(1/2) with length:9), Seed 3043960679
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_9,1), assigned_value(attr_name_0,attr_value_0,2), assigned_value(attr_name_0,attr_value_9,3), assigned_value(attr_name_0,attr_value_0,4), assigned_value(attr_name_0,attr_value_2,5), assigned_value(attr_name_0,attr_value_0,6), assigned_value(attr_name_0,attr_value_8,7), assigned_value(attr_name_0,attr_value_0,8), assigned_value(attr_name_0,attr_value_0,9), assigned_value(attr_name_1,attr_value_26,1), assigned_value(attr_name_1,attr_value_28,2), assigned_value(attr_name_1,attr_value_26,3), assigned_value(attr_name_1,attr_value_26,5), assigned_value(attr_name_1,attr_value_28,6), assigned_value(attr_name_1,attr_value_26,7), assigned_value(attr_name_1,attr_value_26,8), assigned_value(attr_name_1,attr_value_26,9), assigned_value(attr_name_2,21,1), assigned_value(attr_name_2,22,2), assigned_value(attr_name_2,24,3), assigned_value(attr_name_2,22,5), assigned_value(attr_name_2,21,6), assigned_value(attr_name_2,21,7), assigned_value(attr_name_2,20,8), assigned_value(attr_name_2,20,9), assigned_value(attr_name_3,attr_value_147,1), assigned_value(attr_name_4,attr_value_148,1), assigned_value(attr_name_5,attr_value_148,1), assigned_value(attr_name_6,attr_value_148,1), assigned_value(attr_name_7,attr_value_148,1), assigned_value(attr_name_8,attr_value_148,1), assigned_value(attr_name_9,attr_value_148,1), assigned_value(attr_name_10,attr_value_147,1), assigned_value(attr_name_11,attr_value_148,1), assigned_value(attr_name_12,attr_value_148,1), assigned_value(attr_name_13,attr_value_148,1), assigned_value(attr_name_14,attr_value_147,1), assigned_value(attr_name_15,attr_value_148,1), assigned_value(attr_name_16,attr_value_148,1), assigned_value(attr_name_17,attr_value_147,1), assigned_value(attr_name_18,attr_value_147,1), assigned_value(attr_name_19,attr_value_148,1), assigned_value(attr_name_20,attr_value_147,1), assigned_value(attr_name_21,attr_value_147,1), assigned_value(attr_name_22,attr_value_148,1), assigned_value(attr_name_23,attr_value_148,1), assigned_value(attr_name_24,attr_value_148,1), assigned_value(evt_val_3,2,3), assigned_value(evt_val_3,1796,5), assigned_value(evt_val_3,2,7), assigned_value(evt_val_3,2731,9), assigned_value(evt_val_4,4186,6), assigned_value(evt_val_4,1623,8), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_3,3), trace(evt_val_12,4), trace(evt_val_3,5), trace(evt_val_4,6), trace(evt_val_3,7), trace(evt_val_4,8), trace(evt_val_3,9)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Generating variation trace: 1, events9, seed:582016471
DEBUG:ASP generator: Variation traces generated :[assigned_value(attr_name_0,attr_value_5,1), assigned_value(attr_name_0,attr_value_9,2), assigned_value(attr_name_0,attr_value_2,3), assigned_value(attr_name_0,attr_value_6,4), assigned_value(attr_name_0,attr_value_1,5), assigned_value(attr_name_0,attr_value_0,6), assigned_value(attr_name_0,attr_value_1,7), assigned_value(attr_name_0,attr_value_4,8), assigned_value(attr_name_0,attr_value_0,9), assigned_value(attr_name_1,attr_value_26,1), assigned_value(attr_name_1,attr_value_27,2), assigned_value(attr_name_1,attr_value_26,3), assigned_value(attr_name_1,attr_value_27,4), assigned_value(attr_name_1,attr_value_27,5), assigned_value(attr_name_1,attr_value_26,6), assigned_value(attr_name_1,attr_value_26,7), assigned_value(attr_name_1,attr_value_29,8), assigned_value(attr_name_1,attr_value_27,9), assigned_value(attr_name_2,20,1), assigned_value(attr_name_2,23,2), assigned_value(attr_name_2,20,3), assigned_value(attr_name_2,20,4), assigned_value(attr_name_2,21,5), assigned_value(attr_name_2,20,6), assigned_value(attr_name_2,20,7), assigned_value(attr_name_2,23,8), assigned_value(attr_name_2,20,9), assigned_value(attr_name_3,attr_value_147,1), assigned_value(attr_name_4,attr_value_147,1), assigned_value(attr_name_5,attr_value_148,1), assigned_value(attr_name_6,attr_value_147,1), assigned_value(attr_name_7,attr_value_147,1), assigned_value(attr_name_8,attr_value_147,1), assigned_value(attr_name_9,attr_value_147,1), assigned_value(attr_name_10,attr_value_148,1), assigned_value(attr_name_11,attr_value_147,1), assigned_value(attr_name_12,attr_value_148,1), assigned_value(attr_name_13,attr_value_148,1), assigned_value(attr_name_14,attr_value_148,1), assigned_value(attr_name_15,attr_value_148,1), assigned_value(attr_name_16,attr_value_147,1), assigned_value(attr_name_17,attr_value_148,1), assigned_value(attr_name_18,attr_value_148,1), assigned_value(attr_name_19,attr_value_147,1), assigned_value(attr_name_20,attr_value_148,1), assigned_value(attr_name_21,attr_value_148,1), assigned_value(attr_name_22,attr_value_148,1), assigned_value(attr_name_23,attr_value_147,1), assigned_value(attr_name_24,attr_value_148,1), assigned_value(evt_val_3,2163,6), assigned_value(evt_val_3,1088,9), assigned_value(evt_val_4,51,3), assigned_value(evt_val_4,4659,4), assigned_value(evt_val_4,51,5), assigned_value(evt_val_4,50,7), assigned_value(evt_val_4,52,8), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_4,3), trace(evt_val_4,4), trace(evt_val_4,5), trace(evt_val_3,6), trace(evt_val_4,7), trace(evt_val_4,8), trace(evt_val_3,9)]
DEBUG:ASP generator: Clingo variation Result :SAT
DEBUG:ASP generator: Generating variation trace: 1, events9, seed:1043961529
DEBUG:ASP generator: Variation traces generated :[assigned_value(attr_name_0,attr_value_9,1), assigned_value(attr_name_0,attr_value_9,2), assigned_value(attr_name_0,attr_value_9,3), assigned_value(attr_name_0,attr_value_2,4), assigned_value(attr_name_0,attr_value_1,5), assigned_value(attr_name_0,attr_value_9,6), assigned_value(attr_name_0,attr_value_3,7), assigned_value(attr_name_0,attr_value_6,8), assigned_value(attr_name_0,attr_value_9,9), assigned_value(attr_name_1,attr_value_30,1), assigned_value(attr_name_1,attr_value_26,2), assigned_value(attr_name_1,attr_value_26,3), assigned_value(attr_name_1,attr_value_26,4), assigned_value(attr_name_1,attr_value_28,5), assigned_value(attr_name_1,attr_value_27,6), assigned_value(attr_name_1,attr_value_26,7), assigned_value(attr_name_1,attr_value_27,8), assigned_value(attr_name_1,attr_value_26,9), assigned_value(attr_name_2,20,1), assigned_value(attr_name_2,20,2), assigned_value(attr_name_2,20,3), assigned_value(attr_name_2,21,4), assigned_value(attr_name_2,20,5), assigned_value(attr_name_2,20,6), assigned_value(attr_name_2,20,7), assigned_value(attr_name_2,23,8), assigned_value(attr_name_2,24,9), assigned_value(attr_name_3,attr_value_147,1), assigned_value(attr_name_4,attr_value_147,1), assigned_value(attr_name_5,attr_value_148,1), assigned_value(attr_name_6,attr_value_147,1), assigned_value(attr_name_7,attr_value_148,1), assigned_value(attr_name_8,attr_value_147,1), assigned_value(attr_name_9,attr_value_147,1), assigned_value(attr_name_10,attr_value_148,1), assigned_value(attr_name_11,attr_value_147,1), assigned_value(attr_name_12,attr_value_147,1), assigned_value(attr_name_13,attr_value_148,1), assigned_value(attr_name_14,attr_value_148,1), assigned_value(attr_name_15,attr_value_148,1), assigned_value(attr_name_16,attr_value_148,1), assigned_value(attr_name_17,attr_value_148,1), assigned_value(attr_name_18,attr_value_148,1), assigned_value(attr_name_19,attr_value_147,1), assigned_value(attr_name_20,attr_value_148,1), assigned_value(attr_name_21,attr_value_147,1), assigned_value(attr_name_22,attr_value_147,1), assigned_value(attr_name_23,attr_value_148,1), assigned_value(attr_name_24,attr_value_148,1), assigned_value(evt_val_3,1846,3), assigned_value(evt_val_3,2,4), assigned_value(evt_val_3,2465,6), assigned_value(evt_val_3,2840,9), assigned_value(evt_val_4,51,5), assigned_value(evt_val_4,166,7), assigned_value(evt_val_4,2875,8), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_3,3), trace(evt_val_3,4), trace(evt_val_4,5), trace(evt_val_3,6), trace(evt_val_4,7), trace(evt_val_4,8), trace(evt_val_3,9)]
DEBUG:ASP generator: Clingo variation Result :SAT
DEBUG:ASP generator: Generating trace:2/2 with events:9)
DEBUG:ASP generator: Initializing clingo trace(2/2) with length:9), Seed 2875459383
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_0,1), assigned_value(attr_name_0,attr_value_0,2), assigned_value(attr_name_0,attr_value_9,3), assigned_value(attr_name_0,attr_value_0,4), assigned_value(attr_name_0,attr_value_9,5), assigned_value(attr_name_0,attr_value_0,6), assigned_value(attr_name_0,attr_value_2,7), assigned_value(attr_name_0,attr_value_1,8), assigned_value(attr_name_0,attr_value_9,9), assigned_value(attr_name_1,attr_value_27,1), assigned_value(attr_name_1,attr_value_26,2), assigned_value(attr_name_1,attr_value_26,3), assigned_value(attr_name_1,attr_value_28,4), assigned_value(attr_name_1,attr_value_30,5), assigned_value(attr_name_1,attr_value_27,6), assigned_value(attr_name_1,attr_value_26,7), assigned_value(attr_name_1,attr_value_27,8), assigned_value(attr_name_1,attr_value_28,9), assigned_value(attr_name_2,21,1), assigned_value(attr_name_2,20,2), assigned_value(attr_name_2,22,3), assigned_value(attr_name_2,22,4), assigned_value(attr_name_2,20,5), assigned_value(attr_name_2,20,6), assigned_value(attr_name_2,20,7), assigned_value(attr_name_2,21,8), assigned_value(attr_name_2,27,9), assigned_value(attr_name_3,attr_value_148,1), assigned_value(attr_name_4,attr_value_147,1), assigned_value(attr_name_5,attr_value_147,1), assigned_value(attr_name_6,attr_value_148,1), assigned_value(attr_name_7,attr_value_147,1), assigned_value(attr_name_8,attr_value_148,1), assigned_value(attr_name_9,attr_value_147,1), assigned_value(attr_name_10,attr_value_147,1), assigned_value(attr_name_11,attr_value_148,1), assigned_value(attr_name_12,attr_value_148,1), assigned_value(attr_name_13,attr_value_147,1), assigned_value(attr_name_14,attr_value_147,1), assigned_value(attr_name_15,attr_value_147,1), assigned_value(attr_name_16,attr_value_147,1), assigned_value(attr_name_17,attr_value_147,1), assigned_value(attr_name_18,attr_value_147,1), assigned_value(attr_name_19,attr_value_147,1), assigned_value(attr_name_20,attr_value_147,1), assigned_value(attr_name_21,attr_value_148,1), assigned_value(attr_name_22,attr_value_148,1), assigned_value(attr_name_23,attr_value_147,1), assigned_value(attr_name_24,attr_value_147,1), assigned_value(evt_val_3,2,3), assigned_value(evt_val_3,3708,5), assigned_value(evt_val_3,1137,6), assigned_value(evt_val_3,3007,7), assigned_value(evt_val_3,3653,8), assigned_value(evt_val_3,1569,9), assigned_value(evt_val_4,50,4), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_3,3), trace(evt_val_4,4), trace(evt_val_3,5), trace(evt_val_3,6), trace(evt_val_3,7), trace(evt_val_3,8), trace(evt_val_3,9)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Generating variation trace: 1, events9, seed:65176395
DEBUG:ASP generator: Variation traces generated :[assigned_value(attr_name_0,attr_value_9,1), assigned_value(attr_name_0,attr_value_0,2), assigned_value(attr_name_0,attr_value_9,3), assigned_value(attr_name_0,attr_value_9,4), assigned_value(attr_name_0,attr_value_0,5), assigned_value(attr_name_0,attr_value_0,6), assigned_value(attr_name_0,attr_value_0,7), assigned_value(attr_name_0,attr_value_0,8), assigned_value(attr_name_0,attr_value_9,9), assigned_value(attr_name_1,attr_value_28,1), assigned_value(attr_name_1,attr_value_26,2), assigned_value(attr_name_1,attr_value_28,3), assigned_value(attr_name_1,attr_value_26,4), assigned_value(attr_name_1,attr_value_26,5), assigned_value(attr_name_1,attr_value_26,6), assigned_value(attr_name_1,attr_value_118,7), assigned_value(attr_name_1,attr_value_27,9), assigned_value(attr_name_2,21,1), assigned_value(attr_name_2,22,2), assigned_value(attr_name_2,20,3), assigned_value(attr_name_2,20,4), assigned_value(attr_name_2,20,5), assigned_value(attr_name_2,21,6), assigned_value(attr_name_2,20,7), assigned_value(attr_name_2,21,9), assigned_value(attr_name_3,attr_value_148,1), assigned_value(attr_name_4,attr_value_147,1), assigned_value(attr_name_5,attr_value_147,1), assigned_value(attr_name_6,attr_value_147,1), assigned_value(attr_name_7,attr_value_148,1), assigned_value(attr_name_8,attr_value_148,1), assigned_value(attr_name_9,attr_value_148,1), assigned_value(attr_name_10,attr_value_148,1), assigned_value(attr_name_11,attr_value_147,1), assigned_value(attr_name_12,attr_value_147,1), assigned_value(attr_name_13,attr_value_147,1), assigned_value(attr_name_14,attr_value_148,1), assigned_value(attr_name_15,attr_value_148,1), assigned_value(attr_name_16,attr_value_147,1), assigned_value(attr_name_17,attr_value_147,1), assigned_value(attr_name_18,attr_value_148,1), assigned_value(attr_name_19,attr_value_147,1), assigned_value(attr_name_20,attr_value_148,1), assigned_value(attr_name_21,attr_value_147,1), assigned_value(attr_name_22,attr_value_147,1), assigned_value(attr_name_23,attr_value_147,1), assigned_value(attr_name_24,attr_value_147,1), assigned_value(evt_val_3,2414,4), assigned_value(evt_val_3,1318,5), assigned_value(evt_val_3,2,9), assigned_value(evt_val_4,147,3), assigned_value(evt_val_4,5635,7), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_4,3), trace(evt_val_3,4), trace(evt_val_3,5), trace(evt_val_8,6), trace(evt_val_4,7), trace(evt_val_10,8), trace(evt_val_3,9)]
DEBUG:ASP generator: Clingo variation Result :SAT
DEBUG:ASP generator: Generating variation trace: 1, events9, seed:119873007
DEBUG:ASP generator: Variation traces generated :[assigned_value(attr_name_0,attr_value_9,1), assigned_value(attr_name_0,attr_value_9,2), assigned_value(attr_name_0,attr_value_9,3), assigned_value(attr_name_0,attr_value_0,4), assigned_value(attr_name_0,attr_value_2,5), assigned_value(attr_name_0,attr_value_9,6), assigned_value(attr_name_0,attr_value_2,7), assigned_value(attr_name_0,attr_value_3,8), assigned_value(attr_name_0,attr_value_9,9), assigned_value(attr_name_1,attr_value_27,1), assigned_value(attr_name_1,attr_value_26,2), assigned_value(attr_name_1,attr_value_26,3), assigned_value(attr_name_1,attr_value_26,4), assigned_value(attr_name_1,attr_value_30,5), assigned_value(attr_name_1,attr_value_29,7), assigned_value(attr_name_1,attr_value_26,8), assigned_value(attr_name_1,attr_value_37,9), assigned_value(attr_name_2,20,1), assigned_value(attr_name_2,21,2), assigned_value(attr_name_2,21,3), assigned_value(attr_name_2,21,4), assigned_value(attr_name_2,20,5), assigned_value(attr_name_2,21,7), assigned_value(attr_name_2,23,8), assigned_value(attr_name_2,20,9), assigned_value(attr_name_3,attr_value_148,1), assigned_value(attr_name_4,attr_value_147,1), assigned_value(attr_name_5,attr_value_148,1), assigned_value(attr_name_6,attr_value_147,1), assigned_value(attr_name_7,attr_value_147,1), assigned_value(attr_name_8,attr_value_148,1), assigned_value(attr_name_9,attr_value_148,1), assigned_value(attr_name_10,attr_value_147,1), assigned_value(attr_name_11,attr_value_147,1), assigned_value(attr_name_12,attr_value_147,1), assigned_value(attr_name_13,attr_value_147,1), assigned_value(attr_name_14,attr_value_148,1), assigned_value(attr_name_15,attr_value_148,1), assigned_value(attr_name_16,attr_value_148,1), assigned_value(attr_name_17,attr_value_148,1), assigned_value(attr_name_18,attr_value_147,1), assigned_value(attr_name_19,attr_value_147,1), assigned_value(attr_name_20,attr_value_147,1), assigned_value(attr_name_21,attr_value_148,1), assigned_value(attr_name_22,attr_value_148,1), assigned_value(attr_name_23,attr_value_148,1), assigned_value(attr_name_24,attr_value_147,1), assigned_value(evt_val_3,1745,3), assigned_value(evt_val_3,1669,9), assigned_value(evt_val_4,2233,4), assigned_value(evt_val_4,50,5), assigned_value(evt_val_4,2701,7), assigned_value(evt_val_4,4393,8), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_3,3), trace(evt_val_4,4), trace(evt_val_4,5), trace(evt_val_12,6), trace(evt_val_4,7), trace(evt_val_4,8), trace(evt_val_3,9)]
DEBUG:ASP generator: Clingo variation Result :SAT
DEBUG:ASP generator: Total trace to generate and events: Traces:1, Events: 3, RandFrequency: 0.9
DEBUG:ASP generator: Generating trace:1/1 with events:3)
DEBUG:ASP generator: Initializing clingo trace(1/1) with length:3), Seed 1509807103
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_1,1), assigned_value(attr_name_1,attr_value_26,1), assigned_value(attr_name_2,20,1), assigned_value(attr_name_3,attr_value_148,1), assigned_value(attr_name_4,attr_value_148,1), assigned_value(attr_name_5,attr_value_148,1), assigned_value(attr_name_6,attr_value_148,1), assigned_value(attr_name_7,attr_value_147,1), assigned_value(attr_name_8,attr_value_148,1), assigned_value(attr_name_9,attr_value_147,1), assigned_value(attr_name_10,attr_value_147,1), assigned_value(attr_name_11,attr_value_147,1), assigned_value(attr_name_12,attr_value_147,1), assigned_value(attr_name_13,attr_value_148,1), assigned_value(attr_name_14,attr_value_147,1), assigned_value(attr_name_15,attr_value_148,1), assigned_value(attr_name_16,attr_value_147,1), assigned_value(attr_name_17,attr_value_148,1), assigned_value(attr_name_18,attr_value_147,1), assigned_value(attr_name_19,attr_value_148,1), assigned_value(attr_name_20,attr_value_147,1), assigned_value(attr_name_21,attr_value_147,1), assigned_value(attr_name_22,attr_value_147,1), assigned_value(attr_name_23,attr_value_148,1), assigned_value(attr_name_24,attr_value_148,1), assigned_value(attr_name_0,attr_value_0,2), assigned_value(attr_name_1,attr_value_26,2), assigned_value(attr_name_2,22,2), assigned_value(attr_name_0,attr_value_0,3), assigned_value(attr_name_1,attr_value_27,3), assigned_value(attr_name_2,20,3), assigned_value(evt_val_4,1661,3), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_4,3)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Generating variation trace: 1, events3, seed:207768041
DEBUG:ASP generator: Variation traces generated :[assigned_value(attr_name_0,attr_value_2,1), assigned_value(attr_name_1,attr_value_26,1), assigned_value(attr_name_2,21,1), assigned_value(attr_name_3,attr_value_147,1), assigned_value(attr_name_4,attr_value_147,1), assigned_value(attr_name_5,attr_value_147,1), assigned_value(attr_name_6,attr_value_148,1), assigned_value(attr_name_7,attr_value_147,1), assigned_value(attr_name_8,attr_value_148,1), assigned_value(attr_name_9,attr_value_147,1), assigned_value(attr_name_10,attr_value_147,1), assigned_value(attr_name_11,attr_value_148,1), assigned_value(attr_name_12,attr_value_148,1), assigned_value(attr_name_13,attr_value_148,1), assigned_value(attr_name_14,attr_value_147,1), assigned_value(attr_name_15,attr_value_148,1), assigned_value(attr_name_16,attr_value_148,1), assigned_value(attr_name_17,attr_value_148,1), assigned_value(attr_name_18,attr_value_148,1), assigned_value(attr_name_19,attr_value_147,1), assigned_value(attr_name_20,attr_value_148,1), assigned_value(attr_name_21,attr_value_147,1), assigned_value(attr_name_22,attr_value_147,1), assigned_value(attr_name_23,attr_value_147,1), assigned_value(attr_name_24,attr_value_147,1), assigned_value(attr_name_0,attr_value_0,2), assigned_value(attr_name_1,attr_value_26,2), assigned_value(attr_name_2,20,2), assigned_value(attr_name_0,attr_value_0,3), assigned_value(attr_name_1,attr_value_26,3), assigned_value(attr_name_2,20,3), assigned_value(evt_val_4,1904,3), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_4,3)]
DEBUG:ASP generator: Clingo variation Result :SAT
DEBUG:ASP generator: Generating variation trace: 1, events3, seed:680752472
DEBUG:ASP generator: Variation traces generated :[assigned_value(attr_name_0,attr_value_4,1), assigned_value(attr_name_1,attr_value_26,1), assigned_value(attr_name_2,20,1), assigned_value(attr_name_3,attr_value_147,1), assigned_value(attr_name_4,attr_value_147,1), assigned_value(attr_name_5,attr_value_147,1), assigned_value(attr_name_6,attr_value_147,1), assigned_value(attr_name_7,attr_value_148,1), assigned_value(attr_name_8,attr_value_148,1), assigned_value(attr_name_9,attr_value_148,1), assigned_value(attr_name_10,attr_value_148,1), assigned_value(attr_name_11,attr_value_148,1), assigned_value(attr_name_12,attr_value_147,1), assigned_value(attr_name_13,attr_value_148,1), assigned_value(attr_name_14,attr_value_147,1), assigned_value(attr_name_15,attr_value_148,1), assigned_value(attr_name_16,attr_value_147,1), assigned_value(attr_name_17,attr_value_148,1), assigned_value(attr_name_18,attr_value_147,1), assigned_value(attr_name_19,attr_value_147,1), assigned_value(attr_name_20,attr_value_147,1), assigned_value(attr_name_21,attr_value_147,1), assigned_value(attr_name_22,attr_value_148,1), assigned_value(attr_name_23,attr_value_147,1), assigned_value(attr_name_24,attr_value_148,1), assigned_value(attr_name_0,attr_value_1,2), assigned_value(attr_name_1,attr_value_29,2), assigned_value(attr_name_2,20,2), assigned_value(attr_name_0,attr_value_0,3), assigned_value(attr_name_1,attr_value_26,3), assigned_value(attr_name_2,21,3), assigned_value(evt_val_4,3548,3), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_4,3)]
DEBUG:ASP generator: Clingo variation Result :SAT
DEBUG:ASP generator: Total trace to generate and events: Traces:1, Events: 7, RandFrequency: 0.9
DEBUG:ASP generator: Generating trace:1/1 with events:7)
DEBUG:ASP generator: Initializing clingo trace(1/1) with length:7), Seed 318203398
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_9,1), assigned_value(attr_name_0,attr_value_0,2), assigned_value(attr_name_0,attr_value_0,3), assigned_value(attr_name_0,attr_value_0,4), assigned_value(attr_name_0,attr_value_0,5), assigned_value(attr_name_0,attr_value_0,6), assigned_value(attr_name_0,attr_value_0,7), assigned_value(attr_name_1,attr_value_26,1), assigned_value(attr_name_1,attr_value_28,2), assigned_value(attr_name_1,attr_value_26,3), assigned_value(attr_name_1,attr_value_28,4), assigned_value(attr_name_1,attr_value_31,5), assigned_value(attr_name_1,attr_value_28,6), assigned_value(attr_name_1,attr_value_26,7), assigned_value(attr_name_2,20,1), assigned_value(attr_name_2,20,2), assigned_value(attr_name_2,50,3), assigned_value(attr_name_2,20,4), assigned_value(attr_name_2,20,5), assigned_value(attr_name_2,20,6), assigned_value(attr_name_2,20,7), assigned_value(attr_name_3,attr_value_148,1), assigned_value(attr_name_4,attr_value_148,1), assigned_value(attr_name_5,attr_value_147,1), assigned_value(attr_name_6,attr_value_147,1), assigned_value(attr_name_7,attr_value_148,1), assigned_value(attr_name_8,attr_value_147,1), assigned_value(attr_name_9,attr_value_147,1), assigned_value(attr_name_10,attr_value_147,1), assigned_value(attr_name_11,attr_value_147,1), assigned_value(attr_name_12,attr_value_148,1), assigned_value(attr_name_13,attr_value_148,1), assigned_value(attr_name_14,attr_value_147,1), assigned_value(attr_name_15,attr_value_148,1), assigned_value(attr_name_16,attr_value_148,1), assigned_value(attr_name_17,attr_value_147,1), assigned_value(attr_name_18,attr_value_147,1), assigned_value(attr_name_19,attr_value_147,1), assigned_value(attr_name_20,attr_value_148,1), assigned_value(attr_name_21,attr_value_148,1), assigned_value(attr_name_22,attr_value_148,1), assigned_value(attr_name_23,attr_value_148,1), assigned_value(attr_name_24,attr_value_147,1), assigned_value(evt_val_3,2,7), assigned_value(evt_val_4,3605,3), assigned_value(evt_val_4,927,4), assigned_value(evt_val_4,599,5), assigned_value(evt_val_4,51,6), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_4,3), trace(evt_val_4,4), trace(evt_val_4,5), trace(evt_val_4,6), trace(evt_val_3,7)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Generating variation trace: 1, events7, seed:14011823
DEBUG:ASP generator: Variation traces generated :[assigned_value(attr_name_0,attr_value_2,1), assigned_value(attr_name_0,attr_value_9,2), assigned_value(attr_name_0,attr_value_0,3), assigned_value(attr_name_0,attr_value_0,4), assigned_value(attr_name_0,attr_value_9,5), assigned_value(attr_name_0,attr_value_9,6), assigned_value(attr_name_0,attr_value_0,7), assigned_value(attr_name_1,attr_value_27,1), assigned_value(attr_name_1,attr_value_29,2), assigned_value(attr_name_1,attr_value_27,3), assigned_value(attr_name_1,attr_value_28,4), assigned_value(attr_name_1,attr_value_26,5), assigned_value(attr_name_1,attr_value_26,6), assigned_value(attr_name_1,attr_value_26,7), assigned_value(attr_name_2,21,1), assigned_value(attr_name_2,20,2), assigned_value(attr_name_2,21,3), assigned_value(attr_name_2,21,4), assigned_value(attr_name_2,20,5), assigned_value(attr_name_2,25,6), assigned_value(attr_name_2,21,7), assigned_value(attr_name_3,attr_value_147,1), assigned_value(attr_name_4,attr_value_147,1), assigned_value(attr_name_5,attr_value_148,1), assigned_value(attr_name_6,attr_value_147,1), assigned_value(attr_name_7,attr_value_147,1), assigned_value(attr_name_8,attr_value_148,1), assigned_value(attr_name_9,attr_value_147,1), assigned_value(attr_name_10,attr_value_147,1), assigned_value(attr_name_11,attr_value_147,1), assigned_value(attr_name_12,attr_value_147,1), assigned_value(attr_name_13,attr_value_148,1), assigned_value(attr_name_14,attr_value_147,1), assigned_value(attr_name_15,attr_value_148,1), assigned_value(attr_name_16,attr_value_147,1), assigned_value(attr_name_17,attr_value_147,1), assigned_value(attr_name_18,attr_value_148,1), assigned_value(attr_name_19,attr_value_148,1), assigned_value(attr_name_20,attr_value_147,1), assigned_value(attr_name_21,attr_value_147,1), assigned_value(attr_name_22,attr_value_148,1), assigned_value(attr_name_23,attr_value_147,1), assigned_value(attr_name_24,attr_value_147,1), assigned_value(evt_val_3,2,4), assigned_value(evt_val_3,846,5), assigned_value(evt_val_3,1966,6), assigned_value(evt_val_4,51,3), assigned_value(evt_val_4,50,7), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_4,3), trace(evt_val_3,4), trace(evt_val_3,5), trace(evt_val_3,6), trace(evt_val_4,7)]
DEBUG:ASP generator: Clingo variation Result :SAT
DEBUG:ASP generator: Generating variation trace: 1, events7, seed:403122049
DEBUG:ASP generator: Variation traces generated :[assigned_value(attr_name_0,attr_value_9,1), assigned_value(attr_name_0,attr_value_9,2), assigned_value(attr_name_0,attr_value_4,3), assigned_value(attr_name_0,attr_value_2,4), assigned_value(attr_name_0,attr_value_0,5), assigned_value(attr_name_0,attr_value_0,6), assigned_value(attr_name_0,attr_value_0,7), assigned_value(attr_name_1,attr_value_26,1), assigned_value(attr_name_1,attr_value_26,2), assigned_value(attr_name_1,attr_value_26,3), assigned_value(attr_name_1,attr_value_27,4), assigned_value(attr_name_1,attr_value_29,6), assigned_value(attr_name_1,attr_value_26,7), assigned_value(attr_name_2,23,1), assigned_value(attr_name_2,21,2), assigned_value(attr_name_2,23,3), assigned_value(attr_name_2,22,4), assigned_value(attr_name_2,20,6), assigned_value(attr_name_2,20,7), assigned_value(attr_name_3,attr_value_147,1), assigned_value(attr_name_4,attr_value_147,1), assigned_value(attr_name_5,attr_value_147,1), assigned_value(attr_name_6,attr_value_148,1), assigned_value(attr_name_7,attr_value_147,1), assigned_value(attr_name_8,attr_value_148,1), assigned_value(attr_name_9,attr_value_148,1), assigned_value(attr_name_10,attr_value_148,1), assigned_value(attr_name_11,attr_value_147,1), assigned_value(attr_name_12,attr_value_148,1), assigned_value(attr_name_13,attr_value_148,1), assigned_value(attr_name_14,attr_value_148,1), assigned_value(attr_name_15,attr_value_147,1), assigned_value(attr_name_16,attr_value_148,1), assigned_value(attr_name_17,attr_value_148,1), assigned_value(attr_name_18,attr_value_148,1), assigned_value(attr_name_19,attr_value_148,1), assigned_value(attr_name_20,attr_value_147,1), assigned_value(attr_name_21,attr_value_147,1), assigned_value(attr_name_22,attr_value_148,1), assigned_value(attr_name_23,attr_value_147,1), assigned_value(attr_name_24,attr_value_147,1), assigned_value(evt_val_4,1458,3), assigned_value(evt_val_4,50,4), assigned_value(evt_val_4,3897,6), assigned_value(evt_val_4,888,7), assigned_value(evt_val_5,2,5), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_4,3), trace(evt_val_4,4), trace(evt_val_5,5), trace(evt_val_4,6), trace(evt_val_4,7)]
DEBUG:ASP generator: Clingo variation Result :SAT
DEBUG:ASP generator: Total trace to generate and events: Traces:1, Events: 10, RandFrequency: 0.9
DEBUG:ASP generator: Generating trace:1/1 with events:10)
DEBUG:ASP generator: Initializing clingo trace(1/1) with length:10), Seed 2076931450
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_1,1), assigned_value(attr_name_0,attr_value_9,2), assigned_value(attr_name_0,attr_value_0,3), assigned_value(attr_name_0,attr_value_0,4), assigned_value(attr_name_0,attr_value_9,5), assigned_value(attr_name_0,attr_value_0,6), assigned_value(attr_name_0,attr_value_1,7), assigned_value(attr_name_0,attr_value_1,8), assigned_value(attr_name_0,attr_value_2,9), assigned_value(attr_name_0,attr_value_2,10), assigned_value(attr_name_1,attr_value_28,1), assigned_value(attr_name_1,attr_value_27,2), assigned_value(attr_name_1,attr_value_28,3), assigned_value(attr_name_1,attr_value_27,5), assigned_value(attr_name_1,attr_value_28,6), assigned_value(attr_name_1,attr_value_27,7), assigned_value(attr_name_1,attr_value_26,8), assigned_value(attr_name_1,attr_value_27,9), assigned_value(attr_name_1,attr_value_26,10), assigned_value(attr_name_2,21,1), assigned_value(attr_name_2,23,2), assigned_value(attr_name_2,20,3), assigned_value(attr_name_2,20,5), assigned_value(attr_name_2,22,6), assigned_value(attr_name_2,21,7), assigned_value(attr_name_2,22,8), assigned_value(attr_name_2,23,9), assigned_value(attr_name_2,20,10), assigned_value(attr_name_3,attr_value_148,1), assigned_value(attr_name_4,attr_value_147,1), assigned_value(attr_name_5,attr_value_148,1), assigned_value(attr_name_6,attr_value_147,1), assigned_value(attr_name_7,attr_value_147,1), assigned_value(attr_name_8,attr_value_147,1), assigned_value(attr_name_9,attr_value_148,1), assigned_value(attr_name_10,attr_value_147,1), assigned_value(attr_name_11,attr_value_147,1), assigned_value(attr_name_12,attr_value_147,1), assigned_value(attr_name_13,attr_value_147,1), assigned_value(attr_name_14,attr_value_147,1), assigned_value(attr_name_15,attr_value_148,1), assigned_value(attr_name_16,attr_value_147,1), assigned_value(attr_name_17,attr_value_148,1), assigned_value(attr_name_18,attr_value_147,1), assigned_value(attr_name_19,attr_value_148,1), assigned_value(attr_name_20,attr_value_147,1), assigned_value(attr_name_21,attr_value_148,1), assigned_value(attr_name_22,attr_value_147,1), assigned_value(attr_name_23,attr_value_147,1), assigned_value(attr_name_24,attr_value_148,1), assigned_value(evt_val_3,2721,5), assigned_value(evt_val_3,3372,6), assigned_value(evt_val_3,2472,9), assigned_value(evt_val_4,50,3), assigned_value(evt_val_4,50,7), assigned_value(evt_val_4,1202,8), assigned_value(evt_val_4,50,10), assigned_value(evt_val_5,2,4), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_4,3), trace(evt_val_5,4), trace(evt_val_3,5), trace(evt_val_3,6), trace(evt_val_4,7), trace(evt_val_4,8), trace(evt_val_3,9), trace(evt_val_4,10)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Generating variation trace: 1, events10, seed:291247899
DEBUG:ASP generator: Variation traces generated :[assigned_value(attr_name_0,attr_value_9,1), assigned_value(attr_name_0,attr_value_9,2), assigned_value(attr_name_0,attr_value_0,3), assigned_value(attr_name_0,attr_value_1,4), assigned_value(attr_name_0,attr_value_0,5), assigned_value(attr_name_0,attr_value_0,6), assigned_value(attr_name_0,attr_value_5,7), assigned_value(attr_name_0,attr_value_3,8), assigned_value(attr_name_0,attr_value_0,9), assigned_value(attr_name_0,attr_value_0,10), assigned_value(attr_name_1,attr_value_26,1), assigned_value(attr_name_1,attr_value_26,2), assigned_value(attr_name_1,attr_value_26,3), assigned_value(attr_name_1,attr_value_27,4), assigned_value(attr_name_1,attr_value_27,5), assigned_value(attr_name_1,attr_value_27,6), assigned_value(attr_name_1,attr_value_26,7), assigned_value(attr_name_1,attr_value_26,8), assigned_value(attr_name_1,attr_value_26,9), assigned_value(attr_name_1,attr_value_26,10), assigned_value(attr_name_2,21,1), assigned_value(attr_name_2,21,2), assigned_value(attr_name_2,20,3), assigned_value(attr_name_2,20,4), assigned_value(attr_name_2,20,5), assigned_value(attr_name_2,21,6), assigned_value(attr_name_2,20,7), assigned_value(attr_name_2,20,8), assigned_value(attr_name_2,20,9), assigned_value(attr_name_2,20,10), assigned_value(attr_name_3,attr_value_147,1), assigned_value(attr_name_4,attr_value_148,1), assigned_value(attr_name_5,attr_value_148,1), assigned_value(attr_name_6,attr_value_148,1), assigned_value(attr_name_7,attr_value_148,1), assigned_value(attr_name_8,attr_value_148,1), assigned_value(attr_name_9,attr_value_148,1), assigned_value(attr_name_10,attr_value_147,1), assigned_value(attr_name_11,attr_value_148,1), assigned_value(attr_name_12,attr_value_148,1), assigned_value(attr_name_13,attr_value_147,1), assigned_value(attr_name_14,attr_value_147,1), assigned_value(attr_name_15,attr_value_148,1), assigned_value(attr_name_16,attr_value_147,1), assigned_value(attr_name_17,attr_value_148,1), assigned_value(attr_name_18,attr_value_148,1), assigned_value(attr_name_19,attr_value_147,1), assigned_value(attr_name_20,attr_value_147,1), assigned_value(attr_name_21,attr_value_148,1), assigned_value(attr_name_22,attr_value_148,1), assigned_value(attr_name_23,attr_value_147,1), assigned_value(attr_name_24,attr_value_148,1), assigned_value(evt_val_3,2,6), assigned_value(evt_val_3,2615,9), assigned_value(evt_val_3,2,10), assigned_value(evt_val_4,326,3), assigned_value(evt_val_4,4168,4), assigned_value(evt_val_4,5668,5), assigned_value(evt_val_4,2702,7), assigned_value(evt_val_4,1861,8), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_4,3), trace(evt_val_4,4), trace(evt_val_4,5), trace(evt_val_3,6), trace(evt_val_4,7), trace(evt_val_4,8), trace(evt_val_3,9), trace(evt_val_3,10)]
DEBUG:ASP generator: Clingo variation Result :SAT
DEBUG:ASP generator: Generating variation trace: 1, events10, seed:537387415
DEBUG:ASP generator: Variation traces generated :[assigned_value(attr_name_0,attr_value_3,1), assigned_value(attr_name_0,attr_value_9,2), assigned_value(attr_name_0,attr_value_0,3), assigned_value(attr_name_0,attr_value_0,4), assigned_value(attr_name_0,attr_value_9,5), assigned_value(attr_name_0,attr_value_3,6), assigned_value(attr_name_0,attr_value_1,7), assigned_value(attr_name_0,attr_value_1,8), assigned_value(attr_name_0,attr_value_0,9), assigned_value(attr_name_0,attr_value_0,10), assigned_value(attr_name_1,attr_value_28,1), assigned_value(attr_name_1,attr_value_28,2), assigned_value(attr_name_1,attr_value_26,3), assigned_value(attr_name_1,attr_value_26,4), assigned_value(attr_name_1,attr_value_26,5), assigned_value(attr_name_1,attr_value_28,6), assigned_value(attr_name_1,attr_value_29,7), assigned_value(attr_name_1,attr_value_29,8), assigned_value(attr_name_1,attr_value_26,9), assigned_value(attr_name_1,attr_value_27,10), assigned_value(attr_name_2,20,1), assigned_value(attr_name_2,20,2), assigned_value(attr_name_2,21,3), assigned_value(attr_name_2,21,4), assigned_value(attr_name_2,20,5), assigned_value(attr_name_2,20,6), assigned_value(attr_name_2,20,7), assigned_value(attr_name_2,21,8), assigned_value(attr_name_2,21,9), assigned_value(attr_name_2,20,10), assigned_value(attr_name_3,attr_value_148,1), assigned_value(attr_name_4,attr_value_147,1), assigned_value(attr_name_5,attr_value_148,1), assigned_value(attr_name_6,attr_value_148,1), assigned_value(attr_name_7,attr_value_147,1), assigned_value(attr_name_8,attr_value_147,1), assigned_value(attr_name_9,attr_value_147,1), assigned_value(attr_name_10,attr_value_148,1), assigned_value(attr_name_11,attr_value_148,1), assigned_value(attr_name_12,attr_value_148,1), assigned_value(attr_name_13,attr_value_147,1), assigned_value(attr_name_14,attr_value_148,1), assigned_value(attr_name_15,attr_value_148,1), assigned_value(attr_name_16,attr_value_147,1), assigned_value(attr_name_17,attr_value_148,1), assigned_value(attr_name_18,attr_value_148,1), assigned_value(attr_name_19,attr_value_148,1), assigned_value(attr_name_20,attr_value_147,1), assigned_value(attr_name_21,attr_value_147,1), assigned_value(attr_name_22,attr_value_147,1), assigned_value(attr_name_23,attr_value_147,1), assigned_value(attr_name_24,attr_value_147,1), assigned_value(evt_val_3,2743,4), assigned_value(evt_val_3,2,5), assigned_value(evt_val_3,3704,7), assigned_value(evt_val_4,4218,3), assigned_value(evt_val_4,2236,6), assigned_value(evt_val_4,1966,8), assigned_value(evt_val_4,4212,9), assigned_value(evt_val_4,2060,10), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_4,3), trace(evt_val_3,4), trace(evt_val_3,5), trace(evt_val_4,6), trace(evt_val_3,7), trace(evt_val_4,8), trace(evt_val_4,9), trace(evt_val_4,10)]
DEBUG:ASP generator: Clingo variation Result :SAT
DEBUG:ASP generator:Traces generated. Positive: 10 Neg: 0. Parsing Trace results.
DEBUG:ASP generator:Trace results parsed
DEBUG:ASP generator:Generating Pm4py log
WARNING:ASP generator:PM4PY log generated: 30/30 only.
DEBUG:ASP generator:Pm4py generated but not saved yet
Setting up Positive and Negative Traces¶
Users can specify some constraints to be violated in the synthetic cases to obtain labelled logs for binary classification, e.g., for deviance mining algorithms. The method set_constraints_to_violate takes as input:
tot_negative_trace: the number of negative cases to be violated;violate_all: whether to violate all the specified constraints or let Clingo decide which constraints to be violated;constraints_list: the list containing the subset of DECLARE constraints (specified as strings of text) to be violated.
[10]:
asp_gen: AspGenerator = AspGenerator(model, num_of_cases, num_min_events, num_max_events)
asp_gen.set_constraints_to_violate(tot_negative_trace=10, violate_all=True, constraints_list=[
"Init[ER Registration] | |",
"Chain Response[ER Registration, ER Triage] |A.org:group is J |T.org:group is A |"])
asp_gen.run()
asp_gen.to_xes(f'{model_name}.xes')
DEBUG:ASP generator:Distribution for traces uniform
DEBUG:ASP generator:traces: 10, events can have a trace min(3) max(10)
INFO:ASP generator:Computing distribution
DEBUG:Distributor:Distribution() uniform min_mu: 3 max_sigma: 10 num_traces: 10 custom_prob: None
DEBUG:Distributor:Uniform() probabilities: [Fraction(1, 8), Fraction(1, 8), Fraction(1, 8), Fraction(1, 8), Fraction(1, 8), Fraction(1, 8), Fraction(1, 8), Fraction(1, 8)]
DEBUG:Distributor:Custom_dist() min_mu:3 max_sigma:10 num_traces:10
DEBUG:Distributor:Probabilities sum 1
DEBUG:Distributor:Distribution result: [ 9 9 10 8 7 10 7 10 9 9]
INFO:ASP generator:Distribution result Counter({9: 4, 10: 3, 7: 2, 8: 1})
DEBUG:ASP generator:Using custom traces length
INFO:ASP generator:Computing distribution
INFO:ASP generator:Computing distribution
DEBUG:Distributor:Distribution() uniform min_mu: 3 max_sigma: 10 num_traces: 10 custom_prob: None
DEBUG:Distributor:Uniform() probabilities: [Fraction(1, 8), Fraction(1, 8), Fraction(1, 8), Fraction(1, 8), Fraction(1, 8), Fraction(1, 8), Fraction(1, 8), Fraction(1, 8)]
DEBUG:Distributor:Custom_dist() min_mu:3 max_sigma:10 num_traces:10
DEBUG:Distributor:Probabilities sum 1
DEBUG:Distributor:Distribution result: [ 8 3 10 8 10 9 3 10 7 10]
INFO:ASP generator:Distribution result Counter({10: 4, 8: 2, 3: 2, 9: 1, 7: 1})
DEBUG:ASP generator:Generating negative traces
DEBUG:ASP generator:Translate declare model to ASP
DEBUG:ASP generator:Declare model translated to ASP. Total Facts 13
DEBUG:ASP generator:ASP encoding generated
DEBUG:ASP generator:Start generating traces: Counter({10: 4, 8: 2, 3: 2, 9: 1, 7: 1})
DEBUG:ASP generator: Total trace to generate and events: Traces:2, Events: 8, RandFrequency: 0.9
DEBUG:ASP generator: Generating trace:1/2 with events:8)
DEBUG:ASP generator: Initializing clingo trace(1/2) with length:8), Seed 11401382
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_9,1), assigned_value(attr_name_0,attr_value_9,2), assigned_value(attr_name_0,attr_value_0,3), assigned_value(attr_name_0,attr_value_1,4), assigned_value(attr_name_0,attr_value_4,5), assigned_value(attr_name_0,attr_value_1,6), assigned_value(attr_name_0,attr_value_1,7), assigned_value(attr_name_0,attr_value_9,8), assigned_value(attr_name_1,attr_value_26,1), assigned_value(attr_name_1,attr_value_27,2), assigned_value(attr_name_1,attr_value_27,3), assigned_value(attr_name_1,attr_value_28,4), assigned_value(attr_name_1,attr_value_26,5), assigned_value(attr_name_1,attr_value_29,6), assigned_value(attr_name_1,attr_value_28,7), assigned_value(attr_name_1,attr_value_26,8), assigned_value(attr_name_2,20,1), assigned_value(attr_name_2,20,2), assigned_value(attr_name_2,21,3), assigned_value(attr_name_2,20,4), assigned_value(attr_name_2,21,5), assigned_value(attr_name_2,20,6), assigned_value(attr_name_2,20,7), assigned_value(attr_name_2,20,8), assigned_value(evt_val_3,3607,1), assigned_value(evt_val_3,786,2), assigned_value(evt_val_3,2577,3), assigned_value(evt_val_3,1072,7), assigned_value(evt_val_3,2,8), assigned_value(evt_val_4,51,4), assigned_value(evt_val_4,50,5), assigned_value(evt_val_4,429,6), trace(evt_val_3,1), trace(evt_val_3,2), trace(evt_val_3,3), trace(evt_val_4,4), trace(evt_val_4,5), trace(evt_val_4,6), trace(evt_val_3,7), trace(evt_val_3,8)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Generating trace:2/2 with events:8)
DEBUG:ASP generator: Initializing clingo trace(2/2) with length:8), Seed 3753335189
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_1,1), assigned_value(attr_name_0,attr_value_9,2), assigned_value(attr_name_0,attr_value_9,3), assigned_value(attr_name_0,attr_value_1,4), assigned_value(attr_name_0,attr_value_9,5), assigned_value(attr_name_0,attr_value_0,6), assigned_value(attr_name_0,attr_value_9,7), assigned_value(attr_name_0,attr_value_0,8), assigned_value(attr_name_1,attr_value_31,1), assigned_value(attr_name_1,attr_value_27,4), assigned_value(attr_name_1,attr_value_28,5), assigned_value(attr_name_1,attr_value_26,6), assigned_value(attr_name_1,attr_value_26,7), assigned_value(attr_name_1,attr_value_28,8), assigned_value(attr_name_2,23,1), assigned_value(attr_name_2,21,4), assigned_value(attr_name_2,81,5), assigned_value(attr_name_2,20,6), assigned_value(attr_name_2,20,7), assigned_value(attr_name_2,20,8), assigned_value(attr_name_3,attr_value_147,4), assigned_value(attr_name_4,attr_value_147,4), assigned_value(attr_name_5,attr_value_147,4), assigned_value(attr_name_6,attr_value_148,4), assigned_value(attr_name_7,attr_value_148,4), assigned_value(attr_name_8,attr_value_147,4), assigned_value(attr_name_9,attr_value_148,4), assigned_value(attr_name_10,attr_value_148,4), assigned_value(attr_name_11,attr_value_147,4), assigned_value(attr_name_12,attr_value_148,4), assigned_value(attr_name_13,attr_value_147,4), assigned_value(attr_name_14,attr_value_147,4), assigned_value(attr_name_15,attr_value_148,4), assigned_value(attr_name_16,attr_value_147,4), assigned_value(attr_name_17,attr_value_148,4), assigned_value(attr_name_18,attr_value_147,4), assigned_value(attr_name_19,attr_value_148,4), assigned_value(attr_name_20,attr_value_148,4), assigned_value(attr_name_21,attr_value_147,4), assigned_value(attr_name_22,attr_value_148,4), assigned_value(attr_name_23,attr_value_147,4), assigned_value(attr_name_24,attr_value_148,4), assigned_value(evt_val_3,2,7), assigned_value(evt_val_3,1187,8), assigned_value(evt_val_4,52,1), assigned_value(evt_val_4,2848,6), assigned_value(evt_val_5,2,2), assigned_value(evt_val_5,2,3), trace(evt_val_4,1), trace(evt_val_5,2), trace(evt_val_5,3), trace(evt_val_1,4), trace(evt_val_0,5), trace(evt_val_4,6), trace(evt_val_3,7), trace(evt_val_3,8)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Total trace to generate and events: Traces:2, Events: 3, RandFrequency: 0.9
DEBUG:ASP generator: Generating trace:1/2 with events:3)
DEBUG:ASP generator: Initializing clingo trace(1/2) with length:3), Seed 2192902792
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_11,1), assigned_value(attr_name_1,attr_value_26,1), assigned_value(attr_name_2,20,1), assigned_value(evt_val_4,356,1), assigned_value(attr_name_0,attr_value_0,2), assigned_value(attr_name_1,attr_value_26,2), assigned_value(attr_name_2,20,2), assigned_value(evt_val_4,5217,2), assigned_value(attr_name_0,attr_value_1,3), assigned_value(attr_name_1,attr_value_27,3), assigned_value(attr_name_2,20,3), assigned_value(evt_val_4,896,3), trace(evt_val_4,1), trace(evt_val_4,2), trace(evt_val_4,3)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Generating trace:2/2 with events:3)
DEBUG:ASP generator: Initializing clingo trace(2/2) with length:3), Seed 3210262812
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_9,1), assigned_value(attr_name_1,attr_value_26,1), assigned_value(attr_name_2,25,1), assigned_value(evt_val_3,3086,1), assigned_value(attr_name_0,attr_value_9,2), assigned_value(attr_name_1,attr_value_26,2), assigned_value(attr_name_2,20,2), assigned_value(evt_val_3,27,2), assigned_value(attr_name_0,attr_value_9,3), assigned_value(evt_val_5,3,3), trace(evt_val_3,1), trace(evt_val_3,2), trace(evt_val_5,3)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Total trace to generate and events: Traces:4, Events: 10, RandFrequency: 0.9
DEBUG:ASP generator: Generating trace:1/4 with events:10)
DEBUG:ASP generator: Initializing clingo trace(1/4) with length:10), Seed 2637095953
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_9,1), assigned_value(attr_name_0,attr_value_1,2), assigned_value(attr_name_0,attr_value_9,3), assigned_value(attr_name_0,attr_value_9,4), assigned_value(attr_name_0,attr_value_1,5), assigned_value(attr_name_0,attr_value_2,6), assigned_value(attr_name_0,attr_value_0,7), assigned_value(attr_name_0,attr_value_0,8), assigned_value(attr_name_0,attr_value_0,9), assigned_value(attr_name_0,attr_value_9,10), assigned_value(attr_name_1,attr_value_26,1), assigned_value(attr_name_1,attr_value_27,2), assigned_value(attr_name_1,attr_value_26,3), assigned_value(attr_name_1,attr_value_26,4), assigned_value(attr_name_1,attr_value_27,5), assigned_value(attr_name_1,attr_value_32,6), assigned_value(attr_name_1,attr_value_26,7), assigned_value(attr_name_1,attr_value_26,8), assigned_value(attr_name_1,attr_value_27,9), assigned_value(attr_name_1,attr_value_40,10), assigned_value(attr_name_2,21,1), assigned_value(attr_name_2,20,2), assigned_value(attr_name_2,20,3), assigned_value(attr_name_2,20,4), assigned_value(attr_name_2,23,5), assigned_value(attr_name_2,21,6), assigned_value(attr_name_2,20,7), assigned_value(attr_name_2,20,8), assigned_value(attr_name_2,21,9), assigned_value(attr_name_2,20,10), assigned_value(evt_val_3,810,1), assigned_value(evt_val_3,2,3), assigned_value(evt_val_3,686,10), assigned_value(evt_val_4,50,2), assigned_value(evt_val_4,50,6), assigned_value(evt_val_4,50,7), assigned_value(evt_val_4,2247,8), assigned_value(evt_val_4,51,9), trace(evt_val_3,1), trace(evt_val_4,2), trace(evt_val_3,3), trace(evt_val_8,4), trace(evt_val_8,5), trace(evt_val_4,6), trace(evt_val_4,7), trace(evt_val_4,8), trace(evt_val_4,9), trace(evt_val_3,10)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Generating trace:2/4 with events:10)
DEBUG:ASP generator: Initializing clingo trace(2/4) with length:10), Seed 1810529485
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_9,1), assigned_value(attr_name_0,attr_value_1,2), assigned_value(attr_name_0,attr_value_1,3), assigned_value(attr_name_0,attr_value_1,4), assigned_value(attr_name_0,attr_value_2,5), assigned_value(attr_name_0,attr_value_0,6), assigned_value(attr_name_0,attr_value_0,7), assigned_value(attr_name_0,attr_value_9,8), assigned_value(attr_name_0,attr_value_1,9), assigned_value(attr_name_0,attr_value_9,10), assigned_value(attr_name_1,attr_value_27,1), assigned_value(attr_name_1,attr_value_27,3), assigned_value(attr_name_1,attr_value_26,4), assigned_value(attr_name_1,attr_value_30,5), assigned_value(attr_name_1,attr_value_26,7), assigned_value(attr_name_1,attr_value_26,8), assigned_value(attr_name_1,attr_value_27,9), assigned_value(attr_name_1,attr_value_28,10), assigned_value(attr_name_2,20,1), assigned_value(attr_name_2,20,3), assigned_value(attr_name_2,20,4), assigned_value(attr_name_2,22,5), assigned_value(attr_name_2,21,7), assigned_value(attr_name_2,20,8), assigned_value(attr_name_2,21,9), assigned_value(attr_name_2,20,10), assigned_value(attr_name_3,attr_value_148,4), assigned_value(attr_name_4,attr_value_148,4), assigned_value(attr_name_5,attr_value_147,4), assigned_value(attr_name_6,attr_value_148,4), assigned_value(attr_name_7,attr_value_148,4), assigned_value(attr_name_8,attr_value_147,4), assigned_value(attr_name_9,attr_value_148,4), assigned_value(attr_name_10,attr_value_148,4), assigned_value(attr_name_11,attr_value_148,4), assigned_value(attr_name_12,attr_value_148,4), assigned_value(attr_name_13,attr_value_147,4), assigned_value(attr_name_14,attr_value_148,4), assigned_value(attr_name_15,attr_value_148,4), assigned_value(attr_name_16,attr_value_147,4), assigned_value(attr_name_17,attr_value_148,4), assigned_value(attr_name_18,attr_value_147,4), assigned_value(attr_name_19,attr_value_147,4), assigned_value(attr_name_20,attr_value_147,4), assigned_value(attr_name_21,attr_value_147,4), assigned_value(attr_name_22,attr_value_147,4), assigned_value(attr_name_23,attr_value_147,4), assigned_value(attr_name_24,attr_value_147,4), assigned_value(evt_val_3,29,7), assigned_value(evt_val_3,2,8), assigned_value(evt_val_3,2,10), assigned_value(evt_val_4,1677,1), assigned_value(evt_val_4,5707,3), assigned_value(evt_val_4,2699,9), assigned_value(evt_val_5,2,2), trace(evt_val_4,1), trace(evt_val_5,2), trace(evt_val_4,3), trace(evt_val_1,4), trace(evt_val_0,5), trace(evt_val_10,6), trace(evt_val_3,7), trace(evt_val_3,8), trace(evt_val_4,9), trace(evt_val_3,10)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Generating trace:3/4 with events:10)
DEBUG:ASP generator: Initializing clingo trace(3/4) with length:10), Seed 1242316188
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_0,1), assigned_value(attr_name_0,attr_value_8,2), assigned_value(attr_name_0,attr_value_0,3), assigned_value(attr_name_0,attr_value_0,4), assigned_value(attr_name_0,attr_value_2,5), assigned_value(attr_name_0,attr_value_1,6), assigned_value(attr_name_0,attr_value_1,7), assigned_value(attr_name_0,attr_value_1,8), assigned_value(attr_name_0,attr_value_1,9), assigned_value(attr_name_0,attr_value_0,10), assigned_value(attr_name_1,attr_value_27,2), assigned_value(attr_name_1,attr_value_26,3), assigned_value(attr_name_1,attr_value_27,4), assigned_value(attr_name_1,attr_value_27,5), assigned_value(attr_name_1,attr_value_26,6), assigned_value(attr_name_1,attr_value_27,7), assigned_value(attr_name_1,attr_value_26,8), assigned_value(attr_name_1,attr_value_28,9), assigned_value(attr_name_1,attr_value_26,10), assigned_value(attr_name_2,20,2), assigned_value(attr_name_2,22,3), assigned_value(attr_name_2,22,4), assigned_value(attr_name_2,60,5), assigned_value(attr_name_2,20,6), assigned_value(attr_name_2,20,7), assigned_value(attr_name_2,20,8), assigned_value(attr_name_2,22,9), assigned_value(attr_name_2,20,10), assigned_value(evt_val_3,2531,3), assigned_value(evt_val_4,4083,2), assigned_value(evt_val_4,50,4), assigned_value(evt_val_4,2218,5), assigned_value(evt_val_4,51,6), assigned_value(evt_val_4,50,7), assigned_value(evt_val_4,50,8), assigned_value(evt_val_4,50,9), assigned_value(evt_val_4,51,10), assigned_value(evt_val_5,2,1), trace(evt_val_5,1), trace(evt_val_4,2), trace(evt_val_3,3), trace(evt_val_4,4), trace(evt_val_4,5), trace(evt_val_4,6), trace(evt_val_4,7), trace(evt_val_4,8), trace(evt_val_4,9), trace(evt_val_4,10)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Generating trace:4/4 with events:10)
DEBUG:ASP generator: Initializing clingo trace(4/4) with length:10), Seed 755305929
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_0,1), assigned_value(attr_name_0,attr_value_0,2), assigned_value(attr_name_0,attr_value_0,3), assigned_value(attr_name_0,attr_value_0,4), assigned_value(attr_name_0,attr_value_1,5), assigned_value(attr_name_0,attr_value_0,6), assigned_value(attr_name_0,attr_value_0,7), assigned_value(attr_name_0,attr_value_9,8), assigned_value(attr_name_0,attr_value_0,9), assigned_value(attr_name_0,attr_value_9,10), assigned_value(attr_name_1,attr_value_28,1), assigned_value(attr_name_1,attr_value_27,2), assigned_value(attr_name_1,attr_value_26,3), assigned_value(attr_name_1,attr_value_26,4), assigned_value(attr_name_1,attr_value_32,5), assigned_value(attr_name_1,attr_value_26,6), assigned_value(attr_name_1,attr_value_26,7), assigned_value(attr_name_1,attr_value_26,8), assigned_value(attr_name_1,attr_value_27,9), assigned_value(attr_name_1,attr_value_27,10), assigned_value(attr_name_2,22,1), assigned_value(attr_name_2,21,2), assigned_value(attr_name_2,24,3), assigned_value(attr_name_2,20,4), assigned_value(attr_name_2,21,5), assigned_value(attr_name_2,21,6), assigned_value(attr_name_2,21,7), assigned_value(attr_name_2,20,8), assigned_value(attr_name_2,24,9), assigned_value(attr_name_2,21,10), assigned_value(evt_val_3,1090,1), assigned_value(evt_val_3,3079,2), assigned_value(evt_val_3,214,8), assigned_value(evt_val_3,1702,10), assigned_value(evt_val_4,2949,3), assigned_value(evt_val_4,50,4), assigned_value(evt_val_4,50,5), assigned_value(evt_val_4,528,6), assigned_value(evt_val_4,53,7), assigned_value(evt_val_4,4162,9), trace(evt_val_3,1), trace(evt_val_3,2), trace(evt_val_4,3), trace(evt_val_4,4), trace(evt_val_4,5), trace(evt_val_4,6), trace(evt_val_4,7), trace(evt_val_3,8), trace(evt_val_4,9), trace(evt_val_3,10)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Total trace to generate and events: Traces:1, Events: 9, RandFrequency: 0.9
DEBUG:ASP generator: Generating trace:1/1 with events:9)
DEBUG:ASP generator: Initializing clingo trace(1/1) with length:9), Seed 3006192947
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_3,1), assigned_value(attr_name_0,attr_value_0,2), assigned_value(attr_name_0,attr_value_1,3), assigned_value(attr_name_0,attr_value_0,4), assigned_value(attr_name_0,attr_value_9,5), assigned_value(attr_name_0,attr_value_1,6), assigned_value(attr_name_0,attr_value_1,7), assigned_value(attr_name_0,attr_value_9,8), assigned_value(attr_name_0,attr_value_1,9), assigned_value(attr_name_1,attr_value_26,1), assigned_value(attr_name_1,attr_value_26,2), assigned_value(attr_name_1,attr_value_26,4), assigned_value(attr_name_1,attr_value_28,5), assigned_value(attr_name_1,attr_value_28,6), assigned_value(attr_name_1,attr_value_27,7), assigned_value(attr_name_1,attr_value_26,8), assigned_value(attr_name_1,attr_value_26,9), assigned_value(attr_name_2,20,1), assigned_value(attr_name_2,23,2), assigned_value(attr_name_2,23,4), assigned_value(attr_name_2,20,5), assigned_value(attr_name_2,20,6), assigned_value(attr_name_2,23,7), assigned_value(attr_name_2,21,8), assigned_value(attr_name_2,24,9), assigned_value(evt_val_3,3197,2), assigned_value(evt_val_3,3573,5), assigned_value(evt_val_3,3310,8), assigned_value(evt_val_3,2,9), assigned_value(evt_val_4,50,1), assigned_value(evt_val_4,50,4), assigned_value(evt_val_4,52,6), assigned_value(evt_val_4,5708,7), assigned_value(evt_val_5,2,3), trace(evt_val_4,1), trace(evt_val_3,2), trace(evt_val_5,3), trace(evt_val_4,4), trace(evt_val_3,5), trace(evt_val_4,6), trace(evt_val_4,7), trace(evt_val_3,8), trace(evt_val_3,9)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Total trace to generate and events: Traces:1, Events: 7, RandFrequency: 0.9
DEBUG:ASP generator: Generating trace:1/1 with events:7)
DEBUG:ASP generator: Initializing clingo trace(1/1) with length:7), Seed 2133278508
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_0,1), assigned_value(attr_name_0,attr_value_0,2), assigned_value(attr_name_0,attr_value_0,3), assigned_value(attr_name_0,attr_value_4,4), assigned_value(attr_name_0,attr_value_9,5), assigned_value(attr_name_0,attr_value_0,6), assigned_value(attr_name_0,attr_value_9,7), assigned_value(attr_name_1,attr_value_27,1), assigned_value(attr_name_1,attr_value_28,2), assigned_value(attr_name_1,attr_value_29,3), assigned_value(attr_name_1,attr_value_26,4), assigned_value(attr_name_1,attr_value_27,5), assigned_value(attr_name_1,attr_value_26,6), assigned_value(attr_name_1,attr_value_27,7), assigned_value(attr_name_2,24,1), assigned_value(attr_name_2,22,2), assigned_value(attr_name_2,20,3), assigned_value(attr_name_2,23,4), assigned_value(attr_name_2,20,5), assigned_value(attr_name_2,23,6), assigned_value(attr_name_2,20,7), assigned_value(evt_val_3,3,5), assigned_value(evt_val_3,472,7), assigned_value(evt_val_4,1365,1), assigned_value(evt_val_4,3023,2), assigned_value(evt_val_4,50,3), assigned_value(evt_val_4,51,4), assigned_value(evt_val_4,1438,6), trace(evt_val_4,1), trace(evt_val_4,2), trace(evt_val_4,3), trace(evt_val_4,4), trace(evt_val_3,5), trace(evt_val_4,6), trace(evt_val_3,7)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator:Generating traces
DEBUG:ASP generator:Translate declare model to ASP
DEBUG:ASP generator:Declare model translated to ASP. Total Facts 13
DEBUG:ASP generator:ASP encoding generated
DEBUG:ASP generator:Start generating traces: Counter()
DEBUG:ASP generator:Traces generated. Positive: 0 Neg: 10. Parsing Trace results.
DEBUG:ASP generator:Trace results parsed
DEBUG:ASP generator:Generating Pm4py log
DEBUG:ASP generator:Pm4py generated but not saved yet
In addition, instead of giving the explicit text of the DECLARE constraint, an index can be used in the set_constraints_to_violate_by_template_index method
[11]:
asp_gen: AspGenerator = AspGenerator(model, num_of_cases, num_min_events, num_max_events)
for id, constr_text in enumerate(model.serialized_constraints):
print(f"{id} - {constr_text}")
asp_gen.set_constraints_to_violate_by_template_index(tot_negative_trace=10, violate_all=True,
constraints_idx_list=[0, 3])
asp_gen.run()
asp_gen.to_xes(f'{model_name}.xes')
DEBUG:ASP generator:Distribution for traces uniform
DEBUG:ASP generator:traces: 10, events can have a trace min(3) max(10)
INFO:ASP generator:Computing distribution
DEBUG:Distributor:Distribution() uniform min_mu: 3 max_sigma: 10 num_traces: 10 custom_prob: None
DEBUG:Distributor:Uniform() probabilities: [Fraction(1, 8), Fraction(1, 8), Fraction(1, 8), Fraction(1, 8), Fraction(1, 8), Fraction(1, 8), Fraction(1, 8), Fraction(1, 8)]
DEBUG:Distributor:Custom_dist() min_mu:3 max_sigma:10 num_traces:10
DEBUG:Distributor:Probabilities sum 1
DEBUG:Distributor:Distribution result: [ 9 10 3 6 6 10 9 6 4 8]
INFO:ASP generator:Distribution result Counter({6: 3, 9: 2, 10: 2, 3: 1, 4: 1, 8: 1})
DEBUG:ASP generator:Using custom traces length
INFO:ASP generator:Computing distribution
INFO:ASP generator:Computing distribution
DEBUG:Distributor:Distribution() uniform min_mu: 3 max_sigma: 10 num_traces: 10 custom_prob: None
DEBUG:Distributor:Uniform() probabilities: [Fraction(1, 8), Fraction(1, 8), Fraction(1, 8), Fraction(1, 8), Fraction(1, 8), Fraction(1, 8), Fraction(1, 8), Fraction(1, 8)]
DEBUG:Distributor:Custom_dist() min_mu:3 max_sigma:10 num_traces:10
DEBUG:Distributor:Probabilities sum 1
DEBUG:Distributor:Distribution result: [ 6 10 9 10 6 5 6 6 5 9]
INFO:ASP generator:Distribution result Counter({6: 4, 10: 2, 9: 2, 5: 2})
DEBUG:ASP generator:Generating negative traces
DEBUG:ASP generator:Translate declare model to ASP
DEBUG:ASP generator:Declare model translated to ASP. Total Facts 13
DEBUG:ASP generator:ASP encoding generated
DEBUG:ASP generator:Start generating traces: Counter({6: 4, 10: 2, 9: 2, 5: 2})
DEBUG:ASP generator: Total trace to generate and events: Traces:4, Events: 6, RandFrequency: 0.9
DEBUG:ASP generator: Generating trace:1/4 with events:6)
DEBUG:ASP generator: Initializing clingo trace(1/4) with length:6), Seed 1554717815
0 - Init[ER Registration] | |
1 - Chain Response[ER Registration, ER Triage] |
2 - Precedence[IV Liquid, Admission NC] | | |
3 - Response[CRP, Release B] |A.org:group is J |T.org:group is A |
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_0,1), assigned_value(attr_name_0,attr_value_9,2), assigned_value(attr_name_0,attr_value_9,3), assigned_value(attr_name_0,attr_value_1,4), assigned_value(attr_name_0,attr_value_9,5), assigned_value(attr_name_0,attr_value_9,6), assigned_value(attr_name_1,attr_value_27,1), assigned_value(attr_name_1,attr_value_27,3), assigned_value(attr_name_1,attr_value_26,4), assigned_value(attr_name_1,attr_value_27,6), assigned_value(attr_name_2,20,1), assigned_value(attr_name_2,20,3), assigned_value(attr_name_2,20,4), assigned_value(attr_name_2,90,6), assigned_value(evt_val_4,50,1), assigned_value(evt_val_4,239,3), assigned_value(evt_val_4,2171,4), assigned_value(evt_val_4,3974,6), assigned_value(evt_val_5,101,2), assigned_value(evt_val_5,2,5), trace(evt_val_4,1), trace(evt_val_5,2), trace(evt_val_4,3), trace(evt_val_4,4), trace(evt_val_5,5), trace(evt_val_4,6)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Generating trace:2/4 with events:6)
DEBUG:ASP generator: Initializing clingo trace(2/4) with length:6), Seed 2549641985
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_9,1), assigned_value(attr_name_0,attr_value_9,2), assigned_value(attr_name_0,attr_value_9,3), assigned_value(attr_name_0,attr_value_1,4), assigned_value(attr_name_0,attr_value_3,5), assigned_value(attr_name_0,attr_value_0,6), assigned_value(attr_name_1,attr_value_26,1), assigned_value(attr_name_1,attr_value_27,2), assigned_value(attr_name_1,attr_value_26,3), assigned_value(attr_name_1,attr_value_27,4), assigned_value(attr_name_1,attr_value_26,5), assigned_value(attr_name_1,attr_value_28,6), assigned_value(attr_name_2,24,1), assigned_value(attr_name_2,21,2), assigned_value(attr_name_2,24,3), assigned_value(attr_name_2,23,4), assigned_value(attr_name_2,20,5), assigned_value(attr_name_2,21,6), assigned_value(evt_val_3,4,2), assigned_value(evt_val_3,1565,3), assigned_value(evt_val_4,50,1), assigned_value(evt_val_4,2497,4), assigned_value(evt_val_4,2785,5), assigned_value(evt_val_4,50,6), trace(evt_val_4,1), trace(evt_val_3,2), trace(evt_val_3,3), trace(evt_val_4,4), trace(evt_val_4,5), trace(evt_val_4,6)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Generating trace:3/4 with events:6)
DEBUG:ASP generator: Initializing clingo trace(3/4) with length:6), Seed 1041570659
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_9,1), assigned_value(attr_name_0,attr_value_1,2), assigned_value(attr_name_0,attr_value_1,3), assigned_value(attr_name_0,attr_value_9,4), assigned_value(attr_name_0,attr_value_1,5), assigned_value(attr_name_0,attr_value_0,6), assigned_value(attr_name_1,attr_value_26,2), assigned_value(attr_name_1,attr_value_26,3), assigned_value(attr_name_1,attr_value_26,4), assigned_value(attr_name_1,attr_value_26,6), assigned_value(attr_name_2,21,2), assigned_value(attr_name_2,23,3), assigned_value(attr_name_2,21,4), assigned_value(attr_name_2,21,6), assigned_value(evt_val_3,894,2), assigned_value(evt_val_3,2131,6), assigned_value(evt_val_4,50,3), assigned_value(evt_val_4,50,4), assigned_value(evt_val_5,2,1), assigned_value(evt_val_5,2,5), trace(evt_val_5,1), trace(evt_val_3,2), trace(evt_val_4,3), trace(evt_val_4,4), trace(evt_val_5,5), trace(evt_val_3,6)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Generating trace:4/4 with events:6)
DEBUG:ASP generator: Initializing clingo trace(4/4) with length:6), Seed 3300037528
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_9,1), assigned_value(attr_name_0,attr_value_1,2), assigned_value(attr_name_0,attr_value_9,3), assigned_value(attr_name_0,attr_value_9,4), assigned_value(attr_name_0,attr_value_0,5), assigned_value(attr_name_0,attr_value_1,6), assigned_value(attr_name_1,attr_value_29,1), assigned_value(attr_name_1,attr_value_28,2), assigned_value(attr_name_1,attr_value_26,3), assigned_value(attr_name_1,attr_value_26,4), assigned_value(attr_name_1,attr_value_26,5), assigned_value(attr_name_1,attr_value_28,6), assigned_value(attr_name_2,23,1), assigned_value(attr_name_2,20,2), assigned_value(attr_name_2,20,3), assigned_value(attr_name_2,20,4), assigned_value(attr_name_2,24,5), assigned_value(attr_name_2,21,6), assigned_value(evt_val_3,279,5), assigned_value(evt_val_3,2,6), assigned_value(evt_val_4,775,1), assigned_value(evt_val_4,2723,2), assigned_value(evt_val_4,51,3), assigned_value(evt_val_4,3647,4), trace(evt_val_4,1), trace(evt_val_4,2), trace(evt_val_4,3), trace(evt_val_4,4), trace(evt_val_3,5), trace(evt_val_3,6)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Total trace to generate and events: Traces:2, Events: 10, RandFrequency: 0.9
DEBUG:ASP generator: Generating trace:1/2 with events:10)
DEBUG:ASP generator: Initializing clingo trace(1/2) with length:10), Seed 1015367894
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_9,1), assigned_value(attr_name_0,attr_value_2,2), assigned_value(attr_name_0,attr_value_0,3), assigned_value(attr_name_0,attr_value_9,4), assigned_value(attr_name_0,attr_value_1,5), assigned_value(attr_name_0,attr_value_9,6), assigned_value(attr_name_0,attr_value_0,7), assigned_value(attr_name_0,attr_value_9,8), assigned_value(attr_name_0,attr_value_9,9), assigned_value(attr_name_0,attr_value_9,10), assigned_value(attr_name_1,attr_value_26,1), assigned_value(attr_name_1,attr_value_29,2), assigned_value(attr_name_1,attr_value_27,3), assigned_value(attr_name_1,attr_value_26,4), assigned_value(attr_name_1,attr_value_27,6), assigned_value(attr_name_1,attr_value_27,7), assigned_value(attr_name_1,attr_value_30,8), assigned_value(attr_name_1,attr_value_28,9), assigned_value(attr_name_1,attr_value_146,10), assigned_value(attr_name_2,20,1), assigned_value(attr_name_2,23,2), assigned_value(attr_name_2,20,3), assigned_value(attr_name_2,70,4), assigned_value(attr_name_2,23,6), assigned_value(attr_name_2,20,7), assigned_value(attr_name_2,20,8), assigned_value(attr_name_2,78,9), assigned_value(attr_name_2,89,10), assigned_value(evt_val_4,50,1), assigned_value(evt_val_4,858,2), assigned_value(evt_val_4,4816,3), assigned_value(evt_val_4,5324,4), assigned_value(evt_val_4,4404,6), assigned_value(evt_val_4,577,7), assigned_value(evt_val_4,3414,8), assigned_value(evt_val_4,3906,9), assigned_value(evt_val_4,3935,10), assigned_value(evt_val_5,2,5), trace(evt_val_4,1), trace(evt_val_4,2), trace(evt_val_4,3), trace(evt_val_4,4), trace(evt_val_5,5), trace(evt_val_4,6), trace(evt_val_4,7), trace(evt_val_4,8), trace(evt_val_4,9), trace(evt_val_4,10)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Generating trace:2/2 with events:10)
DEBUG:ASP generator: Initializing clingo trace(2/2) with length:10), Seed 128391084
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_9,1), assigned_value(attr_name_0,attr_value_9,2), assigned_value(attr_name_0,attr_value_0,3), assigned_value(attr_name_0,attr_value_1,4), assigned_value(attr_name_0,attr_value_0,5), assigned_value(attr_name_0,attr_value_9,6), assigned_value(attr_name_0,attr_value_1,7), assigned_value(attr_name_0,attr_value_1,8), assigned_value(attr_name_0,attr_value_0,9), assigned_value(attr_name_0,attr_value_0,10), assigned_value(attr_name_1,attr_value_26,1), assigned_value(attr_name_1,attr_value_28,2), assigned_value(attr_name_1,attr_value_26,3), assigned_value(attr_name_1,attr_value_28,4), assigned_value(attr_name_1,attr_value_30,5), assigned_value(attr_name_1,attr_value_26,6), assigned_value(attr_name_1,attr_value_27,7), assigned_value(attr_name_1,attr_value_28,8), assigned_value(attr_name_1,attr_value_27,9), assigned_value(attr_name_1,attr_value_27,10), assigned_value(attr_name_2,22,1), assigned_value(attr_name_2,21,2), assigned_value(attr_name_2,20,3), assigned_value(attr_name_2,22,4), assigned_value(attr_name_2,21,5), assigned_value(attr_name_2,21,6), assigned_value(attr_name_2,20,7), assigned_value(attr_name_2,20,8), assigned_value(attr_name_2,20,9), assigned_value(attr_name_2,21,10), assigned_value(evt_val_3,1326,2), assigned_value(evt_val_3,1879,7), assigned_value(evt_val_3,2,8), assigned_value(evt_val_4,3257,1), assigned_value(evt_val_4,51,3), assigned_value(evt_val_4,4612,4), assigned_value(evt_val_4,50,5), assigned_value(evt_val_4,50,6), assigned_value(evt_val_4,50,9), assigned_value(evt_val_4,50,10), trace(evt_val_4,1), trace(evt_val_3,2), trace(evt_val_4,3), trace(evt_val_4,4), trace(evt_val_4,5), trace(evt_val_4,6), trace(evt_val_3,7), trace(evt_val_3,8), trace(evt_val_4,9), trace(evt_val_4,10)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Total trace to generate and events: Traces:2, Events: 9, RandFrequency: 0.9
DEBUG:ASP generator: Generating trace:1/2 with events:9)
DEBUG:ASP generator: Initializing clingo trace(1/2) with length:9), Seed 2406335166
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_0,1), assigned_value(attr_name_0,attr_value_9,2), assigned_value(attr_name_0,attr_value_0,3), assigned_value(attr_name_0,attr_value_9,4), assigned_value(attr_name_0,attr_value_9,5), assigned_value(attr_name_0,attr_value_9,6), assigned_value(attr_name_0,attr_value_9,7), assigned_value(attr_name_0,attr_value_8,8), assigned_value(attr_name_0,attr_value_9,9), assigned_value(attr_name_1,attr_value_30,1), assigned_value(attr_name_1,attr_value_33,2), assigned_value(attr_name_1,attr_value_26,3), assigned_value(attr_name_1,attr_value_27,5), assigned_value(attr_name_1,attr_value_26,6), assigned_value(attr_name_1,attr_value_26,7), assigned_value(attr_name_1,attr_value_117,8), assigned_value(attr_name_1,attr_value_26,9), assigned_value(attr_name_2,20,1), assigned_value(attr_name_2,20,2), assigned_value(attr_name_2,20,3), assigned_value(attr_name_2,20,5), assigned_value(attr_name_2,21,6), assigned_value(attr_name_2,20,7), assigned_value(attr_name_2,20,8), assigned_value(attr_name_2,20,9), assigned_value(evt_val_3,2,3), assigned_value(evt_val_3,2034,7), assigned_value(evt_val_3,2,8), assigned_value(evt_val_4,3384,1), assigned_value(evt_val_4,5038,2), assigned_value(evt_val_4,1404,5), assigned_value(evt_val_4,4018,6), assigned_value(evt_val_4,50,9), assigned_value(evt_val_5,2,4), trace(evt_val_4,1), trace(evt_val_4,2), trace(evt_val_3,3), trace(evt_val_5,4), trace(evt_val_4,5), trace(evt_val_4,6), trace(evt_val_3,7), trace(evt_val_3,8), trace(evt_val_4,9)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Generating trace:2/2 with events:9)
DEBUG:ASP generator: Initializing clingo trace(2/2) with length:9), Seed 631816808
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_0,1), assigned_value(attr_name_0,attr_value_9,2), assigned_value(attr_name_0,attr_value_0,3), assigned_value(attr_name_0,attr_value_4,4), assigned_value(attr_name_0,attr_value_9,5), assigned_value(attr_name_0,attr_value_2,6), assigned_value(attr_name_0,attr_value_9,7), assigned_value(attr_name_0,attr_value_1,8), assigned_value(attr_name_0,attr_value_9,9), assigned_value(attr_name_1,attr_value_26,1), assigned_value(attr_name_1,attr_value_27,2), assigned_value(attr_name_1,attr_value_26,3), assigned_value(attr_name_1,attr_value_28,4), assigned_value(attr_name_1,attr_value_27,5), assigned_value(attr_name_1,attr_value_27,6), assigned_value(attr_name_1,attr_value_26,7), assigned_value(attr_name_1,attr_value_116,8), assigned_value(attr_name_1,attr_value_28,9), assigned_value(attr_name_2,20,1), assigned_value(attr_name_2,21,2), assigned_value(attr_name_2,20,3), assigned_value(attr_name_2,20,4), assigned_value(attr_name_2,21,5), assigned_value(attr_name_2,23,6), assigned_value(attr_name_2,20,7), assigned_value(attr_name_2,20,8), assigned_value(attr_name_2,20,9), assigned_value(evt_val_3,1793,1), assigned_value(evt_val_3,1032,2), assigned_value(evt_val_3,2,4), assigned_value(evt_val_3,2139,5), assigned_value(evt_val_3,2054,7), assigned_value(evt_val_4,50,3), assigned_value(evt_val_4,50,6), assigned_value(evt_val_4,3799,8), assigned_value(evt_val_4,53,9), trace(evt_val_3,1), trace(evt_val_3,2), trace(evt_val_4,3), trace(evt_val_3,4), trace(evt_val_3,5), trace(evt_val_4,6), trace(evt_val_3,7), trace(evt_val_4,8), trace(evt_val_4,9)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Total trace to generate and events: Traces:2, Events: 5, RandFrequency: 0.9
DEBUG:ASP generator: Generating trace:1/2 with events:5)
DEBUG:ASP generator: Initializing clingo trace(1/2) with length:5), Seed 2632589034
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_9,1), assigned_value(attr_name_0,attr_value_9,2), assigned_value(attr_name_0,attr_value_9,3), assigned_value(attr_name_0,attr_value_1,4), assigned_value(attr_name_0,attr_value_0,5), assigned_value(attr_name_1,attr_value_28,1), assigned_value(attr_name_1,attr_value_26,2), assigned_value(attr_name_1,attr_value_26,3), assigned_value(attr_name_1,attr_value_27,4), assigned_value(attr_name_1,attr_value_35,5), assigned_value(attr_name_2,21,1), assigned_value(attr_name_2,24,2), assigned_value(attr_name_2,21,3), assigned_value(attr_name_2,20,4), assigned_value(attr_name_2,90,5), assigned_value(evt_val_3,2321,1), assigned_value(evt_val_3,499,4), assigned_value(evt_val_3,2,5), assigned_value(evt_val_4,2800,2), assigned_value(evt_val_4,53,3), trace(evt_val_3,1), trace(evt_val_4,2), trace(evt_val_4,3), trace(evt_val_3,4), trace(evt_val_3,5)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Generating trace:2/2 with events:5)
DEBUG:ASP generator: Initializing clingo trace(2/2) with length:5), Seed 2846527317
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_1,1), assigned_value(attr_name_0,attr_value_0,2), assigned_value(attr_name_0,attr_value_2,3), assigned_value(attr_name_0,attr_value_9,4), assigned_value(attr_name_0,attr_value_2,5), assigned_value(attr_name_1,attr_value_29,2), assigned_value(attr_name_1,attr_value_27,3), assigned_value(attr_name_1,attr_value_26,4), assigned_value(attr_name_1,attr_value_28,5), assigned_value(attr_name_2,20,2), assigned_value(attr_name_2,21,3), assigned_value(attr_name_2,20,4), assigned_value(attr_name_2,90,5), assigned_value(evt_val_3,736,3), assigned_value(evt_val_3,591,5), assigned_value(evt_val_4,51,2), assigned_value(evt_val_4,50,4), assigned_value(evt_val_5,2,1), trace(evt_val_5,1), trace(evt_val_4,2), trace(evt_val_3,3), trace(evt_val_4,4), trace(evt_val_3,5)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator:Generating traces
DEBUG:ASP generator:Translate declare model to ASP
DEBUG:ASP generator:Declare model translated to ASP. Total Facts 13
DEBUG:ASP generator:ASP encoding generated
DEBUG:ASP generator:Start generating traces: Counter()
DEBUG:ASP generator:Traces generated. Positive: 0 Neg: 10. Parsing Trace results.
DEBUG:ASP generator:Trace results parsed
DEBUG:ASP generator:Generating Pm4py log
DEBUG:ASP generator:Pm4py generated but not saved yet
Setting up Rules for the Activation Conditions¶
Users can specify the number of activations of a DECLARE constraint in the synthetic cases. This can be done with the set_activation_conditions method by specifying an interval of activations for specific DECLARE constraints in the loaded model
[12]:
asp_gen: AspGenerator = AspGenerator(model, num_of_cases, num_min_events, num_max_events)
asp_gen.set_activation_conditions({
'Response[CRP, Release B] |A.org:group is J |T.org:group is A |':
[2, 3]}) # activation should occur between 2 to 3 times
asp_gen.run()
asp_gen.to_xes(f'{model_name}.xes')
DEBUG:ASP generator:Distribution for traces uniform
DEBUG:ASP generator:traces: 10, events can have a trace min(3) max(10)
INFO:ASP generator:Computing distribution
DEBUG:Distributor:Distribution() uniform min_mu: 3 max_sigma: 10 num_traces: 10 custom_prob: None
DEBUG:Distributor:Uniform() probabilities: [Fraction(1, 8), Fraction(1, 8), Fraction(1, 8), Fraction(1, 8), Fraction(1, 8), Fraction(1, 8), Fraction(1, 8), Fraction(1, 8)]
DEBUG:Distributor:Custom_dist() min_mu:3 max_sigma:10 num_traces:10
DEBUG:Distributor:Probabilities sum 1
DEBUG:Distributor:Distribution result: [8 8 8 3 4 5 6 7 9 7]
INFO:ASP generator:Distribution result Counter({8: 3, 7: 2, 3: 1, 4: 1, 5: 1, 6: 1, 9: 1})
DEBUG:ASP generator:Using custom traces length
INFO:ASP generator:Computing distribution
DEBUG:Distributor:Distribution() uniform min_mu: 3 max_sigma: 10 num_traces: 10 custom_prob: None
DEBUG:Distributor:Uniform() probabilities: [Fraction(1, 8), Fraction(1, 8), Fraction(1, 8), Fraction(1, 8), Fraction(1, 8), Fraction(1, 8), Fraction(1, 8), Fraction(1, 8)]
DEBUG:Distributor:Custom_dist() min_mu:3 max_sigma:10 num_traces:10
DEBUG:Distributor:Probabilities sum 1
DEBUG:Distributor:Distribution result: [ 5 3 9 10 6 8 6 6 8 7]
INFO:ASP generator:Distribution result Counter({6: 3, 8: 2, 5: 1, 3: 1, 9: 1, 10: 1, 7: 1})
INFO:ASP generator:Computing distribution
DEBUG:ASP generator:Generating traces
DEBUG:ASP generator:Translate declare model to ASP
DEBUG:ASP generator:Declare model translated to ASP. Total Facts 13
DEBUG:ASP generator:ASP encoding generated
DEBUG:ASP generator:Start generating traces: Counter({6: 3, 8: 2, 5: 1, 3: 1, 9: 1, 10: 1, 7: 1})
DEBUG:ASP generator: Total trace to generate and events: Traces:1, Events: 5, RandFrequency: 0.9
DEBUG:ASP generator: Generating trace:1/1 with events:5)
DEBUG:ASP generator: Initializing clingo trace(1/1) with length:5), Seed 4176043046
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_0,1), assigned_value(attr_name_0,attr_value_1,2), assigned_value(attr_name_0,attr_value_9,3), assigned_value(attr_name_0,attr_value_9,4), assigned_value(attr_name_0,attr_value_0,5), assigned_value(attr_name_1,attr_value_27,1), assigned_value(attr_name_1,attr_value_28,2), assigned_value(attr_name_1,attr_value_26,5), assigned_value(attr_name_2,21,1), assigned_value(attr_name_2,20,2), assigned_value(attr_name_2,20,5), assigned_value(attr_name_3,attr_value_147,1), assigned_value(attr_name_4,attr_value_148,1), assigned_value(attr_name_5,attr_value_147,1), assigned_value(attr_name_6,attr_value_148,1), assigned_value(attr_name_7,attr_value_147,1), assigned_value(attr_name_8,attr_value_147,1), assigned_value(attr_name_9,attr_value_148,1), assigned_value(attr_name_10,attr_value_148,1), assigned_value(attr_name_11,attr_value_147,1), assigned_value(attr_name_12,attr_value_147,1), assigned_value(attr_name_13,attr_value_147,1), assigned_value(attr_name_14,attr_value_148,1), assigned_value(attr_name_15,attr_value_148,1), assigned_value(attr_name_16,attr_value_147,1), assigned_value(attr_name_17,attr_value_147,1), assigned_value(attr_name_18,attr_value_147,1), assigned_value(attr_name_19,attr_value_148,1), assigned_value(attr_name_20,attr_value_148,1), assigned_value(attr_name_21,attr_value_148,1), assigned_value(attr_name_22,attr_value_148,1), assigned_value(attr_name_23,attr_value_147,1), assigned_value(attr_name_24,attr_value_147,1), assigned_value(evt_val_4,4001,5), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_10,3), trace(evt_val_10,4), trace(evt_val_4,5)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Total trace to generate and events: Traces:1, Events: 3, RandFrequency: 0.9
DEBUG:ASP generator: Generating trace:1/1 with events:3)
DEBUG:ASP generator: Initializing clingo trace(1/1) with length:3), Seed 354676130
DEBUG:ASP generator: Clingo Result: UNSAT
/root/PycharmProjects/Declare4Py_PyPi/Declare4Py/ProcessMiningTasks/ASPLogGeneration/asp_generator.py:353: UserWarning: WARNING: Cannot generate 1 positive trace/s exactly with 3 events with this Declare model.
warnings.warn(
DEBUG:ASP generator: Total trace to generate and events: Traces:1, Events: 9, RandFrequency: 0.9
DEBUG:ASP generator: Generating trace:1/1 with events:9)
DEBUG:ASP generator: Initializing clingo trace(1/1) with length:9), Seed 2429924591
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_2,1), assigned_value(attr_name_0,attr_value_9,2), assigned_value(attr_name_0,attr_value_9,3), assigned_value(attr_name_0,attr_value_9,4), assigned_value(attr_name_0,attr_value_9,5), assigned_value(attr_name_0,attr_value_3,6), assigned_value(attr_name_0,attr_value_4,7), assigned_value(attr_name_0,attr_value_0,8), assigned_value(attr_name_0,attr_value_1,9), assigned_value(attr_name_1,attr_value_26,1), assigned_value(attr_name_1,attr_value_30,2), assigned_value(attr_name_1,attr_value_28,3), assigned_value(attr_name_1,attr_value_26,6), assigned_value(attr_name_1,attr_value_26,8), assigned_value(attr_name_1,attr_value_28,9), assigned_value(attr_name_2,20,1), assigned_value(attr_name_2,20,2), assigned_value(attr_name_2,21,3), assigned_value(attr_name_2,22,6), assigned_value(attr_name_2,20,8), assigned_value(attr_name_2,20,9), assigned_value(attr_name_3,attr_value_147,1), assigned_value(attr_name_4,attr_value_148,1), assigned_value(attr_name_5,attr_value_148,1), assigned_value(attr_name_6,attr_value_147,1), assigned_value(attr_name_7,attr_value_147,1), assigned_value(attr_name_8,attr_value_147,1), assigned_value(attr_name_9,attr_value_147,1), assigned_value(attr_name_10,attr_value_148,1), assigned_value(attr_name_11,attr_value_148,1), assigned_value(attr_name_12,attr_value_148,1), assigned_value(attr_name_13,attr_value_148,1), assigned_value(attr_name_14,attr_value_147,1), assigned_value(attr_name_15,attr_value_147,1), assigned_value(attr_name_16,attr_value_148,1), assigned_value(attr_name_17,attr_value_148,1), assigned_value(attr_name_18,attr_value_148,1), assigned_value(attr_name_19,attr_value_148,1), assigned_value(attr_name_20,attr_value_147,1), assigned_value(attr_name_21,attr_value_148,1), assigned_value(attr_name_22,attr_value_147,1), assigned_value(attr_name_23,attr_value_147,1), assigned_value(attr_name_24,attr_value_148,1), assigned_value(evt_val_3,1802,3), assigned_value(evt_val_3,2013,8), assigned_value(evt_val_3,2,9), assigned_value(evt_val_4,3690,6), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_3,3), trace(evt_val_10,4), trace(evt_val_10,5), trace(evt_val_4,6), trace(evt_val_12,7), trace(evt_val_3,8), trace(evt_val_3,9)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Total trace to generate and events: Traces:1, Events: 10, RandFrequency: 0.9
DEBUG:ASP generator: Generating trace:1/1 with events:10)
DEBUG:ASP generator: Initializing clingo trace(1/1) with length:10), Seed 1044152211
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_9,1), assigned_value(attr_name_0,attr_value_9,2), assigned_value(attr_name_0,attr_value_9,3), assigned_value(attr_name_0,attr_value_1,4), assigned_value(attr_name_0,attr_value_2,5), assigned_value(attr_name_0,attr_value_9,6), assigned_value(attr_name_0,attr_value_0,7), assigned_value(attr_name_0,attr_value_0,8), assigned_value(attr_name_0,attr_value_9,9), assigned_value(attr_name_0,attr_value_0,10), assigned_value(attr_name_1,attr_value_26,1), assigned_value(attr_name_1,attr_value_26,2), assigned_value(attr_name_1,attr_value_26,4), assigned_value(attr_name_1,attr_value_26,5), assigned_value(attr_name_1,attr_value_27,7), assigned_value(attr_name_1,attr_value_26,8), assigned_value(attr_name_1,attr_value_30,10), assigned_value(attr_name_2,21,1), assigned_value(attr_name_2,20,2), assigned_value(attr_name_2,20,4), assigned_value(attr_name_2,20,5), assigned_value(attr_name_2,21,7), assigned_value(attr_name_2,20,8), assigned_value(attr_name_2,20,10), assigned_value(attr_name_3,attr_value_147,1), assigned_value(attr_name_4,attr_value_147,1), assigned_value(attr_name_5,attr_value_148,1), assigned_value(attr_name_6,attr_value_148,1), assigned_value(attr_name_7,attr_value_148,1), assigned_value(attr_name_8,attr_value_147,1), assigned_value(attr_name_9,attr_value_147,1), assigned_value(attr_name_10,attr_value_147,1), assigned_value(attr_name_11,attr_value_148,1), assigned_value(attr_name_12,attr_value_147,1), assigned_value(attr_name_13,attr_value_148,1), assigned_value(attr_name_14,attr_value_147,1), assigned_value(attr_name_15,attr_value_148,1), assigned_value(attr_name_16,attr_value_147,1), assigned_value(attr_name_17,attr_value_147,1), assigned_value(attr_name_18,attr_value_147,1), assigned_value(attr_name_19,attr_value_147,1), assigned_value(attr_name_20,attr_value_148,1), assigned_value(attr_name_21,attr_value_147,1), assigned_value(attr_name_22,attr_value_148,1), assigned_value(attr_name_23,attr_value_148,1), assigned_value(attr_name_24,attr_value_148,1), assigned_value(evt_val_3,150,5), assigned_value(evt_val_4,2308,4), assigned_value(evt_val_4,4096,7), assigned_value(evt_val_4,3098,8), assigned_value(evt_val_4,50,10), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_10,3), trace(evt_val_4,4), trace(evt_val_3,5), trace(evt_val_10,6), trace(evt_val_4,7), trace(evt_val_4,8), trace(evt_val_12,9), trace(evt_val_4,10)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Total trace to generate and events: Traces:3, Events: 6, RandFrequency: 0.9
DEBUG:ASP generator: Generating trace:1/3 with events:6)
DEBUG:ASP generator: Initializing clingo trace(1/3) with length:6), Seed 2548044119
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_5,1), assigned_value(attr_name_0,attr_value_2,2), assigned_value(attr_name_0,attr_value_3,3), assigned_value(attr_name_0,attr_value_9,4), assigned_value(attr_name_0,attr_value_9,5), assigned_value(attr_name_0,attr_value_9,6), assigned_value(attr_name_1,attr_value_26,1), assigned_value(attr_name_1,attr_value_27,2), assigned_value(attr_name_1,attr_value_26,3), assigned_value(attr_name_2,20,1), assigned_value(attr_name_2,55,2), assigned_value(attr_name_2,24,3), assigned_value(attr_name_3,attr_value_148,1), assigned_value(attr_name_4,attr_value_148,1), assigned_value(attr_name_5,attr_value_147,1), assigned_value(attr_name_6,attr_value_148,1), assigned_value(attr_name_7,attr_value_147,1), assigned_value(attr_name_8,attr_value_147,1), assigned_value(attr_name_9,attr_value_148,1), assigned_value(attr_name_10,attr_value_147,1), assigned_value(attr_name_11,attr_value_147,1), assigned_value(attr_name_12,attr_value_147,1), assigned_value(attr_name_13,attr_value_147,1), assigned_value(attr_name_14,attr_value_147,1), assigned_value(attr_name_15,attr_value_147,1), assigned_value(attr_name_16,attr_value_147,1), assigned_value(attr_name_17,attr_value_147,1), assigned_value(attr_name_18,attr_value_148,1), assigned_value(attr_name_19,attr_value_148,1), assigned_value(attr_name_20,attr_value_147,1), assigned_value(attr_name_21,attr_value_148,1), assigned_value(attr_name_22,attr_value_148,1), assigned_value(attr_name_23,attr_value_147,1), assigned_value(attr_name_24,attr_value_148,1), assigned_value(evt_val_4,2354,3), assigned_value(evt_val_5,11,5), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_4,3), trace(evt_val_10,4), trace(evt_val_5,5), trace(evt_val_10,6)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Generating trace:2/3 with events:6)
DEBUG:ASP generator: Initializing clingo trace(2/3) with length:6), Seed 2783466882
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_0,1), assigned_value(attr_name_0,attr_value_9,2), assigned_value(attr_name_0,attr_value_9,3), assigned_value(attr_name_0,attr_value_9,4), assigned_value(attr_name_0,attr_value_9,5), assigned_value(attr_name_0,attr_value_3,6), assigned_value(attr_name_1,attr_value_27,1), assigned_value(attr_name_1,attr_value_26,2), assigned_value(attr_name_1,attr_value_100,4), assigned_value(attr_name_1,attr_value_27,6), assigned_value(attr_name_2,20,1), assigned_value(attr_name_2,22,2), assigned_value(attr_name_2,20,4), assigned_value(attr_name_2,61,6), assigned_value(attr_name_3,attr_value_148,1), assigned_value(attr_name_4,attr_value_147,1), assigned_value(attr_name_5,attr_value_147,1), assigned_value(attr_name_6,attr_value_148,1), assigned_value(attr_name_7,attr_value_147,1), assigned_value(attr_name_8,attr_value_148,1), assigned_value(attr_name_9,attr_value_147,1), assigned_value(attr_name_10,attr_value_147,1), assigned_value(attr_name_11,attr_value_148,1), assigned_value(attr_name_12,attr_value_148,1), assigned_value(attr_name_13,attr_value_147,1), assigned_value(attr_name_14,attr_value_148,1), assigned_value(attr_name_15,attr_value_147,1), assigned_value(attr_name_16,attr_value_147,1), assigned_value(attr_name_17,attr_value_148,1), assigned_value(attr_name_18,attr_value_148,1), assigned_value(attr_name_19,attr_value_147,1), assigned_value(attr_name_20,attr_value_148,1), assigned_value(attr_name_21,attr_value_148,1), assigned_value(attr_name_22,attr_value_148,1), assigned_value(attr_name_23,attr_value_148,1), assigned_value(attr_name_24,attr_value_147,1), assigned_value(evt_val_3,1644,4), assigned_value(evt_val_4,1654,6), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_10,3), trace(evt_val_3,4), trace(evt_val_10,5), trace(evt_val_4,6)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Generating trace:3/3 with events:6)
DEBUG:ASP generator: Initializing clingo trace(3/3) with length:6), Seed 1111816299
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_0,1), assigned_value(attr_name_0,attr_value_9,2), assigned_value(attr_name_0,attr_value_9,3), assigned_value(attr_name_0,attr_value_9,4), assigned_value(attr_name_0,attr_value_0,5), assigned_value(attr_name_0,attr_value_1,6), assigned_value(attr_name_1,attr_value_28,1), assigned_value(attr_name_1,attr_value_26,2), assigned_value(attr_name_1,attr_value_28,5), assigned_value(attr_name_1,attr_value_28,6), assigned_value(attr_name_2,20,1), assigned_value(attr_name_2,22,2), assigned_value(attr_name_2,20,5), assigned_value(attr_name_2,21,6), assigned_value(attr_name_3,attr_value_147,1), assigned_value(attr_name_4,attr_value_148,1), assigned_value(attr_name_5,attr_value_148,1), assigned_value(attr_name_6,attr_value_147,1), assigned_value(attr_name_7,attr_value_147,1), assigned_value(attr_name_8,attr_value_147,1), assigned_value(attr_name_9,attr_value_147,1), assigned_value(attr_name_10,attr_value_147,1), assigned_value(attr_name_11,attr_value_148,1), assigned_value(attr_name_12,attr_value_148,1), assigned_value(attr_name_13,attr_value_148,1), assigned_value(attr_name_14,attr_value_147,1), assigned_value(attr_name_15,attr_value_147,1), assigned_value(attr_name_16,attr_value_147,1), assigned_value(attr_name_17,attr_value_148,1), assigned_value(attr_name_18,attr_value_148,1), assigned_value(attr_name_19,attr_value_147,1), assigned_value(attr_name_20,attr_value_147,1), assigned_value(attr_name_21,attr_value_147,1), assigned_value(attr_name_22,attr_value_147,1), assigned_value(attr_name_23,attr_value_148,1), assigned_value(attr_name_24,attr_value_148,1), assigned_value(evt_val_3,2741,5), assigned_value(evt_val_4,2525,6), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_10,3), trace(evt_val_10,4), trace(evt_val_3,5), trace(evt_val_4,6)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Total trace to generate and events: Traces:2, Events: 8, RandFrequency: 0.9
DEBUG:ASP generator: Generating trace:1/2 with events:8)
DEBUG:ASP generator: Initializing clingo trace(1/2) with length:8), Seed 1673495775
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_9,1), assigned_value(attr_name_0,attr_value_9,2), assigned_value(attr_name_0,attr_value_2,3), assigned_value(attr_name_0,attr_value_1,4), assigned_value(attr_name_0,attr_value_9,5), assigned_value(attr_name_0,attr_value_9,6), assigned_value(attr_name_0,attr_value_0,7), assigned_value(attr_name_0,attr_value_9,8), assigned_value(attr_name_1,attr_value_28,1), assigned_value(attr_name_1,attr_value_28,2), assigned_value(attr_name_1,attr_value_30,3), assigned_value(attr_name_1,attr_value_29,4), assigned_value(attr_name_1,attr_value_26,5), assigned_value(attr_name_1,attr_value_26,7), assigned_value(attr_name_2,20,1), assigned_value(attr_name_2,22,2), assigned_value(attr_name_2,26,3), assigned_value(attr_name_2,21,4), assigned_value(attr_name_2,59,5), assigned_value(attr_name_2,20,7), assigned_value(attr_name_3,attr_value_148,1), assigned_value(attr_name_4,attr_value_148,1), assigned_value(attr_name_5,attr_value_147,1), assigned_value(attr_name_6,attr_value_148,1), assigned_value(attr_name_7,attr_value_148,1), assigned_value(attr_name_8,attr_value_148,1), assigned_value(attr_name_9,attr_value_147,1), assigned_value(attr_name_10,attr_value_147,1), assigned_value(attr_name_11,attr_value_147,1), assigned_value(attr_name_12,attr_value_148,1), assigned_value(attr_name_13,attr_value_147,1), assigned_value(attr_name_14,attr_value_147,1), assigned_value(attr_name_15,attr_value_147,1), assigned_value(attr_name_16,attr_value_148,1), assigned_value(attr_name_17,attr_value_147,1), assigned_value(attr_name_18,attr_value_147,1), assigned_value(attr_name_19,attr_value_148,1), assigned_value(attr_name_20,attr_value_147,1), assigned_value(attr_name_21,attr_value_147,1), assigned_value(attr_name_22,attr_value_148,1), assigned_value(attr_name_23,attr_value_147,1), assigned_value(attr_name_24,attr_value_147,1), assigned_value(evt_val_3,3,3), assigned_value(evt_val_3,1706,5), assigned_value(evt_val_4,50,4), assigned_value(evt_val_4,4205,7), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_3,3), trace(evt_val_4,4), trace(evt_val_3,5), trace(evt_val_10,6), trace(evt_val_4,7), trace(evt_val_10,8)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Generating trace:2/2 with events:8)
DEBUG:ASP generator: Initializing clingo trace(2/2) with length:8), Seed 755795775
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_0,1), assigned_value(attr_name_0,attr_value_9,2), assigned_value(attr_name_0,attr_value_9,3), assigned_value(attr_name_0,attr_value_1,4), assigned_value(attr_name_0,attr_value_1,5), assigned_value(attr_name_0,attr_value_2,6), assigned_value(attr_name_0,attr_value_9,7), assigned_value(attr_name_0,attr_value_9,8), assigned_value(attr_name_1,attr_value_27,1), assigned_value(attr_name_1,attr_value_26,2), assigned_value(attr_name_1,attr_value_26,4), assigned_value(attr_name_1,attr_value_30,5), assigned_value(attr_name_1,attr_value_26,6), assigned_value(attr_name_1,attr_value_27,7), assigned_value(attr_name_2,22,1), assigned_value(attr_name_2,20,2), assigned_value(attr_name_2,21,4), assigned_value(attr_name_2,23,5), assigned_value(attr_name_2,21,6), assigned_value(attr_name_2,20,7), assigned_value(attr_name_3,attr_value_148,1), assigned_value(attr_name_4,attr_value_147,1), assigned_value(attr_name_5,attr_value_147,1), assigned_value(attr_name_6,attr_value_148,1), assigned_value(attr_name_7,attr_value_148,1), assigned_value(attr_name_8,attr_value_147,1), assigned_value(attr_name_9,attr_value_147,1), assigned_value(attr_name_10,attr_value_148,1), assigned_value(attr_name_11,attr_value_147,1), assigned_value(attr_name_12,attr_value_148,1), assigned_value(attr_name_13,attr_value_147,1), assigned_value(attr_name_14,attr_value_147,1), assigned_value(attr_name_15,attr_value_148,1), assigned_value(attr_name_16,attr_value_148,1), assigned_value(attr_name_17,attr_value_148,1), assigned_value(attr_name_18,attr_value_148,1), assigned_value(attr_name_19,attr_value_147,1), assigned_value(attr_name_20,attr_value_147,1), assigned_value(attr_name_21,attr_value_147,1), assigned_value(attr_name_22,attr_value_148,1), assigned_value(attr_name_23,attr_value_148,1), assigned_value(attr_name_24,attr_value_148,1), assigned_value(evt_val_3,3252,7), assigned_value(evt_val_4,2766,4), assigned_value(evt_val_4,2232,5), assigned_value(evt_val_4,5631,6), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_10,3), trace(evt_val_4,4), trace(evt_val_4,5), trace(evt_val_4,6), trace(evt_val_3,7), trace(evt_val_10,8)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Total trace to generate and events: Traces:1, Events: 7, RandFrequency: 0.9
DEBUG:ASP generator: Generating trace:1/1 with events:7)
DEBUG:ASP generator: Initializing clingo trace(1/1) with length:7), Seed 2198134769
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_9,1), assigned_value(attr_name_0,attr_value_0,2), assigned_value(attr_name_0,attr_value_0,3), assigned_value(attr_name_0,attr_value_9,4), assigned_value(attr_name_0,attr_value_0,5), assigned_value(attr_name_0,attr_value_9,6), assigned_value(attr_name_0,attr_value_9,7), assigned_value(attr_name_1,attr_value_26,1), assigned_value(attr_name_1,attr_value_26,2), assigned_value(attr_name_1,attr_value_26,3), assigned_value(attr_name_1,attr_value_26,4), assigned_value(attr_name_1,attr_value_27,5), assigned_value(attr_name_2,24,1), assigned_value(attr_name_2,21,2), assigned_value(attr_name_2,20,3), assigned_value(attr_name_2,23,4), assigned_value(attr_name_2,25,5), assigned_value(attr_name_3,attr_value_148,1), assigned_value(attr_name_4,attr_value_147,1), assigned_value(attr_name_5,attr_value_147,1), assigned_value(attr_name_6,attr_value_148,1), assigned_value(attr_name_7,attr_value_147,1), assigned_value(attr_name_8,attr_value_148,1), assigned_value(attr_name_9,attr_value_148,1), assigned_value(attr_name_10,attr_value_147,1), assigned_value(attr_name_11,attr_value_148,1), assigned_value(attr_name_12,attr_value_148,1), assigned_value(attr_name_13,attr_value_147,1), assigned_value(attr_name_14,attr_value_147,1), assigned_value(attr_name_15,attr_value_147,1), assigned_value(attr_name_16,attr_value_147,1), assigned_value(attr_name_17,attr_value_148,1), assigned_value(attr_name_18,attr_value_147,1), assigned_value(attr_name_19,attr_value_148,1), assigned_value(attr_name_20,attr_value_147,1), assigned_value(attr_name_21,attr_value_147,1), assigned_value(attr_name_22,attr_value_147,1), assigned_value(attr_name_23,attr_value_148,1), assigned_value(attr_name_24,attr_value_147,1), assigned_value(evt_val_3,2549,4), assigned_value(evt_val_4,4645,3), assigned_value(evt_val_4,1942,5), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_4,3), trace(evt_val_3,4), trace(evt_val_4,5), trace(evt_val_10,6), trace(evt_val_10,7)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator:Traces generated. Positive: 9 Neg: 0. Parsing Trace results.
DEBUG:ASP generator:Trace results parsed
DEBUG:ASP generator:Generating Pm4py log
WARNING:ASP generator:PM4PY log generated: 9/10 only.
DEBUG:ASP generator:Pm4py generated but not saved yet
In addition, instead of giving the explicit text of the DECLARE constraints, an index can be used in the set_activation_conditions_by_template_index method
[13]:
asp_gen: AspGenerator = AspGenerator(model, num_of_cases, num_min_events, num_max_events)
for id, constr_text in enumerate(model.serialized_constraints):
print(f"{id} - {constr_text}")
asp_gen.set_activation_conditions_by_template_index({3: [2, 3]})
asp_gen.run()
asp_gen.to_xes(f'{model_name}.xes')
DEBUG:ASP generator:Distribution for traces uniform
DEBUG:ASP generator:traces: 10, events can have a trace min(3) max(10)
INFO:ASP generator:Computing distribution
DEBUG:Distributor:Distribution() uniform min_mu: 3 max_sigma: 10 num_traces: 10 custom_prob: None
DEBUG:Distributor:Uniform() probabilities: [Fraction(1, 8), Fraction(1, 8), Fraction(1, 8), Fraction(1, 8), Fraction(1, 8), Fraction(1, 8), Fraction(1, 8), Fraction(1, 8)]
DEBUG:Distributor:Custom_dist() min_mu:3 max_sigma:10 num_traces:10
DEBUG:Distributor:Probabilities sum 1
DEBUG:Distributor:Distribution result: [ 3 6 8 7 5 9 3 10 4 7]
INFO:ASP generator:Distribution result Counter({3: 2, 7: 2, 6: 1, 8: 1, 5: 1, 9: 1, 10: 1, 4: 1})
DEBUG:ASP generator:Using custom traces length
INFO:ASP generator:Computing distribution
DEBUG:Distributor:Distribution() uniform min_mu: 3 max_sigma: 10 num_traces: 10 custom_prob: None
DEBUG:Distributor:Uniform() probabilities: [Fraction(1, 8), Fraction(1, 8), Fraction(1, 8), Fraction(1, 8), Fraction(1, 8), Fraction(1, 8), Fraction(1, 8), Fraction(1, 8)]
DEBUG:Distributor:Custom_dist() min_mu:3 max_sigma:10 num_traces:10
DEBUG:Distributor:Probabilities sum 1
DEBUG:Distributor:Distribution result: [ 8 6 10 7 3 7 9 4 10 8]
INFO:ASP generator:Distribution result Counter({8: 2, 10: 2, 7: 2, 6: 1, 3: 1, 9: 1, 4: 1})
INFO:ASP generator:Computing distribution
DEBUG:ASP generator:Generating traces
DEBUG:ASP generator:Translate declare model to ASP
DEBUG:ASP generator:Declare model translated to ASP. Total Facts 13
DEBUG:ASP generator:ASP encoding generated
DEBUG:ASP generator:Start generating traces: Counter({8: 2, 10: 2, 7: 2, 6: 1, 3: 1, 9: 1, 4: 1})
DEBUG:ASP generator: Total trace to generate and events: Traces:2, Events: 8, RandFrequency: 0.9
DEBUG:ASP generator: Generating trace:1/2 with events:8)
DEBUG:ASP generator: Initializing clingo trace(1/2) with length:8), Seed 1060433461
0 - Init[ER Registration] | |
1 - Chain Response[ER Registration, ER Triage] |
2 - Precedence[IV Liquid, Admission NC] | | |
3 - Response[CRP, Release B] |A.org:group is J |T.org:group is A |
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_1,1), assigned_value(attr_name_0,attr_value_9,2), assigned_value(attr_name_0,attr_value_9,3), assigned_value(attr_name_0,attr_value_1,4), assigned_value(attr_name_0,attr_value_9,5), assigned_value(attr_name_0,attr_value_9,6), assigned_value(attr_name_0,attr_value_9,7), assigned_value(attr_name_0,attr_value_9,8), assigned_value(attr_name_1,attr_value_28,1), assigned_value(attr_name_1,attr_value_27,2), assigned_value(attr_name_1,attr_value_29,3), assigned_value(attr_name_1,attr_value_29,4), assigned_value(attr_name_1,attr_value_26,6), assigned_value(attr_name_1,attr_value_28,7), assigned_value(attr_name_2,21,1), assigned_value(attr_name_2,23,2), assigned_value(attr_name_2,20,3), assigned_value(attr_name_2,23,4), assigned_value(attr_name_2,21,6), assigned_value(attr_name_2,24,7), assigned_value(attr_name_3,attr_value_148,1), assigned_value(attr_name_4,attr_value_147,1), assigned_value(attr_name_5,attr_value_148,1), assigned_value(attr_name_6,attr_value_148,1), assigned_value(attr_name_7,attr_value_147,1), assigned_value(attr_name_8,attr_value_148,1), assigned_value(attr_name_9,attr_value_147,1), assigned_value(attr_name_10,attr_value_147,1), assigned_value(attr_name_11,attr_value_147,1), assigned_value(attr_name_12,attr_value_148,1), assigned_value(attr_name_13,attr_value_148,1), assigned_value(attr_name_14,attr_value_148,1), assigned_value(attr_name_15,attr_value_147,1), assigned_value(attr_name_16,attr_value_147,1), assigned_value(attr_name_17,attr_value_148,1), assigned_value(attr_name_18,attr_value_147,1), assigned_value(attr_name_19,attr_value_147,1), assigned_value(attr_name_20,attr_value_147,1), assigned_value(attr_name_21,attr_value_148,1), assigned_value(attr_name_22,attr_value_148,1), assigned_value(attr_name_23,attr_value_147,1), assigned_value(attr_name_24,attr_value_148,1), assigned_value(evt_val_3,3577,3), assigned_value(evt_val_3,2571,6), assigned_value(evt_val_3,2,7), assigned_value(evt_val_4,50,4), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_3,3), trace(evt_val_4,4), trace(evt_val_10,5), trace(evt_val_3,6), trace(evt_val_3,7), trace(evt_val_10,8)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Generating trace:2/2 with events:8)
DEBUG:ASP generator: Initializing clingo trace(2/2) with length:8), Seed 2737364264
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_0,1), assigned_value(attr_name_0,attr_value_1,2), assigned_value(attr_name_0,attr_value_3,3), assigned_value(attr_name_0,attr_value_9,4), assigned_value(attr_name_0,attr_value_9,5), assigned_value(attr_name_0,attr_value_0,6), assigned_value(attr_name_0,attr_value_0,7), assigned_value(attr_name_0,attr_value_9,8), assigned_value(attr_name_1,attr_value_26,1), assigned_value(attr_name_1,attr_value_26,2), assigned_value(attr_name_1,attr_value_27,3), assigned_value(attr_name_1,attr_value_27,4), assigned_value(attr_name_1,attr_value_26,6), assigned_value(attr_name_1,attr_value_30,7), assigned_value(attr_name_2,20,1), assigned_value(attr_name_2,22,2), assigned_value(attr_name_2,20,3), assigned_value(attr_name_2,20,4), assigned_value(attr_name_2,21,6), assigned_value(attr_name_2,20,7), assigned_value(attr_name_3,attr_value_147,1), assigned_value(attr_name_4,attr_value_148,1), assigned_value(attr_name_5,attr_value_147,1), assigned_value(attr_name_6,attr_value_148,1), assigned_value(attr_name_7,attr_value_148,1), assigned_value(attr_name_8,attr_value_147,1), assigned_value(attr_name_9,attr_value_148,1), assigned_value(attr_name_10,attr_value_148,1), assigned_value(attr_name_11,attr_value_147,1), assigned_value(attr_name_12,attr_value_148,1), assigned_value(attr_name_13,attr_value_148,1), assigned_value(attr_name_14,attr_value_148,1), assigned_value(attr_name_15,attr_value_147,1), assigned_value(attr_name_16,attr_value_148,1), assigned_value(attr_name_17,attr_value_148,1), assigned_value(attr_name_18,attr_value_148,1), assigned_value(attr_name_19,attr_value_148,1), assigned_value(attr_name_20,attr_value_147,1), assigned_value(attr_name_21,attr_value_147,1), assigned_value(attr_name_22,attr_value_148,1), assigned_value(attr_name_23,attr_value_147,1), assigned_value(attr_name_24,attr_value_147,1), assigned_value(evt_val_3,2,4), assigned_value(evt_val_3,2476,6), assigned_value(evt_val_4,3372,3), assigned_value(evt_val_4,4660,7), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_4,3), trace(evt_val_3,4), trace(evt_val_10,5), trace(evt_val_3,6), trace(evt_val_4,7), trace(evt_val_10,8)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Total trace to generate and events: Traces:1, Events: 6, RandFrequency: 0.9
DEBUG:ASP generator: Generating trace:1/1 with events:6)
DEBUG:ASP generator: Initializing clingo trace(1/1) with length:6), Seed 3595963892
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_0,1), assigned_value(attr_name_0,attr_value_0,2), assigned_value(attr_name_0,attr_value_0,3), assigned_value(attr_name_0,attr_value_9,4), assigned_value(attr_name_0,attr_value_1,5), assigned_value(attr_name_0,attr_value_9,6), assigned_value(attr_name_1,attr_value_29,1), assigned_value(attr_name_1,attr_value_26,2), assigned_value(attr_name_1,attr_value_26,3), assigned_value(attr_name_1,attr_value_26,5), assigned_value(attr_name_2,20,1), assigned_value(attr_name_2,20,2), assigned_value(attr_name_2,20,3), assigned_value(attr_name_2,20,5), assigned_value(attr_name_3,attr_value_148,1), assigned_value(attr_name_4,attr_value_147,1), assigned_value(attr_name_5,attr_value_148,1), assigned_value(attr_name_6,attr_value_147,1), assigned_value(attr_name_7,attr_value_148,1), assigned_value(attr_name_8,attr_value_148,1), assigned_value(attr_name_9,attr_value_147,1), assigned_value(attr_name_10,attr_value_147,1), assigned_value(attr_name_11,attr_value_148,1), assigned_value(attr_name_12,attr_value_148,1), assigned_value(attr_name_13,attr_value_147,1), assigned_value(attr_name_14,attr_value_148,1), assigned_value(attr_name_15,attr_value_147,1), assigned_value(attr_name_16,attr_value_148,1), assigned_value(attr_name_17,attr_value_147,1), assigned_value(attr_name_18,attr_value_147,1), assigned_value(attr_name_19,attr_value_147,1), assigned_value(attr_name_20,attr_value_147,1), assigned_value(attr_name_21,attr_value_147,1), assigned_value(attr_name_22,attr_value_148,1), assigned_value(attr_name_23,attr_value_148,1), assigned_value(attr_name_24,attr_value_147,1), assigned_value(evt_val_3,176,3), assigned_value(evt_val_3,3020,5), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_3,3), trace(evt_val_10,4), trace(evt_val_3,5), trace(evt_val_10,6)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Total trace to generate and events: Traces:2, Events: 10, RandFrequency: 0.9
DEBUG:ASP generator: Generating trace:1/2 with events:10)
DEBUG:ASP generator: Initializing clingo trace(1/2) with length:10), Seed 415334019
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_0,1), assigned_value(attr_name_0,attr_value_0,2), assigned_value(attr_name_0,attr_value_1,3), assigned_value(attr_name_0,attr_value_1,4), assigned_value(attr_name_0,attr_value_9,5), assigned_value(attr_name_0,attr_value_0,6), assigned_value(attr_name_0,attr_value_9,7), assigned_value(attr_name_0,attr_value_2,8), assigned_value(attr_name_0,attr_value_4,9), assigned_value(attr_name_0,attr_value_5,10), assigned_value(attr_name_1,attr_value_27,1), assigned_value(attr_name_1,attr_value_26,2), assigned_value(attr_name_1,attr_value_26,3), assigned_value(attr_name_1,attr_value_28,4), assigned_value(attr_name_1,attr_value_26,6), assigned_value(attr_name_1,attr_value_26,8), assigned_value(attr_name_1,attr_value_30,9), assigned_value(attr_name_1,attr_value_26,10), assigned_value(attr_name_2,22,1), assigned_value(attr_name_2,24,2), assigned_value(attr_name_2,20,3), assigned_value(attr_name_2,21,4), assigned_value(attr_name_2,22,6), assigned_value(attr_name_2,21,8), assigned_value(attr_name_2,20,9), assigned_value(attr_name_2,21,10), assigned_value(attr_name_3,attr_value_147,1), assigned_value(attr_name_4,attr_value_148,1), assigned_value(attr_name_5,attr_value_147,1), assigned_value(attr_name_6,attr_value_147,1), assigned_value(attr_name_7,attr_value_147,1), assigned_value(attr_name_8,attr_value_147,1), assigned_value(attr_name_9,attr_value_147,1), assigned_value(attr_name_10,attr_value_148,1), assigned_value(attr_name_11,attr_value_148,1), assigned_value(attr_name_12,attr_value_147,1), assigned_value(attr_name_13,attr_value_148,1), assigned_value(attr_name_14,attr_value_147,1), assigned_value(attr_name_15,attr_value_147,1), assigned_value(attr_name_16,attr_value_148,1), assigned_value(attr_name_17,attr_value_147,1), assigned_value(attr_name_18,attr_value_147,1), assigned_value(attr_name_19,attr_value_148,1), assigned_value(attr_name_20,attr_value_147,1), assigned_value(attr_name_21,attr_value_147,1), assigned_value(attr_name_22,attr_value_147,1), assigned_value(attr_name_23,attr_value_148,1), assigned_value(attr_name_24,attr_value_148,1), assigned_value(evt_val_3,4,3), assigned_value(evt_val_3,174,4), assigned_value(evt_val_3,670,10), assigned_value(evt_val_4,1214,6), assigned_value(evt_val_4,3978,8), assigned_value(evt_val_4,1028,9), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_3,3), trace(evt_val_3,4), trace(evt_val_10,5), trace(evt_val_4,6), trace(evt_val_10,7), trace(evt_val_4,8), trace(evt_val_4,9), trace(evt_val_3,10)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Generating trace:2/2 with events:10)
DEBUG:ASP generator: Initializing clingo trace(2/2) with length:10), Seed 2653458380
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_9,1), assigned_value(attr_name_0,attr_value_0,2), assigned_value(attr_name_0,attr_value_9,3), assigned_value(attr_name_0,attr_value_9,4), assigned_value(attr_name_0,attr_value_9,5), assigned_value(attr_name_0,attr_value_5,6), assigned_value(attr_name_0,attr_value_1,7), assigned_value(attr_name_0,attr_value_4,8), assigned_value(attr_name_0,attr_value_0,9), assigned_value(attr_name_0,attr_value_0,10), assigned_value(attr_name_1,attr_value_26,1), assigned_value(attr_name_1,attr_value_90,2), assigned_value(attr_name_1,attr_value_32,5), assigned_value(attr_name_1,attr_value_27,6), assigned_value(attr_name_1,attr_value_26,7), assigned_value(attr_name_1,attr_value_27,8), assigned_value(attr_name_1,attr_value_27,9), assigned_value(attr_name_1,attr_value_27,10), assigned_value(attr_name_2,20,1), assigned_value(attr_name_2,20,2), assigned_value(attr_name_2,21,5), assigned_value(attr_name_2,22,6), assigned_value(attr_name_2,20,7), assigned_value(attr_name_2,20,8), assigned_value(attr_name_2,20,9), assigned_value(attr_name_2,20,10), assigned_value(attr_name_3,attr_value_148,1), assigned_value(attr_name_4,attr_value_147,1), assigned_value(attr_name_5,attr_value_147,1), assigned_value(attr_name_6,attr_value_148,1), assigned_value(attr_name_7,attr_value_147,1), assigned_value(attr_name_8,attr_value_147,1), assigned_value(attr_name_9,attr_value_147,1), assigned_value(attr_name_10,attr_value_147,1), assigned_value(attr_name_11,attr_value_147,1), assigned_value(attr_name_12,attr_value_148,1), assigned_value(attr_name_13,attr_value_147,1), assigned_value(attr_name_14,attr_value_147,1), assigned_value(attr_name_15,attr_value_147,1), assigned_value(attr_name_16,attr_value_148,1), assigned_value(attr_name_17,attr_value_147,1), assigned_value(attr_name_18,attr_value_148,1), assigned_value(attr_name_19,attr_value_148,1), assigned_value(attr_name_20,attr_value_148,1), assigned_value(attr_name_21,attr_value_148,1), assigned_value(attr_name_22,attr_value_148,1), assigned_value(attr_name_23,attr_value_148,1), assigned_value(attr_name_24,attr_value_148,1), assigned_value(evt_val_3,961,5), assigned_value(evt_val_4,1376,6), assigned_value(evt_val_4,1749,7), assigned_value(evt_val_4,348,8), assigned_value(evt_val_4,50,9), assigned_value(evt_val_4,50,10), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_10,3), trace(evt_val_10,4), trace(evt_val_3,5), trace(evt_val_4,6), trace(evt_val_4,7), trace(evt_val_4,8), trace(evt_val_4,9), trace(evt_val_4,10)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Total trace to generate and events: Traces:2, Events: 7, RandFrequency: 0.9
DEBUG:ASP generator: Generating trace:1/2 with events:7)
DEBUG:ASP generator: Initializing clingo trace(1/2) with length:7), Seed 1741577524
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_9,1), assigned_value(attr_name_0,attr_value_9,2), assigned_value(attr_name_0,attr_value_9,3), assigned_value(attr_name_0,attr_value_9,4), assigned_value(attr_name_0,attr_value_9,5), assigned_value(attr_name_0,attr_value_0,6), assigned_value(attr_name_0,attr_value_1,7), assigned_value(attr_name_1,attr_value_26,1), assigned_value(attr_name_1,attr_value_27,2), assigned_value(attr_name_1,attr_value_29,5), assigned_value(attr_name_1,attr_value_26,6), assigned_value(attr_name_1,attr_value_26,7), assigned_value(attr_name_2,20,1), assigned_value(attr_name_2,20,2), assigned_value(attr_name_2,21,5), assigned_value(attr_name_2,20,6), assigned_value(attr_name_2,21,7), assigned_value(attr_name_3,attr_value_148,1), assigned_value(attr_name_4,attr_value_148,1), assigned_value(attr_name_5,attr_value_147,1), assigned_value(attr_name_6,attr_value_147,1), assigned_value(attr_name_7,attr_value_148,1), assigned_value(attr_name_8,attr_value_148,1), assigned_value(attr_name_9,attr_value_148,1), assigned_value(attr_name_10,attr_value_148,1), assigned_value(attr_name_11,attr_value_148,1), assigned_value(attr_name_12,attr_value_147,1), assigned_value(attr_name_13,attr_value_147,1), assigned_value(attr_name_14,attr_value_147,1), assigned_value(attr_name_15,attr_value_148,1), assigned_value(attr_name_16,attr_value_147,1), assigned_value(attr_name_17,attr_value_148,1), assigned_value(attr_name_18,attr_value_148,1), assigned_value(attr_name_19,attr_value_147,1), assigned_value(attr_name_20,attr_value_147,1), assigned_value(attr_name_21,attr_value_148,1), assigned_value(attr_name_22,attr_value_147,1), assigned_value(attr_name_23,attr_value_148,1), assigned_value(attr_name_24,attr_value_148,1), assigned_value(evt_val_3,1045,5), assigned_value(evt_val_4,3567,6), assigned_value(evt_val_4,4196,7), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_10,3), trace(evt_val_10,4), trace(evt_val_3,5), trace(evt_val_4,6), trace(evt_val_4,7)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Generating trace:2/2 with events:7)
DEBUG:ASP generator: Initializing clingo trace(2/2) with length:7), Seed 1890204982
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_3,1), assigned_value(attr_name_0,attr_value_0,2), assigned_value(attr_name_0,attr_value_0,3), assigned_value(attr_name_0,attr_value_9,4), assigned_value(attr_name_0,attr_value_9,5), assigned_value(attr_name_0,attr_value_9,6), assigned_value(attr_name_0,attr_value_1,7), assigned_value(attr_name_1,attr_value_32,1), assigned_value(attr_name_1,attr_value_29,2), assigned_value(attr_name_1,attr_value_28,3), assigned_value(attr_name_1,attr_value_26,4), assigned_value(attr_name_1,attr_value_26,7), assigned_value(attr_name_2,22,1), assigned_value(attr_name_2,21,2), assigned_value(attr_name_2,24,3), assigned_value(attr_name_2,21,4), assigned_value(attr_name_2,20,7), assigned_value(attr_name_3,attr_value_148,1), assigned_value(attr_name_4,attr_value_147,1), assigned_value(attr_name_5,attr_value_147,1), assigned_value(attr_name_6,attr_value_148,1), assigned_value(attr_name_7,attr_value_147,1), assigned_value(attr_name_8,attr_value_147,1), assigned_value(attr_name_9,attr_value_147,1), assigned_value(attr_name_10,attr_value_147,1), assigned_value(attr_name_11,attr_value_147,1), assigned_value(attr_name_12,attr_value_148,1), assigned_value(attr_name_13,attr_value_147,1), assigned_value(attr_name_14,attr_value_148,1), assigned_value(attr_name_15,attr_value_147,1), assigned_value(attr_name_16,attr_value_147,1), assigned_value(attr_name_17,attr_value_147,1), assigned_value(attr_name_18,attr_value_147,1), assigned_value(attr_name_19,attr_value_147,1), assigned_value(attr_name_20,attr_value_148,1), assigned_value(attr_name_21,attr_value_148,1), assigned_value(attr_name_22,attr_value_148,1), assigned_value(attr_name_23,attr_value_147,1), assigned_value(attr_name_24,attr_value_147,1), assigned_value(evt_val_3,3111,3), assigned_value(evt_val_3,2,4), assigned_value(evt_val_3,1866,7), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_3,3), trace(evt_val_3,4), trace(evt_val_10,5), trace(evt_val_10,6), trace(evt_val_3,7)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Total trace to generate and events: Traces:1, Events: 3, RandFrequency: 0.9
DEBUG:ASP generator: Generating trace:1/1 with events:3)
DEBUG:ASP generator: Initializing clingo trace(1/1) with length:3), Seed 210096496
DEBUG:ASP generator: Clingo Result: UNSAT
/root/PycharmProjects/Declare4Py_PyPi/Declare4Py/ProcessMiningTasks/ASPLogGeneration/asp_generator.py:353: UserWarning: WARNING: Cannot generate 1 positive trace/s exactly with 3 events with this Declare model.
warnings.warn(
DEBUG:ASP generator: Total trace to generate and events: Traces:1, Events: 9, RandFrequency: 0.9
DEBUG:ASP generator: Generating trace:1/1 with events:9)
DEBUG:ASP generator: Initializing clingo trace(1/1) with length:9), Seed 3606828353
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_9,1), assigned_value(attr_name_0,attr_value_1,2), assigned_value(attr_name_0,attr_value_0,3), assigned_value(attr_name_0,attr_value_2,4), assigned_value(attr_name_0,attr_value_0,5), assigned_value(attr_name_0,attr_value_9,6), assigned_value(attr_name_0,attr_value_9,7), assigned_value(attr_name_0,attr_value_9,8), assigned_value(attr_name_0,attr_value_0,9), assigned_value(attr_name_1,attr_value_27,1), assigned_value(attr_name_1,attr_value_26,2), assigned_value(attr_name_1,attr_value_30,3), assigned_value(attr_name_1,attr_value_26,4), assigned_value(attr_name_1,attr_value_26,5), assigned_value(attr_name_1,attr_value_26,6), assigned_value(attr_name_1,attr_value_27,9), assigned_value(attr_name_2,22,1), assigned_value(attr_name_2,22,2), assigned_value(attr_name_2,21,3), assigned_value(attr_name_2,20,4), assigned_value(attr_name_2,20,5), assigned_value(attr_name_2,21,6), assigned_value(attr_name_2,21,9), assigned_value(attr_name_3,attr_value_148,1), assigned_value(attr_name_4,attr_value_147,1), assigned_value(attr_name_5,attr_value_148,1), assigned_value(attr_name_6,attr_value_148,1), assigned_value(attr_name_7,attr_value_147,1), assigned_value(attr_name_8,attr_value_148,1), assigned_value(attr_name_9,attr_value_148,1), assigned_value(attr_name_10,attr_value_148,1), assigned_value(attr_name_11,attr_value_147,1), assigned_value(attr_name_12,attr_value_147,1), assigned_value(attr_name_13,attr_value_147,1), assigned_value(attr_name_14,attr_value_148,1), assigned_value(attr_name_15,attr_value_147,1), assigned_value(attr_name_16,attr_value_147,1), assigned_value(attr_name_17,attr_value_147,1), assigned_value(attr_name_18,attr_value_148,1), assigned_value(attr_name_19,attr_value_148,1), assigned_value(attr_name_20,attr_value_147,1), assigned_value(attr_name_21,attr_value_148,1), assigned_value(attr_name_22,attr_value_148,1), assigned_value(attr_name_23,attr_value_148,1), assigned_value(attr_name_24,attr_value_148,1), assigned_value(evt_val_3,2786,3), assigned_value(evt_val_3,2198,6), assigned_value(evt_val_4,50,4), assigned_value(evt_val_4,50,5), assigned_value(evt_val_4,1686,9), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_3,3), trace(evt_val_4,4), trace(evt_val_4,5), trace(evt_val_3,6), trace(evt_val_10,7), trace(evt_val_10,8), trace(evt_val_4,9)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator: Total trace to generate and events: Traces:1, Events: 4, RandFrequency: 0.9
DEBUG:ASP generator: Generating trace:1/1 with events:4)
DEBUG:ASP generator: Initializing clingo trace(1/1) with length:4), Seed 1603916959
DEBUG:ASP generator: Traces generated :[assigned_value(attr_name_0,attr_value_9,1), assigned_value(attr_name_0,attr_value_0,2), assigned_value(attr_name_0,attr_value_9,3), assigned_value(attr_name_0,attr_value_9,4), assigned_value(attr_name_1,attr_value_27,1), assigned_value(attr_name_1,attr_value_26,2), assigned_value(attr_name_2,22,1), assigned_value(attr_name_2,23,2), assigned_value(attr_name_3,attr_value_147,1), assigned_value(attr_name_4,attr_value_147,1), assigned_value(attr_name_5,attr_value_147,1), assigned_value(attr_name_6,attr_value_148,1), assigned_value(attr_name_7,attr_value_148,1), assigned_value(attr_name_8,attr_value_147,1), assigned_value(attr_name_9,attr_value_147,1), assigned_value(attr_name_10,attr_value_147,1), assigned_value(attr_name_11,attr_value_147,1), assigned_value(attr_name_12,attr_value_148,1), assigned_value(attr_name_13,attr_value_147,1), assigned_value(attr_name_14,attr_value_148,1), assigned_value(attr_name_15,attr_value_148,1), assigned_value(attr_name_16,attr_value_147,1), assigned_value(attr_name_17,attr_value_148,1), assigned_value(attr_name_18,attr_value_148,1), assigned_value(attr_name_19,attr_value_147,1), assigned_value(attr_name_20,attr_value_147,1), assigned_value(attr_name_21,attr_value_147,1), assigned_value(attr_name_22,attr_value_148,1), assigned_value(attr_name_23,attr_value_147,1), assigned_value(attr_name_24,attr_value_148,1), trace(evt_val_1,1), trace(evt_val_0,2), trace(evt_val_10,3), trace(evt_val_10,4)]
DEBUG:ASP generator: Clingo Result: SAT
DEBUG:ASP generator:Traces generated. Positive: 9 Neg: 0. Parsing Trace results.
DEBUG:ASP generator:Trace results parsed
DEBUG:ASP generator:Generating Pm4py log
WARNING:ASP generator:PM4PY log generated: 9/10 only.
DEBUG:ASP generator:Pm4py generated but not saved yet
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