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| import pm4py | |
| import os | |
| import unittest | |
| class OcelDiscoveryTest(unittest.TestCase): | |
| def test_discovery_ocfg_f1(self): | |
| target_path = os.path.join("test_output_data", "model.svg") | |
| ocel = pm4py.read_ocel(os.path.join("input_data", "ocel", "example_log.jsonocel")) | |
| ocdfg = pm4py.discover_ocdfg(ocel) | |
| pm4py.save_vis_ocdfg(ocdfg, target_path, annotation="frequency", act_metric="events", edge_metric="ev_couples", act_threshold=2, edge_threshold=1) | |
| os.remove(target_path) | |
| def test_discovery_ocfg_f2(self): | |
| target_path = os.path.join("test_output_data", "model.svg") | |
| ocel = pm4py.read_ocel(os.path.join("input_data", "ocel", "example_log.jsonocel")) | |
| ocdfg = pm4py.discover_ocdfg(ocel) | |
| pm4py.save_vis_ocdfg(ocdfg, target_path, annotation="frequency", act_metric="unique_objects", edge_metric="ev_couples", act_threshold=2, edge_threshold=1) | |
| os.remove(target_path) | |
| def test_discovery_ocfg_f3(self): | |
| target_path = os.path.join("test_output_data", "model.svg") | |
| ocel = pm4py.read_ocel(os.path.join("input_data", "ocel", "example_log.jsonocel")) | |
| ocdfg = pm4py.discover_ocdfg(ocel) | |
| pm4py.save_vis_ocdfg(ocdfg, target_path, annotation="frequency", act_metric="total_objects", edge_metric="ev_couples", act_threshold=2, edge_threshold=1) | |
| os.remove(target_path) | |
| def test_discovery_ocfg_f4(self): | |
| target_path = os.path.join("test_output_data", "model.svg") | |
| ocel = pm4py.read_ocel(os.path.join("input_data", "ocel", "example_log.jsonocel")) | |
| ocdfg = pm4py.discover_ocdfg(ocel) | |
| pm4py.save_vis_ocdfg(ocdfg, target_path, annotation="frequency", act_metric="unique_objects", edge_metric="unique_objects", act_threshold=2, edge_threshold=1) | |
| os.remove(target_path) | |
| def test_discovery_ocfg_f5(self): | |
| target_path = os.path.join("test_output_data", "model.svg") | |
| ocel = pm4py.read_ocel(os.path.join("input_data", "ocel", "example_log.jsonocel")) | |
| ocdfg = pm4py.discover_ocdfg(ocel) | |
| pm4py.save_vis_ocdfg(ocdfg, target_path, annotation="frequency", act_metric="unique_objects", edge_metric="total_objects", act_threshold=2, edge_threshold=1) | |
| os.remove(target_path) | |
| def test_discovery_ocfg_p1(self): | |
| target_path = os.path.join("test_output_data", "model.svg") | |
| ocel = pm4py.read_ocel(os.path.join("input_data", "ocel", "example_log.jsonocel")) | |
| ocdfg = pm4py.discover_ocdfg(ocel) | |
| pm4py.save_vis_ocdfg(ocdfg, target_path, annotation="performance", act_metric="events", edge_metric="ev_couples", act_threshold=2, edge_threshold=1) | |
| os.remove(target_path) | |
| def test_discovery_ocfg_p2(self): | |
| target_path = os.path.join("test_output_data", "model.svg") | |
| ocel = pm4py.read_ocel(os.path.join("input_data", "ocel", "example_log.jsonocel")) | |
| ocdfg = pm4py.discover_ocdfg(ocel) | |
| pm4py.save_vis_ocdfg(ocdfg, target_path, annotation="performance", act_metric="unique_objects", edge_metric="ev_couples", act_threshold=2, edge_threshold=1) | |
| os.remove(target_path) | |
| def test_discovery_ocfg_p3(self): | |
| target_path = os.path.join("test_output_data", "model.svg") | |
| ocel = pm4py.read_ocel(os.path.join("input_data", "ocel", "example_log.jsonocel")) | |
| ocdfg = pm4py.discover_ocdfg(ocel) | |
| pm4py.save_vis_ocdfg(ocdfg, target_path, annotation="performance", act_metric="total_objects", edge_metric="ev_couples", act_threshold=2, edge_threshold=1) | |
| os.remove(target_path) | |
| def test_discovery_ocfg_p4(self): | |
| target_path = os.path.join("test_output_data", "model.svg") | |
| ocel = pm4py.read_ocel(os.path.join("input_data", "ocel", "example_log.jsonocel")) | |
| ocdfg = pm4py.discover_ocdfg(ocel) | |
| pm4py.save_vis_ocdfg(ocdfg, target_path, annotation="performance", act_metric="unique_objects", edge_metric="total_objects", act_threshold=2, edge_threshold=1) | |
| os.remove(target_path) | |
| def test_discovery_ocfg_p5(self): | |
| target_path = os.path.join("test_output_data", "model.svg") | |
| ocel = pm4py.read_ocel(os.path.join("input_data", "ocel", "example_log.jsonocel")) | |
| ocdfg = pm4py.discover_ocdfg(ocel, business_hours=True) | |
| pm4py.save_vis_ocdfg(ocdfg, target_path, annotation="performance", act_metric="unique_objects", edge_metric="total_objects", act_threshold=2, edge_threshold=1) | |
| os.remove(target_path) | |
| def test_discovery_ocfg_p6(self): | |
| target_path = os.path.join("test_output_data", "model.svg") | |
| ocel = pm4py.read_ocel(os.path.join("input_data", "ocel", "example_log.jsonocel")) | |
| ocdfg = pm4py.discover_ocdfg(ocel, business_hours=True) | |
| pm4py.save_vis_ocdfg(ocdfg, target_path, annotation="performance", act_metric="unique_objects", edge_metric="total_objects", act_threshold=2, edge_threshold=1, performance_aggregation="median") | |
| os.remove(target_path) | |
| def test_discovery_ocpn_im(self): | |
| ocel = pm4py.read_ocel(os.path.join("input_data", "ocel", "example_log.jsonocel")) | |
| ocpn = pm4py.discover_oc_petri_net(ocel, inductive_miner_variant="im") | |
| def test_discovery_ocpn_imd(self): | |
| ocel = pm4py.read_ocel(os.path.join("input_data", "ocel", "example_log.jsonocel")) | |
| ocpn = pm4py.discover_oc_petri_net(ocel, inductive_miner_variant="imd") | |
| def test_discovery_saw_nets_ocel(self): | |
| from pm4py.algo.discovery.ocel.saw_nets import algorithm as saw_nets_disc | |
| ocel = pm4py.read_ocel(os.path.join("input_data", "ocel", "example_log.jsonocel")) | |
| saw_nets_disc.apply(ocel) | |
| if __name__ == "__main__": | |
| unittest.main() | |