runnable LPMClusteringRunner

Author: VikiPeeva

data/clustering/bpi2012_res10939_clustering.csv

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:999ee126c50a4bef5fb8664331ad5443e209bfbfafbbc360bde526b7d686cb09
-size 635
+oid sha256:ff28a1c8d66466018b041ee1375395c4f1b4b9ee3774706ef847aaf047ad97c2
+size 794

data/configs/clustering_config.json

@@ -1,10 +1,16 @@
 package org.processmining.placebasedlpmdiscovery.grouping;
 
+import org.deckfour.xes.model.XLog;
+import org.processmining.placebasedlpmdiscovery.lpmdistances.ModelDistanceService;
 import org.processmining.placebasedlpmdiscovery.model.LocalProcessModel;
 
 import java.util.Collection;
 
 public interface GroupingService {
 
+    static GroupingService getInstance(XLog log) {
+        return new DefaultGroupingService(ModelDistanceService.getInstance(log));
+    }
+
     void groupLPMs(Collection<LocalProcessModel> lpms, GroupingConfig config);
 }

src/org/processmining/placebasedlpmdiscovery/grouping/GroupingService.java

@@ -1,7 +1,11 @@
 package org.processmining.placebasedlpmdiscovery.lpmdistances;
 
 import com.google.inject.Inject;
-import org.processmining.placebasedlpmdiscovery.lpmdistances.dataattributes.*;
+import org.deckfour.xes.model.XLog;
+import org.processmining.placebasedlpmdiscovery.lpmdistances.dataattributes.DataAttributeModelDistance;
+import org.processmining.placebasedlpmdiscovery.lpmdistances.dataattributes.DataAttributeModelDistanceConfig;
+import org.processmining.placebasedlpmdiscovery.lpmdistances.dataattributes.DataAttributeVectorExtractorFactory;
+import org.processmining.placebasedlpmdiscovery.lpmdistances.dataattributes.EuclideanDataAttributeModelDistance;
 import org.processmining.placebasedlpmdiscovery.lpmdistances.mixed.MixedModelDistance;
 import org.processmining.placebasedlpmdiscovery.lpmdistances.mixed.MixedModelDistanceConfig;
 import org.processmining.placebasedlpmdiscovery.lpmdistances.mixed.WeightedModelDistanceConfig;
@@ -21,6 +25,10 @@ public ModelDistanceFactory(DataAttributeVectorExtractorFactory dataAttributeVec
         this.dataAttributeVectorExtractorFactory = dataAttributeVectorExtractorFactory;
     }
 
+    public static ModelDistanceFactory getInstance(XLog log) {
+        return new ModelDistanceFactory(DataAttributeVectorExtractorFactory.getInstance(log));
+    }
+
     public ModelDistance getModelDistance(ModelDistanceConfig distanceConfig) {
         switch (distanceConfig.getDistanceMethod()) {
             case DataAttributeModelDistanceConfig.METHOD:

src/org/processmining/placebasedlpmdiscovery/lpmdistances/ModelDistanceFactory.java

@@ -1,9 +1,14 @@
 package org.processmining.placebasedlpmdiscovery.lpmdistances;
 
+import org.deckfour.xes.model.XLog;
 import org.processmining.placebasedlpmdiscovery.model.LocalProcessModel;
 
 import java.util.List;
 
 public interface ModelDistanceService {
+    static ModelDistanceService getInstance(XLog log) {
+        return new DefaultModelDistanceService(ModelDistanceFactory.getInstance(log));
+    }
+
     double[][] getDistanceMatrix(List<LocalProcessModel> lpmList, ModelDistanceConfig modelDistanceConfig);
 }

src/org/processmining/placebasedlpmdiscovery/lpmdistances/ModelDistanceService.java

@@ -1,10 +1,14 @@
 package org.processmining.placebasedlpmdiscovery.lpmdistances.dataattributes;
 
-import com.google.inject.assistedinject.Assisted;
+import org.deckfour.xes.model.XLog;
 
 import java.util.Collection;
 
 public interface DataAttributeVectorExtractorFactory {
 
+    static DataAttributeVectorExtractorFactory getInstance(XLog log) {
+        return new DefaultDataAttributeVectorExtractorFactory(log);
+    }
+
     DataAttributeVectorExtractor create(Collection<String> attributes);
 }

src/org/processmining/placebasedlpmdiscovery/lpmdistances/dataattributes/DataAttributeVectorExtractorFactory.java

@@ -10,7 +10,7 @@
 import org.processmining.placebasedlpmdiscovery.model.discovery.LPMDiscoveryResult;
 import org.processmining.placebasedlpmdiscovery.model.serializable.grouped.GroupedLPMResult;
 import org.processmining.placebasedlpmdiscovery.model.serializable.grouped.GroupingProperty;
-import org.processmining.placebasedlpmdiscovery.runners.clustering.ClusteringRunner;
+import org.processmining.placebasedlpmdiscovery.runners.clustering.LPMClusteringRunner;
 
 import javax.swing.*;
 
@@ -102,7 +102,7 @@ public JComponent visualize(UIPluginContext context, LPMDiscoveryResult result)
         // TODO: See whether you don't have to do this if it has already be done
         if (property.equals(GroupingProperty.Clustering)) {
             GroupingConfig groupingConfig = new DefaultGroupingConfig();
-            GroupingController groupingController = ClusteringRunner
+            GroupingController groupingController = LPMClusteringRunner
                     .getGroupingController(groupingConfig, result.getInput().getLog().getOriginalLog());
             groupingController.groupLPMs(result.getAllLPMs(), groupingConfig);
         }

src/org/processmining/placebasedlpmdiscovery/prom/plugins/visualization/visualizers/LPMResultGroupedVisualizer.java

@@ -14,6 +14,7 @@
 import org.processmining.placebasedlpmdiscovery.grouping.ClusteringConfig;
 import org.processmining.placebasedlpmdiscovery.grouping.GroupingConfig;
 import org.processmining.placebasedlpmdiscovery.grouping.GroupingController;
+import org.processmining.placebasedlpmdiscovery.grouping.GroupingService;
 import org.processmining.placebasedlpmdiscovery.grouping.serialization.GroupingConfigDeserializer;
 import org.processmining.placebasedlpmdiscovery.lpmdiscovery.results.FromFileLPMDiscoveryResult;
 import org.processmining.placebasedlpmdiscovery.lpmdistances.ModelDistanceConfig;
@@ -38,7 +39,7 @@
 import java.util.List;
 import java.util.stream.Collectors;
 
-public class ClusteringRunner {
+public class LPMClusteringRunner {
 
     public static void main(String[] args) throws Exception {
         if (args.length != 1) {
@@ -60,10 +61,11 @@ private static void run(String configPath) throws Exception {
 
             System.out.println("LPMs imported");
 
-            GroupingController groupingController = getGroupingController(
-                    config.getClusteringConfig(),
-                    LogUtils.readLogFromFile(config.getInput().get(RunnerInput.EVENT_LOG)));
-            groupingController.groupLPMs(lpms, config.getClusteringConfig());
+            XLog eventLog = LogUtils.readLogFromFile(config.getInput().get(RunnerInput.EVENT_LOG));
+            GroupingService groupingService = GroupingService.getInstance(eventLog);
+            groupingService.groupLPMs(lpms, config.getClusteringConfig());
+//            GroupingController groupingController = getGroupingController(config.getClusteringConfig(), eventLog);
+//            groupingController.groupLPMs(lpms, config.getClusteringConfig());
 
 
             writeClustering(config, lpms);