fix model load

@@ -52,6 +52,7 @@
                                 <transformer implementation="org.apache.maven.plugins.shade.resource.ManifestResourceTransformer">
                                 <transformer implementation="org.apache.maven.plugins.shade.resource.ManifestResourceTransformer">
                                     <mainClass>detact.Aggregation</mainClass>
                                     <mainClass>detact.Aggregation</mainClass>
                                 </transformer>
                                 </transformer>
+                                <transformer implementation="org.apache.maven.plugins.shade.resource.ServicesResourceTransformer"/>
                             </transformers>
                             </transformers>
                             <filters>
                             <filters>
                                 <filter>
                                 <filter>
@@ -78,6 +79,7 @@
                                 <transformer implementation="org.apache.maven.plugins.shade.resource.ManifestResourceTransformer">
                                 <transformer implementation="org.apache.maven.plugins.shade.resource.ManifestResourceTransformer">
                                     <mainClass>detact.ML.DecisionTree</mainClass>
                                     <mainClass>detact.ML.DecisionTree</mainClass>
                                 </transformer>
                                 </transformer>
+                                <transformer implementation="org.apache.maven.plugins.shade.resource.ServicesResourceTransformer"/>
                             </transformers>
                             </transformers>
                             <filters>
                             <filters>
                                 <filter>
                                 <filter>
@@ -104,6 +106,7 @@
                                 <transformer implementation="org.apache.maven.plugins.shade.resource.ManifestResourceTransformer">
                                 <transformer implementation="org.apache.maven.plugins.shade.resource.ManifestResourceTransformer">
                                     <mainClass>detact.Main</mainClass>
                                     <mainClass>detact.Main</mainClass>
                                 </transformer>
                                 </transformer>
+                                <transformer implementation="org.apache.maven.plugins.shade.resource.ServicesResourceTransformer"/>
                             </transformers>
                             </transformers>
                             <filters>
                             <filters>
                                 <filter>
                                 <filter>

@@ -107,7 +107,13 @@ public class DecisionTree {
         System.out.println("Learned regression tree model:\n" + treeModel.toDebugString());
         System.out.println("Learned regression tree model:\n" + treeModel.toDebugString());
         
         
         // save model
         // save model
-        model.save("./decisionTree.model");
+        model.save("./decisionTree");
+        
+        // load model 
+        PipelineModel load_mode = PipelineModel.load("./decisionTree");
+
+        // Make predictions.
+        Dataset<Row> load_pred = model.transform(testData);
         
         
     }
     }
     
     

@@ -78,8 +78,13 @@ public class Main {
         // Train model. This also runs the indexer.
         // Train model. This also runs the indexer.
         PipelineModel model = pipeline.fit(trainingData);
         PipelineModel model = pipeline.fit(trainingData);
 
 
+        // save model
+        model.save("./decisionTree");
+
+        PipelineModel p_model = PipelineModel.load("./decisionTree");
+        
         // Make predictions.
         // Make predictions.
-        Dataset<Row> predictions = model.transform(testData);
+        Dataset<Row> predictions = p_model.transform(testData);
 
 
         // Select example rows to display.
         // Select example rows to display.
         predictions.select("is_attributed", "features").show(5);
         predictions.select("is_attributed", "features").show(5);
@@ -93,10 +98,8 @@ public class Main {
         System.out.println("Root Mean Squared Error (RMSE) on test result = " + rmse);
         System.out.println("Root Mean Squared Error (RMSE) on test result = " + rmse);
 
 
         DecisionTreeRegressionModel treeModel =
         DecisionTreeRegressionModel treeModel =
-                (DecisionTreeRegressionModel) (model.stages()[1]);
+                (DecisionTreeRegressionModel) (p_model.stages()[1]);
         System.out.println("Learned regression tree model:\n" + treeModel.toDebugString());
         System.out.println("Learned regression tree model:\n" + treeModel.toDebugString());
         
         
-        // save model
-        model.save("./decisionTree.model");
     }
     }
 }
 }