add build script and update README.md

now you can use `aggregation.jar` and `desicionTree.jar` after run `mvn package`

Java-Cesco/Detecting_fraud_clicks/#10

@@ -16,5 +16,15 @@ sudo sed -i s/\$releasever/6/g /etc/yum.repos.d/epel-apache-maven.repo
 sudo yum install -y apache-maven
 sudo yum install -y apache-maven
 mvn --version
 mvn --version
 
 
+# clone repo
+git clone https://github.com/Java-Cesco/Detecting_fraud_clicks.git
+cd Detecting_fraud_clicks
+
+# maven build
+mvn package
+
+# run
+java -jar target/assembly/Detecting_fraud_clicks-aggregation.jar train_sample.csv agg_data
+java -jar target/assembly/Detecting_fraud_clicks-decisionTree.jar agg_data
 
 
 ```
 ```
\ No newline at end of file

@@ -37,8 +37,59 @@
         <plugins>
         <plugins>
             <plugin>
             <plugin>
                 <groupId>org.apache.maven.plugins</groupId>
                 <groupId>org.apache.maven.plugins</groupId>
-                <artifactId>maven-compiler-plugin</artifactId>
-                <version>3.7.0</version>
+                <artifactId>maven-shade-plugin</artifactId>
+                <executions>
+                    <execution>
+                        <id>aggregation</id>
+                        <goals>
+                            <goal>shade</goal>
+                        </goals>
+                        <configuration>
+                            <outputFile>target/assembly/${project.artifactId}-aggregation.jar</outputFile>
+                            <shadedArtifactAttached>true</shadedArtifactAttached>
+                            <transformers>
+                                <transformer implementation="org.apache.maven.plugins.shade.resource.ManifestResourceTransformer">
+                                    <mainClass>detact.Aggregation</mainClass>
+                                </transformer>
+                            </transformers>
+                            <filters>
+                                <filter>
+                                    <artifact>*:*</artifact>
+                                    <excludes>
+                                        <exclude>META-INF/*.SF</exclude>
+                                        <exclude>META-INF/*.DSA</exclude>
+                                        <exclude>META-INF/*.RSA</exclude>
+                                    </excludes>
+                                </filter>
+                            </filters>
+                        </configuration>
+                    </execution>
+                    <execution>
+                        <id>decisionTree</id>
+                        <goals>
+                            <goal>shade</goal>
+                        </goals>
+                        <configuration>
+                            <outputFile>target/assembly/${project.artifactId}-decisionTree.jar</outputFile>
+                            <shadedArtifactAttached>true</shadedArtifactAttached>
+                            <transformers>
+                                <transformer implementation="org.apache.maven.plugins.shade.resource.ManifestResourceTransformer">
+                                    <mainClass>detact.ML.DecisionTree</mainClass>
+                                </transformer>
+                            </transformers>
+                            <filters>
+                                <filter>
+                                    <artifact>*:*</artifact>
+                                    <excludes>
+                                        <exclude>META-INF/*.SF</exclude>
+                                        <exclude>META-INF/*.DSA</exclude>
+                                        <exclude>META-INF/*.RSA</exclude>
+                                    </excludes>
+                                </filter>
+                            </filters>
+                        </configuration>
+                    </execution>
+                </executions>
             </plugin>
             </plugin>
         </plugins>
         </plugins>
     </build>
     </build>

@@ -9,12 +9,17 @@ import org.apache.spark.sql.expressions.WindowSpec;
 import static org.apache.spark.sql.functions.*;
 import static org.apache.spark.sql.functions.*;
 
 
 public class Aggregation {
 public class Aggregation {
-    
-    public static String AGGREGATED_PATH = "agg_data";
-    public static String ORIGINAL_DATA_PATH = "train_sample.csv";
 
 
     public static void main(String[] args) {
     public static void main(String[] args) {
-
+        
+        if (args.length != 2) {
+            System.out.println("Usage: java -jar aggregation.jar <data_path> <result_path>");
+            System.exit(0);
+        }
+        
+        String data_path = args[0];
+        String result_path = args[1];
+        
         //Create Session
         //Create Session
         SparkSession spark = SparkSession
         SparkSession spark = SparkSession
                 .builder()
                 .builder()
@@ -25,7 +30,7 @@ public class Aggregation {
         // detact.Aggregation
         // detact.Aggregation
         Aggregation agg = new Aggregation();
         Aggregation agg = new Aggregation();
         
         
-        Dataset<Row> dataset = Utill.loadCSVDataSet(Aggregation.ORIGINAL_DATA_PATH, spark);
+        Dataset<Row> dataset = Utill.loadCSVDataSet(data_path, spark);
         dataset = agg.changeTimestempToLong(dataset);
         dataset = agg.changeTimestempToLong(dataset);
         dataset = agg.averageValidClickCount(dataset);
         dataset = agg.averageValidClickCount(dataset);
         dataset = agg.clickTimeDelta(dataset);
         dataset = agg.clickTimeDelta(dataset);
@@ -35,7 +40,7 @@ public class Aggregation {
         dataset.where("ip == '5348' and app == '19'").show(10);
         dataset.where("ip == '5348' and app == '19'").show(10);
         
         
         // Save to scv
         // Save to scv
-        Utill.saveCSVDataSet(dataset, Aggregation.AGGREGATED_PATH);
+        Utill.saveCSVDataSet(dataset, result_path);
     }
     }
     
     
     private Dataset<Row> changeTimestempToLong(Dataset<Row> dataset){
     private Dataset<Row> changeTimestempToLong(Dataset<Row> dataset){

@@ -21,7 +21,14 @@ import org.apache.spark.sql.SparkSession;
 public class DecisionTree {
 public class DecisionTree {
     
     
     public static void main(String[] args) throws Exception {
     public static void main(String[] args) throws Exception {
-
+        
+        if (args.length != 1) {
+            System.out.println("Usage: java -jar decisionTree.jar <agg_path>");
+            System.exit(0);
+        }
+        
+        String agg_path = args[0];
+        
         //Create Session
         //Create Session
         SparkSession spark = SparkSession
         SparkSession spark = SparkSession
                 .builder()
                 .builder()
@@ -30,7 +37,7 @@ public class DecisionTree {
                 .getOrCreate();
                 .getOrCreate();
         
         
         // load aggregated dataset
         // load aggregated dataset
-        Dataset<Row> resultds = Utill.loadCSVDataSet(Aggregation.AGGREGATED_PATH, spark);
+        Dataset<Row> resultds = Utill.loadCSVDataSet(agg_path, spark);
 
 
         // show Dataset schema
         // show Dataset schema
 //        System.out.println("schema start");
 //        System.out.println("schema start");