lewismc commented on a change in pull request #35: SDAP-161 MUDROD embedded 
unit test
URL: 
https://github.com/apache/incubator-sdap-mudrod/pull/35#discussion_r239540151
 
 

 ##########
 File path: 
core/src/test/java/org/apache/sdap/mudrod/discoveryengine/WeblogDiscoveryEngineTest.java
 ##########
 @@ -0,0 +1,139 @@
+/*
+ * Licensed under the Apache License, Version 2.0 (the "License"); you 
+ * may not use this file except in compliance with the License. 
+ * You may obtain a copy of the License at
+ * 
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.sdap.mudrod.discoveryengine;
+
+import java.io.BufferedReader;
+import java.io.File;
+import java.io.FileNotFoundException;
+import java.io.FileReader;
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.LinkedList;
+import java.util.List;
+import java.util.Properties;
+import org.apache.sdap.mudrod.driver.ESDriver;
+import org.apache.sdap.mudrod.driver.SparkDriver;
+import org.apache.sdap.mudrod.main.AbstractElasticsearchIntegrationTest;
+import org.apache.sdap.mudrod.main.MudrodConstants;
+import org.apache.sdap.mudrod.main.MudrodEngine;
+import org.junit.AfterClass;
+import org.junit.Assert;
+import org.junit.BeforeClass;
+import org.junit.Test;
+
+public class WeblogDiscoveryEngineTest extends 
AbstractElasticsearchIntegrationTest {
+
+  private static WeblogDiscoveryEngine weblogEngine = null;
+
+  @BeforeClass
+  public static void setUp() {
+    MudrodEngine mudrodEngine = new MudrodEngine();
+    Properties props = mudrodEngine.loadConfig();
+    ESDriver es = new ESDriver(props);
+    SparkDriver spark = new SparkDriver(props);
+    String dataDir = getTestDataPath();
+    System.out.println(dataDir);
+    props.setProperty(MudrodConstants.DATA_DIR, dataDir);
+    MudrodEngine.loadPathConfig(mudrodEngine, dataDir);
+    weblogEngine = new WeblogDiscoveryEngine(props, es, spark);
+  }
+
+  @AfterClass
+  public static void tearDown() {
+    // TODO
+  }
+
+  private static String getTestDataPath() {
+    File resourcesDirectory = new File("src/test/resources/");
+    String resourcedir = "/Testing_Data_1_3dayLog+Meta+Onto/";
+    String dataDir = resourcesDirectory.getAbsolutePath() + resourcedir;
+    return dataDir;
+  }
+
+  @Test
+  public void testPreprocess() throws IOException {
+
+    weblogEngine.preprocess();
+    testPreprocess_userHistory();
+    testPreprocess_clickStream();
+  }
+
+  private void testPreprocess_userHistory() throws IOException {
+    // compare user history data
+    String userHistorycsvFile = getTestDataPath() + "/userHistoryMatrix.csv";
+    BufferedReader br = new BufferedReader(new FileReader(userHistorycsvFile));
+    String line = null;
+    HashMap<String, List<String>> map = new HashMap<>();
+    int i = 0;
+    List<String> header = new LinkedList<>();
+    while ((line = br.readLine()) != null) {
+      if (i == 0) {
+        String str[] = line.split(",");
+        for (String s : str) {
+          header.add(s);
+        }
+      } else {
+        String str[] = line.split(",");
+        for (int j = 1; j < str.length; j++) {
+          if (!str[j].equals("0")) {
+            if (!map.containsKey(str[0])) {
+              map.put(str[0], new ArrayList<>());
+            }
+            map.get(str[0]).add(header.get(j));
+          }
+        }
+      }
+      i += 1;
+    }
+
+    Assert.assertEquals("failed in history data result!", "195.219.98.7", 
String.join(",", map.get("sea surface topography")));
+  }
+
+  private void testPreprocess_clickStream() throws IOException {
+    // TODO compare clickStream data
+    // String clickStreamcsvFile =
+    // 
"C:/Users/admin/Documents/GitHub/incubator-sdap-mudrod/core/clickStreamMatrix.csv";
+    String clickStreamcsvFile = getTestDataPath() + "/clickStreamMatrix.csv";
+    System.out.println(clickStreamcsvFile);
+    BufferedReader br = new BufferedReader(new FileReader(clickStreamcsvFile));
+    String line = null;
+    HashMap<String, List<String>> map = new HashMap<>();
+
+    int i = 0;
+    List<String> header = new LinkedList<>();
+    while ((line = br.readLine()) != null) {
+      if (i == 0) {
+        String str[] = line.split(",");
+        for (String s : str) {
+          header.add(s);
+        }
+      } else {
+        String str[] = line.split(",");
+        for (int j = 1; j < str.length; j++) {
+          if (!str[j].equals("0.0")) { //
+            if (!map.containsKey(str[0])) {
+              map.put(str[0], new ArrayList<>());
+            }
+            map.get(str[0]).add(header.get(j));
+          }
+        }
+      }
+      i += 1;
+    }
+    System.out.println(map);
+
+    Assert.assertEquals("failed in click stream result!", 
"\"ostm_l2_ost_ogdr_gps\"", String.join(",", map.get("sea surface 
topography")));
 
 Review comment:
   You are you testing here? You are comparing strings??? You are meant to be 
checking the functional operation of MUDROD code!

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