quintinali 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_r239931381
########## 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: @lewismc This is the reason why I submit the pull request. I hope you can check the test cases and let me know whether the cases are the ones your team needs or not. The proprocess function in the WeblogDiscoveryEngine.java ingests a HTTP file and a FTP file and processes it to userhistory data and clickstream data. To test the function, I prepare a small size of http log and ftp log and process it with the function, and extract information from generated csv file to a map, and then compare the results with expected results. Assert.assertEquals("failed in click stream result!", "\"ostm_l2_ost_ogdr_gps\"", String.join(",", map.get("sea surface topography"))); This code means the log ingester should find a use clicks ostm_l2_ost_ogdr_gps after searches "sea surface topography" from the test log ---------------------------------------------------------------- This is an automated message from the Apache Git Service. To respond to the message, please log on GitHub and use the URL above to go to the specific comment. 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