~ refactor analysis
Signed-off-by: Johannes Theiner <j.theiner@live.de> #SPM-32: add work 2h development
This commit is contained in:
parent
a823234c88
commit
5d898338ee
@ -1,15 +1,15 @@
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![BauDas Logo](https://services.joethei.xyz/images/bauDas.png)
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#Kundenkarten Verwaltung
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#Kundenkarten Analyse
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[![Build Status](https://teamcity.joethei.xyz/app/rest/builds/buildType:(id:Studium_Programmierung_Softwareprojektmanagement_SpmProd)/statusIcon)](https://tcstatus.joethei.space/dashboard/spm)
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[![Quality Gate](https://sonarqube.joethei.xyz/api/project_badges/measure?project=Studium_Programmierung_Softwareprojektmanagement&metric=alert_status)
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![Code Coverage](https://sonarqube.joethei.xyz/api/project_badges/measure?project=Studium_Programmierung_Softwareprojektmanagement&metric=coverage)](https://sonarqube.joethei.xyz/dashboard?id=Studium_Programmierung_Softwareprojektmanagement)
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## Requirements
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## minimal Requirements
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- Java 8
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- Maven 3
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- Tomcat 9
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- Tomcat 7
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## Development Setup
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@ -20,7 +20,7 @@
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- restart the server if needed
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## TODO: better Name for this
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## get the war
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- clone this repository
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- run maven goal ````package````
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- war can be found in target folder
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28
pom.xml
28
pom.xml
@ -16,10 +16,13 @@
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<java.version>1.8</java.version>
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<checkstyle_file>checkstyle.xml</checkstyle_file>
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<project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
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<jacoco.dataFile>${project.build.directory}/jacoco.exec</jacoco.dataFile>
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<sonar.sources>src/main</sonar.sources>
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<sonar.tests>src/test</sonar.tests>
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<sonar.java.coveragePlugin>jacoco</sonar.java.coveragePlugin>
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<sonar.dynamicAnalysis>reuseReports</sonar.dynamicAnalysis>
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<sonar.jacoco.xmlReportPaths>${project.basedir}/target/jacoco.exec</sonar.jacoco.xmlReportPaths>
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</properties>
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<developers>
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<developer>
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<name>Johannes Theiner</name>
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@ -33,7 +36,7 @@
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<name>Charlotte Friedemann</name>
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<email>charlotte.friedemann@informatik-emden.de</email>
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<roles>
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<role>Developer</role>
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<role>Project Management</role>
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</roles>
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</developer>
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<developer>
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@ -71,6 +74,11 @@
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<url>https://youtrack.joethei.xyz/issues/SPM</url>
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</issueManagement>
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<ciManagement>
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<system>TeamCity</system>
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<url>https://teamcity.joethei.xyz</url>
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</ciManagement>
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<build>
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<plugins>
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<plugin>
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@ -220,6 +228,10 @@
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<groupId>org.jacoco</groupId>
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<artifactId>jacoco-maven-plugin</artifactId>
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<version>0.8.4</version>
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<configuration>
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<rules>
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</rules>
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</configuration>
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<executions>
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<execution>
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<id>default-prepare-agent</id>
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@ -244,6 +256,16 @@
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</plugin>
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</plugins>
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<pluginManagement>
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<plugins>
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<plugin>
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<groupId>org.sonarsource.scanner.maven</groupId>
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<artifactId>sonar-maven-plugin</artifactId>
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<version>3.6.0.1398</version>
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</plugin>
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</plugins>
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</pluginManagement>
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</build>
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<reporting>
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@ -15,6 +15,7 @@ import java.util.Map;
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*
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* @author Johannes Theiner
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* @version 0.1
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* @since 0.4
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*/
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public class Cluster implements Analysis<Map<Integer, Map<String, String>>> {
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@ -26,7 +27,7 @@ public class Cluster implements Analysis<Map<Integer, Map<String, String>>> {
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}
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/**
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* get result of cluster analysis.
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* get result of cluster analysis, cluster 0 is the average.
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*
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* @return Result
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*/
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@ -1,22 +0,0 @@
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package de.hsel.spm.baudas.analysis;
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import lombok.AllArgsConstructor;
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import lombok.Data;
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import lombok.EqualsAndHashCode;
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/**
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* object to better handle day, hour combinations.
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*
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* @author Johannes Theiner
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* @version 0.1
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* @since 0.1
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**/
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@Data
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@EqualsAndHashCode
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@AllArgsConstructor
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public class DayHour {
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private String day;
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private String hour;
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}
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@ -15,10 +15,10 @@ import java.util.List;
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import java.util.Map;
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/**
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* The shopping-cart Analysis.
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* The shopping-cart analysis.
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*
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* @author Julian Hinxlage
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* @version 0.1
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* @version 0.4
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*/
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public class ShoppingCart implements Analysis<Map<List<String>, List<String>>> {
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@ -37,7 +37,7 @@ public class ShoppingCart implements Analysis<Map<List<String>, List<String>>> {
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instances.deleteAttributeAt(0);
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}
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//alle artikel anzahlen auf 0 oder 1 setzen
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//convert data to only contain bought/not bought
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NumericCleaner nc = new NumericCleaner();
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nc.setMaxThreshold(1.0);
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nc.setMaxDefault(1.0);
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@ -48,7 +48,7 @@ public class ShoppingCart implements Analysis<Map<List<String>, List<String>>> {
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e.printStackTrace();
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}
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//zahl werte zu nomial werten umwandeln
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NumericToNominal num2nom = new NumericToNominal();
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num2nom.setAttributeIndices("first-last");
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try {
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@ -70,19 +70,18 @@ public class ShoppingCart implements Analysis<Map<List<String>, List<String>>> {
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for (int i = 0; i < model.getAssociationRules().getRules().size(); i++) {
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AssociationRule rule = model.getAssociationRules().getRules().get(i);
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List<String> l1 = new ArrayList<>();
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List<String> premises = new ArrayList<>();
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for (Item item : rule.getPremise()) {
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l1.add(item.getAttribute().name());
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premises.add(item.getAttribute().name());
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}
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List<String> l2 = new ArrayList<>();
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List<String> consequences = new ArrayList<>();
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for (Item item : rule.getConsequence()) {
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l2.add(item.getAttribute().name());
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consequences.add(item.getAttribute().name());
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}
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result.put(l1, l2);
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result.put(premises, consequences);
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}
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return result;
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}
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import weka.core.Instances;
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import java.io.File;
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import java.util.AbstractMap;
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import java.util.HashMap;
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import java.util.Map;
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/**
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* Shopping Times Analysis.
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* count customers at all times.
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*
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* @author Johannes Theiner
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* @version 0.1
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* @since 0.1
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**/
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public class ShoppingTimes implements Analysis<Map<DayHour, Integer>> {
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public class ShoppingTimes implements Analysis<Map<Map.Entry<String, String>, Integer>> {
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private Instances instances;
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private Map<DayHour, Integer> result;
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private Map<Map.Entry<String, String>, Integer> result;
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public ShoppingTimes(File file) {
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instances = load(file);
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@ -30,7 +31,7 @@ public class ShoppingTimes implements Analysis<Map<DayHour, Integer>> {
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* @return Map of Day-Hour Combinations and the corresponding user count
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*/
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@Override
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public Map<DayHour, Integer> getResult() {
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public Map<Map.Entry<String, String>, Integer> getResult() {
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if (result != null) {
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return result;
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}
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@ -38,7 +39,7 @@ public class ShoppingTimes implements Analysis<Map<DayHour, Integer>> {
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result = new HashMap<>();
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for (Instance instance : instances) {
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DayHour dayHour = new DayHour(instance.stringValue(Attribute.SHOPPING_DAY), instance.stringValue(Attribute.SHOPPING_HOUR));
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Map.Entry<String, String> dayHour = new AbstractMap.SimpleImmutableEntry<>(instance.stringValue(Attribute.SHOPPING_DAY), instance.stringValue(Attribute.SHOPPING_HOUR));
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int tmp = 1;
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if (result.containsKey(dayHour))
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tmp = result.get(dayHour) + 1;
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import java.util.stream.Stream;
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/**
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* get sum for every article and sort them ascending.
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* get sum for every article bought and sort them in ascending order.
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*
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* @author Karsten Eden
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* @version 0.1
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* @since 0.1
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* @since 0.2
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*/
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public class TopFlopArticle implements Analysis<Map<String, Integer>> {
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private Instances instances;
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import java.util.Map;
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/**
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* Week WeekOverviewDiagram Analysis.
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* generates a brief week overview.
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*
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* @author Julian Hinxlage
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* @version 0.1
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@ -28,7 +28,7 @@ public class WeekOverview implements Analysis<Map<String, Map.Entry<Double, Inte
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/**
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* get results for analysis.
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*
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* @return day, amount, count
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* @return day, purchase amount, customer count
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*/
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@Override
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public Map<String, Map.Entry<Double, Integer>> getResult() {
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@ -45,13 +45,14 @@ public class WeekOverview implements Analysis<Map<String, Map.Entry<Double, Inte
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if (!result.containsKey(day)) {
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result.put(day, new AbstractMap.SimpleEntry<>(0.0, 0));
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} else {
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result.put(day,
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new AbstractMap.SimpleEntry<>(
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result.get(day).getKey() + amount,
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result.get(day).getValue() + 1
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)
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);
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}
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result.put(day,
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new AbstractMap.SimpleEntry<>(
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result.get(day).getKey() + amount,
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result.get(day).getValue() + 1
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)
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);
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}
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@ -23,15 +23,23 @@ import java.util.*;
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**/
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@WebServlet("/clusters")
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public class ClusterDiagram extends HttpServlet {
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private static Map<Integer, Map<String, String>> cache;
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@Override
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protected void doGet(@NotNull HttpServletRequest req, @NotNull HttpServletResponse resp) throws IOException {
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req.setCharacterEncoding(StandardCharsets.UTF_8.name());
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resp.setCharacterEncoding(StandardCharsets.UTF_8.name());
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resp.setContentType("application/json");
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PrintWriter out = resp.getWriter();
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Gson gson = new Gson();
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if(cache != null) {
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out.println(gson.toJson(cache));
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return;
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}
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Map<Integer, Map<String, String>> result = new HashMap<>();
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Gson gson = new Gson();
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if (req.getParameter("id") == null) {
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out.print(gson.toJson(result));
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@ -1,11 +0,0 @@
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package de.hsel.spm.baudas.web;
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public class Columns {
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private String col1; //NOPMD
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private String col2; //NOPMD
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public Columns(String col1, String col2){
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this.col1 = col1;
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this.col2 = col2;
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}
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}
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@ -26,17 +26,24 @@ public class ShoppingCartDiagram extends HttpServlet {
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private static final long serialVersionUID = 5026732432605473505L;
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private static List<Map.Entry<String, String>> cache;
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protected void doGet(@NotNull HttpServletRequest req, @NotNull HttpServletResponse resp) throws IOException {
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req.setCharacterEncoding(StandardCharsets.UTF_8.name());
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resp.setCharacterEncoding(StandardCharsets.UTF_8.name());
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resp.setContentType("application/json");
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PrintWriter out = resp.getWriter();
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Gson gson = new Gson();
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List<Columns> colList = new ArrayList<>();
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if(cache != null) {
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out.println(gson.toJson(cache));
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return;
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}
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List<Map.Entry<String, String>> result = new ArrayList<>();
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if (req.getParameter("id") == null) {
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out.print(gson.toJson(colList));
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out.print(gson.toJson(result));
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return;
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}
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@ -44,21 +51,20 @@ public class ShoppingCartDiagram extends HttpServlet {
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File file = Data.get(uuid);
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ShoppingCart cart = new ShoppingCart(file);
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Map<List<String>, List<String>> result = new HashMap<>();
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result = cart.getResult();
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Map<List<String>, List<String>> map = cart.getResult();
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List<String> col1 = new ArrayList<>();
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List<String> col2 = new ArrayList<>();
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for(Map.Entry<List<String>, List<String>> entry : result.entrySet()){
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col1.add(entry.getKey().toString());
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col2.add(entry.getValue().toString());
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for(Map.Entry<List<String>, List<String>> entry : map.entrySet()){
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col1.add(String.join(", ", entry.getKey()));
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col2.add(String.join(", ", entry.getValue()));
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}
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for(int i = 0; i < col1.size(); i++ ){
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colList.add(new Columns(col1.get(i).replaceAll("\\[", "").replaceAll("\\]", ""), col2.get(i).replaceAll("\\[", "").replaceAll("\\]", "")));
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result.add(new AbstractMap.SimpleEntry<>(col1.get(i), col2.get(i)));
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}
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out.print(gson.toJson(colList));
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out.print(gson.toJson(result));
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}
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}
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@ -1,7 +1,6 @@
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package de.hsel.spm.baudas.web;
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import com.google.gson.Gson;
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import de.hsel.spm.baudas.analysis.DayHour;
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import de.hsel.spm.baudas.analysis.ShoppingTimes;
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import org.jetbrains.annotations.NotNull;
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@ -13,16 +12,7 @@ import java.io.File;
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import java.io.IOException;
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import java.io.PrintWriter;
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import java.nio.charset.StandardCharsets;
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import java.util.ArrayList;
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import java.util.Arrays;
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import java.util.Collection;
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import java.util.Comparator;
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import java.util.HashMap;
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import java.util.List;
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import java.util.Map;
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import java.util.Set;
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import java.util.TreeSet;
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import java.util.UUID;
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import java.util.*;
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import java.util.regex.Pattern;
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/**
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@ -62,7 +52,7 @@ public class ShoppingTimesDiagram extends HttpServlet {
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UUID uuid = UUID.fromString(id);
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if(cache.containsKey(uuid)) {
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if (cache.containsKey(uuid)) {
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out.print(gson.toJson(cache.get(uuid)));
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return;
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}
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@ -71,13 +61,13 @@ public class ShoppingTimesDiagram extends HttpServlet {
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File file = Data.get(uuid);
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ShoppingTimes shoppingTimes = new ShoppingTimes(file);
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Map<DayHour, Integer> map = shoppingTimes.getResult();
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Map<Map.Entry<String, String>, Integer> map = shoppingTimes.getResult();
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Set<String> days = new TreeSet<>();
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Set<String> hours = new TreeSet<>(comparator);
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for (DayHour dayHour : map.keySet()) {
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days.add(dayHour.getDay());
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hours.add(dayHour.getHour());
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for (Map.Entry<String, String> dayHour : map.keySet()) {
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days.add(dayHour.getKey());
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hours.add(dayHour.getValue());
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}
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result.put("labels", hours);
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@ -86,8 +76,8 @@ public class ShoppingTimesDiagram extends HttpServlet {
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if (!result.containsKey(day))
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result.put(day, new ArrayList<>());
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for (String hour : hours) {
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if (map.containsKey(new DayHour(day, hour))) {
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result.get(day).add(map.get(new DayHour(day, hour)).toString());
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if (map.containsKey(new AbstractMap.SimpleEntry<>(day, hour))) {
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result.get(day).add(map.get(new AbstractMap.SimpleEntry<>(day, hour)).toString());
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} else result.get(day).add("0");
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}
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}
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@ -17,7 +17,6 @@ import java.util.HashMap;
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import java.util.List;
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import java.util.Map;
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import java.util.UUID;
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import java.util.*;
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import java.util.regex.Pattern;
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/**
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@ -46,13 +45,13 @@ public class TopFlopArticleDiagram extends HttpServlet {
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String id = req.getParameter("id");
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boolean match = Pattern.matches("[a-fA-F0-9]{8}-[a-fA-F0-9]{4}-[a-fA-F0-9]{4}-[a-fA-F0-9]{4}-[a-fA-F0-9]{12}", id);
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if(id == null || !match) {
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if (id == null || !match) {
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return;
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}
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UUID uuid = UUID.fromString(id);
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if(cache.containsKey(uuid)) {
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if (cache.containsKey(uuid)) {
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out.println(gson.toJson(cache.get(uuid)));
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return;
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}
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@ -18,4 +18,5 @@
|
||||
<!--Let browser know website is optimized for mobile-->
|
||||
<meta name="viewport" content="width=device-width, initial-scale=1.0"/>
|
||||
|
||||
</head>
|
||||
</head>
|
||||
<body>
|
@ -23,7 +23,7 @@
|
||||
</div>
|
||||
|
||||
<!--Einkaufszeiten-->
|
||||
<div class="col s12 m6">
|
||||
<div class="col s12 m12">
|
||||
<div id="shopping_times" class="card white">
|
||||
<div class="card-content">
|
||||
<div class="center">
|
||||
@ -75,122 +75,124 @@
|
||||
</table>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
|
||||
<!--Warenkorbanlyse-->
|
||||
<div id="shopping_card_analysis" class="col s12 m12">
|
||||
<div class="card white">
|
||||
<!--Warenkorbanlyse-->
|
||||
<div id="shopping_card_analysis" class="col s12 m12">
|
||||
<div class="card white">
|
||||
<div class="center">
|
||||
<span class="card-title center">Warenkorbanalyse</span>
|
||||
</div>
|
||||
<div class="card-content">
|
||||
<table id="shopping_cart_table">
|
||||
</table>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
<!--Marketing-Cards-->
|
||||
<div id="marketing" class="row container">
|
||||
<div class="row">
|
||||
<div class="col s12 m6">
|
||||
<div id="marketing_tip_3" class="card white">
|
||||
<div class="card-content">
|
||||
<div class="center">
|
||||
<span class="card-title center">Warenkorbanalyse</span>
|
||||
<span class="card-title center">Werbung</span>
|
||||
</div>
|
||||
<div class="card-content">
|
||||
<table id="shopping_cart_table">
|
||||
</table>
|
||||
<div>
|
||||
<p>
|
||||
Werbung dient dazu, auf bestimmte Produkte, Angebote oder den Markt im
|
||||
Allgemeinen aufmerksam zu machen. Sie kann über verschiedene Wege verbreitet
|
||||
werden, etwa das Internet, Zeitungsannoncen oder auch per TV/Radio.
|
||||
Im Gegensatz zu Rabatten (die zeitabhängig am besten funktionieren) ist Werbung
|
||||
stark von der Zielgruppe abhängig. Insbesondere in der Kombination mit anderen
|
||||
Marketingmaßnahmen kann sie so ihre volle Wirkung entfalten.
|
||||
<br>
|
||||
<br>
|
||||
Analysen, die für Werbung nützlich sein könnten:
|
||||
Clusteranalyse, Wochenübersicht, Verkaufszahlen
|
||||
</p>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
|
||||
<!--Marketing-Cards-->
|
||||
<div id="marketing" class="row container">
|
||||
<div class="row">
|
||||
<div class="col s12 m6">
|
||||
<div id="marketing_tip_3" class="card white">
|
||||
<div class="card-content">
|
||||
<div class="center">
|
||||
<span class="card-title center">Werbung</span>
|
||||
</div>
|
||||
<div>
|
||||
<p>
|
||||
Werbung dient dazu, auf bestimmte Produkte, Angebote oder den Markt im
|
||||
Allgemeinen aufmerksam zu machen. Sie kann über verschiedene Wege verbreitet
|
||||
werden, etwa das Internet, Zeitungsannoncen oder auch per TV/Radio.
|
||||
Im Gegensatz zu Rabatten (die zeitabhängig am besten funktionieren) ist Werbung
|
||||
stark von der Zielgruppe abhängig. Insbesondere in der Kombination mit anderen
|
||||
Marketingmaßnahmen kann sie so ihre volle Wirkung entfalten.
|
||||
<br>
|
||||
<br>
|
||||
Analysen, die für Werbung nützlich sein könnten:
|
||||
Clusteranalyse, Wochenübersicht, Verkaufszahlen
|
||||
</p>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
<div class="col s12 m6">
|
||||
<div id="marketing_tip_4" class="card white">
|
||||
<div class="card-content">
|
||||
<div class="center">
|
||||
<span class="card-title center">Sortimentsveränderung</span>
|
||||
</div>
|
||||
<div class="col s12 m6">
|
||||
<div id="marketing_tip_4" class="card white">
|
||||
<div class="card-content">
|
||||
<div class="center">
|
||||
<span class="card-title center">Sortimentsveränderung</span>
|
||||
</div>
|
||||
<div>
|
||||
<p>
|
||||
Gibt es eine Produktgruppe, die sich besonders gut verkauft, so sollte unter
|
||||
Umständen über die Erweiterung des Sortiments innerhalb dieser Gruppe
|
||||
nachgedacht werden.
|
||||
Im Umkehrschluss dazu bietet sich an, schlecht verkaufte Produkte, welche keinen
|
||||
hohen Gewinn abwerfen aus dem täglichen Verkaufsgeschäft wieder zu entfernen.
|
||||
Dies verringert die Bildung von „Ladenhütern“ und schafft Platz für neue, sich
|
||||
besser verkaufende Produkte.
|
||||
<br>
|
||||
<br>
|
||||
Analysen, die bei der Sortimentswahl nützlich sein könnten:
|
||||
Verkaufszahlen, Clusterübersicht
|
||||
</p>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
<div class="row">
|
||||
<div class="col s12 m6">
|
||||
<div id="marketing_tip_1" class="card white">
|
||||
<div class="card-content">
|
||||
<div class="center">
|
||||
<span class="card-title center">Rabatt</span>
|
||||
</div>
|
||||
<div>
|
||||
<p>
|
||||
Rabatte können z.B. an Tagen angeboten werden, an denen nur wenige Kunden
|
||||
erscheinen. Dadurch wird einerseits an dieses Tagen oder Uhrzeiten das
|
||||
Kaufverhalten angeregt, als auch der Andrang an anderen reduziert. Dies dient
|
||||
insbesondere der Entzerrung des zeitabhängigen Kaufverhaltens.
|
||||
Des Weiteren können durch Rabatte weniger gut laufende Produkte in den
|
||||
Vordergrund gerückt du vergünstigt angeboten werden.
|
||||
Zusätzlich dazu können sich gut verkaufende Produkte mit einem (vermeintlich)
|
||||
verringerten Preis versehen werden. Dies kann beim Kunden den „inneren
|
||||
Schnäppchenjäger“ wecken und dafür sorgen, dass er sich dieses gute Angebot
|
||||
nicht entgehen lassen kann.
|
||||
<br>
|
||||
<br>
|
||||
Analysen, die zur Platzierung von Rabatten nützlich sein können:
|
||||
Wochenübersicht, Einkaufszeiten, Verkaufszahlen
|
||||
</p>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
<div class="col s12 m6">
|
||||
<div id="marketing_tip_2" class="card white">
|
||||
<div class="card-content">
|
||||
<div class="center">
|
||||
<span class="card-title center">Produktplatzierung </span>
|
||||
</div>
|
||||
<div>
|
||||
<p>
|
||||
Es gibt bestimmte Produkte, die werden häufig zusammen erworben. Sind diese
|
||||
Produkte quer durch den Laden verstreut, so müssen die Kunden zusätzlich zu
|
||||
ihren Wunschprodukten auch an anderen Auslagen vorbei und die Anzahl an
|
||||
Spontankäufen eben jener weiteren Produkte steigt.
|
||||
<br>
|
||||
<br>
|
||||
Analysen, die bei der Produktplatzierung hilfreich sein könnten:
|
||||
Warenkorbsanalyse, Verkaufszahlen
|
||||
</p>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
<div>
|
||||
<p>
|
||||
Gibt es eine Produktgruppe, die sich besonders gut verkauft, so sollte unter
|
||||
Umständen über die Erweiterung des Sortiments innerhalb dieser Gruppe
|
||||
nachgedacht werden.
|
||||
Im Umkehrschluss dazu bietet sich an, schlecht verkaufte Produkte, welche keinen
|
||||
hohen Gewinn abwerfen aus dem täglichen Verkaufsgeschäft wieder zu entfernen.
|
||||
Dies verringert die Bildung von „Ladenhütern“ und schafft Platz für neue, sich
|
||||
besser verkaufende Produkte.
|
||||
<br>
|
||||
<br>
|
||||
Analysen, die bei der Sortimentswahl nützlich sein könnten:
|
||||
Verkaufszahlen, Clusterübersicht
|
||||
</p>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
<div class="row">
|
||||
<div class="col s12 m6">
|
||||
<div id="marketing_tip_1" class="card white">
|
||||
<div class="card-content">
|
||||
<div class="center">
|
||||
<span class="card-title center">Rabatt</span>
|
||||
</div>
|
||||
<div>
|
||||
<p>
|
||||
Rabatte können z.B. an Tagen angeboten werden, an denen nur wenige Kunden
|
||||
erscheinen. Dadurch wird einerseits an dieses Tagen oder Uhrzeiten das
|
||||
Kaufverhalten angeregt, als auch der Andrang an anderen reduziert. Dies dient
|
||||
insbesondere der Entzerrung des zeitabhängigen Kaufverhaltens.
|
||||
Des Weiteren können durch Rabatte weniger gut laufende Produkte in den
|
||||
Vordergrund gerückt du vergünstigt angeboten werden.
|
||||
Zusätzlich dazu können sich gut verkaufende Produkte mit einem (vermeintlich)
|
||||
verringerten Preis versehen werden. Dies kann beim Kunden den „inneren
|
||||
Schnäppchenjäger“ wecken und dafür sorgen, dass er sich dieses gute Angebot
|
||||
nicht entgehen lassen kann.
|
||||
<br>
|
||||
<br>
|
||||
Analysen, die zur Platzierung von Rabatten nützlich sein können:
|
||||
Wochenübersicht, Einkaufszeiten, Verkaufszahlen
|
||||
</p>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
<div class="col s12 m6">
|
||||
<div id="marketing_tip_2" class="card white">
|
||||
<div class="card-content">
|
||||
<div class="center">
|
||||
<span class="card-title center">Produktplatzierung </span>
|
||||
</div>
|
||||
<div>
|
||||
<p>
|
||||
Es gibt bestimmte Produkte, die werden häufig zusammen erworben. Sind diese
|
||||
Produkte quer durch den Laden verstreut, so müssen die Kunden zusätzlich zu
|
||||
ihren Wunschprodukten auch an anderen Auslagen vorbei und die Anzahl an
|
||||
Spontankäufen eben jener weiteren Produkte steigt.
|
||||
<br>
|
||||
<br>
|
||||
Analysen, die bei der Produktplatzierung hilfreich sein könnten:
|
||||
Warenkorbsanalyse, Verkaufszahlen
|
||||
</p>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
|
||||
|
||||
<%@include file="footer.jsp" %>
|
@ -23,7 +23,7 @@ function drawClusterTable(){
|
||||
row.append("<td></td>");
|
||||
for (x in cluster_result){
|
||||
if(x == 0){
|
||||
row.append("<td>" + "ø" + "</td>");
|
||||
row.append("<td>" + "Durchschnitt" + "</td>");
|
||||
}else{
|
||||
row.append("<td>" + x + "</td>");
|
||||
}
|
||||
|
@ -27,8 +27,8 @@ function drawShoppingCartTable(){
|
||||
row.append("<tbody>");
|
||||
for (x in shopping_cart_result){
|
||||
row.append("<tr>");
|
||||
row.append("<td>" + shopping_cart_result[x].col1 + "</td>");
|
||||
row.append("<td>" + shopping_cart_result[x].col2 + "</td>");
|
||||
row.append("<td>" + shopping_cart_result[x].key + "</td>");
|
||||
row.append("<td>" + shopping_cart_result[x].value + "</td>");
|
||||
row.append("</tr>");
|
||||
}
|
||||
row.append("</tbody>");
|
||||
|
@ -17,7 +17,7 @@
|
||||
<div class="nav-wrapper col 2 right">
|
||||
<ul cslass="right hide-on-med-and-down">
|
||||
<li><a data-target="slide-out" class="sidenav-trigger show-on-large"><i
|
||||
class="material-icons left">menu</i>Menü</a></li><!--Sidenav-->
|
||||
class="material-icons left">menu</i>Datensätze</a></li><!--Sidenav-->
|
||||
<li><a href="logout"><i class="material-icons left">person_outline</i>Logout</a></li><!--Logout-->
|
||||
</ul>
|
||||
<ul class="right">
|
||||
|
@ -1,301 +0,0 @@
|
||||
<!DOCTYPE html>
|
||||
<html>
|
||||
<head>
|
||||
<title>BauDas</title>
|
||||
<!--Import Google Icon Font-->
|
||||
<link href="https://fonts.googleapis.com/icon?family=Material+Icons" rel="stylesheet">
|
||||
<!--Import materialize.css-->
|
||||
<link type="text/css" rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/materialize/1.0.0/css/materialize.min.css" media="screen,projection" />
|
||||
<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/Chart.js/2.8.0/Chart.min.css" integrity="sha256-aa0xaJgmK/X74WM224KMQeNQC2xYKwlAt08oZqjeF0E=" crossorigin="anonymous" />
|
||||
|
||||
<!--Let browser know website is optimized for mobile-->
|
||||
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
|
||||
|
||||
|
||||
</head>
|
||||
<body class="blue-grey lighten-5">
|
||||
<!--Navbar-->
|
||||
<div class="navbar-fixed">
|
||||
<nav class="nav-extended blue-grey lighten-3 white-text row">
|
||||
<a href="#" class="brand-logo hide-on-small-and-down center">BauDas</a>
|
||||
<!--Navbar Tabs-->
|
||||
<div class="nav-content col 12 ">
|
||||
<ul class="tabs tabs-transparent blue-grey lighten-3 white-text">
|
||||
<li class="tab"><a class="active" href="#analysis"><i class="material-icons left">poll</i>Analyse</a></li>
|
||||
<li class="tab"><a href="#marketing"><i class="material-icons left">public</i>Marketing</a></li>
|
||||
</ul>
|
||||
</div>
|
||||
<!--Navbar Items-->
|
||||
<div class="nav-wrapper col 2 right">
|
||||
<ul class="right hide-on-med-and-down">
|
||||
<li><a data-target="slide-out" class="sidenav-trigger show-on-large"><i class="material-icons left">menu</i>Menü</a></li><!--Sidenav-->
|
||||
<li><a href="../login.html"><i class="material-icons left">person_outline</i>Logout</a></li><!--Logout-->
|
||||
</ul>
|
||||
<ul class="right">
|
||||
<li><a href="#" data-target="slide-out" class="sidenav-trigger"><i class="material-icons">menu</i></a></li><!--Sidenav-->
|
||||
<li><a href="../login.html" class="sidenav-trigger"><i class="material-icons">person_outline</i></a></li><!--Logout-->
|
||||
</ul>
|
||||
</div>
|
||||
</nav>
|
||||
</div>
|
||||
<br>
|
||||
|
||||
<!--Sidenav Content-->
|
||||
<ul id="slide-out" class="sidenav">
|
||||
<li><div class="user-view">
|
||||
<div class="background">
|
||||
<img style="width: 100%" src="../logoOrginal.gif">
|
||||
</div>
|
||||
<br>
|
||||
<br>
|
||||
</div></li>
|
||||
<li><div class="divider"></div></li>
|
||||
<li><div class="input-field container">
|
||||
<label>Gruppenauswahl</label>
|
||||
<br>
|
||||
<select>
|
||||
<option value="0">alle</option>
|
||||
<option value="1">Gruppe 1</option>
|
||||
<option value="2">Gruppe 2</option>
|
||||
<option value="3">Gruppe 3</option>
|
||||
</select>
|
||||
</div></li>
|
||||
<li><div class="input-field container">
|
||||
<label>Datensatzauswahl</label>
|
||||
<br>
|
||||
<select>
|
||||
<option value="0">aktuell</option>
|
||||
<option value="1">Datensatz 1</option>
|
||||
<option value="2">Datensatz 2</option>
|
||||
<option value="3">Datensatz 3</option>
|
||||
<option value="4">Datensatz 4</option>
|
||||
<option value="5">Datensatz 5</option>
|
||||
</select>
|
||||
<br>
|
||||
</div></li>
|
||||
<li><div class="divider"></div></li>
|
||||
<li><form action="upload">
|
||||
<br>
|
||||
<div class="file-field input-field container">
|
||||
<div class="btn blue-grey lighten-2">
|
||||
<span>File</span>
|
||||
<input type="file">
|
||||
</div>
|
||||
<div class="file-path-wrapper">
|
||||
<input class="file-path validate" type="text" placeholder="Datei hochladen">
|
||||
</div>
|
||||
</div>
|
||||
</form></li>
|
||||
<li><div class="container">
|
||||
<a class="waves-effect waves-light btn blue-grey lighten-2 right"><i class="material-icons left">file_upload</i>Hochladen</a>
|
||||
</div></li>
|
||||
</ul>
|
||||
|
||||
<!--Cards-->
|
||||
<!--Analyse-Cards-->
|
||||
<div id="analysis" class="row container">
|
||||
<!--Übersicht-->
|
||||
<div class="col s12 m12">
|
||||
<div id="overview" class="card white">
|
||||
<div class="center">
|
||||
<span class="card-title center">Übersicht</span>
|
||||
</div>
|
||||
<div class="card-action center">
|
||||
<a href="#">Tagesübersicht</a>
|
||||
<a href="#">Wochenübersicht</a>
|
||||
</div>
|
||||
<div class="card-content">
|
||||
<div>
|
||||
<canvas id="overview_chart" width="1000" height="400"></canvas>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
|
||||
<!--Einkaufszeiten-->
|
||||
<div class="col s12 m6">
|
||||
<div id="shoping_times" class="card white">
|
||||
<div class="card-content">
|
||||
<div class="center">
|
||||
<span class="card-title">Einkaufszeiten</span>
|
||||
</div>
|
||||
<div class="center">
|
||||
<div class="input-field col s12">
|
||||
<select>
|
||||
<option value="0">Montag</option>
|
||||
<option value="1">Dienstag</option>
|
||||
<option value="2">Mittwoch</option>
|
||||
<option value="3">Donnerstag</option>
|
||||
<option value="4">Freitag</option>
|
||||
<option value="5">Samstag</option>
|
||||
<option value="6">Sonntag</option>
|
||||
</select>
|
||||
<label>Wochentag</label>
|
||||
</div>
|
||||
</div>
|
||||
<div>
|
||||
<canvas id="shoping_times_chart" width="1000" height="400"></canvas>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
|
||||
<!--Verkaufte Artikel-->
|
||||
<div class="col s12 m6">
|
||||
<div id="sold_articles" class="card white">
|
||||
<div class="card-content">
|
||||
<div class="center">
|
||||
<span class="card-title center">Verkaufte Artikel</span>
|
||||
</div>
|
||||
<div class="center">
|
||||
<div class="input-field col s12">
|
||||
<select>
|
||||
<option value="0">Artikel 1</option>
|
||||
<option value="1">Artikel 2</option>
|
||||
<option value="2">Artikel 3</option>
|
||||
</select>
|
||||
<label>Artikel</label>
|
||||
</div>
|
||||
</div>
|
||||
<div>
|
||||
<canvas id="sold_articles_cake" width="1000" height="400"></canvas>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
|
||||
<!--Top Artikel-->
|
||||
<div class="col s12 m6">
|
||||
<div id="top_articles" class="card white">
|
||||
<div class="center">
|
||||
<span class="card-title center">Top Artikel</span>
|
||||
</div>
|
||||
<div class="card-action center">
|
||||
<a href="#">Umsatz</a>
|
||||
<a href="#">Stückzahl</a>
|
||||
</div>
|
||||
<div class="card-content">
|
||||
<div>
|
||||
<canvas id="top_articles_chart" width="1000" height="400"></canvas>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
<!--Flop Artikel-->
|
||||
<div class="col s12 m6">
|
||||
<div id="flop_articles" class="card white">
|
||||
<div class="center">
|
||||
<span class="card-title center">Flop Artikel</span>
|
||||
</div>
|
||||
<div class="card-action center">
|
||||
<a href="#">Umsatz</a>
|
||||
<a href="#">Stückzahl</a>
|
||||
</div>
|
||||
<div class="card-content">
|
||||
<div>
|
||||
<canvas id="flop_articles_chart" width="1000" height="400"></canvas>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
|
||||
<!--Warenkorbanlyse-->
|
||||
<div id="shopping_card_analysis" class="col s12 m6">
|
||||
<div class="card white">
|
||||
<div class="card-content">
|
||||
<div class="center">
|
||||
<span class="card-title center">Warenkorbanalyse</span>
|
||||
</div>
|
||||
<div>
|
||||
<p>Coming Soon</p>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
|
||||
<!--Gruppenübersicht-->
|
||||
<div class="col s12 m6">
|
||||
<div id="group_overview" class="card white">
|
||||
<div class="card-content">
|
||||
<div class="center">
|
||||
<span class="card-title center">Gruppenübersicht</span>
|
||||
</div>
|
||||
<div>
|
||||
<p>Coming Soon</p>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
|
||||
<!--Marketing-Cards-->
|
||||
<div id="marketing" class="row container">
|
||||
|
||||
<div class="col s12 m6">
|
||||
<div id="marketing_tip_1" class="card white">
|
||||
<div class="card-content">
|
||||
<div class="center">
|
||||
<span class="card-title center">Marketingmaßnahme 1</span>
|
||||
</div>
|
||||
<div>
|
||||
<p>Coming Soon</p>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
<div class="col s12 m6">
|
||||
<div id="marketing_tip_2" class="card white">
|
||||
<div class="card-content">
|
||||
<div class="center">
|
||||
<span class="card-title center">Marketingmaßnahme 2</span>
|
||||
</div>
|
||||
<div>
|
||||
<p>Coming Soon</p>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
<div class="col s12 m6">
|
||||
<div id="marketing_tip_3" class="card white">
|
||||
<div class="card-content">
|
||||
<div class="center">
|
||||
<span class="card-title center">Marketingmaßnahme 3</span>
|
||||
</div>
|
||||
<div>
|
||||
<p>Coming Soon</p>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
<div class="col s12 m6">
|
||||
<div id="marketing_tip_4" class="card white">
|
||||
<div class="card-content">
|
||||
<div class="center">
|
||||
<span class="card-title center">Marketingmaßnahme 4</span>
|
||||
</div>
|
||||
<div>
|
||||
<p>Coming Soon</p>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
|
||||
<!--Anfang Skriptbereich-->
|
||||
|
||||
<!--Script für Diagramme-->
|
||||
<script src="https://cdnjs.cloudflare.com/ajax/libs/Chart.js/2.8.0/Chart.bundle.min.js" integrity="sha256-xKeoJ50pzbUGkpQxDYHD7o7hxe0LaOGeguUidbq6vis=" crossorigin="anonymous"></script>
|
||||
<script src="js/overview.js"></script>
|
||||
<script src="js/shoping_times.js"></script>
|
||||
<script src="js/sold_articles.js"></script>
|
||||
<script src="js/top_articles.js"></script>
|
||||
<script src="js/flop_articles.js"></script>
|
||||
|
||||
<!--Script für Materlialize-->
|
||||
<script type="text/javascript" src="https://code.jquery.com/jquery-2.1.1.min.js"></script>
|
||||
<script type="text/javascript" src="https://cdnjs.cloudflare.com/ajax/libs/materialize/1.0.0/js/materialize.min.js"></script>
|
||||
<script type="text/javascript" src="js/materialize_components.js"></script>
|
||||
|
||||
<!--Ende Skriptbereich-->
|
||||
</body>
|
||||
</html>
|
@ -1,55 +0,0 @@
|
||||
<!DOCTYPE html>
|
||||
<html>
|
||||
<head>
|
||||
<meta charset="UTF-8">
|
||||
<title>Registrierung</title>
|
||||
<!--Import Google Icon Font-->
|
||||
<link href="https://fonts.googleapis.com/icon?family=Material+Icons" rel="stylesheet">
|
||||
<!--Import materialize.css-->
|
||||
<link type="text/css" rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/materialize/1.0.0/css/materialize.min.css" media="screen,projection" />
|
||||
<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/Chart.js/2.8.0/Chart.min.css" integrity="sha256-aa0xaJgmK/X74WM224KMQeNQC2xYKwlAt08oZqjeF0E=" crossorigin="anonymous" />
|
||||
<!--Let browser know website is optimized for mobile-->
|
||||
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
|
||||
</head>
|
||||
<body class="blue-grey lighten-5">
|
||||
<div class="container">
|
||||
<!--Login-->
|
||||
<div class="center">
|
||||
<div class="card white">
|
||||
<div class="center">
|
||||
<span class="card-title center">Regstrierung</span>
|
||||
</div>
|
||||
<div class="card-content">
|
||||
<div>
|
||||
<img style="width: 100%" src="../logoOrginal.gif">
|
||||
</div>
|
||||
<div class="divider"></div>
|
||||
<div class="row">
|
||||
<div class="col s12">
|
||||
<input id="login" type="text">
|
||||
<label for="login">Login-Name</label>
|
||||
</div>
|
||||
<div class="col s12">
|
||||
<input id="password" type="text">
|
||||
<label for="password">Passwort</label>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
<div class="card-action right">
|
||||
<a href="#">Bestätigen</a>
|
||||
<a href="../login.html">Zurück</a>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
|
||||
<!--Anfang Skriptbereich-->
|
||||
|
||||
<!--Script für Materlialize-->
|
||||
<script type="text/javascript" src="https://code.jquery.com/jquery-2.1.1.min.js"></script>
|
||||
<script type="text/javascript" src="https://cdnjs.cloudflare.com/ajax/libs/materialize/1.0.0/js/materialize.min.js"></script>
|
||||
<script type="text/javascript" src="js/materialize_components.js"></script>
|
||||
|
||||
<!--Ende Skriptbereich-->
|
||||
</body>
|
||||
</html>
|
@ -5,6 +5,7 @@ import org.junit.jupiter.api.Test;
|
||||
import java.io.File;
|
||||
import java.net.URL;
|
||||
import java.time.Duration;
|
||||
import java.util.AbstractMap;
|
||||
import java.util.Map;
|
||||
import java.util.concurrent.atomic.AtomicReference;
|
||||
|
||||
@ -24,15 +25,15 @@ class ShoppingTimesTest {
|
||||
assert url != null;
|
||||
ShoppingTimes overview = new ShoppingTimes(new File(url.getFile()));
|
||||
|
||||
AtomicReference<Map<DayHour, Integer>> results = new AtomicReference<>();
|
||||
AtomicReference<Map<Map.Entry<String, String>, Integer>> results = new AtomicReference<>();
|
||||
|
||||
assertTimeout(Duration.ofMillis(1700), () -> results.set(overview.getResult()));
|
||||
|
||||
assertEquals(4, results.get().get(new DayHour("Montag", "10-12 Uhr")));
|
||||
assertEquals(9, results.get().get(new DayHour("Samstag", "12-14 Uhr")));
|
||||
assertEquals(1, results.get().get(new DayHour("Donnerstag", "14-17 Uhr")));
|
||||
assertEquals(3, results.get().get(new DayHour("Mittwoch", ">17 Uhr")));
|
||||
assertEquals(6, results.get().get(new DayHour("Dienstag", "<10 Uhr")));
|
||||
assertEquals(4, results.get().get(new AbstractMap.SimpleEntry<>("Montag", "10-12 Uhr")));
|
||||
assertEquals(9, results.get().get(new AbstractMap.SimpleEntry<>("Samstag", "12-14 Uhr")));
|
||||
assertEquals(1, results.get().get(new AbstractMap.SimpleEntry<>("Donnerstag", "14-17 Uhr")));
|
||||
assertEquals(3, results.get().get(new AbstractMap.SimpleEntry<>("Mittwoch", ">17 Uhr")));
|
||||
assertEquals(6, results.get().get(new AbstractMap.SimpleEntry<>("Dienstag", "<10 Uhr")));
|
||||
}
|
||||
|
||||
@Test
|
||||
@ -41,15 +42,15 @@ class ShoppingTimesTest {
|
||||
assert url != null;
|
||||
ShoppingTimes overview = new ShoppingTimes(new File(url.getFile()));
|
||||
|
||||
AtomicReference<Map<DayHour, Integer>> results = new AtomicReference<>();
|
||||
AtomicReference<Map<Map.Entry<String, String>, Integer>> results = new AtomicReference<>();
|
||||
|
||||
assertTimeout(Duration.ofMillis(3000), () -> results.set(overview.getResult()));
|
||||
|
||||
assertEquals(37, results.get().get(new DayHour("Montag", "10-12 Uhr")));
|
||||
assertEquals(87, results.get().get(new DayHour("Samstag", "12-14 Uhr")));
|
||||
assertEquals(23, results.get().get(new DayHour("Donnerstag", "14-17 Uhr")));
|
||||
assertEquals(18, results.get().get(new DayHour("Mittwoch", ">17 Uhr")));
|
||||
assertEquals(18, results.get().get(new DayHour("Dienstag", "<10 Uhr")));
|
||||
assertEquals(37, results.get().get(new AbstractMap.SimpleEntry<>("Montag", "10-12 Uhr")));
|
||||
assertEquals(87, results.get().get(new AbstractMap.SimpleEntry<>("Samstag", "12-14 Uhr")));
|
||||
assertEquals(23, results.get().get(new AbstractMap.SimpleEntry<>("Donnerstag", "14-17 Uhr")));
|
||||
assertEquals(18, results.get().get(new AbstractMap.SimpleEntry<>("Mittwoch", ">17 Uhr")));
|
||||
assertEquals(18, results.get().get(new AbstractMap.SimpleEntry<>("Dienstag", "<10 Uhr")));
|
||||
}
|
||||
|
||||
@Test
|
||||
@ -58,14 +59,14 @@ class ShoppingTimesTest {
|
||||
assert url != null;
|
||||
ShoppingTimes overview = new ShoppingTimes(new File(url.getFile()));
|
||||
|
||||
AtomicReference<Map<DayHour, Integer>> results = new AtomicReference<>();
|
||||
AtomicReference<Map<Map.Entry<String, String>, Integer>> results = new AtomicReference<>();
|
||||
|
||||
assertTimeout(Duration.ofMillis(3000), () -> results.set(overview.getResult()));
|
||||
|
||||
assertEquals(303, results.get().get(new DayHour("Montag", "10-12 Uhr")));
|
||||
assertEquals(737, results.get().get(new DayHour("Samstag", "12-14 Uhr")));
|
||||
assertEquals(192, results.get().get(new DayHour("Donnerstag", "14-17 Uhr")));
|
||||
assertEquals(199, results.get().get(new DayHour("Mittwoch", ">17 Uhr")));
|
||||
assertEquals(149, results.get().get(new DayHour("Dienstag", "<10 Uhr")));
|
||||
assertEquals(303, results.get().get(new AbstractMap.SimpleEntry<>("Montag", "10-12 Uhr")));
|
||||
assertEquals(737, results.get().get(new AbstractMap.SimpleEntry<>("Samstag", "12-14 Uhr")));
|
||||
assertEquals(192, results.get().get(new AbstractMap.SimpleEntry<>("Donnerstag", "14-17 Uhr")));
|
||||
assertEquals(199, results.get().get(new AbstractMap.SimpleEntry<>("Mittwoch", ">17 Uhr")));
|
||||
assertEquals(149, results.get().get(new AbstractMap.SimpleEntry<>("Dienstag", "<10 Uhr")));
|
||||
}
|
||||
}
|
Loading…
Reference in New Issue
Block a user