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added analysis scripts from matsim-episim-libs
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input/openDataModel/cologne/input/cologne_until20221231_mobility_data.csv
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52
src/main/java/org/matsim/episim/analysis/AnalyzeContactGraph.java
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package org.matsim.episim.analysis; | ||
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import org.apache.logging.log4j.LogManager; | ||
import org.apache.logging.log4j.Logger; | ||
import org.jgrapht.graph.DefaultEdge; | ||
import org.jgrapht.graph.DefaultUndirectedWeightedGraph; | ||
import org.jgrapht.nio.graphml.GraphMLImporter; | ||
import org.matsim.api.core.v01.Id; | ||
import org.matsim.api.core.v01.population.Person; | ||
import org.matsim.core.utils.io.IOUtils; | ||
import picocli.CommandLine; | ||
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import java.nio.file.Path; | ||
import java.util.concurrent.Callable; | ||
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/** | ||
* Executable class to analyze contacts events. | ||
*/ | ||
@CommandLine.Command( | ||
name = "analyzeGraph", | ||
description = "Build contact graph from event file." | ||
) | ||
class AnalyzeContactGraph implements Callable<Integer> { | ||
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private static final Logger log = LogManager.getLogger(AnalyzeSnzData.class); | ||
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@CommandLine.Parameters(arity = "1") | ||
private Path input; | ||
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public static void main(String[] args) { | ||
System.exit(new CommandLine(new AnalyzeContactGraph()).execute(args)); | ||
} | ||
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@Override | ||
public Integer call() throws Exception { | ||
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DefaultUndirectedWeightedGraph<Id<Person>, DefaultEdge> graph = new DefaultUndirectedWeightedGraph<>(DefaultEdge.class); | ||
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GraphMLImporter<Id<Person>, DefaultEdge> importer = new GraphMLImporter<>(); | ||
importer.setVertexFactory(Id::createPersonId); | ||
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importer.importGraph(graph, IOUtils.getBufferedReader(input.toString())); | ||
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log.info("Imported graph with {} edges and {} nodes", graph.edgeSet().size(), graph.vertexSet().size()); | ||
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return 0; | ||
} | ||
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} |
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src/main/java/org/matsim/episim/analysis/AnalyzeDiviData.java
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/* *********************************************************************** * | ||
* project: org.matsim.* | ||
* Controler.java | ||
* * | ||
* *********************************************************************** * | ||
* * | ||
* copyright : (C) 2007 by the members listed in the COPYING, * | ||
* LICENSE and WARRANTY file. * | ||
* email : info at matsim dot org * | ||
* * | ||
* *********************************************************************** * | ||
* * | ||
* This program is free software; you can redistribute it and/or modify * | ||
* it under the terms of the GNU General Public License as published by * | ||
* the Free Software Foundation; either version 2 of the License, or * | ||
* (at your option) any later version. * | ||
* See also COPYING, LICENSE and WARRANTY file * | ||
* * | ||
* *********************************************************************** */ | ||
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package org.matsim.episim.analysis; | ||
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import java.io.BufferedWriter; | ||
import java.io.File; | ||
import java.io.IOException; | ||
import java.nio.file.Files; | ||
import java.nio.file.Path; | ||
import java.nio.file.StandardCopyOption; | ||
import java.util.ArrayList; | ||
import java.util.HashMap; | ||
import java.util.List; | ||
import java.util.Objects; | ||
import java.util.concurrent.Callable; | ||
import org.apache.commons.csv.CSVFormat; | ||
import org.apache.commons.csv.CSVParser; | ||
import org.apache.commons.csv.CSVRecord; | ||
import org.apache.logging.log4j.LogManager; | ||
import org.apache.logging.log4j.Logger; | ||
import org.matsim.core.utils.io.IOUtils; | ||
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import com.google.common.base.Joiner; | ||
import it.unimi.dsi.fastutil.objects.Object2DoubleLinkedOpenHashMap; | ||
import it.unimi.dsi.fastutil.objects.Object2DoubleMap; | ||
import it.unimi.dsi.fastutil.objects.Object2IntLinkedOpenHashMap; | ||
import it.unimi.dsi.fastutil.objects.Object2IntMap; | ||
import picocli.CommandLine; | ||
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/** | ||
* @author: rewert | ||
* This class reads the DIVI data for every day. The data is filtered for every Bundesland. | ||
*/ | ||
@CommandLine.Command(name = "analyzeDIVIData", description = "Analyze DIVI data.") | ||
public class AnalyzeDiviData implements Callable<Integer> { | ||
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private static final Logger log = LogManager.getLogger(AnalyzeDiviData.class); | ||
private static final Joiner JOIN = Joiner.on("\t"); | ||
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@CommandLine.Parameters(defaultValue = "../public-svn/matsim/scenarios/countries/de/episim/original-data/Fallzahlen/DIVI/Daily_reports/") | ||
private Path inputFolder; | ||
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@CommandLine.Option(names = "--output", defaultValue = "../public-svn/matsim/scenarios/countries/de/episim/original-data/Fallzahlen/DIVI/") | ||
private Path outputFolder; | ||
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public static void main(String[] args) { | ||
System.exit(new CommandLine(new AnalyzeDiviData()).execute(args)); | ||
} | ||
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/** | ||
* This method searches all files with an certain name in a given folder. | ||
*/ | ||
private static List<File> findInputFiles(File inputFolder) { | ||
List<File> fileData = new ArrayList<File>(); | ||
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for (File file : Objects.requireNonNull(inputFolder.listFiles())) { | ||
if (file.getName().contains("DIVI")) | ||
fileData.add(file); | ||
} | ||
return fileData; | ||
} | ||
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@Override | ||
public Integer call() throws Exception { | ||
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HashMap<Integer, String> bundeslandCodes = new HashMap<Integer, String>(); | ||
bundeslandCodes.put(1, "Schleswig-Holstein"); | ||
bundeslandCodes.put(2, "Hamburg"); | ||
bundeslandCodes.put(3, "Niedersachsen"); | ||
bundeslandCodes.put(4, "Bremen"); | ||
bundeslandCodes.put(5, "Nordrhein-Westfalen"); | ||
bundeslandCodes.put(6, "Hessen"); | ||
bundeslandCodes.put(7, "Rheinland-Pfalz"); | ||
bundeslandCodes.put(8, "Baden-Wuertenberg"); | ||
bundeslandCodes.put(9, "Bayern"); | ||
bundeslandCodes.put(10, "Saarland"); | ||
bundeslandCodes.put(11, "Berlin"); | ||
bundeslandCodes.put(12, "Brandenburg"); | ||
bundeslandCodes.put(13, "Mecklenburg-Vorpommern"); | ||
bundeslandCodes.put(14, "Sachsen"); | ||
bundeslandCodes.put(15, "Sachsen-Anhalt"); | ||
bundeslandCodes.put(16, "Thueringen"); | ||
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log.info("Searching for files in the folder: " + inputFolder); | ||
List<File> filesWithData = findInputFiles(inputFolder.toFile()); | ||
log.info("Amount of found files: " + filesWithData.size()); | ||
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analyzeDataForCertainArea("Bundesland", filesWithData, bundeslandCodes); | ||
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log.info("Done!"); | ||
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return 0; | ||
} | ||
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private void analyzeDataForCertainArea(String area, List<File> filesWithData, HashMap<Integer, String> bundeslandCodes) throws IOException { | ||
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log.info("Analyze data for " + area); | ||
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Path outputFile = outputFolder.resolve(area + "-divi-processed_until.csv"); | ||
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BufferedWriter writer = IOUtils.getBufferedWriter(outputFile.toString()); | ||
try { | ||
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JOIN.appendTo(writer, HeaderTable.values()); | ||
writer.write("\n"); | ||
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int countingDays = 1; | ||
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// will contain the last parsed date | ||
String dateString = ""; | ||
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for (File file : filesWithData) { | ||
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Object2IntMap<Integer> sums_casesCovidICU = new Object2IntLinkedOpenHashMap<>(); | ||
Object2IntMap<Integer> sums_beatmet = new Object2IntLinkedOpenHashMap<>(); | ||
Object2DoubleMap<Integer> sums_freeBeds = new Object2DoubleLinkedOpenHashMap<>(); | ||
Object2DoubleMap<Integer> sums_occupiedBeds = new Object2DoubleLinkedOpenHashMap<>(); | ||
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dateString = file.getName().split("_")[1]; | ||
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CSVParser parse = CSVFormat.DEFAULT.withDelimiter(',').withFirstRecordAsHeader() | ||
.parse(IOUtils.getBufferedReader(file.toString())); | ||
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for (CSVRecord record : parse) { | ||
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int bundeslandCode = Integer.parseInt(record.get("bundesland")); | ||
int aktuellICU = Integer.parseInt(record.get("faelle_covid_aktuell")); | ||
int aktuellBeatmet = Integer.parseInt(record.get("faelle_covid_aktuell_beatmet")); | ||
double freeBeds = Double.parseDouble(record.get("betten_frei")); | ||
double occupiedBeds = Double.parseDouble(record.get("betten_belegt")); | ||
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sums_casesCovidICU.mergeInt(bundeslandCode, aktuellICU, Integer::sum); | ||
sums_beatmet.mergeInt(bundeslandCode, aktuellBeatmet, Integer::sum); | ||
sums_freeBeds.mergeDouble(bundeslandCode, freeBeds, Double::sum); | ||
sums_occupiedBeds.mergeDouble(bundeslandCode, occupiedBeds, Double::sum); | ||
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} | ||
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for (int bundeslandCode : sums_beatmet.keySet()) { | ||
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List<String> row = new ArrayList<>(); | ||
row.add(dateString); | ||
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row.add(String.valueOf(bundeslandCodes.get(bundeslandCode))); | ||
row.add(String.valueOf(sums_casesCovidICU.getInt(bundeslandCode))); | ||
row.add(String.valueOf(sums_beatmet.getInt(bundeslandCode))); | ||
row.add(String.valueOf(sums_freeBeds.getDouble(bundeslandCode))); | ||
row.add(String.valueOf(sums_occupiedBeds.getDouble(bundeslandCode))); | ||
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JOIN.appendTo(writer, row); | ||
writer.write("\n"); | ||
} | ||
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if (countingDays == 1 || countingDays % 5 == 0) | ||
log.info("Finished day " + countingDays); | ||
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countingDays++; | ||
} | ||
writer.close(); | ||
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Path finalPath = Path.of(outputFile.toString().replace("until", "until" + dateString)); | ||
Files.move(outputFile, finalPath, StandardCopyOption.REPLACE_EXISTING); | ||
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log.info("Write analyze of " + countingDays + " is writen to " + finalPath); | ||
} catch (IOException e) { | ||
e.printStackTrace(); | ||
} | ||
} | ||
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private enum HeaderTable { | ||
date, Bundesland, covid_faelle_aktuell, covid_aktuell_beatmet, bettenFrei, bettenBelegt | ||
} | ||
} |
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src/main/java/org/matsim/episim/analysis/AnalyzeHomeFacilities.java
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/* *********************************************************************** * | ||
* project: org.matsim.* | ||
* Controler.java | ||
* * | ||
* *********************************************************************** * | ||
* * | ||
* copyright : (C) 2007 by the members listed in the COPYING, * | ||
* LICENSE and WARRANTY file. * | ||
* email : info at matsim dot org * | ||
* * | ||
* *********************************************************************** * | ||
* * | ||
* This program is free software; you can redistribute it and/or modify * | ||
* it under the terms of the GNU General Public License as published by * | ||
* the Free Software Foundation; either version 2 of the License, or * | ||
* (at your option) any later version. * | ||
* See also COPYING, LICENSE and WARRANTY file * | ||
* * | ||
* *********************************************************************** */ | ||
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package org.matsim.episim.analysis; | ||
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import org.matsim.api.core.v01.Id; | ||
import org.matsim.api.core.v01.population.Person; | ||
import org.matsim.api.core.v01.population.Population; | ||
import org.matsim.core.population.PopulationUtils; | ||
import org.matsim.core.utils.geometry.CoordUtils; | ||
import org.matsim.core.utils.io.IOUtils; | ||
import org.matsim.facilities.*; | ||
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import java.io.BufferedWriter; | ||
import java.io.IOException; | ||
import java.util.ArrayList; | ||
import java.util.HashMap; | ||
import java.util.List; | ||
import java.util.Map; | ||
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/** | ||
* This class aims to analyze the age distribution within home facilities of the input population. It classifies the inhabitants of each home facility into age groups and dumps | ||
* out a csv containing the number of people belonging to every age group, for every home facility. | ||
*/ | ||
final class AnalyzeHomeFacilities { | ||
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private static final String INPUT_POPULATION = "D:/svn/shared-svn/projects/episim/matsim-files/snz/Berlin/episim-input/be_entirePopulation_noPlans.xml.gz"; | ||
private static final String OUTPUT_CSV = "D:/svn/shared-svn/projects/episim/matsim-files/snz/Berlin/processed-data/be_entirePopulation_noPlans_homeIdCounts.csv"; | ||
private static final String OUTPUT_FACILITIES = "D:/svn/shared-svn/projects/episim/matsim-files/snz/Berlin/processed-data/be_entirePopulation_noPlans_homeFacilities.xml"; | ||
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private AnalyzeHomeFacilities() { | ||
} | ||
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public static void main(String[] args) { | ||
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Population population = PopulationUtils.readPopulation(INPUT_POPULATION); | ||
Map<String, List<Person>> map = mapPersonsToHomeId(population); | ||
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BufferedWriter writer = IOUtils.getBufferedWriter(OUTPUT_CSV); | ||
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ActivityFacilities facilities = FacilitiesUtils.createActivityFacilities(); | ||
ActivityFacilitiesFactory factory = facilities.getFactory(); | ||
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try { | ||
writer.write("homeId;0-2;2-14;15-18;19-63;63-80;over80"); | ||
for (String home : map.keySet()) { | ||
List<Person> inhabitants = map.get(home); | ||
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double x = (double) inhabitants.get(0).getAttributes().getAttribute("homeX"); | ||
double y = (double) inhabitants.get(0).getAttributes().getAttribute("homeY"); | ||
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facilities.addActivityFacility(factory.createActivityFacility(Id.create(home, ActivityFacility.class), CoordUtils.createCoord(x,y))); | ||
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writer.newLine(); | ||
long nrClass1 = inhabitants.stream().map(person -> (int) person.getAttributes().getAttribute("age")).filter(age -> age <= 2).count(); | ||
long nrClass2 = inhabitants.stream().map(person -> (int) person.getAttributes().getAttribute("age")).filter(age -> age > 2 && age <= 14).count(); | ||
long nrClass3 = inhabitants.stream().map(person -> (int) person.getAttributes().getAttribute("age")).filter(age -> age > 14 && age <= 18).count(); | ||
long nrClass4 = inhabitants.stream().map(person -> (int) person.getAttributes().getAttribute("age")).filter(age -> age > 18 && age <= 63).count(); | ||
long nrClass5 = inhabitants.stream().map(person -> (int) person.getAttributes().getAttribute("age")).filter(age -> age > 63 && age <= 80).count(); | ||
long nrClass6 = inhabitants.stream().map(person -> (int) person.getAttributes().getAttribute("age")).filter(age -> age > 80).count(); | ||
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writer.write(home + ";" + nrClass1 + ";" + nrClass2 + ";" + nrClass3 + ";" + nrClass4 + ";" + nrClass5 + ";" + nrClass6); | ||
} | ||
writer.close(); | ||
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new FacilitiesWriter(facilities).write(OUTPUT_FACILITIES); | ||
} catch (IOException e) { | ||
e.printStackTrace(); | ||
} | ||
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} | ||
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private static Map<String, List<Person>> mapPersonsToHomeId(Population childrenPopulation) { | ||
Map<String, List<Person>> homeIdToPersons = new HashMap<>(); | ||
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for (Person person : childrenPopulation.getPersons().values()) { | ||
String homeIdStr = person.getAttributes().getAttribute("homeId").toString(); | ||
if (homeIdToPersons.containsKey(homeIdStr)) { | ||
homeIdToPersons.get(homeIdStr).add(person); | ||
} else { | ||
List<Person> list = new ArrayList<>(); | ||
list.add(person); | ||
homeIdToPersons.put(homeIdStr, list); | ||
} | ||
} | ||
return homeIdToPersons; | ||
} | ||
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} |
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