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GenderIndexProcessor.java
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GenderIndexProcessor.java
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package org.wikidata.wdtk.examples;
/*
* #%L
* Wikidata Toolkit Examples
* %%
* Copyright (C) 2014 Wikidata Toolkit Developers
* %%
* 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.
* #L%
*/
import java.io.IOException;
import java.io.PrintStream;
import java.text.DateFormat;
import java.text.SimpleDateFormat;
import java.util.ArrayList;
import java.util.Collection;
import java.util.Collections;
import java.util.Comparator;
import java.util.Date;
import java.util.HashMap;
import java.util.List;
import org.wikidata.wdtk.datamodel.helpers.Datamodel;
import org.wikidata.wdtk.datamodel.interfaces.EntityDocumentProcessor;
import org.wikidata.wdtk.datamodel.interfaces.EntityIdValue;
import org.wikidata.wdtk.datamodel.interfaces.ItemDocument;
import org.wikidata.wdtk.datamodel.interfaces.ItemIdValue;
import org.wikidata.wdtk.datamodel.interfaces.MonolingualTextValue;
import org.wikidata.wdtk.datamodel.interfaces.PropertyDocument;
import org.wikidata.wdtk.datamodel.interfaces.SiteLink;
import org.wikidata.wdtk.datamodel.interfaces.Statement;
import org.wikidata.wdtk.datamodel.interfaces.StatementGroup;
import org.wikidata.wdtk.datamodel.interfaces.TimeValue;
import org.wikidata.wdtk.datamodel.interfaces.Value;
import org.wikidata.wdtk.datamodel.interfaces.ValueSnak;
/**
* This document processor outputs information on humans that have a gender value or at least a date of birth or date of death
*
* @author Markus Kroetzsch
*
*/
public class GenderIndexProcessor implements EntityDocumentProcessor {
int itemCount = 0;
int genderItemCount = 0;
boolean printedStatus = true;
List<Person> People = new ArrayList<>();
/**
* Class to store basic information for each site in a simple format.
*
* @author Markus Kroetzsch
*
*/
public class Person{
public ItemIdValue QID;
public Collection<SiteLink> siteLinks;
public int birthYear = Integer.MIN_VALUE;
public int deathYear = Integer.MIN_VALUE;
public List<EntityIdValue> genderValues = Collections.emptyList();
public List<EntityIdValue> ethnicGroupValues = Collections.emptyList();
public List<EntityIdValue> countryOfCitizenshipValues = Collections.emptyList();
public List<EntityIdValue> placeOfBirthValues = Collections.emptyList();
public Person(ItemIdValue itemIdValue){
this.QID = itemIdValue;
}
}
/**
* Class to use for filtering items. This can be changed to analyse a more
* specific set of items. Gender information will always be collected, but
* it would not be a problem if there was none. For example, you could use
* the same code to compare the number of articles about lighthouses
* (Q39715) by site; the gender counts would (hopefully) be zero in this
* case.
*/
static final ItemIdValue filterClass = Datamodel
.makeWikidataItemIdValue("Q5");
/**
* Main method. Processes the whole dump using this processor and writes the
* results to a file. To change which dump file to use and whether to run in
* offline mode, modify the settings in {@link ExampleHelpers}.
*
* @param args
* @throws IOException
*/
public static void main(String[] args) throws IOException {
ExampleHelpers.configureLogging();
GenderIndexProcessor.printDocumentation();
GenderIndexProcessor processor = new GenderIndexProcessor();
ExampleHelpers.processEntitiesFromWikidataDump(processor);
processor.writeFinalResults();
}
/**
* Constructor.
*/
public GenderIndexProcessor() {
}
@Override
public void processItemDocument(ItemDocument itemDocument) {
this.itemCount++;
Person person = new Person(itemDocument.getItemId());
person.siteLinks = itemDocument.getSiteLinks().values();
boolean isHuman = false;
for (StatementGroup statementGroup : itemDocument.getStatementGroups()) {
switch (statementGroup.getProperty().getId()) {
case "P31": // P31 is "instance of"
isHuman = containsValue(statementGroup, filterClass);
break;
case "P21": // P21 is "sex or gender"
person.genderValues = getItemIdValueList(statementGroup);
break;
case "P172": // P172 is "ethnic group"
person.ethnicGroupValues = getItemIdValueList(statementGroup);
break;
case "P27": // P27 is "country of citizenship"
person.countryOfCitizenshipValues = getItemIdValueList(statementGroup);
break;
case "P19": // P19 is "place of birth"
person.placeOfBirthValues = getItemIdValueList(statementGroup);
break;
case "P569": // P569 is "birth date"
person.birthYear = getYearValueIfAny(statementGroup);
break;
case "P570": // P570 is "death date"
person.deathYear = getYearValueIfAny(statementGroup);
break;
}
}
if (isHuman) {
this.genderItemCount++;
this.printedStatus = false;
People.add(person);
}
// Print status once in a while
if (!this.printedStatus && this.itemCount % 100000 == 0) {
printStatus();
this.printedStatus = true;
}
}
@Override
public void processPropertyDocument(PropertyDocument propertyDocument) {
// nothing to do for properties
}
/**
* Writes the results of the processing to a CSV file.
*/
public void writeFinalResults() {
printStatus();
DateFormat dateFormat = new SimpleDateFormat("yyyy-MM-dd");
Date date = new Date();
String fileName = "gender-index-data-" + dateFormat.format(date) + ".csv";
try (PrintStream out = new PrintStream(
ExampleHelpers.openExampleFileOuputStream(fileName))) {
out.print("qid,dob,dod,gender,ethnic_group,citizenship,place_of_birth,site_links");
out.println();
for (Person person : People) {
//qid
out.print(person.QID.getId());
out.print(",");
//dob
out.print(person.birthYear);
out.print(",");
//dod
out.print(person.deathYear);
out.print(",");
//gender
for(EntityIdValue gender: person.genderValues){
out.print(gender.getId());
out.print("|");
}
out.print(",");
//ethinc group
for(EntityIdValue ethnicity: person.ethnicGroupValues){
out.print(ethnicity.getId());
out.print("|");
}
out.print(",");
//citizenship
for(EntityIdValue citizenship: person.countryOfCitizenshipValues){
out.print(citizenship.getId());
out.print("|");
}
out.print(",");
//place of birth
for(EntityIdValue pob: person.placeOfBirthValues){
out.print(pob.getId());
out.print("|");
}
out.print(",");
//site_links
for(SiteLink siteLink : person.siteLinks){
out.print(siteLink.getSiteKey());
out.print("|");
}
//newline
out.println();
}
} catch (IOException e) {
e.printStackTrace();
}
}
/**
* Prints some basic documentation about this program.
*/
public static void printDocumentation() {
System.out.println(java.lang.Runtime.getRuntime().maxMemory());
System.out
.println("********************************************************************");
System.out.println("*** Wikidata Toolkit: GenderIndexProcessor");
System.out.println("*** ");
System.out
.println("*** This program will download and process dumps from Wikidata.");
System.out
.println("*** It will compute the numbers of articles about humans across");
System.out
.println("*** Wikimedia projects, and in particular it will count the articles");
System.out
.println("*** for each sex/gender. Results will be stored in a CSV file.");
System.out.println("*** See source code for further details.");
System.out
.println("********************************************************************");
}
/**
* Prints the current status to the system output.
*/
private void printStatus() {
System.out.println("*** Found " + genderItemCount
+ " items with gender within " + itemCount + " items.");
}
private int getYearValueIfAny(StatementGroup statementGroup) {
// Iterate over all statements
for (Statement s : statementGroup.getStatements()) {
// Find the main claim and check if it has a value
if (s.getClaim().getMainSnak() instanceof ValueSnak) {
Value v = ((ValueSnak) s.getClaim().getMainSnak()).getValue();
// Check if the value is a TimeValue of sufficient precision
if (v instanceof TimeValue
&& ((TimeValue) v).getPrecision() >= TimeValue.PREC_YEAR) {
return (int) ((TimeValue) v).getYear();
}
}
}
return Integer.MIN_VALUE;
}
/**
* Helper method that extracts the list of all {@link ItemIdValue} objects
* that are used as values in the given statement group.
*
* @param statementGroup
* the {@link StatementGroup} to extract the data from
* @return the list of values
*/
private List<EntityIdValue> getItemIdValueList(StatementGroup statementGroup) {
List<EntityIdValue> result = new ArrayList<>(statementGroup
.getStatements().size());
// Iterate over all statements
for (Statement s : statementGroup.getStatements()) {
// Find the main claim and check if it has a value
if (s.getClaim().getMainSnak() instanceof ValueSnak) {
Value v = ((ValueSnak) s.getClaim().getMainSnak()).getValue();
// Check if the value is an ItemIdValue
if (v instanceof EntityIdValue) {
result.add((EntityIdValue) v);
}
}
}
return result;
}
/**
* Checks if the given group of statements contains the given value as the
* value of a main snak of some statement.
*
* @param statementGroup
* the statement group to scan
* @param value
* the value to scan for
* @return true if value was found
*/
private boolean containsValue(StatementGroup statementGroup, Value value) {
// Iterate over all statements
for (Statement s : statementGroup.getStatements()) {
// Find the main claim and check if it has a value
if (s.getClaim().getMainSnak() instanceof ValueSnak) {
Value v = ((ValueSnak) s.getClaim().getMainSnak()).getValue();
// Check if the value is an ItemIdValue
if (value.equals(v)) {
return true;
}
}
}
return false;
}
}