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Tool for applying a text preprocessing pipeline to twitter tweets.
/**
* Copyright (c) 2012, The University of Southampton and the individual contributors.
* All rights reserved.
*
* Redistribution and use in source and binary forms, with or without modification,
* are permitted provided that the following conditions are met:
*
* * Redistributions of source code must retain the above copyright notice,
* this list of conditions and the following disclaimer.
*
* * Redistributions in binary form must reproduce the above copyright notice,
* this list of conditions and the following disclaimer in the documentation
* and/or other materials provided with the distribution.
*
* * Neither the name of the University of Southampton nor the names of its
* contributors may be used to endorse or promote products derived from this
* software without specific prior written permission.
*
* THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND
* ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
* WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
* DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR
* ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES
* (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
* LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON
* ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
* (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
* SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
*/
package org.openimaj.tools.twitter.modes.preprocessing;
import java.io.IOException;
import org.apache.log4j.Logger;
import org.geonames.ToponymSearchCriteria;
import org.geonames.ToponymSearchResult;
import org.geonames.WebService;
import org.openimaj.twitter.USMFStatus;
import org.openimaj.twitter.utils.Twitter4jUtil;
import twitter4j.GeoQuery;
import twitter4j.Place;
import twitter4j.ResponseList;
import twitter4j.Twitter;
import twitter4j.TwitterException;
/**
* Use the twokeniser to tokenise tweets
*
* @author Sina Samangooei ([email protected])
*
*/
public class CountryCodeMode extends TwitterPreprocessingMode {
Logger logger = Logger.getLogger(CountryCodeMode.class);
final static String COUNTRY_CODE = "country_code";
private static final long GEONAMES_ENFORCED_WAIT_TIME = (60 * 60 * 1000) / 2000;
private static final long TWITTER_ENFORCED_WAIT_TIME = (60 * 60 * 1000) / 100;
private static final long TWITTER_DEFAULT_ERROR_BUT_NO_WAIT_TIME = 5000;
private Twitter twitter;
private EnforcedWait geonamesLastCall = new EnforcedWait(GEONAMES_ENFORCED_WAIT_TIME);
private EnforcedWait twitterLastCall = new EnforcedWait(TWITTER_ENFORCED_WAIT_TIME);
/**
*
*/
public CountryCodeMode() {
this.twitter = Twitter4jUtil.create();
}
class EnforcedWait{
long currentWait;
private long minimumWait;
private long lastCall;
public EnforcedWait(long minWait) {
this.minimumWait = minWait;
}
public void enforce() throws EnforcedWaitException{
long timeSinceLastCall = System.currentTimeMillis() - lastCall;
if(timeSinceLastCall < Math.max(currentWait, minimumWait))
{
currentWait = Math.max(currentWait, minimumWait);
throw new EnforcedWaitException(this);
}
else{
this.lastCall = System.currentTimeMillis();
}
}
}
class EnforcedWaitException extends Exception{
private EnforcedWait wait;
public EnforcedWaitException(EnforcedWait enforcedWait) {
this.wait = enforcedWait;
}
}
@Override
public String process(USMFStatus stat) {
while(true){
long waitTime = Long.MAX_VALUE;
// Try using the twitter API first!
if(stat.country_code!= null ) {
logger .debug("Country code from status!");
return stat.country_code;
}
try{
if(stat.location!=null){
String searchWithTwitter = searchWithTwitter(stat.location);
logger.debug("country code from status location twitter places");
return searchWithTwitter;
}
else if(stat.user.location!=null){
String searchWithTwitter = searchWithTwitter(stat.user.location);
logger.debug("country code from user location twitter places");
return searchWithTwitter;
}
}
catch(EnforcedWaitException e){
waitTime = e.wait.currentWait;
}
// now try geonames (which we have to wait for)
try{
if(stat.geo == null){
if(stat.location != null){
String searchByString = searchByString(stat.location);
logger.debug("country code from geonames search");
return searchByString;
}else{
if(stat.user.geo!=null){
String countryCodeByGeo = countryCodeByGeo(stat.user.geo);
logger.debug("country code from geonames user geo");
return countryCodeByGeo;
}
else if(stat.user.location!=null){
String searchByString = searchByString(stat.user.location);
logger.debug("country code from geonames user location");
return searchByString;
}
}
}
else{
String countryCodeByGeo = countryCodeByGeo(stat.geo);
logger.debug("country code from geonames status geo");
return countryCodeByGeo;
}
}catch(EnforcedWaitException e){
waitTime = Math.min(waitTime, e.wait.currentWait);
}
if(waitTime == Long.MAX_VALUE){
// ONLY IN THIS SITUATION RETURN, it means both APIs were called but none returned
logger.debug("API called, no response!");
return "";
}else{
try {
logger.debug("APIs busy, waiting: " + waitTime);
Thread.sleep(waitTime);
} catch (InterruptedException e) {
}
}
}
}
private String searchWithTwitter(String location) throws EnforcedWaitException {
while(true){
try {
twitterLastCall.enforce();
ResponseList res = this.twitter.searchPlaces(new GeoQuery(location));
if(res.size() > 0)
return res.get(0).getCountryCode();
else
return null;
} catch (TwitterException e) {
this.twitterLastCall.currentWait = Twitter4jUtil.handleTwitterException(e, TWITTER_DEFAULT_ERROR_BUT_NO_WAIT_TIME);
throw new EnforcedWaitException(this.twitterLastCall);
}
}
}
@Override
public String getAnalysisKey(){
return CountryCodeMode.COUNTRY_CODE;
}
private String searchByString(String location) throws EnforcedWaitException {
geonamesLastCall.enforce();
ToponymSearchResult x;
try {
ToponymSearchCriteria search = new ToponymSearchCriteria();
search.setQ(location);
x = WebService.search(search);
if(x.getTotalResultsCount() == 0)
{
return "";
}
return x.getToponyms()
.get(0)
.getCountryCode();
} catch (Exception e) {
return "";
}
}
private String countryCodeByGeo(double[] geo) throws EnforcedWaitException {
try {
geonamesLastCall.enforce();
return WebService.countryCode(geo[0], geo[1]);
} catch (IOException e) {
return null;
}
}
}
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