/**
* Start processing events. This uses the Twitter Streaming API to sample Twitter, and process
* tweets.
*/
@Override
public void start() {
// The channel is the piece of Flume that sits between the Source and Sink,
// and is used to process events.
final ChannelProcessor channel = getChannelProcessor();
final Map<String, String> headers = new HashMap<String, String>();
// The StatusListener is a twitter4j API, which can be added to a Twitter
// stream, and will execute methods every time a message comes in through
// the stream.
StatusListener listener =
new StatusListener() {
// The onStatus method is executed every time a new tweet comes in.
public void onStatus(Status status) {
// The EventBuilder is used to build an event using the headers and
// the raw JSON of a tweet
logger.debug(status.getUser().getScreenName() + ": " + status.getText());
headers.put("timestamp", String.valueOf(status.getCreatedAt().getTime()));
Event event =
EventBuilder.withBody(DataObjectFactory.getRawJSON(status).getBytes(), headers);
channel.processEvent(event);
}
// This listener will ignore everything except for new tweets
public void onDeletionNotice(StatusDeletionNotice statusDeletionNotice) {}
public void onTrackLimitationNotice(int numberOfLimitedStatuses) {}
public void onScrubGeo(long userId, long upToStatusId) {}
public void onException(Exception ex) {}
public void onStallWarning(StallWarning warning) {}
};
logger.debug(
"Setting up Twitter sample stream using consumer key {} and" + " access token {}",
new String[] {consumerKey, accessToken});
// Set up the stream's listener (defined above), and set any necessary
// security information.
twitterStream.addListener(listener);
twitterStream.setOAuthConsumer(consumerKey, consumerSecret);
AccessToken token = new AccessToken(accessToken, accessTokenSecret);
twitterStream.setOAuthAccessToken(token);
// Set up a filter to pull out industry-relevant tweets
if (keywords.length == 0) {
logger.debug("Starting up Twitter sampling...");
twitterStream.sample();
} else {
logger.debug("Starting up Twitter filtering...");
FilterQuery query = new FilterQuery().track(keywords);
twitterStream.filter(query);
}
super.start();
}
public boolean startSample(long lifeTime) {
if (accessConfigBuilder == null) return false;
StatusListener listener = new SampleStreamListener(lifeTime);
TwitterStream twitterStream =
new TwitterStreamFactory(accessConfigBuilder.build()).getInstance();
twitterStream.addListener(listener);
twitterStream.sample();
return true;
}
/** Call this method to strt reading tweets */
public void readTweets() {
/* Create the TweetStream reader thread */
TwitterStream mTwitterStream =
new TwitterStreamFactory(this).getInstance("mahateam", "mahateam1");
/* Start reading the Twitter Stream */
mTwitterStream.sample();
}
@Override
public void open(Map conf, TopologyContext context, SpoutOutputCollector collector) {
queue = new LinkedBlockingQueue<Status>(1000);
_collector = collector;
StatusListener listener =
new StatusListener() {
@Override
public void onStatus(Status status) {
queue.offer(status);
}
@Override
public void onDeletionNotice(StatusDeletionNotice sdn) {}
@Override
public void onTrackLimitationNotice(int i) {}
@Override
public void onScrubGeo(long l, long l1) {}
@Override
public void onException(Exception ex) {}
@Override
public void onStallWarning(StallWarning arg0) {
// TODO Auto-generated method stub
}
};
_twitterStream =
new TwitterStreamFactory(new ConfigurationBuilder().setJSONStoreEnabled(true).build())
.getInstance();
_twitterStream.addListener(listener);
_twitterStream.setOAuthConsumer(consumerKey, consumerSecret);
AccessToken token = new AccessToken(accessToken, accessTokenSecret);
_twitterStream.setOAuthAccessToken(token);
if (keyWords.length == 0) {
_twitterStream.sample();
} else {
FilterQuery query = new FilterQuery().track(keyWords);
_twitterStream.filter(query);
}
}
@Override
public void open(Map conf, TopologyContext context, SpoutOutputCollector collector) {
statuses = new LinkedBlockingQueue<Status>(1000);
this.spoutOutputCollector = collector;
ConfigurationBuilder configurationBuilder = new ConfigurationBuilder();
configurationBuilder
.setOAuthConsumerKey(consumerKey)
.setOAuthConsumerSecret(consumerSecret)
.setOAuthAccessToken(accessToken)
.setOAuthAccessTokenSecret(accessTokenSecret);
OAuthAuthorization authAuthorization = new OAuthAuthorization(configurationBuilder.build());
twitterStream = new TwitterStreamFactory().getInstance(authAuthorization);
twitterStream.addListener(
new StatusListener() {
@Override
public void onStatus(Status status) {
statuses.offer(status);
}
@Override
public void onDeletionNotice(StatusDeletionNotice statusDeletionNotice) {}
@Override
public void onTrackLimitationNotice(int numberOfLimitedStatuses) {}
@Override
public void onScrubGeo(long userId, long upToStatusId) {}
@Override
public void onStallWarning(StallWarning warning) {}
@Override
public void onException(Exception ex) {}
});
twitter = new TwitterFactory().getInstance(authAuthorization);
filterQuery = new FilterQuery();
if (filterQuery == null) {
twitterStream.sample();
;
} else {
twitterStream.filter(filterQuery.track(filterWords));
twitterStream.filter(filterQuery.language(filterLanguages));
}
}
/*
* Main entry of this application.
*
* @param args
*/
public static void main(String[] args) throws TwitterException {
TwitterStream twitterStream = new TwitterStreamFactory().getInstance();
final DateFormat formatter = new SimpleDateFormat("yyyy-MM-dd HH:mm:ss");
final String startDate = formatter.format(new Timestamp((new Date()).getTime()));
final TweetStats stats = new TweetStats();
final long startTime = System.currentTimeMillis();
// to split the tweet text into words
final Pattern splitPattern = Pattern.compile("\\b");
final Pattern nameFilter = Pattern.compile("^[a-zA-Z0-9_]+$");
// System.out.println("digraph mentions {");
// I did not find a different way to count words:
// hashtables in java allows to manage sets of data with a <key,value> structure
// in this part of the worl, the key is the word and the value is the count.
final Hashtable<String, Integer> wordstats = new Hashtable<String, Integer>();
final DecimalFormat df = new DecimalFormat("#.###");
StatusListener listener =
new StatusListener() {
public void onStatus(Status status) {
long actualTime = System.currentTimeMillis();
String text = status.getText().toLowerCase();
String wordsPerText[] = splitPattern.split(text);
// to avoid problems with the counting process, this work use synchronized
synchronized (this) {
stats.incrementTweetCount();
long tweetCount = stats.getTweetCount();
long timeElapsed = (actualTime - startTime) / 1000;
long statET = stats.getElapsedTime();
long mentionCount;
// with this code, I show the stats every 15 seconds, comparing the change of time
List<String> names;
Extractor extractor = new Extractor();
names = extractor.extractMentionedScreennames(status.getText());
mentionCount = stats.getMentionCount();
String userName = status.getUser().getName().toLowerCase();
// I had some problems with international names and the graphic tools, so i decided
// To filer all the names with non ascii characters.
Matcher matcherUserName = nameFilter.matcher(userName);
if (matcherUserName.find() && names.size() > 0) {
// I'm countiong the act of mention one or more tweeters as one action.
stats.incrementMentionCount();
for (String name : names) {
String mentionName = name.toLowerCase();
Matcher matcherMention = nameFilter.matcher(mentionName);
if (matcherMention.find()) {
// userName = userName.replaceAll("\\u202E|\\u200E|\\t|\\r|\\n", "").trim();
// mentionName = mentionName.replaceAll("\\u202E|\\u200E|\\t|\\r|\\n",
// "").trim();
// Are there other cleanings on names???
System.out.println("\"" + userName + "\",\"" + mentionName + "\"");
}
}
}
if (mentionCount > 30000
&& timeElapsed > 0
&& statET != timeElapsed
&& timeElapsed % 15 == 0) {
// System.out.println("}");
stats.setElapsedTime(timeElapsed);
String report = "";
report += " |Date: " + startDate;
report += " |Tweet Count: " + tweetCount;
report += " |Mention Cpunt: " + mentionCount;
report += " |Elapsed Time (s): " + timeElapsed;
report += " |Avg. (Tweets per Second): " + (double) (tweetCount / timeElapsed);
System.out.println(report);
System.exit(0);
}
}
}
public void onDeletionNotice(StatusDeletionNotice statusDeletionNotice) {
// System.out.println("Got a status deletion notice id:" +
// statusDeletionNotice.getStatusId());
}
public void onTrackLimitationNotice(int numberOfLimitedStatuses) {
// System.out.println("Got track limitation notice:" + numberOfLimitedStatuses);
}
public void onScrubGeo(long userId, long upToStatusId) {
// System.out.println("Got scrub_geo event userId:" + userId + " upToStatusId:" +
// upToStatusId);
}
public void onException(Exception ex) {
ex.printStackTrace();
}
};
twitterStream.addListener(listener);
twitterStream.sample();
}
public static void main(String args[]) {
FilterQuery tweetFilterQuery = new FilterQuery();
String a[] = {"en"};
tweetFilterQuery.language(a);
ConfigurationBuilder _configurationBuilder = new ConfigurationBuilder();
_configurationBuilder
.setOAuthConsumerKey(consumerKey)
.setOAuthConsumerSecret(consumerSecret)
.setOAuthAccessToken(accessToken)
.setOAuthAccessTokenSecret(accessTokenSecret)
.setJSONStoreEnabled(true);
twitterStream = new TwitterStreamFactory(_configurationBuilder.build()).getInstance();
StatusListener listener =
new StatusListener() {
@Override
public void onException(Exception arg0) {
System.out.println("Error occured: " + arg0.getMessage());
arg0.printStackTrace();
}
@Override
public void onTrackLimitationNotice(int arg0) {
System.out.println("Track limitation notice for " + arg0);
}
@Override
public void onStatus(Status status) {
// if(status.getLang().equals("en"))
// System.out.println(status.getText().replaceAll("[\n\r]", ""));
String filename = totalCount / 100 + ".txt";
File f = new File(filename);
PrintWriter out = null;
if (f.exists() && !f.isDirectory()) {
// System.out.println("@" + status.getUser().getScreenName() + " - " +
// status.getText() + " -> "+ status.getCreatedAt());
// String mapstring = status.getUser().getScreenName() + " - " + status.getText() + "
// -> "+ status.getCreatedAt() +"\n";
String mapstring = status.getText().replace("\n", " ") + "\n";
try {
out = new PrintWriter(new FileOutputStream(new File(filename), true));
} catch (FileNotFoundException e) {
e.printStackTrace();
}
out.append(mapstring);
out.close();
} else {
try {
out = new PrintWriter(filename);
} catch (FileNotFoundException e) {
e.printStackTrace();
}
String mapstring = status.getText().replace("\n", " ") + "\n";
out.println(mapstring);
out.close();
}
totalCount++;
}
@Override
public void onStallWarning(StallWarning arg0) {
// TODO Auto-generated method stub
}
@Override
public void onScrubGeo(long arg0, long arg1) {
// TODO Auto-generated method stub
}
@Override
public void onDeletionNotice(StatusDeletionNotice arg0) {
// TODO Auto-generated method stub
}
};
twitterStream.addListener(listener);
twitterStream.sample();
}
public static void main(String[] args)
throws IOException, TwitterException, FileNotFoundException {
ConfigurationBuilder cb = new ConfigurationBuilder();
cb.setDebugEnabled(true)
.setOAuthConsumerKey("vGsMAca82HjVYYm7wQlN5Q")
.setOAuthConsumerSecret("6mpRAAlMI6sIWruQNpomBzN1kIfodHexYBrKWPKmsuM")
.setOAuthAccessToken("776768857-hCnK0Eu3orKK6qP98W7LyTF29QXadxydL21gIuon")
.setOAuthAccessTokenSecret("V3VAJgO2x1zWO2JMHsRRrWLzYOeXxmlittF1pBBNWA4");
TwitterStream twitterStream = new TwitterStreamFactory(cb.build()).getInstance();
System.out.println("time " + System.currentTimeMillis());
StatusListener listener =
new StatusListener() {
int counter = 0;
FileWriter fstream = new FileWriter("/Users/jacobportnoff/Desktop/week7SunJ.txt");
BufferedWriter out = new BufferedWriter(fstream);
long start = System.currentTimeMillis();
double elapsedTimeSec = 0.0;
public void onStatus(Status status) {
HashtagEntity[] hashtags = status.getHashtagEntities();
String hashes = "";
if (hashtags.length == 0) {
hashes = "null";
} else {
for (HashtagEntity hash : hashtags) {
hashes = hashes + hash.getText() + " ";
}
}
String tweet =
status.getCreatedAt()
+ "\t"
+ status.getUser().getScreenName()
+ "\t"
+ status.getText()
+ "\t"
+ status.getGeoLocation()
+ "\t"
+ hashes
+ "\n";
// System.out.print(tweet);
try {
out.write(tweet);
} catch (Exception e) { // Catch exception if any
System.err.println("Error: " + e.getMessage());
}
}
public void onDeletionNotice(StatusDeletionNotice statusDeletionNotice) {}
public void onTrackLimitationNotice(int numberOfLimitedStatuses) {}
public void onScrubGeo(long userId, long upToStatusId) {}
public void onException(Exception ex) {
ex.printStackTrace();
}
};
twitterStream.addListener(listener);
twitterStream.sample();
}
private void start(final Context context) throws IOException {
// Producer properties
Properties props = new Properties();
props.put("metadata.broker.list", context.getString(TwitterSourceConstant.BROKER_LIST));
props.put("serializer.class", context.getString(TwitterSourceConstant.SERIALIZER));
props.put("partitioner.class", context.getString(TwitterSourceConstant.PARTITIONER));
props.put("request.required.acks", context.getString(TwitterSourceConstant.REQUIRED_ACKS));
ProducerConfig config = new ProducerConfig(props);
final Producer<String, String> producer = new Producer<String, String>(config);
/** Twitter properties * */
consumerKey = context.getString(TwitterSourceConstant.CONSUMER_KEY_KEY);
consumerSecret = context.getString(TwitterSourceConstant.CONSUMER_SECRET_KEY);
accessToken = context.getString(TwitterSourceConstant.ACCESS_TOKEN_KEY);
accessTokenSecret = context.getString(TwitterSourceConstant.ACCESS_TOKEN_SECRET_KEY);
ConfigurationBuilder cb = new ConfigurationBuilder();
cb.setOAuthConsumerKey(consumerKey);
cb.setOAuthConsumerSecret(consumerSecret);
cb.setOAuthAccessToken(accessToken);
cb.setOAuthAccessTokenSecret(accessTokenSecret);
cb.setJSONStoreEnabled(true);
cb.setIncludeEntitiesEnabled(true);
cb.setHttpProxyHost("proxy.tcs.com");
cb.setHttpProxyPort(8080);
cb.setHttpProxyUser("876216");
cb.setHttpProxyPassword("Apple@123");
twitterStream = new TwitterStreamFactory(cb.build()).getInstance();
final Map<String, String> headers = new HashMap<String, String>();
/** Twitter listener * */
StatusListener listener =
new StatusListener() {
// The onStatus method is executed every time a new tweet comes
// in.
public void onStatus(Status status) {
// The EventBuilder is used to build an event using the
// the raw JSON of a tweet
System.out.println("Listening :");
KeyedMessage<String, String> data =
new KeyedMessage<String, String>(
"testing1", TwitterObjectFactory.getRawJSON(status));
producer.send(data);
System.out.println(data);
}
public void onDeletionNotice(StatusDeletionNotice statusDeletionNotice) {}
public void onTrackLimitationNotice(int numberOfLimitedStatuses) {}
public void onScrubGeo(long userId, long upToStatusId) {}
public void onException(Exception ex) {
logger.info("ShutDown");
twitterStream.shutdown();
}
public void onStallWarning(StallWarning warning) {}
};
twitterStream.addListener(listener);
/** GOGOGO * */
twitterStream.sample();
FilterQuery query =
new FilterQuery()
.track(
Tweety.hashtags[0],
Tweety.hashtags[1],
Tweety.hashtags[2],
Tweety.hashtags[3],
Tweety.hashtags[4]);
twitterStream.filter(query);
/** Bind the listener * */
}
/**
* Start processing events. This uses the Twitter Streaming API to sample Twitter, and process
* tweets.
*/
@Override
public void start() {
// The channel is the piece of Flume that sits between the Source and Sink,
// and is used to process events.
final ChannelProcessor channel = getChannelProcessor();
final Map<String, String> headers = new HashMap<String, String>();
// The StatusListener is a twitter4j API, which can be added to a Twitter
// stream, and will execute methods every time a message comes in through
// the stream.
StatusListener listener =
new StatusListener() {
// The onStatus method is executed every time a new tweet comes in.
public void onStatus(Status status) {
// The EventBuilder is used to build an event using the headers and
// the raw JSON of a tweet
logger.debug(status.getUser().getScreenName() + ": " + status.getText());
headers.put("timestamp", String.valueOf(status.getCreatedAt().getTime()));
Event event =
EventBuilder.withBody(DataObjectFactory.getRawJSON(status).getBytes(), headers);
channel.processEvent(event);
}
// This listener will ignore everything except for new tweets
public void onDeletionNotice(StatusDeletionNotice statusDeletionNotice) {}
public void onTrackLimitationNotice(int numberOfLimitedStatuses) {}
public void onScrubGeo(long userId, long upToStatusId) {}
public void onException(Exception ex) {
logger.error("Stream Error ", ex);
}
public void onStallWarning(StallWarning warning) {
int percentFull = warning.getPercentFull();
logger.warn("Stall Warning Received ", warning);
if (percentFull > 95) {
logger.warn("Stallwarning Stream full more han 95 %. Going to wait for 2 minutes");
try {
Thread.sleep(2 * 60 * 000);
} catch (InterruptedException e) {
e.printStackTrace();
}
}
}
};
logger.debug(
"Setting up Twitter sample stream using consumer key {} and" + " access token {}",
new String[] {consumerKey, accessToken});
// Set up the stream's listener (defined above),
twitterStream.addListener(listener);
// Set up a filter to pull out industry-relevant tweets
if (keywords.length == 0) {
logger.debug("Starting up Twitter sampling...");
twitterStream.sample();
} else {
logger.debug("Starting up Twitter filtering...");
FilterQuery query = new FilterQuery().track(keywords);
twitterStream.filter(query);
}
super.start();
}
