From d738f8c4e9f655807f7030e6a36df2f3f45c483d Mon Sep 17 00:00:00 2001 From: Richard Gu Date: Fri, 19 Jul 2013 16:24:54 -0400 Subject: [PATCH 1/6] Twitter feed analysis --- pom.xml | 27 +++++ .../storm/vmc/spouts/TwitterStreamSpout.java | 112 ++++++++++++++++++ .../vmc/topologies/TwitterFeedTopology.java | 37 ++++++ 3 files changed, 176 insertions(+) create mode 100644 src/main/java/org/hackreduce/storm/vmc/spouts/TwitterStreamSpout.java create mode 100644 src/main/java/org/hackreduce/storm/vmc/topologies/TwitterFeedTopology.java diff --git a/pom.xml b/pom.xml index 28cffa2..1fcbbb9 100644 --- a/pom.xml +++ b/pom.xml @@ -43,6 +43,33 @@ opencsv 2.3 + + + com.twitter + hbc-twitter4j-v3 + 1.4.1-SNAPSHOT + + + org.slf4j + slf4j-simple + 1.7.2 + + + oauth.signpost + signpost-core + 1.2.1.2 + + + oauth.signpost + signpost-commonshttp4 + 1.2.1.2 + + + com.github.pmerienne + trident-ml + 0.0.2 + + diff --git a/src/main/java/org/hackreduce/storm/vmc/spouts/TwitterStreamSpout.java b/src/main/java/org/hackreduce/storm/vmc/spouts/TwitterStreamSpout.java new file mode 100644 index 0000000..e5d3e62 --- /dev/null +++ b/src/main/java/org/hackreduce/storm/vmc/spouts/TwitterStreamSpout.java @@ -0,0 +1,112 @@ +package org.hackreduce.storm.vmc.spouts; + +import backtype.storm.spout.SpoutOutputCollector; +import backtype.storm.task.TopologyContext; +import backtype.storm.topology.OutputFieldsDeclarer; +import backtype.storm.tuple.Fields; +import backtype.storm.tuple.Values; + +import java.io.BufferedReader; +import java.io.InputStreamReader; +import java.util.LinkedList; +import java.util.Map; +import java.util.Queue; + + +import oauth.signpost.OAuthConsumer; +import oauth.signpost.commonshttp.CommonsHttpOAuthConsumer; +import org.apache.http.HttpResponse; +import org.apache.http.client.methods.HttpGet; +import org.apache.http.impl.client.DefaultHttpClient; + +/** + * Created with IntelliJ IDEA. + * User: Richard Gu + * Date: 7/19/13 + * Time: 2:05 PM + */ + + +public class TwitterStreamSpout extends BaseSpout { + + private static final String consumerKey = "bW7WjFbtGBmTri2NmzQ"; + private static final String consumerSecret = "N1bz4Sncho5X8Fipa85GBFveKecrxRINQh3iFqWaEg"; + + private static final String accessToken = "15270429-EyvSABg3Pv3ooNZORAQmafZuMo0myLMTM6viWoSVj"; + private static final String accessSecret = "V9DJBuU3S1S04Ne9sJPFEKzQRwKWXGuuc5OAk3RQZk"; + + private static final String feedUrl = "https://stream.twitter.com/1.1/statuses/sample.json"; + + + private OAuthConsumer consumer; + + @Override + public void open(Map conf, TopologyContext context, SpoutOutputCollector collector) { + super.open(conf, context, collector); + this.setup(); + } + + @Override + public void close() { + super.close(); + } + + private void setup() { + consumer = new CommonsHttpOAuthConsumer(consumerKey, consumerSecret); + consumer.setTokenWithSecret(accessToken, accessSecret); + } + + + @Override + public void nextTuple() { + + try { + + HttpGet request = new HttpGet(feedUrl); + consumer.sign(request); + + DefaultHttpClient client = new DefaultHttpClient(); + HttpResponse response = client.execute(request); + BufferedReader reader = new BufferedReader( + new InputStreamReader(response.getEntity().getContent())); + + while (true) { + String line = reader.readLine(); + if (line == null) + break; + else { + this.collector.emit(new Values(line), line); + } + } + + } catch (Exception ex) { + ex.printStackTrace(); + } + + System.out.println("Sleeping before reconnect..."); + + try { + Thread.sleep(15000); + } catch (Exception e) { + } + + + } + + @Override + public void ack(Object obj) { + super.ack(obj); + } + + @Override + public void fail(Object obj) { + super.fail(obj); + } + + @Override + public void declareOutputFields(OutputFieldsDeclarer declarer) { + declarer.declare(new Fields("line")); + } + + +} diff --git a/src/main/java/org/hackreduce/storm/vmc/topologies/TwitterFeedTopology.java b/src/main/java/org/hackreduce/storm/vmc/topologies/TwitterFeedTopology.java new file mode 100644 index 0000000..9fd07bc --- /dev/null +++ b/src/main/java/org/hackreduce/storm/vmc/topologies/TwitterFeedTopology.java @@ -0,0 +1,37 @@ +package org.hackreduce.storm.vmc.topologies; + +import backtype.storm.Config; +import backtype.storm.LocalCluster; +import backtype.storm.topology.TopologyBuilder; +import org.hackreduce.storm.vmc.bolts.TwitterContentFilter; +import org.hackreduce.storm.vmc.spouts.TwitterStreamSpout; + + +/** + * Created with IntelliJ IDEA. + * User: Richard Gu + * Date: 7/19/13 + * Time: 2:04 PM + */ + +public class TwitterFeedTopology { + + public static void main(String[] args) throws InterruptedException { + + TopologyBuilder tb = new TopologyBuilder(); + tb.setSpout("twitterSpout", new TwitterStreamSpout(), 2).setNumTasks(3); + //route all input to one bolt so they can be counted + tb.setBolt("twitterFilterBolt", new TwitterContentFilter(), 1).globalGrouping("twitterSpout"); + + Config cfg = new Config(); + cfg.setDebug(false); + + LocalCluster lc = new LocalCluster(); + lc.submitTopology("Twitter Topology", cfg, tb.createTopology()); + Thread.sleep(60000); + lc.shutdown(); + + } + + +} From 03afcc58f1864bccfa92bc75abd2d274fb9e0c75 Mon Sep 17 00:00:00 2001 From: Richard Gu Date: Fri, 19 Jul 2013 16:25:21 -0400 Subject: [PATCH 2/6] Twitter feed analysis --- .../storm/vmc/bolts/TwitterContentFilter.java | 53 +++++++++++++++++++ .../vmc/bolts/TwitterSentimentAnalyzer.java | 23 ++++++++ 2 files changed, 76 insertions(+) create mode 100644 src/main/java/org/hackreduce/storm/vmc/bolts/TwitterContentFilter.java create mode 100644 src/main/java/org/hackreduce/storm/vmc/bolts/TwitterSentimentAnalyzer.java diff --git a/src/main/java/org/hackreduce/storm/vmc/bolts/TwitterContentFilter.java b/src/main/java/org/hackreduce/storm/vmc/bolts/TwitterContentFilter.java new file mode 100644 index 0000000..32be9bb --- /dev/null +++ b/src/main/java/org/hackreduce/storm/vmc/bolts/TwitterContentFilter.java @@ -0,0 +1,53 @@ +package org.hackreduce.storm.vmc.bolts; + +import backtype.storm.task.OutputCollector; +import backtype.storm.task.TopologyContext; +import backtype.storm.topology.IRichBolt; +import backtype.storm.topology.OutputFieldsDeclarer; +import backtype.storm.tuple.Fields; +import backtype.storm.tuple.Tuple; +import org.hackreduce.storm.vmc.common.BaseComponent; + + +import java.util.Map; + +/** + * Created with IntelliJ IDEA. + * User: Richard Gu + * Date: 7/19/13 + * Time: 2:26 PM + */ +public class TwitterContentFilter extends BaseComponent implements IRichBolt { + + private OutputCollector collector; + + private TwitterSentimentAnalyzer classifier; + + @Override + public void prepare(Map conf, TopologyContext context, OutputCollector collector) { + this.collector = collector; + this.conf = conf; + this.classifier = new TwitterSentimentAnalyzer(); + } + + @Override + public void execute(Tuple input) { + + String line = input.getValueByField("line").toString(); + boolean happy = classifier.classify(line); + System.out.println(happy + " *** " + line); + + } + + @Override + public void cleanup() { + + } + + @Override + public void declareOutputFields(OutputFieldsDeclarer declarer) { + declarer.declare(new Fields("line", "content")); + } + + +} diff --git a/src/main/java/org/hackreduce/storm/vmc/bolts/TwitterSentimentAnalyzer.java b/src/main/java/org/hackreduce/storm/vmc/bolts/TwitterSentimentAnalyzer.java new file mode 100644 index 0000000..f870850 --- /dev/null +++ b/src/main/java/org/hackreduce/storm/vmc/bolts/TwitterSentimentAnalyzer.java @@ -0,0 +1,23 @@ +package org.hackreduce.storm.vmc.bolts; + +import com.github.pmerienne.trident.ml.nlp.TwitterSentimentClassifier; + +/** + * Created with IntelliJ IDEA. + * User: Richard Gu + * Date: 7/19/13 + * Time: 3:56 PM + */ + + +public class TwitterSentimentAnalyzer extends TwitterSentimentClassifier { + + public TwitterSentimentAnalyzer() { + super(); + } + + public Boolean classify(String text) { + return super.classify(text); + } + +} From 094b8ddf279098e4c179b7211e3bc351fa0a830f Mon Sep 17 00:00:00 2001 From: Richard Gu Date: Fri, 19 Jul 2013 16:26:32 -0400 Subject: [PATCH 3/6] Twitter feed analysis --- src/main/resources/twitter-sentiment-classifier-classifier.json | 1 + src/main/resources/twitter-sentiment-classifier-extractor.json | 1 + 2 files changed, 2 insertions(+) create mode 100644 src/main/resources/twitter-sentiment-classifier-classifier.json create mode 100644 src/main/resources/twitter-sentiment-classifier-extractor.json diff --git a/src/main/resources/twitter-sentiment-classifier-classifier.json b/src/main/resources/twitter-sentiment-classifier-classifier.json new file mode 100644 index 0000000..60a32f6 --- /dev/null +++ b/src/main/resources/twitter-sentiment-classifier-classifier.json @@ -0,0 +1 @@ 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-0400 Subject: [PATCH 4/6] Testing a push --- .classpath | 82 +++++++++++++++++++ .project | 23 ++++++ .settings/org.eclipse.core.resources.prefs | 4 + .settings/org.eclipse.jdt.core.prefs | 5 ++ .settings/org.eclipse.m2e.core.prefs | 4 + .../java/org/hackreduce/storm/CsvSpout.java | 1 + 6 files changed, 119 insertions(+) create mode 100644 .classpath create mode 100644 .project create mode 100644 .settings/org.eclipse.core.resources.prefs create mode 100644 .settings/org.eclipse.jdt.core.prefs create mode 100644 .settings/org.eclipse.m2e.core.prefs diff --git a/.classpath b/.classpath new file mode 100644 index 0000000..8d16520 --- /dev/null +++ b/.classpath @@ -0,0 +1,82 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/.project b/.project new file mode 100644 index 0000000..2c539e6 --- /dev/null +++ b/.project @@ -0,0 +1,23 @@ + + + storm-hackathon + + + + + + org.eclipse.jdt.core.javabuilder + + + + + org.eclipse.m2e.core.maven2Builder + + + + + + org.eclipse.m2e.core.maven2Nature + org.eclipse.jdt.core.javanature + + diff --git a/.settings/org.eclipse.core.resources.prefs b/.settings/org.eclipse.core.resources.prefs new file mode 100644 index 0000000..abdea9a --- /dev/null +++ b/.settings/org.eclipse.core.resources.prefs @@ -0,0 +1,4 @@ +eclipse.preferences.version=1 +encoding//src/main/java=UTF-8 +encoding//src/main/resources=UTF-8 +encoding/=UTF-8 diff --git a/.settings/org.eclipse.jdt.core.prefs b/.settings/org.eclipse.jdt.core.prefs new file mode 100644 index 0000000..60105c1 --- /dev/null +++ b/.settings/org.eclipse.jdt.core.prefs @@ -0,0 +1,5 @@ +eclipse.preferences.version=1 +org.eclipse.jdt.core.compiler.codegen.targetPlatform=1.6 +org.eclipse.jdt.core.compiler.compliance=1.6 +org.eclipse.jdt.core.compiler.problem.forbiddenReference=warning +org.eclipse.jdt.core.compiler.source=1.6 diff --git a/.settings/org.eclipse.m2e.core.prefs b/.settings/org.eclipse.m2e.core.prefs new file mode 100644 index 0000000..f897a7f --- /dev/null +++ b/.settings/org.eclipse.m2e.core.prefs @@ -0,0 +1,4 @@ +activeProfiles= +eclipse.preferences.version=1 +resolveWorkspaceProjects=true +version=1 diff --git a/src/main/java/org/hackreduce/storm/CsvSpout.java b/src/main/java/org/hackreduce/storm/CsvSpout.java index 5194154..2558ebe 100644 --- a/src/main/java/org/hackreduce/storm/CsvSpout.java +++ b/src/main/java/org/hackreduce/storm/CsvSpout.java @@ -61,6 +61,7 @@ public void nextTuple() { @Override public void ack(Object id) { + //This is a test } @Override From c9f0a34da55366b59a65b6f465dc6cd7529bac29 Mon Sep 17 00:00:00 2001 From: Richard Gu Date: Fri, 19 Jul 2013 16:51:23 -0400 Subject: [PATCH 5/6] Twitter feed analysis --- pom.xml | 10 ---------- 1 file changed, 10 deletions(-) diff --git a/pom.xml b/pom.xml index 1fcbbb9..35adf6d 100644 --- a/pom.xml +++ b/pom.xml @@ -44,16 +44,6 @@ 2.3 - - com.twitter - hbc-twitter4j-v3 - 1.4.1-SNAPSHOT - - - org.slf4j - slf4j-simple - 1.7.2 - oauth.signpost signpost-core From 65531128f48494175c08e8789601ce7b9d08ccea Mon Sep 17 00:00:00 2001 From: Richard Gu Date: Fri, 19 Jul 2013 16:54:03 -0400 Subject: [PATCH 6/6] Twitter feed analysis --- .../org/hackreduce/storm/vmc/spouts/TwitterStreamSpout.java | 2 -- 1 file changed, 2 deletions(-) diff --git a/src/main/java/org/hackreduce/storm/vmc/spouts/TwitterStreamSpout.java b/src/main/java/org/hackreduce/storm/vmc/spouts/TwitterStreamSpout.java index e5d3e62..ab1807f 100644 --- a/src/main/java/org/hackreduce/storm/vmc/spouts/TwitterStreamSpout.java +++ b/src/main/java/org/hackreduce/storm/vmc/spouts/TwitterStreamSpout.java @@ -8,9 +8,7 @@ import java.io.BufferedReader; import java.io.InputStreamReader; -import java.util.LinkedList; import java.util.Map; -import java.util.Queue; import oauth.signpost.OAuthConsumer;