Merge remote-tracking branch 'mrpotes/master'

This commit is contained in:
Matei Zaharia 2013-06-29 14:36:09 -07:00
Родитель 50ca17635a 176193b1e8
Коммит 1667158544
6 изменённых файлов: 97 добавлений и 50 удалений

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@ -26,8 +26,8 @@ import spark.SparkContext._
*/
object TwitterAlgebirdCMS {
def main(args: Array[String]) {
if (args.length < 3) {
System.err.println("Usage: TwitterAlgebirdCMS <master> <twitter_username> <twitter_password>" +
if (args.length < 1) {
System.err.println("Usage: TwitterAlgebirdCMS <master>" +
" [filter1] [filter2] ... [filter n]")
System.exit(1)
}
@ -40,12 +40,11 @@ object TwitterAlgebirdCMS {
// K highest frequency elements to take
val TOPK = 10
val Array(master, username, password) = args.slice(0, 3)
val filters = args.slice(3, args.length)
val (master, filters) = (args.head, args.tail)
val ssc = new StreamingContext(master, "TwitterAlgebirdCMS", Seconds(10),
System.getenv("SPARK_HOME"), Seq(System.getenv("SPARK_EXAMPLES_JAR")))
val stream = ssc.twitterStream(username, password, filters, StorageLevel.MEMORY_ONLY_SER)
val stream = ssc.twitterStream(None, filters, StorageLevel.MEMORY_ONLY_SER)
val users = stream.map(status => status.getUser.getId)

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@ -21,20 +21,19 @@ import spark.streaming.dstream.TwitterInputDStream
*/
object TwitterAlgebirdHLL {
def main(args: Array[String]) {
if (args.length < 3) {
System.err.println("Usage: TwitterAlgebirdHLL <master> <twitter_username> <twitter_password>" +
if (args.length < 1) {
System.err.println("Usage: TwitterAlgebirdHLL <master>" +
" [filter1] [filter2] ... [filter n]")
System.exit(1)
}
/** Bit size parameter for HyperLogLog, trades off accuracy vs size */
val BIT_SIZE = 12
val Array(master, username, password) = args.slice(0, 3)
val filters = args.slice(3, args.length)
val (master, filters) = (args.head, args.tail)
val ssc = new StreamingContext(master, "TwitterAlgebirdHLL", Seconds(5),
System.getenv("SPARK_HOME"), Seq(System.getenv("SPARK_EXAMPLES_JAR")))
val stream = ssc.twitterStream(username, password, filters, StorageLevel.MEMORY_ONLY_SER)
val stream = ssc.twitterStream(None, filters, StorageLevel.MEMORY_ONLY_SER)
val users = stream.map(status => status.getUser.getId)

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@ -12,18 +12,17 @@ import spark.SparkContext._
*/
object TwitterPopularTags {
def main(args: Array[String]) {
if (args.length < 3) {
System.err.println("Usage: TwitterPopularTags <master> <twitter_username> <twitter_password>" +
if (args.length < 1) {
System.err.println("Usage: TwitterPopularTags <master>" +
" [filter1] [filter2] ... [filter n]")
System.exit(1)
}
val Array(master, username, password) = args.slice(0, 3)
val filters = args.slice(3, args.length)
val (master, filters) = (args.head, args.tail)
val ssc = new StreamingContext(master, "TwitterPopularTags", Seconds(2),
System.getenv("SPARK_HOME"), Seq(System.getenv("SPARK_EXAMPLES_JAR")))
val stream = ssc.twitterStream(username, password, filters)
val stream = ssc.twitterStream(None, filters)
val hashTags = stream.flatMap(status => status.getText.split(" ").filter(_.startsWith("#")))

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@ -27,6 +27,7 @@ import org.apache.hadoop.mapreduce.{InputFormat => NewInputFormat}
import org.apache.hadoop.mapreduce.lib.input.TextInputFormat
import org.apache.hadoop.fs.Path
import twitter4j.Status
import twitter4j.auth.Authorization
/**
@ -380,18 +381,16 @@ class StreamingContext private (
/**
* Create a input stream that returns tweets received from Twitter.
* @param username Twitter username
* @param password Twitter password
* @param twitterAuth Twitter4J authentication
* @param filters Set of filter strings to get only those tweets that match them
* @param storageLevel Storage level to use for storing the received objects
*/
def twitterStream(
username: String,
password: String,
twitterAuth: Option[Authorization] = None,
filters: Seq[String] = Nil,
storageLevel: StorageLevel = StorageLevel.MEMORY_AND_DISK_SER_2
): DStream[Status] = {
val inputStream = new TwitterInputDStream(this, username, password, filters, storageLevel)
val inputStream = new TwitterInputDStream(this, twitterAuth, filters, storageLevel)
registerInputStream(inputStream)
inputStream
}

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@ -4,23 +4,18 @@ import spark.streaming._
import receivers.{ActorReceiver, ReceiverSupervisorStrategy}
import spark.streaming.dstream._
import spark.storage.StorageLevel
import spark.api.java.function.{Function => JFunction, Function2 => JFunction2}
import spark.api.java.{JavaSparkContext, JavaRDD}
import org.apache.hadoop.mapreduce.{InputFormat => NewInputFormat}
import twitter4j.Status
import akka.actor.Props
import akka.actor.SupervisorStrategy
import akka.zeromq.Subscribe
import scala.collection.JavaConversions._
import java.lang.{Long => JLong, Integer => JInt}
import java.io.InputStream
import java.util.{Map => JMap}
import twitter4j.auth.Authorization
/**
* A StreamingContext is the main entry point for Spark Streaming functionality. Besides the basic
@ -312,46 +307,78 @@ class JavaStreamingContext(val ssc: StreamingContext) {
/**
* Create a input stream that returns tweets received from Twitter.
* @param username Twitter username
* @param password Twitter password
* @param twitterAuth Twitter4J Authorization
* @param filters Set of filter strings to get only those tweets that match them
* @param storageLevel Storage level to use for storing the received objects
*/
def twitterStream(
username: String,
password: String,
twitterAuth: Authorization,
filters: Array[String],
storageLevel: StorageLevel
): JavaDStream[Status] = {
ssc.twitterStream(username, password, filters, storageLevel)
ssc.twitterStream(Some(twitterAuth), filters, storageLevel)
}
/**
* Create a input stream that returns tweets received from Twitter using
* java.util.Preferences to store OAuth token. OAuth key and secret should
* be provided using system properties twitter4j.oauth.consumerKey and
* twitter4j.oauth.consumerSecret
* @param filters Set of filter strings to get only those tweets that match them
* @param storageLevel Storage level to use for storing the received objects
*/
def twitterStream(
filters: Array[String],
storageLevel: StorageLevel
): JavaDStream[Status] = {
ssc.twitterStream(None, filters, storageLevel)
}
/**
* Create a input stream that returns tweets received from Twitter.
* @param username Twitter username
* @param password Twitter password
* @param twitterAuth Twitter4J Authorization
* @param filters Set of filter strings to get only those tweets that match them
*/
def twitterStream(
username: String,
password: String,
twitterAuth: Authorization,
filters: Array[String]
): JavaDStream[Status] = {
ssc.twitterStream(username, password, filters)
ssc.twitterStream(Some(twitterAuth), filters)
}
/**
* Create a input stream that returns tweets received from Twitter using
* java.util.Preferences to store OAuth token. OAuth key and secret should
* be provided using system properties twitter4j.oauth.consumerKey and
* twitter4j.oauth.consumerSecret
* @param filters Set of filter strings to get only those tweets that match them
*/
def twitterStream(
filters: Array[String]
): JavaDStream[Status] = {
ssc.twitterStream(None, filters)
}
/**
* Create a input stream that returns tweets received from Twitter.
* @param username Twitter username
* @param password Twitter password
* @param twitterAuth Twitter4J Authorization
*/
def twitterStream(
username: String,
password: String
twitterAuth: Authorization
): JavaDStream[Status] = {
ssc.twitterStream(username, password)
ssc.twitterStream(Some(twitterAuth))
}
/**
* Create a input stream that returns tweets received from Twitter using
* java.util.Preferences to store OAuth token. OAuth key and secret should
* be provided using system properties twitter4j.oauth.consumerKey and
* twitter4j.oauth.consumerSecret
*/
def twitterStream(): JavaDStream[Status] = {
ssc.twitterStream()
}
/**
* Create an input stream with any arbitrary user implemented actor receiver.
* @param props Props object defining creation of the actor

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@ -3,34 +3,59 @@ package spark.streaming.dstream
import spark._
import spark.streaming._
import storage.StorageLevel
import twitter4j._
import twitter4j.auth.BasicAuthorization
import twitter4j.auth.Authorization
import java.util.prefs.Preferences
import twitter4j.conf.PropertyConfiguration
import twitter4j.auth.OAuthAuthorization
import twitter4j.auth.AccessToken
/* A stream of Twitter statuses, potentially filtered by one or more keywords.
*
* @constructor create a new Twitter stream using the supplied username and password to authenticate.
* An optional set of string filters can be used to restrict the set of tweets. The Twitter API is
* such that this may return a sampled subset of all tweets during each interval.
*
* Includes a simple implementation of OAuth using consumer key and secret provided using system
* properties twitter4j.oauth.consumerKey and twitter4j.oauth.consumerSecret
*/
private[streaming]
class TwitterInputDStream(
@transient ssc_ : StreamingContext,
username: String,
password: String,
twitterAuth: Option[Authorization],
filters: Seq[String],
storageLevel: StorageLevel
) extends NetworkInputDStream[Status](ssc_) {
lazy val createOAuthAuthorization: Authorization = {
val userRoot = Preferences.userRoot();
val token = Option(userRoot.get(PropertyConfiguration.OAUTH_ACCESS_TOKEN, null))
val tokenSecret = Option(userRoot.get(PropertyConfiguration.OAUTH_ACCESS_TOKEN_SECRET, null))
val oAuth = new OAuthAuthorization(new PropertyConfiguration(System.getProperties()))
if (token.isEmpty || tokenSecret.isEmpty) {
val requestToken = oAuth.getOAuthRequestToken()
println("Authorize application using URL: "+requestToken.getAuthorizationURL())
println("Enter PIN: ")
val pin = Console.readLine
val accessToken = if (pin.length() > 0) oAuth.getOAuthAccessToken(requestToken, pin) else oAuth.getOAuthAccessToken()
userRoot.put(PropertyConfiguration.OAUTH_ACCESS_TOKEN, accessToken.getToken())
userRoot.put(PropertyConfiguration.OAUTH_ACCESS_TOKEN_SECRET, accessToken.getTokenSecret())
userRoot.flush()
} else {
oAuth.setOAuthAccessToken(new AccessToken(token.get, tokenSecret.get));
}
oAuth
}
override def getReceiver(): NetworkReceiver[Status] = {
new TwitterReceiver(username, password, filters, storageLevel)
new TwitterReceiver(if (twitterAuth.isEmpty) createOAuthAuthorization else twitterAuth.get, filters, storageLevel)
}
}
private[streaming]
class TwitterReceiver(
username: String,
password: String,
twitterAuth: Authorization,
filters: Seq[String],
storageLevel: StorageLevel
) extends NetworkReceiver[Status] {
@ -40,8 +65,7 @@ class TwitterReceiver(
protected override def onStart() {
blockGenerator.start()
twitterStream = new TwitterStreamFactory()
.getInstance(new BasicAuthorization(username, password))
twitterStream = new TwitterStreamFactory().getInstance(twitterAuth)
twitterStream.addListener(new StatusListener {
def onStatus(status: Status) = {
blockGenerator += status