Bumped version number to 0.7.1
diff --git a/bin/common.sh b/bin/common.sh
index 3ac9ca8..399b537 100644
--- a/bin/common.sh
+++ b/bin/common.sh
@@ -2,7 +2,7 @@
 
 # This script should be sourced with $BASE set to the base of the repository
 
-VERSION=0.7.1-SNAPSHOT
+VERSION=0.7.1
 
 # Play framework related
 PLAY_OPTS=
diff --git a/build.sbt b/build.sbt
index f963b48..c29826c 100644
--- a/build.sbt
+++ b/build.sbt
@@ -1,6 +1,6 @@
 name := "predictionio"
 
-version in ThisBuild := "0.7.1-SNAPSHOT"
+version in ThisBuild := "0.7.1"
 
 organization in ThisBuild := "io.prediction"
 
diff --git a/dist/bin/common.sh b/dist/bin/common.sh
index c455b92..6a71801 100644
--- a/dist/bin/common.sh
+++ b/dist/bin/common.sh
@@ -2,7 +2,7 @@
 
 # This script should be sourced with $BASE set to the base of the binary package
 
-VERSION=0.7.1-SNAPSHOT
+VERSION=0.7.1
 
 # Play framework related
 PLAY_OPTS=""
diff --git a/dist/conf/init.json b/dist/conf/init.json
index 1eb5c03..1bdaa73 100644
--- a/dist/conf/init.json
+++ b/dist/conf/init.json
@@ -1,23 +1,23 @@
 {
     "systeminfos": {
         "version": {
-            "value": "0.7.1-SNAPSHOT",
+            "value": "0.7.1",
             "description": "PredictionIO version"
         },
         "jars.pdioItemrecAlgo": {
-            "value": "predictionio-process-hadoop-scalding-assembly-0.7.1-SNAPSHOT.jar"
+            "value": "predictionio-process-hadoop-scalding-assembly-0.7.1.jar"
         },
         "jars.pdioItemsimAlgo": {
-            "value": "predictionio-process-hadoop-scalding-assembly-0.7.1-SNAPSHOT.jar"
+            "value": "predictionio-process-hadoop-scalding-assembly-0.7.1.jar"
         },
         "jars.pdioItemrecEval": {
-            "value": "predictionio-process-hadoop-scalding-assembly-0.7.1-SNAPSHOT.jar"
+            "value": "predictionio-process-hadoop-scalding-assembly-0.7.1.jar"
         },
         "jars.pdioItemsimEval": {
-            "value": "predictionio-process-hadoop-scalding-assembly-0.7.1-SNAPSHOT.jar"
+            "value": "predictionio-process-hadoop-scalding-assembly-0.7.1.jar"
         },
         "jars.pdioCommonsEval": {
-            "value": "predictionio-process-hadoop-scalding-assembly-0.7.1-SNAPSHOT.jar"
+            "value": "predictionio-process-hadoop-scalding-assembly-0.7.1.jar"
         }
     },
     "engineinfos": {
diff --git a/servers/admin/build.sbt b/servers/admin/build.sbt
index 592a0b1..26de3cc 100644
--- a/servers/admin/build.sbt
+++ b/servers/admin/build.sbt
@@ -1,6 +1,6 @@
 name := "predictionio-admin"
 
-version := "0.7.1-SNAPSHOT"
+version := "0.7.1"
 
 organization := "io.prediction"
 
diff --git a/servers/api/build.sbt b/servers/api/build.sbt
index defb704..b8d2a35 100644
--- a/servers/api/build.sbt
+++ b/servers/api/build.sbt
@@ -1,6 +1,6 @@
 name := "predictionio-api"
 
-version := "0.7.1-SNAPSHOT"
+version := "0.7.1"
 
 organization := "io.prediction"
 
diff --git a/servers/scheduler/build.sbt b/servers/scheduler/build.sbt
index 8587b7e..dfc6dad 100644
--- a/servers/scheduler/build.sbt
+++ b/servers/scheduler/build.sbt
@@ -1,6 +1,6 @@
 name := "predictionio-scheduler"
 
-version := "0.7.1-SNAPSHOT"
+version := "0.7.1"
 
 organization := "io.prediction"
 
diff --git a/servers/scheduler/conf/application.conf b/servers/scheduler/conf/application.conf
index 3779c40..fdc298e 100644
--- a/servers/scheduler/conf/application.conf
+++ b/servers/scheduler/conf/application.conf
@@ -86,28 +86,28 @@
 io.prediction.commons.settings.db.port=27017
 
 # PredictionIO Algorithms
-pdio-knnitembased.jar=${io.prediction.itemrec.base}/algorithms/hadoop/scalding/target/scala-2.10/PredictionIO-Process-ItemRec-Algorithms-Hadoop-Scalding-assembly-0.7.1-SNAPSHOT.jar
-pdio-latestrank.jar=${io.prediction.itemrec.base}/algorithms/hadoop/scalding/target/scala-2.10/PredictionIO-Process-ItemRec-Algorithms-Hadoop-Scalding-assembly-0.7.1-SNAPSHOT.jar
-pdio-randomrank.jar=${io.prediction.itemrec.base}/algorithms/hadoop/scalding/target/scala-2.10/PredictionIO-Process-ItemRec-Algorithms-Hadoop-Scalding-assembly-0.7.1-SNAPSHOT.jar
-mahout-itembased.jar=${io.prediction.itemrec.base}/algorithms/hadoop/scalding/target/scala-2.10/PredictionIO-Process-ItemRec-Algorithms-Hadoop-Scalding-assembly-0.7.1-SNAPSHOT.jar
-mahout-parallelals.jar=${io.prediction.itemrec.base}/algorithms/hadoop/scalding/target/scala-2.10/PredictionIO-Process-ItemRec-Algorithms-Hadoop-Scalding-assembly-0.7.1-SNAPSHOT.jar
-mahout-knnuserbased.jar=${io.prediction.itemrec.base}/algorithms/hadoop/scalding/target/scala-2.10/PredictionIO-Process-ItemRec-Algorithms-Hadoop-Scalding-assembly-0.7.1-SNAPSHOT.jar
-mahout-thresholduserbased.jar=${io.prediction.itemrec.base}/algorithms/hadoop/scalding/target/scala-2.10/PredictionIO-Process-ItemRec-Algorithms-Hadoop-Scalding-assembly-0.7.1-SNAPSHOT.jar
-mahout-slopeone.jar=${io.prediction.itemrec.base}/algorithms/hadoop/scalding/target/scala-2.10/PredictionIO-Process-ItemRec-Algorithms-Hadoop-Scalding-assembly-0.7.1-SNAPSHOT.jar
-mahout-alswr.jar=${io.prediction.itemrec.base}/algorithms/hadoop/scalding/target/scala-2.10/PredictionIO-Process-ItemRec-Algorithms-Hadoop-Scalding-assembly-0.7.1-SNAPSHOT.jar
-mahout-svdsgd.jar=${io.prediction.itemrec.base}/algorithms/hadoop/scalding/target/scala-2.10/PredictionIO-Process-ItemRec-Algorithms-Hadoop-Scalding-assembly-0.7.1-SNAPSHOT.jar
-mahout-svdplusplus.jar=${io.prediction.itemrec.base}/algorithms/hadoop/scalding/target/scala-2.10/PredictionIO-Process-ItemRec-Algorithms-Hadoop-Scalding-assembly-0.7.1-SNAPSHOT.jar
+pdio-knnitembased.jar=${io.prediction.itemrec.base}/algorithms/hadoop/scalding/target/scala-2.10/PredictionIO-Process-ItemRec-Algorithms-Hadoop-Scalding-assembly-0.7.1.jar
+pdio-latestrank.jar=${io.prediction.itemrec.base}/algorithms/hadoop/scalding/target/scala-2.10/PredictionIO-Process-ItemRec-Algorithms-Hadoop-Scalding-assembly-0.7.1.jar
+pdio-randomrank.jar=${io.prediction.itemrec.base}/algorithms/hadoop/scalding/target/scala-2.10/PredictionIO-Process-ItemRec-Algorithms-Hadoop-Scalding-assembly-0.7.1.jar
+mahout-itembased.jar=${io.prediction.itemrec.base}/algorithms/hadoop/scalding/target/scala-2.10/PredictionIO-Process-ItemRec-Algorithms-Hadoop-Scalding-assembly-0.7.1.jar
+mahout-parallelals.jar=${io.prediction.itemrec.base}/algorithms/hadoop/scalding/target/scala-2.10/PredictionIO-Process-ItemRec-Algorithms-Hadoop-Scalding-assembly-0.7.1.jar
+mahout-knnuserbased.jar=${io.prediction.itemrec.base}/algorithms/hadoop/scalding/target/scala-2.10/PredictionIO-Process-ItemRec-Algorithms-Hadoop-Scalding-assembly-0.7.1.jar
+mahout-thresholduserbased.jar=${io.prediction.itemrec.base}/algorithms/hadoop/scalding/target/scala-2.10/PredictionIO-Process-ItemRec-Algorithms-Hadoop-Scalding-assembly-0.7.1.jar
+mahout-slopeone.jar=${io.prediction.itemrec.base}/algorithms/hadoop/scalding/target/scala-2.10/PredictionIO-Process-ItemRec-Algorithms-Hadoop-Scalding-assembly-0.7.1.jar
+mahout-alswr.jar=${io.prediction.itemrec.base}/algorithms/hadoop/scalding/target/scala-2.10/PredictionIO-Process-ItemRec-Algorithms-Hadoop-Scalding-assembly-0.7.1.jar
+mahout-svdsgd.jar=${io.prediction.itemrec.base}/algorithms/hadoop/scalding/target/scala-2.10/PredictionIO-Process-ItemRec-Algorithms-Hadoop-Scalding-assembly-0.7.1.jar
+mahout-svdplusplus.jar=${io.prediction.itemrec.base}/algorithms/hadoop/scalding/target/scala-2.10/PredictionIO-Process-ItemRec-Algorithms-Hadoop-Scalding-assembly-0.7.1.jar
 
-pdio-itemsimcf.jar=${io.prediction.itemsim.base}/algorithms/hadoop/scalding/target/scala-2.10/PredictionIO-Process-ItemSim-Algorithms-Hadoop-Scalding-assembly-0.7.1-SNAPSHOT.jar
-pdio-itemsimlatestrank.jar=${io.prediction.itemsim.base}/algorithms/hadoop/scalding/target/scala-2.10/PredictionIO-Process-ItemSim-Algorithms-Hadoop-Scalding-assembly-0.7.1-SNAPSHOT.jar
-pdio-itemsimrandomrank.jar=${io.prediction.itemsim.base}/algorithms/hadoop/scalding/target/scala-2.10/PredictionIO-Process-ItemSim-Algorithms-Hadoop-Scalding-assembly-0.7.1-SNAPSHOT.jar
-mahout-itemsimcf.jar=${io.prediction.itemsim.base}/algorithms/hadoop/scalding/target/scala-2.10/PredictionIO-Process-ItemSim-Algorithms-Hadoop-Scalding-assembly-0.7.1-SNAPSHOT.jar
+pdio-itemsimcf.jar=${io.prediction.itemsim.base}/algorithms/hadoop/scalding/target/scala-2.10/PredictionIO-Process-ItemSim-Algorithms-Hadoop-Scalding-assembly-0.7.1.jar
+pdio-itemsimlatestrank.jar=${io.prediction.itemsim.base}/algorithms/hadoop/scalding/target/scala-2.10/PredictionIO-Process-ItemSim-Algorithms-Hadoop-Scalding-assembly-0.7.1.jar
+pdio-itemsimrandomrank.jar=${io.prediction.itemsim.base}/algorithms/hadoop/scalding/target/scala-2.10/PredictionIO-Process-ItemSim-Algorithms-Hadoop-Scalding-assembly-0.7.1.jar
+mahout-itemsimcf.jar=${io.prediction.itemsim.base}/algorithms/hadoop/scalding/target/scala-2.10/PredictionIO-Process-ItemSim-Algorithms-Hadoop-Scalding-assembly-0.7.1.jar
 
 # PredictionIO generic scalding job
-io.prediction.algorithms.scalding.itemrec.generic.jar=${io.prediction.itemrec.base}/algorithms/hadoop/scalding/target/scala-2.10/PredictionIO-Process-ItemRec-Algorithms-Hadoop-Scalding-assembly-0.7.1-SNAPSHOT.jar
+io.prediction.algorithms.scalding.itemrec.generic.jar=${io.prediction.itemrec.base}/algorithms/hadoop/scalding/target/scala-2.10/PredictionIO-Process-ItemRec-Algorithms-Hadoop-Scalding-assembly-0.7.1.jar
 
 # Itemrec Scala Mahout Algorithms
-io.prediction.algorithms.mahout.itemrec.jar=${io.prediction.itemrec.base}/algorithms/scala/mahout/target/scala-2.10/PredictionIO-Process-ItemRec-Algorithms-Scala-Mahout-assembly-0.7.1-SNAPSHOT.jar
+io.prediction.algorithms.mahout.itemrec.jar=${io.prediction.itemrec.base}/algorithms/scala/mahout/target/scala-2.10/PredictionIO-Process-ItemRec-Algorithms-Scala-Mahout-assembly-0.7.1.jar
 
 # Mahout core job
 io.prediction.algorithms.mahout-core-job.jar=${io.prediction.base}/vendors/mahout-distribution-0.8/mahout-core-0.8-job.jar
diff --git a/tools/softwaremanager/src/main/scala/io/prediction/tools/softwaremanager/Backup.scala b/tools/softwaremanager/src/main/scala/io/prediction/tools/softwaremanager/Backup.scala
index 0548e43..a2abfc4 100644
--- a/tools/softwaremanager/src/main/scala/io/prediction/tools/softwaremanager/Backup.scala
+++ b/tools/softwaremanager/src/main/scala/io/prediction/tools/softwaremanager/Backup.scala
@@ -27,7 +27,7 @@
 
   def main(args: Array[String]) {
     val parser = new scopt.OptionParser[BackupConfig]("backup") {
-      head("PredictionIO Backup Utility", "0.7.1-SNAPSHOT")
+      head("PredictionIO Backup Utility", "0.7.1")
       help("help") text ("prints this usage text")
       arg[String]("<backup directory>") action { (x, c) =>
         c.copy(backupDir = x)
diff --git a/tools/softwaremanager/src/main/scala/io/prediction/tools/softwaremanager/Restore.scala b/tools/softwaremanager/src/main/scala/io/prediction/tools/softwaremanager/Restore.scala
index 941a811..7d16555 100644
--- a/tools/softwaremanager/src/main/scala/io/prediction/tools/softwaremanager/Restore.scala
+++ b/tools/softwaremanager/src/main/scala/io/prediction/tools/softwaremanager/Restore.scala
@@ -27,7 +27,7 @@
 
   def main(args: Array[String]) {
     val parser = new scopt.OptionParser[RestoreConfig]("restore") {
-      head("PredictionIO Restore Utility", "0.7.1-SNAPSHOT")
+      head("PredictionIO Restore Utility", "0.7.1")
       help("help") text ("prints this usage text")
       opt[Unit]("upgrade") action { (_, c) =>
         c.copy(upgrade = true)
diff --git a/tools/softwaremanager/src/main/scala/io/prediction/tools/softwaremanager/UpdateCheck.scala b/tools/softwaremanager/src/main/scala/io/prediction/tools/softwaremanager/UpdateCheck.scala
index 5b17c60..5317d2f 100644
--- a/tools/softwaremanager/src/main/scala/io/prediction/tools/softwaremanager/UpdateCheck.scala
+++ b/tools/softwaremanager/src/main/scala/io/prediction/tools/softwaremanager/UpdateCheck.scala
@@ -16,7 +16,7 @@
 
   def main(args: Array[String]) {
     val parser = new scopt.OptionParser[UpdateCheckConfig]("updatecheck") {
-      head("PredictionIO Update Checker", "0.7.1-SNAPSHOT")
+      head("PredictionIO Update Checker", "0.7.1")
       help("help") text ("prints this usage text")
       opt[String]("localVersion") action { (x, c) =>
         c.copy(localVersion = x)
diff --git a/tools/softwaremanager/src/main/scala/io/prediction/tools/softwaremanager/Upgrade.scala b/tools/softwaremanager/src/main/scala/io/prediction/tools/softwaremanager/Upgrade.scala
index 162b365..9484bd0 100644
--- a/tools/softwaremanager/src/main/scala/io/prediction/tools/softwaremanager/Upgrade.scala
+++ b/tools/softwaremanager/src/main/scala/io/prediction/tools/softwaremanager/Upgrade.scala
@@ -17,7 +17,7 @@
 /** Upgrades previous version to current version. */
 object Upgrade {
   def main(args: Array[String]) {
-    val thisVersion = "0.7.1-SNAPSHOT"
+    val thisVersion = "0.7.1"
     val parser = new scopt.OptionParser[UpgradeConfig]("upgrade") {
       head("PredictionIO Software Upgrade Utility", thisVersion)
       help("help") text ("prints this usage text")