diff --git a/.gitignore b/.gitignore
index 52ebc5d2..d18a4343 100644
--- a/.gitignore
+++ b/.gitignore
@@ -32,3 +32,7 @@ src_managed/
 project/boot/
 project/plugins/project/
 build/*.jar
+
+.DS_Store
+
+scalastyle-output.xml
diff --git a/.travis.yml b/.travis.yml
index d748c887..ccfd143f 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -3,7 +3,7 @@ language: scala
 scala:
     - 2.10.4
 before_install:
-    - git clone https://github.com/antirez/redis.git redis_for_spark-redis_test || true
+    - git clone --branch 3.0.0 https://github.com/antirez/redis.git redis_for_spark-redis_test || true
 install:
     - make -C redis_for_spark-redis_test -j4
 script: make test
diff --git a/pom.xml b/pom.xml
index da2d0c05..6c8a8550 100644
--- a/pom.xml
+++ b/pom.xml
@@ -3,7 +3,7 @@
 	<modelVersion>4.0.0</modelVersion>
 	<groupId>com.redislabs</groupId>
 	<artifactId>spark-redis</artifactId>
-	<version>0.3.2</version>
+	<version>0.3.4-SNAPSHOT</version>
 	<name>Spark-Redis</name>
 	<description>A Spark library for Redis</description>
 	<url>http://github.com/RedisLabs/spark-redis</url>
diff --git a/src/main/scala/com/redislabs/provider/redis/rdd/RedisRDD.scala b/src/main/scala/com/redislabs/provider/redis/rdd/RedisRDD.scala
index 6ba23f6e..de8bab94 100644
--- a/src/main/scala/com/redislabs/provider/redis/rdd/RedisRDD.scala
+++ b/src/main/scala/com/redislabs/provider/redis/rdd/RedisRDD.scala
@@ -65,6 +65,32 @@ class RedisKVRDD(prev: RDD[String],
   }
 }
 
+class RedisKMapRDD(prev: RDD[String]) extends RDD[(String, Map[String, String])](prev) with Keys {
+
+  override def getPartitions: Array[Partition] = prev.partitions
+
+  override def compute(split: Partition,
+                       context: TaskContext): Iterator[(String, Map[String, String])] = {
+    val partition: RedisPartition = split.asInstanceOf[RedisPartition]
+    val sPos = partition.slots._1
+    val ePos = partition.slots._2
+    val nodes = partition.redisConfig.getNodesBySlots(sPos, ePos)
+    val keys = firstParent[String].iterator(split, context)
+    groupKeysByNode(nodes, keys).flatMap {
+      x => {
+        val conn = x._1.endpoint.connect()
+        val hashKeys = filterKeysByType(conn, x._2, "hash")
+        val res = hashKeys.map(x => {
+          val m: Map[String, String] = conn.hgetAll(x).toMap
+          (x, m)
+        }).iterator
+        conn.close
+        res
+      }
+    }.iterator
+  }
+}
+
 class RedisListRDD(prev: RDD[String], val rddType: String) extends RDD[String](prev) with Keys {
 
   override def getPartitions: Array[Partition] = prev.partitions
@@ -300,6 +326,10 @@ class RedisKeysRDD(sc: SparkContext,
   def getHash(): RDD[(String, String)] = {
     new RedisKVRDD(this, "hash")
   }
+
+  def getHashX(): RDD[(String, Map[String, String])] = {
+    new RedisKMapRDD(this)
+  }
   /**
     * filter the 'zset' type keys and get all the elements(without scores) of them
     * @return RedisZSetRDD[String]
diff --git a/src/main/scala/com/redislabs/provider/redis/redisFunctions.scala b/src/main/scala/com/redislabs/provider/redis/redisFunctions.scala
index 0a3de12d..5739662c 100644
--- a/src/main/scala/com/redislabs/provider/redis/redisFunctions.scala
+++ b/src/main/scala/com/redislabs/provider/redis/redisFunctions.scala
@@ -105,6 +105,13 @@ class RedisContext(@transient val sc: SparkContext) extends Serializable {
     }
   }
 
+  def fromRedisHashX(keys: Array[String],
+                     partitionNum: Int = 3)
+                    (implicit redisConfig: RedisConfig = new RedisConfig(new RedisEndpoint(sc.getConf))):
+  RDD[(String, Map[String, String])] = {
+    fromRedisKeys(keys.toSet.toArray, partitionNum)(redisConfig).getHashX
+  }
+
   /**
     * @param keysOrKeyPattern an array of keys or a key pattern
     * @param partitionNum number of partitions
@@ -236,6 +243,25 @@ class RedisContext(@transient val sc: SparkContext) extends Serializable {
     kvs.foreachPartition(partition => setHash(hashName, partition, ttl, redisConfig))
   }
 
+  /* def toRedisHASHIncrBy(kvs: RDD[(String, Long)], hashName: String, ttl: Int = 0)
+                     (implicit redisConfig: RedisConfig = new RedisConfig(new RedisEndpoint(sc.getConf))): Unit = {
+    kvs.foreachPartition(partition => incrHash(hashName, partition, ttl, redisConfig))
+  }
+
+  def toRedisHASHIncrByFloat(kvs: RDD[(String, Double)], hashName: String, ttl: Int = 0)
+                       (implicit redisConfig: RedisConfig = new RedisConfig(new RedisEndpoint(sc.getConf))): Unit = {
+    kvs.foreachPartition(partition => incrFloatHash(hashName, partition, ttl, redisConfig))
+  }*/
+
+  def toRedisHASHIncrByLong(keyMap: RDD[(String, Map[String, Long])], ttl: Int = 0)
+                       (implicit redisConfig: RedisConfig = new RedisConfig(new RedisEndpoint(sc.getConf))): Unit = {
+    keyMap.foreachPartition(partition => incrHash(partition, ttl, redisConfig))
+  }
+
+  def toRedisHASHIncrByFloat(keyMap: RDD[(String, Map[String, Double])], ttl: Int = 0)
+                            (implicit redisConfig: RedisConfig = new RedisConfig(new RedisEndpoint(sc.getConf))): Unit = {
+    keyMap.foreachPartition(partition => incrFloatHash(partition, ttl, redisConfig))
+  }
   /**
     * @param kvs      Pair RDD of K/V
     * @param zsetName target zset's name which hold all the kvs
@@ -322,6 +348,60 @@ object RedisContext extends Serializable {
     conn.close
   }
 
+  def incrHash(hashName: String, arr: Iterator[(String, Long)], ttl: Int, redisConfig: RedisConfig): Unit = {
+    val conn = redisConfig.connectionForKey(hashName)
+    val pipeline = conn.pipelined()
+    arr.foreach( x => pipeline.hincrBy(hashName, x._1, x._2))
+    if (ttl > 0) pipeline.expire(hashName, ttl)
+    pipeline.sync()
+    conn.close()
+  }
+
+  def incrHash(arr: Iterator[(String, Map[String, Long])], ttl: Int, redisConfig: RedisConfig): Unit = {
+    arr.map(kv => (redisConfig.getHost(kv._1), kv)).toArray.groupBy(_._1).
+      mapValues(a => a.map(p => p._2)).foreach {
+      x => {
+        val conn = x._1.endpoint.connect()
+        val pipeline = conn.pipelined
+        x._2.foreach(x => {
+          x._2.foreach(map => {
+            pipeline.hincrBy(x._1, map._1, map._2)
+          })
+          if (ttl > 0) pipeline.expire(x._1, ttl)
+        })
+        pipeline.sync
+        conn.close
+      }
+    }
+  }
+
+  def incrFloatHash(hashName: String, arr: Iterator[(String, Double)], ttl: Int, redisConfig: RedisConfig): Unit = {
+    val conn = redisConfig.connectionForKey(hashName)
+    val pipeline = conn.pipelined()
+    arr.foreach( x => pipeline.hincrByFloat(hashName, x._1, x._2))
+    if (ttl > 0) pipeline.expire(hashName, ttl)
+    pipeline.sync()
+    conn.close()
+  }
+
+  def incrFloatHash(arr: Iterator[(String, Map[String, Double])], ttl: Int, redisConfig: RedisConfig): Unit = {
+    arr.map(kv => (redisConfig.getHost(kv._1), kv)).toArray.groupBy(_._1).
+      mapValues(a => a.map(p => p._2)).foreach {
+      x => {
+        val conn = x._1.endpoint.connect()
+        val pipeline = conn.pipelined
+        x._2.foreach(x => {
+          x._2.foreach(map => {
+            pipeline.hincrByFloat(x._1, map._1, map._2)
+          })
+          if (ttl > 0) pipeline.expire(x._1, ttl)
+        })
+        pipeline.sync
+        conn.close
+      }
+    }
+  }
+
   /**
     * @param zsetName
     * @param arr k/vs which should be saved in the target host
diff --git a/src/test/scala/com/redislabs/provider/redis/rdd/RedisRDDClusterSuite.scala b/src/test/scala/com/redislabs/provider/redis/rdd/RedisRDDClusterSuite.scala
index d439a043..ecaa1d0a 100644
--- a/src/test/scala/com/redislabs/provider/redis/rdd/RedisRDDClusterSuite.scala
+++ b/src/test/scala/com/redislabs/provider/redis/rdd/RedisRDDClusterSuite.scala
@@ -19,8 +19,25 @@ class RedisRDDClusterSuite extends FunSuite with ENV with BeforeAndAfterAll with
       getLines.toArray.mkString("\n")
 
 
-    val wcnts = sc.parallelize(content.split("\\W+").filter(!_.isEmpty)).map((_, 1)).
-      reduceByKey(_ + _).map(x => (x._1, x._2.toString))
+    val wcnt = sc.parallelize(content.split("\\W+").filter(!_.isEmpty)).map((_, 1)).
+      reduceByKey(_ + _)
+    val wcntl = wcnt.map(x => (x._1, x._2.toLong * 2))
+    val wcntd = wcnt.map(x => (x._1, x._2.toDouble + 0.31))
+    val wcnts = wcnt.map(x => (x._1, x._2.toString))
+
+    val wcntl2 = wcntl.map(kv => {
+      val m = Map{kv._1 -> kv._2}
+      ("all:words:cnt:hash:incr:long:2", m)
+    }).reduceByKey((v1, v2) => {
+      v1 ++ v2
+    })
+
+    val wcntd2 = wcntd.map(kv => {
+      val m = Map{kv._1 -> kv._2}
+      ("all:words:cnt:hash:incr:float:2", m)
+    }).reduceByKey((v1, v2) => {
+      v1 ++ v2
+    })
 
     val wds = sc.parallelize(content.split("\\W+").filter(!_.isEmpty))
 
@@ -39,6 +56,13 @@ class RedisRDDClusterSuite extends FunSuite with ENV with BeforeAndAfterAll with
     sc.toRedisHASH(wcnts, "all:words:cnt:hash")(redisConfig)
     sc.toRedisLIST(wds, "all:words:list" )(redisConfig)
     sc.toRedisSET(wds, "all:words:set")(redisConfig)
+    // sc.toRedisHASHIncrBy(wcntl, "all:words:cnt:hash:incr:long")(redisConfig)
+    // sc.toRedisHASHIncrByFloat(wcntd, "all:words:cnt:hash:incr:float")(redisConfig)
+
+    sc.toRedisHASHIncrByLong(wcntl2)(redisConfig)
+    sc.toRedisHASHIncrByLong(wcntl2)(redisConfig)
+    sc.toRedisHASHIncrByFloat(wcntd2)(redisConfig)
+    sc.toRedisHASHIncrByFloat(wcntd2)(redisConfig)
   }
 
   test("RedisKVRDD - default(cluster)") {
@@ -136,6 +160,96 @@ class RedisRDDClusterSuite extends FunSuite with ENV with BeforeAndAfterAll with
     hashContents should be (wcnts)
   }
 
+  /* test("RedisHashIncrByLongRDD - default(cluster)") {
+    val redisHashRDD = sc.fromRedisHash( "all:words:cnt:hash:incr:long")
+    val hashContents = redisHashRDD.sortByKey().collect
+    val wcntl = content.split("\\W+").filter(!_.isEmpty).map((_, 1)).groupBy(_._1).
+      map(x => (x._1, (x._2.map(_._2).reduce(_ + _) * 2).toString)).toArray.sortBy(_._1)
+    hashContents should be (wcntl)
+  }*/
+
+  test("RedisHashIncrByLongRDD - key map - default(cluster)") {
+    val redisHashRDD = sc.fromRedisHash("all:words:cnt:hash:incr:long:2")
+    val hashContents = redisHashRDD.sortByKey().collect
+    val wcntl = content.split("\\W+").filter(!_.isEmpty).map((_, 1)).groupBy(_._1).
+      map(x => (x._1, (x._2.map(_._2).reduce(_ + _) * 4).toString)).toArray.sortBy(_._1)
+    hashContents should be (wcntl)
+  }
+
+  test("RedisHashIncrByLongRDD - key map - cluster") {
+    implicit val c: RedisConfig = redisConfig
+    val redisHashRDD = sc.fromRedisHash("all:words:cnt:hash:incr:long:2")
+    val hashContents = redisHashRDD.sortByKey().collect
+    val wcntl = content.split("\\W+").filter(!_.isEmpty).map((_, 1)).groupBy(_._1).
+      map(x => (x._1, (x._2.map(_._2).reduce(_ + _) * 4).toString)).toArray.sortBy(_._1)
+    hashContents should be (wcntl)
+  }
+
+  test("RedisHashIncrByLongRDD - key map X - default(cluster)") {
+    val redisHashRDD = sc.fromRedisHashX(Array("all:words:cnt:hash:incr:long:2",
+      "all:words:cnt:hash:incr:long:2"))
+    val hashContents = redisHashRDD.collect
+    val hashValue = hashContents(0)._2.toArray.sortBy(_._1)
+    val wcntl = content.split("\\W+").filter(!_.isEmpty).map((_, 1)).groupBy(_._1).
+      map(x => (x._1, (x._2.map(_._2).reduce(_ + _) * 4).toString)).toArray.sortBy(_._1)
+    hashValue should be (wcntl)
+  }
+
+  test("RedisHashIncrByLongRDD - key map X - cluster") {
+    implicit val c: RedisConfig = redisConfig
+    val redisHashRDD = sc.fromRedisHashX(Array("all:words:cnt:hash:incr:long:2",
+      "all:words:cnt:hash:incr:long:2"))
+    val hashContents = redisHashRDD.collect
+    val hashValue = hashContents(0)._2.toArray.sortBy(_._1)
+    val wcntl = content.split("\\W+").filter(!_.isEmpty).map((_, 1)).groupBy(_._1).
+      map(x => (x._1, (x._2.map(_._2).reduce(_ + _) * 4).toString)).toArray.sortBy(_._1)
+    hashValue should be (wcntl)
+  }
+
+  test("RedisHashIncrByRDD - X - default(cluster)") {
+    val redisHashRDD = sc.fromRedisHashX(Array("all:words:cnt:hash:incr:long:2",
+      "all:words:cnt:hash:incr:float:2"))
+    val hashContents = redisHashRDD.collect.foreach(x => {
+      if (x._1.equals("all:words:cnt:hash:incr:long:2")) {
+        val hashValue = x._2.toArray.sortBy(_._1)
+        val wcntl = content.split("\\W+").filter(!_.isEmpty).map((_, 1)).groupBy(_._1).
+          map(x => (x._1, (x._2.map(_._2).reduce(_ + _) * 4).toString)).toArray.sortBy(_._1)
+        hashValue should be (wcntl)
+      } else if (x._1.equals("all:words:cnt:hash:incr:float:2")) {
+        val hashValue = x._2.toArray.sortBy(_._1)
+        val wcntd = content.split("\\W+").filter(!_.isEmpty).map((_, 1)).groupBy(_._1).
+          map(x => (x._1, (x._2.map(_._2).reduce(_ + _) * 2 + 0.62).toString)).toArray.sortBy(_._1)
+        hashValue should be (wcntd)
+      }
+    })
+  }
+
+  /* test("RedisHashIncrByLongRDD - cluster") {
+    implicit val c: RedisConfig = redisConfig
+    val redisHashRDD = sc.fromRedisHash( "all:words:cnt:hash:incr:long")
+    val hashContents = redisHashRDD.sortByKey().collect
+    val wcntl = content.split("\\W+").filter(!_.isEmpty).map((_, 1)).groupBy(_._1).
+      map(x => (x._1, (x._2.map(_._2).reduce(_ + _) * 2).toString)).toArray.sortBy(_._1)
+    hashContents should be (wcntl)
+  }*/
+
+  /* test("RedisHashIncrByFloatRDD - default(cluster)") {
+    val redisHashRDD = sc.fromRedisHash( "all:words:cnt:hash:incr:float")
+    val hashContents = redisHashRDD.sortByKey().collect
+    val wcntd = content.split("\\W+").filter(!_.isEmpty).map((_, 1)).groupBy(_._1).
+      map(x => (x._1, (x._2.map(_._2).reduce(_ + _) * 0.31).toString)).toArray.sortBy(_._1)
+    hashContents should be (wcntd)
+  }
+
+  test("RedisHashIncrByFloatRDD - cluster") {
+    implicit val c: RedisConfig = redisConfig
+    val redisHashRDD = sc.fromRedisHash( "all:words:cnt:hash:incr:float")
+    val hashContents = redisHashRDD.sortByKey().collect
+    val wcntd = content.split("\\W+").filter(!_.isEmpty).map((_, 1)).groupBy(_._1).
+      map(x => (x._1, (x._2.map(_._2).reduce(_ + _) * 0.31).toString)).toArray.sortBy(_._1)
+    hashContents should be (wcntd)
+  }*/
+
   test("RedisListRDD - default(cluster)") {
     val redisListRDD = sc.fromRedisList( "all:words:list")
     val listContents = redisListRDD.sortBy(x => x).collect