[SPARK-23508][CORE] Fix BlockmanagerId in case blockManagerIdCache cause oom

… cause oom

## What changes were proposed in this pull request?
blockManagerIdCache in BlockManagerId will not remove old values which may cause oom

`val blockManagerIdCache = new ConcurrentHashMap[BlockManagerId, BlockManagerId]()`
Since whenever we apply a new BlockManagerId, it will put into this map.

This patch will use guava cahce for  blockManagerIdCache instead.

A heap dump show in [SPARK-23508](https://issues.apache.org/jira/browse/SPARK-23508)

## How was this patch tested?
Exist tests.

Author: zhoukang <zhoukang199191@gmail.com>

Closes #20667 from caneGuy/zhoukang/fix-history.

core/src/main/scala/org/apache/spark/storage/BlockManagerId.scala

@@ -18,7 +18,8 @@
 package org.apache.spark.storage
 
 import java.io.{Externalizable, IOException, ObjectInput, ObjectOutput}
-import java.util.concurrent.ConcurrentHashMap
+
+import com.google.common.cache.{CacheBuilder, CacheLoader}
 
 import org.apache.spark.SparkContext
 import org.apache.spark.annotation.DeveloperApi
@@ -132,10 +133,17 @@ private[spark] object BlockManagerId {
     getCachedBlockManagerId(obj)
   }
 
-  val blockManagerIdCache = new ConcurrentHashMap[BlockManagerId, BlockManagerId]()
+  /**
+   * The max cache size is hardcoded to 10000, since the size of a BlockManagerId
+   * object is about 48B, the total memory cost should be below 1MB which is feasible.
+   */
+  val blockManagerIdCache = CacheBuilder.newBuilder()
+    .maximumSize(10000)
+    .build(new CacheLoader[BlockManagerId, BlockManagerId]() {
+      override def load(id: BlockManagerId) = id
+    })
 
   def getCachedBlockManagerId(id: BlockManagerId): BlockManagerId = {
-    blockManagerIdCache.putIfAbsent(id, id)
     blockManagerIdCache.get(id)
   }
 }