Github user shubhamchopra commented on a diff in the pull request: https://github.com/apache/spark/pull/14412#discussion_r101854267 --- Diff: core/src/main/scala/org/apache/spark/storage/BlockManagerMasterEndpoint.scala --- @@ -195,17 +198,39 @@ class BlockManagerMasterEndpoint( // Remove it from blockManagerInfo and remove all the blocks. blockManagerInfo.remove(blockManagerId) + val iterator = info.blocks.keySet.iterator while (iterator.hasNext) { val blockId = iterator.next val locations = blockLocations.get(blockId) locations -= blockManagerId if (locations.size == 0) { blockLocations.remove(blockId) + logWarning(s"No more replicas available for $blockId !") + } else if (proactivelyReplicate && (blockId.isRDD || blockId.isInstanceOf[TestBlockId])) { + // only RDD blocks store data that users explicitly cache so we only need to proactively + // replicate RDD blocks + // broadcast related blocks exist on all executors, so we don't worry about them + // we also need to replicate this behavior for test blocks for unit tests + // we send a message to a randomly chosen executor location to replicate block + // assuming single executor failure, we find out how many replicas existed before failure + val maxReplicas = locations.size + 1 + + val i = (new Random(blockId.hashCode)).nextInt(locations.size) + val blockLocations = locations.toSeq + val candidateBMId = blockLocations(i) + val blockManager = blockManagerInfo.get(candidateBMId) + if(blockManager.isDefined) { + val remainingLocations = locations.toSeq.filter(bm => bm != candidateBMId) --- End diff -- If we are at this point, there would be atleast one location with the block which will get chosen as the candidate here. `remainingLocations` just tells the replication logic where other replicas are present (if any, so it can be an empty set), so it can use that info while choosing candidate executors for replication.
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