Github user SparkQA commented on the pull request:
https://github.com/apache/spark/pull/1165#issuecomment-49388410
QA results for PR 1165:- This patch FAILED unit tests.- This patch
merges cleanly- This patch adds the following public classes
(experimental):case class Sample(size: Lon
Github user andrewor14 commented on the pull request:
https://github.com/apache/spark/pull/1165#issuecomment-49383527
Oops, the tests will fail. We can't just set an initial memory threshold
for some reason. Investigating.
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QA tests have started for PR 1165. This patch merges cleanly. View
progress:
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--- Diff: core/src/main/scala/org/apache/spark/CacheManager.scala ---
@@ -140,14 +144,39 @@ private[spark] class CacheManager(blockManager:
BlockManager) e
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--- Diff: core/src/main/scala/org/apache/spark/CacheManager.scala ---
@@ -140,14 +144,39 @@ private[spark] class CacheManager(blockManager:
BlockManager) e
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--- Diff: core/src/main/scala/org/apache/spark/storage/MemoryStore.scala ---
@@ -141,6 +174,86 @@ private class MemoryStore(blockManager: BlockManager,
max
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--- Diff: core/src/main/scala/org/apache/spark/storage/BlockManager.scala
---
@@ -463,16 +463,16 @@ private[spark] class BlockManager(
v
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--- Diff: core/src/main/scala/org/apache/spark/storage/MemoryStore.scala ---
@@ -141,6 +174,86 @@ private class MemoryStore(blockManager: BlockManager,
max
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--- Diff: core/src/main/scala/org/apache/spark/CacheManager.scala ---
@@ -140,14 +144,39 @@ private[spark] class CacheManager(blockManager:
BlockManager) e
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--- Diff: core/src/main/scala/org/apache/spark/SparkEnv.scala ---
@@ -67,10 +67,14 @@ class SparkEnv (
val metricsSystem: MetricsSystem,
v
Github user pwendell commented on a diff in the pull request:
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--- Diff: core/src/main/scala/org/apache/spark/CacheManager.scala ---
@@ -140,14 +144,39 @@ private[spark] class CacheManager(blockManager:
BlockManager) ext
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--- Diff: core/src/main/scala/org/apache/spark/SparkEnv.scala ---
@@ -67,10 +67,14 @@ class SparkEnv (
val metricsSystem: MetricsSystem,
val
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--- Diff: core/src/main/scala/org/apache/spark/storage/MemoryStore.scala ---
@@ -141,6 +174,86 @@ private class MemoryStore(blockManager: BlockManager,
maxMe
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--- Diff: core/src/main/scala/org/apache/spark/storage/MemoryStore.scala ---
@@ -141,6 +174,86 @@ private class MemoryStore(blockManager: BlockManager,
maxMe
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--- Diff: core/src/main/scala/org/apache/spark/SparkEnv.scala ---
@@ -67,10 +67,14 @@ class SparkEnv (
val metricsSystem: MetricsSystem,
v
Github user andrewor14 commented on a diff in the pull request:
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--- Diff: core/src/main/scala/org/apache/spark/storage/MemoryStore.scala ---
@@ -141,6 +174,86 @@ private class MemoryStore(blockManager: BlockManager,
max
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--- Diff:
core/src/main/scala/org/apache/spark/util/collection/SizeTracker.scala ---
@@ -0,0 +1,105 @@
+/*
+ * Licensed to the Apache Software Foun
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--- Diff: core/src/main/scala/org/apache/spark/CacheManager.scala ---
@@ -140,14 +144,39 @@ private[spark] class CacheManager(blockManager:
BlockManager) e
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--- Diff: core/src/main/scala/org/apache/spark/storage/MemoryStore.scala ---
@@ -141,6 +174,86 @@ private class MemoryStore(blockManager: BlockManager,
max
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--- Diff: core/src/main/scala/org/apache/spark/CacheManager.scala ---
@@ -140,14 +144,39 @@ private[spark] class CacheManager(blockManager:
BlockManager) e
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--- Diff: core/src/main/scala/org/apache/spark/storage/MemoryStore.scala ---
@@ -87,9 +97,32 @@ private class MemoryStore(blockManager: BlockManager,
maxMe
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--- Diff: core/src/main/scala/org/apache/spark/storage/MemoryStore.scala ---
@@ -141,6 +174,86 @@ private class MemoryStore(blockManager: BlockManager,
max
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--- Diff: core/src/main/scala/org/apache/spark/storage/BlockManager.scala
---
@@ -463,16 +463,16 @@ private[spark] class BlockManager(
v
Github user pwendell commented on the pull request:
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Did an initial pass with some feedback - not totally done yet but it should
be enough to get some work done.
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--- Diff: project/MimaExcludes.scala ---
@@ -61,16 +63,25 @@ object MimaExcludes {
ProblemFilters.exclude[MissingMethodProblem](
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--- Diff: core/src/main/scala/org/apache/spark/storage/MemoryStore.scala ---
@@ -141,6 +174,86 @@ private class MemoryStore(blockManager: BlockManager,
maxMe
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--- Diff: core/src/main/scala/org/apache/spark/storage/MemoryStore.scala ---
@@ -141,6 +174,86 @@ private class MemoryStore(blockManager: BlockManager,
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--- Diff: core/src/main/scala/org/apache/spark/storage/MemoryStore.scala ---
@@ -141,6 +174,86 @@ private class MemoryStore(blockManager: BlockManager,
maxMe
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--- Diff: core/src/main/scala/org/apache/spark/storage/MemoryStore.scala ---
@@ -141,6 +174,86 @@ private class MemoryStore(blockManager: BlockManager,
maxMe
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--- Diff: core/src/main/scala/org/apache/spark/storage/MemoryStore.scala ---
@@ -141,6 +174,86 @@ private class MemoryStore(blockManager: BlockManager,
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--- Diff: core/src/main/scala/org/apache/spark/storage/MemoryStore.scala ---
@@ -141,6 +174,86 @@ private class MemoryStore(blockManager: BlockManager,
maxMe
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--- Diff: core/src/main/scala/org/apache/spark/storage/MemoryStore.scala ---
@@ -87,9 +97,32 @@ private class MemoryStore(blockManager: BlockManager,
maxMemo
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--- Diff: core/src/main/scala/org/apache/spark/storage/BlockManager.scala
---
@@ -463,16 +463,16 @@ private[spark] class BlockManager(
val
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--- Diff: core/src/main/scala/org/apache/spark/SparkEnv.scala ---
@@ -67,10 +67,14 @@ class SparkEnv (
val metricsSystem: MetricsSystem,
val
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--- Diff: core/src/main/scala/org/apache/spark/SparkEnv.scala ---
@@ -67,10 +67,14 @@ class SparkEnv (
val metricsSystem: MetricsSystem,
val
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--- Diff: core/src/main/scala/org/apache/spark/CacheManager.scala ---
@@ -140,14 +144,39 @@ private[spark] class CacheManager(blockManager:
BlockManager) ext
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--- Diff: core/src/main/scala/org/apache/spark/CacheManager.scala ---
@@ -140,14 +144,39 @@ private[spark] class CacheManager(blockManager:
BlockManager) ext
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--- Diff: core/src/main/scala/org/apache/spark/storage/MemoryStore.scala ---
@@ -22,23 +22,37 @@ import java.util.LinkedHashMap
import scala.coll
Github user pwendell commented on a diff in the pull request:
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--- Diff: core/src/main/scala/org/apache/spark/storage/MemoryStore.scala ---
@@ -22,23 +22,37 @@ import java.util.LinkedHashMap
import scala.collec
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--- Diff: core/src/main/scala/org/apache/spark/storage/MemoryStore.scala ---
@@ -141,6 +174,86 @@ private class MemoryStore(blockManager: BlockManager,
maxMe
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--- Diff: core/src/main/scala/org/apache/spark/storage/MemoryStore.scala ---
@@ -141,6 +174,86 @@ private class MemoryStore(blockManager: BlockManager,
maxMe
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--- Diff: core/src/main/scala/org/apache/spark/CacheManager.scala ---
@@ -17,11 +17,13 @@
package org.apache.spark
-import scala.collecti
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--- Diff:
core/src/main/scala/org/apache/spark/util/collection/SizeTracker.scala ---
@@ -0,0 +1,105 @@
+/*
+ * Licensed to the Apache Software Founda
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--- Diff: core/src/main/scala/org/apache/spark/storage/MemoryStore.scala ---
@@ -141,6 +174,86 @@ private class MemoryStore(blockManager: BlockManager,
maxMe
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--- Diff: core/src/main/scala/org/apache/spark/storage/MemoryStore.scala ---
@@ -141,6 +174,86 @@ private class MemoryStore(blockManager: BlockManager,
maxMe
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--- Diff: core/src/main/scala/org/apache/spark/CacheManager.scala ---
@@ -142,10 +151,76 @@ private[spark] class CacheManager(blockManager:
BlockManager) exte
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--- Diff: core/src/main/scala/org/apache/spark/CacheManager.scala ---
@@ -142,10 +151,76 @@ private[spark] class CacheManager(blockManager:
BlockManager) exte
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--- Diff: core/src/main/scala/org/apache/spark/CacheManager.scala ---
@@ -142,10 +151,76 @@ private[spark] class CacheManager(blockManager:
BlockManager) exte
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--- Diff: core/src/main/scala/org/apache/spark/storage/BlockManager.scala
---
@@ -38,7 +38,7 @@ import org.apache.spark.util._
private[spark] sealed t
Github user andrewor14 commented on a diff in the pull request:
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--- Diff: core/src/main/scala/org/apache/spark/CacheManager.scala ---
@@ -142,10 +151,76 @@ private[spark] class CacheManager(blockManager:
BlockManager) e
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--- Diff: core/src/main/scala/org/apache/spark/storage/MemoryStore.scala ---
@@ -87,9 +86,7 @@ private class MemoryStore(blockManager: BlockManager,
maxMemory
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--- Diff: core/src/main/scala/org/apache/spark/CacheManager.scala ---
@@ -142,10 +151,76 @@ private[spark] class CacheManager(blockManager:
BlockManager) exte
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--- Diff: core/src/main/scala/org/apache/spark/CacheManager.scala ---
@@ -142,10 +151,76 @@ private[spark] class CacheManager(blockManager:
BlockManager) exte
Github user mridulm commented on the pull request:
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gmail was marking all mails from github as spam - apologies for the delay
in getting to this ! Did not see the updates.
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Github user andrewor14 commented on the pull request:
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This is ready for further review. @pwendell @mateiz
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Github user andrewor14 commented on the pull request:
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I ran a few perf tests on 5 r3.8xlarge nodes, caching with both
`MEMORY_ONLY` and `MEMORY_AND_DISK`, and observed no significant performance
regression.
In te
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Github user andrewor14 commented on a diff in the pull request:
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--- Diff:
core/src/main/scala/org/apache/spark/util/collection/PrimitiveVector.scala ---
@@ -50,6 +50,16 @@ class PrimitiveVector[@specialized(Long, Int, D
Github user andrewor14 commented on a diff in the pull request:
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--- Diff: core/src/main/scala/org/apache/spark/storage/MemoryStore.scala ---
@@ -87,9 +86,7 @@ private class MemoryStore(blockManager: BlockManager,
maxMem
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--- Diff: core/src/main/scala/org/apache/spark/storage/MemoryStore.scala ---
@@ -55,8 +55,7 @@ private class MemoryStore(blockManager: BlockManager,
maxMem
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--- Diff: core/src/main/scala/org/apache/spark/CacheManager.scala ---
@@ -142,10 +151,76 @@ private[spark] class CacheManager(blockManager:
BlockManager) e
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--- Diff: core/src/main/scala/org/apache/spark/CacheManager.scala ---
@@ -142,10 +151,76 @@ private[spark] class CacheManager(blockManager:
BlockManager) e
Github user mridulm commented on the pull request:
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Looks like an interesting patch @andrewor14 !
I added a few comments based on a reasonably cursory glance.
Will let someone else do a more detailed review.
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--- Diff:
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@@ -50,6 +50,16 @@ class PrimitiveVector[@specialized(Long, Int, Doub
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--- Diff: core/src/main/scala/org/apache/spark/storage/MemoryStore.scala ---
@@ -87,9 +86,7 @@ private class MemoryStore(blockManager: BlockManager,
maxMemory
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--- Diff: core/src/main/scala/org/apache/spark/storage/MemoryStore.scala ---
@@ -55,8 +55,7 @@ private class MemoryStore(blockManager: BlockManager,
maxMemory
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--- Diff: core/src/main/scala/org/apache/spark/storage/BlockManager.scala
---
@@ -61,9 +61,9 @@ private[spark] class BlockManager(
// Actual stor
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BlockManager) exte
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--- Diff: core/src/main/scala/org/apache/spark/CacheManager.scala ---
@@ -142,10 +151,76 @@ private[spark] class CacheManager(blockManager:
BlockManager) exte
Github user mridulm commented on the pull request:
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Instead of trying to fit data into memory which cant be - isnt the current
behavior of spark not better : simply fail if insufficient memory - user can
always run with ME
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Github user AmplabJenkins commented on the pull request:
https://github.com/apache/spark/pull/1165#issuecomment-46742154
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Github user AmplabJenkins commented on the pull request:
https://github.com/apache/spark/pull/1165#issuecomment-46742149
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GitHub user andrewor14 opened a pull request:
https://github.com/apache/spark/pull/1165
[SPARK-1777] Prevent OOMs from single partitions
**Problem.** When caching, we currently unroll the entire RDD partition
before making sure we have enough free memory. This is a common cause for
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