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https://issues.apache.org/jira/browse/BEAM-5987?focusedWorklogId=186632&page=com.atlassian.jira.plugin.system.issuetabpanels:worklog-tabpanel#worklog-186632
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ASF GitHub Bot logged work on BEAM-5987:
----------------------------------------
Author: ASF GitHub Bot
Created on: 17/Jan/19 23:59
Start Date: 17/Jan/19 23:59
Worklog Time Spent: 10m
Work Description: kennknowles commented on pull request #7091:
[BEAM-5987] Spark: Share cached side inputs between tasks.
URL: https://github.com/apache/beam/pull/7091#discussion_r248886560
##########
File path:
runners/spark/src/main/java/org/apache/beam/runners/spark/util/SideInputStorage.java
##########
@@ -0,0 +1,88 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements. See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership. The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License. You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.beam.runners.spark.util;
+
+import com.google.common.cache.Cache;
+import com.google.common.cache.CacheBuilder;
+import java.util.Objects;
+import java.util.Optional;
+import java.util.concurrent.TimeUnit;
+import org.apache.beam.sdk.transforms.windowing.BoundedWindow;
+import org.apache.beam.sdk.values.PCollectionView;
+
+/**
+ * Cache deserialized side inputs for executor so every task doesn't need to
deserialize them again.
+ * Side inputs are stored in {@link Cache} with 5 minutes expireAfterAccess.
+ */
+class SideInputStorage {
+
+ /** JVM deserialized side input cache. */
+ private static final Cache<Key<?>, Optional<?>> materializedSideInputs =
Review comment:
The window should use `windowCoder.structuralValue(window)` which is
required to behave identically to a full serialization for shuffle purposes.
The view itself is just a tag so it should have good enough equals as-is. There
is already caching in the now-donated Dataflow Java worker, if you look through
uses and subclasses of `SideInputReader`.
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Issue Time Tracking
-------------------
Worklog Id: (was: 186632)
Time Spent: 7h 20m (was: 7h 10m)
> Spark SideInputReader performance
> ---------------------------------
>
> Key: BEAM-5987
> URL: https://issues.apache.org/jira/browse/BEAM-5987
> Project: Beam
> Issue Type: Bug
> Components: runner-spark
> Affects Versions: 2.8.0
> Reporter: David Moravek
> Assignee: David Moravek
> Priority: Major
> Fix For: 2.9.0
>
> Attachments: Screen Shot 2018-11-06 at 13.05.36.png
>
> Time Spent: 7h 20m
> Remaining Estimate: 0h
>
> We did some profiling of a spark job and 90% of the application time was
> spent on side input deserialization.
> For spark, an easy fix is to cache materialized side inputs per bundle. This
> improved running time of the profiled job from 3 hours to 30 minutes.
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