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From "Roberto Mirizzi (JIRA)" <j...@apache.org>
Subject [jira] [Created] (SPARK-21478) Unpersist a DF also unpersist related DFs
Date Wed, 19 Jul 2017 23:12:00 GMT
Roberto Mirizzi created SPARK-21478:
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             Summary: Unpersist a DF also unpersist related DFs
                 Key: SPARK-21478
                 URL: https://issues.apache.org/jira/browse/SPARK-21478
             Project: Spark
          Issue Type: Bug
          Components: Spark Core
    Affects Versions: 2.2.0, 2.1.1
            Reporter: Roberto Mirizzi
            Priority: Blocker


Starting with Spark 2.1.1 I observed this bug. Here's are the steps to reproduce it:
# create a DF
# persist it
# count the items in it
# create a new DF as a transformation of the previous one
# persist it
# count the items in it
# unpersist the first DF

Once you do that you will see that also the 2nd DF is gone.
The code to reproduce it is:
{code:java}
val x1 = Seq(1).toDF()
x1.persist()
x1.count()
assert(x1.storageLevel.useMemory)

val x11 = x1.select($"value" * 2)
x11.persist()
x11.count()
assert(x11.storageLevel.useMemory)

x1.unpersist()

assert(!x1.storageLevel.useMemory)
//the following assertion FAILS
assert(x11.storageLevel.useMemory)
{code}




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