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Github user dbtsai commented on the issue: https://github.com/apache/spark/pull/21847 @cloud-fan @gatorsmile @gengliangwang We need this to write avro files from Spark for other applications to consume, and we use the `fixed` and `enum` types in our external applications. Thanks. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
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Github user lindblombr commented on the issue: https://github.com/apache/spark/pull/21847 RE Performance regression... The test case I used performs the same before the changes in this patch and after, so this doesn't appear related to this change. I'll investigate further and file a Jira if needed. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
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Github user lindblombr commented on the issue: https://github.com/apache/spark/pull/21847 @gengliangwang I think I agree with your take on the multi-type unions in principal. The only issue is that avro itself does support that as a valid use case; however, when I think about the behavior... If we read in A to SparkSQL where a is type `["null", "int", "long"]`, Spark will automatically up-convert to a long. This will mean that even though the original data may have had a combination of records stored as either "int" or "long", any attempt to write out that same data with user-specified schema will convert all ints to longs, resulting in a slightly different dataset. This side-effect may be undesirable in some cases (maybe). I personally don't have a use-case for this, except the test data in this module itself includes a multi-type union of this nature, and I wanted this functionality to work for as much of the test data as was available. If, for the sake of simplicity, we'd like to restrict user-specified schemas to two-type unions only, it would still work for my use cases. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
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Github user gengliangwang commented on the issue: https://github.com/apache/spark/pull/21847 Since the data type in Spark is certain, why do we need to support output Avro schema like `["int", "long", "null"]`? Can we just forbid such usage by having a rule for the schema: If the Avro type is Union, it has at most two types and one of it is Null type. Otherwise things can be complicated. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
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Github user lindblombr commented on the issue: https://github.com/apache/spark/pull/21847 FYI Doing some additional testing around performance and have found a pretty gnarly regression with a particular type of schema. I'll try to track down what's causing it. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
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Github user lindblombr commented on the issue: https://github.com/apache/spark/pull/21847 @MaxGekk thanks for the feedback! Should be addressed. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
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