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https://issues.apache.org/jira/browse/SPARK-21646?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16134311#comment-16134311
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Wei Zheng commented on SPARK-21646:
-----------------------------------
[~q79969786] Please refer to Hive logic for dealing with comparison and casting
for this case (casting to double):
https://github.com/apache/hive/blob/master/ql/src/java/org/apache/hadoop/hive/ql/exec/FunctionRegistry.java#L789
> BinaryComparison shouldn't auto cast string to int/long
> -------------------------------------------------------
>
> Key: SPARK-21646
> URL: https://issues.apache.org/jira/browse/SPARK-21646
> Project: Spark
> Issue Type: Bug
> Components: SQL
> Affects Versions: 2.2.0
> Reporter: Yuming Wang
>
> How to reproduce:
> hive:
> {code:sql}
> $ hive -S
> hive> create table spark_21646(c1 string, c2 string);
> hive> insert into spark_21646 values('92233720368547758071', 'a');
> hive> insert into spark_21646 values('21474836471', 'b');
> hive> insert into spark_21646 values('10', 'c');
> hive> select * from spark_21646 where c1 > 0;
> 92233720368547758071 a
> 10 c
> 21474836471 b
> hive>
> {code}
> spark-sql:
> {code:sql}
> $ spark-sql -S
> spark-sql> select * from spark_21646 where c1 > 0;
> 10 c
>
> spark-sql> select * from spark_21646 where c1 > 0L;
> 21474836471 b
> 10 c
> spark-sql> explain select * from spark_21646 where c1 > 0;
> == Physical Plan ==
> *Project [c1#14, c2#15]
> +- *Filter (isnotnull(c1#14) && (cast(c1#14 as int) > 0))
> +- *FileScan parquet spark_21646[c1#14,c2#15] Batched: true, Format:
> Parquet, Location:
> InMemoryFileIndex[viewfs://cluster4/user/hive/warehouse/spark_21646],
> PartitionFilters: [], PushedFilters: [IsNotNull(c1)], ReadSchema:
> struct<c1:string,c2:string>
> spark-sql>
> {code}
> As you can see, spark auto cast c1 to int type, if this value out of integer
> range, the result is different from Hive.
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