Gengliang Wang created SPARK-40903: -------------------------------------- Summary: Avoid reordering decimal Add for canonicalization Key: SPARK-40903 URL: https://issues.apache.org/jira/browse/SPARK-40903 Project: Spark Issue Type: Test Components: SQL Affects Versions: 3.4.0 Reporter: Gengliang Wang Assignee: Gengliang Wang
Avoid reordering Add for canonicalizing if it is decimal type. Expressions are canonicalized for comparisons and explanations. For non-decimal Add expression, the order can be sorted by hashcode, and the result is supposed to be the same. However, for Add expression of Decimal type, the behavior is different: Given decimal (p1, s1) and another decimal (p2, s2), the result integral part is `max(p1-s1, p2-s2) +1`, the result decimal part is `max(s1, s2)`. Thus the result data type is `(max(p1-s1, p2-s2) +1 + max(s1, s2), max(s1, s2))`. Thus the order matters: * For `(decimal(12,5) + decimal(12,6)) + decimal(3, 2)`, the first add `decimal(12,5) + decimal(12,6)` results in `decimal(14, 6)`, and then `decimal(14, 6) + decimal(3, 2)` results in `decimal(15, 6)` * For `(decimal(12, 6) + decimal(3,2)) + decimal(12, 5)`, the first add `decimal(12, 6) + decimal(3,2)` results in `decimal(13, 6)`, and then `decimal(13, 6) + decimal(12, 5)` results in `decimal(14, 6)` In the following query: ``` create table foo(a decimal(12, 5), b decimal(12, 6)) using orc select sum(coalesce(a+b+ 1.75, a)) from foo ``` At first `coalesce(a+b+ 1.75, a)` is resolved as `coalesce(a+b+ 1.75, cast(a as decimal(15, 6))`. In the canonicalized version, the expression becomes `coalesce(1.75+b+a, cast(a as decimal(15, 6))`. As explained above, `1.75+b+a` is of decimal(14, 6), which is different from `cast(a as decimal(15, 6)`. Thus the following error will happen: {code:java} java.lang.IllegalArgumentException: requirement failed: All input types must be the same except nullable, containsNull, valueContainsNull flags. The input types found are DecimalType(14,6) DecimalType(15,6) at scala.Predef$.require(Predef.scala:281) at org.apache.spark.sql.catalyst.expressions.ComplexTypeMergingExpression.dataTypeCheck(Expression.scala:1149) at org.apache.spark.sql.catalyst.expressions.ComplexTypeMergingExpression.dataTypeCheck$(Expression.scala:1143) {code} -- This message was sent by Atlassian Jira (v8.20.10#820010) --------------------------------------------------------------------- To unsubscribe, e-mail: issues-unsubscr...@spark.apache.org For additional commands, e-mail: issues-h...@spark.apache.org