Github user chenghao-intel commented on a diff in the pull request:
https://github.com/apache/spark/pull/6107#discussion_r30379156
--- Diff:
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/Analyzer.scala
---
@@ -521,66 +525,89 @@ class Analyzer(
}
/**
- * When a SELECT clause has only a single expression and that expression
is a
- * [[catalyst.expressions.Generator Generator]] we convert the
- * [[catalyst.plans.logical.Project Project]] to a
[[catalyst.plans.logical.Generate Generate]].
+ * Rewrites table generating expressions that either need one or more of
the following in order
+ * to be resolved:
+ * - concrete attribute references for their output.
+ * - to be relocated from a SELECT clause (i.e. from a [[Project]])
into a [[Generate]]).
+ *
+ * Names for the output [[Attributes]] are extracted from [[Alias]] or
[[MultiAlias]] expressions
+ * that wrap the [[Generator]]. If more than one [[Generator]] is found
in a Project, an
+ * [[AnalysisException]] is throw.
*/
- object ImplicitGenerate extends Rule[LogicalPlan] {
+ object ResolveGenerate extends Rule[LogicalPlan] {
def apply(plan: LogicalPlan): LogicalPlan = plan transform {
- case Project(Seq(Alias(g: Generator, name)), child) =>
- Generate(g, join = false, outer = false,
- qualifier = None, UnresolvedAttribute(name) :: Nil, child)
- case Project(Seq(MultiAlias(g: Generator, names)), child) =>
- Generate(g, join = false, outer = false,
- qualifier = None, names.map(UnresolvedAttribute(_)), child)
+ case p: Generate if !p.child.resolved || !p.generator.resolved => p
+ case g: Generate if g.resolved == false =>
+ g.copy(
+ generatorOutput = makeGeneratorOutput(g.generator,
g.generatorOutput.map(_.name)))
+
+ case p @ Project(projectList, child) =>
+ // Holds the resolved generator, if one exists in the project list.
+ var resolvedGenerator: Generate = null
+
+ val newProjectList = projectList.flatMap {
+ case AliasedGenerator(generator, names) if
generator.childrenResolved =>
+ if (resolvedGenerator != null) {
+ failAnalysis(
+ s"Only one generator allowed per select but
${resolvedGenerator.nodeName} and " +
+ s"and ${generator.nodeName} found.")
+ }
+
+ resolvedGenerator =
+ Generate(
+ generator,
+ join = projectList.size > 1, // Only join if there are
other expressions in SELECT.
--- End diff --
Probably not necessary, actually we should throw exception if
`prolectList.size > 1`
e.g.
```sql
select key, explode(map(value, key)) from src;
```
We should throw exception instead.
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