chenhao-db commented on code in PR #45708:
URL: https://github.com/apache/spark/pull/45708#discussion_r1541767305
##########
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/variant/variantExpressions.scala:
##########
@@ -63,3 +70,300 @@ case class ParseJson(child: Expression) extends
UnaryExpression
override protected def withNewChildInternal(newChild: Expression): ParseJson
=
copy(child = newChild)
}
+
+// A path segment in the `VariantGet` expression. It represents either an
object key access (when
+// `key` is not null) or an array index access (when `key` is null).
+case class PathSegment(key: String, index: Int)
+
+object VariantPathParser extends RegexParsers {
+ private def root: Parser[Char] = '$'
+
+ // Parse index segment like `[123]`.
+ private def index: Parser[PathSegment] =
+ for {
+ index <- '[' ~> "\\d+".r <~ ']'
+ } yield {
+ PathSegment(null, index.toInt)
+ }
+
+ // Parse key segment like `.name`, `['name']`, or `["name"]`.
+ private def key: Parser[PathSegment] =
+ for {
+ key <- '.' ~> "[^\\.\\[]+".r | "['" ~> "[^\\'\\?]+".r <~ "']" |
+ "[\"" ~> "[^\\\"\\?]+".r <~ "\"]"
+ } yield {
+ PathSegment(key, 0)
+ }
+
+ private val parser: Parser[List[PathSegment]] = phrase(root ~> rep(key |
index))
+
+ def parse(str: String): Option[Array[PathSegment]] = {
+ this.parseAll(parser, str) match {
+ case Success(result, _) => Some(result.toArray)
+ case _ => None
+ }
+ }
+}
+
+/**
+ * The implementation for `variant_get` and `try_variant_get` expressions.
Extracts a sub-variant
+ * value according to a path and cast it into a concrete data type.
+ * @param child The source variant value to extract from.
+ * @param path A literal path expression. It has the same format as the JSON
path.
+ * @param schema The target data type to cast into.
+ * @param failOnError Controls whether the expression should throw an
exception or return null if
+ * the cast fails.
+ * @param timeZoneId A string identifier of a time zone. It is required by
timestamp-related casts.
+ */
+case class VariantGet(
+ child: Expression,
+ path: Expression,
+ schema: DataType,
+ failOnError: Boolean,
+ timeZoneId: Option[String] = None)
+ extends BinaryExpression
+ with TimeZoneAwareExpression
+ with NullIntolerant
+ with ExpectsInputTypes
+ with CodegenFallback
+ with QueryErrorsBase {
+ override def checkInputDataTypes(): TypeCheckResult = {
+ val check = super.checkInputDataTypes()
+ if (check.isFailure) {
+ check
+ } else if (!path.foldable) {
+ DataTypeMismatch(
+ errorSubClass = "NON_FOLDABLE_INPUT",
+ messageParameters = Map(
+ "inputName" -> toSQLId("path"),
+ "inputType" -> toSQLType(path.dataType),
+ "inputExpr" -> toSQLExpr(path)
+ )
+ )
+ } else if (!VariantGet.checkDataType(schema)) {
+ DataTypeMismatch(
+ errorSubClass = "CAST_WITHOUT_SUGGESTION",
+ messageParameters = Map(
+ "srcType" -> toSQLType(VariantType),
+ "targetType" -> toSQLType(schema)
+ )
+ )
+ } else {
+ TypeCheckResult.TypeCheckSuccess
+ }
+ }
+
+ override lazy val dataType: DataType = schema.asNullable
+
+ @transient private lazy val parsedPath = {
+ val pathValue = path.eval().toString
+ VariantPathParser.parse(pathValue).getOrElse {
+ throw QueryExecutionErrors.invalidVariantGetPath(pathValue, prettyName)
+ }
+ }
+
+ final override def nodePatternsInternal(): Seq[TreePattern] =
Seq(VARIANT_GET)
+
+ override def inputTypes: Seq[AbstractDataType] = Seq(VariantType, StringType)
+
+ override def prettyName: String = if (failOnError) "variant_get" else
"try_variant_get"
+
+ override def nullable: Boolean = true
+
+ protected override def nullSafeEval(input: Any, path: Any): Any = {
Review Comment:
I have done some experiments with the `StaticInvoke` approach. Suppose I
have encapsulated the `VariantGet` implementation into the following function:
```
case object VariantGetCodegen {
def variantGet(input: VariantVal, parsedPath: Array[PathSegment],
dataType: DataType, failOnError: Boolean, zoneId:
Option[String]): Any = {...}
}
```
and make `VariantGet` a `RuntimeReplaceable` expression with a replacement
of `StaticInvoke` that invokes `VariantGetCodegen.variantGet`. It still won't
directly work because the codegen logic of `StaticInvoke` assumes the return
type of the method directly matches the return type, but the return type of
`VariantGetCodegen.variantGet` is `Any`.
In order to make it work, I have to create a wrapper for each return type,
like:
```
case object VariantGetCodegen {
def variantGetByte(input: VariantVal, parsedPath: Array[PathSegment],
dataType: DataType, failOnError: Boolean, zoneId:
Option[String]): Byte =
variantGet(input, parsedPath. dataType, failOnError,
zoneId).asInstanceOf[Byte]
def variantGetShort(input: VariantVal, parsedPath: Array[PathSegment],
dataType: DataType, failOnError: Boolean, zoneId:
Option[String]): Short =
variantGet(input, parsedPath. dataType, failOnError,
zoneId).asInstanceOf[Short]
def variantGetStruct(input: VariantVal, parsedPath: Array[PathSegment],
dataType: DataType, failOnError: Boolean, zoneId:
Option[String]): InternalRow =
variantGet(input, parsedPath. dataType, failOnError,
zoneId).asInstanceOf[InternalRow]
...
}
```
and pick one method according to the return type. It is very cumbersome and
doesn't really avoid any boxing/unboxing costs.
On the other hand, if we have this `VariantGetCodegen.variantGet` method, it
is reasonably easy to write the codegen by hand. I just need to cast the return
value of this method into the desired type. The whole point of using
`StaticInvoke` is to simplify the implementation, but I think it actually makes
the implementation much more complex.
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