anchovYu commented on code in PR #41864:
URL: https://github.com/apache/spark/pull/41864#discussion_r1263066825


##########
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/maskExpressions.scala:
##########
@@ -321,3 +322,21 @@ object Mask {
     }
   }
 }
+
+object MaskExpressionBuilder extends ExpressionBuilder {
+  override def functionSignature: Option[FunctionSignature] = {
+    val strArg = NamedArgument("str")
+    val upperCharArg = NamedArgument("upperChar", 
Some(Literal(Mask.MASKED_UPPERCASE)))
+    val lowerCharArg = NamedArgument("lowerChar", 
Some(Literal(Mask.MASKED_LOWERCASE)))
+    val digitCharArg = NamedArgument("digitChar", 
Some(Literal(Mask.MASKED_DIGIT)))
+    val otherCharArg = NamedArgument("otherChar", 
Some(Literal(Mask.MASKED_IGNORE)))

Review Comment:
   Existing constructors on mask adds a type information: 
`Literal(Mask.MASKED_IGNORE, StringType))`. Could you change it?



##########
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/plans/logical/FunctionBuilderBase.scala:
##########
@@ -0,0 +1,166 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *    http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.spark.sql.catalyst.plans.logical
+
+import org.apache.spark.sql.catalyst.expressions.{Expression, 
NamedArgumentExpression}
+import org.apache.spark.sql.errors.QueryCompilationErrors
+
+trait FunctionBuilderBase[T] {
+  /**
+   * A method that returns the signatures of overloads that are associated 
with this function.
+   * Each function signature includes a list of parameters to which the 
analyzer can
+   * compare a function call with provided arguments to determine if that 
function
+   * call is a match for the function signature.
+   *
+   * @return a list of function signatures
+   */
+  def functionSignatures: Option[Seq[FunctionSignature]] = None
+
+  /**
+   * This function rearranges the arguments provided during function 
invocation in positional order
+   * according to the function signature. This method will fill in the default 
values if optional
+   * parameters do not have their values specified. Any function which 
supports named arguments
+   * will have this routine invoked, even if no named arguments are present in 
the argument list.
+   * This is done to eliminate constructor overloads in some methods which use 
them for default
+   * values prior to the implementation of the named argument framework. This 
function will also
+   * check if the number of arguments are correct. If that is not the case, 
then an error will be
+   * thrown.
+   *
+   * IMPORTANT: This method will be called before the 
[[FunctionBuilderBase.build]] method is
+   * invoked. It is guaranteed that the expressions provided to the 
[[FunctionBuilderBase.build]]
+   * functions forms a valid set of argument expressions that can be used in 
the construction of
+   * the function expression.
+   *
+   * @param expectedSignature The method signature which we rearrange our 
arguments according to
+   * @param providedArguments The list of arguments passed from function 
invocation
+   * @param functionName The name of the function
+   * @return The rearranged argument list with arguments in positional order
+   */
+  def rearrange(
+                 expectedSignature: FunctionSignature,
+                 providedArguments: Seq[Expression],
+                 functionName: String) : Seq[Expression] = {
+    NamedArgumentsSupport.defaultRearrange(expectedSignature, 
providedArguments, functionName)
+  }
+
+  def build(funcName: String, expressions: Seq[Expression]): T
+}
+
+object NamedArgumentsSupport {
+  /**
+   * This method is the default routine which rearranges the arguments in 
positional order according
+   * to the function signature provided. This will also fill in any default 
values that exists for
+   * optional arguments. This method will also be invoked even if there are no 
named arguments in
+   * the argument list.
+   *
+   * @param functionSignature The function signature that defines the 
positional ordering
+   * @param args The argument list provided in function invocation
+   * @param functionName The name of the function
+   * @return A list of arguments rearranged in positional order defined by the 
provided signature
+   */
+  final def defaultRearrange(
+      functionSignature: FunctionSignature,
+      args: Seq[Expression],
+      functionName: String): Seq[Expression] = {
+    val parameters: Seq[NamedArgument] = functionSignature.parameters
+    if (parameters.dropWhile(_.default.isEmpty).exists(_.default.isEmpty)) {
+      throw 
QueryCompilationErrors.unexpectedRequiredParameterInFunctionSignature(
+        functionName, functionSignature)
+    }
+
+    val (positionalArgs, namedArgs) = 
args.span(!_.isInstanceOf[NamedArgumentExpression])
+    val namedParameters: Seq[NamedArgument] = 
parameters.drop(positionalArgs.size)
+
+    // The following loop checks for the following:
+    // 1. Unrecognized parameter names
+    // 2. Duplicate routine parameter assignments
+    val allParameterNames: Seq[String] = parameters.map(_.name)
+    val parameterNamesSet: Set[String] = allParameterNames.toSet
+    val positionalParametersSet = 
allParameterNames.take(positionalArgs.size).toSet
+    val namedParametersSet = collection.mutable.Set[String]()
+
+    for (arg <- namedArgs) {
+      arg match {
+        case namedArg: NamedArgumentExpression =>
+          val parameterName = namedArg.key
+          if (!parameterNamesSet.contains(parameterName)) {
+            throw 
QueryCompilationErrors.unrecognizedParameterName(functionName, namedArg.key,
+              parameterNamesSet.toSeq)
+          }
+          if (positionalParametersSet.contains(parameterName)) {
+            throw 
QueryCompilationErrors.positionalAndNamedArgumentDoubleReference(
+              functionName, namedArg.key)
+          }
+          if (namedParametersSet.contains(parameterName)) {
+            throw QueryCompilationErrors.doubleNamedArgumentReference(
+              functionName, namedArg.key)
+          }
+          namedParametersSet.add(namedArg.key)
+        case _ =>
+          throw 
QueryCompilationErrors.unexpectedPositionalArgument(functionName)
+      }
+    }
+
+    // Check argument list size against provided parameter list length
+    if (parameters.size < args.length) {

Review Comment:
   Thanks. Could you add one for mask in the bunch of error cases in the e2e 
tests?



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