[SPARK-48658][SQL] Encode/Decode functions report coding errors inste…

…ad of mojibake for unmappable characters

### What changes were proposed in this pull request?
This PR makes encode/decode functions report coding errors instead of mojibake for unmappable characters, take `select encode('渭城朝雨浥轻尘', 'US-ASCII')` as an example

Before this PR，

```sql
???????
```
After this PR，
```json
org.apache.spark.SparkRuntimeException
{
  "errorClass" : "MALFORMED_CHARACTER_CODING",
  "sqlState" : "22000",
  "messageParameters" : {
    "charset" : "US-ASCII",
    "function" : "`encode`"
  }
}
```

### Why are the changes needed?

Improve data quality.

### Does this PR introduce _any_ user-facing change?

Yes.

When set spark.sql.legacy.codingErrorAction to true, encode/decode functions replace unmappable characters with mojibake instead of reporting coding errors.

### How was this patch tested?

new unit tests
### Was this patch authored or co-authored using generative AI tooling?
no

Closes apache#47017 from yaooqinn/SPARK-48658.

Authored-by: Kent Yao <[email protected]>
Signed-off-by: Kent Yao <[email protected]>

common/utils/src/main/resources/error/error-conditions.json

@@ -3006,6 +3006,12 @@
     ],
     "sqlState" : "42710"
   },
+  "MALFORMED_CHARACTER_CODING" : {
+    "message" : [
+      "Invalid value found when performing <function> with <charset>"
+    ],
+    "sqlState" : "22000"
+  },
   "MALFORMED_CSV_RECORD" : {
     "message" : [
       "Malformed CSV record: <badRecord>"

connector/connect/common/src/test/resources/query-tests/explain-results/function_decode.explain

@@ -1,2 +1,2 @@
-Project [decode(cast(g#0 as binary), UTF-8, false) AS decode(g, UTF-8)#0]
+Project [staticinvoke(class org.apache.spark.sql.catalyst.expressions.StringDecode, StringType, decode, cast(g#0 as binary), UTF-8, false, false, BinaryType, StringTypeAnyCollation, BooleanType, BooleanType, true, true, true) AS decode(g, UTF-8)#0]
 +- LocalRelation <empty>, [id#0L, a#0, b#0, d#0, e#0, f#0, g#0]

connector/connect/common/src/test/resources/query-tests/explain-results/function_encode.explain

@@ -1,2 +1,2 @@
-Project [encode(g#0, UTF-8, false) AS encode(g, UTF-8)#0]
+Project [staticinvoke(class org.apache.spark.sql.catalyst.expressions.Encode, BinaryType, encode, g#0, UTF-8, false, false, StringTypeAnyCollation, StringTypeAnyCollation, BooleanType, BooleanType, true, true, true) AS encode(g, UTF-8)#0]
 +- LocalRelation <empty>, [id#0L, a#0, b#0, d#0, e#0, f#0, g#0]

connector/connect/common/src/test/resources/query-tests/explain-results/function_to_binary_with_format.explain

@@ -1,2 +1,2 @@
-Project [encode(g#0, UTF-8, false) AS to_binary(g, utf-8)#0]
+Project [staticinvoke(class org.apache.spark.sql.catalyst.expressions.Encode, BinaryType, encode, g#0, UTF-8, false, false, StringTypeAnyCollation, StringTypeAnyCollation, BooleanType, BooleanType, true, true, true) AS to_binary(g, utf-8)#0]
 +- LocalRelation <empty>, [id#0L, a#0, b#0, d#0, e#0, f#0, g#0]

sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/stringExpressions.scala

@@ -17,14 +17,16 @@
 
 package org.apache.spark.sql.catalyst.expressions
 
-import java.io.UnsupportedEncodingException
+import java.nio.{ByteBuffer, CharBuffer}
+import java.nio.charset.{CharacterCodingException, Charset, CodingErrorAction, IllegalCharsetNameException, UnsupportedCharsetException}
 import java.text.{BreakIterator, DecimalFormat, DecimalFormatSymbols}
 import java.util.{Base64 => JBase64}
 import java.util.{HashMap, Locale, Map => JMap}
 
 import scala.collection.mutable.ArrayBuffer
 
 import org.apache.spark.QueryContext
+import org.apache.spark.network.util.JavaUtils
 import org.apache.spark.sql.catalyst.InternalRow
 import org.apache.spark.sql.catalyst.analysis.{ExpressionBuilder, FunctionRegistry, TypeCheckResult}
 import org.apache.spark.sql.catalyst.analysis.TypeCheckResult.DataTypeMismatch
@@ -2716,62 +2718,69 @@ case class Decode(params: Seq[Expression], replacement: Expression)
   since = "1.5.0",
   group = "string_funcs")
 // scalastyle:on line.size.limit
-case class StringDecode(bin: Expression, charset: Expression, legacyCharsets: Boolean)
-  extends BinaryExpression with ImplicitCastInputTypes with NullIntolerant {
+case class StringDecode(
+    bin: Expression,
+    charset: Expression,
+    legacyCharsets: Boolean,
+    legacyErrorAction: Boolean)
+  extends RuntimeReplaceable with ImplicitCastInputTypes {
 
   def this(bin: Expression, charset: Expression) =
-    this(bin, charset, SQLConf.get.legacyJavaCharsets)
+    this(bin, charset, SQLConf.get.legacyJavaCharsets, SQLConf.get.legacyCodingErrorAction)
 
-  override def left: Expression = bin
-  override def right: Expression = charset
   override def dataType: DataType = SQLConf.get.defaultStringType
   override def inputTypes: Seq[AbstractDataType] = Seq(BinaryType, StringTypeAnyCollation)
+  override def prettyName: String = "decode"
+  override def toString: String = s"$prettyName($bin, $charset)"
 
-  private val supportedCharsets = Set(
-    "US-ASCII", "ISO-8859-1", "UTF-8", "UTF-16BE", "UTF-16LE", "UTF-16", "UTF-32")
-
-  protected override def nullSafeEval(input1: Any, input2: Any): Any = {
-    val fromCharset = input2.asInstanceOf[UTF8String].toString
-    try {
-      if (legacyCharsets || supportedCharsets.contains(fromCharset.toUpperCase(Locale.ROOT))) {
-        UTF8String.fromString(new String(input1.asInstanceOf[Array[Byte]], fromCharset))
-      } else throw new UnsupportedEncodingException
-    } catch {
-      case _: UnsupportedEncodingException =>
-        throw QueryExecutionErrors.invalidCharsetError(prettyName, fromCharset)
-    }
-  }
-
-  override def doGenCode(ctx: CodegenContext, ev: ExprCode): ExprCode = {
-    nullSafeCodeGen(ctx, ev, (bytes, charset) => {
-      val fromCharset = ctx.freshName("fromCharset")
-      val sc = JavaCode.global(
-        ctx.addReferenceObj("supportedCharsets", supportedCharsets),
-        supportedCharsets.getClass)
-      s"""
-        String $fromCharset = $charset.toString();
-        try {
-          if ($legacyCharsets || $sc.contains($fromCharset.toUpperCase(java.util.Locale.ROOT))) {
-            ${ev.value} = UTF8String.fromString(new String($bytes, $fromCharset));
-          } else {
-            throw new java.io.UnsupportedEncodingException();
-          }
-        } catch (java.io.UnsupportedEncodingException e) {
-          throw QueryExecutionErrors.invalidCharsetError("$prettyName", $fromCharset);
-        }
-      """
-    })
-  }
-
-  override protected def withNewChildrenInternal(
-      newLeft: Expression, newRight: Expression): StringDecode =
-    copy(bin = newLeft, charset = newRight)
+  override def replacement: Expression = StaticInvoke(
+    classOf[StringDecode],
+    SQLConf.get.defaultStringType,
+    "decode",
+    Seq(bin, charset, Literal(legacyCharsets), Literal(legacyErrorAction)),
+    Seq(BinaryType, StringTypeAnyCollation, BooleanType, BooleanType))
 
-  override def prettyName: String = "decode"
+  override def children: Seq[Expression] = Seq(bin, charset)
+  override protected def withNewChildrenInternal(newChildren: IndexedSeq[Expression]): Expression =
+    copy(bin = newChildren(0), charset = newChildren(1))
 }
 
 object StringDecode {
   def apply(bin: Expression, charset: Expression): StringDecode = new StringDecode(bin, charset)
+  def decode(
+      input: Array[Byte],
+      charset: UTF8String,
+      legacyCharsets: Boolean,
+      legacyErrorAction: Boolean): UTF8String = {
+    val fromCharset = charset.toString
+    if (legacyCharsets || Encode.VALID_CHARSETS.contains(fromCharset.toUpperCase(Locale.ROOT))) {
+      val decoder = try {
+        val codingErrorAction = if (legacyErrorAction) {
+          CodingErrorAction.REPLACE
+        } else {
+          CodingErrorAction.REPORT
+        }
+        Charset.forName(fromCharset)
+          .newDecoder()
+          .onMalformedInput(codingErrorAction)
+          .onUnmappableCharacter(codingErrorAction)
+      } catch {
+        case _: IllegalCharsetNameException |
+             _: UnsupportedCharsetException |
+             _: IllegalArgumentException =>
+          throw QueryExecutionErrors.invalidCharsetError("decode", fromCharset)
+      }
+      try {
+        val cb = decoder.decode(ByteBuffer.wrap(input))
+        UTF8String.fromString(cb.toString)
+      } catch {
+        case _: CharacterCodingException =>
+          throw QueryExecutionErrors.malformedCharacterCoding("decode", fromCharset)
+      }
+    } else {
+      throw QueryExecutionErrors.invalidCharsetError("decode", fromCharset)
+    }
+  }
 }
 
 /**
@@ -2793,59 +2802,76 @@ object StringDecode {
   since = "1.5.0",
   group = "string_funcs")
 // scalastyle:on line.size.limit
-case class Encode(str: Expression, charset: Expression, legacyCharsets: Boolean)
-  extends BinaryExpression with ImplicitCastInputTypes with NullIntolerant {
+case class Encode(
+    str: Expression,
+    charset: Expression,
+    legacyCharsets: Boolean,
+    legacyErrorAction: Boolean)
+  extends RuntimeReplaceable with ImplicitCastInputTypes {
 
   def this(value: Expression, charset: Expression) =
-    this(value, charset, SQLConf.get.legacyJavaCharsets)
+    this(value, charset, SQLConf.get.legacyJavaCharsets, SQLConf.get.legacyCodingErrorAction)
 
-  override def left: Expression = str
-  override def right: Expression = charset
   override def dataType: DataType = BinaryType
   override def inputTypes: Seq[AbstractDataType] =
     Seq(StringTypeAnyCollation, StringTypeAnyCollation)
 
-  private val supportedCharsets = Set(
-    "US-ASCII", "ISO-8859-1", "UTF-8", "UTF-16BE", "UTF-16LE", "UTF-16", "UTF-32")
-
-  protected override def nullSafeEval(input1: Any, input2: Any): Any = {
-    val toCharset = input2.asInstanceOf[UTF8String].toString
-    try {
-      if (legacyCharsets || supportedCharsets.contains(toCharset.toUpperCase(Locale.ROOT))) {
-        input1.asInstanceOf[UTF8String].toString.getBytes(toCharset)
-      } else throw new UnsupportedEncodingException
-    } catch {
-      case _: UnsupportedEncodingException =>
-        throw QueryExecutionErrors.invalidCharsetError(prettyName, toCharset)
-    }
-  }
+  override val replacement: Expression = StaticInvoke(
+    classOf[Encode],
+    BinaryType,
+    "encode",
+    Seq(
+      str, charset, Literal(legacyCharsets, BooleanType), Literal(legacyErrorAction, BooleanType)),
+    Seq(StringTypeAnyCollation, StringTypeAnyCollation, BooleanType, BooleanType))
 
-  override def doGenCode(ctx: CodegenContext, ev: ExprCode): ExprCode = {
-    nullSafeCodeGen(ctx, ev, (string, charset) => {
-      val toCharset = ctx.freshName("toCharset")
-      val sc = JavaCode.global(
-        ctx.addReferenceObj("supportedCharsets", supportedCharsets),
-        supportedCharsets.getClass)
-      s"""
-        String $toCharset = $charset.toString();
-        try {
-          if ($legacyCharsets || $sc.contains($toCharset.toUpperCase(java.util.Locale.ROOT))) {
-            ${ev.value} = $string.toString().getBytes($toCharset);
-          } else {
-            throw new java.io.UnsupportedEncodingException();
-          }
-        } catch (java.io.UnsupportedEncodingException e) {
-          throw QueryExecutionErrors.invalidCharsetError("$prettyName", $toCharset);
-        }"""
-    })
-  }
+  override def toString: String = s"$prettyName($str, $charset)"
 
-  override protected def withNewChildrenInternal(
-    newLeft: Expression, newRight: Expression): Encode = copy(str = newLeft, charset = newRight)
+  override def children: Seq[Expression] = Seq(str, charset)
+
+  override protected def withNewChildrenInternal(newChildren: IndexedSeq[Expression]): Expression =
+    copy(str = newChildren.head, charset = newChildren(1))
 }
 
 object Encode {
   def apply(value: Expression, charset: Expression): Encode = new Encode(value, charset)
+
+  private[expressions] final lazy val VALID_CHARSETS =
+    Set("US-ASCII", "ISO-8859-1", "UTF-8", "UTF-16BE", "UTF-16LE", "UTF-16", "UTF-32")
+
+  def encode(
+      input: UTF8String,
+      charset: UTF8String,
+      legacyCharsets: Boolean,
+      legacyErrorAction: Boolean): Array[Byte] = {
+    val toCharset = charset.toString
+    if (legacyCharsets || VALID_CHARSETS.contains(toCharset.toUpperCase(Locale.ROOT))) {
+      val encoder = try {
+        val codingErrorAction = if (legacyErrorAction) {
+          CodingErrorAction.REPLACE
+        } else {
+          CodingErrorAction.REPORT
+        }
+        Charset.forName(toCharset)
+          .newEncoder()
+          .onMalformedInput(codingErrorAction)
+          .onUnmappableCharacter(codingErrorAction)
+      } catch {
+        case _: IllegalCharsetNameException |
+             _: UnsupportedCharsetException |
+             _: IllegalArgumentException =>
+          throw QueryExecutionErrors.invalidCharsetError("encode", toCharset)
+      }
+      try {
+        val bb = encoder.encode(CharBuffer.wrap(input.toString))
+        JavaUtils.bufferToArray(bb)
+      } catch {
+        case _: CharacterCodingException =>
+          throw QueryExecutionErrors.malformedCharacterCoding("encode", toCharset)
+      }
+    } else {
+      throw QueryExecutionErrors.invalidCharsetError("encode", toCharset)
+    }
+  }
 }
 
 /**

sql/catalyst/src/main/scala/org/apache/spark/sql/errors/QueryExecutionErrors.scala

@@ -2741,6 +2741,14 @@ private[sql] object QueryExecutionErrors extends QueryErrorsBase with ExecutionE
         "charset" -> charset))
   }
 
+  def malformedCharacterCoding(functionName: String, charset: String): RuntimeException = {
+    new SparkRuntimeException(
+      errorClass = "MALFORMED_CHARACTER_CODING",
+      messageParameters = Map(
+        "function" -> toSQLId(functionName),
+        "charset" -> charset))
+  }
+
   def invalidWriterCommitMessageError(details: String): Throwable = {
     new SparkRuntimeException(
       errorClass = "INVALID_WRITER_COMMIT_MESSAGE",

sql/catalyst/src/main/scala/org/apache/spark/sql/internal/SQLConf.scala

@@ -5018,6 +5018,14 @@ object SQLConf {
     .booleanConf
     .createWithDefault(false)
 
+  val LEGACY_CODING_ERROR_ACTION = buildConf("spark.sql.legacy.codingErrorAction")
+    .internal()
+    .doc("When set to true, encode/decode functions replace unmappable characters with mojibake " +
+      "instead of reporting coding errors.")
+    .version("4.0.0")
+    .booleanConf
+    .createWithDefault(false)
+
   val LEGACY_EVAL_CURRENT_TIME = buildConf("spark.sql.legacy.earlyEvalCurrentTime")
     .internal()
     .doc("When set to true, evaluation and constant folding will happen for now() and " +
@@ -5994,6 +6002,8 @@ class SQLConf extends Serializable with Logging with SqlApiConf {
 
   def legacyJavaCharsets: Boolean = getConf(SQLConf.LEGACY_JAVA_CHARSETS)
 
+  def legacyCodingErrorAction: Boolean = getConf(SQLConf.LEGACY_CODING_ERROR_ACTION)
+
   def legacyEvalCurrentTime: Boolean = getConf(SQLConf.LEGACY_EVAL_CURRENT_TIME)
 
   /** ********************** SQLConf functionality methods ************ */

sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/expressions/CodeGenerationSuite.scala

@@ -104,7 +104,7 @@ class CodeGenerationSuite extends SparkFunSuite with ExpressionEvalHelper {
   test("SPARK-22543: split large if expressions into blocks due to JVM code size limit") {
     var strExpr: Expression = Literal("abc")
     for (_ <- 1 to 150) {
-      strExpr = StringDecode(Encode(strExpr, "utf-8"), "utf-8")
+      strExpr = StringTrimRight(StringTrimLeft(strExpr))
     }
 
     val expressions = Seq(If(EqualTo(strExpr, strExpr), strExpr, strExpr))

sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/expressions/ExpressionEvalHelper.scala

@@ -71,10 +71,15 @@ trait ExpressionEvalHelper extends ScalaCheckDrivenPropertyChecks with PlanTestB
     new ArrayBasedMapData(keyArray, valueArray)
   }
 
+  protected def replace(expr: Expression): Expression = expr match {
+    case r: RuntimeReplaceable => replace(r.replacement)
+    case _ => expr.mapChildren(replace)
+  }
+
   private def prepareEvaluation(expression: Expression): Expression = {
     val serializer = new JavaSerializer(new SparkConf()).newInstance()
     val resolver = ResolveTimeZone
-    val expr = resolver.resolveTimeZones(expression)
+    val expr = resolver.resolveTimeZones(replace(expression))
     assert(expr.resolved)
     serializer.deserialize(serializer.serialize(expr))
   }

sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/expressions/StringExpressionsSuite.scala

@@ -505,8 +505,8 @@ class StringExpressionsSuite extends SparkFunSuite with ExpressionEvalHelper {
     checkEvaluation(StringDecode(b, Literal.create(null, StringType)), null, create_row(null))
 
     // Test escaping of charset
-    GenerateUnsafeProjection.generate(Encode(a, Literal("\"quote")) :: Nil)
-    GenerateUnsafeProjection.generate(StringDecode(b, Literal("\"quote")) :: Nil)
+    GenerateUnsafeProjection.generate(Encode(a, Literal("\"quote")).replacement :: Nil)
+    GenerateUnsafeProjection.generate(StringDecode(b, Literal("\"quote")).replacement :: Nil)
   }
 
   test("initcap unit test") {