srielau commented on code in PR #52334:
URL: https://github.com/apache/spark/pull/52334#discussion_r2426377757


##########
sql/api/src/main/scala/org/apache/spark/sql/catalyst/parser/PositionMapper.scala:
##########
@@ -0,0 +1,180 @@
+/*
+ * 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.parser
+
+/**
+ * Case class representing a text substitution.
+ */
+case class Substitution(start: Int, end: Int, replacement: String)
+
+/**
+ * Represents a range mapping from substituted positions to original 
positions. This is used for
+ * efficient O(k) position mapping where k = number of substitutions.
+ *
+ * @param substitutedStart
+ *   Start position in substituted text (inclusive)
+ * @param substitutedEnd
+ *   End position in substituted text (exclusive)
+ * @param originalStart
+ *   Start position in original text
+ * @param offsetDelta
+ *   Offset difference between original and substituted positions
+ */
+case class PositionRange(
+    substitutedStart: Int,
+    substitutedEnd: Int,
+    originalStart: Int,
+    offsetDelta: Int)
+
+/**
+ * Maps positions between original SQL text and substituted SQL text using 
sparse ranges.
+ *
+ * This implementation uses O(k) space and O(log k) lookup time where k = 
number of substitutions,
+ * instead of the previous O(n) space where n = SQL text length.

Review Comment:
   Fixed



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