Jackie-Jiang commented on code in PR #10991:
URL: https://github.com/apache/pinot/pull/10991#discussion_r1253942094


##########
pinot-segment-local/src/main/java/org/apache/pinot/segment/local/utils/SchemaUtils.java:
##########
@@ -95,8 +101,14 @@ public static void validate(Schema schema, 
List<TableConfig> tableConfigs) {
    * 6) Schema validations from {@link Schema#validate}
    */
   public static void validate(Schema schema) {
+    validate(schema, false);
+  }
+
+  public static void validate(Schema schema, boolean isIgnoreCase) {
     schema.validate();
 
+    List allColumnName = schema.getColumnNames().stream().map(column -> 
column.toLowerCase())
+      .collect(Collectors.toList());

Review Comment:
   We need to create this List only when `isIgnoreCase` is set to `true`. To 
make it more efficient, we can simply check while adding columns
   ```suggestion
       if (isIgnoreCase) {
         Set<String> lowerCaseColumnNames = new HashSet<>;
         for (String column : schema.getColumnNames()) {
           
Preconditions.checkState(lowerCaseColumnNames.add(column.toLowerCase()), ...);
         }
       }
       List allColumnName = schema.getColumnNames().stream().map(column -> 
column.toLowerCase())
         .collect(Collectors.toList());
   ```



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