the-other-tim-brown commented on code in PR #518:
URL: https://github.com/apache/incubator-xtable/pull/518#discussion_r1767828234


##########
xtable-core/src/test/java/org/apache/xtable/ITConversionController.java:
##########
@@ -100,6 +108,8 @@ public class ITConversionController {
   @TempDir public static Path tempDir;
   private static final DateTimeFormatter DATE_FORMAT =
       DateTimeFormatter.ofPattern("yyyy-MM-dd 
HH:mm:ss.SSS").withZone(ZoneId.of("UTC"));
+  // Compile the Base64 regex pattern once for reuse
+  private static final Pattern BASE64_PATTERN = 
Pattern.compile("^[A-Za-z0-9+/]+={0,2}$");

Review Comment:
   Can you add `UUID` to the name so it's clear what it is the base 64 version 
of?



##########
xtable-core/src/test/java/org/apache/xtable/ITConversionController.java:
##########
@@ -797,15 +868,55 @@ private void checkDatasetEquivalence(
             // if count is not known ahead of time, ensure datasets are 
non-empty
             assertFalse(dataset1Rows.isEmpty());
           }
+          // Process UUID for the diff in Iceberg and Delta to make test smooth
+          // Iceberg supports UUIDs directly, while Delta represents them as 
binary
+          List<String> processedDataset1Rows = processUUID(dataset1Rows);
+          List<String> processedDataset2Rows = processUUID(dataset2Rows);
           assertEquals(
-              dataset1Rows,
-              dataset2Rows,
+              processedDataset1Rows,
+              processedDataset2Rows,
               String.format(
                   "Datasets are not equivalent when reading from Spark. 
Source: %s, Target: %s",
                   sourceFormat, format));
         });
   }
 
+  // converting Base64-encoded UUID fields from Delta to their UUID string 
representations for
+  // testing
+  private List<String> processUUID(List<String> rows) {
+    ObjectMapper objectMapper = new ObjectMapper();

Review Comment:
   The instance is thread safe so you can define a static constant for this in 
the test class



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