huaxingao commented on code in PR #13167:
URL: https://github.com/apache/iceberg/pull/13167#discussion_r2153733314


##########
spark/v4.0/spark/src/test/java/org/apache/iceberg/spark/sql/TestStoragePartitionedJoins.java:
##########
@@ -549,6 +555,146 @@ public void testJoinsWithMismatchingPartitionKeys() {
         tableName(OTHER_TABLE_NAME));
   }
 
+  @TestTemplate
+  public void testJoinsCompatibleBucketNumbers() {
+    sql(
+        "CREATE TABLE %s (id BIGINT, int_col INT, dep STRING)"
+            + "USING iceberg "
+            + "PARTITIONED BY (bucket(4, id))"
+            + "TBLPROPERTIES (%s)",
+        tableName, tablePropsAsString(TABLE_PROPERTIES));
+
+    sql(
+        "INSERT INTO %s VALUES "
+            + "(1L, 100, 'software'),"
+            + "(2L, 101, 'hr'),"
+            + "(3L, 102, 'operation'),"
+            + "(4L, 103, 'sales'),"
+            + "(5L, 104, 'marketing'),"
+            + "(6L, 105, 'pr')",
+        tableName);
+
+    sql(
+        "CREATE TABLE %s (id BIGINT, int_col INT, dep STRING)"
+            + "USING iceberg "
+            + "PARTITIONED BY (bucket(6, id))"
+            + "TBLPROPERTIES (%s)",
+        tableName(OTHER_TABLE_NAME), tablePropsAsString(TABLE_PROPERTIES));
+
+    sql(
+        "INSERT INTO %s VALUES "
+            + "(1L, 100, 'software'),"
+            + "(3L, 300, 'hardware'),"
+            + "(4L, 103, 'sales'),"
+            + "(5L, 104, 'marketing'),"
+            + "(6L, 105, 'pr')",
+        tableName(OTHER_TABLE_NAME));
+
+    assertPartitioningAwarePlan(
+        1, /* expected num of shuffles with SPJ */
+        3, /* expected num of shuffles without SPJ */
+        "SELECT * "
+            + "FROM %s t1 "
+            + "INNER JOIN %s t2 "
+            + "ON t1.id = t2.id "
+            + "ORDER BY t1.id, t1.int_col, t1.dep, t2.id, t2.int_col, t2.dep",
+        tableName,
+        tableName(OTHER_TABLE_NAME));
+  }
+
+  @TestTemplate
+  public void testJoinsWithEqualBucketNumbers() {

Review Comment:
   Thanks for the feedback. I meant to test a case like 4 buckets vs. 8 
buckets: where gcd > 1 but gcd == thisNumBuckets, so the reducer returns null 
due to the "no-op" condition. 
   The 1 vs. 3 case is also valuable to test the gcd == 1 path, ensuring SPJ 
does not trigger when bucketings are incompatible. 



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