aokolnychyi commented on code in PR #2276:
URL: https://github.com/apache/iceberg/pull/2276#discussion_r1007098070


##########
api/src/main/java/org/apache/iceberg/Scan.java:
##########
@@ -129,6 +129,34 @@ default ThisT select(String... columns) {
    */
   ThisT planWith(ExecutorService executorService);
 
+  /**
+   * Create a new {@link TableScan} which dictates that when plan tasks via 
the {@link
+   * #planTasks()}, the scan should preserve partition boundary specified by 
the provided partition
+   * column names. In other words, the scan will not attempt to combine tasks 
whose input files have
+   * different partition data w.r.t `columns`.
+   *
+   * @param columns the partition column names to preserve boundary when 
planning tasks
+   * @return a table scan preserving partition boundary when planning tasks
+   * @throws IllegalArgumentException if any of the input columns is not a 
partition column, or if
+   *     the table is un-partitioned.
+   */
+  ThisT preservePartitions(Collection<String> columns);
+
+  /**
+   * Create a new {@link TableScan} which dictates that when plan tasks via 
the {@link
+   * #planTasks()}, the scan should preserve partition boundary specified by 
the provided partition

Review Comment:
   @sunchao, what if we make Spark pass join keys instead of V2 partition 
expressions?
   
   I think that can be easily done as the operator optimization batch in Spark 
runs before Spark builds scans, so we should know all equality predicates of 
our join condition by that time. That means, we can have a new mix-in interface 
for `ScanBuilder`. If our join condition is `t.dep = s.dep AND t.id = s.id` and 
tables are partitioned by `dep, bucket(id)`, Spark will pass just `dep`, `id` 
and Iceberg will interpret this as don't combine tasks across partition 
expressions on top `dep`, `id`.
   



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