anuragmantri commented on code in PR #18348:
URL: https://github.com/apache/iceberg/pull/18348#discussion_r4199245871


##########
spark/v4.2/spark/src/test/java/org/apache/iceberg/spark/source/TestStructuredStreamingRead3.java:
##########
@@ -572,6 +575,125 @@ public void 
testPlanInputPartitionsIsIdempotentForSameOffsets() {
     }
   }
 
+  @TestTemplate
+  void latestOffsetIgnoresStreamFromTimestampWhenResuming() {
+    appendData(List.of(new SimpleRecord(1, "one")));
+    table.refresh();
+    Snapshot resumedSnapshot = table.currentSnapshot();
+    appendData(List.of(new SimpleRecord(2, "two")));
+    table.refresh();
+    long latestSnapshotId = table.currentSnapshot().snapshotId();
+
+    SparkMicroBatchStream stream =
+        newMicroBatchStream(
+            ImmutableMap.of(
+                SparkReadOptions.STREAM_FROM_TIMESTAMP,
+                Long.toString(timestampAfterCurrentSnapshot())),
+            "resumed-stream-checkpoint");
+
+    try {
+      StreamingOffset resumedOffset =
+          new StreamingOffset(
+              resumedSnapshot.snapshotId(),
+              MicroBatchUtils.addedFilesCount(table, resumedSnapshot),
+              false);
+      StreamingOffset endOffset =
+          (StreamingOffset) stream.latestOffset(resumedOffset, 
stream.getDefaultReadLimit());
+
+      assertThat(endOffset.snapshotId()).isEqualTo(latestSnapshotId);
+    } finally {
+      stream.stop();
+    }
+  }
+
+  @TestTemplate
+  void availableNowResumeStopsAtSnapshotsAvailableAtStart() {
+    appendData(List.of(new SimpleRecord(1, "one")));
+    table.refresh();
+    Snapshot committed = table.currentSnapshot();
+    appendData(List.of(new SimpleRecord(2, "two")));
+    table.refresh();
+    Snapshot latest = table.currentSnapshot();
+    // A timestamp after the newest snapshot stores START_OFFSET as the 
initial offset
+    SparkMicroBatchStream stream =
+        newMicroBatchStream(
+            ImmutableMap.of(
+                SparkReadOptions.STREAM_FROM_TIMESTAMP,
+                Long.toString(timestampAfterCurrentSnapshot())),
+            "available-now-resume-checkpoint");
+
+    try {
+      stream.prepareForTriggerAvailableNow();
+      appendData(List.of(new SimpleRecord(3, "three")));
+      StreamingOffset committedOffset =
+          new StreamingOffset(
+              committed.snapshotId(), MicroBatchUtils.addedFilesCount(table, 
committed), false);
+
+      assertThat(stream.latestOffset(committedOffset, 
stream.getDefaultReadLimit()))
+          .isEqualTo(
+              new StreamingOffset(
+                  latest.snapshotId(), MicroBatchUtils.addedFilesCount(table, 
latest), false));
+    } finally {
+      stream.stop();
+    }
+  }
+
+  @TestTemplate
+  void availableNowResumeStopsAtLatestAppendSnapshot() {
+    appendData(List.of(new SimpleRecord(1, "one")));
+    table.refresh();
+    Snapshot committed = table.currentSnapshot();
+    appendData(List.of(new SimpleRecord(2, "two")));
+    table.refresh();
+    Snapshot latestAppend = table.currentSnapshot();
+    table.rewriteManifests().clusterBy(file -> 1).commit();
+    table.refresh();
+    
assertThat(table.currentSnapshot().operation()).isEqualTo(DataOperations.REPLACE);
+    SparkMicroBatchStream stream =
+        newMicroBatchStream(
+            ImmutableMap.of(
+                SparkReadOptions.STREAM_FROM_TIMESTAMP,
+                Long.toString(timestampAfterCurrentSnapshot())),
+            "available-now-resume-replace-checkpoint");
+
+    try {
+      stream.prepareForTriggerAvailableNow();

Review Comment:
   Good call on compaction. Capping at the newest append makes sense. I tried 
changing `latestAppendOffset()` to return the current snapshot, which here is 
the `REPLACE` from `rewriteManifests()`. This test still passes with 
`async=false`. The sync planner skips the `REPLACE` and stops at the current 
snapshot anyway, because nothing is committed after prepare. Committing one 
more snapshot after `prepareForTriggerAvailableNow` makes the test fail for 
both planners under that change, and it passes on this branch.
   
   ```suggestion
         stream.prepareForTriggerAvailableNow();
         appendData(List.of(new SimpleRecord(3, "three")));
   ```



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