Fix: Incorrect treatment of the model's table as missing when processing batches with index > 0

sqlmesh/core/scheduler.py

@@ -538,6 +538,10 @@ def run_node(node: SchedulingUnit) -> None:
                             execution_time=execution_time,
                         )
                     else:
+                        # If batch_index > 0, then the target table must exist since the first batch would have created it
+                        target_table_exists = (
+                            snapshot.snapshot_id not in snapshots_to_create or node.batch_index > 0
+                        )
                         audit_results = self.evaluate(
                             snapshot=snapshot,
                             environment_naming_info=environment_naming_info,
@@ -548,7 +552,7 @@ def run_node(node: SchedulingUnit) -> None:
                             batch_index=node.batch_index,
                             allow_destructive_snapshots=allow_destructive_snapshots,
                             allow_additive_snapshots=allow_additive_snapshots,
-                            target_table_exists=snapshot.snapshot_id not in snapshots_to_create,
+                            target_table_exists=target_table_exists,
                             selected_models=selected_models,
                         )
 

tests/core/integration/test_change_scenarios.py

@@ -1482,3 +1482,36 @@ def test_annotated_self_referential_model(init_and_plan_context: t.Callable):
 
     df = context.fetchdf("SELECT one FROM memory.sushi.test_self_ref")
     assert len(df) == 0
+
+
+@time_machine.travel("2023-01-08 00:00:00 UTC")
+def test_creating_stage_for_first_batch_only(init_and_plan_context: t.Callable):
+    context, _ = init_and_plan_context("examples/sushi")
+
+    expressions = d.parse(
+        """
+        MODEL (
+            name memory.sushi.test_batch_size,
+            kind INCREMENTAL_BY_UNIQUE_KEY (
+                unique_key one,
+                batch_size 1,
+            ),
+
+            start '2023-01-01',
+        );
+
+        CREATE SCHEMA IF NOT EXISTS test_schema;
+        CREATE TABLE IF NOT EXISTS test_schema.creating_counter (a INT);
+
+        SELECT 1::INT AS one;
+
+        @IF(@runtime_stage = 'creating', INSERT INTO test_schema.creating_counter (a) VALUES (1));
+        """
+    )
+    model = load_sql_based_model(expressions)
+    context.upsert_model(model)
+
+    context.plan("prod", skip_tests=True, no_prompts=True, auto_apply=True)
+    assert (
+        context.engine_adapter.fetchone("SELECT COUNT(*) FROM test_schema.creating_counter")[0] == 1
+    )