feat: Add option to not overwrite table in Ray on Vertex BQ Write

PiperOrigin-RevId: 598997529

google/cloud/aiplatform/preview/vertex_ray/bigquery_datasource.py

@@ -179,6 +179,7 @@ def do_write(
         project_id: Optional[str] = None,
         dataset: Optional[str] = None,
         max_retry_cnt: Optional[int] = DEFAULT_MAX_RETRY_CNT,
+        overwrite_table: Optional[bool] = True,
     ) -> List[ObjectRef[WriteResult]]:
         def _write_single_block(
             block: Block, metadata: BlockMetadata, project_id: str, dataset: str
@@ -251,16 +252,22 @@ def _write_single_block(
         dataset_id = dataset.split(".", 1)[0]
         try:
             client.get_dataset(dataset_id)
-            print(
-                f"[Ray on Vertex AI]: Dataset {dataset_id} already exists."
-                + "The table will be overwritten if it already exists."
-            )
         except exceptions.NotFound:
             client.create_dataset(f"{project_id}.{dataset_id}", timeout=30)
             print(f"[Ray on Vertex AI]: Created dataset {dataset_id}")
 
-        # Delete table if it already exists
-        client.delete_table(f"{project_id}.{dataset}", not_found_ok=True)
+        # Delete table if overwrite_table is True
+        if overwrite_table:
+            print(
+                f"[Ray on Vertex AI]: Attempting to delete table {dataset}"
+                + " if it already exists since kwarg overwrite_table = True."
+            )
+            client.delete_table(f"{project_id}.{dataset}", not_found_ok=True)
+        else:
+            print(
+                f"[Ray on Vertex AI]: The write will append to table {dataset}"
+                + " if it already exists since kwarg overwrite_table = False."
+            )
 
         print("[Ray on Vertex AI]: Writing", len(blocks), "blocks")
         for i in range(len(blocks)):