add explicit type casts while merge

Signed-off-by: Igor Vitenko <[email protected]>

crates/core/src/operations/merge/mod.rs

@@ -44,7 +44,7 @@ use datafusion::physical_planner::{ExtensionPlanner, PhysicalPlanner};
 use datafusion::{
     execution::context::SessionState,
     physical_plan::ExecutionPlan,
-    prelude::{DataFrame, SessionContext},
+    prelude::{cast, DataFrame, SessionContext},
 };
 use datafusion_common::tree_node::{Transformed, TreeNode};
 use datafusion_common::{Column, DFSchema, ScalarValue, TableReference};
@@ -990,8 +990,10 @@ async fn execute(
         .end()?;
 
         let name = "__delta_rs_c_".to_owned() + delta_field.name();
-        write_projection
-            .push(Expr::Column(Column::from_name(name.clone())).alias(delta_field.name()));
+        write_projection.push(cast(
+            Expr::Column(Column::from_name(name.clone())).alias(delta_field.name()),
+            delta_field.data_type().try_into()?,
+        ));
         new_columns.push((name, case));
     }
 

python/tests/test_merge.py

@@ -3,6 +3,7 @@
 import pathlib
 
 import pyarrow as pa
+import pyarrow.parquet as pq
 import pytest
 
 from deltalake import DeltaTable, write_deltalake
@@ -1120,3 +1121,31 @@ def test_merge_non_nullable(tmp_path):
             target_alias="t",
             predicate="s.id = t.id",
         ).when_matched_update_all().when_not_matched_insert_all().execute()
+
+
+def test_merge_when_wrong_but_castable_type_passed_while_merge(
+    tmp_path: pathlib.Path, sample_table: pa.Table
+):
+    write_deltalake(tmp_path, sample_table, mode="append")
+
+    dt = DeltaTable(tmp_path)
+
+    source_table = pa.table(
+        {
+            "id": pa.array(["7", "8"]),
+            "price": pa.array(["1", "2"], pa.string()),
+            "sold": pa.array([1, 2], pa.int32()),
+            "deleted": pa.array([False, False]),
+        }
+    )
+    dt.merge(
+        source=source_table,
+        predicate="t.id = s.id",
+        source_alias="s",
+        target_alias="t",
+    ).when_not_matched_insert_all().execute()
+
+    table_schema = pq.read_table(
+        tmp_path / dt.get_add_actions().to_pandas()["path"].iloc[0]
+    ).schema
+    assert table_schema.field("price").type == sample_table["price"].type