qstommyshu commented on code in PR #15567:
URL: https://github.com/apache/datafusion/pull/15567#discussion_r2027712552


##########
datafusion/sql/tests/sql_integration.rs:
##########
@@ -3388,26 +3389,15 @@ fn 
ident_normalization_parser_options_ident_normalization() -> ParserOptions {
     }
 }
 
-fn prepare_stmt_quick_test(
-    sql: &str,
-    expected_plan: &str,
-    expected_data_types: &str,
-) -> LogicalPlan {
+fn generate_prepare_stmt_and_data_types(sql: &str) -> (LogicalPlan, String) {

Review Comment:
   Just looked into this method 👀. `assert_debug_snapshot` does not work with 
inline snapshot. We would have to store the snapshot in the `snapshot/` folder 
(which I suppose that's not what we want?).
   
   In terms of the output arguments, I probably need to create another to 
generate the data type if we want to return `LogicalPlan`.
   
   Then the testing procedure for a prepare statement would be:
   
   ```Rust
   let plan = logical_plan(sql).unwrap();
   if let LogicalPlan::Statement(Statement::Prepare(Prepare { data_types, .. 
})) = plan {
        assert_snapshot!(data_types, @"SOME DATA TYPE");
   }
   assert_snapshot!(
           plan,
           @r#"
       Prepare: "my_plan" [Int32] 
         Projection: person.id, person.age
           Filter: person.age = Int64(10)
             TableScan: person
   "#
       );
   ```
   
   instead of what we have now:
   
   ```Rust
   let (plan, dt) = generate_prepare_stmt_and_data_types(sql);
       assert_snapshot!(
           plan,
           @r#"
       Prepare: "my_plan" [Int32] 
         Projection: person.id, person.age
           Filter: person.age = Int64(10)
             TableScan: person
       "#
       );
       assert_snapshot!(dt, @r#"[Int32]"#);
   ```
   
   I can change it if you prefer the first testing procedure. 



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