duongcongtoai commented on code in PR #16016:
URL: https://github.com/apache/datafusion/pull/16016#discussion_r2106139236


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datafusion/optimizer/src/decorrelate_general.rs:
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@@ -0,0 +1,856 @@
+// Licensed to the Apache Software Foundation (ASF) under one
+// or more contributor license agreements.  See the NOTICE file
+// distributed with this work for additional information
+// regarding copyright ownership.  The ASF licenses this file
+// to you under the Apache License, Version 2.0 (the
+// "License"); you may not use this file except in compliance
+// with the License.  You may obtain a copy of the License at
+//
+//   http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing,
+// software distributed under the License is distributed on an
+// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+// KIND, either express or implied.  See the License for the
+// specific language governing permissions and limitations
+// under the License.
+
+//! [`DependentJoinRewriter`] converts correlated subqueries to `DependentJoin`
+
+use std::ops::Deref;
+use std::sync::Arc;
+
+use crate::{ApplyOrder, OptimizerConfig, OptimizerRule};
+
+use arrow::datatypes::DataType;
+use datafusion_common::alias::AliasGenerator;
+use datafusion_common::tree_node::{
+    Transformed, TreeNode, TreeNodeRecursion, TreeNodeRewriter,
+};
+use datafusion_common::{internal_err, Column, HashMap, Result};
+use datafusion_expr::{col, Expr, LogicalPlan, LogicalPlanBuilder};
+
+use indexmap::IndexMap;
+use itertools::Itertools;
+
+pub struct DependentJoinRewriter {
+    // each logical plan traversal will assign it a integer id
+    current_id: usize,
+    subquery_depth: usize,

Review Comment:
   If we want the depth to be recognized at column level, we can easily put a 
new field inside this structure and keep them inside the 
LogicalPlan::DependentJoin
   ```
   #[derive(Debug, Hash, PartialEq, PartialOrd, Eq, Clone)]
   struct ColumnAccess {
       // node ids from root to the node that is referencing the column
       stack: Vec<usize>,
       // the node referencing the column
       node_id: usize,
       col: Column,
       data_type: DataType,
   }
   ```



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