Copilot commented on code in PR #1955:
URL: https://github.com/apache/auron/pull/1955#discussion_r2726241476


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native-engine/datafusion-ext-exprs/src/spark_monotonically_increasing_id.rs:
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@@ -0,0 +1,245 @@
+// 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.
+
+use std::{
+    any::Any,
+    fmt::{Debug, Display, Formatter},
+    hash::{Hash, Hasher},
+    sync::{
+        Arc,
+        atomic::{AtomicI64, Ordering::SeqCst},
+    },
+};
+
+use arrow::{
+    array::{Int64Array, RecordBatch},
+    datatypes::{DataType, Schema},
+};
+use datafusion::{
+    common::Result,
+    logical_expr::ColumnarValue,
+    physical_expr::{PhysicalExpr, PhysicalExprRef},
+};
+
+pub struct SparkMonotonicallyIncreasingIdExpr {
+    partition_id: i64,
+    row_counter: AtomicI64,
+}
+
+impl SparkMonotonicallyIncreasingIdExpr {
+    pub fn new(partition_id: usize) -> Self {
+        Self {
+            partition_id: partition_id as i64,
+            row_counter: AtomicI64::new(0),
+        }
+    }
+}
+
+impl Display for SparkMonotonicallyIncreasingIdExpr {
+    fn fmt(&self, f: &mut Formatter<'_>) -> std::fmt::Result {
+        write!(f, "MonotonicallyIncreasingID")
+    }
+}
+
+impl Debug for SparkMonotonicallyIncreasingIdExpr {
+    fn fmt(&self, f: &mut Formatter<'_>) -> std::fmt::Result {
+        write!(f, "MonotonicallyIncreasingID")
+    }
+}
+
+impl PartialEq for SparkMonotonicallyIncreasingIdExpr {
+    fn eq(&self, other: &Self) -> bool {
+        self.partition_id == other.partition_id
+            && self.row_counter.load(SeqCst) == other.row_counter.load(SeqCst)
+    }
+}
+
+impl Eq for SparkMonotonicallyIncreasingIdExpr {}
+
+impl Hash for SparkMonotonicallyIncreasingIdExpr {
+    fn hash<H: Hasher>(&self, state: &mut H) {
+        self.partition_id.hash(state);
+        self.row_counter.load(SeqCst).hash(state);
+    }

Review Comment:
   `PartialEq` and `Hash` currently incorporate `row_counter`, so the equality 
and hash of `SparkMonotonicallyIncreasingIdExpr` change as the expression is 
evaluated. For non-deterministic physical expressions we generally avoid 
depending on mutable internal state in Eq/Hash (see `row_num.rs:53-64`), to 
keep expression identity stable for caching/reuse and map/set keys. Consider 
basing Eq/Hash only on the static configuration (e.g., `partition_id`) or 
mirroring `RowNumExpr` by making all instances equal with a constant hash.



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