asolimando commented on code in PR #21815:
URL: https://github.com/apache/datafusion/pull/21815#discussion_r3291598540


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datafusion/physical-plan/src/statistics_context.rs:
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@@ -0,0 +1,213 @@
+// 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.
+
+//! Context for computing statistics in physical plans.
+//!
+//! [`StatisticsArgs`] provides external context to
+//! [`ExecutionPlan::statistics_with_args`], enabling operators to look up
+//! pre-computed child statistics via a shared cache.
+
+use crate::ExecutionPlan;
+use datafusion_common::Result;
+use datafusion_common::Statistics;
+use std::cell::RefCell;
+use std::collections::HashMap;
+use std::rc::Rc;
+use std::sync::Arc;
+
+/// Per-call memoization cache for [`compute_statistics`].
+///
+/// Keyed by `(plan node pointer address, partition)`. Created once per
+/// top-level [`compute_statistics`] call and shared across all recursive
+/// and operator-internal calls via [`StatisticsArgs`].
+///
+/// The pointer-based key is safe within a single synchronous
+/// `compute_statistics` call: all `Arc<dyn ExecutionPlan>` nodes are held
+/// by the plan tree for the duration of the walk, so addresses cannot be
+/// reused.
+#[derive(Debug, Default)]
+struct StatsCache(HashMap<(usize, Option<usize>), Arc<Statistics>>);
+
+impl StatsCache {
+    fn get(
+        &self,
+        plan: &dyn ExecutionPlan,
+        partition: Option<usize>,
+    ) -> Option<&Arc<Statistics>> {
+        let key = (
+            plan as *const dyn ExecutionPlan as *const () as usize,
+            partition,
+        );
+        self.0.get(&key)
+    }
+
+    fn insert(
+        &mut self,
+        plan: &dyn ExecutionPlan,
+        partition: Option<usize>,
+        stats: Arc<Statistics>,
+    ) {
+        let key = (
+            plan as *const dyn ExecutionPlan as *const () as usize,
+            partition,
+        );
+        self.0.insert(key, stats);
+    }
+}
+
+/// Arguments passed to [`ExecutionPlan::statistics_with_args`] carrying
+/// external information that operators can use when computing their
+/// statistics.
+#[derive(Debug)]
+pub struct StatisticsArgs {
+    partition: Option<usize>,
+    /// Shared memoization cache for the current `compute_statistics` walk.
+    /// Children's overall (`None`) stats are pre-populated by
+    /// `compute_statistics_inner` before calling the operator.
+    cache: Option<Rc<RefCell<StatsCache>>>,
+}
+
+impl StatisticsArgs {
+    /// Creates new statistics arguments without a shared cache.
+    /// Used by callers outside of `compute_statistics` (e.g. benchmarks).
+    pub fn new(partition: Option<usize>) -> Self {
+        Self {
+            partition,
+            cache: None,
+        }
+    }
+
+    pub fn partition(&self) -> Option<usize> {
+        self.partition
+    }
+
+    /// Returns the pre-computed overall (`None`) statistics for a child.
+    /// For per-partition stats, use [`Self::child_stats_for`].
+    pub fn child_stats_of(&self, child: &dyn ExecutionPlan) -> 
Result<Arc<Statistics>> {
+        self.compute_child_statistics(child, None)
+    }
+
+    /// Returns statistics for a child, using pre-computed overall stats
+    /// when `partition` is `None`, or computing per-partition stats on
+    /// demand when `partition` is `Some`.
+    pub fn child_stats_for(&self, child: &dyn ExecutionPlan) -> 
Result<Arc<Statistics>> {
+        self.compute_child_statistics(child, self.partition)
+    }
+
+    /// Computes statistics for a child plan, using the shared cache
+    /// from the current [`compute_statistics`] walk.
+    pub fn compute_child_statistics(
+        &self,
+        plan: &dyn ExecutionPlan,
+        partition: Option<usize>,
+    ) -> Result<Arc<Statistics>> {
+        match &self.cache {
+            Some(cache) => compute_statistics_inner(plan, partition, cache),
+            None => compute_statistics(plan, partition),
+        }
+    }
+}
+
+/// Computes statistics for a plan node by first recursively computing

Review Comment:
   Good point to keep the API surface as small as possible, I have implemented 
it in 25757b9:
   
   The only downside I could see is that it's a little more verbose this way, 
but it's not a big deal.
   
   WDYT?



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