notashes commented on code in PR #20413:
URL: https://github.com/apache/datafusion/pull/20413#discussion_r2820838353


##########
datafusion/datasource-parquet/src/opener.rs:
##########
@@ -459,27 +465,55 @@ impl FileOpener for ParquetOpener {
             // `row_filter` for details.
             // 
---------------------------------------------------------------------
 
-            // Filter pushdown: evaluate predicates during scan
-            if let Some(predicate) = 
pushdown_filters.then_some(predicate).flatten() {
-                let row_filter = row_filter::build_row_filter(
-                    &predicate,
-                    &physical_file_schema,
-                    builder.metadata(),
-                    reorder_predicates,
-                    &file_metrics,
-                );
+            // When a dynamic filter is present, defer expensive string-column
+            // predicates to post-decode batch filtering to avoid blocking
+            // dynamic filter convergence via predicate cache overhead.
+            //
+            // Stats pruning still uses the full predicate (unaffected).
+            let mut leftover_filter: Option<Arc<dyn PhysicalExpr>> = None;
 
-                match row_filter {
-                    Ok(Some(filter)) => {
-                        builder = builder.with_row_filter(filter);
-                    }
-                    Ok(None) => {}
-                    Err(e) => {
-                        debug!(
-                            "Ignoring error building row filter for 
'{predicate:?}': {e}"
-                        );
-                    }
+            if let Some(predicate) = 
pushdown_filters.then_some(predicate).flatten() {
+                let conjuncts = split_conjunction(&predicate);
+                let has_dynamic = conjuncts.iter().any(|c| 
is_dynamic_physical_expr(c));
+
+                let (row_filter_pred, leftover_pred) = if has_dynamic {
+                    let (deferred, rf_conjuncts): (Vec<_>, Vec<_>) =
+                        conjuncts.into_iter().partition(|c| {
+                            !is_dynamic_physical_expr(c)

Review Comment:
   heya @Dandandan 
   with regards to the current discussions and #20417 do you think it's better 
to close this PR? 
   
   regarding the page level pruning I saw that datafusions 
`PagePruningAccessPlanFilter` seems to use the original unsplit predicate. And 
how it's taken care of within arrow-rs I didn't get the time to dig into it 
yet! 
   
   let me know what you think! thank you again! 



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