diff --git a/rust/src/delta_datafusion.rs b/rust/src/delta_datafusion.rs
index 01c17a2fc9..8a6ca27e4d 100644
--- a/rust/src/delta_datafusion.rs
+++ b/rust/src/delta_datafusion.rs
@@ -1085,6 +1085,45 @@ pub(crate) struct FindFiles {
     pub partition_scan: bool,
 }
 
+fn join_batches_with_add_actions(
+    batches: Vec<RecordBatch>,
+    mut actions: HashMap<String, Add>,
+) -> DeltaResult<Vec<Add>> {
+    // Given RecordBatches that contains `__delta_rs_path` perform a hash join
+    // with actions to obtain original add actions
+
+    let mut files = Vec::new();
+    for batch in batches {
+        let array = batch
+            .column_by_name(PATH_COLUMN)
+            .ok_or_else(|| {
+                DeltaTableError::Generic(format!("Unable to find column {}", PATH_COLUMN))
+            })?
+            .as_any()
+            .downcast_ref::<StringArray>()
+            .ok_or(DeltaTableError::Generic(format!(
+                "Unable to downcast column {}",
+                PATH_COLUMN
+            )))?;
+        for path in array {
+            let path = path.ok_or(DeltaTableError::Generic(format!(
+                "{} cannot be null",
+                PATH_COLUMN
+            )))?;
+
+            match actions.remove(path) {
+                Some(action) => files.push(action),
+                None => {
+                    return Err(DeltaTableError::Generic(
+                        "Unable to map __delta_rs_path to action.".to_owned(),
+                    ))
+                }
+            }
+        }
+    }
+    Ok(files)
+}
+
 /// Determine which files contain a record that statisfies the predicate
 pub(crate) async fn find_files_scan<'a>(
     snapshot: &DeltaTableState,
@@ -1094,9 +1133,8 @@ pub(crate) async fn find_files_scan<'a>(
     candidates: Vec<&'a Add>,
     state: &SessionState,
     expression: &Expr,
-) -> DeltaResult<Vec<&'a Add>> {
-    let mut files = Vec::new();
-    let mut candidate_map: HashMap<String, &'a Add> = HashMap::new();
+) -> DeltaResult<Vec<Add>> {
+    let mut candidate_map: HashMap<String, Add> = HashMap::new();
 
     let table_partition_cols = snapshot
         .current_metadata()
@@ -1115,7 +1153,7 @@ pub(crate) async fn find_files_scan<'a>(
             .or_default()
             .push(part);
 
-        candidate_map.insert(action.path.to_owned(), action);
+        candidate_map.insert(action.path.to_owned(), action.to_owned());
     }
 
     let mut table_partition_cols = table_partition_cols
@@ -1160,40 +1198,7 @@ pub(crate) async fn find_files_scan<'a>(
     let task_ctx = Arc::new(TaskContext::from(state));
     let path_batches = datafusion::physical_plan::collect(limit, task_ctx).await?;
 
-    for batch in path_batches {
-        if batch.num_rows() > 1 {
-            return Err(DeltaTableError::Generic(
-                "Find files returned multiple records for batch".to_owned(),
-            ));
-        }
-        let array = batch
-            .column_by_name(PATH_COLUMN)
-            .ok_or_else(|| {
-                DeltaTableError::Generic(format!("Unable to find column {}", PATH_COLUMN))
-            })
-            .unwrap()
-            .as_any()
-            .downcast_ref::<StringArray>()
-            .ok_or_else(|| {
-                DeltaTableError::Generic(format!("Unable to downcast column {}", PATH_COLUMN))
-            })?;
-
-        let path =
-            array.into_iter().next().flatten().ok_or_else(|| {
-                DeltaTableError::Generic(format!("{} cannot be null", PATH_COLUMN))
-            })?;
-
-        match candidate_map.remove(path) {
-            Some(action) => files.push(action),
-            None => {
-                return Err(DeltaTableError::Generic(
-                    "Unable to map __delta_rs_path to action.".to_owned(),
-                ))
-            }
-        }
-    }
-
-    Ok(files)
+    join_batches_with_add_actions(path_batches, candidate_map)
 }
 
 pub(crate) async fn scan_memory_table(
@@ -1242,33 +1247,12 @@ pub(crate) async fn scan_memory_table(
         .select(vec![col(PATH_COLUMN)])?;
     let batches = df.collect().await?;
 
-    let mut map = HashMap::new();
-    for action in actions {
-        map.insert(action.path.clone(), action);
-    }
-    let mut files = Vec::new();
+    let map = actions
+        .into_iter()
+        .map(|action| (action.path.clone(), action))
+        .collect::<HashMap<String, Add>>();
 
-    for batch in batches {
-        let array = batch
-            .column_by_name(PATH_COLUMN)
-            .unwrap()
-            .as_any()
-            .downcast_ref::<StringArray>()
-            .ok_or(DeltaTableError::Generic(format!(
-                "Unable to downcast column {}",
-                PATH_COLUMN
-            )))?;
-        for path in array {
-            let path = path.ok_or(DeltaTableError::Generic(format!(
-                "{} cannot be null",
-                PATH_COLUMN
-            )))?;
-            let value = map.remove(path).unwrap();
-            files.push(value);
-        }
-    }
-
-    Ok(files)
+    join_batches_with_add_actions(batches, map)
 }
 
 pub(crate) async fn find_files<'a>(
@@ -1342,7 +1326,7 @@ pub(crate) async fn find_files<'a>(
                 .await?;
 
                 Ok(FindFiles {
-                    candidates: candidates.into_iter().map(|s| s.to_owned()).collect(),
+                    candidates,
                     partition_scan: false,
                 })
             }