diff --git a/datafusion/core/src/physical_plan/file_format/parquet.rs b/datafusion/core/src/physical_plan/file_format/parquet.rs
index 270271d43ebe..54701f82d44d 100644
--- a/datafusion/core/src/physical_plan/file_format/parquet.rs
+++ b/datafusion/core/src/physical_plan/file_format/parquet.rs
@@ -373,13 +373,13 @@ impl FileOpener for ParquetOpener {
             &self.metrics,
         );
 
-        let reader =
-            BoxedAsyncFileReader(self.parquet_file_reader_factory.create_reader(
+        let reader: Box<dyn AsyncFileReader> =
+            self.parquet_file_reader_factory.create_reader(
                 self.partition_index,
                 file_meta,
                 self.metadata_size_hint,
                 &self.metrics,
-            )?);
+            )?;
 
         let schema_adapter = SchemaAdapter::new(self.table_schema.clone());
         let batch_size = self.batch_size;
@@ -598,40 +598,6 @@ impl ParquetFileReaderFactory for DefaultParquetFileReaderFactory {
     }
 }
 
-///
-/// BoxedAsyncFileReader has been created to satisfy type requirements of
-/// parquet stream builder constructor.
-///
-/// Temporary pending https://github.com/apache/arrow-rs/pull/2368
-struct BoxedAsyncFileReader(Box<dyn AsyncFileReader + Send>);
-
-impl AsyncFileReader for BoxedAsyncFileReader {
-    fn get_bytes(
-        &mut self,
-        range: Range<usize>,
-    ) -> BoxFuture<'_, ::parquet::errors::Result<Bytes>> {
-        self.0.get_bytes(range)
-    }
-
-    fn get_byte_ranges(
-        &mut self,
-        ranges: Vec<Range<usize>>,
-    ) -> BoxFuture<'_, parquet::errors::Result<Vec<Bytes>>>
-    // TODO: This where bound forces us to enable #![allow(where_clauses_object_safety)] (#3081)
-    // Upstream issue https://github.com/apache/arrow-rs/issues/2372
-    where
-        Self: Send,
-    {
-        self.0.get_byte_ranges(ranges)
-    }
-
-    fn get_metadata(
-        &mut self,
-    ) -> BoxFuture<'_, ::parquet::errors::Result<Arc<ParquetMetaData>>> {
-        self.0.get_metadata()
-    }
-}
-
 /// Wraps parquet statistics in a way
 /// that implements [`PruningStatistics`]
 struct RowGroupPruningStatistics<'a> {