diff --git a/table_engine/src/provider.rs b/table_engine/src/provider.rs
index f5813f82c7..a2929ff3aa 100644
--- a/table_engine/src/provider.rs
+++ b/table_engine/src/provider.rs
@@ -17,7 +17,7 @@
 use std::{
     any::Any,
     fmt,
-    sync::{Arc, Mutex},
+    sync::{Arc, Mutex, atomic::{AtomicUsize, Ordering}},
     time::{Duration, Instant},
 };
 
@@ -312,14 +312,19 @@ pub struct ScanTable {
     table: TableRef,
     request: ReadRequest,
     stream_state: Mutex<ScanStreamState>,
+
+    // FIXME: in origin partitioned table scan need to modify the parallelism when initializing stream...
+    parallelism: AtomicUsize,
 }
 
 impl ScanTable {
     pub fn new(table: TableRef, request: ReadRequest) -> Self {
+        let parallelism = AtomicUsize::new(request.opts.read_parallelism);
         Self {
             table,
             request,
             stream_state: Mutex::new(ScanStreamState::default()),
+            parallelism,
         }
     }
 
@@ -331,6 +336,7 @@ impl ScanTable {
             return Ok(());
         }
         stream_state.init(read_res);
+        self.parallelism.store(stream_state.streams.len(), Ordering::Relaxed);
 
         Ok(())
     }
@@ -348,7 +354,7 @@ impl ExecutionPlan for ScanTable {
     fn output_partitioning(&self) -> Partitioning {
         // It represents how current node map the inputs to outputs.
         // However, we have no inputs here, so `UnknownPartitioning` is suitable.
-        Partitioning::UnknownPartitioning(self.request.opts.read_parallelism)
+        Partitioning::UnknownPartitioning(self.parallelism.load(Ordering::Relaxed))
     }
 
     fn output_ordering(&self) -> Option<&[PhysicalSortExpr]> {
diff --git a/table_engine/src/stream.rs b/table_engine/src/stream.rs
index ccfa4e026d..6420fcaf1a 100644
--- a/table_engine/src/stream.rs
+++ b/table_engine/src/stream.rs
@@ -140,7 +140,7 @@ impl RecordBatchStream for FromDfStream {
 pub struct ScanStreamState {
     inited: bool,
     err: Option<table::Error>,
-    streams: Vec<Option<SendableRecordBatchStream>>,
+    pub streams: Vec<Option<SendableRecordBatchStream>>,
 }
 
 impl ScanStreamState {