diff --git a/src/common/recordbatch/src/adapter.rs b/src/common/recordbatch/src/adapter.rs
index 2b8436ec4e..14b8fba0dd 100644
--- a/src/common/recordbatch/src/adapter.rs
+++ b/src/common/recordbatch/src/adapter.rs
@@ -121,7 +121,8 @@ impl Stream for RecordBatchStreamAdapter {
 
 enum AsyncRecordBatchStreamAdapterState {
     Uninit(FutureStream),
-    Inited(std::result::Result<DfSendableRecordBatchStream, DataFusionError>),
+    Ready(DfSendableRecordBatchStream),
+    Failed,
 }
 
 pub struct AsyncRecordBatchStreamAdapter {
@@ -151,28 +152,26 @@ impl Stream for AsyncRecordBatchStreamAdapter {
         loop {
             match &mut self.state {
                 AsyncRecordBatchStreamAdapterState::Uninit(stream_future) => {
-                    self.state = AsyncRecordBatchStreamAdapterState::Inited(ready!(Pin::new(
-                        stream_future
-                    )
-                    .poll(cx)));
-                    continue;
+                    match ready!(Pin::new(stream_future).poll(cx)) {
+                        Ok(stream) => {
+                            self.state = AsyncRecordBatchStreamAdapterState::Ready(stream);
+                            continue;
+                        }
+                        Err(e) => {
+                            self.state = AsyncRecordBatchStreamAdapterState::Failed;
+                            return Poll::Ready(Some(
+                                Err(e).context(error::InitRecordbatchStreamSnafu),
+                            ));
+                        }
+                    };
                 }
-                AsyncRecordBatchStreamAdapterState::Inited(stream) => match stream {
-                    Ok(stream) => {
-                        return Poll::Ready(ready!(Pin::new(stream).poll_next(cx)).map(|df| {
-                            let df_record_batch = df.context(error::PollStreamSnafu)?;
-                            RecordBatch::try_from_df_record_batch(self.schema(), df_record_batch)
-                        }));
-                    }
-                    Err(e) => {
-                        return Poll::Ready(Some(
-                            error::CreateRecordBatchesSnafu {
-                                reason: format!("Read error {:?} from stream", e),
-                            }
-                            .fail(),
-                        ))
-                    }
-                },
+                AsyncRecordBatchStreamAdapterState::Ready(stream) => {
+                    return Poll::Ready(ready!(Pin::new(stream).poll_next(cx)).map(|x| {
+                        let df_record_batch = x.context(error::PollStreamSnafu)?;
+                        RecordBatch::try_from_df_record_batch(self.schema(), df_record_batch)
+                    }))
+                }
+                AsyncRecordBatchStreamAdapterState::Failed => return Poll::Ready(None),
             }
         }
     }
@@ -183,3 +182,104 @@ impl Stream for AsyncRecordBatchStreamAdapter {
         (0, None)
     }
 }
+
+#[cfg(test)]
+mod test {
+    use common_error::mock::MockError;
+    use common_error::prelude::{BoxedError, StatusCode};
+    use datatypes::prelude::ConcreteDataType;
+    use datatypes::schema::ColumnSchema;
+    use datatypes::vectors::Int32Vector;
+
+    use super::*;
+    use crate::RecordBatches;
+
+    #[tokio::test]
+    async fn test_async_recordbatch_stream_adaptor() {
+        struct MaybeErrorRecordBatchStream {
+            items: Vec<Result<RecordBatch>>,
+        }
+
+        impl RecordBatchStream for MaybeErrorRecordBatchStream {
+            fn schema(&self) -> SchemaRef {
+                unimplemented!()
+            }
+        }
+
+        impl Stream for MaybeErrorRecordBatchStream {
+            type Item = Result<RecordBatch>;
+
+            fn poll_next(
+                mut self: Pin<&mut Self>,
+                _: &mut Context<'_>,
+            ) -> Poll<Option<Self::Item>> {
+                if let Some(batch) = self.items.pop() {
+                    Poll::Ready(Some(Ok(batch?)))
+                } else {
+                    Poll::Ready(None)
+                }
+            }
+        }
+
+        fn new_future_stream(
+            maybe_recordbatches: Result<Vec<Result<RecordBatch>>>,
+        ) -> FutureStream {
+            Box::pin(async move {
+                maybe_recordbatches
+                    .map(|items| {
+                        Box::pin(DfRecordBatchStreamAdapter::new(Box::pin(
+                            MaybeErrorRecordBatchStream { items },
+                        ))) as _
+                    })
+                    .map_err(|e| DataFusionError::External(Box::new(e)))
+            })
+        }
+
+        let schema = Arc::new(Schema::new(vec![ColumnSchema::new(
+            "a",
+            ConcreteDataType::int32_datatype(),
+            false,
+        )]));
+        let batch1 = RecordBatch::new(
+            schema.clone(),
+            vec![Arc::new(Int32Vector::from_slice(&[1])) as _],
+        )
+        .unwrap();
+        let batch2 = RecordBatch::new(
+            schema.clone(),
+            vec![Arc::new(Int32Vector::from_slice(&[2])) as _],
+        )
+        .unwrap();
+
+        let success_stream = new_future_stream(Ok(vec![Ok(batch1.clone()), Ok(batch2.clone())]));
+        let adapter = AsyncRecordBatchStreamAdapter::new(schema.clone(), success_stream);
+        let collected = RecordBatches::try_collect(Box::pin(adapter)).await.unwrap();
+        assert_eq!(
+            collected,
+            RecordBatches::try_new(schema.clone(), vec![batch2.clone(), batch1.clone()]).unwrap()
+        );
+
+        let poll_err_stream = new_future_stream(Ok(vec![
+            Ok(batch1.clone()),
+            Err(error::Error::External {
+                source: BoxedError::new(MockError::new(StatusCode::Unknown)),
+            }),
+        ]));
+        let adapter = AsyncRecordBatchStreamAdapter::new(schema.clone(), poll_err_stream);
+        let result = RecordBatches::try_collect(Box::pin(adapter)).await;
+        assert_eq!(
+            result.unwrap_err().to_string(),
+            "Failed to poll stream, source: External error: External error, source: Unknown"
+        );
+
+        let failed_to_init_stream = new_future_stream(Err(error::Error::External {
+            source: BoxedError::new(MockError::new(StatusCode::Internal)),
+        }));
+        let adapter = AsyncRecordBatchStreamAdapter::new(schema.clone(), failed_to_init_stream);
+        let result = RecordBatches::try_collect(Box::pin(adapter)).await;
+        assert_eq!(
+            result.unwrap_err().to_string(),
+            "Failed to init Recordbatch stream, source: External error: External error, source: Internal"
+        );
+    }
+}
diff --git a/src/common/recordbatch/src/error.rs b/src/common/recordbatch/src/error.rs
index 0937441338..c77e2f3f48 100644
--- a/src/common/recordbatch/src/error.rs
+++ b/src/common/recordbatch/src/error.rs
@@ -64,6 +64,12 @@ pub enum Error {
         source: datatypes::arrow::error::ArrowError,
         backtrace: Backtrace,
     },
+
+    #[snafu(display("Failed to init Recordbatch stream, source: {}", source))]
+    InitRecordbatchStream {
+        source: datafusion_common::DataFusionError,
+        backtrace: Backtrace,
+    },
 }
 
 impl ErrorExt for Error {
@@ -74,7 +80,8 @@ impl ErrorExt for Error {
             Error::DataTypes { .. }
             | Error::CreateRecordBatches { .. }
             | Error::PollStream { .. }
-            | Error::Format { .. } => StatusCode::Internal,
+            | Error::Format { .. }
+            | Error::InitRecordbatchStream { .. } => StatusCode::Internal,
 
             Error::External { source } => source.status_code(),