diff --git a/src/query/service/src/servers/http/middleware.rs b/src/query/service/src/servers/http/middleware.rs
index a9e4ecdce9c9..43e2ac3047cf 100644
--- a/src/query/service/src/servers/http/middleware.rs
+++ b/src/query/service/src/servers/http/middleware.rs
@@ -27,8 +27,8 @@ use poem::Addr;
 use poem::Endpoint;
 use poem::Middleware;
 use poem::Request;
+use tracing::error;
 use tracing::info;
-use tracing::warn;
 
 use super::v1::HttpQueryContext;
 use crate::auth::AuthMgr;
@@ -161,7 +161,7 @@ impl<E: Endpoint> Endpoint for HTTPSessionEndpoint<E> {
             )),
         };
         if let Err(ref err) = res {
-            warn!("http request error: {}", err);
+            error!("http request error: {}", err);
         };
         res
     }
diff --git a/src/query/storages/fuse/src/operations/read_data.rs b/src/query/storages/fuse/src/operations/read_data.rs
index ed0252422076..198b5fb73393 100644
--- a/src/query/storages/fuse/src/operations/read_data.rs
+++ b/src/query/storages/fuse/src/operations/read_data.rs
@@ -137,11 +137,17 @@ impl FuseTable {
     // Adjust the max io request.
     fn adjust_max_io_requests(
         ctx: Arc<dyn TableContext>,
-        _plan: &ReadDataSourcePlan,
+        plan: &ReadDataSourcePlan,
     ) -> Result<usize> {
-        // TODO(bohu): change to max_storage_io_requests when pipeline resize is ok.
-        let max_threads = ctx.get_settings().get_max_threads()? as usize;
-        Ok(std::cmp::max(1, max_threads))
+        let parts_len = plan.parts.len();
+        let max_storage_io = ctx.get_settings().get_max_storage_io_requests()? as usize;
+        let max_io_requests = if parts_len > max_storage_io {
+            max_storage_io
+        } else {
+            parts_len
+        };
+
+        Ok(std::cmp::max(1, max_io_requests))
     }
 
     #[inline]
@@ -214,7 +220,16 @@ impl FuseTable {
                 )
             },
             max_io_requests,
-        )
+        )?;
+
+        // Resize pipeline to max threads.
+        let max_threads = ctx.get_settings().get_max_threads()? as usize;
+        let resize_to = std::cmp::min(max_threads, max_io_requests);
+        info!(
+            "read block pipeline resize from:{} to:{}",
+            max_io_requests, resize_to
+        );
+        pipeline.resize(resize_to)
     }
 }