diff --git a/src/connector/src/schema/avro.rs b/src/connector/src/schema/avro.rs
index 375d71b6b74a7..553f6e71efca9 100644
--- a/src/connector/src/schema/avro.rs
+++ b/src/connector/src/schema/avro.rs
@@ -95,16 +95,10 @@ async fn fetch_schema_inner(
     let client = Client::new(urls, client_config)?;
 
     let key_subject = get_subject_by_strategy(name_strategy, topic, key_record_name, true)?;
-    let key_schema = client
-        .get_schema_by_subject(&key_subject)
-        .await
-        .map_err(SchemaFetchError::Request)?;
+    let key_schema = client.get_schema_by_subject(&key_subject).await?;
 
     let val_subject = get_subject_by_strategy(name_strategy, topic, val_record_name, false)?;
-    let val_schema = client
-        .get_schema_by_subject(&val_subject)
-        .await
-        .map_err(SchemaFetchError::Request)?;
+    let val_schema = client.get_schema_by_subject(&val_subject).await?;
 
     Ok((key_schema, val_schema))
 }
diff --git a/src/connector/src/schema/mod.rs b/src/connector/src/schema/mod.rs
index 8f9cdca539f76..ddf98be990c7b 100644
--- a/src/connector/src/schema/mod.rs
+++ b/src/connector/src/schema/mod.rs
@@ -39,8 +39,8 @@ impl From<InvalidOptionError> for risingwave_common::error::RwError {
 pub enum SchemaFetchError {
     #[error(transparent)]
     InvalidOption(#[from] InvalidOptionError),
-    #[error("schema registry client error")]
-    Request(#[source] schema_registry::ConcurrentRequestError),
+    #[error(transparent)]
+    Request(#[from] schema_registry::ConcurrentRequestError),
     #[error("schema compilation error")]
     SchemaCompile(#[source] risingwave_common::error::BoxedError),
     #[error(transparent)]
diff --git a/src/connector/src/schema/schema_registry/client.rs b/src/connector/src/schema/schema_registry/client.rs
index 946563cacf393..f53274592fe4a 100644
--- a/src/connector/src/schema/schema_registry/client.rs
+++ b/src/connector/src/schema/schema_registry/client.rs
@@ -62,7 +62,7 @@ pub struct Client {
 }
 
 #[derive(Debug, thiserror::Error)]
-#[error("{context}, errs: {errs:?}")]
+#[error("all request confluent registry all timeout, {context}, errs: {errs:?}")]
 pub struct ConcurrentRequestError {
     errs: Vec<itertools::Either<RequestError, tokio::task::JoinError>>,
     context: String,
@@ -147,10 +147,7 @@ impl Client {
 
         Err(ConcurrentRequestError {
             errs,
-            context: format!(
-                "all request confluent registry all timeout, req path {:?}, urls {:?}",
-                path, self.url
-            ),
+            context: format!("req path {:?}, urls {:?}", path, self.url),
         })
     }