diff --git a/fe/fe-core/src/main/java/org/apache/doris/mtmv/MTMVRewriteUtil.java b/fe/fe-core/src/main/java/org/apache/doris/mtmv/MTMVRewriteUtil.java
index 5e17673a06883f..7b7d743a36bc8c 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/mtmv/MTMVRewriteUtil.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/mtmv/MTMVRewriteUtil.java
@@ -64,10 +64,16 @@ public static Collection<Partition> getMTMVCanRewritePartitions(MTMV mtmv, Conne
                 res.add(partition);
                 continue;
             }
-            try {
-                if (refreshContext == null) {
+            if (refreshContext == null) {
+                try {
                     refreshContext = MTMVRefreshContext.buildContext(mtmv);
+                } catch (AnalysisException e) {
+                    LOG.warn("buildContext failed", e);
+                    // After failure, one should quickly return to avoid repeated failures
+                    return res;
                 }
+            }
+            try {
                 if (MTMVPartitionUtil.isMTMVPartitionSync(refreshContext, partition.getName(),
                         mtmvRelation.getBaseTablesOneLevel(),
                         Sets.newHashSet())) {