diff --git a/infra/database/type/mysql/src/main/java/org/apache/shardingsphere/infra/database/mysql/metadata/data/loader/MySQLMetaDataLoader.java b/infra/database/type/mysql/src/main/java/org/apache/shardingsphere/infra/database/mysql/metadata/data/loader/MySQLMetaDataLoader.java
index b2b6b75c7c0ce..1484baac74177 100644
--- a/infra/database/type/mysql/src/main/java/org/apache/shardingsphere/infra/database/mysql/metadata/data/loader/MySQLMetaDataLoader.java
+++ b/infra/database/type/mysql/src/main/java/org/apache/shardingsphere/infra/database/mysql/metadata/data/loader/MySQLMetaDataLoader.java
@@ -69,7 +69,7 @@ public final class MySQLMetaDataLoader implements DialectMetaDataLoader {
     public Collection<SchemaMetaData> load(final MetaDataLoaderMaterial material) throws SQLException {
         Collection<TableMetaData> tableMetaDataList = new LinkedList<>();
         Map<String, Collection<ColumnMetaData>> columnMetaDataMap = loadColumnMetaDataMap(material.getDataSource(), material.getActualTableNames());
-        Collection<String> viewNames = loadViewNames(material.getDataSource(), columnMetaDataMap.keySet());
+        Collection<String> viewNames = columnMetaDataMap.isEmpty() ? Collections.emptySet() : loadViewNames(material.getDataSource(), columnMetaDataMap.keySet());
         Map<String, Collection<IndexMetaData>> indexMetaDataMap = columnMetaDataMap.isEmpty() ? Collections.emptyMap() : loadIndexMetaData(material.getDataSource(), columnMetaDataMap.keySet());
         Map<String, Collection<ConstraintMetaData>> constraintMetaDataMap =
                 columnMetaDataMap.isEmpty() ? Collections.emptyMap() : loadConstraintMetaDataMap(material.getDataSource(), columnMetaDataMap.keySet());