diff --git a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseMergeTreeWriteOnHDFSSuite.scala b/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseMergeTreeWriteOnHDFSSuite.scala
index ca5b39fff1ace..56b8f056bc258 100644
--- a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseMergeTreeWriteOnHDFSSuite.scala
+++ b/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseMergeTreeWriteOnHDFSSuite.scala
@@ -74,7 +74,7 @@ class GlutenClickHouseMergeTreeWriteOnHDFSSuite
     FileUtils.deleteDirectory(new File(HDFS_METADATA_PATH))
   }
 
-  ignore("test mergetree table write") {
+  test("test mergetree table write") {
     spark.sql(s"""
                  |DROP TABLE IF EXISTS lineitem_mergetree_hdfs;
                  |""".stripMargin)
@@ -157,7 +157,7 @@ class GlutenClickHouseMergeTreeWriteOnHDFSSuite
     spark.sql("drop table lineitem_mergetree_hdfs")
   }
 
-  ignore("test mergetree write with orderby keys / primary keys") {
+  test("test mergetree write with orderby keys / primary keys") {
     spark.sql(s"""
                  |DROP TABLE IF EXISTS lineitem_mergetree_orderbykey_hdfs;
                  |""".stripMargin)
@@ -254,7 +254,7 @@ class GlutenClickHouseMergeTreeWriteOnHDFSSuite
     spark.sql("drop table lineitem_mergetree_orderbykey_hdfs")
   }
 
-  ignore("test mergetree write with partition") {
+  test("test mergetree write with partition") {
     spark.sql(s"""
                  |DROP TABLE IF EXISTS lineitem_mergetree_partition_hdfs;
                  |""".stripMargin)
@@ -435,7 +435,7 @@ class GlutenClickHouseMergeTreeWriteOnHDFSSuite
     spark.sql("drop table lineitem_mergetree_partition_hdfs")
   }
 
-  ignore("test mergetree write with bucket table") {
+  test("test mergetree write with bucket table") {
     spark.sql(s"""
                  |DROP TABLE IF EXISTS lineitem_mergetree_bucket_hdfs;
                  |""".stripMargin)
@@ -537,7 +537,7 @@ class GlutenClickHouseMergeTreeWriteOnHDFSSuite
     spark.sql("drop table lineitem_mergetree_bucket_hdfs")
   }
 
-  ignore("test mergetree write with the path based") {
+  test("test mergetree write with the path based") {
     val dataPath = s"$HDFS_URL/test/lineitem_mergetree_bucket_hdfs"
 
     val sourceDF = spark.sql(s"""
diff --git a/cpp-ch/local-engine/Disks/ObjectStorages/GlutenDiskHDFS.cpp b/cpp-ch/local-engine/Disks/ObjectStorages/GlutenDiskHDFS.cpp
index cdbe6c72897c6..e68c51553abd3 100644
--- a/cpp-ch/local-engine/Disks/ObjectStorages/GlutenDiskHDFS.cpp
+++ b/cpp-ch/local-engine/Disks/ObjectStorages/GlutenDiskHDFS.cpp
@@ -40,8 +40,8 @@ String GlutenDiskHDFS::path2AbsPath(const String & path)
 void GlutenDiskHDFS::createDirectories(const String & path)
 {
     DiskObjectStorage::createDirectories(path);
-    auto* hdfs = hdfs_object_storage->getHDFSFS();
-    fs::path p = path;
+    auto * hdfs = hdfs_object_storage->getHDFSFS();
+    fs::path p = "/" + path;
     std::vector<std::string> paths_created;
     while (hdfsExists(hdfs, p.c_str()) < 0)
     {
diff --git a/cpp-ch/local-engine/Disks/ObjectStorages/GlutenHDFSObjectStorage.cpp b/cpp-ch/local-engine/Disks/ObjectStorages/GlutenHDFSObjectStorage.cpp
index 60b82ec845bb4..cab87d66d8848 100644
--- a/cpp-ch/local-engine/Disks/ObjectStorages/GlutenHDFSObjectStorage.cpp
+++ b/cpp-ch/local-engine/Disks/ObjectStorages/GlutenHDFSObjectStorage.cpp
@@ -38,7 +38,7 @@ DB::ObjectStorageKey local_engine::GlutenHDFSObjectStorage::generateObjectKeyFor
     initializeHDFSFS();
     /// what ever data_source_description.description value is, consider that key as relative key
     chassert(data_directory.starts_with("/"));
-    return ObjectStorageKey::createAsRelative(fs::path(url_without_path) / data_directory.substr(1) / path);
+    return ObjectStorageKey::createAsRelative(fs::path(url_without_path) / data_directory.substr(1), path);
 }
 }
 #endif
diff --git a/cpp-ch/local-engine/Disks/ObjectStorages/GlutenHDFSObjectStorage.h b/cpp-ch/local-engine/Disks/ObjectStorages/GlutenHDFSObjectStorage.h
index a532c98cb87d5..149ed3848aabd 100644
--- a/cpp-ch/local-engine/Disks/ObjectStorages/GlutenHDFSObjectStorage.h
+++ b/cpp-ch/local-engine/Disks/ObjectStorages/GlutenHDFSObjectStorage.h
@@ -33,7 +33,7 @@ class GlutenHDFSObjectStorage final : public DB::HDFSObjectStorage
             const String & hdfs_root_path_,
             SettingsPtr settings_,
             const Poco::Util::AbstractConfiguration & config_)
-        : HDFSObjectStorage(hdfs_root_path_, std::move(settings_), config_, /* lazy_initialize */true), config(config_)
+        : HDFSObjectStorage(hdfs_root_path_, std::move(settings_), config_, /* lazy_initialize */false), config(config_)
     {
     }
     std::unique_ptr<DB::ReadBufferFromFileBase> readObject( /// NOLINT