diff --git a/backends-clickhouse/src/test/scala/io/glutenproject/execution/GlutenClickHouseMergeTreeWriteOnHDFSSuite.scala b/backends-clickhouse/src/test/scala/io/glutenproject/execution/GlutenClickHouseMergeTreeWriteOnHDFSSuite.scala
index c2b71e928209c..88fc977b76564 100644
--- a/backends-clickhouse/src/test/scala/io/glutenproject/execution/GlutenClickHouseMergeTreeWriteOnHDFSSuite.scala
+++ b/backends-clickhouse/src/test/scala/io/glutenproject/execution/GlutenClickHouseMergeTreeWriteOnHDFSSuite.scala
@@ -46,7 +46,7 @@ class GlutenClickHouseMergeTreeWriteOnHDFSSuite
     val conf = new Configuration
     conf.set("fs.defaultFS", HDFS_URL)
     val fs = FileSystem.get(conf)
-    fs.delete(new org.apache.hadoop.fs.Path("/test"), true)
+    fs.delete(new org.apache.hadoop.fs.Path(HDFS_URL), true)
     FileUtils.deleteDirectory(new File(HDFS_METADATA_PATH))
 //    FileUtils.deleteDirectory(new File(HDFS_CACHE_PATH))
     FileUtils.forceMkdir(new File(HDFS_METADATA_PATH))
diff --git a/backends-clickhouse/src/test/scala/io/glutenproject/execution/GlutenClickHouseMergeTreeWriteOnObjectStorageAbstractSuite.scala b/backends-clickhouse/src/test/scala/io/glutenproject/execution/GlutenClickHouseMergeTreeWriteOnObjectStorageAbstractSuite.scala
index 04ba6d560270f..e6a5226155d8f 100644
--- a/backends-clickhouse/src/test/scala/io/glutenproject/execution/GlutenClickHouseMergeTreeWriteOnObjectStorageAbstractSuite.scala
+++ b/backends-clickhouse/src/test/scala/io/glutenproject/execution/GlutenClickHouseMergeTreeWriteOnObjectStorageAbstractSuite.scala
@@ -19,8 +19,6 @@ package io.glutenproject.execution
 import _root_.org.apache.spark.{SPARK_VERSION_SHORT, SparkConf}
 import _root_.org.apache.spark.sql.execution.adaptive.AdaptiveSparkPlanHelper
 
-import java.util.UUID
-
 // Some sqls' line length exceeds 100
 // scalastyle:off line.size.limit
 
@@ -34,26 +32,26 @@ class GlutenClickHouseMergeTreeWriteOnObjectStorageAbstractSuite
   override protected val tpchQueries: String = rootPath + "queries/tpch-queries-ch"
   override protected val queriesResults: String = rootPath + "mergetree-queries-output"
 
-  val S3_METADATA_PATH = s"/tmp/metadata/s3/${UUID.randomUUID().toString}/"
-  val S3_CACHE_PATH = s"/tmp/s3_cache/${UUID.randomUUID().toString}/"
-  val S3_URL = "s3://127.0.0.1:9000/"
-  val MINIO_ENDPOINT: String = S3_URL.replace("s3", "http")
-  val S3A_URL: String = S3_URL.replace("s3", "s3a")
-  val BUCKET_NAME = "test"
+  protected val sparkVersion: String = {
+    val version = SPARK_VERSION_SHORT.split("\\.")
+    version(0) + "." + version(1)
+  }
+
+  val S3_METADATA_PATH = s"/tmp/metadata/s3/$sparkVersion/"
+  val S3_CACHE_PATH = s"/tmp/s3_cache/$sparkVersion/"
+  val S3_ENDPOINT = "s3://127.0.0.1:9000/"
+  val MINIO_ENDPOINT: String = S3_ENDPOINT.replace("s3", "http")
+  val BUCKET_NAME: String = sparkVersion
   val WHOLE_PATH: String = MINIO_ENDPOINT + BUCKET_NAME + "/"
 
-  val HDFS_METADATA_PATH = s"/tmp/metadata/hdfs/${UUID.randomUUID().toString}/"
-  val HDFS_CACHE_PATH = s"/tmp/hdfs_cache/${UUID.randomUUID().toString}/"
-  val HDFS_URL = "hdfs://127.0.0.1:8020"
+  val HDFS_METADATA_PATH = s"/tmp/metadata/hdfs/$sparkVersion/"
+  val HDFS_CACHE_PATH = s"/tmp/hdfs_cache/$sparkVersion/"
+  val HDFS_URL_ENDPOINT = s"hdfs://127.0.0.1:8020"
+  val HDFS_URL = s"$HDFS_URL_ENDPOINT/$sparkVersion"
 
   val S3_ACCESS_KEY = "BypTYzcXOlfr03FFIvt4"
   val S3_SECRET_KEY = "K9MDaGItPSaphorZM8t4hXf30gHF9dBWi6L2dK5E"
 
-  protected lazy val sparkVersion: String = {
-    val version = SPARK_VERSION_SHORT.split("\\.")
-    version(0) + "." + version(1)
-  }
-
   override protected def sparkConf: SparkConf = {
     super.sparkConf
       .set("spark.shuffle.manager", "org.apache.spark.shuffle.sort.ColumnarShuffleManager")
@@ -110,7 +108,7 @@ class GlutenClickHouseMergeTreeWriteOnObjectStorageAbstractSuite
         "hdfs_gluten")
       .set(
         "spark.gluten.sql.columnar.backend.ch.runtime_config.storage_configuration.disks.hdfs.endpoint",
-        HDFS_URL + "/")
+        HDFS_URL_ENDPOINT + "/")
       .set(
         "spark.gluten.sql.columnar.backend.ch.runtime_config.storage_configuration.disks.hdfs.metadata_path",
         HDFS_METADATA_PATH)