diff --git a/.github/workflows/velox_docker.yml b/.github/workflows/velox_docker.yml
index dc007c5760aa..ca065609163e 100644
--- a/.github/workflows/velox_docker.yml
+++ b/.github/workflows/velox_docker.yml
@@ -41,6 +41,8 @@ on:
       - 'cpp/core/**'
       - 'dev/**'
 
+env:
+  MVN_CMD: 'mvn -ntp'
 
 concurrency:
   group: ${{ github.repository }}-${{ github.head_ref || github.sha }}-${{ github.workflow }}
@@ -124,9 +126,9 @@ jobs:
           cd $GITHUB_WORKSPACE/
           export JAVA_HOME=/usr/lib/jvm/${{ matrix.java }}-openjdk-amd64
           echo "JAVA_HOME: $JAVA_HOME"
-          mvn -ntp clean install -P${{ matrix.spark }} -P${{ matrix.java }} -Pbackends-velox -DskipTests
+          $MVN_CMD clean install -P${{ matrix.spark }} -P${{ matrix.java }} -Pbackends-velox -DskipTests
           cd $GITHUB_WORKSPACE/tools/gluten-it
-          mvn -ntp clean install -P${{ matrix.spark }} -P${{ matrix.java }} \
+          $MVN_CMD clean install -P${{ matrix.spark }} -P${{ matrix.java }} \
           && GLUTEN_IT_JVM_ARGS=-Xmx5G sbin/gluten-it.sh queries-compare \
             --local --preset=velox --benchmark-type=h --error-on-memleak --off-heap-size=10g -s=1.0 --threads=16 --iterations=1 \
           && GLUTEN_IT_JVM_ARGS=-Xmx5G sbin/gluten-it.sh queries-compare \
@@ -191,9 +193,9 @@ jobs:
         run: |
           echo "JAVA_HOME: $JAVA_HOME"
           cd $GITHUB_WORKSPACE/
-          mvn -ntp clean install -P${{ matrix.spark }} -P${{ matrix.java }} -Pbackends-velox -DskipTests
+          $MVN_CMD clean install -P${{ matrix.spark }} -P${{ matrix.java }} -Pbackends-velox -DskipTests
           cd $GITHUB_WORKSPACE/tools/gluten-it
-          mvn -ntp clean install -P${{ matrix.spark }} -P${{ matrix.java }}
+          $MVN_CMD clean install -P${{ matrix.spark }} -P${{ matrix.java }}
       - name: Run TPC-H / TPC-DS
         run: |
           echo "JAVA_HOME: $JAVA_HOME"
@@ -254,9 +256,9 @@ jobs:
       - name: Build for Spark ${{ matrix.spark }}
         run: |
           cd $GITHUB_WORKSPACE/ 
-          mvn -ntp clean install -P${{ matrix.spark }} -Pbackends-velox -DskipTests
+          $MVN_CMD clean install -P${{ matrix.spark }} -Pbackends-velox -DskipTests
           cd $GITHUB_WORKSPACE/tools/gluten-it
-          mvn -ntp clean install -P${{ matrix.spark }}
+          $MVN_CMD clean install -P${{ matrix.spark }}
           GLUTEN_IT_JVM_ARGS=-Xmx6G sbin/gluten-it.sh data-gen-only --local --benchmark-type=ds -s=30.0 --threads=12
       - name: TPC-DS SF30.0 Parquet local spark3.2 Q67/Q95 low memory, memory isolation off
         run: |
@@ -356,9 +358,9 @@ jobs:
       - name: Build for Spark ${{ matrix.spark }}
         run: |
           cd $GITHUB_WORKSPACE/ 
-          mvn -ntp clean install -P${{ matrix.spark }} -Pbackends-velox -DskipTests
+          $MVN_CMD clean install -P${{ matrix.spark }} -Pbackends-velox -DskipTests
           cd $GITHUB_WORKSPACE/tools/gluten-it
-          mvn -ntp clean install -P${{ matrix.spark }}
+          $MVN_CMD clean install -P${{ matrix.spark }}
           GLUTEN_IT_JVM_ARGS=-Xmx6G sbin/gluten-it.sh data-gen-only --local --benchmark-type=ds -s=30.0 --threads=12
       - name: TPC-DS SF30.0 Parquet local spark3.2 random kill tasks
         run: |
@@ -404,9 +406,9 @@ jobs:
   #     - name: Build for Spark ${{ matrix.spark }}
   #       run: |
   #         cd $GITHUB_WORKSPACE/ 
-  #         mvn -ntp clean install -P${{ matrix.spark }} -Pbackends-velox -DskipTests
+  #         $MVN_CMD clean install -P${{ matrix.spark }} -Pbackends-velox -DskipTests
   #         cd $GITHUB_WORKSPACE/tools/gluten-it
-  #         mvn -ntp clean install -P${{ matrix.spark }}
+  #         $MVN_CMD clean install -P${{ matrix.spark }}
   #         GLUTEN_IT_JVM_ARGS=-Xmx6G sbin/gluten-it.sh data-gen-only --local --benchmark-type=h -s=30.0 --threads=12
   #         GLUTEN_IT_JVM_ARGS=-Xmx6G sbin/gluten-it.sh data-gen-only --local --benchmark-type=ds -s=30.0 --threads=12
   #     - name: TPC-H / TPC-DS SF30.0 Parquet local ${{ matrix.spark }}
@@ -454,7 +456,7 @@ jobs:
           cd $GITHUB_WORKSPACE/ && \
           export MAVEN_HOME=/usr/lib/maven && \
           export PATH=${PATH}:${MAVEN_HOME}/bin && \
-          mvn clean install -P${{ matrix.spark }} -Pbackends-velox -Puniffle -DskipTests
+          $MVN_CMD clean install -P${{ matrix.spark }} -Pbackends-velox -Puniffle -DskipTests
       - name: TPC-H SF1.0 && TPC-DS SF1.0 Parquet local spark3.2 with uniffle 0.8.0
         run: |
           export MAVEN_HOME=/usr/lib/maven && \
@@ -466,7 +468,7 @@ jobs:
           sed -i '250d' ./server/src/main/java/org/apache/uniffle/server/ShuffleTaskManager.java && \
           sed -i '228d' ./server/src/main/java/org/apache/uniffle/server/ShuffleTaskManager.java && \
           sed -i '226d' ./server/src/main/java/org/apache/uniffle/server/ShuffleTaskManager.java && \
-          mvn clean install -Phadoop2.8 -DskipTests
+          $MVN_CMD clean install -Phadoop2.8 -DskipTests
           cd /opt && \
           wget -nv https://archive.apache.org/dist/incubator/uniffle/0.8.0/apache-uniffle-0.8.0-incubating-bin.tar.gz && \
           tar xzf apache-uniffle-0.8.0-incubating-bin.tar.gz -C /opt/ && mv /opt/rss-0.8.0-hadoop2.8 /opt/uniffle && \
@@ -480,7 +482,7 @@ jobs:
           bash -c "echo -e 'rss.coordinator.shuffle.nodes.max 1\nrss.rpc.server.port 19999' > ./conf/coordinator.conf" && \
           bash -c "echo -e 'rss.server.app.expired.withoutHeartbeat 7200000\nrss.server.heartbeat.delay 3000\nrss.rpc.server.port 19997\nrss.jetty.http.port 19996\nrss.server.netty.port 19995\nrss.storage.basePath /opt/uniffle/shuffle_data\nrss.storage.type MEMORY_LOCALFILE\nrss.coordinator.quorum localhost:19999\nrss.server.flush.thread.alive 10\nrss.server.single.buffer.flush.threshold 64m' > ./conf/server.conf" && \
           bash ./bin/start-coordinator.sh && bash ./bin/start-shuffle-server.sh
-          cd $GITHUB_WORKSPACE/tools/gluten-it && mvn clean install -Pspark-3.2 -Puniffle && \
+          cd $GITHUB_WORKSPACE/tools/gluten-it && $MVN_CMD clean install -Pspark-3.2 -Puniffle && \
           GLUTEN_IT_JVM_ARGS=-Xmx5G sbin/gluten-it.sh queries-compare \
             --local --preset=velox-with-uniffle --benchmark-type=h --error-on-memleak --off-heap-size=10g -s=1.0 --threads=16 --iterations=1
 
@@ -511,7 +513,7 @@ jobs:
       - name: Build for Spark ${{ matrix.spark }}
         run: |
           cd $GITHUB_WORKSPACE/
-          mvn clean install -P${{ matrix.spark }} -Pbackends-velox -Pceleborn -DskipTests
+          $MVN_CMD clean install -P${{ matrix.spark }} -Pbackends-velox -Pceleborn -DskipTests
       - name: TPC-H SF1.0 && TPC-DS SF1.0 Parquet local spark3.2 with ${{ matrix.celeborn }}
         run: |
           export JAVA_HOME=/usr/lib/jvm/java-8-openjdk-amd64
@@ -527,7 +529,7 @@ jobs:
           bash -c "echo -e 'CELEBORN_MASTER_MEMORY=4g\nCELEBORN_WORKER_MEMORY=4g\nCELEBORN_WORKER_OFFHEAP_MEMORY=8g' > ./conf/celeborn-env.sh" && \
           bash -c "echo -e 'celeborn.worker.commitFiles.threads 128\nceleborn.worker.sortPartition.threads 64' > ./conf/celeborn-defaults.conf" && \
           bash ./sbin/start-master.sh && bash ./sbin/start-worker.sh && \
-          cd $GITHUB_WORKSPACE/tools/gluten-it && mvn clean install -Pspark-3.2 -Pceleborn ${EXTRA_PROFILE} && \
+          cd $GITHUB_WORKSPACE/tools/gluten-it && $MVN_CMD clean install -Pspark-3.2 -Pceleborn ${EXTRA_PROFILE} && \
           GLUTEN_IT_JVM_ARGS=-Xmx5G sbin/gluten-it.sh queries-compare \
             --local --preset=velox-with-celeborn --benchmark-type=h --error-on-memleak --off-heap-size=10g -s=1.0 --threads=8 --iterations=1 && \
           GLUTEN_IT_JVM_ARGS=-Xmx5G sbin/gluten-it.sh queries-compare \
@@ -653,8 +655,8 @@ jobs:
         run: |
           cd $GITHUB_WORKSPACE/
           export SPARK_SCALA_VERSION=2.12
-          mvn -ntp clean install -Pspark-3.2 -Pspark-ut -Pbackends-velox -Pceleborn -Piceberg -Pdelta -DargLine="-Dspark.test.home=$GITHUB_WORKSPACE//shims/spark32/spark_home/" -DtagsToExclude=org.apache.spark.tags.ExtendedSQLTest,org.apache.gluten.tags.UDFTest,org.apache.gluten.tags.SkipTestTags && \
-          mvn -ntp test -Pspark-3.2 -Pbackends-velox -Piceberg -Pdelta -DtagsToExclude=None -DtagsToInclude=org.apache.gluten.tags.UDFTest
+          $MVN_CMD clean install -Pspark-3.2 -Pspark-ut -Pbackends-velox -Pceleborn -Piceberg -Pdelta -DargLine="-Dspark.test.home=$GITHUB_WORKSPACE//shims/spark32/spark_home/" -DtagsToExclude=org.apache.spark.tags.ExtendedSQLTest,org.apache.gluten.tags.UDFTest,org.apache.gluten.tags.SkipTestTags && \
+          $MVN_CMD test -Pspark-3.2 -Pbackends-velox -Piceberg -Pdelta -DtagsToExclude=None -DtagsToInclude=org.apache.gluten.tags.UDFTest
       - name: Upload golden files
         if: failure()
         uses: actions/upload-artifact@v4
@@ -715,7 +717,7 @@ jobs:
       - name: Build and run unit test for Spark 3.2.2 (slow tests)
         run: |
           cd $GITHUB_WORKSPACE/
-          mvn -ntp clean install -Pspark-3.2 -Pspark-ut -Pbackends-velox -Pceleborn -Piceberg -Pdelta -DargLine="-Dspark.test.home=$GITHUB_WORKSPACE//shims/spark32/spark_home/" -DtagsToInclude=org.apache.spark.tags.ExtendedSQLTest
+          $MVN_CMD clean install -Pspark-3.2 -Pspark-ut -Pbackends-velox -Pceleborn -Piceberg -Pdelta -DargLine="-Dspark.test.home=$GITHUB_WORKSPACE//shims/spark32/spark_home/" -DtagsToInclude=org.apache.spark.tags.ExtendedSQLTest
 
   run-spark-test-spark33:
     needs: build-native-lib-centos-8
@@ -782,8 +784,8 @@ jobs:
         run: |
           cd $GITHUB_WORKSPACE/
           export SPARK_SCALA_VERSION=2.12
-          mvn -ntp clean install -Pspark-3.3 -Pbackends-velox -Pceleborn -Piceberg -Pdelta -Pspark-ut -DargLine="-Dspark.test.home=$GITHUB_WORKSPACE//shims/spark33/spark_home/" -DtagsToExclude=org.apache.spark.tags.ExtendedSQLTest,org.apache.gluten.tags.UDFTest,org.apache.gluten.tags.SkipTestTags && \
-          mvn -ntp test -Pspark-3.3 -Pbackends-velox -Piceberg -Pdelta -DtagsToExclude=None -DtagsToInclude=org.apache.gluten.tags.UDFTest
+          $MVN_CMD clean install -Pspark-3.3 -Pbackends-velox -Pceleborn -Piceberg -Pdelta -Pspark-ut -DargLine="-Dspark.test.home=$GITHUB_WORKSPACE//shims/spark33/spark_home/" -DtagsToExclude=org.apache.spark.tags.ExtendedSQLTest,org.apache.gluten.tags.UDFTest,org.apache.gluten.tags.SkipTestTags && \
+          $MVN_CMD test -Pspark-3.3 -Pbackends-velox -Piceberg -Pdelta -DtagsToExclude=None -DtagsToInclude=org.apache.gluten.tags.UDFTest
       - name: Upload golden files
         if: failure()
         uses: actions/upload-artifact@v4
@@ -840,7 +842,7 @@ jobs:
       - name: Build and Run unit test for Spark 3.3.1 (slow tests)
         run: |
           cd $GITHUB_WORKSPACE/
-          mvn -ntp clean install -Pspark-3.3 -Pbackends-velox -Pceleborn -Piceberg -Pdelta -Pspark-ut -DargLine="-Dspark.test.home=$GITHUB_WORKSPACE//shims/spark33/spark_home/" -DtagsToInclude=org.apache.spark.tags.ExtendedSQLTest
+          $MVN_CMD clean install -Pspark-3.3 -Pbackends-velox -Pceleborn -Piceberg -Pdelta -Pspark-ut -DargLine="-Dspark.test.home=$GITHUB_WORKSPACE//shims/spark33/spark_home/" -DtagsToInclude=org.apache.spark.tags.ExtendedSQLTest
 
   run-spark-test-spark34:
     needs: build-native-lib-centos-8
@@ -907,8 +909,8 @@ jobs:
         run: |
           cd $GITHUB_WORKSPACE/
           export SPARK_SCALA_VERSION=2.12
-          mvn -ntp clean install -Pspark-3.4 -Pbackends-velox -Pceleborn -Piceberg -Pdelta -Pspark-ut -DargLine="-Dspark.test.home=$GITHUB_WORKSPACE//shims/spark34/spark_home/" -DtagsToExclude=org.apache.spark.tags.ExtendedSQLTest,org.apache.gluten.tags.UDFTest,org.apache.gluten.tags.SkipTestTags && \
-          mvn -ntp test -Pspark-3.4 -Pbackends-velox -Piceberg -Pdelta -DtagsToExclude=None -DtagsToInclude=org.apache.gluten.tags.UDFTest
+          $MVN_CMD clean install -Pspark-3.4 -Pbackends-velox -Pceleborn -Piceberg -Pdelta -Pspark-ut -DargLine="-Dspark.test.home=$GITHUB_WORKSPACE//shims/spark34/spark_home/" -DtagsToExclude=org.apache.spark.tags.ExtendedSQLTest,org.apache.gluten.tags.UDFTest,org.apache.gluten.tags.SkipTestTags && \
+          $MVN_CMD test -Pspark-3.4 -Pbackends-velox -Piceberg -Pdelta -DtagsToExclude=None -DtagsToInclude=org.apache.gluten.tags.UDFTest
       - name: Upload golden files
         if: failure()
         uses: actions/upload-artifact@v4
@@ -965,7 +967,7 @@ jobs:
       - name: Build and Run unit test for Spark 3.4.2 (slow tests)
         run: |
           cd $GITHUB_WORKSPACE/
-          mvn -ntp clean install -Pspark-3.4 -Pbackends-velox -Pceleborn -Piceberg -Pdelta -Pspark-ut -DargLine="-Dspark.test.home=$GITHUB_WORKSPACE//shims/spark34/spark_home/" -DtagsToInclude=org.apache.spark.tags.ExtendedSQLTest
+          $MVN_CMD clean install -Pspark-3.4 -Pbackends-velox -Pceleborn -Piceberg -Pdelta -Pspark-ut -DargLine="-Dspark.test.home=$GITHUB_WORKSPACE//shims/spark34/spark_home/" -DtagsToInclude=org.apache.spark.tags.ExtendedSQLTest
 
   run-spark-test-spark35:
     needs: build-native-lib-centos-8
@@ -1032,8 +1034,8 @@ jobs:
         run: |
           cd $GITHUB_WORKSPACE/
           export SPARK_SCALA_VERSION=2.12
-          mvn -ntp clean install -Pspark-3.5 -Pbackends-velox -Pceleborn -Piceberg -Pdelta -Pspark-ut -DargLine="-Dspark.test.home=$GITHUB_WORKSPACE//shims/spark35/spark_home/" -DtagsToExclude=org.apache.spark.tags.ExtendedSQLTest,org.apache.gluten.tags.UDFTest,org.apache.gluten.tags.SkipTestTags && \
-          mvn -ntp test -Pspark-3.5 -Pbackends-velox -Piceberg -Pdelta -DtagsToExclude=None -DtagsToInclude=org.apache.gluten.tags.UDFTest
+          $MVN_CMD clean install -Pspark-3.5 -Pbackends-velox -Pceleborn -Piceberg -Pdelta -Pspark-ut -DargLine="-Dspark.test.home=$GITHUB_WORKSPACE//shims/spark35/spark_home/" -DtagsToExclude=org.apache.spark.tags.ExtendedSQLTest,org.apache.gluten.tags.UDFTest,org.apache.gluten.tags.SkipTestTags && \
+          $MVN_CMD test -Pspark-3.5 -Pbackends-velox -Piceberg -Pdelta -DtagsToExclude=None -DtagsToInclude=org.apache.gluten.tags.UDFTest
       - name: Upload golden files
         if: failure()
         uses: actions/upload-artifact@v4
@@ -1095,4 +1097,4 @@ jobs:
       - name: Build and Run unit test for Spark 3.5.1 (slow tests)
         run: |
           cd $GITHUB_WORKSPACE/
-          mvn -ntp clean install -Pspark-3.5 -Pbackends-velox -Pceleborn -Piceberg -Pdelta -Pspark-ut -DargLine="-Dspark.test.home=$GITHUB_WORKSPACE//shims/spark35/spark_home/" -DtagsToInclude=org.apache.spark.tags.ExtendedSQLTest
\ No newline at end of file
+          $MVN_CMD clean install -Pspark-3.5 -Pbackends-velox -Pceleborn -Piceberg -Pdelta -Pspark-ut -DargLine="-Dspark.test.home=$GITHUB_WORKSPACE//shims/spark35/spark_home/" -DtagsToInclude=org.apache.spark.tags.ExtendedSQLTest
\ No newline at end of file