diff --git a/.github/actions/mac/friesian/mac-friesian-python-exampletest-feature-tf1-pip-spark3/action.yml b/.github/actions/mac/friesian/mac-friesian-python-exampletest-feature-tf1-pip-spark3/action.yml
index 7a73863e1ef..f7ebad994d6 100644
--- a/.github/actions/mac/friesian/mac-friesian-python-exampletest-feature-tf1-pip-spark3/action.yml
+++ b/.github/actions/mac/friesian/mac-friesian-python-exampletest-feature-tf1-pip-spark3/action.yml
@@ -13,7 +13,7 @@ runs:
         export SPARK_HOME=/opt/work/spark-3.4.1
         PATH="/usr/local/opt/gnu-tar/libexec/gnubin:$PATH"
         
-        gsed -i "s/'pyspark=='+PYSPARK_VERSION/'pyspark==3.1.2'/g" python/dllib/src/setup.py
+        gsed -i "s/'pyspark=='+PYSPARK_VERSION/'pyspark==3.4.1'/g" python/dllib/src/setup.py
         gsed -i "s/name='bigdl-dllib'/name='bigdl-dllib-spark3'/g" python/dllib/src/setup.py
         gsed -i "s/dist\/bigdl_dllib-/dist\/bigdl_dllib_spark3-/g" python/dllib/dev/release/release.sh
         bash python/dllib/dev/release/release.sh mac default false false -Dspark.version=3.4.1 -P spark_3.x ${profiles}
diff --git a/.github/actions/mac/friesian/mac-friesian-python-exampletest-tf2-pip-spark3/action.yml b/.github/actions/mac/friesian/mac-friesian-python-exampletest-tf2-pip-spark3/action.yml
index d625de0b840..b557a97da05 100644
--- a/.github/actions/mac/friesian/mac-friesian-python-exampletest-tf2-pip-spark3/action.yml
+++ b/.github/actions/mac/friesian/mac-friesian-python-exampletest-tf2-pip-spark3/action.yml
@@ -12,7 +12,7 @@ runs:
         export KERAS_BACKEND=tensorflow
         export SPARK_HOME=/opt/work/spark-3.4.1
         PATH="/usr/local/opt/gnu-tar/libexec/gnubin:$PATH"
-        gsed -i "s/'pyspark=='+PYSPARK_VERSION/'pyspark==3.1.2'/g" python/dllib/src/setup.py
+        gsed -i "s/'pyspark=='+PYSPARK_VERSION/'pyspark==3.4.1'/g" python/dllib/src/setup.py
         gsed -i "s/name='bigdl-dllib'/name='bigdl-dllib-spark3'/g" python/dllib/src/setup.py
         gsed -i "s/dist\/bigdl_dllib-/dist\/bigdl_dllib_spark3-/g" python/dllib/dev/release/release.sh
         bash python/dllib/dev/release/release.sh mac default false false -Dspark.version=3.4.1 -P spark_3.x ${profiles}
diff --git a/.github/actions/mac/friesian/mac-friesian-python-ut-pip-spark3/action.yml b/.github/actions/mac/friesian/mac-friesian-python-ut-pip-spark3/action.yml
index 07c5e825958..5e087da5cd0 100644
--- a/.github/actions/mac/friesian/mac-friesian-python-ut-pip-spark3/action.yml
+++ b/.github/actions/mac/friesian/mac-friesian-python-ut-pip-spark3/action.yml
@@ -12,7 +12,7 @@ runs:
         export KERAS_BACKEND=tensorflow
         export SPARK_HOME=/opt/work/spark-3.4.1
 
-        gsed -i "s/'pyspark=='+PYSPARK_VERSION/'pyspark==3.1.2'/g" python/dllib/src/setup.py
+        gsed -i "s/'pyspark=='+PYSPARK_VERSION/'pyspark==3.4.1'/g" python/dllib/src/setup.py
         gsed -i "s/name='bigdl-dllib'/name='bigdl-dllib-spark3'/g" python/dllib/src/setup.py
         gsed -i "s/dist\/bigdl_dllib-/dist\/bigdl_dllib_spark3-/g" python/dllib/dev/release/release.sh
         bash python/dllib/dev/release/release.sh mac default false false -Dspark.version=3.4.1 -P spark_3.x ${profiles}
diff --git a/.github/actions/mac/orca/mac-orca-python-ut-ray-spark3/action.yml b/.github/actions/mac/orca/mac-orca-python-ut-ray-spark3/action.yml
index 9333187c1c9..69f6f5e03e9 100644
--- a/.github/actions/mac/orca/mac-orca-python-ut-ray-spark3/action.yml
+++ b/.github/actions/mac/orca/mac-orca-python-ut-ray-spark3/action.yml
@@ -14,7 +14,7 @@ runs:
         export MASTER=local[4]
         export HDFS_URI=/Users/arda/data
         
-        gsed -i "s/'pyspark=='+PYSPARK_VERSION/'pyspark==3.1.2'/g" python/dllib/src/setup.py
+        gsed -i "s/'pyspark=='+PYSPARK_VERSION/'pyspark==3.4.1'/g" python/dllib/src/setup.py
         gsed -i "s/name='bigdl-dllib'/name='bigdl-dllib-spark3'/g" python/dllib/src/setup.py
         gsed -i "s/dist\/bigdl_dllib-/dist\/bigdl_dllib_spark3-/g" python/dllib/dev/release/release.sh
         bash python/dllib/dev/release/release.sh mac default false false -Dspark.version=3.4.1 -P spark_3.x ${profiles}
diff --git a/.github/actions/mac/orca/mac-orca-python-ut-spark3/action.yml b/.github/actions/mac/orca/mac-orca-python-ut-spark3/action.yml
index e6f1427940e..9463ec85947 100644
--- a/.github/actions/mac/orca/mac-orca-python-ut-spark3/action.yml
+++ b/.github/actions/mac/orca/mac-orca-python-ut-spark3/action.yml
@@ -15,7 +15,7 @@ runs:
         export HDFS_URI=/Users/arda/data
         export PATH=/opt/maven/apache-maven-3.6.3/bin:$PATH
         
-        gsed -i "s/'pyspark=='+PYSPARK_VERSION/'pyspark==3.1.2'/g" python/dllib/src/setup.py
+        gsed -i "s/'pyspark=='+PYSPARK_VERSION/'pyspark==3.4.1'/g" python/dllib/src/setup.py
         gsed -i "s/name='bigdl-dllib'/name='bigdl-dllib-spark3'/g" python/dllib/src/setup.py
         gsed -i "s/dist\/bigdl_dllib-/dist\/bigdl_dllib_spark3-/g" python/dllib/dev/release/release.sh
         bash python/dllib/dev/release/release.sh mac default false false -Dspark.version=3.4.1 -P spark_3.x -Ddata-store-url=http://10.239.45.10:8081/repository/raw -U