diff --git a/docker/start_hdfs_fuse.sh b/docker/start_hdfs_fuse.sh
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+#!/bin/bash
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements.  See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License.  You may obtain a copy of the License at
+#
+#    http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+declare -r DOCKER_FOLDER=$(cd -- "$(dirname -- "${BASH_SOURCE[0]}")" &>/dev/null && pwd)
+source $DOCKER_FOLDER/docker_build_common.sh
+
+# ===============================[global variables]===============================
+declare -r VERSION=${VERSION:-3.3.4}
+declare -r REPO=${REPO:-ghcr.io/skiptests/astraea/hdfs-fuse}
+declare -r IMAGE_NAME="$REPO:$VERSION"
+declare -r TMP_DOCKER_FOLDER=/tmp/docker
+declare -r DOCKERFILE=$TMP_DOCKER_FOLDER/hdfs-fuse.dockerfile
+declare -r CONTAINER_NAME="hdfs-fuse"
+declare -r HADOOP_SRC_PATH=$TMP_DOCKER_FOLDER/hadoop-src
+declare -r FUSE_DFS_WRAPPER_SH=$HADOOP_SRC_PATH/fuse_dfs_wrapper.sh
+
+# ===================================[functions]===================================
+
+function showHelp() {
+  echo "Usage: [ENV] start_hdfs_fuse.sh"
+  echo "ENV: "
+  echo "    REPO=astraea/datanode     set the docker repo"
+  echo "    VERSION=3.3.4              set version of hadoop distribution"
+  echo "    BUILD=false                set true if you want to build image locally"
+  echo "    RUN=false                  set false if you want to build/pull image only"
+}
+
+function generateDockerfile() {
+  echo "#this dockerfile is generated dynamically
+FROM ubuntu:22.04
+
+#copy hadoop
+COPY hadoop-src/ /opt/hadoop/
+
+#install tools
+RUN apt-get update && apt-get install -y openjdk-11-jre fuse
+
+RUN echo \"user_allow_other\" >> /etc/fuse.conf
+
+ENV HADOOP_HOME /opt/hadoop
+ENV JAVA_HOME /usr/lib/jvm/java-11-openjdk-amd64
+WORKDIR /opt/hadoop
+
+#add user
+RUN groupadd astraea && useradd -ms /bin/bash -g astraea astraea
+
+RUN mkdir /mnt/hdfs
+
+#change user
+RUN chown -R $USER:$USER /opt/hadoop /mnt/hdfs
+RUN chmod 755 fuse_dfs_wrapper.sh
+USER $USER
+
+" >"$DOCKERFILE"
+}
+
+function checkGit() {
+  if [[ "$(which git)" == "" ]]; then
+    echo "you have to install git"
+    exit 2
+  fi
+}
+
+function cloneSrcIfNeed() {
+  if [[ ! -d "$HADOOP_SRC_PATH" ]]; then
+    mkdir -p $HADOOP_SRC_PATH
+    git clone https://github.com/apache/hadoop.git $HADOOP_SRC_PATH
+  fi
+}
+
+function replaceLine() {
+  local line_number=$1
+  local text=$2
+  local file=$3
+
+  if [[ "$(uname)" == "Darwin" ]]; then
+    sed -i "" "${line_number}s/.*/${text}/" $file
+  else
+    sed -i "${line_number}s/.*/${text}/" $file
+  fi
+}
+
+function buildSrc() {
+  checkGit
+  cloneSrcIfNeed
+  cd $HADOOP_SRC_PATH
+  git checkout rel/release-${VERSION}
+  replaceLine 17 USER=\$\(whoami\) start-build-env.sh
+  ./start-build-env.sh mvn clean package -Pnative -DskipTests -Drequire.fuse=true -Dmaven.javadoc.skip=true
+}
+
+function generateFuseDfsWrapper() {
+  cat > "$FUSE_DFS_WRAPPER_SH" << 'EOF'
+#!/usr/bin/env bash
+
+export FUSEDFS_PATH="$HADOOP_HOME/hadoop-hdfs-project/hadoop-hdfs-native-client/target/main/native/fuse-dfs"
+export LIBHDFS_PATH="$HADOOP_HOME/hadoop-hdfs-project/hadoop-hdfs-native-client/target/native/target/usr/local/lib"
+export PATH=$FUSEDFS_PATH:$PATH
+export LD_LIBRARY_PATH=$LIBHDFS_PATH:$JAVA_HOME/lib/server
+while IFS= read -r -d '' file
+do
+  export CLASSPATH=$CLASSPATH:$file
+done < <(find "$HADOOP_HOME/hadoop-tools" -name "*.jar" -print0)
+
+fuse_dfs "$@"
+EOF
+}
+
+function buildImageIfNeed() {
+  local imageName="$1"
+  if [[ "$(docker images -q "$imageName" 2>/dev/null)" == "" ]]; then
+    local needToBuild="true"
+    if [[ "$BUILD" == "false" ]]; then
+      docker pull "$imageName" 2>/dev/null
+      if [[ "$?" == "0" ]]; then
+        needToBuild="false"
+      else
+        echo "Can't find $imageName from repo. Will build $imageName on the local"
+      fi
+    fi
+    if [[ "$needToBuild" == "true" ]]; then
+      buildSrc
+      generateFuseDfsWrapper
+      generateDockerfile
+      docker build --no-cache -t "$imageName" -f "$DOCKERFILE" "$TMP_DOCKER_FOLDER"
+      if [[ "$?" != "0" ]]; then
+        exit 2
+      fi
+    fi
+  fi
+}
+
+# ===================================[main]===================================
+
+checkDocker
+buildImageIfNeed "$IMAGE_NAME"
+if [[ "$RUN" != "true" ]]; then
+  echo "docker image: $IMAGE_NAME is created"
+  exit 0
+fi
+
+checkNetwork
+
+if [[ $# -gt 0 ]]; then
+  HDFS=$1
+  HDFS_PORT="${HDFS: -5}"
+fi
+
+docker run -d --init \
+  --name $CONTAINER_NAME-$HDFS_PORT \
+  --device /dev/fuse \
+  --cap-add SYS_ADMIN \
+  --security-opt apparmor:unconfined \
+  "$IMAGE_NAME" /bin/bash -c "./fuse_dfs_wrapper.sh -d $HDFS /mnt/hdfs"
+
+docker exec -it -w /mnt/hdfs $CONTAINER_NAME-$HDFS_PORT /bin/bash
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