diff --git a/script/bin/auto.sh b/script/bin/auto.sh
index 0397a85c3d..0db680e9ac 100644
--- a/script/bin/auto.sh
+++ b/script/bin/auto.sh
@@ -140,7 +140,6 @@ function wait_start_process() {
          for code in "${success_status_codes[@]}"; do
              if [ "$health_status" == "$code" ]; then
                  echo -ne "\r[==================================================] 100%\n"
-                 echo -e "${GREEN}Application started completed.${RESET}"
                  return 0
              fi
          done
@@ -149,11 +148,11 @@ function wait_start_process() {
          local filled_length=$((progress * bar_length / 100))
          local empty_length=$((bar_length - filled_length))
          local bar=$(printf '>%.0s' $(seq 1 $filled_length))$(printf ' %.0s' $(seq 1 $empty_length))
-         echo -ne "\r[${bar}] ${progress}% (time consuming: ${formatted_time})"
+         local processing_inline="\r[${bar}] ${progress}% (time consuming: ${formatted_time})"
+         echo -ne "${processing_inline}"
          sleep $delay
      done
-     echo -ne "\r[==================================================] 100% (time consuming: ${formatted_time})\n"
-     echo -e "${RED}Application start failed. Please check the log for details.${RESET}"
+     echo -ne "${processing_inline}\n"
      return 1
 }
 
@@ -218,7 +217,10 @@ start() {
     nohup java ${PARAMS_OPT} ${JVM_OPTS} ${OOM_OPT} ${GC_OPT} -Xverify:none -cp "${CLASS_PATH}" org.dinky.Dinky ${JAR_PARAMS_OPT}  > ${DINKY_LOG_PATH}/dinky-start.log 2>&1 &
     PID=$!
     echo "${PID}" >"${PID_PATH}"/${PID_FILE}
-    wait_start_process
+    if ! wait_start_process; then
+        echo -e "${RED}Application start failed. Please check the log for details. you can execute tail -fn1000 ${DINKY_LOG_PATH}/dinky-start.log to watch the log ${RESET}"
+        exit 1
+    fi
     echo -e "${GREEN}........................................Start Dinky Successfully........................................${RESET}"
     echo -e "${GREEN}current log path : ${DINKY_LOG_PATH}/dinky-start.log , you can execute tail -fn1000 ${DINKY_LOG_PATH}/dinky-start.log to watch the log${RESET}"
   else
@@ -243,7 +245,10 @@ startWithJmx() {
   if [ -z "$pid" ]; then
     nohup java ${PARAMS_OPT} ${JVM_OPTS} ${OOM_OPT} ${GC_OPT} -Xverify:none "${JMX}" -cp "${CLASS_PATH}" org.dinky.Dinky  ${JAR_PARAMS_OPT}  > ${DINKY_LOG_PATH}/dinky-start.log 2>&1 &
     PID=$!
-    wait_start_process
+    if ! wait_start_process; then
+        echo -e "${RED}Application start failed. Please check the log for details. you can execute tail -fn1000 ${DINKY_LOG_PATH}/dinky-start.log to watch the log ${RESET}"
+        exit 1
+    fi
     echo -e "$GREEN........................................Start Dinky with Jmx Successfully........................................$RESET"
     updatePid
 
diff --git a/script/bin/init_flink_dependences.sh b/script/bin/init_flink_dependences.sh
index b17be3aff0..0f0e9b80d0 100644
--- a/script/bin/init_flink_dependences.sh
+++ b/script/bin/init_flink_dependences.sh
@@ -28,27 +28,38 @@ if [ -f "${FLINK_STORE_DIR}/flink-${CURRENT_FLINK_FULL_VERSION}-bin-scala_2.12.t
   fi
 fi
 
-try_tsinghua_mirror() {
+try_mirrors_download_file() {
     local tsinghua_url="https://mirrors.tuna.tsinghua.edu.cn/apache/flink/flink-${CURRENT_FLINK_FULL_VERSION}/flink-${CURRENT_FLINK_FULL_VERSION}-bin-scala_2.12.tgz"
+    local aliyun_url="https://mirrors.aliyun.com/apache/flink/flink-${CURRENT_FLINK_FULL_VERSION}/flink-${CURRENT_FLINK_FULL_VERSION}-bin-scala_2.12.tgz"
     local apache_url="https://archive.apache.org/dist/flink/flink-${CURRENT_FLINK_FULL_VERSION}/flink-${CURRENT_FLINK_FULL_VERSION}-bin-scala_2.12.tgz"
-
     echo -e "${GREEN}Start downloading the Flink-${FLINK_VERSION_SCAN} installation package... Store it in the ${FLINK_STORE_DIR} directory${RESET}"
-    if download_file "$tsinghua_url" "${FLINK_STORE_DIR}"; then
-        echo -e "${BLUE}The address of the currently downloaded Flink installation package is：${tsinghua_url}${RESET}"
+
+    exec_tsinghua_result=$(download_file "$tsinghua_url" "${FLINK_STORE_DIR}")
+    if [ ! "$exec_tsinghua_result" ]; then
+        echo -e "${BLUE}The tsinghua address of the currently downloaded Flink installation package is：${tsinghua_url}${RESET}"
         return 0
     else
-        echo -e "${YELLOW}File not found in Tsinghua University mirror, try downloading from Apache official source...${RESET}"
-        if download_file "$apache_url" "${FLINK_STORE_DIR}"; then
-            echo -e "${BLUE}The address of the currently downloaded Flink installation package is：${apache_url}${RESET}"
+        echo -e "${YELLOW}Failed to download from Tsinghua mirror, try downloading from Aliyun mirror...${RESET}"
+        exec_aliyun_result=$(download_file "$aliyun_url" "${FLINK_STORE_DIR}")
+        if [ "$exec_aliyun_result" ]; then
+            echo -e "${BLUE}The aliyun address of the currently downloaded Flink installation package is：${aliyun_url}${RESET}"
             return 0
         else
-            echo -e "${RED}Downloading from Apache official source also failed, please check the network or download manually。${RESET}"
-            return 1
+            echo -e "${YELLOW}Failed to download from Aliyun mirror too, try downloading from Apache official source...${RESET}"
+
+            exec_apache_result=$(download_file "$apache_url" "${FLINK_STORE_DIR}")
+            if [ "$exec_apache_result" ]; then
+                echo -e "${RED}Downloading from Apache official source also failed, please check the network or download manually。${RESET}"
+                return 1
+            else
+                echo -e "${BLUE}The apache address of the currently downloaded Flink installation package is：${apache_url}${RESET}"
+                return 0
+            fi
         fi
     fi
 }
 
-if ! try_tsinghua_mirror; then
+if ! try_mirrors_download_file; then
     exit 0
 fi
 
@@ -100,6 +111,10 @@ echo -e "${GREEN}Process flink-state-processor-api ...${RESET}"
 cp -r ${full_flink_dir_tmp}/opt/flink-state-processor-api*.jar ${EXTENDS_HOME}/flink${FLINK_VERSION_SCAN}/
 echo -e "${GREEN}Processing completed。${RESET}"
 
+echo -e "${GREEN}Process flink-s3-fs-presto ...${RESET}"
+cp -r ${full_flink_dir_tmp}/opt/flink-s3-fs-presto*.jar ${EXTENDS_HOME}/flink${FLINK_VERSION_SCAN}/
+echo -e "${GREEN}Processing completed。${RESET}"
+
 echo -e "${GREEN} ================= List files in the ${EXTENDS_HOME}/flink${FLINK_VERSION_SCAN}/ directory ==============${RESET}"
 ls -l ${EXTENDS_HOME}/flink${FLINK_VERSION_SCAN}/
 
diff --git a/script/bin/init_jdbc_driver.sh b/script/bin/init_jdbc_driver.sh
index ca9fd9c952..d088e8b667 100644
--- a/script/bin/init_jdbc_driver.sh
+++ b/script/bin/init_jdbc_driver.sh
@@ -3,8 +3,10 @@
 DINKY_LIB_DIR=$1
 
 echo -e "${GREEN}Start downloading the mysql driver package...${RESET}"
-if [ -f "${DINKY_LIB_DIR}/mysql-connector-j-8.4.0.jar" ]; then
-    echo -e "${YELLOW}mysql The driver package already exists, no need to download it again. Skip this step。${RESET}"
+# Run the command to check whether the file exists
+exec_result=$(ll "${DINKY_LIB_DIR}"/mysql-connector-j-8.4.0.jar)
+if [ "$exec_result" ]; then
+    echo -e "${YELLOW}The mysql driver package already exists, no need to download it again. Skip this step。${RESET}"
 else
     download_file https://repo1.maven.org/maven2/com/mysql/mysql-connector-j/8.4.0/mysql-connector-j-8.4.0.jar "${DINKY_LIB_DIR}"
     echo -e "${GREEN}Download is complete, please verify. The downloaded file storage address is： ${DINKY_LIB_DIR}/mysql-connector-j-8.4.0.jar${RESET}"
diff --git a/script/bin/init_tools_main.sh b/script/bin/init_tools_main.sh
index d8757652f6..6ddbced579 100644
--- a/script/bin/init_tools_main.sh
+++ b/script/bin/init_tools_main.sh
@@ -51,24 +51,17 @@ function get_home_path() {
         [[ $SOURCE != /* ]] && SOURCE="$DIR/$SOURCE"
     done
     DIR="$( cd -P "$( dirname "$SOURCE" )" && pwd )"
-    RETURN_HOME_PATH=$(dirname "$DIR")
-}
-
-
-
-if [ -z "${DINKY_HOME}" ]; then
-    echo -e "${RED}DINKY_HOME environment variable is not set. Attempting to determine the correct path...${RESET}"
-    get_home_path
-    APP_HOME="${RETURN_HOME_PATH}"
-else
-    get_home_path
-    if [ "${DINKY_HOME}" != "${RETURN_HOME_PATH}" ]; then
-        echo -e "${YELLOW}DINKY_HOME is not equal to the current path, use new path to init: ${RETURN_HOME_PATH}${RESET}"
-        APP_HOME="${RETURN_HOME_PATH}"
+    local possible_path=$(dirname "$DIR")
+    if [ -d "$possible_path" ]; then  # Verify that the path obtained is a directory, increasing robustness
+        RETURN_HOME_PATH="$possible_path"
     else
-        echo -e "${GREEN}DINKY_HOME is already set to: ${DINKY_HOME}${RESET}"
+        echo -e "${RED}Calculated path $possible_path is not a valid directory. Please check the script location or deployment setup.${RESET}"
+        exit 1
     fi
-fi
+}
+
+get_home_path
+APP_HOME="${RETURN_HOME_PATH}"
 
 echo -e "${GREEN}Dinky root path: ${APP_HOME} ${RESET}"
 
@@ -131,7 +124,12 @@ function download_file() {
     target_file_dir=$2
     echo -e "${GREEN}Start downloading $source_url to $target_file_dir...${RESET}"
     wget -P "${target_file_dir}" "${source_url}"
+    if [ $? -ne 0 ]; then
+        echo -e "${RED}Failed to download $source_url to $target_file_dir. Please check the network connection and try again.${RESET}"
+        return 1
+    fi
     echo -e "${GREEN}Download completed. The downloaded file storage address is: $target_file_dir ${RESET}"
+    return 0
 }
 
 export -f download_file