diff --git a/PyPI/setup.cfg b/PyPI/setup.cfg
index dc4c87a..79eb742 100644
--- a/PyPI/setup.cfg
+++ b/PyPI/setup.cfg
@@ -1,7 +1,7 @@
 [metadata]
 # replace with your username:
 name = guan
-version = 0.1.168
+version = 0.1.169
 author = guanjihuan
 author_email = guanjihuan@163.com
 description = An open source python package
diff --git a/PyPI/src/guan/data_processing.py b/PyPI/src/guan/data_processing.py
index 9609426..e9acf29 100644
--- a/PyPI/src/guan/data_processing.py
+++ b/PyPI/src/guan/data_processing.py
@@ -125,13 +125,26 @@ def make_sh_file_for_qsub(sh_filename='a', command_line='python a.py', cpu_num=1
     with open(sh_filename+'.sh', 'w') as f:
         f.write(sh_content)
 
+# 创建一个sh文件用于提交任务（Slurm）
+def make_sh_file_for_sbatch(sh_filename='a', command_line='python a.py', cpu_num=1, task_name='task', cd_dir=0):
+    sh_content = \
+        '#!/bin/sh\n' \
+        +'#SBATCH --job-name='+task_name+'\n' \
+        +'#SBATCH --cpus-per-task='+str(cpu_num)+'\n'
+    if cd_dir==1:
+        sh_content += 'cd $PBS_O_WORKDIR\n'
+    sh_content += command_line
+    with open(sh_filename+'.sh', 'w') as f:
+        f.write(sh_content)
+
 # 创建一个sh文件用于提交任务（LSF）
-def make_sh_file_for_bsub(sh_filename='a', command_line='python a.py', cpu_num=1, task_name='task', queue_name='score', cd_dir=0):
+def make_sh_file_for_bsub(sh_filename='a', command_line='python a.py', cpu_num=1, task_name='task', cd_dir=0, bsub_q=0, queue_name='score'):
     sh_content = \
         '#!/bin/sh\n' \
         +'#BSUB -J '+task_name+'\n' \
-        +'#BSUB -q '+queue_name+'\n' \
         +'#BSUB -n '+str(cpu_num)+'\n'
+    if bsub_q==1:
+        sh_content += '#BSUB -q '+queue_name+'\n'
     if cd_dir==1:
         sh_content += 'cd $PBS_O_WORKDIR\n'
     sh_content += command_line
@@ -143,6 +156,11 @@ def qsub_task(filename='a', file_format='.sh'):
     import os
     os.system('qsub '+filename+file_format)
 
+# sbatch 提交任务（Slurm）
+def sbatch_task(filename='a', file_format='.sh'):
+    import os
+    os.system('sbatch '+filename+file_format)
+
 # bsub 提交任务（LSF）
 def bsub_task(filename='a', file_format='.sh'):
     import os
@@ -185,6 +203,43 @@ def copy_py_sh_file_and_qsub_task(parameter_array, py_filename='a', old_str_in_p
         # qsub task
         os.system('qsub '+new_file)
 
+# 复制.py和.sh文件，然后提交任务，实现半手动并行（Slurm）
+def copy_py_sh_file_and_sbatch_task(parameter_array, py_filename='a', old_str_in_py='parameter = 0', new_str_in_py='parameter = ', sh_filename='a', task_name='task'):
+    import os
+    parameter_str_array = []
+    for i0 in parameter_array:
+        parameter_str_array.append(str(i0))
+    index = 0
+    for parameter_str in parameter_str_array:
+        index += 1
+        # copy python file
+        old_file = py_filename+'.py'
+        new_file = py_filename+'_'+str(index)+'.py'
+        os.system('cp '+old_file+' '+new_file)
+        with open(new_file, 'r') as f:
+            content  = f.read()
+        old_str = old_str_in_py
+        new_str = new_str_in_py+parameter_str
+        content = content.replace(old_str, new_str)
+        with open(py_filename+'_'+str(index)+'.py', 'w') as f:
+            f.write(content)
+        # copy sh file
+        old_file = sh_filename+'.sh'
+        new_file = sh_filename+'_'+str(index)+'.sh'
+        os.system('cp '+old_file+' '+new_file)
+        with open(new_file, 'r') as f:
+            content  = f.read()
+        old_str = 'python '+py_filename+'.py'
+        new_str = 'python '+py_filename+'_'+str(index)+'.py'
+        content = content.replace(old_str, new_str)
+        old_str = '#SBATCH --job-name='+task_name
+        new_str = '#SBATCH --job-name='+task_name+'_'+str(index)
+        content = content.replace(old_str, new_str)
+        with open(sh_filename+'_'+str(index)+'.sh', 'w') as f: 
+            f.write(content)
+        # sbatch task
+        os.system('sbatch '+new_file)
+
 # 复制.py和.sh文件，然后提交任务，实现半手动并行（LSF）
 def copy_py_sh_file_and_bsub_task(parameter_array, py_filename='a', old_str_in_py='parameter = 0', new_str_in_py='parameter = ', sh_filename='a', task_name='task'):
     import os