diff --git a/.DS_Store b/.DS_Store
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diff --git a/__pycache__/BI.cpython-312.pyc b/__pycache__/BI.cpython-312.pyc
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diff --git a/__pycache__/CTime.cpython-312.pyc b/__pycache__/CTime.cpython-312.pyc
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diff --git a/__pycache__/ChanBIZS.cpython-312.pyc b/__pycache__/ChanBIZS.cpython-312.pyc
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diff --git a/__pycache__/ChanLun_Classifier.cpython-312.pyc b/__pycache__/ChanLun_Classifier.cpython-312.pyc
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diff --git a/__pycache__/__init__.cpython-312.pyc b/__pycache__/__init__.cpython-312.pyc
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diff --git a/deploy.sh b/deploy.sh
new file mode 100644
index 0000000..2931380
--- /dev/null
+++ b/deploy.sh
@@ -0,0 +1,82 @@
+#!/bin/bash
+# 缠论分析系统生产环境部署脚本
+
+# 显示执行的命令
+set -x
+
+# 确保脚本在错误时停止
+set -e
+
+# 项目根目录
+PROJECT_DIR=$(pwd)
+echo "项目将部署在: $PROJECT_DIR"
+
+# 创建虚拟环境
+echo "创建Python虚拟环境..."
+python3 -m venv venv
+source venv/bin/activate
+
+# 安装依赖
+echo "安装依赖包..."
+pip install --upgrade pip
+pip install flask pandas matplotlib ccxt pytz talib-binary gunicorn
+
+# 安装任何额外的系统依赖
+# sudo apt-get update
+# sudo apt-get install -y python3-dev
+
+# 检查目录结构
+echo "检查目录结构..."
+mkdir -p web/templates
+
+# 创建日志目录
+mkdir -p logs
+
+# 创建启动脚本
+echo "创建启动脚本..."
+cat > start_service.sh << 'EOF'
+#!/bin/bash
+# 缠论分析系统启动脚本
+
+# 项目根目录
+PROJECT_DIR=$(pwd)
+cd $PROJECT_DIR
+
+# 激活虚拟环境
+source venv/bin/activate
+
+# 启动服务
+cd web
+echo "启动缠论分析系统服务..."
+gunicorn app:app --bind=0.0.0.0:8123 --workers=4 --timeout=120 --log-level=info --log-file=logs/chanlun.log --daemon
+
+echo "服务已启动，端口8123"
+echo "日志文件位置: $PROJECT_DIR/web/logs/chanlun.log"
+EOF
+
+# 创建停止脚本
+echo "创建停止脚本..."
+cat > stop_service.sh << 'EOF'
+#!/bin/bash
+# 停止缠论分析系统服务
+
+echo "停止缠论分析系统服务..."
+pkill -f "gunicorn app:app"
+echo "服务已停止"
+EOF
+
+# 添加执行权限
+chmod +x start_service.sh
+chmod +x stop_service.sh
+
+# 修改app.py中的调试模式（生产环境应关闭调试模式）
+if [ -f web/app.py ]; then
+    echo "配置app.py为生产环境模式..."
+    sed -i 's/app.run(debug=True, host='\''0.0.0.0'\'', port=8123)/# 在生产环境中，使用gunicorn启动服务\n# app.run(debug=False, host='\''0.0.0.0'\'', port=8124)/' user_data/Chan/web/app.py
+else
+    echo "警告: 未找到app.py文件"
+fi
+
+echo "部署完成！"
+echo "使用 ./start_service.sh 启动服务"
+echo "使用 ./stop_service.sh 停止服务"
\ No newline at end of file
diff --git a/gunicorn_start.sh b/gunicorn_start.sh
new file mode 100644
index 0000000..3cc3427
--- /dev/null
+++ b/gunicorn_start.sh
@@ -0,0 +1,4 @@
+#!/bin/bash
+cd /path/to/your/project/user_data/Chan/web
+source /path/to/your/virtualenv/bin/activate  # 如果使用虚拟环境
+exec gunicorn app:app -b 0.0.0.0:8123 --workers=4 --timeout 120
\ No newline at end of file
diff --git a/start_service.sh b/start_service.sh
new file mode 100644
index 0000000..ddacc45
--- /dev/null
+++ b/start_service.sh
@@ -0,0 +1,17 @@
+#!/bin/bash
+# 缠论分析系统启动脚本
+
+# 项目根目录
+PROJECT_DIR=$(pwd)
+cd $PROJECT_DIR
+
+# 激活虚拟环境
+source venv/bin/activate
+
+# 启动服务
+cd web
+echo "启动缠论分析系统服务..."
+gunicorn app:app --bind=0.0.0.0:8123 --workers=4 --timeout=120 --log-level=info --log-file=logs/chanlun.log --daemon
+
+echo "服务已启动，端口8123"
+echo "日志文件位置: $PROJECT_DIR/web/logs/chanlun.log"
\ No newline at end of file
diff --git a/system/chanlun.service b/system/chanlun.service
new file mode 100644
index 0000000..cf0742b
--- /dev/null
+++ b/system/chanlun.service
@@ -0,0 +1,14 @@
+[Unit]
+Description=Chan Lun Trading Analysis
+After=network.target
+
+[Service]
+User=your_username
+Group=your_groupname
+WorkingDirectory=/path/to/your/project/user_data/Chan/web
+ExecStart=/path/to/your/project/gunicorn_start.sh
+Restart=always
+RestartSec=10
+
+[Install]
+WantedBy=multi-user.target
\ No newline at end of file
diff --git a/system/readme b/system/readme
new file mode 100644
index 0000000..03439a7
--- /dev/null
+++ b/system/readme
@@ -0,0 +1,12 @@
+# copy chanlun.service to:
+/etc/systemd/system/chanlun.service
+# run command:
+sudo systemctl daemon-reload
+sudo systemctl enable chanlun
+sudo systemctl start chanlun
+
+# check status:
+sudo systemctl status chanlun
+
+# check logs:
+sudo journalctl -u chanlun -f
\ No newline at end of file