diff --git a/docker/.dockerignore b/docker/.dockerignore
new file mode 100644
index 0000000..74bfb80
--- /dev/null
+++ b/docker/.dockerignore
@@ -0,0 +1,64 @@
+# Python
+__pycache__/
+*.py[cod]
+*$py.class
+*.so
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+
+# 虚拟环境
+venv/
+env/
+ENV/
+
+# IDE
+.vscode/
+.idea/
+*.swp
+*.swo
+
+# 日志和缓存
+logs/
+*.log
+.cache/
+
+# 数据文件
+data/
+*.csv
+*.xlsx
+
+# 临时文件
+.DS_Store
+Thumbs.db
+
+# Git
+.git/
+.gitignore
+
+# Docker
+docker/
+Dockerfile
+docker-compose*.yml
+.dockerignore
+
+# 文档
+README.md
+docs/
+*.txt
+*.png
+*.jpg
+*.jpeg
\ No newline at end of file
diff --git a/docker/DEPLOYMENT.md b/docker/DEPLOYMENT.md
new file mode 100644
index 0000000..603d2df
--- /dev/null
+++ b/docker/DEPLOYMENT.md
@@ -0,0 +1,197 @@
+# Stock Monitor Docker部署指南
+
+## 快速开始
+
+### 1. 环境要求
+- Docker 20.10+
+- Docker Compose 1.29+
+- 4GB+ 可用内存
+- 10GB+ 可用磁盘空间
+
+### 2. 配置环境变量
+```bash
+# 复制环境变量文件到项目根目录
+cp ../.env.example ../.env
+# 编辑.env文件，设置必要的配置参数
+```
+
+### 3. 快速部署
+```bash
+# 进入docker目录
+cd docker
+
+# 使用部署脚本
+./deploy.sh
+
+# 或者手动部署
+docker-compose up -d
+```
+
+### 4. 访问应用
+- 应用地址: http://localhost:8000
+- API文档: http://localhost:8000/docs
+
+## 部署模式
+
+### 开发模式
+```bash
+cd docker
+docker-compose up -d
+```
+包含服务：
+- stock-monitor (主应用)
+- redis (可选缓存)
+- postgres (可选数据库)
+
+### 生产模式
+```bash
+cd docker
+docker-compose -f docker-compose.prod.yml up -d
+```
+包含服务：
+- stock-monitor (主应用)
+- redis (缓存)
+- postgres (数据库)
+- nginx (反向代理)
+
+## 配置说明
+
+### 环境变量
+| 变量名 | 说明 | 默认值 |
+|--------|------|--------|
+| TUSHARE_TOKEN | Tushare API令牌 | 必填 |
+| DB_HOST | 数据库主机 | postgres |
+| DB_PORT | 数据库端口 | 5432 |
+| DB_NAME | 数据库名称 | stock_monitor |
+| DB_USER | 数据库用户 | stock_user |
+| DB_PASSWORD | 数据库密码 | stock_password |
+| REDIS_HOST | Redis主机 | redis |
+| REDIS_PORT | Redis端口 | 6379 |
+
+### 端口映射
+| 服务 | 容器端口 | 主机端口 |
+|------|----------|----------|
+| stock-monitor | 8000 | 8000 |
+| redis | 6379 | 6379 |
+| postgres | 5432 | 5432 |
+| nginx | 80/443 | 80/443 |
+
+## 数据持久化
+
+### 卷映射
+- `../logs:/app/logs` - 应用日志
+- `../data:/app/data` - 数据文件
+- `../config.json:/app/config.json` - 配置文件
+- `postgres_data:/var/lib/postgresql/data` - 数据库数据
+- `redis_data:/data` - Redis数据
+
+### 备份策略
+```bash
+# 备份数据库
+docker exec stock-postgres pg_dump -U stock_user stock_monitor > backup.sql
+
+# 备份Redis
+docker exec stock-redis redis-cli save
+docker cp stock-redis:/data/dump.rdb ./redis_backup.rdb
+```
+
+## 监控和维护
+
+### 查看日志
+```bash
+# 查看所有服务日志
+docker-compose logs -f
+
+# 查看特定服务日志
+docker-compose logs -f stock-monitor
+```
+
+### 性能监控
+```bash
+# 查看容器资源使用
+docker stats
+
+# 查看容器状态
+docker-compose ps
+```
+
+### 更新应用
+```bash
+# 拉取最新镜像
+docker-compose pull
+
+# 重新部署
+docker-compose up -d
+
+# 清理旧镜像
+docker image prune -f
+```
+
+## 故障排查
+
+### 常见问题
+
+1. **容器启动失败**
+```bash
+# 查看详细日志
+docker-compose logs [service-name]
+
+# 检查配置文件
+ls -la ../config.json ../.env
+```
+
+2. **数据库连接失败**
+```bash
+# 检查数据库状态
+docker-compose exec postgres pg_isready -U stock_user
+
+# 检查网络连接
+docker-compose exec stock-monitor ping postgres
+```
+
+3. **端口冲突**
+```bash
+# 检查端口占用
+netstat -tulpn | grep :8000
+
+# 修改端口映射
+# 编辑docker-compose.yml文件
+```
+
+### 健康检查
+```bash
+# 检查服务健康状态
+curl http://localhost:8000/health
+
+# 检查数据库连接
+docker-compose exec stock-monitor python -c "import psycopg2; psycopg2.connect(host='postgres', user='stock_user', password='stock_password', database='stock_monitor')"
+```
+
+## 安全建议
+
+1. **修改默认密码**
+   - 修改数据库密码
+   - 修改Redis密码
+   - 修改应用密钥
+
+2. **配置SSL证书**
+   - 将证书文件放置在`./ssl/`目录
+   - 配置nginx.conf文件
+
+3. **限制访问**
+   - 配置防火墙规则
+   - 使用VPN访问
+   - 配置访问白名单
+
+## 卸载
+
+```bash
+# 停止并删除所有容器
+docker-compose down
+
+# 删除数据卷（谨慎操作）
+docker-compose down -v
+
+# 删除镜像
+docker image rm docker_stock-monitor
+```
\ No newline at end of file
diff --git a/docker/Dockerfile b/docker/Dockerfile
new file mode 100644
index 0000000..f737eba
--- /dev/null
+++ b/docker/Dockerfile
@@ -0,0 +1,32 @@
+# 使用Python 3.11基础镜像
+FROM python:3.11-slim
+
+# 设置工作目录
+WORKDIR /app
+
+# 安装系统依赖
+RUN apt-get update && apt-get install -y \
+    gcc \
+    g++ \
+    && rm -rf /var/lib/apt/lists/*
+
+# 复制依赖文件
+COPY requirements.txt .
+
+# 安装Python依赖
+RUN pip install --no-cache-dir -r requirements.txt
+
+# 复制项目文件
+COPY . .
+
+# 创建必要的目录
+RUN mkdir -p logs data
+
+# 暴露端口
+EXPOSE 8000
+
+# 设置环境变量
+ENV PYTHONUNBUFFERED=1
+
+# 运行应用
+CMD ["python", "run.py"]
\ No newline at end of file
diff --git a/docker/README.md b/docker/README.md
new file mode 100644
index 0000000..7bb8ed3
--- /dev/null
+++ b/docker/README.md
@@ -0,0 +1,97 @@
+# Docker部署配置
+
+本目录包含Stock Monitor项目的Docker部署配置文件。
+
+## 文件说明
+
+| 文件 | 说明 |
+|------|------|
+| `Dockerfile` | 主应用镜像构建文件 |
+| `docker-compose.yml` | 开发环境部署配置 |
+| `docker-compose.prod.yml` | 生产环境部署配置 |
+| `nginx.conf` | Nginx反向代理配置 |
+| `redis.conf` | Redis缓存配置 |
+| `deploy.sh` | 自动化部署脚本 |
+| `.dockerignore` | Docker构建忽略文件 |
+| `DEPLOYMENT.md` | 详细部署指南 |
+
+## 快速部署
+
+### 开发环境
+```bash
+# 进入docker目录
+cd docker
+
+# 启动服务
+docker-compose up -d
+```
+
+### 生产环境
+```bash
+# 进入docker目录
+cd docker
+
+# 启动生产环境服务
+docker-compose -f docker-compose.prod.yml up -d
+```
+
+### 使用部署脚本
+```bash
+# 进入docker目录
+cd docker
+
+# 执行部署脚本（Windows请使用Git Bash或WSL）
+./deploy.sh
+```
+
+## 目录结构
+```
+docker/
+├── Dockerfile                    # 主应用镜像构建
+├── docker-compose.yml           # 开发环境配置
+├── docker-compose.prod.yml      # 生产环境配置
+├── nginx.conf                   # Nginx配置
+├── redis.conf                   # Redis配置
+├── deploy.sh                    # 部署脚本
+├── .dockerignore               # 构建忽略文件
+├── DEPLOYMENT.md               # 详细部署指南
+└── README.md                   # 本文件
+```
+
+## 注意事项
+
+1. **环境变量配置**：部署前请确保在项目根目录配置`.env`文件
+2. **数据持久化**：日志和数据文件会保存在项目根目录的`logs/`和`data/`目录
+3. **端口冲突**：请确保8000、6379、5432端口未被占用
+4. **权限问题**：Linux/macOS系统需要给部署脚本执行权限
+
+## 服务说明
+
+### 基础服务
+- **stock-monitor**: 主应用服务（端口8000）
+- **redis**: 缓存服务（端口6379）
+- **postgres**: 数据库服务（端口5432）
+
+### 生产环境附加服务
+- **nginx**: 反向代理服务（端口80/443）
+
+## 维护命令
+
+```bash
+# 查看服务状态
+docker-compose ps
+
+# 查看日志
+docker-compose logs -f [服务名]
+
+# 停止服务
+docker-compose down
+
+# 重启服务
+docker-compose restart
+
+# 更新镜像
+docker-compose pull && docker-compose up -d
+```
+
+详细部署指南请参考 [DEPLOYMENT.md](DEPLOYMENT.md)
\ No newline at end of file
diff --git a/docker/deploy.sh b/docker/deploy.sh
new file mode 100644
index 0000000..719dc71
--- /dev/null
+++ b/docker/deploy.sh
@@ -0,0 +1,55 @@
+#!/bin/bash
+
+# Stock Monitor Docker部署脚本
+
+set -e
+
+echo "开始部署Stock Monitor..."
+
+# 检查Docker和Docker Compose是否安装
+if ! command -v docker &> /dev/null; then
+    echo "错误: Docker未安装，请先安装Docker"
+    exit 1
+fi
+
+if ! command -v docker-compose &> /dev/null; then
+    echo "错误: Docker Compose未安装，请先安装Docker Compose"
+    exit 1
+fi
+
+# 创建必要的目录
+echo "创建必要的目录..."
+mkdir -p ../logs ../data ../ssl
+
+# 检查配置文件
+if [ ! -f "../.env" ]; then
+    echo "创建.env文件..."
+    cp ../.env.example ../.env
+    echo "请编辑.env文件，设置必要的配置参数"
+fi
+
+# 构建和启动服务
+echo "构建Docker镜像..."
+docker-compose build
+
+echo "启动服务..."
+docker-compose up -d
+
+# 等待服务启动
+echo "等待服务启动..."
+sleep 10
+
+# 检查服务状态
+echo "检查服务状态..."
+docker-compose ps
+
+# 显示访问信息
+echo ""
+echo "部署完成！"
+echo "应用地址: http://localhost:8000"
+echo ""
+echo "常用命令:"
+echo "  查看日志: docker-compose logs -f"
+echo "  停止服务: docker-compose down"
+echo "  重启服务: docker-compose restart"
+echo "  更新服务: docker-compose pull && docker-compose up -d"
\ No newline at end of file
diff --git a/docker/docker-compose.prod.yml b/docker/docker-compose.prod.yml
new file mode 100644
index 0000000..e2b10cd
--- /dev/null
+++ b/docker/docker-compose.prod.yml
@@ -0,0 +1,83 @@
+version: '3.8'
+
+services:
+  stock-monitor:
+    build: 
+      context: ..
+      dockerfile: docker/Dockerfile
+    container_name: stock-monitor-prod
+    ports:
+      - "8000:8000"
+    volumes:
+      - ../logs:/app/logs
+      - ../data:/app/data
+      - ../config.json:/app/config.json
+    environment:
+      - PYTHONUNBUFFERED=1
+      - DEBUG=false
+    restart: always
+    depends_on:
+      - postgres
+      - redis
+    networks:
+      - stock-network
+    healthcheck:
+      test: ["CMD", "curl", "-f", "http://localhost:8000/health"]
+      interval: 30s
+      timeout: 10s
+      retries: 3
+      start_period: 40s
+
+  redis:
+    image: redis:7-alpine
+    container_name: stock-redis-prod
+    ports:
+      - "127.0.0.1:6379:6379"
+    volumes:
+      - redis_data:/data
+      - ./redis.conf:/usr/local/etc/redis/redis.conf
+    command: redis-server /usr/local/etc/redis/redis.conf
+    restart: always
+    networks:
+      - stock-network
+
+  postgres:
+    image: postgres:15-alpine
+    container_name: stock-postgres-prod
+    ports:
+      - "127.0.0.1:5432:5432"
+    environment:
+      POSTGRES_DB: stock_monitor
+      POSTGRES_USER: stock_user
+      POSTGRES_PASSWORD: stock_password
+      POSTGRES_INITDB_ARGS: "--encoding=UTF8 --locale=C"
+    volumes:
+      - postgres_data:/var/lib/postgresql/data
+      - ./init.sql:/docker-entrypoint-initdb.d/init.sql
+    restart: always
+    networks:
+      - stock-network
+
+  # Nginx反向代理
+  nginx:
+    image: nginx:alpine
+    container_name: stock-nginx
+    ports:
+      - "80:80"
+      - "443:443"
+    volumes:
+      - ./nginx.conf:/etc/nginx/nginx.conf
+      - ./ssl:/etc/nginx/ssl
+    depends_on:
+      - stock-monitor
+    restart: always
+    networks:
+      - stock-network
+
+networks:
+  stock-network:
+    driver: bridge
+
+volumes:
+  redis_data:
+  postgres_data:
\ No newline at end of file
diff --git a/docker/docker-compose.yml b/docker/docker-compose.yml
new file mode 100644
index 0000000..f23aeac
--- /dev/null
+++ b/docker/docker-compose.yml
@@ -0,0 +1,55 @@
+version: '3.8'
+
+services:
+  stock-monitor:
+    build: 
+      context: ..
+      dockerfile: docker/Dockerfile
+    container_name: stock-monitor
+    ports:
+      - "8000:8000"
+    volumes:
+      - ../logs:/app/logs
+      - ../data:/app/data
+      - ../config.json:/app/config.json
+    environment:
+      - PYTHONUNBUFFERED=1
+    restart: unless-stopped
+    networks:
+      - stock-network
+
+  # 可选：添加Redis缓存服务
+  redis:
+    image: redis:7-alpine
+    container_name: stock-redis
+    ports:
+      - "6379:6379"
+    volumes:
+      - redis_data:/data
+    restart: unless-stopped
+    networks:
+      - stock-network
+
+  # 可选：添加PostgreSQL数据库
+  postgres:
+    image: postgres:15-alpine
+    container_name: stock-postgres
+    ports:
+      - "5432:5432"
+    environment:
+      POSTGRES_DB: stock_monitor
+      POSTGRES_USER: stock_user
+      POSTGRES_PASSWORD: stock_password
+    volumes:
+      - postgres_data:/var/lib/postgresql/data
+    restart: unless-stopped
+    networks:
+      - stock-network
+
+networks:
+  stock-network:
+    driver: bridge
+
+volumes:
+  redis_data:
+  postgres_data:
\ No newline at end of file
diff --git a/docker/nginx.conf b/docker/nginx.conf
new file mode 100644
index 0000000..92401e3
--- /dev/null
+++ b/docker/nginx.conf
@@ -0,0 +1,73 @@
+events {
+    worker_connections 1024;
+}
+
+http {
+    upstream stock-monitor {
+        server stock-monitor:8000;
+    }
+
+    # HTTP服务器配置
+    server {
+        listen 80;
+        server_name localhost;
+
+        # 重定向到HTTPS
+        return 301 https://$server_name$request_uri;
+    }
+
+    # HTTPS服务器配置
+    server {
+        listen 443 ssl http2;
+        server_name localhost;
+
+        # SSL证书配置
+        ssl_certificate /etc/nginx/ssl/cert.pem;
+        ssl_certificate_key /etc/nginx/ssl/key.pem;
+        ssl_protocols TLSv1.2 TLSv1.3;
+        ssl_ciphers HIGH:!aNULL:!MD5;
+
+        # 安全头
+        add_header X-Frame-Options DENY;
+        add_header X-Content-Type-Options nosniff;
+        add_header X-XSS-Protection "1; mode=block";
+        add_header Strict-Transport-Security "max-age=31536000; includeSubDomains";
+
+        # Gzip压缩
+        gzip on;
+        gzip_vary on;
+        gzip_min_length 1024;
+        gzip_types text/plain text/css application/json application/javascript text/xml application/xml application/xml+rss text/javascript;
+
+        # 静态文件缓存
+        location /static/ {
+            alias /app/static/;
+            expires 1y;
+            add_header Cache-Control "public, immutable";
+        }
+
+        # API代理
+        location /api/ {
+            proxy_pass http://stock-monitor;
+            proxy_set_header Host $host;
+            proxy_set_header X-Real-IP $remote_addr;
+            proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
+            proxy_set_header X-Forwarded-Proto $scheme;
+            proxy_connect_timeout 60s;
+            proxy_send_timeout 60s;
+            proxy_read_timeout 60s;
+        }
+
+        # 主应用代理
+        location / {
+            proxy_pass http://stock-monitor;
+            proxy_set_header Host $host;
+            proxy_set_header X-Real-IP $remote_addr;
+            proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
+            proxy_set_header X-Forwarded-Proto $scheme;
+            proxy_connect_timeout 60s;
+            proxy_send_timeout 60s;
+            proxy_read_timeout 60s;
+        }
+    }
+}
\ No newline at end of file
diff --git a/docker/redis.conf b/docker/redis.conf
new file mode 100644
index 0000000..44bc019
--- /dev/null
+++ b/docker/redis.conf
@@ -0,0 +1,40 @@
+# Redis生产环境配置
+
+# 网络配置
+bind 0.0.0.0
+port 6379
+
+# 内存配置
+maxmemory 256mb
+maxmemory-policy allkeys-lru
+
+# 持久化配置
+save 900 1
+save 300 10
+save 60 10000
+rdbcompression yes
+rdbchecksum yes
+
+# 安全配置
+requirepass redis_password_here
+
+# 日志配置
+loglevel notice
+logfile ""
+
+# 性能优化
+tcp-keepalive 300
+timeout 0
+tcp-backlog 511
+
+# 客户端配置
+maxclients 10000
+
+# AOF配置
+appendonly yes
+appendfilename "appendonly.aof"
+appendfsync everysec
+
+# 慢查询日志
+slowlog-log-slower-than 10000
+slowlog-max-len 128
\ No newline at end of file