diff --git a/README.md b/README.md
index 29f9f21c5cadf1b3fa752134e4d4e560768af47e..92294c1cb0eadfef54c8d24ecaa23bd5217d1cc4 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,6 @@
 
 
-### pythonstock V3.0 项目简介，2025.01.09更新
+### pythonstock V3.0 项目简介，2025.02.28更新
 
 
 **特别说明：股市有风险投资需谨慎，本项目只能用于Python代码学习，股票分析，投资失败亏钱不负责，不算BUG。**
@@ -79,12 +79,12 @@ RSI:
 | 17, VR，MAVR指标     | http://wiki.mbalib.com/wiki/%E6%88%90%E4%BA%A4%E9%87%8F%E6%AF%94%E7%8E%87   成交量比率（Volumn Ratio，VR）（简称VR），是一项通过分析股价上升日成交额（或成交量，下同）与股价下降日成交额比值， 从而掌握市场买卖气势的中期技术指标。 |
 
 
-### github项目2023-06-02 执行存档，gitee是最新的
+### github/gitee是项目地址
 
-这个项目地址已经存档，不维护了
+github地址：
 https://github.com/pythonstock/stock
 
-迁移到了gitee地址：
+gitee地址：
 https://gitee.com/pythonstock/stock
 
 ### 项目部署放到docker-compose
@@ -183,6 +183,13 @@ http://docs.sqlalchemy.org/en/latest/core/reflection.html
 
 ## 更新日志
 
+### 17 版本进行镜像升级 2025-02-28
+
+存储数据格式为 double 方便进行排序，decimal 类型转换出问题。
+拆分生产部署，切换成nginx，前端进行编译构建。提高前端加载速度。
+nginx的html影射到./data/html目录，前端编译完成需要拷贝文件到html，等待完成即可。
+解决定时任务问题，需要设置权限，才可以。
+
 
 ### 16 更新发布 2.1 版本进行镜像升级 2023-06-03
 
diff --git a/backend/jobs/cron.daily/run_daily b/backend/jobs/cron.daily/run_daily
old mode 100644
new mode 100755
diff --git a/backend/jobs/cron.hourly/run_hourly b/backend/jobs/cron.hourly/run_hourly
old mode 100644
new mode 100755
diff --git a/backend/jobs/cron.minutely/run_1minute b/backend/jobs/cron.minutely/run_1minute
old mode 100644
new mode 100755
index 5ca98a6e55f8145298ba5566c93517bf6268155c..3485fdd2b66a3dc17c9770a5d90f8f093411b61f
--- a/backend/jobs/cron.minutely/run_1minute
+++ b/backend/jobs/cron.minutely/run_1minute
@@ -3,6 +3,3 @@
 mkdir -p /data/logs
 DATE=`date +%Y-%m-%d:%H:%M:%S`
 echo $DATE >> /data/logs/1min.log
-echo MYSQL_HOST $MYSQL_HOST >> /data/logs/1min.log
-echo MYSQL_USER $MYSQL_USER >> /data/logs/1min.log
-echo MYSQL_DB $MYSQL_DB >> /data/logs/1min.log
diff --git a/backend/jobs/cron.monthly/run_monthly b/backend/jobs/cron.monthly/run_monthly
old mode 100644
new mode 100755
diff --git a/backend/jobs/crontab b/backend/jobs/crontab
new file mode 100644
index 0000000000000000000000000000000000000000..c6b7efbc9842fc027726f71b656ae83aecc793d2
--- /dev/null
+++ b/backend/jobs/crontab
@@ -0,0 +1,6 @@
+SHELL=/bin/sh 
+PATH=/usr/local/sbin:/usr/local/bin:/sbin:/bin:/usr/sbin:/usr/bin 
+*/1     *       *       *       *       /bin/run-parts /etc/cron.minutely 
+10       *       *       *       *       /bin/run-parts /etc/cron.hourly 
+30       16       *       *       *       /bin/run-parts /etc/cron.daily 
+30       17       1,10,20       *       *       /bin/run-parts /etc/cron.monthly 
diff --git a/backend/jobs/run_cron.sh b/backend/jobs/run_cron.sh
new file mode 100755
index 0000000000000000000000000000000000000000..534f4ec8a95c2aea9c3c3af7a87cc23bd8cb319f
--- /dev/null
+++ b/backend/jobs/run_cron.sh
@@ -0,0 +1,25 @@
+#!/bin/sh
+
+export PYTHONIOENCODING=utf-8
+export LANG=zh_CN.UTF-8
+export PYTHONPATH=/data/stock
+export LC_CTYPE=zh_CN.UTF-8
+
+mkdir -p /data/logs/tensorflow
+
+
+
+DATE=`date +%Y-%m-%d:%H:%M:%S`
+
+echo $DATE >> /data/logs/run_cron.log
+
+# 解决定时任务不启动问题，因为权限导致
+chmod 755 /etc/cron.minutely/* && chmod 755 /etc/cron.hourly/*
+chmod 755 /etc/cron.daily/* && chmod 755 /etc/cron.monthly/*
+
+# 配置文件每次都设置权限
+chmod 600 /var/spool/cron/crontabs/root
+chown root:root /var/spool/cron/crontabs/root
+
+#启动cron服务。在前台
+/usr/sbin/cron -f
\ No newline at end of file
diff --git a/backend/jobs/run_init.sh b/backend/jobs/run_init.sh
index c9930883c50e5fdad18f5263a9b67a40e3dc8c3b..8dd5560efe5f8bc538ab4a7c3a06621aa5697721 100755
--- a/backend/jobs/run_init.sh
+++ b/backend/jobs/run_init.sh
@@ -25,5 +25,5 @@ printenv | grep -v "no_proxy" >> /etc/environment
 # 第一次后台执行日数据。
 nohup bash /data/stock/jobs/cron.daily/run_daily &
 
-#启动cron服务。在前台
-/usr/sbin/cron -f
\ No newline at end of file
+#防止 supervisor 重复执行
+sleep 999999d
\ No newline at end of file
diff --git a/backend/supervisor/supervisord.conf b/backend/supervisor/supervisord.conf
index 7ff09c17bc9b73259d2553bc25131338b16c09af..fb49c713df83aaf4edc38d07739c69ca3a894ada 100644
--- a/backend/supervisor/supervisord.conf
+++ b/backend/supervisor/supervisord.conf
@@ -22,7 +22,7 @@ supervisor.rpcinterface_factory = supervisor.rpcinterface:make_main_rpcinterface
 [supervisorctl]
 serverurl=unix:///tmp/supervisor.sock ; use a unix:// URL  for a unix socket
 
-[program:init_and_cron]
+[program:init]
 command=/data/stock/jobs/run_init.sh
 autostart=true
 autorestart=true
@@ -31,6 +31,16 @@ priority=1
 stopasgroup=true
 killasgroup=true
 
+[program:cron]
+command=/data/stock/jobs/run_cron.sh
+autostart=true
+autorestart=true
+startsecs=20
+priority=1
+stopasgroup=true
+killasgroup=true
+
+
 [program:stock-web]
 command=/data/stock/jobs/run_web.sh
 autostart=true
diff --git a/backend/web/dataTableHandler.py b/backend/web/dataTableHandler.py
index 2b4d47c719f741f3b72d3e563835d3d1402cb7c2..8b60e135c26baa7958b3738d354428e58da49a0f 100755
--- a/backend/web/dataTableHandler.py
+++ b/backend/web/dataTableHandler.py
@@ -77,8 +77,9 @@ class GetStockDataHandler(webBase.BaseHandler):
         name_param = self.get_argument("name", default="stock_zh_ah_name", strip=False)
         type_param = self.get_argument("type", default=None, strip=False)
         date_param = self.get_argument("date", default=None, strip=False)
+        code_param = self.get_argument("code", default=None, strip=False)
 
-        logging.info(f"page param: {page_param}, {limit_param}, {type_param}, {date_param}")
+        logging.info(f"page param: {page_param}, {limit_param}, {type_param}, {date_param}, {code_param}")
 
 
         if name_param == ":tableName":
@@ -148,6 +149,13 @@ class GetStockDataHandler(webBase.BaseHandler):
                 search_sql += f" WHERE `date` = '{date_param}' "
             else:
                 search_sql += f" AND `date` = '{date_param}' "
+        
+        if code_param:
+            if "WHERE" not in search_sql:
+                search_sql += f" WHERE `code` = '{code_param}' "
+            else:
+                search_sql += f" AND `code` = '{code_param}' "
+        
         # print("tableInfo :", stock_web)
         order_by_sql = ""
         # 增加排序。
@@ -159,9 +167,9 @@ class GetStockDataHandler(webBase.BaseHandler):
                 col_tmp = tableInfo.columns[key]
                 dir_tmp = order_by_dir[idx]
                 if idx != 0:
-                    order_by_sql += " ,cast(`%s` as decimal) %s" % (col_tmp, dir_tmp)
+                    order_by_sql += " , %s %s" % (col_tmp, dir_tmp)
                 else:
-                    order_by_sql += " cast(`%s` as decimal) %s" % (col_tmp, dir_tmp)
+                    order_by_sql += "  %s %s" % (col_tmp, dir_tmp)
                 idx += 1
         # 查询数据库。
         limit_sql = ""
diff --git a/docker-compose/dev-docker-compose.yml b/docker-compose/dev-docker-compose.yml
index 7c415e3e72ded83b375004deb9953ac4ef054856..2a1dc1f9340ef64ca252d9223ba1f2ded9cf5f76 100644
--- a/docker-compose/dev-docker-compose.yml
+++ b/docker-compose/dev-docker-compose.yml
@@ -36,6 +36,11 @@ services:
             - "9090:9090"
         volumes:
         # 设置开发目录，方便开发调试
+            - "../backend/jobs/crontab:/var/spool/cron/crontabs/root"
+            - "../backend/jobs/cron.minutely:/etc/cron.minutely"
+            - "../backend/jobs/cron.hourly:/etc/cron.hourly"
+            - "../backend/jobs/cron.daily:/etc/cron.daily"
+            - "../backend/jobs/cron.monthly:/etc/cron.monthly"
             - "../backend:/data/stock"
             - "../backend/supervisor:/data/supervisor"
             - "./data/notebooks:/data/notebooks"
diff --git a/docker-compose/docker-compose.yml b/docker-compose/docker-compose.yml
index f2f6b9a2b699a58e66db0a45833fb46ec9f653ce..b7a73eff6d2bf411e6a2819f376a2daa8259f230 100644
--- a/docker-compose/docker-compose.yml
+++ b/docker-compose/docker-compose.yml
@@ -1,41 +1,61 @@
 networks:
-  stock-prod-network:
+  stock-dev-network:
     driver: bridge
 
 version: "3"
 services:
-    frontend:
-        image: pythonstock/frontend-prod:latest
+
+#### 使用node 镜像进行编译，构建成 js 文件给nginx 使用。
+    frontend-build:
+        image: pythonstock/frontend-dev:latest
         build:
             context: .
-            dockerfile: docker/ProdFrontendDockerfile
-        container_name: frontend
+            dockerfile: docker/DevFrontendDockerfile
+        container_name: frontend-build
+        volumes:
+        # 设置开发目录，方便开发调试，生产环境拷贝到 /data/html
+            - "../frontend:/usr/src/app"
+            - "./data/html:/data/html"
+        environment:
+            LANG: zh_CN.UTF-8
+            LC_CTYPE: zh_CN.UTF-8
+        networks:
+            stock-dev-network: {}
+        # 入口写死，手动启动应用。每次构建时候使用，构建完成结束
+        entrypoint: /usr/src/app/docker-build.sh
+    nginx:
+        image: docker.m.daocloud.io/library/nginx:stable-alpine
+        container_name: nginx
         ports:
             - "8080:8080"
         volumes:
         # 设置开发目录，方便开发调试
-            - "../frontend:/usr/src/app"
+            - "./data/html:/usr/share/nginx/html"
+            - "./nginx/nginx.conf:/etc/nginx/conf.d/default.conf"
         environment:
             LANG: zh_CN.UTF-8
             LC_CTYPE: zh_CN.UTF-8
         restart: always
         networks:
-            stock-prod-network: {}
-        # 入口写死，手动启动应用。
-        entrypoint: /usr/src/app/docker-entrypoint.sh
+            stock-dev-network: {}
         depends_on:
             - backend
     backend:
-        image: pythonstock/backend-prod:latest
+        image: pythonstock/backend-dev:latest
         build:
             context: .
-            dockerfile: docker/ProdBackendDockerfile
+            dockerfile: docker/DevBackendDockerfile
         container_name: backend
         ports:
             - "8888:8888"
             - "9090:9090"
         volumes:
         # 设置开发目录，方便开发调试
+            - "../backend/jobs/crontab:/var/spool/cron/crontabs/root"
+            - "../backend/jobs/cron.minutely:/etc/cron.minutely"
+            - "../backend/jobs/cron.hourly:/etc/cron.hourly"
+            - "../backend/jobs/cron.daily:/etc/cron.daily"
+            - "../backend/jobs/cron.monthly:/etc/cron.monthly"
             - "../backend:/data/stock"
             - "../backend/supervisor:/data/supervisor"
             - "./data/notebooks:/data/notebooks"
@@ -51,7 +71,7 @@ services:
             PYTHONIOENCODING: utf-8
         restart: always
         networks:
-            stock-prod-network: {}
+            stock-dev-network: {}
         # 入口写死，手动启动应用。
         #entrypoint: sleep 999999d
         depends_on:
@@ -70,7 +90,7 @@ services:
         ports:
             - "3306:3306"
         networks:
-            stock-prod-network: {}
+            stock-dev-network: {}
         volumes:
             - "./mysql/my.cnf:/etc/mysql/my.cnf"
             - "./data/mysql-stock/data:/var/lib/mysql"
diff --git a/docker-compose/docker/DevFrontendDockerfile b/docker-compose/docker/DevFrontendDockerfile
index fa1335a0575353cf6e2794948eaa9285f5bd813a..02eaf3d96d81727b6c893f67732d17711619b20d 100644
--- a/docker-compose/docker/DevFrontendDockerfile
+++ b/docker-compose/docker/DevFrontendDockerfile
@@ -1,6 +1,10 @@
 #使用 node:bullseye-slim 做基础镜像减少大小。
 
-FROM docker.m.daocloud.io/library/node:bullseye-slim
+# FROM docker.m.daocloud.io/library/node:bullseye-slim
+# fixbug 最新node 版本编译不过去，
+#  ERROR  Error: Cannot find module './passes/web-incoming'
+
+FROM docker.m.daocloud.io/library/node:23.5.0-bullseye-slim
 
 # https://opsx.alibaba.com/mirror
 # 使用阿里云镜像地址。修改debian apt 更新地址，pip 地址，设置时区。
diff --git a/docker-compose/mysql/init.sql b/docker-compose/mysql/init.sql
index 98c25247fc0fb5859979a11a93a7e644c9e1b421..c2d19ded871ba706c6f2d54e670d6ae702ebcd81 100644
--- a/docker-compose/mysql/init.sql
+++ b/docker-compose/mysql/init.sql
@@ -9,26 +9,26 @@ CREATE TABLE IF NOT EXISTS `stock_zh_a_spot_em` (
   `date` varchar(255) NOT NULL,
   `code` varchar(255) NOT NULL,
   `name` varchar(255) DEFAULT NULL,
-  `last_price` varchar(255) DEFAULT NULL,
-  `change_percent` varchar(255) DEFAULT NULL,
-  `change_amount` varchar(255) DEFAULT NULL,
-  `volume` varchar(255) DEFAULT NULL,
-  `turnover` varchar(255) DEFAULT NULL,
-  `amplitude` varchar(255) DEFAULT NULL,
-  `high` varchar(255) DEFAULT NULL,
-  `low` varchar(255) DEFAULT NULL,
-  `open` varchar(255) DEFAULT NULL,
-  `closed` varchar(255) DEFAULT NULL,
-  `volume_ratio` varchar(255) DEFAULT NULL,
-  `turnover_rate` varchar(255) DEFAULT NULL,
-  `pe_ratio` varchar(255) DEFAULT NULL,
-  `pb_ratio` varchar(255) DEFAULT NULL,
-  `market_cap` varchar(255) DEFAULT NULL,
-  `circulating_market_cap` varchar(255) DEFAULT NULL,
-  `rise_speed` varchar(255) DEFAULT NULL,
-  `change_5min` varchar(255) DEFAULT NULL,
-  `change_ercent_60day` varchar(255) DEFAULT NULL,
-  `ytd_change_percent` varchar(255) DEFAULT NULL,
+  `last_price` double(20,2) DEFAULT NULL,
+  `change_percent` double(20,2) DEFAULT NULL,
+  `change_amount` double(20,2) DEFAULT NULL,
+  `volume` double(20,2) DEFAULT NULL,
+  `turnover` double(20,2) DEFAULT NULL,
+  `amplitude` double(20,2) DEFAULT NULL,
+  `high` double(20,2) DEFAULT NULL,
+  `low` double(20,2) DEFAULT NULL,
+  `open` double(20,2) DEFAULT NULL,
+  `closed` double(20,2) DEFAULT NULL,
+  `volume_ratio` double(20,2) DEFAULT NULL,
+  `turnover_rate` double(20,2) DEFAULT NULL,
+  `pe_ratio` double(20,2) DEFAULT NULL,
+  `pb_ratio` double(20,2) DEFAULT NULL,
+  `market_cap` double(20,2) DEFAULT NULL,
+  `circulating_market_cap` double(20,2) DEFAULT NULL,
+  `rise_speed` double(20,2) DEFAULT NULL,
+  `change_5min` double(20,2) DEFAULT NULL,
+  `change_ercent_60day` double(20,2) DEFAULT NULL,
+  `ytd_change_percent` double(20,2) DEFAULT NULL,
   PRIMARY KEY (`code`,`date`),
    KEY `idx_code` (`code`)
 ) ENGINE=InnoDB DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_general_ci;
@@ -37,12 +37,12 @@ CREATE TABLE IF NOT EXISTS `stock_lhb_ggtj_sina` (
   `date` varchar(255) NOT NULL,
   `code` varchar(255) NOT NULL,
   `name` varchar(255) DEFAULT NULL,
-  `ranking_times` varchar(255) DEFAULT NULL,
-  `sum_buy` varchar(255) DEFAULT NULL,
-  `sum_sell` varchar(255) DEFAULT NULL,
-  `net_amount` varchar(255) DEFAULT NULL,
-  `buy_seat` varchar(255) DEFAULT NULL,
-  `sell_seat` varchar(255) DEFAULT NULL,
+  `ranking_times` double(20,2) DEFAULT NULL,
+  `sum_buy` double(20,2) DEFAULT NULL,
+  `sum_sell` double(20,2) DEFAULT NULL,
+  `net_amount` double(20,2) DEFAULT NULL,
+  `buy_seat` double(20,2) DEFAULT NULL,
+  `sell_seat` double(20,2) DEFAULT NULL,
   PRIMARY KEY (`code`,`date`),
    KEY `idx_code` (`code`)
 ) ENGINE=InnoDB DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_general_ci;
@@ -52,14 +52,14 @@ CREATE TABLE `stock_dzjy_mrtj` (
   `date` varchar(255) NOT NULL,
   `code` varchar(255) NOT NULL,
   `name` varchar(255) DEFAULT NULL,
-  `quote_change` varchar(255) DEFAULT NULL,
-  `close_price` varchar(255) DEFAULT NULL,
-  `average_price` varchar(255) DEFAULT NULL,
-  `overflow_rate` varchar(255) DEFAULT NULL,
-  `trade_number` varchar(255) DEFAULT NULL,
-  `sum_volume` varchar(255) DEFAULT NULL,
-  `sum_turnover` varchar(255) DEFAULT NULL,
-  `turnover_market_rate` varchar(255) DEFAULT NULL,
+  `quote_change` double(20,2) DEFAULT NULL,
+  `close_price` double(20,2) DEFAULT NULL,
+  `average_price` double(20,2) DEFAULT NULL,
+  `overflow_rate` double(20,2) DEFAULT NULL,
+  `trade_number` double(20,2) DEFAULT NULL,
+  `sum_volume` double(20,2) DEFAULT NULL,
+  `sum_turnover` double(20,2) DEFAULT NULL,
+  `turnover_market_rate` double(20,2) DEFAULT NULL,
   PRIMARY KEY (`code`,`date`),
    KEY `idx_code` (`code`)
 ) ENGINE=InnoDB DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_general_ci;
@@ -69,42 +69,42 @@ CREATE TABLE `guess_indicators_daily` (
   `date` varchar(255) NOT NULL,
   `code` varchar(255) NOT NULL,
   `name` varchar(255) DEFAULT NULL,
-  `last_price` varchar(255) DEFAULT NULL,
-  `change_percent` varchar(255) DEFAULT NULL,
-  `change_amount` varchar(255) DEFAULT NULL,
-  `volume` varchar(255) DEFAULT NULL,
-  `turnover` varchar(255) DEFAULT NULL,
-  `amplitude` varchar(255) DEFAULT NULL,
-  `high` varchar(255) DEFAULT NULL,
-  `low` varchar(255) DEFAULT NULL,
-  `open` varchar(255) DEFAULT NULL,
-  `closed` varchar(255) DEFAULT NULL,
-  `volume_ratio` varchar(255) DEFAULT NULL,
-  `turnover_rate` varchar(255) DEFAULT NULL,
-  `pe_ratio` varchar(255) DEFAULT NULL,
-  `pb_ratio` varchar(255) DEFAULT NULL,
-  `market_cap` varchar(255) DEFAULT NULL,
-  `circulating_market_cap` varchar(255) DEFAULT NULL,
-  `rise_speed` varchar(255) DEFAULT NULL,
-  `change_5min` varchar(255) DEFAULT NULL,
-  `change_ercent_60day` varchar(255) DEFAULT NULL,
-  `ytd_change_percent` varchar(255) DEFAULT NULL,
-  `boll` varchar(255) DEFAULT NULL,
-  `boll_lb` varchar(255) DEFAULT NULL,
-  `boll_ub` varchar(255) DEFAULT NULL,
-  `kdjd` varchar(255) DEFAULT NULL,
-  `kdjj` varchar(255) DEFAULT NULL,
-  `kdjk` varchar(255) DEFAULT NULL,
-  `macd` varchar(255) DEFAULT NULL,
-  `macdh` varchar(255) DEFAULT NULL,
-  `macds` varchar(255) DEFAULT NULL,
-  `pdi` varchar(255) DEFAULT NULL,
-  `trix` varchar(255) DEFAULT NULL,
-  `trix_9_sma` varchar(255) DEFAULT NULL,
-  `vr` varchar(255) DEFAULT NULL,
-  `vr_6_sma` varchar(255) DEFAULT NULL,
-  `wr_10` varchar(255) DEFAULT NULL,
-  `wr_6` varchar(255) DEFAULT NULL,
+  `last_price` double(20,2) DEFAULT NULL,
+  `change_percent` double(20,2) DEFAULT NULL,
+  `change_amount` double(20,2) DEFAULT NULL,
+  `volume` double(20,2) DEFAULT NULL,
+  `turnover` double(20,2) DEFAULT NULL,
+  `amplitude` double(20,2) DEFAULT NULL,
+  `high` double(20,2) DEFAULT NULL,
+  `low` double(20,2) DEFAULT NULL,
+  `open` double(20,2) DEFAULT NULL,
+  `closed` double(20,2) DEFAULT NULL,
+  `volume_ratio` double(20,2) DEFAULT NULL,
+  `turnover_rate` double(20,2) DEFAULT NULL,
+  `pe_ratio` double(20,2) DEFAULT NULL,
+  `pb_ratio` double(20,2) DEFAULT NULL,
+  `market_cap` double(20,2) DEFAULT NULL,
+  `circulating_market_cap` double(20,2) DEFAULT NULL,
+  `rise_speed` double(20,2) DEFAULT NULL,
+  `change_5min` double(20,2) DEFAULT NULL,
+  `change_ercent_60day` double(20,2) DEFAULT NULL,
+  `ytd_change_percent` double(20,2) DEFAULT NULL,
+  `boll` double(20,2) DEFAULT NULL,
+  `boll_lb` double(20,2) DEFAULT NULL,
+  `boll_ub` double(20,2) DEFAULT NULL,
+  `kdjd` double(20,2) DEFAULT NULL,
+  `kdjj` double(20,2) DEFAULT NULL,
+  `kdjk` double(20,2) DEFAULT NULL,
+  `macd` double(20,2) DEFAULT NULL,
+  `macdh` double(20,2) DEFAULT NULL,
+  `macds` double(20,2) DEFAULT NULL,
+  `pdi` double(20,2) DEFAULT NULL,
+  `trix` double(20,2) DEFAULT NULL,
+  `trix_9_sma` double(20,2) DEFAULT NULL,
+  `vr` double(20,2) DEFAULT NULL,
+  `vr_6_sma` double(20,2) DEFAULT NULL,
+  `wr_10` double(20,2) DEFAULT NULL,
+  `wr_6` double(20,2) DEFAULT NULL,
   PRIMARY KEY (`code`,`date`),
   KEY `idx_code` (`code`)
 ) ENGINE=InnoDB DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_general_ci;
@@ -114,42 +114,42 @@ CREATE TABLE `guess_indicators_lite_buy_daily` (
   `date` varchar(255) NOT NULL,
   `code` varchar(255) NOT NULL,
   `name` varchar(255) DEFAULT NULL,
-  `last_price` varchar(255) DEFAULT NULL,
-  `change_percent` varchar(255) DEFAULT NULL,
-  `change_amount` varchar(255) DEFAULT NULL,
-  `volume` varchar(255) DEFAULT NULL,
-  `turnover` varchar(255) DEFAULT NULL,
-  `amplitude` varchar(255) DEFAULT NULL,
-  `high` varchar(255) DEFAULT NULL,
-  `low` varchar(255) DEFAULT NULL,
-  `open` varchar(255) DEFAULT NULL,
-  `closed` varchar(255) DEFAULT NULL,
-  `volume_ratio` varchar(255) DEFAULT NULL,
-  `turnover_rate` varchar(255) DEFAULT NULL,
-  `pe_ratio` varchar(255) DEFAULT NULL,
-  `pb_ratio` varchar(255) DEFAULT NULL,
-  `market_cap` varchar(255) DEFAULT NULL,
-  `circulating_market_cap` varchar(255) DEFAULT NULL,
-  `rise_speed` varchar(255) DEFAULT NULL,
-  `change_5min` varchar(255) DEFAULT NULL,
-  `change_ercent_60day` varchar(255) DEFAULT NULL,
-  `ytd_change_percent` varchar(255) DEFAULT NULL,
-  `boll` varchar(255) DEFAULT NULL,
-  `boll_lb` varchar(255) DEFAULT NULL,
-  `boll_ub` varchar(255) DEFAULT NULL,
-  `kdjd` varchar(255) DEFAULT NULL,
-  `kdjj` varchar(255) DEFAULT NULL,
-  `kdjk` varchar(255) DEFAULT NULL,
-  `macd` varchar(255) DEFAULT NULL,
-  `macdh` varchar(255) DEFAULT NULL,
-  `macds` varchar(255) DEFAULT NULL,
-  `pdi` varchar(255) DEFAULT NULL,
-  `trix` varchar(255) DEFAULT NULL,
-  `trix_9_sma` varchar(255) DEFAULT NULL,
-  `vr` varchar(255) DEFAULT NULL,
-  `vr_6_sma` varchar(255) DEFAULT NULL,
-  `wr_10` varchar(255) DEFAULT NULL,
-  `wr_6` varchar(255) DEFAULT NULL,
+  `last_price` double(20,2) DEFAULT NULL,
+  `change_percent` double(20,2) DEFAULT NULL,
+  `change_amount` double(20,2) DEFAULT NULL,
+  `volume` double(20,2) DEFAULT NULL,
+  `turnover` double(20,2) DEFAULT NULL,
+  `amplitude` double(20,2) DEFAULT NULL,
+  `high` double(20,2) DEFAULT NULL,
+  `low` double(20,2) DEFAULT NULL,
+  `open` double(20,2) DEFAULT NULL,
+  `closed` double(20,2) DEFAULT NULL,
+  `volume_ratio` double(20,2) DEFAULT NULL,
+  `turnover_rate` double(20,2) DEFAULT NULL,
+  `pe_ratio` double(20,2) DEFAULT NULL,
+  `pb_ratio` double(20,2) DEFAULT NULL,
+  `market_cap` double(20,2) DEFAULT NULL,
+  `circulating_market_cap` double(20,2) DEFAULT NULL,
+  `rise_speed` double(20,2) DEFAULT NULL,
+  `change_5min` double(20,2) DEFAULT NULL,
+  `change_ercent_60day` double(20,2) DEFAULT NULL,
+  `ytd_change_percent` double(20,2) DEFAULT NULL,
+  `boll` double(20,2) DEFAULT NULL,
+  `boll_lb` double(20,2) DEFAULT NULL,
+  `boll_ub` double(20,2) DEFAULT NULL,
+  `kdjd` double(20,2) DEFAULT NULL,
+  `kdjj` double(20,2) DEFAULT NULL,
+  `kdjk` double(20,2) DEFAULT NULL,
+  `macd` double(20,2) DEFAULT NULL,
+  `macdh` double(20,2) DEFAULT NULL,
+  `macds` double(20,2) DEFAULT NULL,
+  `pdi` double(20,2) DEFAULT NULL,
+  `trix` double(20,2) DEFAULT NULL,
+  `trix_9_sma` double(20,2) DEFAULT NULL,
+  `vr` double(20,2) DEFAULT NULL,
+  `vr_6_sma` double(20,2) DEFAULT NULL,
+  `wr_10` double(20,2) DEFAULT NULL,
+  `wr_6` double(20,2) DEFAULT NULL,
   PRIMARY KEY (`code`,`date`),
   KEY `idx_code` (`code`)
 ) ENGINE=InnoDB DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_general_ci;
@@ -159,42 +159,42 @@ CREATE TABLE `guess_indicators_lite_sell_daily` (
   `date` varchar(255) NOT NULL,
   `code` varchar(255) NOT NULL,
   `name` varchar(255) DEFAULT NULL,
-  `last_price` varchar(255) DEFAULT NULL,
-  `change_percent` varchar(255) DEFAULT NULL,
-  `change_amount` varchar(255) DEFAULT NULL,
-  `volume` varchar(255) DEFAULT NULL,
-  `turnover` varchar(255) DEFAULT NULL,
-  `amplitude` varchar(255) DEFAULT NULL,
-  `high` varchar(255) DEFAULT NULL,
-  `low` varchar(255) DEFAULT NULL,
-  `open` varchar(255) DEFAULT NULL,
-  `closed` varchar(255) DEFAULT NULL,
-  `volume_ratio` varchar(255) DEFAULT NULL,
-  `turnover_rate` varchar(255) DEFAULT NULL,
-  `pe_ratio` varchar(255) DEFAULT NULL,
-  `pb_ratio` varchar(255) DEFAULT NULL,
-  `market_cap` varchar(255) DEFAULT NULL,
-  `circulating_market_cap` varchar(255) DEFAULT NULL,
-  `rise_speed` varchar(255) DEFAULT NULL,
-  `change_5min` varchar(255) DEFAULT NULL,
-  `change_ercent_60day` varchar(255) DEFAULT NULL,
-  `ytd_change_percent` varchar(255) DEFAULT NULL,
-  `boll` varchar(255) DEFAULT NULL,
-  `boll_lb` varchar(255) DEFAULT NULL,
-  `boll_ub` varchar(255) DEFAULT NULL,
-  `kdjd` varchar(255) DEFAULT NULL,
-  `kdjj` varchar(255) DEFAULT NULL,
-  `kdjk` varchar(255) DEFAULT NULL,
-  `macd` varchar(255) DEFAULT NULL,
-  `macdh` varchar(255) DEFAULT NULL,
-  `macds` varchar(255) DEFAULT NULL,
-  `pdi` varchar(255) DEFAULT NULL,
-  `trix` varchar(255) DEFAULT NULL,
-  `trix_9_sma` varchar(255) DEFAULT NULL,
-  `vr` varchar(255) DEFAULT NULL,
-  `vr_6_sma` varchar(255) DEFAULT NULL,
-  `wr_10` varchar(255) DEFAULT NULL,
-  `wr_6` varchar(255) DEFAULT NULL,
+  `last_price` double(20,2) DEFAULT NULL,
+  `change_percent` double(20,2) DEFAULT NULL,
+  `change_amount` double(20,2) DEFAULT NULL,
+  `volume` double(20,2) DEFAULT NULL,
+  `turnover` double(20,2) DEFAULT NULL,
+  `amplitude` double(20,2) DEFAULT NULL,
+  `high` double(20,2) DEFAULT NULL,
+  `low` double(20,2) DEFAULT NULL,
+  `open` double(20,2) DEFAULT NULL,
+  `closed` double(20,2) DEFAULT NULL,
+  `volume_ratio` double(20,2) DEFAULT NULL,
+  `turnover_rate` double(20,2) DEFAULT NULL,
+  `pe_ratio` double(20,2) DEFAULT NULL,
+  `pb_ratio` double(20,2) DEFAULT NULL,
+  `market_cap` double(20,2) DEFAULT NULL,
+  `circulating_market_cap` double(20,2) DEFAULT NULL,
+  `rise_speed` double(20,2) DEFAULT NULL,
+  `change_5min` double(20,2) DEFAULT NULL,
+  `change_ercent_60day` double(20,2) DEFAULT NULL,
+  `ytd_change_percent` double(20,2) DEFAULT NULL,
+  `boll` double(20,2) DEFAULT NULL,
+  `boll_lb` double(20,2) DEFAULT NULL,
+  `boll_ub` double(20,2) DEFAULT NULL,
+  `kdjd` double(20,2) DEFAULT NULL,
+  `kdjj` double(20,2) DEFAULT NULL,
+  `kdjk` double(20,2) DEFAULT NULL,
+  `macd` double(20,2) DEFAULT NULL,
+  `macdh` double(20,2) DEFAULT NULL,
+  `macds` double(20,2) DEFAULT NULL,
+  `pdi` double(20,2) DEFAULT NULL,
+  `trix` double(20,2) DEFAULT NULL,
+  `trix_9_sma` double(20,2) DEFAULT NULL,
+  `vr` double(20,2) DEFAULT NULL,
+  `vr_6_sma` double(20,2) DEFAULT NULL,
+  `wr_10` double(20,2) DEFAULT NULL,
+  `wr_6` double(20,2) DEFAULT NULL,
   PRIMARY KEY (`code`,`date`),
   KEY `idx_code` (`code`)
 ) ENGINE=InnoDB DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_general_ci;
diff --git a/docker-compose/nginx/nginx.conf b/docker-compose/nginx/nginx.conf
new file mode 100644
index 0000000000000000000000000000000000000000..65b43050f164361680e0855f6e66d046a647b381
--- /dev/null
+++ b/docker-compose/nginx/nginx.conf
@@ -0,0 +1,22 @@
+server {
+    listen       8080;
+    server_name  localhost;
+    #access_log  /var/log/nginx/host.access.log  main;
+
+    location / {
+        root   /usr/share/nginx/html;
+        index  index.html index.htm;
+    }
+
+    location /api/v1 {
+        proxy_pass http://backend:9090;
+    }
+
+
+    error_page  404              /404.html;
+    error_page   500 502 503 504  /50x.html;
+    location = /50x.html {
+        root   /usr/share/nginx/html;
+    }
+
+}
diff --git a/frontend/docker-build.sh b/frontend/docker-build.sh
new file mode 100755
index 0000000000000000000000000000000000000000..ceae844a6fce45729ab232ffbdfad676b44f4f91
--- /dev/null
+++ b/frontend/docker-build.sh
@@ -0,0 +1,24 @@
+#!/bin/sh
+
+sleep 1
+# 只依赖启动。
+cd /usr/src/app
+
+#!/bin/bash
+
+# 定义要检查的文件夹路径
+modules_path="/usr/src/app/node_modules"
+
+# 使用[ ]检查文件夹是否存在
+if [ -d "$modules_path" ]; then
+    echo "文件夹 $modules_path 存在"
+else
+    echo "文件夹 $modules_path 不存在，执行 install 安装"
+    npm install --registry=https://registry.npmmirror.com
+fi
+
+npm run build
+# 编译完成之后拷贝 html 资源到 影射目录，等待即可。每次编译前都清空内容。
+rm -rf /data/html/*
+cp -r ./dist/* /data/html/
+echo "######### build finish and cp all html  #########"
\ No newline at end of file
diff --git a/frontend/docker-entrypoint.sh b/frontend/docker-entrypoint.sh
index bdd5f03892de57f08e0010d2aa36ad1f3d7ef8fe..064898fceb27ca0c95802ba711840ee910eed5cb 100755
--- a/frontend/docker-entrypoint.sh
+++ b/frontend/docker-entrypoint.sh
@@ -1,8 +1,21 @@
 #!/bin/sh
 
-sleep 10
+sleep 1
 # 只依赖启动。
 cd /usr/src/app
-npm install --registry=https://registry.npmmirror.com
+
+#!/bin/bash
+
+# 定义要检查的文件夹路径
+modules_path="/usr/src/app/node_modules"
+
+# 使用[ ]检查文件夹是否存在
+if [ -d "$modules_path" ]; then
+    echo "文件夹 $modules_path 存在"
+else
+    echo "文件夹 $modules_path 不存在，执行 install 安装"
+    npm install --registry=https://registry.npmmirror.com
+fi
+
 npm run dev
 sleep 999999d
diff --git a/frontend/package.json b/frontend/package.json
index 42990ba8e0c268af134cab60d6fd7c0640580d83..343b35451713f5db93073b69eda202144f79870c 100644
--- a/frontend/package.json
+++ b/frontend/package.json
@@ -5,7 +5,7 @@
   "author": "Pan <panfree23@gmail.com>",
   "scripts": {
     "dev": "./node_modules/.bin/vue-cli-service serve ",
-    "build:prod": "./node_modules/.bin/vue-cli-service build",
+    "build": "./node_modules/.bin/vue-cli-service build",
     "build:stage": "./node_modules/.bin/vue-cli-service build --mode staging",
     "preview": "node build/index.js --preview",
     "svgo": "./node_modules/.bin/svgo -f src/icons/svg --config=src/icons/svgo.yml",
diff --git a/frontend/public/40x.html b/frontend/public/40x.html
new file mode 100644
index 0000000000000000000000000000000000000000..bc433cbac736709d85d860d3ecd0779ff83bf3c0
--- /dev/null
+++ b/frontend/public/40x.html
@@ -0,0 +1,8 @@
+
+<html>
+<head><title>404 Not Found</title></head>
+<body>
+<center><h1>404 Not Found</h1></center>
+<hr><center>nginx/1.26.3</center>
+</body>
+</html>
\ No newline at end of file
diff --git a/frontend/public/50x.html b/frontend/public/50x.html
new file mode 100644
index 0000000000000000000000000000000000000000..a57c2f93d1d4ead3f1e537a6508bb0e5ce93e39c
--- /dev/null
+++ b/frontend/public/50x.html
@@ -0,0 +1,19 @@
+<!DOCTYPE html>
+<html>
+<head>
+<title>Error</title>
+<style>
+html { color-scheme: light dark; }
+body { width: 35em; margin: 0 auto;
+font-family: Tahoma, Verdana, Arial, sans-serif; }
+</style>
+</head>
+<body>
+<h1>An error occurred.</h1>
+<p>Sorry, the page you are looking for is currently unavailable.<br/>
+Please try again later.</p>
+<p>If you are the system administrator of this resource then you should check
+the error log for details.</p>
+<p><em>Faithfully yours, nginx.</em></p>
+</body>
+</html>