大数据之Superset
第1章 Superset入门
1.1 Superset概述
Apache Superset是一个现代的数据探索和可视化平台。它功能强大且十分易用，可对接各种数据源，包括很多现代的大数据分析引擎，拥有丰富的图表展示形式，并且支持自定义仪表盘。
1.2 环境说明
本课程使用的服务器操作系统为CentOS 7，Superset对接的数据源为MySQL数据库。
第2章 Superset安装
Superset官网地址：http://superset.apache.org/
2.1 安装Python环境
Superset是由Python语言编写的Web应用，要求Python3.7的环境。
2.1.1 安装Miniconda
conda是一个开源的包、环境管理器，可以用于在同一个机器上安装不同Python版本的软件包及其依赖，并能够在不同的Python环境之间切换，Anaconda包括Conda、Python以及一大堆安装好的工具包，比如：numpy、pandas等，Miniconda包括Conda、Python。
此处，我们不需要如此多的工具包，故选择MiniConda。
1）下载Miniconda（Python3版本）
下载地址：https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh
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2）安装Miniconda
（1）执行以下命令进行安装，并按照提示操作，直到安装完成。
[liumingze@hadoop102 lib]$ bash Miniconda3-latest-Linux-x86_64.sh
（2）在安装过程中，出现以下提示时，可以指定安装路径
（3）出现以下字样，即为安装完成
3）加载环境变量配置文件，使之生效
[liumingze@hadoop102 lib]$ source ~/.bashrc
4）取消激活base环境
Miniconda安装完成后，每次打开终端都会激活其默认的base环境，我们可通过以下命令，禁止激活默认base环境。
[liumingze@hadoop102 lib]$ conda config --set auto_activate_base false
2.1.2 创建Python3.7环境
1）配置conda国内镜像
(base) [liumingze@hadoop102 ~]$ conda config --add channels https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free
(base) [liumingze@hadoop102 ~]$ conda config --add channels https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main
(base) [liumingze@hadoop102 ~]$ conda config --set show_channel_urls yes
2）创建Python3.7环境
(base) [liumingze@hadoop102 ~]$ conda create --name superset python=3.7
说明：conda环境管理常用命令
创建环境：conda create -n env_name
查看所有环境：conda info --envs
删除一个环境：conda remove -n env_name --all
3）激活superset环境
(base) [liumingze@hadoop102 ~]$ conda activate superset
激活后效果如下图所示
说明：退出当前环境
(superset) [liumingze@hadoop102 ~]$ conda deactivate
4）执行python命令查看python版本
2.2 Superset部署
2.2.1 安装依赖
安装Superset之前，需安装以下所需依赖
(superset) [liumingze@hadoop102 ~]$ sudo yum install -y gcc gcc-c++ libffi-devel python-devel python-pip python-wheel python-setuptools openssl-devel cyrus-sasl-devel openldap-devel
2.2.2 安装Superset
1）安装（更新）setuptools和pip
(superset) [liumingze@hadoop102 ~]$ pip install --upgrade setuptools pip -i https://pypi.douban.com/simple/
**说明：**pip是python的包管理工具，可以和centos中的yum类比
2）安装Supetset
(superset) [liumingze@hadoop102 ~]$ pip install apache-superset -i https://pypi.douban.com/simple/
说明：-i的作用是指定镜像，这里选择国内镜像
注：如果遇到网络错误导致不能下载，可尝试更换镜像
(superset) [liumingze@hadoop102 ~]$ pip install apache-superset --trusted-host https://repo.huaweicloud.com -i https://repo.huaweicloud.com/repository/pypi/simple
3）初始化Supetset数据库
(superset) [liumingze@hadoop102 ~]$ superset db upgrade
4）创建管理员用户
(superset) [liumingze@hadoop102 ~]$ export FLASK_APP=superset
(superset) [liumingze@hadoop102 ~]$ superset fab create-admin
说明：flask是一个python web框架，Superset使用的就是flask
5）Superset初始化
(superset) [liumingze@hadoop102 ~]$ superset init
2.2.3 启动Supterset
1）安装gunicorn
(superset) [liumingze@hadoop102 ~]$ pip install gunicorn -i https://pypi.douban.com/simple/
**说明：**gunicorn是一个Python Web Server，可以和java中的TomCat类比
2）启动Superset
（1）确保当前conda环境为superset，及下图所示
（2）启动
(superset) [liumingze@hadoop102 ~]$ gunicorn --workers 5 --timeout 120 --bind hadoop102:8787 "superset.app:create_app()" --daemon
说明：
–workers：指定进程个数
–timeout：worker进程超时时间，超时会自动重启
–bind：绑定本机地址，即为Superset访问地址
–daemon：后台运行
（3）登录Superset
访问http://hadoop102:8787，并使用2.2.2节中第4步创建的管理员账号进行登录。
3）停止superset
停掉gunicorn进程
(superset) [liumingze@hadoop102 ~]$ ps -ef | awk '/superset/ && !/awk/{print $2}' | xargs kill -9
退出superset环境
(superset) [liumingze@hadoop102 ~]$ conda deactivate
2.2.4 superset启停脚本
1）创建superset.sh文件
[liumingze@hadoop102 bin]$ vim superset.sh
内容如下
#!/bin/bash
superset_status(){
result=`ps -ef | awk '/gunicorn/ && !/awk/{print $2}' | wc -l`
if [[ $result -eq 0 ]]; then
return 0
else
return 1
fi
}
superset_start(){
source ~/.bashrc
superset_status >/dev/null 2>&1
if [[ $? -eq 0 ]]; then
conda activate superset ; gunicorn --workers 5 --timeout 120 --bind hadoop102:8787 --daemon 'superset.app:create_app()'
else
echo "superset正在运行"
fi
}
superset_stop(){
superset_status >/dev/null 2>&1
if [[ $? -eq 0 ]]; then
echo "superset未在运行"
else
ps -ef | awk '/gunicorn/ && !/awk/{print $2}' | xargs kill -9
fi
}
case $1 in
start )
echo "启动Superset"
superset_start
;;
stop )
echo "停止Superset"
superset_stop
;;
restart )
echo "重启Superset"
superset_stop
superset_start
;;
status )
superset_status >/dev/null 2>&1
if [[ $? -eq 0 ]]; then
echo "superset未在运行"
else
echo "superset正在运行"
fi
esac
2）加执行权限
[liumingze@hadoop102 bin]$ chmod +x superset.sh
3）测试
启动superset
[liumingze@hadoop102 bin]$ superset.sh start
停止superset
[liumingze@hadoop102 bin]$ superset.sh stop
第3章 Superset使用
3.1准备MySQL数据源
1）创建MySQL数据库
2）导入表结构和模拟数据
按将以下步骤将gmall_report.sql脚本导入到刚刚创建的gamll_report数据库中。
/*
Navicat MySQL Data Transfer
Source Server : hadoop102
Source Server Type : MySQL
Source Server Version : 50716
Source Host : hadoop102:3306
Source Schema : gmall_report
Target Server Type : MySQL
Target Server Version : 50716
File Encoding : 65001
Date: 16/08/2021 10:59:43
*/
SET NAMES utf8mb4;
SET FOREIGN_KEY_CHECKS = 0;
-- ----------------------------
-- Table structure for ads_order_by_province
-- ----------------------------
DROP TABLE IF EXISTS `ads_order_by_province`;
CREATE TABLE `ads_order_by_province` (
`dt` date NOT NULL,
`province_id` varchar(255) CHARACTER SET utf8mb4 COLLATE utf8mb4_unicode_ci NOT NULL COMMENT '统计日期',
`province_name` varchar(255) CHARACTER SET utf8mb4 COLLATE utf8mb4_unicode_ci NULL DEFAULT NULL COMMENT '省份名称',
`area_code` varchar(255) CHARACTER SET utf8mb4 COLLATE utf8mb4_unicode_ci NULL DEFAULT NULL COMMENT '地区编码',
`iso_code` varchar(255) CHARACTER SET utf8mb4 COLLATE utf8mb4_unicode_ci NULL DEFAULT NULL COMMENT '国际标准地区编码',
`order_count` bigint(20) NULL DEFAULT NULL COMMENT '订单数',
`order_amount` decimal(16, 2) NULL DEFAULT NULL COMMENT '订单金额',
PRIMARY KEY (`dt`, `province_id`) USING BTREE
) ENGINE = InnoDB CHARACTER SET = utf8mb4 COLLATE = utf8mb4_unicode_ci ROW_FORMAT = Dynamic;
-- ----------------------------
-- Records of ads_order_by_province
-- ----------------------------
INSERT INTO `ads_order_by_province` VALUES ('2020-06-14', '1', '北京', '110000', 'CN-11', 13, 402232.30);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-14', '10', '福建', '350000', 'CN-35', 7, 315645.65);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-14', '11', '江西', '360000', 'CN-36', 4, 114391.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-14', '12', '山东', '370000', 'CN-37', 5, 291400.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-14', '13', '重庆', '500000', 'CN-50', 6, 153022.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-14', '14', '台湾', '710000', 'CN-71', 6, 184981.70);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-14', '15', '黑龙江', '230000', 'CN-23', 2, 80049.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-14', '16', '吉林', '220000', 'CN-22', 8, 144899.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-14', '17', '辽宁', '210000', 'CN-21', 2, 20976.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-14', '18', '陕西', '610000', 'CN-61', 3, 100557.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-14', '19', '甘肃', '620000', 'CN-62', 9, 422565.70);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-14', '2', '天津', '120000', 'CN-12', 11, 283788.70);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-14', '20', '青海', '630000', 'CN-63', 12, 289611.65);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-14', '21', '宁夏', '640000', 'CN-64', 5, 184526.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-14', '22', '新疆', '650000', 'CN-65', 9, 262549.35);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-14', '23', '河南', '410000', 'CN-41', 5, 197189.30);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-14', '24', '湖北', '420000', 'CN-42', 4, 25823.35);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-14', '25', '湖南', '430000', 'CN-43', 7, 187572.35);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-14', '26', '广东', '440000', 'CN-44', 9, 357141.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-14', '27', '广西', '450000', 'CN-45', 4, 130352.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-14', '28', '海南', '460000', 'CN-46', 6, 104162.35);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-14', '29', '香港', '810000', 'CN-91', 6, 203598.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-14', '3', '山西', '140000', 'CN-14', 2, 65986.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-14', '30', '澳门', '820000', 'CN-92', 7, 268936.30);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-14', '31', '四川', '510000', 'CN-51', 1, 18893.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-14', '32', '贵州', '520000', 'CN-52', 6, 236319.35);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-14', '33', '云南', '530000', 'CN-53', 8, 381042.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-14', '34', '西藏', '540000', 'CN-54', 5, 187908.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-14', '4', '内蒙古', '150000', 'CN-15', 6, 178156.35);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-14', '5', '河北', '130000', 'CN-13', 5, 267768.05);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-14', '6', '上海', '310000', 'CN-31', 9, 333872.70);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-14', '7', '江苏', '320000', 'CN-32', 5, 165192.70);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-14', '8', '浙江', '330000', 'CN-33', 8, 232229.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-14', '9', '安徽', '340000', 'CN-34', 6, 158620.05);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-15', '1', '北京', '110000', 'CN-11', 13, 402232.30);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-15', '10', '福建', '350000', 'CN-35', 7, 315645.65);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-15', '11', '江西', '360000', 'CN-36', 4, 114391.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-15', '12', '山东', '370000', 'CN-37', 5, 291400.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-15', '13', '重庆', '500000', 'CN-50', 6, 153022.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-15', '14', '台湾', '710000', 'CN-71', 6, 184981.70);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-15', '15', '黑龙江', '230000', 'CN-23', 2, 80049.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-15', '16', '吉林', '220000', 'CN-22', 8, 144899.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-15', '17', '辽宁', '210000', 'CN-21', 2, 20976.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-15', '18', '陕西', '610000', 'CN-61', 3, 100557.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-15', '19', '甘肃', '620000', 'CN-62', 9, 422565.70);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-15', '2', '天津', '120000', 'CN-12', 11, 283788.70);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-15', '20', '青海', '630000', 'CN-63', 12, 289611.65);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-15', '21', '宁夏', '640000', 'CN-64', 5, 184526.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-15', '22', '新疆', '650000', 'CN-65', 9, 262549.35);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-15', '23', '河南', '410000', 'CN-41', 5, 197189.30);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-15', '24', '湖北', '420000', 'CN-42', 4, 25823.35);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-15', '25', '湖南', '430000', 'CN-43', 7, 187572.35);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-15', '26', '广东', '440000', 'CN-44', 9, 357141.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-15', '27', '广西', '450000', 'CN-45', 4, 130352.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-15', '28', '海南', '460000', 'CN-46', 6, 104162.35);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-15', '29', '香港', '810000', 'CN-91', 6, 203598.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-15', '3', '山西', '140000', 'CN-14', 2, 65986.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-15', '30', '澳门', '820000', 'CN-92', 7, 268936.30);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-15', '31', '四川', '510000', 'CN-51', 1, 18893.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-15', '32', '贵州', '520000', 'CN-52', 6, 236319.35);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-15', '33', '云南', '530000', 'CN-53', 8, 381042.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-15', '34', '西藏', '540000', 'CN-54', 5, 187908.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-15', '4', '内蒙古', '150000', 'CN-15', 6, 178156.35);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-15', '5', '河北', '130000', 'CN-13', 5, 267768.05);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-15', '6', '上海', '310000', 'CN-31', 9, 333872.70);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-15', '7', '江苏', '320000', 'CN-32', 5, 165192.70);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-15', '8', '浙江', '330000', 'CN-33', 8, 232229.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-15', '9', '安徽', '340000', 'CN-34', 6, 158620.05);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-16', '1', '北京', '110000', 'CN-11', 13, 402232.30);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-16', '10', '福建', '350000', 'CN-35', 7, 315645.65);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-16', '11', '江西', '360000', 'CN-36', 4, 114391.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-16', '12', '山东', '370000', 'CN-37', 5, 291400.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-16', '13', '重庆', '500000', 'CN-50', 6, 153022.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-16', '14', '台湾', '710000', 'CN-71', 6, 184981.70);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-16', '15', '黑龙江', '230000', 'CN-23', 2, 80049.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-16', '16', '吉林', '220000', 'CN-22', 8, 144899.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-16', '17', '辽宁', '210000', 'CN-21', 2, 20976.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-16', '18', '陕西', '610000', 'CN-61', 3, 100557.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-16', '19', '甘肃', '620000', 'CN-62', 9, 422565.70);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-16', '2', '天津', '120000', 'CN-12', 11, 283788.70);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-16', '20', '青海', '630000', 'CN-63', 12, 289611.65);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-16', '21', '宁夏', '640000', 'CN-64', 5, 184526.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-16', '22', '新疆', '650000', 'CN-65', 9, 262549.35);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-16', '23', '河南', '410000', 'CN-41', 5, 197189.30);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-16', '24', '湖北', '420000', 'CN-42', 4, 25823.35);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-16', '25', '湖南', '430000', 'CN-43', 7, 187572.35);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-16', '26', '广东', '440000', 'CN-44', 9, 357141.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-16', '27', '广西', '450000', 'CN-45', 4, 130352.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-16', '28', '海南', '460000', 'CN-46', 6, 104162.35);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-16', '29', '香港', '810000', 'CN-91', 6, 203598.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-16', '3', '山西', '140000', 'CN-14', 2, 65986.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-16', '30', '澳门', '820000', 'CN-92', 7, 268936.30);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-16', '31', '四川', '510000', 'CN-51', 1, 18893.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-16', '32', '贵州', '520000', 'CN-52', 6, 236319.35);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-16', '33', '云南', '530000', 'CN-53', 8, 381042.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-16', '34', '西藏', '540000', 'CN-54', 5, 187908.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-16', '4', '内蒙古', '150000', 'CN-15', 6, 178156.35);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-16', '5', '河北', '130000', 'CN-13', 5, 267768.05);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-16', '6', '上海', '310000', 'CN-31', 9, 333872.70);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-16', '7', '江苏', '320000', 'CN-32', 5, 165192.70);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-16', '8', '浙江', '330000', 'CN-33', 8, 232229.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-16', '9', '安徽', '340000', 'CN-34', 6, 158620.05);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-17', '1', '北京', '110000', 'CN-11', 13, 402232.30);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-17', '10', '福建', '350000', 'CN-35', 7, 315645.65);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-17', '11', '江西', '360000', 'CN-36', 4, 114391.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-17', '12', '山东', '370000', 'CN-37', 5, 291400.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-17', '13', '重庆', '500000', 'CN-50', 6, 153022.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-17', '14', '台湾', '710000', 'CN-71', 6, 184981.70);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-17', '15', '黑龙江', '230000', 'CN-23', 2, 80049.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-17', '16', '吉林', '220000', 'CN-22', 8, 144899.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-17', '17', '辽宁', '210000', 'CN-21', 2, 20976.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-17', '18', '陕西', '610000', 'CN-61', 3, 100557.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-17', '19', '甘肃', '620000', 'CN-62', 9, 422565.70);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-17', '2', '天津', '120000', 'CN-12', 11, 283788.70);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-17', '20', '青海', '630000', 'CN-63', 12, 289611.65);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-17', '21', '宁夏', '640000', 'CN-64', 5, 184526.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-17', '22', '新疆', '650000', 'CN-65', 9, 262549.35);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-17', '23', '河南', '410000', 'CN-41', 5, 197189.30);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-17', '24', '湖北', '420000', 'CN-42', 4, 25823.35);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-17', '25', '湖南', '430000', 'CN-43', 7, 187572.35);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-17', '26', '广东', '440000', 'CN-44', 9, 357141.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-17', '27', '广西', '450000', 'CN-45', 4, 130352.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-17', '28', '海南', '460000', 'CN-46', 6, 104162.35);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-17', '29', '香港', '810000', 'CN-91', 6, 203598.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-17', '3', '山西', '140000', 'CN-14', 2, 65986.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-17', '30', '澳门', '820000', 'CN-92', 7, 268936.30);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-17', '31', '四川', '510000', 'CN-51', 1, 18893.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-17', '32', '贵州', '520000', 'CN-52', 6, 236319.35);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-17', '33', '云南', '530000', 'CN-53', 8, 381042.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-17', '34', '西藏', '540000', 'CN-54', 5, 187908.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-17', '4', '内蒙古', '150000', 'CN-15', 6, 178156.35);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-17', '5', '河北', '130000', 'CN-13', 5, 267768.05);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-17', '6', '上海', '310000', 'CN-31', 9, 333872.70);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-17', '7', '江苏', '320000', 'CN-32', 5, 165192.70);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-17', '8', '浙江', '330000', 'CN-33', 8, 232229.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-17', '9', '安徽', '340000', 'CN-34', 6, 158620.05);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-18', '1', '北京', '110000', 'CN-11', 13, 402232.30);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-18', '10', '福建', '350000', 'CN-35', 7, 315645.65);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-18', '11', '江西', '360000', 'CN-36', 4, 114391.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-18', '12', '山东', '370000', 'CN-37', 5, 291400.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-18', '13', '重庆', '500000', 'CN-50', 6, 153022.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-18', '14', '台湾', '710000', 'CN-71', 6, 184981.70);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-18', '15', '黑龙江', '230000', 'CN-23', 2, 80049.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-18', '16', '吉林', '220000', 'CN-22', 8, 144899.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-18', '17', '辽宁', '210000', 'CN-21', 2, 20976.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-18', '18', '陕西', '610000', 'CN-61', 3, 100557.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-18', '19', '甘肃', '620000', 'CN-62', 9, 422565.70);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-18', '2', '天津', '120000', 'CN-12', 11, 283788.70);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-18', '20', '青海', '630000', 'CN-63', 12, 289611.65);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-18', '21', '宁夏', '640000', 'CN-64', 5, 184526.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-18', '22', '新疆', '650000', 'CN-65', 9, 262549.35);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-18', '23', '河南', '410000', 'CN-41', 5, 197189.30);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-18', '24', '湖北', '420000', 'CN-42', 4, 25823.35);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-18', '25', '湖南', '430000', 'CN-43', 7, 187572.35);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-18', '26', '广东', '440000', 'CN-44', 9, 357141.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-18', '27', '广西', '450000', 'CN-45', 4, 130352.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-18', '28', '海南', '460000', 'CN-46', 6, 104162.35);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-18', '29', '香港', '810000', 'CN-91', 6, 203598.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-18', '3', '山西', '140000', 'CN-14', 2, 65986.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-18', '30', '澳门', '820000', 'CN-92', 7, 268936.30);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-18', '31', '四川', '510000', 'CN-51', 1, 18893.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-18', '32', '贵州', '520000', 'CN-52', 6, 236319.35);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-18', '33', '云南', '530000', 'CN-53', 8, 381042.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-18', '34', '西藏', '540000', 'CN-54', 5, 187908.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-18', '4', '内蒙古', '150000', 'CN-15', 6, 178156.35);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-18', '5', '河北', '130000', 'CN-13', 5, 267768.05);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-18', '6', '上海', '310000', 'CN-31', 9, 333872.70);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-18', '7', '江苏', '320000', 'CN-32', 5, 165192.70);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-18', '8', '浙江', '330000', 'CN-33', 8, 232229.00);
INSERT INTO `ads_order_by_province` VALUES ('2020-06-18', '9', '安徽', '340000', 'CN-34', 6, 158620.05);
-- ----------------------------
-- Table structure for ads_order_spu_stats
-- ----------------------------
DROP TABLE IF EXISTS `ads_order_spu_stats`;
CREATE TABLE `ads_order_spu_stats` (
`dt` date NOT NULL COMMENT '统计日期',
`spu_id` varchar(255) CHARACTER SET utf8mb4 COLLATE utf8mb4_unicode_ci NOT NULL COMMENT '商品ID',
`spu_name` varchar(255) CHARACTER SET utf8mb4 COLLATE utf8mb4_unicode_ci NULL DEFAULT NULL COMMENT '商品名称',
`tm_id` varchar(255) CHARACTER SET utf8mb4 COLLATE utf8mb4_unicode_ci NOT NULL COMMENT '品牌ID',
`tm_name` varchar(255) CHARACTER SET utf8mb4 COLLATE utf8mb4_unicode_ci NULL DEFAULT NULL COMMENT '品牌名称',
`category3_id` varchar(255) CHARACTER SET utf8mb4 COLLATE utf8mb4_unicode_ci NOT NULL COMMENT '三级品类ID',
`category3_name` varchar(255) CHARACTER SET utf8mb4 COLLATE utf8mb4_unicode_ci NULL DEFAULT NULL COMMENT '三级品类名称',
`category2_id` varchar(255) CHARACTER SET utf8mb4 COLLATE utf8mb4_unicode_ci NOT NULL COMMENT '二级品类ID',
`category2_name` varchar(255) CHARACTER SET utf8mb4 COLLATE utf8mb4_unicode_ci NULL DEFAULT NULL COMMENT '二级品类名称',
`category1_id` varchar(255) CHARACTER SET utf8mb4 COLLATE utf8mb4_unicode_ci NOT NULL COMMENT '一级品类ID',
`category1_name` varchar(255) CHARACTER SET utf8mb4 COLLATE utf8mb4_unicode_ci NOT NULL COMMENT '一级品类名称',
`order_count` bigint(20) NULL DEFAULT NULL COMMENT '订单数',
`order_amount` decimal(16, 2) NULL DEFAULT NULL COMMENT '订单金额',
PRIMARY KEY (`dt`, `spu_id`) USING BTREE
) ENGINE = InnoDB CHARACTER SET = utf8mb4 COLLATE = utf8mb4_unicode_ci ROW_FORMAT = Dynamic;
-- ----------------------------
-- Records of ads_order_spu_stats
-- ----------------------------
INSERT INTO `ads_order_spu_stats` VALUES ('2020-06-14', '1', '小米10', '1', '三星', '61', '手机', '13', '手机通讯', '2', '手机', 75, 999840.00);
INSERT INTO `ads_order_spu_stats` VALUES ('2020-06-14', '10', 'CAREMiLLE珂曼奶油小方口红 雾面滋润保湿持久丝缎唇膏', '9', 'CAREMiLLE', '477', '唇部', '54', '香水彩妆', '8', '个护化妆', 194, 27410.64);
INSERT INTO `ads_order_spu_stats` VALUES ('2020-06-14', '11', '香奈儿（Chanel）女士香水5号香水 粉邂逅柔情淡香水EDT ', '11', '香奈儿', '473', '香水', '54', '香水彩妆', '8', '个护化妆', 51, 37520.00);
INSERT INTO `ads_order_spu_stats` VALUES ('2020-06-14', '12', '华为智慧屏 4K全面屏智能电视机', '3', '华为', '86', '平板电视', '16', '大 家 电', '3', '家用电器', 54, 505065.00);
INSERT INTO `ads_order_spu_stats` VALUES ('2020-06-14', '2', 'Redmi 10X', '1', '三星', '61', '手机', '13', '手机通讯', '2', '手机', 113, 299439.00);
INSERT INTO `ads_order_spu_stats` VALUES ('2020-06-14', '3', 'Apple iPhone 12', '2', '苹果', '61', '手机', '13', '手机通讯', '2', '手机', 137, 2428867.29);
INSERT INTO `ads_order_spu_stats` VALUES ('2020-06-14', '4', 'HUAWEI P40', '3', '华为', '61', '手机', '13', '手机通讯', '2', '手机', 97, 858353.71);
INSERT INTO `ads_order_spu_stats` VALUES ('2020-06-14', '5', 'TCL巨幕私人影院电视 4K超高清 AI智慧屏 液晶平板电视机', '4', 'TCL', '86', '平板电视', '16', '大 家 电', '3', '家用电器', 72, 1478239.00);
INSERT INTO `ads_order_spu_stats` VALUES ('2020-06-14', '6', '小米电视 内置小爱 智能网络液晶平板教育电视', '5', '小米', '86', '平板电视', '16', '大 家 电', '3', '家用电器', 50, 326894.00);
INSERT INTO `ads_order_spu_stats` VALUES ('2020-06-14', '7', '十月稻田 长粒香大米 东北大米 东北香米 5kg', '6', '长粒香', '803', '米面杂粮', '82', '粮油调味', '14', '食品饮料、保健食品', 52, 4816.00);
INSERT INTO `ads_order_spu_stats` VALUES ('2020-06-14', '8', '金沙河面条 原味银丝挂面 龙须面 方便速食拉面 清汤面 900g', '7', '金沙河', '803', '米面杂粮', '82', '粮油调味', '14', '食品饮料、保健食品', 40, 1118.00);
INSERT INTO `ads_order_spu_stats` VALUES ('2020-06-14', '9', '索芙特i-Softto 口红不掉色唇膏保湿滋润 璀璨金钻哑光唇膏 ', '8', '索芙特', '477', '唇部', '54', '香水彩妆', '8', '个护化妆', 180, 50819.76);
INSERT INTO `ads_order_spu_stats` VALUES ('2020-06-15', '1', '小米10', '1', '三星', '61', '手机', '13', '手机通讯', '2', '手机', 75, 999840.00);
INSERT INTO `ads_order_spu_stats` VALUES ('2020-06-15', '10', 'CAREMiLLE珂曼奶油小方口红 雾面滋润保湿持久丝缎唇膏', '9', 'CAREMiLLE', '477', '唇部', '54', '香水彩妆', '8', '个护化妆', 194, 27410.64);
INSERT INTO `ads_order_spu_stats` VALUES ('2020-06-15', '11', '香奈儿（Chanel）女士香水5号香水 粉邂逅柔情淡香水EDT ', '11', '香奈儿', '473', '香水', '54', '香水彩妆', '8', '个护化妆', 51, 37520.00);
INSERT INTO `ads_order_spu_stats` VALUES ('2020-06-15', '12', '华为智慧屏 4K全面屏智能电视机', '3', '华为', '86', '平板电视', '16', '大 家 电', '3', '家用电器', 54, 505065.00);
INSERT INTO `ads_order_spu_stats` VALUES ('2020-06-15', '2', 'Redmi 10X', '1', '三星', '61', '手机', '13', '手机通讯', '2', '手机', 113, 299439.00);
INSERT INTO `ads_order_spu_stats` VALUES ('2020-06-15', '3', 'Apple iPhone 12', '2', '苹果', '61', '手机', '13', '手机通讯', '2', '手机', 137, 2428867.29);
INSERT INTO `ads_order_spu_stats` VALUES ('2020-06-15', '4', 'HUAWEI P40', '3', '华为', '61', '手机', '13', '手机通讯', '2', '手机', 97, 858353.71);
INSERT INTO `ads_order_spu_stats` VALUES ('2020-06-15', '5', 'TCL巨幕私人影院电视 4K超高清 AI智慧屏 液晶平板电视机', '4', 'TCL', '86', '平板电视', '16', '大 家 电', '3', '家用电器', 72, 1478239.00);
INSERT INTO `ads_order_spu_stats` VALUES ('2020-06-15', '6', '小米电视 内置小爱 智能网络液晶平板教育电视', '5', '小米', '86', '平板电视', '16', '大 家 电', '3', '家用电器', 50, 326894.00);
INSERT INTO `ads_order_spu_stats` VALUES ('2020-06-15', '7', '十月稻田 长粒香大米 东北大米 东北香米 5kg', '6', '长粒香', '803', '米面杂粮', '82', '粮油调味', '14', '食品饮料、保健食品', 52, 4816.00);
INSERT INTO `ads_order_spu_stats` VALUES ('2020-06-15', '8', '金沙河面条 原味银丝挂面 龙须面 方便速食拉面 清汤面 900g', '7', '金沙河', '803', '米面杂粮', '82', '粮油调味', '14', '食品饮料、保健食品', 40, 1118.00);
INSERT INTO `ads_order_spu_stats` VALUES ('2020-06-15', '9', '索芙特i-Softto 口红不掉色唇膏保湿滋润 璀璨金钻哑光唇膏 ', '8', '索芙特', '477', '唇部', '54', '香水彩妆', '8', '个护化妆', 180, 50819.76);
INSERT INTO `ads_order_spu_stats` VALUES ('2020-06-16', '1', '小米10', '1', '三星', '61', '手机', '13', '手机通讯', '2', '手机', 75, 999840.00);
INSERT INTO `ads_order_spu_stats` VALUES ('2020-06-16', '10', 'CAREMiLLE珂曼奶油小方口红 雾面滋润保湿持久丝缎唇膏', '9', 'CAREMiLLE', '477', '唇部', '54', '香水彩妆', '8', '个护化妆', 194, 27410.64);
INSERT INTO `ads_order_spu_stats` VALUES ('2020-06-16', '11', '香奈儿（Chanel）女士香水5号香水 粉邂逅柔情淡香水EDT ', '11', '香奈儿', '473', '香水', '54', '香水彩妆', '8', '个护化妆', 51, 37520.00);
INSERT INTO `ads_order_spu_stats` VALUES ('2020-06-16', '12', '华为智慧屏 4K全面屏智能电视机', '3', '华为', '86', '平板电视', '16', '大 家 电', '3', '家用电器', 54, 505065.00);
INSERT INTO `ads_order_spu_stats` VALUES ('2020-06-16', '2', 'Redmi 10X', '1', '三星', '61', '手机', '13', '手机通讯', '2', '手机', 113, 299439.00);
INSERT INTO `ads_order_spu_stats` VALUES ('2020-06-16', '3', 'Apple iPhone 12', '2', '苹果', '61', '手机', '13', '手机通讯', '2', '手机', 137, 2428867.29);
INSERT INTO `ads_order_spu_stats` VALUES ('2020-06-16', '4', 'HUAWEI P40', '3', '华为', '61', '手机', '13', '手机通讯', '2', '手机', 97, 858353.71);
INSERT INTO `ads_order_spu_stats` VALUES ('2020-06-16', '5', 'TCL巨幕私人影院电视 4K超高清 AI智慧屏 液晶平板电视机', '4', 'TCL', '86', '平板电视', '16', '大 家 电', '3', '家用电器', 72, 1478239.00);
INSERT INTO `ads_order_spu_stats` VALUES ('2020-06-16', '6', '小米电视 内置小爱 智能网络液晶平板教育电视', '5', '小米', '86', '平板电视', '16', '大 家 电', '3', '家用电器', 50, 326894.00);
INSERT INTO `ads_order_spu_stats` VALUES ('2020-06-16', '7', '十月稻田 长粒香大米 东北大米 东北香米 5kg', '6', '长粒香', '803', '米面杂粮', '82', '粮油调味', '14', '食品饮料、保健食品', 52, 4816.00);
INSERT INTO `ads_order_spu_stats` VALUES ('2020-06-16', '8', '金沙河面条 原味银丝挂面 龙须面 方便速食拉面 清汤面 900g', '7', '金沙河', '803', '米面杂粮', '82', '粮油调味', '14', '食品饮料、保健食品', 40, 1118.00);
INSERT INTO `ads_order_spu_stats` VALUES ('2020-06-16', '9', '索芙特i-Softto 口红不掉色唇膏保湿滋润 璀璨金钻哑光唇膏 ', '8', '索芙特', '477', '唇部', '54', '香水彩妆', '8', '个护化妆', 180, 50819.76);
INSERT INTO `ads_order_spu_stats` VALUES ('2020-06-17', '1', '小米10', '1', '三星', '61', '手机', '13', '手机通讯', '2', '手机', 75, 999840.00);
INSERT INTO `ads_order_spu_stats` VALUES ('2020-06-17', '10', 'CAREMiLLE珂曼奶油小方口红 雾面滋润保湿持久丝缎唇膏', '9', 'CAREMiLLE', '477', '唇部', '54', '香水彩妆', '8', '个护化妆', 194, 27410.64);
INSERT INTO `ads_order_spu_stats` VALUES ('2020-06-17', '11', '香奈儿（Chanel）女士香水5号香水 粉邂逅柔情淡香水EDT ', '11', '香奈儿', '473', '香水', '54', '香水彩妆', '8', '个护化妆', 51, 37520.00);
INSERT INTO `ads_order_spu_stats` VALUES ('2020-06-17', '12', '华为智慧屏 4K全面屏智能电视机', '3', '华为', '86', '平板电视', '16', '大 家 电', '3', '家用电器', 54, 505065.00);
INSERT INTO `ads_order_spu_stats` VALUES ('2020-06-17', '2', 'Redmi 10X', '1', '三星', '61', '手机', '13', '手机通讯', '2', '手机', 113, 299439.00);
INSERT INTO `ads_order_spu_stats` VALUES ('2020-06-17', '3', 'Apple iPhone 12', '2', '苹果', '61', '手机', '13', '手机通讯', '2', '手机', 137, 2428867.29);
INSERT INTO `ads_order_spu_stats` VALUES ('2020-06-17', '4', 'HUAWEI P40', '3', '华为', '61', '手机', '13', '手机通讯', '2', '手机', 97, 858353.71);
INSERT INTO `ads_order_spu_stats` VALUES ('2020-06-17', '5', 'TCL巨幕私人影院电视 4K超高清 AI智慧屏 液晶平板电视机', '4', 'TCL', '86', '平板电视', '16', '大 家 电', '3', '家用电器', 72, 1478239.00);
INSERT INTO `ads_order_spu_stats` VALUES ('2020-06-17', '6', '小米电视 内置小爱 智能网络液晶平板教育电视', '5', '小米', '86', '平板电视', '16', '大 家 电', '3', '家用电器', 50, 326894.00);
INSERT INTO `ads_order_spu_stats` VALUES ('2020-06-17', '7', '十月稻田 长粒香大米 东北大米 东北香米 5kg', '6', '长粒香', '803', '米面杂粮', '82', '粮油调味', '14', '食品饮料、保健食品', 52, 4816.00);
INSERT INTO `ads_order_spu_stats` VALUES ('2020-06-17', '8', '金沙河面条 原味银丝挂面 龙须面 方便速食拉面 清汤面 900g', '7', '金沙河', '803', '米面杂粮', '82', '粮油调味', '14', '食品饮料、保健食品', 40, 1118.00);
INSERT INTO `ads_order_spu_stats` VALUES ('2020-06-17', '9', '索芙特i-Softto 口红不掉色唇膏保湿滋润 璀璨金钻哑光唇膏 ', '8', '索芙特', '477', '唇部', '54', '香水彩妆', '8', '个护化妆', 180, 50819.76);
INSERT INTO `ads_order_spu_stats` VALUES ('2020-06-18', '1', '小米10', '1', '三星', '61', '手机', '13', '手机通讯', '2', '手机', 75, 999840.00);
INSERT INTO `ads_order_spu_stats` VALUES ('2020-06-18', '10', 'CAREMiLLE珂曼奶油小方口红 雾面滋润保湿持久丝缎唇膏', '9', 'CAREMiLLE', '477', '唇部', '54', '香水彩妆', '8', '个护化妆', 194, 27410.64);
INSERT INTO `ads_order_spu_stats` VALUES ('2020-06-18', '11', '香奈儿（Chanel）女士香水5号香水 粉邂逅柔情淡香水EDT ', '11', '香奈儿', '473', '香水', '54', '香水彩妆', '8', '个护化妆', 51, 37520.00);
INSERT INTO `ads_order_spu_stats` VALUES ('2020-06-18', '12', '华为智慧屏 4K全面屏智能电视机', '3', '华为', '86', '平板电视', '16', '大 家 电', '3', '家用电器', 54, 505065.00);
INSERT INTO `ads_order_spu_stats` VALUES ('2020-06-18', '2', 'Redmi 10X', '1', '三星', '61', '手机', '13', '手机通讯', '2', '手机', 113, 299439.00);
INSERT INTO `ads_order_spu_stats` VALUES ('2020-06-18', '3', 'Apple iPhone 12', '2', '苹果', '61', '手机', '13', '手机通讯', '2', '手机', 137, 2428867.29);
INSERT INTO `ads_order_spu_stats` VALUES ('2020-06-18', '4', 'HUAWEI P40', '3', '华为', '61', '手机', '13', '手机通讯', '2', '手机', 97, 858353.71);
INSERT INTO `ads_order_spu_stats` VALUES ('2020-06-18', '5', 'TCL巨幕私人影院电视 4K超高清 AI智慧屏 液晶平板电视机', '4', 'TCL', '86', '平板电视', '16', '大 家 电', '3', '家用电器', 72, 1478239.00);
INSERT INTO `ads_order_spu_stats` VALUES ('2020-06-18', '6', '小米电视 内置小爱 智能网络液晶平板教育电视', '5', '小米', '86', '平板电视', '16', '大 家 电', '3', '家用电器', 50, 326894.00);
INSERT INTO `ads_order_spu_stats` VALUES ('2020-06-18', '7', '十月稻田 长粒香大米 东北大米 东北香米 5kg', '6', '长粒香', '803', '米面杂粮', '82', '粮油调味', '14', '食品饮料、保健食品', 52, 4816.00);
INSERT INTO `ads_order_spu_stats` VALUES ('2020-06-18', '8', '金沙河面条 原味银丝挂面 龙须面 方便速食拉面 清汤面 900g', '7', '金沙河', '803', '米面杂粮', '82', '粮油调味', '14', '食品饮料、保健食品', 40, 1118.00);
INSERT INTO `ads_order_spu_stats` VALUES ('2020-06-18', '9', '索芙特i-Softto 口红不掉色唇膏保湿滋润 璀璨金钻哑光唇膏 ', '8', '索芙特', '477', '唇部', '54', '香水彩妆', '8', '个护化妆', 180, 50819.76);
-- ----------------------------
-- Table structure for ads_order_total
-- ----------------------------
DROP TABLE IF EXISTS `ads_order_total`;
CREATE TABLE `ads_order_total` (
`dt` date NOT NULL COMMENT '统计日期',
`order_count` bigint(255) NULL DEFAULT NULL COMMENT '订单数',
`order_amount` decimal(16, 2) NULL DEFAULT NULL COMMENT '订单金额',
`order_user_count` bigint(255) NULL DEFAULT NULL COMMENT '下单人数',
PRIMARY KEY (`dt`) USING BTREE
) ENGINE = InnoDB CHARACTER SET = utf8mb4 COLLATE = utf8mb4_unicode_ci ROW_FORMAT = Dynamic;
-- ----------------------------
-- Records of ads_order_total
-- ----------------------------
INSERT INTO `ads_order_total` VALUES ('2020-06-14', 211, 6951956.90, 211);
INSERT INTO `ads_order_total` VALUES ('2020-06-15', 263, 5265165.23, 259);
INSERT INTO `ads_order_total` VALUES ('2020-06-16', 226, 7521463.46, 220);
INSERT INTO `ads_order_total` VALUES ('2020-06-17', 237, 5625751.35, 223);
INSERT INTO `ads_order_total` VALUES ('2020-06-18', 280, 8651362.82, 275);
-- ----------------------------
-- Table structure for ads_user_total
-- ----------------------------
DROP TABLE IF EXISTS `ads_user_total`;
CREATE TABLE `ads_user_total` (
`dt` date NOT NULL COMMENT '统计日期',
`new_user_count` bigint(20) NULL DEFAULT NULL COMMENT '新注册用户数',
`new_order_user_count` bigint(20) NULL DEFAULT NULL COMMENT '新增下单用户数',
`order_user_count` bigint(20) NULL DEFAULT NULL COMMENT '下单用户数',
`no_order_user_count` bigint(20) NULL DEFAULT NULL COMMENT '未下单用户数(具体指活跃用户中未下单用户)',
PRIMARY KEY (`dt`) USING BTREE
) ENGINE = InnoDB CHARACTER SET = utf8mb4 COLLATE = utf8mb4_unicode_ci ROW_FORMAT = Dynamic;
-- ----------------------------
-- Records of ads_user_total
-- ----------------------------
INSERT INTO `ads_user_total` VALUES ('2020-06-14', 100, 73, 211, 343);
INSERT INTO `ads_user_total` VALUES ('2020-06-15', 123, 65, 190, 231);
INSERT INTO `ads_user_total` VALUES ('2020-06-16', 125, 55, 234, 421);
INSERT INTO `ads_user_total` VALUES ('2020-06-17', 92, 84, 124, 425);
INSERT INTO `ads_user_total` VALUES ('2020-06-18', 153, 120, 343, 357);
SET FOREIGN_KEY_CHECKS = 1;
3）查看导入结果
3.2 对接MySQL数据源
3.2.1 安装依赖
(superset) [liumingze@hadoop102 ~]$ conda install mysqlclient
说明：对接不同的数据源，需安装不同的依赖，以下地址为官网说明
https://superset.apache.org/docs/databases/installing-database-drivers
3.2.2 重启Superset
(superset) [liumingze@hadoop102 ~]$ superset.sh restart
3.2.3 数据源配置
1）Database配置
Step1：点击Data/Databases
Step2：点击＋DATABASE
**Step3：**点击填写Database及SQL Alchemy URI
注：SQL Alchemy URI编写规范：mysql://用户名:密码@主机名:端口号/数据库名称
此处填写：
mysql://root:000000@hadoop102:3306/gmall_report?charset=utf8
**Step4：**点击Test Connection，出现“Connection looks good!”提示即表示连接成功
**Step5：**点击ADD
2）Table配置
Step1：点击Data/Datasets
Step2：点击Data/ Datasets
Step3：配置Table
3.3 制作仪表盘
3.3.1 创建空白仪表盘
1）点击Dashboards/+DASHBOARDS
2）命名并保存
3.3.2 创建图表
1）点击Charts/+CHART
2）选则数据源及图表类型
3）选择何使的图表类型
4）创建图表
5）按照说明配置图表
6）点击“Run Query”
7）如配置无误，可出现以下图标
8）命名该图表，并保存至仪表盘
3.3.3 编辑仪表盘
1）打开仪表盘，点击编辑按钮
2）调整图表大小以及图表盘布局
3）点击下图中箭头，可调整仪表盘自动刷新时间
第4章 Superset实战
4.1 制作地图
4.1.1 配置Table
4.1.2 配置Chart
4.2 制作饼状图
4.2.1 配置Table
4.2.2 配置Chart
