• 基于RDBMS的BI设计


    ================================

    都说BI,什么OLAP,什么ROLAP,MOLAP,但是如何基于RDBMS实现,基本都不怎么说。

    怎么做的:

      1.通过多维分析模型,存储元数据

      2.动态建立主题临时表

      3.依据多维模型的元数据,组装SQL,创建临时表,插入数据到临时表

    ================================

    程序使用SQL都是针对Select,Update,Delete

    但是很少用create table,drop table,其实在数据库分析中,就是这种场景

    数据库原始视图在开发中的使用....,场景也有,比如查看表已经表的主外键

    ================================

    生成的临时表结构--本质还是对这个临时表的理解个人感觉

    DIM_*:这些就是维度

    DIM_*_DATA:就是具体的度量值或者指标

    这个表是根据用户的多维分析的模型和用户自定义的表格有关,他会自动生成。

    查询语句:

    SELECT DIM_27_CODE AS DIM_27_CODE,
    MAX(DIM_27_DISPLAY) AS DIM_27_DISPLAY,
    DIM_29_CODE AS DIM_29_CODE,
    MAX(DIM_29_DISPLAY) AS DIM_29_DISPLAY,
    DIM_DATE_CODE AS DIM_DATE_LAST_CODE,
    SUM(DIM_95_DATA) AS DIM_95_DATA
    FROM vhbiyf.rep_temp_report_47
    WHERE DIM_DATE_CODE IN ('201409')
    AND DIM_DATE_LEVEL = 'YEAR_MONTH'
    AND DIM_21_CODE IN ('1000')
    AND DIM_27_CODE IN ('1', '2', '3', '1', '2', '3')
    GROUP BY
    DIM_27_CODE,
    DIM_29_CODE,
    DIM_DATE_CODE
    ORDER BY
    DIM_27_CODE ASC,
    DIM_29_CODE ASC

    页面请求:

    创建临时表的SQL:

    CREATE TABLE temp_DIM_95
    (
    DIM_95_fint_year VARCHAR(4000),
    DIM_95_fint_month VARCHAR(4000),
    DIM_95_a_id VARCHAR(4000),
    DIM_95_p_id VARCHAR(4000),
    DIM_95_comp_code VARCHAR(4000),
    DIM_95_num NUMBER(18, 6)
    );
    CREATE TABLE temp_DIM_27
    (
    DIM_95_fint_year VARCHAR(4000),
    DIM_95_fint_month VARCHAR(4000),
    DIM_95_a_id VARCHAR(4000),
    DIM_95_p_id VARCHAR(4000),
    DIM_95_comp_code VARCHAR(4000),
    DIM_27_name VARCHAR(4000),
    DIM_27_id VARCHAR(4000),
    DIM_95_num NUMBER(18, 6)
    );
    CREATE TABLE temp_DIM_29
    (
    DIM_95_fint_year VARCHAR(4000),
    DIM_95_fint_month VARCHAR(4000),
    DIM_95_a_id VARCHAR(4000),
    DIM_95_p_id VARCHAR(4000),
    DIM_95_comp_code VARCHAR(4000),
    DIM_27_name VARCHAR(4000),
    DIM_27_id VARCHAR(4000),
    DIM_29_name VARCHAR(4000),
    DIM_29_id VARCHAR(4000),
    DIM_95_num NUMBER(18, 6)
    );
    CREATE TABLE temp_DIM_21
    (
    DIM_95_fint_year VARCHAR(4000),
    DIM_95_fint_month VARCHAR(4000),
    DIM_95_a_id VARCHAR(4000),
    DIM_95_p_id VARCHAR(4000),
    DIM_95_comp_code VARCHAR(4000),
    DIM_27_name VARCHAR(4000),
    DIM_27_id VARCHAR(4000),
    DIM_29_name VARCHAR(4000),
    DIM_29_id VARCHAR(4000),
    DIM_21_comp_name VARCHAR(4000),
    DIM_21_comp_code VARCHAR(4000),
    DIM_95_num NUMBER(18, 6)
    );
    INSERT INTO temp_DIM_95
    SELECT DIM_95.fint_year AS DIM_95_fint_year,
    DIM_95.fint_month AS DIM_95_fint_month,
    DIM_95.a_id AS DIM_95_a_id,
    DIM_95.p_id AS DIM_95_p_id,
    DIM_95.comp_code AS DIM_95_comp_code,
    SUM(DIM_95.num) AS DIM_95_num
    FROM (
    SELECT YYB_ORDER.*
    FROM YYB_ORDER YYB_ORDER
    ) DIM_95
    WHERE DIM_95.fint_year = '2014'
    AND DIM_95.fint_month = '09'
    GROUP BY
    DIM_95.fint_year,
    DIM_95.fint_month,
    DIM_95.a_id,
    DIM_95.p_id,
    DIM_95.comp_code;
    INSERT INTO temp_DIM_27
    SELECT DIM_95.DIM_95_fint_year AS DIM_95_fint_year,
    DIM_95.DIM_95_fint_month AS DIM_95_fint_month,
    DIM_95.DIM_95_a_id AS DIM_95_a_id,
    DIM_95.DIM_95_p_id AS DIM_95_p_id,
    DIM_95.DIM_95_comp_code AS DIM_95_comp_code,
    DIM_27.name AS DIM_27_name,
    DIM_27.id AS DIM_27_id,
    SUM(DIM_95.DIM_95_num) AS DIM_95_num
    FROM temp_DIM_95 DIM_95
    INNER JOIN (
    SELECT YYB_AREA.*
    FROM YYB_AREA YYB_AREA
    ) DIM_27
    ON (1 = 1 AND DIM_27.id = DIM_95.DIM_95_a_id)
    GROUP BY
    DIM_95.DIM_95_fint_year,
    DIM_95.DIM_95_fint_month,
    DIM_95.DIM_95_a_id,
    DIM_95.DIM_95_p_id,
    DIM_95.DIM_95_comp_code,
    DIM_27.name,
    DIM_27.id;
    INSERT INTO temp_DIM_29
    SELECT DIM_27.DIM_95_fint_year AS DIM_95_fint_year,
    DIM_27.DIM_95_fint_month AS DIM_95_fint_month,
    DIM_27.DIM_95_a_id AS DIM_95_a_id,
    DIM_27.DIM_95_p_id AS DIM_95_p_id,
    DIM_27.DIM_95_comp_code AS DIM_95_comp_code,
    DIM_27.DIM_27_name AS DIM_27_name,
    DIM_27.DIM_27_id AS DIM_27_id,
    DIM_29.name AS DIM_29_name,
    DIM_29.id AS DIM_29_id,
    SUM(DIM_27.DIM_95_num) AS DIM_95_num
    FROM temp_DIM_27 DIM_27
    INNER JOIN (
    SELECT YYB_PRO.*
    FROM YYB_PRO YYB_PRO
    ) DIM_29
    ON (1 = 1 AND DIM_29.id = DIM_27.DIM_95_p_id)
    GROUP BY
    DIM_27.DIM_95_fint_year,
    DIM_27.DIM_95_fint_month,
    DIM_27.DIM_95_a_id,
    DIM_27.DIM_95_p_id,
    DIM_27.DIM_95_comp_code,
    DIM_27.DIM_27_name,
    DIM_27.DIM_27_id,
    DIM_29.name,
    DIM_29.id;
    INSERT INTO temp_DIM_21
    SELECT DIM_29.DIM_95_fint_year AS DIM_95_fint_year,
    DIM_29.DIM_95_fint_month AS DIM_95_fint_month,
    DIM_29.DIM_95_a_id AS DIM_95_a_id,
    DIM_29.DIM_95_p_id AS DIM_95_p_id,
    DIM_29.DIM_95_comp_code AS DIM_95_comp_code,
    DIM_29.DIM_27_name AS DIM_27_name,
    DIM_29.DIM_27_id AS DIM_27_id,
    DIM_29.DIM_29_name AS DIM_29_name,
    DIM_29.DIM_29_id AS DIM_29_id,
    DIM_21.comp_name AS DIM_21_comp_name,
    DIM_21.comp_code AS DIM_21_comp_code,
    SUM(DIM_29.DIM_95_num) AS DIM_95_num
    FROM temp_DIM_29 DIM_29
    INNER JOIN (
    SELECT SYS_COMPANY.*
    FROM SYS_COMPANY SYS_COMPANY
    ) DIM_21
    ON (1 = 1 AND DIM_21.comp_code = DIM_29.DIM_95_comp_code)
    WHERE DIM_21.comp_code IN ('1000')
    GROUP BY
    DIM_29.DIM_95_fint_year,
    DIM_29.DIM_95_fint_month,
    DIM_29.DIM_95_a_id,
    DIM_29.DIM_95_p_id,
    DIM_29.DIM_95_comp_code,
    DIM_29.DIM_27_name,
    DIM_29.DIM_27_id,
    DIM_29.DIM_29_name,
    DIM_29.DIM_29_id,
    DIM_21.comp_name,
    DIM_21.comp_code;
    SELECT DIM_21.DIM_27_id AS DIM_27_CODE,
    MAX(DIM_21.DIM_27_name) AS DIM_27_DISPLAY,
    DIM_21.DIM_29_id AS DIM_29_CODE,
    MAX(DIM_21.DIM_29_name) AS DIM_29_DISPLAY,
    '201409' AS DIM_DATE_CODE,
    'YEAR_MONTH' AS DIM_DATE_LEVEL,
    DIM_21.DIM_21_comp_code AS DIM_21_CODE,
    MAX(DIM_21.DIM_21_comp_name) AS DIM_21_DISPLAY,
    SUM(DIM_21.DIM_95_num) AS DIM_95_DATA
    FROM temp_DIM_21 DIM_21
    GROUP BY
    DIM_21.DIM_27_id,
    DIM_21.DIM_29_id,
    DIM_21.DIM_21_comp_code
    ORDER BY
    DIM_21.DIM_27_id ASC,
    DIM_21.DIM_29_id ASC,
    DIM_21.DIM_21_comp_code ASC;DROP TABLE temp_DIM_95;DROP TABLE temp_DIM_27;
    DROP TABLE temp_DIM_29;DROP TABLE temp_DIM_21;

    ====================================================================================

    --创建表缓存汇总的数据
    CREATE TABLE temp_4690DIM_2417
    (
    DIM_2417_fint_year VARCHAR(4000),--年度
    DIM_2417_fint_month VARCHAR(4000),--月份
    DIM_2417_profit_state VARCHAR(4000),--收益===
    DIM_2417_comp_code VARCHAR(4000),--单位
    DIM_2417_disease_code_vh VARCHAR(4000) --病种编码
    ) ;

    CREATE TABLE temp_4690DIM_2408
    (
    DIM_2417_fint_year VARCHAR(4000),
    DIM_2417_fint_month VARCHAR(4000),
    DIM_2417_profit_state VARCHAR(4000),
    DIM_2417_comp_code VARCHAR(4000),
    DIM_2408_name VARCHAR(4000),--收益名称
    DIM_2408_code VARCHAR(4000),--收益名称
    DIM_2417_disease_code_vh VARCHAR(4000)
    ) ;

    CREATE TABLE temp_4690DIM_21
    (
    DIM_2417_fint_year VARCHAR(4000),
    DIM_2417_fint_month VARCHAR(4000),
    DIM_2417_profit_state VARCHAR(4000),
    DIM_2417_comp_code VARCHAR(4000),
    DIM_2408_name VARCHAR(4000),
    DIM_2408_code VARCHAR(4000),
    DIM_21_comp_name VARCHAR(4000),--单位名称
    DIM_21_comp_code VARCHAR(4000),--单位编码
    DIM_2417_disease_code_vh VARCHAR(4000)
    ) ;

    INSERT INTO temp_4690DIM_2417
    SELECT
    DIM_2417.fint_year AS DIM_2417_fint_year,--年度
    DIM_2417.fint_month AS DIM_2417_fint_month,--月份
    DIM_2417.profit_state AS DIM_2417_profit_state,--盈亏
    DIM_2417.comp_code AS DIM_2417_comp_code,--单位
    DIM_2417.disease_code AS DIM_2417_disease_code_vh --病例编码
    FROM
    (
    SELECT
    VIEW_DISE_QYBZSY.*
    FROM
    VIEW_DISE_QYBZSY VIEW_DISE_QYBZSY --原表
    ) DIM_2417
    WHERE
    DIM_2417.fint_year = '2013' --缓存期间唯一的单位
    AND DIM_2417.fint_month = '12'
    GROUP BY
    DIM_2417.fint_year,--年度
    DIM_2417.fint_month,--月份
    DIM_2417.profit_state,--盈亏
    DIM_2417.comp_code,--单位
    DIM_2417.disease_code;--病种编码

    INSERT INTO temp_4690DIM_2408
    SELECT
    DIM_2417.DIM_2417_fint_year AS DIM_2417_fint_year,
    DIM_2417.DIM_2417_fint_month AS DIM_2417_fint_month,
    DIM_2417.DIM_2417_profit_state AS DIM_2417_profit_state,
    DIM_2417.DIM_2417_comp_code AS DIM_2417_comp_code,
    DIM_2408.name AS DIM_2408_name,
    DIM_2408.code AS DIM_2408_code,
    DIM_2417.DIM_2417_disease_code_vh AS DIM_2417_disease_code_vh
    FROM
    temp_4690DIM_2417 DIM_2417
    INNER JOIN (
    SELECT
    VIEW_DISE_PROFIT_TYPE.*
    FROM
    VIEW_DISE_PROFIT_TYPE VIEW_DISE_PROFIT_TYPE --盈亏类型表
    ) DIM_2408
    ON (1 = 1 AND DIM_2408.code = DIM_2417.DIM_2417_profit_state) --维度之间的关联关系
    GROUP BY
    DIM_2417.DIM_2417_fint_year,
    DIM_2417.DIM_2417_fint_month,
    DIM_2417.DIM_2417_profit_state,
    DIM_2417.DIM_2417_comp_code,
    DIM_2408.name,
    DIM_2408.code,
    DIM_2417.DIM_2417_disease_code_vh;

    INSERT INTO temp_4690DIM_21
    SELECT
    DIM_2408.DIM_2417_fint_year AS DIM_2417_fint_year,
    DIM_2408.DIM_2417_fint_month AS DIM_2417_fint_month,
    DIM_2408.DIM_2417_profit_state AS DIM_2417_profit_state,
    DIM_2408.DIM_2417_comp_code AS DIM_2417_comp_code,
    DIM_2408.DIM_2408_name AS DIM_2408_name,
    DIM_2408.DIM_2408_code AS DIM_2408_code,
    DIM_21.comp_name AS DIM_21_comp_name,
    DIM_21.comp_code AS DIM_21_comp_code,
    DIM_2408.DIM_2417_disease_code_vh AS DIM_2417_disease_code_vh
    FROM
    temp_4690DIM_2408 DIM_2408
    INNER JOIN (
    SELECT
    SYS_COMPANY.*
    FROM
    SYS_COMPANY SYS_COMPANY --关联单位
    ) DIM_21
    ON (1 = 1 AND DIM_21.comp_code = DIM_2408.DIM_2417_comp_code) --维度之间的关联关系
    WHERE
    DIM_21.comp_code IN ('01') --单位编码
    GROUP BY
    DIM_2408.DIM_2417_fint_year,
    DIM_2408.DIM_2417_fint_month,
    DIM_2408.DIM_2417_profit_state,
    DIM_2408.DIM_2417_comp_code,
    DIM_2408.DIM_2408_name,
    DIM_2408.DIM_2408_code,
    DIM_21.comp_name,
    DIM_21.comp_code,
    DIM_2408.DIM_2417_disease_code_vh;

    ---此处得到最终的结果之后最后一次按照数据进行汇总
    SELECT
    DIM_21.DIM_2408_code AS DIM_2408_CODE,--单位编码
    MAX(DIM_21.DIM_2408_name) AS DIM_2408_DISPLAY,--名称
    '201312' AS DIM_DATE_CODE,--自动加年度
    'YEAR_MONTH' AS DIM_DATE_LEVEL,--期间类型
    DIM_21.DIM_21_comp_code AS DIM_21_CODE,--单位编码 --关联维度
    MAX(DIM_21.DIM_21_comp_name) AS DIM_21_DISPLAY,--单位名称
    COUNT(DISTINCT DIM_21.DIM_2417_disease_code_vh) AS DIM_2417_DATA --数据汇总
    FROM
    temp_4690DIM_21 DIM_21
    GROUP BY
    DIM_21.DIM_2408_code,
    DIM_21.DIM_21_comp_code
    ORDER BY
    DIM_21.DIM_2408_code ASC,
    DIM_21.DIM_21_comp_code ASC;

    DROP TABLE temp_4690DIM_2417;DROP TABLE temp_4690DIM_2408;DROP TABLE --删除表
    temp_4690DIM_21;


    --自动生成的查询语句(以后查询仅仅通过这个语句进行查询)
    SELECT DIM_DATE_CODE as DIM_DATE_CODE,--时间
    MAX(DIM_DATE_LEVEL) as DIM_DATE_LEVEL,--期间类型
    DIM_2408_CODE as DIM_2408_CODE,--单位
    MAX(DIM_2408_DISPLAY) as DIM_2408_DISPLAY,
    DIM_DATE_CODE as DIM_DATE_LAST_CODE,--时间维度
    SUM(DISTINCT DIM_2417_DATA) as DIM_2417_DATA --汇总数据
    FROM bi.rep_temp_report_3221
    WHERE DIM_DATE_CODE IN ('201312', '201212') --页面时间过滤
    AND DIM_DATE_LEVEL = 'YEAR_MONTH'--过滤
    AND DIM_21_CODE IN ('01')--过滤
    GROUP BY DIM_DATE_CODE, DIM_2408_CODE, DIM_DATE_CODE
    ORDER BY DIM_DATE_CODE ASC, DIM_2408_CODE ASC

    ====================================================================================

    BI的需求说白了,就是可以按需要出一些报表(客户处存在专门的业务分析人员),这就是BI的需求。

    但是对于我们开发来说如何实现??????

    理论上,现在都存在一些多维分析模型,这是一种理论化的解决方案,在开发中,编码实现对多维模型进行分析进而形成元数据metedata,最为关键的。其次就是数据的存储。

    上面的SQL本质就是根据多维模型的元数据进而形成SQL(以前我们面向SQL开发报表),进而抽取数据存到临时表,也算是一种数据的物化吧.

    ====================================================================================

    页面设计要求:

    表格联动

    图标联动

    图表详细

    指标自定义公式

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  • 原文地址:https://www.cnblogs.com/gstsyyb/p/3995375.html
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