如何将多个日期跨度合并/拆分为一个时间轴(Oracle 11g)?

时间:2011-10-19 00:25:02

标签: oracle date

我几天来一直在努力解决这个问题,现在我转向群众寻求帮助。

我的问题与此网站上的先前解决方案类似,但不完全相同: PL/SQL Split, separate a date into new dates according to black out dates! 这个解决方案相当布尔(包括/排除),而我的问题涉及其中的一些以及合并。

虽然我认为我对SQL + PL / SQL有中级/高级的掌握...但Oracle Analytic函数显然让我感到困惑。我一直在努力阅读/学习,但我已经没时间了。

由于我不确定共享表名(COTS),业务线等的合法性,我将用模糊的场景/上下文来模仿我的问题。希望这能够抵御律师的精神。

关于问题: 我有一张包含客户活动历史记录的表格。客户可以来来去去,因此我们可能在此表中有多行(每位客户)。

CREATE TABLE activity AS
SELECT 1 AS cust_id,
       TO_DATE('01-JAN-2010') AS start_dt,
       TO_DATE('31-JUL-2010') AS end_dt,
       'EAST' AS region
FROM DUAL
UNION
SELECT 1 AS cust_id,
       TO_DATE('01-FEB-2011') AS start_dt,
       TO_DATE('31-DEC-2011') AS end_dt,
       'EAST' AS region
FROM DUAL;

我还有一个表格,其中包含跨度的属性信息。客户可以同时拥有多个属性类型,每种类型可以多次使用不同的时间跨度。

CREATE TABLE attrib AS
SELECT 1 AS cust_id,
       'POWER' AS atb_cd,
       TO_DATE('01-JAN-2009') AS atb_start_dt,
       TO_DATE('31-JAN-2010') AS atb_end_dt,
       'LocalNuke' AS provider,
       1.80 AS per_kwh,
       0 AS per_gal
FROM DUAL
UNION
SELECT 1 AS cust_id,
       'POWER' AS atb_cd,
       TO_DATE('01-MAR-2010') AS atb_start_dt,
       TO_DATE('31-MAR-2010') AS atb_end_dt,
       'CoalGuys' AS provider,
       1.60 AS per_kwh,
       0 AS per_gal
FROM DUAL
UNION
SELECT 1 AS cust_id,
       'POWER' AS atb_cd,
       TO_DATE('01-JUN-2010') AS atb_start_dt,
       TO_DATE('30-SEP-2010') AS atb_end_dt,
       'LocalNuke' AS provider,
       1.70 AS per_kwh,
       0 AS per_gal
FROM DUAL
UNION
SELECT 1 AS cust_id,
       'POWER' AS atb_cd,
       TO_DATE('01-MAR-2011') AS atb_start_dt,
       TO_DATE('31-DEC-9999') AS atb_end_dt,
       'GeoHeat' AS provider,
       1.10 AS per_kwh,
       0 AS per_gal
FROM DUAL
UNION
SELECT 1 AS cust_id,
       'WATER' AS atb_cd,
       TO_DATE('01-MAR-2010') AS atb_start_dt,
       TO_DATE('31-DEC-9999') AS atb_end_dt,
       'GlacialGold' AS provider,
       0 AS per_kwh,
       0.60 AS per_gal
FROM DUAL;

数据怪异是有意的,我试图将这个场景变为真实世界而不与“现实世界”相关。

结果应该限制客户与这家虚构公司的活动的跨度,并将所有重叠日期分开以形成时间表。需要将数据元素合并在一起进行报告。

目视:

Cust:
         |----------------------|             |------------------------|
Power:
|-------------|    |--|    |-------|               |---------------------->
Water:
                   |------------------------------------------------------>    
Expected Result:
         |----|----|--|----|----|             |----|-------------------|

解决方案应该是可扩展的,以包含其他属性。最后,我在表格中有这种非规范化信息,这样我就可以在任何时间点报告客户的数据。例如,如果他们在某一天有活动,权力和水;我应该能够导出当天的per_kwh,per_gal和活动数据。

示例输出(表格):

CUST_ID  FROM_DT      THRU_DT      REGION  POWER_PROVIDER  WATER_PROVIDER  PER_KWH  PER_GAL
-------  -----------  -----------  ------  --------------  --------------  -------  -------
1        01-JAN-2010  31-JAN-2010  EAST    LocalNuke                       1.80     0
1        01-FEB-2010  28-FEB-2010  EAST                                    0        0
1        01-MAR-2010  31-MAR-2010  EAST    CoalGuys        GlacialGold     1.60     0.60
1        01-APR-2010  31-MAY-2010  EAST                    GlacialGold     0        0.60
1        01-JUN-2010  31-JUL-2010  EAST    LocalNuke       GlacialGold     1.70     0.60
1        01-FEB-2011  28-FEB-2011  EAST                    GlacialGold     0        0.60
1        01-MAR-2011  31-DEC-2011  EAST    GeoHeat         GlacialGold     1.10     0.60

我在2年前(当需求类似于Activity / Power时)写了一些东西,使用2个异步游标逐慢处理(逐行)。

虽然性能很重要,但我试图找到直接/批量sql解决方案的最大原因是维护。我的原始解决方案的if / else光标嵌套已经难以遵循,并且在至少还有2个“属性”跨度要分割时会呈指数级变差。

如果您能提供任何帮助,我将不胜感激。

2 个答案:

答案 0 :(得分:1)

这确实是一个非常棘手的问题,我希望你最终会遇到一个混乱的问题。您遇到的核心问题是您需要为attrib表中的间隙制作“psudeo”行。这是有问题的。

我采用了你的问题的缩减版本,只是试图为POWER attrib制造差距。我采用了attidute,每个attrib行之前都有一个间隙。想出了这个

SELECT  PS.cust_id
    ,   G.is_gap
    ,   DECODE( G.is_gap, 'Y', PS.prev_start, PS.atb_start_dt ) AS start_date
    ,   DECODE( G.is_gap, 'Y', PS.prev_end, PS.atb_end_dt ) AS end_date
    ,   DECODE( G.is_gap, 'Y', NULL, PS.provider ) AS provider
    ,   DECODE( G.is_gap, 'Y', NULL, PS.per_kwh ) AS per_kwh
    ,   DECODE( G.is_gap, 'Y', NULL, PS.per_gal ) AS per_gal
FROM
    (   SELECT  P.cust_id
            ,   P.atb_start_dt
            ,   P.atb_end_dt
            ,   P.provider
            ,   P.per_kwh
            ,   P.per_gal
            ,   P.atb_start_dt - 1      AS prev_end
            ,   NVL( MAX( P.atb_end_dt ) OVER ( ORDER BY P.atb_end_dt
                        ROWS BETWEEN 1 PRECEDING AND 1 PRECEDING ) + 1
                   , '01-JAN-1900' )    AS prev_start
        FROM    attrib      P
        WHERE   P.atb_cd    = 'POWER'
    ) PS
,   (   SELECT  DECODE(LEVEL,1,'Y','N') AS is_gap
        FROM    DUAL
        CONNECT BY LEVEL <= 2
    ) G
WHERE   (   PS.prev_end > PS.prev_start
        OR  G.is_gap    = 'N' )
ORDER BY 3
/

给我这些结果

CUST_ID I START_DATE END_DATE   PROVIDER    PER_KWH PER_GAL
------- - ---------- ---------- ----------- ------- -------
      1 Y 01-JAN-00  31-DEC-08
      1 N 01-JAN-09  31-JAN-10  LocalNuke   1.8     0
      1 N 01-FEB-10  31-MAR-10  CoalGuys    1.6     0
      1 Y 01-APR-10  31-MAY-10
      1 N 01-JUN-10  30-SEP-10  LocalNuke   1.7     0
      1 Y 01-OCT-10  28-FEB-11
      1 N 01-MAR-11  31-DEC-99  GeoHeat     1.1     0

一些注意事项:

  • 我认为您的示例结果的第5行的结束日期不正确。它应该是31-JUL-2010,因为那是activity结束的时候吗?
  • 我将CoalGuys的开始日期更新为01-FEB-2010以测试何时没有差距
  • 如果没有任何活动延伸到遥远的未来,将会被搞砸,因为它不会产生尾随差距,只是前一个差距。我总是可以UNION一个
  • 最好不要使用9999作为一年,因为如果您尝试添加任何内容,就会出现错误。最终没有问题,但是如果你找到差距就是一个支柱。

现在距离完整的解决方案还有很长的路要走,一旦你投入客户和水的日期,它仍然会变得更加混乱。但是您可能需要将上述内容作为内联视图包含在主查询中。然后你必须为WATER做同样的事情。然后,您必须将两者一起加入日期范围检查,然后使用LEASTGREATEST作为最终日期结果。

对不起,在我花了40多分钟后,它已经从一个有问题的问题转变为感觉就像工作一样,所以要留下我的答案不完整。希望它有所帮助。

答案 1 :(得分:1)

这可能有用。它不会将连续的区域合并在一起,但它仍然可以完成工作。

WITH

  milestone AS
  (
    SELECT cust_id, start_dt     AS point_in_time FROM ACTIVITY
  UNION
    SELECT cust_id, atb_start_dt AS point_in_time FROM ATTRIB
  UNION
    SELECT cust_id, LEAST(end_dt,     TO_DATE('30-DEC-9999')) + 1 AS point_in_time FROM ACTIVITY
  UNION
    SELECT cust_id, LEAST(atb_end_dt, TO_DATE('30-DEC-9999')) + 1 AS point_in_time FROM ATTRIB
  )

SELECT
  milestone.cust_id                 AS cust_id,
  milestone.point_in_time           AS from_dt,
  LEAD(point_in_time)
    OVER (PARTITION BY milestone.cust_id ORDER BY milestone.point_in_time) - 1
                                    AS thru_dt,
  activity.region                   AS region,
  power_attrib.provider             AS power_provider,
  water_attrib.provider             AS water_provider,
  COALESCE(power_attrib.per_kwh, 0) AS per_kwh,
  COALESCE(water_attrib.per_gal, 0) AS per_gal
FROM
  MILESTONE

  LEFT OUTER JOIN ACTIVITY
    ON milestone.cust_id = activity.cust_id
       AND milestone.point_in_time BETWEEN activity.start_dt AND activity.end_dt

  LEFT OUTER JOIN ATTRIB power_attrib
    ON milestone.cust_id = power_attrib.cust_id
       AND power_attrib.atb_cd = 'POWER'
       AND milestone.point_in_time BETWEEN power_attrib.atb_start_dt AND power_attrib.atb_end_dt

  LEFT OUTER JOIN ATTRIB water_attrib
    ON milestone.cust_id = water_attrib.cust_id
       AND water_attrib.atb_cd = 'WATER'
       AND milestone.point_in_time BETWEEN water_attrib.atb_start_dt AND water_attrib.atb_end_dt