Oracle SQL Analytic query - recursive spreadsheet-like running total

Danilo Piazzalunga picture Danilo Piazzalunga · Sep 3, 2012 · Viewed 14.4k times · Source

I have the following data, composed of the A value, ordered by MM (month).

The B column is computed as GREATEST(current value of A + previous value of B, 0) in a spreadsheet-like fashion.

How can I compute B using a SQL Query?

  • I tried using Analytic Functions, but I was unable to succeed.
  • I know there is the Model Clause; I found a similar example, but I don't know where to begin.

I am using Oracle 10g, therefore I cannot use recursive queries.


Here is my test data:

MM         | A      | B
-----------+--------+------
2012-01-01 |    800 |  800
2012-02-01 |   1900 | 2700
2012-03-01 |   1750 | 4450
2012-04-01 | -20000 |    0
2012-05-01 |    900 |  900
2012-06-01 |   3900 | 4800
2012-07-01 |  -2600 | 2200
2012-08-01 |  -2600 |    0
2012-09-01 |   2100 | 2100
2012-10-01 |  -2400 |    0
2012-11-01 |   1100 | 1100
2012-12-01 |   1300 | 2400

And here is the "table definition":

select t.* from (
  select date'2012-01-01' as mm, 800 as a from dual union all
  select date'2012-02-01' as mm, 1900 as a from dual union all
  select date'2012-03-01' as mm, 1750 as a from dual union all
  select date'2012-04-01' as mm, -20000 as a from dual union all
  select date'2012-05-01' as mm, 900 as a from dual union all
  select date'2012-06-01' as mm, 3900 as a from dual union all
  select date'2012-07-01' as mm, -2600 as a from dual union all
  select date'2012-08-01' as mm, -2600 as a from dual union all
  select date'2012-09-01' as mm, 2100 as a from dual union all
  select date'2012-10-01' as mm, -2400 as a from dual union all
  select date'2012-11-01' as mm, 1100 as a from dual union all
  select date'2012-12-01' as mm, 1300 as a from dual
) t;

Answer

Lukas Eder picture Lukas Eder · Sep 3, 2012

So let's unleash the MODEL clause (a device whose mystery is only exceeded by its power) on this problem:

with data as (
  select date'2012-01-01' as mm,    800 as a from dual union all
  select date'2012-02-01' as mm,   1900 as a from dual union all
  select date'2012-03-01' as mm,   1750 as a from dual union all
  select date'2012-04-01' as mm, -20000 as a from dual union all
  select date'2012-05-01' as mm,    900 as a from dual union all
  select date'2012-06-01' as mm,   3900 as a from dual union all
  select date'2012-07-01' as mm,  -2600 as a from dual union all
  select date'2012-08-01' as mm,  -2600 as a from dual union all
  select date'2012-09-01' as mm,   2100 as a from dual union all
  select date'2012-10-01' as mm,  -2400 as a from dual union all
  select date'2012-11-01' as mm,   1100 as a from dual union all
  select date'2012-12-01' as mm,   1300 as a from dual
)
select mm, a, b
from (
  -- Add a dummy value for b, making it available to the MODEL clause
  select mm, a, 0 b
  from data
)
      -- Generate a ROW_NUMBER() dimension, in order to access rows by RN
model dimension by (row_number() over (order by mm) rn)
      -- Spreadsheet values / measures involved in calculations are mm, a, b
      measures (mm, a, b)
      -- A single rule will do. Any value of B should be calculated according to
      -- GREATEST([previous value of B] + [current value of A], 0)
      rules (
        b[any] = greatest(nvl(b[cv(rn) - 1], 0) + a[cv(rn)], 0)
      )

The above yields:

MM              A     B
01.01.2012    800   800
01.02.2012   1900  2700
01.03.2012   1750  4450
01.04.2012 -20000     0
01.05.2012    900   900
01.06.2012   3900  4800
01.07.2012  -2600  2200
01.08.2012  -2600     0
01.09.2012   2100  2100
01.10.2012  -2400     0
01.11.2012   1100  1100
01.12.2012   1300  2400