SQL, in each group modify the null value of a specified column as its neighboring value
The following PostgreSQL database table is ordered by date field and company field. Some values of column3 are NULL.
date |
company |
column3 |
2004-01-01 |
A |
5 |
2004-01-01 |
B |
NULL |
2004-01-01 |
C |
NULL |
2004-01-02 |
A |
NULL |
2004-01-02 |
B |
7 |
2004-01-02 |
C |
NULL |
2004-01-03 |
A |
6 |
2004-01-03 |
B |
7 |
2004-01-03 |
C |
9 |
2004-01-04 |
A |
NULL |
2004-01-04 |
B |
NULL |
2004-01-04 |
C |
NULL |
Task: Handle records of same company in time order according to the specified rule: First, in each group, delete records until the first non-NULL column3 value appears; then modify each NULL column3 value to its directly previous column3 value until the next non-NULL column3 value appears. Repeat the modification until a new non-NULL column3 value appears, and so on.
date |
company |
column3 |
2004-01-01 |
A |
5 |
2004-01-02 |
A |
5 |
2004-01-02 |
B |
7 |
2004-01-03 |
A |
6 |
2004-01-03 |
B |
7 |
2004-01-03 |
C |
9 |
2004-01-04 |
A |
6 |
2004-01-04 |
B |
7 |
2004-01-04 |
C |
9 |
Write the following SPL code:
1 |
=post1.query("select * from tb order by company,date") |
2 |
=A1.run(if( company==company[-1], column3=ifn(column3,column3[-1]))) |
3 |
return A1.select(column3).sort(date) |
A1: Query the database via JDBC and sort rows by company field and date field.
A2: Handle each record: for records of same group, do not modify the current column3 value if it is non-NULL, and modify it as the directly previous column3 value if it is NULL.
A3: Select records whose column3 value is non-NULL, sort them by date, and return the result.
Read How to Call a SPL Script in Java to find how to integrate SPL into a Java application.
Source:https://stackoverflow.com/questions/21839856/delete-null-values-until-first-value-is-not-null
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