1.12 Top/Bottom N: getting corresponding records
Get records containing top/bottom N values of a specified field, such as finding IDs of students whose scores rank in top 2 for each subject.
CLASS | STUDENTID | SUBJECT | SCORE |
---|---|---|---|
Class one | 1 | English | 84 |
Class one | 1 | Math | 77 |
Class one | 1 | PE | 69 |
Class one | 2 | English | 81 |
Class one | 2 | Math | 80 |
… | … | … | … |
SPL script:
A | |
---|---|
1 | =connect(“db”) |
2 | =A1.query@x(“select * from Scores”) |
3 | =A2.group(CLASS,SUBJECT;~.top(-2; SCORE):TOP2) |
4 | =A3. conj(TOP2) |
A1 Connect to the database;
A2 Query students’ scores;
A3 Group A2’s records by class and subject and from each group get top 2 records in terms of score. Note: The semicolon means returning records having the values ranking in top 2;
A4 Concatenate all top 2 records for each subject in every class into a sequence.
Execution result:
CLASS | STUDENTID | SUBJECT | SCORE |
---|---|---|---|
Class one | 4 | English | 96 |
Class one | 9 | English | 93 |
Class one | 13 | Math | 97 |
Class one | 10 | Math | 97 |
… | … | … | … |
SPL Official Website 👉 https://www.scudata.com
SPL Feedback and Help 👉 https://www.reddit.com/r/esProcSPL
SPL Learning Material 👉 https://c.scudata.com
SPL Source Code and Package 👉 https://github.com/SPLWare/esProc
Discord 👉 https://discord.gg/cFTcUNs7
Youtube 👉 https://www.youtube.com/@esProc_SPL