algorithm to find the top of the parabola

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  I created a single table where I store the ID of the loyalty, road ID as well as the Dates of vol. I have 5 frequent flyers in total and only 2 channels (to keep this small and concise for this exercise). I'm hoping to find the big TOP 3 passenger flight annually.
  
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  2005               001              1001              5
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      FREQ_FLYER_ID VARCHAR2(4), ROUTE_ID  VARCHAR2(3), FLIGHT_DATE DATE
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  INSERT the Script for the table

  -- 1001: 5; 1002: 3; 1003: 3; 1004: 1, 1005: 1
  Insert into FLIGHTS (FREQ_FLYER_ID,ROUTE_ID,FLIGHT_DATE) values ('1001','001',to_date('01-JAN-05','DD-MON-RR'));
  Insert into FLIGHTS (FREQ_FLYER_ID,ROUTE_ID,FLIGHT_DATE) values ('1001','001',to_date('01-FEB-05','DD-MON-RR'));
  Insert into FLIGHTS (FREQ_FLYER_ID,ROUTE_ID,FLIGHT_DATE) values ('1001','001',to_date('01-MAR-05','DD-MON-RR'));
  Insert into FLIGHTS (FREQ_FLYER_ID,ROUTE_ID,FLIGHT_DATE) values ('1001','001',to_date('01-APR-05','DD-MON-RR'));
  Insert into FLIGHTS (FREQ_FLYER_ID,ROUTE_ID,FLIGHT_DATE) values ('1001','001',to_date('01-MAY-05','DD-MON-RR'));
  Insert into FLIGHTS (FREQ_FLYER_ID,ROUTE_ID,FLIGHT_DATE) values ('1002','001',to_date('01-JAN-05','DD-MON-RR'));
  Insert into FLIGHTS (FREQ_FLYER_ID,ROUTE_ID,FLIGHT_DATE) values ('1002','001',to_date('01-FEB-05','DD-MON-RR'));
  Insert into FLIGHTS (FREQ_FLYER_ID,ROUTE_ID,FLIGHT_DATE) values ('1002','001',to_date('01-MAR-05','DD-MON-RR'));
  Insert into FLIGHTS (FREQ_FLYER_ID,ROUTE_ID,FLIGHT_DATE) values ('1003','001',to_date('01-APR-05','DD-MON-RR'));
  Insert into FLIGHTS (FREQ_FLYER_ID,ROUTE_ID,FLIGHT_DATE) values ('1003','001',to_date('01-MAY-05','DD-MON-RR'));
  Insert into FLIGHTS (FREQ_FLYER_ID,ROUTE_ID,FLIGHT_DATE) values ('1003','001',to_date('01-JUN-05','DD-MON-RR'));
  Insert into FLIGHTS (FREQ_FLYER_ID,ROUTE_ID,FLIGHT_DATE) values ('1004','001',to_date('01-FEB-05','DD-MON-RR'));
  Insert into FLIGHTS (FREQ_FLYER_ID,ROUTE_ID,FLIGHT_DATE) values ('1005','001',to_date('01-MAR-05','DD-MON-RR'));
  
  -- 1001: 1; 1002: 0;  1003: 0, 1004: 7; 1005: 5
  insert into flights (freq_flyer_id,route_id,flight_date) values ('1001','002',to_date('31-JAN-05','DD-MON-RR'));
  insert into flights (freq_flyer_id,route_id,flight_date) values ('1004','002',to_date('31-JAN-05','DD-MON-RR'));
  insert into flights (freq_flyer_id,route_id,flight_date) values ('1004','002',to_date('28-FEB-05','DD-MON-RR'));
  Insert into FLIGHTS (FREQ_FLYER_ID,ROUTE_ID,FLIGHT_DATE) values ('1004','002',to_date('31-MAR-05','DD-MON-RR'));
  Insert into FLIGHTS (FREQ_FLYER_ID,ROUTE_ID,FLIGHT_DATE) values ('1004','002',to_date('30-APR-05','DD-MON-RR'));
  Insert into FLIGHTS (FREQ_FLYER_ID,ROUTE_ID,FLIGHT_DATE) values ('1004','002',to_date('31-MAY-05','DD-MON-RR'));
  insert into flights (freq_flyer_id,route_id,flight_date) values ('1004','002',to_date('30-JUN-05','DD-MON-RR'));
  insert into flights (freq_flyer_id,route_id,flight_date) values ('1004','002',to_date('31-JUL-05','DD-MON-RR'));
  insert into flights (freq_flyer_id,route_id,flight_date) values ('1005','002',to_date('30-APR-05','DD-MON-RR'));
  insert into flights (freq_flyer_id,route_id,flight_date) values ('1005','002',to_date('31-MAY-05','DD-MON-RR'));
  insert into flights (freq_flyer_id,route_id,flight_date) values ('1005','002',to_date('30-JUN-05','DD-MON-RR'));
  insert into flights (freq_flyer_id,route_id,flight_date) values ('1005','002',to_date('31-JUL-05','DD-MON-RR'));
  Insert into FLIGHTS (FREQ_FLYER_ID,ROUTE_ID,FLIGHT_DATE) values ('1005','002',to_date('31-AUG-05','DD-MON-RR'));
  
  -- 1001: 1; 1002: 7;  1003: 5, 1004: 0; 1005: 0
  insert into flights (freq_flyer_id,route_id,flight_date) values ('1001','001',to_date('01-JAN-06','DD-MON-RR'));
  Insert into FLIGHTS (FREQ_FLYER_ID,ROUTE_ID,FLIGHT_DATE) values ('1002','001',to_date('01-FEB-06','DD-MON-RR'));
  Insert into FLIGHTS (FREQ_FLYER_ID,ROUTE_ID,FLIGHT_DATE) values ('1002','001',to_date('01-MAR-06','DD-MON-RR'));
  Insert into FLIGHTS (FREQ_FLYER_ID,ROUTE_ID,FLIGHT_DATE) values ('1002','001',to_date('01-APR-06','DD-MON-RR'));
  Insert into FLIGHTS (FREQ_FLYER_ID,ROUTE_ID,FLIGHT_DATE) values ('1002','001',to_date('01-MAY-06','DD-MON-RR'));
  Insert into FLIGHTS (FREQ_FLYER_ID,ROUTE_ID,FLIGHT_DATE) values ('1002','001',to_date('01-JUN-06','DD-MON-RR'));
  Insert into FLIGHTS (FREQ_FLYER_ID,ROUTE_ID,FLIGHT_DATE) values ('1002','001',to_date('01-JUL-06','DD-MON-RR'));
  insert into flights (freq_flyer_id,route_id,flight_date) values ('1002','001',to_date('01-AUG-06','DD-MON-RR'));
  Insert into FLIGHTS (FREQ_FLYER_ID,ROUTE_ID,FLIGHT_DATE) values ('1003','001',to_date('01-APR-06','DD-MON-RR'));
  Insert into FLIGHTS (FREQ_FLYER_ID,ROUTE_ID,FLIGHT_DATE) values ('1003','001',to_date('01-MAY-06','DD-MON-RR'));
  Insert into FLIGHTS (FREQ_FLYER_ID,ROUTE_ID,FLIGHT_DATE) values ('1003','001',to_date('01-JUN-06','DD-MON-RR'));
  insert into flights (freq_flyer_id,route_id,flight_date) values ('1003','001',to_date('01-JUL-06','DD-MON-RR'));
  Insert into FLIGHTS (FREQ_FLYER_ID,ROUTE_ID,FLIGHT_DATE) values ('1003','001',to_date('01-AUG-06','DD-MON-RR'));
  
  -- 1001: 0; 1002: 0;  1003: 1, 1004: 1; 1005: 11
  insert into flights (freq_flyer_id,route_id,flight_date) values ('1003','002',to_date('31-JAN-06','DD-MON-RR'));
  Insert into FLIGHTS (FREQ_FLYER_ID,ROUTE_ID,FLIGHT_DATE) values ('1004','002',to_date('28-FEB-06','DD-MON-RR'));
  insert into flights (freq_flyer_id,route_id,flight_date) values ('1005','002',to_date('31-JAN-06','DD-MON-RR'));
  Insert into FLIGHTS (FREQ_FLYER_ID,ROUTE_ID,FLIGHT_DATE) values ('1005','002',to_date('28-FEB-06','DD-MON-RR'));
  insert into flights (freq_flyer_id,route_id,flight_date) values ('1005','002',to_date('31-MAR-06','DD-MON-RR'));
  Insert into FLIGHTS (FREQ_FLYER_ID,ROUTE_ID,FLIGHT_DATE) values ('1005','002',to_date('30-APR-06','DD-MON-RR'));
  insert into flights (freq_flyer_id,route_id,flight_date) values ('1005','002',to_date('31-MAY-06','DD-MON-RR'));
  insert into flights (freq_flyer_id,route_id,flight_date) values ('1005','002',to_date('30-JUN-06','DD-MON-RR'));
  insert into flights (freq_flyer_id,route_id,flight_date) values ('1005','002',to_date('31-JUL-06','DD-MON-RR'));
  Insert into FLIGHTS (FREQ_FLYER_ID,ROUTE_ID,FLIGHT_DATE) values ('1005','002',to_date('31-AUG-06','DD-MON-RR'));
  insert into flights (freq_flyer_id,route_id,flight_date) values ('1005','002',to_date('30-SEP-06','DD-MON-RR'));
  insert into flights (freq_flyer_id,route_id,flight_date) values ('1005','002',to_date('31-OCT-06','DD-MON-RR'));
  Insert into FLIGHTS (FREQ_FLYER_ID,ROUTE_ID,FLIGHT_DATE) values ('1005','002',to_date('30-NOV-06','DD-MON-RR'));

  Thanks in advance!

  Hello

  Here's one way:

  WITH     got_r_num   AS
  (
       SELECT    EXTRACT (YEAR FROM TRUNC (flight_date, 'YEAR'))
                                              AS flight_year
       ,       route_id
       ,       freq_flyer_id
       ,       COUNT (*)                   AS flight_count
       ,       RANK () OVER ( PARTITION BY  TRUNC (flight_date, 'YEAR')
                                     ,             route_id
                               ORDER BY      COUNT (*)     DESC
                        )                  AS r_num
       FROM      flights
       GROUP BY  TRUNC (flight_date, 'YEAR')
       ,            route_id
       ,       freq_flyer_id
  )
  SELECT    *     -- or list all columns except r_num
  FROM       got_r_num
  WHERE       r_num     <= 3
  ORDER BY  flight_year
  ,            route_id
  ,            r_num
  ;
  

  If there be a tie (in other words, if 4 or more people, some with exactly the same number of flights, all can to be in the top 3 for a given year and the road) then the above query will include all the contenders for the top 3. For example, if you add one more line of your sample data:

  Insert into FLIGHTS (FREQ_FLYER_ID, ROUTE_ID, FLIGHT_DATE)
         values          ('1009',         '002',    to_date('30-NOV-2006','DD-MON-YYYY'));
  

  Now, who are the top 3 flliers for 2006 on road '002'? Obviously, "1005" is one of them, but there is a tie of 3 - way for second place: '1003 ', '1004' and ' 1009' have exactly 1 flight, and all have equal calim to be in the top 3. Why would you exclude one of them, ratehr than the other two? The query above includes all the.
  If you want to ensure that not more than 3 rows are included for the whole year and the road, and then add the columns of tiebreaker to analytical ORDER BY clause and/or use ROW_NUMBER instead of RANK.

  This is called a Query Top - N , because you're gathering of N (N = 3 in this case) from the top of an ordered list.

  Published by: Frank Kulash, December 17, 2012 12:52

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