user2999110 user2999110 - 6 months ago 33
R Question

Data frame based on transitivity property of

I have a data frame as

A: V1 V2
1 3
1 4
3 4
1 6
6 5

I want output which satisfies transitive property on V1 and V2

B: V1 V2 V3
1 3 4

Answer Source

The idea is you select one source and try to find the transitivity with two targets. if those are the same then you have the right combination.

I add additional columns for debug purpose, but the query can be simplify a little bit more.


        SELECT source.[V1], source.[V2],
               target1.[V1] as t1_v1,
               target1.[V2] as t1_v2,
               target2.[V1] as t2_v1,
               target2.[V2] as t2_v2,
               CASE WHEN source.[V1] = target1.[V1] 
                    THEN target1.[V2]
                    ELSE target1.[V1]
               END as transitive1,
               CASE WHEN source.[V2] = target2.[V2] 
                    THEN target2.[V1]
                    ELSE target2.[V2]
               END as transitive2     
        FROM A as source
        JOIN A as target1
          ON      (source.[V1] = target1.[V1] OR source.[V1] = target1.[V2])
          AND NOT (source.[V1] = target1.[V1] AND source.[V2] = target1.[V2])
        JOIN A as target2    
          ON      (source.[V2] = target2.[V1] OR source.[V2] = target2.[V2])
          AND NOT (source.[V1] = target2.[V1] AND source.[V2] = target2.[V2])
     ) T
WHERE T.transitive1 = T.transitive2


enter image description here

To get the result you want select the right columns and add aditional filter

SELECT T.[V1] as [V1], 
       T.[V2] as [V2], 
       T.[transitive1] as [V3]


WHERE T.[V1] > T.[V2]
  AND T.[V2] > T.[transitive1]
  AND T.transitive1 = T.transitive2
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