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kimih0223
Fluorite | Level 6

I have a SAS Datasets with multiple equalities: i.e. A=C, B=C etc. and I would like to make concatenate it into one line to A=B=C.

 

For example IDs in 1 and 2 represent equality,

 

ID1, ID2;

 

1,3;

2,3;

 

I would like to make these into 

 

ID1, ID2, ID3;

1, 2, 3;

 

Would there be a good algorithm to do this?

 

 

1 ACCEPTED SOLUTION

Accepted Solutions
ChrisNZ
Tourmaline | Level 20

The hash table is the best suited I reckon.

 Assuming data set sorted and organised so that ID1 is smaller than ID2.

 

data HAVE;
input ID1  ID2  ;
cards;
1 3
2 3
5 9
6 9 
;
run;
data _null_;
  retain GRP;
  if _N_=1 then do;  
    ID=.; GROUP=.;
    dcl hash H(ordered:'a');
    H.definekey('ID');
    H.definedata('ID','GROUP');
    H.definedone();
  end;
  set HAVE end=LASTOBS;;
  RC1=H.find(key:ID1);
  if RC1=0 then GRP1=GROUP;
  RC2=H.find(key:ID2);
  if RC2=0 then GRP2=GROUP;
  if RC1=0 and RC2=0 then return;
  else if RC1=0 then do;
    H.add(KEY:ID2, data:ID2, data:GRP1);
  end;
  else if RC2=0 then do;
    H.add(KEY:ID1, data:ID1, data:GRP2);
  end;
  else do;
    GRP+1;
    H.add(key:ID1, data:ID1, data:GRP);
    H.add(key:ID2, data:ID2, data:GRP);
  end;
  if LASTOBS then H.output(dataset:'WANT');
run;
proc print data=WANT;
run;
Obs ID GROUP
1 1 1
2 2 1
3 3 1
4 5 2
5 6 2
6 9 2

 

 

 

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1 REPLY 1
ChrisNZ
Tourmaline | Level 20

The hash table is the best suited I reckon.

 Assuming data set sorted and organised so that ID1 is smaller than ID2.

 

data HAVE;
input ID1  ID2  ;
cards;
1 3
2 3
5 9
6 9 
;
run;
data _null_;
  retain GRP;
  if _N_=1 then do;  
    ID=.; GROUP=.;
    dcl hash H(ordered:'a');
    H.definekey('ID');
    H.definedata('ID','GROUP');
    H.definedone();
  end;
  set HAVE end=LASTOBS;;
  RC1=H.find(key:ID1);
  if RC1=0 then GRP1=GROUP;
  RC2=H.find(key:ID2);
  if RC2=0 then GRP2=GROUP;
  if RC1=0 and RC2=0 then return;
  else if RC1=0 then do;
    H.add(KEY:ID2, data:ID2, data:GRP1);
  end;
  else if RC2=0 then do;
    H.add(KEY:ID1, data:ID1, data:GRP2);
  end;
  else do;
    GRP+1;
    H.add(key:ID1, data:ID1, data:GRP);
    H.add(key:ID2, data:ID2, data:GRP);
  end;
  if LASTOBS then H.output(dataset:'WANT');
run;
proc print data=WANT;
run;
Obs ID GROUP
1 1 1
2 2 1
3 3 1
4 5 2
5 6 2
6 9 2

 

 

 

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