topic Re: SAS SQL Union set operator in SAS Programming

SAS SQL Union set operator

gargi01 — Wed, 25 Jan 2017 12:19:30 GMT

Could someone please explain me how does the Union set operator work. Does it remove duplicates only from each individual dataset or does it remove overall duplicates from the resultant dataset as well?

I have read that while joining two datasets vertically using Union operator, the duplicates are dropped.

But when I used it to join two datasets, I got the duplicate rows in the final dataset!

Thanks in advance.

Re: SAS SQL Union set operator

Kurt_Bremser — Wed, 25 Jan 2017 12:29:23 GMT

It removes duplicates:

data test1;
set sashelp.class (obs=5);
run;

data test2;
set sashelp.class (firstobs=5 obs=10);
run;

proc sql;
create table want as
select * from test1
union
select * from test2
;
quit;

proc print data=want noobs;
run;

See the result:

Name       Sex    Age    Height    Weight

Alfred      M      14     69.0      112.5
Alice       F      13     56.5       84.0
Barbara     F      13     65.3       98.0
Carol       F      14     62.8      102.5
Henry       M      14     63.5      102.5
James       M      12     57.3       83.0
Jane        F      12     59.8       84.5
Janet       F      15     62.5      112.5
Jeffrey     M      13     62.5       84.0
John        M      12     59.0       99.5

Now, if you use union all instead of just union, you get this:

Name       Sex    Age    Height    Weight

Alfred      M      14     69.0      112.5
Alice       F      13     56.5       84.0
Barbara     F      13     65.3       98.0
Carol       F      14     62.8      102.5
Henry       M      14     63.5      102.5
Henry       M      14     63.5      102.5
James       M      12     57.3       83.0
Jane        F      12     59.8       84.5
Janet       F      15     62.5      112.5
Jeffrey     M      13     62.5       84.0
John        M      12     59.0       99.5

Henry now appears two times.

Re: SAS SQL Union set operator

RW9 — Wed, 25 Jan 2017 12:38:12 GMT

Union does not remove duplicates. It merely appends the data in the subsequent step to the data in the current step. Exactly the same as if you use set a b; in a datastep or proc append one set to another.

Re: SAS SQL Union set operator

Kurt_Bremser — Wed, 25 Jan 2017 12:41:32 GMT

@RW9 I beg to differ. Please run my example.

Re: SAS SQL Union set operator

RW9 — Wed, 25 Jan 2017 12:54:19 GMT

Quite true, union removes dups, union all does not.

http://stackoverflow.com/questions/49925/what-is-the-difference-between-union-and-union-all

Re: SAS SQL Union set operator

Kurt_Bremser — Wed, 25 Jan 2017 12:59:08 GMT

People usually use union all to avoid the performance penalty caused by the sort distinct (by all! variables) that scans for the duplicates.