topic Re: Big Merge Troubles in SAS Programming

Big Merge Troubles

buechler66 — Tue, 10 May 2016 15:40:13 GMT

Hi. Until today I had been told both imb_code and spm_calc_batch_date would be match between both my datasets, so the below Merge made sense. However now the requirement has been changed and I'm honestly stumped.

Imb_code will match imb_code, but now the IV dataset's version of spm_calc_batch_date can differ to within 45 days of the BIDS's dataset version spm_calc_batch_date. This is because imb_codes get recycled after 45 days and my dataset contains over 90 days of data.

So the bottom line is I need to merge by imb_code and spm_calc_batch_date (within a 45 day window). Is this even possible?

Any help would be greatly appreciated!

* BIDS Version ;
proc sort data=bids_ora.bi_spm_piece_recon out=BIDS_bi_spm_piece_recon;
  by imb_code spm_calc_batch_date;
run;

*IV Version ;
proc sort data=iv_ora.bi_spm_piece_recon out=IV_bi_spm_piece_recon;
  by imb_code spm_calc_batch_date;
run;

* RULE: PIECES MISSING IN IV QUERY ;
data QueryData;
  merge BIDS_bi_spm_piece_recon (in=a)
                  IV_bi_spm_piece_recon (in=b);
  by imb_code spm_calc_batch_date;
  if a and not b;
run;

Re: Big Merge Troubles

DartRodrigo — Tue, 10 May 2016 15:50:14 GMT

Hi mate.

This might make sense: Joining two datasets with the closest observation in terms of time stamp or

Combine datasets based on inexact time.

A One-Step Method for Finding the Closest Match

Possible to merge by dates within a range?

Hope this helps

Re: Big Merge Troubles

Reeza — Tue, 10 May 2016 15:57:27 GMT

SQL is really good at this type of merge. You can play with the join condition with calculations.

I'm not sure how the a not b would end up resolving in a situation like this. If the record is in A, not B there wouldn't be dates to join on to check the date interval?

Here's a start. Mock up some test data and play around until you get what you need.

SQL Join types are documented here: http://www.codeproject.com/Articles/33052/Visual-Representation-of-SQL-Joins

proc sql;
create table QueryData as
select *
from BIDS_bi_spm_piece_recon as a
left join IV_bi_spm_piece_recon as b
on a.imb_code=b.imb_code
and a.spm_calc_batch_date - b.spm_calc_batch_date between 0 and 45;
quit;

Re: Big Merge Troubles

DartRodrigo — Tue, 10 May 2016 16:12:29 GMT

I agree with Reeza.

Re: Big Merge Troubles

LinusH — Tue, 10 May 2016 16:20:16 GMT

Yes, by using between - and join criteria in SQL, given I understood the matching criteria correctly.