mirror of
https://github.com/sasjs/core.git
synced 2026-01-15 20:40:05 +00:00
feat: mp_ds2squeeze macro
This commit is contained in:
118
base/mp_ds2squeeze.sas
Normal file
118
base/mp_ds2squeeze.sas
Normal file
@@ -0,0 +1,118 @@
|
||||
/**
|
||||
@file
|
||||
@brief Create a smaller version of a dataset, without data loss
|
||||
@details This macro will scan the input dataset and create a new one, that
|
||||
has the minimum variable lengths needed to store the data without data loss.
|
||||
|
||||
Inspiration was taken from [How to Reduce the Disk Space Required by a
|
||||
SAS® Data Set](https://www.lexjansen.com/nesug/nesug06/io/io18.pdf) by
|
||||
Selvaratnam Sridharma. The end of the referenced paper presents a macro named
|
||||
"squeeze", hence the nomenclature.
|
||||
|
||||
Usage:
|
||||
|
||||
data big;
|
||||
length my big $32000;
|
||||
do i=1 to 1e4;
|
||||
my=repeat('oh my',100);
|
||||
big='dawg';
|
||||
special=._;
|
||||
output;
|
||||
end;
|
||||
run;
|
||||
|
||||
%mp_ds2squeeze(work.big,outds=work.smaller)
|
||||
|
||||
The following will also be printed to the log (exact values may differ
|
||||
depending on your OS and COMPRESS settings):
|
||||
|
||||
> MP_DS2SQUEEZE: work.big was 625MB
|
||||
> MP_DS2SQUEEZE: work.smaller is 5MB
|
||||
|
||||
@param [in] libds The library.dataset to be squeezed
|
||||
@param [out] outds= (work.mp_ds2squeeze) The squeezed dataset to create
|
||||
@param [in] mdebug= (0) Set to 1 to enable DEBUG messages
|
||||
|
||||
<h4> SAS Macros </h4>
|
||||
@li mf_getfilesize.sas
|
||||
@li mf_getuniquefileref.sas
|
||||
@li mf_getuniquename.sas
|
||||
@li mp_getmaxvarlengths.sas
|
||||
|
||||
<h4> Related Programs </h4>
|
||||
@li mp_ds2squeeze.test.sas
|
||||
|
||||
@version 9.3
|
||||
@author Allan Bowe
|
||||
**/
|
||||
|
||||
%macro mp_ds2squeeze(
|
||||
libds,
|
||||
outds=work.work.mp_ds2squeeze,
|
||||
mdebug=0
|
||||
)/*/STORE SOURCE*/;
|
||||
%local dbg source;
|
||||
%if &mdebug=1 %then %do;
|
||||
%put &sysmacroname entry vars:;
|
||||
%put _local_;
|
||||
%end;
|
||||
%else %do;
|
||||
%let dbg=*;
|
||||
%let source=/source2;
|
||||
%end;
|
||||
|
||||
%local optval ds fref;
|
||||
%let ds=%mf_getuniquename();
|
||||
%let fref=%mf_getuniquefileref();
|
||||
|
||||
%mp_getmaxvarlengths(&libds,outds=&ds)
|
||||
|
||||
data _null_;
|
||||
set &ds end=last;
|
||||
file &fref;
|
||||
/* grab the types */
|
||||
retain dsid;
|
||||
if _n_=1 then dsid=open("&libds",'is');
|
||||
if dsid le 0 then do;
|
||||
msg=sysmsg();
|
||||
put msg=;
|
||||
stop;
|
||||
end;
|
||||
type=vartype(dsid,varnum(dsid, name));
|
||||
if last then rc=close(dsid);
|
||||
/* write out the length statement */
|
||||
if _n_=1 then put 'length ';
|
||||
length len $6;
|
||||
if type='C' then do;
|
||||
if maxlen=0 then len='$1';
|
||||
else len=cats('$',maxlen);
|
||||
end;
|
||||
else do;
|
||||
if maxlen=0 then len='3';
|
||||
else len=maxlen;
|
||||
end;
|
||||
put ' ' name ' ' len;
|
||||
if last then put ';';
|
||||
run;
|
||||
|
||||
/* configure varlenchk - as we are explicitly shortening the variables */
|
||||
%let optval=%sysfunc(getoption(varlenchk));
|
||||
options varlenchk=NOWARN;
|
||||
|
||||
data &outds;
|
||||
%inc &fref &source;
|
||||
set &libds;
|
||||
run;
|
||||
|
||||
options varlenchk=&optval;
|
||||
|
||||
%if &mdebug=0 %then %do;
|
||||
proc sql;
|
||||
drop table &ds;
|
||||
filename &fref clear;
|
||||
%end;
|
||||
|
||||
%put &sysmacroname: &libds was %mf_getfilesize(libds=&libds,format=yes);
|
||||
%put &sysmacroname: &outds is %mf_getfilesize(libds=&outds,format=yes);
|
||||
|
||||
%mend mp_ds2squeeze;
|
||||
Reference in New Issue
Block a user