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23 Commits

Author SHA1 Message Date
Allan Bowe
a6d84cc65a Merge pull request #130 from sasjs/newvalidation
feat: new macro (mp_retainedkey) for adding retained key values to a …
2021-12-25 22:37:43 +02:00
munja
536ce8e95d feat: new macro (mp_retainedkey) for adding retained key values to a staging table 2021-12-25 20:21:32 +00:00
Allan Bowe
bc1d9e619b Merge pull request #129 from sasjs/newvalidation
feat: new validation (ISINT) in the mp_validatecol.sas macro
2021-12-25 00:19:50 +02:00
munja
1062a97cfe feat: new validation (ISINT) in the mp_validatecol.sas macro - https://core.sasjs.io/mp__validatecol_8sas_source.html 2021-12-24 22:02:23 +00:00
Allan Bowe
51db64c90a Merge pull request #128 from sasjs/writefile
Writefile
2021-12-23 22:13:20 +02:00
munja
7c4278c3f9 chore: updating all.sas 2021-12-23 19:29:54 +00:00
munja
6c6b55dcea chore: updating header, adding stop statement in mp_makedata(), writing test for mf_existvar() 2021-12-23 19:29:37 +00:00
munja
66b0c9e77e feat: new mf_writefile() macro 2021-12-23 19:29:01 +00:00
Allan Bowe
caf3b95269 Merge pull request #126 from sasjs/applyformats
Applyformats
2021-12-23 16:15:09 +02:00
munja
3866b97416 chore: updating doc header 2021-12-23 13:55:53 +00:00
munja
d687658687 chore: updating all.sas 2021-12-23 13:51:11 +00:00
munja
9f815c73e9 feat: new mp_applyformats macro (and test), plus new addition to mp_validatecol (is_format) 2021-12-23 13:50:58 +00:00
Allan Bowe
a13c782074 Merge pull request #125 from sasjs/makedata
`mp_makedata()` improvements
2021-12-23 13:11:36 +02:00
munja
f2991cfd63 fix: enabling makedata support for charvars > and tables without primary keys. Also added tests. 2021-12-23 10:56:01 +00:00
Allan Bowe
8eb4f0844c Merge pull request #124 from sasjs/updates
feat: mf_islibds() macro to test if a library.dataset reference is valid
2021-12-22 17:28:22 +02:00
munja
f90dc069dc feat: update to makedata to respect primary keys (and enable joins to other tables) 2021-12-22 15:12:10 +00:00
munja
436b430389 feat: mf_islibds() macro to test if a library.dataset reference is syntactically valid 2021-12-22 11:23:57 +00:00
Allan Bowe
6667b91ced Merge pull request #123 from sasjs/words
feat: new wordsinstr1andstr2() macro and associated tests
2021-12-22 00:07:39 +02:00
munja
bce56d8105 feat: new wordsinstr1andstr2() macro and associated tests 2021-12-21 21:54:48 +00:00
munja
2ec440b321 fix: removing termstr=lf as it breaks on SAS 9 deploys 2021-12-21 19:34:08 +00:00
munja
3d2ad531cf chore: docs 2021-12-18 14:37:54 +00:00
Allan Bowe
09136cfdbb Merge pull request #122 from sasjs/serverfix
fix: making ms_webout work with SAS on Windows Desktop
2021-12-18 14:12:35 +00:00
Allan Bowe
1e72f13f2d fix: making ms_webout work with SAS on Windows Desktop 2021-12-17 23:01:43 +00:00
27 changed files with 1904 additions and 150 deletions

791
all.sas

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@@ -7,8 +7,12 @@
%put %mf_existvar(work.someds, somevar)
@param libds (positional) - 2 part dataset or view reference
@param var (positional) - variable name
@param [in] libds 2 part dataset or view reference
@param [in] var variable name
<h4> Related Macros </h4>
@li mf_existvar.test.sas
@version 9.2
@author Allan Bowe
**/

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@@ -12,9 +12,10 @@
contributors of Chris Hemedingers blog [post](
http://blogs.sas.com/content/sasdummy/2013/06/04/find-a-sas-library-engine/)
@param libref Library reference (also accepts a 2 level libds ref).
@param [in] libref Library reference (also accepts a 2 level libds ref).
@return output returns the library engine for the FIRST library encountered.
@return output returns the library engine (uppercase) for the FIRST library
encountered.
@warning will only return the FIRST library engine - for concatenated
libraries, with different engines, inconsistent results may be encountered.
@@ -46,7 +47,7 @@
%let rc= %sysfunc(close(&dsid));
%end;
&engine
%upcase(&engine)
%mend mf_getengine;

40
base/mf_islibds.sas Normal file
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@@ -0,0 +1,40 @@
/**
@file
@brief Checks whether a string follows correct library.dataset format
@details Many macros in the core library accept a library.dataset parameter
referred to as 'libds'. This macro validates the structure of that parameter,
eg:
@li 8 character libref?
@li 32 character dataset?
@li contains a period?
It does NOT check whether the dataset exists, or if the library is assigned.
Usage:
%put %mf_islibds(work.something)=1;
%put %mf_islibds(nolib)=0;
%put %mf_islibds(badlibref.ds)=0;
%put %mf_islibds(w.t.f)=0;
@param [in] libds The string to be checked
@return output Returns 1 if libds is valid, 0 if it is not
<h4> Related Macros </h4>
@li mf_islibds.test.sas
@li mp_validatecol.sas
@version 9.2
**/
%macro mf_islibds(libds
)/*/STORE SOURCE*/;
%local regex;
%let regex=%sysfunc(prxparse(%str(/^[_a-z]\w{0,7}\.[_a-z]\w{0,31}$/i)));
%sysfunc(prxmatch(&regex,&libds))
%mend mf_islibds;

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@@ -0,0 +1,54 @@
/**
@file
@brief Returns words that are in both string 1 and string 2
@details Compares two space separated strings and returns the words that are
in both.
Usage:
%put %mf_wordsInStr1andStr2(
Str1=blah sss blaaah brah bram boo
,Str2= blah blaaah brah ssss
);
returns:
> blah blaaah brah
@param str1= string containing words to extract
@param str2= used to compare with the extract string
@warning CASE SENSITIVE!
@version 9.2
@author Allan Bowe
**/
%macro mf_wordsInStr1andStr2(
Str1= /* string containing words to extract */
,Str2= /* used to compare with the extract string */
)/*/STORE SOURCE*/;
%local count_base count_extr i i2 extr_word base_word match outvar;
%if %length(&str1)=0 or %length(&str2)=0 %then %do;
%put %str(WARN)ING: empty string provided!;
%put base string (str1)= &str1;
%put compare string (str2) = &str2;
%return;
%end;
%let count_base=%sysfunc(countw(&Str2));
%let count_extr=%sysfunc(countw(&Str1));
%do i=1 %to &count_extr;
%let extr_word=%scan(&Str1,&i,%str( ));
%let match=0;
%do i2=1 %to &count_base;
%let base_word=%scan(&Str2,&i2,%str( ));
%if &extr_word=&base_word %then %let match=1;
%end;
%if &match=1 %then %let outvar=&outvar &extr_word;
%end;
&outvar
%mend mf_wordsInStr1andStr2;

67
base/mf_writefile.sas Normal file
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@@ -0,0 +1,67 @@
/**
@file
@brief Creates a text file using pure macro
@details Creates a text file of up to 10 lines. If further lines are
desired, feel free to [create an issue](
https://github.com/sasjs/core/issues/new), or make a pull request!
The use of PARMBUFF was considered for this macro, but it would have made
things problematic for writing lines containing commas.
Usage:
%mf_writefile(&sasjswork/myfile.txt,l1=some content,l2=more content)
data _null_;
infile "&sasjswork/myfile.txt";
input;
list;
run;
@param [in] fpath Full path to file to be created or appended to
@param [in] mode= (O) Available options are A or O as follows:
@li A APPEND mode, writes new records after the current end of the file.
@li O OUTPUT mode, writes new records from the beginning of the file.
@param [in] l1= First line
@param [in] l2= Second line (etc through to l10)
<h4> Related Macros </h4>
@li mf_writefile.test.sas
@version 9.2
@author Allan Bowe
**/
/** @cond */
%macro mf_writefile(fpath,mode=O,l1=,l2=,l3=,l4=,l5=,l6=,l7=,l8=,l9=,l10=
)/*/STORE SOURCE*/;
%local fref rc fid i total_lines;
/* find number of lines by reference to first non-blank param */
%do i=10 %to 1 %by -1;
%if %str(&&l&i) ne %str() %then %goto continue;
%end;
%continue:
%let total_lines=&i;
%if %sysfunc(filename(fref,&fpath)) ne 0 %then %do;
%put &=fref &=fpath;
%put %str(ERR)OR: %sysfunc(sysmsg());
%return;
%end;
%let fid=%sysfunc(fopen(&fref,&mode));
%if &fid=0 %then %do;
%put %str(ERR)OR: %sysfunc(sysmsg());
%return;
%end;
%do i=1 %to &total_lines;
%let rc=%sysfunc(fput(&fid, &&l&i));
%let rc=%sysfunc(fwrite(&fid));
%end;
%let rc=%sysfunc(fclose(&fid));
%let rc=%sysfunc(filename(&fref));
%mend mf_writefile;
/** @endcond */

181
base/mp_applyformats.sas Normal file
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@@ -0,0 +1,181 @@
/**
@file
@brief Apply a set of formats to a table
@details Applies a set of formats to the metadata of one or more SAS datasets.
Can be used to migrate formats from one table to another. The input table
must contain the following columns:
@li lib - the libref of the table to be updated
@li ds - the dataset to be updated
@li var - the variable to be updated
@li fmt - the format to apply. Missing or default ($CHAR, 8.) formats are
ignored.
The macro will abort in the following scenarios:
@li Libref not assigned
@li Dataset does not exist
@li Input table contains null or invalid values
Example usage:
data work.example;
set sashelp.prdsale;
format _all_ clear;
run;
%mp_getcols(sashelp.prdsale,outds=work.cols)
data work.cols2;
set work.cols;
lib='WORK';
ds='EXAMPLE';
var=name;
fmt=format;
keep lib ds var fmt;
run;
%mp_applyformats(work.cols2)
@param [in] inds The input dataset containing the formats to apply (and where
to apply them). Example structure:
|LIB:$8.|DS:$32.|VAR:$32.|FMT:$49.|
|---|---|---|---|
|`WORK `|`EXAMPLE `|`ACTUAL `|`DOLLAR12.2 `|
|`WORK `|`EXAMPLE `|`COUNTRY `|`$CHAR10. `|
|`WORK `|`EXAMPLE `|`DIVISION `|`$CHAR10. `|
|`WORK `|`EXAMPLE `|`MONTH `|`MONNAME3. `|
|`WORK `|`EXAMPLE `|`PREDICT `|`DOLLAR12.2 `|
|`WORK `|`EXAMPLE `|`PRODTYPE `|`$CHAR10. `|
|`WORK `|`EXAMPLE `|`PRODUCT `|`$CHAR10. `|
|`WORK `|`EXAMPLE `|`QUARTER `|`8. `|
|`WORK `|`EXAMPLE `|`REGION `|`$CHAR10. `|
|`WORK `|`EXAMPLE `|`YEAR `|`8. `|
@param [out] errds= (0) Provide a libds reference here to export the
error messages to a table. In this case, they will not be printed to the
log.
<h4> SAS Macros </h4>
@li mf_getengine.sas
@li mf_getuniquefileref.sas
@li mf_getuniquename.sas
@li mf_nobs.sas
@li mp_validatecol.sas
<h4> Related Macros </h4>
@li mp_getformats.sas
@version 9.2
@author Allan Bowe
**/
%macro mp_applyformats(inds,errds=0
)/*/STORE SOURCE*/;
%local outds liblist i engine lib msg ;
/**
* Validations
*/
proc sort data=&inds;
by lib ds var fmt;
run;
%if &errds=0 %then %let outds=%mf_getuniquename(prefix=mp_applyformats);
%else %let outds=&errds;
data &outds;
set &inds;
where fmt not in ('','.', '$', '$CHAR.','8.');
length msg $128;
by lib ds var fmt;
if libref(lib) ne 0 then do;
msg=catx(' ','libref',lib,'is not assigned!');
%if &errds=0 %then %do;
putlog "%str(ERR)OR: " msg;
%end;
output;
return;
end;
if exist(cats(lib,'.',ds)) ne 1 then do;
msg=catx(' ','libds',lib,'.',ds,'does not exist!');
%if &errds=0 %then %do;
putlog "%str(ERR)OR: " msg;
%end;
output;
return;
end;
%mp_validatecol(fmt,FORMAT,is_fmt)
if is_fmt=0 then do;
msg=catx(' ','format',fmt,'on libds',lib,'.',ds,'.',var,'is not valid!');
%if &errds=0 %then %do;
putlog "%str(ERR)OR: " msg;
%end;
output;
return;
end;
if first.ds then do;
retain dsid;
dsid=open(cats(lib,'.',ds));
if dsid=0 then do;
msg=catx(' ','libds',lib,'.',ds,' could not be opened!');
%if &errds=0 %then %do;
putlog "%str(ERR)OR: " msg;
%end;
output;
return;
end;
if varnum(dsid,var)<1 then do;
msg=catx(' ','Variable',lib,'.',ds,'.',var,' was not found!');
%if &errds=0 %then %do;
putlog "%str(ERR)OR: " msg;
%end;
output;
end;
end;
if last.ds then rc=close(dsid);
run;
proc sql noprint;
select distinct lib into: liblist separated by ' ' from &inds;
%put &=liblist;
%do i=1 %to %sysfunc(countw(&liblist));
%let lib=%scan(&liblist,1);
%let engine=%mf_getengine(&lib);
%if &engine ne V9 and &engine ne BASE %then %do;
%let msg=&lib has &engine engine - formats cannot be applied;
proc sql;
insert into &outds set lib="&lib",ds="_all_",var="_all", msg="&msg" ;
%if &errds=0 %then %put %str(ERR)OR: &msg;
%end;
%end;
%if %mf_nobs(&outds)>0 %then %return;
/**
* Validations complete - now apply the actual formats!
*/
%let fref=%mf_getuniquefileref();
data _null_;
set &inds;
by lib ds var fmt;
where fmt not in ('','.', '$', '$CHAR.','8.');
file &fref;
if first.lib then put 'proc datasets nolist lib=' lib ';';
if first.ds then put ' modify ' ds ';';
put ' format ' var fmt ';';
if last.ds then put ' run;';
if last.lib then put 'quit;';
run;
%inc &fref/source2;
%if &errds=0 %then %do;
proc sql;
drop table &outds;
%end;
%mend mp_applyformats;

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@@ -48,6 +48,7 @@ https://support.sas.com/documentation/cdl/en/proc/61895/HTML/default/viewer.htm#
<h4> Related Macros </h4>
@li mp_applyformats.sas
@li mp_getformats.test.sas
@version 9.2

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@@ -62,13 +62,13 @@
%put output location=&jref;
%if &action=OPEN %then %do;
options nobomfile;
data _null_;file &jref encoding='utf-8';
data _null_;file &jref encoding='utf-8' ;
put '{"PROCESSED_DTTM" : "' "%sysfunc(datetime(),E8601DT26.6)" '"';
run;
%end;
%else %if (&action=ARR or &action=OBJ) %then %do;
options validvarname=upcase;
data _null_;file &jref mod encoding='utf-8';
data _null_;file &jref mod encoding='utf-8' ;
put ", ""%lowcase(%sysfunc(coalescec(&dslabel,&ds)))"":";
%if &engine=PROCJSON %then %do;
@@ -147,7 +147,7 @@
run;
%let ds=&fmtds;
%end; /* &fmt=Y */
data _null_;file &jref mod encoding='utf-8';
data _null_;file &jref mod encoding='utf-8' ;
put "["; call symputx('cols',0,'l');
proc sort
data=sashelp.vcolumn(where=(libname='WORK' & memname="%upcase(&ds)"))
@@ -192,7 +192,7 @@
/* write to temp loc to avoid _webout truncation
- https://support.sas.com/kb/49/325.html */
filename _sjs temp lrecl=131068 encoding='utf-8';
data _null_; file _sjs lrecl=131068 encoding='utf-8' mod;
data _null_; file _sjs lrecl=131068 encoding='utf-8' mod ;
set &tempds;
if _n_>1 then put "," @; put
%if &action=ARR %then "[" ; %else "{" ;
@@ -219,14 +219,14 @@
rc = fclose(fileid);
run;
filename _sjs clear;
data _null_; file &jref mod encoding='utf-8';
data _null_; file &jref mod encoding='utf-8' ;
put "]";
run;
%end;
%end;
%else %if &action=CLOSE %then %do;
data _null_;file &jref encoding='utf-8' mod;
data _null_;file &jref encoding='utf-8' mod ;
put "}";
run;
%end;

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@@ -5,19 +5,29 @@
Only useful if every update uses the macro! Used heavily within
[Data Controller for SAS](https://datacontroller.io).
The underlying table is structured as per the MAKETABLE action.
@param [in] action The action to be performed. Valid values:
@li LOCK - Sets the lock flag, also confirms if a SAS lock is available
@li UNLOCK - Unlocks the table
@li MAKETABLE - creates the control table (ctl_ds)
@param [in] lib= (WORK) The libref of the table to lock. Should already be
assigned.
@param [in] ds= The dataset to lock
@param [in] ref= A meaningful reference to enable the lock to be traced. Max
length is 200 characters.
@param [out] ctl_ds= (0) The control table which controls the actual locking.
Should already be assigned and available.
Should already be assigned and available. Definition as follows:
proc sql;
create table &ctl_ds(
lock_lib char(8),
lock_ds char(32),
lock_status_cd char(10) not null,
lock_user_nm char(100) not null ,
lock_ref char(200),
lock_pid char(10),
lock_start_dttm num format=E8601DT26.6,
lock_end_dttm num format=E8601DT26.6,
constraint pk_mp_lockanytable primary key(lock_lib,lock_ds));
@param [in] loops= (25) Number of times to check for a lock.
@param [in] loop_secs= (1) Seconds to wait between each lock attempt
@@ -221,19 +231,6 @@ run;
%let abortme=1;
%end;
%end;
%else %if &action=MAKETABLE %then %do;
proc sql;
create table &ctl_ds(
lock_lib char(8),
lock_ds char(32),
lock_status_cd char(10) not null,
lock_user_nm char(100) not null ,
lock_ref char(200),
lock_pid char(10),
lock_start_dttm num format=E8601DT26.6,
lock_end_dttm num format=E8601DT26.6,
constraint pk_mp_lockanytable primary key(lock_lib,lock_ds));
%end;
%else %do;
%let msg=lock_anytable given unsupported action (&action);
%let abortme=1;

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@@ -10,8 +10,6 @@
according to the variable types and formats.
TODO:
@li Respect PKs
@li Respect NOT NULLs
@li Consider dates, datetimes, times, integers etc
Usage:
@@ -27,16 +25,23 @@
);
%mp_makedata(work.example)
@param [in] libds The empty table in which to create data
@param [out] obs= (500) The number of records to create.
@param [in] libds The empty table (libref.dataset) in which to create data
@param [out] obs= (500) The maximum number of records to create. The table
is sorted with nodup on the primary key, so the actual number of records may
be lower than this.
<h4> SAS Macros </h4>
@li mf_getuniquename.sas
@li mf_getvarlen.sas
@li mf_getvarlist.sas
@li mf_islibds.sas
@li mf_nobs.sas
@li mp_getcols.sas
@li mp_getpk.sas
<h4> Related Macros </h4>
@li mp_makedata.test.sas
@version 9.2
@author Allan Bowe
@@ -44,44 +49,59 @@
%macro mp_makedata(libds
,obs=500
,seed=1
)/*/STORE SOURCE*/;
%local ds1 c1 n1 i col charvars numvars;
%local ds1 ds2 lib ds pk_fields i col charvars numvars ispk;
%if %mf_nobs(&libds)>0 %then %do;
%if %mf_islibds(&libds)=0 %then %do;
%put &sysmacroname: Invalid libds (&libds) - should be library.dataset format;
%return;
%end;
%else %if %mf_nobs(&libds)>0 %then %do;
%put &sysmacroname: &libds has data, it will not be recreated;
%return;
%end;
%local ds1 c1 n1;
%let ds1=%mf_getuniquename(prefix=mp_makedata);
%let c1=%mf_getuniquename(prefix=mp_makedatacol);
%let n1=%mf_getuniquename(prefix=mp_makedatacol);
data &ds1;
/* set up temporary vars */
%let ds1=%mf_getuniquename(prefix=mp_makedatads1);
%let ds2=%mf_getuniquename(prefix=mp_makedatads2);
%let lib=%scan(&libds,1,.);
%let ds=%scan(&libds,2,.);
/* grab the primary key vars */
%mp_getpk(&lib,ds=&ds,outds=&ds1)
proc sql noprint;
select coalescec(pk_fields,'_all_') into: pk_fields from &ds1;
data &ds2;
if 0 then set &libds;
do _n_=1 to &obs;
&c1=repeat(uuidgen(),10);
&n1=ranuni(1)*5000000;
drop &c1 &n1;
%let charvars=%mf_getvarlist(&libds,typefilter=C);
%if &charvars ^= %then %do i=1 %to %sysfunc(countw(&charvars));
%let col=%scan(&charvars,&i);
&col=subpad(&c1,1,%mf_getvarlen(&libds,&col));
/* create random value based on observation number and colum length */
&col=repeat(put(md5(cats(_n_)),$hex32.),%mf_getvarlen(&libds,&col)/32);
%end;
%let numvars=%mf_getvarlist(&libds,typefilter=N);
%if &numvars ^= %then %do i=1 %to %sysfunc(countw(&numvars));
%let col=%scan(&numvars,&i);
&col=&n1;
&col=_n_;
%end;
output;
end;
stop;
run;
proc sort data=&ds2 nodupkey;
by &pk_fields;
run;
proc append base=&libds data=&ds1;
proc append base=&libds data=&ds2;
run;
proc sql;
drop table &ds1;
drop table &ds1, &ds2;
%mend mp_makedata;

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@@ -3,13 +3,15 @@
@brief Reset an option to original value
@details Inspired by the SAS Jedi -
https://blogs.sas.com/content/sastraining/2012/08/14/jedi-sas-tricks-reset-sas-system-options
Called as follows:
options obs=30;
%mp_resetoption(OBS)
Called as follows:
options obs=30 ps=max;
%mp_resetoption(OBS)
%mp_resetoption(PS)
@param option the option to reset
@param [in] option the option to reset
@version 9.2
@author Allan Bowe

248
base/mp_retainedkey.sas Normal file
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@@ -0,0 +1,248 @@
/**
@file
@brief Generate and apply retained key values to a staging table
@details This macro will populate a staging table with a Retained Key based on
a business key and a base (target) table.
Definition of retained key ([source](
http://bukhantsov.org/2012/04/what-is-data-vault/)):
> The retained key is a key which is mapped to business key one-to-one. In
> comparison, the surrogate key includes time and there can be many surrogate
> keys corresponding to one business key. This explains the name of the key,
> it is retained with insertion of a new version of a row while surrogate key
> is increasing.
This macro is designed to be used as part of a wider load / ETL process (such
as the one in [Data Controller for SAS](https://datacontroller.io)).
Specifically, the macro assumes that the base table has already been 'locked'
(eg with the mp_lockanytable.sas macro) prior to invocation. Also, several
tables are assumed to exist (names are configurable):
@li work.staging_table - the staged data, minus the retained key element
@li permlib.base_table - the target table to be loaded (**not** loaded by this
macro)
@li permlib.maxkeytable - optional, used to store load metaadata.
The structure is as follows:
proc sql;
create table yourlib.maxkeytable(
keytable varchar(41) label='Base table in libref.dataset format',
keycolumn char(32) format=$32.
label='The Retained key field containing the key values.',
max_key num label=
'Integer representing current max RK or SK value in the KEYTABLE',
processed_dttm num format=E8601DT26.6
label='Datetime this value was last updated',
constraint pk_mpe_maxkeyvalues
primary key(keytable));
@param [in] base_lib= (WORK) Libref of the base (target) table.
@param [in] base_dsn= (BASETABLE) Name of the base (target) table.
@param [in] append_lib= (WORK) Libref of the staging table
@param [in] append_dsn= (APPENDTABLE) Name of the staging table
@param [in] retained_key= (DEFAULT_RK) Name of RK to generate (should exist on
base table)
@param [in] business_key= (PK1 PK2) Business key against which to generate
RK values. Should be unique and not null on the staging table.
@param [in] check_uniqueness=(NO) Set to yes to perform a uniqueness check.
Recommended if there is a chance that the staging data is not unique on the
business key.
@param [in] maxkeytable= (0) Provide a maxkeytable libds reference here, to
store load metadata (maxkey val, load time). Set to zero if metadata is not
required, eg, when preparing a 'dummy' load. Structure is described above.
See below for sample data.
|KEYTABLE:$32.|KEYCOLUMN:$32.|MAX_KEY:best.|PROCESSED_DTTM:E8601DT26.6|
|---|---|---|---|
|`DC487173.MPE_SELECTBOX `|`SELECTBOX_RK `|`55 `|`1950427787.8 `|
|`DC487173.MPE_FILTERANYTABLE `|`filter_rk `|`14 `|`1951053886.8 `|
@param [in] locktable= (0) If updating the maxkeytable, provide the libds
reference to the lock table (per mp_lockanytable.sas macro)
@param [in] filter_str= Apply a filter - useful for SCD2 or BITEMPORAL loads.
Example: `filter_str=%str( (where=( &now < &tech_to)) )`
@param [out] outds= (WORK.APPEND) Output table (staging table + retained key)
<h4> SAS Macros </h4>
@li mf_existvar.sas
@li mf_getquotedstr.sas
@li mf_getuniquename.sas
@li mf_nobs.sas
@li mp_abort.sas
@li mp_lockanytable.sas
<h4> Related Macros </h4>
@li mp_retainedkey.test.sas
@version 9.2
**/
%macro mp_retainedkey(
base_lib=WORK
,base_dsn=BASETABLE
,append_lib=WORK
,append_dsn=APPENDTABLE
,retained_key=DEFAULT_RK
,business_key= PK1 PK2
,check_uniqueness=NO
,maxkeytable=0
,locktable=0
,outds=WORK.APPEND
,filter_str=
);
%put &sysmacroname entry vars:;
%put _local_;
%local base_libds app_libds key_field check maxkey idx_pk newkey_cnt iserr
msg x tempds1 tempds2 comma_pk appnobs checknobs dropvar tempvar idx_val;
%let base_libds=%upcase(&base_lib..&base_dsn);
%let app_libds=%upcase(&append_lib..&append_dsn);
%let tempds1=%mf_getuniquename();
%let tempds2=%mf_getuniquename();
%let comma_pk=%mf_getquotedstr(in_str=%str(&business_key),dlm=%str(,),quote=);
/* validation checks */
%let iserr=0;
%if &syscc>0 %then %do;
%let iserr=1;
%let msg=%str(SYSCC=&syscc on macro entry);
%end;
%else %if %sysfunc(exist(&base_libds))=0 %then %do;
%let iserr=1;
%let msg=%str(Base LIBDS (&base_libds) expected but NOT FOUND);
%end;
%else %if %sysfunc(exist(&app_libds))=0 %then %do;
%let iserr=1;
%let msg=%str(Append LIBDS (&app_libds) expected but NOT FOUND);
%end;
%else %if &maxkeytable ne 0 and %sysfunc(exist(&maxkeytable))=0 %then %do;
%let iserr=1;
%let msg=%str(Maxkeytable (&maxkeytable) expected but NOT FOUND);
%end;
%else %if &maxkeytable ne 0 and %sysfunc(exist(&locktable))=0 %then %do;
%let iserr=1;
%let msg=%str(Locktable (&locktable) expected but NOT FOUND);
%end;
%else %if %length(&business_key)=0 %then %do;
%let iserr=1;
%let msg=%str(Business key (&business_key) expected but NOT FOUND);
%end;
%do x=1 %to %sysfunc(countw(&business_key));
/* check business key values exist */
%let key_field=%scan(&business_key,&x,%str( ));
%if (not %mf_existvar(&app_libds,&key_field))
or (not %mf_existvar(&base_libds,&key_field))
%then %do;
%let iserr=1;
%let msg=Business key (&key_field) not found!;
%end;
%end;
%if &iserr=1 %then %do;
/* err case so first perform an unlock of the base table before exiting */
%mp_lockanytable(
UNLOCK,lib=&base_lib,ds=&base_dsn,ref=%superq(msg),ctl_ds=&locktable
)
%end;
%mp_abort(iftrue=(&iserr=1),mac=mp_retainedkey,msg=%superq(msg))
proc sql noprint;
select sum(max(&retained_key),0) into: maxkey from &base_libds;
/**
* get base table RK and bus field values for lookup
*/
proc sql noprint;
create table &tempds1 as
select distinct &comma_pk,&retained_key
from &base_libds &filter_str
order by &comma_pk,&retained_key;
%if &check_uniqueness=YES %then %do;
select count(*) into:checknobs
from (select distinct &comma_pk from &app_libds);
select count(*) into: appnobs from &app_libds; /* might be view */
%if &checknobs ne &appnobs %then %do;
%let msg=Source table &app_libds is not unique on (&business_key);
%let iserr=1;
%end;
%end;
%if &iserr=1 %then %do;
/* err case so first perform an unlock of the base table before exiting */
%mp_lockanytable(
UNLOCK,lib=&base_lib,ds=&base_dsn,ref=%superq(msg),ctl_ds=&locktable
)
%end;
%mp_abort(iftrue= (&iserr=1),mac=mp_retainedkey,msg=%superq(msg))
%if %mf_existvar(&app_libds,&retained_key)
%then %let dropvar=(drop=&retained_key);
/* prepare interim table with retained key populated for matching keys */
proc sql noprint;
create table &tempds2 as
select b.&retained_key, a.*
from &app_libds &dropvar a
left join &tempds1 b
on 1
%do idx_pk=1 %to %sysfunc(countw(&business_key));
%let idx_val=%scan(&business_key,&idx_pk);
and a.&idx_val=b.&idx_val
%end;
order by &retained_key;
/* identify the number of entries without retained keys (new records) */
select count(*) into: newkey_cnt
from &tempds2
where missing(&retained_key);
quit;
/**
* Update maxkey table if link provided
*/
%if &maxkeytable ne 0 %then %do;
proc sql;
select count(*) into: check from &maxkeytable
where upcase(keytable)="&base_libds";
%mp_lockanytable(LOCK
,lib=%scan(&maxkeytable,1,.)
,ds=%scan(&maxkeytable,2,.)
,ref=Updating maxkeyvalues with mp_retainedkey
,ctl_ds=&locktable
)
proc sql;
%if &check=0 %then %do;
insert into &maxkeytable
set keytable="&base_libds"
,keycolumn="&retained_key"
,max_key=%eval(&maxkey+&newkey_cnt)
,processed_dttm="%sysfunc(datetime(),E8601DT26.6)"dt;
%end;
%else %do;
update &maxkeytable
set max_key=%eval(&maxkey+&newkey_cnt)
,processed_dttm="%sysfunc(datetime(),E8601DT26.6)"dt
where keytable="&base_libds";
%end;
%mp_lockanytable(UNLOCK
,lib=%scan(&maxkeytable,1,.)
,ds=%scan(&maxkeytable,2,.)
,ref=Updating maxkeyvalues with maxkey=%eval(&maxkey+&newkey_cnt)
,ctl_ds=&locktable
)
%end;
/* fill in the missing retained key values */
%let tempvar=%mf_getuniquename();
data &outds(drop=&tempvar);
retain &tempvar %eval(&maxkey+1);
set &tempds2;
if &retained_key =. then &retained_key=&tempvar;
&tempvar=&tempvar+1;
run;
%mend mp_retainedkey;

View File

@@ -11,9 +11,7 @@
This macro will only work for BASE (V9) engine libraries. It works by
creating a copy of the dataset (without data, WITH constraints) in the same
library, appending a sorted view into it, and finally - renaming it. By
default, COMPRESS=CHAR and REUSE=YES will be applied, this behaviour can
be adjusted using the `dsoptions=` parameter.
library, appending a sorted view into it, and finally - renaming it.
Example usage:
@@ -41,7 +39,6 @@
@version 9.2
@author Allan Bowe
@source https://github.com/sasjs/core
**/

View File

@@ -20,15 +20,24 @@
;;;;
run;
For more examples, see mp_validatecol.test.sas
Tip - when contributing, use https://regex101.com to test the regex validity!
@param [in] incol The column to be validated
@param [in] rule The rule to apply. Current rules:
@li ISINT - checks if the variable is an integer
@li ISNUM - checks if the variable is numeric
@li LIBDS - matches LIBREF.DATASET format
@li FORMAT - checks if the provided format is syntactically valid
@param [out] outcol The variable to create, with the results of the match
<h4> SAS Macros </h4>
@li mf_getuniquename.sas
<h4> Related Macros </h4>
@li mp_validatecol.test.sas
@version 9.3
**/
@@ -38,7 +47,13 @@
%local tempcol;
%let tempcol=%mf_getuniquename();
%if &rule=ISNUM %then %do;
%if &rule=ISINT %then %do;
&tempcol=input(&incol,?? best32.);
&outcol=0;
if not missing(&tempcol) then if mod(&incol,1)=0 then &outcol=1;
drop &tempcol;
%end;
%else %if &rule=ISNUM %then %do;
/*
credit SØREN LASSEN
https://sasmacro.blogspot.com/2009/06/welcome-isnum-macro.html
@@ -62,5 +77,19 @@
if prxmatch(&tempcol, trim(&incol)) then &outcol=1;
else &outcol=0;
%end;
%else %if &rule=FORMAT %then %do;
/* match valid format - regex could probably be improved */
if _n_=1 then do;
retain &tempcol;
&tempcol=prxparse('/^[_a-z\$]\w{0,31}\.[0-9]*$/i');
if missing(&tempcol) then do;
putlog "%str(ERR)OR: Invalid expression for FORMAT";
stop;
end;
drop &tempcol;
end;
if prxmatch(&tempcol, trim(&incol)) then &outcol=1;
else &outcol=0;
%end;
%mend mp_validatecol;

View File

@@ -94,13 +94,13 @@ data _null_;
put '%put output location=&jref; ';
put '%if &action=OPEN %then %do; ';
put ' options nobomfile; ';
put ' data _null_;file &jref encoding=''utf-8''; ';
put ' data _null_;file &jref encoding=''utf-8'' ; ';
put ' put ''{"PROCESSED_DTTM" : "'' "%sysfunc(datetime(),E8601DT26.6)" ''"''; ';
put ' run; ';
put '%end; ';
put '%else %if (&action=ARR or &action=OBJ) %then %do; ';
put ' options validvarname=upcase; ';
put ' data _null_;file &jref mod encoding=''utf-8''; ';
put ' data _null_;file &jref mod encoding=''utf-8'' ; ';
put ' put ", ""%lowcase(%sysfunc(coalescec(&dslabel,&ds)))"":"; ';
put ' ';
put ' %if &engine=PROCJSON %then %do; ';
@@ -179,7 +179,7 @@ data _null_;
put ' run; ';
put ' %let ds=&fmtds; ';
put ' %end; /* &fmt=Y */ ';
put ' data _null_;file &jref mod encoding=''utf-8''; ';
put ' data _null_;file &jref mod encoding=''utf-8'' ; ';
put ' put "["; call symputx(''cols'',0,''l''); ';
put ' proc sort ';
put ' data=sashelp.vcolumn(where=(libname=''WORK'' & memname="%upcase(&ds)")) ';
@@ -224,7 +224,7 @@ data _null_;
put ' /* write to temp loc to avoid _webout truncation ';
put ' - https://support.sas.com/kb/49/325.html */ ';
put ' filename _sjs temp lrecl=131068 encoding=''utf-8''; ';
put ' data _null_; file _sjs lrecl=131068 encoding=''utf-8'' mod; ';
put ' data _null_; file _sjs lrecl=131068 encoding=''utf-8'' mod ; ';
put ' set &tempds; ';
put ' if _n_>1 then put "," @; put ';
put ' %if &action=ARR %then "[" ; %else "{" ; ';
@@ -251,14 +251,14 @@ data _null_;
put ' rc = fclose(fileid); ';
put ' run; ';
put ' filename _sjs clear; ';
put ' data _null_; file &jref mod encoding=''utf-8''; ';
put ' data _null_; file &jref mod encoding=''utf-8'' ; ';
put ' put "]"; ';
put ' run; ';
put ' %end; ';
put '%end; ';
put ' ';
put '%else %if &action=CLOSE %then %do; ';
put ' data _null_;file &jref encoding=''utf-8'' mod; ';
put ' data _null_;file &jref encoding=''utf-8'' mod ; ';
put ' put "}"; ';
put ' run; ';
put '%end; ';

View File

@@ -79,7 +79,7 @@
OPTIONS NOBOMFILE;
/* setup json */
data _null_;file &fref encoding='utf-8';
data _null_;file &fref encoding='utf-8' termstr=lf;
%if %str(&_debug) ge 131 %then %do;
put '>>weboutBEGIN<<';
%end;
@@ -108,14 +108,14 @@
i+1;
call symputx('wt'!!left(i),name,'l');
call symputx('wtcnt',i,'l');
data _null_; file &fref mod encoding='utf-8';
data _null_; file &fref mod encoding='utf-8' termstr=lf;
put ",""WORK"":{";
%do i=1 %to &wtcnt;
%let wt=&&wt&i;
proc contents noprint data=&wt
out=_data_ (keep=name type length format:);
run;%let tempds=%scan(&syslast,2,.);
data _null_; file &fref mod encoding='utf-8';
data _null_; file &fref mod encoding='utf-8' termstr=lf;
dsid=open("WORK.&wt",'is');
nlobs=attrn(dsid,'NLOBS');
nvars=attrn(dsid,'NVARS');
@@ -126,15 +126,15 @@
put ',"nvars":' nvars;
%mp_jsonout(OBJ,&tempds,jref=&fref,dslabel=colattrs,engine=DATASTEP)
%mp_jsonout(OBJ,&wt,jref=&fref,dslabel=first10rows,engine=DATASTEP)
data _null_; file &fref mod encoding='utf-8';
data _null_; file &fref mod encoding='utf-8' termstr=lf;
put "}";
%end;
data _null_; file &fref mod encoding='utf-8';
data _null_; file &fref mod encoding='utf-8' termstr=lf termstr=lf;
put "}";
run;
%end;
/* close off json */
data _null_;file &fref mod encoding='utf-8';
data _null_;file &fref mod encoding='utf-8' termstr=lf;
_PROGRAM=quote(trim(resolve(symget('_PROGRAM'))));
put ",""SYSUSERID"" : ""&sysuserid"" ";
put ",""MF_GETUSER"" : ""%mf_getuser()"" ";
@@ -147,7 +147,9 @@
put ",""SYSHOSTNAME"" : ""&syshostname"" ";
put ",""SYSPROCESSID"" : ""&SYSPROCESSID"" ";
put ",""SYSPROCESSMODE"" : ""&SYSPROCESSMODE"" ";
put ",""SYSPROCESSNAME"" : ""&SYSPROCESSNAME"" ";
length SYSPROCESSNAME $512;
SYSPROCESSNAME=quote(urlencode(cats(SYSPROCESSNAME)));
put ",""SYSPROCESSNAME"" : " SYSPROCESSNAME;
put ",""SYSJOBID"" : ""&sysjobid"" ";
put ",""SYSSCPL"" : ""&sysscpl"" ";
put ",""SYSSITE"" : ""&syssite"" ";
@@ -156,7 +158,8 @@
put ',"SYSVLONG" : ' sysvlong;
put ",""SYSWARNINGTEXT"" : ""&syswarningtext"" ";
put ',"END_DTTM" : "' "%sysfunc(datetime(),datetime20.3)" '" ';
autoexec=quote(trim(getoption('autoexec')));
length autoexec $512;
autoexec=quote(urlencode(trim(getoption('autoexec'))));
put ',"AUTOEXEC" : ' autoexec;
memsize="%sysfunc(INPUTN(%sysfunc(getoption(memsize)), best.),sizekmg.)";
memsize=quote(cats(memsize));

View File

@@ -0,0 +1,22 @@
/**
@file
@brief Testing mf_existvar macro
<h4> SAS Macros </h4>
@li mf_existvar.sas
@li mp_assert.sas
**/
%mp_assert(
iftrue=(%mf_existvar(sashelp.class,age)=1),
desc=Checking existing var exists,
outds=work.test_results
)
%mp_assert(
iftrue=(%mf_existvar(sashelp.class,isjustanumber)=0),
desc=Checking non existing var does not exist,
outds=work.test_results
)

View File

@@ -0,0 +1,46 @@
/**
@file
@brief Testing mf_islibds macro
%put %mf_islibds(work.something)=1;
%put %mf_islibds(nolib)=0;
%put %mf_islibds(badlibref.ds)=0;
%put %mf_islibds(w.t.f)=0;
<h4> SAS Macros </h4>
@li mf_islibds.sas
@li mp_assert.sas
**/
%mp_assert(
iftrue=(
%mf_islibds(work.something)=1
),
desc=%str(Checking mf_islibds(work.something)=1),
outds=work.test_results
)
%mp_assert(
iftrue=(
%mf_islibds(nolib)=0
),
desc=%str(Checking mf_islibds(nolib)=0),
outds=work.test_results
)
%mp_assert(
iftrue=(
%mf_islibds(badlibref.ds)=0
),
desc=%str(Checking mf_islibds(badlibref.ds)=0),
outds=work.test_results
)
%mp_assert(
iftrue=(
%mf_islibds(w.t.f)=0
),
desc=%str(Checking mf_islibds(w.t.f)=0),
outds=work.test_results
)

View File

@@ -0,0 +1,20 @@
/**
@file
@brief Testing mf_wordsinstr1andstr2 macro
<h4> SAS Macros </h4>
@li mf_wordsinstr1andstr2.sas
@li mp_assert.sas
**/
%let x=%mf_wordsinstr1andstr2(str1=xx DOLLAR x $CHAR xxx W MONNAME
,str2=DOLLAR $CHAR W MONNAME xxxxxx
);
%mp_assert(
iftrue=(
"&x"="DOLLAR $CHAR W MONNAME"
),
desc=Checking basic string,
outds=work.test_results
)

View File

@@ -0,0 +1,20 @@
/**
@file
@brief Testing mf_wordsinstr1butnotstr2 macro
<h4> SAS Macros </h4>
@li mf_wordsinstr1butnotstr2.sas
@li mp_assert.sas
**/
%let x=%mf_wordsinstr1butnotstr2(str1=xx DOLLAR x $CHAR xxx W MONNAME
,str2=ff xx x xxx xxxxxx
);
%mp_assert(
iftrue=(
"&x"="DOLLAR $CHAR W MONNAME"
),
desc=Checking basic string,
outds=work.test_results
)

View File

@@ -0,0 +1,74 @@
/**
@file
@brief Testing mf_writefile.sas macro
<h4> SAS Macros </h4>
@li mf_writefile.sas
@li mp_assert.sas
**/
%mf_writefile(&sasjswork/myfile.txt,l1=some content,l2=more content)
data _null_;
infile "&sasjswork/myfile.txt";
input;
if _n_=2 then call symputx('test1',_infile_);
run;
%mp_assert(
iftrue=(&syscc=0),
desc=Check code ran without errors,
outds=work.test_results
)
%mp_assert(
iftrue=(&test1=more content),
desc=Checking line was created,
outds=work.test_results
)
%mf_writefile(&sasjswork/myfile.txt,l1=some content,l2=different content)
data _null_;
infile "&sasjswork/myfile.txt";
input;
if _n_=2 then call symputx('test2',_infile_);
run;
%mp_assert(
iftrue=(&syscc=0),
desc=Check code ran without errors for test2,
outds=work.test_results
)
%mp_assert(
iftrue=(&test2=different content),
desc=Checking second line was overwritten,
outds=work.test_results
)
%global test3 test4;
%mf_writefile(&sasjswork/myfile.txt
,mode=a
,l1=%str(aah, content)
,l2=append content
)
data _null_;
infile "&sasjswork/myfile.txt";
input;
if _n_=2 then call symputx('test3',_infile_);
if _n_=4 then call symputx('test4',_infile_);
run;
%mp_assert(
iftrue=(&syscc=0),
desc=Check code ran without errors for test2,
outds=work.test_results
)
%mp_assert(
iftrue=(&test3=different content),
desc=Checking second line was not overwritten,
outds=work.test_results
)
%mp_assert(
iftrue=(&test4=append content),
desc=Checking fourth line was appended,
outds=work.test_results
)

View File

@@ -0,0 +1,45 @@
/**
@file
@brief Testing mp_applyformats.sas macro
<h4> SAS Macros </h4>
@li mf_getvarformat.sas
@li mp_applyformats.sas
@li mp_assert.sas
@li mp_getcols.sas
**/
/**
* Test 1 Base case
*/
data work.example;
set sashelp.prdsale;
format _all_;
run;
%let origfmt=%mf_getvarformat(work.example,month);
%mp_getcols(sashelp.prdsale,outds=work.cols)
data work.cols2;
set work.cols;
lib='WORK';
ds='EXAMPLE';
var=name;
fmt=format;
keep lib ds var fmt;
run;
%mp_applyformats(work.cols2)
%mp_assert(
iftrue=("&orig_fmt"=""),
desc=Check that formats were cleared,
outds=work.test_results
)
%mp_assert(
iftrue=("%mf_getvarformat(work.example,month)"="MONNAME3."),
desc=Check that formats were applied,
outds=work.test_results
)

View File

@@ -0,0 +1,59 @@
/**
@file
@brief Testing mp_makedata.sas macro
<h4> SAS Macros </h4>
@li mf_nobs.sas
@li mp_makedata.sas
@li mp_assert.sas
**/
/**
* Test 1 - Regular makedata call
*/
proc sql;
create table work.example(
TX_FROM float format=datetime19.,
DD_TYPE char(16),
DD_SOURCE char(2048),
DD_SHORTDESC char(256),
constraint pk primary key(tx_from, dd_type,dd_source),
constraint nnn not null(DD_SHORTDESC)
);
%mp_makedata(work.example,obs=500)
%mp_assert(
iftrue=("%mf_nobs(work.example)"="500"),
desc=Check that 500 rows were created,
outds=work.test_results
)
data _null_;
set work.example;
call symputx('lenvar',length(dd_source));
stop;
run;
%mp_assert(
iftrue=("&lenvar"="2048"),
desc=Check that entire length of variable is populated,
outds=work.test_results
)
proc sql;
create table work.example2(
TX_FROM float format=datetime19.,
DD_TYPE char(16),
DD_SOURCE char(2048),
DD_SHORTDESC char(256),
some_num num
);
%mp_makedata(work.example2)
%mp_assert(
iftrue=(&syscc=0),
desc=Ensure tables without keys still generate,
outds=work.test_results
)

View File

@@ -0,0 +1,116 @@
/**
@file
@brief Testing mp_retainedkey macro
<h4> SAS Macros </h4>
@li mp_assert.sas
@li mp_assertcolvals.sas
@li mp_retainedkey.sas
**/
/**
* Setup base tables
*/
proc sql;
create table work.maxkeytable(
keytable varchar(41) label='Base table in libref.dataset format',
keycolumn char(32) format=$32.
label='The Retained key field containing the key values.',
max_key num label=
'Integer representing current max RK or SK value in the KEYTABLE',
processed_dttm num format=E8601DT26.6
label='Datetime this value was last updated',
constraint pk_mpe_maxkeyvalues
primary key(keytable));
create table work.locktable(
lock_lib char(8),
lock_ds char(32),
lock_status_cd char(10) not null,
lock_user_nm char(100) not null ,
lock_ref char(200),
lock_pid char(10),
lock_start_dttm num format=E8601DT26.6,
lock_end_dttm num format=E8601DT26.6,
constraint pk_mp_lockanytable primary key(lock_lib,lock_ds));
data work.targetds;
rk_col=_n_;
set sashelp.class;
run;
data work.appendtable;
set sashelp.class;
if mod(_n_,2)=0 then name=cats('New',_n_);
if _n_<7;
run;
libname x (work);
/** Test 1 - base case **/
%mp_retainedkey(
base_lib=X
,base_dsn=targetds
,append_lib=X
,append_dsn=APPENDTABLE
,retained_key=rk_col
,business_key= name
,check_uniqueness=NO
,maxkeytable=0
,locktable=0
,outds=work.APPEND
,filter_str=
)
%mp_assert(
iftrue=(&syscc=0),
desc=Checking errors in test 1,
outds=work.test_results
)
data work.check;
do val=1,3,5,20,21,22;
output;
end;
run;
%mp_assertcolvals(work.append.rk_col,
checkvals=work.check.val,
desc=All values have a match,
test=ALLVALS
)
/** Test 2 - all new records, with metadata logging and unique check **/
data work.targetds2;
rk_col=_n_;
set sashelp.class;
run;
data work.appendtable2;
set sashelp.class;
do x=1 to 21;
name=cats('New',x);
output;
end;
stop;
run;
%mp_retainedkey(base_dsn=targetds2
,append_dsn=APPENDTABLE2
,retained_key=rk_col
,business_key= name
,check_uniqueness=YES
,maxkeytable=x.maxkeytable
,locktable=work.locktable
,outds=WORK.APPEND2
,filter_str=
)
%mp_assert(
iftrue=(&syscc=0),
desc=Checking errors in test 2,
outds=work.test_results
)
%mp_assert(
iftrue=(%mf_nobs(work.append2)=21),
desc=Checking append records created,
outds=work.test_results
)

View File

@@ -59,4 +59,71 @@ run;
desc=Test2 - ISNUM,
test=EQUALS 4,
outds=work.test_results
)
/**
* Test 3 - FORMAT
*/
data test3;
infile datalines4 dsd;
input;
infile=_infile_;
%mp_validatecol(infile,FORMAT,is_format)
if is_format=1;
datalines4;
$.
$format.
$format12.2
somenum.
somenum12.4
above are good
the rest are bad
%abort
1&somethingverybad.
&
+-1
.
a.A
$format12.1b
$format12.1b1
;;;;
run;
%mp_assertdsobs(work.test3,
desc=Test3 - ISFORMAT,
test=EQUALS 5,
outds=work.test_results
)
/**
* Test 4 - ISINT
*/
data test4;
infile datalines4 dsd;
input;
infile=_infile_;
%mp_validatecol(infile,ISINT,is_integer)
if is_integer=1;
datalines4;
1
1234
-134
-1.0
1.0
0
above are good
the rest are bad
%abort
1&somethingverybad.
&
+-1
.
a.A
$format12.1b
$format12.1b1
;;;;
run;
%mp_assertdsobs(work.test4,
desc=Test4 - ISFORMAT,
test=EQUALS 6,
outds=work.test_results
)

View File

@@ -242,13 +242,13 @@ data _null_;
put '%put output location=&jref; ';
put '%if &action=OPEN %then %do; ';
put ' options nobomfile; ';
put ' data _null_;file &jref encoding=''utf-8''; ';
put ' data _null_;file &jref encoding=''utf-8'' ; ';
put ' put ''{"PROCESSED_DTTM" : "'' "%sysfunc(datetime(),E8601DT26.6)" ''"''; ';
put ' run; ';
put '%end; ';
put '%else %if (&action=ARR or &action=OBJ) %then %do; ';
put ' options validvarname=upcase; ';
put ' data _null_;file &jref mod encoding=''utf-8''; ';
put ' data _null_;file &jref mod encoding=''utf-8'' ; ';
put ' put ", ""%lowcase(%sysfunc(coalescec(&dslabel,&ds)))"":"; ';
put ' ';
put ' %if &engine=PROCJSON %then %do; ';
@@ -327,7 +327,7 @@ data _null_;
put ' run; ';
put ' %let ds=&fmtds; ';
put ' %end; /* &fmt=Y */ ';
put ' data _null_;file &jref mod encoding=''utf-8''; ';
put ' data _null_;file &jref mod encoding=''utf-8'' ; ';
put ' put "["; call symputx(''cols'',0,''l''); ';
put ' proc sort ';
put ' data=sashelp.vcolumn(where=(libname=''WORK'' & memname="%upcase(&ds)")) ';
@@ -372,7 +372,7 @@ data _null_;
put ' /* write to temp loc to avoid _webout truncation ';
put ' - https://support.sas.com/kb/49/325.html */ ';
put ' filename _sjs temp lrecl=131068 encoding=''utf-8''; ';
put ' data _null_; file _sjs lrecl=131068 encoding=''utf-8'' mod; ';
put ' data _null_; file _sjs lrecl=131068 encoding=''utf-8'' mod ; ';
put ' set &tempds; ';
put ' if _n_>1 then put "," @; put ';
put ' %if &action=ARR %then "[" ; %else "{" ; ';
@@ -399,14 +399,14 @@ data _null_;
put ' rc = fclose(fileid); ';
put ' run; ';
put ' filename _sjs clear; ';
put ' data _null_; file &jref mod encoding=''utf-8''; ';
put ' data _null_; file &jref mod encoding=''utf-8'' ; ';
put ' put "]"; ';
put ' run; ';
put ' %end; ';
put '%end; ';
put ' ';
put '%else %if &action=CLOSE %then %do; ';
put ' data _null_;file &jref encoding=''utf-8'' mod; ';
put ' data _null_;file &jref encoding=''utf-8'' mod ; ';
put ' put "}"; ';
put ' run; ';
put '%end; ';