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43 Commits

Author SHA1 Message Date
^
862b1896fe feat: adding filtervar option to mp_stripdiffs 2024-04-30 18:31:26 +01:00
^
22f0cb67a5 fix: handling consecutive add+delete in mp_stripdiffs 2024-04-30 17:38:36 +01:00
^
e6da373853 fix: more dedup fixes on mp_stripdiffs 2024-04-30 14:04:15 +01:00
^
ed20bcaa5c fix: supporting long character strings in mp_stripdiffs.sas 2024-04-30 11:12:19 +01:00
^
96e8b096c5 fix: addressing bug with non-unique PK for reverting multiple loads at once in mp_stripdiffs.sas 2024-04-29 23:40:49 +01:00
^
7413266a8e fix: correcting name to _____DELETE_THIS_RECORD_____ in mp_stripdiffs 2024-04-29 20:14:35 +01:00
^
cf70c33bde fix: length of key_hash variable in mp_stripdiffs.sas 2024-04-29 19:54:16 +01:00
Allan Bowe
934629d46d Merge pull request #374 from sasjs/issue373
feat: mp_stripdiffs macro - closes #373
2024-04-25 10:49:21 +01:00
github-actions
16a3b63161 chore: updating all.sas 2024-04-25 09:49:00 +00:00
Allan Bowe
d7288b7fa1 Merge branch 'main' into issue373 2024-04-25 10:48:37 +01:00
github-actions
015749a9b2 chore: updating all.sas 2024-04-25 09:45:46 +00:00
^
556c7bdb28 feat: mp_stripdiffs macro - closes #373 2024-04-25 10:45:23 +01:00
^
602758c3c3 fix: ensuring consistent column names across invocations in output dataset 2024-04-11 14:16:25 +01:00
^
a244a0b27b chore: updating all.sas 2024-04-11 12:00:28 +01:00
^
3bb632d60d feat: new mx_getgroups.sas macro for cross-platform use 2024-04-11 11:58:45 +01:00
Allan Bowe
bdd348483c Merge pull request #372 from sasjs/issue371
Issue371
2024-02-23 10:29:25 +00:00
github-actions
92f575551d chore: updating all.sas 2024-02-23 10:26:33 +00:00
^
e616bc940f fix: partial short numeric support in mp_ds2csv 2024-02-23 10:26:01 +00:00
Allan Bowe
b7bca48129 Merge pull request #370 from sasjs/dependabot/npm_and_yarn/follow-redirects-1.15.4
chore(deps): bump follow-redirects from 1.15.2 to 1.15.4
2024-02-19 12:48:34 +00:00
dependabot[bot]
6a2dcbb23f chore(deps): bump follow-redirects from 1.15.2 to 1.15.4
Bumps [follow-redirects](https://github.com/follow-redirects/follow-redirects) from 1.15.2 to 1.15.4.
- [Release notes](https://github.com/follow-redirects/follow-redirects/releases)
- [Commits](https://github.com/follow-redirects/follow-redirects/compare/v1.15.2...v1.15.4)

---
updated-dependencies:
- dependency-name: follow-redirects
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <support@github.com>
2024-01-10 10:19:46 +00:00
Allan Bowe
6da578e336 Merge pull request #369 from sasjs/368-enable-filter-by-variable-name-in-mp_filter-series
feat: enable filter by variable name in mp filter series
2023-12-31 00:36:53 +00:00
github-actions
c874b31b63 chore: updating all.sas 2023-12-31 00:35:46 +00:00
zver
532e0d535a fix: tests for char support, #368 2023-12-31 00:35:11 +00:00
github-actions
ee5688f97f chore: updating all.sas 2023-12-31 00:08:50 +00:00
zver
359b007f85 chore: merge 2023-12-31 00:08:13 +00:00
zver
3294767c1b feat: enabling variable names for numeric fields. #368 2023-12-31 00:07:02 +00:00
github-actions
9d6f87c87a chore: updating all.sas 2023-12-30 22:43:02 +00:00
Allan
ec14b9cef8 fix: mp_loadformat updates by FMTROW
Previously, FMTROW was not being honoured when adding / deleting individual format records.  Updated tests and added additional validations to ensure FMTROW is provided correctly at the input stage.
2023-12-03 13:39:50 +00:00
Allan Bowe
94af8661b0 Merge pull request #367 from sasjs/all-contributors/add-andyjessen
docs: add andyjessen as a contributor for doc
2023-11-16 15:44:35 +00:00
Allan Bowe
c9e431142c Merge branch 'main' into all-contributors/add-andyjessen 2023-11-16 15:44:20 +00:00
Allan Bowe
2b2aa5eb58 Merge pull request #366 from andyjessen/fix-macro
Add macro trigger to usage example
2023-11-16 15:44:08 +00:00
allcontributors[bot]
1ac2b480a6 docs: update .all-contributorsrc [skip ci] 2023-11-16 15:43:53 +00:00
allcontributors[bot]
4e53544b66 docs: update README.md [skip ci] 2023-11-16 15:43:52 +00:00
github-actions
9b5f1cf170 chore: updating all.sas 2023-11-16 14:23:42 +00:00
andyjessen
703fe4ef38 Add macro trigger to usage example
This commit adds macro trigger to mf_isblank usage example.
2023-11-16 07:22:54 -07:00
Allan Bowe
f4a4263046 Merge pull request #365 from sasjs/issue363
Issue363
2023-11-08 21:31:38 +00:00
github-actions
02bf9c85db chore: updating all.sas 2023-11-08 21:30:00 +00:00
Allan
5835cfaa83 fix: HLO variable label updates, closes #364
Removed line breaks and reduced label length by moving the information to the core doc site and providing a link instead
2023-11-08 21:28:17 +00:00
Allan
b50521a8de fix: adding missing mp_md5 dependency. Closes #363 2023-11-08 21:10:32 +00:00
Allan
fccd6fcc44 fix: updating PR desc to include conventional commit reference 2023-10-18 10:16:02 +01:00
Allan Bowe
487ff5faa9 Merge pull request #362 from rudvfaden/main
fixed error from %put message when mdebug=0
2023-10-18 09:03:06 +01:00
Rud Faden
5efc20eacc fixed error from %put message when mdebug=0 2023-10-18 09:37:11 +02:00
Allan Bowe
cbd62fbfab Merge pull request #361 from sasjs/bumpfix
chore: avoiding vpn start
2023-10-17 16:39:29 +01:00
25 changed files with 1532 additions and 163 deletions

View File

@@ -153,6 +153,15 @@
"contributions": [
"code"
]
},
{
"login": "andyjessen",
"name": "andyjessen",
"avatar_url": "https://avatars.githubusercontent.com/u/62343929?v=4",
"profile": "https://github.com/andyjessen",
"contributions": [
"doc"
]
}
],
"contributorsPerLine": 7,

View File

@@ -15,4 +15,4 @@ What code changes have been made to achieve the intent.
- [ ] Code is formatted correctly (`sasjs lint`).
- [ ] Any new functionality has been unit tested.
- [ ] All unit tests are passing (`sasjs test`).
- [ ] `all.sas` has been regenerated (`python3 build.py`)
- [ ] The PR desc or underlying commits follow the [Conventional Commit](https://www.conventionalcommits.org) standard

View File

@@ -248,7 +248,7 @@ The following repositories are also worth checking out:
## Contributors ✨
<!-- ALL-CONTRIBUTORS-BADGE:START - Do not remove or modify this section -->
[![All Contributors](https://img.shields.io/badge/all_contributors-14-orange.svg?style=flat-square)](#contributors-)
[![All Contributors](https://img.shields.io/badge/all_contributors-15-orange.svg?style=flat-square)](#contributors-)
<!-- ALL-CONTRIBUTORS-BADGE:END -->
Thanks goes to these wonderful people ([emoji key](https://allcontributors.org/docs/en/emoji-key)):
@@ -275,6 +275,9 @@ Thanks goes to these wonderful people ([emoji key](https://allcontributors.org/d
<td align="center" valign="top" width="14.28%"><a href="https://github.com/henrik-forsell"><img src="https://avatars.githubusercontent.com/u/109935936?v=4?s=100" width="100px;" alt="Henrik Forsell"/><br /><sub><b>Henrik Forsell</b></sub></a><br /><a href="https://github.com/sasjs/core/commits?author=henrik-forsell" title="Documentation">📖</a></td>
<td align="center" valign="top" width="14.28%"><a href="http://rudvfaden.github.io/"><img src="https://avatars.githubusercontent.com/u/2445577?v=4?s=100" width="100px;" alt="Rud Faden"/><br /><sub><b>Rud Faden</b></sub></a><br /><a href="https://github.com/sasjs/core/commits?author=rudvfaden" title="Code">💻</a></td>
</tr>
<tr>
<td align="center" valign="top" width="14.28%"><a href="https://github.com/andyjessen"><img src="https://avatars.githubusercontent.com/u/62343929?v=4?s=100" width="100px;" alt="andyjessen"/><br /><sub><b>andyjessen</b></sub></a><br /><a href="https://github.com/sasjs/core/commits?author=andyjessen" title="Documentation">📖</a></td>
</tr>
</tbody>
</table>

578
all.sas
View File

@@ -1684,7 +1684,7 @@ Usage:
Usage:
%put mf_isblank(&var);
%put %mf_isblank(&var);
inspiration:
https://support.sas.com/resources/papers/proceedings09/022-2009.pdf
@@ -4189,8 +4189,8 @@ data &cntlout/nonote2err;
end;
/* create row marker. Data cannot be sorted without it! */
if first.fmtname then fmtrow=0;
fmtrow+1;
if first.fmtname then fmtrow=1;
else fmtrow+1;
run;
proc sort;
@@ -5541,13 +5541,21 @@ data _null_;
header = cats(coalescec(varlabel(dsid,i),varnm),dlm);
%end;
%else %if &headerformat=SASJS %then %do;
if vartype(dsid,i)='C' then header=cats(varnm,':$char',varlen(dsid,i),'.');
vlen=varlen(dsid,i);
if vartype(dsid,i)='C' then header=cats(varnm,':$char',vlen,'.');
else do;
vfmt=coalescec(varfmt(dsid,i),'0');
fmttype=mcf_getfmttype(vfmt);
if fmttype='DATE' then header=cats(varnm,':date9.');
else if fmttype='DATETIME' then header=cats(varnm,':E8601DT26.6');
else if fmttype='TIME' then header=cats(varnm,':TIME12.');
/**
* there is not much point importing a short length numeric like this,
* eg with best4., as the resulting variable will still be stored as
* length 8. We need a length or format statement to ensure variable
* is creatd with the smaller length...
**/
else if vlen<8 then header=cats(varnm,':best',vlen,'.');
else header=cats(varnm,':best.');
end;
%end;
@@ -5574,6 +5582,7 @@ data _null_;
set &ds end=last;
%do i=1 %to &vcnt;
%let var=%scan(&varlist,&i);
%local vlen&i;
%if %mf_getvartype(&ds,&var)=C %then %do;
%let dsv1=%mf_getuniquename(prefix=csvcol1_);
%let dsv2=%mf_getuniquename(prefix=csvcol2_);
@@ -6377,15 +6386,14 @@ drop table &ds1, &ds2;
/**
* Sanitise the values based on valid value lists, then strip out
* quotes, commas, periods and spaces.
* Only numeric values should remain
*/
%local reason_cd nobs;
%let nobs=0;
data &outds;
/*length GROUP_LOGIC SUBGROUP_LOGIC $3 SUBGROUP_ID 8 VARIABLE_NM $32
OPERATOR_NM $10 RAW_VALUE $4000;*/
set &inds;
length reason_cd $4032 vtype $1 vnum dsid 8 tmp $4000;
set &inds end=last;
length reason_cd $4032 vtype vtype2 $1 vnum dsid 8 tmp $4000;
drop tmp;
/* quick check to ensure column exists */
@@ -6401,7 +6409,8 @@ data &outds;
end;
/* need to open the dataset to get the column type */
dsid=open("&targetds","i");
retain dsid;
if _n_=1 then dsid=open("&targetds","i");
if dsid>0 then do;
vnum=varnum(dsid,VARIABLE_NM);
if vnum<1 then do;
@@ -6411,11 +6420,19 @@ data &outds;
call symputx('reason_cd',reason_cd,'l');
call symputx('nobs',_n_,'l');
output;
return;
goto endstep;
end;
/* now we can get the type */
else vtype=vartype(dsid,vnum);
end;
else do;
REASON_CD=cats("Could not open &targetds");
putlog REASON_CD= dsid=;
call symputx('reason_cd',reason_cd,'l');
call symputx('nobs',_n_,'l');
output;
stop;
end;
/* closed list checks */
if GROUP_LOGIC not in ('AND','OR') then do;
@@ -6450,15 +6467,40 @@ data &outds;
end;
/* special missing logic */
if vtype='N'
and OPERATOR_NM in ('=','>','<','<=','>=','NE','GE','LE')
and cats(upcase(raw_value)) in (
if vtype='N' & OPERATOR_NM in ('=','>','<','<=','>=','NE','GE','LE') then do;
if cats(upcase(raw_value)) in (
'.','.A','.B','.C','.D','.E','.F','.G','.H','.I','.J','.K','.L','.M','.N'
'.N','.O','.P','.Q','.R','.S','.T','.U','.V','.W','.X','.Y','.Z','._'
)
then do;
/* valid numeric - exit data step loop */
return;
then do;
/* valid numeric - exit data step loop */
return;
end;
else if subpad(upcase(raw_value),1,1) in (
'A','B','C','D','E','F','G','H','I','J','K','L','M','N'
'N','O','P','Q','R','S','T','U','V','W','X','Y','Z','_'
)
then do;
/* check if the raw_value contains a valid variable NAME */
vnum=varnum(dsid,subpad(raw_value,1,32));
if vnum>0 then do;
/* now we can get the type */
vtype2=vartype(dsid,vnum);
/* check type matches */
if vtype2=vtype then do;
/* valid target var - exit loop */
return;
end;
else do;
REASON_CD=cats("Compared Type (",vtype2,") is not (",vtype,")");
putlog REASON_CD= dsid=;
call symputx('reason_cd',reason_cd,'l');
call symputx('nobs',_n_,'l');
output;
goto endstep;
end;
end;
end;
end;
/* special logic */
@@ -6480,6 +6522,32 @@ data &outds;
if vtype='N' then do i=1 to countc(raw_value1, ',')+1;
tmp=scan(raw_value1,i,',');
if cats(tmp) ne '.' and input(tmp, ?? 8.) eq . then do;
if OPERATOR_NM ='BETWEEN' and subpad(upcase(tmp),1,1) in (
'A','B','C','D','E','F','G','H','I','J','K','L','M','N'
'N','O','P','Q','R','S','T','U','V','W','X','Y','Z','_'
)
then do;
/* check if the raw_value contains a valid variable NAME */
/* is not valid syntax for IN or NOT IN */
vnum=varnum(dsid,subpad(tmp,1,32));
if vnum>0 then do;
/* now we can get the type */
vtype2=vartype(dsid,vnum);
/* check type matches */
if vtype2=vtype then do;
/* valid target var - exit loop */
return;
end;
else do;
REASON_CD=cats("Compared Type (",vtype2,") is not (",vtype,")");
putlog REASON_CD= dsid=;
call symputx('reason_cd',reason_cd,'l');
call symputx('nobs',_n_,'l');
output;
goto endstep;
end;
end;
end;
REASON_CD='Non Numeric value provided';
putlog REASON_CD= OPERATOR_NM= raw_value= raw_value1= ;
call symputx('reason_cd',reason_cd,'l');
@@ -6504,14 +6572,42 @@ data &outds;
/* output records that contain values other than digits and spaces */
if notdigit(compress(raw_value3,' '))>0 then do;
if vtype='C' and subpad(upcase(raw_value),1,1) in (
'A','B','C','D','E','F','G','H','I','J','K','L','M','N'
'N','O','P','Q','R','S','T','U','V','W','X','Y','Z','_'
)
then do;
/* check if the raw_value contains a valid variable NAME */
vnum=varnum(dsid,subpad(raw_value,1,32));
if vnum>0 then do;
/* now we can get the type */
vtype2=vartype(dsid,vnum);
/* check type matches */
if vtype2=vtype then do;
/* valid target var - exit loop */
return;
end;
else do;
REASON_CD=cats("Compared Char Type (",vtype2,") is not (",vtype,")");
putlog REASON_CD= dsid=;
call symputx('reason_cd',reason_cd,'l');
call symputx('nobs',_n_,'l');
output;
goto endstep;
end;
end;
end;
putlog raw_value3= $hex32.;
REASON_CD=cats('Invalid RAW_VALUE:',raw_value);
putlog REASON_CD= raw_value= raw_value1= raw_value2= raw_value3=;
putlog (_all_)(=);
call symputx('reason_cd',reason_cd,'l');
call symputx('nobs',_n_,'l');
output;
end;
endstep:
if last then rc=close(dsid);
run;
@@ -10153,6 +10249,9 @@ select distinct lowcase(memname)
format, to prevent loss of data - UNLESS the input dataset contains a marker
column, specifying that a particular row needs to be deleted (`delete_col=`).
Positions of formats are made using the FMTROW variable - this must be present
and unique (on TYPE / FMTNAME / FMTROW).
This macro can also be used to identify which records would be (or were)
considered new, modified or deleted (`loadtarget=`) by creating the following
tables:
@@ -10161,7 +10260,7 @@ select distinct lowcase(memname)
@li work.outds_del
@li work.outds_mod
For example usage, see mp_loadformat.test.sas
For example usage, see test (under Related Macros)
@param [in] libcat The format catalog to be loaded
@param [in] libds The staging table to load
@@ -10178,12 +10277,15 @@ select distinct lowcase(memname)
@param [in] mdebug= (0) Set to 1 to enable DEBUG messages and preserve outputs
<h4> SAS Macros </h4>
@li mf_existds.sas
@li mf_existvar.sas
@li mf_getuniquename.sas
@li mf_nobs.sas
@li mp_abort.sas
@li mp_aligndecimal.sas
@li mp_cntlout.sas
@li mp_lockanytable.sas
@li mp_md5.sas
@li mp_storediffs.sas
<h4> Related Macros </h4>
@@ -10227,6 +10329,16 @@ select distinct lowcase(memname)
%let libcat=%scan(&libcat,1,-);
/* perform input validations */
%mp_abort(
iftrue=(%mf_existds(&libds)=0)
,mac=&sysmacroname
,msg=%str(&libds could not be found)
)
%mp_abort(
iftrue=(%mf_existvar(&libds,FMTROW)=0)
,mac=&sysmacroname
,msg=%str(FMTROW not found in &libds)
)
%let err=0;
%let msg=0;
data _null_;
@@ -10247,13 +10359,6 @@ data _null_;
stop;
end;
end;
else if name='LIBDS' then do;
if exist(value) le 0 then do;
call symputx('msg',"Unable to open staging table: "!!value);
call symputx('err',1);
stop;
end;
end;
else if (name=:'OUTDS' or name in ('DELETE_COL','LOCKLIBDS','AUDITLIBDS'))
and missing(value) then do;
call symputx('msg',"missing value in var: "!!name);
@@ -10261,6 +10366,14 @@ data _null_;
stop;
end;
run;
data _null_;
set &libds;
if missing(fmtrow) then do;
call symputx('msg',"missing fmtrow in format: "!!FMTNAME);
call symputx('err',1);
stop;
end;
run;
%mp_abort(
iftrue=(&err ne 0)
@@ -10268,6 +10381,15 @@ run;
,msg=%str(&msg)
)
%local cnt;
proc sql noprint;
select count(distinct catx('|',type,fmtname,fmtrow)) into: cnt from &libds;
%mp_abort(
iftrue=(&cnt ne %mf_nobs(&libds))
,mac=&sysmacroname
,msg=%str(Non-unique primary key on &libds)
)
/**
* First, extract only relevant formats from the catalog
*/
@@ -10321,12 +10443,6 @@ data &inlibds/nonote2err;
%mp_aligndecimal(end,width=16)
end;
/* update row marker - retain new var as fmtrow may already be in libds */
if first.fmtname then row=1;
else row+1;
drop row;
fmtrow=row;
fmthash=%mp_md5(cvars=&cvars, nvars=&nvars);
run;
@@ -12359,6 +12475,7 @@ run;
@li mp_coretable.sas
@li mp_stackdiffs.test.sas
@li mp_storediffs.sas
@li mp_stripdiffs.sas
@todo The current approach assumes that a variable called KEY_HASH is not on
the base table. This part will need to be refactored (eg using
@@ -12817,6 +12934,7 @@ select distinct tgtvar_nm into: missvars separated by ' '
<h4> Related Macros </h4>
@li mp_stackdiffs.sas
@li mp_storediffs.test.sas
@li mp_stripdiffs.sas
@version 9.2
@author Allan Bowe
@@ -12936,7 +13054,7 @@ data &ds4;
run;
%if "&loadref"="0" %then %let loadref=%sysfunc(uuidgen());
%if &processed_dttm=0 %then %let processed_dttm=%sysfunc(datetime());
%if &processed_dttm=0 %then %let processed_dttm=%sysfunc(datetime(),8.6);
%let libds=%upcase(&libds);
/* join orig vals for modified & deleted */
@@ -13266,6 +13384,260 @@ run;
%mend mp_streamfile;
/**
@file
@brief Generates a stage dataset to revert diffs tracked in an audit table
@details A big benefit of tracking data changes in an audit table is that
those changes can be subsequently reverted if necessary!
This macro prepares a staging dataset containing those differences - eg for:
@li deleted rows - these are re-inserted
@li changed rows - differences are reverted
@li added rows - marked with `_____DELETE__THIS__RECORD_____="YES"`
These changes are NOT applied to the base table - a staging dataset is
simply prepared for an ETL process to action. In Data Controller, this
dataset is used directly as an input to the APPROVE process (so that the
reversion diffs can be reviewed prior to being applied).
@param [in] libds Base library.dataset (will not be modified). The library
must be assigned.
@param [in] loadref Unique identifier for the version to be reverted. This
change, plus ALL SUBSEQUENT CHANGES, will be reverted in the output table.
@param [in] difftable The dataset containing the diffs. Definition available
in mddl_dc_difftable.sas
@param [in] filtervar= (0) If provided, the contents of this macro variable
will be applied as an additional filter against &libds
@param [out] outds= (work.mp_stripdiffs) Output table containing the diffs.
Has the same format as the base datset, plus a
`_____DELETE__THIS__RECORD_____` variable.
@param [in] mdebug= set to 1 to enable DEBUG messages and preserve outputs
<h4> SAS Macros </h4>
@li mf_getuniquefileref.sas
@li mf_getuniquename.sas
@li mf_getvarlist.sas
@li mf_islibds.sas
@li mf_wordsinstr1butnotstr2.sas
@li mp_abort.sas
<h4> Related Macros </h4>
@li mddl_dc_difftable.sas
@li mp_stackdiffs.sas
@li mp_storediffs.sas
@li mp_stripdiffs.test.sas
@version 9.2
@author Allan Bowe
**/
/** @cond */
%macro mp_stripdiffs(libds
,loadref
,difftable
,filtervar=0
,outds=work.mp_stripdiffs
,mdebug=0
)/*/STORE SOURCE*/;
%local dbg;
%if &mdebug=1 %then %do;
%put &sysmacroname entry vars:;
%put _local_;
%end;
%else %let dbg=*;
%let libds=%upcase(&libds);
/* safety checks */
%mp_abort(iftrue= (&syscc ne 0)
,mac=&sysmacroname
,msg=%str(SYSCC=&syscc on entry. Clean session required!)
)
%let libds=%upcase(&libds);
%mp_abort(iftrue= (%mf_islibds(&libds)=0)
,mac=&sysmacroname
,msg=%str(Invalid library.dataset reference - %superq(libds))
)
/* set up unique and temporary vars */
%local ds1 ds2 ds3 ds4 ds5 fref1 filterstr;
%let fref1=%mf_getuniquefileref();
%if &filtervar ne 0 %then %let filterstr=%superq(&filtervar);
%else %let filterstr=%str(1=1);
/* get timestamp of the diff to be reverted */
%local ts;
proc sql noprint;
select put(processed_dttm,datetime19.6) into: ts
from &difftable where load_ref="&loadref";
%mp_abort(iftrue= (&sqlobs=0)
,mac=&sysmacroname
,msg=%str(Load ref %superq(loadref) not found!)
)
/* extract diffs for this base table from this timestamp onwards */
%let ds1=%upcase(work.%mf_getuniquename(prefix=mpsd_diffs));
create table &ds1 (drop=libref dsn) as
select * from &difftable
where upcase(cats(libref))="%scan(&libds,1,.)"
and upcase(cats(dsn))="%scan(&libds,2,.)"
and processed_dttm ge "&ts"dt
order by processed_dttm desc, key_hash, is_pk;
/* extract key values only */
%let ds2=%upcase(work.%mf_getuniquename(prefix=mpsd_pks));
%local keyhash processed;
%let keyhash=%upcase(%mf_getuniquename(prefix=mpsdvar_keyhash));
%let processed=%upcase(%mf_getuniquename(prefix=mpsdvar_processed));
create table &ds2 as
select key_hash as &keyhash,
tgtvar_nm,
tgtvar_type,
coalescec(oldval_char,newval_char) as charval,
coalesce(oldval_num, newval_num) as numval,
processed_dttm as &processed
from &ds1
where is_pk=1
order by &keyhash, &processed;
/* grab pk values */
%local pk;
select distinct upcase(tgtvar_nm) into: pk separated by ' ' from &ds2;
%let ds3=%upcase(work.%mf_getuniquename(prefix=mpsd_keychar));
proc transpose data=&ds2(where=(tgtvar_type='C'))
out=&ds3(drop=_name_);
by &keyhash &processed;
id TGTVAR_NM;
var charval;
run;
%let ds4=%upcase(work.%mf_getuniquename(prefix=mpsd_keynum));
proc transpose data=&ds2(where=(tgtvar_type='N'))
out=&ds4(drop=_name_);
by &keyhash &processed;
id TGTVAR_NM;
var numval;
run;
/* shorten the lengths */
%mp_ds2squeeze(&ds3,outds=&ds3)
%mp_ds2squeeze(&ds4,outds=&ds4)
/* now merge to get all key values and de-dup */
%let ds5=%upcase(work.%mf_getuniquename(prefix=mpsd_merged));
data &ds5;
length &keyhash $32 &processed 8;
merge &ds3 &ds4;
by &keyhash &processed;
if not missing(&keyhash);
run;
proc sort data=&ds5 nodupkey;
by &pk;
run;
/* join to base table for preliminary stage DS */
proc sql;
create table &outds as select "No " as _____DELETE__THIS__RECORD_____
%do x=1 %to %sysfunc(countw(&pk,%str( )));
,a.%scan(&pk,&x,%str( ))
%end;
%local notpkcols;
%let notpkcols=%upcase(%mf_getvarlist(&libds));
%let notpkcols=%mf_wordsinstr1butnotstr2(str1=&notpkcols,str2=&pk);
%do x=1 %to %sysfunc(countw(&notpkcols,%str( )));
,b.%scan(&notpkcols,&x,%str( ))
%end;
from &ds5 a
left join &libds (where=(&filterstr)) b
on 1=1
%do x=1 %to %sysfunc(countw(&pk,%str( )));
and a.%scan(&pk,&x,%str( ))=b.%scan(&pk,&x,%str( ))
%end;
;
/* create SAS code to apply to stage_ds */
data _null_;
set &ds1;
file &fref1 lrecl=33000;
length charval $32767;
if _n_=1 then put 'proc sql noprint;';
by descending processed_dttm key_hash is_pk;
if move_type='M' then do;
if first.key_hash then do;
put "update &outds set " @@;
end;
if IS_PK=0 then do;
put " " tgtvar_nm '=' @@;
cnt=count(oldval_char,'"');
charval=quote(trim(substr(oldval_char,1,32765-cnt)));
if tgtvar_type='C' then put charval @@;
else put oldval_num @@;
if not last.is_pk then put ',';
end;
else do;
if first.is_pk then put " where 1=1 " @@;
put " and " tgtvar_nm '=' @@;
cnt=count(oldval_char,'"');
charval=quote(trim(substr(oldval_char,1,32765-cnt)));
if tgtvar_type='C' then put charval @@;
else put oldval_num @@;
end;
end;
else if move_type='A' then do;
if first.key_hash then do;
put "update &outds set _____DELETE__THIS__RECORD_____='Yes' where 1=1 "@@;
end;
/* gating if - as only need PK now */
if is_pk=1;
put ' AND ' tgtvar_nm '=' @@;
cnt=count(newval_char,'"');
charval=quote(trim(substr(newval_char,1,32765-cnt)));
if tgtvar_type='C' then put charval @@;
else put newval_num @@;
end;
else if move_type='D' then do;
if first.key_hash then do;
put "update &outds set _____DELETE__THIS__RECORD_____='No' " @@;
end;
if IS_PK=0 then do;
put " ," tgtvar_nm '=' @@;
cnt=count(oldval_char,'"');
charval=quote(trim(substr(oldval_char,1,32765-cnt)));
if tgtvar_type='C' then put charval @@;
else put oldval_num @@;
end;
else do;
if first.is_pk then put " where 1=1 " @@;
put " and " tgtvar_nm '=' @@;
cnt=count(oldval_char,'"');
charval=quote(trim(substr(oldval_char,1,32765-cnt)));
if tgtvar_type='C' then put charval @@;
else put oldval_num @@;
end;
end;
if last.key_hash then put ';';
run;
/* apply the modification statements */
%inc &fref1/source2 lrecl=33000;
%if &mdebug=0 %then %do;
proc sql;
drop table &ds1, &ds2, &ds3, &ds4, &ds5;
file &fref1 clear;
%end;
%else %do;
data _null_;
infile &fref1;
input;
if _n_=1 then putlog "Contents of SQL adjustments";
putlog _infile_;
run;
%end;
%mend mp_stripdiffs;
/** @endcond *//**
@file
@brief Runs arbitrary code for a specified amount of time
@details Executes a series of procs and data steps to enable performance
@@ -14176,6 +14548,22 @@ ods package close;
(given various practical restrictions) are described here to enable
consistency when dealing with format data.
The HLO variable may have a number of values, documented here due to the
256 char label description length limit:
F=Standard format/informat.
H=Range ending value is HIGH.
I=Numeric informat.
J=Justification for an informat.
L=Range starting value is LOW.
M=MultiLabel.
N=Format or informat has no ranges, including no OTHER= range.
O=Range is OTHER.
R=ROUND option is in effect.
S=Specifies that NOTSORTED is in effect.
U=Specifies that the UPCASE option for an informat be used.
**/
@@ -14183,9 +14571,11 @@ ods package close;
proc sql;
create table &libds(
TYPE char(1) label='Type of format - either N (num fmt), C (char fmt), I (num infmt) or J (char infmt)'
TYPE char(1) label=
'Format Type: either N (num fmt), C (char fmt), I (num infmt) or J (char infmt)'
,FMTNAME char(32) label='Format name'
,FMTROW num label='CALCULATED Position of record by FMTNAME (reqd for multilabel formats)'
,FMTROW num label=
'CALCULATED Position of record by FMTNAME (reqd for multilabel formats)'
,START char(32767) label='Starting value for format'
/*
Keep lengths of START and END the same to avoid this err:
@@ -14205,18 +14595,8 @@ ods package close;
,NOEDIT num length=3 label='Is picture string noedit?'
,SEXCL char(1) label='Start exclusion'
,EEXCL char(1) label='End exclusion'
,HLO char(13) label='Additional information.
F=Standard format/informat.
H=Range ending value is HIGH.
I=Numeric informat.
J=Justification for an informat.
L=Range starting value is LOW.
M=MultiLabel.
N=Format or informat has no ranges, including no OTHER= range.
O=Range is OTHER.
R=ROUND option is in effect.
S=Specifies that NOTSORTED is in effect.
U=Specifies that the UPCASE option for an informat be used.'
,HLO char(13) label=
'More info: https://core.sasjs.io/mddl__sas__cntlout_8sas_source.html'
,DECSEP char(1) label='Decimal separator'
,DIG3SEP char(1) label='Three-digit separator'
,DATATYPE char(8) label='Date/time/datetime?'
@@ -14550,7 +14930,7 @@ run;
%end;
%end;
%else %if &engine=ODBC %then %do;
&mD.%put NOTE: Retrieving ODBC connection details;
%&mD.put NOTE: Retrieving ODBC connection details;
data _null_;
length connx_uri conprop_uri value datasource up_uri schema domprop_uri authdomain $256.;
call missing (of _all_);
@@ -17849,10 +18229,11 @@ run;
@param [in] user= the metadata user to return groups for. Leave blank for all
groups.
@param [in] repo= the metadata repository that contains the user/group
information
@param [in] mDebug= set to 1 to show debug messages in the log
@param [out] outds= the dataset to create that contains the list of groups
@param [in] repo= (foundation) the metadata repository that contains the
user/group information
@param [in] mDebug= (0) set to 1 to show debug messages in the log
@param [out] outds= (work.mm_getgroups) The dataset to create that contains
the list of groups
@returns outds dataset containing all groups in a column named "metagroup"
- groupuri
@@ -29408,6 +29789,103 @@ Usage:
%mend mx_getcode;
/**
@file
@brief Fetches all groups or the groups for a particular member
@details When building applications that run on multiple flavours of SAS, it
is convenient to use a single macro (like this one) to fetch the groups
regardless of the flavour of SAS being used
The alternative would be to compile a generic macro in target-specific
folders (SASVIYA, SAS9 and SASJS). This avoids compiling unnecessary macros
at the expense of a more complex sasjsconfig.json setup.
@param [in] mdebug= (0) Set to 1 to enable DEBUG messages
@param [in] user= (0) Provide the username on which to filter
@param [in] uid= (0) Provide the userid on which to filter
@param [in] repo= (foundation) SAS9 only, choose the metadata repo to query
@param [in] access_token_var= (ACCESS_TOKEN) VIYA only.
The global macro variable to contain the access token
@param [in] grant_type= (sas_services) VIYA only.
Valid values are "password" or "authorization_code" (unquoted).
@param [out] outds= (work.mx_getgroups) This output dataset will contain the
list of groups. Format:
|GROUPNAME:$32.|GROUPDESC:$256.|GROUPURI:best.|
|---|---|---|
|`SomeGroup `|`A group `|`1`|
|`Another Group`|`this is a different group`|`2`|
|`admin`|`Administrators `|`3`|
<h4> SAS Macros </h4>
@li mf_getplatform.sas
@li mm_getgroups.sas
@li ms_getgroups.sas
@li mv_getgroups.sas
@li mv_getusergroups.sas
**/
%macro mx_getgroups(
mdebug=0,
user=0,
uid=0,
repo=foundation,
access_token_var=ACCESS_TOKEN,
grant_type=sas_services,
outds=work.mx_getgroups
)/*/STORE SOURCE*/;
%local platform name shortloc;
%let platform=%mf_getplatform();
%if &platform=SASJS %then %do;
%ms_getgroups(
user=&user,
uid=&uid,
outds=&outds,
mdebug=&mdebug
)
data &outds;
length groupuri groupname $32 groupdesc $128 ;
set &outds;
keep groupuri groupname groupdesc;
groupuri=cats(groupid);
groupname=name;
groupdesc=description;
run;
proc sort; by groupname; run;
%end;
%else %if &platform=SAS9 or &platform=SASMETA %then %do;
%if &user=0 %then %let user=;
%mm_getGroups(
user=&user
,outds=&outds
,repo=&repo
,mDebug=&mdebug
)
proc sort data=&outds; by groupname; run;
%end;
%else %if &platform=SASVIYA %then %do;
%if &user=0 %then %do;
%mv_getgroups(access_token_var=&access_token_var
,grant_type=&grant_type
,outds=&outds
)
%end;
%else %do;
%mv_getusergroups(&user
,outds=&outds
,access_token_var=&access_token_var
,grant_type=&grant_type
)
%end;
proc sort
data=&outds(rename=(id=groupuri name=groupname description=groupdesc))
out=&outds (keep=groupuri groupname groupdesc);
by groupname;
run;
%end;
%mend mx_getgroups;/**
@file
@brief Will execute a SASjs web service on SAS 9, Viya or SASjs Server
@details Prepares the input files and retrieves the resulting datasets from

View File

@@ -7,7 +7,7 @@
Usage:
%put mf_isblank(&var);
%put %mf_isblank(&var);
inspiration:
https://support.sas.com/resources/papers/proceedings09/022-2009.pdf

View File

@@ -79,8 +79,8 @@ data &cntlout/nonote2err;
end;
/* create row marker. Data cannot be sorted without it! */
if first.fmtname then fmtrow=0;
fmtrow+1;
if first.fmtname then fmtrow=1;
else fmtrow+1;
run;
proc sort;

View File

@@ -118,13 +118,21 @@ data _null_;
header = cats(coalescec(varlabel(dsid,i),varnm),dlm);
%end;
%else %if &headerformat=SASJS %then %do;
if vartype(dsid,i)='C' then header=cats(varnm,':$char',varlen(dsid,i),'.');
vlen=varlen(dsid,i);
if vartype(dsid,i)='C' then header=cats(varnm,':$char',vlen,'.');
else do;
vfmt=coalescec(varfmt(dsid,i),'0');
fmttype=mcf_getfmttype(vfmt);
if fmttype='DATE' then header=cats(varnm,':date9.');
else if fmttype='DATETIME' then header=cats(varnm,':E8601DT26.6');
else if fmttype='TIME' then header=cats(varnm,':TIME12.');
/**
* there is not much point importing a short length numeric like this,
* eg with best4., as the resulting variable will still be stored as
* length 8. We need a length or format statement to ensure variable
* is creatd with the smaller length...
**/
else if vlen<8 then header=cats(varnm,':best',vlen,'.');
else header=cats(varnm,':best.');
end;
%end;
@@ -151,6 +159,7 @@ data _null_;
set &ds end=last;
%do i=1 %to &vcnt;
%let var=%scan(&varlist,&i);
%local vlen&i;
%if %mf_getvartype(&ds,&var)=C %then %do;
%let dsv1=%mf_getuniquename(prefix=csvcol1_);
%let dsv2=%mf_getuniquename(prefix=csvcol2_);

View File

@@ -86,15 +86,14 @@
/**
* Sanitise the values based on valid value lists, then strip out
* quotes, commas, periods and spaces.
* Only numeric values should remain
*/
%local reason_cd nobs;
%let nobs=0;
data &outds;
/*length GROUP_LOGIC SUBGROUP_LOGIC $3 SUBGROUP_ID 8 VARIABLE_NM $32
OPERATOR_NM $10 RAW_VALUE $4000;*/
set &inds;
length reason_cd $4032 vtype $1 vnum dsid 8 tmp $4000;
set &inds end=last;
length reason_cd $4032 vtype vtype2 $1 vnum dsid 8 tmp $4000;
drop tmp;
/* quick check to ensure column exists */
@@ -110,7 +109,8 @@ data &outds;
end;
/* need to open the dataset to get the column type */
dsid=open("&targetds","i");
retain dsid;
if _n_=1 then dsid=open("&targetds","i");
if dsid>0 then do;
vnum=varnum(dsid,VARIABLE_NM);
if vnum<1 then do;
@@ -120,11 +120,19 @@ data &outds;
call symputx('reason_cd',reason_cd,'l');
call symputx('nobs',_n_,'l');
output;
return;
goto endstep;
end;
/* now we can get the type */
else vtype=vartype(dsid,vnum);
end;
else do;
REASON_CD=cats("Could not open &targetds");
putlog REASON_CD= dsid=;
call symputx('reason_cd',reason_cd,'l');
call symputx('nobs',_n_,'l');
output;
stop;
end;
/* closed list checks */
if GROUP_LOGIC not in ('AND','OR') then do;
@@ -159,15 +167,40 @@ data &outds;
end;
/* special missing logic */
if vtype='N'
and OPERATOR_NM in ('=','>','<','<=','>=','NE','GE','LE')
and cats(upcase(raw_value)) in (
if vtype='N' & OPERATOR_NM in ('=','>','<','<=','>=','NE','GE','LE') then do;
if cats(upcase(raw_value)) in (
'.','.A','.B','.C','.D','.E','.F','.G','.H','.I','.J','.K','.L','.M','.N'
'.N','.O','.P','.Q','.R','.S','.T','.U','.V','.W','.X','.Y','.Z','._'
)
then do;
/* valid numeric - exit data step loop */
return;
then do;
/* valid numeric - exit data step loop */
return;
end;
else if subpad(upcase(raw_value),1,1) in (
'A','B','C','D','E','F','G','H','I','J','K','L','M','N'
'N','O','P','Q','R','S','T','U','V','W','X','Y','Z','_'
)
then do;
/* check if the raw_value contains a valid variable NAME */
vnum=varnum(dsid,subpad(raw_value,1,32));
if vnum>0 then do;
/* now we can get the type */
vtype2=vartype(dsid,vnum);
/* check type matches */
if vtype2=vtype then do;
/* valid target var - exit loop */
return;
end;
else do;
REASON_CD=cats("Compared Type (",vtype2,") is not (",vtype,")");
putlog REASON_CD= dsid=;
call symputx('reason_cd',reason_cd,'l');
call symputx('nobs',_n_,'l');
output;
goto endstep;
end;
end;
end;
end;
/* special logic */
@@ -189,6 +222,32 @@ data &outds;
if vtype='N' then do i=1 to countc(raw_value1, ',')+1;
tmp=scan(raw_value1,i,',');
if cats(tmp) ne '.' and input(tmp, ?? 8.) eq . then do;
if OPERATOR_NM ='BETWEEN' and subpad(upcase(tmp),1,1) in (
'A','B','C','D','E','F','G','H','I','J','K','L','M','N'
'N','O','P','Q','R','S','T','U','V','W','X','Y','Z','_'
)
then do;
/* check if the raw_value contains a valid variable NAME */
/* is not valid syntax for IN or NOT IN */
vnum=varnum(dsid,subpad(tmp,1,32));
if vnum>0 then do;
/* now we can get the type */
vtype2=vartype(dsid,vnum);
/* check type matches */
if vtype2=vtype then do;
/* valid target var - exit loop */
return;
end;
else do;
REASON_CD=cats("Compared Type (",vtype2,") is not (",vtype,")");
putlog REASON_CD= dsid=;
call symputx('reason_cd',reason_cd,'l');
call symputx('nobs',_n_,'l');
output;
goto endstep;
end;
end;
end;
REASON_CD='Non Numeric value provided';
putlog REASON_CD= OPERATOR_NM= raw_value= raw_value1= ;
call symputx('reason_cd',reason_cd,'l');
@@ -213,14 +272,42 @@ data &outds;
/* output records that contain values other than digits and spaces */
if notdigit(compress(raw_value3,' '))>0 then do;
if vtype='C' and subpad(upcase(raw_value),1,1) in (
'A','B','C','D','E','F','G','H','I','J','K','L','M','N'
'N','O','P','Q','R','S','T','U','V','W','X','Y','Z','_'
)
then do;
/* check if the raw_value contains a valid variable NAME */
vnum=varnum(dsid,subpad(raw_value,1,32));
if vnum>0 then do;
/* now we can get the type */
vtype2=vartype(dsid,vnum);
/* check type matches */
if vtype2=vtype then do;
/* valid target var - exit loop */
return;
end;
else do;
REASON_CD=cats("Compared Char Type (",vtype2,") is not (",vtype,")");
putlog REASON_CD= dsid=;
call symputx('reason_cd',reason_cd,'l');
call symputx('nobs',_n_,'l');
output;
goto endstep;
end;
end;
end;
putlog raw_value3= $hex32.;
REASON_CD=cats('Invalid RAW_VALUE:',raw_value);
putlog REASON_CD= raw_value= raw_value1= raw_value2= raw_value3=;
putlog (_all_)(=);
call symputx('reason_cd',reason_cd,'l');
call symputx('nobs',_n_,'l');
output;
end;
endstep:
if last then rc=close(dsid);
run;

View File

@@ -9,6 +9,9 @@
format, to prevent loss of data - UNLESS the input dataset contains a marker
column, specifying that a particular row needs to be deleted (`delete_col=`).
Positions of formats are made using the FMTROW variable - this must be present
and unique (on TYPE / FMTNAME / FMTROW).
This macro can also be used to identify which records would be (or were)
considered new, modified or deleted (`loadtarget=`) by creating the following
tables:
@@ -17,7 +20,7 @@
@li work.outds_del
@li work.outds_mod
For example usage, see mp_loadformat.test.sas
For example usage, see test (under Related Macros)
@param [in] libcat The format catalog to be loaded
@param [in] libds The staging table to load
@@ -34,12 +37,15 @@
@param [in] mdebug= (0) Set to 1 to enable DEBUG messages and preserve outputs
<h4> SAS Macros </h4>
@li mf_existds.sas
@li mf_existvar.sas
@li mf_getuniquename.sas
@li mf_nobs.sas
@li mp_abort.sas
@li mp_aligndecimal.sas
@li mp_cntlout.sas
@li mp_lockanytable.sas
@li mp_md5.sas
@li mp_storediffs.sas
<h4> Related Macros </h4>
@@ -83,6 +89,16 @@
%let libcat=%scan(&libcat,1,-);
/* perform input validations */
%mp_abort(
iftrue=(%mf_existds(&libds)=0)
,mac=&sysmacroname
,msg=%str(&libds could not be found)
)
%mp_abort(
iftrue=(%mf_existvar(&libds,FMTROW)=0)
,mac=&sysmacroname
,msg=%str(FMTROW not found in &libds)
)
%let err=0;
%let msg=0;
data _null_;
@@ -103,13 +119,6 @@ data _null_;
stop;
end;
end;
else if name='LIBDS' then do;
if exist(value) le 0 then do;
call symputx('msg',"Unable to open staging table: "!!value);
call symputx('err',1);
stop;
end;
end;
else if (name=:'OUTDS' or name in ('DELETE_COL','LOCKLIBDS','AUDITLIBDS'))
and missing(value) then do;
call symputx('msg',"missing value in var: "!!name);
@@ -117,6 +126,14 @@ data _null_;
stop;
end;
run;
data _null_;
set &libds;
if missing(fmtrow) then do;
call symputx('msg',"missing fmtrow in format: "!!FMTNAME);
call symputx('err',1);
stop;
end;
run;
%mp_abort(
iftrue=(&err ne 0)
@@ -124,6 +141,15 @@ run;
,msg=%str(&msg)
)
%local cnt;
proc sql noprint;
select count(distinct catx('|',type,fmtname,fmtrow)) into: cnt from &libds;
%mp_abort(
iftrue=(&cnt ne %mf_nobs(&libds))
,mac=&sysmacroname
,msg=%str(Non-unique primary key on &libds)
)
/**
* First, extract only relevant formats from the catalog
*/
@@ -177,12 +203,6 @@ data &inlibds/nonote2err;
%mp_aligndecimal(end,width=16)
end;
/* update row marker - retain new var as fmtrow may already be in libds */
if first.fmtname then row=1;
else row+1;
drop row;
fmtrow=row;
fmthash=%mp_md5(cvars=&cvars, nvars=&nvars);
run;

View File

@@ -197,6 +197,7 @@
@li mp_coretable.sas
@li mp_stackdiffs.test.sas
@li mp_storediffs.sas
@li mp_stripdiffs.sas
@todo The current approach assumes that a variable called KEY_HASH is not on
the base table. This part will need to be refactored (eg using

View File

@@ -64,6 +64,7 @@
<h4> Related Macros </h4>
@li mp_stackdiffs.sas
@li mp_storediffs.test.sas
@li mp_stripdiffs.sas
@version 9.2
@author Allan Bowe
@@ -183,7 +184,7 @@ data &ds4;
run;
%if "&loadref"="0" %then %let loadref=%sysfunc(uuidgen());
%if &processed_dttm=0 %then %let processed_dttm=%sysfunc(datetime());
%if &processed_dttm=0 %then %let processed_dttm=%sysfunc(datetime(),8.6);
%let libds=%upcase(&libds);
/* join orig vals for modified & deleted */

255
base/mp_stripdiffs.sas Normal file
View File

@@ -0,0 +1,255 @@
/**
@file
@brief Generates a stage dataset to revert diffs tracked in an audit table
@details A big benefit of tracking data changes in an audit table is that
those changes can be subsequently reverted if necessary!
This macro prepares a staging dataset containing those differences - eg for:
@li deleted rows - these are re-inserted
@li changed rows - differences are reverted
@li added rows - marked with `_____DELETE__THIS__RECORD_____="YES"`
These changes are NOT applied to the base table - a staging dataset is
simply prepared for an ETL process to action. In Data Controller, this
dataset is used directly as an input to the APPROVE process (so that the
reversion diffs can be reviewed prior to being applied).
@param [in] libds Base library.dataset (will not be modified). The library
must be assigned.
@param [in] loadref Unique identifier for the version to be reverted. This
change, plus ALL SUBSEQUENT CHANGES, will be reverted in the output table.
@param [in] difftable The dataset containing the diffs. Definition available
in mddl_dc_difftable.sas
@param [in] filtervar= (0) If provided, the contents of this macro variable
will be applied as an additional filter against &libds
@param [out] outds= (work.mp_stripdiffs) Output table containing the diffs.
Has the same format as the base datset, plus a
`_____DELETE__THIS__RECORD_____` variable.
@param [in] mdebug= set to 1 to enable DEBUG messages and preserve outputs
<h4> SAS Macros </h4>
@li mf_getuniquefileref.sas
@li mf_getuniquename.sas
@li mf_getvarlist.sas
@li mf_islibds.sas
@li mf_wordsinstr1butnotstr2.sas
@li mp_abort.sas
<h4> Related Macros </h4>
@li mddl_dc_difftable.sas
@li mp_stackdiffs.sas
@li mp_storediffs.sas
@li mp_stripdiffs.test.sas
@version 9.2
@author Allan Bowe
**/
/** @cond */
%macro mp_stripdiffs(libds
,loadref
,difftable
,filtervar=0
,outds=work.mp_stripdiffs
,mdebug=0
)/*/STORE SOURCE*/;
%local dbg;
%if &mdebug=1 %then %do;
%put &sysmacroname entry vars:;
%put _local_;
%end;
%else %let dbg=*;
%let libds=%upcase(&libds);
/* safety checks */
%mp_abort(iftrue= (&syscc ne 0)
,mac=&sysmacroname
,msg=%str(SYSCC=&syscc on entry. Clean session required!)
)
%let libds=%upcase(&libds);
%mp_abort(iftrue= (%mf_islibds(&libds)=0)
,mac=&sysmacroname
,msg=%str(Invalid library.dataset reference - %superq(libds))
)
/* set up unique and temporary vars */
%local ds1 ds2 ds3 ds4 ds5 fref1 filterstr;
%let fref1=%mf_getuniquefileref();
%if &filtervar ne 0 %then %let filterstr=%superq(&filtervar);
%else %let filterstr=%str(1=1);
/* get timestamp of the diff to be reverted */
%local ts;
proc sql noprint;
select put(processed_dttm,datetime19.6) into: ts
from &difftable where load_ref="&loadref";
%mp_abort(iftrue= (&sqlobs=0)
,mac=&sysmacroname
,msg=%str(Load ref %superq(loadref) not found!)
)
/* extract diffs for this base table from this timestamp onwards */
%let ds1=%upcase(work.%mf_getuniquename(prefix=mpsd_diffs));
create table &ds1 (drop=libref dsn) as
select * from &difftable
where upcase(cats(libref))="%scan(&libds,1,.)"
and upcase(cats(dsn))="%scan(&libds,2,.)"
and processed_dttm ge "&ts"dt
order by processed_dttm desc, key_hash, is_pk;
/* extract key values only */
%let ds2=%upcase(work.%mf_getuniquename(prefix=mpsd_pks));
%local keyhash processed;
%let keyhash=%upcase(%mf_getuniquename(prefix=mpsdvar_keyhash));
%let processed=%upcase(%mf_getuniquename(prefix=mpsdvar_processed));
create table &ds2 as
select key_hash as &keyhash,
tgtvar_nm,
tgtvar_type,
coalescec(oldval_char,newval_char) as charval,
coalesce(oldval_num, newval_num) as numval,
processed_dttm as &processed
from &ds1
where is_pk=1
order by &keyhash, &processed;
/* grab pk values */
%local pk;
select distinct upcase(tgtvar_nm) into: pk separated by ' ' from &ds2;
%let ds3=%upcase(work.%mf_getuniquename(prefix=mpsd_keychar));
proc transpose data=&ds2(where=(tgtvar_type='C'))
out=&ds3(drop=_name_);
by &keyhash &processed;
id TGTVAR_NM;
var charval;
run;
%let ds4=%upcase(work.%mf_getuniquename(prefix=mpsd_keynum));
proc transpose data=&ds2(where=(tgtvar_type='N'))
out=&ds4(drop=_name_);
by &keyhash &processed;
id TGTVAR_NM;
var numval;
run;
/* shorten the lengths */
%mp_ds2squeeze(&ds3,outds=&ds3)
%mp_ds2squeeze(&ds4,outds=&ds4)
/* now merge to get all key values and de-dup */
%let ds5=%upcase(work.%mf_getuniquename(prefix=mpsd_merged));
data &ds5;
length &keyhash $32 &processed 8;
merge &ds3 &ds4;
by &keyhash &processed;
if not missing(&keyhash);
run;
proc sort data=&ds5 nodupkey;
by &pk;
run;
/* join to base table for preliminary stage DS */
proc sql;
create table &outds as select "No " as _____DELETE__THIS__RECORD_____
%do x=1 %to %sysfunc(countw(&pk,%str( )));
,a.%scan(&pk,&x,%str( ))
%end;
%local notpkcols;
%let notpkcols=%upcase(%mf_getvarlist(&libds));
%let notpkcols=%mf_wordsinstr1butnotstr2(str1=&notpkcols,str2=&pk);
%do x=1 %to %sysfunc(countw(&notpkcols,%str( )));
,b.%scan(&notpkcols,&x,%str( ))
%end;
from &ds5 a
left join &libds (where=(&filterstr)) b
on 1=1
%do x=1 %to %sysfunc(countw(&pk,%str( )));
and a.%scan(&pk,&x,%str( ))=b.%scan(&pk,&x,%str( ))
%end;
;
/* create SAS code to apply to stage_ds */
data _null_;
set &ds1;
file &fref1 lrecl=33000;
length charval $32767;
if _n_=1 then put 'proc sql noprint;';
by descending processed_dttm key_hash is_pk;
if move_type='M' then do;
if first.key_hash then do;
put "update &outds set " @@;
end;
if IS_PK=0 then do;
put " " tgtvar_nm '=' @@;
cnt=count(oldval_char,'"');
charval=quote(trim(substr(oldval_char,1,32765-cnt)));
if tgtvar_type='C' then put charval @@;
else put oldval_num @@;
if not last.is_pk then put ',';
end;
else do;
if first.is_pk then put " where 1=1 " @@;
put " and " tgtvar_nm '=' @@;
cnt=count(oldval_char,'"');
charval=quote(trim(substr(oldval_char,1,32765-cnt)));
if tgtvar_type='C' then put charval @@;
else put oldval_num @@;
end;
end;
else if move_type='A' then do;
if first.key_hash then do;
put "update &outds set _____DELETE__THIS__RECORD_____='Yes' where 1=1 "@@;
end;
/* gating if - as only need PK now */
if is_pk=1;
put ' AND ' tgtvar_nm '=' @@;
cnt=count(newval_char,'"');
charval=quote(trim(substr(newval_char,1,32765-cnt)));
if tgtvar_type='C' then put charval @@;
else put newval_num @@;
end;
else if move_type='D' then do;
if first.key_hash then do;
put "update &outds set _____DELETE__THIS__RECORD_____='No' " @@;
end;
if IS_PK=0 then do;
put " ," tgtvar_nm '=' @@;
cnt=count(oldval_char,'"');
charval=quote(trim(substr(oldval_char,1,32765-cnt)));
if tgtvar_type='C' then put charval @@;
else put oldval_num @@;
end;
else do;
if first.is_pk then put " where 1=1 " @@;
put " and " tgtvar_nm '=' @@;
cnt=count(oldval_char,'"');
charval=quote(trim(substr(oldval_char,1,32765-cnt)));
if tgtvar_type='C' then put charval @@;
else put oldval_num @@;
end;
end;
if last.key_hash then put ';';
run;
/* apply the modification statements */
%inc &fref1/source2 lrecl=33000;
%if &mdebug=0 %then %do;
proc sql;
drop table &ds1, &ds2, &ds3, &ds4, &ds5;
file &fref1 clear;
%end;
%else %do;
data _null_;
infile &fref1;
input;
if _n_=1 then putlog "Contents of SQL adjustments";
putlog _infile_;
run;
%end;
%mend mp_stripdiffs;
/** @endcond */

View File

@@ -6,6 +6,22 @@
(given various practical restrictions) are described here to enable
consistency when dealing with format data.
The HLO variable may have a number of values, documented here due to the
256 char label description length limit:
F=Standard format/informat.
H=Range ending value is HIGH.
I=Numeric informat.
J=Justification for an informat.
L=Range starting value is LOW.
M=MultiLabel.
N=Format or informat has no ranges, including no OTHER= range.
O=Range is OTHER.
R=ROUND option is in effect.
S=Specifies that NOTSORTED is in effect.
U=Specifies that the UPCASE option for an informat be used.
**/
@@ -13,9 +29,11 @@
proc sql;
create table &libds(
TYPE char(1) label='Type of format - either N (num fmt), C (char fmt), I (num infmt) or J (char infmt)'
TYPE char(1) label=
'Format Type: either N (num fmt), C (char fmt), I (num infmt) or J (char infmt)'
,FMTNAME char(32) label='Format name'
,FMTROW num label='CALCULATED Position of record by FMTNAME (reqd for multilabel formats)'
,FMTROW num label=
'CALCULATED Position of record by FMTNAME (reqd for multilabel formats)'
,START char(32767) label='Starting value for format'
/*
Keep lengths of START and END the same to avoid this err:
@@ -35,18 +53,8 @@
,NOEDIT num length=3 label='Is picture string noedit?'
,SEXCL char(1) label='Start exclusion'
,EEXCL char(1) label='End exclusion'
,HLO char(13) label='Additional information.
F=Standard format/informat.
H=Range ending value is HIGH.
I=Numeric informat.
J=Justification for an informat.
L=Range starting value is LOW.
M=MultiLabel.
N=Format or informat has no ranges, including no OTHER= range.
O=Range is OTHER.
R=ROUND option is in effect.
S=Specifies that NOTSORTED is in effect.
U=Specifies that the UPCASE option for an informat be used.'
,HLO char(13) label=
'More info: https://core.sasjs.io/mddl__sas__cntlout_8sas_source.html'
,DECSEP char(1) label='Decimal separator'
,DIG3SEP char(1) label='Three-digit separator'
,DATATYPE char(8) label='Date/time/datetime?'

View File

@@ -210,7 +210,7 @@ run;
%end;
%end;
%else %if &engine=ODBC %then %do;
&mD.%put NOTE: Retrieving ODBC connection details;
%&mD.put NOTE: Retrieving ODBC connection details;
data _null_;
length connx_uri conprop_uri value datasource up_uri schema domprop_uri authdomain $256.;
call missing (of _all_);

View File

@@ -11,10 +11,11 @@
@param [in] user= the metadata user to return groups for. Leave blank for all
groups.
@param [in] repo= the metadata repository that contains the user/group
information
@param [in] mDebug= set to 1 to show debug messages in the log
@param [out] outds= the dataset to create that contains the list of groups
@param [in] repo= (foundation) the metadata repository that contains the
user/group information
@param [in] mDebug= (0) set to 1 to show debug messages in the log
@param [out] outds= (work.mm_getgroups) The dataset to create that contains
the list of groups
@returns outds dataset containing all groups in a column named "metagroup"
- groupuri

274
package-lock.json generated

File diff suppressed because it is too large Load Diff

View File

@@ -67,7 +67,7 @@
},
{
"name": "server",
"serverUrl": "https://sas9.4gl.io",
"serverUrl": "https://sas.4gl.io",
"serverType": "SASJS",
"httpsAgentOptions": {
"allowInsecureRequests": false

View File

@@ -0,0 +1,43 @@
/**
@file
@brief Testing mp_ds2csv.sas macro
<h4> SAS Macros </h4>
@li mp_ds2csv.sas
@li mp_assert.sas
@li mp_assertscope.sas
**/
data work.shortnum;
length a 3 b 4 c 8;
a=1;b=2;c=3;
output;
stop;
run;
/**
* Test 1 - default CSV
*/
%mp_ds2csv(work.shortnum,outfile="&sasjswork/test1.csv",headerformat=SASJS)
%let test1b=FAIL;
data _null_;
infile "&sasjswork/test1.csv";
input;
list;
if _n_=1 then call symputx('test1a',_infile_);
else if _infile_=:'1,2,3' then call symputx('test1b','PASS');
run;
%mp_assert(
iftrue=("&test1a"="A:best3. B:best4. C:best."),
desc=Checking header row Test 1,
outds=work.test_results
)
%mp_assert(
iftrue=("&test1b"="PASS"),
desc=Checking data row Test 1,
outds=work.test_results
)

View File

@@ -53,7 +53,10 @@ AND,AND,1,age,=,.A
AND,AND,1,height,<,.B
AND,AND,1,age,IN,"(.a,.b,.)"
AND,AND,1,age,IN,"(.A)"
AND,AND,1,AGE,=,AGE
AND,AND,1,AGE,<,Weight
AND,AND,1,AGE,BETWEEN,"HEIGHT AND WEIGHT"
AND,OR,2,Name,=,name
;;;;
run;
@@ -204,3 +207,26 @@ run;
outds=work.test_results
)
%let syscc=0;
/* invalid IN value (cannot use var names) */
data work.inds;
infile datalines4 dsd;
input GROUP_LOGIC:$3. SUBGROUP_LOGIC:$3. SUBGROUP_ID:8. VARIABLE_NM:$32.
OPERATOR_NM:$10. RAW_VALUE:$4000.;
datalines4;
AND,AND,1,AGE,NOT IN,"(height, age)"
;;;;
run;
%mp_filtercheck(work.inds,
targetds=work.class,
outds=work.badrecords,
abort=NO
)
%let syscc=0;
%mp_assertdsobs(work.badrecords,
desc=Invalid IN syntax,
test=HASOBS,
outds=work.test_results
)

View File

@@ -189,8 +189,10 @@ data work.stagedata3;
if last.fmtname then do;
output; /* 6 new records */
x=_n_;
x+1;start=cats("mod",x);end=start;label='newlabel1';output;
x+1;start=cats("mod",x);end=start;label='newlabel2';output;
x+1;start=cats("mod",x);end=start;label='newlabel1';fmtrow=fmtrow+1;
output;
x+1;start=cats("mod",x);end=start;label='newlabel2';fmtrow=fmtrow+2;
output;
end;
else if fmtrow le 3 then do; /* 9 more changed values */
start= cats("mod",_n_);

View File

@@ -58,6 +58,9 @@ proc format library=&cat1;
value agemlb (multilabel)
19-120='Adults'
1-18='Children'
0-1='Preschool'
1-2='Preschool'
2-3='Preschool'
1-4='Preschool';
value agemlc (multilabel notsorted)
19-120='Adults'
@@ -67,16 +70,19 @@ run;
%mp_cntlout(libcat=&cat1,cntlout=work.cntlout1)
%mp_assertdsobs(work.cntlout1,
desc=Has 16 records,
test=EQUALS 16
desc=Has 19 records,
test=EQUALS 19
)
data work.stagedata3;
set work.cntlout1;
if fmtname='AGEMLA' and label ne 'Preschool' then deleteme='Yes';
if fmtname='AGEMLB' and label = 'Preschool' then label='Kids';
if fmtname='GENDERML' and label='Farmale' then output;
output;
if fmtname='GENDERML' and label='Farmale' then do;
output;
fmtrow=101; output;
end;
else output;
run;
@@ -113,14 +119,17 @@ run;
%let check1=0;
%let check2=0;
%let check3=0;
data test;
set work.cntlout2;
where fmtname='GENDERML';
putlog fmtrow= label=;
if _n_=4 and label='Farmale' then call symputx('check1',1);
if _n_=5 and label='Farmale' then call symputx('check2',1);
if _n_=5 and label ne 'Farmale' then call symputx('check2',1);
if _n_=8 and label = 'Farmale' then call symputx('check3',1);
run;
%mp_assert(
iftrue=(&check1=1 and &check2=1),
iftrue=(&check1=1 and &check2=1 and &check3=1),
desc=Ensuring Farmale values retain their order,
outds=work.test_results
)

View File

@@ -0,0 +1,106 @@
/**
@file
@brief Testing mp_stripdiffs.sas macro
@details
<h4> SAS Macros </h4>
@li mp_assert.sas
@li mp_assertscope.sas
@li mp_ds2md.sas
@li mp_stripdiffs.sas
**/
/* make an adjustable base dataset */
/* use a composite key also (name weight) */
libname libby (work);
data libby.class;
set sashelp.class;
run;
/* first, store some diffs */
data work.orig work.deleted work.changed work.appended;
set libby.class;
if _n_=1 then do;
call symputx('delname',name);
output work.orig work.deleted;
end;
else if _n_=2 then do;
output work.orig;
call symputx('modname',name);
call symputx('modval',age);
age=99;
output work.changed;
end;
else do;
name='Newbie';
output work.appended;
stop;
end;
run;
%mp_storediffs(libby.class,work.orig,NAME WEIGHT
,delds=work.deleted
,modds=work.changed
,appds=work.appended
,outds=work.audit
,loadref=UPLOAD1
,mdebug=0
)
%mp_ds2md(work.audit)
%mp_assert(
iftrue=(&syscc=0),
desc=Checking preparation case,
outds=work.test_results
)
/* apply the changes */
proc sql;
delete from libby.class where name in ("&delname","&modname");
proc append base=libby.class data=work.appended;
proc append base=libby.class data=work.changed;
run;
/* now, prepare the revert dataset */
%mp_assertscope(SNAPSHOT)
%mp_stripdiffs(libby.class
,UPLOAD1
,work.audit
,outds=work.mp_stripdiffs
,mdebug=1
)
%mp_ds2md(work.mp_stripdiffs)
%mp_assertscope(COMPARE)
%mp_assert(
iftrue=(&syscc=0),
desc=Checking error condition,
outds=work.test_results
)
%let delpass=0;
%let modpass=0;
%let addpass=0;
data _null_;
set work.mp_stripdiffs;
if upcase(_____DELETE__THIS__RECORD_____)='NO' and name="&delname"
then call symputx('delpass',1);
if name="&modname" and age=&modval then call symputx('modpass',1);
if upcase(_____DELETE__THIS__RECORD_____)='YES' and name="Newbie"
then call symputx('addpass',1);
run;
%mp_assert(
iftrue=(&delpass=1),
desc=Ensuring deleted record is back in the dataset,
outds=work.test_results
)
%mp_assert(
iftrue=(&modpass=1),
desc=Ensuring modified record now has old value,
outds=work.test_results
)
%mp_assert(
iftrue=(&addpass=1),
desc=Ensuring added record is now marked for deletion,
outds=work.test_results
)

View File

@@ -0,0 +1,41 @@
/**
@file
@brief Testing mx_getgroups.test.sas macro
Be sure to run <code>%let mcTestAppLoc=/Public/temp/macrocore;</code> when
running in Studio
<h4> SAS Macros </h4>
@li mf_nobs.sas
@li mf_getuser.sas
@li mp_assert.sas
@li mx_getgroups.sas
**/
%mx_getgroups(outds=work.test1)
%mp_assert(
iftrue=(%mf_nobs(work.test1)>0),
desc=groups were found,
outds=work.test_results
)
%mp_assertcols(work.test1,
cols=groupuri groupname groupdesc,
test=ALL,
desc=check all columns exist
)
%mx_getgroups(outds=work.test2,user=%mf_getuser())
%mp_assert(
iftrue=(%mf_nobs(work.test2)>0),
desc=groups for current user were found,
outds=work.test_results
)
%mp_assertcols(work.test2,
cols=groupuri groupname groupdesc,
test=ALL,
desc=check all columns exist
)

View File

@@ -0,0 +1,98 @@
/**
@file
@brief Fetches all groups or the groups for a particular member
@details When building applications that run on multiple flavours of SAS, it
is convenient to use a single macro (like this one) to fetch the groups
regardless of the flavour of SAS being used
The alternative would be to compile a generic macro in target-specific
folders (SASVIYA, SAS9 and SASJS). This avoids compiling unnecessary macros
at the expense of a more complex sasjsconfig.json setup.
@param [in] mdebug= (0) Set to 1 to enable DEBUG messages
@param [in] user= (0) Provide the username on which to filter
@param [in] uid= (0) Provide the userid on which to filter
@param [in] repo= (foundation) SAS9 only, choose the metadata repo to query
@param [in] access_token_var= (ACCESS_TOKEN) VIYA only.
The global macro variable to contain the access token
@param [in] grant_type= (sas_services) VIYA only.
Valid values are "password" or "authorization_code" (unquoted).
@param [out] outds= (work.mx_getgroups) This output dataset will contain the
list of groups. Format:
|GROUPNAME:$32.|GROUPDESC:$256.|GROUPURI:best.|
|---|---|---|
|`SomeGroup `|`A group `|`1`|
|`Another Group`|`this is a different group`|`2`|
|`admin`|`Administrators `|`3`|
<h4> SAS Macros </h4>
@li mf_getplatform.sas
@li mm_getgroups.sas
@li ms_getgroups.sas
@li mv_getgroups.sas
@li mv_getusergroups.sas
**/
%macro mx_getgroups(
mdebug=0,
user=0,
uid=0,
repo=foundation,
access_token_var=ACCESS_TOKEN,
grant_type=sas_services,
outds=work.mx_getgroups
)/*/STORE SOURCE*/;
%local platform name shortloc;
%let platform=%mf_getplatform();
%if &platform=SASJS %then %do;
%ms_getgroups(
user=&user,
uid=&uid,
outds=&outds,
mdebug=&mdebug
)
data &outds;
length groupuri groupname $32 groupdesc $128 ;
set &outds;
keep groupuri groupname groupdesc;
groupuri=cats(groupid);
groupname=name;
groupdesc=description;
run;
proc sort; by groupname; run;
%end;
%else %if &platform=SAS9 or &platform=SASMETA %then %do;
%if &user=0 %then %let user=;
%mm_getGroups(
user=&user
,outds=&outds
,repo=&repo
,mDebug=&mdebug
)
proc sort data=&outds; by groupname; run;
%end;
%else %if &platform=SASVIYA %then %do;
%if &user=0 %then %do;
%mv_getgroups(access_token_var=&access_token_var
,grant_type=&grant_type
,outds=&outds
)
%end;
%else %do;
%mv_getusergroups(&user
,outds=&outds
,access_token_var=&access_token_var
,grant_type=&grant_type
)
%end;
proc sort
data=&outds(rename=(id=groupuri name=groupname description=groupdesc))
out=&outds (keep=groupuri groupname groupdesc);
by groupname;
run;
%end;
%mend mx_getgroups;