The %MM_CombineModelScoreCode macro combines the score code of models that are stored in SAS Model Manager portfolios into one SAS code file.
Specifies the directory path for the downloaded model files. The default value is the directory path of the SAS work library if you do not specify a value.
Specifies the name of the model property table that is generated from the %MM_CreateModelDataset macro.
Specifies the full directory path and filename of the generated portfolio score code.
Specifies the format for the generated score code. By default, the value is DS for DATA step score code.
Specifies the parameter. ds2Mode is typically used for translating DATA step code for the dynamic in-database projects in SAS Embedded Process. The default value is MAC. This parameter should be set only when codeFmt=DS2.
| SCTHR | This flag tells DSTRANS to generate a DS2 thread to represent the score code. |
| MAC | This flag is similar to SCTHR, except that DSTRANS generates a data statement instead of a thread, and uses macro names that are related to the SAS Embedded Process. |
| EP | This flag is generic for all SAS Embedded Process projects. These are similar to the SCTHR flag, but instead of a thread, a DATA step is generated. For these flags, the input and output tables are hardcoded to the SAS Embedded Process virtual table names SASEP.OUT and SASEP.IN, rather than using the macros. |
| PKGARGS | This flag tells DSTRANS to generate a real DS2 package instead of the C code PKG version. The PKGARGS package has standard DS2 parameters for the inputs and outputs instead of C structures. |
******************************************************************/
/* Step 1: Get all champion models from the specified portfolio */
/*****************************************************************/
%let _MM_User=sasdemo;
%let _MM_Password=mypassword;
/* SAS Model Manager portfolio UUID */
%let FMUUID=%nrstr(0ab98ee1-0a25-0f88-7dac-5ce40c19a999);
/* set up metadata connections */
options metaPort=8561
metaServer=myserver.sas.com
metaRepository=Foundation
metaUser=sasdemo
metaPass=xxx;
filename MMAccess catalog 'SASHELP.modelmgr.AccessMacros.source';
%include MMAccess;
filename MMAccess;
filename mmfm catalog 'SASHELP.modelmgr.MM_CombineModelScoreCode.source';
%include mmfm;
filename mmfm;
%let _MM_RC= -1;
%let propertyName = %str(ProjectName FolderName name projectuuid modeluuid
isdefaultversion ischampion projectpath projecturl
versionname tool scorecodetype);
%MM_CreateModelDataset(
mDatasetName=_models,
smmpath=%superq(FMUUID),
propertyName=&propertyName,
isChampion=Y,
trace=ON);
/***************************************************************************/
/* Step 2: Create a combined score code for the portfolio champion models */
/***************************************************************************/
%let _MM_Portfolio_Scorecode=c:\temp\portfolio_score.sas;
%MM_CombineModelScoreCode(
workPath=c:\temp,
modelDS=_models,
portfolioScoreCode=&_MM_Portfolio_Scorecode
);
/*******************************************************************************/
/* Step 3: Create an SPK file and register it in the SAS Metadata Repository */
/*******************************************************************************/
libname mmlib "C:\SMM142Tutorials\Data";
%aamodel;
%aa_model_register(
modelname=FMSegCombined,
modeldesc=%nrbquote(The combined DATA step model),
data=mmlib.hmeq_train,
target=bad,
level=binary,
scorecodefile=&_MM_Portfolio_Scorecode,
scorecodeformat=DATASTEP,
register=N,
spk=Y,
spkfolder=c:\temp,
miningfunction=classification
);
%put &aa_spk_folderid;
/**************************************************************************/
/* Step 4: Register the model SPK file to SAS Model Manager */
/**************************************************************************/
filename spkmod1 "&aa_spk_folderid.\miningResult.spk";
%let _MM_RC= -1; /* set to detect failure in case macro fails */
%let targetVersion=//ModelManagerDefaultRepo/MMRoot/Folder1/HMEQ/1.0;
%MM_Register( VersionId=&targetVersion,
EMModelPackage=spkmod1,
ModelName=FM_Combined_Model,
trace=on);
%put %trim(&_MM_CID);