SAP HANA Predictive Analysis Library (PAL)

NAME VARCHAR(50),
INTARGS INTEGER,
DOUBLEARGS DOUBLE,
STRINGARGS VARCHAR(100)
);
DROP TYPE PAL_SVM_MODEL_T;
CREATE TYPE PAL_SVM_MODEL_T AS TABLE( ID VARCHAR(50), MODEL VARCHAR(5000));
DROP TYPE PAL_SVM_RESULT_T;
CREATE TYPE PAL_SVM_RESULT_T AS TABLE( ID INTEGER, DECISION_VAL DOUBLE);
DROP TABLE PAL_SVM_PDATA_TBL;
CREATE COLUMN TABLE PAL_SVM_PDATA_TBL("POSITION" INT, "SCHEMA_NAME"
NVARCHAR(256), "TYPE_NAME" NVARCHAR(256), "PARAMETER_TYPE" VARCHAR(7));
INSERT INTO PAL_SVM_PDATA_TBL VALUES (1,'DM_PAL','PAL_SVM_SCORING_T','IN');
INSERT INTO PAL_SVM_PDATA_TBL VALUES (2,'DM_PAL','PAL_CONTROL_T','IN');
INSERT INTO PAL_SVM_PDATA_TBL VALUES (3,'DM_PAL','PAL_SVM_MODEL_T','IN');
INSERT INTO PAL_SVM_PDATA_TBL VALUES (4,'DM_PAL','PAL_SVM_RESULT_T','OUT');
CALL SYS.AFLLANG_WRAPPER_PROCEDURE_DROP('DM_PAL','PAL_SVM_PREDICT');
CALL
SYS.AFLLANG_WRAPPER_PROCEDURE_CREATE('AFLPAL','SVMPREDICT','DM_PAL','PAL_SVM_PRED
ICT',PAL_SVM_PDATA_TBL);
DROP TABLE PAL_SVM_SCORING_TBL;
CREATE COLUMN TABLE PAL_SVM_SCORING_TBL LIKE PAL_SVM_SCORING_T;
DROP TABLE #PAL_CONTROL_TBL;
CREATE LOCAL TEMPORARY COLUMN TABLE #PAL_CONTROL_TBL LIKE PAL_CONTROL_T;
DROP TABLE PAL_SVM_RESULT_TBL;
CREATE COLUMN TABLE PAL_SVM_RESULT_TBL LIKE PAL_SVM_RESULT_T;
INSERT INTO PAL_SVM_SCORING_TBL VALUES(0,1,1,0,0.2,0,'qid:1');
INSERT INTO PAL_SVM_SCORING_TBL VALUES(1,0,0,1,0.1,1,'qid:1');
INSERT INTO PAL_SVM_SCORING_TBL VALUES(2,0,0,1,0.3,0,'qid:1');
INSERT INTO PAL_SVM_SCORING_TBL VALUES(3,2,1,1,0.2,0,'qid:1');
INSERT INTO PAL_SVM_SCORING_TBL VALUES(4,3,1,1,0.4,1,'qid:1');
INSERT INTO PAL_SVM_SCORING_TBL VALUES(5,4,1,1,0.7,0,'qid:1');
INSERT INTO PAL_SVM_SCORING_TBL VALUES(6,0,0,1,0.2,0,'qid:4');
INSERT INTO PAL_SVM_SCORING_TBL VALUES(7,1,0,1,0.4,0,'qid:4');
INSERT INTO PAL_SVM_SCORING_TBL VALUES(8,0,0,1,0.2,0,'qid:4');
INSERT INTO PAL_SVM_SCORING_TBL VALUES(9,1,1,1,0.2,0,'qid:4');
INSERT INTO PAL_SVM_SCORING_TBL VALUES(10,2,2,1,0.4,0,'qid:4');
INSERT INTO PAL_SVM_SCORING_TBL VALUES(11,3,3,1,0.2,0,'qid:4');
INSERT INTO PAL_SVM_SCORING_TBL VALUES(12,0,0,1,0.1,1,'qid:5');
INSERT INTO PAL_SVM_SCORING_TBL VALUES(13,1,0,0,0.4,1,'qid:5');
INSERT INTO PAL_SVM_SCORING_TBL VALUES(14,0,1,1,0.5,0,'qid:5');
INSERT INTO PAL_SVM_SCORING_TBL VALUES(15,1,1,1,0.5,1,'qid:5');
INSERT INTO PAL_SVM_SCORING_TBL VALUES(16,2,2,0,0.7,1,'qid:5');
INSERT INTO PAL_SVM_SCORING_TBL VALUES(17,1,3,1,1.5,0,'qid:5');
CALL
DM_PAL.PAL_SVM_PREDICT(PAL_SVM_SCORING_TBL,#PAL_CONTROL_TBL,PAL_SVM_MODEL_TBL_EX2
,PAL_SVM_RESULT_TBL) WITH OVERVIEW;
SELECT * FROM PAL_SVM_RESULT_TBL;
Expected Result
238 P U B L I C
SAP HANA Predictive Analysis Library (PAL)
PAL Functions