SAP HANA Predictive Analysis Library (PAL)

Assume that:
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DM_PAL is a schema belonging to USER1; and
USER1 has been assigned the AFLPM_CREATOR_ERASER_EXECUTE role; and
USER1 has been assigned the AFL__SYS_AFL_AFLPAL_EXECUTE or
AFL__SYS_AFL_AFLPAL_EXECUTE_WITH_GRANT_OPTION role.
SET SCHEMA DM_PAL;
DROP TYPE PAL_GRUBBS_DATA_T;
CREATE TYPE PAL_GRUBBS_DATA_T AS TABLE(
"ID" INTEGER,
"VAL" DOUBLE
);
DROP TYPE PAL_GRUBBS_CONTROL_T;
CREATE TYPE PAL_GRUBBS_CONTROL_T AS TABLE(
"NAME" VARCHAR(100),
"INTARGS" INTEGER,
"DOUBLEARGS" DOUBLE,
"STRINGARGS" VARCHAR (100)
);
DROP TYPE PAL_GRUBBS_OUTLIERS_T;
CREATE TYPE PAL_GRUBBS_OUTLIERS_T AS TABLE(
"ID" INTEGER,
"SOURCE_ID" INTEGER,
"VALUE" DOUBLE
);
DROP TYPE PAL_GRUBBS_STATISTICS_T;
CREATE TYPE PAL_GRUBBS_STATISTICS_T AS TABLE(
"ID" INTEGER,
"NAME" VARCHAR(50),
"VALUE" DOUBLE
);
DROP TABLE PAL_GRUBBS_PDATA_TBL;
CREATE COLUMN TABLE PAL_GRUBBS_PDATA_TBL(
"POSITION" INT,
"SCHEMA_NAME" NVARCHAR(256),
"TYPE_NAME" NVARCHAR(256),
"PARAMETER_TYPE" VARCHAR(7)
);
INSERT INTO PAL_GRUBBS_PDATA_TBL VALUES (1, 'DM_PAL', 'PAL_GRUBBS_DATA_T', 'IN');
INSERT INTO PAL_GRUBBS_PDATA_TBL VALUES (2, 'DM_PAL', 'PAL_GRUBBS_CONTROL_T',
'IN');
INSERT INTO PAL_GRUBBS_PDATA_TBL VALUES (3, 'DM_PAL', 'PAL_GRUBBS_OUTLIERS_T',
'OUT');
INSERT INTO PAL_GRUBBS_PDATA_TBL VALUES (4, 'DM_PAL', 'PAL_GRUBBS_STATISTICS_T',
'OUT');
CALL "SYS".AFLLANG_WRAPPER_PROCEDURE_DROP('DM_PAL', 'PAL_GRUBBS_PROC');
CALL "SYS".AFLLANG_WRAPPER_PROCEDURE_CREATE('AFLPAL', 'GRUBBSTEST', 'DM_PAL',
'PAL_GRUBBS_PROC', PAL_GRUBBS_PDATA_TBL);
DROP TABLE PAL_GRUBBS_DATA_TBL;
CREATE COLUMN TABLE PAL_GRUBBS_DATA_TBL LIKE PAL_GRUBBS_DATA_T;
INSERT INTO PAL_GRUBBS_DATA_TBL VALUES (100, 4.254843);
INSERT INTO PAL_GRUBBS_DATA_TBL VALUES (200, 0.135000);
INSERT INTO PAL_GRUBBS_DATA_TBL VALUES (300, 11.072257);
INSERT INTO PAL_GRUBBS_DATA_TBL VALUES (400, 14.797838);
INSERT INTO PAL_GRUBBS_DATA_TBL VALUES (500, 12.125133);
INSERT INTO PAL_GRUBBS_DATA_TBL VALUES (600, 14.265839);
INSERT INTO PAL_GRUBBS_DATA_TBL VALUES (700, 7.731352);
INSERT INTO PAL_GRUBBS_DATA_TBL VALUES (800, 6.856739);
INSERT INTO PAL_GRUBBS_DATA_TBL VALUES (900, 15.094403);
INSERT INTO PAL_GRUBBS_DATA_TBL VALUES (101, 8.149382);
INSERT INTO PAL_GRUBBS_DATA_TBL VALUES (201, 9.160144);
DROP TABLE #PAL_CONTROL_TBL;
CREATE LOCAL TEMPORARY COLUMN TABLE #PAL_CONTROL_TBL (
"NAME" VARCHAR(100),
"INTARGS" INTEGER,
SAP HANA Predictive Analysis Library (PAL)
PAL Functions P U B L I C 517