SAP HANA Predictive Analysis Library (PAL)

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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_AD_DATA_T;
CREATE TYPE PAL_AD_DATA_T AS TABLE(
"ID" INTEGER,
"V000" DOUBLE,
"V001" DOUBLE
);
DROP TYPE PAL_CONTROL_T;
CREATE TYPE PAL_CONTROL_T AS TABLE(
"NAME" VARCHAR (100),
"INTARGS" INTEGER,
"DOUBLEARGS" DOUBLE,
"STRINGARGS" VARCHAR(100)
);
DROP TYPE PAL_AD_RESULT_T;
CREATE TYPE PAL_AD_RESULT_T AS TABLE(
"ID" INTEGER,
"V000" DOUBLE,
"V001" DOUBLE
);
DROP TYPE PAL_AD_STATISTIC_T;
CREATE TYPE PAL_AD_STATISTIC_T AS TABLE(
"ID" INTEGER,
"CLUSTER_ID" INTEGER,
"SCORE" DOUBLE
);
DROP TYPE PAL_AD_CENTERS_T;
CREATE TYPE PAL_AD_CENTERS_T AS TABLE(
"CLUSTER_ID" INTEGER,
"V000" DOUBLE,
"V001" DOUBLE
);
DROP TABLE PAL_AD_PDATA_TBL;
CREATE COLUMN TABLE PAL_AD_PDATA_TBL(
"POSITION" INT,
"SCHEMA_NAME" NVARCHAR(256),
"TYPE_NAME" NVARCHAR(256),
"PARAMETER_TYPE" VARCHAR(7)
);
INSERT INTO PAL_AD_PDATA_TBL VALUES (1, 'DM_PAL', 'PAL_AD_DATA_T', 'IN');
INSERT INTO PAL_AD_PDATA_TBL VALUES (2, 'DM_PAL', 'PAL_CONTROL_T', 'IN');
INSERT INTO PAL_AD_PDATA_TBL VALUES (3, 'DM_PAL', 'PAL_AD_RESULT_T', 'OUT');
INSERT INTO PAL_AD_PDATA_TBL VALUES (4, 'DM_PAL', 'PAL_AD_STATISTIC_T', 'OUT');
INSERT INTO PAL_AD_PDATA_TBL VALUES (5, 'DM_PAL', 'PAL_AD_CENTERS_T', 'OUT');
CALL SYS.AFLLANG_WRAPPER_PROCEDURE_DROP('DM_PAL', 'PAL_ANOMALY_DETECTION_PROC');
CALL SYS.AFLLANG_WRAPPER_PROCEDURE_CREATE('AFLPAL', 'ANOMALYDETECTION',
'DM_PAL', 'PAL_ANOMALY_DETECTION_PROC', PAL_AD_PDATA_TBL);
DROP TABLE PAL_AD_DATA_TBL;
CREATE COLUMN TABLE PAL_AD_DATA_TBL LIKE PAL_AD_DATA_T;
INSERT INTO PAL_AD_DATA_TBL VALUES (0 , 0.5, 0.5);
INSERT INTO PAL_AD_DATA_TBL VALUES (1 , 1.5, 0.5);
INSERT INTO PAL_AD_DATA_TBL VALUES (2 , 1.5, 1.5);
INSERT INTO PAL_AD_DATA_TBL VALUES (3 , 0.5, 1.5);
INSERT INTO PAL_AD_DATA_TBL VALUES (4 , 1.1, 1.2);
INSERT INTO PAL_AD_DATA_TBL VALUES (5 , 0.5, 15.5);
INSERT INTO PAL_AD_DATA_TBL VALUES (6 , 1.5, 15.5);
INSERT INTO PAL_AD_DATA_TBL VALUES (7 , 1.5, 16.5);
INSERT INTO PAL_AD_DATA_TBL VALUES (8 , 0.5, 16.5);
INSERT INTO PAL_AD_DATA_TBL VALUES (9 , 1.2, 16.1);
INSERT INTO PAL_AD_DATA_TBL VALUES (10, 15.5, 15.5);
INSERT INTO PAL_AD_DATA_TBL VALUES (11, 16.5, 15.5);
INSERT INTO PAL_AD_DATA_TBL VALUES (12, 16.5, 16.5);
INSERT INTO PAL_AD_DATA_TBL VALUES (13, 15.5, 16.5);
INSERT INTO PAL_AD_DATA_TBL VALUES (14, 15.6, 16.2);
36 P U B L I C
SAP HANA Predictive Analysis Library (PAL)
PAL Functions