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SAP HANA Predictive Analysis Library (PAL)

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"TYPE_NAME" NVARCHAR(256),<br />

"PARAMETER_TYPE" VARCHAR(7)<br />

);<br />

INSERT INTO <strong>PAL</strong>_FPGROWTH_PDATA_TBL VALUES (1, 'DM_<strong>PAL</strong>', '<strong>PAL</strong>_FPGROWTH_DATA_T',<br />

'in');<br />

INSERT INTO <strong>PAL</strong>_FPGROWTH_PDATA_TBL VALUES (2, 'DM_<strong>PAL</strong>', '<strong>PAL</strong>_CONTROL_T', 'in');<br />

INSERT INTO <strong>PAL</strong>_FPGROWTH_PDATA_TBL VALUES (3, 'DM_<strong>PAL</strong>', '<strong>PAL</strong>_FPGROWTH_RESULT_T',<br />

'out');<br />

CALL SYS.AFLLANG_WRAPPER_PROCEDURE_DROP('DM_<strong>PAL</strong>', '<strong>PAL</strong>_FPGROWTH_PROC');<br />

CALL SYS.AFLLANG_WRAPPER_PROCEDURE_CREATE('AFL<strong>PAL</strong>', 'FPGROWTH', 'DM_<strong>PAL</strong>',<br />

'<strong>PAL</strong>_FPGROWTH_PROC', <strong>PAL</strong>_FPGROWTH_PDATA_TBL);<br />

DROP TABLE #<strong>PAL</strong>_CONTROL_TBL;<br />

CREATE LOCAL TEMPORARY COLUMN TABLE #<strong>PAL</strong>_CONTROL_TBL (<br />

"NAME" VARCHAR(100),<br />

"INTARGS" INTEGER,<br />

"DOUBLEARGS" DOUBLE,<br />

"STRINGARGS" VARCHAR (100)<br />

);<br />

INSERT INTO #<strong>PAL</strong>_CONTROL_TBL VALUES ('THREAD_NUMBER', 1, null, null);<br />

INSERT INTO #<strong>PAL</strong>_CONTROL_TBL VALUES ('MIN_SUPPORT', null, 0.2, null);<br />

INSERT INTO #<strong>PAL</strong>_CONTROL_TBL VALUES ('MIN_CONFIDENCE', null, 0.5, null);<br />

INSERT INTO #<strong>PAL</strong>_CONTROL_TBL VALUES ('MIN_LIFT', null, 1, null);<br />

INSERT INTO #<strong>PAL</strong>_CONTROL_TBL VALUES ('MAXITEMLENGTH', 5, null, null);<br />

INSERT INTO #<strong>PAL</strong>_CONTROL_TBL VALUES ('MAX_CONSEQUENT', 1, null, null);<br />

INSERT INTO #<strong>PAL</strong>_CONTROL_TBL VALUES ('LHS_RESTRICT', null, null, '1');<br />

INSERT INTO #<strong>PAL</strong>_CONTROL_TBL VALUES ('LHS_RESTRICT', null, null, '2');<br />

INSERT INTO #<strong>PAL</strong>_CONTROL_TBL VALUES ('LHS_RESTRICT', null, null, '3');<br />

INSERT INTO #<strong>PAL</strong>_CONTROL_TBL VALUES ('TIMEOUT', 60, null, null);<br />

DROP TABLE <strong>PAL</strong>_FPGROWTH_RESULT_TBL;<br />

CREATE COLUMN TABLE <strong>PAL</strong>_FPGROWTH_RESULT_TBL LIKE <strong>PAL</strong>_FPGROWTH_RESULT_T;<br />

DROP TABLE <strong>PAL</strong>_FPGROWTH_DATA_TBL;<br />

CREATE COLUMN TABLE <strong>PAL</strong>_FPGROWTH_DATA_TBL LIKE <strong>PAL</strong>_FPGROWTH_DATA_T;<br />

INSERT INTO <strong>PAL</strong>_FPGROWTH_DATA_TBL VALUES (1, 1);<br />

INSERT INTO <strong>PAL</strong>_FPGROWTH_DATA_TBL VALUES (1, 2);<br />

INSERT INTO <strong>PAL</strong>_FPGROWTH_DATA_TBL VALUES (2, 2);<br />

INSERT INTO <strong>PAL</strong>_FPGROWTH_DATA_TBL VALUES (2, 3);<br />

INSERT INTO <strong>PAL</strong>_FPGROWTH_DATA_TBL VALUES (2, 4);<br />

INSERT INTO <strong>PAL</strong>_FPGROWTH_DATA_TBL VALUES (3, 1);<br />

INSERT INTO <strong>PAL</strong>_FPGROWTH_DATA_TBL VALUES (3, 3);<br />

INSERT INTO <strong>PAL</strong>_FPGROWTH_DATA_TBL VALUES (3, 4);<br />

INSERT INTO <strong>PAL</strong>_FPGROWTH_DATA_TBL VALUES (3, 5);<br />

INSERT INTO <strong>PAL</strong>_FPGROWTH_DATA_TBL VALUES (4, 1);<br />

INSERT INTO <strong>PAL</strong>_FPGROWTH_DATA_TBL VALUES (4, 4);<br />

INSERT INTO <strong>PAL</strong>_FPGROWTH_DATA_TBL VALUES (4, 5);<br />

INSERT INTO <strong>PAL</strong>_FPGROWTH_DATA_TBL VALUES (5, 1);<br />

INSERT INTO <strong>PAL</strong>_FPGROWTH_DATA_TBL VALUES (5, 2);<br />

INSERT INTO <strong>PAL</strong>_FPGROWTH_DATA_TBL VALUES (6, 1);<br />

INSERT INTO <strong>PAL</strong>_FPGROWTH_DATA_TBL VALUES (6, 2);<br />

INSERT INTO <strong>PAL</strong>_FPGROWTH_DATA_TBL VALUES (6, 3);<br />

INSERT INTO <strong>PAL</strong>_FPGROWTH_DATA_TBL VALUES (6, 4);<br />

INSERT INTO <strong>PAL</strong>_FPGROWTH_DATA_TBL VALUES (7, 1);<br />

INSERT INTO <strong>PAL</strong>_FPGROWTH_DATA_TBL VALUES (8, 1);<br />

INSERT INTO <strong>PAL</strong>_FPGROWTH_DATA_TBL VALUES (8, 2);<br />

INSERT INTO <strong>PAL</strong>_FPGROWTH_DATA_TBL VALUES (8, 3);<br />

INSERT INTO <strong>PAL</strong>_FPGROWTH_DATA_TBL VALUES (9, 1);<br />

INSERT INTO <strong>PAL</strong>_FPGROWTH_DATA_TBL VALUES (9, 2);<br />

INSERT INTO <strong>PAL</strong>_FPGROWTH_DATA_TBL VALUES (9, 3);<br />

INSERT INTO <strong>PAL</strong>_FPGROWTH_DATA_TBL VALUES (10, 2);<br />

INSERT INTO <strong>PAL</strong>_FPGROWTH_DATA_TBL VALUES (10, 3);<br />

INSERT INTO <strong>PAL</strong>_FPGROWTH_DATA_TBL VALUES (10, 5);<br />

DELETE FROM <strong>PAL</strong>_FPGROWTH_RESULT_TBL;<br />

CALL DM_<strong>PAL</strong>.<strong>PAL</strong>_FPGROWTH_PROC(<strong>PAL</strong>_FPGROWTH_DATA_TBL, #<strong>PAL</strong>_CONTROL_TBL,<br />

<strong>PAL</strong>_FPGROWTH_RESULT_TBL) WITH OVERVIEW;<br />

SELECT * FROM <strong>PAL</strong>_FPGROWTH_RESULT_TBL ORDER BY PRERULE, POSTRULE, SUPPORT,<br />

CONFIDENCE, LIFT;<br />

Expected Result<br />

308 P U B L I C<br />

<strong>SAP</strong> <strong>HANA</strong> <strong>Predictive</strong> <strong>Analysis</strong> <strong>Library</strong> (<strong>PAL</strong>)<br />

<strong>PAL</strong> Functions

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