CODEWITHSUNDEEP
hana
Houssem Hariz
Houssem Hariz

Reputation: 55

SAP Automated Predictive Library with Timestamp type instead Date

I would like to perform some analysis like regression/classification, clustering, or timeseries with the Automated Predictive Library APL.

I have a table with Timestamp type (23.09.2011 19:30:00.0, 23.09.2011 19:45:00.0, 23.09.2011 20:00:00.0...) I create a model with APL but I got empty table for "MODEL_TRAIN_BIN", "OPERATION_LOG", "SUMMARY" and "INDICATORS"

I tried train and apply but I got this error:

[APL error] Automated Analytics error (-2147024809): phase 'KxCPPInterf::IKxenModel::sendMode()' [[Root[7f2c5ed9f800]:The date variable (ZEITSTEMPEL) is not valid. It is constant. ]]

I would like to know if we can perform the timeseries with a Timestamp type or should we use only Date variable.

Thanks in advance

Here is the SQL:

  drop type IST_VERBRAUCH_T;  
create type IST_VERBRAUCH_T as table (  
  "ZEITSTEMPEL" TIMESTAMP,  
  "IST_VERBRAUCH" DECIMAL(10,3)  
);  
-- --------------------------------------------------------------------------  
-- Create table type for the forecast output  
-- --------------------------------------------------------------------------  
drop type IST_VERBRAUCH_OUT_T;  
create type IST_VERBRAUCH_OUT_T as table (  
  "ZEITSTEMPEL" TIMESTAMP,  
  "IST_VERBRAUCH" DECIMAL(10,3),  
  "kts_1" DOUBLE  
);  
-- --------------------------------------------------------------------------  
-- Create AFL wrappers for the APL function  
-- --------------------------------------------------------------------------  
-- the AFL wrapper generator needs the signature of the expected stored proc  
drop table FORECAST_SIGNATURE;  
create column table FORECAST_SIGNATURE like PROCEDURE_SIGNATURE_T;  
insert into FORECAST_SIGNATURE values (1, 'USER_APL','FUNCTION_HEADER_T', 'IN');  
insert into FORECAST_SIGNATURE values (2, 'USER_APL','OPERATION_CONFIG_T', 'IN');  
insert into FORECAST_SIGNATURE values (3, 'USER_APL','VARIABLE_DESC_T', 'IN');  
insert into FORECAST_SIGNATURE values (4, 'USER_APL','VARIABLE_ROLES_T', 'IN');  
insert into FORECAST_SIGNATURE values (5, 'USER_APL','IST_VERBRAUCH_T', 'IN');  
insert into FORECAST_SIGNATURE values (6, 'USER_APL','IST_VERBRAUCH_OUT_T', 'OUT');  
insert into FORECAST_SIGNATURE values (7, 'USER_APL','OPERATION_LOG_T', 'OUT');  
insert into FORECAST_SIGNATURE values (8, 'USER_APL','SUMMARY_T', 'OUT');  
insert into FORECAST_SIGNATURE values (9, 'USER_APL','INDICATORS_T', 'OUT');  
call SYS.AFLLANG_WRAPPER_PROCEDURE_DROP('USER_APL','APLWRAPPER_FORECAST');  
call SYS.AFLLANG_WRAPPER_PROCEDURE_CREATE('APL_AREA','FORECAST','USER_APL', 'APLWRAPPER_FORECAST', FORECAST_SIGNATURE);  
-- --------------------------------------------------------------------------  
-- Create the input/output tables used as arguments for the APL function  
-- --------------------------------------------------------------------------  
drop table FUNC_HEADER;  
create table FUNC_HEADER like FUNCTION_HEADER_T;  
insert into FUNC_HEADER values ('Oid', '#42');  
insert into FUNC_HEADER values ('LogLevel', '8');  
-- Create a view which contains the sorted dataset  
drop view IST_VERBRAUCH_SORTED;  
create view IST_VERBRAUCH_SORTED as select "ZEITSTEMPEL","IST_VERBRAUCH" from POC_ENVIAM_APP.IST_VERBRAUCH order by "ZEITSTEMPEL" asc;  
drop table FORECAST_CONFIG;  
create table FORECAST_CONFIG like OPERATION_CONFIG_T;  
insert into FORECAST_CONFIG values ('APL/Horizon', '21');  
insert into FORECAST_CONFIG values ('APL/TimePointColumnName', 'ZEITSTEMPEL');  
insert into FORECAST_CONFIG values ('APL/LastTrainingTimePoint', '23.09.2011 19:30:00.0');  
drop table VARIABLE_DESC;  
create table VARIABLE_DESC like VARIABLE_DESC_T;  
drop table VARIABLE_ROLES;  
create table VARIABLE_ROLES like VARIABLE_ROLES_T;  
insert into VARIABLE_ROLES values ('ZEITSTEMPEL', 'input');  
insert into VARIABLE_ROLES values ('IST_VERBRAUCH', 'target');  
drop table FORECAST_OUT;  
create table FORECAST_OUT like IST_VERBRAUCH_OUT_T;  
drop table OPERATION_LOG;  
create table OPERATION_LOG like OPERATION_LOG_T;  
drop table SUMMARY;  
create table SUMMARY like SUMMARY_T;  
drop table INDICATORS;  
create table INDICATORS like INDICATORS_T;  
-- --------------------------------------------------------------------------  
-- Execute the APL function using its AFL wrapper and the actual input/output tables  
-- --------------------------------------------------------------------------  
call APLWRAPPER_FORECAST(FUNC_HEADER, FORECAST_CONFIG, VARIABLE_DESC, VARIABLE_ROLES, USER_APL.IST_VERBRAUCH_SORTED, FORECAST_OUT, OPERATION_LOG, SUMMARY, INDICATORS) with overview;  
select * from "USER_APL"."FORECAST_OUT" order by "ZEITSTEMPEL" asc;  
select * from "USER_APL"."OPERATION_LOG";  
select * from "USER_APL"."SUMMARY";  
select * from "USER_APL"."INDICATORS";

Upvotes: 0

Views: 244

Answers (1)

Lars Br.
Lars Br.

Reputation: 10388

This has been discussed and answered here http://scn.sap.com/thread/3936133.

Upvotes: 1

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