Hi Christian,
This is Xingtian from the PAL team. From rev93 as I remember, HANA supports flexible table with 64k columns. PAL can also support table with more than 1000 column. A sample code is attached.
Clustering on sparse data presentation is currently not supported.
SET SCHEMA SYSTEM;
DROP TABLE PAL_KMEANS_DATA;
CREATE COLUMN TABLE PAL_KMEANS_DATA(
"ID" INTEGER,
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) WITH SCHEMA FLEXIBILITY;
DROP TABLE PAL_CONTROL;
CREATE COLUMN TABLE PAL_CONTROL( "NAME" VARCHAR (100), "INTARGS" INTEGER, "DOUBLEARGS" DOUBLE, "STRINGARGS" VARCHAR (100)
);
DROP TABLE PAL_KMEANS_ASSIGNED;
CREATE COLUMN TABLE PAL_KMEANS_ASSIGNED( "ID" INTEGER, "CLUSTER" INTEGER, "DISTANCE" DOUBLE, "SLIGHT_SILHOUETTE" DOUBLE
);
DROP TABLE PAL_KMEANS_CENTERS;
CREATE COLUMN TABLE PAL_KMEANS_CENTERS( "CLUSTER_ID" INTEGER, "V000" DOUBLE, "V001" VARCHAR(2), "V002" DOUBLE
);
DROP TABLE PAL_KMEANS_SIL_CENTERS;
CREATE COLUMN TABLE PAL_KMEANS_SIL_CENTERS( "CLUSTER_ID" INTEGER, "SLIGHT_SILHOUETTE" DOUBLE
);
DROP TABLE PAL_KMEANS_STATISTIC;
CREATE COLUMN TABLE PAL_KMEANS_STATISTIC( "NAME" VARCHAR(50), "VALUE" DOUBLE
);
DROP TABLE PAL_KMEANS_PDATA_TBL;
CREATE COLUMN TABLE PAL_KMEANS_PDATA_TBL("POSITION" INTEGER, "SCHEMA_NAME" NVARCHAR(256), "TYPE_NAME" NVARCHAR(256), "PARAMETER_TYPE" VARCHAR(7));
INSERT INTO PAL_KMEANS_PDATA_TBL VALUES (1, 'SYSTEM', 'PAL_KMEANS_DATA', 'IN');
INSERT INTO PAL_KMEANS_PDATA_TBL VALUES (2, 'SYSTEM', 'PAL_CONTROL', 'IN');
INSERT INTO PAL_KMEANS_PDATA_TBL VALUES (3, 'SYSTEM', 'PAL_KMEANS_ASSIGNED', 'OUT');
INSERT INTO PAL_KMEANS_PDATA_TBL VALUES (4, 'SYSTEM', 'PAL_KMEANS_CENTERS', 'OUT');
INSERT INTO PAL_KMEANS_PDATA_TBL VALUES (5, 'SYSTEM', 'PAL_KMEANS_SIL_CENTERS', 'OUT');
INSERT INTO PAL_KMEANS_PDATA_TBL VALUES (6, 'SYSTEM', 'PAL_KMEANS_STATISTIC', 'OUT');
CALL "SYS".AFLLANG_WRAPPER_PROCEDURE_DROP('SYSTEM', 'PAL_KMEANS_PROC');
CALL "SYS".AFLLANG_WRAPPER_PROCEDURE_CREATE('AFLPAL', 'KMEANS', 'SYSTEM', 'PAL_KMEANS_PROC', PAL_KMEANS_PDATA_TBL);