TD_ScaleFit Input - Teradata Vantage

Teradata® VantageCloud Lake
Deployment
VantageCloud
Edition
Lake
Product
Teradata Vantage
Published
January 2023
Language
English (United States)
Last Update
2024-04-03
dita:mapPath
phg1621910019905.ditamap
dita:ditavalPath
pny1626732985837.ditaval
dita:id
phg1621910019905

Dense Input

InputTable Schema
Column Name Data Type Description
PartitionColumns BYTEINT, SMALLINT, INTEGER, BIGINT, VARCHAR, CHAR Columns on which to partition the input.
TargetColumns NUMERIC Column to be scaled.
ParameterTable Schema
Column Name Data Type Description
PartitionColumns BYTEINT, SMALLINT, INTEGER, BIGINT, VARCHAR, CHAR Columns on which to partition the input.
PARAMETER_COLUMN VARCHAR Name of the parameter.
VALUE_COLUMN VARCHAR Value or values of the parameter. Parameter values can be specified as single quoted strings separated by a comma or as unquoted strings separated by a comma.

If any parameter value contains a comma, it must be enclosed within single quotes.
AttributeTable Schema
Column Name Data Type Description
PartitionColumns BYTEINT, SMALLINT, INTEGER, BIGINT, VARCHAR, CHAR Columns on which to partition the input.
ATTRIBUTE_COLUMN VARCHAR Name of the attribute or feature.

Sparse Input

InputTable Schema
Column Name Data Type Description
PartitionColumns BYTEINT, SMALLINT, INTEGER, BIGINT, VARCHAR, CHAR Columns on which to partition the input.
AttributeNameColumn VARCHAR Column containing attribute names.
AttributeValueColumn BYTEINT, SMALLINT,INTEGER,BIGINT, DECIMAL/NUMERIC, FLOAT, REAL, DOUBLE PRECISION Column containing attribute values.
ParameterTable Schema - Type 1
Column Name Data Type Description
PartitionColumns BYTEINT, SMALLINT, INTEGER, BIGINT, VARCHAR, CHAR Columns on which to partition the input.
PARAMETER_COLUMN VARCHAR Name of the parameter.
VALUE_COLUMN VARCHAR Value or values of the parameter.

You can specify the parameter values as single quoted strings separated by comma or as un-quoted strings separated by comma.

  • If any parameter value contains comma, then it must be enclosed within single quotes.
  • If multiple parameter values are specified, then maximum number of allowed parameter values is 2048.
ParameterTable Schema - Type 2
Column Name Data Type Description
PartitionColumns BYTEINT, SMALLINT, INTEGER, BIGINT, VARCHAR, CHAR Columns on which to partition the input.
ATTRIBUTE_COLUMN VARCHAR Name of the attribute or feature.
PARAMETER_COLUMN VARCHAR Name of the parameter.
VALUE_COLUMN VARCHAR Value of the parameter.
AttributeTable Schema
Column Name Data Type Description
PartitionColumns BYTEINT, SMALLINT, INTEGER, BIGINT, VARCHAR, CHAR Columns on which to partition the input.
ATTRIBUTE_COLUMN VARCHAR Name of the attribute or feature.