7.00.02 - Output - Aster Analytics

Teradata Aster® Analytics Foundation User GuideUpdate 2

Product
Aster Analytics
Release Number
7.00.02
Published
September 2017
Content Type
Programming Reference
User Guide
Publication ID
B700-1022-700K
Language
English (United States)
Last Update
2018-04-17

The DWT function outputs a message that indicates whether the function succeeded, an output table of transformed (decomposed) sequences, and a meta table of wavelet-related information.

DWT Output Message
Column Name Data Type Description
messages VARCHAR Message that indicates whether the function was successful.
DWT Output Table Schema
Column Name Data Type Description
partition_column Inherited from input table column with same name Sequence identifier of the sequence to which the data belongs. Rows with the same partition column values belong to the same sequence.

The output table has a partition_column for every partition_column in the input table.

If the input table has multiple partition columns, the first one is the distribute key in both the input and output tables.

If the input table has only one partition_column, the output table has as its distribute key a function-generated column named dwt_idrandom_name. Every cell of dwt_idrandom_name has the value 1.

waveletid INTEGER Index of each wavelet coefficient (starting from 1 for each sequence).
waveletcomponent VARCHAR Component to which the coefficient belongs. Possible values are A n , D n , D n-1 , ..., D 1, where n is the wavelet transform level.
input_column DOUBLE PRECISION Coefficient of the corresponding input column after the wavelet transform.

The output table has an input_column for every input_column in the input table.

DWT Meta Table Schema
Column Name Data Type Description
partition_column Inherited from input table column with same name Contains the sequence identifier of the sequence to which the data belongs. Rows with the same partition column values belong to the same sequence.

The meta table has a partition_column for every partition_column in the input table.

If the input table has multiple partition columns, the first one is the distribute key in both the input and meta tables.

If the input table has only one partition_column, the meta table has as its distribute key a function-generated column named dwt_idrandom_name. Every cell of dwt_idrandom_name has the value 1.

meta VARCHAR Meta information name from the following table.
content VARCHAR Meta information that corresponds to the meta name (see the following table).

The following table summarizes the information that the meta table contains for each sequence.

DWT Meta Information for Each Sequence
meta content
blocklength Length of each component after transformation, from A n to D 1. For example: 8, 8, 13
length Length of the sequence before transformation. For example: 24
waveletname Name of the wavelet used in the transformation. For example: db2
lowpassfilter Low-pass filter used in the decomposition of the wavelet.
highpassfilter High-pass filter used in the decomposition of the wavelet.
ilowpassfilter Low-pass filter used in the reconstruction of the wavelet.
ihighpassfilter High-pass filter used in the reconstruction of the wavelet.
level Level of wavelet transform performed.
extensionmode Extension mode used in the wavelet transform.