DB Partitioning

This node split rows from a DB Data table. The dialog enables you to specify the number of rows to split and the splitting strategy.

The created partitions might overlap depending on the database and the selected sampling option. KNIME is not storing the data of the first partition in any way but is executing the query that represents the first partition also as part of the query to retrieve the second partition. If the query that defines the first partition returns a different result for each execution the two partitions might overlap. This is most likely the case for random sampling without a fixed seed.

Options

Absolute: Specify the absolute number of rows in the sample. If there are less rows than specified, all rows are used.
Relative: The percentage of the number of rows in the DB Data table to extract. Must be between 0 and 100, inclusively.
Take from top: This mode selects the top most rows of the table. Note that the order of the rows depends on the connected database.
Draw randomly: Sample rows in random order if the connected database supports random sampling.
Note that this method might be very slow for large database tables.
Stratified sampling: Check this button if you want stratified sampling, i.e. the distribution of values in the selected column is (approximately) retained in the output table.
Random seed: Check this option if you want to provide a seed number for random sampling.
The two partitions most likely will overlap if you do not provide a fixed seed for random sampling.

Input Ports

: DB Data to apply database sampling.

Output Ports

: First DB Data partition with sampled rows.
: Second DB Data partition with sampled rows.

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Installation

To use this node in KNIME, install the extension KNIME Database from the below update site following our NodePit Product and Node Installation Guide:

v5.4

A zipped version of the software site can be downloaded here.

Plugin provider: KNIME AG, Zurich, Switzerland

Plugin version: 5.4.0.v202410281607

On NodePit since: 2024-12-06

Last update: 2024-12-21

KNIME versions: Since v3.7

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