This node uploads interaction data to the Amazon Personalize space.
input table must contain at least two string columns that contain
user IDs and item IDs and one numeric column that contains
timestamps. Optionally, columns containing event types and event
values can be selected. Metadata columns are not required but can be
included as well (string or
First, this node uploads the data
to a specified S3
there, it will be imported to
Personalize. The import
several minutes. If the import is
done, the file will be
S3 afterwards since it is not needed
To create a model with Amazon Personalize, you can also upload users and items data to the same data group. Only the interactions data is required. Once you have uploaded all the data, you can create a solution with the Amazon Personalize Create Solution Version node and afterwards deploy the solution by creating a campaign with the Amazon Personalize Create Campaign node.
More information is available on the website or in the documentation.
Note: If the node execution is interrupted during the import, e.g. by the user or due to lost of internet connection, the import will still be completed on AWS, although the node does not execute successfully. The file on S3 may not be deleted in this case.
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To use this node in KNIME, install the extension KNIME Amazon Machine Learning Integration from the below update site following our NodePit Product and Node Installation Guide:
A zipped version of the software site can be downloaded here.
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