A data engineer needs to store logs from multiple chat platforms for a user feedback initiative. The logs often contain inconsistent information and unpredictable text fields. Which storage approach is suitable for logs that do not have a standard layout?
A column-based platform that arranges data using a table layout
A system that relies on references across related data sets
A repository that requires a fixed primary key for each record
A arrangement that can handle data without an enforced schema
A flexible arrangement that can handle data without an enforced schema is suitable for logs that vary in their fields. Methods requiring strict columns or relationships do not adapt well to inconsistent formats. The flexible method works well for text-based information that may include varying elements.
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