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We update the table schema as we run into new fields, up to a limit. We also store the unstructured part of the data in a column that can be queried via json_extract_path_text.

Amplitude here - Most of our dashboards are powered separately from Redshift. We offer Redshift access as a way for our customers to answer more complex questions not offered by th…