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[FEATURE] Support loading of newly added columns without full table reload #181

@IuliaCaravasile

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@IuliaCaravasile

Description

Currently, when we add new columns to the include list for a table, the system triggers a full reload ( via reload-requested) for the entire table. This can be costly in terms of processing time and storage.

Feature Proposal:
Enable support for partial reloading when only new columns are added.

Possible solution

Based on discussion with George, the idea is to:

-> identify which columns are newly added compared to the previous schema

-> perform a reload that fetches only the primary key (PK) and the newly added columns

-> Use this data to update the target table in place instead of replacing the entire dataset.

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