How to find the least combination of tables which will cover all the column in a column -table data using Python?

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I have a table with 2 columns tablename and columnname, where the same column can be present in multiple tables. I'm looking for the least combination of tables where I can cover all columns. I tried greedy sets but it is taking a lot of time.

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