Update table values from another table with the same user name

As long as you have suitable indexes in place this should work alright:

UPDATE table_a
SET
      column_a_1 = (SELECT table_b.column_b_1 
                            FROM table_b
                            WHERE table_b.user_name = table_a.user_name )
    , column_a_2 = (SELECT table_b.column_b_2
                            FROM table_b
                            WHERE table_b.user_name = table_a.user_name )
WHERE
    EXISTS (
        SELECT *
        FROM table_b
        WHERE table_b.user_name = table_a.user_name
    )

UPDATE in sqlite3 did not support a FROM clause for a long time, which made this a little more work than in other RDBMS. UPDATE FROM was implemented in SQLite 3.33 however (2020-08-14) as mentioned at: https://stackoverflow.com/a/63079219/895245

If performance is not satisfactory, another option might be to build up new rows for table_a using a select and join with table_a into a temporary table. Then delete the data from table_a and repopulate from the temporary.

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