Date formatting in Superset with MySQL

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I have connected my MySQL DB to Superset and I can generate slices and dashboards. So far so good. Now when I add a Table View the dates are formatted as follows:

1500508800000

In the database they are stored as Date type as follows:

2014-06-23

In the slice editor I have set the Table Timestamp Format to:

%Y-%m-%d | 2019-01-14

The date is still not formatted. Is there something I need to do on the database side?

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