The tie was initially in doubt because of the impact of Storm Filomena on Madrid in the past couple of weeks, with heavy snowfall in the Spanish capital.
As a result, the match was moved from Butarque to Atletico Madrid's Wanda Metropolitano, which had already held a LaLiga Santander game the previous Tuesday.
It was substitute Lucas Ocampos who settled the tie, which had gone to extra time after a goalless draw in normal time.
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