This question is about
aircraft performance? Not only must an aircraft be able to take off safely from
the airfield it is operating from but regulations state that is must also be
able meet a minimum value of climb performance.
Yes with it being hot, high and humid the aircraft might eventual take off from
the long runway but its performance will be degraded (less dense air means
reduced thrust and higher true airspeeds) for the take off climb.