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.