Ambulances were responding to the 300 block of S. Market Street on a shooting report.
One officer was shot in the arm and another was struck in the hand, officials said.
Police say officers initially responded after a man entered the Church of Scientology on Market Street wielding a sword.
DEVELOPING: This story will be updated.
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