It happened just after 9 p.m. on Myrtle Avenue in Bedford-Stuyvesant.
The NYPD says two suspects fired at police and officers returned fire.
No one was shot.
One suspect is now in custody. The other remains on the loose.
Two officers were taken to the hospital for ringing in their ears.
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