The incident happened around 2 p.m. at Rockaway Parkway and Shore Parkway in the Canarsie section.
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Shots were fired after an attempted traffic stop at the location, according to officials.
Officers were attempting to pull over a vehicle possibly connected to a previous shooting.
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The officers were taken to nearby hospitals in stable condition.
Newcopter 7 was over the scene where dozens of police officers and detectives were combing the scene for evidence.
Two suspects, a man and a woman, fled in a black Mercedes going eastbound on Rockaway Parkway before they abandoned it at Pennsylvania Avenue and Seaview Avenue.
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No arrests have been made and the investigation is ongoing.
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