Police said they were called to the scene at 5:12 p.m. The woman is believed to be in her 40s.
Lt. Larry Crowson with the Houston Police Department said they believe the crime was a targeted offense, and they do not believe there is any danger to the public.
No one is in custody at this time, but Crowson said they believe they know who the suspect is.
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Christian Terry covered digital news in Tyler and Wichita Falls before returning to the Houston area where he grew up. He is passionate about weather and the outdoors and often spends his days off on the water fishing.