Knot in boob?

I have a pea sized knot in my left boob. I noticed this when I started massaging my boobs before pumping a couple weeks ago, but it hasn’t gone away. I just noticed maybe 3 weeks ago, but not sure if its been there longer. Why has it not gone away?