Data Wrangler PCA Error Py4JJavaError: breeze.linalg.NotConvergedException

I added PCA to my flow, I chose the numeric values, added a value for components and clicked preview. This error pops up: OperatorCustomerError: Py4JJavaError: breeze.linalg.NotConvergedException: I do not know what it means and I have searched for answers and have not found anything that applies to my issue.

I just wanted to update that if I choose 2 attributes, any two that are numeric, and I choose 2 components it will work. As soon as I choose a third I get the error. I chose 2 different ones and tried it multiple times with success, but a third and I get the error.