Computing cosine similiarity using pyspark

[jamal sasha]

Hi,
  I have bunch of vectors like
[0.1234,-0.231,0.23131]
.... and so on.

and  I want to compute cosine similarity and pearson correlation using
pyspark..
How do I do this?
Any ideas?
Thanks