You could try substituting .click() with .send_keys("\n"), which is equivalent to “Pressing enter while focusing on an element”.
So this:
driver.find_element_by_link_text('PurchaseOrder').click()
would become this:
driver.find_element_by_link_text('PurchaseOrder').send_keys("\n")