The second penumbral eclipse of 2020 will occur post-midnight of June 5. Although you can watch it by live streaming if not directly, the penumbral lunar eclipse is not a rare occurrence. The next such celestial event is happening exactly a month later, ie July 5. Although, the one in next month won't be visible to people in India.