Python:How to progressively load one large parquet file from hard disk for tensorflow-autoencoder batch training in a local machine?

Question

I have a parquet file of size 2GB. It contains 700Million rows. I would like to progressively load the parquet file from the hard disk and feed them to tensorflow-autoencode