HSN Code not visible in Purchase order tax breakup

for Sales Invoice, erpnext/regional/india/utils get_itemised_tax_breakup_data use gst_hsn_code from the Sales Invoice Item. as seen below the items do not have gst_hsn_code set.

Anyone facing this issue of gst_hsn_code not set in Sales Invoice Items ?