diff --git a/erpnext/accounts/doctype/purchase_invoice/purchase_invoice.js b/erpnext/accounts/doctype/purchase_invoice/purchase_invoice.js
index b5c1cd7..2bfa4a5 100644
--- a/erpnext/accounts/doctype/purchase_invoice/purchase_invoice.js
+++ b/erpnext/accounts/doctype/purchase_invoice/purchase_invoice.js
@@ -141,6 +141,8 @@
 				}
 			});
 		}
+
+		this.frm.set_df_property("tax_withholding_category", "hidden", doc.apply_tds ? 0 : 1);
 	},
 
 	unblock_invoice: function() {
diff --git a/erpnext/accounts/doctype/purchase_invoice/purchase_invoice.py b/erpnext/accounts/doctype/purchase_invoice/purchase_invoice.py
index 7b1062f..b4ee7c9 100644
--- a/erpnext/accounts/doctype/purchase_invoice/purchase_invoice.py
+++ b/erpnext/accounts/doctype/purchase_invoice/purchase_invoice.py
@@ -132,6 +132,11 @@
 		if not self.due_date:
 			self.due_date = get_due_date(self.posting_date, "Supplier", self.supplier, self.company,  self.bill_date)
 
+		tds_category = frappe.db.get_value("Supplier", self.supplier, "tax_withholding_category")
+		if tds_category and not for_validate:
+			self.apply_tds = 1
+			self.tax_withholding_category = tds_category
+
 		super(PurchaseInvoice, self).set_missing_values(for_validate)
 
 	def check_conversion_rate(self):