How to automatically mark a product as out of stock when the vendor no longer carries this item

When a vendor no longer includes a product/SKU in the inventory Spark Shipping can automatically mark that product a 0 quantity/out of stock.

To do this check the following:

Vendor -> Inventory -> Edit -> Advanced -> Assume 0 inventory for SKUs that are mapped but not present