You can unpublish your products by making them unavailable to the Rakuten Ichiba (JP) sales channel.
- Go to "All products" in your Shopify Admin
- Click on "Select all products" checkbox below the search filter
- Click on "Actions -> Make products unavailable"
- Select "Rakuten Ichiba (JP)"
- Click on "Make products unavailable"