Place the canola oil in a small, deep pot. Heat over high heat, making sure the oil doesn’t get too hot. If the oil begins to smoke, it’s too hot. Lower the temperature a bit. While the oil heats up, remove the artichokes from the water, one by one. Dry them with a kitchen towel.