From a cooking perspective, a pickle is a cucumber that is preserved in salt water or vinegar - dill pickles, gherkin pickles, bread and butter pickles, sweet pickles, cornichons, sour pickles, kosher pickles and refrigerator pickles are most commonly used in this recipe.