Sparks are a special reagent used for high-end equipment crafts. They are found in limited quantities as each season progresses. At the start of a season a new, unique Spark can be found.
If you fall behind on acquiring Sparks, you may find them by completing max-level content such as Delves, Mythic Plus, Raids, Instanced PvP, and some outdoor events.