This is an implementation of Spell method (Du and Li, 2016) by LogPAI team. Original source code can be found here.
Du, M., & Li, F. (2016). Spell: Streaming parsing of system event logs. In 16th IEEE International Conference on Data Mining (ICDM). pp. 859-864.