SparkML pipelines and error recovery

[Fatma Ozcan]

Trying to understand how Spark ML pipelines work in case of failures. If I
have multiple transformers and one of them fails, will the lineage based
recovery of rdd's automatically kick in?

Thanks,
Fatma