As simple as that. Indeed, the spark jar i was linking to wasn't the mapr version. I just added spark-assembly-0.9.1-hadoop1.0.3-mapr-3.0.3.jar to the lib directory of my project as a unmanaged dependency for sbt. Thank you Cafe au Lait and to all of you guys.
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