Which tool would you recommend to this colleague?

While having a discussion with your colleague, this person mentions that they want to perform Kmeans clustering on text file data stored in HDFS.
Which tool would you recommend to this colleague?

A.
Mahout

B.
HBase

C.
Scribe

D.
Sqoop