Which tool would you recommend to this colleague?

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

A.
Mahout

B.
HBase

C.
Scribe

D.
Sqoop