For those curious I used the JavaSparkContext and got access to an
AvroSequenceFile (wrapper around Sequence File) using the following:
file = sc.newAPIHadoopFile("<hdfs path to my file>",
AvroSequenceFileInputFormat.class, AvroKey.class, AvroValue.class,
new Configuration())
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