Currently Azure Tables are not supported. Only Azure blobs support the HDFS interface required by Hadoop & Spark.
Jose Parra
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Nathan Bijnens
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You can use following library:
https://github.com/mooso/azure-tables-hadoop
Just use it as a sc.hadoopRDD.
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