collectAsMap
Return the key-value pairs in this RDD to the master as a Map.
Warning: this doesn't return a multimap (so if you have multiple values to the same key, only one value per key is preserved in the map returned)
Note: this method should only be used if the resulting data is expected to be small, as all the data is loaded into the driver's memory.