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LuceneRDD will not help you in this scenario. However, if you do have the data that created the prebuilt Lucene index, then LuceneRDD might be of help. You can create a "sharded" Lucene index on which you can process your large corpus data with.
I have a Lucene index which I'd like to use to process a large corpus of data with.
Is it possible with this library to load in a prebuilt Lucene index and then process the data against it?
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