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I found this open question online. How do you process a large data file with size such as 10G?
This should be an interview question. Is there a systematic way to answer this type of question?
If you’re interested you should check out Hadoop and MapReduce which are created with big (BIG) datasets in mind.
Otherwise chunking or streaming the data is a good way to reduce the size in memory.