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Analyse huge amount of blockchain data

I am trying to go over all transactions data from every block on the bitcoin blockchain from the previous 4 years. With almost 2k transaction per block, it will take a lot of queries per block. I have a full node running locally and I tried two ways:

Python with RPC: This is very slow and keeps losing connection after some time (httpx.ReadTimeout)

Python with os.popen commands: Doesn't have the connection problem, but still very slow.

Would there be any other way? Any recommendation on how to analyze bulk data from the blockchain? The methods listed above are unfeasible given the time it would take.

EDIT: The problem isn't memory, but the time the bitcoin node takes to answer the queries.



from Recent Questions - Bitcoin Stack Exchange
November 21, 2022 at 03:58AM

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