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json rpc – Analyse large quantity of blockchain information


I’m attempting to go over all transactions information from each block on the bitcoin blockchain from the earlier 4 years. With nearly 2k transaction per block, it should take a variety of queries per block. I’ve a full node operating regionally and I attempted two methods:

Python with RPC: That is very sluggish and retains shedding connection after a while (httpx.ReadTimeout)

Python with os.popen instructions: Would not have the connection drawback, however nonetheless very sluggish.

Would there be every other approach? Any advice on analyze bulk information from the blockchain? The strategies listed above are unfeasible given the time it will take.

EDIT: The issue is not reminiscence, however the time the bitcoin node takes to reply the queries.

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