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Have you had a look into plain text accounting like e.g. https://beancount.github.io/ ?
Also written in Python, loads of tooling around it. Might be even good to “just” as the database.
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a more popular project.
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- Accounting for Computer Scientists – Martin Kleppmann's Blog