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Fri Sep 26 19:39:59 EDT 2003 · https://mail.python.org/pipermail/python-dev/2003-September/038353.html

> For long-running SpamBayes apps like pop3proxy and the
> Outlook plugin, pickles make sense if shared access to the scoring database
> is not needed.

Combine that with data event/change logging and you have effectively the
same thing as what many apps think they need to use a database library
for.  Replay the entire log of data changes internally on infrequent app
startup to generate your internal state.  when the log file is getting to
big, write a full state snapshot and continue logging changes from it.
no need to save the entire pickle everytime something changes.

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