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danthedaniel avatar danthedaniel commented on September 21, 2024

After scanning over the source code, it seems that building a Chain object it's too complex of a procedure (it should be O(n)) but it can be slow with large inputs.

However, loading a large JSON file into a dict is also O(n), and slow with large inputs. You actually need to parse out more text when reading from a JSON file than when building the initial chain, since the JSON format of the Text object contains both the original text as well as the entire markov chain.

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ammgws avatar ammgws commented on September 21, 2024

With #50 you should see faster loading times for exported models (about 50% in my tests).

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jsvine avatar jsvine commented on September 21, 2024

#50 has been incorporated in to v0.6.0, which is now available via pip.

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