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by scolvin 388 days ago
Pydantic author here. We have plans for an improvement to pydantic where JSON is parsed iteratively, which will make way for reading a file as we parse it. Details in https://github.com/pydantic/pydantic/issues/10032.

Our JSON parser, jiter (https://github.com/pydantic/jiter) already supports iterative parsing, so it's "just" a matter of solving the lifetimes in pydantic-core to validate as we parse.

This should make pydantic around 3x faster at parsing JSON and significantly reduce the memory overhead.

2 comments

Pydantic is a life changing library, thanks so much for your work!
Seconded. Please keep up the awesome work!
That's great! Would also be cool (separately from Pydantic use case) to add jiter backend to ijson.