crepe VS inline-python

https://github.com/topics/datalog?l=rust ... Cozo, Crepe

Crepe: https://github.com/ekzhang/crepe :

> Crepe is a library that allows you to write declarative logic programs in Rust, with a Datalog-like syntax. It provides a procedural macro that generates efficient, safe code and interoperates seamlessly with Rust programs.

Looks like there's not yet a Python grammar for the treeedb tree-sitter: https://github.com/langston-barrett/treeedb :

> Generate Soufflé Datalog types, relations, and facts that represent ASTs from a variety of programming languages.

Looks like roxi supports n3, which adds `=>` "implies" to the Turtle lightweight RDF representation: https://github.com/pbonte/roxi

FWIW rdflib/owl-rl: https://owl-rl.readthedocs.io/en/latest/owlrl.html :

> simple forward chaining rules are used to extend (recursively) the incoming graph with all triples that the rule sets permit (ie, the “deductive closure” of the graph is computed).

ForwardChainingStore and BackwardChainingStore implementations w/ rdflib in Python: https://github.com/RDFLib/FuXi/issues/15

Fast CUDA hashmaps

Gdlog is built on CuCollections.

GPU HashMap libs to benchmark: Warpcore, CuCollections,

https://github.com/NVIDIA/cuCollections

https://github.com/NVIDIA/cccl

https://github.com/sleeepyjack/warpcore

/? Rocm HashMap

DeMoriarty/DOKsparse:

Inspired by past work: LINQ, inline-python, crepe, DataScript, Riffle.

If you're willing to go the meta programming route, Rust is pretty flexible too. You can literally run python inline using macros.[1]

In my experience as someone that has been using Rust for a few years (and enjoys writing Rust) the biggest issue regarding adoption is that async Rust just isn't there yet when it comes to user experience.[2]

It works fine if you don't deviate from the simple stuff, but once you need to start writing your own Futures or custom locks it gets to a point that you REALLY need to understand Rust and its challenging type system.

[1] - https://github.com/m-ou-se/inline-python

This may be cursed but you could just use https://github.com/fusion-engineering/inline-python to use the Python Levensthein library in Rust directly. Just make sure to invoke the Rust binary under a venv with the library

I know the OP asked about Node/PHP but for Python, there is https://github.com/fusion-engineering/inline-python which can give you both Rust and the all-the-libraries experience.

Inspired by past work: LINQ, inline-python, crepe, DataScript, Riffle.

And if that doesn't work, there's always inline-python.