soumik15630m

thanks again! will consider these suggestions ... and also feel free to open issues and pr in the repo if you're interested

You were right on both of the issues you seemed unsure..

The issues you flagged are closed by version 1.1.1 - also mentioned in issue threads.

On the codec suggestion ... it seems to go against my design motivation ...A file with "# -- coding: lucen --" doesn't degrade to native python when Lucen isn't installed, it fails to compile: "SyntaxError: encoding problem: lucen", which fails the property that a file with lucen absent will run as native python. But the import order problem is real so i'm investigating about a .pth based hook installation at interpreter startup ...

Threads only i'm not taking as on a GIL build thread cannot spedup cpu bound python.

Thanks for all the suggestions tho..

not currently - currently lucen runs on marked for statement loop but yeah it's a cleaner one to add ...just not the surface i started with

Sure man thanks for the critique, genuinely....

To be precise..the core concurrency shapes, disjoint-chunk commit ordering and DAG-level wavefront scheduling, are model-checked (SequentialEquivalence; DependencySafety + Termination), continuously re-verified in CI via a second independent executable encoding. The TLA+ file itself is bounded to a small instance and a 2-chunk model... the paired Python checker checks all contiguous chunk counts and all commit-order permutations for n up to 6.

Conflict detection isn't in the TLA+ file, it's verified separately .. unit and integration tests exercise the real dispatch code against an independent golden sequential run, covering duplicate-key writes, unresolved-index writes under an explicit "depend=none" assertion, and all three error modes (report/quiet/hard), plus a real module-import-level integration test and a concurrency stress test hammering the same conflict path across 10 threads x 6 repeats to catch anything nondeterministic.

Also a note: this is v1.1. The rigor was front-loaded by me, and not something that evolved over years ...so there can be a chance of more rigor or checks...currently working on that.

If you find a bug or a security issue, please open one, genuinely want the feedback.

Sure those are good designs... But Lucen is not about "here's a nicer way to write loops," it's "you shouldn't have to touch the loop you already have."..... showing Lucen parallelize the ugly version is the point.

just wanted to make sure ... even if someone someday wishes to revert the decision of using lucen they will be okay with just removing the import hooks - and run everything as native -- and when they have time, they can clear the comments but till then they can work without thinking