//! SAIL Kernel — Memory-Safe Rust Extension //! ========================================= //! This is the top-level PyO3 module that exposes all SAIL kernel //! subsystems to Python. Every function here is provably memory-safe //! (no raw pointers, no unsafe blocks except in FFI boundary). //! //! Modules: //! - text_cleaner : UTF-8 normalization, HTML stripping, whitespace //! - tokenizer : Memory-safe BPE tokenizer with bounded buffer //! - dataset_writer : Arrow IPC writer for tokenized shards //! - compressor : zstd compression/decompression of shards //! - token_budget : Dynamic token budget calculator //! - reward_scorer : GRPO reward signal computation use pyo3::prelude::*; mod text_cleaner; mod tokenizer; mod dataset_writer; mod compressor; mod token_budget; mod reward_scorer; mod errors; /// Register all submodules into the Python `sail_kernel` module. #[pymodule] fn sail_kernel(m: &Bound<'_, PyModule>) -> PyResult<()> { // ── Text Cleaner ───────────────────────────────────────────────────────── m.add_function(wrap_pyfunction!(text_cleaner::clean_text, m)?)?; m.add_function(wrap_pyfunction!(text_cleaner::clean_batch, m)?)?; // ── Tokenizer ──────────────────────────────────────────────────────────── m.add_class::()?; // ── Dataset Writer ─────────────────────────────────────────────────────── m.add_function(wrap_pyfunction!(dataset_writer::write_arrow_shard, m)?)?; m.add_function(wrap_pyfunction!(dataset_writer::merge_shards, m)?)?; // ── Compressor ─────────────────────────────────────────────────────────── m.add_function(wrap_pyfunction!(compressor::compress_shard, m)?)?; m.add_function(wrap_pyfunction!(compressor::decompress_shard, m)?)?; // ── Token Budget ───────────────────────────────────────────────────────── m.add_function(wrap_pyfunction!(token_budget::compute_budget, m)?)?; // ── Reward Scorer ──────────────────────────────────────────────────────── m.add_function(wrap_pyfunction!(reward_scorer::score_output, m)?)?; m.add_function(wrap_pyfunction!(reward_scorer::score_batch, m)?)?; // ── Version info ───────────────────────────────────────────────────────── m.add("__version__", "0.1.0")?; m.add("__doc__", "SAIL Memory-Safe Kernel — Rust native extension")?; Ok(()) }