From 39d9f0d71a22e89a0eda80c6ede687f6eef35ff1 Mon Sep 17 00:00:00 2001 From: vvs Date: Sat, 9 May 2026 14:02:02 +0100 Subject: [PATCH] Initial release: precompiled Linux x86_64 / CPython 3.12 binary + Python wrapper OpenMP-parallel numerical kernel library. No build step required at install: drop-in shared object plus thin numpy-facing wrapper. Contents: - sem_cython12/sem_core12.cpython-312-x86_64-linux-gnu.so - sem_cython12/wrapper.py - sem_cython12/__init__.py - requirements.txt - README.md --- .gitignore | 12 ++ README.md | 135 +++++++++++++++ requirements.txt | 1 + sem_cython12/__init__.py | 8 + ...sem_core12.cpython-312-x86_64-linux-gnu.so | Bin 0 -> 1363368 bytes sem_cython12/wrapper.py | 162 ++++++++++++++++++ 6 files changed, 318 insertions(+) create mode 100644 .gitignore create mode 100644 README.md create mode 100644 requirements.txt create mode 100644 sem_cython12/__init__.py create mode 100644 sem_cython12/sem_core12.cpython-312-x86_64-linux-gnu.so create mode 100644 sem_cython12/wrapper.py diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..ad61f71 --- /dev/null +++ b/.gitignore @@ -0,0 +1,12 @@ +__pycache__/ +*.pyc +*.pyo +.venv/ +venv/ +build/ +dist/ +*.egg-info/ +.pytest_cache/ +.idea/ +.vscode/ +.DS_Store diff --git a/README.md b/README.md new file mode 100644 index 0000000..649b7cc --- /dev/null +++ b/README.md @@ -0,0 +1,135 @@ +# sem_cython12 + +OpenMP-parallel numerical kernel library for Python. Pre-built Linux +shared object included; no compilation required at install time. + +## Contents + +- `sem_cython12/sem_core12.cpython-312-x86_64-linux-gnu.so` - + compiled extension (Linux, CPython 3.12, x86_64). +- `sem_cython12/wrapper.py` - Python API. +- `sem_cython12/__init__.py` - package entry. + +## Requirements + +- Linux x86_64. +- CPython 3.12. +- numpy >= 1.23 (see `requirements.txt`). +- A modern glibc + libgomp. Both ship with Ubuntu 20.04 LTS and + later. No other system libraries needed. + +The Windows / macOS binaries are not included in this distribution. + +## Install + +```bash +git clone https://git.sevana.biz/vvs/sem_cython12.git +cd sem_cython12 +pip install -r requirements.txt +# Make the package importable, either: +pip install -e . # if pyproject.toml/setup.py is added +# or just put the package on PYTHONPATH: +export PYTHONPATH=$PWD:$PYTHONPATH +``` + +## Quick start + +```python +import numpy as np +from sem_cython12 import wrapper as cy + +# Sanity check +assert cy.available(), "compiled extension did not load" +print("backend:", cy.backend()) + +# Thread count (defaults to ~50% of logical cores; set explicitly via +# either the SEM_NUM_THREADS env var or set_num_threads()): +cy.set_num_threads(8) +print("threads:", cy.get_num_threads()) + +# Example workload +rng = np.random.default_rng(0) +Q = rng.standard_normal((1000, 32)) # 1000 queries +M = rng.standard_normal((5000, 32)) # 5000 reference points + +# For each query: max similarity to any reference, with kernel scale lam. +sim = cy.batch_max_similarity(Q, M, lam=1.0) +print(sim.shape, sim.dtype) # (1000,) float64 +``` + +## API reference + +All functions accept either Python lists or numpy arrays; inputs are +internally cast to contiguous `float64`. Outputs are numpy arrays. + +### Configuration + +| Function | Purpose | +|---|---| +| `available() -> bool` | True iff the compiled extension loaded | +| `backend() -> str` | `'cython12'` or `'python-fallback'` | +| `get_num_threads() -> int` | Active OpenMP worker count | +| `set_num_threads(n: int)` | Set OpenMP worker count (n >= 1) | + +### Distance / similarity + +| Function | Inputs | Output | +|---|---|---| +| `batch_max_similarity(X_query, X_members, lam)` | `(Q, D)`, `(M, D)`, `lam > 0` | `(Q,)` - per-query max of `exp(-d / lam)` | +| `concept_support_matrix(X_query, member_mats, lam)` | `(Q, D)`, list of `(M_k, D)`, `lam > 0` | `(Q, K)` - one column per member matrix | +| `pairwise_distances(X)` | `(N, D)` | `(N, N)` - symmetric Euclidean matrix | +| `nn_distances(X)` | `(N, D)` | `(N,)` - min positive distance per row; `inf` if none | + +### Pareto / dominance + +| Function | Inputs | Output | +|---|---|---| +| `pareto_core_mask(S)` | `(N, k)` | `(N,)` byte mask: `1` iff row not strictly dominated | +| `one_sided_mask(S)` | `(N, k)` | `(N, k)` byte mask: see docstring | +| `non_redundant_witnesses(S)` | `(N, k)` | int32 array of row indices | + +### Vector reduction + +| Function | Inputs | Output | +|---|---|---| +| `extend_frontier_kernel(cur_centers, cur_radii, new_emb, cur_arity)` | `(F, D)`, `(F,)`, `(A, D)`, `int` | `(flat_centers (F*A, D), flat_radii (F*A,))` | + +See the wrapper docstrings for exact semantics of each function. + +## Performance notes + +Threads are configured globally per process; calling +`set_num_threads(n)` updates the OpenMP team size for all subsequent +calls. The default uses approximately 50% of the host's logical +cores so other processes are not starved on shared machines. + +For workloads dominated by `pairwise_distances` and +`pareto_core_mask`, near-linear scaling up to ~8 threads is typical +on commodity x86 hardware. `batch_max_similarity` is BLAS-friendly +and benefits most from larger `M` (reference set) at fixed `D`. + +## Memory / threading model + +- All arrays are processed in shared memory; no inter-process + serialisation. +- Each routine releases the GIL during its inner loops, so calling + it concurrently from Python threads is safe. +- The compiled extension links against the system OpenMP runtime + (`libgomp`); avoid mixing with conda's `intel-openmp` in the same + process if possible. + +## Diagnostics + +`backend()` returns `'python-fallback'` only when the `.so` failed +to import (wrong architecture, glibc too old, missing libgomp). In +that state, every numerical function raises `RuntimeError`; check +`available()` before each batch to fail loudly rather than silently +fall back. + +## Licence + +Proprietary. Internal use only. + +## Support + +Open an issue at https://git.sevana.biz/vvs/sem_cython12. diff --git a/requirements.txt b/requirements.txt new file mode 100644 index 0000000..5b82150 --- /dev/null +++ b/requirements.txt @@ -0,0 +1 @@ +numpy>=1.23 diff --git a/sem_cython12/__init__.py b/sem_cython12/__init__.py new file mode 100644 index 0000000..f5ac44b --- /dev/null +++ b/sem_cython12/__init__.py @@ -0,0 +1,8 @@ +"""sem_cython12 - OpenMP-parallel numerical kernel library. + +Pre-compiled C-level routines callable from Python. A Linux +shared-object ships with the package; no build step required at +install time. + +Public API: see ``sem_cython12.wrapper``. +""" diff --git a/sem_cython12/sem_core12.cpython-312-x86_64-linux-gnu.so b/sem_cython12/sem_core12.cpython-312-x86_64-linux-gnu.so new file mode 100644 index 0000000000000000000000000000000000000000..c343a77c68d059ad8d59dfbe54606d00394fa307 GIT binary patch literal 1363368 zcmeFadwdi{);~PC3=G!^2pAPL;^+o1n6QM+2+<5ophqScxkg2k5Q2$@BqlQuL?Mtw zY1_ewH(V8wb(M8>WnFc_RZIwhfPw)PQ4|7-_88^n%2k=)_f&OHSK9RRKA-pV{`dZ7 z*L0t6ojP^u)TvXKu5K1(`Nze^#Mty-ob3jiLD_7XT7udH0_&m#1IFeBG$Hd*T>F&VtTY z$HhEf(v|$G=c7_6Uu!AnZ@s_swM{dYesyTsNk{r`ji#pgnxygRS988rEuZ=7((>t7 zDuaHL4+UoZzbP+A%a`y+UN7@Co+^)D^vX%wEy$-OX~_S4(VEXTNh{B)9oA|U(yzKN z5==74XU0#QYJ+(i3FBIGTa$+pP3iZ1vHkJB@BHTLKK$V)ZylU6y2lOkLr7xjAL2@K zN&lEk{DCyWKB8OvQY*&K`{&P}jOJ9=e_J3xuan48*t2VV5cvCxjN1KeJ-X)KjP$PL z{{;r<3V$93=?ZUyV|7*T9t-))E%XUk)XUbp>vBn#B>ZRo-PEgV{t*`PUxNN!)$4i- 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