Dependencies#

Adding a dependency is a decision, not an implementation detail: propose it before adding it (AGENTS.md). This page lists what is approved, why, and the candidates that could be evaluated. Versions are lower bounds except where pinned; uv.lock is the resolution.

How a floor is chosen. A lower bound is a claim that solprop works with that release, so it is the oldest release that (a) publishes CPython 3.14 wheels for Linux, macOS and Windows and (b) provides every API solprop calls, unless a stricter reason is recorded in the table. It is not the version that happened to be current. The oldest CI job installs the package with uv pip install --resolution lowest-direct and runs the default lane, so a floor that stops holding fails there. Raise a floor only for a reason written here. The recorded states under tests/ are compared at a tolerance, not pinned to a platform or a library build (testing.md section 5), so the floors need no exception for them.

Core (always installed)#

package

purpose

notes

solprop-native, at solprop’s own version

the backend solprop runs on (SEP 43)

below; no environment markers, so solprop’s supported platforms are the ones it installs on

numpy ≥ 2.5

arrays

the array type at every layer; the APIs used are NumPy 2.0’s (concat, trapezoid, copy=) and 2.3.2 is the first release with 3.14 wheels on all three platforms, but under 2.3 and 2.4 the free-space reference runs produce NaN and about 200 free-space and dispersive tests fail; the cause is not yet identified, so the floor stays at 2.5 until it is

scipy ≥ 1.18

scipy.fft (reference backend), special, optimize, interpolate, integrate.quad_vec, signal, constants

root finding, special functions, interpolation and adaptive quadrature throughout; the newest API used is signal.ShortTimeFFT (1.12), but optmat requires 1.18, the release its stored fits reproduce from

matplotlib ≥ 3.10.7

plotting

earlier 3.10 releases call pyparsing APIs that current pyparsing deprecates, which the test suite’s warnings-as-errors refuses

h5py ≥ 3.15

HDF5 output

first release with 3.14 wheels on all three platforms

optmat[gas] ≥ 0.9.1

built-in material models: gas dispersion, Kerr, equation of state and transport; solids; gas and silica Raman responses; gas ionisation rates (SEP 3)

the same maintainers’ curated-data package; never imported at import solprop, since its registries take about a second to import; 0.9 reads only the data a model needs and says which gases each rate model covers

threadpoolctl ≥ 3.1

inspect and control the backend-owned BLAS pool

pool provenance and limits are recorded per run

jaxtyping ≥ 0.3.11

array annotations, evaluated at import time in every module

pure Python; the checker (beartype) is dev-only; the floor dates from the removed numba_cpu backend, whose compiled kernels earlier releases’ import hook wrapped; it has not been re-tested lower since

tqdm ≥ 4.67

the progress bar (solprop.log.BarReporter)

pure Python; imported when the first bar is drawn, never at import solprop; ipywidgets is optional for the notebook widget and is not a dependency

tomli-w ≥ 1.0

writes recipes as TOML (solprop.recipe; SEP 41, Q6)

pure Python, MIT-licensed, no dependencies of its own; tomllib (standard library) reads them; it writes no comments, so an edited recipe loses its own; 1.0 already writes every form a recipe uses

Optional atomic-response engine#

Pyroraptor (pyroraptor) provides the helium atomic responses of the TDSE response: the single-active-electron model of SEP 12 and the haCC models of SEP 20. It is not yet publicly available, so solprop declares no dependency or extra for it, and imports it only when a TDSE response is prepared; ordinary imports and non-TDSE runs never initialise its runtime. A missing provider, an unsupported interpreter (the provider supports Python 3.14 only) or a missing capability is refused with a BackendError.

solprop pins one provider source revision, solprop.driver.tdse._PROVIDER_REVISION (currently 876b72d10b5286478125b842ea45548a5051b033); the binding checks the installed provider against it, and the source identity and the loaded native build identity are recorded separately with every run. A device build (CUDA or HIP) is selected explicitly through TDSEExecution.device and checked against the build’s execution space, with no fallback.

The Apple-GPU backend (mlx extra)#

MLX (mlx, MIT licence, compatible with GPL-3.0-or-later) is the optional extra of the mlx backend (SEP 33), declared with the marker sys_platform == "darwin" and platform_machine == "arm64" and pinned to a tested minor version, mlx>=0.32.4,<0.33; the macOS floor is MLX’s wheels’. A pin is raised only in a pull request that runs the GPU lane and the arithmetic probes (Q9). Nothing outside solprop.backends.mlx_gpu imports it; availability is probed with importlib.util.find_spec.

The native backend package#

solprop-native is the repository’s second distribution, built from native/ and a required dependency of solprop. pyproject.toml lists the bare name, so uv resolves it to the workspace member, and hatch_build.py writes solprop’s own version into the built metadata as an exact pin. On a platform with no matching wheel the installer’s resolution error is the answer, which the installation page explains. Its native build pins and fetches Kokkos 5.2.1, KokkosKernels 5.2.0 (BLAS component only) and Kokkos-FFT 2.0.0 and uses nanobind. A local build (the default) links the system Accelerate, oneAPI’s MKL or OpenBLAS through KokkosKernels, whichever it finds, and neither fetches nor bundles a BLAS library. A distribution build (SOLPROP_NATIVE_PROFILE=DISTRIBUTION, ADR-034) links Accelerate on macOS and, on Linux and in the Windows wheel, OpenBLAS 0.3.34 built with OpenMP from its pinned, checksummed source release and carried in the wheel; a Windows build without that library links the scipy-openblas32 OpenBLAS from PyPI, a build requirement it copies into the wheel. The release wheels also bundle FFTW 3.3.11 and their OpenMP runtime, built from pinned sources by native/ci/ (Releasing and the native wheels). A reference build links no BLAS. Its CUDA build uses the CUDA toolkit’s cuFFT and cuBLAS through Kokkos-FFT and KokkosKernels, and its HIP build rocFFT and rocBLAS; it neither fetches nor bundles device libraries. Both distributions resolve in the root workspace’s one uv.lock; solprop-native has no runtime dependency on solprop.

SLEEF 3.9.0 (sleef.org, Boost Software License 1.0) is the native CPU build’s host vector maths on x86-64 (ADR-059): vector exp, log and sincos, its u10 functions (1.0 ulp over each function’s domain), called over blocks by native/include/solprop_native/vmath.hpp. It is fetched at its release tag like Kokkos (FETCHCONTENT_SOURCE_DIR_SLEEF names a local copy for an offline build), built static as its own CMake project with only libsleef and the variants the layer calls (SSE2, AVX2, AVX-512F on request; AdvSIMD on aarch64), and compiled into the extension, whose wheel carries its licence as LICENSE-sleef.txt. Arm builds (Apple silicon, Linux aarch64) and GPU builds use the system libm and do not fetch it; SOLPROP_NATIVE_VECTOR_MATH overrides the choice. Its floor is the pinned release: it is never resolved from a package index. Evaluated against glibc’s libmvec (2 ulp, and reachable from GCC only through fast-math or hand-written vector declarations) and Intel’s MKL (faster on Intel only, by at most 1.5 times, and a large dependency); see ADR-059.

The desktop front end (gui extra)#

solprop-gui is the repository’s third distribution, built from gui/ and installed through solprop’s gui extra, which pins it to solprop’s own version; it pins solprop the same way (the front end’s design, D2). Its own dependencies, beside solprop’s:

package

purpose

notes

PySide6-Essentials ≥ 6.10.1

Qt for Python: the window, widgets and docks (LGPL-3.0, compatible with GPL-3.0-or-later)

6.10.1 is the first release whose wheels admit CPython 3.14 (6.10.0 declares <3.14); Essentials holds the Qt modules the front end uses, about a third of the full PySide6

pyqtgraph ≥ 0.14

the interactive plots (MIT)

0.14 is the first release made after Qt 6.10 and CPython 3.14; 0.13.7 predates both and has not been tried, so the floor is lowered only with a lane that tests it

Only solprop_gui.ui and solprop_gui.views import them. Its test plugin, pytest-qt ≥ 4.5, is the dependency group gui-test, not part of dev: it refuses to start without a Qt binding, which would stop every pytest run of an environment without the front end. The gui CI job and uv sync --extra gui --group gui-test install both.

Development#

The benchmark controller uses psutil ≥ 7.1.0 for the CPU allocation, core count, memory size and the busy-machine reading. This floor includes the macOS C safety fixes and Windows ARM64 wheels recorded in the upstream 7.1.0 changelog. Collection records the installed version. Unsupported or sandbox-denied counters remain unavailable with a reason; threadpoolctl supplies library-pool introspection. psutil is a development dependency and does not enter the simulation API.

basedpyright (pinned exactly), scipy-stubs, beartype, sympy (the symbolic Marcatili derivation in tests/data/, run by hand), pytest, pytest-xdist, pytest-randomly, pytest-regressions, pytest-cov, hypothesis, poethepoet, pre-commit, codespell, reuse (the per-file copyright and licence check of poe reuse), numpydoc, sphinx, myst-parser, pydata-sphinx-theme, sphinx-gallery, ruff, and drawsvg (the structure figures of docs/dev/figures/build.py and the geometry figures of docs/guide/figures/geometries.py only, run by hand with poe figures; the SVGs it writes are committed, so the documentation builds without it).

Candidates (not approved; only evaluate for a selected use case)#

package

for

status

rocket-fft

transforms callable inside @njit, if a measured need for a compiled march emerges

not needed; the shared march is Python (backends.md §3.5)

mkl_fft

Intel FFT on Linux nodes

no evaluation planned

jax

array-compiler backend

evaluated; not selected (ADR-002, backends.md §5)

sphinx-design, sphinx-copybutton

docs presentation

no evaluation planned

Rejected#

package

why

alternative

refractiveindex

A 9 KB shim that downloads an unversioned database to ~/.refractiveindex.info-database on first use (breaks the no-network rule, cannot be pinned, caches outside the project) and returns only n, so the analytic derivative of ADR-006 would be lost

For glasses, crystals and metals: read the refractiveindex.info database offline, pinned to a database commit, with a generator script that writes provenance-tracked resources under src/solprop/physdata/data/ (the route by which coefficients, reference states and validity ranges are verified)