Skip to main content

momwire

A pure-Python method-of-moments antenna simulator with optional C++ accelerators (pybind11).

Extracted from antenna_designer.

Solvers

BSplineSolver (degree-d Galerkin, default d=1/2) is the default solver; HMatrixSolver and ArrayBlockSolver are structural accelerators built on top of it. SinusoidalSolver and SinusoidalGalerkinSolver reproduce NEC2's three-term basis (collocation and Galerkin testing respectively) as in-codebase NEC comparators. RazorSolver is the NEC-5 formulation twin: a tent basis with razor-blade (RWG mixed-potential path) testing, transcribed from the NEC-5 Users Manual rather than NEC2's, over every ground, buried and crossing decks included. Because its testing rule — not its basis, which it shares with BSplineSolver(degree=1) — is NEC-5's own, it reproduces NEC-5's characteristic slow O(1/N) impedance walk without needing the (licensed) NEC-5 binary; see docs/razor-solver.md (momwire#309).

Ports

Every solver family exposes the same port surface, and it is the surface to build on: compute_port_solution() runs one fill and one factorisation over every port at once, so a multi-port structure costs what a single-port one costs.

Three kinds of port, declared at construction, and they can be mixed:

kwarg what it is entry
feeds= a delta gap at a point along a wire — NEC's EX 0 (wire_index, arclength, voltage)
junction_ports= a shunt port on a junction NODE's KCL row: the node drives net inflow (the node's row leaves the constraint set) (junction_index, voltage), or a bare index for 0 V
node_gaps= a SERIES EMF at a junction node, in series with one named wire end — the apex feed (wire_index, "start"|"end", voltage)

Ports are numbered [feeds…, junction_ports…, node_gaps…], and that is the order every port readout is in.

sol = solver.compute_port_solution()  # one fill, one factorisation
sol.y  # (n_ports, n_ports) short-circuit Y
sol.coeffs  # (n_dof, n_ports) — column j is the
#   solution for 1 V at port j
sol.port_currents  # the same matrix as `y`, asserted

compute_y_matrix() is compute_port_solution().y, so the two cannot drift. Any other excitation is coeffs @ V with no second fill — that is the point of the class. To turn a column into currents on the structure, use the solver's currents_at_knots(coeffs[:, j]), or element_currents(coeffs[:, j], subdiv=…) for the (mid, moment, nodes, delta) source terms a field evaluator wants. PortSolution.basis is an opaque per-solve handle — do not introspect it.

Decks

momwire.deck reads a NEC-2 deck and puts it on a solver. The dialect — which cards run, which are refused and in exactly what words — is specified at momwire.dev/reference/deck-grammar-nec2/; that page is normative, and the code is tested against its anchors.

from momwire.deck import build_solver, parse

deck = """CM 20 m dipole, 10 m up over average ground
CE
GW 1 21 -5.05 0. 10. 5.05 0. 10. 1.E-3
GE 1
GN 2 0 0 0 13. 0.005
EX 0 1 11 0 1. 0.
FR 0 1 0 0 14.1
XQ
EN
"""
built = build_solver(parse(deck), basis="bspline")
y = built.solver.compute_port_solution().y
port = built.ports.feed_ports[0]  # the solver row this EX card drives
print(f"Z = {1.0 / y[port, port]:.1f} ohm")  # Z = 67.0-41.1j ohm

parse() returns a dialect-neutral DeckModel; build_solver() maps it onto one of the seven BASES names (five solver families — "bspline" is the default, the degree-2 B-spline) and returns the solver together with a PortPlan. The plan is what makes the solver's ports readable: which row is which EX or LD card, each load's LoadSpec, and one drive vector per execute group over a port set that never changes. Stamping a load impedance is port algebra and stays with the consumer — momwire.deck puts the gap in the matrix and hands over the spec.

A deck's execute groups are what the model says about running it: one per execute card, each carrying its own frequency list, kernel flag and Environment (the ground, its plane and a cliff's second medium). A GN card arms, so a deck may run once in free space and once over ground and each group says which; build_solver(model, group=k) builds over group k's, and frequency_mhz=, extended_kernel= and environment= override it.

Only the operating point moves between those calls, never the geometry, so a swept caller translates once:

from momwire.deck import prepare_mesh

mesh = prepare_mesh(model)  # the polylines, the port plan
solvers = [build_solver(model, mesh=mesh, frequency_mhz=f) for f in sweep]

Every solver built from one handle is given the same coordinate arrays, so a prepared solve is bit-equal to an unprepared one.

SimNEC portal

Installing momwire puts momwire-nec2c on your path — a resident NEC engine speaking the protocol SimNEC uses to drive nec2c, with momwire's solver behind it. Point SimNEC's NEC portal dialog at that command and its Smith chart, tuner and sweeps run on momwire. python -m momwire.portal is the long spelling, and --selftest is the deployment smoke.

momwire-nec2c -version                            # NEC2momwire.<major>.<minor>
momwire-nec2c --selftest                          # PASS / FAIL, no checkout needed
momwire-nec2c --basis sinusoidal < dipole.nec     # or run a deck by hand

SimNEC's NEC-5 slot takes the momwire-nec5[-<basis>] commands instead (momwire-nec5-razor-2p is NEC-5's own formulation): SimNEC picks the deck syntax from nec2c or nec5 in the engine's path.

Setup, the two filename rules SimNEC enforces, --basis, the caching flags and what refusals look like: momwire.dev/reference/portal-usage/.

momwire.portal may use the solver API and momwire.deck; nothing else in momwire may import from it. The SimNEC protocol is the portal's business alone, and a test enforces that.

Public names

Everything importable from momwire itself. __all__ is the source of truth — tests/test_public_surface_954.py fails if this list and __all__ disagree in either direction, so a name promoted without a line here (or a line here for a name that was never exported) is a red test, not a stale doc.

Solvers — see Solvers above for what distinguishes them:

  • BSplineSolver — degree-d Galerkin, the default.
  • HMatrixSolver, ArrayBlockSolver — structural accelerators over it.
  • SinusoidalSolver, SinusoidalGalerkinSolver — NEC2's three-term basis.
  • RazorSolver — the NEC-5 formulation twin, over every ground, buried and crossing decks included.
  • PulseSolver, HarringtonSolver — the textbook pair.

Results and control:

  • PortSolution — a solved port network's currents, voltages and Z.
  • DistributedRLC — a wire's per-metre series or parallel RLC (NEC's LD 2 / LD 3), the distributed_rlc kwarg every loading family takes beside wire_conductivity and the insulation pair.
  • FeedPlacement — where a solver put a feed (or a Razor lumped load): the arclength asked for, the one used, and the offset between them. Returned by every solver's feed_placements() (momwire#1059).
  • Capabilities — what a solver class declares it spans.
  • CancelToken, SolveAborted — cooperative cancellation for a long solve.
  • LatticeFFTUnavailable — raised when a lattice deck cannot take the FFT path.
  • accelerated — True iff the C++ accelerator loaded. Assert it rather than discovering a silent fall-back to pure Python by its runtime.
  • accelerator_variant — which build of it loaded: "avx2", "sse2", "legacy" (the single unsuffixed extension macOS and non-x86 still ship), or None when none did. On x86 the wheel carries the same kernels compiled twice and picks by CPU feature before importing either, because an AVX2 binary on an older CPU does not raise ImportError — it kills the interpreter with an illegal instruction (momwire#1032).

Wire material, for a consumer mirroring the loading into another tool:

  • wire_internal_impedance, insulation_inductance — the per-metre quantities.
  • equivalent_radius — the coated-wire pair's effective radius.

Answers a consumer must give IDENTICALLY to momwire, exported so it cannot answer them differently:

  • ground_touch_tol — is this wire end on the plane (a per-wire relative tolerance; an invented absolute one disagrees at the margin).
  • grounded_crossing_exemption — does this in-plane junction earn the crossing exemption.
  • below_reach_refusal — how far a buried structure may span before the below/below remainder stops being tabulated.
  • wire_to_element — the geometry conversion the array-block path uses.
  • SURFACE_HEIGHT_CLASS — the low-stand-off class's measured conditioning, including the validity floor a consumer refuses against.

Capability axes:

  • axes_for — every axis of one capability row, declared union derived. The single derivation point: a consumer re-deriving ground_model from grounds, or wire_position from buried/contact, is the drift this exists to prevent.
  • AXIS_VALUES — the declared vocabulary.
  • DERIVED_AXES — which axes are computed rather than declared.

Install

python3 -m venv .venv
source .venv/bin/activate
pip install --upgrade pip
pip install -e .

macOS: the C++ accelerator uses Homebrew's OpenMP runtime, so brew install libomp is required — both to compile from source and to run the prebuilt Apple-Silicon wheel. The wheel deliberately does not bundle libomp (it links Homebrew's by absolute path) so that it shares a single OpenMP runtime with pynec-accel; two private copies in one process abort with OMP: Error #15 (or deadlock). Without libomp installed, the accelerator can't load and momwire warns and falls back to the slower pure-Python path. On Linux the system libgomp covers this, so no extra step is needed.

Test

pip install -e ".[test]"   # core + test deps, and what `make build` needs (pybind11, setuptools, wheel)
pytest tests/

The cross-validation against NEC2 (tests/test_pynec_backend.py) additionally needs PyNEC — a test-only dependency installed separately from a wheel (see below). Those tests skip cleanly when it isn't present; everything else runs without it.

Optional: PyNEC backend (test-only)

momwire can be cross-validated against NEC2 via PyNEC (the tests/test_pynec_backend.py suite); NEC2 also delivers ~5–10× faster single-frequency solves. PyNEC is a test-flow-only dependency — momwire's own solver never imports it.

Install the PyNEC wheel

Install PyNEC from the python-necpp fork's release. The distribution is named pynec-accel (the import name stays PyNEC); the wheels are self-contained — OpenBLAS is vendored (via scipy-openblas32), so no system BLAS, SWIG, or build toolchain is needed — and cover Linux, Windows, and macOS (arm64) on CPython 3.10–3.14:

pip install pynec-accel --no-index \
    --find-links https://github.com/stevenmburns/python-necpp/releases/expanded_assets/v1.7.6

--no-index ensures pip takes the fork's wheel rather than upstream PyNEC on PyPI (which is broken on current Python and lacks the OpenBLAS/OpenMP work). On macOS the wheel shares Homebrew's libomp (brew install libomp) rather than vendoring its own, so it can coexist with momwire's accelerator in one process. After install, from PyNEC import nec_context works and the cross-validation tests run; without it they're skipped (momwire itself needs no PyNEC).

Runtime thread pinning

The wheel links OpenBLAS and parallelises the NEC2 matrix fill with OpenMP. Pick thread counts up front:

export OMP_NUM_THREADS=$(nproc --all)   # PyNEC matrix fill
export OPENBLAS_NUM_THREADS=1           # muzzle numpy/scipy's idle pool

Pinning OPENBLAS_NUM_THREADS=1 stops numpy/scipy from spinning up their own OpenBLAS thread pool that contends with PyNEC's threads on the same cores. On a 100-director Yagi (2142 segs) this is worth ~8% wall time at NP=4.

Metadata

Release files for momwire 0.68.0

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for momwire 0.68.0
File Size Uploaded Provenance
momwire-0.68.0.tar.gz 3.6 MB With provenance Details

Built distributions (wheels)

Table of built distributions (wheels) for momwire 0.68.0
File
momwire-0.68.0-cp315-cp315-win_amd64.whl CPython 3.15 CPython 3.15 Windows x86-64 Details
momwire-0.68.0-cp315-cp315-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl CPython 3.15 CPython 3.15 Linux glibc 2.24+ x86-64, Linux glibc 2.28+ x86-64 Details
momwire-0.68.0-cp315-cp315-macosx_14_0_arm64.whl CPython 3.15 CPython 3.15 macOS 14.0+ ARM64 Details
momwire-0.68.0-cp314-cp314-win_amd64.whl CPython 3.14 CPython 3.14 Windows x86-64 Details
momwire-0.68.0-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl CPython 3.14 CPython 3.14 Linux glibc 2.28+ x86-64, Linux glibc 2.24+ x86-64 Details
momwire-0.68.0-cp314-cp314-macosx_14_0_arm64.whl CPython 3.14 CPython 3.14 macOS 14.0+ ARM64 Details
momwire-0.68.0-cp313-cp313-win_amd64.whl CPython 3.13 CPython 3.13 Windows x86-64 Details
momwire-0.68.0-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl CPython 3.13 CPython 3.13 Linux glibc 2.28+ x86-64, Linux glibc 2.24+ x86-64 Details
momwire-0.68.0-cp313-cp313-macosx_14_0_arm64.whl CPython 3.13 CPython 3.13 macOS 14.0+ ARM64 Details
momwire-0.68.0-cp312-cp312-win_amd64.whl CPython 3.12 CPython 3.12 Windows x86-64 Details
momwire-0.68.0-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl CPython 3.12 CPython 3.12 Linux glibc 2.24+ x86-64, Linux glibc 2.28+ x86-64 Details
momwire-0.68.0-cp312-cp312-macosx_14_0_arm64.whl CPython 3.12 CPython 3.12 macOS 14.0+ ARM64 Details
momwire-0.68.0-cp311-cp311-win_amd64.whl CPython 3.11 CPython 3.11 Windows x86-64 Details
momwire-0.68.0-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl CPython 3.11 CPython 3.11 Linux glibc 2.28+ x86-64, Linux glibc 2.24+ x86-64 Details
momwire-0.68.0-cp311-cp311-macosx_14_0_arm64.whl CPython 3.11 CPython 3.11 macOS 14.0+ ARM64 Details
momwire-0.68.0-cp310-cp310-win_amd64.whl CPython 3.10 CPython 3.10 Windows x86-64 Details
momwire-0.68.0-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl CPython 3.10 CPython 3.10 Linux glibc 2.24+ x86-64, Linux glibc 2.28+ x86-64 Details
momwire-0.68.0-cp310-cp310-macosx_14_0_arm64.whl CPython 3.10 CPython 3.10 macOS 14.0+ ARM64 Details

Total release size: 66.0 MB

Release files / momwire-0.68.0.tar.gz

Download URL momwire-0.68.0.tar.gz
Size 3.6 MB
Tags Source
SHA-256 checksum
How to use checksums
44a48463d715932273f2abf6b31e26b0b3b9eb2338c7764e8fa491f414f5029f
BLAKE2b-256 checksum
How to use checksums
30a644a8a12ffe8287679866df897852ac89871c81163f523f2fa6c4a7eb3fa1
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 30, 2026.

Transparency log

Release files / momwire-0.68.0-cp315-cp315-win_amd64.whl

Download URL momwire-0.68.0-cp315-cp315-win_amd64.whl
Size 3.9 MB
Tags CPython 3.15 Windows x86-64
SHA-256 checksum
How to use checksums
a819cb41d8a6411e61284f9bf1ee1a442b61c04da0f39c4f6e5568e0a1934b44
BLAKE2b-256 checksum
How to use checksums
ced0f2cb95385dff9f3412b4524d8424fa7f0afa794e99da6cb6d01d7dd2f94d
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 30, 2026.

Transparency log

Release files / momwire-0.68.0-cp315-cp315-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

Download URL momwire-0.68.0-cp315-cp315-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
Size 4.1 MB
Tags CPython 3.15 Linux glibc 2.24+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum
How to use checksums
ecafd813243fb0097b6a414d194c50b9db29ff1d9f2544a1fc1b900ad4cfeec1
BLAKE2b-256 checksum
How to use checksums
2a35a12645b44f1621b3b244a87f0c2cfd782c19fb1950e0809dee4e4337775f
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 30, 2026.

Transparency log

Release files / momwire-0.68.0-cp315-cp315-macosx_14_0_arm64.whl

Download URL momwire-0.68.0-cp315-cp315-macosx_14_0_arm64.whl
Size 2.5 MB
Tags CPython 3.15 macOS 14.0+ ARM64
SHA-256 checksum
How to use checksums
e1e7dc478a32761e083113626144d83c00a9dd0cdca66d1e3119ad5cd1e006a6
BLAKE2b-256 checksum
How to use checksums
849b15ddb619d85d0b0bc67b81cea8c8b9c94a2785baa48e0e8c8f05add6de35
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 30, 2026.

Transparency log

Release files / momwire-0.68.0-cp314-cp314-win_amd64.whl

Download URL momwire-0.68.0-cp314-cp314-win_amd64.whl
Size 3.9 MB
Tags CPython 3.14 Windows x86-64
SHA-256 checksum
How to use checksums
ad5ed286703052becdc53aa786f82c31fef0b12f21292f21a2f74e5ddd9f6d31
BLAKE2b-256 checksum
How to use checksums
473c80d8d3c7b1aae1a636717946db3cbafaa46c823c1bc8acb88a321b4281f2
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 30, 2026.

Transparency log

Release files / momwire-0.68.0-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

Download URL momwire-0.68.0-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
Size 4.1 MB
Tags CPython 3.14 Linux glibc 2.24+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum
How to use checksums
624356e1bbd7adf905fd42cecc4590bf8ccb7d4391175d3d30860254e5923790
BLAKE2b-256 checksum
How to use checksums
f51757eaaad8461a412bcf8ee7c50bd56f2afe7f05336a4342d3c4f9079cc514
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 30, 2026.

Transparency log

Release files / momwire-0.68.0-cp314-cp314-macosx_14_0_arm64.whl

Download URL momwire-0.68.0-cp314-cp314-macosx_14_0_arm64.whl
Size 2.5 MB
Tags CPython 3.14 macOS 14.0+ ARM64
SHA-256 checksum
How to use checksums
5c68a587c4348d75b0486c86fc0d5c01ced6cbb4ce61dbc1f14e325295229ab6
BLAKE2b-256 checksum
How to use checksums
026a709c9d25512886853f8cdec5682e716aa0db956a2be9ad08298a2640ea7e
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 30, 2026.

Transparency log

Release files / momwire-0.68.0-cp313-cp313-win_amd64.whl

Download URL momwire-0.68.0-cp313-cp313-win_amd64.whl
Size 3.9 MB
Tags CPython 3.13 Windows x86-64
SHA-256 checksum
How to use checksums
59213161a798fbdc2ee666b883bb2127c8afada12c0c4aade8ff06e6d90599b4
BLAKE2b-256 checksum
How to use checksums
466ed639ab9d50786c4bcd84eeb60ecab2d43ce4140af2b2e4ea40c41f7d08ba
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 30, 2026.

Transparency log

Release files / momwire-0.68.0-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

Download URL momwire-0.68.0-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
Size 4.1 MB
Tags CPython 3.13 Linux glibc 2.24+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum
How to use checksums
156826d39dceed88a9d1417dd16251d4e8405dc4c994bdaeaa67bdc105281f42
BLAKE2b-256 checksum
How to use checksums
27f4418bc9e504c4a6496007e0dc3ce914cfc1e06e91e42c38914ea3a64d268f
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 30, 2026.

Transparency log

Release files / momwire-0.68.0-cp313-cp313-macosx_14_0_arm64.whl

Download URL momwire-0.68.0-cp313-cp313-macosx_14_0_arm64.whl
Size 2.5 MB
Tags CPython 3.13 macOS 14.0+ ARM64
SHA-256 checksum
How to use checksums
7a12e974aa69dcf0f27b4138d79dae6154768bf9726c12092081f50ca9dbd98a
BLAKE2b-256 checksum
How to use checksums
05c0667155acba510f1d963f40db504fb0a37c8749128ae0dab2f29a3b7fb0dc
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 30, 2026.

Transparency log

Release files / momwire-0.68.0-cp312-cp312-win_amd64.whl

Download URL momwire-0.68.0-cp312-cp312-win_amd64.whl
Size 3.9 MB
Tags CPython 3.12 Windows x86-64
SHA-256 checksum
How to use checksums
270b393ee1f2878676e0edc60b8c03b51e987f8f255c4a7ce1acbc496b911711
BLAKE2b-256 checksum
How to use checksums
9dbaa7ebaeb9f0294abdb156fd212ef449571d30e23a33adde9cab0846c42e19
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 30, 2026.

Transparency log

Release files / momwire-0.68.0-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

Download URL momwire-0.68.0-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
Size 4.1 MB
Tags CPython 3.12 Linux glibc 2.24+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum
How to use checksums
fdff62cd79b2acdb48b200bfec4f00c56cce9b30d86d49173d4df7db20167fcf
BLAKE2b-256 checksum
How to use checksums
8946689d618e4539590a3387a73233da4ef8a3356e8b042a4c26960a15d535d2
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 30, 2026.

Transparency log

Release files / momwire-0.68.0-cp312-cp312-macosx_14_0_arm64.whl

Download URL momwire-0.68.0-cp312-cp312-macosx_14_0_arm64.whl
Size 2.5 MB
Tags CPython 3.12 macOS 14.0+ ARM64
SHA-256 checksum
How to use checksums
4aa468eccdfe43eab00926b7bea94268eaa8487d608dff670fa761c9c01121e4
BLAKE2b-256 checksum
How to use checksums
3345afbb102b8ad876ebb39b95507986485ecb8b8f66f25e9ec23451806a509e
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 30, 2026.

Transparency log

Release files / momwire-0.68.0-cp311-cp311-win_amd64.whl

Download URL momwire-0.68.0-cp311-cp311-win_amd64.whl
Size 3.8 MB
Tags CPython 3.11 Windows x86-64
SHA-256 checksum
How to use checksums
957dbe19c120a758e40f68dd2d877ccf626c388c64d73d78d7988f637953b9ca
BLAKE2b-256 checksum
How to use checksums
213d5907790d41efd9d9213c8ab2d227e32e9fb09baa0b5b9ef93a0b27c8cc15
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 30, 2026.

Transparency log

Release files / momwire-0.68.0-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

Download URL momwire-0.68.0-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
Size 4.1 MB
Tags CPython 3.11 Linux glibc 2.24+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum
How to use checksums
1024f0a6e42490e36dac99c9c5c5e20b0dc22cc7d37f440b798bdfe2fd93b7cd
BLAKE2b-256 checksum
How to use checksums
60de988f73f9740b9df2efd17c9ec134dfd57190d794626fbfdb11ee949a6667
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 30, 2026.

Transparency log

Release files / momwire-0.68.0-cp311-cp311-macosx_14_0_arm64.whl

Download URL momwire-0.68.0-cp311-cp311-macosx_14_0_arm64.whl
Size 2.4 MB
Tags CPython 3.11 macOS 14.0+ ARM64
SHA-256 checksum
How to use checksums
7d3e19b2c930aca297843e0920182c90f46722ffd7b4f3aa6dc122e598ad8aa1
BLAKE2b-256 checksum
How to use checksums
359eac6186e7a5f0a64b8448d1e860ef98ad8e91d014bf2de4e2a18a46294535
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 30, 2026.

Transparency log

Release files / momwire-0.68.0-cp310-cp310-win_amd64.whl

Download URL momwire-0.68.0-cp310-cp310-win_amd64.whl
Size 3.8 MB
Tags CPython 3.10 Windows x86-64
SHA-256 checksum
How to use checksums
c35cee4044baa0ba1ba65b18b3810bf79d1cae2bf7d9e891fb314ff3a79ef784
BLAKE2b-256 checksum
How to use checksums
a3f3e9a3675b294741b590aa49bdd4c6087760f1adeac7cd233ef5287a90c61c
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 30, 2026.

Transparency log

Release files / momwire-0.68.0-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

Download URL momwire-0.68.0-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
Size 4.1 MB
Tags CPython 3.10 Linux glibc 2.24+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum
How to use checksums
5f31c41ed3d8e482ad1a5af1997eada8064a7114205dd10e107cdacdbf16658e
BLAKE2b-256 checksum
How to use checksums
21104111d78b73e0dbeb39c3da5c2d016420da4ccecda3df3ac627a460801dcd
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 30, 2026.

Transparency log

Release files / momwire-0.68.0-cp310-cp310-macosx_14_0_arm64.whl

Download URL momwire-0.68.0-cp310-cp310-macosx_14_0_arm64.whl
Size 2.4 MB
Tags CPython 3.10 macOS 14.0+ ARM64
SHA-256 checksum
How to use checksums
454a400ee3dcca0ad09f596f5728e16a66819c39e1e989159a55e3772050e5b3
BLAKE2b-256 checksum
How to use checksums
42d21b933deff74c8a22670fb0bd63332069b930b06d2314a92f90355d0ebc42
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 30, 2026.

Transparency log

Security for momwire 0.68.0

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

Full provenance

All 19 files in this release have been uploaded with provenance metadata.

Select from 19 files

Attestation for momwire-0.68.0.tar.gz

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 30, 2026.

Transparency log

A note on package security

PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.

To learn more about protecting yourself from malicious actors, visit our package security documentation.

Release history Release notifications | RSS feed

This release

0.68.0 This release

19 release files Full provenance

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page