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, free space only. 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

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, free space only.
  • 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.

Release files for momwire 0.60.0

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 0.60.0
File Size Uploaded
momwire-0.60.0.tar.gz 3.2 MB Details

Built distributions (wheels)

Table of built distributions (wheels) for momwire 0.60.0
File
momwire-0.60.0-cp315-cp315-win_amd64.whl CPython 3.15 CPython 3.15 Windows x86-64 Details
momwire-0.60.0-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-0.60.0-cp315-cp315-macosx_14_0_arm64.whl CPython 3.15 CPython 3.15 macOS 14.0+ ARM64 Details
momwire-0.60.0-cp314-cp314-win_amd64.whl CPython 3.14 CPython 3.14 Windows x86-64 Details
momwire-0.60.0-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-0.60.0-cp314-cp314-macosx_14_0_arm64.whl CPython 3.14 CPython 3.14 macOS 14.0+ ARM64 Details
momwire-0.60.0-cp313-cp313-win_amd64.whl CPython 3.13 CPython 3.13 Windows x86-64 Details
momwire-0.60.0-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-0.60.0-cp313-cp313-macosx_14_0_arm64.whl CPython 3.13 CPython 3.13 macOS 14.0+ ARM64 Details
momwire-0.60.0-cp312-cp312-win_amd64.whl CPython 3.12 CPython 3.12 Windows x86-64 Details
momwire-0.60.0-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl CPython 3.12 CPython 3.12 Linux glibc 2.28+ x86-64, Linux glibc 2.24+ x86-64 Details
momwire-0.60.0-cp312-cp312-macosx_14_0_arm64.whl CPython 3.12 CPython 3.12 macOS 14.0+ ARM64 Details
momwire-0.60.0-cp311-cp311-win_amd64.whl CPython 3.11 CPython 3.11 Windows x86-64 Details
momwire-0.60.0-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl CPython 3.11 CPython 3.11 Linux glibc 2.24+ x86-64, Linux glibc 2.28+ x86-64 Details
momwire-0.60.0-cp311-cp311-macosx_14_0_arm64.whl CPython 3.11 CPython 3.11 macOS 14.0+ ARM64 Details
momwire-0.60.0-cp310-cp310-win_amd64.whl CPython 3.10 CPython 3.10 Windows x86-64 Details
momwire-0.60.0-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl CPython 3.10 CPython 3.10 Linux glibc 2.28+ x86-64, Linux glibc 2.24+ x86-64 Details
momwire-0.60.0-cp310-cp310-macosx_14_0_arm64.whl CPython 3.10 CPython 3.10 macOS 14.0+ ARM64 Details

Total release size: 54.9 MB

Release files / momwire-0.60.0.tar.gz

Download URL momwire-0.60.0.tar.gz
Size 3.2 MB
Tags Source
SHA-256 checksum
How to use checksums
c51c509de6430882c93339ec39ceadb8e6f62e4f363637d3aed8659c85265f34
BLAKE2b-256 checksum
How to use checksums
b0cdd410d937bd3909e929d1f1fc151e4d70946e66154873456c7cf642f5c057
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 18, 2026.

Transparency log

Release files / momwire-0.60.0-cp315-cp315-win_amd64.whl

Download URL momwire-0.60.0-cp315-cp315-win_amd64.whl
Size 3.2 MB
Tags CPython 3.15 Windows x86-64
SHA-256 checksum
How to use checksums
d72eddb4f30045eaa255d4530b4cdf99785acd4c994aa9643b93c7d41c58238f
BLAKE2b-256 checksum
How to use checksums
75340814555d497fa31c3bda97439210ac91f76e36022c828cdd9e39164fb578
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 18, 2026.

Transparency log

Release files / momwire-0.60.0-cp315-cp315-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

Download URL momwire-0.60.0-cp315-cp315-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
Size 3.4 MB
Tags CPython 3.15 Linux glibc 2.24+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum
How to use checksums
7c032843fc8743115cc14c6a2435d7c59fbc1f0d1918f67627eb7e367231e37f
BLAKE2b-256 checksum
How to use checksums
616b88e6675da18e9af49c2fd96ade3ab4e011ff1420291c23bcdb0d72829df6
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 18, 2026.

Transparency log

Release files / momwire-0.60.0-cp315-cp315-macosx_14_0_arm64.whl

Download URL momwire-0.60.0-cp315-cp315-macosx_14_0_arm64.whl
Size 2.0 MB
Tags CPython 3.15 macOS 14.0+ ARM64
SHA-256 checksum
How to use checksums
d73f351e4071a482dd29b0483508d50110e97e666db895e0c4474c8e180b0d38
BLAKE2b-256 checksum
How to use checksums
3e66bad42be2cf07af46806f17f21c3b231135f0fdf6952b5025ecd2f5ddee5b
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 18, 2026.

Transparency log

Release files / momwire-0.60.0-cp314-cp314-win_amd64.whl

Download URL momwire-0.60.0-cp314-cp314-win_amd64.whl
Size 3.2 MB
Tags CPython 3.14 Windows x86-64
SHA-256 checksum
How to use checksums
c2e0b6b5d977f2892f397620e7aa6e87ed3eef93d6e661b901f8256e774f9c42
BLAKE2b-256 checksum
How to use checksums
b71ac36106e0feefaa1723ef380cd6705401f5b8757b4ea49cf969bc265eb68a
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 18, 2026.

Transparency log

Release files / momwire-0.60.0-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

Download URL momwire-0.60.0-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
Size 3.4 MB
Tags CPython 3.14 Linux glibc 2.24+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum
How to use checksums
eea65913daf1dd4987d77f7ae1fdfd8494233d292c8e90f1ecec09f0236433bc
BLAKE2b-256 checksum
How to use checksums
d4f03bee7d0b8116486cbb7a7392abe9ad1b4aedcb492e63f154f475919b5f62
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 18, 2026.

Transparency log

Release files / momwire-0.60.0-cp314-cp314-macosx_14_0_arm64.whl

Download URL momwire-0.60.0-cp314-cp314-macosx_14_0_arm64.whl
Size 2.0 MB
Tags CPython 3.14 macOS 14.0+ ARM64
SHA-256 checksum
How to use checksums
12907b251eb15ff7a6e43bb8d20bcb64076040c839d26863964072f317d170dc
BLAKE2b-256 checksum
How to use checksums
49c7191bd324046bda81e8012dc8df1e200acabffa23161c1040841af3dd37a1
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 18, 2026.

Transparency log

Release files / momwire-0.60.0-cp313-cp313-win_amd64.whl

Download URL momwire-0.60.0-cp313-cp313-win_amd64.whl
Size 3.2 MB
Tags CPython 3.13 Windows x86-64
SHA-256 checksum
How to use checksums
33eac4add8729007dbda79f3ed8216b4596deda2886d8c17cfd11c08b87ff2b1
BLAKE2b-256 checksum
How to use checksums
beebcb413f27db63484970c3b664a735fd8fc2108a1126736e64c4a193fd9bf6
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 18, 2026.

Transparency log

Release files / momwire-0.60.0-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

Download URL momwire-0.60.0-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
Size 3.4 MB
Tags CPython 3.13 Linux glibc 2.24+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum
How to use checksums
a42b190e097aac206ff9890f3d555d9eb6246ae3043fe563ad828ac0a111cb7b
BLAKE2b-256 checksum
How to use checksums
9c91d808d96935e3e4214d7a429f5882728421b2feaf302dc4b6cf09fddc09ff
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 18, 2026.

Transparency log

Release files / momwire-0.60.0-cp313-cp313-macosx_14_0_arm64.whl

Download URL momwire-0.60.0-cp313-cp313-macosx_14_0_arm64.whl
Size 2.0 MB
Tags CPython 3.13 macOS 14.0+ ARM64
SHA-256 checksum
How to use checksums
9bc169c7d0dbb220f1be4062be74b86d3d8e34c4bf152d82c9e0b9d744a60c9e
BLAKE2b-256 checksum
How to use checksums
15c49a76e4ba4c405b3babcadbf18afcdb57e0ff1f52438a593d8da462e4b606
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 18, 2026.

Transparency log

Release files / momwire-0.60.0-cp312-cp312-win_amd64.whl

Download URL momwire-0.60.0-cp312-cp312-win_amd64.whl
Size 3.2 MB
Tags CPython 3.12 Windows x86-64
SHA-256 checksum
How to use checksums
54d9d09517a464ec03581e56d8f4c22f5ad78d0ffc92008f7d0d8775b5de30ed
BLAKE2b-256 checksum
How to use checksums
6cb59d1e310668a1ed79ddbac81fda83e24453d32d4b567c6eef5796b2961c7b
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 18, 2026.

Transparency log

Release files / momwire-0.60.0-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

Download URL momwire-0.60.0-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
Size 3.4 MB
Tags CPython 3.12 Linux glibc 2.24+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum
How to use checksums
e10a6a2df0cd25e25592dbac2927a5c755d41018247f57deb3d016b302293c43
BLAKE2b-256 checksum
How to use checksums
6e4de5382f910e6c7b9934a4680bd2ad12d5dfd654ab5c8f186ea3531ba051cb
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 18, 2026.

Transparency log

Release files / momwire-0.60.0-cp312-cp312-macosx_14_0_arm64.whl

Download URL momwire-0.60.0-cp312-cp312-macosx_14_0_arm64.whl
Size 2.0 MB
Tags CPython 3.12 macOS 14.0+ ARM64
SHA-256 checksum
How to use checksums
0e9f1f95adfa235dec6c6fa94eeea1eacbe37954d2bbc89fed36ac178afe737c
BLAKE2b-256 checksum
How to use checksums
ba680e8b497eec4e7ce47c4caf0c0b7a71f3277c5a86ba14b18eaa6068e3ad60
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 18, 2026.

Transparency log

Release files / momwire-0.60.0-cp311-cp311-win_amd64.whl

Download URL momwire-0.60.0-cp311-cp311-win_amd64.whl
Size 3.2 MB
Tags CPython 3.11 Windows x86-64
SHA-256 checksum
How to use checksums
fe727be22b0feda0d559bf894a9ccc5122562fd0b6d8e738eb7d11f7bd5f3f28
BLAKE2b-256 checksum
How to use checksums
8655555d66b0cdb90fd0e37a8712075945f32227a98943fa5180c435c7e6ad60
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 18, 2026.

Transparency log

Release files / momwire-0.60.0-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

Download URL momwire-0.60.0-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
Size 3.4 MB
Tags CPython 3.11 Linux glibc 2.24+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum
How to use checksums
2fae8133df318b715dbc88e1118d5a65788692a3db69f37ccb2b77b5f7f9c349
BLAKE2b-256 checksum
How to use checksums
19fa950b610ada9f12fd580f18a1fbcb81bc596e888e870c2b1914d93985914c
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 18, 2026.

Transparency log

Release files / momwire-0.60.0-cp311-cp311-macosx_14_0_arm64.whl

Download URL momwire-0.60.0-cp311-cp311-macosx_14_0_arm64.whl
Size 2.0 MB
Tags CPython 3.11 macOS 14.0+ ARM64
SHA-256 checksum
How to use checksums
924fea24e0160b30ae5d4e03f5be4fd944e41cab766463e191d71dbd9e3b1f45
BLAKE2b-256 checksum
How to use checksums
8f7b7fe1d52c1629404b0ad2850cad569bae0d797d3f4b3e24b761f1163311df
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 18, 2026.

Transparency log

Release files / momwire-0.60.0-cp310-cp310-win_amd64.whl

Download URL momwire-0.60.0-cp310-cp310-win_amd64.whl
Size 3.2 MB
Tags CPython 3.10 Windows x86-64
SHA-256 checksum
How to use checksums
90a5cd0dc4ca92173bb12fbaeddadfb45d9f194f9e2a402b024179afcf113e30
BLAKE2b-256 checksum
How to use checksums
3bec9780458721e49f51a3702cb2f20ada0e9ea2f8008dfba45d4556b52e1eda
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 18, 2026.

Transparency log

Release files / momwire-0.60.0-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

Download URL momwire-0.60.0-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
Size 3.4 MB
Tags CPython 3.10 Linux glibc 2.24+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum
How to use checksums
d9cccd701fb5c701040c9d46fc1ccfa57e07027dcbabcf9059c8897aa51442d3
BLAKE2b-256 checksum
How to use checksums
f65c3e633d2b2acc4d5ee61a2ad5eb5a054dccbe5298867449432c536f60cb8e
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 18, 2026.

Transparency log

Release files / momwire-0.60.0-cp310-cp310-macosx_14_0_arm64.whl

Download URL momwire-0.60.0-cp310-cp310-macosx_14_0_arm64.whl
Size 2.0 MB
Tags CPython 3.10 macOS 14.0+ ARM64
SHA-256 checksum
How to use checksums
540cb20907cde2053480c5ec73889b27daf23fb6e6479b04b78de1e964632c29
BLAKE2b-256 checksum
How to use checksums
b8a6c3a2b11a34f78225105658300592f86c6984cce51fd7b0c22ddd6679dbb1
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 18, 2026.

Transparency log

Release history Release notifications | RSS feed

This release

0.60.0 This release

19 release files

0.2.3

16 release files

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