GramPy
GramPy is an importable Python library and command-line tooling for decoding MFSK32 and MFSK64 transmissions from SigMF IQ recordings. It is maintained as a standalone project after its extraction from Radiogram.
The PyPI distribution name is radiogrampy; its Python import name is
grampy.
Python 3.11 or newer is required.
Setup
Create a virtual environment and install GramPy with its runtime dependencies:
python3 -m venv .venv
.venv/bin/python -m pip install --editable . pillow
Pillow is used by the image-related test suite. The repository uses a src/
layout, so run Python work with both the virtual environment and source tree
selected:
PYTHONPATH="$PWD/src" PATH="$PWD/.venv/bin:$PATH" \
.venv/bin/python -m unittest discover -s tests
For full-suite runs, experiments, corpus jobs, or other potentially long work,
follow the managed-execution contract in AGENTS.md. The normal Mac
entry point is tools/mac-local.sh; place a temporary command batch in the
ignored .local/mac-command.sh when needed.
Tests and corpus
The normal regression suite runs without large external artifacts. Tests that need received IQ or controlled generated fixtures skip cleanly when those optional inputs are absent.
See tests/README.md to install an optional received-IQ corpus, point tests at an existing corpus, or package one for controlled distribution. Large samples are never committed to this repository.
Decode a SigMF recording
GramPy includes a command-line adapter for reproducible decoder work on a SigMF metadata/data pair:
tools/mfsk-iq-decode \
--in-meta recording.sigmf-meta \
--in-data recording.sigmf-data \
--out-manifest results/decode.json \
--mode MFSK64
The command writes a manifest containing the decoded text, diagnostics, and
artifact inventory. Large decoded pictures are written beside it in
results/decode.artifacts/; small rasters are embedded in the manifest. See
the SigMF decode guide for the accepted metadata, input
formats, interval options, and complete output layout.
Development
Use docs/operations/change-management-v1.md for continuous-improvement work. It defines the request, baseline, candidate, evaluation, acceptance, and closeout cycle. Decoder architecture, contracts, validation guidance, and the accepted baseline are indexed in docs/decoder/README.md.
Reusable command-line tools are documented in tools/README.md.
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