pygnss — GNSS utilities and tools

pygnss is a lightweight collection of utilities for GNSS data processing:

parsers for Hatanaka (CRX) and RINEX formats,
IONEX (GIM) utilities and exporters,
small geodetic and ionospheric helpers, and
a few filtering tools (particle filter, EKF/UKF helpers) used in demos and tests.

This README gives a short overview for users and contributors: installation, development (building the compiled extension), available CLI scripts and examples of the most used APIs.

Installation

Stable release from PyPI (no compiled extension required for pure-Python features):

pip install pygnss

Developer / editable install (builds the C extension declared in pyproject.toml). This is the recommended setup when working on the repository locally because some features (Hatanaka/CRX parsing) rely on a compiled extension for speed.

# create and activate a venv
python -m venv .venv
source .venv/bin/activate
# install the package and test/dev extras
python -m pip install --upgrade pip
python -m pip install -e '.[test]'

Notes on the compiled extension

The extension module pygnss._c_ext is built from the sources listed in pyproject.toml (under [[tool.setuptools.ext-modules]]). Building the package with pip install . or python -m build will compile it. On CI the workflow provided in .github/workflows/python-package.yml creates a virtualenv and runs pip install -e '.[test]' to ensure the entry points and compiled modules are available for tests.

CLI entry points (installed as console scripts)

The package declares several console scripts (see pyproject.toml):

ionex_diff — compare IONEX files or compare an IONEX to NeQuick output
compute_cdf — utility to compute CDF from data (used by examples)
rinex_from_file, rinex_to_parquet, merge_rinex_nav — helpers for RINEX conversions

After installing the package into a venv these commands are available on $PATH (from .venv/bin). Tests rely on the entry points being discoverable via PATH in CI, so the workflow prepends .venv/bin to PATH before running tests.

Quick usage examples

Hatanaka (CRX) -> pandas DataFrame

from pygnss import hatanaka

df = hatanaka.to_dataframe('station.crx.gz', station='MYST')
print(df.head())

If the compiled extension is not available the function raises an ImportError with instructions to build/install the package (see "Developer" section).

Read and diff IONEX maps (programmatic)

from pygnss import ionex
from pygnss.iono import gim

# load an ionex and collect VTEC maps
handler = gim.GimHandlerArray()
ionex.load('sample.ionex', gim_handler=handler)
print(len(handler.vtec_gims))

Running tests locally

With the venv active and the test extras installed the canonical way to run the test-suite is:

# inside the project root with .venv activated
python -m pytest -v

If tests call console scripts (such as ionex_diff) the venv bin directory must be on PATH so subprocesses can find the entry points. The CI workflow prepares the environment accordingly.

Where to look next

pygnss/hatanaka.py — Hatanaka/CRX parsing wrapper (uses compiled helper)
pygnss/ionex.py — IONEX loader/writer and CLI glue
pygnss/filter/ — particle filter, EKF/UKF helpers and demos

Release files for pygnss 2.1.3

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

Built distributions (wheels)

Table of built distributions (wheels) for pygnss 2.1.3
File	Interpreter	ABI	Platform	Reset
pygnss-2.1.3-cp314-cp314t-win_amd64.whl 92.4 kB Apr 10, 2026	CPython 3.14	CPython 3.14 free-threading	Windows x86-64	Details
pygnss-2.1.3-cp314-cp314t-win32.whl 90.7 kB Apr 10, 2026	CPython 3.14	CPython 3.14 free-threading	Windows x86-32	Details
pygnss-2.1.3-cp314-cp314t-musllinux_1_2_x86_64.whl 127.0 kB Apr 10, 2026	CPython 3.14	CPython 3.14 free-threading	Linux musl 1.2+ x86-64	Details
pygnss-2.1.3-cp314-cp314t-manylinux2010_x86_64.manylinux_2_12_x86_64.manylinux_2_28_x86_64.whl 130.1 kB Apr 10, 2026	CPython 3.14	CPython 3.14 free-threading	Linux glibc 2.12+ x86-64, Linux glibc 2.28+ x86-64	Details
pygnss-2.1.3-cp314-cp314t-macosx_11_0_arm64.whl 91.2 kB Apr 10, 2026	CPython 3.14	CPython 3.14 free-threading	macOS 11.0+ ARM64	Details
pygnss-2.1.3-cp314-cp314t-macosx_10_15_x86_64.whl 90.3 kB Apr 10, 2026	CPython 3.14	CPython 3.14 free-threading	macOS 10.15+ x86-64	Details
pygnss-2.1.3-cp314-cp314-win_amd64.whl 92.3 kB Apr 10, 2026	CPython 3.14	CPython 3.14	Windows x86-64	Details
pygnss-2.1.3-cp314-cp314-win32.whl 90.6 kB Apr 10, 2026	CPython 3.14	CPython 3.14	Windows x86-32	Details
pygnss-2.1.3-cp314-cp314-musllinux_1_2_x86_64.whl 126.0 kB Apr 10, 2026	CPython 3.14	CPython 3.14	Linux musl 1.2+ x86-64	Details
pygnss-2.1.3-cp314-cp314-manylinux2010_x86_64.manylinux_2_12_x86_64.manylinux_2_28_x86_64.whl 129.1 kB Apr 10, 2026	CPython 3.14	CPython 3.14	Linux glibc 2.12+ x86-64, Linux glibc 2.28+ x86-64	Details
pygnss-2.1.3-cp314-cp314-macosx_11_0_arm64.whl 91.1 kB Apr 10, 2026	CPython 3.14	CPython 3.14	macOS 11.0+ ARM64	Details
pygnss-2.1.3-cp314-cp314-macosx_10_15_x86_64.whl 90.2 kB Apr 10, 2026	CPython 3.14	CPython 3.14	macOS 10.15+ x86-64	Details
pygnss-2.1.3-cp313-cp313-win_amd64.whl 91.5 kB Apr 10, 2026	CPython 3.13	CPython 3.13	Windows x86-64	Details
pygnss-2.1.3-cp313-cp313-win32.whl 89.8 kB Apr 10, 2026	CPython 3.13	CPython 3.13	Windows x86-32	Details
pygnss-2.1.3-cp313-cp313-musllinux_1_2_x86_64.whl 125.5 kB Apr 10, 2026	CPython 3.13	CPython 3.13	Linux musl 1.2+ x86-64	Details
pygnss-2.1.3-cp313-cp313-manylinux2010_x86_64.manylinux_2_12_x86_64.manylinux_2_28_x86_64.whl 128.6 kB Apr 10, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.12+ x86-64, Linux glibc 2.28+ x86-64	Details
pygnss-2.1.3-cp313-cp313-macosx_11_0_arm64.whl 91.0 kB Apr 10, 2026	CPython 3.13	CPython 3.13	macOS 11.0+ ARM64	Details
pygnss-2.1.3-cp313-cp313-macosx_10_13_x86_64.whl 90.1 kB Apr 10, 2026	CPython 3.13	CPython 3.13	macOS 10.13+ x86-64	Details
pygnss-2.1.3-cp312-cp312-win_amd64.whl 91.5 kB Apr 10, 2026	CPython 3.12	CPython 3.12	Windows x86-64	Details
pygnss-2.1.3-cp312-cp312-win32.whl 89.8 kB Apr 10, 2026	CPython 3.12	CPython 3.12	Windows x86-32	Details
pygnss-2.1.3-cp312-cp312-musllinux_1_2_x86_64.whl 125.4 kB Apr 10, 2026	CPython 3.12	CPython 3.12	Linux musl 1.2+ x86-64	Details
pygnss-2.1.3-cp312-cp312-manylinux2010_x86_64.manylinux_2_12_x86_64.manylinux_2_28_x86_64.whl 128.5 kB Apr 10, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.12+ x86-64, Linux glibc 2.28+ x86-64	Details
pygnss-2.1.3-cp312-cp312-macosx_11_0_arm64.whl 91.0 kB Apr 10, 2026	CPython 3.12	CPython 3.12	macOS 11.0+ ARM64	Details
pygnss-2.1.3-cp312-cp312-macosx_10_13_x86_64.whl 90.1 kB Apr 10, 2026	CPython 3.12	CPython 3.12	macOS 10.13+ x86-64	Details
pygnss-2.1.3-cp311-cp311-win_amd64.whl 91.5 kB Apr 10, 2026	CPython 3.11	CPython 3.11	Windows x86-64	Details
pygnss-2.1.3-cp311-cp311-win32.whl 89.8 kB Apr 10, 2026	CPython 3.11	CPython 3.11	Windows x86-32	Details
pygnss-2.1.3-cp311-cp311-musllinux_1_2_x86_64.whl 124.8 kB Apr 10, 2026	CPython 3.11	CPython 3.11	Linux musl 1.2+ x86-64	Details
pygnss-2.1.3-cp311-cp311-manylinux2010_x86_64.manylinux_2_12_x86_64.manylinux_2_28_x86_64.whl 127.9 kB Apr 10, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.28+ x86-64, Linux glibc 2.12+ x86-64	Details
pygnss-2.1.3-cp311-cp311-macosx_11_0_arm64.whl 91.0 kB Apr 10, 2026	CPython 3.11	CPython 3.11	macOS 11.0+ ARM64	Details
pygnss-2.1.3-cp311-cp311-macosx_10_9_x86_64.whl 90.1 kB Apr 10, 2026	CPython 3.11	CPython 3.11	macOS 10.9+ x86-64	Details
pygnss-2.1.3-cp310-cp310-win_amd64.whl 91.5 kB Apr 10, 2026	CPython 3.10	CPython 3.10	Windows x86-64	Details
pygnss-2.1.3-cp310-cp310-win32.whl 89.8 kB Apr 10, 2026	CPython 3.10	CPython 3.10	Windows x86-32	Details
pygnss-2.1.3-cp310-cp310-musllinux_1_2_x86_64.whl 124.0 kB Apr 10, 2026	CPython 3.10	CPython 3.10	Linux musl 1.2+ x86-64	Details
pygnss-2.1.3-cp310-cp310-manylinux2010_x86_64.manylinux_2_12_x86_64.manylinux_2_28_x86_64.whl 127.0 kB Apr 10, 2026	CPython 3.10	CPython 3.10	Linux glibc 2.12+ x86-64, Linux glibc 2.28+ x86-64	Details
pygnss-2.1.3-cp310-cp310-macosx_11_0_arm64.whl 91.0 kB Apr 10, 2026	CPython 3.10	CPython 3.10	macOS 11.0+ ARM64	Details
pygnss-2.1.3-cp310-cp310-macosx_10_9_x86_64.whl 90.1 kB Apr 10, 2026	CPython 3.10	CPython 3.10	macOS 10.9+ x86-64	Details

Total release size: 3.7 MB

Release files / pygnss-2.1.3-cp314-cp314t-win_amd64.whl

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Release files / pygnss-2.1.3-cp314-cp314t-musllinux_1_2_x86_64.whl

Download URL	pygnss-2.1.3-cp314-cp314t-musllinux_1_2_x86_64.whl
Size	127.0 kB
Tags	CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ x86-64
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Release files / pygnss-2.1.3-cp314-cp314t-manylinux2010_x86_64.manylinux_2_12_x86_64.manylinux_2_28_x86_64.whl

Download URL	pygnss-2.1.3-cp314-cp314t-manylinux2010_x86_64.manylinux_2_12_x86_64.manylinux_2_28_x86_64.whl
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Release files / pygnss-2.1.3-cp314-cp314t-macosx_10_15_x86_64.whl

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Release files / pygnss-2.1.3-cp314-cp314-win32.whl

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Identity

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Publishing repository: github.com/mgfernan/pygnss
Publishing commit: github.com/mgfernan/pygnss/tree/0ac20580a644c9e9ede609013fed051a3523485e

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Release files / pygnss-2.1.3-cp311-cp311-musllinux_1_2_x86_64.whl

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Identity

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Publishing commit: github.com/mgfernan/pygnss/tree/0ac20580a644c9e9ede609013fed051a3523485e

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Release files / pygnss-2.1.3-cp311-cp311-manylinux2010_x86_64.manylinux_2_12_x86_64.manylinux_2_28_x86_64.whl

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Publishing repository: github.com/mgfernan/pygnss
Publishing commit: github.com/mgfernan/pygnss/tree/0ac20580a644c9e9ede609013fed051a3523485e

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Release files / pygnss-2.1.3-cp311-cp311-macosx_11_0_arm64.whl

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Publishing repository: github.com/mgfernan/pygnss
Publishing commit: github.com/mgfernan/pygnss/tree/0ac20580a644c9e9ede609013fed051a3523485e

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Release files / pygnss-2.1.3-cp311-cp311-macosx_10_9_x86_64.whl

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Identity

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Publishing repository: github.com/mgfernan/pygnss
Publishing commit: github.com/mgfernan/pygnss/tree/0ac20580a644c9e9ede609013fed051a3523485e

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Identity

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Publishing repository: github.com/mgfernan/pygnss
Publishing commit: github.com/mgfernan/pygnss/tree/0ac20580a644c9e9ede609013fed051a3523485e

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Release files / pygnss-2.1.3-cp310-cp310-win32.whl

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Uploaded via	`twine/6.1.0 CPython/3.13.12`

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Identity

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Publishing repository: github.com/mgfernan/pygnss
Publishing commit: github.com/mgfernan/pygnss/tree/0ac20580a644c9e9ede609013fed051a3523485e

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Release files / pygnss-2.1.3-cp310-cp310-musllinux_1_2_x86_64.whl

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Uploaded via	`twine/6.1.0 CPython/3.13.12`

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Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/mgfernan/pygnss
Publishing commit: github.com/mgfernan/pygnss/tree/0ac20580a644c9e9ede609013fed051a3523485e

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Release files / pygnss-2.1.3-cp310-cp310-manylinux2010_x86_64.manylinux_2_12_x86_64.manylinux_2_28_x86_64.whl

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Uploaded via	`twine/6.1.0 CPython/3.13.12`

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Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/mgfernan/pygnss
Publishing commit: github.com/mgfernan/pygnss/tree/0ac20580a644c9e9ede609013fed051a3523485e

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Release files / pygnss-2.1.3-cp310-cp310-macosx_11_0_arm64.whl

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Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/mgfernan/pygnss
Publishing commit: github.com/mgfernan/pygnss/tree/0ac20580a644c9e9ede609013fed051a3523485e

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Release files / pygnss-2.1.3-cp310-cp310-macosx_10_9_x86_64.whl

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Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/mgfernan/pygnss
Publishing commit: github.com/mgfernan/pygnss/tree/0ac20580a644c9e9ede609013fed051a3523485e

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