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# ruview
**Ambient intelligence from WiFi CSI.** Detect human presence, count
people, read breathing and heart rate, and estimate skeletal pose —
using only the WiFi signal already in your home. No cameras. No
wearables. Works through walls and in the dark.
`ruview` is the brand-facing meta-package for the
[RuView](https://github.com/ruvnet/RuView) sensing stack. It installs
the compiled PyO3 wheel published as
[`wifi-densepose`](https://pypi.org/project/wifi-densepose/) and
re-exports its full API under the `ruview` namespace — so you can
write either of these and they do the same thing:
```python
from ruview import BreathingExtractor, SensingClient
from wifi_densepose import BreathingExtractor, SensingClient
```
## Install
```bash
pip install ruview # core DSP
pip install "ruview[client]" # + WebSocket/MQTT clients
```
## Usage
```python
from ruview import BreathingExtractor
br = BreathingExtractor.esp32_default() # 56 subcarriers @ 100 Hz, 30s window
for residuals, weights in csi_source:
est = br.extract(residuals=residuals, weights=weights)
if est is not None:
print(f"{est.value_bpm:.1f} BPM (confidence={est.confidence:.2f})")
```
Full API + WebSocket / MQTT / Home Assistant integration docs:
[wifi-densepose on PyPI](https://pypi.org/project/wifi-densepose/).
## Why two PyPI names?
Historic: `wifi-densepose` is the technical / academic name (the
project started as a WiFi-based DensePose implementation).
`ruview` is the brand the v2 ambient-intelligence platform ships
under. Both are the same code. You pick the import that reads
better in your project.
## Links
- **Repository** — https://github.com/ruvnet/RuView
- **Modernization plan** — [ADR-117](https://github.com/ruvnet/RuView/blob/main/docs/adr/ADR-117-pip-wifi-densepose-modernization.md)
- **Issues** — https://github.com/ruvnet/RuView/issues
## License
MIT.
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# ADR-117 sibling release — `ruview` meta-package.
#
# Pure-Python wheel that re-exports everything from `wifi-densepose`
# under the alias `ruview`. They're the same code, distributed under
# two PyPI names so users can `pip install ruview` (the brand) or
# `pip install wifi-densepose` (the technical name) — both end up
# with the same compiled DSP available.
#
# Build:
# cd python/ruview-meta
# python -m build
[build-system]
requires = ["setuptools>=68"]
build-backend = "setuptools.build_meta"
[project]
name = "ruview"
version = "2.0.0a1"
description = "RuView — ambient intelligence from WiFi CSI. Meta-package; installs `wifi-densepose` and re-exports it under the `ruview` namespace. See https://github.com/ruvnet/RuView."
readme = "README.md"
requires-python = ">=3.10"
license = { text = "MIT" }
authors = [{ name = "rUv", email = "ruv@ruv.net" }]
keywords = [
"wifi", "csi", "pose-estimation", "vital-signs",
"biometric", "ambient-intelligence", "home-assistant", "matter",
"ruview",
]
classifiers = [
"Development Status :: 3 - Alpha",
"Intended Audience :: Developers",
"Intended Audience :: Science/Research",
"License :: OSI Approved :: MIT License",
"Operating System :: OS Independent",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13",
"Topic :: Scientific/Engineering",
"Topic :: Scientific/Engineering :: Artificial Intelligence",
"Typing :: Typed",
]
dependencies = [
# Pin to the matching v2 release so an alpha-pin `pip install ruview`
# always gets a compatible wifi-densepose.
"wifi-densepose==2.0.0a1",
]
[project.optional-dependencies]
client = ["wifi-densepose[client]==2.0.0a1"]
[project.urls]
Homepage = "https://github.com/ruvnet/RuView"
Repository = "https://github.com/ruvnet/RuView"
Issues = "https://github.com/ruvnet/RuView/issues"
Documentation = "https://github.com/ruvnet/RuView/tree/main/docs"
[tool.setuptools]
packages = ["ruview"]
package-dir = { "" = "src" }
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"""RuView — ambient intelligence from WiFi CSI.
This package is a thin alias around `wifi-densepose`. Both PyPI names
ship the same code and the same compiled Rust core; `ruview` is the
brand-facing name and `wifi-densepose` is the technical name. Pick
whichever you prefer:
pip install ruview
pip install wifi-densepose
Both make this work:
from ruview import BreathingExtractor, hello
# or equivalently:
from wifi_densepose import BreathingExtractor, hello
The actual compiled DSP, the Python facade, and every public class
live in `wifi_densepose` — `ruview` just re-exports the surface so the
two names are interchangeable in application code.
"""
from __future__ import annotations
import wifi_densepose as _wdp
# Re-export everything `wifi_densepose.__all__` declares.
for _name in _wdp.__all__:
globals()[_name] = getattr(_wdp, _name)
# Version + diagnostic fields — surface them under the ruview name
# too so users can `print(ruview.__rust_version__)` without reaching
# into the wifi_densepose module.
__version__: str = _wdp.__version__
__rust_version__: str = _wdp.__rust_version__
__rust_build_tag__: str = _wdp.__rust_build_tag__
__build_features__ = list(_wdp.__build_features__)
# The client sub-package is also aliased for symmetry.
try:
from wifi_densepose import client # type: ignore[import-not-found] # noqa: F401
except ImportError:
# client extras not installed — that's fine for the core import.
pass
__all__ = list(_wdp.__all__) + [
"__version__",
"__rust_version__",
"__rust_build_tag__",
"__build_features__",
]