Runtime NumPy version router with lazy bootstrap and per-version caching.
Project description
# numpy-router
A lightweight runtime NumPy version router.
It allows Python applications to use different NumPy versions without reinstalling or modifying the environment.
The router intercepts the first real use of numpy and loads the appropriate version from a local cache.
It works with embedded Python distributions, machine‑learning frameworks, and environments where NumPy cannot be freely installed or upgraded.
---
## Features
- Lazy bootstrap: NumPy loads only when actually used.
- Version selection:
- requirements.txt next to the main script
- package dist-info metadata
- user‑forced version via environment variable
- fallback heuristic
- Router bypass switch.
- Cache inspection API.
- Compatible with native NumPy installations.
---
## Installation
pip install numpy-router
Then place the provided numpy\_router.pth file into your Python site-packages directory.
---
## Environment Variables
### NUMPY\_ROUTER\_VERSION=X.Y.Z
Force a specific NumPy version.
### NUMPY\_ROUTER\_OFF=1
Disable the router entirely and use native NumPy.
### NUMPY\_ROUTER\_CACHE=PATH
Override the cache directory.
---
## Cache Inspection
---
python
import numpy\_router
print(numpy\_router.cache())
---
## How It Works
---
┌──────────────────────────┐
│ Python starts │
│ site-packages loads .pth │
└───────────────┬──────────┘
│
▼
shim module installed
as sys.modules["numpy"]
│
▼
numpy_router wraps shim
with a lightweight proxy
│
▼
first attribute access on numpy
(e.g., np.ndarray, np.array)
│
▼
bootstrap runs
- resolve version
- download if needed
- extract to cache
- load real NumPy
- replace shim with real module
│
▼
all further imports use
real NumPy
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