pyrofile
File-like object for accessing local and cloud storage. Built in Rust with growing support for major cloud storage platforms.
Install
pip install pyrofile
Usage
from pyrofile import PyroFile
# Local filesystem
with PyroFile("/tmp/model.pt", "w") as f:
f.write(data)
with PyroFile("/tmp/model.pt", "r") as f:
data = f.read()
# Azure Blob Storage
with PyroFile("az://account/container/model.pt", "w") as f:
f.write(data)
Works with torch.save and torch.load:
import torch
from pyrofile import PyroFile
with PyroFile("az://account/container/checkpoint.pt", "w") as f:
torch.save(model.state_dict(), f)
with PyroFile("az://account/container/checkpoint.pt", "r") as f:
state = torch.load(f, weights_only=True)
Backends
| Backend | URI scheme | Status |
|---|---|---|
| Local filesystem | /path/to/file |
Stable |
| Azure Blob Storage | az://account/container/blob |
Preview |
| Amazon S3 | s3://bucket/key |
Planned |
| Google Cloud Storage | gs://bucket/object |
Planned |
Development
python -m venv .venv && source .venv/bin/activate
python -m pip install maturin pytest
maturin develop --release --features azure
cargo test --lib
python -m pytest tests/python/test_local.py
python -m pytest tests/python/test_azure_integration.py
1 maintainer
Metadata
1 maintainer
Release files for pyrofile 0.3.2
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| pyrofile-0.3.2.tar.gz | 43.3 kB | With provenance | Details for pyrofile-0.3.2.tar.gz |
Built distributions (wheels)
Total release size: 39.7 MB
Release files / pyrofile-0.3.2.tar.gz
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| Size | 43.3 kB |
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