File-like object for accessing local and cloud storage
Project description
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
Project details
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