anystore
Store anything anywhere. A wrapper around wrappers to avoid boilerplate code (because we are lazy).
anystore helps you to transfer data from and to a various range of sources (local filesystem, http, s3, redis, sql, ...) with a unified interface. It's main use case is to store data pipeline outcomes in a distributed cache, so that different programs or coworkers can access intermediate results.
Install
pip install anystore
Usage
from anystore import Store
store = Store()
assert store.get("foo/bar.txt", raise_on_nonexist=False) is None
store.set("foo/bar.txt", "Hello world")
assert store.get("foo/bar.txt") == "Hello world"
It comes with a handy decorator:
from anystore import anycache
# use decorator
@anycache(storage="s3://mybucket/cache")
def download_file(url):
# a very time consuming task
return result
# 1. time: slow
res = download_file("https://example.com/foo.txt")
# 2. time: fast, as now cached
res = download_file("https://example.com/foo.txt")
development
This package is using poetry for packaging and dependencies management, so first install it.
Clone this repository to a local destination.
Within the root directory, run
poetry install --with dev
This installs a few development dependencies, including pre-commit which needs to be registered:
poetry run pre-commit install
Before creating a commit, this checks for correct code formatting (isort, black) and some other useful stuff (see: .pre-commit-config.yaml)
test
make test
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