A Python interface to the Rust object_store crate, providing a uniform API for interacting with object storage services and local files.

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Project description

obstore

A Python interface and pyo3 integration to the Rust object_store crate, providing a uniform API for interacting with object storage services and local files.

Run the same code in multiple clouds via a simple runtime configuration change.

Easy to install with no Python dependencies.
Sync and async API.
Streaming downloads with configurable chunking.
Automatically supports multipart uploads under the hood for large file objects.
The underlying Rust library is production quality and used in large scale production systems, such as the Rust package registry crates.io.
Simple API with static type checking.
Helpers for constructing from environment variables and boto3.Session objects

Supported object storage providers include:

Amazon S3 and S3-compliant APIs like Cloudflare R2
Google Cloud Storage
Azure Blob Gen1 and Gen2 accounts (including ADLS Gen2)
Local filesystem
In-memory storage

Installation

pip install obstore

Documentation

Full documentation is available on the website.

Usage

Constructing a store

Classes to construct a store are exported from the obstore.store submodule:

S3Store: Configure a connection to Amazon S3.
GCSStore: Configure a connection to Google Cloud Storage.
AzureStore: Configure a connection to Microsoft Azure Blob Storage.
HTTPStore: Configure a connection to a generic HTTP server
LocalStore: Local filesystem storage providing the same object store interface.
MemoryStore: A fully in-memory implementation of ObjectStore.

Example

import boto3
from obstore.store import S3Store

session = boto3.Session()
store = S3Store.from_session(session, "bucket-name", config={"AWS_REGION": "us-east-1"})

Configuration

Each store class above has its own configuration, accessible through the config named parameter. This is covered in the docs, and string literals are in the type hints.

Additional HTTP client configuration is available via the client_options named parameter.

Interacting with a store

All methods for interacting with a store are exported as top-level functions (not methods on the store object):

copy: Copy an object from one path to another in the same object store.
delete: Delete the object at the specified location.
get: Return the bytes that are stored at the specified location.
head: Return the metadata for the specified location
list: List all the objects with the given prefix.
put: Save the provided bytes to the specified location
rename: Move an object from one path to another in the same object store.

There are a few additional APIs useful for specific use cases:

get_range: Get a specific byte range from a file.
get_ranges: Get multiple byte ranges from a single file.
list_with_delimiter: List objects within a specific directory.
sign: Create a signed URL.

All methods have a comparable async method with the same name plus an _async suffix.

Example

import obstore as obs

store = obs.store.MemoryStore()

obs.put(store, "file.txt", b"hello world!")
response = obs.get(store, "file.txt")
response.meta
# {'path': 'file.txt',
#  'last_modified': datetime.datetime(2024, 10, 21, 16, 19, 45, 102620, tzinfo=datetime.timezone.utc),
#  'size': 12,
#  'e_tag': '0',
#  'version': None}
assert response.bytes() == b"hello world!"

byte_range = obs.get_range(store, "file.txt", offset=0, length=5)
assert byte_range == b"hello"

obs.copy(store, "file.txt", "other.txt")
assert obs.get(store, "other.txt").bytes() == b"hello world!"

All of these methods also have async counterparts, suffixed with _async.

import obstore as obs

store = obs.store.MemoryStore()

await obs.put_async(store, "file.txt", b"hello world!")
response = await obs.get_async(store, "file.txt")
response.meta
# {'path': 'file.txt',
#  'last_modified': datetime.datetime(2024, 10, 21, 16, 20, 36, 477418, tzinfo=datetime.timezone.utc),
#  'size': 12,
#  'e_tag': '0',
#  'version': None}
assert await response.bytes_async() == b"hello world!"

byte_range = await obs.get_range_async(store, "file.txt", offset=0, length=5)
assert byte_range == b"hello"

await obs.copy_async(store, "file.txt", "other.txt")
resp = await obs.get_async(store, "other.txt")
assert await resp.bytes_async() == b"hello world!"

Comparison to object-store-python

Read a detailed comparison to object-store-python, a previous Python library that also wraps the same Rust object_store crate.

Project details

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0.3.0b6 pre-release

Nov 13, 2024

0.3.0b5 pre-release

Nov 12, 2024

0.3.0b4 pre-release

Nov 11, 2024

0.3.0b3 pre-release

Nov 11, 2024

0.3.0b2 pre-release

Nov 1, 2024

0.3.0b1 pre-release

Nov 1, 2024

0.2.0

Oct 25, 2024

This version

0.2.0b2 pre-release

Oct 25, 2024

0.1.0b1 pre-release

Oct 24, 2024

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BLAKE2b-256	`737f6039b2a1a586b7ba812cc04005a3ee3c485cffe44a933568b460e31ece0a`

Algorithm	Hash digest
SHA256	`4158f3d03f33f8418f000e182da24f40bb24c336d8c35838347d749ff14c0492`
MD5	`b7661fb14b32e7e83ef57ab14129981e`
BLAKE2b-256	`7b8b38a606b832bb68172470af20d492debbec37e344063a0292ac830fa50897`

Algorithm	Hash digest
SHA256	`95bb2993ff208223d1efd1860095bb278b6c6aff0fbe7edf9aaec63f9e64fa90`
MD5	`9882cdd9bb997ee386653ab27c352c8c`
BLAKE2b-256	`9b0486f4769549f5e1c93f535d05defcee22f55ddbfa1d8c4ba03bc497d2326c`

Algorithm	Hash digest
SHA256	`c219ca58d24e24528b3d7cd39972b967b95edd47fc8e1f165fe3967a08364f14`
MD5	`5b399f6e340b00058fae1ca03aacb9dc`
BLAKE2b-256	`5362ac841329f08a802f4c62c8cc48cad8ef1e6a7a9ae86aca92262462b2b0fd`

Algorithm	Hash digest
SHA256	`e4489371982d2ff8466fcaafc4474368bb6866839f32a0c9bc29cee671d5a9b4`
MD5	`4975fbaa89e5dd390e7a8aa558cd6723`
BLAKE2b-256	`f8e7b3118c3035c19c65979b0aaca04ef60d4ac58601b2b0575cb9097b47fc0e`

Algorithm	Hash digest
SHA256	`619d0d8c6963bd377bae99e2c05d0ea5a91b8781a73570ae6d7d7611b1b3672e`
MD5	`e4e40f7ee12fcc0b87214353ef44dabe`
BLAKE2b-256	`8c27d9592831680f34d165194264aabca658916f77feece554c0af00f0465ebd`

Algorithm	Hash digest
SHA256	`731de36af47edd13700965d674a4869138b02247f10a7ecc0fc26d8a69ffa3f9`
MD5	`db7f61d97b3347759340ff1bcfed19bc`
BLAKE2b-256	`88ba4de416d17f187908c1138a5de7cdaa37936d32c9f6e08697955adb89dcac`

Algorithm	Hash digest
SHA256	`f15919d509fc65d1598aad5c6d8d833431cb96bfb1613ed008ba0dbb7ab42862`
MD5	`be134afbcf9d960e255c1d578c310fbc`
BLAKE2b-256	`36b7f3b94c98ae678d9480ba2f30cebf9245763cbbdefa8ba0a15e3fd80f2af1`

obstore 0.2.0b2

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obstore

Installation

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Constructing a store

Example

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Interacting with a store

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Comparison to object-store-python

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Algorithm	Hash digest
SHA256	`cd93db969c290372fe891ce7ecd4773907434a1bb40321e85ff127f189903638`
MD5	`86d4f35c37f0fca5ccc19ad65c20a336`
BLAKE2b-256	`9a80646937ebdcf9a25da488cc413426c90be7d0cd90e415f966298b1f8c9f7f`

Algorithm	Hash digest
SHA256	`c0e6529e8d627b6f4e8da9291e3b2d445e32093535071792a7537dc7cef31e36`
MD5	`d9e34d44edf805f230c43a565392d425`
BLAKE2b-256	`544d3c8804e7cbf86fdbcc4e1c1303877a8acf653bfb748605c48a89d462c91b`

Algorithm	Hash digest
SHA256	`b92d1474967bf5eae25a3afbe117119a664456f5f88d91365ff9d3c2510feaa0`
MD5	`d493e5d3f1830ee297f14d2e1eb5c378`
BLAKE2b-256	`1e8cefb4d7b5930fd7de6fe1629993c3685d16944f7ad714931d98b9054a2f36`

Algorithm	Hash digest
SHA256	`70d19e6b6458223dac8745f7894b0943265f2db9d77055fb19123d97b6fe0598`
MD5	`733afbca4e2db44b4568e963bec9a1be`
BLAKE2b-256	`509df066b8084a11b55c7b6a8d9523cb020684a244fe82333b1cf68eda4c8b65`

Algorithm	Hash digest
SHA256	`3330e12b38c415efafffeec10b4f64300179f1b7a66af80fd20bdb1f631d9f85`
MD5	`ce9d3ea9dca41efcda1be27f9f0387a0`
BLAKE2b-256	`12e6601fcf71ccea7674f68aa813afabe58cd977bc0a0b2d039c7f226f840510`

Algorithm	Hash digest
SHA256	`d2757afe52e05d144d15fee8cc230c25b656881ec1fdf56ae4849384f7b23a06`
MD5	`9d0d3259706032384eb0149a29fe1b57`
BLAKE2b-256	`9df783f5fa209fbf38523946a25197865d6fc7c2846fe8f53e457355d8111024`

Algorithm	Hash digest
SHA256	`5cf83b195b393074ac7cf440640070298cf373d8a43b98d3f0c3223181f092d1`
MD5	`f55cd06bab6df6673c2212bf1c8ba279`
BLAKE2b-256	`c1ca36ac444828ec6656e3cda92c0ce9106646da229c64275a14724a9b254db6`

Algorithm	Hash digest
SHA256	`9cf48384459899f0674c35546581c36e82969ab06b3336a66a4a5f9a9b63e27d`
MD5	`478398e6e702a7bfd7a704408f9e1a9f`
BLAKE2b-256	`45438b659d2a611d23b4df5512aca878c3e030f221df2f040367d1225ec78114`

Algorithm	Hash digest
SHA256	`a9f18b41b0974c303fa9a4686b7848207cf51d5b764258a2edd03f15f4900cfa`
MD5	`66c201daba9044d75859bb314ac62b79`
BLAKE2b-256	`1aea01212c08660fb41dc02a005f80808bb509b1ea559d028c69f46a1c8e89b4`

Algorithm	Hash digest
SHA256	`b43b28187d822801f05fc20483afb68c583f357e14ca07cc9fdf51262775b090`
MD5	`f3fcf921b6669ee01c058f5523cb40ec`
BLAKE2b-256	`8c311ac7bedbbe287917bd3a1513536ce93c2ec283b64a46687bdfa55a7aadc9`