Cloud implementation of array for Big Data
Project description
Cloud Array
cloud-array
is an open-source Python library for storing and streaming large Numpy Arrays on local file systems and major cloud providers CDNs. It automatically chunks a large array of data into arbitrary chunks sizes and uploads them into the targeted direcotry.
import numpy as np
from cloud_array import CloudArray
shape = (10000, 100, 100)
chunk_shape = (10, 10, 10)
f = np.memmap(
'memmapped.dat',
dtype=np.float32,
mode='w+',
shape=shape
)
array = CloudArray(
chunk_shape=chunk_shape,
array=f,
url="s3://example_bucket/dataset0"
)
array.save()
print(array[:100,:100,:100])
Links
Project details
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
cloud_array-0.0.7.tar.gz
(6.7 kB
view hashes)
Built Distribution
Close
Hashes for cloud_array-0.0.7-py3-none-any.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 59bf98f4ba30be6f28c7938dc8b91777a470321effbe50873cad7e37b98171af |
|
MD5 | 84bc286634cfcc797b03a5385f24473c |
|
BLAKE2b-256 | 170e50522cece00e0542d07260ab556227c9af98b4573fa941a2de64b5b2a279 |