Read and write large, multi-dimensional arrays

Navigation

Verified details

These details have been verified by PyPI
Maintainers
Avatar for google_opensource from gravatar.com google_opensource Avatar for jbms from gravatar.com jbms Avatar for tensorstore from gravatar.com tensorstore

Unverified details

These details have not been verified by PyPI
Project links
GitHub Statistics

View statistics for this project via Libraries.io, or by using our public dataset on Google BigQuery

Meta

License: Apache License 2.0

Author: Google Inc.

Requires: Python >=3.9

Project description

TensorStore

License PyPI Build Docs

TensorStore is an open-source C++ and Python software library designed for storage and manipulation of large multi-dimensional arrays that:

  • Provides advanced, fully composable indexing operations and virtual views.

  • Provides a uniform API for reading and writing multiple array formats, including zarr and N5.

  • Natively supports multiple storage systems, such as local and network filesystems, Google Cloud Storage, Amazon S3-compatible object stores, HTTP servers, and in-memory storage.

  • Offers an asynchronous API to enable high-throughput access even to high-latency remote storage.

  • Supports read caching and transactions, with strong atomicity, isolation, consistency, and durability (ACID) guarantees.

  • Supports safe, efficient access from multiple processes and machines via optimistic concurrency.

Documentation and installation instructions are at https://google.github.io/tensorstore.

Getting Started

To get started using the TensorStore Python API, you can install the tensorstore PyPI package using:

pip install tensorstore

Refer to the tutorials and API documentation, or the announcement on the Google Research Blog for more details.

This is not an officially supported Google product.

License

Licensed under the Apache License, Version 2.0 (the "License"); you may not use this software except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0.

Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.

Project details

Verified details

These details have been verified by PyPI
Maintainers
Avatar for google_opensource from gravatar.com google_opensource Avatar for jbms from gravatar.com jbms Avatar for tensorstore from gravatar.com tensorstore

Unverified details

These details have not been verified by PyPI
Project links
GitHub Statistics

View statistics for this project via Libraries.io, or by using our public dataset on Google BigQuery

Meta

License: Apache License 2.0

Author: Google Inc.

Requires: Python >=3.9


Release history Release notifications | RSS feed

This version

0.1.56

0.1.55

0.1.54

0.1.53

0.1.52

0.1.51

0.1.50

0.1.49

0.1.48

0.1.47

0.1.46

0.1.45

0.1.44

0.1.43

0.1.42

0.1.41

0.1.40

0.1.39

0.1.38

0.1.37

0.1.36

0.1.35

0.1.33

0.1.32

0.1.31

0.1.30

0.1.28

0.1.27

0.1.26

0.1.25

0.1.24

0.1.23

0.1.22

0.1.21

0.1.20

0.1.19

0.1.18

0.1.17

0.1.16

0.1.15

0.1.14

0.1.13

0.1.12

0.1.11

0.1.10

0.1.9

0.1.8

0.1.7

0.1.6

0.1.5

0.1.4

0.1.3

0.1.2

0.1.1

0.1.0

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

tensorstore-0.1.56.tar.gz (6.4 MB view hashes)

Uploaded Source

Built Distributions

tensorstore-0.1.56-cp312-cp312-win_amd64.whl (11.1 MB view hashes)

Uploaded CPython 3.12 Windows x86-64

tensorstore-0.1.56-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (14.3 MB view hashes)

Uploaded CPython 3.12 manylinux: glibc 2.17+ x86-64

tensorstore-0.1.56-cp312-cp312-macosx_11_0_arm64.whl (13.0 MB view hashes)

Uploaded CPython 3.12 macOS 11.0+ ARM64

tensorstore-0.1.56-cp312-cp312-macosx_10_14_x86_64.whl (15.1 MB view hashes)

Uploaded CPython 3.12 macOS 10.14+ x86-64

tensorstore-0.1.56-cp311-cp311-win_amd64.whl (11.1 MB view hashes)

Uploaded CPython 3.11 Windows x86-64

tensorstore-0.1.56-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (14.3 MB view hashes)

Uploaded CPython 3.11 manylinux: glibc 2.17+ x86-64

tensorstore-0.1.56-cp311-cp311-macosx_11_0_arm64.whl (13.0 MB view hashes)

Uploaded CPython 3.11 macOS 11.0+ ARM64

tensorstore-0.1.56-cp311-cp311-macosx_10_14_x86_64.whl (15.1 MB view hashes)

Uploaded CPython 3.11 macOS 10.14+ x86-64

tensorstore-0.1.56-cp310-cp310-win_amd64.whl (11.1 MB view hashes)

Uploaded CPython 3.10 Windows x86-64

tensorstore-0.1.56-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (14.3 MB view hashes)

Uploaded CPython 3.10 manylinux: glibc 2.17+ x86-64

tensorstore-0.1.56-cp310-cp310-macosx_11_0_arm64.whl (13.0 MB view hashes)

Uploaded CPython 3.10 macOS 11.0+ ARM64

tensorstore-0.1.56-cp310-cp310-macosx_10_14_x86_64.whl (15.1 MB view hashes)

Uploaded CPython 3.10 macOS 10.14+ x86-64

tensorstore-0.1.56-cp39-cp39-win_amd64.whl (11.1 MB view hashes)

Uploaded CPython 3.9 Windows x86-64

tensorstore-0.1.56-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (14.3 MB view hashes)

Uploaded CPython 3.9 manylinux: glibc 2.17+ x86-64

tensorstore-0.1.56-cp39-cp39-macosx_11_0_arm64.whl (13.0 MB view hashes)

Uploaded CPython 3.9 macOS 11.0+ ARM64

tensorstore-0.1.56-cp39-cp39-macosx_10_14_x86_64.whl (15.1 MB view hashes)

Uploaded CPython 3.9 macOS 10.14+ x86-64

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page