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.
Natively supports multiple storage systems, such as local and network filesystems, Google Cloud Storage, HTTP servers, and in-memory storage.
Offers an asynchronous API to enable high-throughput access even to high-latency remote storage.
Supports read/writeback 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.
To get started using the TensorStore Python API, you can install the tensorstore PyPI package using:
pip install tensorstore
This is not an officially supported Google product.
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.