TensorFlow I/O is an extension package to Tensorflow, which encompasses io support for a collection of file systems and file formats that are not available in TensorFlow's built-in support. Integrations with many systems and cloud vendors include (but not limited to):
- Prometheus
- Apache Kafka
- Apache Ignite
- Google Cloud BigQuery
- Google Cloud PubSub
- AWS Kinesis
- Microsoft Azure Storage
- Alibaba Cloud OSS etc.
Community
- SIG IO Google Group and mailing list: io@tensorflow.org
- SIG IO Monthly Meeting Notes
- Gitter room: tensorflow/sig-io
More Information
- TensorFlow with Apache Arrow Datasets - Bryan Cutler
- How to build a custom Dataset for Tensorflow - Ivelin Ivanov
- TensorFlow on Apache Ignite - Anton Dmitriev