TensorFlow I/O
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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.
License
Apache License 2.0
Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License, and code samples are licensed under the Apache 2.0 License. For details, see the Google Developers Site Policies. Java is a registered trademark of Oracle and/or its affiliates.
Last updated 2020-08-11 UTC.
[null,null,["Last updated 2020-08-11 UTC."],[],[],null,["# TensorFlow I/O\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n*** ** * ** ***\n\nTensorFlow I/O is an extension package to Tensorflow, which encompasses io support for\na collection of file systems and file formats that are not available in TensorFlow's built-in support.\nIntegrations with many systems and cloud vendors include (but not limited to):\n\n- Prometheus\n- Apache Kafka\n- Apache Ignite\n- Google Cloud BigQuery\n- Google Cloud PubSub\n- AWS Kinesis\n- Microsoft Azure Storage\n- Alibaba Cloud OSS etc.\n\nCommunity\n---------\n\n- SIG IO [Google Group](https://groups.google.com/a/tensorflow.org/forum/#!forum/io) and mailing list: [io@tensorflow.org](/io/io@tensorflow.org)\n- SIG IO [Monthly Meeting Notes](https://docs.google.com/document/d/1CB51yJxns5WA4Ylv89D-a5qReiGTC0GYum6DU-9nKGo/edit)\n- Gitter room: [tensorflow/sig-io](https://gitter.im/tensorflow/sig-io)\n\nMore Information\n----------------\n\n- [TensorFlow with Apache Arrow Datasets](https://medium.com/tensorflow/tensorflow-with-apache-arrow-datasets-cdbcfe80a59f) - [Bryan Cutler](https://github.com/BryanCutler)\n- [How to build a custom Dataset for Tensorflow](https://towardsdatascience.com/how-to-build-a-custom-dataset-for-tensorflow-1fe3967544d8) - [Ivelin Ivanov](https://github.com/ivelin)\n- [TensorFlow on Apache Ignite](https://medium.com/tensorflow/tensorflow-on-apache-ignite-99f1fc60efeb) - [Anton Dmitriev](https://github.com/dmitrievanthony)\n\nLicense\n-------\n\n[Apache License 2.0](https://github.com/tensorflow/io/blob/master/LICENSE)"]]
