TensorFlow I/O 0.19.1

Release 0.19.1

Bug Fixes

• Fixed wheel issue with tensorflow-io-gcs-filesystem by removing temporary build folder.

Thanks to our Contributors

This release contains contributions from many people:

Gerard Casas Saez, Kota Yamaguchi, Vignesh Kothapalli, Vo Van Nghia, Yong Tang, emkornfield

We are also grateful to all who filed issues or helped resolve them, asked and
answered questions, and were part of inspiring discussions.

TensorFlow I/O 0.19.0

Release 0.19.0

Major Features

• Add ffmpeg default thread options.
• Set deadline for ReadRows request in BigQuery.
• Allow setting the number of records fetched from kafka in KafkaDataset.

Thanks to our Contributors

This release contains contributions from many people:

Kota Yamaguchi, Vignesh Kothapalli, Vo Van Nghia, Yong Tang, emkornfield

We are also grateful to all who filed issues or helped resolve them, asked and
answered questions, and were part of inspiring discussions.

TensorFlow I/O 0.18.0

Release 0.18.0

Major Features

• GCS modular file system is now part of the tensorflow-io-gcs-filesystem package.
• S3 and HDFS modular file systems can be enabled with TF_USE_MODULAR_FILESYSTEM=1.
• Add python 3.9 support on macOS, Linux, and Windows.
• Add initial wavefront/obj parser for 3D vertices.
• Move tfio.experimental.audio to tfio.audio.
• Add https file system registration.
• Add FFmpeg support on macOS.
• Add 16 bit TIFF support.

Thanks to our Contributors

This release contains contributions from many people:

Cheng Ren, Dale Lane, Irene Onyeneho, Keqiu Hu, Kota Yamaguchi,
Mark Daoust, Vignesh Kothapalli, Vo Van Nghia, Yong Tang,
Yuan Tang, markemus

We are also grateful to all who filed issues or helped resolve them, asked and
answered questions, and were part of inspiring discussions.

TensorFlow I/O 0.17.1

Release 0.17.1

Bug Fixes

• Fixed incomplete row reading issue in parquet files.

Thanks to our Contributors

This release contains contributions from many people:

Samuel Marks, Tom McTiernan, Vignesh Kothapalli, Yong Tang,
Yunze Xu, 博琰

We are also grateful to all who filed issues or helped resolve them, asked and
answered questions, and were part of inspiring discussions.

TensorFlow I/O 0.17.0

Release 0.17.0

Major Features

• Added MongoDB dataset support.
• Added Apache Pulsar dataset support.
• Added FFMpeg support for Ubuntu 20.04.
• Added the message offset to record for Kafka dataset.
• Azure file system migrated to modular file system C APIs.
• HTTP file system migrated to modular file system C APIs.
• Initial s3 modular file system support through scheme s3e://.
• Initial gcs modular file system support through scheme gse://.
• Initial hdfs modular file system support through scheme hdfse://.

Thanks to our Contributors

This release contains contributions from many people:

Samuel Marks, Tom McTiernan, Vignesh Kothapalli, Yong Tang,
Yunze Xu, 博琰

We are also grateful to all who filed issues or helped resolve them, asked and
answered questions, and were part of inspiring discussions.

TensorFlow I/O 0.16.0

Release 0.16.0

Major Features

• Added support for stream timeout in KafkaGroupIODataset
• Renamed gstpufs to gsmemcachedfs
• Added experimental KakfaBatchIODataset for online learning
• Added gabor/laplacian/gaussian filter support
• Added basic Arrow string type support for BigQuery reader
• Added ElasticSearch dataset support
• Added Prewitt and Sobel filter support
• Added arbitary dimensional support for decode_json
• Added bool data type support for decode_json
• Added tutorials for Kafka and ElasticSearch usage with tf.keras.
• Containers of tensorflow-io releases are available
  at docker pull tfsigio/tfio.

Thanks to our Contributors

This release contains contributions from many people:

Aleksey Vlasenko, Daniel, Kota Yamaguchi, Mark Daoust,
Michael Kuchnik, Vignesh Kothapalli, Yong Tang, Yuan Tang,
emkornfield, marioecd

We are also grateful to all who filed issues or helped resolve them, asked and
answered questions, and were part of inspiring discussions.

TensorFlow I/O 0.15.0

Release 0.15.0

Major Features

• Add basic gstpu file system for GCS/TPU support.
• Add null handling support for AvroRecordDataset.
• Add tfio.experimental.color for colorspace conversions:
  • tfio.experimental.color.[rgb_to_bgr|bgr_to_rgb]: BGR
  • tfio.experimental.color.[rgb_to_rgba|rgba_to_rgb]: RGBA
  • tfio.experimental.color.[rgb_to_ycbcr|ycbcr_to_rgb]: YCbCr
  • tfio.experimental.color.[rgb_to_ypbpr|ypbpr_to_rgb]: YPbPr
  • tfio.experimental.color.[rgb_to_ydbdr|ydbdr_to_rgb]: YDbDr
  • tfio.experimental.color.[rgb_to_xyz|xyz_to_rgb]: CIE XYZ
  • tfio.experimental.color.[rgb_to_lab|lab_to_rgb]: CIE LAB
  • tfio.experimental.color.[rgb_to_yiq|yiq_to_rgb]: YIQ
  • tfio.experimental.color.[rgb_to_yuv|yuv_to_rgb]: YUV
  • tfio.experimental.color.rgb_to_grayscale: Grayscale(BT 709)
• Add tfio.image.encode_gif for GIF (animated) encoding support.

Thanks to our Contributors

This release contains contributions from many people:

Cheng Ren, Paul Shved, Vignesh Kothapalli, Yong Tang, marioecd

We are also grateful to all who filed issues or helped resolve them, asked and
answered questions, and were part of inspiring discussions.

TensorFlow I/O 0.14.0

Release 0.14.0

Major Features

• Add decode_avif for AVIF image format support.
• Add decode_jp3 for JPEG2000 image format support.
• Add `JPEG compression support for decoding TIFF images.
• Add audio spectrogram transform support.
• Add operations to trim/split/remix audio signals.
• Add Fade in/out audio augmentation support.
• Add frequency/time masking audio augmentation support.
• Add repeated field support in BigQuery API.

Thanks to our Contributors

This release contains contributions from many people:

Aleksey Vlasenko, Cheng Ren, Dio Gado, Ruhua Jiang, Yong Tang

We are also grateful to all who filed issues or helped resolve them, asked and
answered questions, and were part of inspiring discussions.

TensorFlow I/O 0.13.0

Release 0.13.0

Major Features

• Add Python 3.8 support for Linux/macOS/Windows.
• Add Graph mode support for ArrowIOTensor.
• Add make_avro_dataset, parse_avro, and AvroRecordDataset
  in tfio.experimental.columnar for Avro file format support.
• Add GeoTIFF support in decode_tiff as an extension.
• Add Video Capture support for macOS and Linux.
• Add decode_nv12 and decode_yuy2 in tfio.experimental.image
  for colorspace conversion to RGB.
• Add decode_wav/encode_wav, decode_flac/encode_flac,
  decode_vorbis/encode_vorbis(ogg) decode_mp3/encode_mp3,
  decode_aac/encode_aac(mp4a) in tfio.audio for audio encoding and
  decoding support.

Thanks to our Contributors

This release contains contributions from many people:

Aleksey Vlasenko, Ann Yan, Anthony Hsu, Bryan Cutler, Cheng Ren,
Florian Raudies, Keqiu Hu, Mark Daoust, Pei-Lun Liao, Pratik Dixit,
Yong Tang, Yuan Tang, Zou Xu, ashahab, marioecd

We are also grateful to all who filed issues or helped resolve them, asked and
answered questions, and were part of inspiring discussions.

TensorFlow I/O 0.12.0

Release 0.12.0

Major Features

• Add Windows support for tensorflow-io.
• Add PostgreSQL server dataset support.
• Add MP3 format for audio dataset support.
• Add ArrowIOTensor with input from a pyarrow.Table.
• Add Numpy dataset support for numpy file and memory input.
• Add decode_avro/encode_avro for Avro serialization support.
• Prometheus dataset now outputs structured shapes.

Thanks to our Contributors

This release contains contributions from many people:

Bryan Cutler, DylanTallchiefGit, Kota Yamaguchi, Mark Daoust,
Suyash Kumar, Yong Tang, Yuan Tang

We are also grateful to all who filed issues or helped resolve them, asked and
answered questions, and were part of inspiring discussions.