Commit graph

6 commits

Author SHA1 Message Date
Antoni Baum
668049492c
[Datasets] Add from_huggingface for Hugging Face datasets integration (#24464)
Adds a from_huggingface method to Datasets, which allows the conversion of a Hugging Face Dataset to a Ray Dataset. As a Hugging Face Dataset is backed by an Arrow table, the conversion is trivial.
2022-05-06 13:09:28 -07:00
Balaji Veeramani
2190f7ff25
[Datsets] Add SimpleTensorFlowDatasource (#24022)
This PR makes it easier to use TensorFlow datasets with Ray Datasets.
2022-04-29 12:15:30 -07:00
siddgoel
0722cbb37e
Add support for snappy text decompression #22298 (#22486)
Adds a streaming based reading option for Snappy-compressed files. Arrow doesn't support streaming Snappy decompression since the canonical C++ Snappy library doesn't natively support streaming decompression. This PR works around this by doing streaming reads of snappy-compressed files using the streaming decompression API provided in the [python-snappy](https://github.com/andrix/python-snappy) package.

This commit supplies a custom datasource that uses Arrow + [python-snappy](https://github.com/andrix/python-snappy) to read and decompress Snappy-compressed files.

Co-authored-by: siddharth.goel <siddharth.goel@bytedance.com>
Co-authored-by: Chen Shen <scv119@gmail.com>
2022-03-15 13:52:22 -07:00
matthewdeng
caa4ff3783
[train][datasets] update example and remove dask (#20592) 2021-11-21 17:06:44 -08:00
matthewdeng
78e9ff7c91
[train][datasets] add example for big data training (#20042)
* [train][datasets] add example for big data training

* add title docstring

* lint and dependencies

* add dask_ml requirement
2021-11-05 09:28:48 -07:00
Yi Cheng
4bb3883a73
[dataset] deduct filesystem automatically (#16762) 2021-07-03 00:50:59 -07:00