tfio

0.4.1

Interface to 'TensorFlow IO'

0packages depend

2.5Kdownloads / year

0.0%test coverage

13/13checks pass

Overview

About

Maintained by Yuan TangFirst published 2019-02-053 releasesCRAN page ↗GitHub ↗

Interface to 'TensorFlow IO', Datasets and filesystem extensions maintained by `TensorFlow SIG-IO` https://github.com/tensorflow/community/blob/master/sigs/io/CHARTER.md.

Install

R (CRAN)pak (dev)Ubuntu (r2u)openSUSE (OBS)

install.packages("tfio", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("tensorflow/io")

Development version from tensorflow/io. Installs pak first if it is not already available.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-tfio

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

bspm (used by r2u) also needs make: sudo apt install make

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-tfio

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed).

Health

CRAN checks

13OK

Slowest check: 2.2 min · r-devel-linux-x86_64-fedora-clang

Code health

Yes

Tests · ratio 0.12

0.0%

Coverage · measured lines

98%

Documentation · exports

Dependencies · direct

Check history

OK2026-04-25
12 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-03-10
11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 19 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 0%
Documented parameters: 100%
Return-value docs: 0%
References docs: 0%

Downloads

2.5K

CRAN downloads in the past year

Rank #13,736 · ~7/day · ~210/mo

Releases R versions

Daily download trend is not available in this view yet.

22030 days

76390 days

2.5K1 year

Compare downloads with other packages →

Also on92 r2u30 autocran46 c2d4u

Repository

GitHub ↗ tensorflow/io

739Stars

311Forks

285Open issues

21Open PRs

45Releases

1,702Commits

116Contributors

tensorflow-iotensorflowfilesystemdatasetstreaming

License Apache-2.0 · 1,702 commits · Last activity 2026-06-25 · +0.3% stars, 30d

Stars over time

2025-07-21 · 7232026-07-07 · 739

Repository practices

Upstream repositoryBeta

4 development-tooling and community-health practices detected across 4 families in the upstream repository

Checks run against github.com/tensorflow/io on 2026-07-26.

Continuous integration (1)

GitHub Actions

Automation and maintenance (1)

Dependabot

Governance and community (1)

Security policy

Git structural (1)

.gitattributes

How this is detected·Detection ruleset v1 (2026-07-18)

Dependencies

Declared dependencies

7 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.1

Imports (5)

reticulate tensorflow tfdatasets (>= 1.9)forge magrittr

LinkingTo (0)

none

Suggests (2)

testthat knitr

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (5)

Maintainer (1)

Yuan Tang

Author, Maintainer

Authors (2)

Yuan Tang

Author, Maintainer

TensorFlow IO Contributors

Author, Copyright holder

TensorFlow IO Contributors

Author, Copyright holder

Ant Financial

RStudio

TensorFlow Authors

Package Timeline

3 releases. Pick two to compare their code metrics. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
R
R 4.0.0 released · 2020-04-24
0.4.1Latest
2019-12-19 · current release · diff ↗
R
R 3.6.0 released · 2019-04-26
0.4.0
2019-03-01 · diff ↗
0.2.0
2019-02-05
R
R 3.5.0 released · 2018-04-23

Package metadata

First published: 2019-02-05
Total releases: 3 / 7 yrs
License: Apache License 2.0 OSI
Minimum R: ≥ 3.1
Download size: 1.4 MB
Installed size: not tracked yet
With dependencies: not tracked yet

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