R Observatory: Metrics for tfdeploy version 0.6.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

tfdeploy

0.6.1Package record

Deploy 'TensorFlow' Models

0packages depend

2.5Kdownloads / year

1.4%test coverage

13/13flavors OK

Overview

About

Maintained by Daniel FalbelCRAN page ↗

Tools to deploy 'TensorFlow' https://www.tensorflow.org/ models across multiple services. Currently, it provides a local server for testing 'cloudml' compatible services.

Install

R (CRAN)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

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

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

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-tfdeploy

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled. We list this channel from recorded r2u download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

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

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-tfdeploy

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# 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-tfdeploy

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed). We list this channel from recorded autoCRAN download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

Health

CRAN checks

13OK

CRAN check page ↗

Slowest check: 2.5 min · r-release-windows-x86_64

Status changes

OK13 OK2026-08-04
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-06-09
WARNING12 OK, 1 WARNING2026-06-08
OK12 OK2026-04-25

Show 1 earlier changeHide 1 earlier change

NOTE11 OK, 3 NOTE2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.6.1

READMEYes · 144 wordsVignettesYes · 2 · staticNEWSNoCitation fileNoWebsitenot declared in DESCRIPTION

Help pages: 7 (1 internal)
Examples that run: 0%3 never run
Exported functions with examples: 75%
Documented parameters: 100%
Return-value docs: 0%
Help pages citing references: 0%

Vignettes (2)

How these are measured

Downloads

2.5K

CRAN downloads in the past year

Rank #16,742 · ~7/day · ~211/mo

Releases R versions

Daily download trend is not available in this view yet.

27230 days

75390 days

2.5K1 year

Compare downloads with other packages →

Also on90 r2u8 autocran104 c2d4u

How downloads are counted

Dependencies

Declared dependencies

14 external dependencies (excludes base and recommended)

Installing tfdeploy adds 40 packages (25 with compiled code, 19 MB of source tarballs). Heaviest: promises 3.1 MB, swagger 1.9 MB, tfruns 1.9 MB.

Depends (0)

none

Imports (7)

httpuv httr jsonlite magrittr reticulate swagger tensorflow

LinkingTo (0)

none

Suggests (7)

cloudml knitr pixels processx testthat yaml stringr

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

People & History

People (3)

Daniel Falbel

Maintainer since 0.6.1 (2019), Contributor · added in 0.6.1

Javier Luraschi

Author, Contributor

RStudio

Copyright holder

Previously maintained by Javier Luraschi (0.6.0).

Releases (2)

Pick two releases to compare their code metrics.

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
0.6.1Latest
record
2019-06-14 · current release · diff ↗
R
R 3.6.0 released · 2019-04-26
0.6.0
record
2019-02-05
R
R 3.5.0 released · 2018-04-23

Package metadata

First published: 2019-02-05
Total releases: 2 / 7 yrs
License: Apache License 2.0 OSI
Download size: 583 KB

Appears in task views

Model Deployment with R

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("tfdeploy")

Format

Falbel, D., Luraschi, J., & RStudio, . (2019). tfdeploy: Deploy 'TensorFlow' Models (Version 0.6.1) [Computer software]. https://doi.org/10.32614/CRAN.package.tfdeploy

This package has no citation file, so citation() returns this entry built from DESCRIPTION.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for tfdeploy version 0.6.1 [Data set]. HJJB, LLC. Data release v2026-10-23. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-23, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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