tidypredict

1.1.0

Run Predictions Inside the Database

3packages depend

21.3Kdownloads / year

70.5%test coverage

13/13checks pass

Overview

About

Maintained by Emil HvitfeldtFirst published 2018-01-1719 releasesCRAN page ↗GitHub ↗

It parses a fitted 'R' model object, and returns a formula in 'Tidy Eval' code that calculates the predictions. It works with several databases back-ends because it leverages 'dplyr' and 'dbplyr' for the final 'SQL' translation of the algorithm. It currently supports lm(), glm(), randomForest(), ranger(), rpart(), earth(), xgb.Booster.complete(), lgb.Booster(), catboost.Model(), cubist(), and ctree() models.

Install

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

install.packages("tidypredict", 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("tidymodels/tidypredict")

Development version from tidymodels/tidypredict. 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-tidypredict

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

# 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-tidypredict

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-tidypredict

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

Health

CRAN checks

13OK

Slowest check: 6.9 min · r-oldrel-macos-x86_64

Code health

Yes

Tests · ratio 1.82

70.5%

Coverage · measured lines

100%

Documentation · exports

Dependencies · direct

Check history

OK2026-07-04
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
WARNING2026-07-03
12 OK · 0 NOTE · 1 WARNING · 0 ERROR · 0 FAILURE
OK2026-06-19
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
WARNING2026-06-17
12 OK · 0 NOTE · 1 WARNING · 0 ERROR · 0 FAILURE
OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Show 2 earlier snapshots

ERROR2026-06-08
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 827 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 88%
Documented parameters: 100%
Return-value docs: 7%
References docs: 0%

Downloads

21.3K

CRAN downloads in the past year

Rank #3,180 · ~58/day · ~1.8K/mo

Releases R versions

Daily download trend is not available in this view yet.

1.2K30 days

4K90 days

21.3K1 year

Compare downloads with other packages →

Also on178 r2u1 autocran3.8K conda_forge56 c2d4u

Repository

GitHub ↗ tidymodels/tidypredict

264Stars

33Forks

3Open issues

1Open PRs

14Releases

506Commits

20Contributors

rlangdplyrdbplyrpurrrr

506 commits · Last activity 2026-07-29 · 0% stars, 30d

Stars over time

2025-04-07 · 2562026-07-07 · 264

Repository practices

Upstream repositoryBeta

8 development-tooling and community-health practices detected across 5 families in the upstream repository

Checks run against github.com/tidymodels/tidypredict on 2026-07-30.

Continuous integration (1)

GitHub Actions

CRAN release process (2)

cran-comments.mdrevdep/

Docs source (1)

README.Rmd

Lint, format, editor (3)

AirVS CodeRStudio project

Show all practices

Coverage (1)

Codecov

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

Dependencies

Declared dependencies

30 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.6

Imports (9)

cli dplyr generics jsonlite knitr purrr rlang tibble tidyr

LinkingTo (0)

none

Suggests (24)

bonsai covr Cubist DBI dbplyr earth (>= 5.1.2)glmnet lightgbmmethodsmlbench modeldata nycflights13 parsnip partykit randomForest ranger (>= 0.14.1)rpartrmarkdown RSQLitesurvivaltestthat withr xgboost yaml

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

3direct

0indirect

dbglm modeldb orbital

Code & Tests

People & History

People (3)

Maintainer (1)

Emil Hvitfeldt

Author, Maintainer · added in 0.5.1

Authors (3)

Emil Hvitfeldt

Author, Maintainer · added in 0.5.1

Max Kuhn

Author · added in 0.4.5

Edgar Ruiz

Author

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
1.1.0Latest
2026-02-27 · current release · diff ↗
1.0.1
2025-12-13 · diff ↗
1.0.0
2025-11-29 · diff ↗
R
R 4.5.0 released · 2025-04-11
0.5.1
2024-12-19 · diff ↗
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
0.5
2023-01-18 · diff ↗
0.4.9
2022-05-25 · diff ↗
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
0.4.8
2020-10-28 · diff ↗
0.4.7
2020-10-05 · diff ↗
0.4.6
2020-07-23 · diff ↗
R
R 4.0.0 released · 2020-04-24

Show 13 earlier events

0.4.5
2020-02-10 · diff ↗
0.4.4
2020-02-09 · diff ↗
0.4.3
2019-09-03 · diff ↗
0.4.2
2019-07-15 · diff ↗
0.4.1
2019-07-15 · diff ↗
0.4.0
2019-07-13 · diff ↗
R
R 3.6.0 released · 2019-04-26
0.3.0
2019-01-10 · diff ↗
0.2.1
2018-12-20 · diff ↗
R
R 3.5.0 released · 2018-04-23
0.2.0
2018-02-26 · diff ↗
0.1.0
2018-01-17
R
R 3.4.0 released · 2017-04-21

Package metadata

First published: 2018-01-17
Total releases: 19 / 8 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 3.6
Download size: 336 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Appears in task views

Model Deployment with R

Report a problem with this page →