R Observatory: Metrics for dm version 1.1.2

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

dm

1.1.2Package record

Relational Data Models

4packages dependsuggested by 5

47Kdownloads / year

75.7%test coverage

13/13flavors OK

Overview

About

Maintained by Kirill MüllerCRAN page ↗GitHub ↗Website ↗Issues ↗Declared funders: cynkra GmbH and energie360° AG

Provides tools for working with multiple related tables, stored as data frames or in a relational database. Multiple tables (data and metadata) are stored in a compound object, which can then be manipulated with a pipe-friendly syntax.

Changes in 1.1.2

Bug fixes

Fix for upcoming dbplyr 2.6.0 release (@hadley, #2454).

From NEWS.md in the release

Install

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

install.packages("dm", 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("cynkra/dm")

Development version from cynkra/dm. 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-dm

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-dm

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-dm

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: 9.0 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.1.2

READMEYes · 493 wordsVignettesYes · 15 · dynamicNEWSYes · 100% structured · mentions 1.1.2Citation fileNoWebsiteYes · pkgdown

Help pages: 79 (7 internal)includes a package overview page
Examples that run: 99%66 run in a plain check (44 of them under a condition) · 1 never run
Exported functions with examples: 85%
Documented parameters: 90%
Return-value docs: 76%
Help pages citing references: 0%

Also includes 9 demo scripts (run with demo())

Vignettes (15)

Show 5 moreHide 5 vignettes

How these are measured

Downloads

47K

CRAN downloads in the past year

Rank #2,232 · ~129/day · ~3.9K/mo

Releases R versions

Daily download trend is not available in this view yet.

2.3K30 days

7.6K90 days

47K1 year

Compare downloads with other packages →

Also on572 r2u4 autocran42 c2d4u

How downloads are counted

Repository

cynkra/dm ↗Organization: cynkra

529Stars

55Forks

196Open issues

15Open PRs

35Releases

8,528Commits

48Commit identities

rrelational-databasesdata-modeldbplyrdbidatawarehousingdata-warehousing

8,528 commits · Last activity 2026-10-10 · +0.4% stars, 30d · Default branch at 1.1.2.9020, ahead of CRAN 1.1.2 (checked 2026-10-18) · Discussions: 9 posts

Responsiveness

How these are sampled

PRs merged (all time): 53%
Median days to close, 50 most recently updated closed issues: 265
Median days to close, 50 most recently updated closed PRs: 0

Stars over time

2025-10-06 · 5222026-10-13 · 529

How these are measured

PracticesBeta

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

Checks run against github.com/cynkra/dm on 2026-10-18.

Continuous integration (2)

GitHub ActionsR CMD check workflow

The R CMD check workflow runs on Linux and Windows

Governance and community (2)

Code of conductContributing guide

Docs source (4)

README.Rmdpkgdown

GitHub Pages site last deployed 2026-09-27 · The repository has a site deploy workflow

pkgdown site last built 2026-05-17

Coverage (1)

Coverage reporting (Codecov)

Show all practicesHide 4 practices

Reproducibility and dev environment (5)

data-raw/MakefileDockerfileDev ContainerGitpod

CRAN release process (2)

cran-comments.mdrevdep/

Automation and maintenance (1)

Renovate

Lint, format, editor (2)

AirRStudio project

How this is detected·Detection ruleset v3 (2026-09-26)

AI coding toolsBeta

This repository shows signs of AI coding tools.

Claude Codefirst seen 2025-07-01
Seen in the repository: .claude
Named in .Rbuildignore: .claude, CLAUDE.md
Pull request it wrote: opened by a project member
Commits: 4 by its own account · at least 61 crediting it in the message
GitHub Copilotfirst seen 2025-07-31
Seen in the repository: .github/copilot-instructions.md
Pull request: opened by its own account
Commits: 19 by its own account · at least 21 crediting it in the message

Shared conventions any agent may read, so they name no particular tool.

Seen in the repository: AGENTS.md

Models named in its commits

Claude Opus 513 commits · Aug to Sep 2026
Claude Opus 5.53 commits · Sep 2026
Claude Fable 52 commits · Jul to Aug 2026

Counts are commits, not lines of code. Commits by a tool's accounts count once across all of its accounts. Commits crediting it are the largest count among its credit lines, a minimum.How this is detected·Detection ruleset v4 (updated 2026-09-27)

Dependencies

Declared dependencies

51 external dependencies (excludes base and recommended)

Installing dm adds 24 packages (15 with compiled code, 18 MB of source tarballs). Heaviest: stringi 11 MB, vctrs 1.0 MB, dplyr 902 KB.

Depends (1)

R >= 4.0

Imports (13)

backports cli dplyr glue lifecycle memoisemethodspurrr rlang (>= 1.0.2)tibble tidyr tidyselect (>= 1.2.0)vctrs

LinkingTo (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

4direct

1indirect

Depends 1 · Imports 3

Suggested by 5

Depends, Imports or LinkingTo, most downloaded first

robotoolbox rolap srppp when

Suggests, most downloaded first

editbl profile starwarsdb fishdata geogenr

How these are counted

Code & Tests

Datasets

People & History

People (10)

Kirill Müller

Author, Maintainer since 0.1.1 (2020)

Darko Bergant

Author

Tobias Schieferdecker

Author

Katharina Brunner

Contributor

Antoine Fabri

Contributor · added in 0.2.6

Indrajeet Patil

Contributor · added in 0.3.0

Maëlle Salmon

Contributor · added in 0.3.0

James Wondrasek

Contributor · added in 0.1.4

cynkra GmbH

Funder, Copyright holder

energie360° AG

Funder

Releases (37)

Pick two releases to compare their code metrics.

1.1.2Latest
record
2026-05-17 · current release · diff ↗
R
R 4.6.0 released · 2026-04-24
1.1.1
record
2026-03-05 · diff ↗
1.1.0
record
2026-02-25 · diff ↗ ·
added 1 export
dm_flatten
1.0.12
record
2025-07-02 · diff ↗
R
R 4.5.0 released · 2025-04-11
1.0.11
record
2024-11-25 · diff ↗
R
R 4.4.0 released · 2024-04-24
1.0.10
record
2024-01-21 · diff ↗
1.0.9
record
2024-01-08 · diff ↗
1.0.8
record
2023-11-02 · diff ↗
1.0.7
record
2023-10-24 · diff ↗ ·
added 6 exports
dm_ddl_post, dm_ddl_pre, dm_dml_load, dm_sql, json_unnest, json_unpack
1.0.6
record
2023-07-21 · diff ↗ ·
added 3 exports
dm_get_table_description, dm_reset_table_description, dm_set_table_description
R
R 4.3.0 released · 2023-04-21
1.0.5
record
2023-03-16 · diff ↗
1.0.4
record
2023-02-11 · diff ↗ ·
added 3 exports
dm_add_uk, dm_get_all_uks, dm_rm_uk

Show 33 earlier eventsHide 33 earlier events

1.0.3
record
2022-10-12 · diff ↗
1.0.2
record
2022-09-20 · diff ↗
1.0.1
record
2022-08-06 · diff ↗ ·
added 1 export
dm_deconstruct
1.0.0
record
2022-07-21 · diff ↗ ·
added 2 exports
dm_gui, tibble
0.3.0
record
2022-07-06 · diff ↗ ·
removed 8 exports
get_returned_rows, has_returned_rows, sql_output_cols, sql_returning_cols, sql_rows_delete, sql_rows_insert, sql_rows_patch, sql_rows_update

added 8 exports
dm_from_con, dm_rows_append, dm_validate, json_nest, json_nest_join, json_pack, json_pack_join, rows_append
R
R 4.2.0 released · 2022-04-22
0.2.8
record
2022-04-08 · diff ↗
0.2.7
record
2022-02-03 · diff ↗ ·
added 9 exports
dm_examine_cardinalities, dm_nest_tbl, dm_pack_tbl, dm_pixarfilms, dm_unnest_tbl, dm_unpack_tbl, dm_unwrap_tbl, dm_wrap_tbl, pack_join
0.2.6
record
2021-11-21 · diff ↗
0.2.5
record
2021-10-15 · diff ↗ ·
added 4 exports
db_schema_create, db_schema_drop, db_schema_exists, db_schema_list
0.2.4
record
2021-09-30 · diff ↗ ·
added 6 exports
get_returned_rows, glimpse, has_returned_rows, sql_output_cols, sql_returning_cols, sql_rows_patch
0.2.3
record
2021-06-20 · diff ↗ ·
added 1 export
sql_rows_delete
0.2.2
record
2021-06-14 · diff ↗
R
R 4.1.0 released · 2021-05-18
0.2.1
record
2021-05-11 · diff ↗
0.2.0
record
2021-05-03 · diff ↗
0.1.13
record
2021-04-26 · diff ↗ ·
added 4 exports
sql_schema_create, sql_schema_drop, sql_schema_exists, sql_schema_list
0.1.12
record
2021-02-15 · diff ↗
0.1.10
record
2021-01-07 · diff ↗
0.1.9
record
2020-11-18 · diff ↗ ·
added 1 export
dm_mutate_tbl
0.1.7
record
2020-09-02 · diff ↗
0.1.6
record
2020-07-30 · diff ↗ ·
added 1 export
dm_bind
unarchivedReturned to CRAN
2020-07-03
0.1.5
record
2020-07-03 · diff ↗ ·
added 1 export
sql_rows_truncate
archivedRemoved from CRAN
2020-06-30
check issues were not corrected in time Does not use Suggests packages conditionally
0.1.4
record
2020-06-07 · diff ↗ ·
added 14 exports
dm_rows_delete, dm_rows_insert, dm_rows_patch, dm_rows_truncate, dm_rows_update, dm_rows_upsert, rows_delete, rows_insert, rows_patch, rows_truncate, rows_update, rows_upsert, sql_rows_insert, sql_rows_update
0.1.3
record
2020-05-25 · diff ↗
unarchivedReturned to CRAN
2020-05-04
archivedRemoved from CRAN
2020-05-04
check problems were not corrected in time
0.1.2
record
2020-05-04 · diff ↗ ·
added 3 exports
dm_financial, dm_financial_sqlite, dm_ptype
R
R 4.0.0 released · 2020-04-24
0.1.1
record
2020-03-12
R
R 3.6.0 released · 2019-04-26

Package metadata

First published: 2020-03-12
Total releases: 37 / 6 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 4.0
Download size: 2.7 MB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("dm")

Format

Müller, K., cynkra GmbH, energie360° AG, Bergant, D., Brunner, K., Fabri, A., Patil, I., Salmon, M., Schieferdecker, T., & Wondrasek, J. (2026). dm: Relational Data Models (Version 1.1.2) [Computer software]. https://doi.org/10.32614/CRAN.package.dm

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 dm version 1.1.2 [Data set]. HJJB, LLC. Data release v2026-10-21. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-21, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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