R Observatory: Metrics for wordpiece.data version 2.0.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

wordpiece.data

2.0.0Package record

Data for Wordpiece-Style Tokenization

1packages depend

8.9Kdownloads / year

100.0%test coverage

13/13flavors OK

Overview

About

Maintained by Jon HarmonCRAN page ↗GitHub ↗Issues ↗

Provides data to be used by the wordpiece algorithm in order to tokenize text into somewhat meaningful chunks. Included vocabularies were retrieved from https://huggingface.co/bert-base-cased/resolve/main/vocab.txt and https://huggingface.co/bert-base-uncased/resolve/main/vocab.txt and parsed into an R-friendly format.

Changes in 2.0.0

Breaking change: The wordpiece vocabularies are now character vectors, rather than named integer vectors. Update wordpiece to version 2.1.2 or later for compatibility.

From NEWS.md in the release

Install

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

install.packages("wordpiece.data", 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("macmillancontentscience/wordpiece.data")

Development version from macmillancontentscience/wordpiece.data. 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-wordpiece.data

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-wordpiece.data

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-wordpiece.data

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: 48 s · r-devel-windows-x86_64

Status changes

OK13 OK2026-08-04
NOTE12 OK, 1 NOTE2026-08-01
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 2.0.0

READMEYes · 178 wordsVignettesNoNEWSYes · 100% structured · mentions 2.0.0Citation fileNoWebsitenot declared in DESCRIPTION

Help pages: 3 (2 internal)
Examples that run: 100%1 run in a plain check
Exported functions with examples: 100%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 0%

How these are measured

Downloads

8.9K

CRAN downloads in the past year

Rank #12,831 · ~24/day · ~742/mo

Releases R versions

Daily download trend is not available in this view yet.

40830 days

88890 days

8.9K1 year

Compare downloads with other packages →

Also on85 r2u6 autocran

How downloads are counted

Repository

macmillancontentscience/wordpiece.data ↗Organization: macmillancontentscience

0Stars

0Forks

0Open issues

0Open PRs

3Releases

11Commits

1Commit identities

11 commits · Last activity 2022-03-03

Responsiveness

How these are sampled

PRs merged (all time): 100%
Median days to close, 50 most recently updated closed issues: not measured
Median days to close, 50 most recently updated closed PRs: 0

How these are measured

PracticesBeta

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

Checks run against github.com/macmillancontentscience/wordpiece.data on 2026-10-21.

Governance and community (2)

Code of conductContributing guide

Docs source (1)

README.Rmd

CRAN release process (1)

cran-comments.md

Lint, format, editor (1)

RStudio project

How this is detected·Detection ruleset v4 (2026-10-20)

Dependencies

Declared dependencies

1 external dependency (excludes base and recommended)

Installing wordpiece.data adds no packages beyond those that come with R.

Depends (1)

R >= 3.5.0

Imports (0)

none

LinkingTo (0)

none

Suggests (1)

testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

1direct

1indirect

Imports 1

Depends, Imports or LinkingTo, most downloaded first

wordpiece

How these are counted

Code & Tests

People & History

People (4)

Jon Harmon

Author, Maintainer since 1.0.1 (2021)

Jonathan Bratt

Author

Bedford Freeman & Worth Pub Grp LLC DBA Macmillan Learning

Copyright holder

Google, Inc

Copyright holder

original BERT vocabularies

Releases (3)

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
2.0.0Latest
record
2022-03-03 · current release · diff ↗
1.0.2
record
2021-10-08 · diff ↗
1.0.1
record
2021-09-28
R
R 4.1.0 released · 2021-05-18

Package metadata

First published: 2021-09-28
Total releases: 3 / 5 yrs
License: Apache License (>= 2)
Minimum R: ≥ 3.5.0
Download size: 280 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("wordpiece.data")

Format

Harmon, J., Bedford Freeman & Worth Pub Grp LLC DBA Macmillan Learning, Google, Inc, & Bratt, J. (2022). wordpiece.data: Data for Wordpiece-Style Tokenization (Version 2.0.0) [Computer software]. https://doi.org/10.32614/CRAN.package.wordpiece.data

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 wordpiece.data version 2.0.0 [Data set]. HJJB, LLC. Data release v2026-10-25. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-25, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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