R Observatory: Metrics for okf version 0.7.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

okf

0.7.0Package record

Open Knowledge Format (OKF) Ingestion

0packages depend

1Kdownloads / year

59.0%test coverage

13/13flavors OK

Overview

About

Maintained by Travis JakelCRAN page ↗

Read, validate, and load Open Knowledge Format (OKF) bundles (a directory of markdown files with YAML frontmatter) into a portable DuckDB catalog, build the concept graph, render to HTML, and optionally embed concept bodies for semantic search. Deterministic and agent-free: the same bundle always yields the same catalog, graph, and render, with no LLM calls in the core. Conformant and permissive per the OKF v0.1 specification.

Changes in 0.7.0

New okf_diff(): deterministic concept-level changelog between two states of a bundle. Each side can be a bundle directory, an okf_read() bundle, a DuckDB catalog path, or an open connection — so it covers both "what drifted since the last ingest" (catalog vs directory) and snapshot-vs-snapshot comparison. Reports concepts added/removed/changed (by content_hash), frontmatter type/title changes, and link-graph deltas (edges added/removed, links newly broken or fixed).
CLI: new diff verb (okf diff <a> <b> [--json]), exit 0 when identical / 1 when different, for use as a CI change gate.

From NEWS.md in the release

Install

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

install.packages("okf", 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-okf

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-okf

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-okf

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: 1.3 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-09-30
ERROR12 OK, 1 ERROR2026-09-04
OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK7 OK2026-07-01

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.7.0

READMENoVignettesNoNEWSYes · 100% structured · mentions 0.7.0Citation fileNoWebsitenot declared in DESCRIPTION

Help pages: 26 (1 internal)includes a package overview page
Examples that run: no examples
Exported functions with examples: 0%
Documented parameters: 98%
Return-value docs: 100%
Help pages citing references: 0%

How these are measured

Downloads

1K

CRAN downloads in the past year

Rank #16,540 · ~3/day · ~87/mo

Releases R versions

Daily download trend is not available in this view yet.

23730 days

76590 days

1K1 year

Compare downloads with other packages →

Also on22 r2u1 autocran

How downloads are counted

Dependencies

Declared dependencies

8 external dependencies (excludes base and recommended)

Installing okf adds 5 packages (4 with compiled code, 9.9 MB of source tarballs). Heaviest: duckdb 7.9 MB, jsonlite 1.0 MB, DBI 727 KB.

Depends (1)

R >= 4.1.0

Imports (6)

yaml DBI duckdb digest jsonliteutils

LinkingTo (0)

none

Suggests (3)

httr2 commonmark testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

People & History

People (1)

Travis Jakel

Author, Maintainer since 0.5.2 (2026)

Releases (2)

Pick two releases to compare their code metrics.

0.7.0Latest
record
2026-07-02 · current release · diff ↗ ·
added 2 exports
okf_diff, okf_extract_wikilinks
0.5.2
record
2026-06-30
R
R 4.6.0 released · 2026-04-24

Package metadata

First published: 2026-06-30
Total releases: 2 / 1 yrs
License: Apache License (>= 2)
Minimum R: ≥ 4.1.0
Download size: 35 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("okf")

Format

Jakel, T. (2026). okf: Open Knowledge Format (OKF) Ingestion (Version 0.7.0) [Computer software]. https://doi.org/10.32614/CRAN.package.okf

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 okf version 0.7.0 [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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