R Observatory: Metrics for rb3 version 0.1.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

rb3

0.1.0Package record

Download and Parse Public Data Released by B3 Exchange

0packages depend

5.8Kdownloads / year

82.9%test coverage

13/13flavors OK

Overview

About

Maintained by Wilson FreitasCRAN page ↗GitHub ↗Website ↗Issues ↗

Download and parse public files released by B3 and convert them into useful formats and data structures common to data analysis practitioners.

Changes in 0.1.0

Introduced a new template framework that no longer uses proto and is fully adapted to downloader and reader functions.
Added functionality to download and process futures settlement prices using the templates.
Heavily refactored the codebase to improve readability and maintainability.
Enhanced error handling and logging throughout the package.
Improved the caching mechanism to ensure that files are stored in a structured manner within the cache directory.
The caching system now organizes files by template, making it easier to manage and retrieve cached data.
Uses arrow for efficient data storage and retrieval.
Removed dependencies on rvest, proto, ascii, readxl and other packages that aren't heavy used.
Fixed test cases to align with the new template framework.
Fixed issues with the glue environment list requiring explicit passing as an environment.
Implemented registry as a singleton pattern.
Removed the filename text match to find the templates.

From NEWS.md in the release

Install

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

install.packages("rb3", 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("ropensci/rb3")

Development version from ropensci/rb3. 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-rb3

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-rb3

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-rb3

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: 4.5 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 0.1.0

READMEYes · 379 wordsVignettesYes · 5 · dynamicNEWSYes · 100% structured · mentions 0.1.0Citation fileYes · software entry onlyWebsiteYes · pkgdown

Help pages: 22 (1 internal)includes a package overview page
Examples that run: 25%5 run in a plain check · 15 never run
Exported functions with examples: 95%
Documented parameters: 100%
Return-value docs: 90%
Help pages citing references: 0%

Vignettes (5)

Analyzing B3 Index Data HTML
Fetching B3 Yield Curves HTML
Fetching Historical Equity Data HTML
Getting Started HTML
How to Compute Historical Rates from B3 Future Prices HTML

How these are measured

Downloads

5.8K

CRAN downloads in the past year

Rank #6,123 · ~16/day · ~482/mo

Releases R versions

Daily download trend is not available in this view yet.

48430 days

1.4K90 days

5.8K1 year

Compare downloads with other packages →

Also on88 r2u5 autocran

How downloads are counted

Repository

ropensci/rb3 ↗Organization: ropensci

107Stars

33Forks

25Open issues

0Open PRs

6Releases

799Commits

6Commit identities

rmarket-datafinancefinancial-datafinancial-servicesexchange-databrazil

799 commits · Last activity 2026-09-14 · +2.9% stars, 30d

Responsiveness

How these are sampled

PRs merged (all time): 92%
Median days to close, 50 most recently updated closed issues: 8
Median days to close, 50 most recently updated closed PRs: 0

Stars over time

2025-10-22 · 862026-09-28 · 107

How these are measured

PracticesBeta

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

Checks run against github.com/ropensci/rb3 on 2026-10-21.

Continuous integration (2)

GitHub ActionsR CMD check workflow

The R CMD check workflow runs on Linux, macOS and Windows, and on R-devel

Governance and community (2)

Code of conduct (inherited from ropensci)Contributing guide

Docs source (4)

README.Rmdpkgdown

GitHub Pages site last deployed 2026-09-14 · The repository has a site deploy workflow

pkgdown site last built 2026-09-14

Coverage (1)

Coverage reporting

Show all practicesHide 4 practices

Reproducibility and dev environment (2)

MakefileDev Container

Research and citation (1)

codemeta.json

Lint, format, editor (1)

RStudio project

Git structural (1)

.gitattributes

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

AI coding toolsBeta

This repository shows signs of AI coding tools.

Claude Codefirst seen 2026-09-14
Seen in the repository: .claude, CLAUDE.md
Named in .Rbuildignore: .claude, CLAUDE.md
Commits: at least 2 crediting it in the message

From outside contributors

Claude Code
Pull requests: 1 from outside contributors, first on 2026-09-14, 1 from forks

Models named in its commits

Claude Fable 5.12 commits · Sep 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

30 external dependencies (excludes base and recommended)

Installing rb3 adds 54 packages (32 with compiled code, 34 MB of source tarballs). Heaviest: stringi 11 MB, RSQLite 4.2 MB, arrow 4.2 MB.

Depends (1)

R >= 4.1.0

Imports (19)

bizdays stringr stringi cli readr dplyr arrow httr jsonlite purrr rlang yaml digest base64enc XML R.utils lubridate DBI RSQLite

LinkingTo (0)

none

Suggests (11)

testthat knitr rmarkdown ggplot2 covr scales magrittr tibble withr tidyr vcr

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

Datasets

People & History

People (2)

Wilson Freitas

Author, Maintainer since 0.0.1 (2022)

Marcelo Perlin

Author

Releases (13)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
0.1.0Latest
record
2025-07-07 · current release · diff ↗ ·
removed 38 exports
cachedir, clearcache, company_cash_dividends_get, company_info_get, company_stock_dividends_get, company_subscriptions_get, convert_to, cotahist_bdrs_get, cotahist_equity_get, cotahist_equity_options_get, cotahist_equity_options_superset, cotahist_etfs_get, cotahist_fiagros_get, cotahist_fidcs_get, cotahist_fiis_get, cotahist_funds_options_get, cotahist_get_symbols, cotahist_index_options_get, cotahist_indexes_get, cotahist_options_by_symbol_superset, cotahist_units_get, display_template, futures_mget, index_by_segment_get, index_comp_get, index_get, index_weights_get, indexes_last_update, indexreport_get, indexreport_mget and 8 more

added 30 exports
cotahist_filter_bdr, cotahist_filter_equity, cotahist_filter_equity_options, cotahist_filter_etf, cotahist_filter_fiagro, cotahist_filter_fidc, cotahist_filter_fii, cotahist_filter_fund_options, cotahist_filter_index, cotahist_filter_index_options, cotahist_filter_unit, cotahist_options_by_symbols_get, fetch_marketdata, indexes_composition_get, indexes_current_portfolio_get, indexes_historical_data_get, indexes_theoretical_portfolio_get, list_templates, maturitycode2date, meta_db_connection, rb3_bootstrap, template_dataset, template_meta_create_or_load, template_meta_load, template_meta_new, template_retrieve, yc_brl_get, yc_brl_with_futures_get, yc_ipca_with_futures_get, yc_usd_with_futures_get
R
R 4.5.0 released · 2025-04-11
unarchivedReturned to CRAN
2025-02-18
0.0.12
record
2025-02-18 · diff ↗
archivedRemoved from CRAN
2024-08-25
repeated policy violation On Internet access
0.0.11
record
2024-07-14 · diff ↗ ·
removed 2 exports
cdi_get, idi_get
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
unarchivedReturned to CRAN
2023-04-14
0.0.10
record
2023-04-14 · diff ↗
archivedRemoved from CRAN
2023-04-07
repeated policy violations On Internet access, even after warning and update
0.0.9
record
2023-03-24 · diff ↗
0.0.8
record
2023-03-06 · diff ↗ ·
added 4 exports
company_cash_dividends_get, company_info_get, company_stock_dividends_get, company_subscriptions_get
0.0.7
record
2022-12-14 · diff ↗ ·
added 1 export
index_get
0.0.6
record
2022-08-19 · diff ↗ ·
added 1 export
cotahist_options_by_symbol_superset

Show 6 earlier eventsHide 6 earlier events

0.0.5
record
2022-07-17 · diff ↗
0.0.4
record
2022-06-22 · diff ↗
0.0.3
record
2022-05-29 · diff ↗ ·
removed 3 exports
cotahist_funds_get, cotahist_units_options_get, download_data

added 21 exports
cotahist_equity_options_superset, cotahist_etfs_get, cotahist_fiagros_get, cotahist_fidcs_get, cotahist_fiis_get, cotahist_get_symbols, download_marketdata, index_by_segment_get, index_comp_get, index_weights_get, indexes_get, indexes_last_update, indexreport_get, indexreport_mget, yc_ipca_get, yc_ipca_mget, yc_ipca_superset, yc_superset, yc_usd_get, yc_usd_mget, yc_usd_superset
0.0.2
record
2022-05-10 · diff ↗ ·
added 2 exports
futures_mget, yc_mget
0.0.1
record
2022-05-05
R
R 4.2.0 released · 2022-04-22

Package metadata

First published: 2022-05-05
Total releases: 13 / 4 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 4.1.0
Download size: 3.9 MB

Cite

Cite this package

Run in R for the authors' entry:

citation("rb3")

The package provides a citation file, so citation() returns the authors' own entry.

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 rb3 version 0.1.0 [Data set]. HJJB, LLC. Data release v2026-10-24. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-24, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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