Package: zoomerjoin 0.2.2

zoomerjoin: Superlatively Fast Fuzzy Joins

Empowers users to fuzzily-merge data frames with millions or tens of millions of rows in minutes with low memory usage. The package uses the locality sensitive hashing algorithms developed by Datar, Immorlica, Indyk and Mirrokni (2004) <doi:10.1145/997817.997857>, and Broder (1998) <doi:10.1109/SEQUEN.1997.666900> to avoid having to compare every pair of records in each dataset, resulting in fuzzy-merges that finish in linear time.

Authors:Beniamino Green [aut, cre, cph], Etienne Bacher [ctb], The authors of the dependency Rust crates [ctb, cph]

zoomerjoin_0.2.2.tar.gz
zoomerjoin_0.2.2.zip(r-4.7-x86_64)zoomerjoin_0.2.2.zip(r-4.7-arm64)zoomerjoin_0.2.2.zip(r-4.6-x86_64)zoomerjoin_0.2.2.zip(r-4.6-arm64)zoomerjoin_0.2.2.zip(r-4.5-x86_64)
zoomerjoin_0.2.2.tgz(r-4.6-x86_64)zoomerjoin_0.2.2.tgz(r-4.6-arm64)zoomerjoin_0.2.2.tgz(r-4.5-x86_64)zoomerjoin_0.2.2.tgz(r-4.5-arm64)
zoomerjoin_0.2.2.tar.gz(r-4.7-arm64)zoomerjoin_0.2.2.tar.gz(r-4.7-x86_64)zoomerjoin_0.2.2.tar.gz(r-4.6-arm64)zoomerjoin_0.2.2.tar.gz(r-4.6-x86_64)
zoomerjoin_0.2.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
zoomerjoin/json (API)

# Install 'zoomerjoin' in R:
install.packages('zoomerjoin', repos = c('https://beniaminogreen.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/beniaminogreen/zoomerjoin/issues

Datasets:

On CRAN:

Conda:

blazinglyfastfuzzyjoinjoinrustzoomercargo

8.57 score 110 stars 2 packages 15 scripts 487 downloads 25 exports 22 dependencies

Last updated from:99a9c71063. Checks:11 OK, 4 NOTE. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64OK171
linux-devel-x86_64OK216
source / vignettesOK277
linux-release-arm64OK178
linux-release-x86_64OK197
macos-release-arm64NOTE192
macos-release-x86_64NOTE570
macos-oldrel-arm64OK111
macos-oldrel-x86_64OK275
windows-devel-arm64OK299
windows-devel-x86_64NOTE236
windows-release-arm64OK344
windows-release-x86_64NOTE229
windows-oldrel-x86_64OK210
wasm-releaseOK175

Exports:em_linkeuclidean_anti_joineuclidean_full_joineuclidean_inner_joineuclidean_left_joineuclidean_probabilityeuclidean_right_joinfuzzy_join_corehamming_anti_joinhamming_distancehamming_full_joinhamming_inner_joinhamming_left_joinhamming_probabilityhamming_right_joinjaccard_anti_joinjaccard_curvejaccard_full_joinjaccard_hyper_grid_searchjaccard_inner_joinjaccard_left_joinjaccard_probabilityjaccard_right_joinjaccard_similarityjaccard_string_group

Dependencies:clicollapsecpp11dplyrgenericsgluelifecyclemagrittrpillarpkgconfigpurrrR6Rcpprlangstringistringrtibbletidyrtidyselectutf8vctrswithr

A Zoomerjoin Guided Tour
Introduction: | How Does it Work? | Basic Syntax: | Standardizing String Names After A Merge | References:
Rendered fromguided_tour.Rmdusingknitr::rmarkdown

Last update: 2026-03-13
Started: 2023-03-09

Benchmarks
Introduction | Benchmarking Code:
Rendered frombenchmarks.Rmdusingknitr::rmarkdown

Last update: 2024-09-23
Started: 2023-03-09

Matching Vectors Based on Euclidean Distance
Introduction | Demonstration
Rendered frommatching_vectors.Rmdusingknitr::rmarkdown

Last update: 2024-02-14
Started: 2023-08-06