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.
| Version: | 0.1.4 |
| Depends: | R (≥ 2.10) |
| Imports: | dplyr, tibble, tidyr |
| Suggests: | babynames, covr, fuzzyjoin, igraph, knitr, rmarkdown, stringdist, testthat (≥ 3.0.0), tidyverse, purrr, microbenchmark, profmem |
| Published: | 2024-01-31 |
| Author: | Beniamino Green [aut, cre, cph],
Etienne Bacher [ctb],
The authors of the dependency Rust crates [ctb, cph] (see inst/AUTHORS
file for details) zoomerjoin author details |
| Maintainer: | Beniamino Green <beniamino.green at yale.edu> |
| BugReports: | https://github.com/beniaminogreen/zoomerjoin/issues/ |
| License: | GPL (≥ 3) |
| URL: | https://beniamino.org/zoomerjoin/ |
| NeedsCompilation: | yes |
| SystemRequirements: | Cargo (>= 1.56) (Rust's package manager), rustc |
| Materials: | README NEWS |
| CRAN checks: | zoomerjoin results |
| Reference manual: | zoomerjoin.pdf |
| Vignettes: |
benchmarks A Zoomerjoin Guided Tour matching_vectors |
| Package source: | zoomerjoin_0.1.4.tar.gz |
| Windows binaries: | r-devel: zoomerjoin_0.1.4.zip, r-release: zoomerjoin_0.1.4.zip, r-oldrel: zoomerjoin_0.1.4.zip |
| macOS binaries: | r-release (arm64): zoomerjoin_0.1.4.tgz, r-oldrel (arm64): zoomerjoin_0.1.4.tgz, r-release (x86_64): zoomerjoin_0.1.4.tgz, r-oldrel (x86_64): zoomerjoin_0.1.4.tgz |
Please use the canonical form https://CRAN.R-project.org/package=zoomerjoin to link to this page.