Type: Package Package: pointblank Title: Data Validation and Organization of Metadata for Local and Remote Tables Version: 0.12.4.9000 Authors@R: c( person("Richard", "Iannone", , "rich@posit.co", role = c("aut", "cre"), comment = c(ORCID = "0000-0003-3925-190X")), person("Mauricio", "Vargas", , "mavargas11@uc.cl", role = "aut", comment = c(ORCID = "0000-0002-0701-921X")), person("June", "Choe", , "jchoe001@gmail.com", role = "aut", comment = c(ORCID = "0000-0002-0701-921X")), person("Olivier", "Roy", role = "ctb") ) Description: Validate data in data frames, 'tibble' objects, 'Spark' 'DataFrames', and database tables. Validation pipelines can be made using easily-readable, consecutive validation steps. Upon execution of the validation plan, several reporting options are available. User-defined thresholds for failure rates allow for the determination of appropriate reporting actions. Many other workflows are available including an information management workflow, where the aim is to record, collect, and generate useful information on data tables. License: MIT + file LICENSE URL: https://rstudio.github.io/pointblank/, https://github.com/rstudio/pointblank BugReports: https://github.com/rstudio/pointblank/issues Depends: R (>= 4.1.0) Imports: base64enc (>= 0.1-3), blastula (>= 0.3.3), cli (>= 3.6.0), DBI (>= 1.1.0), dbplyr (>= 2.3.0), digest (>= 0.6.27), dplyr (>= 1.2.0), fs (>= 1.6.0), glue (>= 1.6.2), gt (>= 0.9.0), htmltools (>= 0.5.4), knitr (>= 1.42), magrittr, rlang (>= 1.0.3), scales (>= 1.2.1), testthat (>= 3.2.0), tibble (>= 3.1.8), tidyr (>= 1.3.0), tidyselect (>= 1.2.0), yaml (>= 2.3.7) Suggests: arrow, bigrquery, data.table, dittodb, duckdb, ggforce, ggplot2 (>= 3.5.0), jsonlite, lubridate, odbc, readr, rmarkdown, RMySQL, RPostgres, RSQLite, sparklyr ByteCompile: true Config/testthat/edition: 3 Config/testthat/parallel: true Config/testthat/start-first: expectation_fns, scan_data,tidyselect_fails_safely_batch,test_fns Encoding: UTF-8 LazyData: true Roxygen: list(markdown = TRUE) RoxygenNote: 7.3.3 Config/pak/sysreqs: cmake make libicu-dev libuv1-dev libxml2-dev libssl-dev libnode-dev Repository: https://rstudio.r-universe.dev Date/Publication: 2026-08-21 19:55:39 UTC RemoteUrl: https://github.com/rstudio/pointblank RemoteRef: HEAD RemoteSha: 0dc5ae0e5e00ca579fa8436598f2cd75d8218344 NeedsCompilation: no Packaged: 2026-09-20 09:58:01 UTC; root Author: Richard Iannone [aut, cre] (ORCID: ), Mauricio Vargas [aut] (ORCID: ), June Choe [aut] (ORCID: ), Olivier Roy [ctb] Maintainer: Richard Iannone