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Validation of Local and Remote Data Tables

Validate data in data frames, 'tibble' objects, and in database tables (e.g., 'PostgreSQL' and 'MySQL'). 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.

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Dependencies

Imports/Depends/LinkingTo/Enhances (21)
  • R
  • base64enc >= 0.1-3
  • blastula >= 0.3.3
  • cli >= 3.6.0
  • DBI >= 1.1.0
  • digest >= 0.6.27
  • dplyr >= 1.0.10
  • dbplyr >= 2.3.0
  • fs >= 1.6.0
  • glue >= 1.6.2
  • gt >= 0.9.0
  • htmltools >= 0.5.4
  • knitr >= 1.42
  • rlang >= 1.0.3
  • magrittr
  • scales >= 1.2.1
  • testthat >= 3.1.6
  • tibble >= 3.1.8
  • tidyr >= 1.3.0
  • tidyselect >= 1.2.0
  • yaml >= 2.3.7
    • Suggests (17)
  • arrow
  • bigrquery
  • data.table
  • duckdb
  • ggforce
  • ggplot2
  • jsonlite
  • log4r
  • lubridate
  • RSQLite
  • RMySQL
  • RPostgres
  • readr
  • rmarkdown
  • sparklyr
  • dittodb
  • odbc

    • Version History