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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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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 (19)
arrow bigrquery covr crayon data.table duckdb ggforce ggplot2 jsonlite log4r lubridate RSQLite RMySQL RPostgres readr rmarkdown sparklyr dittodb odbc

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Validation of Local and Remote Data Tables

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