Package: data.validator 0.2.1

Marcin Dubel

data.validator: Automatic Data Validation and Reporting

Validate dataset by columns and rows using convenient predicates inspired by 'assertr' package. Generate good looking HTML report or print console output to display in logs of your data processing pipeline.

Authors:Marcin Dubel [aut, cre], Paweł Przytuła [aut], Jakub Nowicki [aut], Krystian Igras [aut], Dominik Krzeminski [ctb], Servet Ahmet Çizmeli [ctb], Appsilon Sp. z o.o. [cph]

data.validator_0.2.1.tar.gz
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data.validator.pdf |data.validator.html✨
data.validator/json (API)
NEWS

# Install 'data.validator' in R:

install.packages('data.validator', repos = c('https://appsilon.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/appsilon/data.validator/issues

Pkgdown site:https://appsilon.github.io

On CRAN:

data reporting rhinoverse rstudio validation

6.67 score 147 stars 40 scripts 467 downloads 12 exports 56 dependencies

Last updated 11 months agofrom:678d01ae6b. Checks:9 OK. Indexed: yes.

Target	Result	Latest binary
Doc / Vignettes	OK	Mar 14 2025
R-4.5-win	OK	Mar 14 2025
R-4.5-mac	OK	Mar 14 2025
R-4.5-linux	OK	Mar 14 2025
R-4.4-win	OK	Mar 14 2025
R-4.4-mac	OK	Mar 14 2025
R-4.4-linux	OK	Mar 14 2025
R-4.3-win	OK	Mar 14 2025
R-4.3-mac	OK	Mar 14 2025

Exports:add_results data_validation_report get_results render_raw_report_ui render_semantic_report_ui save_report save_results save_summary validate validate_cols validate_if validate_rows

Dependencies:assertr base64enc bslib cachem cli commonmark cpp11 crayon digest dplyr evaluate fansi fastmap fontawesome fs generics glue highr htmltools htmlwidgets httpuv jquerylib jsonlite knitr later lifecycle magrittr MASS memoise mime pillar pkgconfig promises purrr R6 rappdirs Rcpp rlang rmarkdown sass semantic.assets shiny shiny.semantic sourcetools stringi stringr tibble tidyr tidyselect tinytex utf8 vctrs withr xfun xtable yaml

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Add validation results to the Report object	add_results
Create new validator object	data_validation_report
Get validation results	get_results
Render simple version of report	render_raw_report_ui
Render semantic version of report	render_semantic_report_ui
Saving results as a HTML report	save_report
Saving results table to external file	save_results
Save simple validation summary in text file	save_summary
Prepare data for validation chain	validate
Validation on columns	validate_cols
Verify if expression regarding data is TRUE	validate_if
Validation on rows	validate_rows