#' assertr: Assertive programming for R analysis pipeline.
#'
#' The assertr package supplies a suite of functions designed to verify
#' assumptions about data early in an analysis pipeline.
#' See the assertr vignette or the documentation for more information \cr
#' > \code{vignette("assertr")}
#'
#' You may also want to read the documentation for the functions that
#' \code{assertr} provides:
#' \itemize{
#' \item \code{\link{assert}}
#' \item \code{\link{verify}}
#' \item \code{\link{insist}}
#' \item \code{\link{assert_rows}}
#' \item \code{\link{insist_rows}}
#' \item \code{\link{not_na}}
#' \item \code{\link{in_set}}
#' \item \code{\link{has_all_names}}
#' \item \code{\link{is_uniq}}
#' \item \code{\link{num_row_NAs}}
#' \item \code{\link{maha_dist}}
#' \item \code{\link{col_concat}}
#' \item \code{\link{within_bounds}}
#' \item \code{\link{within_n_sds}}
#' \item \code{\link{within_n_mads}}
#' \item \code{\link{success_and_error_functions}}
#' \item \code{\link{chaining_functions}}
#' }
#'
#'
#' @examples
#' library(magrittr) # for the piping operator
#' library(dplyr)
#'
#' # this confirms that
#' # - that the dataset contains more than 10 observations
#' # - that the column for 'miles per gallon' (mpg) is a positive number
#' # - that the column for 'miles per gallon' (mpg) does not contain a datum
#' # that is outside 4 standard deviations from its mean, and
#' # - that the am and vs columns (automatic/manual and v/straight engine,
#' # respectively) contain 0s and 1s only
#' # - each row contains at most 2 NAs
#' # - each row's mahalanobis distance is within 10 median absolute deviations of
#' # all the distance (for outlier detection)
#'
#' mtcars %>%
#' verify(nrow(.) > 10) %>%
#' verify(mpg > 0) %>%
#' insist(within_n_sds(4), mpg) %>%
#' assert(in_set(0,1), am, vs) %>%
#' assert_rows(num_row_NAs, within_bounds(0,2), everything()) %>%
#' insist_rows(maha_dist, within_n_mads(10), everything()) %>%
#' group_by(cyl) %>%
#' summarise(avg.mpg=mean(mpg))
#'
#'
#' @docType package
#' @name assertr
NULL
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