Validate.jl

This package contains a subset of the R-package Validate (see Validate) using pure Julia. The exact functionality that is supported can be found in the documentation.

using DataFrames, Validator

df = DataFrame(speed=[1, 2, missing], distance=[10, 11, -100])
rules = Validate.read_rules("myrules.yaml")
cf = Validate.confront(df, rules)
Validate.summary(cf)
Validate.violating(df, cf)