Description Usage Arguments Details Value Examples
a single function that can do several different types of sanity checks at the same time
| 1 2 3 | 
| x | an object to be checked., | 
| NULL_allowed | whether a x == NULL is allowed, | 
| Class | the correct class of x | 
| min_oberserv | the min number of row / length that x should have, | 
| exact_in_match | each element of x shall be found in the exact_in_match vector if exact_in_match is a data.frame, we will get the colnames of it as exact_in_match | 
| fuzzy_match | TEST feature | 
| exact_length | can let you test the exact length of a vector, OR exact number of colnames | 
| complete_cases | TRUE or NULL # check whether a dataframe have NA values | 
| STOP | whether to stop if there is an error. | 
| message_provided | replace the default error message | 
See sample code
return nothing if x passes checks, otherwise an error message
| 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 | ###_____ unit test ____
data = ggplot2::diamonds
# sanity_check(dasfdfdsfsgre)
null_checl = NULL ;
tryCatch( sanity_check(null_checl),
          error = function(err) print(err))
tryCatch( sanity_check(null_checl,NULL_allowed = TRUE),
          error = function(err) print(err))
tryCatch( sanity_check(c('x','y'),min_oberserv = 3),
          error = function(err) print(err))
tryCatch( sanity_check(c('x','y'),min_oberserv = 2),
          error = function(err) print(err))
tryCatch( sanity_check(data,Class = 'data.frame2'),
          error = function(err) print(err))
tryCatch( sanity_check(data,min_oberserv = 3000000),
          error = function(err) print(err))
tryCatch( sanity_check(data,exact_length = ncol(data) ),
          error = function(err) print(err))
tryCatch( sanity_check(
  data.frame(data,NA,stringsAsFactors = FALSE)[1:10,],
                       complete_cases = TRUE ),
          error = function(err) print(err))
colnames(data)
tryCatch( sanity_check(x= c('carat') ,exact_in_match = data),
          error = function(err) print(err))
tryCatch( sanity_check(x= c('carat') ,exact_in_match = colnames(data)) ,
          error = function(err) print(err))
tryCatch( sanity_check(x= c('carat2') ,exact_in_match = data),
          error = function(err) print(err))
tryCatch(  sanity_check(x= c('carat','carat2') ,exact_in_match = data),
           error = function(err) print(err))
tryCatch(  sanity_check(x=colnames(data),exact_in_match = c('carat')),
           error = function(err) print(err))
tryCatch(   sanity_check(x=data,exact_in_match = c('carat2')),
            error = function(err) print(err))
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