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[R-pkg-devel] Interpret feedback: not write testthat-tests in examples

11 messages · Richel Bilderbeek, Robert M. Flight, Mark van der Loo +6 more

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Dear R package developers,

I would enjoy some help regarding some feedback I got on my package from a CRAN volunteer, as I am unsure how to interpret this correctly.

This is the feedback I got (I added '[do]'):
I wonder if this is about using `testthat` or using tests in general.

To simplify the context, say I wrote a package with a function called `add`, that adds two numbers. My example code would then be something like this:

```
library(testthat)

expect_equal(add(1, 2), 3)
```

The first interpretation is about using `testthat`: maybe I should use base R (`stopifnot`) or another testing library (`testit`) or hand-craft it myself?

The second interpretation is about using tests in example code. I like to actively demonstrate that my code works as expected. I checked the policies regarding examples, and I could not find a rule that I should refrain from doing so.

What is the correct response to this feedback?

Thanks for your guidance, Richel Bilderbeek
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Richel,

I think that feedback is important. Examples are examples first, and tests
second, as in if your examples no longer work, then maybe you need to check
your underlying code.

{testthat} tests belong in their own `tests` directory, and are used to
directly test your code and provide feedback about whether your code is
working.

The pattern I normally see if you want to directly check the output of an
example is a `stopifnot(x == y)`, but I've never observed having
`expect_equal` in example code.

There might not be a policy against it, but I think the general expectation
is that {testthat} code stays in `tests`, not in examples in the
documentation.

-Robert

On Thu, Jul 16, 2020 at 9:28 AM Richel Bilderbeek <
richel at richelbilderbeek.nl> wrote:

            

  
  
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Dear Richel,

The comment itself is pretty clear I think: to be accepted on CRAN you
should not use testthat tests in your examples.

I can't speak for CRAN but I'm pretty convinced this is for testing in
general.

Tests are for testing, not for demonstration. Most users of your package
will probably have never heard of testthat because they are not package
authors. They also probably don't need testthat to use your package, so it
distracts them from learning how your package works. Packages like testthat
(and RUnit, unity and tinytest) are in the first place aimed at package
authors to make sure that their package works as it should and to avoid
re-introducing bugs (regressions).



Best,
Mark




On Thu, Jul 16, 2020 at 3:28 PM Richel Bilderbeek <
richel at richelbilderbeek.nl> wrote:

            

  
  
#
If the point of having, say,

stopifnot(add(1, 2) == sum(c(1, 2))

is to make it explicit to the reader that your add() function gives
the same results as sum(), then I argue that is valid to use in an
example.  I'm pretty sure I've used that in some of my examples.  For
the purpose, there should be no reason why you can't use other
"assert" functions for this purpose, e.g.

testthat::expect_equal(add(1, 2), sum(c(1, 2))

Now, if the point of your "assert" statement is only to validate your
package/code, then I agree it should not be in the example code
because it adds clutter.  Such validation should be in a package test.

So, if the former, I suggest you reply to the CRAN Team and explain this.

/Henrik

On Thu, Jul 16, 2020 at 6:28 AM Richel Bilderbeek
<richel at richelbilderbeek.nl> wrote:
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The point of an example is to provide an illustration of how the function should be used for people who are not software developers. IMO any use of any other functions should be absolutely minimized to reduce the cognitive overload ("you need to understand 13 other concepts before you can understand what this function does"). Even stopifnot is in my view best avoided, and if you choose to use it then the use of that function should come _after_ the use of the function so it can be ignored by the reader without disrupting their reading of the example.

Complex interactions between functions should be described in vignettes, and tests should be stored in test code. R package help already has a reputation for being obtuse to beginners and mixing tests into examples exacerbates that perception.
On July 16, 2020 10:39:45 AM PDT, Henrik Bengtsson <henrik.bengtsson at gmail.com> wrote:

  
    
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On Thu, 16 Jul 2020, Henrik Bengtsson wrote:

            
If the point is to communicate this to users I would write something like

## The following evaluates to TRUE:
add(1, 2) == sum(c(1, 2)

Using stopifnot just adds clutter that obscures the message for a
human reader; testthat::expect_equal even more so.

Best,

luke

  
    
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FWIW/in defense of the OP, this is a *very* common idiom in the base R 
code base.? There may be some false positives, but

 ?find . -name "*.Rd" -exec grep -Fl "stopifnot(" {} \; | grep -v doc | wc

lists 187 files, e.g. from src/library/utils/man/object.size.Rd

stopifnot(identical( ## assert that all three are the same :
 ???????????? unique(substr(as.vector(fsl), 1,5)),
 ???????????? format(round(as.vector(sl)/1024, 1))))
On 7/16/20 2:02 PM, luke-tierney at uiowa.edu wrote:
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Looks like 187 opportunities to improve clarity.
On July 16, 2020 11:30:37 AM PDT, Ben Bolker <bbolker at gmail.com> wrote:

  
    
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On Thu, 16 Jul 2020, Ben Bolker wrote:

            
And I probably wrote some of them, but I don't think I would now.
As a rule, I think the documentation is clearer without the tests.

On the other hand, we don't all agree on these things.

  
    
#
I agree with the consensus that documentation is for humans, while tests
are for computers.
On Thu, Jul 16, 2020, 8:41 PM <luke-tierney at uiowa.edu> wrote:

            

  
  
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If you do want to communicate around tests a bit more, without cluttering the manual, you might find the covrpage package interesting?https://yonicd.github.io/covrpage/ 
It creates a README in the tests folder, with test results, and it can create a vignette with the same content.
 
  On dj., jul. 16, 2020 at 19:40, Henrik Bengtsson<henrik.bengtsson at gmail.com> wrote:   If the point of having, say,

stopifnot(add(1, 2) == sum(c(1, 2))

is to make it explicit to the reader that your add() function gives
the same results as sum(), then I argue that is valid to use in an
example.? I'm pretty sure I've used that in some of my examples.? For
the purpose, there should be no reason why you can't use other
"assert" functions for this purpose, e.g.

testthat::expect_equal(add(1, 2), sum(c(1, 2))

Now, if the point of your "assert" statement is only to validate your
package/code, then I agree it should not be in the example code
because it adds clutter.? Such validation should be in a package test.

So, if the former, I suggest you reply to the CRAN Team and explain this.

/Henrik

On Thu, Jul 16, 2020 at 6:28 AM Richel Bilderbeek
<richel at richelbilderbeek.nl> wrote:
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