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@ -45,15 +45,15 @@ endpoints is that there are no tests *for* tests - tests that check that new
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behaviour and tests conforms to higher-level, more general best practices.
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`servant-quickcheck` aims to solve that. It allows describing properties that
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*all* endpoints myst satisfy. If a new endpoint comes along, it too will be
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*all* endpoints must satisfy. If a new endpoint comes along, it too will be
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tested for that property, without any further work.
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Why isn't this idea already popular? Well, most web frameworks don't have a
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reified description of APIs. When you don't know what the endpoints of an
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application are, and what request body they expect, trying to generate arbitrary
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requests is almost entirely going to result in 404s (not found) and 400s (bad
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request). Maybe one in a thousand requests will actually test a handler. Not
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very useful.
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reified description of APIs (beyond perhaps the routes). When you don't know
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what the endpoints of an application are, and what request body they expect,
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trying to generate arbitrary requests is almost entirely going to result in
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404s (not found) and 400s (bad request). Maybe one in a thousand requests will
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actually test a handler. Not very useful.
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`servant` applications, on the other hand, have a machine-readable API description
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already available. And they already associate "correct" requests with particular
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@ -178,11 +178,14 @@ import Test.QuickCheck (Arbitrary(..))
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import Database.PostgreSQL.Simple (connectPostgreSQL)
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spec :: Spec
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spec = describe "the species application" $ do
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spec = describe "the species application" $ beforeAll check $ do
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let pserver = do
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conn <- connectPostgreSQL "dbname=servant-quickcheck"
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return $ server conn
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it "should not return 500s" $ do
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it "should not return 500s" $ do
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withServantServer api pserver $ \url ->
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serverSatisfies api url defaultArgs (not500 <%> mempty)
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@ -191,6 +194,12 @@ spec = describe "the species application" $ do
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withServantServer api pserver $ \url ->
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serverSatisfies api url defaultArgs (onlyJsonObjects <%> mempty)
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where
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check = do
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mvar <- newMVar []
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withServantServer api pserver $ \url ->
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serverSatisfies api url defaultArgs (onlyJsonObjects <%> mempty)
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main :: IO ()
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main = do
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hspec spec
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@ -201,30 +210,51 @@ instance Arbitrary Species where
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But this fails in quite a few ways.
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<<TODO>>
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This was an example created with the knowledge of what it was supposed to
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exemplify. To try to get a more accurate assessment of the practical usefulness
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of `servant-quickcheck`, I tried running `serverSatisfies` with a few
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predicates over some of the open-source `servant` servers I could find, and
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results were also promising.
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There are probably a lot of other interesting properties that one might to add
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besides those I've included. As an example, we could have a property that
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all HTML is checked against, which is sometimes tricky for HTML that's
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generated dynamically. Or check that every page has a Portuguese translation.
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### Why best practices are good
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As a side note: you might have wondered "why bother with API best practices?".
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It is, it would be said, a lot of extra (as in not only getting the feature done)
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It is, it has to be said, a lot of extra (as in not only getting the feature done)
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work to do, for dubious benefit. And indeed, the relevance of discoverability, for
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example, unclear, since not that many tools use it.
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example, unclear, since not that many tools use it as perhaps was anticipated.
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But `servant-quickcheck` both makes it *easier* to conform to best practices,
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and exemplifies their advantage. If we pick 201 (Success, the 'resource' was
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created), rather than the more generic 200 (Success), `servant-quickcheck` knows
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this means there should be some representation of the rec°as a response
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and exemplifies their advantage in enabling better tooling. If we pick 201 (Success, the 'resource' was
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created), rather than the more generic 200 (Success), and do a *little* more work
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by knowing to make this decision, `servant-quickcheck` knows this means there
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should be some representation of the resource created. So it knows to ask you
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for a link to it (the RFC creators thought to ask for this). And if you do (again,
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a little more work), `servant-quickcheck` will know to try to look at that
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resource by following the link, checking that it's not broken, and maybe even
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returns a response that equivalent to the original POST request). And then it
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finds a real bug - your application allows species with '/' in their name to
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be created, but not queried with a 'GET' for! This, I think, is already a win.
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## `serversEqual`
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There's another very appealing application of the ability to generate "sensible"
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arbitrary requests. It's testing that two applications are equal. Generate arbitrary
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arbitrary requests. It's for testing that two applications are equal. We can generate arbitrary
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requests, send them to both servers (in the same order), and check that the responses
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are equivalent. (This was, in fact, one of the first applications of
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are equivalent. (This was, incidentally, one of the first applications of
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`servant-client`, albeit in a much more manual way, when we rewrote a microservice
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originally in Python in Haskell.) Generally with rewrites, even if there's some
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behaviour that isn't optimal, if a lot of things already depend on that service,
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it makes sense to first mimick *exactly* the original behaviour, and only then
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aim for improvements.
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behaviour that isn't optimal, perhaps a lot of things already depend on that service
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and make interace poorly with "improvements", so it makes sense to first mimick
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*exactly* the original behaviour, and only then aim for improvements.
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`servant-quickcheck` provides a single function, `serversEqual`, that attempts
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to verify the equivalence of servers. Since some aspects of responses might not
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@ -243,17 +273,24 @@ One area is extensive automatic benchmarking. Currently we use tools such as
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we are interested in, and write a request that gets made thousands of times.
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But now we can have a multiplicity of requests to benchmark with! This allows
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*finding* slow endpoints, as well as (I would imagine, though I haven't actually
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tried this yet) synchronization issues that make threads wait for too long (such
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as waiting on an MVar that's not really needed), bad asymptotics with respect
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to some other type of request.
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tried this yet) finding synchronization issues that make threads wait for too
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long (such as waiting on an MVar that's not really needed), bad asymptotics
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with respect to some other type of request.
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(On this last point, imagine not having an index in a database for "people",
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and having a tool that discovers that the latency on a search by first name
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grows linearly with the number of POST requests to a *different* endpoint! We'd
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need to do some to do this well, possibly involving some machine learning, but
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it's an interesting and probably useful idea.)
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need to do some work to do this well, possibly involving some machine
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learning, but it's an interesting and probably useful idea.)
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# Conclusion
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I hope this library presents some useful functionality already, but I hope
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you'll also think how it could be improved!
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There'll be a few more packages in the comings weeks - check back soon!
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**Note**: This post is an anansi literate file that generates multiple source
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files. They are:
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