# Querying an API While defining handlers that [serve an API](Server.lhs) has a lot to it, querying an API is simpler: we do not care about what happens inside the webserver, we just need to know how to talk to it and get a response back. That said, we usually have to write the querying functions by hand because the structure of the API isn't a first class citizen and can't be inspected to generate the client-side functions. **servant** however has a way to inspect APIs, because APIs are just Haskell types and (GHC) Haskell lets us do quite a few things with types. In the same way that we look at an API type to deduce the types the handlers should have, we can inspect the structure of the API to *derive* Haskell functions that take one argument for each occurrence of `Capture`, `ReqBody`, `QueryParam` and friends (see [the tutorial introduction](ApiType.lhs) for an overview). By *derive*, we mean that there's no code generation involved - the functions are defined just by the structure of the API type. The source for this tutorial section is a literate Haskell file, so first we need to have some language extensions and imports: ``` haskell {-# LANGUAGE DataKinds #-} {-# LANGUAGE DeriveGeneric #-} {-# LANGUAGE TypeOperators #-} module Client where import Data.Aeson import Data.Proxy import GHC.Generics import Network.HTTP.Client (newManager, defaultManagerSettings) import Servant.API import Servant.Client import Servant.Types.SourceT (foreach) import Control.Monad.Codensity (Codensity) ``` Also, we need examples for some domain specific data types: ``` haskell data Position = Position { xCoord :: Int , yCoord :: Int } deriving (Show, Generic) instance FromJSON Position newtype HelloMessage = HelloMessage { msg :: String } deriving (Show, Generic) instance FromJSON HelloMessage data ClientInfo = ClientInfo { clientName :: String , clientEmail :: String , clientAge :: Int , clientInterestedIn :: [String] } deriving Generic instance ToJSON ClientInfo data Email = Email { from :: String , to :: String , subject :: String , body :: String } deriving (Show, Generic) instance FromJSON Email ``` Enough chitchat, let's see an example. Consider the following API type from the previous section: ``` haskell type API = "position" :> Capture "x" Int :> Capture "y" Int :> Get '[JSON] Position :<|> "hello" :> QueryParam "name" String :> Get '[JSON] HelloMessage :<|> "marketing" :> ReqBody '[JSON] ClientInfo :> Post '[JSON] Email ``` What we are going to get with **servant-client** here is three functions, one to query each endpoint: ``` haskell position :: Int -- ^ value for "x" -> Int -- ^ value for "y" -> ClientM Position hello :: Maybe String -- ^ an optional value for "name" -> ClientM HelloMessage marketing :: ClientInfo -- ^ value for the request body -> ClientM Email ``` Each function makes available as an argument any value that the response may depend on, as evidenced in the API type. How do we get these functions? By calling the function `client`. It takes one argument: - a `Proxy` to your API, ``` haskell api :: Proxy API api = Proxy position :<|> hello :<|> marketing = client api ``` `client api` returns client functions for our _entire_ API, combined with `:<|>`, which we can pattern match on as above. You could say `client` "calculates" the correct type and number of client functions for the API type it is given (via a `Proxy`), as well as their implementations. If you have an `EmptyAPI` in your API, servant-client will hand you a value of type `EmptyClient` in the corresponding slot, where `data EmptyClient = EmptyClient`, as a way to indicate that you can't do anything useful with it. ``` haskell ignore type API' = API :<|> EmptyAPI api' :: Proxy API' api' = Proxy (position' :<|> hello' :<|> marketing') :<|> EmptyClient = client api' ``` ``` haskell ignore -- | URI scheme to use data Scheme = Http -- ^ http:// | Https -- ^ https:// deriving -- | Simple data type to represent the target of HTTP requests -- for servant's automatically-generated clients. data BaseUrl = BaseUrl { baseUrlScheme :: Scheme -- ^ URI scheme to use , baseUrlHost :: String -- ^ host (eg "haskell.org") , baseUrlPort :: Int -- ^ port (eg 80) , baseUrlPath :: String -- ^ path (eg "/a/b/c") } ``` That's it. Let's now write some code that uses our client functions. ``` haskell queries :: ClientM (Position, HelloMessage, Email) queries = do pos <- position 10 10 message <- hello (Just "servant") em <- marketing (ClientInfo "Alp" "alp@foo.com" 26 ["haskell", "mathematics"]) return (pos, message, em) run :: IO () run = do manager' <- newManager defaultManagerSettings res <- runClientM queries (mkClientEnv manager' (BaseUrl Http "localhost" 8081 "")) case res of Left err -> putStrLn $ "Error: " ++ show err Right (pos, message, em) -> do print pos print message print em ``` Here's the output of the above code running against the appropriate server: ``` Position {xCoord = 10, yCoord = 10} HelloMessage {msg = "Hello, servant"} Email {from = "great@company.com", to = "alp@foo.com", subject = "Hey Alp, we miss you!", body = "Hi Alp,\n\nSince you've recently turned 26, have you checked out our latest haskell, mathematics products? Give us a visit!"} ``` The types of the arguments for the functions are the same as for (server-side) request handlers. ## Changing the monad the client functions live in Just like `hoistServer` allows us to change the monad in which request handlers of a web application live in, we also have `hoistClient` for changing the monad in which _client functions_ live. Consider the following trivial API: ``` haskell type HoistClientAPI = Get '[JSON] Int :<|> Capture "n" Int :> Post '[JSON] Int hoistClientAPI :: Proxy HoistClientAPI hoistClientAPI = Proxy ``` We already know how to derive client functions for this API, and as we have seen above they all return results in the `ClientM` monad when using `servant-client`. However, `ClientM` rarely (or never) is the actual monad we need to use the client functions in. Sometimes we need to run them in IO, sometimes in a custom monad stack. `hoistClient` is a very simple solution to the problem of "changing" the monad the clients run in. ``` haskell ignore hoistClient :: HasClient ClientM api -- we need a valid API => Proxy api -- a Proxy to the API type -> (forall a. m a -> n a) -- a "monad conversion function" (natural transformation) -> Client m api -- clients in the source monad -> Client n api -- result: clients in the target monad ``` The "conversion function" argument above, just like the ones given to `hoistServer`, must be able to turn an `m a` into an `n a` for any choice of type `a`. Let's see this in action on our example. We first derive our client functions as usual, with all of them returning a result in `ClientM`. ``` haskell getIntClientM :: ClientM Int postIntClientM :: Int -> ClientM Int getIntClientM :<|> postIntClientM = client hoistClientAPI ``` And we finally decide that we want the handlers to run in IO instead, by "post-applying" `runClientM` to a fixed client environment. ``` haskell -- our conversion function has type: forall a. ClientM a -> IO a -- the result has type: -- Client IO HoistClientAPI = IO Int :<|> (Int -> IO Int) getClients :: ClientEnv -> Client IO HoistClientAPI getClients clientEnv = hoistClient hoistClientAPI ( fmap (either (error . show) id) . flip runClientM clientEnv ) (client hoistClientAPI) ``` ## Querying Streaming APIs. Consider the following streaming API type: ``` haskell type StreamAPI = "positionStream" :> StreamGet NewlineFraming JSON (SourceIO Position) ``` Note that we use the same `SourceIO` type as on the server-side (this is different from `servant-0.14`). In any case, here's how we write a function to query our API: ```haskell streamAPI :: Proxy StreamAPI streamAPI = Proxy posStream :: ClientM (Codensity IO (SourceIO Position)) posStream = client streamAPI ``` We'll get back a `Codensity IO (SourceIO Position)`. The wrapping in `Codensity` is generally necessary, as `Codensity` lets us `bracket` things properly. This is best explained by an example. To consume `ClientM (Codentity IO ...)` we can use `withClientM` helper: the underlying HTTP connection is open only until the inner functions exits. Inside the block we can e.g just print out all elements from a `SourceIO`, to give some idea of how to work with them. ``` haskell printSourceIO :: Show a => ClientEnv -> ClientM (Codensity IO (SourceIO a)) -> IO () printSourceIO env c = withClientM c env $ \e -> case e of Left err -> putStrLn $ "Error: " ++ show err Right rs -> foreach fail print rs ``` The stream is parsed and provided incrementally. So the above loop prints out each result as soon as it is received on the stream, rather than waiting until they are all available to print them at once. You now know how to use **servant-client**!