schemas-0.2.0: src/Schemas/Internal.hs
{-# LANGUAGE ViewPatterns #-}
{-# LANGUAGE DeriveAnyClass #-}
{-# LANGUAGE DerivingStrategies #-}
{-# LANGUAGE GADTs #-}
{-# LANGUAGE GeneralizedNewtypeDeriving #-}
{-# LANGUAGE OverloadedLists #-}
{-# LANGUAGE OverloadedStrings #-}
{-# LANGUAGE RankNTypes #-}
{-# LANGUAGE RecordWildCards #-}
{-# LANGUAGE ScopedTypeVariables #-}
{-# LANGUAGE TupleSections #-}
{-# OPTIONS -Wno-name-shadowing #-}
module Schemas.Internal where
import Control.Alternative.Free
import Control.Applicative (Alternative (..))
import Control.Exception
import Control.Lens hiding (Empty, enum, (<.>), allOf)
import Control.Monad
import Control.Monad.Trans.Except
import Data.Aeson (Value)
import qualified Data.Aeson as A
import Data.Biapplicative
import Data.Either
import Data.Foldable (asum)
import Data.Functor.Compose
import Data.HashMap.Strict (HashMap)
import qualified Data.HashMap.Strict as Map
import Data.List.NonEmpty (NonEmpty (..))
import qualified Data.List.NonEmpty as NE
import Data.Maybe
import Data.Semigroup
import Data.Text (Text, pack)
import Data.Tuple
import Data.Vector (Vector)
import qualified Data.Vector as V
import GHC.Exts (IsList (..))
import Prelude hiding (lookup)
import Schemas.Untyped
-- Typed schemas
-- --------------------------------------------------------------------------------
-- | @TypedSchemaFlex enc dec@ is a schema for encoding to @enc@ and decoding to @dec@.
-- Usually we want @enc@ and @dec@ to be the same type but this flexibility comes in handy
-- for composition.
--
-- * introduction forms: 'record', 'enum', 'schema'
-- * operations: 'encodeTo', 'decodeFrom', 'extractSchema'
-- * composition: 'dimap', 'union', 'stringMap', 'liftPrism'
--
data TypedSchemaFlex from a where
TEnum :: (NonEmpty (Text, a)) -> (from -> Text) -> TypedSchemaFlex from a
TArray :: TypedSchema b -> (Vector b -> a) -> (from -> Vector b) -> TypedSchemaFlex from a
TMap :: TypedSchema b -> (HashMap Text b -> a) -> (from -> HashMap Text b) -> TypedSchemaFlex from a
-- | Encoding and decoding support all alternatives
TAllOf :: NonEmpty (TypedSchemaFlex from a) -> TypedSchemaFlex from a
-- | Decoding from all alternatives, but encoding only to one
TOneOf :: NonEmpty (TypedSchemaFlex from a) -> TypedSchemaFlex from a
TEmpty :: a -> TypedSchemaFlex from a
TPrim :: Text -> (Value -> A.Result a) -> (from -> Value) -> TypedSchemaFlex from a
-- TTry _ is used to implement 'optField' on top of 'optFieldWith'
-- it could be exposed to provide some form of error handling, but currently is not
TTry :: Text -> TypedSchemaFlex a b -> (a' -> Maybe a) -> TypedSchemaFlex a' b
RecordSchema :: RecordFields from a -> TypedSchemaFlex from a
-- | @enum values mapping@ construct a schema for a non empty set of values with a 'Text' mapping
enum :: Eq a => (a -> Text) -> (NonEmpty a) -> TypedSchema a
enum showF opts = TEnum alts (fromMaybe (error "invalid alt") . flip lookup altMap)
where
altMap = fmap swap $ alts --TODO fast lookup
alts = opts <&> \x -> (showF x, x)
-- | @stringMap sc@ is the schema for a stringmap where the values have schema @sc@
stringMap :: TypedSchema a -> TypedSchema (HashMap Text a)
stringMap sc = TMap sc id id
-- | @list sc@ is the schema for a list of values with schema @sc@
list :: IsList l => TypedSchema (Item l) -> TypedSchema l
list schema = TArray schema (fromList . V.toList) (V.fromList . toList)
-- | @vector sc@ is the schema for a vector of values with schema @sc@
vector :: TypedSchema a -> TypedSchema (Vector a)
vector sc = TArray sc id id
-- | @viaJson label@ constructs a schema reusing existing 'aeson' instances. The resulting schema
-- is opaque and cannot be subtyped and/or versioned, so this constructor should be used sparingly.
-- The @label@ is used to describe the extracted 'Schema'.
viaJSON :: (A.FromJSON a, A.ToJSON a) => Text -> TypedSchema a
viaJSON n = TPrim n A.fromJSON A.toJSON
-- | Apply an isomorphism to a schema
viaIso :: Iso' a b -> TypedSchema a -> TypedSchema b
viaIso iso sc = withIso iso $ \from to -> dimap to from sc
-- | The schema of String values
string :: TypedSchema String
string = viaJSON "String"
-- | A schema for types that can be parsed and pretty-printed. The resulting schema is opaque and cannot
-- be subtyped/versioned, so this constructor is best used for primitive value
readShow :: (Read a, Show a) => TypedSchema a
readShow = dimap show read string
allOf :: NonEmpty (TypedSchemaFlex from a) -> TypedSchemaFlex from a
allOf [x] = x
allOf x = TAllOf $ sconcat $ fmap f x where
f (TAllOf xx) = xx
f x = [x]
-- | The schema of undiscriminated unions. Prefer using 'union' where possible
oneOf :: NonEmpty (TypedSchemaFlex from a) -> TypedSchemaFlex from a
oneOf [x] = x
oneOf x = TOneOf $ sconcat $ fmap f x where
f (TOneOf xx) = xx
f x = [x]
instance Functor (TypedSchemaFlex from) where
fmap = rmap
instance Profunctor TypedSchemaFlex where
dimap _ f (TEmpty a ) = TEmpty (f a)
dimap g f (TTry n sc try) = TTry n (rmap f sc) (try . g)
dimap g f (TAllOf scc ) = TAllOf (dimap g f <$> scc)
dimap g f (TOneOf scc ) = TOneOf (dimap g f <$> scc)
dimap g f (TEnum opts fromf) = TEnum (second f <$> opts) (fromf . g)
dimap g f (TArray sc tof fromf) = TArray sc (f . tof) (fromf . g)
dimap g f (TMap sc tof fromf) = TMap sc (f . tof) (fromf . g)
dimap g f (TPrim n tof fromf) = TPrim n (fmap f . tof) (fromf . g)
dimap g f (RecordSchema sc) = RecordSchema (dimap g f sc)
instance Monoid a => Monoid (TypedSchemaFlex f a) where
mempty = TEmpty mempty
instance Semigroup (TypedSchemaFlex f a) where
-- | Allows defining multiple schemas for the same thing, effectively implementing versioning.
TEmpty a <> TEmpty _ = TEmpty a
TEmpty{} <> x = x
x <> TEmpty{} = x
TAllOf aa <> b = allOf (aa <> [b])
a <> TAllOf bb = allOf ([a] <> bb)
a <> b = allOf [a,b]
type TypedSchema a = TypedSchemaFlex a a
-- --------------------------------------------------------------------------------
-- Applicative records
data RecordField from a where
RequiredAp :: { fieldName :: Text -- ^ Name of the field
, fieldTypedSchema :: TypedSchemaFlex from a
} -> RecordField from a
OptionalAp :: { fieldName :: Text
, fieldTypedSchema :: TypedSchemaFlex from a
, fieldDefValue :: a
} -> RecordField from a
-- | Lens for the 'fieldName' attribute
fieldNameL :: Lens' (RecordField from a) Text
fieldNameL f (RequiredAp n sc) = (`RequiredAp` sc) <$> f n
fieldNameL f OptionalAp{..} = (\fieldName -> OptionalAp{..}) <$> f fieldName
instance Profunctor RecordField where
dimap f g (RequiredAp name sc) = RequiredAp name (dimap f g sc)
dimap f g (OptionalAp name sc def) = OptionalAp name (dimap f g sc) (g def)
-- | An 'Alternative' profunctor for defining record schemas with versioning
--
-- @
-- schemaPerson = Person
-- \<$\> (field "name" name \<|\> field "full name" name)
-- \<*\> (field "age" age \<|\> pure -1)
-- @
newtype RecordFields from a = RecordFields {getRecordFields :: Alt (RecordField from) a}
deriving newtype (Alternative, Applicative, Functor, Monoid, Semigroup)
instance Profunctor RecordFields where
dimap f g = RecordFields . hoistAlt (lmap f) . fmap g . getRecordFields
-- | Map a function over all the field names
overFieldNames :: (Text -> Text) -> RecordFields from a -> RecordFields from a
overFieldNames f = RecordFields . hoistAlt ((over fieldNameL f)) . getRecordFields
-- | Wrap an applicative record schema
record :: RecordFields from a -> TypedSchemaFlex from a
record = RecordSchema
-- | @fieldWith sc n get@ introduces a field
fieldWith :: TypedSchema a -> Text -> (from -> a) -> RecordFields from a
fieldWith schema n get = fieldWith' (lmap get schema) n
-- | Generalised version of 'fieldWith'
fieldWith' :: TypedSchemaFlex from a -> Text -> RecordFields from a
fieldWith' schema n = RecordFields $ liftAlt (RequiredAp n schema)
-- | Project a schema through a Prism. Returns a partial schema.
-- When encoding/decoding a value that doesn't fit the prism,
-- an optional field will be omitted, and a required field will cause
-- this alternative to be aborted.
liftPrism :: Text -> Prism s t a b -> TypedSchemaFlex a b -> TypedSchemaFlex s t
liftPrism n p sc = withPrism p $ \t f -> rmap t (TTry n sc (either (const Nothing) Just . f))
-- | @liftJust = liftPrism _Just@
liftJust :: TypedSchemaFlex a b -> TypedSchemaFlex (Maybe a) (Maybe b)
liftJust = liftPrism "Just" _Just
-- | @liftRight = liftPrism _Right@
liftRight :: TypedSchemaFlex a b -> TypedSchemaFlex (Either c a) (Either c b)
liftRight = liftPrism "Right" _Right
-- | A generalized version of 'optField'. Does not handle infinite/circular data.
optFieldWith
:: forall a from
. TypedSchemaFlex from (Maybe a)
-> Text
-> RecordFields from (Maybe a)
optFieldWith schema n = RecordFields $ liftAlt (OptionalAp n schema Nothing)
-- | The most general introduction form for optional fields
optFieldGeneral
:: forall a from
. TypedSchemaFlex from a
-> Text
-> a
-> RecordFields from a
optFieldGeneral schema n def = RecordFields $ liftAlt (OptionalAp n schema def)
-- | A generalized version of 'optFieldEither'. Does not handle infinite/circular data
optFieldEitherWith
:: TypedSchemaFlex from (Either e a) -> Text -> e -> RecordFields from (Either e a)
optFieldEitherWith schema n e = optFieldGeneral schema n (Left e)
-- | Extract all the field groups (from alternatives) in the record
extractFields :: RecordFields from a -> NonDet [(Text, Field)]
extractFields = extractFieldsHelper extractField
where
extractField :: RecordField from a -> (Text, Field)
extractField (RequiredAp n sc) = (n,) . (`Field` True) $ extractSchema sc
extractField (OptionalAp n sc _) = (n,) . (`Field` False) $ extractSchema sc
newtype NonDet a = NonDet { nonDet :: [a] }
deriving newtype (Applicative, Alternative, Foldable, Functor, Monad)
instance Traversable NonDet where traverse f (NonDet a) = NonDet <$> traverse f a
extractFieldsHelper :: (forall a . RecordField from a -> b) -> RecordFields from a -> NonDet [b]
extractFieldsHelper f = runAlt_ (\x -> pure [f x]) . getRecordFields
-- --------------------------------------------------------------------------------
-- Typed Unions
-- | The schema of discriminated unions
--
-- @
-- import Schemas
-- import "generic-lens" Data.Generics.Labels ()
-- import GHC.Generics
--
-- data Education = Degree Text | PhD Text | NoEducation
--
-- schemaEducation = union'
-- [ alt \"NoEducation\" #_NoEducation
-- , alt \"Degree\" #_Degree
-- , alt \"PhD\" #_PhD
-- ]
-- @
-- | Given a non empty set of tagged partial schemas, constructs the schema that applies
-- them in order and selects the first successful match.
union :: (NonEmpty (Text, TypedSchema a)) -> TypedSchema a
union args = TOneOf (mk <$> args)
where
mk (name, sc) = RecordSchema $ fieldWith' sc name
-- | Existential wrapper for convenient definition of discriminated unions
data UnionTag from where
UnionTag :: Text -> Prism' from b -> TypedSchema b -> UnionTag from
-- | @altWith name prism schema@ introduces a discriminated union alternative
altWith :: TypedSchema a -> Text -> Prism' from a -> UnionTag from
altWith sc n p = UnionTag n p sc
-- | Given a non empty set of constructors, construct the schema that selects the first
-- matching constructor
union' :: (NonEmpty (UnionTag from)) -> TypedSchema from
union' args = union $ args <&> \(UnionTag c p sc) -> (c, liftPrism c p sc)
-- --------------------------------------------------------------------------------
-- Schema extraction from a TypedSchema
-- | Extract an untyped schema that can be serialized
extractSchema :: TypedSchemaFlex from a -> Schema
extractSchema (TPrim n _ _) = Prim n
extractSchema (TTry _ sc _) = extractSchema sc
extractSchema (TOneOf scc) = OneOf $ extractSchema <$> scc
extractSchema (TAllOf scc) = AllOf $ extractSchema <$> scc
extractSchema TEmpty{} = Empty
extractSchema (TEnum opts _) = Enum (fst <$> opts)
extractSchema (TArray sc _ _) = Array $ extractSchema sc
extractSchema (TMap sc _ _) = StringMap $ extractSchema sc
extractSchema (RecordSchema rs) = foldMap (Record . fromList) $ extractFields rs
-- | Returns all the primitive validators embedded in this typed schema
extractValidators :: TypedSchemaFlex from a -> Validators
extractValidators (TPrim n parse _) =
[ ( n
, (\x -> case parse x of
A.Success _ -> Nothing
A.Error e -> Just (pack e)
)
)
]
extractValidators (TOneOf scc) = foldMap extractValidators scc
extractValidators (TAllOf scc) = foldMap extractValidators scc
extractValidators (TArray sc _ _) = extractValidators sc
extractValidators (TMap sc _ _) = extractValidators sc
extractValidators (TTry _ sc _) = extractValidators sc
extractValidators (RecordSchema rs) = mconcat
$ mconcat $ nonDet (extractFieldsHelper (extractValidators . fieldTypedSchema) rs)
extractValidators _ = []
-- ---------------------------------------------------------------------------------------
-- Encoding to JSON
-- | Given a value and its typed schema, produce a JSON record using the 'RecordField's
encodeWith :: TypedSchemaFlex from a -> from -> Value
-- TODO Better error messages to help debug partial schemas ?
encodeWith sc = either (throw . AllAlternativesFailed) id . runExcept . go sc where
go :: TypedSchemaFlex from a -> from -> Except [Mismatch] Value
go (TAllOf scc ) x = encodeAlternatives <$> traverse (`go` x) scc
go (TOneOf scc ) x = asum (fmap (`go` x) scc)
go (TTry n sc try ) x = go sc =<< maybe (throwE [TryFailed n]) pure (try x)
go (TEnum _ fromf ) b = pure $ A.String (fromf b)
go (TPrim _ _ fromf ) b = pure $ fromf b
go (TEmpty _ ) _ = pure emptyValue
go (TArray sc _ fromf) b = A.Array <$> go sc `traverse` fromf b
go (TMap sc _ fromf) b = A.Object <$> go sc `traverse` fromf b
go (RecordSchema rec ) x = do
let alternatives = extractFieldsHelper (extractField x) rec
let results =
partitionEithers $ nonDet $ fmap (runExcept . sequenceA) alternatives
case results of
(_, NE.nonEmpty -> Just fields') -> pure $ encodeAlternatives $ fmap
(A.Object . fromList . catMaybes)
fields'
(ee, _) -> throwE (concat ee)
where
extractField b RequiredAp {..} =
Just . (fieldName, ) <$> go fieldTypedSchema b `catchE` \mm ->
throwE [InvalidRecordField fieldName mm]
extractField b OptionalAp {..} =
(Just . (fieldName, ) <$> go fieldTypedSchema b)
`catchE` \_ -> pure Nothing
encodeToWith :: TypedSchema a -> Schema -> Maybe (a -> Value)
encodeToWith sc target = case isSubtypeOf (extractValidators sc) (extractSchema sc) target of
Right cast -> Just $ cast . encodeWith sc
_ -> Nothing
-- --------------------------------------------------------------------------
-- Decoding
data DecodeError
= VE Mismatch
| TriedAndFailed
deriving (Eq, Show)
-- | Runs a schema as a function @enc -> dec@. Loops for infinite/circular data
runSchema :: TypedSchemaFlex enc dec -> enc -> Either [DecodeError] dec
runSchema sc = runExcept . go sc
where
go :: forall from a. TypedSchemaFlex from a -> from -> Except [DecodeError] a
go (TEmpty a ) _ = pure a
go (TTry _ sc try) from = maybe (throwE [TriedAndFailed]) (go sc) (try from)
go (TPrim n toF fromF) from = case toF (fromF from) of
A.Success a -> pure a
A.Error e -> failWith (PrimError n (pack e))
go (TEnum opts fromF) from = case lookup enumValue opts of
Just x -> pure x
Nothing -> failWith $ InvalidEnumValue enumValue (fst <$> opts)
where enumValue = fromF from
go (TMap _sc toF fromF) from = pure $ toF (fromF from)
go (TArray _sc toF fromF) from = pure $ toF (fromF from)
go (TAllOf scc ) from = msum $ (`go` from) <$> scc
go (TOneOf scc ) from = msum $ (`go` from) <$> scc
go (RecordSchema fields ) from = runAlt f (getRecordFields fields)
where
f :: RecordField from b -> Except [DecodeError] b
f RequiredAp{..} = go fieldTypedSchema from
f OptionalAp{..} = go fieldTypedSchema from
failWith e = throwE [VE e]
-- | Given a JSON 'Value' and a typed schema, extract a Haskell value
decodeWith :: TypedSchemaFlex from a -> Value -> Either [(Trace, DecodeError)] a
-- TODO merge runSchema and decodeWith ?
-- TODO change decode type to reflect partiality due to TTry _?
decodeWith sc = runExcept . go [] sc
where
failWith ctx e = throwE [(reverse ctx, VE e)]
go
:: [Text]
-> TypedSchemaFlex from a
-> Value
-> Except [(Trace, DecodeError)] a
go ctx (TEnum opts _) (A.String x) =
maybe (failWith ctx (InvalidEnumValue x (fst <$> opts))) pure
$ lookup x opts
go ctx (TArray sc tof _) (A.Array x) =
tof <$> traverse (go ("[]" : ctx) sc) x
go ctx (TMap sc tof _) (A.Object x) = tof <$> traverse (go ("[]" : ctx) sc) x
go _tx (TEmpty a) _ = pure a
go ctx (RecordSchema rec) o@A.Object{} = do
let alts = decodeAlternatives o
asum $ concatMap
(\(A.Object fields, _encodedPath) ->
getCompose $ runAlt (Compose . (: []) . f fields) (getRecordFields rec)
)
alts
where
f :: A.Object -> RecordField from a -> Except [(Trace, DecodeError)] a
f fields (RequiredAp n sc) = case Map.lookup n fields of
Just v -> go (n : ctx) sc v
Nothing -> case sc of
TArray _ tof' _ -> pure $ tof' []
_ -> failWith ctx (MissingRecordField n)
f fields OptionalAp {..} = case Map.lookup fieldName fields of
Just v -> go (fieldName : ctx) fieldTypedSchema v
Nothing -> pure fieldDefValue
-- The TAllOf case is probably wrong. I suspect TAllOf should decode very much like TOneOf
go ctx (TAllOf scc) v = asum $ map
(\(v', i) -> go
(pack (show i) : ctx)
(fromMaybe (error "TAllOf") $ selectPath i (NE.toList scc))
v'
)
(decodeAlternatives v)
go ctx (TOneOf scc ) x = asum [ go ctx sc x | sc <- NE.toList scc ]
go ctx (TPrim n tof _) x = case tof x of
A.Error e -> failWith ctx (PrimError n (pack e))
A.Success a -> pure a
go ctx (TTry _ sc _try) x = go ctx sc x
go ctx s x = failWith ctx (ValueMismatch (extractSchema s) x)
decodeFromWith :: TypedSchema a -> Schema -> Maybe (Value -> Either [(Trace, DecodeError)] a)
decodeFromWith sc source = case isSubtypeOf (extractValidators sc) source (extractSchema sc) of
Right cast -> Just $ decodeWith sc . cast
_ -> Nothing
-- ----------------------------------------------
-- Utils
runAlt_ :: (Alternative g, Monoid m) => (forall a. f a -> g m) -> Alt f b -> g m
runAlt_ f = fmap getConst . getCompose . runAlt (Compose . fmap Const . f)
(<.>) :: Functor f => (b -> c) -> (a -> f b) -> a -> f c
f <.> g = fmap f . g
infixr 9 <.>