graphql-engine/server/src-lib/Hasura/GraphQL/Execute/RemoteJoin/Join.hs

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server: support remote relationships on SQL Server and BigQuery (#1497) Remote relationships are now supported on SQL Server and BigQuery. The major change though is the re-architecture of remote join execution logic. Prior to this PR, each backend is responsible for processing the remote relationships that are part of their AST. This is not ideal as there is nothing specific about a remote join's execution that ties it to a backend. The only backend specific part is whether or not the specification of the remote relationship is valid (i.e, we'll need to validate whether the scalars are compatible). The approach now changes to this: 1. Before delegating the AST to the backend, we traverse the AST, collect all the remote joins while modifying the AST to add necessary join fields where needed. 1. Once the remote joins are collected from the AST, the database call is made to fetch the response. The necessary data for the remote join(s) is collected from the database's response and one or more remote schema calls are constructed as necessary. 1. The remote schema calls are then executed and the data from the database and from the remote schemas is joined to produce the final response. ### Known issues 1. Ideally the traversal of the IR to collect remote joins should return an AST which does not include remote join fields. This operation can be type safe but isn't taken up as part of the PR. 1. There is a lot of code duplication between `Transport/HTTP.hs` and `Transport/Websocket.hs` which needs to be fixed ASAP. This too hasn't been taken up by this PR. 1. The type which represents the execution plan is only modified to handle our current remote joins and as such it will have to be changed to accommodate general remote joins. 1. Use of lenses would have reduced the boilerplate code to collect remote joins from the base AST. 1. The current remote join logic assumes that the join columns of a remote relationship appear with their names in the database response. This however is incorrect as they could be aliased. This can be taken up by anyone, I've left a comment in the code. ### Notes to the reviewers I think it is best reviewed commit by commit. 1. The first one is very straight forward. 1. The second one refactors the remote join execution logic but other than moving things around, it doesn't change the user facing functionality. This moves Postgres specific parts to `Backends/Postgres` module from `Execute`. Some IR related code to `Hasura.RQL.IR` module. Simplifies various type class function signatures as a backend doesn't have to handle remote joins anymore 1. The third one fixes partial case matches that for some weird reason weren't shown as warnings before this refactor 1. The fourth one generalizes the validation logic of remote relationships and implements `scalarTypeGraphQLName` function on SQL Server and BigQuery which is used by the validation logic. This enables remote relationships on BigQuery and SQL Server. https://github.com/hasura/graphql-engine-mono/pull/1497 GitOrigin-RevId: 77dd8eed326602b16e9a8496f52f46d22b795598
2021-06-11 06:26:50 +03:00
module Hasura.GraphQL.Execute.RemoteJoin.Join
( processRemoteJoins,
)
where
import Data.Aeson qualified as J
import Data.Aeson.Ordered qualified as JO
import Data.Environment qualified as Env
import Data.HashMap.Strict qualified as Map
import Data.HashMap.Strict.Extended qualified as Map
import Data.HashMap.Strict.InsOrd qualified as OMap
import Data.HashSet qualified as HS
import Data.IntMap.Strict qualified as IntMap
import Data.List.NonEmpty qualified as NE
import Data.Scientific qualified as Scientific
import Data.Text qualified as T
import Data.Text.Read qualified as TR
import Data.Tuple (swap)
import Hasura.Base.Error
import Hasura.EncJSON
import Hasura.GraphQL.Execute.Backend qualified as EB
import Hasura.GraphQL.Execute.Instances ()
import Hasura.GraphQL.Execute.RemoteJoin.RemoteSchema qualified as RS
import Hasura.GraphQL.Execute.RemoteJoin.Types
import Hasura.GraphQL.Logging (MonadQueryLog)
import Hasura.GraphQL.Namespace
import Hasura.GraphQL.Transport.Backend qualified as TB
import Hasura.GraphQL.Transport.HTTP.Protocol (GQLReqUnparsed)
import Hasura.GraphQL.Transport.Instances ()
import Hasura.Logging qualified as L
import Hasura.Prelude
import Hasura.RQL.Types
import Hasura.SQL.AnyBackend qualified as AB
import Hasura.Server.Types (RequestId)
import Hasura.Session
import Hasura.Tracing qualified as Tracing
import Language.GraphQL.Draft.Syntax qualified as G
import Network.HTTP.Client qualified as HTTP
import Network.HTTP.Types qualified as N
forRemoteJoins ::
(Applicative f) =>
Maybe RemoteJoins ->
a ->
(RemoteJoins -> f a) ->
f a
forRemoteJoins remoteJoins onNoJoins f =
maybe (pure onNoJoins) f remoteJoins
processRemoteJoins ::
( MonadError QErr m,
MonadIO m,
EB.MonadQueryTags m,
MonadQueryLog m,
Tracing.MonadTrace m
) =>
RequestId ->
L.Logger L.Hasura ->
Env.Environment ->
HTTP.Manager ->
[N.Header] ->
UserInfo ->
EncJSON ->
Maybe RemoteJoins ->
GQLReqUnparsed ->
m EncJSON
processRemoteJoins requestId logger env manager reqHdrs userInfo lhs joinTree gqlreq = do
forRemoteJoins joinTree lhs $ \remoteJoins -> do
lhsParsed <- onLeft (JO.eitherDecode $ encJToLBS lhs) (throw500 . T.pack)
encJFromOrderedValue . runIdentity
<$> processRemoteJoins_
requestId
logger
env
manager
reqHdrs
userInfo
(Identity lhsParsed)
remoteJoins
gqlreq
processRemoteJoins_ ::
( MonadError QErr m,
MonadIO m,
EB.MonadQueryTags m,
MonadQueryLog m,
Tracing.MonadTrace m,
Traversable f
) =>
RequestId ->
L.Logger L.Hasura ->
Env.Environment ->
HTTP.Manager ->
[N.Header] ->
UserInfo ->
f JO.Value ->
RemoteJoins ->
GQLReqUnparsed ->
m (f JO.Value)
processRemoteJoins_ requestId logger env manager reqHdrs userInfo lhs joinTree gqlreq = do
(compositeValue, joins) <- collectJoinArguments (assignJoinIds joinTree) lhs
joinIndices <- fmap (IntMap.mapMaybe id) $
for joins $ \JoinArguments {..} -> do
let joinArguments = IntMap.fromList $ map swap $ Map.toList _jalArguments
case _jalJoin of
RemoteJoinRemoteSchema remoteSchemaJoin -> do
-- construct a remote call for
remoteCall <- RS.buildRemoteSchemaCall userInfo remoteSchemaJoin joinArguments
-- A remote call could be Nothing if there are no join arguments
for remoteCall $ \rsc@(RS.RemoteSchemaCall _ _ _ responsePaths) -> do
remoteResponse <-
RS.getRemoteSchemaResponse env manager reqHdrs userInfo rsc
-- extract the join values from the remote's response
RS.buildJoinIndex remoteResponse responsePaths
RemoteJoinSource sourceJoin childJoinTree -> AB.dispatchAnyBackend @TB.BackendTransport sourceJoin \(RemoteSourceJoin {..} :: RemoteSourceJoin b) -> do
let rows = flip map (IntMap.toList joinArguments) $ \(argumentId, argument) ->
Map.insert "__argument_id__" (J.toJSON argumentId) $
Map.fromList $
map (getFieldNameTxt *** JO.fromOrdered) $
Map.toList $ unJoinArgument argument
rowSchema = fmap (\(_, rhsType, rhsColumn) -> (rhsColumn, rhsType)) _rsjJoinColumns
for (NE.nonEmpty rows) $ \nonEmptyRows -> do
stepInfo <-
EB.mkDBRemoteRelationshipPlan
userInfo
_rsjSource
_rsjSourceConfig
nonEmptyRows
rowSchema
(FieldName "__argument_id__")
(FieldName "f", _rsjRelationship)
let fieldNameText = getFieldNameTxt _jalFieldName
-- This should never fail, as field names in remote relationships
-- are validated when building the schema cache.
fieldName <-
G.mkName fieldNameText
`onNothing` throw500 ("'" <> fieldNameText <> "' is not a valid GraphQL name")
(_, sourceResponse) <-
TB.runDBQuery @b
requestId
gqlreq
-- NOTE: We're making an assumption that the 'FieldName' propagated
-- upwards from 'collectJoinArguments' is reasonable to use for
-- logging.
(mkUnNamespacedRootFieldAlias fieldName)
userInfo
logger
_rsjSourceConfig
(EB.dbsiAction stepInfo)
(EB.dbsiPreparedQuery stepInfo)
preRemoteJoinResults <- buildSourceDataJoinIndex sourceResponse
forRemoteJoins childJoinTree preRemoteJoinResults $ \childRemoteJoins -> do
results <-
processRemoteJoins_
requestId
logger
env
manager
reqHdrs
userInfo
(IntMap.elems preRemoteJoinResults)
childRemoteJoins
gqlreq
pure $ IntMap.fromAscList $ zip (IntMap.keys preRemoteJoinResults) results
joinResults joinIndices compositeValue
-- | Attempt to construct a 'JoinIndex' from some 'EncJSON' source response.
buildSourceDataJoinIndex :: (MonadError QErr m) => EncJSON -> m JoinIndex
buildSourceDataJoinIndex response = do
json <-
JO.eitherDecode (encJToLBS response) `onLeft` \err ->
throwInvalidJsonErr $ T.pack err
case json of
JO.Array arr -> fmap IntMap.fromList $ for (toList arr) \case
JO.Object obj -> do
argumentResult <-
JO.lookup "f" obj
`onNothing` throwMissingRelationshipDataErr
argumentIdValue <-
JO.lookup "__argument_id__" obj
`onNothing` throwMissingArgumentIdErr
(argumentId :: Int) <-
case argumentIdValue of
JO.Number n ->
Scientific.toBoundedInteger n
`onNothing` throwInvalidArgumentIdValueErr
JO.String s ->
intFromText s
`onNothing` throwInvalidArgumentIdValueErr
_ -> throwInvalidArgumentIdValueErr
pure (argumentId, argumentResult)
_ -> throwNoNestedObjectErr
_ -> throwNoListOfObjectsErr
where
intFromText txt = case TR.decimal txt of
Right (i, "") -> pure i
_ -> Nothing
throwInvalidJsonErr errMsg =
throw500 $
"failed to decode JSON response from the source: " <> errMsg
throwMissingRelationshipDataErr =
throw500 $
"cannot find relationship data (aliased as 'f') within the source \
\response"
throwMissingArgumentIdErr =
throw500 $
"cannot find '__argument_id__' within the source response"
throwInvalidArgumentIdValueErr =
throw500 $ "expected 'argument_id' to get parsed as backend integer type"
throwNoNestedObjectErr =
throw500 $
"expected an object one level deep in the remote schema's response, \
\but found an array/scalar value instead"
throwNoListOfObjectsErr =
throw500 $
"expected a list of objects in the remote schema's response, but found \
\an object/scalar value instead"
type CompositeObject a = OMap.InsOrdHashMap Text (CompositeValue a)
-- | A hybrid JSON value representation which captures the context of remote join field in type parameter.
data CompositeValue a
= CVOrdValue !JO.Value
| CVObject !(CompositeObject a)
| CVObjectArray ![CompositeValue a]
| CVFromRemote !a
deriving (Show, Eq, Functor, Foldable, Traversable)
compositeValueToJSON :: CompositeValue JO.Value -> JO.Value
compositeValueToJSON = \case
CVOrdValue v -> v
CVObject obj -> JO.object $ OMap.toList $ OMap.map compositeValueToJSON obj
CVObjectArray vals -> JO.array $ map compositeValueToJSON vals
CVFromRemote v -> v
-- | A token used to uniquely identify the results within a join call that are
-- associated with a particular argument.
data ReplacementToken = ReplacementToken
{ -- | Unique identifier for a remote join call.
_rtCallId :: !JoinCallId,
-- | Unique identifier for an argument to some remote join.
_rtArgumentId :: !JoinArgumentId
}
joinResults ::
forall f m.
(MonadError QErr m, Traversable f) =>
IntMap.IntMap (IntMap.IntMap JO.Value) ->
f (CompositeValue ReplacementToken) ->
m (f JO.Value)
joinResults remoteResults compositeValues = do
traverse (fmap compositeValueToJSON . traverse replaceToken) compositeValues
where
replaceToken :: ReplacementToken -> m JO.Value
replaceToken (ReplacementToken joinCallId argumentId) = do
joinCallResults <-
onNothing (IntMap.lookup joinCallId remoteResults) $
throw500 $
"couldn't find results for the join with id: "
<> tshow joinCallId
onNothing (IntMap.lookup argumentId joinCallResults) $
throw500 $
"couldn't find a value for argument id in the join results: "
<> tshow (argumentId, joinCallId)
-- | When traversing a responses's json, wherever the join columns of a remote
-- join are expected, we want to collect these arguments.
--
-- However looking up by a remote join's definition to collect these arguments
-- does not work because we don't have an 'Ord' or a 'Hashable' instance (it
-- would be a bit of work).
--
-- So this assigned each remote join a unique integer ID by using just the 'Eq'
-- instance. This ID then can be used for the collection of arguments (which
-- should also be faster).
assignJoinIds :: JoinTree RemoteJoin -> JoinTree (JoinCallId, RemoteJoin)
assignJoinIds joinTree =
evalState (traverse assignId joinTree) (0, [])
where
assignId ::
RemoteJoin ->
State (JoinCallId, [(JoinCallId, RemoteJoin)]) (JoinCallId, RemoteJoin)
assignId remoteJoin = do
(joinCallId, joinIds) <- get
let mJoinId = joinIds & find \(_, j) -> j == remoteJoin
mJoinId `onNothing` do
put (joinCallId + 1, (joinCallId, remoteJoin) : joinIds)
pure (joinCallId, remoteJoin)
collectJoinArguments ::
forall f m.
(MonadError QErr m, Traversable f) =>
JoinTree (JoinCallId, RemoteJoin) ->
f JO.Value ->
m (f (CompositeValue ReplacementToken), IntMap.IntMap JoinArguments)
collectJoinArguments joinTree lhs = do
result <- flip runStateT (0, mempty) $ traverse (traverseValue joinTree) lhs
-- Discard the 'JoinArgumentId' from the intermediate state transformation.
pure $ second snd result
where
getReplacementToken ::
IntMap.Key ->
RemoteJoin ->
JoinArgument ->
FieldName ->
StateT
(JoinArgumentId, IntMap.IntMap JoinArguments)
m
ReplacementToken
getReplacementToken joinId remoteJoin argument fieldName = do
(counter, joins) <- get
case IntMap.lookup joinId joins of
-- XXX: We're making an explicit decision to ignore the existing
-- 'fieldName' and replace it with the argument provided to this
-- function.
--
-- This needs to be tested so we can verify that the result of this
-- function call is reasonable.
Just (JoinArguments _remoteJoin arguments _fieldName) ->
case Map.lookup argument arguments of
Just argumentId -> pure $ ReplacementToken joinId argumentId
Nothing -> addNewArgument counter joins arguments
Nothing -> addNewArgument counter joins mempty
where
addNewArgument counter joins arguments = do
let argumentId = counter
newArguments =
JoinArguments
remoteJoin
(Map.insert argument argumentId arguments)
fieldName
put (counter + 1, IntMap.insert joinId newArguments joins)
pure $ ReplacementToken joinId argumentId
traverseValue ::
JoinTree (IntMap.Key, RemoteJoin) ->
JO.Value ->
StateT
(JoinArgumentId, IntMap.IntMap JoinArguments)
m
(CompositeValue ReplacementToken)
traverseValue joinTree_ = \case
-- 'JO.Null' is a special case of scalar value here, which indicates that
-- the previous step did not return enough data for us to continue
-- traversing down this path.
--
-- This can occur in the following cases:
-- * Permission errors; when the user joins on a value they are not
-- allowed to access
-- * Queries with remote sources that resolve to null, for example:
-- {
-- q {
-- user_by_pk() {
-- id
-- name
-- r {
-- }
-- address {
-- r_geo {
-- }
-- }
-- }
-- }
-- }
JO.Null -> pure $ CVOrdValue JO.Null
JO.Object object -> CVObject <$> traverseObject joinTree_ object
JO.Array array -> CVObjectArray <$> mapM (traverseValue joinTree_) (toList array)
_ -> throw500 "found a scalar value when traversing with a non-empty join tree"
traverseObject ::
JoinTree (IntMap.Key, RemoteJoin) ->
JO.Object ->
StateT
(JoinArgumentId, IntMap.IntMap JoinArguments)
m
(InsOrdHashMap Text (CompositeValue ReplacementToken))
traverseObject joinTree_ object = do
let phantomFields =
HS.fromList $
map getFieldNameTxt $
concatMap (getPhantomFields . snd) $ toList joinTree_
joinTreeNodes =
Map.mapKeys getFieldNameTxt $
Map.fromList $
NE.toList $ unJoinTree joinTree_
-- during this traversal we assume that the remote join column has some
-- placeholder value in the response. If this weren't present it would
-- involve a lot more book-keeping to preserve the order of the original
-- selection set in the response
compositeObject <- for (JO.toList object) $ \(fieldName, value_) ->
(fieldName,) <$> case Map.lookup fieldName joinTreeNodes of
Just (Leaf (joinId, remoteJoin)) -> do
joinArgument <- forM (getJoinColumnMapping remoteJoin) $ \alias -> do
let aliasTxt = getFieldNameTxt $ getAliasFieldName alias
onNothing (JO.lookup aliasTxt object) $
throw500 $ "a join column is missing from the response: " <> aliasTxt
if Map.null (Map.filter (== JO.Null) joinArgument)
then
Just . CVFromRemote
<$> getReplacementToken joinId remoteJoin (JoinArgument joinArgument) (FieldName fieldName)
else -- we do not join with the remote field if any of the leaves of
-- the join argument are null
pure $ Just $ CVOrdValue JO.Null
Just (Tree joinSubTree) ->
Just <$> traverseValue joinSubTree value_
Nothing ->
if HS.member fieldName phantomFields
then pure Nothing
else pure $ Just $ CVOrdValue value_
pure . OMap.fromList $
-- filter out the Nothings
mapMaybe sequenceA compositeObject