bloodhound-1.0.0.0: tests/TestsUtils/Common.hs
{-# LANGUAGE OverloadedStrings #-}
{-# LANGUAGE QuasiQuotes #-}
{-# LANGUAGE TemplateHaskell #-}
module TestsUtils.Common where
import Control.Exception (SomeException, try)
import Data.Char (toLower)
import Data.List (stripPrefix)
import Data.List qualified as L
import Data.Map qualified as M
import Data.Text qualified as T
import Data.Versions qualified as Versions
import Database.Bloodhound.Client.Cluster (BackendType (..))
import Lens.Micro (toListOf)
import Network.HTTP.Types.Method qualified as NHTM
import Network.HTTP.Types.Status qualified as NHTS
import System.Environment (lookupEnv)
import TestsUtils.Import
testServer :: IO Server
testServer = do
env <- lookupEnv "ES_TEST_SERVER"
return $ maybe (Server "http://localhost:9200") (Server . T.pack) env
testIndex :: IndexName
testIndex = [qqIndexName|bloodhound-tests-twitter-1|]
withTestEnv :: BH IO a -> IO a
withTestEnv action = testServer >>= withBH defaultManagerSettings <*> pure action
data Location = Location
{ lat :: Double,
lon :: Double
}
deriving stock (Eq, Show)
data Tweet = Tweet
{ user :: Text,
postDate :: UTCTime,
message :: Text,
age :: Int,
location :: Location,
extra :: Maybe Text
}
deriving stock (Eq, Show)
$(deriveJSON defaultOptions ''Location)
$(deriveJSON defaultOptions ''Tweet)
data ConversationMapping = ConversationMapping deriving stock (Eq, Show)
instance ToJSON ConversationMapping where
toJSON ConversationMapping =
object
[ "properties"
.= object
[ "reply_join"
.= object
[ "type" .= ("join" :: Text),
"relations" .= object ["message" .= ("reply" :: Text)]
],
"user"
.= object
[ "type" .= ("text" :: Text),
"fielddata" .= True
],
-- Serializing the date as a date is breaking other tests, mysteriously.
-- , "postDate" .= object [ "type" .= ("date" :: Text)
-- , "format" .= ("YYYY-MM-dd`T`HH:mm:ss.SSSZZ" :: Text)]
"message" .= object ["type" .= ("text" :: Text)],
"age" .= object ["type" .= ("integer" :: Text)],
"location" .= object ["type" .= ("geo_point" :: Text)],
"extra" .= object ["type" .= ("keyword" :: Text)]
]
]
getServerVersion :: IO Versions.Version
getServerVersion = extractVersion <$> withTestEnv (performBHRequest getStatus)
where
extractVersion = versionNumber . number . version
createExampleIndex :: (MonadBH m) => m (BHResponse StatusDependant Acknowledged, Acknowledged)
createExampleIndex = do
result <- tryPerformBHRequest (keepBHResponse $ createIndex (IndexSettings (ShardCount 1) (ReplicaCount 0) defaultIndexMappingsLimits) testIndex)
case result of
Left e
| T.isSuffixOf "already exists" (errorMessage e) -> return (error "TODO rewrite this part too", Acknowledged False)
| otherwise -> throwEsError e
Right ack -> return ack
deleteExampleIndex :: (MonadBH m) => m (BHResponse StatusDependant Acknowledged, Acknowledged)
deleteExampleIndex = do
result <- tryPerformBHRequest (keepBHResponse $ deleteIndex testIndex)
case result of
Left e
| errorStatus e == Just 404 -> return (error "deleteExampleIndex: 404 has no response body", Acknowledged False)
| otherwise -> throwEsError e
Right ack -> return ack
validateStatus :: (Show body) => BHResponse contextualized body -> Int -> Expectation
validateStatus resp expected =
if actual == expected
then return ()
else expectationFailure ("Expected " <> show expected <> " but got " <> show actual <> ": " <> show body)
where
actual = NHTS.statusCode (responseStatus $ getResponse resp)
body = responseBody $ getResponse resp
data TweetMapping = TweetMapping deriving stock (Eq, Show)
instance ToJSON TweetMapping where
toJSON TweetMapping =
object
[ "properties"
.= object
[ "user"
.= object
[ "type" .= ("text" :: Text),
"fielddata" .= True
],
-- Serializing the date as a date is breaking other tests, mysteriously.
-- , "postDate" .= object [ "type" .= ("date" :: Text)
-- , "format" .= ("YYYY-MM-dd`T`HH:mm:ss.SSSZZ" :: Text)]
"message" .= object ["type" .= ("text" :: Text)],
"age" .= object ["type" .= ("integer" :: Text)],
"location" .= object ["type" .= ("geo_point" :: Text)],
"extra" .= object ["type" .= ("keyword" :: Text)]
]
]
exampleTweet :: Tweet
exampleTweet =
Tweet
{ user = "bitemyapp",
postDate =
UTCTime
(ModifiedJulianDay 55000)
(secondsToDiffTime 10),
message = "Use haskell!",
age = 10000,
location = Location 40.12 (-71.34),
extra = Nothing
}
tweetWithExtra :: Tweet
tweetWithExtra =
Tweet
{ user = "bitemyapp",
postDate =
UTCTime
(ModifiedJulianDay 55000)
(secondsToDiffTime 10),
message = "Use haskell!",
age = 10000,
location = Location 40.12 (-71.34),
extra = Just "blah blah"
}
exampleTweetWithAge :: Int -> Tweet
exampleTweetWithAge age' =
Tweet
{ user = "bitemyapp",
postDate =
UTCTime
(ModifiedJulianDay 55000)
(secondsToDiffTime 10),
message = "Use haskell!",
age = age',
location = Location 40.12 (-71.34),
extra = Nothing
}
newAge :: Int
newAge = 31337
newUser :: Text
newUser = "someotherapp"
tweetPatch :: Value
tweetPatch =
object
[ "age" .= newAge,
"user" .= newUser
]
patchedTweet :: Tweet
patchedTweet = exampleTweet {age = newAge, user = newUser}
otherTweet :: Tweet
otherTweet =
Tweet
{ user = "notmyapp",
postDate =
UTCTime
(ModifiedJulianDay 55000)
(secondsToDiffTime 11),
message = "Use haskell!",
age = 1000,
location = Location 40.12 (-71.34),
extra = Nothing
}
resetIndex :: BH IO ()
resetIndex = do
_ <- tryEsError deleteExampleIndex
_ <- createExampleIndex
_ <- performBHRequest $ putMapping @Value testIndex TweetMapping
return ()
insertData :: BH IO (BHResponse StatusDependant IndexedDocument, IndexedDocument)
insertData = do
_ <- tryEsError resetIndex
insertData' defaultIndexDocumentSettings
insertData' :: IndexDocumentSettings -> BH IO (BHResponse StatusDependant IndexedDocument, IndexedDocument)
insertData' ids = do
r <- performBHRequest $ keepBHResponse $ indexDocument testIndex ids exampleTweet (DocId "1")
_ <- performBHRequest $ refreshIndex testIndex
return r
-- | Returns the `BHResponse` of `indexDocument` without any parsing
insertData'' :: IndexDocumentSettings -> BH IO (BHResponse StatusDependant IndexedDocument)
insertData'' ids = do
r <- dispatch $ indexDocument testIndex ids exampleTweet (DocId "1")
_ <- performBHRequest $ refreshIndex testIndex
return r
insertTweetWithDocId :: Tweet -> Text -> BH IO IndexedDocument
insertTweetWithDocId tweet docId = do
let ids = defaultIndexDocumentSettings
r <- performBHRequest $ indexDocument testIndex ids tweet (DocId docId)
_ <- performBHRequest $ refreshIndex testIndex
return r
updateData :: BH IO IndexedDocument
updateData = do
r <- performBHRequest $ updateDocument testIndex defaultIndexDocumentSettings tweetPatch (DocId "1")
_ <- performBHRequest $ refreshIndex testIndex
return r
insertOther :: BH IO ()
insertOther = do
_ <- performBHRequest $ indexDocument testIndex defaultIndexDocumentSettings otherTweet (DocId "2")
_ <- performBHRequest $ refreshIndex testIndex
return ()
insertExtra :: BH IO ()
insertExtra = do
_ <- performBHRequest $ indexDocument testIndex defaultIndexDocumentSettings tweetWithExtra (DocId "4")
_ <- performBHRequest $ refreshIndex testIndex
return ()
insertWithSpaceInId :: BH IO ()
insertWithSpaceInId = do
_ <- performBHRequest $ indexDocument testIndex defaultIndexDocumentSettings exampleTweet (DocId "Hello World")
_ <- performBHRequest $ refreshIndex testIndex
return ()
searchTweet :: Search -> BH IO (Either EsError Tweet)
searchTweet search = (>>= grabFirst) <$> searchTweets search
searchTweets :: Search -> BH IO (Either EsError (SearchResult Tweet))
searchTweets search = tryPerformBHRequest $ searchByIndex testIndex search
searchExpectNoResults :: Search -> BH IO ()
searchExpectNoResults search = do
result <- searchTweets search
let emptyHits = fmap (hits . searchHits) result
liftIO $
emptyHits `shouldBe` Right []
searchExpectAggs :: Search -> BH IO ()
searchExpectAggs search = do
result <- performBHRequest $ searchByIndex @Tweet testIndex search
let isEmpty x = return (M.null x)
liftIO $
(aggregations result >>= isEmpty) `shouldBe` Just False
searchValidBucketAgg ::
(BucketAggregation a, FromJSON a, Show a) =>
Search ->
Key ->
(Key -> AggregationResults -> Maybe (Bucket a)) ->
BH IO ()
searchValidBucketAgg search aggKey extractor = do
result <- performBHRequest $ searchByIndex @Tweet testIndex search
let bucketDocs = docCount . head . buckets
let count = aggregations result >>= extractor aggKey >>= \x -> return (bucketDocs x)
liftIO $
count `shouldBe` Just 1
searchTermsAggHint :: [ExecutionHint] -> BH IO ()
searchTermsAggHint hints = do
let terms hint = TermsAgg $ (mkTermsAggregation $ FieldName "user.keyword") {termExecutionHint = Just hint}
let search hint = mkAggregateSearch Nothing $ mkAggregations "users" $ terms hint
forM_ hints $ searchExpectAggs . search
-- forM_ hints (\x -> searchValidBucketAgg (search x) "users" toTerms)
searchTweetHighlight ::
Search ->
BH IO (Either EsError (Maybe HitHighlight))
searchTweetHighlight search = do
result <- searchTweets search
let tweetHit :: Either EsError (Maybe (Hit Tweet))
tweetHit = fmap (headMay . hits . searchHits) result
myHighlight :: Either EsError (Maybe HitHighlight)
myHighlight = (join . fmap hitHighlight) <$> tweetHit
return myHighlight
searchExpectSource :: Source -> Either EsError Value -> BH IO ()
searchExpectSource src expected = do
_ <- insertData
let query = QueryMatchQuery $ mkMatchQuery (FieldName "message") (QueryString "haskell")
let search = (mkSearch (Just query) Nothing) {source = Just src}
result <- performBHRequest $ searchByIndex testIndex search
let value_ = grabFirst result
liftIO $
value_ `shouldBe` expected
-- ---------------------------------------------------------------------------
-- - k-NN test fixtures
-- ---------------------------------------------------------------------------
-- | Dedicated index for kNN tests. Keeps the dense_vector mapping out of the
-- shared @testIndex@ so the rest of the suite is unaffected.
knnTestIndex :: IndexName
knnTestIndex = [qqIndexName|bloodhound-tests-knn-1|]
-- | 5-dimensional vector document for kNN tests. The vector is small enough
-- to run on any laptop yet exercises the real @dense_vector@ pipeline.
--
-- The vector is wrapped in 'Maybe' because ES9+ strips @dense_vector@ fields
-- from @_source@ on read by default. We only need the vector at index time;
-- assertions only inspect @label@.
data KnnDoc = KnnDoc
{ knnDocLabel :: Text,
knnDocVector :: Maybe [Double]
}
deriving stock (Eq, Show)
-- | Drop the @knnDoc@ prefix and lowercase the next character so that
-- @knnDocLabel@ serializes as @label@ (not @Label@). Inlined into the
-- splice due to Template Haskell stage restrictions.
$(deriveJSON defaultOptions {fieldLabelModifier = \s -> case stripPrefix "knnDoc" s of { Just (c : rest) -> toLower c : rest; _ -> s }} ''KnnDoc)
-- | Mapping declaring @vector@ as an indexed @dense_vector@ with cosine
-- similarity. Required by ES8+\/ES9+ kNN search.
knnDocMapping :: Value
knnDocMapping =
object
[ "properties"
.= object
[ "label" .= object ["type" .= ("keyword" :: Text)],
"vector"
.= object
[ "type" .= ("dense_vector" :: Text),
"dims" .= (5 :: Int),
"index" .= True
]
]
]
-- | Sample kNN documents: two vectors that point roughly "toward" the query
-- vector @[0.1, 0.2, 0.3, 0.4, 0.5]@.
exampleKnnDocA :: KnnDoc
exampleKnnDocA = KnnDoc "alpha" (Just [0.1, 0.2, 0.3, 0.4, 0.5])
exampleKnnDocB :: KnnDoc
exampleKnnDocB = KnnDoc "beta" (Just [0.9, 0.8, 0.7, 0.6, 0.5])
-- | Reset (delete + recreate + map) the kNN test index.
resetKnnIndex :: BH IO ()
resetKnnIndex = do
_ <- tryEsError deleteKnnExampleIndex
_ <- createKnnExampleIndex
_ <- performBHRequest $ putMapping @Value knnTestIndex knnDocMapping
return ()
deleteKnnExampleIndex :: BH IO (BHResponse StatusDependant Acknowledged, Acknowledged)
deleteKnnExampleIndex =
performBHRequest $ keepBHResponse $ deleteIndex knnTestIndex
createKnnExampleIndex :: BH IO (BHResponse StatusDependant Acknowledged, Acknowledged)
createKnnExampleIndex = do
result <- tryPerformBHRequest (keepBHResponse $ createIndex (IndexSettings (ShardCount 1) (ReplicaCount 0) defaultIndexMappingsLimits) knnTestIndex)
case result of
Left e
| T.isSuffixOf "already exists" (errorMessage e) -> return (error "TODO rewrite this part too", Acknowledged False)
| otherwise -> throwEsError e
Right ack -> return ack
-- | Seed the kNN index with two known documents.
insertKnnData :: BH IO ()
insertKnnData = do
_ <- tryEsError resetKnnIndex
_ <- performBHRequest $ indexDocument knnTestIndex defaultIndexDocumentSettings exampleKnnDocA (DocId "a")
_ <- performBHRequest $ indexDocument knnTestIndex defaultIndexDocumentSettings exampleKnnDocB (DocId "b")
_ <- performBHRequest $ refreshIndex knnTestIndex
return ()
-- ---------------------------------------------------------------------------
-- - OpenSearch k-NN test fixtures
-- ---------------------------------------------------------------------------
-- | Dedicated index for OpenSearch kNN tests. OS uses a different field type
-- (@knn_vector@ vs ES's @dense_vector@) and requires @index.knn: true@.
osKnnTestIndex :: IndexName
osKnnTestIndex = [qqIndexName|bloodhound-tests-os-knn-1|]
-- | Mapping declaring @vector@ as an OpenSearch @knn_vector@. The
-- @index.knn: true@ setting is applied via 'osKnnIndexSettings'.
osKnnDocMapping :: Value
osKnnDocMapping =
object
[ "properties"
.= object
[ "label" .= object ["type" .= ("keyword" :: Text)],
"vector"
.= object
[ "type" .= ("knn_vector" :: Text),
"dimension" .= (5 :: Int)
]
]
]
-- | OpenSearch-specific index settings that enable the kNN plugin.
osKnnIndexSettings :: Value
osKnnIndexSettings =
object
[ "settings"
.= object ["index.knn" .= True],
"mappings" .= osKnnDocMapping
]
-- | Reset the OpenSearch kNN test index. Uses a raw JSON body because the
-- common 'IndexSettings' type does not model @index.knn@.
resetOsKnnIndex :: BH IO ()
resetOsKnnIndex = do
_ <- tryEsError deleteOsKnnExampleIndex
_ <- createOsKnnExampleIndex
return ()
deleteOsKnnExampleIndex :: BH IO (BHResponse StatusDependant Acknowledged, Acknowledged)
deleteOsKnnExampleIndex =
performBHRequest $ keepBHResponse $ deleteIndex osKnnTestIndex
createOsKnnExampleIndex :: BH IO (BHResponse StatusDependant Value, Value)
createOsKnnExampleIndex = do
result <-
tryPerformBHRequest $
keepBHResponse $
mkFullRequest @StatusDependant @Value NHTM.methodPut (mkEndpoint [unIndexName osKnnTestIndex]) (encode osKnnIndexSettings)
case result of
Left e
| T.isSuffixOf "already exists" (errorMessage e) -> return (error "TODO rewrite this part too", object ["acknowledged" .= True])
| otherwise -> throwEsError e
Right ack -> return ack
-- | Seed the OS kNN index with two known documents.
insertOsKnnData :: BH IO ()
insertOsKnnData = do
_ <- tryEsError resetOsKnnIndex
_ <- performBHRequest $ indexDocument osKnnTestIndex defaultIndexDocumentSettings exampleKnnDocA (DocId "a")
_ <- performBHRequest $ indexDocument osKnnTestIndex defaultIndexDocumentSettings exampleKnnDocB (DocId "b")
_ <- performBHRequest $ refreshIndex osKnnTestIndex
return ()
-- ---------------------------------------------------------------------------
-- - OpenSearch neural-sparse test fixtures
-- ---------------------------------------------------------------------------
-- | Dedicated index for OpenSearch neural-sparse warmup/cache tests. OS 3.x
-- requires @index.sparse: true@ for the neural warmup and clear-cache
-- endpoints to accept an index.
osNeuralSparseTestIndex :: IndexName
osNeuralSparseTestIndex = [qqIndexName|bloodhound-tests-os-neural-sparse-1|]
-- | Mapping declaring @sparse_embedding@ as an OpenSearch @sparse_vector@
-- field. OS 3.x requires a @method@ parameter on @sparse_vector@ fields.
osNeuralSparseDocMapping :: Value
osNeuralSparseDocMapping =
object
[ "properties"
.= object
[ "sparse_embedding"
.= object
[ "type" .= ("sparse_vector" :: Text),
"method" .= object ["name" .= ("seismic" :: Text)]
]
]
]
-- | OpenSearch-specific index settings that enable neural sparse search.
-- The @index.sparse@ setting is required for the warmup and clear-cache
-- endpoints (live-verified on OS 3.7.0, bead bloodhound-at5).
osNeuralSparseIndexSettings :: Value
osNeuralSparseIndexSettings =
object
[ "settings"
.= object ["index" .= object ["sparse" .= True]],
"mappings" .= osNeuralSparseDocMapping
]
-- | Reset the OpenSearch neural-sparse test index. Uses a raw JSON body
-- because the common 'IndexSettings' type does not model @index.sparse@.
resetOsNeuralSparseIndex :: BH IO ()
resetOsNeuralSparseIndex = do
_ <- tryEsError deleteOsNeuralSparseExampleIndex
_ <- createOsNeuralSparseExampleIndex
return ()
deleteOsNeuralSparseExampleIndex :: BH IO (BHResponse StatusDependant Acknowledged, Acknowledged)
deleteOsNeuralSparseExampleIndex =
performBHRequest $ keepBHResponse $ deleteIndex osNeuralSparseTestIndex
createOsNeuralSparseExampleIndex :: BH IO (BHResponse StatusDependant Value, Value)
createOsNeuralSparseExampleIndex = do
result <-
tryPerformBHRequest $
keepBHResponse $
mkFullRequest @StatusDependant @Value NHTM.methodPut (mkEndpoint [unIndexName osNeuralSparseTestIndex]) (encode osNeuralSparseIndexSettings)
case result of
Left e
| T.isSuffixOf "already exists" (errorMessage e) -> return (error "TODO rewrite this part too", object ["acknowledged" .= True])
| otherwise -> throwEsError e
Right ack -> return ack
is :: Versions.Version -> IO Bool
is v = getServerVersion >>= \x -> return $ x == v
esOnlyIT :: (HasCallStack, Example a) => IO (String -> a -> SpecWith (Arg a))
esOnlyIT = withMajorVersionIT (>= 6)
es9OnlyIT :: (HasCallStack, Example a) => IO (String -> a -> SpecWith (Arg a))
es9OnlyIT = withMajorVersionIT (== 9)
os1OnlyIT :: (HasCallStack, Example a) => IO (String -> a -> SpecWith (Arg a))
os1OnlyIT = withMajorVersionIT (== 1)
os2OnlyIT :: (HasCallStack, Example a) => IO (String -> a -> SpecWith (Arg a))
os2OnlyIT = withMajorVersionIT (== 2)
os3OnlyIT :: (HasCallStack, Example a) => IO (String -> a -> SpecWith (Arg a))
os3OnlyIT = withMajorVersionIT (== 3)
withMajorVersionIT :: (HasCallStack, Example a) => (Word -> Bool) -> IO (String -> a -> SpecWith (Arg a))
withMajorVersionIT p = do
majoreVersion <- fetchMajorVersion
return $
if p majoreVersion
then it
else xit
fetchMajorVersion :: IO Word
fetchMajorVersion =
withTestEnv $ do
x <- performBHRequest $ getNodesInfo LocalNode
let majoreVersion = versionNumber $ nodeInfoESVersion $ head $ nodesInfo x
return $ head $ toListOf Versions.major majoreVersion
-- | Detect backend type from the running server
-- | Returns Nothing if server is unreachable or unknown
detectBackendType :: IO (Maybe BackendType)
detectBackendType = do
result <- Control.Exception.try (withTestEnv $ performBHRequest $ getNodesInfo LocalNode) :: IO (Either Control.Exception.SomeException NodesInfo)
case result of
Left _ -> pure Nothing
Right nodesResponse -> do
let versionNum = versionNumber $ nodeInfoESVersion $ head $ nodesInfo nodesResponse
let major = head $ toListOf Versions.major versionNum
return $ case major of
7 -> Just ElasticSearch7
8 -> Just ElasticSearch8
9 -> Just ElasticSearch9
1 -> Just OpenSearch1
2 -> Just OpenSearch2
3 -> Just OpenSearch3
_ -> Nothing
-- | Run spec only if current backend matches one of the supported backends.
-- | If not, all tests are marked pending with an informative message.
backendSpecific :: (HasCallStack) => [BackendType] -> SpecWith a -> SpecWith a
backendSpecific supported spec = do
detected <- runIO detectBackendType
case detected of
Just backend
| backend `elem` supported ->
spec
Just other ->
before_ (pendingWith $ "Requires " <> formatBackends supported <> " but running on " <> show other) spec
Nothing ->
before_ (pendingWith "Could not detect backend (server unreachable?)") spec
where
formatBackends = L.intercalate ", " . map show