dynamodb-simple-0.1.0.0: src/Database/DynamoDB/QueryRequest.hs
{-# LANGUAGE DataKinds #-}
{-# LANGUAGE GADTs #-}
{-# LANGUAGE OverloadedStrings #-}
{-# LANGUAGE ScopedTypeVariables #-}
{-# LANGUAGE TemplateHaskell #-}
{-# LANGUAGE TypeOperators #-}
{-# LANGUAGE TypeFamilies #-}
{-# LANGUAGE ViewPatterns #-}
{-# LANGUAGE MultiWayIf #-}
{-# LANGUAGE FlexibleContexts #-}
{-# LANGUAGE RankNTypes #-}
module Database.DynamoDB.QueryRequest (
-- * Query
query
, querySimple
, queryCond
, querySource
-- * Scan
, scan
, scanCond
, scanSource
-- * Query options
, QueryOpts
, queryOpts
, qConsistentRead, qStartKey, qDirection, qFilterCondition, qHashKey, qRangeCondition, qLimit
-- * Scan options
, ScanOpts
, scanOpts
, sFilterCondition, sConsistentRead, sLimit, sParallel, sStartKey
) where
import Control.Arrow (first)
import Control.Lens (view, (%~), (.~), (^.), Lens')
import Control.Lens.TH (makeLenses)
import Control.Monad.Catch (throwM)
import Data.Bool (bool)
import Data.Conduit (Conduit, Source, runConduit,
(=$=))
import qualified Data.Conduit.List as CL
import Data.Function ((&))
import Data.HashMap.Strict (HashMap)
import Data.Monoid ((<>))
import Data.Proxy
import qualified Data.Text as T
import Generics.SOP
import Network.AWS
import qualified Network.AWS.DynamoDB.Query as D
import qualified Network.AWS.DynamoDB.Scan as D
import qualified Network.AWS.DynamoDB.Types as D
import Numeric.Natural (Natural)
import Data.Sequence (Seq)
import qualified Data.Sequence as Seq
import Data.Foldable (toList)
import Database.DynamoDB.Class
import Database.DynamoDB.Filter
import Database.DynamoDB.Internal
import Database.DynamoDB.Types
-- | Helper function to decode data from the conduit.
rsDecode :: (MonadAWS m, Code a ~ '[ hash ': range ': rest], DynamoCollection a r t)
=> (i -> [HashMap T.Text D.AttributeValue]) -> Conduit i m a
rsDecode trans = CL.mapFoldable trans =$= CL.mapM rsDecoder
rsDecoder :: (MonadAWS m, Code a ~ '[ hash ': range ': rest], DynamoCollection a r t)
=> HashMap T.Text D.AttributeValue -> m a
rsDecoder item =
case gsDecode item of
Just res -> return res
Nothing -> throwM (DynamoException $ "Error decoding item: " <> T.pack (show item))
-- | Options for a generic query.
data QueryOpts a hash range = QueryOpts {
_qHashKey :: hash
, _qRangeCondition :: Maybe (RangeOper range)
, _qFilterCondition :: Maybe (FilterCondition a)
, _qConsistentRead :: Consistency
, _qDirection :: Direction
, _qLimit :: Maybe Natural -- ^ This sets the "D.qLimit" settings for maximum number of evaluated items
, _qStartKey :: Maybe (hash, range)
-- ^ Key after which the evaluation starts. When paging, this should be set to qrsLastEvaluatedKey
-- of the last operation.
}
makeLenses ''QueryOpts
-- | Default settings for query options.
queryOpts :: hash -> QueryOpts a hash range
queryOpts key = QueryOpts key Nothing Nothing Eventually Forward Nothing Nothing
-- | Generate a "D.Query" object
queryCmd :: forall a t v1 v2 hash range rest.
(TableQuery a t, Code a ~ '[ hash ': range ': rest],
DynamoScalar v1 hash, DynamoScalar v2 range)
=> QueryOpts a hash range -> D.Query
queryCmd q =
dQueryKey (Proxy :: Proxy a) (q ^. qHashKey) (q ^. qRangeCondition)
& D.qConsistentRead . consistencyL .~ (q ^. qConsistentRead)
& D.qScanIndexForward .~ Just (q ^. qDirection == Forward)
& D.qLimit .~ (q ^. qLimit)
& addStartKey (q ^. qStartKey)
& addCondition (q ^. qFilterCondition)
where
addCondition Nothing = id
addCondition (Just cond) =
let (expr, attnames, attvals) = dumpCondition cond
in (D.qExpressionAttributeNames %~ (<> attnames))
-- HACK; https://github.com/brendanhay/amazonka/issues/332
. bool (D.qExpressionAttributeValues %~ (<> attvals)) id (null attvals)
. (D.qFilterExpression .~ Just expr)
addStartKey Nothing = id
addStartKey (Just (key, range)) =
D.qExclusiveStartKey .~ dKeyToAttr (Proxy :: Proxy a) (key, range)
-- | Generic query function. You can query table or indexes that have
-- a range key defined. The filter condition cannot access the hash and range keys.
--
-- Note: see https://github.com/brendanhay/amazonka/issues/340
querySource :: forall a t m v1 v2 hash range rest.
(TableQuery a t, MonadAWS m, Code a ~ '[ hash ': range ': rest],
DynamoScalar v1 hash, DynamoScalar v2 range)
=> QueryOpts a hash range -> Source m a
querySource q = paginate (queryCmd q) =$= rsDecode (view D.qrsItems)
-- | Perform a simple, eventually consistent, query.
--
-- Simple to use function to query limited amount of data from database.
querySimple :: forall a t v1 v2 m hash range rest.
(TableQuery a t, MonadAWS m, Code a ~ '[ hash ': range ': rest],
DynamoScalar v1 hash, DynamoScalar v2 range)
=> hash -- ^ Hash key
-> Maybe (RangeOper range) -- ^ Range condition
-> Direction -- ^ Scan direction
-> Int -- ^ Maximum number of items to fetch
-> m [a]
querySimple key range direction limit = do
let opts = queryOpts key & qRangeCondition .~ range
& qDirection .~ direction
fst <$> query opts limit
-- | Query with condition
queryCond :: forall a t v1 v2 m hash range rest.
(TableQuery a t, MonadAWS m, Code a ~ '[ hash ': range ': rest],
DynamoScalar v1 hash, DynamoScalar v2 range)
=> hash -- ^ Hash key
-> Maybe (RangeOper range) -- ^ Range condition
-> FilterCondition a
-> Direction -- ^ Scan direction
-> Int -- ^ Maximum number of items to fetch
-> m [a]
queryCond key range cond direction limit = do
let opts = queryOpts key & qRangeCondition .~ range
& qDirection .~ direction
& qFilterCondition .~ Just cond
fst <$> query opts limit
-- | Fetch exactly the required count of items even when
-- it means more calls to dynamodb. Return last evaluted key if end of data
-- was not reached. Use 'qStartKey' to continue reading the query.
query :: forall a t v1 v2 m range hash rest.
(TableQuery a t, DynamoCollection a 'WithRange t, MonadAWS m, Code a ~ '[ hash ': range ': rest],
DynamoScalar v1 hash, DynamoScalar v2 range)
=> QueryOpts a hash range
-> Int -- ^ Maximum number of items to fetch
-> m ([a], Maybe (PrimaryKey (Code a) 'WithRange))
query opts limit = do
-- Add qLimit to the opts if not already there - and if there is no condition
let cmd = queryCmd (opts & addQLimit)
boundedFetch D.qExclusiveStartKey (view D.qrsItems) (view D.qrsLastEvaluatedKey) cmd limit
where
addQLimit
| Nothing <- opts ^. qLimit, Nothing <- opts ^. qFilterCondition = qLimit .~ Just (fromIntegral limit)
| otherwise = id
-- | Generic query interface for scanning/querying
boundedFetch :: forall a r t m range hash cmd rest.
(MonadAWS m, HasPrimaryKey a r t, Code a ~ '[ hash ': range ': rest], AWSRequest cmd)
=> Lens' cmd (HashMap T.Text D.AttributeValue)
-> (Rs cmd -> [HashMap T.Text D.AttributeValue])
-> (Rs cmd -> HashMap T.Text D.AttributeValue)
-> cmd
-> Int -- ^ Maximum number of items to fetch
-> m ([a], Maybe (PrimaryKey (Code a) r))
boundedFetch startLens rsResult rsLast startcmd limit = do
(result, nextcmd) <- unfoldLimit fetch startcmd limit
if | length result > limit ->
let final = Seq.take limit result
in case Seq.viewr final of
Seq.EmptyR -> return ([], Nothing)
(_ Seq.:> lastitem) -> return (toList final, Just (dItemToKey lastitem))
| length result == limit, Just rs <- nextcmd ->
return (toList result, dAttrToKey (Proxy :: Proxy a) (rs ^. startLens))
| otherwise -> return (toList result, Nothing)
where
fetch cmd = do
rs <- send cmd
items <- Seq.fromList <$> mapM rsDecoder (rsResult rs)
let lastkey = rsLast rs
newquery = bool (Just (cmd & startLens .~ lastkey)) Nothing (null lastkey)
return (items, newquery)
unfoldLimit :: Monad m => (cmd -> m (Seq a, Maybe cmd)) -> cmd -> Int -> m (Seq a, Maybe cmd)
unfoldLimit code = go
where
go cmd limit = do
(vals, mnext) <- code cmd
let cnt = length vals
if | Just next <- mnext, cnt < limit -> first (vals <>) <$> go next (limit - cnt)
| otherwise -> return (vals, mnext)
-- | Record for defining scan command. Use lenses to set the content.
--
-- sParallel: (Segment number, Total segments)
data ScanOpts a r = ScanOpts {
_sFilterCondition :: Maybe (FilterCondition a)
, _sConsistentRead :: Consistency
, _sLimit :: Maybe Natural
, _sParallel :: Maybe (Natural, Natural) -- ^ (Segment number, TotalSegments)
, _sStartKey :: Maybe (PrimaryKey (Code a) r)
}
makeLenses ''ScanOpts
scanOpts :: ScanOpts a r
scanOpts = ScanOpts Nothing Eventually Nothing Nothing Nothing
-- | Conduit source for running a scan.
--
-- Note: see https://github.com/brendanhay/amazonka/issues/340
scanSource :: (MonadAWS m, TableScan a r t, HasPrimaryKey a r t, Code a ~ '[hash ': range ': xss])
=> ScanOpts a r -> Source m a
scanSource q = paginate (scanCmd q) =$= rsDecode (view D.srsItems)
-- | Function to call bounded scans. Tries to return exactly requested number of items.
--
-- Use 'sStartKey' to continue the scan.
scan :: (MonadAWS m, Code a ~ '[ hash ': range ': rest], TableScan a r t, HasPrimaryKey a r t)
=> ScanOpts a r -- ^ Scan settings
-> Int -- ^ Required result count
-> m ([a], Maybe (PrimaryKey (Code a) r)) -- ^ list of results, lastEvalutedKey or Nothing if end of data reached
scan opts limit = do
let cmd = scanCmd (opts & addSLimit)
boundedFetch D.sExclusiveStartKey (view D.srsItems) (view D.srsLastEvaluatedKey) cmd limit
where
-- If there is no filtercondition, number of processed items = number of scanned items
addSLimit
| Nothing <- opts ^. sLimit, Nothing <- opts ^. sFilterCondition = sLimit .~ Just (fromIntegral limit)
| otherwise = id
-- | Generate a "D.Query" object
scanCmd :: forall a r t hash range xss.
(TableScan a r t, HasPrimaryKey a r t, Code a ~ '[hash ': range ': xss])
=> ScanOpts a r -> D.Scan
scanCmd q =
dScan (Proxy :: Proxy a)
& D.sConsistentRead . consistencyL .~ (q ^. sConsistentRead)
& D.sLimit .~ (q ^. sLimit)
& addStartKey (q ^. sStartKey)
& addCondition (q ^. sFilterCondition)
& addParallel (q ^. sParallel)
where
addCondition Nothing = id
addCondition (Just cond) =
let (expr, attnames, attvals) = dumpCondition cond
in (D.sExpressionAttributeNames %~ (<> attnames))
-- HACK; https://github.com/brendanhay/amazonka/issues/332
. bool (D.sExpressionAttributeValues %~ (<> attvals)) id (null attvals)
. (D.sFilterExpression .~ Just expr)
--
addStartKey Nothing = id
addStartKey (Just pkey) = D.sExclusiveStartKey .~ dKeyToAttr (Proxy :: Proxy a) pkey
--
addParallel Nothing = id
addParallel (Just (segment,total)) =
(D.sTotalSegments .~ Just total)
. (D.sSegment .~ Just segment)
-- | Scan table using a given filter condition.
--
-- > scanCond (colAddress <!:> "Home" <.> colCity ==. "London") 10
-- Note: see https://github.com/brendanhay/amazonka/issues/340
scanCond :: forall a m hash range rest r t.
(MonadAWS m, HasPrimaryKey a r t, Code a ~ '[ hash ': range ': rest], TableScan a r t)
=> FilterCondition a -> Int -> m [a]
scanCond cond limit = do
let opts = scanOpts & sFilterCondition .~ Just cond
runConduit $ scanSource opts =$= CL.take limit