avro-0.4.6.0: src/Data/Avro.hs
{-# LANGUAGE ConstraintKinds #-}
{-# LANGUAGE FlexibleInstances #-}
{-# LANGUAGE MultiWayIf #-}
{-# LANGUAGE ScopedTypeVariables #-}
-- | Avro encoding and decoding routines.
--
-- This library provides a high level interface for encoding (and decoding)
-- Haskell values in Apache's Avro serialization format.
--
-- The goal is to match Aeson's API whenever reasonable,
-- meaning user experience with one effectively translate to the other.
--
-- Avro RPC is not currently supported.
--
-- == Library Structure
--
-- The library structure includes:
--
-- * This module, "Data.Avro", providing a high-level interface via
-- classes of 'FromAvro' and 'ToAvro' for decoding and encoding values.
--
-- * "Data.Avro.Schema": Defines the type for Avro schema's and its JSON
-- encoding/decoding.
--
-- * "Data.Avro.Encode" and "Data.Avro.Decode": More
-- efficient conversion capable of avoiding the intermediate representation.
-- Also, the implementation of the en/decoding of the intermediate
-- representation.
--
-- * "Data.Avro.Decode.Lazy": Lazy/Streaming decoding for Avro containers.
--
-- * "Data.Avro.Deconflict": translate decoded data from an
-- encoder schema to the (potentially different) decoder's schema.
module Data.Avro
( -- * Schema
Schema
-- * Encoding and decoding
, Result(..), badValue
, encode
, decode
, (.:)
, (.=), record, fixed
-- * Working with containers
-- ** Decoding containers
, decodeWithSchema
, decodeContainer
, decodeContainerWithSchema
, decodeContainerBytes
-- ** Encoding containers
, encodeContainer
, encodeContainer'
, encodeContainerWithSync
, encodeContainerWithSync'
-- * Classes and instances
, FromAvro(..)
, ToAvro(..)
, HasAvroSchema(..)
, schemaOf
-- * Misc
, Avro
) where
import Control.Arrow (first)
import qualified Data.Avro.Decode as D
import qualified Data.Avro.Decode.Lazy as DL
import Data.Avro.Deconflict as C
import qualified Data.Avro.Encode as E
import Data.Avro.Schema as S
import Data.Avro.Types as T
import qualified Data.Binary.Get as G
import qualified Data.Binary.Put as P
import qualified Data.ByteString as B
import Data.ByteString.Lazy (ByteString)
import qualified Data.ByteString.Lazy as BL
import Data.Foldable (toList)
import qualified Data.HashMap.Strict as HashMap
import Data.Int
import Data.List.NonEmpty (NonEmpty (..))
import qualified Data.Map as Map
import Data.Monoid ((<>))
import Data.Tagged
import Data.Text (Text)
import qualified Data.Text as Text
import qualified Data.Text.Lazy as TL
import qualified Data.Vector as V
import Data.Word
import Prelude as P
import Data.Avro.Codec (Codec, deflateCodec, nullCodec)
import Data.Avro.FromAvro
import Data.Avro.HasAvroSchema
import Data.Avro.ToAvro
type Avro a = (FromAvro a, ToAvro a)
-- | Decode a lazy bytestring using a 'Schema' of the return type.
decode :: forall a. FromAvro a => ByteString -> Result a
decode bytes =
case D.decodeAvro (untag (schema :: Tagged a Schema)) bytes of
Right val -> fromAvro val
Left err -> Error err
-- | Decode a lazy bytestring using a provided schema
decodeWithSchema :: FromAvro a => Schema -> ByteString -> Result a
decodeWithSchema sch bytes =
case D.decodeAvro sch bytes of
Right val -> fromAvro val
Left err -> Error err
-- | Decode a container and de-conflict the writer schema with
-- a reader schema for a return type.
-- Like in 'decodeContainerWithSchema'
-- exceptions are thrown instead of a 'Result' type to
-- allow this function to be read lazy (to be done in some later version).
decodeContainer :: forall a. FromAvro a => ByteString -> [[a]]
decodeContainer bs =
let readerSchema = untag (schema :: Tagged a Schema)
in decodeContainerWithSchema readerSchema bs
-- |Decode a container and de-conflict the writer schema with a given
-- reader-schema. Exceptions are thrown instead of a 'Result' type to
-- allow this function to be read lazy (to be done in some later version).
decodeContainerWithSchema :: FromAvro a => Schema -> ByteString -> [[a]]
decodeContainerWithSchema readerSchema bs =
case D.decodeContainer bs of
Right (writerSchema,val) ->
let
writerSchema' = S.expandNamedTypes writerSchema
readerSchema' = S.expandNamedTypes readerSchema
err e = error $ "Could not deconflict reader and writer schema." <> e
dec x =
case C.deconflictNoResolve writerSchema' readerSchema' x of
Left e -> err e
Right v -> case fromAvro v of
Success x -> x
Error e -> error e
in P.map (P.map dec) val
Left err -> error err
-- | Encodes a value to a lazy ByteString
encode :: ToAvro a => a -> BL.ByteString
encode = E.encodeAvro . toAvro
-- | Encode chunks of objects into a container, using 16 random bytes for
-- the synchronization markers.
encodeContainer :: forall a. ToAvro a => [[a]] -> IO BL.ByteString
encodeContainer = encodeContainer' nullCodec
encodeContainer' :: forall a. ToAvro a => Codec -> [[a]] -> IO BL.ByteString
encodeContainer' codec =
let sch = untag (schema :: Tagged a Schema)
in E.encodeContainer codec sch . map (map toAvro)
-- | Encode chunks of objects into a container, using the provided
-- ByteString as the synchronization markers.
encodeContainerWithSync :: forall a. ToAvro a => (Word64,Word64,Word64,Word64) -> [[a]] -> BL.ByteString
encodeContainerWithSync = encodeContainerWithSync' nullCodec
-- | Encode chunks of objects into a container, using the provided
-- ByteString as the synchronization markers.
encodeContainerWithSync' :: forall a. ToAvro a => Codec -> (Word64,Word64,Word64,Word64) -> [[a]] -> BL.ByteString
encodeContainerWithSync' codec (a,b,c,d) =
let
sch = untag (schema :: Tagged a Schema)
syncBytes = P.runPut $ mapM_ P.putWord64le [a,b,c,d]
in E.encodeContainerWithSync codec sch syncBytes . map (map toAvro)
-- |Like 'decodeContainer' but returns the avro-encoded bytes for each
-- object in the container instead of the Haskell type.
--
-- This is particularly useful when slicing up containers into one or more
-- smaller files. By extracting the original bytestring it is possible to
-- avoid re-encoding data.
decodeContainerBytes :: ByteString -> [[ByteString]]
decodeContainerBytes bs =
case D.decodeContainerWith schemaBytes bs of
Right (writerSchema, val) -> val
Left e -> error $ "Could not decode container: " <> e
where
schemaBytes sch =
do start <- G.bytesRead
end <- G.lookAhead $ do _ <- D.getAvroOf sch
G.bytesRead
G.getLazyByteString (end-start)
record :: Foldable f => Schema -> f (Text,T.Value Schema) -> T.Value Schema
record ty = T.Record ty . HashMap.fromList . toList
fixed :: Schema -> B.ByteString -> T.Value Schema
fixed = T.Fixed
-- @enumToAvro val@ will generate an Avro encoded value of enum suitable
-- for serialization ('encode').
-- enumToAvro :: (Show a, Enum a, Bounded a, Generic a) => a -> T.Value Schema
-- enumToAvro e = T.Enum ty (show e)
-- where
-- ty = S.Enum nm Nothing [] Nothing (map (Text.pack . show) [minBound..maxBound])
-- nm = datatypeName g
-- g = from e -- GHC generics