我是Haskell的初学者,尝试通过USDA数据库学习JSON解析。
我想从此链接获取"ndbno"
键的值
https://api.nal.usda.gov/ndb/search/?format=json&q=potato+salad&sort=n&max=25&offset=0&api_key=DEMO_KEY
该链接的JSON文件如下所示:
{
"list": {
"q": "potato salad",
"sr": "1",
"ds": "any",
"start": 0,
"end": 25,
"total": 251,
"group": "",
"sort": "n",
"item": [
{
"offset": 0,
"group": "Branded Food Products Database",
"name": "AHOLD, DEVILED EGG POTATO SALAD, UPC: 688267141584",
"ndbno": "45044170",
"ds": "LI",
"manu": "Ahold USA, Inc."
},
{
"offset": 1,
"group": "Branded Food Products Database",
"name": "AHOLD, REDSKIN POTATO SALAD, UPC: 688267141591",
"ndbno": "45044169",
"ds": "LI",
"manu": "Ahold USA, Inc."
},
...
"nbdno"
键在"item"
中排第四位
{-# LANGUAGE DeriveGeneric #-}
module Lib
( someFunc
) where
import Data.Aeson
import Data.HashMap.Strict as HS
import Data.List as L
import Data.Maybe
import Data.Text
import Data.Vector as V
import GHC.Generics
import Network.HTTP.Conduit
import Text.Pretty.Simple
data Food = Name (String, Text)
| Stuff (String, Int)
deriving (Eq, Read, Show, Generic)
someFunc :: IO ()
someFunc = putStrLn "Under Consruction!"
apiKey = "https://api.nal.usda.gov/ndb/search/?format=json&q=chana+dal&sort=n&max=25&offset=0&api_key=jJN9dsKFe507qjLVqbecijtrYB4AiojXVIt1EaEZ"
instance FromJSON Food
unString x = case x of
String x -> x
unObject x = case x of
Object x -> x
unArray x = case x of
Array x -> x
getParsed :: IO ()
getParsed = do
x <- simpleHttp apiKey
let y = (unObject . snd . L.head . HS.toList . fromJust) (decode x :: Maybe Object)
z = (unArray . snd . L.last . L.init) (HS.toList y)
a = V.map (unpack . unString . snd . L.head . L.drop 5 . HS.toList . unObject) z
b = V.map (\x -> read x :: Int) a
pPrint b
我实现它的方式很杂乱,但是可以完成工作。
只是代码看起来很糟糕,几乎无法阅读。所以我想知道是否有更好的方法。
答案 0 :(得分:3)
定义要反序列化的类型,例如:
{-# LANGUAGE DeriveGeneric #-}
module Q53251928 where
import Data.Aeson
import GHC.Generics
data Item = Item { ndbno :: String } deriving (Eq, Show, Generic)
instance FromJSON Item
data FoodStuff = FoodStuff { item :: [Item] } deriving (Eq, Show, Generic)
instance FromJSON FoodStuff
data RootJSON = RootJSON { list :: FoodStuff } deriving (Eq, Show, Generic)
instance FromJSON RootJSON
这些类型是访问所有ndbno
值所需的最小类型。您可以在类型中添加其他标签以捕获其他数据,例如group
,start
,end
等
我在链接中下载了文件,并尝试从GHCi对其进行解码,效果很好:
*Q53251928 Q53251928> decodeFileStrict "download.json" :: IO (Maybe RootJSON)
Just (RootJSON {list = FoodStuff {item = [Item {ndbno = "45044170"},
Item {ndbno = "45044169"},Item {ndbno = "45287938"},Item {ndbno = "45314045"},
Item {ndbno = "45036851"},Item {ndbno = "45036824"},Item {ndbno = "45198766"},
Item {ndbno = "45270526"},Item {ndbno = "45270516"},Item {ndbno = "45374956"},
Item {ndbno = "45215370"},Item {ndbno = "45225694"},Item {ndbno = "45225696"},
Item {ndbno = "45217133"},Item {ndbno = "45053881"},Item {ndbno = "45270521"},
Item {ndbno = "45226407"},Item {ndbno = "45218344"},Item {ndbno = "45225703"},
Item {ndbno = "45335760"},Item {ndbno = "45221588"},Item {ndbno = "45193027"},
Item {ndbno = "45194338"},Item {ndbno = "45194331"},Item {ndbno = "45256801"}]}})