Created
May 25, 2015 08:50
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Frames with multiple custom columns
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{-# LANGUAGE ConstraintKinds, DataKinds, FlexibleContexts, GADTs, | |
OverloadedStrings, PatternSynonyms, QuasiQuotes, | |
ScopedTypeVariables, TemplateHaskell, TypeOperators, | |
ViewPatterns #-} | |
{-# LANGUAGE FlexibleInstances #-} | |
module Data where | |
import Control.Lens | |
import Data.Readable | |
import qualified Data.Text as T | |
import Frames | |
import Frames.CSV | |
import Pipes | |
import qualified Pipes.Prelude as P | |
import Types | |
tableTypes' | |
rowGen {rowTypeName = "Answer" | |
,columnUniverse = $(colQ ''MyColumns)} | |
"data/raw-anon-v1-0.csv" | |
answerStream :: Producer Answer IO () | |
answerStream = readTableOpt answerParser "data/raw-anon-v1-0.csv" |
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{-# LANGUAGE DataKinds #-} | |
{-# LANGUAGE TypeOperators #-} | |
{-# LANGUAGE TypeFamilies #-} | |
{-# LANGUAGE OverloadedStrings #-} | |
{-# LANGUAGE FlexibleInstances #-} | |
module Types where | |
import Data.Typeable | |
import Data.Text | |
import Frames | |
import Data.Readable | |
import Control.Monad | |
import Frames.InCore | |
import qualified Data.Vector as V | |
newtype NumericalAnswer = NumericalAnswer (Maybe Int) deriving (Show,Read,Eq,Ord,Typeable) | |
newtype SkillLevel = SkillLevel (Maybe Text) deriving (Show,Read,Eq,Ord,Typeable) | |
instance Readable NumericalAnswer where | |
fromText t | |
| t == "0" = return $ NumericalAnswer $ Just 0 | |
| t == "1" = return $ NumericalAnswer $ Just 1 | |
| t == "2" = return $ NumericalAnswer $ Just 2 | |
| t == "3" = return $ NumericalAnswer $ Just 3 | |
| t == "4" = return $ NumericalAnswer $ Just 4 | |
| t == "\"\"" || t == "Don't know" = return $ NumericalAnswer Nothing | |
| otherwise = mzero | |
instance Readable SkillLevel where | |
fromText t | |
| t `elem` ["none","beginner","learning","competent","expert"] = return $ SkillLevel (Just t) | |
| t == "\"\"" = return $ SkillLevel Nothing | |
| otherwise = mzero | |
type instance VectorFor NumericalAnswer = V.Vector | |
type instance VectorFor SkillLevel = V.Vector | |
type MyColumns = SkillLevel ': NumericalAnswer ': CommonColumns |
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