DataRobot

Types

data Credentials

Constructors

Credentials

Fields

• apiToken :: ByteString
• apiKey :: ByteString
• username :: ByteString
• baseURLPredict :: URI
• baseURL :: URI

Instances

Eq Credentials

Methods

(==) :: Credentials -> Credentials -> Bool

(/=) :: Credentials -> Credentials -> Bool

Show Credentials

Methods

showsPrec :: Int -> Credentials -> ShowS

show :: Credentials -> String

showList :: [Credentials] -> ShowS

defaultBaseURL :: URI

defaultBaseURLPredict :: URI

newtype ProjectID

Constructors

ProjectID Text

Instances

Eq ProjectID

Methods

(==) :: ProjectID -> ProjectID -> Bool

(/=) :: ProjectID -> ProjectID -> Bool

Show ProjectID

Methods

showsPrec :: Int -> ProjectID -> ShowS

show :: ProjectID -> String

showList :: [ProjectID] -> ShowS

ToJSON ProjectID

Methods

toJSON :: ProjectID -> Value

toEncoding :: ProjectID -> Encoding

toJSONList :: [ProjectID] -> Value

toEncodingList :: [ProjectID] -> Encoding

FromJSON ProjectID

Methods

parseJSON :: Value -> Parser ProjectID

parseJSONList :: Value -> Parser [ProjectID]

newtype ModelID

Constructors

ModelID Text

Instances

Eq ModelID

Methods

(==) :: ModelID -> ModelID -> Bool

(/=) :: ModelID -> ModelID -> Bool

Show ModelID

Methods

showsPrec :: Int -> ModelID -> ShowS

show :: ModelID -> String

showList :: [ModelID] -> ShowS

ToJSON ModelID

Methods

toJSON :: ModelID -> Value

toEncoding :: ModelID -> Encoding

toJSONList :: [ModelID] -> Value

toEncodingList :: [ModelID] -> Encoding

FromJSON ModelID

Methods

parseJSON :: Value -> Parser ModelID

parseJSONList :: Value -> Parser [ModelID]

Features API

features :: (MonadIO m, MonadThrow m) => Credentials -> ProjectID -> ModelID -> m Features

data Features

Constructors

Features

Fields

• featureNames :: [Text]

Instances

Eq Features

Methods

(==) :: Features -> Features -> Bool

(/=) :: Features -> Features -> Bool

Show Features

Methods

showsPrec :: Int -> Features -> ShowS

show :: Features -> String

showList :: [Features] -> ShowS

Generic Features

Associated Types

type Rep Features :: * -> *

Methods

from :: Features -> Rep Features x

to :: Rep Features x -> Features

ToJSON Features

Methods

toJSON :: Features -> Value

toEncoding :: Features -> Encoding

toJSONList :: [Features] -> Value

toEncodingList :: [Features] -> Encoding

FromJSON Features

Methods

parseJSON :: Value -> Parser Features

parseJSONList :: Value -> Parser [Features]

type Rep Features

type Rep Features = D1 (MetaData "Features" "DataRobot.Types" "datarobot-0.1.0-6mmISDtFxSf8xtGnS1y1H7" False) (C1 (MetaCons "Features" PrefixI True) (S1 (MetaSel (Just Symbol "featureNames") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 [Text])))

Predict API

predict :: (MonadIO m, MonadThrow m) => Credentials -> ProjectID -> ModelID -> Fields -> m (Either PredictError PredictResult)

type Fields = [(Text, Value)]

data PredictError

Constructors

APIError Code Text

MissingPrediction

Instances

Show PredictError

Methods

showsPrec :: Int -> PredictError -> ShowS

show :: PredictError -> String

showList :: [PredictError] -> ShowS

Exception PredictError

Methods

toException :: PredictError -> SomeException

fromException :: SomeException -> Maybe PredictError

displayException :: PredictError -> String

data PredictResult

Result from the prediction

Constructors

PredictResult Value Float Text (Maybe (HashMap Text Float))

Instances

Eq PredictResult

Methods

(==) :: PredictResult -> PredictResult -> Bool

(/=) :: PredictResult -> PredictResult -> Bool

Show PredictResult

Methods

showsPrec :: Int -> PredictResult -> ShowS

show :: PredictResult -> String

showList :: [PredictResult] -> ShowS

Generic PredictResult

Associated Types

type Rep PredictResult :: * -> *

Methods

from :: PredictResult -> Rep PredictResult x

to :: Rep PredictResult x -> PredictResult

ToJSON PredictResult

Methods

toJSON :: PredictResult -> Value

toEncoding :: PredictResult -> Encoding

toJSONList :: [PredictResult] -> Value

toEncodingList :: [PredictResult] -> Encoding

type Rep PredictResult

type Rep PredictResult = D1 (MetaData "PredictResult" "DataRobot.PredictResponse" "datarobot-0.1.0-6mmISDtFxSf8xtGnS1y1H7" False) (C1 (MetaCons "PredictResult" PrefixI True) ((:*:) ((:*:) (S1 (MetaSel (Just Symbol "prediction") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 Value)) (S1 (MetaSel (Just Symbol "predictionTimeMs") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 Float))) ((:*:) (S1 (MetaSel (Just Symbol "modelId") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 Text)) (S1 (MetaSel (Just Symbol "classProbabilities") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 (Maybe (HashMap Text Float)))))))

responseResult :: PredictResponse -> Either PredictError PredictResult

classProbability :: Text -> PredictResult -> Maybe Float