{-# LANGUAGE DeriveGeneric #-} {-# LANGUAGE DuplicateRecordFields #-} {-# LANGUAGE NamedFieldPuns #-} {-# LANGUAGE OverloadedStrings #-} {-# LANGUAGE RecordWildCards #-} {-# LANGUAGE StrictData #-} {-# LANGUAGE NoImplicitPrelude #-} {-# OPTIONS_GHC -fno-warn-unused-imports #-} {-# OPTIONS_GHC -fno-warn-unused-matches #-} -- Derived from AWS service descriptions, licensed under Apache 2.0. -- | -- Module : Amazonka.SageMaker.Types.ChannelSpecification -- Copyright : (c) 2013-2023 Brendan Hay -- License : Mozilla Public License, v. 2.0. -- Maintainer : Brendan Hay -- Stability : auto-generated -- Portability : non-portable (GHC extensions) module Amazonka.SageMaker.Types.ChannelSpecification where import qualified Amazonka.Core as Core import qualified Amazonka.Core.Lens.Internal as Lens import qualified Amazonka.Data as Data import qualified Amazonka.Prelude as Prelude import Amazonka.SageMaker.Types.CompressionType import Amazonka.SageMaker.Types.TrainingInputMode -- | Defines a named input source, called a channel, to be used by an -- algorithm. -- -- /See:/ 'newChannelSpecification' smart constructor. data ChannelSpecification = ChannelSpecification' { -- | A brief description of the channel. description :: Prelude.Maybe Prelude.Text, -- | Indicates whether the channel is required by the algorithm. isRequired :: Prelude.Maybe Prelude.Bool, -- | The allowed compression types, if data compression is used. supportedCompressionTypes :: Prelude.Maybe [CompressionType], -- | The name of the channel. name :: Prelude.Text, -- | The supported MIME types for the data. supportedContentTypes :: [Prelude.Text], -- | The allowed input mode, either FILE or PIPE. -- -- In FILE mode, Amazon SageMaker copies the data from the input source -- onto the local Amazon Elastic Block Store (Amazon EBS) volumes before -- starting your training algorithm. This is the most commonly used input -- mode. -- -- In PIPE mode, Amazon SageMaker streams input data from the source -- directly to your algorithm without using the EBS volume. supportedInputModes :: Prelude.NonEmpty TrainingInputMode } deriving (Prelude.Eq, Prelude.Read, Prelude.Show, Prelude.Generic) -- | -- Create a value of 'ChannelSpecification' with all optional fields omitted. -- -- Use or to modify other optional fields. -- -- The following record fields are available, with the corresponding lenses provided -- for backwards compatibility: -- -- 'description', 'channelSpecification_description' - A brief description of the channel. -- -- 'isRequired', 'channelSpecification_isRequired' - Indicates whether the channel is required by the algorithm. -- -- 'supportedCompressionTypes', 'channelSpecification_supportedCompressionTypes' - The allowed compression types, if data compression is used. -- -- 'name', 'channelSpecification_name' - The name of the channel. -- -- 'supportedContentTypes', 'channelSpecification_supportedContentTypes' - The supported MIME types for the data. -- -- 'supportedInputModes', 'channelSpecification_supportedInputModes' - The allowed input mode, either FILE or PIPE. -- -- In FILE mode, Amazon SageMaker copies the data from the input source -- onto the local Amazon Elastic Block Store (Amazon EBS) volumes before -- starting your training algorithm. This is the most commonly used input -- mode. -- -- In PIPE mode, Amazon SageMaker streams input data from the source -- directly to your algorithm without using the EBS volume. newChannelSpecification :: -- | 'name' Prelude.Text -> -- | 'supportedInputModes' Prelude.NonEmpty TrainingInputMode -> ChannelSpecification newChannelSpecification pName_ pSupportedInputModes_ = ChannelSpecification' { description = Prelude.Nothing, isRequired = Prelude.Nothing, supportedCompressionTypes = Prelude.Nothing, name = pName_, supportedContentTypes = Prelude.mempty, supportedInputModes = Lens.coerced Lens.# pSupportedInputModes_ } -- | A brief description of the channel. channelSpecification_description :: Lens.Lens' ChannelSpecification (Prelude.Maybe Prelude.Text) channelSpecification_description = Lens.lens (\ChannelSpecification' {description} -> description) (\s@ChannelSpecification' {} a -> s {description = a} :: ChannelSpecification) -- | Indicates whether the channel is required by the algorithm. channelSpecification_isRequired :: Lens.Lens' ChannelSpecification (Prelude.Maybe Prelude.Bool) channelSpecification_isRequired = Lens.lens (\ChannelSpecification' {isRequired} -> isRequired) (\s@ChannelSpecification' {} a -> s {isRequired = a} :: ChannelSpecification) -- | The allowed compression types, if data compression is used. channelSpecification_supportedCompressionTypes :: Lens.Lens' ChannelSpecification (Prelude.Maybe [CompressionType]) channelSpecification_supportedCompressionTypes = Lens.lens (\ChannelSpecification' {supportedCompressionTypes} -> supportedCompressionTypes) (\s@ChannelSpecification' {} a -> s {supportedCompressionTypes = a} :: ChannelSpecification) Prelude.. Lens.mapping Lens.coerced -- | The name of the channel. channelSpecification_name :: Lens.Lens' ChannelSpecification Prelude.Text channelSpecification_name = Lens.lens (\ChannelSpecification' {name} -> name) (\s@ChannelSpecification' {} a -> s {name = a} :: ChannelSpecification) -- | The supported MIME types for the data. channelSpecification_supportedContentTypes :: Lens.Lens' ChannelSpecification [Prelude.Text] channelSpecification_supportedContentTypes = Lens.lens (\ChannelSpecification' {supportedContentTypes} -> supportedContentTypes) (\s@ChannelSpecification' {} a -> s {supportedContentTypes = a} :: ChannelSpecification) Prelude.. Lens.coerced -- | The allowed input mode, either FILE or PIPE. -- -- In FILE mode, Amazon SageMaker copies the data from the input source -- onto the local Amazon Elastic Block Store (Amazon EBS) volumes before -- starting your training algorithm. This is the most commonly used input -- mode. -- -- In PIPE mode, Amazon SageMaker streams input data from the source -- directly to your algorithm without using the EBS volume. channelSpecification_supportedInputModes :: Lens.Lens' ChannelSpecification (Prelude.NonEmpty TrainingInputMode) channelSpecification_supportedInputModes = Lens.lens (\ChannelSpecification' {supportedInputModes} -> supportedInputModes) (\s@ChannelSpecification' {} a -> s {supportedInputModes = a} :: ChannelSpecification) Prelude.. Lens.coerced instance Data.FromJSON ChannelSpecification where parseJSON = Data.withObject "ChannelSpecification" ( \x -> ChannelSpecification' Prelude.<$> (x Data..:? "Description") Prelude.<*> (x Data..:? "IsRequired") Prelude.<*> ( x Data..:? "SupportedCompressionTypes" Data..!= Prelude.mempty ) Prelude.<*> (x Data..: "Name") Prelude.<*> ( x Data..:? "SupportedContentTypes" Data..!= Prelude.mempty ) Prelude.<*> (x Data..: "SupportedInputModes") ) instance Prelude.Hashable ChannelSpecification where hashWithSalt _salt ChannelSpecification' {..} = _salt `Prelude.hashWithSalt` description `Prelude.hashWithSalt` isRequired `Prelude.hashWithSalt` supportedCompressionTypes `Prelude.hashWithSalt` name `Prelude.hashWithSalt` supportedContentTypes `Prelude.hashWithSalt` supportedInputModes instance Prelude.NFData ChannelSpecification where rnf ChannelSpecification' {..} = Prelude.rnf description `Prelude.seq` Prelude.rnf isRequired `Prelude.seq` Prelude.rnf supportedCompressionTypes `Prelude.seq` Prelude.rnf name `Prelude.seq` Prelude.rnf supportedContentTypes `Prelude.seq` Prelude.rnf supportedInputModes instance Data.ToJSON ChannelSpecification where toJSON ChannelSpecification' {..} = Data.object ( Prelude.catMaybes [ ("Description" Data..=) Prelude.<$> description, ("IsRequired" Data..=) Prelude.<$> isRequired, ("SupportedCompressionTypes" Data..=) Prelude.<$> supportedCompressionTypes, Prelude.Just ("Name" Data..= name), Prelude.Just ( "SupportedContentTypes" Data..= supportedContentTypes ), Prelude.Just ("SupportedInputModes" Data..= supportedInputModes) ] )