using System;
using System.Collections.Generic;
using System.Text;
using Newtonsoft.Json;
using Newtonsoft.Json.Linq;
using Microsoft.ML.SearchSpace;
using Microsoft.ML;
 
namespace Microsoft.ML.AutoML.CodeGen
{
    internal static class SweepableEstimatorFactory
    {
        public static LightGbmBinary CreateLightGbmBinary(LgbmOption defaultOption, SearchSpace<LgbmOption> searchSpace = null)
        {
            if(searchSpace == null){
                searchSpace = new SearchSpace<LgbmOption>(defaultOption);
            }
 
            return new LightGbmBinary(defaultOption, searchSpace);
        }
 
        public static LightGbmMulti CreateLightGbmMulti(LgbmOption defaultOption, SearchSpace<LgbmOption> searchSpace = null)
        {
            if(searchSpace == null){
                searchSpace = new SearchSpace<LgbmOption>(defaultOption);
            }
 
            return new LightGbmMulti(defaultOption, searchSpace);
        }
 
        public static LightGbmRegression CreateLightGbmRegression(LgbmOption defaultOption, SearchSpace<LgbmOption> searchSpace = null)
        {
            if(searchSpace == null){
                searchSpace = new SearchSpace<LgbmOption>(defaultOption);
            }
 
            return new LightGbmRegression(defaultOption, searchSpace);
        }
 
        public static FastForestBinary CreateFastForestBinary(FastForestOption defaultOption, SearchSpace<FastForestOption> searchSpace = null)
        {
            if(searchSpace == null){
                searchSpace = new SearchSpace<FastForestOption>(defaultOption);
            }
 
            return new FastForestBinary(defaultOption, searchSpace);
        }
 
        public static FastForestOva CreateFastForestOva(FastForestOption defaultOption, SearchSpace<FastForestOption> searchSpace = null)
        {
            if(searchSpace == null){
                searchSpace = new SearchSpace<FastForestOption>(defaultOption);
            }
 
            return new FastForestOva(defaultOption, searchSpace);
        }
 
        public static FastForestRegression CreateFastForestRegression(FastForestOption defaultOption, SearchSpace<FastForestOption> searchSpace = null)
        {
            if(searchSpace == null){
                searchSpace = new SearchSpace<FastForestOption>(defaultOption);
            }
 
            return new FastForestRegression(defaultOption, searchSpace);
        }
 
        public static FastTreeBinary CreateFastTreeBinary(FastTreeOption defaultOption, SearchSpace<FastTreeOption> searchSpace = null)
        {
            if(searchSpace == null){
                searchSpace = new SearchSpace<FastTreeOption>(defaultOption);
            }
 
            return new FastTreeBinary(defaultOption, searchSpace);
        }
 
        public static FastTreeOva CreateFastTreeOva(FastTreeOption defaultOption, SearchSpace<FastTreeOption> searchSpace = null)
        {
            if(searchSpace == null){
                searchSpace = new SearchSpace<FastTreeOption>(defaultOption);
            }
 
            return new FastTreeOva(defaultOption, searchSpace);
        }
 
        public static FastTreeRegression CreateFastTreeRegression(FastTreeOption defaultOption, SearchSpace<FastTreeOption> searchSpace = null)
        {
            if(searchSpace == null){
                searchSpace = new SearchSpace<FastTreeOption>(defaultOption);
            }
 
            return new FastTreeRegression(defaultOption, searchSpace);
        }
 
        public static FastTreeTweedieRegression CreateFastTreeTweedieRegression(FastTreeOption defaultOption, SearchSpace<FastTreeOption> searchSpace = null)
        {
            if(searchSpace == null){
                searchSpace = new SearchSpace<FastTreeOption>(defaultOption);
            }
 
            return new FastTreeTweedieRegression(defaultOption, searchSpace);
        }
 
        public static LbfgsLogisticRegressionBinary CreateLbfgsLogisticRegressionBinary(LbfgsOption defaultOption, SearchSpace<LbfgsOption> searchSpace = null)
        {
            if(searchSpace == null){
                searchSpace = new SearchSpace<LbfgsOption>(defaultOption);
            }
 
            return new LbfgsLogisticRegressionBinary(defaultOption, searchSpace);
        }
 
        public static LbfgsLogisticRegressionOva CreateLbfgsLogisticRegressionOva(LbfgsOption defaultOption, SearchSpace<LbfgsOption> searchSpace = null)
        {
            if(searchSpace == null){
                searchSpace = new SearchSpace<LbfgsOption>(defaultOption);
            }
 
            return new LbfgsLogisticRegressionOva(defaultOption, searchSpace);
        }
 
        public static LbfgsMaximumEntropyMulti CreateLbfgsMaximumEntropyMulti(LbfgsOption defaultOption, SearchSpace<LbfgsOption> searchSpace = null)
        {
            if(searchSpace == null){
                searchSpace = new SearchSpace<LbfgsOption>(defaultOption);
            }
 
            return new LbfgsMaximumEntropyMulti(defaultOption, searchSpace);
        }
 
        public static LbfgsPoissonRegressionRegression CreateLbfgsPoissonRegressionRegression(LbfgsOption defaultOption, SearchSpace<LbfgsOption> searchSpace = null)
        {
            if(searchSpace == null){
                searchSpace = new SearchSpace<LbfgsOption>(defaultOption);
            }
 
            return new LbfgsPoissonRegressionRegression(defaultOption, searchSpace);
        }
 
        public static SdcaLogisticRegressionBinary CreateSdcaLogisticRegressionBinary(SdcaOption defaultOption, SearchSpace<SdcaOption> searchSpace = null)
        {
            if(searchSpace == null){
                searchSpace = new SearchSpace<SdcaOption>(defaultOption);
            }
 
            return new SdcaLogisticRegressionBinary(defaultOption, searchSpace);
        }
 
        public static SdcaLogisticRegressionOva CreateSdcaLogisticRegressionOva(SdcaOption defaultOption, SearchSpace<SdcaOption> searchSpace = null)
        {
            if(searchSpace == null){
                searchSpace = new SearchSpace<SdcaOption>(defaultOption);
            }
 
            return new SdcaLogisticRegressionOva(defaultOption, searchSpace);
        }
 
        public static SdcaMaximumEntropyMulti CreateSdcaMaximumEntropyMulti(SdcaOption defaultOption, SearchSpace<SdcaOption> searchSpace = null)
        {
            if(searchSpace == null){
                searchSpace = new SearchSpace<SdcaOption>(defaultOption);
            }
 
            return new SdcaMaximumEntropyMulti(defaultOption, searchSpace);
        }
 
        public static SdcaRegression CreateSdcaRegression(SdcaOption defaultOption, SearchSpace<SdcaOption> searchSpace = null)
        {
            if(searchSpace == null){
                searchSpace = new SearchSpace<SdcaOption>(defaultOption);
            }
 
            return new SdcaRegression(defaultOption, searchSpace);
        }
 
        public static MatrixFactorization CreateMatrixFactorization(MatrixFactorizationOption defaultOption, SearchSpace<MatrixFactorizationOption> searchSpace = null)
        {
            if(searchSpace == null){
                searchSpace = new SearchSpace<MatrixFactorizationOption>(defaultOption);
            }
 
            return new MatrixFactorization(defaultOption, searchSpace);
        }
 
        public static ImageClassificationMulti CreateImageClassificationMulti(ImageClassificationOption defaultOption, SearchSpace<ImageClassificationOption> searchSpace = null)
        {
            if(searchSpace == null){
                searchSpace = new SearchSpace<ImageClassificationOption>(defaultOption);
            }
 
            return new ImageClassificationMulti(defaultOption, searchSpace);
        }
 
        public static TextClassificationMulti CreateTextClassificationMulti(TextClassificationOption defaultOption, SearchSpace<TextClassificationOption> searchSpace = null)
        {
            if(searchSpace == null){
                searchSpace = new SearchSpace<TextClassificationOption>(defaultOption);
            }
 
            return new TextClassificationMulti(defaultOption, searchSpace);
        }
 
        public static SentenceSimilarityRegression CreateSentenceSimilarityRegression(SentenceSimilarityOption defaultOption, SearchSpace<SentenceSimilarityOption> searchSpace = null)
        {
            if(searchSpace == null){
                searchSpace = new SearchSpace<SentenceSimilarityOption>(defaultOption);
            }
 
            return new SentenceSimilarityRegression(defaultOption, searchSpace);
        }
 
        public static ObjectDetectionMulti CreateObjectDetectionMulti(ObjectDetectionOption defaultOption, SearchSpace<ObjectDetectionOption> searchSpace = null)
        {
            if(searchSpace == null){
                searchSpace = new SearchSpace<ObjectDetectionOption>(defaultOption);
            }
 
            return new ObjectDetectionMulti(defaultOption, searchSpace);
        }
 
        public static QuestionAnsweringMulti CreateQuestionAnsweringMulti(QuestionAnsweringOption defaultOption, SearchSpace<QuestionAnsweringOption> searchSpace = null)
        {
            if(searchSpace == null){
                searchSpace = new SearchSpace<QuestionAnsweringOption>(defaultOption);
            }
 
            return new QuestionAnsweringMulti(defaultOption, searchSpace);
        }
 
        public static NamedEntityRecognitionMulti CreateNamedEntityRecognitionMulti(NamedEntityRecognitionOption defaultOption, SearchSpace<NamedEntityRecognitionOption> searchSpace = null)
        {
            if(searchSpace == null){
                searchSpace = new SearchSpace<NamedEntityRecognitionOption>(defaultOption);
            }
 
            return new NamedEntityRecognitionMulti(defaultOption, searchSpace);
        }
 
        public static ForecastBySsa CreateForecastBySsa(SsaOption defaultOption, SearchSpace<SsaOption> searchSpace = null)
        {
            if(searchSpace == null){
                searchSpace = new SearchSpace<SsaOption>(defaultOption);
            }
 
            return new ForecastBySsa(defaultOption, searchSpace);
        }
 
        public static Concatenate CreateConcatenate(ConcatOption defaultOption, SearchSpace<ConcatOption> searchSpace = null)
        {
            if(searchSpace == null){
                searchSpace = new SearchSpace<ConcatOption>(defaultOption);
            }
 
            return new Concatenate(defaultOption, searchSpace);
        }
 
        public static Naive CreateNaive(NaiveOption defaultOption, SearchSpace<NaiveOption> searchSpace = null)
        {
            if(searchSpace == null){
                searchSpace = new SearchSpace<NaiveOption>(defaultOption);
            }
 
            return new Naive(defaultOption, searchSpace);
        }
 
        public static OneHotEncoding CreateOneHotEncoding(OneHotOption defaultOption, SearchSpace<OneHotOption> searchSpace = null)
        {
            if(searchSpace == null){
                searchSpace = new SearchSpace<OneHotOption>(defaultOption);
            }
 
            return new OneHotEncoding(defaultOption, searchSpace);
        }
 
        public static OneHotHashEncoding CreateOneHotHashEncoding(OneHotOption defaultOption, SearchSpace<OneHotOption> searchSpace = null)
        {
            if(searchSpace == null){
                searchSpace = new SearchSpace<OneHotOption>(defaultOption);
            }
 
            return new OneHotHashEncoding(defaultOption, searchSpace);
        }
 
        public static LoadRawImageBytes CreateLoadRawImageBytes(LoadImageOption defaultOption, SearchSpace<LoadImageOption> searchSpace = null)
        {
            if(searchSpace == null){
                searchSpace = new SearchSpace<LoadImageOption>(defaultOption);
            }
 
            return new LoadRawImageBytes(defaultOption, searchSpace);
        }
 
        public static MapKeyToValue CreateMapKeyToValue(MapKeyToValueOption defaultOption, SearchSpace<MapKeyToValueOption> searchSpace = null)
        {
            if(searchSpace == null){
                searchSpace = new SearchSpace<MapKeyToValueOption>(defaultOption);
            }
 
            return new MapKeyToValue(defaultOption, searchSpace);
        }
 
        public static ReplaceMissingValues CreateReplaceMissingValues(ReplaceMissingValueOption defaultOption, SearchSpace<ReplaceMissingValueOption> searchSpace = null)
        {
            if(searchSpace == null){
                searchSpace = new SearchSpace<ReplaceMissingValueOption>(defaultOption);
            }
 
            return new ReplaceMissingValues(defaultOption, searchSpace);
        }
 
        public static NormalizeMinMax CreateNormalizeMinMax(NormalizeMinMaxOption defaultOption, SearchSpace<NormalizeMinMaxOption> searchSpace = null)
        {
            if(searchSpace == null){
                searchSpace = new SearchSpace<NormalizeMinMaxOption>(defaultOption);
            }
 
            return new NormalizeMinMax(defaultOption, searchSpace);
        }
 
        public static FeaturizeText CreateFeaturizeText(FeaturizeTextOption defaultOption, SearchSpace<FeaturizeTextOption> searchSpace = null)
        {
            if(searchSpace == null){
                searchSpace = new SearchSpace<FeaturizeTextOption>(defaultOption);
            }
 
            return new FeaturizeText(defaultOption, searchSpace);
        }
 
        public static NormalizeText CreateNormalizeText(NormalizeTextOption defaultOption, SearchSpace<NormalizeTextOption> searchSpace = null)
        {
            if(searchSpace == null){
                searchSpace = new SearchSpace<NormalizeTextOption>(defaultOption);
            }
 
            return new NormalizeText(defaultOption, searchSpace);
        }
 
        public static ConvertType CreateConvertType(ConvertTypeOption defaultOption, SearchSpace<ConvertTypeOption> searchSpace = null)
        {
            if(searchSpace == null){
                searchSpace = new SearchSpace<ConvertTypeOption>(defaultOption);
            }
 
            return new ConvertType(defaultOption, searchSpace);
        }
 
        public static MapValueToKey CreateMapValueToKey(MapValueToKeyOption defaultOption, SearchSpace<MapValueToKeyOption> searchSpace = null)
        {
            if(searchSpace == null){
                searchSpace = new SearchSpace<MapValueToKeyOption>(defaultOption);
            }
 
            return new MapValueToKey(defaultOption, searchSpace);
        }
 
        public static ApplyOnnxModel CreateApplyOnnxModel(ApplyOnnxModelOption defaultOption, SearchSpace<ApplyOnnxModelOption> searchSpace = null)
        {
            if(searchSpace == null){
                searchSpace = new SearchSpace<ApplyOnnxModelOption>(defaultOption);
            }
 
            return new ApplyOnnxModel(defaultOption, searchSpace);
        }
 
        public static ResizeImages CreateResizeImages(ResizeImageOption defaultOption, SearchSpace<ResizeImageOption> searchSpace = null)
        {
            if(searchSpace == null){
                searchSpace = new SearchSpace<ResizeImageOption>(defaultOption);
            }
 
            return new ResizeImages(defaultOption, searchSpace);
        }
 
        public static ExtractPixels CreateExtractPixels(ExtractPixelsOption defaultOption, SearchSpace<ExtractPixelsOption> searchSpace = null)
        {
            if(searchSpace == null){
                searchSpace = new SearchSpace<ExtractPixelsOption>(defaultOption);
            }
 
            return new ExtractPixels(defaultOption, searchSpace);
        }
 
        public static LoadImages CreateLoadImages(LoadImageOption defaultOption, SearchSpace<LoadImageOption> searchSpace = null)
        {
            if(searchSpace == null){
                searchSpace = new SearchSpace<LoadImageOption>(defaultOption);
            }
 
            return new LoadImages(defaultOption, searchSpace);
        }
 
        public static DnnFeaturizerImage CreateDnnFeaturizerImage(DnnFeaturizerImageOption defaultOption, SearchSpace<DnnFeaturizerImageOption> searchSpace = null)
        {
            if(searchSpace == null){
                searchSpace = new SearchSpace<DnnFeaturizerImageOption>(defaultOption);
            }
 
            return new DnnFeaturizerImage(defaultOption, searchSpace);
        }
 
    }
}