SiLeBAT/FSK-Lab

package metadata.swagger;

import java.math.BigDecimal;
import java.util.HashMap;

import org.apache.poi.ss.usermodel.Cell;
import org.apache.poi.ss.usermodel.CellType;
import org.apache.poi.ss.usermodel.Row;
import org.apache.poi.ss.usermodel.Sheet;
import org.threeten.bp.LocalDate;

import de.bund.bfr.metadata.swagger.Assay;
import de.bund.bfr.metadata.swagger.Contact;
import de.bund.bfr.metadata.swagger.DoseResponseModel;
import de.bund.bfr.metadata.swagger.DoseResponseModelGeneralInformation;
import de.bund.bfr.metadata.swagger.DoseResponseModelModelMath;
import de.bund.bfr.metadata.swagger.DoseResponseModelScope;
import de.bund.bfr.metadata.swagger.Laboratory;
import de.bund.bfr.metadata.swagger.Model;
import de.bund.bfr.metadata.swagger.ModelCategory;
import de.bund.bfr.metadata.swagger.Parameter;
import de.bund.bfr.metadata.swagger.PredictiveModelDataBackground;
import de.bund.bfr.metadata.swagger.QualityMeasures;
import de.bund.bfr.metadata.swagger.Reference;
import de.bund.bfr.metadata.swagger.Study;
import de.bund.bfr.metadata.swagger.StudySample;

public class DoseResponseSheetImporter implements SheetImporter {

    private int GENERAL_INFORMATION__NAME = 1;
    private int GENERAL_INFORMATION__SOURCE = 2;
    private int GENERAL_INFORMATION__IDENTIFIER = 3;
    private int GENERAL_INFORMATION_CREATION_DATE = 6;
    private int GENERAL_INFORMATION__RIGHTS = 8;
    private int GENERAL_INFORMATION__AVAILABLE = 9;
    private int GENERAL_INFORMATION__URL = 10;
    private int GENERAL_INFORMATION__FORMAT = 11;
    private int GENERAL_INFORMATION__LANGUAGE = 24;
    private int GENERAL_INFORMATION__SOFTWARE = 25;
    private int GENERAL_INFORMATION__LANGUAGE_WRITTEN_IN = 26;
    private int GENERAL_INFORMATION__STATUS = 32;
    private int GENERAL_INFORMATION__OBJECTIVE = 33;
    private int GENERAL_INFORMATION__DESCRIPTION = 34;

    private int MODEL_CATEGORY__MODEL_CLASS = 27;
    private int MODEL_CATEGORY__MODEL_SUB_CLASS = 28;
    private int MODEL_CATEGORY__CLASS_COMMENT = 29;
    private int MODEL_CATEGORY__BASIC_PROCESS = 30;

    private int QUALITY_MEASURES__SSE = 107;
    private int QUALITY_MEASURES__MSE = 108;
    private int QUALITY_MEASURES__RMSE = 109;
    private int QUALITY_MEASURES__RSQUARE = 110;
    private int QUALITY_MEASURES__AIC = 111;
    private int QUALITY_MEASURES__BIC = 112;

    private int SCOPE__GENERAL_COMMENT = 62;
    private int SCOPE__TEMPORAL_INFORMATION = 63;

    private int STUDY__STUDY_IDENTIFIER = 66;
    private int STUDY__STUDY_TITLE = 67;
    private int STUDY__STUDY_DESCRIPTION = 68;
    private int STUDY__STUDY_DESIGN_TYPE = 69;
    private int STUDY__STUDY_ASSAY_MEASUREMENT_TYPE = 70;
    private int STUDY__STUDY_ASSAY_TECHNOLOGY_TYPE = 71;
    private int STUDY__STUDY_ASSAY_TECHNOLOGY_PLATFORM = 72;
    private int STUDY__ACCREDITATION_PROCEDURE_FOR_THE_ASSAY_TECHNOLOGY = 73;
    private int STUDY__STUDY_PROTOCOL_NAME = 74;
    private int STUDY__STUDY_PROTOCOL_TYPE = 75;
    private int STUDY__STUDY_PROTOCOL_DESCRIPTION = 76;
    private int STUDY__STUDY_PROTOCOL_URI = 77;
    private int STUDY__STUDY_PROTOCOL_VERSION = 78;
    private int STUDY__STUDY_PROTOCOL_PARAMETERS_NAME = 79;
    private int STUDY__STUDY_PROTOCOL_COMPONENTS_NAME = 80;
    private int STUDY__STUDY_PROTOCOL_COMPONENTS_TYPE = 81;

    private int GI_CREATOR_ROW = 3;
    private int GI_REFERENCE_ROW = 14;
    private int SCOPE_PRODHAZPOP_ROW = 38;
    private int BG_STUDY_SAMPLE_ROW = 85;

    private int BG_LABORATORY_ROW = 92;
    private int BG_ASSAY_ROW = 99;

    private int MM_PARAMETER_ROW = 116;

    /** Columns for each of the properties of Creator. */
    private final HashMap<String, Integer> creatorColumns;

    /** Columns for each of the properties of Author. */
    private final HashMap<String, Integer> authorColumns;

    /** Columns for each of the properties of Laboratory. */
    private final HashMap<String, Integer> laboratoryColumns;

    /** Columns for each of the properties of Reference. */
    private final HashMap<String, Integer> referenceColumns;

    /** Columns for each of the properties of Parameter. */
    private final HashMap<String, Integer> parameterColumns;

    /** Columns for each of the properties of StudySample. */
    private final HashMap<String, Integer> sampleColumns;

    /** Columns for each of the properties of Hazard. */
    private final HashMap<String, Integer> hazardColumns;
    
    /** Columns for each of the properties of PopulationGroup. */
    private final HashMap<String, Integer> populationColumns;

    /** Columns for each of the properties of Assay. */
    private final HashMap<String, Integer> assayColumns;

    public DoseResponseSheetImporter() {

        laboratoryColumns = new HashMap<>();
        laboratoryColumns.put("accreditation", L);
        laboratoryColumns.put("name", M);
        laboratoryColumns.put("country", N);

        referenceColumns = new HashMap<>();
        referenceColumns.put("referenceDescription", K);
        referenceColumns.put("type", L);
        referenceColumns.put("date", M);
        referenceColumns.put("pmid", N);
        referenceColumns.put("doi", O);
        referenceColumns.put("author", P);
        referenceColumns.put("title", Q);
        referenceColumns.put("abstract", R);
        referenceColumns.put("status", T);
        referenceColumns.put("website", U);
        referenceColumns.put("comment", V);

        parameterColumns = new HashMap<>();
        parameterColumns.put("id", K);
        parameterColumns.put("classification", L);
        parameterColumns.put("name", M);
        parameterColumns.put("description", N);
        parameterColumns.put("unit", O);
        parameterColumns.put("unitCategory", P);
        parameterColumns.put("dataType", Q);
        parameterColumns.put("source", R);
        parameterColumns.put("subject", S);
        parameterColumns.put("distribution", T);
        parameterColumns.put("value", U);
        parameterColumns.put("reference", V);
        parameterColumns.put("variability", W);
        parameterColumns.put("max", X);
        parameterColumns.put("min", Y);
        parameterColumns.put("error", Z);

        creatorColumns = new HashMap<>();
        creatorColumns.put("mail", R);
        creatorColumns.put("title", K);
        creatorColumns.put("familyName", O);
        creatorColumns.put("givenName", M);
        creatorColumns.put("telephone", Q);
        creatorColumns.put("streetAddress", W);
        creatorColumns.put("country", S);
        creatorColumns.put("city", T);
        creatorColumns.put("zipCode", U);
        creatorColumns.put("region", Y);
        creatorColumns.put("organization", P);

        authorColumns = new HashMap<>();
        authorColumns.put("mail", AH);
        authorColumns.put("title", AA);
        authorColumns.put("familyName", AE);
        authorColumns.put("givenName", AC);
        authorColumns.put("telephone", AG);
        authorColumns.put("streetAddress", AM);
        authorColumns.put("country", AI);
        authorColumns.put("city", AJ);
        authorColumns.put("zipCode", AK);
        authorColumns.put("region", AO);
        authorColumns.put("organization", AF);

        sampleColumns = new HashMap<>();
        sampleColumns.put("sample", K);
        sampleColumns.put("protocolOfSampleCollection", L);
        sampleColumns.put("samplingStrategy", M);
        sampleColumns.put("samplingProgramType", N);
        sampleColumns.put("samplingMethod", O);
        sampleColumns.put("samplingPlan", P);
        sampleColumns.put("samplingWeight", Q);
        sampleColumns.put("samplingSize", R);
        sampleColumns.put("lotSizeUnit", S);
        sampleColumns.put("samplingPoint", T);

        hazardColumns = new HashMap<>();
        hazardColumns.put("type", K);
        hazardColumns.put("name", L);
        hazardColumns.put("description", M);
        hazardColumns.put("unit", N);
        hazardColumns.put("adverseEffect", O);
        hazardColumns.put("sourceOfContamination", P);
        hazardColumns.put("benchmarkDose", Q);
        hazardColumns.put("maximumResidueLimit", R);
        hazardColumns.put("noObservedAdverseAffectLevel", S);
        hazardColumns.put("lowestObservedAdverseAffectLevel", T);
        hazardColumns.put("acceptableOperatorsExposureLevel", U);
        hazardColumns.put("acuteReferenceDose", V);
        hazardColumns.put("acceptableDailyIntake", W);
        hazardColumns.put("indSum", X);

        assayColumns = new HashMap<>();
        assayColumns.put("name", K);
        assayColumns.put("description", L);
        assayColumns.put("moisturePercentage", M);
        assayColumns.put("fatPercentage", N);
        assayColumns.put("detectionLimit", O);
        assayColumns.put("quantificationLimit", P);
        assayColumns.put("leftCensoredData", Q);
        assayColumns.put("contaminationRange", R);
        assayColumns.put("uncertaintyValue", S);
        
        populationColumns = new HashMap<>();
        populationColumns.put("name", Y);
        populationColumns.put("targetPopulation", Z);
        populationColumns.put("span", AA);
        populationColumns.put("description", AB);
        populationColumns.put("age", AC);
        populationColumns.put("gender", AD);
        populationColumns.put("bmi", AE);
        populationColumns.put("diet", AF);
        populationColumns.put("consumption", AG);
        populationColumns.put("region", AH);
        populationColumns.put("country", AI);
        populationColumns.put("risk", AJ);
        populationColumns.put("season", AK);
    }

    private DoseResponseModelGeneralInformation retrieveGeneralInformation(Sheet sheet) {

        DoseResponseModelGeneralInformation information = new DoseResponseModelGeneralInformation();

        Cell nameCell = sheet.getRow(GENERAL_INFORMATION__NAME).getCell(I);
        if (nameCell.getCellTypeEnum() == CellType.STRING) {
            information.setModelName(nameCell.getStringCellValue());
        }

        Cell sourceCell = sheet.getRow(GENERAL_INFORMATION__SOURCE).getCell(I);
        if (sourceCell.getCellTypeEnum() == CellType.STRING) {
            information.setSource(sourceCell.getStringCellValue());
        }

        Cell identifierCell = sheet.getRow(GENERAL_INFORMATION__IDENTIFIER).getCell(I);
        if (identifierCell.getCellTypeEnum() == CellType.STRING) {
            information.setIdentifier(identifierCell.getStringCellValue());
        }

        for (int numRow = GI_CREATOR_ROW; numRow < GI_CREATOR_ROW + 6; numRow++) {

            Row row = sheet.getRow(numRow);

            try {
                Contact contact = ImporterUtils.retrieveContact(row, creatorColumns);
                information.addCreatorItem(contact);
            } catch (Exception exception) {
            }

            try {
                Contact author = ImporterUtils.retrieveContact(row, authorColumns);
                information.addAuthorItem(author);
            } catch (Exception exception) {
            }
        }

        Cell creationDateCell = sheet.getRow(GENERAL_INFORMATION_CREATION_DATE).getCell(I);
        if (creationDateCell.getCellTypeEnum() == CellType.NUMERIC) {
            LocalDate localDate = ImporterUtils.retrieveDate(creationDateCell);
            information.setCreationDate(localDate);
        }

        // TODO: modificationDate

        Cell rightsCell = sheet.getRow(GENERAL_INFORMATION__RIGHTS).getCell(I);
        if (rightsCell.getCellTypeEnum() == CellType.STRING) {
            information.setRights(rightsCell.getStringCellValue());
        }

        Cell isAvailableCell = sheet.getRow(GENERAL_INFORMATION__AVAILABLE).getCell(I);
        if (isAvailableCell.getCellTypeEnum() == CellType.STRING) {
            information.setAvailability(isAvailableCell.getStringCellValue());
        }

        Cell urlCell = sheet.getRow(GENERAL_INFORMATION__URL).getCell(I);
        if (urlCell.getCellTypeEnum() == CellType.STRING) {
            information.setUrl(urlCell.getStringCellValue());
        }

        Cell formatCell = sheet.getRow(GENERAL_INFORMATION__FORMAT).getCell(I);
        if (formatCell.getCellTypeEnum() == CellType.STRING) {
            information.setFormat(formatCell.getStringCellValue());
        }

        // reference (1..n)
        for (int numRow = GI_REFERENCE_ROW; numRow < (GI_REFERENCE_ROW + 3); numRow++) {
            try {
                Row row = sheet.getRow(numRow);
                Reference reference = ImporterUtils.retrieveReference(row, referenceColumns);
                information.addReferenceItem(reference);
            } catch (Exception exception) {
            }
        }

        Cell languageCell = sheet.getRow(GENERAL_INFORMATION__LANGUAGE).getCell(I);
        if (languageCell.getCellTypeEnum() == CellType.STRING) {
            information.setLanguage(languageCell.getStringCellValue());
        }

        Cell softwareCell = sheet.getRow(GENERAL_INFORMATION__SOFTWARE).getCell(I);
        if (softwareCell.getCellTypeEnum() == CellType.STRING) {
            information.setSoftware(softwareCell.getStringCellValue());
        }

        Cell languageWrittenInCell = sheet.getRow(GENERAL_INFORMATION__LANGUAGE_WRITTEN_IN).getCell(I);
        if (languageWrittenInCell.getCellTypeEnum() == CellType.STRING) {
            information.setLanguageWrittenIn(languageWrittenInCell.getStringCellValue());
        }

        // model category (0..n)
        try {
            ModelCategory category = retrieveModelCategory(sheet);
            information.setModelCategory(category);
        } catch (Exception exception) {
        }

        Cell statusCell = sheet.getRow(GENERAL_INFORMATION__STATUS).getCell(I);
        if (statusCell.getCellTypeEnum() == CellType.STRING) {
            information.setStatus(statusCell.getStringCellValue());
        }

        Cell objectiveCell = sheet.getRow(GENERAL_INFORMATION__OBJECTIVE).getCell(I);
        if (objectiveCell.getCellTypeEnum() == CellType.STRING) {
            information.setObjective(objectiveCell.getStringCellValue());
        }

        Cell descriptionCell = sheet.getRow(GENERAL_INFORMATION__DESCRIPTION).getCell(I);
        if (descriptionCell.getCellTypeEnum() == CellType.STRING) {
            information.setDescription(descriptionCell.getStringCellValue());
        }

        return information;
    }

    private PredictiveModelDataBackground retrieveBackground(Sheet sheet) {
        PredictiveModelDataBackground background = new PredictiveModelDataBackground();
        try {
            Study study = retrieveStudy(sheet);
            background.setStudy(study);
        } catch (Exception exception) {
        }

        for (int numrow = this.BG_STUDY_SAMPLE_ROW; numrow < (this.BG_STUDY_SAMPLE_ROW + 3); numrow++) {
            try {
                Row row = sheet.getRow(numrow);
                StudySample sample = ImporterUtils.retrieveStudySample(row, sampleColumns);
                background.addStudySampleItem(sample);
            } catch (Exception exception) {
            }
        }

        for (int numrow = this.BG_LABORATORY_ROW; numrow < (this.BG_LABORATORY_ROW + 3); numrow++) {
            try {
                Row row = sheet.getRow(numrow);
                Laboratory laboratory = ImporterUtils.retrieveLaboratory(row, laboratoryColumns);
                background.addLaboratoryItem(laboratory);
            } catch (Exception exception) {
            }
        }

        for (int numrow = this.BG_ASSAY_ROW; numrow < (this.BG_ASSAY_ROW + 3); numrow++) {
            try {
                Row row = sheet.getRow(numrow);
                Assay assay = ImporterUtils.retrieveAssay(row, assayColumns);
                background.addAssayItem(assay);
            } catch (Exception exception) {
                // ignore errors since Assay is optional
            }
        }

        return background;
    }

    private DoseResponseModelScope retrieveScope(Sheet sheet) {

        DoseResponseModelScope scope = new DoseResponseModelScope();
        // col_offset = 12;

        for (int numrow = SCOPE_PRODHAZPOP_ROW; numrow <= (SCOPE_PRODHAZPOP_ROW + 11); numrow++) {

            Row row = sheet.getRow(numrow);

            try {
                scope.addHazardItem(ImporterUtils.retrieveHazard(row, hazardColumns));
            } catch (IllegalArgumentException exception) {
                // ignore exception since products are optional (*)
            }

            try {
                scope.addPopulationGroupItem(ImporterUtils.retrievePopulationGroup(row, populationColumns));
            } catch (IllegalArgumentException exception) {
                // ignore exception since population groups are optional (*)
            }
        }

        Cell generalCommentCell = sheet.getRow(SCOPE__GENERAL_COMMENT).getCell(I);
        if (generalCommentCell.getCellTypeEnum() == CellType.STRING) {
            scope.setGeneralComment(generalCommentCell.getStringCellValue());
        }

        Cell temporalInformationCell = sheet.getRow(SCOPE__TEMPORAL_INFORMATION).getCell(I);
        if (temporalInformationCell.getCellTypeEnum() == CellType.STRING) {
            scope.setTemporalInformation(temporalInformationCell.getStringCellValue());
        }

        // TODO: Spatial information

        return scope;
    }

    private DoseResponseModelModelMath retrieveModelMath(Sheet sheet) {

        DoseResponseModelModelMath math = new DoseResponseModelModelMath();

        for (int rownum = MM_PARAMETER_ROW; rownum < sheet.getLastRowNum(); rownum++) {
            try {
                Row row = sheet.getRow(rownum);
                Parameter param = ImporterUtils.retrieveParameter(row, parameterColumns);
                math.addParameterItem(param);
            } catch (Exception exception) {
                // ...
            }
        }

        try {
            QualityMeasures measures = retrieveQualityMeasures(sheet);
            math.addQualityMeasuresItem(measures);
        } catch (Exception exception) {
            // ...
        }

        return math;
    }

    private ModelCategory retrieveModelCategory(Sheet sheet) {
        // Check mandatory properties and throw exception if missing
        if (sheet.getRow(MODEL_CATEGORY__MODEL_CLASS).getCell(I).getCellTypeEnum() != CellType.STRING) {
            throw new IllegalArgumentException("Missing model class");
        }

        ModelCategory category = new ModelCategory();

        category.setModelClass(sheet.getRow(MODEL_CATEGORY__MODEL_CLASS).getCell(I).getStringCellValue());

        Cell subClassCell = sheet.getRow(MODEL_CATEGORY__MODEL_SUB_CLASS).getCell(I);
        if (subClassCell.getCellTypeEnum() == CellType.STRING) {
            category.addModelSubClassItem(subClassCell.getStringCellValue());
        }

        Cell modelClassCommentCell = sheet.getRow(MODEL_CATEGORY__CLASS_COMMENT).getCell(I);
        if (modelClassCommentCell.getCellTypeEnum() == CellType.STRING) {
            category.setModelClassComment(modelClassCommentCell.getStringCellValue());
        }

        Cell basicProcessCell = sheet.getRow(MODEL_CATEGORY__BASIC_PROCESS).getCell(I);
        if (basicProcessCell.getCellTypeEnum() == CellType.STRING) {
            category.addBasicProcessItem(basicProcessCell.getStringCellValue());
        }

        return category;
    }

    private Study retrieveStudy(Sheet sheet) {

        // Check first mandatory properties
        if (sheet.getRow(STUDY__STUDY_TITLE).getCell(I).getCellTypeEnum() != CellType.STRING) {
            throw new IllegalArgumentException("Missing study title");
        }

        Study study = new Study();

        Cell identifierCell = sheet.getRow(STUDY__STUDY_IDENTIFIER).getCell(I);
        if (identifierCell.getCellTypeEnum() == CellType.STRING) {
            study.setIdentifier(identifierCell.getStringCellValue());
        }

        study.setTitle(sheet.getRow(STUDY__STUDY_TITLE).getCell(I).getStringCellValue());

        Cell descriptionCell = sheet.getRow(STUDY__STUDY_DESCRIPTION).getCell(I);
        if (descriptionCell.getCellTypeEnum() == CellType.STRING) {
            study.setDescription(descriptionCell.getStringCellValue());
        }

        Cell designTypeCell = sheet.getRow(STUDY__STUDY_DESIGN_TYPE).getCell(I);
        if (designTypeCell.getCellTypeEnum() == CellType.STRING) {
            study.setDesignType(designTypeCell.getStringCellValue());
        }

        Cell measurementTypeCell = sheet.getRow(STUDY__STUDY_ASSAY_MEASUREMENT_TYPE).getCell(I);
        if (measurementTypeCell.getCellTypeEnum() == CellType.STRING) {
            study.setAssayMeasurementType(measurementTypeCell.getStringCellValue());
        }

        Cell technologyTypeCell = sheet.getRow(STUDY__STUDY_ASSAY_TECHNOLOGY_TYPE).getCell(I);
        if (technologyTypeCell.getCellTypeEnum() == CellType.STRING) {
            study.setAssayTechnologyType(technologyTypeCell.getStringCellValue());
        }

        Cell technologyPlatformCell = sheet.getRow(STUDY__STUDY_ASSAY_TECHNOLOGY_PLATFORM).getCell(I);
        if (technologyPlatformCell.getCellTypeEnum() == CellType.STRING) {
            study.setAssayTechnologyPlatform(technologyPlatformCell.getStringCellValue());
        }

        Cell accreditationProcedureCell = sheet.getRow(STUDY__ACCREDITATION_PROCEDURE_FOR_THE_ASSAY_TECHNOLOGY)
                .getCell(I);
        if (accreditationProcedureCell.getCellTypeEnum() == CellType.STRING) {
            study.setAccreditationProcedureForTheAssayTechnology(accreditationProcedureCell.getStringCellValue());
        }

        Cell protocolNameCell = sheet.getRow(STUDY__STUDY_PROTOCOL_NAME).getCell(I);
        if (protocolNameCell.getCellTypeEnum() == CellType.STRING) {
            study.setProtocolName(protocolNameCell.getStringCellValue());
        }

        Cell protocolTypeCell = sheet.getRow(STUDY__STUDY_PROTOCOL_TYPE).getCell(I);
        if (protocolTypeCell.getCellTypeEnum() == CellType.STRING) {
            study.setProtocolType(protocolTypeCell.getStringCellValue());
        }

        Cell protocolDescriptionCell = sheet.getRow(STUDY__STUDY_PROTOCOL_DESCRIPTION).getCell(I);
        if (protocolDescriptionCell.getCellTypeEnum() == CellType.STRING) {
            study.setProtocolDescription(protocolDescriptionCell.getStringCellValue());
        }

        Cell protocolURICell = sheet.getRow(STUDY__STUDY_PROTOCOL_URI).getCell(I);
        if (protocolURICell.getCellTypeEnum() == CellType.STRING) {
            study.setProtocolURI(protocolURICell.getStringCellValue());
        }

        Cell protocolVersionCell = sheet.getRow(STUDY__STUDY_PROTOCOL_VERSION).getCell(I);
        if (protocolVersionCell.getCellTypeEnum() == CellType.STRING) {
            study.setProtocolVersion(protocolVersionCell.getStringCellValue());
        }

        Cell parameterNameCell = sheet.getRow(STUDY__STUDY_PROTOCOL_PARAMETERS_NAME).getCell(I);
        if (parameterNameCell.getCellTypeEnum() == CellType.STRING) {
            study.setProtocolParametersName(parameterNameCell.getStringCellValue());
        }

        Cell componentNameCell = sheet.getRow(STUDY__STUDY_PROTOCOL_COMPONENTS_NAME).getCell(I);
        if (componentNameCell.getCellTypeEnum() == CellType.STRING) {
            study.setProtocolComponentsName(componentNameCell.getStringCellValue());
        }

        Cell componentTypeCell = sheet.getRow(STUDY__STUDY_PROTOCOL_COMPONENTS_TYPE).getCell(I);
        if (componentTypeCell.getCellTypeEnum() == CellType.STRING) {
            study.setProtocolComponentsType(componentTypeCell.getStringCellValue());
        }

        return study;
    }

    private QualityMeasures retrieveQualityMeasures(Sheet sheet) {
        QualityMeasures measures = new QualityMeasures();

        Cell sseCell = sheet.getRow(QUALITY_MEASURES__SSE).getCell(M);
        if (sseCell.getCellTypeEnum() == CellType.NUMERIC) {
            measures.setSse(BigDecimal.valueOf(sseCell.getNumericCellValue()));
        }

        Cell mseCell = sheet.getRow(QUALITY_MEASURES__MSE).getCell(M);
        if (mseCell.getCellTypeEnum() == CellType.NUMERIC) {
            measures.setMse(BigDecimal.valueOf(mseCell.getNumericCellValue()));
        }

        Cell rmseCell = sheet.getRow(QUALITY_MEASURES__RMSE).getCell(M);
        if (rmseCell.getCellTypeEnum() == CellType.NUMERIC) {
            measures.setRmse(BigDecimal.valueOf(rmseCell.getNumericCellValue()));
        }

        Cell rsquareCell = sheet.getRow(QUALITY_MEASURES__RSQUARE).getCell(M);
        if (rsquareCell.getCellTypeEnum() == CellType.NUMERIC) {
            measures.setRsquared(BigDecimal.valueOf(rsquareCell.getNumericCellValue()));
        }

        Cell aicCell = sheet.getRow(QUALITY_MEASURES__AIC).getCell(M);
        if (aicCell.getCellTypeEnum() == CellType.NUMERIC) {
            measures.setAic(BigDecimal.valueOf(aicCell.getNumericCellValue()));
        }

        Cell bicCell = sheet.getRow(QUALITY_MEASURES__BIC).getCell(M);
        if (bicCell.getCellTypeEnum() == CellType.NUMERIC) {
            measures.setBic(BigDecimal.valueOf(bicCell.getNumericCellValue()));
        }

        return measures;
    }

    @Override
    public Model retrieveModel(Sheet sheet) {
        DoseResponseModel model = new DoseResponseModel();
        model.setModelType("doseResponseModel");
        model.setGeneralInformation(retrieveGeneralInformation(sheet));
        model.setScope(retrieveScope(sheet));
        model.setDataBackground(retrieveBackground(sheet));
        model.setModelMath(retrieveModelMath(sheet));

        return model;
    }

}