public void TestDataWriterEngineDimensionAtObs(DataEnumType format, string dimAtObs)
        {
            string outfile = string.Format("{0}-{1}.xml", format, dimAtObs);
            DataType fromEnum = DataType.GetFromEnum(format);
            using (Stream writer = File.Create(outfile))
            {
                IConceptSchemeMutableObject conceptScheme = new ConceptSchemeMutableCore { Id = "CONCEPTS_TEST", AgencyId = "TEST" };
                conceptScheme.AddName("en", "Dummy concept scheme build for this tests");

                ////conceptScheme.Annotations.Add(new AnnotationMutableCore() { Id = "ANNOTABLETEST", Title = "Test", Type = "ATYPE" });
                conceptScheme.FinalStructure = TertiaryBool.GetFromEnum(TertiaryBoolEnumType.True);

                IConceptSchemeObject parent = conceptScheme.ImmutableInstance;

                IConceptObject freqConcept = CreateConcept(parent, "FREQ", "Frequency");

                IConceptObject adjustmentConcept = CreateConcept(parent, "ADJUSTMENT", "The Adjustment");

                IConceptObject activityConcpet = CreateConcept(parent, "STS_ACTIVITY", "Name of activity ");

                IConceptObject timeDimensionConcpet = CreateConcept(parent, "TIME_PERIOD", "Name of  Time Period");
                IConceptObject decimalsConcept = CreateConcept(parent, "DECIMALS", "Name of concept");

                IConceptObject obsConcept = CreateConcept(parent, "OBS_VALUE", "Name of  observation value");

                ICodelistObject freqCl = CreateCodelist("CL_FREQ", "Freq codelist", "Q", "A", "M");
                ICodelistObject adjCl = CreateCodelist("CL_ADJUSTMENT", "Adjustment codelist", "N", "S", "W");
                ICodelistObject actCl = CreateCodelist("CL_ACTIVITY", "Activity codelist", "A", "B", "C");
                ICodelistObject deciCl = CreateCodelist("CL_DECIMALS", "DECIMALS codelist", "1", "2", "0");

                IDataStructureMutableObject mutable = new DataStructureMutableCore { Id = "TEST_DSD", AgencyId = "TEST" };
                mutable.AddName("en", "FOO BAR");
                mutable.AddDimension(
                    new DimensionMutableCore { ConceptRef = freqConcept.AsReference, FrequencyDimension = true, Representation = new RepresentationMutableCore { Representation = freqCl.AsReference } });
                mutable.AddDimension(new DimensionMutableCore { ConceptRef = adjustmentConcept.AsReference, Representation = new RepresentationMutableCore { Representation = adjCl.AsReference } });
                mutable.AddDimension(new DimensionMutableCore { ConceptRef = activityConcpet.AsReference, Representation = new RepresentationMutableCore { Representation = actCl.AsReference } });
                mutable.AddDimension(new DimensionMutableCore { ConceptRef = timeDimensionConcpet.AsReference, TimeDimension = true });

                IList<string> dimList = new List<string> { freqConcept.Id, adjustmentConcept.Id, adjustmentConcept.Id };
                var attributeMutableCore = new AttributeMutableCore
                                               {
                                                   ConceptRef = decimalsConcept.AsReference, 
                                                   Representation = new RepresentationMutableCore { Representation = deciCl.AsReference }, 
                                                   AttachmentLevel = AttributeAttachmentLevel.DimensionGroup, 
                                                   AssignmentStatus = AttributeAssignmentStatus.Mandatory.ToString()
                                               };
                attributeMutableCore.DimensionReferences.AddAll(dimList);
                mutable.AddAttribute(attributeMutableCore);

                mutable.PrimaryMeasure = new PrimaryMeasureMutableCore { ConceptRef = obsConcept.AsReference };

                var manager = new DataWriterManager();
                IDataWriterEngine dataWriter = manager.GetDataWriterEngine(new SdmxDataFormatCore(fromEnum), writer);

                IDataStructureObject dataStructureObject = mutable.ImmutableInstance;
                IList<IDatasetStructureReference> structures = new List<IDatasetStructureReference> { new DatasetStructureReferenceCore(null, dataStructureObject.AsReference, null, null, dimAtObs) };
                IList<IParty> receiver = new List<IParty> { new PartyCore(new List<ITextTypeWrapper>(), "ZZ9", new List<IContact>(), null) };
                var sender = new PartyCore(new List<ITextTypeWrapper> { new TextTypeWrapperImpl("en", "TEST SENDER", null) }, "ZZ1", null, null);
                IHeader header = new HeaderImpl(
                    null, 
                    structures, 
                    null, 
                    DatasetAction.GetFromEnum(DatasetActionEnumType.Information), 
                    "TEST_DATAFLOW", 
                    "DATASET_ID", 
                    null, 
                    DateTime.Now, 
                    DateTime.Now, 
                    null, 
                    null, 
                    new List<ITextTypeWrapper> { new TextTypeWrapperImpl("en", "test header name", null) }, 
                    new List<ITextTypeWrapper> { new TextTypeWrapperImpl("en", "source 1", null) }, 
                    receiver, 
                    sender, 
                    true);
                dataWriter.WriteHeader(header);

                dataWriter.StartDataset(null, dataStructureObject, new DatasetHeaderCore(null, DatasetAction.GetFromEnum(DatasetActionEnumType.Information), structures.First()));
                var sw = new Stopwatch();
                sw.Start();

                var startTime = new DateTime(2005, 1, 1);

                var series = (from f in freqCl.Items
                              from ad in adjCl.Items
                              from ac in actCl.Items
                              from t in Enumerable.Range(0, 100)
                              select new { Freq = f.Id, Adj = ad.Id, Activity = ac.Id, Time = BuildPeriodResolver(f.Id, startTime)(t) }).OrderBy(
                                  arg => BuildOrderBy(arg.Freq, arg.Adj, arg.Activity, arg.Time, dimAtObs)).ToArray();

                sw.Stop();
                Trace.WriteLine(sw.Elapsed);
                sw.Reset();

                sw.Start();
                string lastKey = null;
                int i = 0;
                foreach (var key in series)
                {
                    var currentKey = new List<string>();
                    string crossValue = null;
                    if (!string.Equals(freqConcept.Id, dimAtObs))
                    {
                        currentKey.Add(key.Freq);
                    }
                    else
                    {
                        crossValue = key.Freq;
                    }

                    if (!string.Equals(adjustmentConcept.Id, dimAtObs))
                    {
                        currentKey.Add(key.Adj);
                    }
                    else
                    {
                        crossValue = key.Adj;
                    }

                    if (!string.Equals(activityConcpet.Id, dimAtObs))
                    {
                        currentKey.Add(key.Activity);
                    }
                    else
                    {
                        crossValue = key.Activity;
                    }

                    if (!string.Equals(timeDimensionConcpet.Id, dimAtObs))
                    {
                        currentKey.Add(key.Time);
                    }
                    else
                    {
                        crossValue = key.Time;
                    }

                    var currentKeyValues = string.Join(",", currentKey);

                    if (lastKey == null || !lastKey.Equals(currentKeyValues))
                    {
                        lastKey = currentKeyValues;
                        i = 0;

                        dataWriter.StartSeries();
                        if (!string.Equals(freqConcept.Id, dimAtObs))
                        {
                            dataWriter.WriteSeriesKeyValue(freqConcept.Id, key.Freq);
                        }

                        if (!string.Equals(adjustmentConcept.Id, dimAtObs))
                        {
                            dataWriter.WriteSeriesKeyValue(adjustmentConcept.Id, key.Adj);
                        }

                        if (!string.Equals(activityConcpet.Id, dimAtObs))
                        {
                            dataWriter.WriteSeriesKeyValue(activityConcpet.Id, key.Activity);
                        }

                        if (!string.Equals(timeDimensionConcpet.Id, dimAtObs))
                        {
                            dataWriter.WriteSeriesKeyValue(timeDimensionConcpet.Id, key.Time);
                        }
                    }

                    dataWriter.WriteObservation(crossValue, i.ToString(CultureInfo.InvariantCulture));
                    i++;
                }

                dataWriter.Close();
                sw.Stop();
                Trace.WriteLine(sw.Elapsed);
            }

            if (fromEnum.BaseDataFormat.EnumType == BaseDataFormatEnumType.Generic)
            {
                var fileReadableDataLocation = new FileReadableDataLocation(outfile);

                XMLParser.ValidateXml(fileReadableDataLocation, fromEnum.SchemaVersion);
            }
        }
        public void TestDataWriterEngineMultiDataset(DataEnumType format)
        {
            string outfile = string.Format("{0}-multi.xml", format);
            DataType fromEnum = DataType.GetFromEnum(format);
            var objects = GetSdmxObjects();
            IDataStructureObject dataStructureObject = objects.DataStructures.First();
            var dataWriterManager = new DataWriterManager();
            var startTime = new DateTime(2012, 1, 1);
            
            using (Stream writer = File.Create(outfile))
            {
                using (IDataWriterEngine dataWriter = dataWriterManager.GetDataWriterEngine(new SdmxDataFormatCore(fromEnum), writer))
                {
                    var header = new HeaderImpl("IDTEST", "ZZ9");
                    dataWriter.WriteHeader(header);

                    IDatasetHeader dataSetHeader = new DatasetHeaderCore(
                        "UPDATE",
                        DatasetAction.GetFromEnum(DatasetActionEnumType.Replace),
                        new DatasetStructureReferenceCore(dataStructureObject.AsReference));
                    dataWriter.StartDataset(null, dataStructureObject, dataSetHeader);
                    dataWriter.StartSeries();
                    dataWriter.WriteSeriesKeyValue("FREQ", "M");
                    dataWriter.WriteSeriesKeyValue("REF_AREA", "DE");
                    dataWriter.WriteSeriesKeyValue("ADJUSTMENT", "N");
                    dataWriter.WriteSeriesKeyValue("STS_INDICATOR", "PROD");
                    dataWriter.WriteSeriesKeyValue("STS_ACTIVITY", "NS0030");
                    dataWriter.WriteSeriesKeyValue("STS_INSTITUTION", "1");
                    dataWriter.WriteSeriesKeyValue("STS_BASE_YEAR", "2000");
                    var getPeriod1 = GetPeriodFunc("M", startTime);
                    dataWriter.WriteAttributeValue("TIME_FORMAT", GetTimeFormat("M"));

                    for (int i = 0; i < 5; i++)
                    {
                        string period = getPeriod1(i);
                        dataWriter.WriteObservation(period, i.ToString(CultureInfo.InvariantCulture));
                        dataWriter.WriteAttributeValue("OBS_STATUS", "A");
                    }

                    IDatasetHeader dataSetHeaderDelete = new DatasetHeaderCore(
                        "DELETE",
                        DatasetAction.GetFromEnum(DatasetActionEnumType.Delete),
                        new DatasetStructureReferenceCore(dataStructureObject.AsReference));
                    dataWriter.StartDataset(null, dataStructureObject, dataSetHeaderDelete);
                    dataWriter.StartSeries();
                    dataWriter.WriteSeriesKeyValue("FREQ", "M");
                    dataWriter.WriteSeriesKeyValue("REF_AREA", "DE");
                    dataWriter.WriteSeriesKeyValue("ADJUSTMENT", "N");
                    dataWriter.WriteSeriesKeyValue("STS_INDICATOR", "PROD");
                    dataWriter.WriteSeriesKeyValue("STS_ACTIVITY", "NS0030");
                    dataWriter.WriteSeriesKeyValue("STS_INSTITUTION", "1");
                    dataWriter.WriteSeriesKeyValue("STS_BASE_YEAR", "2000");
                    var getPeriod = GetPeriodFunc("M", new DateTime(2006, 1, 1));

                    for (int i = 0; i < 5; i++)
                    {
                        string period = getPeriod(i);
                        dataWriter.WriteObservation(period, "NaN");
                    }

                    dataWriter.Close();
                }
            }

            if (fromEnum.BaseDataFormat.EnumType == BaseDataFormatEnumType.Generic)
            {
                var fileReadableDataLocation = new FileReadableDataLocation(outfile);

                XMLParser.ValidateXml(fileReadableDataLocation, fromEnum.SchemaVersion);
            }
        }
        public void TestDataWriterEngineAllDimensions(DataEnumType format)
        {
            string outfile = string.Format("{0}-alldim.xml", format);
            DataType fromEnum = DataType.GetFromEnum(format);
            using (Stream writer = File.Create(outfile))
            {
                IConceptSchemeMutableObject conceptScheme = new ConceptSchemeMutableCore { Id = "CONCEPTS_TEST", AgencyId = "TEST" };
                conceptScheme.AddName("en", "Dummy concept scheme build for this tests");

                ////conceptScheme.Annotations.Add(new AnnotationMutableCore() { Id = "ANNOTABLETEST", Title = "Test", Type = "ATYPE" });
                conceptScheme.FinalStructure = TertiaryBool.GetFromEnum(TertiaryBoolEnumType.True);

                IConceptSchemeObject parent = conceptScheme.ImmutableInstance;

                IConceptObject freqConcept = CreateConcept(parent, "FREQ", "Frequency");

                IConceptObject adjustmentConcept = CreateConcept(parent, "ADJUSTMENT", "The Adjustment");

                IConceptObject activityConcpet = CreateConcept(parent, "STS_ACTIVITY", "Name of activity ");

                IConceptObject timeDimensionConcpet = CreateConcept(parent, "TIME_PERIOD", "Name of  Time Period");
                IConceptObject decimalsConcept = CreateConcept(parent, "DECIMALS", "Name of concept");

                IConceptObject obsConcept = CreateConcept(parent, "OBS_VALUE", "Name of  observation value");

                ICodelistObject freqCl = CreateCodelist("CL_FREQ", "Freq codelist", "Q", "A", "M");
                ICodelistObject adjCl = CreateCodelist("CL_ADJUSTMENT", "Adjustment codelist", "N", "S", "W");
                ICodelistObject actCl = CreateCodelist("CL_ACTIVITY", "Activity codelist", "A", "B", "C");
                ICodelistObject deciCl = CreateCodelist("CL_DECIMALS", "DECIMALS codelist", "1", "2", "0");

                IDataStructureMutableObject mutable = new DataStructureMutableCore { Id = "TEST_DSD", AgencyId = "TEST" };
                mutable.AddName("en", "FOO BAR");
                mutable.AddDimension(
                    new DimensionMutableCore { ConceptRef = freqConcept.AsReference, FrequencyDimension = true, Representation = new RepresentationMutableCore { Representation = freqCl.AsReference } });
                mutable.AddDimension(new DimensionMutableCore { ConceptRef = adjustmentConcept.AsReference, Representation = new RepresentationMutableCore { Representation = adjCl.AsReference } });
                mutable.AddDimension(new DimensionMutableCore { ConceptRef = activityConcpet.AsReference, Representation = new RepresentationMutableCore { Representation = actCl.AsReference } });
                mutable.AddDimension(new DimensionMutableCore { ConceptRef = timeDimensionConcpet.AsReference, TimeDimension = true });

                IList<string> dimList = new List<string> { freqConcept.Id, adjustmentConcept.Id, adjustmentConcept.Id };
                var attributeMutableCore = new AttributeMutableCore
                                               {
                                                   ConceptRef = decimalsConcept.AsReference, 
                                                   Representation = new RepresentationMutableCore { Representation = deciCl.AsReference }, 
                                                   AttachmentLevel = AttributeAttachmentLevel.DimensionGroup, 
                                                   AssignmentStatus = AttributeAssignmentStatus.Mandatory.ToString()
                                               };
                attributeMutableCore.DimensionReferences.AddAll(dimList);
                mutable.AddAttribute(attributeMutableCore);

                mutable.PrimaryMeasure = new PrimaryMeasureMutableCore { ConceptRef = obsConcept.AsReference };

                var manager = new DataWriterManager();
                IDataWriterEngine dataWriter = manager.GetDataWriterEngine(new SdmxDataFormatCore(fromEnum), writer);

                IDataStructureObject dataStructureObject = mutable.ImmutableInstance;
                IList<IDatasetStructureReference> structures = new List<IDatasetStructureReference>
                                                                   {
                                                                       new DatasetStructureReferenceCore(
                                                                           null, 
                                                                           dataStructureObject.AsReference, 
                                                                           null, 
                                                                           null, 
                                                                           DatasetStructureReference.AllDimensions)
                                                                   };
                IList<IParty> receiver = new List<IParty> { new PartyCore(new List<ITextTypeWrapper>(), "ZZ9", new List<IContact>(), null) };
                var sender = new PartyCore(new List<ITextTypeWrapper> { new TextTypeWrapperImpl("en", "TEST SENDER", null) }, "ZZ1", null, null);
                IHeader header = new HeaderImpl(
                    null, 
                    structures, 
                    null, 
                    DatasetAction.GetFromEnum(DatasetActionEnumType.Information), 
                    "TEST_DATAFLOW", 
                    "DATASET_ID", 
                    null, 
                    DateTime.Now, 
                    DateTime.Now, 
                    null, 
                    null, 
                    new List<ITextTypeWrapper> { new TextTypeWrapperImpl("en", "test header name", null) }, 
                    new List<ITextTypeWrapper> { new TextTypeWrapperImpl("en", "source 1", null) }, 
                    receiver, 
                    sender, 
                    true);
                dataWriter.WriteHeader(header);

                dataWriter.StartDataset(null, dataStructureObject, new DatasetHeaderCore(null, DatasetAction.GetFromEnum(DatasetActionEnumType.Information), structures.First()));
                var sw = new Stopwatch();
                sw.Start();
                var series = from f in freqCl.Items from ad in adjCl.Items from ac in actCl.Items select new { f, ad, ac };

                sw.Stop();
                Trace.WriteLine(sw.Elapsed);
                sw.Reset();

                var startTime = new DateTime(2005, 1, 1);
                sw.Start();
                foreach (var key in series)
                {
                    dataWriter.StartSeries();
                    dataWriter.WriteSeriesKeyValue(freqConcept.Id, key.f.Id);
                    dataWriter.WriteSeriesKeyValue(adjustmentConcept.Id, key.ad.Id);
                    dataWriter.WriteSeriesKeyValue(activityConcpet.Id, key.ac.Id);

                    Func<int, string> getPeriod = null;
                    switch (key.f.Id)
                    {
                        case "Q":
                            getPeriod = i =>
                                {
                                    DateTime months = startTime.AddMonths(3 * i);
                                    return DateUtil.FormatDate(months, TimeFormatEnumType.QuarterOfYear);
                                };
                            dataWriter.WriteAttributeValue(decimalsConcept.Id, "1");
                            break;
                        case "A":
                            getPeriod = i =>
                                {
                                    DateTime months = startTime.AddMonths(12 * i);
                                    return DateUtil.FormatDate(months, TimeFormatEnumType.Year);
                                };
                            dataWriter.WriteAttributeValue(decimalsConcept.Id, "0");
                            break;
                        case "M":
                            getPeriod = i =>
                                {
                                    DateTime months = startTime.AddMonths(i + 1);
                                    return DateUtil.FormatDate(months, TimeFormatEnumType.Month);
                                };
                            dataWriter.WriteAttributeValue(decimalsConcept.Id, "2");
                            break;
                        default:
                            Assert.Fail("Test bug. Check CL_FREQ codes");
                            break;
                    }

                    for (int i = 0; i < 100; i++)
                    {
                        string period = getPeriod(i);
                        dataWriter.WriteObservation(DimensionObject.TimeDimensionFixedId, period, i.ToString(CultureInfo.InvariantCulture));
                    }
                }

                dataWriter.Close();
                sw.Stop();
                Trace.WriteLine(sw.Elapsed);
            }

            if (fromEnum.BaseDataFormat.EnumType == BaseDataFormatEnumType.Generic)
            {
                var fileReadableDataLocation = new FileReadableDataLocation(outfile);

                XMLParser.ValidateXml(fileReadableDataLocation, fromEnum.SchemaVersion);
            }
        }
        public void TestDataWriterEngine(DataEnumType format)
        {
            string outfile = string.Format("{0}.xml", format);
            DataType fromEnum = DataType.GetFromEnum(format);
            var objects = GetSdmxObjects();
            IDataStructureObject dataStructureObject = objects.DataStructures.First();
            dynamic series = BuildSeries(objects);
            var dataWriterManager = new DataWriterManager();
            var startTime = new DateTime(2005, 1, 1);
            using (Stream writer = File.Create(outfile))
            {
                Stopwatch sw;
                using (IDataWriterEngine dataWriter = dataWriterManager.GetDataWriterEngine(new SdmxDataFormatCore(fromEnum), writer))
                {
                    var header = GetHeader(dataStructureObject);
                    dataWriter.WriteHeader(header);

                    dataWriter.StartDataset(null, dataStructureObject, null);
                    sw = new Stopwatch();
                    sw.Start();

                    sw.Stop();
                    Trace.WriteLine(sw.Elapsed);
                    sw.Reset();

                    sw.Start();
                    foreach (var key in series)
                    {
                        dataWriter.StartSeries();
                        dataWriter.WriteSeriesKeyValue("FREQ", key.f.Id);
                        dataWriter.WriteSeriesKeyValue("REF_AREA", "DE");
                        dataWriter.WriteSeriesKeyValue("ADJUSTMENT", key.ad.Id);
                        dataWriter.WriteSeriesKeyValue("STS_INDICATOR", "PROD");
                        dataWriter.WriteSeriesKeyValue("STS_ACTIVITY", key.ac.Id);
                        dataWriter.WriteSeriesKeyValue("STS_INSTITUTION", "1");
                        dataWriter.WriteSeriesKeyValue("STS_BASE_YEAR", "2000");
                        var getPeriod = GetPeriodFunc(key.f.Id, startTime);
                        dataWriter.WriteAttributeValue("TIME_FORMAT", GetTimeFormat(key.f.Id));

                        for (int i = 0; i < 10; i++)
                        {
                            string period = getPeriod(i);
                            dataWriter.WriteObservation(period, i.ToString(CultureInfo.InvariantCulture));
                            dataWriter.WriteAttributeValue("OBS_STATUS", "A");
                        }
                    }

                    dataWriter.Close();
                }
                sw.Stop();
                Trace.WriteLine(sw.Elapsed);
            }

            if (fromEnum.BaseDataFormat.EnumType == BaseDataFormatEnumType.Generic)
            {
                var fileReadableDataLocation = new FileReadableDataLocation(outfile);

                XMLParser.ValidateXml(fileReadableDataLocation, fromEnum.SchemaVersion);
            }

            var dataReaderManager = new DataReaderManager();
            int dataSetCount = 0;
            using (var location = new FileReadableDataLocation(outfile))
            using (var reader = dataReaderManager.GetDataReaderEngine(location, dataStructureObject, null))
            {
                while (reader.MoveNextDataset())
                {
                    Assert.IsEmpty(reader.DatasetAttributes);
                    dataSetCount++;
                    int seriesCount = 0;
                    while (reader.MoveNextKeyable())
                    {
                        var keyValues = reader.CurrentKey;
                        if (keyValues.Series)
                        {
                            dynamic expectedSeries = series[seriesCount];
                            Assert.AreEqual(keyValues.Key.First(k => k.Concept.Equals("FREQ")).Code, expectedSeries.f.Id);
                            Assert.AreEqual(keyValues.Key.First(k => k.Concept.Equals("ADJUSTMENT")).Code, expectedSeries.ad.Id);
                            Assert.AreEqual(keyValues.Key.First(k => k.Concept.Equals("STS_ACTIVITY")).Code, expectedSeries.ac.Id);
                            Assert.AreEqual(keyValues.Key.First(k => k.Concept.Equals("REF_AREA")).Code, "DE");
                            Assert.AreEqual(keyValues.Key.First(k => k.Concept.Equals("STS_INDICATOR")).Code, "PROD");
                            Assert.AreEqual(keyValues.Key.First(k => k.Concept.Equals("STS_INSTITUTION")).Code, "1");
                            Assert.AreEqual(keyValues.Key.First(k => k.Concept.Equals("STS_BASE_YEAR")).Code, "2000");
                            if (fromEnum.SchemaVersion != SdmxSchemaEnumType.Edi)
                            {
                                Assert.AreEqual(keyValues.Attributes.First(k => k.Concept.Equals("TIME_FORMAT")).Code, GetTimeFormat(expectedSeries.f.Id));
                            }

                            seriesCount++;
                            var getPeriod = GetPeriodFunc(expectedSeries.f.Id, startTime);
                            int obsCount = 0;
                            while (reader.MoveNextObservation())
                            {
                                var currentObservation = reader.CurrentObservation;
                                Assert.AreEqual(obsCount.ToString(CultureInfo.InvariantCulture), currentObservation.ObservationValue);
                                Assert.AreEqual(getPeriod(obsCount), currentObservation.ObsTime);
                                obsCount++;
                            }

                            Assert.AreEqual(10, obsCount);
                        }
                    }

                    Assert.AreEqual(series.Length, seriesCount);
                }

                Assert.AreEqual(1, dataSetCount);
            }
            
        }