1357 references to ToArray
Aspire.Dashboard (4)
Aspire.Hosting (3)
Aspire.Hosting.Nats (1)
Aspire.Hosting.Tests (1)
Aspire.RuntimeIdentifier.Tool (1)
Aspire.Workload.Tests (2)
BuildValidator (1)
CodeGenerator (1)
Crossgen2Tasks (6)
csc (1)
dotnet-dev-certs (1)
dotnet-svcutil (1)
dotnet-svcutil.xmlserializer (3)
dotnet-svcutil-lib (32)
dotnet-user-jwts (1)
HeaderPropagationSample (1)
IIS.Common.TestLib (1)
IIS.Microbenchmarks (2)
illink (5)
ILLink.RoslynAnalyzer (1)
InMemory.FunctionalTests (5)
InProcessWebSite (1)
Interop.FunctionalTests (3)
Keycloak.Web (1)
Microsoft.Analyzers.Local (2)
Microsoft.AspNetCore.Antiforgery.Test (1)
Microsoft.AspNetCore.Authentication.Cookies (2)
Microsoft.AspNetCore.Authentication.Core (2)
Microsoft.AspNetCore.Authentication.JwtBearer.Tools.Tests (1)
Microsoft.AspNetCore.Components (5)
Microsoft.AspNetCore.Components.Authorization (1)
Microsoft.AspNetCore.Components.Endpoints (4)
Microsoft.AspNetCore.Components.Performance (2)
Microsoft.AspNetCore.Components.Server (1)
Microsoft.AspNetCore.Components.Server.Tests (3)
Microsoft.AspNetCore.Components.WebAssembly (4)
Microsoft.AspNetCore.ConcurrencyLimiter.Microbenchmarks (2)
Microsoft.AspNetCore.CookiePolicy.Test (2)
Microsoft.AspNetCore.Diagnostics (1)
Microsoft.AspNetCore.Grpc.JsonTranscoding (1)
Microsoft.AspNetCore.Grpc.Microbenchmarks (2)
Microsoft.AspNetCore.Http (4)
Microsoft.AspNetCore.Http.Abstractions (3)
Microsoft.AspNetCore.Http.Abstractions.Microbenchmarks (2)
Microsoft.AspNetCore.Http.Connections (1)
Microsoft.AspNetCore.Http.Connections.Tests (1)
Microsoft.AspNetCore.Http.Microbenchmarks (2)
Microsoft.AspNetCore.Http.Tests (4)
Microsoft.AspNetCore.JsonPatch (1)
Microsoft.AspNetCore.Mvc.Api.Analyzers (1)
Microsoft.AspNetCore.Mvc.Core (11)
Microsoft.AspNetCore.Mvc.Core.Test (3)
Microsoft.AspNetCore.Mvc.IntegrationTests (2)
Microsoft.AspNetCore.Mvc.RazorPages (1)
Microsoft.AspNetCore.Mvc.RazorPages.Test (1)
Microsoft.AspNetCore.Mvc.Testing (1)
Microsoft.AspNetCore.Mvc.ViewFeatures (3)
Microsoft.AspNetCore.OpenApi.Microbenchmarks (2)
Microsoft.AspNetCore.OpenApi.Tests (1)
Microsoft.AspNetCore.OutputCaching (1)
Microsoft.AspNetCore.OutputCaching.Microbenchmarks (2)
Microsoft.AspNetCore.RequestDecompression.Microbenchmarks (2)
Microsoft.AspNetCore.ResponseCaching.Microbenchmarks (2)
Microsoft.AspNetCore.ResponseCompression.Microbenchmarks (2)
Microsoft.AspNetCore.Routing (17)
Microsoft.AspNetCore.Routing.Abstractions (2)
Microsoft.AspNetCore.Routing.Microbenchmarks (6)
Matching\JumpTableMultipleEntryBenchmark.cs (4)
47_linearSearch = new LinearSearchJumpTable(0, -1, entries.ToArray());
48_dictionary = new DictionaryJumpTable(0, -1, entries.ToArray());
49_trie = new ILEmitTrieJumpTable(0, -1, entries.ToArray(), vectorize: false, _dictionary);
50_vectorTrie = new ILEmitTrieJumpTable(0, -1, entries.ToArray(), vectorize: true, _dictionary);
Microsoft.AspNetCore.Routing.Tests (3)
Microsoft.AspNetCore.Security.Microbenchmarks (2)
Microsoft.AspNetCore.Server.HttpSys (2)
Microsoft.AspNetCore.Server.HttpSys.FunctionalTests (1)
Microsoft.AspNetCore.Server.HttpSys.Microbenchmarks (2)
Microsoft.AspNetCore.Server.IIS (2)
Microsoft.AspNetCore.Server.IntegrationTesting.IIS (1)
Microsoft.AspNetCore.Server.Kestrel.Core (3)
Microsoft.AspNetCore.Server.Kestrel.Core.Tests (7)
Microsoft.AspNetCore.Server.Kestrel.Microbenchmarks (3)
Microsoft.AspNetCore.Server.Kestrel.Transport.NamedPipes (1)
Microsoft.AspNetCore.Server.Kestrel.Transport.Quic (1)
Microsoft.AspNetCore.Server.Kestrel.Transport.Quic.Tests (2)
Microsoft.AspNetCore.Server.Kestrel.Transport.Sockets (1)
Microsoft.AspNetCore.Shared.Tests (19)
CommandLineApplicationTests.cs (16)
345Assert.Equal(arguments, app.RemainingArguments.ToArray());
389Assert.Equal(arguments, app.RemainingArguments.ToArray());
465Assert.Equal(arguments, app.RemainingArguments.ToArray());
508Assert.Equal(arguments, app.RemainingArguments.ToArray());
551Assert.Equal(arguments, app.RemainingArguments.ToArray());
565Assert.Equal(new[] { unexpectedOption, unexpectedValue }, app.RemainingArguments.ToArray());
580Assert.Equal(new[] { unexpectedOption, unexpectedValue }, app.RemainingArguments.ToArray());
597app.RemainingArguments.ToArray());
613app.RemainingArguments.ToArray());
628Assert.Equal(new[] { unexpectedOption, unexpectedValue }, app.RemainingArguments.ToArray());
733Assert.Equal(new[] { unexpectedOption, "run" }, testCmd.RemainingArguments.ToArray());
771Assert.Equal(arguments, app.RemainingArguments.ToArray());
924Assert.Equal(expectedRemaining, app.RemainingArguments.ToArray());
950Assert.Equal(expectedRemaining, app.RemainingArguments.ToArray());
977Assert.Equal(expectedRemaining, app.RemainingArguments.ToArray());
1004Assert.Equal(expectedRemaining, app.RemainingArguments.ToArray());
Microsoft.AspNetCore.SignalR.Client.Core (4)
HubConnection.cs (4)
750await InvokeStreamCore(connectionState, methodName, irq, args, streamIds?.ToArray(), cancellationToken).ConfigureAwait(false);
1095await InvokeCore(connectionState, methodName, irq, args, streamIds?.ToArray(), cancellationToken).ConfigureAwait(false);
1243var invocationMessage = new InvocationMessage(null, methodName, args, streamIds?.ToArray());
2059_copiedHandlers = _invocationHandlers.ToArray();
Microsoft.AspNetCore.SignalR.Client.FunctionalTests (1)
Microsoft.AspNetCore.SignalR.Client.Tests (2)
Microsoft.AspNetCore.SignalR.Common.Tests (1)
Microsoft.AspNetCore.SignalR.Microbenchmarks (3)
Microsoft.AspNetCore.SignalR.Protocols.Json (1)
Microsoft.AspNetCore.SignalR.Protocols.MessagePack (1)
Microsoft.AspNetCore.SignalR.Protocols.NewtonsoftJson (1)
Microsoft.AspNetCore.SignalR.Tests.Utils (1)
Microsoft.AspNetCore.WebSockets.Microbenchmarks (2)
Microsoft.AspNetCore.WebUtilities (1)
Microsoft.AspNetCore.WebUtilities.Microbenchmarks (3)
Microsoft.AspNetCore.WebUtilities.Tests (2)
Microsoft.Build (20)
Microsoft.Build.CommandLine.UnitTests (2)
Microsoft.Build.Engine.OM.UnitTests (1)
Microsoft.Build.Engine.UnitTests (4)
Microsoft.Build.Framework.UnitTests (1)
Microsoft.Build.Tasks.CodeAnalysis (3)
Microsoft.Build.Tasks.CodeAnalysis.UnitTests (1)
Microsoft.Build.Tasks.Core (77)
Microsoft.Build.Tasks.UnitTests (7)
Microsoft.Build.Utilities.Core (4)
Microsoft.Build.Utilities.UnitTests (1)
Microsoft.Cci.Extensions (2)
Microsoft.CodeAnalysis (4)
Microsoft.CodeAnalysis.CSharp (1)
Microsoft.CodeAnalysis.CSharp.CommandLine.UnitTests (1)
Microsoft.CodeAnalysis.CSharp.EditorFeatures.UnitTests (1)
Microsoft.CodeAnalysis.CSharp.Emit.UnitTests (1)
Microsoft.CodeAnalysis.CSharp.Emit3.UnitTests (2)
Microsoft.CodeAnalysis.CSharp.Syntax.UnitTests (1)
Microsoft.CodeAnalysis.CSharp.Test.Utilities (1)
Microsoft.CodeAnalysis.ExpressionEvaluator.FunctionResolver.UnitTests (2)
Microsoft.CodeAnalysis.ExpressionEvaluator.ResultProvider (2)
Microsoft.CodeAnalysis.ExpressionEvaluator.ResultProvider.Utilities (2)
Microsoft.CodeAnalysis.Rebuild.UnitTests (2)
Microsoft.CodeAnalysis.Scripting (1)
Microsoft.CodeAnalysis.Test.Utilities (4)
Microsoft.CodeAnalysis.UnitTests (1)
Microsoft.CodeAnalysis.VisualBasic (1)
Microsoft.CSharp (5)
Microsoft.Data.Analysis (2)
Microsoft.Data.Analysis.Tests (1)
Microsoft.DotNet.Arcade.Sdk (1)
Microsoft.DotNet.ArcadeAzureIntegration (1)
Microsoft.DotNet.Build.Tasks.Installers (19)
src\RpmBuilder.cs (19)
350entries.Add(new(RpmHeaderTag.FileDigests, RpmHeaderEntryType.StringArray, fileDigests.ToArray()));
351entries.Add(new(RpmHeaderTag.BaseNames, RpmHeaderEntryType.StringArray, baseNames.ToArray()));
352entries.Add(new(RpmHeaderTag.DirectoryNameIndices, RpmHeaderEntryType.Int32, directoryNameIndices.ToArray()));
353entries.Add(new(RpmHeaderTag.DirectoryNames, RpmHeaderEntryType.StringArray, directories.ToArray()));
354entries.Add(new(RpmHeaderTag.FileClass, RpmHeaderEntryType.Int32, fileClassIndices.ToArray()));
355entries.Add(new(RpmHeaderTag.FileClassDictionary, RpmHeaderEntryType.StringArray, fileClassDictionary.ToArray()));
356entries.Add(new(RpmHeaderTag.FileInode, RpmHeaderEntryType.Int32, inodes.ToArray()));
357entries.Add(new(RpmHeaderTag.FileSizes, RpmHeaderEntryType.Int32, fileSizes.ToArray()));
358entries.Add(new(RpmHeaderTag.FileUserName, RpmHeaderEntryType.StringArray, fileUserAndGroupNames.ToArray()));
359entries.Add(new(RpmHeaderTag.FileGroupName, RpmHeaderEntryType.StringArray, fileUserAndGroupNames.ToArray()));
360entries.Add(new(RpmHeaderTag.FileModes, RpmHeaderEntryType.Int16, fileModes.ToArray()));
361entries.Add(new(RpmHeaderTag.DeviceFileIds, RpmHeaderEntryType.Int16, deviceFileIds.ToArray()));
362entries.Add(new(RpmHeaderTag.FileModificationTimestamp, RpmHeaderEntryType.Int32, fileTimestamps.ToArray()));
363entries.Add(new(RpmHeaderTag.FileVerifyFlags, RpmHeaderEntryType.Int32, fileVerifyFlags.ToArray()));
364entries.Add(new(RpmHeaderTag.FileDevices, RpmHeaderEntryType.Int32, fileDevices.ToArray()));
365entries.Add(new(RpmHeaderTag.FileLang, RpmHeaderEntryType.StringArray, fileLangs.ToArray()));
366entries.Add(new(RpmHeaderTag.FileColors, RpmHeaderEntryType.Int32, fileColors.ToArray()));
368entries.Add(new(RpmHeaderTag.FileFlags, RpmHeaderEntryType.Int32, fileFlags.ToArray()));
369entries.Add(new(RpmHeaderTag.FileLinkTos, RpmHeaderEntryType.StringArray, fileLinkTos.ToArray()));
Microsoft.DotNet.Build.Tasks.Packaging (22)
Microsoft.DotNet.Build.Tasks.TargetFramework (2)
Microsoft.DotNet.Build.Tasks.Workloads (5)
Microsoft.DotNet.Helix.Sdk.Tests (4)
Microsoft.DotNet.Open.Api.Tools.Tests (1)
Microsoft.DotNet.PackageTesting (1)
Microsoft.DotNet.SharedFramework.Sdk (1)
Microsoft.DotNet.SignCheck (3)
Microsoft.DotNet.SignTool.Tests (3)
Microsoft.DotNet.SwaggerGenerator.MSBuild (1)
Microsoft.DotNet.VersionTools (1)
Microsoft.DotNet.XliffTasks (1)
Microsoft.Extensions.AI.Abstractions (1)
Microsoft.Extensions.ApiDescription.Client (1)
Microsoft.Extensions.ApiDescription.Client.Tests (1)
Microsoft.Extensions.ApiDescription.Tool.Tests (1)
Microsoft.Extensions.Caching.Hybrid.Tests (1)
Microsoft.Extensions.Compliance.Testing (2)
Microsoft.Extensions.Configuration (2)
Microsoft.Extensions.Configuration.KeyPerFile.Tests (1)
Microsoft.Extensions.DependencyInjection (3)
Microsoft.Extensions.DependencyModel (1)
Microsoft.Extensions.Diagnostics.Testing (3)
Microsoft.Extensions.FileProviders.Embedded (3)
Microsoft.Extensions.Logging (2)
Microsoft.Extensions.Logging.EventSource (1)
Microsoft.Extensions.ObjectPool.Microbenchmark (2)
Microsoft.Extensions.Options (3)
Microsoft.Extensions.SecretManager.Tools.Tests (1)
Microsoft.Extensions.ServiceDiscovery (1)
Microsoft.Extensions.Telemetry (4)
Microsoft.Extensions.TimeProvider.Testing.Tests (2)
Microsoft.Gen.Logging.Unit.Tests (1)
Microsoft.Interop.JavaScript.JSImportGenerator (2)
Microsoft.Maui (2)
Microsoft.Maui.Controls (12)
Microsoft.Maui.Controls.BindingSourceGen (2)
Microsoft.Maui.Controls.Build.Tasks (1)
Microsoft.Maui.Controls.Compatibility (4)
Microsoft.Maui.Controls.SourceGen (1)
Microsoft.Maui.Controls.Xaml (1)
Microsoft.Maui.Essentials (2)
Microsoft.Maui.Graphics (1)
Microsoft.Maui.Resizetizer (1)
Microsoft.ML.AutoML (29)
Microsoft.ML.AutoML.Tests (1)
Microsoft.ML.Core (12)
Microsoft.ML.Core.Tests (5)
Microsoft.ML.Data (177)
Evaluators\AnomalyDetectionEvaluator.cs (16)
182overallDvBldr.AddColumn(MetricKinds.ColumnNames.StratCol, GetKeyValueGetter(dictionaries), (ulong)dictionaries.Length, stratCol.ToArray());
183overallDvBldr.AddColumn(MetricKinds.ColumnNames.StratVal, TextDataViewType.Instance, stratVal.ToArray());
185overallDvBldr.AddColumn(BinaryClassifierEvaluator.Auc, NumberDataViewType.Double, auc.ToArray());
186overallDvBldr.AddColumn(OverallMetrics.DrAtK, NumberDataViewType.Double, drAtK.ToArray());
187overallDvBldr.AddColumn(OverallMetrics.DrAtPFpr, NumberDataViewType.Double, drAtP.ToArray());
188overallDvBldr.AddColumn(OverallMetrics.DrAtNumPos, NumberDataViewType.Double, drAtNumAnomalies.ToArray());
189overallDvBldr.AddColumn(OverallMetrics.ThreshAtK, NumberDataViewType.Single, thresholdAtK.ToArray());
190overallDvBldr.AddColumn(OverallMetrics.ThreshAtP, NumberDataViewType.Single, thresholdAtP.ToArray());
191overallDvBldr.AddColumn(OverallMetrics.ThreshAtNumPos, NumberDataViewType.Single, thresholdAtNumAnomalies.ToArray());
192overallDvBldr.AddColumn(OverallMetrics.NumAnomalies, NumberDataViewType.Int64, numAnoms.ToArray());
197topKdvBldr.AddColumn(MetricKinds.ColumnNames.StratCol, GetKeyValueGetter(dictionaries), (ulong)dictionaries.Length, topKStratCol.ToArray());
198topKdvBldr.AddColumn(MetricKinds.ColumnNames.StratVal, TextDataViewType.Instance, topKStratVal.ToArray());
200topKdvBldr.AddColumn(TopKResultsColumns.Instance, TextDataViewType.Instance, names.ToArray());
201topKdvBldr.AddColumn(TopKResultsColumns.AnomalyScore, NumberDataViewType.Single, scores.ToArray());
202topKdvBldr.AddColumn(TopKResultsColumns.Label, NumberDataViewType.Single, labels.ToArray());
773IDataView fold = ColumnSelectingTransformer.CreateKeep(Host, overall, colsToKeep.ToArray());
Evaluators\BinaryClassifierEvaluator.cs (29)
337overallDvBldr.AddColumn(MetricKinds.ColumnNames.StratCol, GetKeyValueGetter(dictionaries), (ulong)dictionaries.Length, stratCol.ToArray());
338overallDvBldr.AddColumn(MetricKinds.ColumnNames.StratVal, TextDataViewType.Instance, stratVal.ToArray());
341overallDvBldr.AddColumn(MetricKinds.ColumnNames.IsWeighted, BooleanDataViewType.Instance, isWeighted.ToArray());
342overallDvBldr.AddColumn(Auc, NumberDataViewType.Double, auc.ToArray());
343overallDvBldr.AddColumn(Accuracy, NumberDataViewType.Double, accuracy.ToArray());
344overallDvBldr.AddColumn(PosPrecName, NumberDataViewType.Double, posPrec.ToArray());
345overallDvBldr.AddColumn(PosRecallName, NumberDataViewType.Double, posRecall.ToArray());
346overallDvBldr.AddColumn(NegPrecName, NumberDataViewType.Double, negPrec.ToArray());
347overallDvBldr.AddColumn(NegRecallName, NumberDataViewType.Double, negRecall.ToArray());
348overallDvBldr.AddColumn(LogLoss, NumberDataViewType.Double, logLoss.ToArray());
349overallDvBldr.AddColumn(LogLossReduction, NumberDataViewType.Double, logLossRed.ToArray());
350overallDvBldr.AddColumn(Entropy, NumberDataViewType.Double, entropy.ToArray());
351overallDvBldr.AddColumn(F1, NumberDataViewType.Double, f1.ToArray());
353overallDvBldr.AddColumn(AuPrc, NumberDataViewType.Double, auprc.ToArray());
358confDvBldr.AddColumn(MetricKinds.ColumnNames.StratCol, GetKeyValueGetter(dictionaries), (ulong)dictionaries.Length, confStratCol.ToArray());
359confDvBldr.AddColumn(MetricKinds.ColumnNames.StratVal, TextDataViewType.Instance, confStratVal.ToArray());
364confDvBldr.AddColumn(MetricKinds.ColumnNames.Count, getSlotNames, NumberDataViewType.Double, counts.ToArray());
367confDvBldr.AddColumn(MetricKinds.ColumnNames.Weight, getSlotNames, NumberDataViewType.Double, weights.ToArray());
378dvBldr.AddColumn(MetricKinds.ColumnNames.StratCol, GetKeyValueGetter(dictionaries), (ulong)dictionaries.Length, prStratCol.ToArray());
379dvBldr.AddColumn(MetricKinds.ColumnNames.StratVal, TextDataViewType.Instance, prStratVal.ToArray());
381dvBldr.AddColumn(Threshold, NumberDataViewType.Single, scores.ToArray());
382dvBldr.AddColumn(Precision, NumberDataViewType.Double, precision.ToArray());
383dvBldr.AddColumn(Recall, NumberDataViewType.Double, recall.ToArray());
384dvBldr.AddColumn(FalsePositiveRate, NumberDataViewType.Double, fpr.ToArray());
387dvBldr.AddColumn("Weighted " + Precision, NumberDataViewType.Double, weightedPrecision.ToArray());
388dvBldr.AddColumn("Weighted " + Recall, NumberDataViewType.Double, weightedRecall.ToArray());
389dvBldr.AddColumn("Weighted " + FalsePositiveRate, NumberDataViewType.Double, weightedFpr.ToArray());
1392fold = ColumnSelectingTransformer.CreateKeep(Host, fold, colsToKeep.ToArray());
1467pr = AppendRowsDataView.Create(Host, prList[0].Schema, prList.ToArray());
Evaluators\ClusteringEvaluator.cs (7)
79var rolesMappedData = new RoleMappedData(data, opt: false, roles.ToArray());
204overallDvBldr.AddColumn(MetricKinds.ColumnNames.StratCol, GetKeyValueGetter(dictionaries), (ulong)dictionaries.Length, stratCol.ToArray());
205overallDvBldr.AddColumn(MetricKinds.ColumnNames.StratVal, TextDataViewType.Instance, stratVal.ToArray());
208overallDvBldr.AddColumn(MetricKinds.ColumnNames.IsWeighted, BooleanDataViewType.Instance, isWeighted.ToArray());
209overallDvBldr.AddColumn(Nmi, NumberDataViewType.Double, nmi.ToArray());
210overallDvBldr.AddColumn(AvgMinScore, NumberDataViewType.Double, avgMinScores.ToArray());
212overallDvBldr.AddColumn(Dbi, NumberDataViewType.Double, dbi.ToArray());
Evaluators\MulticlassClassificationEvaluator.cs (15)
211overallDvBldr.AddColumn(MetricKinds.ColumnNames.StratCol, GetKeyValueGetter(dictionaries), (ulong)dictionaries.Length, stratCol.ToArray());
212overallDvBldr.AddColumn(MetricKinds.ColumnNames.StratVal, TextDataViewType.Instance, stratVal.ToArray());
215overallDvBldr.AddColumn(MetricKinds.ColumnNames.IsWeighted, BooleanDataViewType.Instance, isWeighted.ToArray());
216overallDvBldr.AddColumn(AccuracyMicro, NumberDataViewType.Double, microAcc.ToArray());
217overallDvBldr.AddColumn(AccuracyMacro, NumberDataViewType.Double, macroAcc.ToArray());
218overallDvBldr.AddColumn(LogLoss, NumberDataViewType.Double, logLoss.ToArray());
219overallDvBldr.AddColumn(LogLossReduction, NumberDataViewType.Double, logLossRed.ToArray());
222overallDvBldr.AddColumn(TopKAccuracy, NumberDataViewType.Double, topKAcc.ToArray());
227overallDvBldr.AddColumn(AllTopKAccuracy, getKSlotNames, NumberDataViewType.Double, allTopK.ToArray());
230overallDvBldr.AddColumn(PerClassLogLoss, aggregator.GetSlotNames, NumberDataViewType.Double, perClassLogLoss.ToArray());
235confDvBldr.AddColumn(MetricKinds.ColumnNames.StratCol, GetKeyValueGetter(dictionaries), (ulong)dictionaries.Length, confStratCol.ToArray());
236confDvBldr.AddColumn(MetricKinds.ColumnNames.StratVal, TextDataViewType.Instance, confStratVal.ToArray());
241confDvBldr.AddColumn(MetricKinds.ColumnNames.Count, getSlotNames, NumberDataViewType.Double, counts.ToArray());
244confDvBldr.AddColumn(MetricKinds.ColumnNames.Weight, getSlotNames, NumberDataViewType.Double, weights.ToArray());
972var views = overallList.ToArray();
Evaluators\MultiOutputRegressionEvaluator.cs (10)
148overallDvBldr.AddColumn(MetricKinds.ColumnNames.StratCol, GetKeyValueGetter(dictionaries), (ulong)dictionaries.Length, stratCol.ToArray());
149overallDvBldr.AddColumn(MetricKinds.ColumnNames.StratVal, TextDataViewType.Instance, stratVal.ToArray());
152overallDvBldr.AddColumn(MetricKinds.ColumnNames.IsWeighted, BooleanDataViewType.Instance, isWeighted.ToArray());
153overallDvBldr.AddColumn(PerLabelL1, aggregator.GetSlotNames, NumberDataViewType.Double, perLabelL1.ToArray());
154overallDvBldr.AddColumn(PerLabelL2, aggregator.GetSlotNames, NumberDataViewType.Double, perLabelL2.ToArray());
155overallDvBldr.AddColumn(PerLabelRms, aggregator.GetSlotNames, NumberDataViewType.Double, perLabelRms.ToArray());
156overallDvBldr.AddColumn(PerLabelLoss, aggregator.GetSlotNames, NumberDataViewType.Double, perLabelLoss.ToArray());
157overallDvBldr.AddColumn(L1, NumberDataViewType.Double, l1.ToArray());
158overallDvBldr.AddColumn(L2, NumberDataViewType.Double, l2.ToArray());
159overallDvBldr.AddColumn(Dist, NumberDataViewType.Double, dist.ToArray());
Evaluators\RankingEvaluator.cs (16)
93_labelGains = labelGains.ToArray();
216overallDvBldr.AddColumn(MetricKinds.ColumnNames.StratCol, GetKeyValueGetter(dictionaries), (ulong)dictionaries.Length, stratCol.ToArray());
217overallDvBldr.AddColumn(MetricKinds.ColumnNames.StratVal, TextDataViewType.Instance, stratVal.ToArray());
220overallDvBldr.AddColumn(MetricKinds.ColumnNames.IsWeighted, BooleanDataViewType.Instance, isWeighted.ToArray());
221overallDvBldr.AddColumn(Ndcg, aggregator.GetSlotNames, NumberDataViewType.Double, ndcg.ToArray());
222overallDvBldr.AddColumn(Dcg, aggregator.GetSlotNames, NumberDataViewType.Double, dcg.ToArray());
227groupDvBldr.AddColumn(MetricKinds.ColumnNames.StratCol, GetKeyValueGetter(dictionaries), (ulong)dictionaries.Length, groupStratCol.ToArray());
228groupDvBldr.AddColumn(MetricKinds.ColumnNames.StratVal, TextDataViewType.Instance, groupStratVal.ToArray());
232groupDvBldr.AddColumn(GroupId, TextDataViewType.Instance, groupName.ToArray());
233groupDvBldr.AddColumn(Ndcg, aggregator.GetGroupSummarySlotNames("NDCG"), NumberDataViewType.Double, groupNdcg.ToArray());
234groupDvBldr.AddColumn(Dcg, aggregator.GetGroupSummarySlotNames("DCG"), NumberDataViewType.Double, groupDcg.ToArray());
235groupDvBldr.AddColumn(MaxDcg, aggregator.GetGroupSummarySlotNames("MaxDCG"), NumberDataViewType.Double, groupMaxDcg.ToArray());
330return _groupDcg.ToArray();
340return _groupNdcg.ToArray();
350return _groupMaxDcg.ToArray();
936gs = AppendRowsDataView.Create(Host, gsList[0].Schema, gsList.ToArray());
Evaluators\RegressionEvaluatorBase.cs (8)
97overallDvBldr.AddColumn(MetricKinds.ColumnNames.StratCol, GetKeyValueGetter(dictionaries), (ulong)dictionaries.Length, stratCol.ToArray());
98overallDvBldr.AddColumn(MetricKinds.ColumnNames.StratVal, TextDataViewType.Instance, stratVal.ToArray());
101overallDvBldr.AddColumn(MetricKinds.ColumnNames.IsWeighted, BooleanDataViewType.Instance, isWeighted.ToArray());
102aggregator.AddColumn(overallDvBldr, L1, l1.ToArray());
103aggregator.AddColumn(overallDvBldr, L2, l2.ToArray());
104aggregator.AddColumn(overallDvBldr, Rms, rms.ToArray());
105aggregator.AddColumn(overallDvBldr, Loss, loss.ToArray());
106aggregator.AddColumn(overallDvBldr, RSquared, rSquared.ToArray());
Microsoft.ML.Ensemble (1)
Microsoft.ML.EntryPoints (6)
Microsoft.ML.FastTree (52)
FastTree.cs (14)
1054var ind = new ValuesList.ForwardIndexer(instanceList, features.ToArray(), ref forwardIndexerWork);
1371using (Transposer trans = Transposer.Create(Host, data, false, toTranspose.ToArray()))
1576features = flocks.ToArray();
1710return new SlotDropper(temp.Length, minSlots.ToArray(), maxSlots.ToArray());
1732qidsArray = qids.ToArray();
1733boundariesArray = boundaries.ToArray();
2034return new NHotFeatureFlock(denseBins, delta.ToArray(), NumExamples, hotFeatureStarts, bups);
2359? new Dataset.DatasetSkeleton(_targetsList.ToArray(), _boundaries.ToArray(), queryIds, docIds, new double[0][])
2360: new Dataset.DatasetSkeleton(_targetsList.ToArray(), _boundaries.ToArray(), queryIds, docIds, new double[0][], _actualTargets.ToArray());
2363ds.SampleWeights = _weights.ToArray();
Utils\RegressionTreeBaseUtils.cs (14)
100builder.AddColumn("TreeWeights", NumberDataViewType.Double, treeWeightsList.ToArray());
101builder.AddColumn("TreeID", NumberDataViewType.Int32, treeId.ToArray());
102builder.AddColumn("IsLeaf", TextDataViewType.Instance, isLeaf.ToArray());
103builder.AddColumn(nameof(RegressionTreeBase.LeftChild), NumberDataViewType.Int32, leftChild.ToArray());
104builder.AddColumn(nameof(RegressionTreeBase.RightChild), NumberDataViewType.Int32, rightChild.ToArray());
105builder.AddColumn(nameof(RegressionTreeBase.NumericalSplitFeatureIndexes), NumberDataViewType.Int32, numericalSplitFeatureIndexes.ToArray());
106builder.AddColumn(nameof(RegressionTreeBase.NumericalSplitThresholds), NumberDataViewType.Single, numericalSplitThresholds.ToArray());
107builder.AddColumn(nameof(RegressionTreeBase.CategoricalSplitFlags), BooleanDataViewType.Instance, categoricalSplitFlags.ToArray());
108builder.AddColumn(nameof(RegressionTreeBase.LeafValues), NumberDataViewType.Double, leafValues.ToArray());
109builder.AddColumn(nameof(RegressionTreeBase.SplitGains), NumberDataViewType.Double, splitGains.ToArray());
110builder.AddColumn("CategoricalSplitFeatures", NumberDataViewType.Int32, categoricalSplitFeatures.ToArray());
111builder.AddColumn("CategoricalCategoricalSplitFeatureRange", NumberDataViewType.Int32, categoricalCategoricalSplitFeatureRange.ToArray());
138builder.AddColumn("LeafSamples", NumberDataViewType.Double, leafSamples.ToArray());
139builder.AddColumn("LeafSampleWeights", NumberDataViewType.Double, leafSampleWeights.ToArray());
Microsoft.ML.GenAI.Core (1)
Microsoft.ML.GenAI.LLaMA (3)
Microsoft.ML.GenAI.Mistral (2)
Microsoft.ML.GenAI.Phi (3)
Microsoft.ML.IntegrationTests (1)
Microsoft.ML.LightGbm (8)
Microsoft.ML.OnnxTransformer (2)
Microsoft.ML.Parquet (1)
Microsoft.ML.PerformanceTests (2)
Microsoft.ML.Predictor.Tests (7)
Microsoft.ML.Recommender (1)
Microsoft.ML.ResultProcessor (3)
Microsoft.ML.Samples (1)
Microsoft.ML.Samples.OneDal (3)
Microsoft.ML.SearchSpace (2)
Microsoft.ML.StandardTrainers (9)
Microsoft.ML.Sweeper (13)
Microsoft.ML.TestFramework (8)
Microsoft.ML.Tests (1)
Microsoft.ML.TimeSeries (5)
Microsoft.ML.TorchSharp (9)
Microsoft.ML.Transforms (36)
Microsoft.ML.Vision (3)
Microsoft.VisualBasic.Core (2)
Microsoft.VisualStudio.LanguageServices (2)
MSBuild (3)
PresentationBuildTasks (8)
PresentationCore (24)
PresentationFramework (28)
PresentationUI (2)
RoutingSandbox (1)
RoutingWebSite (1)
RunTests (1)
SampleStartups (1)
Shared (1)
Sockets.FunctionalTests (2)
System.CodeDom (1)
System.Collections (1)
System.Collections.Concurrent (4)
System.ComponentModel.Annotations (2)
System.ComponentModel.Composition (3)
System.ComponentModel.TypeConverter (4)
System.Composition.Hosting (1)
System.Composition.TypedParts (5)
System.Configuration.ConfigurationManager (1)
System.Data.Common (8)
System.Data.Odbc (7)
System.Diagnostics.Process (2)
System.Diagnostics.TraceSource (1)
System.IO.FileSystem.DriveInfo (1)
System.IO.Packaging (1)
System.IO.Ports (4)
System.Linq (1)
System.Linq.AsyncEnumerable (1)
System.Linq.Expressions (17)
System.Linq.Parallel (1)
System.Net.Http (2)
System.Net.HttpListener (3)
System.Net.Mail (4)
System.Net.Requests (1)
System.Net.WebHeaderCollection (2)
System.Numerics.Tensors (9)
System.Private.CoreLib (49)
System.Private.DataContractSerialization (2)
System.Private.Xml (50)
System.Reflection.Context (6)
System.Reflection.DispatchProxy (1)
System.Reflection.Emit (13)
System.Reflection.MetadataLoadContext (11)
System.Security.Cryptography (13)
System.Security.Cryptography.Pkcs (28)
System.Security.Permissions (1)
System.Text.Json (6)
System.Text.Json.SourceGeneration (2)
System.Text.RegularExpressions (13)
System.Text.RegularExpressions.Generator (4)
System.Threading.Channels (2)
System.Threading.Tasks.Dataflow (2)
System.Windows.Controls.Ribbon (1)
System.Windows.Forms (5)
System.Windows.Forms.Design (8)
System.Xaml (7)
System\Xaml\InfosetObjects\XamlObjectWriter.cs (6)
665property, _context.CurrentType, string.Join(", ", token.NeededNames.ToArray()))));
731_context.CurrentCtorArgs = ((List<object>)_context.CurrentCollection).ToArray();
2015string names = string.Join(',', token.NeededNames.ToArray());
2054string names = string.Join(',', token.NeededNames.ToArray());
2108string names = string.Join(',', token.NeededNames.ToArray());
2267string namesString = string.Join(", ", names.ToArray());
vbc (1)
VBCSCompiler (3)
xunit.assert (2)
xunit.console (1)