All

CommandLine\CmdParser.cs (1)

1424Contracts.Check(nicks == null || nicks.All(nick => !string.IsNullOrWhiteSpace(nick)));

Data\DataViewUtils.cs (2)

802Contracts.Assert(batchColumns.All(bc => bc.Count == count)); 1039Ch.Assert(pipes.All(p => p != null));

DataLoadSave\Text\TextLoader.cs (1)

549return Utils.Size(Columns) == 0 || Columns.All(x => x.IsValid());

DataLoadSave\TransformerChain.cs (1)

62bool ITransformer.IsRowToRowMapper => _transformers.All(t => t.IsRowToRowMapper);

DataView\AppendRowsDataView.cs (2)

61env.CheckParam(sources.All(s => s != null), nameof(sources)); 113_host.Check(_sources.All(source => source.Schema.Count == colCount), errMsg);

Prediction\Calibrator.cs (1)

1238_host.CheckDecode(_binProbs.All(x => (0 <= x && x <= 1)));

Transforms\ColumnBindingsBase.cs (2)

151return Source.All(s => !string.IsNullOrEmpty(s)); 194return Source.All(s => !string.IsNullOrEmpty(s));

Transforms\ColumnConcatenatingTransformer.cs (1)

823Contracts.Assert(srcTokens.All(tok => tok != null));

Transforms\ValueToKeyMappingTransformer.cs (1)

645ch.Assert(termMap.All(tm => tm != null));

Dataset\Dataset.cs (2)

48Contracts.Assert(flocks.All(f => f.Examples == datasetSkeleton.NumDocs)); 836if (arrays.All(x => x == null))

Dataset\FeatureFlock.cs (1)

1181Contracts.Assert(AllBinUpperBounds.All(x => Utils.Size(x) >= 1));

FastTree.cs (5)

944Host.Assert(binUpperBounds.All(b => b != null)); 1090Contracts.Assert(flockBits == IntArrayBits.Bits32 || binnedValues.All(b => b < limBin)); 1164Contracts.Assert(flockBits == IntArrayBits.Bits32 || binnedValues.All(b => b < limBin)); 1634Host.Assert(features.All(f => f != null)); 2697Contracts.Assert(features.All(i => values[i] != null));

TreeEnsemble\InternalRegressionTree.cs (2)

461checker(CategoricalSplitFeatureRanges.All(x => x == null || x.Length == 0 || x.Length == 2), 1247CategoricalSplitFeatures.All(val => val == null))

OnnxUtils.cs (1)

326if (shapeDictionary[name].All(value => value > 0))

PcaTrainer.cs (3)

464Host.CheckParam(_eigenVectors[i].GetValues().All(FloatUtils.IsFinite), 495Host.CheckDecode(meanArray.All(FloatUtils.IsFinite)); 510Host.CheckDecode(vi.All(FloatUtils.IsFinite));

TestPredictors.cs (1)

946if (scores.All(s => !float.IsNaN(s)))

LdSvm\LdSvmModelParameters.cs (12)

62Host.Assert(w.All(v => v.IsDense)); 63Host.Assert(w.All(v => v.Length == w[0].Length)); 65Host.Assert(thetaPrime.All(v => v.IsDense)); 66Host.Assert(thetaPrime.All(v => v.Length == thetaPrime[0].Length)); 68Host.Assert(theta.All(v => v.IsDense)); 69Host.Assert(theta.All(v => v.Length == theta[0].Length)); 130Host.Assert(_w.All(v => v.IsDense)); 131Host.Assert(_w.All(v => v.Length == _w[0].Length)); 133Host.Assert(_thetaPrime.All(v => v.IsDense)); 134Host.Assert(_thetaPrime.All(v => v.Length == _thetaPrime[0].Length)); 136Host.Assert(_theta.All(v => v.IsDense)); 137Host.Assert(_theta.All(v => v.Length == _theta[0].Length));

Standard\LinearModelParameters.cs (1)

195Host.CheckDecode(Utils.Size(weights) == 0 || weights.All(x => FloatUtils.IsFinite(x)));

Standard\LogisticRegression\MulticlassLogisticRegression.cs (2)

475if (Weights.All(v => v.IsDense)) 520if (Weights.All(v => v.IsDense))

Standard\MulticlassClassification\MulticlassNaiveBayesTrainer.cs (1)

297Host.Assert(featureHistogram.All(h => h == null || h.Length == featureCount));

Standard\MulticlassClassification\OneVersusAllTrainer.cs (3)

509public bool CanSaveOnnx(OnnxContext ctx) => Predictors.All(pred => (pred as ICanSaveOnnx)?.CanSaveOnnx(ctx) == true); 615CanSavePfa = Predictors.All(m => (m as ISingleCanSavePfa)?.CanSavePfa == true); 699CanSavePfa = Predictors.All(m => (m as IDistCanSavePfa)?.CanSavePfa == true);

TestSweeper.cs (2)

534Assert.True(gridPoint.All(bArray => bArray.All(b => b)));

TestCommandBase.cs (1)

380Contracts.Assert(Utils.Size(toCompare) == 0 || toCompare.All(x => x != null));

Dracula\CMCountTable.cs (3)

58Contracts.Check(tables.All(x => Utils.Size(x) == Depth), "Depth must be the same for all labels"); 62Contracts.Check(tables.All(t => t.All(t2 => t2.Max(kvp => kvp.Key) < Width)), "Keys must be between 0 and Width - 1");

Dracula\CountTable.cs (6)

51Contracts.Check(priorCounts.All(x => x >= 0)); 59Contracts.Check(garbageCounts.All(x => x >= 0)); 98env.CheckDecode(_priorFrequencies.All(x => x >= 0)); 109env.CheckDecode(_garbageCounts.All(x => x >= 0)); 129Contracts.Assert(_priorFrequencies.All(x => x >= 0)); 140Contracts.Assert(_garbageCounts.All(x => x >= 0));

Dracula\CountTableTransformer.cs (2)

122_host.CheckParam(columns.All(col => col.PriorCoefficient > 0), nameof(ColumnOptionsBase.PriorCoefficient), "Must be greater than zero"); 123_host.CheckParam(columns.All(col => col.LaplaceScale >= 0), nameof(ColumnOptionsBase.LaplaceScale), "Must be greater than or equal to zero.");

Dracula\CountTargetEncodingTransformer.cs (2)

406return columns.All(c => HashingTransformer.Columns.Select(hc => hc.InputColumnName).Contains(c.InputColumnName)) 407&& columns.All(c => HashingTransformer.Columns.Select(hc => hc.Name).Contains(c.OutputColumnName));

Dracula\DictCountTable.cs (1)

52Contracts.Check(counts.All(x => x != null), "Count dictionaries must all exist");

Dracula\Featurizer.cs (2)

90_host.CheckDecode(PriorCoef.All(x => x > 0)); 93_host.CheckDecode(LaplaceScale.All(x => x >= 0));

Expression\BuiltinFunctions.cs (1)

373Contracts.CheckParam(!values.All(x => x != null), nameof(values), "Expected values to contain at least one null");

ExpressionTransformer.cs (4)

79_host.Check(columns.All(col => !string.IsNullOrWhiteSpace(col.Expression))); 80_host.Check(columns.All(col => !string.IsNullOrWhiteSpace(col.Name))); 81_host.Check(columns.All(col => Utils.Size(col.InputColumnNames) > 0)); 82_host.CheckParam(columns.All(col => Utils.Size(col.InputColumnNames) <= 5), nameof(ColumnOptions.InputColumnNames), "maximum number of inputs exceeded");

HashJoiningTransform.cs (2)

267slotMap[j].All(slot => 0 <= slot && slot < Infos[i].TypeSrc.GetValueCount())); 324Host.Assert(ex.SlotMap[i].All(slot => 0 <= slot && slot < Infos[iColumn].TypeSrc.GetValueCount()));

Text\NgramTransform.cs (1)

1058Contracts.CheckUserArg(Utils.Size(maximumNgramsCounts) == 0 || maximumNgramsCounts.All(i => i >= 0) && maximumNgramsCounts[maximumNgramsCounts.Length - 1] > 0, nameof(maximumNgramsCounts));

Text\WordBagTransform.cs (3)

146h.CheckUserArg(column.Source.All(src => !string.IsNullOrWhiteSpace(src)), nameof(column.Source)); 688env.CheckUserArg(col.Source.All(src => !string.IsNullOrWhiteSpace(src)), nameof(col.Source)); 713col.Source.All(src => !string.IsNullOrWhiteSpace(src)), nameof(col.Source));

Text\WordHashBagProducingTransform.cs (1)

347column.Source.All(src => !string.IsNullOrWhiteSpace(src)), nameof(column.Source));