From 6127f9574cf2b3bb29b6033d93a1008697347640 Mon Sep 17 00:00:00 2001 From: Artidoro Pagnoni Date: Tue, 18 Jun 2019 09:47:27 -0700 Subject: [PATCH 01/16] IDataView function --- src/Microsoft.ML.FastTree/FastTree.cs | 68 ++++++++++++++++++++++++++- 1 file changed, 67 insertions(+), 1 deletion(-) diff --git a/src/Microsoft.ML.FastTree/FastTree.cs b/src/Microsoft.ML.FastTree/FastTree.cs index ace3298dd8..b8dd3faafb 100644 --- a/src/Microsoft.ML.FastTree/FastTree.cs +++ b/src/Microsoft.ML.FastTree/FastTree.cs @@ -3378,7 +3378,7 @@ public TreeNode(Dictionary keyValues) /// and is the type of /// . /// - public abstract class TreeEnsembleModelParametersBasedOnRegressionTree : TreeEnsembleModelParameters + public abstract class TreeEnsembleModelParametersBasedOnRegressionTree : TreeEnsembleModelParameters, ICanGetSummaryAsIDataView { /// /// An ensemble of trees exposed to users. It is a wrapper on the @@ -3406,6 +3406,72 @@ private RegressionTreeEnsemble CreateTreeEnsembleFromInternalDataStructure() var treeWeights = TrainedEnsemble.Trees.Select(tree => tree.Weight); return new RegressionTreeEnsemble(trees, treeWeights, TrainedEnsemble.Bias); } + + /// + /// Builds an IDataView that represents the TreeEnsemble. The suffix of the column name indicates which + /// tree the column is referring to. + /// + IDataView ICanGetSummaryAsIDataView.GetSummaryDataView(RoleMappedSchema schema) + { + var builder = new ArrayDataViewBuilder(Host); + + var trees = TrainedTreeEnsemble.Trees; + + // Bias column. It will be repeated for every tree. + builder.AddColumn(nameof(RegressionTreeEnsemble.Bias), NumberDataViewType.Double, + new[] { TrainedTreeEnsemble.Bias }); + + // TreeWeights column. + builder.AddColumn(nameof(RegressionTreeEnsemble.TreeWeights), NumberDataViewType.Double, + new[] { TrainedTreeEnsemble.TreeWeights.ToArray() }); + + for (int i = 0; i < trees.Count; i++) + { + string currentTree = $"_Tree_{i}"; + + // LeftChild column. + builder.AddColumn(nameof(RegressionTree.LeftChild) + currentTree, NumberDataViewType.Int32, + new[] { trees[i].LeftChild.ToArray() }); + + // RightChild column. + builder.AddColumn(nameof(RegressionTree.RightChild) + currentTree, NumberDataViewType.Int32, + trees[i].RightChild.ToArray()); + + // NumericalSplitFeatureIndexes column. + builder.AddColumn(nameof(RegressionTree.NumericalSplitFeatureIndexes) + currentTree, NumberDataViewType.Int32, + new[] { trees[i].NumericalSplitFeatureIndexes.ToArray() }); + + // NumericalSplitThresholds column. + builder.AddColumn(nameof(RegressionTree.NumericalSplitThresholds) + currentTree, NumberDataViewType.Single, + new[] { trees[i].NumericalSplitThresholds.ToArray() }); + + // CategoricalSplitFlags column. + builder.AddColumn(nameof(RegressionTree.CategoricalSplitFlags) + currentTree, BooleanDataViewType.Instance, + new[] { trees[i].CategoricalSplitFlags.ToArray() }); + + // LeafValues column. + builder.AddColumn(nameof(RegressionTree.LeafValues) + currentTree, NumberDataViewType.Double, + new[] { trees[i].LeafValues.ToArray() }); + + // SplitGains column. + builder.AddColumn(nameof(RegressionTree.SplitGains) + currentTree, NumberDataViewType.Double, + new[] { trees[i].SplitGains.ToArray() }); + + // NumberOfLeaves column. + builder.AddColumn(nameof(RegressionTree.NumberOfLeaves) + currentTree, NumberDataViewType.Int32, + new[] { trees[i].NumberOfLeaves }); + + // NumberOfNodes column. + builder.AddColumn(nameof(RegressionTree.NumberOfNodes) + currentTree, NumberDataViewType.Int32, + new[] { trees[i].NumberOfNodes }); + } + + // REVIEW: Should these two be exposed, if so how? + // public IReadOnlyList GetCategoricalSplitFeaturesAt(int nodeIndex) + // public IReadOnlyList GetCategoricalCategoricalSplitFeatureRangeAt(int nodeIndex) + + return builder.GetDataView(); + } } /// From 4fe76832518197287c83301eeaf9e8888dff8066 Mon Sep 17 00:00:00 2001 From: Artidoro Pagnoni Date: Tue, 18 Jun 2019 14:37:55 -0700 Subject: [PATCH 02/16] testing a first option in one line --- .../Dynamic/Trainers/Regression/FastTree.cs | 24 +++++++++++---- src/Microsoft.ML.FastTree/FastTree.cs | 29 +++++++++--------- .../UnitTests/TestEntryPoints.cs | 30 +++++++++++++++++-- 3 files changed, 61 insertions(+), 22 deletions(-) diff --git a/docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/Regression/FastTree.cs b/docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/Regression/FastTree.cs index 7a46027bc6..911e4be9de 100644 --- a/docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/Regression/FastTree.cs +++ b/docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/Regression/FastTree.cs @@ -1,6 +1,9 @@ using System; using System.Collections.Generic; +using System.IO; using System.Linq; +using System.Security.Cryptography; +using System.Security.Cryptography.X509Certificates; using Microsoft.ML; using Microsoft.ML.Data; @@ -9,10 +12,10 @@ namespace Samples.Dynamic.Trainers.Regression public static class FastTreeRegression { // This example requires installation of additional NuGet package - // Microsoft.ML.FastTree. + // Microsoft.ML.FastTree. public static void Example() { - // Create a new context for ML.NET operations. It can be used for exception tracking and logging, + // Create a new context for ML.NET operations. It can be used for exception tracking and logging, // as a catalog of available operations and as the source of randomness. // Setting the seed to a fixed number in this example to make outputs deterministic. var mlContext = new MLContext(seed: 0); @@ -23,17 +26,25 @@ public static void Example() // Convert the list of data points to an IDataView object, which is consumable by ML.NET API. var trainingData = mlContext.Data.LoadFromEnumerable(dataPoints); + using (var f = File.OpenWrite("E:\\tmp\\data.txt")) + mlContext.Data.SaveAsText(trainingData, f); + // Define the trainer. - var pipeline = mlContext.Regression.Trainers.FastTree(labelColumnName: nameof(DataPoint.Label), featureColumnName: nameof(DataPoint.Features)); + + var pipeline = mlContext.Data.CreateTextLoader(hasHeader: true) + .Append(mlContext.Regression.Trainers.FastTree(labelColumnName: nameof(DataPoint.Label), + featureColumnName: nameof(DataPoint.Features))); // Train the model. - var model = pipeline.Fit(trainingData); + var model = pipeline.Fit(new MultiFileSource(new[] { "E:\\tmp\\data.txt" })); + + mlContext.Model.Save(model.Transformer, model.Loader, "E:\\tmp\\model.bin"); // Create testing data. Use different random seed to make it different from training data. var testData = mlContext.Data.LoadFromEnumerable(GenerateRandomDataPoints(5, seed: 123)); // Run the model on test data set. - var transformedTestData = model.Transform(testData); + var transformedTestData = model.Transformer.Transform(testData); // Convert IDataView object to a list. var predictions = mlContext.Data.CreateEnumerable(transformedTestData, reuseRowObject: false).ToList(); @@ -78,7 +89,10 @@ private static IEnumerable GenerateRandomDataPoints(int count, int se // Example with label and 50 feature values. A data set is a collection of such examples. private class DataPoint { + [LoadColumn(0)] public float Label { get; set; } + + [LoadColumn(1, 50)] [VectorType(50)] public float[] Features { get; set; } } diff --git a/src/Microsoft.ML.FastTree/FastTree.cs b/src/Microsoft.ML.FastTree/FastTree.cs index b8dd3faafb..0df88ef8e0 100644 --- a/src/Microsoft.ML.FastTree/FastTree.cs +++ b/src/Microsoft.ML.FastTree/FastTree.cs @@ -2791,7 +2791,6 @@ public abstract class TreeEnsembleModelParameters : IPredictorWithFeatureWeights, IFeatureContributionMapper, ICalculateFeatureContribution, - ICanGetSummaryAsIRow, ISingleCanSavePfa, ISingleCanSaveOnnx { @@ -3276,22 +3275,22 @@ internal int GetLeaf(int treeId, in VBuffer features, ref List path) return TrainedEnsemble.GetTreeAt(treeId).GetLeaf(in features, ref path); } - DataViewRow ICanGetSummaryAsIRow.GetSummaryIRowOrNull(RoleMappedSchema schema) - { - var names = default(VBuffer>); - AnnotationUtils.GetSlotNames(schema, RoleMappedSchema.ColumnRole.Feature, NumFeatures, ref names); - var metaBuilder = new DataViewSchema.Annotations.Builder(); - metaBuilder.AddSlotNames(NumFeatures, names.CopyTo); + //DataViewRow ICanGetSummaryAsIRow.GetSummaryIRowOrNull(RoleMappedSchema schema) + //{ + // var names = default(VBuffer>); + // AnnotationUtils.GetSlotNames(schema, RoleMappedSchema.ColumnRole.Feature, NumFeatures, ref names); + // var metaBuilder = new DataViewSchema.Annotations.Builder(); + // metaBuilder.AddSlotNames(NumFeatures, names.CopyTo); - var weights = default(VBuffer); - ((IHaveFeatureWeights)this).GetFeatureWeights(ref weights); - var builder = new DataViewSchema.Annotations.Builder(); - builder.Add>("Gains", new VectorDataViewType(NumberDataViewType.Single, NumFeatures), weights.CopyTo, metaBuilder.ToAnnotations()); + // var weights = default(VBuffer); + // ((IHaveFeatureWeights)this).GetFeatureWeights(ref weights); + // var builder = new DataViewSchema.Annotations.Builder(); + // builder.Add>("Gains", new VectorDataViewType(NumberDataViewType.Single, NumFeatures), weights.CopyTo, metaBuilder.ToAnnotations()); - return AnnotationUtils.AnnotationsAsRow(builder.ToAnnotations()); - } + // return AnnotationUtils.AnnotationsAsRow(builder.ToAnnotations()); + //} - DataViewRow ICanGetSummaryAsIRow.GetStatsIRowOrNull(RoleMappedSchema schema) => null; + //DataViewRow ICanGetSummaryAsIRow.GetStatsIRowOrNull(RoleMappedSchema schema) => null; private sealed class Tree : ITree> { @@ -3435,7 +3434,7 @@ IDataView ICanGetSummaryAsIDataView.GetSummaryDataView(RoleMappedSchema schema) // RightChild column. builder.AddColumn(nameof(RegressionTree.RightChild) + currentTree, NumberDataViewType.Int32, - trees[i].RightChild.ToArray()); + new[] { trees[i].RightChild.ToArray() }); // NumericalSplitFeatureIndexes column. builder.AddColumn(nameof(RegressionTree.NumericalSplitFeatureIndexes) + currentTree, NumberDataViewType.Int32, diff --git a/test/Microsoft.ML.Core.Tests/UnitTests/TestEntryPoints.cs b/test/Microsoft.ML.Core.Tests/UnitTests/TestEntryPoints.cs index ea0cfb4b87..f076ff7d48 100644 --- a/test/Microsoft.ML.Core.Tests/UnitTests/TestEntryPoints.cs +++ b/test/Microsoft.ML.Core.Tests/UnitTests/TestEntryPoints.cs @@ -970,8 +970,8 @@ public void EntryPointPipelineEnsembleText() var data = splitOutput.TrainData[i]; if (i % 2 == 0) { - data = new TextFeaturizingEstimator(Env, "Features", new List { "Text" }, - new TextFeaturizingEstimator.Options { + data = new TextFeaturizingEstimator(Env, "Features", new List { "Text" }, + new TextFeaturizingEstimator.Options { StopWordsRemoverOptions = new StopWordsRemovingEstimator.Options(), }).Fit(data).Transform(data); } @@ -5653,5 +5653,31 @@ public void LoadEntryPointModel() } } } + + [Fact] + public void TestSummary() + { + string inputGraph = + $@" + {{ + 'Nodes': [ + {{ + 'Inputs': {{ 'PredictorModel': '$predictor_model' }}, + 'Name': 'Models.Summarizer', + 'Outputs': {{ 'Summary': '$output_data' }} + }}], + 'Inputs' : {{ + 'predictor_model': 'E:\\tmp\\modelmml.bin' + }}, + 'Outputs' : {{ + 'output_data': 'E:\\tmp\\output.csv' + }} + }}"; + var jsonPath = DeleteOutputPath("graph.json"); + File.WriteAllLines(jsonPath, new[] { inputGraph }); + var args = new ExecuteGraphCommand.Arguments() { GraphPath = jsonPath }; + var cmd = new ExecuteGraphCommand(Env, args); + cmd.Run(); + } } } From 58d4125f0f54a9f7f56e25d714cfe1762c10da5f Mon Sep 17 00:00:00 2001 From: Artidoro Pagnoni Date: Tue, 18 Jun 2019 16:04:44 -0700 Subject: [PATCH 03/16] working on alternative schema --- src/Microsoft.ML.FastTree/FastTree.cs | 86 ++++++++++++++++----------- 1 file changed, 52 insertions(+), 34 deletions(-) diff --git a/src/Microsoft.ML.FastTree/FastTree.cs b/src/Microsoft.ML.FastTree/FastTree.cs index 0df88ef8e0..6bca320538 100644 --- a/src/Microsoft.ML.FastTree/FastTree.cs +++ b/src/Microsoft.ML.FastTree/FastTree.cs @@ -3415,55 +3415,73 @@ IDataView ICanGetSummaryAsIDataView.GetSummaryDataView(RoleMappedSchema schema) var builder = new ArrayDataViewBuilder(Host); var trees = TrainedTreeEnsemble.Trees; + var numberOfRows = trees.Select(tree => tree.NumberOfNodes).Sum(); - // Bias column. It will be repeated for every tree. + // Tree id indicates which tree the node belongs to. + var treeId = new List(); + for (int i = 0; i < trees.Count; i++) + treeId.AddRange(Enumerable.Repeat(i, trees[i].NumberOfNodes)); + + builder.AddColumn(nameof(RegressionTreeEnsemble.Bias), NumberDataViewType.Double, treeId); + + // Bias column. This is a repeated value for all trees. builder.AddColumn(nameof(RegressionTreeEnsemble.Bias), NumberDataViewType.Double, - new[] { TrainedTreeEnsemble.Bias }); + Enumerable.Repeat(TrainedTreeEnsemble.Bias, numberOfRows)); // TreeWeights column. - builder.AddColumn(nameof(RegressionTreeEnsemble.TreeWeights), NumberDataViewType.Double, - new[] { TrainedTreeEnsemble.TreeWeights.ToArray() }); + var treeWeights = new List(); + for (int i = 0; i < trees.Count; i ++) + treeWeights.AddRange(Enumerable.Repeat(TrainedTreeEnsemble.TreeWeights[i], trees[i].NumberOfNodes)); + builder.AddColumn(nameof(RegressionTreeEnsemble.TreeWeights), NumberDataViewType.Double, treeWeights); + + // LeftChild column. + var leftChild = new List(); for (int i = 0; i < trees.Count; i++) - { - string currentTree = $"_Tree_{i}"; + leftChild.AddRange(trees[i].LeftChild.AsEnumerable()); + + builder.AddColumn(nameof(RegressionTree.LeftChild), NumberDataViewType.Int32, leftChild); - // LeftChild column. - builder.AddColumn(nameof(RegressionTree.LeftChild) + currentTree, NumberDataViewType.Int32, - new[] { trees[i].LeftChild.ToArray() }); + // RightChild column. + var rightChild = new List(); + for (int i = 0; i < trees.Count; i++) + rightChild.AddRange(trees[i].RightChild.AsEnumerable()); + + builder.AddColumn(nameof(RegressionTree.RightChild), NumberDataViewType.Int32, rightChild); + + // NumericalSplitFeatureIndexes column. + var numericalSplitFeatureIndexes = new List(); + for (int i = 0; i < trees.Count; i++) + numericalSplitFeatureIndexes.AddRange(trees[i].NumericalSplitFeatureIndexes.AsEnumerable()); - // RightChild column. - builder.AddColumn(nameof(RegressionTree.RightChild) + currentTree, NumberDataViewType.Int32, - new[] { trees[i].RightChild.ToArray() }); + builder.AddColumn(nameof(RegressionTree.NumericalSplitFeatureIndexes), NumberDataViewType.Int32, numericalSplitFeatureIndexes); - // NumericalSplitFeatureIndexes column. - builder.AddColumn(nameof(RegressionTree.NumericalSplitFeatureIndexes) + currentTree, NumberDataViewType.Int32, - new[] { trees[i].NumericalSplitFeatureIndexes.ToArray() }); + // NumericalSplitThresholds column. + var numericalSplitThresholds = new List(); + for (int i = 0; i < trees.Count; i++) + numericalSplitThresholds.AddRange(trees[i].NumericalSplitThresholds.AsEnumerable()); - // NumericalSplitThresholds column. - builder.AddColumn(nameof(RegressionTree.NumericalSplitThresholds) + currentTree, NumberDataViewType.Single, - new[] { trees[i].NumericalSplitThresholds.ToArray() }); + builder.AddColumn(nameof(RegressionTree.NumericalSplitThresholds), NumberDataViewType.Single, numericalSplitThresholds); - // CategoricalSplitFlags column. - builder.AddColumn(nameof(RegressionTree.CategoricalSplitFlags) + currentTree, BooleanDataViewType.Instance, - new[] { trees[i].CategoricalSplitFlags.ToArray() }); + // CategoricalSplitFlags column. + builder.AddColumn(nameof(RegressionTree.CategoricalSplitFlags), BooleanDataViewType.Instance, + new[] { trees[i].CategoricalSplitFlags.ToArray() }); - // LeafValues column. - builder.AddColumn(nameof(RegressionTree.LeafValues) + currentTree, NumberDataViewType.Double, - new[] { trees[i].LeafValues.ToArray() }); + // LeafValues column. + builder.AddColumn(nameof(RegressionTree.LeafValues), NumberDataViewType.Double, + new[] { trees[i].LeafValues.ToArray() }); - // SplitGains column. - builder.AddColumn(nameof(RegressionTree.SplitGains) + currentTree, NumberDataViewType.Double, - new[] { trees[i].SplitGains.ToArray() }); + // SplitGains column. + builder.AddColumn(nameof(RegressionTree.SplitGains), NumberDataViewType.Double, + new[] { trees[i].SplitGains.ToArray() }); - // NumberOfLeaves column. - builder.AddColumn(nameof(RegressionTree.NumberOfLeaves) + currentTree, NumberDataViewType.Int32, - new[] { trees[i].NumberOfLeaves }); + // NumberOfLeaves column. + builder.AddColumn(nameof(RegressionTree.NumberOfLeaves), NumberDataViewType.Int32, + new[] { trees[i].NumberOfLeaves }); - // NumberOfNodes column. - builder.AddColumn(nameof(RegressionTree.NumberOfNodes) + currentTree, NumberDataViewType.Int32, - new[] { trees[i].NumberOfNodes }); - } + // NumberOfNodes column. + builder.AddColumn(nameof(RegressionTree.NumberOfNodes), NumberDataViewType.Int32, + new[] { trees[i].NumberOfNodes }); // REVIEW: Should these two be exposed, if so how? // public IReadOnlyList GetCategoricalSplitFeaturesAt(int nodeIndex) From e6017b5c7a02a01421463875cd2f074a5fafc817 Mon Sep 17 00:00:00 2001 From: Artidoro Pagnoni Date: Thu, 20 Jun 2019 10:14:43 -0700 Subject: [PATCH 04/16] changed schema one node per row --- src/Microsoft.ML.FastTree/FastTree.cs | 91 +------ .../Utils/RegressionTreeBaseUtils.cs | 197 ++++++++++++++ .../UnitTests/TestEntryPoints.cs | 26 -- .../TrainerEstimators/TreeEstimators.cs | 243 ++++++++++++++++++ 4 files changed, 450 insertions(+), 107 deletions(-) create mode 100644 src/Microsoft.ML.FastTree/Utils/RegressionTreeBaseUtils.cs diff --git a/src/Microsoft.ML.FastTree/FastTree.cs b/src/Microsoft.ML.FastTree/FastTree.cs index 6bca320538..9a75d2d21e 100644 --- a/src/Microsoft.ML.FastTree/FastTree.cs +++ b/src/Microsoft.ML.FastTree/FastTree.cs @@ -14,6 +14,7 @@ using Microsoft.ML.CommandLine; using Microsoft.ML.Data; using Microsoft.ML.Data.Conversion; +using Microsoft.ML.FastTree.Utils; using Microsoft.ML.Internal.Internallearn; using Microsoft.ML.Internal.Utilities; using Microsoft.ML.Model; @@ -3407,88 +3408,10 @@ private RegressionTreeEnsemble CreateTreeEnsembleFromInternalDataStructure() } /// - /// Builds an IDataView that represents the TreeEnsemble. The suffix of the column name indicates which - /// tree the column is referring to. + /// Used for the Summarize entrypoint. /// IDataView ICanGetSummaryAsIDataView.GetSummaryDataView(RoleMappedSchema schema) - { - var builder = new ArrayDataViewBuilder(Host); - - var trees = TrainedTreeEnsemble.Trees; - var numberOfRows = trees.Select(tree => tree.NumberOfNodes).Sum(); - - // Tree id indicates which tree the node belongs to. - var treeId = new List(); - for (int i = 0; i < trees.Count; i++) - treeId.AddRange(Enumerable.Repeat(i, trees[i].NumberOfNodes)); - - builder.AddColumn(nameof(RegressionTreeEnsemble.Bias), NumberDataViewType.Double, treeId); - - // Bias column. This is a repeated value for all trees. - builder.AddColumn(nameof(RegressionTreeEnsemble.Bias), NumberDataViewType.Double, - Enumerable.Repeat(TrainedTreeEnsemble.Bias, numberOfRows)); - - // TreeWeights column. - var treeWeights = new List(); - for (int i = 0; i < trees.Count; i ++) - treeWeights.AddRange(Enumerable.Repeat(TrainedTreeEnsemble.TreeWeights[i], trees[i].NumberOfNodes)); - - builder.AddColumn(nameof(RegressionTreeEnsemble.TreeWeights), NumberDataViewType.Double, treeWeights); - - // LeftChild column. - var leftChild = new List(); - for (int i = 0; i < trees.Count; i++) - leftChild.AddRange(trees[i].LeftChild.AsEnumerable()); - - builder.AddColumn(nameof(RegressionTree.LeftChild), NumberDataViewType.Int32, leftChild); - - // RightChild column. - var rightChild = new List(); - for (int i = 0; i < trees.Count; i++) - rightChild.AddRange(trees[i].RightChild.AsEnumerable()); - - builder.AddColumn(nameof(RegressionTree.RightChild), NumberDataViewType.Int32, rightChild); - - // NumericalSplitFeatureIndexes column. - var numericalSplitFeatureIndexes = new List(); - for (int i = 0; i < trees.Count; i++) - numericalSplitFeatureIndexes.AddRange(trees[i].NumericalSplitFeatureIndexes.AsEnumerable()); - - builder.AddColumn(nameof(RegressionTree.NumericalSplitFeatureIndexes), NumberDataViewType.Int32, numericalSplitFeatureIndexes); - - // NumericalSplitThresholds column. - var numericalSplitThresholds = new List(); - for (int i = 0; i < trees.Count; i++) - numericalSplitThresholds.AddRange(trees[i].NumericalSplitThresholds.AsEnumerable()); - - builder.AddColumn(nameof(RegressionTree.NumericalSplitThresholds), NumberDataViewType.Single, numericalSplitThresholds); - - // CategoricalSplitFlags column. - builder.AddColumn(nameof(RegressionTree.CategoricalSplitFlags), BooleanDataViewType.Instance, - new[] { trees[i].CategoricalSplitFlags.ToArray() }); - - // LeafValues column. - builder.AddColumn(nameof(RegressionTree.LeafValues), NumberDataViewType.Double, - new[] { trees[i].LeafValues.ToArray() }); - - // SplitGains column. - builder.AddColumn(nameof(RegressionTree.SplitGains), NumberDataViewType.Double, - new[] { trees[i].SplitGains.ToArray() }); - - // NumberOfLeaves column. - builder.AddColumn(nameof(RegressionTree.NumberOfLeaves), NumberDataViewType.Int32, - new[] { trees[i].NumberOfLeaves }); - - // NumberOfNodes column. - builder.AddColumn(nameof(RegressionTree.NumberOfNodes), NumberDataViewType.Int32, - new[] { trees[i].NumberOfNodes }); - - // REVIEW: Should these two be exposed, if so how? - // public IReadOnlyList GetCategoricalSplitFeaturesAt(int nodeIndex) - // public IReadOnlyList GetCategoricalCategoricalSplitFeatureRangeAt(int nodeIndex) - - return builder.GetDataView(); - } + => RegressionTreeBaseUtils.RegressionTreeEnsembleAsIDataView(Host, TrainedTreeEnsemble.Bias, TrainedTreeEnsemble.TreeWeights, TrainedTreeEnsemble.Trees); } /// @@ -3501,7 +3424,7 @@ IDataView ICanGetSummaryAsIDataView.GetSummaryDataView(RoleMappedSchema schema) /// and is the type of /// . /// - public abstract class TreeEnsembleModelParametersBasedOnQuantileRegressionTree : TreeEnsembleModelParameters + public abstract class TreeEnsembleModelParametersBasedOnQuantileRegressionTree : TreeEnsembleModelParameters, ICanGetSummaryAsIDataView { /// /// An ensemble of trees exposed to users. It is a wrapper on the @@ -3529,5 +3452,11 @@ private QuantileRegressionTreeEnsemble CreateTreeEnsembleFromInternalDataStructu var treeWeights = TrainedEnsemble.Trees.Select(tree => tree.Weight); return new QuantileRegressionTreeEnsemble(trees, treeWeights, TrainedEnsemble.Bias); } + + /// + /// Used for the Summarize entrypoint. + /// + IDataView ICanGetSummaryAsIDataView.GetSummaryDataView(RoleMappedSchema schema) + => RegressionTreeBaseUtils.RegressionTreeEnsembleAsIDataView(Host, TrainedTreeEnsemble.Bias, TrainedTreeEnsemble.TreeWeights, TrainedTreeEnsemble.Trees); } } diff --git a/src/Microsoft.ML.FastTree/Utils/RegressionTreeBaseUtils.cs b/src/Microsoft.ML.FastTree/Utils/RegressionTreeBaseUtils.cs new file mode 100644 index 0000000000..9b73cefa96 --- /dev/null +++ b/src/Microsoft.ML.FastTree/Utils/RegressionTreeBaseUtils.cs @@ -0,0 +1,197 @@ +// Licensed to the .NET Foundation under one or more agreements. +// The .NET Foundation licenses this file to you under the MIT license. +// See the LICENSE file in the project root for more information. + +using System; +using System.Collections.Generic; +using System.Linq; +using Microsoft.ML.Data; +using Microsoft.ML.Runtime; +using Microsoft.ML.Trainers.FastTree; + +namespace Microsoft.ML.FastTree.Utils +{ + internal class RegressionTreeBaseUtils + { + /// + /// Utility method used to represent a tree ensemble as an . + /// Every row in the corresponds to a node in the tree ensemble. The columns are the fields for each node. + /// The column TreeID specifies which tree the node belongs to. The gets + /// special treatment since it has some additional fields ( + /// and ). + /// + public static IDataView RegressionTreeEnsembleAsIDataView(IHost host, double bias, IReadOnlyList treeWeights, IReadOnlyList trees) + { + var builder = new ArrayDataViewBuilder(host); + var numberOfRows = trees.Select(tree => tree.NumberOfNodes).Sum() + trees.Select(tree => tree.NumberOfLeaves).Sum(); + + // Bias column. This will be a repeated value for all rows in the resulting IDataView. + builder.AddColumn("Bias", NumberDataViewType.Double, Enumerable.Repeat(bias, numberOfRows).ToArray()); + + // TreeWeights column. The TreeWeight value will be repeated for all the notes in the same tree in the IDataView. + var treeWeightsList = new List(); + for (int i = 0; i < trees.Count; i++) + treeWeightsList.AddRange(Enumerable.Repeat(treeWeights[i], trees[i].NumberOfNodes + trees[i].NumberOfLeaves)); + + builder.AddColumn("TreeWeights", NumberDataViewType.Double, treeWeightsList.ToArray()); + + // Tree id indicates which tree the node belongs to. + var treeId = new List(); + for (int i = 0; i < trees.Count; i++) + treeId.AddRange(Enumerable.Repeat(i, trees[i].NumberOfNodes + trees[i].NumberOfLeaves)); + + builder.AddColumn("TreeID", NumberDataViewType.Int32, treeId.ToArray()); + + // IsLeaf column indicates if node is a leaf node. + var isLeaf = new List>(); + for (int i = 0; i < trees.Count; i++) + { + isLeaf.AddRange(Enumerable.Repeat(new ReadOnlyMemory("Tree node".ToCharArray()), trees[i].NumberOfNodes)); + isLeaf.AddRange(Enumerable.Repeat(new ReadOnlyMemory("Leaf node".ToCharArray()), trees[i].NumberOfLeaves)); + } + + // Bias column. This is a repeated value for all trees. + builder.AddColumn("IsLeaf", TextDataViewType.Instance, isLeaf.ToArray()); + + // LeftChild column. + var leftChild = new List(); + for (int i = 0; i < trees.Count; i++) + { + leftChild.AddRange(trees[i].LeftChild.AsEnumerable()); + leftChild.AddRange(Enumerable.Repeat(0, trees[i].NumberOfLeaves)); + } + + builder.AddColumn(nameof(RegressionTreeBase.LeftChild), NumberDataViewType.Int32, leftChild.ToArray()); + + // RightChild column. + var rightChild = new List(); + for (int i = 0; i < trees.Count; i++) + { + rightChild.AddRange(trees[i].RightChild.AsEnumerable()); + rightChild.AddRange(Enumerable.Repeat(0, trees[i].NumberOfLeaves)); + } + + builder.AddColumn(nameof(RegressionTreeBase.RightChild), NumberDataViewType.Int32, rightChild.ToArray()); + + // NumericalSplitFeatureIndexes column. + var numericalSplitFeatureIndexes = new List(); + for (int i = 0; i < trees.Count; i++) + { + numericalSplitFeatureIndexes.AddRange(trees[i].NumericalSplitFeatureIndexes.AsEnumerable()); + numericalSplitFeatureIndexes.AddRange(Enumerable.Repeat(0, trees[i].NumberOfLeaves)); + } + + builder.AddColumn(nameof(RegressionTreeBase.NumericalSplitFeatureIndexes), NumberDataViewType.Int32, numericalSplitFeatureIndexes.ToArray()); + + // NumericalSplitThresholds column. + var numericalSplitThresholds = new List(); + for (int i = 0; i < trees.Count; i++) + { + numericalSplitThresholds.AddRange(trees[i].NumericalSplitThresholds.AsEnumerable()); + numericalSplitThresholds.AddRange(Enumerable.Repeat(0f, trees[i].NumberOfLeaves)); + } + + builder.AddColumn(nameof(RegressionTreeBase.NumericalSplitThresholds), NumberDataViewType.Single, numericalSplitThresholds.ToArray()); + + // CategoricalSplitFlags column. + var categoricalSplitFlags = new List(); + for (int i = 0; i < trees.Count; i++) + { + categoricalSplitFlags.AddRange(trees[i].CategoricalSplitFlags.AsEnumerable()); + categoricalSplitFlags.AddRange(Enumerable.Repeat(false, trees[i].NumberOfLeaves)); + } + + builder.AddColumn(nameof(RegressionTreeBase.CategoricalSplitFlags), BooleanDataViewType.Instance, categoricalSplitFlags.ToArray()); + + // LeafValues column. + var leafValues = new List(); + for (int i = 0; i < trees.Count; i++) + { + leafValues.AddRange(Enumerable.Repeat(0d, trees[i].NumberOfNodes)); + leafValues.AddRange(trees[i].LeafValues.AsEnumerable()); + } + + builder.AddColumn(nameof(RegressionTreeBase.LeafValues), NumberDataViewType.Double, leafValues.ToArray()); + + // SplitGains column. + var splitGains = new List(); + for (int i = 0; i < trees.Count; i++) + { + splitGains.AddRange(trees[i].SplitGains.AsEnumerable()); + splitGains.AddRange(Enumerable.Repeat(0d, trees[i].NumberOfLeaves)); + } + + builder.AddColumn(nameof(RegressionTreeBase.SplitGains), NumberDataViewType.Double, splitGains.ToArray()); + + // CategoricalSplitFeatures column. + var categoricalSplitFeatures = new List>(); + for (int i = 0; i < trees.Count; i++) + { + for (int j = 0; j < trees[i].NumberOfNodes; j++) + { + var categoricalSplitFeaturesArray = trees[i].GetCategoricalSplitFeaturesAt(j).ToArray(); + categoricalSplitFeatures.Add(new VBuffer(categoricalSplitFeaturesArray.Length, categoricalSplitFeaturesArray)); + var len = trees[i].GetCategoricalSplitFeaturesAt(j).ToArray().Length; + } + + categoricalSplitFeatures.AddRange(Enumerable.Repeat(new VBuffer(), trees[i].NumberOfLeaves)); + } + + builder.AddColumn("CategoricalSplitFeatures", NumberDataViewType.Int32, categoricalSplitFeatures.ToArray()); + + // CategoricalCategoricalSplitFeatureRange column. + var categoricalCategoricalSplitFeatureRange = new List>(); + for (int i = 0; i < trees.Count; i++) + { + for (int j = 0; j < trees[i].NumberOfNodes; j++) + { + var categoricalCategoricalSplitFeatureRangeArray = trees[i].GetCategoricalCategoricalSplitFeatureRangeAt(j).ToArray(); + categoricalCategoricalSplitFeatureRange.Add(new VBuffer(categoricalCategoricalSplitFeatureRangeArray.Length, categoricalCategoricalSplitFeatureRangeArray)); + var len = trees[i].GetCategoricalCategoricalSplitFeatureRangeAt(j).ToArray().Length; + } + categoricalCategoricalSplitFeatureRange.AddRange(Enumerable.Repeat(new VBuffer(), trees[i].NumberOfLeaves)); + } + + builder.AddColumn("CategoricalCategoricalSplitFeatureRange", NumberDataViewType.Int32, categoricalCategoricalSplitFeatureRange.ToArray()); + + // If the input tree array is a quantile regression tree we need to add two more columns. + var quantileTrees = trees as IReadOnlyList; + if (quantileTrees != null) + { + // LeafSamples column. + var leafSamples = new List>(); + for (int i = 0; i < quantileTrees.Count; i++) + { + leafSamples.AddRange(Enumerable.Repeat(new VBuffer(), quantileTrees[i].NumberOfNodes)); + for (int j = 0; j < quantileTrees[i].NumberOfLeaves; j++) + { + var leafSamplesArray = quantileTrees[i].GetLeafSamplesAt(j).ToArray(); + leafSamples.Add(new VBuffer(leafSamplesArray.Length, leafSamplesArray)); + var len = quantileTrees[i].GetLeafSamplesAt(j).ToArray().Length; + } + } + + builder.AddColumn("LeafSamples", NumberDataViewType.Double, leafSamples.ToArray()); + + // LeafSampleWeights column. + var leafSampleWeights = new List>(); + for (int i = 0; i < quantileTrees.Count; i++) + { + leafSampleWeights.AddRange(Enumerable.Repeat(new VBuffer(), quantileTrees[i].NumberOfNodes)); + for (int j = 0; j < quantileTrees[i].NumberOfLeaves; j++) + { + var leafSampleWeightsArray = quantileTrees[i].GetLeafSampleWeightsAt(j).ToArray(); + leafSampleWeights.Add(new VBuffer(leafSampleWeightsArray.Length, leafSampleWeightsArray)); + var len = quantileTrees[i].GetLeafSampleWeightsAt(j).ToArray().Length; + } + } + + builder.AddColumn("LeafSampleWeights", NumberDataViewType.Double, leafSampleWeights.ToArray()); + } + + var data = builder.GetDataView(); + return data; + } + + } +} diff --git a/test/Microsoft.ML.Core.Tests/UnitTests/TestEntryPoints.cs b/test/Microsoft.ML.Core.Tests/UnitTests/TestEntryPoints.cs index f076ff7d48..cae8da07bd 100644 --- a/test/Microsoft.ML.Core.Tests/UnitTests/TestEntryPoints.cs +++ b/test/Microsoft.ML.Core.Tests/UnitTests/TestEntryPoints.cs @@ -5653,31 +5653,5 @@ public void LoadEntryPointModel() } } } - - [Fact] - public void TestSummary() - { - string inputGraph = - $@" - {{ - 'Nodes': [ - {{ - 'Inputs': {{ 'PredictorModel': '$predictor_model' }}, - 'Name': 'Models.Summarizer', - 'Outputs': {{ 'Summary': '$output_data' }} - }}], - 'Inputs' : {{ - 'predictor_model': 'E:\\tmp\\modelmml.bin' - }}, - 'Outputs' : {{ - 'output_data': 'E:\\tmp\\output.csv' - }} - }}"; - var jsonPath = DeleteOutputPath("graph.json"); - File.WriteAllLines(jsonPath, new[] { inputGraph }); - var args = new ExecuteGraphCommand.Arguments() { GraphPath = jsonPath }; - var cmd = new ExecuteGraphCommand(Env, args); - cmd.Run(); - } } } diff --git a/test/Microsoft.ML.Tests/TrainerEstimators/TreeEstimators.cs b/test/Microsoft.ML.Tests/TrainerEstimators/TreeEstimators.cs index b95f84b9a6..47a5697ed0 100644 --- a/test/Microsoft.ML.Tests/TrainerEstimators/TreeEstimators.cs +++ b/test/Microsoft.ML.Tests/TrainerEstimators/TreeEstimators.cs @@ -9,6 +9,7 @@ using Microsoft.ML.Calibrators; using Microsoft.ML.Data; using Microsoft.ML.Internal.Utilities; +using Microsoft.ML.Model; using Microsoft.ML.RunTests; using Microsoft.ML.Runtime; using Microsoft.ML.TestFramework.Attributes; @@ -687,5 +688,247 @@ public void LightGbmInDifferentCulture() Assert.True(metrics.MacroAccuracy > 0.8); Thread.CurrentThread.CurrentCulture = currentCulture; } + + private class SummaryDataRow + { + public double Bias { get; set; } + public double TreeWeights { get; set; } + public int TreeID { get; set; } + public string IsLeaf { get; set; } + public int LeftChild { get; set; } + public int RightChild { get; set; } + public int NumericalSplitFeatureIndexes { get; set; } + public float NumericalSplitThresholds { get; set; } + public bool CategoricalSplitFlags { get; set; } + public double LeafValues { get; set; } + public double SplitGains { get; set; } + [VectorType(0)] + public int[] CategoricalSplitFeatures { get; set; } + [VectorType(0)] + public int[] CategoricalCategoricalSplitFeatureRange { get; set; } + } + + private class QuantileTestSummaryDataRow : SummaryDataRow + { + [VectorType(0)] + public double[] LeafSamples { get; set; } + [VectorType(0)] + public double[] LeafSampleWeights { get; set; } + } + + private static void CheckSummaryRowTreeNode(SummaryDataRow row, int treeIndex, double bias, double treeWeight, RegressionTreeBase tree, int nodeId) + { + Assert.Equal(row.TreeID, treeIndex); + Assert.Equal(row.Bias, bias); + Assert.Equal(row.TreeWeights, treeWeight); + Assert.Equal("Tree node", row.IsLeaf); + Assert.Equal(row.LeftChild, tree.LeftChild[nodeId]); + Assert.Equal(row.RightChild, tree.RightChild[nodeId]); + Assert.Equal(row.NumericalSplitFeatureIndexes, tree.NumericalSplitFeatureIndexes[nodeId]); + Assert.Equal(row.NumericalSplitThresholds, tree.NumericalSplitThresholds[nodeId]); + Assert.Equal(row.CategoricalSplitFlags, tree.CategoricalSplitFlags[nodeId]); + Assert.Equal(0, row.LeafValues); + Assert.Equal(row.SplitGains, tree.SplitGains[nodeId]); + if(tree.GetCategoricalSplitFeaturesAt(nodeId).Count() > 0) + Assert.Equal(row.CategoricalSplitFeatures, tree.GetCategoricalSplitFeaturesAt(nodeId).ToArray()); + else + Assert.Null(row.CategoricalSplitFeatures); + if (tree.GetCategoricalCategoricalSplitFeatureRangeAt(nodeId).Count() > 0) + Assert.Equal(row.CategoricalCategoricalSplitFeatureRange, tree.GetCategoricalCategoricalSplitFeatureRangeAt(nodeId).ToArray()); + else + Assert.Null(row.CategoricalCategoricalSplitFeatureRange); + } + + private static void CheckSummaryRowLeafNode(SummaryDataRow row, int treeIndex, double bias, double treeWeight, RegressionTreeBase tree, int nodeId) + { + Assert.Equal(row.TreeID, treeIndex); + Assert.Equal(row.Bias, bias); + Assert.Equal(row.TreeWeights, treeWeight); + Assert.Equal("Leaf node", row.IsLeaf); + Assert.Equal(0, row.LeftChild); + Assert.Equal(0, row.RightChild); + Assert.Equal(0, row.NumericalSplitFeatureIndexes); + Assert.Equal(0, row.NumericalSplitThresholds); + Assert.False(row.CategoricalSplitFlags); + Assert.Equal(tree.LeafValues[nodeId], row.LeafValues); + Assert.Equal(0d, row.SplitGains); + Assert.Null(row.CategoricalSplitFeatures); + Assert.Null(row.CategoricalCategoricalSplitFeatureRange); + } + + private static void CheckSummaryRowLeafNodeQuantileTree(QuantileTestSummaryDataRow row, int treeIndex, double bias, double treeWeight, QuantileRegressionTree tree, int nodeId) + { + if (tree.GetLeafSamplesAt(nodeId).Count() > 0) + Assert.Equal(row.LeafSamples, tree.GetLeafSamplesAt(nodeId).ToArray()); + else + Assert.Null(row.LeafSamples); + if (tree.GetLeafSampleWeightsAt(nodeId).Count() > 0) + Assert.Equal(row.LeafSampleWeights, tree.GetLeafSampleWeightsAt(nodeId).ToArray()); + else + Assert.Null(row.LeafSampleWeights); + } + + private void CheckSummary(ICanGetSummaryAsIDataView modelParameters, double bias, IReadOnlyList treeWeights, IReadOnlyList trees) + { + var quantileTrees = trees as IReadOnlyList; + var summaryDataView = modelParameters.GetSummaryDataView(null); + IEnumerable summaryDataEnumerable; + + if (quantileTrees == null) + summaryDataEnumerable = ML.Data.CreateEnumerable(summaryDataView, true); + else + summaryDataEnumerable = ML.Data.CreateEnumerable(summaryDataView, true); + + var summaryDataEnumerator = summaryDataEnumerable.GetEnumerator(); + + for (int i = 0; i < trees.Count(); i++) + { + for (int j = 0; j < trees[i].NumberOfNodes; j++) + { + Assert.True(summaryDataEnumerator.MoveNext()); + var row = summaryDataEnumerator.Current; + CheckSummaryRowTreeNode(row, i, bias, treeWeights[i], trees[i], j); + } + + for (int j = 0; j < trees[i].NumberOfLeaves; j++) + { + Assert.True(summaryDataEnumerator.MoveNext()); + var row = summaryDataEnumerator.Current; + CheckSummaryRowLeafNode(row, i, bias, treeWeights[i], trees[i], j); + if (quantileTrees != null) + { + var quantileRow = row as QuantileTestSummaryDataRow; + Assert.NotNull(quantileRow); + CheckSummaryRowLeafNodeQuantileTree(quantileRow, i, bias, treeWeights[i], quantileTrees[i], j); + } + } + } + } + + [Fact] + public void FastTreeRegressorTestSummary() + { + var dataView = GetRegressionPipeline(); + var trainer = ML.Regression.Trainers.FastTree( + new FastTreeRegressionTrainer.Options { NumberOfTrees = 10, NumberOfThreads = 1, NumberOfLeaves = 5, CategoricalSplit = true}); + + var transformer = trainer.Fit(dataView); + + var trainedTreeEnsemble = transformer.Model.TrainedTreeEnsemble; + + var modelParameters = transformer.Model as ICanGetSummaryAsIDataView; + Assert.NotNull(modelParameters); + + CheckSummary(modelParameters, trainedTreeEnsemble.Bias, trainedTreeEnsemble.TreeWeights, trainedTreeEnsemble.Trees); + Done(); + } + + [Fact] + public void FastForestRegressorTestSummary() + { + var dataView = GetRegressionPipeline(); + var trainer = ML.Regression.Trainers.FastForest( + new FastForestRegressionTrainer.Options { NumberOfTrees = 10, NumberOfThreads = 1, NumberOfLeaves = 5, CategoricalSplit = true }); + + var transformer = trainer.Fit(dataView); + + var trainedTreeEnsemble = transformer.Model.TrainedTreeEnsemble; + + var modelParameters = transformer.Model as ICanGetSummaryAsIDataView; + Assert.NotNull(modelParameters); + + CheckSummary(modelParameters, trainedTreeEnsemble.Bias, trainedTreeEnsemble.TreeWeights, trainedTreeEnsemble.Trees); + Done(); + } + + [Fact] + public void FastTreeTweedieRegressorTestSummary() + { + var dataView = GetRegressionPipeline(); + var trainer = ML.Regression.Trainers.FastTreeTweedie( + new FastTreeTweedieTrainer.Options { NumberOfTrees = 10, NumberOfThreads = 1, NumberOfLeaves = 5, CategoricalSplit = true }); + + var transformer = trainer.Fit(dataView); + + var trainedTreeEnsemble = transformer.Model.TrainedTreeEnsemble; + + var modelParameters = transformer.Model as ICanGetSummaryAsIDataView; + Assert.NotNull(modelParameters); + + CheckSummary(modelParameters, trainedTreeEnsemble.Bias, trainedTreeEnsemble.TreeWeights, trainedTreeEnsemble.Trees); + Done(); + } + + [Fact] + public void LightGbmRegressorTestSummary() + { + var dataView = GetRegressionPipeline(); + var trainer = ML.Regression.Trainers.LightGbm( + new LightGbmRegressionTrainer.Options { NumberOfIterations = 10, NumberOfThreads = 1, NumberOfLeaves = 5, UseCategoricalSplit = true }); + + var transformer = trainer.Fit(dataView); + + var trainedTreeEnsemble = transformer.Model.TrainedTreeEnsemble; + + var modelParameters = transformer.Model as ICanGetSummaryAsIDataView; + Assert.NotNull(modelParameters); + + CheckSummary(modelParameters, trainedTreeEnsemble.Bias, trainedTreeEnsemble.TreeWeights, trainedTreeEnsemble.Trees); + Done(); + } + + [Fact] + public void FastTreeBinaryClassificationTestSummary() + { + var (pipeline, dataView) = GetBinaryClassificationPipeline(); + var estimator = pipeline.Append(ML.BinaryClassification.Trainers.FastTree( + new FastTreeBinaryTrainer.Options { NumberOfTrees = 10, NumberOfThreads = 1, NumberOfLeaves = 5, CategoricalSplit = true })); + + var transformer = estimator.Fit(dataView); + + var trainedTreeEnsemble = transformer.LastTransformer.Model.SubModel.TrainedTreeEnsemble; + + var modelParameters = transformer.LastTransformer.Model.SubModel as ICanGetSummaryAsIDataView; + Assert.NotNull(modelParameters); + + CheckSummary(modelParameters, trainedTreeEnsemble.Bias, trainedTreeEnsemble.TreeWeights, trainedTreeEnsemble.Trees); + Done(); + } + + [Fact] + public void FastForestBinaryClassificationTestSummary() + { + var (pipeline, dataView) = GetBinaryClassificationPipeline(); + var estimator = pipeline.Append(ML.BinaryClassification.Trainers.FastForest( + new FastForestBinaryTrainer.Options { NumberOfTrees = 10, NumberOfThreads = 1, NumberOfLeaves = 5, CategoricalSplit = true })); + + var transformer = estimator.Fit(dataView); + + var trainedTreeEnsemble = transformer.LastTransformer.Model.TrainedTreeEnsemble; + + var modelParameters = transformer.LastTransformer.Model as ICanGetSummaryAsIDataView; + Assert.NotNull(modelParameters); + + CheckSummary(modelParameters, trainedTreeEnsemble.Bias, trainedTreeEnsemble.TreeWeights, trainedTreeEnsemble.Trees); + Done(); + } + + [Fact] + public void LightGbmBinaryClassificationTestSummary() + { + var (pipeline, dataView) = GetBinaryClassificationPipeline(); + var trainer = pipeline.Append(ML.BinaryClassification.Trainers.LightGbm( + new LightGbmBinaryTrainer.Options { NumberOfIterations = 10, NumberOfThreads = 1, NumberOfLeaves = 5, UseCategoricalSplit = true })); + + var transformer = trainer.Fit(dataView); + + var trainedTreeEnsemble = transformer.LastTransformer.Model.SubModel.TrainedTreeEnsemble; + + var modelParameters = transformer.LastTransformer.Model.SubModel as ICanGetSummaryAsIDataView; + Assert.NotNull(modelParameters); + + CheckSummary(modelParameters, trainedTreeEnsemble.Bias, trainedTreeEnsemble.TreeWeights, trainedTreeEnsemble.Trees); + Done(); + } } } From 2c4fa9b2ae07775e23f6ec46f6725401aaf2521a Mon Sep 17 00:00:00 2001 From: Artidoro Pagnoni Date: Thu, 20 Jun 2019 10:24:35 -0700 Subject: [PATCH 05/16] cleaning up --- .../Dynamic/Trainers/Regression/FastTree.cs | 24 ++++--------------- src/Microsoft.ML.FastTree/FastTree.cs | 17 ------------- 2 files changed, 5 insertions(+), 36 deletions(-) diff --git a/docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/Regression/FastTree.cs b/docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/Regression/FastTree.cs index 911e4be9de..7a46027bc6 100644 --- a/docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/Regression/FastTree.cs +++ b/docs/samples/Microsoft.ML.Samples/Dynamic/Trainers/Regression/FastTree.cs @@ -1,9 +1,6 @@ using System; using System.Collections.Generic; -using System.IO; using System.Linq; -using System.Security.Cryptography; -using System.Security.Cryptography.X509Certificates; using Microsoft.ML; using Microsoft.ML.Data; @@ -12,10 +9,10 @@ namespace Samples.Dynamic.Trainers.Regression public static class FastTreeRegression { // This example requires installation of additional NuGet package - // Microsoft.ML.FastTree. + // Microsoft.ML.FastTree. public static void Example() { - // Create a new context for ML.NET operations. It can be used for exception tracking and logging, + // Create a new context for ML.NET operations. It can be used for exception tracking and logging, // as a catalog of available operations and as the source of randomness. // Setting the seed to a fixed number in this example to make outputs deterministic. var mlContext = new MLContext(seed: 0); @@ -26,25 +23,17 @@ public static void Example() // Convert the list of data points to an IDataView object, which is consumable by ML.NET API. var trainingData = mlContext.Data.LoadFromEnumerable(dataPoints); - using (var f = File.OpenWrite("E:\\tmp\\data.txt")) - mlContext.Data.SaveAsText(trainingData, f); - // Define the trainer. - - var pipeline = mlContext.Data.CreateTextLoader(hasHeader: true) - .Append(mlContext.Regression.Trainers.FastTree(labelColumnName: nameof(DataPoint.Label), - featureColumnName: nameof(DataPoint.Features))); + var pipeline = mlContext.Regression.Trainers.FastTree(labelColumnName: nameof(DataPoint.Label), featureColumnName: nameof(DataPoint.Features)); // Train the model. - var model = pipeline.Fit(new MultiFileSource(new[] { "E:\\tmp\\data.txt" })); - - mlContext.Model.Save(model.Transformer, model.Loader, "E:\\tmp\\model.bin"); + var model = pipeline.Fit(trainingData); // Create testing data. Use different random seed to make it different from training data. var testData = mlContext.Data.LoadFromEnumerable(GenerateRandomDataPoints(5, seed: 123)); // Run the model on test data set. - var transformedTestData = model.Transformer.Transform(testData); + var transformedTestData = model.Transform(testData); // Convert IDataView object to a list. var predictions = mlContext.Data.CreateEnumerable(transformedTestData, reuseRowObject: false).ToList(); @@ -89,10 +78,7 @@ private static IEnumerable GenerateRandomDataPoints(int count, int se // Example with label and 50 feature values. A data set is a collection of such examples. private class DataPoint { - [LoadColumn(0)] public float Label { get; set; } - - [LoadColumn(1, 50)] [VectorType(50)] public float[] Features { get; set; } } diff --git a/src/Microsoft.ML.FastTree/FastTree.cs b/src/Microsoft.ML.FastTree/FastTree.cs index 9a75d2d21e..82772ff151 100644 --- a/src/Microsoft.ML.FastTree/FastTree.cs +++ b/src/Microsoft.ML.FastTree/FastTree.cs @@ -3276,23 +3276,6 @@ internal int GetLeaf(int treeId, in VBuffer features, ref List path) return TrainedEnsemble.GetTreeAt(treeId).GetLeaf(in features, ref path); } - //DataViewRow ICanGetSummaryAsIRow.GetSummaryIRowOrNull(RoleMappedSchema schema) - //{ - // var names = default(VBuffer>); - // AnnotationUtils.GetSlotNames(schema, RoleMappedSchema.ColumnRole.Feature, NumFeatures, ref names); - // var metaBuilder = new DataViewSchema.Annotations.Builder(); - // metaBuilder.AddSlotNames(NumFeatures, names.CopyTo); - - // var weights = default(VBuffer); - // ((IHaveFeatureWeights)this).GetFeatureWeights(ref weights); - // var builder = new DataViewSchema.Annotations.Builder(); - // builder.Add>("Gains", new VectorDataViewType(NumberDataViewType.Single, NumFeatures), weights.CopyTo, metaBuilder.ToAnnotations()); - - // return AnnotationUtils.AnnotationsAsRow(builder.ToAnnotations()); - //} - - //DataViewRow ICanGetSummaryAsIRow.GetStatsIRowOrNull(RoleMappedSchema schema) => null; - private sealed class Tree : ITree> { private readonly InternalRegressionTree _regTree; From cc645861658a1e6c3850d888cf7c9119e96d65da Mon Sep 17 00:00:00 2001 From: Artidoro Pagnoni Date: Fri, 28 Jun 2019 11:01:44 -0700 Subject: [PATCH 06/16] lightgbm fact --- .../TrainerEstimators/TreeEstimators.cs | 30 +++++++++---------- 1 file changed, 15 insertions(+), 15 deletions(-) diff --git a/test/Microsoft.ML.Tests/TrainerEstimators/TreeEstimators.cs b/test/Microsoft.ML.Tests/TrainerEstimators/TreeEstimators.cs index 47a5697ed0..21e530faea 100644 --- a/test/Microsoft.ML.Tests/TrainerEstimators/TreeEstimators.cs +++ b/test/Microsoft.ML.Tests/TrainerEstimators/TreeEstimators.cs @@ -23,7 +23,7 @@ namespace Microsoft.ML.Tests.TrainerEstimators public partial class TrainerEstimators : TestDataPipeBase { /// - /// FastTreeBinaryClassification TrainerEstimator test + /// FastTreeBinaryClassification TrainerEstimator test /// [Fact] public void FastTreeBinaryEstimator() @@ -89,7 +89,7 @@ public void LightGBMBinaryEstimatorUnbalanced() } /// - /// LightGBMBinaryTrainer CorrectSigmoid test + /// LightGBMBinaryTrainer CorrectSigmoid test /// [LightGBMFact] public void LightGBMBinaryEstimatorCorrectSigmoid() @@ -154,7 +154,7 @@ public void FastForestClassificationEstimator() } /// - /// FastTreeRankingTrainer TrainerEstimator test + /// FastTreeRankingTrainer TrainerEstimator test /// [Fact] public void FastTreeRankerEstimator() @@ -178,7 +178,7 @@ public void FastTreeRankerEstimator() } /// - /// LightGbmRankingTrainer TrainerEstimator test + /// LightGbmRankingTrainer TrainerEstimator test /// [LightGBMFact] public void LightGBMRankerEstimator() @@ -196,7 +196,7 @@ public void LightGBMRankerEstimator() } /// - /// FastTreeRegressor TrainerEstimator test + /// FastTreeRegressor TrainerEstimator test /// [Fact] public void FastTreeRegressorEstimator() @@ -211,7 +211,7 @@ public void FastTreeRegressorEstimator() } /// - /// LightGbmRegressionTrainer TrainerEstimator test + /// LightGbmRegressionTrainer TrainerEstimator test /// [LightGBMFact] public void LightGBMRegressorEstimator() @@ -231,7 +231,7 @@ public void LightGBMRegressorEstimator() /// - /// RegressionGamTrainer TrainerEstimator test + /// RegressionGamTrainer TrainerEstimator test /// [Fact] public void GAMRegressorEstimator() @@ -249,7 +249,7 @@ public void GAMRegressorEstimator() } /// - /// FastTreeTweedieTrainer TrainerEstimator test + /// FastTreeTweedieTrainer TrainerEstimator test /// [Fact] public void TweedieRegressorEstimator() @@ -268,7 +268,7 @@ public void TweedieRegressorEstimator() } /// - /// FastForestRegression TrainerEstimator test + /// FastForestRegression TrainerEstimator test /// [Fact] public void FastForestRegressorEstimator() @@ -287,7 +287,7 @@ public void FastForestRegressorEstimator() } /// - /// LightGbmMulticlass TrainerEstimator test + /// LightGbmMulticlass TrainerEstimator test /// [LightGBMFact] public void LightGbmMulticlassEstimator() @@ -320,7 +320,7 @@ public void LightGbmMulticlassEstimatorWithOptions() } /// - /// LightGbmMulticlass CorrectSigmoid test + /// LightGbmMulticlass CorrectSigmoid test /// [LightGBMFact] public void LightGbmMulticlassEstimatorCorrectSigmoid() @@ -426,7 +426,7 @@ private void LightGbmHelper(bool useSoftmax, double sigmoid, out string modelStr var mlContext = new MLContext(seed: 0); var dataView = mlContext.Data.LoadFromEnumerable(dataList); int numberOfTrainingIterations = 3; - var gbmTrainer = new LightGbmMulticlassTrainer(mlContext, + var gbmTrainer = new LightGbmMulticlassTrainer(mlContext, new LightGbmMulticlassTrainer.Options { NumberOfIterations = numberOfTrainingIterations, @@ -773,7 +773,7 @@ private void CheckSummary(ICanGetSummaryAsIDataView modelParameters, double bias var quantileTrees = trees as IReadOnlyList; var summaryDataView = modelParameters.GetSummaryDataView(null); IEnumerable summaryDataEnumerable; - + if (quantileTrees == null) summaryDataEnumerable = ML.Data.CreateEnumerable(summaryDataView, true); else @@ -859,7 +859,7 @@ public void FastTreeTweedieRegressorTestSummary() Done(); } - [Fact] + [LightGBMFact] public void LightGbmRegressorTestSummary() { var dataView = GetRegressionPipeline(); @@ -913,7 +913,7 @@ public void FastForestBinaryClassificationTestSummary() Done(); } - [Fact] + [LightGBMFact] public void LightGbmBinaryClassificationTestSummary() { var (pipeline, dataView) = GetBinaryClassificationPipeline(); From 7f632ffe03edaa6f4f0be4e2e46e273333a6ade5 Mon Sep 17 00:00:00 2001 From: Artidoro Pagnoni Date: Fri, 28 Jun 2019 13:16:42 -0700 Subject: [PATCH 07/16] add entrypoint test --- .../Common/EntryPoints/Summarize.txt | 3845 +++++++++++++++++ .../UnitTests/TestEntryPoints.cs | 38 + .../FastTreeModelSummaryTest.bin | Bin 0 -> 34408 bytes 3 files changed, 3883 insertions(+) create mode 100644 test/BaselineOutput/Common/EntryPoints/Summarize.txt create mode 100644 test/data/EntryPointModels/FastTreeModelSummaryTest.bin diff --git a/test/BaselineOutput/Common/EntryPoints/Summarize.txt b/test/BaselineOutput/Common/EntryPoints/Summarize.txt new file mode 100644 index 0000000000..61e18ec6da --- /dev/null +++ b/test/BaselineOutput/Common/EntryPoints/Summarize.txt @@ -0,0 +1,3845 @@ +Bias TreeWeights TreeID IsLeaf LeftChild RightChild NumericalSplitFeatureIndexes NumericalSplitThresholds CategoricalSplitFlags LeafValues SplitGains +0 1 0 Tree node 1 -2 0 1.83176684 0 0 1.4210854715202004E-14 +0 1 0 Tree node 2 -3 0 1.71434939 0 0 7.1054273576010019E-15 +0 1 0 Tree node 3 -4 0 1.58826327 0 0 7.1054273576010019E-15 +0 1 0 Tree node 4 -5 0 1.30341458 0 0 7.1054273576010019E-15 +0 1 0 Tree node 5 -6 0 1.2771008 0 0 7.1054273576010019E-15 +0 1 0 Tree node 6 -7 1 1.68734193 0 0 3.5527136788005009E-15 +0 1 0 Tree node 7 -8 0 1.220647 0 0 1.0658141036401503E-14 +0 1 0 Tree node 8 -9 0 1.19117355 0 0 7.1054273576010019E-15 +0 1 0 Tree node 9 -10 0 1.18083286 0 0 1.0658141036401503E-14 +0 1 0 Tree node 10 -11 0 1.12578583 0 0 3.5527136788005009E-15 +0 1 0 Tree node 11 15 1 0.971951246 0 0 7.1054273576010019E-15 +0 1 0 Tree node 12 -13 0 1.085491 0 0 3.5527136788005009E-15 +0 1 0 Tree node 13 -14 0 0.952600241 0 0 3.5527136788005009E-15 +0 1 0 Tree node 14 -15 1 0.8137055 0 0 3.5527136788005009E-15 +0 1 0 Tree node 16 -16 0 0.8936579 0 0 3.5527136788005009E-15 +0 1 0 Tree node -12 -17 0 1.0550499 0 0 3.5527136788005009E-15 +0 1 0 Tree node 17 -18 0 0.83312875 0 0 1.7763568394002505E-15 +0 1 0 Tree node 18 -19 1 0.782299459 0 0 1.7763568394002505E-15 +0 1 0 Tree node -1 -20 2 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5:-0.50000000058441774 +0 1 99 Leaf node 7 5:-0.50000000058441774 +0 1 99 Leaf node 7 5:-0.50000000058441674 +0 1 99 Leaf node 7 5:-0.50000000058441774 +0 1 99 Leaf node 7 5:-0.50000000058441807 +0 1 99 Leaf node 7 5:-0.50000000058441807 +0 1 99 Leaf node 7 5:-0.50000000058441796 +0 1 99 Leaf node 7 5:-0.50000000058441796 +0 1 99 Leaf node 7 5:-0.50000000058441751 +0 1 99 Leaf node 7 5:-0.50000000058441785 +0 1 99 Leaf node 7 5:-0.50000000058441751 +0 1 99 Leaf node 7 5:-0.50000000058441763 +0 1 99 Leaf node 7 5:-0.50000000058441774 +0 1 99 Leaf node 7 5:-0.50000000058441774 diff --git a/test/Microsoft.ML.Core.Tests/UnitTests/TestEntryPoints.cs b/test/Microsoft.ML.Core.Tests/UnitTests/TestEntryPoints.cs index cae8da07bd..63bb0d643c 100644 --- a/test/Microsoft.ML.Core.Tests/UnitTests/TestEntryPoints.cs +++ b/test/Microsoft.ML.Core.Tests/UnitTests/TestEntryPoints.cs @@ -5653,5 +5653,43 @@ public void LoadEntryPointModel() } } } + /// + /// The model that is loaded was generated with the command line. + /// The below graph loads the model and calls the summarizer entrypoint. + /// We verify in this test that the output looks as expected. + /// + [Fact] + public void SummarizeTreeEntryPointTest() + { + var modelPath = GetDataPath("EntryPointModels/FastTreeModelSummaryTest.bin"); + var outputPath = GetOutputPath("EntryPoints", "Summarize.txt"); + string inputGraph = + $@" + {{ + 'Nodes': [ + {{ + 'Inputs': {{ 'PredictorModel': '$predictor_model' }}, + 'Name': 'Models.Summarizer', + 'Outputs': {{ 'Summary': '$output_data' }} + }}], + 'Inputs' : {{ + 'predictor_model': '{modelPath.Replace(@"\", @"\\")}' + }}, + 'Outputs' : {{ + 'output_data': '{outputPath.Replace(@"\", @"\\")}' + }} + }}"; + + var jsonPath = DeleteOutputPath("graph.json"); + File.WriteAllLines(jsonPath, new[] { inputGraph }); + + var args = new ExecuteGraphCommand.Arguments() { GraphPath = jsonPath }; + var cmd = new ExecuteGraphCommand(Env, args); + + CheckEquality("EntryPoints", "Summarize.txt"); + cmd.Run(); + + Done(); + } } } diff --git a/test/data/EntryPointModels/FastTreeModelSummaryTest.bin b/test/data/EntryPointModels/FastTreeModelSummaryTest.bin new file mode 100644 index 0000000000000000000000000000000000000000..641c9f967dde0fb339d5a678bddf4da3516d53a0 GIT binary patch literal 34408 zcmV*jKuo_-O9KQH0000800M8)PLwSnewF|L0LuUX02lxO090~eX>Mt5XGv~mZ(LSo za&u{KZZ33qbdAa}4uc>R0MNZj@4(&&2v!Y~v32U8iR}S?@gpP(265=^+avVNFQPKQudO00>aemYB#()$psn+`AVlx{%u+;Th8tOcmX$65D)YwDh{;GP0HD^T=De1sl;ZMl zJfFT$O9KQH0000800M8)PIV|2;H-TB0P3Fs0384T08nyeWNBk`Z*p8va%E&`V{~tF zTupCeWo#~MWqI742Ur!m_Vy7`5F3KM_kI+6H}>9p7aKNI#D*OUiYS5|1+go36l|z$ zR4iDrcSYty>wjZriAFD`TTn zM!fL<@uQ%R{)d8V^fc2q8X5DFgWrSreU#Vphuk^T#n(N@{dYqm;BtF~xtBboh^v zUMU%rl2Iv{lwzTjPjPW^Srl3-Mfov~-|wfwA4>VIlvt(2DCL_{zAEL5QlgdeSt*&7 zz8@8SP|ACyL@6awDesi>Rw-|AzoZU)hMH~idGT-L2ft?we|DujQ%aCh0+sRsAIf&6 z_$tLqDU+45SSh2G(hdJ1-IUT*DeaWvgZp)v@QPg+b(d9bb&j>Tv6-1WZeUkpZn9E! zy_t=pCvz#bf(7UDVCOG8vOe!!nfLuMELGcfEacQc7M^}Cd)u@#JKd-mdtP!86Q9*f 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b/test/BaselineOutput/Common/EntryPoints/ensemble-model1-summary.txt index c2b010213d..86aaedf56d 100644 --- a/test/BaselineOutput/Common/EntryPoints/ensemble-model1-summary.txt +++ b/test/BaselineOutput/Common/EntryPoints/ensemble-model1-summary.txt @@ -1,7 +1,3904 @@ #@ TextLoader{ #@ header+ #@ sep=tab -#@ col=Gains:R4:0-16 +#@ col=Bias:R8:0 +#@ col=TreeWeights:R8:1 +#@ col=TreeID:I4:2 +#@ col=IsLeaf:TX:3 +#@ col=LeftChild:I4:4 +#@ col=RightChild:I4:5 +#@ col=NumericalSplitFeatureIndexes:I4:6 +#@ col=NumericalSplitThresholds:R4:7 +#@ col=CategoricalSplitFlags:BL:8 +#@ col=LeafValues:R8:9 +#@ col=SplitGains:R8:10 +#@ col=CategoricalSplitFeatures:I4:11-** +#@ col={name=CategoricalCategoricalSplitFeatureRange type=I4 src={ min=-1 var=+}} #@ } -Cat.1 Cat.4 Cat.2 Cat.5 Cat.10 Cat.3 Cat.7 Cat.8 Cat.6 Features.thickness Features.uniform_size Features.uniform_shape Features.adhesion Features.epit_size Features.bare_nuclei Features.bland_chromatin Features.normal_nucleoli -0.0607880056 0 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5:0.11181678757411666 +0 1 99 Leaf node 7 5:0.50001549186191407 +0 1 99 Leaf node 7 5:-0.50001618272869852 +0 1 99 Leaf node 7 5:-0.30669155860021524 +0 1 99 Leaf node 7 5:0.50001924010721688 +0 1 99 Leaf node 7 5:-0.50002954279522349 +0 1 99 Leaf node 7 5:-0.16846639720283096 +0 1 99 Leaf node 7 5:0.50000005035134854 +0 1 99 Leaf node 7 5:0.50000600105381365 +0 1 99 Leaf node 7 5:0.39551379522731939 +0 1 99 Leaf node 7 5:0.50000052625607794 From 4e36d413d78900cdc9a9c3954835dfeb978637e2 Mon Sep 17 00:00:00 2001 From: Artidoro Pagnoni Date: Fri, 28 Jun 2019 17:22:26 -0700 Subject: [PATCH 09/16] working on updating the utils --- .../Utils/RegressionTreeBaseUtils.cs | 73 ++++++++----------- 1 file changed, 30 insertions(+), 43 deletions(-) diff --git a/src/Microsoft.ML.FastTree/Utils/RegressionTreeBaseUtils.cs b/src/Microsoft.ML.FastTree/Utils/RegressionTreeBaseUtils.cs index 9b73cefa96..4d7738c674 100644 --- a/src/Microsoft.ML.FastTree/Utils/RegressionTreeBaseUtils.cs +++ b/src/Microsoft.ML.FastTree/Utils/RegressionTreeBaseUtils.cs @@ -25,66 +25,48 @@ public static IDataView RegressionTreeEnsembleAsIDataView(IHost host, double bia var builder = new ArrayDataViewBuilder(host); var numberOfRows = trees.Select(tree => tree.NumberOfNodes).Sum() + trees.Select(tree => tree.NumberOfLeaves).Sum(); - // Bias column. This will be a repeated value for all rows in the resulting IDataView. - builder.AddColumn("Bias", NumberDataViewType.Double, Enumerable.Repeat(bias, numberOfRows).ToArray()); - // TreeWeights column. The TreeWeight value will be repeated for all the notes in the same tree in the IDataView. + // Bias can be added directly, it is the same across trees, so we don't need a list for that. var treeWeightsList = new List(); + var treeId = new List(); + var isLeaf = new List>(); + var leftChild = new List(); + var rightChild = new List(); + var numericalSplitFeatureIndexes = new List(); + var numericalSplitThresholds = new List(); + var categoricalSplitFlags = new List(); + var leafValues = new List(); + var splitGains = new List(); + var categoricalSplitFeatures = new List>(); + var categoricalCategoricalSplitFeatureRange = new List>(); + for (int i = 0; i < trees.Count; i++) + { + // TreeWeights column. The TreeWeight value will be repeated for all the notes in the same tree in the IDataView. treeWeightsList.AddRange(Enumerable.Repeat(treeWeights[i], trees[i].NumberOfNodes + trees[i].NumberOfLeaves)); - builder.AddColumn("TreeWeights", NumberDataViewType.Double, treeWeightsList.ToArray()); - - // Tree id indicates which tree the node belongs to. - var treeId = new List(); - for (int i = 0; i < trees.Count; i++) + // Tree id indicates which tree the node belongs to. treeId.AddRange(Enumerable.Repeat(i, trees[i].NumberOfNodes + trees[i].NumberOfLeaves)); - builder.AddColumn("TreeID", NumberDataViewType.Int32, treeId.ToArray()); - - // IsLeaf column indicates if node is a leaf node. - var isLeaf = new List>(); - for (int i = 0; i < trees.Count; i++) - { + // IsLeaf column indicates if node is a leaf node. isLeaf.AddRange(Enumerable.Repeat(new ReadOnlyMemory("Tree node".ToCharArray()), trees[i].NumberOfNodes)); isLeaf.AddRange(Enumerable.Repeat(new ReadOnlyMemory("Leaf node".ToCharArray()), trees[i].NumberOfLeaves)); - } - - // Bias column. This is a repeated value for all trees. - builder.AddColumn("IsLeaf", TextDataViewType.Instance, isLeaf.ToArray()); - // LeftChild column. - var leftChild = new List(); - for (int i = 0; i < trees.Count; i++) - { + // LeftChild column. leftChild.AddRange(trees[i].LeftChild.AsEnumerable()); leftChild.AddRange(Enumerable.Repeat(0, trees[i].NumberOfLeaves)); - } - - builder.AddColumn(nameof(RegressionTreeBase.LeftChild), NumberDataViewType.Int32, leftChild.ToArray()); - // RightChild column. - var rightChild = new List(); - for (int i = 0; i < trees.Count; i++) - { + // RightChild column. rightChild.AddRange(trees[i].RightChild.AsEnumerable()); rightChild.AddRange(Enumerable.Repeat(0, trees[i].NumberOfLeaves)); - } - builder.AddColumn(nameof(RegressionTreeBase.RightChild), NumberDataViewType.Int32, rightChild.ToArray()); - - // NumericalSplitFeatureIndexes column. - var numericalSplitFeatureIndexes = new List(); - for (int i = 0; i < trees.Count; i++) - { + // NumericalSplitFeatureIndexes column. numericalSplitFeatureIndexes.AddRange(trees[i].NumericalSplitFeatureIndexes.AsEnumerable()); numericalSplitFeatureIndexes.AddRange(Enumerable.Repeat(0, trees[i].NumberOfLeaves)); } - builder.AddColumn(nameof(RegressionTreeBase.NumericalSplitFeatureIndexes), NumberDataViewType.Int32, numericalSplitFeatureIndexes.ToArray()); // NumericalSplitThresholds column. - var numericalSplitThresholds = new List(); for (int i = 0; i < trees.Count; i++) { numericalSplitThresholds.AddRange(trees[i].NumericalSplitThresholds.AsEnumerable()); @@ -94,7 +76,6 @@ public static IDataView RegressionTreeEnsembleAsIDataView(IHost host, double bia builder.AddColumn(nameof(RegressionTreeBase.NumericalSplitThresholds), NumberDataViewType.Single, numericalSplitThresholds.ToArray()); // CategoricalSplitFlags column. - var categoricalSplitFlags = new List(); for (int i = 0; i < trees.Count; i++) { categoricalSplitFlags.AddRange(trees[i].CategoricalSplitFlags.AsEnumerable()); @@ -104,7 +85,6 @@ public static IDataView RegressionTreeEnsembleAsIDataView(IHost host, double bia builder.AddColumn(nameof(RegressionTreeBase.CategoricalSplitFlags), BooleanDataViewType.Instance, categoricalSplitFlags.ToArray()); // LeafValues column. - var leafValues = new List(); for (int i = 0; i < trees.Count; i++) { leafValues.AddRange(Enumerable.Repeat(0d, trees[i].NumberOfNodes)); @@ -114,7 +94,6 @@ public static IDataView RegressionTreeEnsembleAsIDataView(IHost host, double bia builder.AddColumn(nameof(RegressionTreeBase.LeafValues), NumberDataViewType.Double, leafValues.ToArray()); // SplitGains column. - var splitGains = new List(); for (int i = 0; i < trees.Count; i++) { splitGains.AddRange(trees[i].SplitGains.AsEnumerable()); @@ -124,7 +103,6 @@ public static IDataView RegressionTreeEnsembleAsIDataView(IHost host, double bia builder.AddColumn(nameof(RegressionTreeBase.SplitGains), NumberDataViewType.Double, splitGains.ToArray()); // CategoricalSplitFeatures column. - var categoricalSplitFeatures = new List>(); for (int i = 0; i < trees.Count; i++) { for (int j = 0; j < trees[i].NumberOfNodes; j++) @@ -140,7 +118,6 @@ public static IDataView RegressionTreeEnsembleAsIDataView(IHost host, double bia builder.AddColumn("CategoricalSplitFeatures", NumberDataViewType.Int32, categoricalSplitFeatures.ToArray()); // CategoricalCategoricalSplitFeatureRange column. - var categoricalCategoricalSplitFeatureRange = new List>(); for (int i = 0; i < trees.Count; i++) { for (int j = 0; j < trees[i].NumberOfNodes; j++) @@ -188,6 +165,16 @@ public static IDataView RegressionTreeEnsembleAsIDataView(IHost host, double bia builder.AddColumn("LeafSampleWeights", NumberDataViewType.Double, leafSampleWeights.ToArray()); } + // Bias column. This will be a repeated value for all rows in the resulting IDataView. + builder.AddColumn("Bias", NumberDataViewType.Double, Enumerable.Repeat(bias, numberOfRows).ToArray()); + builder.AddColumn("TreeWeights", NumberDataViewType.Double, treeWeightsList.ToArray()); + builder.AddColumn("TreeID", NumberDataViewType.Int32, treeId.ToArray()); + builder.AddColumn("IsLeaf", TextDataViewType.Instance, isLeaf.ToArray()); + builder.AddColumn(nameof(RegressionTreeBase.LeftChild), NumberDataViewType.Int32, leftChild.ToArray()); + builder.AddColumn(nameof(RegressionTreeBase.RightChild), NumberDataViewType.Int32, rightChild.ToArray()); + builder.AddColumn(nameof(RegressionTreeBase.NumericalSplitFeatureIndexes), NumberDataViewType.Int32, numericalSplitFeatureIndexes.ToArray()); + + var data = builder.GetDataView(); return data; From 791f31d156aff15e6e5ab131d2d162ec8dd350d8 Mon Sep 17 00:00:00 2001 From: Artidoro Pagnoni Date: Mon, 1 Jul 2019 09:15:17 -0700 Subject: [PATCH 10/16] refactored utils class --- .../Utils/RegressionTreeBaseUtils.cs | 93 ++++++------------- 1 file changed, 28 insertions(+), 65 deletions(-) diff --git a/src/Microsoft.ML.FastTree/Utils/RegressionTreeBaseUtils.cs b/src/Microsoft.ML.FastTree/Utils/RegressionTreeBaseUtils.cs index 4d7738c674..042de66e02 100644 --- a/src/Microsoft.ML.FastTree/Utils/RegressionTreeBaseUtils.cs +++ b/src/Microsoft.ML.FastTree/Utils/RegressionTreeBaseUtils.cs @@ -25,8 +25,6 @@ public static IDataView RegressionTreeEnsembleAsIDataView(IHost host, double bia var builder = new ArrayDataViewBuilder(host); var numberOfRows = trees.Select(tree => tree.NumberOfNodes).Sum() + trees.Select(tree => tree.NumberOfLeaves).Sum(); - - // Bias can be added directly, it is the same across trees, so we don't need a list for that. var treeWeightsList = new List(); var treeId = new List(); var isLeaf = new List>(); @@ -63,72 +61,53 @@ public static IDataView RegressionTreeEnsembleAsIDataView(IHost host, double bia // NumericalSplitFeatureIndexes column. numericalSplitFeatureIndexes.AddRange(trees[i].NumericalSplitFeatureIndexes.AsEnumerable()); numericalSplitFeatureIndexes.AddRange(Enumerable.Repeat(0, trees[i].NumberOfLeaves)); - } - - // NumericalSplitThresholds column. - for (int i = 0; i < trees.Count; i++) - { + // NumericalSplitThresholds column. numericalSplitThresholds.AddRange(trees[i].NumericalSplitThresholds.AsEnumerable()); numericalSplitThresholds.AddRange(Enumerable.Repeat(0f, trees[i].NumberOfLeaves)); - } - - builder.AddColumn(nameof(RegressionTreeBase.NumericalSplitThresholds), NumberDataViewType.Single, numericalSplitThresholds.ToArray()); - // CategoricalSplitFlags column. - for (int i = 0; i < trees.Count; i++) - { + // CategoricalSplitFlags column. categoricalSplitFlags.AddRange(trees[i].CategoricalSplitFlags.AsEnumerable()); categoricalSplitFlags.AddRange(Enumerable.Repeat(false, trees[i].NumberOfLeaves)); - } - - builder.AddColumn(nameof(RegressionTreeBase.CategoricalSplitFlags), BooleanDataViewType.Instance, categoricalSplitFlags.ToArray()); - // LeafValues column. - for (int i = 0; i < trees.Count; i++) - { + // LeafValues column. leafValues.AddRange(Enumerable.Repeat(0d, trees[i].NumberOfNodes)); leafValues.AddRange(trees[i].LeafValues.AsEnumerable()); - } - - builder.AddColumn(nameof(RegressionTreeBase.LeafValues), NumberDataViewType.Double, leafValues.ToArray()); - // SplitGains column. - for (int i = 0; i < trees.Count; i++) - { + // SplitGains column. splitGains.AddRange(trees[i].SplitGains.AsEnumerable()); splitGains.AddRange(Enumerable.Repeat(0d, trees[i].NumberOfLeaves)); - } - builder.AddColumn(nameof(RegressionTreeBase.SplitGains), NumberDataViewType.Double, splitGains.ToArray()); - - // CategoricalSplitFeatures column. - for (int i = 0; i < trees.Count; i++) - { for (int j = 0; j < trees[i].NumberOfNodes; j++) { + // CategoricalSplitFeatures column. var categoricalSplitFeaturesArray = trees[i].GetCategoricalSplitFeaturesAt(j).ToArray(); categoricalSplitFeatures.Add(new VBuffer(categoricalSplitFeaturesArray.Length, categoricalSplitFeaturesArray)); var len = trees[i].GetCategoricalSplitFeaturesAt(j).ToArray().Length; - } - - categoricalSplitFeatures.AddRange(Enumerable.Repeat(new VBuffer(), trees[i].NumberOfLeaves)); - } - builder.AddColumn("CategoricalSplitFeatures", NumberDataViewType.Int32, categoricalSplitFeatures.ToArray()); - - // CategoricalCategoricalSplitFeatureRange column. - for (int i = 0; i < trees.Count; i++) - { - for (int j = 0; j < trees[i].NumberOfNodes; j++) - { + // CategoricalCategoricalSplitFeatureRange column. var categoricalCategoricalSplitFeatureRangeArray = trees[i].GetCategoricalCategoricalSplitFeatureRangeAt(j).ToArray(); categoricalCategoricalSplitFeatureRange.Add(new VBuffer(categoricalCategoricalSplitFeatureRangeArray.Length, categoricalCategoricalSplitFeatureRangeArray)); - var len = trees[i].GetCategoricalCategoricalSplitFeatureRangeAt(j).ToArray().Length; + len = trees[i].GetCategoricalCategoricalSplitFeatureRangeAt(j).ToArray().Length; } + + categoricalSplitFeatures.AddRange(Enumerable.Repeat(new VBuffer(), trees[i].NumberOfLeaves)); categoricalCategoricalSplitFeatureRange.AddRange(Enumerable.Repeat(new VBuffer(), trees[i].NumberOfLeaves)); } + // Bias column. This will be a repeated value for all rows in the resulting IDataView. + builder.AddColumn("Bias", NumberDataViewType.Double, Enumerable.Repeat(bias, numberOfRows).ToArray()); + builder.AddColumn("TreeWeights", NumberDataViewType.Double, treeWeightsList.ToArray()); + builder.AddColumn("TreeID", NumberDataViewType.Int32, treeId.ToArray()); + builder.AddColumn("IsLeaf", TextDataViewType.Instance, isLeaf.ToArray()); + builder.AddColumn(nameof(RegressionTreeBase.LeftChild), NumberDataViewType.Int32, leftChild.ToArray()); + builder.AddColumn(nameof(RegressionTreeBase.RightChild), NumberDataViewType.Int32, rightChild.ToArray()); + builder.AddColumn(nameof(RegressionTreeBase.NumericalSplitFeatureIndexes), NumberDataViewType.Int32, numericalSplitFeatureIndexes.ToArray()); + builder.AddColumn(nameof(RegressionTreeBase.NumericalSplitThresholds), NumberDataViewType.Single, numericalSplitThresholds.ToArray()); + builder.AddColumn(nameof(RegressionTreeBase.CategoricalSplitFlags), BooleanDataViewType.Instance, categoricalSplitFlags.ToArray()); + builder.AddColumn(nameof(RegressionTreeBase.LeafValues), NumberDataViewType.Double, leafValues.ToArray()); + builder.AddColumn(nameof(RegressionTreeBase.SplitGains), NumberDataViewType.Double, splitGains.ToArray()); + builder.AddColumn("CategoricalSplitFeatures", NumberDataViewType.Int32, categoricalSplitFeatures.ToArray()); builder.AddColumn("CategoricalCategoricalSplitFeatureRange", NumberDataViewType.Int32, categoricalCategoricalSplitFeatureRange.ToArray()); // If the input tree array is a quantile regression tree we need to add two more columns. @@ -137,44 +116,28 @@ public static IDataView RegressionTreeEnsembleAsIDataView(IHost host, double bia { // LeafSamples column. var leafSamples = new List>(); + + // LeafSampleWeights column. + var leafSampleWeights = new List>(); for (int i = 0; i < quantileTrees.Count; i++) { leafSamples.AddRange(Enumerable.Repeat(new VBuffer(), quantileTrees[i].NumberOfNodes)); + leafSampleWeights.AddRange(Enumerable.Repeat(new VBuffer(), quantileTrees[i].NumberOfNodes)); for (int j = 0; j < quantileTrees[i].NumberOfLeaves; j++) { var leafSamplesArray = quantileTrees[i].GetLeafSamplesAt(j).ToArray(); leafSamples.Add(new VBuffer(leafSamplesArray.Length, leafSamplesArray)); var len = quantileTrees[i].GetLeafSamplesAt(j).ToArray().Length; - } - } - - builder.AddColumn("LeafSamples", NumberDataViewType.Double, leafSamples.ToArray()); - // LeafSampleWeights column. - var leafSampleWeights = new List>(); - for (int i = 0; i < quantileTrees.Count; i++) - { - leafSampleWeights.AddRange(Enumerable.Repeat(new VBuffer(), quantileTrees[i].NumberOfNodes)); - for (int j = 0; j < quantileTrees[i].NumberOfLeaves; j++) - { var leafSampleWeightsArray = quantileTrees[i].GetLeafSampleWeightsAt(j).ToArray(); leafSampleWeights.Add(new VBuffer(leafSampleWeightsArray.Length, leafSampleWeightsArray)); - var len = quantileTrees[i].GetLeafSampleWeightsAt(j).ToArray().Length; + len = quantileTrees[i].GetLeafSampleWeightsAt(j).ToArray().Length; } } + builder.AddColumn("LeafSamples", NumberDataViewType.Double, leafSamples.ToArray()); builder.AddColumn("LeafSampleWeights", NumberDataViewType.Double, leafSampleWeights.ToArray()); } - // Bias column. This will be a repeated value for all rows in the resulting IDataView. - builder.AddColumn("Bias", NumberDataViewType.Double, Enumerable.Repeat(bias, numberOfRows).ToArray()); - builder.AddColumn("TreeWeights", NumberDataViewType.Double, treeWeightsList.ToArray()); - builder.AddColumn("TreeID", NumberDataViewType.Int32, treeId.ToArray()); - builder.AddColumn("IsLeaf", TextDataViewType.Instance, isLeaf.ToArray()); - builder.AddColumn(nameof(RegressionTreeBase.LeftChild), NumberDataViewType.Int32, leftChild.ToArray()); - builder.AddColumn(nameof(RegressionTreeBase.RightChild), NumberDataViewType.Int32, rightChild.ToArray()); - builder.AddColumn(nameof(RegressionTreeBase.NumericalSplitFeatureIndexes), NumberDataViewType.Int32, numericalSplitFeatureIndexes.ToArray()); - - var data = builder.GetDataView(); return data; From 78f4f86406b0a74acc8835212468d71f04afdc5a Mon Sep 17 00:00:00 2001 From: Artidoro Pagnoni Date: Mon, 1 Jul 2019 09:42:23 -0700 Subject: [PATCH 11/16] update tests to check categorical splits --- .../TrainerEstimators/TrainerEstimators.cs | 12 +++++++++++ .../TrainerEstimators/TreeEstimators.cs | 20 +++++++++---------- 2 files changed, 22 insertions(+), 10 deletions(-) diff --git a/test/Microsoft.ML.Tests/TrainerEstimators/TrainerEstimators.cs b/test/Microsoft.ML.Tests/TrainerEstimators/TrainerEstimators.cs index 489d557ebe..1322827ac2 100644 --- a/test/Microsoft.ML.Tests/TrainerEstimators/TrainerEstimators.cs +++ b/test/Microsoft.ML.Tests/TrainerEstimators/TrainerEstimators.cs @@ -177,6 +177,18 @@ public void TestEstimatorMulticlassNaiveBayesTrainer() return (pipeline, data); } + /// + /// Same data as , but with additional + /// OneHotEncoding to obtain categorical splits in tree models. + /// + private (IEstimator, IDataView) GetOneHotBinaryClassificationPipeline() + { + var (pipeline, data) = GetBinaryClassificationPipeline(); + var oneHotPipeline = pipeline.Append(ML.Transforms.Categorical.OneHotEncoding("Features")); + + return (oneHotPipeline, data); + } + private (IEstimator, IDataView) GetRankingPipeline() { diff --git a/test/Microsoft.ML.Tests/TrainerEstimators/TreeEstimators.cs b/test/Microsoft.ML.Tests/TrainerEstimators/TreeEstimators.cs index 21e530faea..1c719a6f85 100644 --- a/test/Microsoft.ML.Tests/TrainerEstimators/TreeEstimators.cs +++ b/test/Microsoft.ML.Tests/TrainerEstimators/TreeEstimators.cs @@ -775,9 +775,9 @@ private void CheckSummary(ICanGetSummaryAsIDataView modelParameters, double bias IEnumerable summaryDataEnumerable; if (quantileTrees == null) - summaryDataEnumerable = ML.Data.CreateEnumerable(summaryDataView, true); + summaryDataEnumerable = ML.Data.CreateEnumerable(summaryDataView, false); else - summaryDataEnumerable = ML.Data.CreateEnumerable(summaryDataView, true); + summaryDataEnumerable = ML.Data.CreateEnumerable(summaryDataView, false); var summaryDataEnumerator = summaryDataEnumerable.GetEnumerator(); @@ -810,7 +810,7 @@ public void FastTreeRegressorTestSummary() { var dataView = GetRegressionPipeline(); var trainer = ML.Regression.Trainers.FastTree( - new FastTreeRegressionTrainer.Options { NumberOfTrees = 10, NumberOfThreads = 1, NumberOfLeaves = 5, CategoricalSplit = true}); + new FastTreeRegressionTrainer.Options { NumberOfTrees = 10, NumberOfThreads = 1, NumberOfLeaves = 5}); var transformer = trainer.Fit(dataView); @@ -828,7 +828,7 @@ public void FastForestRegressorTestSummary() { var dataView = GetRegressionPipeline(); var trainer = ML.Regression.Trainers.FastForest( - new FastForestRegressionTrainer.Options { NumberOfTrees = 10, NumberOfThreads = 1, NumberOfLeaves = 5, CategoricalSplit = true }); + new FastForestRegressionTrainer.Options { NumberOfTrees = 10, NumberOfThreads = 1, NumberOfLeaves = 5}); var transformer = trainer.Fit(dataView); @@ -846,7 +846,7 @@ public void FastTreeTweedieRegressorTestSummary() { var dataView = GetRegressionPipeline(); var trainer = ML.Regression.Trainers.FastTreeTweedie( - new FastTreeTweedieTrainer.Options { NumberOfTrees = 10, NumberOfThreads = 1, NumberOfLeaves = 5, CategoricalSplit = true }); + new FastTreeTweedieTrainer.Options { NumberOfTrees = 10, NumberOfThreads = 1, NumberOfLeaves = 5}); var transformer = trainer.Fit(dataView); @@ -864,7 +864,7 @@ public void LightGbmRegressorTestSummary() { var dataView = GetRegressionPipeline(); var trainer = ML.Regression.Trainers.LightGbm( - new LightGbmRegressionTrainer.Options { NumberOfIterations = 10, NumberOfThreads = 1, NumberOfLeaves = 5, UseCategoricalSplit = true }); + new LightGbmRegressionTrainer.Options { NumberOfIterations = 10, NumberOfThreads = 1, NumberOfLeaves = 5}); var transformer = trainer.Fit(dataView); @@ -882,7 +882,7 @@ public void FastTreeBinaryClassificationTestSummary() { var (pipeline, dataView) = GetBinaryClassificationPipeline(); var estimator = pipeline.Append(ML.BinaryClassification.Trainers.FastTree( - new FastTreeBinaryTrainer.Options { NumberOfTrees = 10, NumberOfThreads = 1, NumberOfLeaves = 5, CategoricalSplit = true })); + new FastTreeBinaryTrainer.Options { NumberOfTrees = 2, NumberOfThreads = 1, NumberOfLeaves = 5})); var transformer = estimator.Fit(dataView); @@ -898,9 +898,9 @@ public void FastTreeBinaryClassificationTestSummary() [Fact] public void FastForestBinaryClassificationTestSummary() { - var (pipeline, dataView) = GetBinaryClassificationPipeline(); + var (pipeline, dataView) = GetOneHotBinaryClassificationPipeline(); var estimator = pipeline.Append(ML.BinaryClassification.Trainers.FastForest( - new FastForestBinaryTrainer.Options { NumberOfTrees = 10, NumberOfThreads = 1, NumberOfLeaves = 5, CategoricalSplit = true })); + new FastForestBinaryTrainer.Options { NumberOfTrees = 2, NumberOfThreads = 1, NumberOfLeaves = 4, CategoricalSplit = true })); var transformer = estimator.Fit(dataView); @@ -916,7 +916,7 @@ public void FastForestBinaryClassificationTestSummary() [LightGBMFact] public void LightGbmBinaryClassificationTestSummary() { - var (pipeline, dataView) = GetBinaryClassificationPipeline(); + var (pipeline, dataView) = GetOneHotBinaryClassificationPipeline(); var trainer = pipeline.Append(ML.BinaryClassification.Trainers.LightGbm( new LightGbmBinaryTrainer.Options { NumberOfIterations = 10, NumberOfThreads = 1, NumberOfLeaves = 5, UseCategoricalSplit = true })); From a9d91e71a8d2e2b213b03aa28b14dd693cfcad16 Mon Sep 17 00:00:00 2001 From: Artidoro Pagnoni Date: Mon, 1 Jul 2019 15:04:33 -0700 Subject: [PATCH 12/16] fixing summary test so that it trains the model and gets the summary --- .../Common/EntryPoints/Summarize.txt | 7717 +++++++++-------- .../UnitTests/TestEntryPoints.cs | 95 +- .../FastTreeModelSummaryTest.bin | Bin 34408 -> 0 bytes 3 files changed, 4049 insertions(+), 3763 deletions(-) delete mode 100644 test/data/EntryPointModels/FastTreeModelSummaryTest.bin diff --git a/test/BaselineOutput/Common/EntryPoints/Summarize.txt b/test/BaselineOutput/Common/EntryPoints/Summarize.txt index 61e18ec6da..084004958b 100644 --- a/test/BaselineOutput/Common/EntryPoints/Summarize.txt +++ b/test/BaselineOutput/Common/EntryPoints/Summarize.txt @@ -1,3672 +1,3919 @@ +#@ TextLoader{ +#@ header+ +#@ sep=tab +#@ col=Bias:R8:0 +#@ col=TreeWeights:R8:1 +#@ col=TreeID:I4:2 +#@ col=IsLeaf:TX:3 +#@ col=LeftChild:I4:4 +#@ col=RightChild:I4:5 +#@ col=NumericalSplitFeatureIndexes:I4:6 +#@ col=NumericalSplitThresholds:R4:7 +#@ col=CategoricalSplitFlags:BL:8 +#@ col=LeafValues:R8:9 +#@ col=SplitGains:R8:10 +#@ col=CategoricalSplitFeatures:I4:11-** +#@ col={name=CategoricalCategoricalSplitFeatureRange type=I4 src={ min=-1 var=+}} +#@ } Bias TreeWeights TreeID IsLeaf LeftChild RightChild NumericalSplitFeatureIndexes NumericalSplitThresholds CategoricalSplitFlags LeafValues SplitGains -0 1 0 Tree node 1 -2 0 1.83176684 0 0 1.4210854715202004E-14 -0 1 0 Tree node 2 -3 0 1.71434939 0 0 7.1054273576010019E-15 -0 1 0 Tree node 3 -4 0 1.58826327 0 0 7.1054273576010019E-15 -0 1 0 Tree node 4 -5 0 1.30341458 0 0 7.1054273576010019E-15 -0 1 0 Tree node 5 -6 0 1.2771008 0 0 7.1054273576010019E-15 -0 1 0 Tree node 6 -7 1 1.68734193 0 0 3.5527136788005009E-15 -0 1 0 Tree node 7 -8 0 1.220647 0 0 1.0658141036401503E-14 -0 1 0 Tree node 8 -9 0 1.19117355 0 0 7.1054273576010019E-15 -0 1 0 Tree node 9 -10 0 1.18083286 0 0 1.0658141036401503E-14 -0 1 0 Tree node 10 -11 0 1.12578583 0 0 3.5527136788005009E-15 -0 1 0 Tree node 11 15 1 0.971951246 0 0 7.1054273576010019E-15 -0 1 0 Tree node 12 -13 0 1.085491 0 0 3.5527136788005009E-15 -0 1 0 Tree node 13 -14 0 0.952600241 0 0 3.5527136788005009E-15 -0 1 0 Tree node 14 -15 1 0.8137055 0 0 3.5527136788005009E-15 -0 1 0 Tree node 16 -16 0 0.8936579 0 0 3.5527136788005009E-15 -0 1 0 Tree node -12 -17 0 1.0550499 0 0 3.5527136788005009E-15 -0 1 0 Tree node 17 -18 0 0.83312875 0 0 1.7763568394002505E-15 -0 1 0 Tree node 18 -19 1 0.782299459 0 0 1.7763568394002505E-15 -0 1 0 Tree node -1 -20 2 1.13406074 0 0 1.7763568394002505E-15 -0 1 0 Leaf node 7 5:-0.99999999999999745 +0 1 0 Tree node 2 1 0 2.5 0 0 17.785768088177125 +0 1 0 Tree node 5 3 1 2.5 0 0 1.6465267967918438 +0 1 0 Tree node 7 -4 4 4.5 0 0 0.71082434639549064 +0 1 0 Tree node 4 8 0 4.5 0 0 0.42381305215160303 +0 1 0 Tree node -3 6 4 2.5 0 0 0.60804232804232861 +0 1 0 Tree node -2 -7 4 1.5 0 0 0.2260869565217391 +0 1 0 Tree node -6 9 4 7.5 0 0 0.083626844890002827 +0 1 0 Tree node 10 -9 6 2.5 0 0 0.055001052148183405 +0 1 0 Tree node -5 11 2 1.5 0 0 0.050887551204886528 +0 1 0 Tree node -8 15 5 3.5 0 0 0.045714285714285374 +0 1 0 Tree node 13 -12 4 2.5 0 0 0.0095897435897462913 +0 1 0 Tree node 12 -13 6 2.5 0 0 0.0049443308339025549 +0 1 0 Tree node -10 -14 5 5.5 0 0 0.0074074074074073071 +0 1 0 Tree node 14 -15 2 1.5 0 0 3.5527136788005009E-15 +0 1 0 Tree node -1 -16 0 1.5 0 0 1.7763568394002505E-15 +0 1 0 Tree node -11 -17 5 5.5 0 0 2.2204460492503131E-16 +0 1 0 Leaf node 7 5:-1.0000000000000131 0 1 0 Leaf node 7 5:-0.99999999999999967 -0 1 0 Leaf node 7 5:-0.99999999999999933 +0 1 0 Leaf node 7 5:-0.42857142857142844 +0 1 0 Leaf node 7 5:0.058823529411763879 +0 1 0 Leaf node 7 5:0.63636363636360638 +0 1 0 Leaf node 7 5:0.47368421052631576 +0 1 0 Leaf node 7 5:6.9999999999999976E-45 +0 1 0 Leaf node 7 5:0.60000000000000131 +0 1 0 Leaf node 7 5:-0.6363636363636368 +0 1 0 Leaf node 7 5:0.83333333333333393 +0 1 0 Leaf node 7 5:1.0000000000000002 +0 1 0 Leaf node 7 5:-0.87500000000000033 +0 1 0 Leaf node 7 5:0.99999999999999911 +0 1 0 Leaf node 7 5:0.99999999999999967 0 1 0 Leaf node 7 5:-0.99999999999999944 -0 1 0 Leaf node 7 5:-1 -0 1 0 Leaf node 7 5:-0.99999999999999967 -0 1 0 Leaf node 7 5:-0.99999999999999967 -0 1 0 Leaf node 7 5:-0.99999999999999933 -0 1 0 Leaf node 7 5:-0.99999999999999967 -0 1 0 Leaf node 7 5:-0.99999999999999978 -0 1 0 Leaf node 7 5:-0.99999999999999944 -0 1 0 Leaf node 7 5:-1.0000000000000036 -0 1 0 Leaf node 7 5:-0.99999999999999967 -0 1 0 Leaf node 7 5:-0.99999999999999944 -0 1 0 Leaf node 7 5:-0.99999999999999978 -0 1 0 Leaf node 7 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0 0 1.9721522630525295E-31 +0 1 96 Tree node 4 4 15 1.59694409 0 0 1.9721522630525295E-31 0 1 96 Tree node 5 12 14 1.20272744 0 0 1.9721522630525295E-31 -0 1 96 Tree node 6 -7 0 1.44228292 0 0 9.8607613152626476E-32 -0 1 96 Tree node 7 -8 1 1.58994186 0 0 1.4791141972893971E-31 -0 1 96 Tree node 8 -9 0 1.04548526 0 0 9.8607613152626476E-32 -0 1 96 Tree node 9 -10 1 1.4306488 0 0 4.9303806576313238E-32 -0 1 96 Tree node 10 -11 0 1.018739 0 0 4.9303806576313238E-32 -0 1 96 Tree node 11 -12 2 1.07025933 0 0 9.8607613152626476E-32 -0 1 96 Tree node 15 -13 0 0.955935538 0 0 4.9303806576313238E-32 -0 1 96 Tree node 13 -14 2 1.65195823 0 0 4.9303806576313238E-32 -0 1 96 Tree node 14 -15 0 1.50706315 0 0 4.9303806576313238E-32 -0 1 96 Tree node -6 -16 1 1.47502494 0 0 4.9303806576313238E-32 -0 1 96 Tree node 16 -17 0 0.782656133 0 0 2.4651903288156619E-32 -0 1 96 Tree node 17 -18 0 0.7478295 0 0 2.4651903288156619E-32 -0 1 96 Tree node 18 -19 0 0.6943756 0 0 2.4651903288156619E-32 -0 1 96 Tree node -1 -20 0 0.6546691 0 0 2.4651903288156619E-32 +0 1 96 Tree node 6 6 0 1.44228292 0 0 9.8607613152626476E-32 +0 1 96 Tree node 7 7 1 1.58994186 0 0 1.4791141972893971E-31 +0 1 96 Tree node 8 8 0 1.04548526 0 0 9.8607613152626476E-32 +0 1 96 Tree node 9 9 1 1.4306488 0 0 4.9303806576313238E-32 +0 1 96 Tree node 10 10 0 1.018739 0 0 4.9303806576313238E-32 +0 1 96 Tree node 11 11 2 1.07025933 0 0 9.8607613152626476E-32 +0 1 96 Tree node 15 12 0 0.955935538 0 0 4.9303806576313238E-32 +0 1 96 Tree node 13 13 2 1.65195823 0 0 4.9303806576313238E-32 +0 1 96 Tree node 14 14 0 1.50706315 0 0 4.9303806576313238E-32 +0 1 96 Tree node 5 15 1 1.47502494 0 0 4.9303806576313238E-32 +0 1 96 Tree node 16 16 0 0.782656133 0 0 2.4651903288156619E-32 +0 1 96 Tree node 17 17 0 0.7478295 0 0 2.4651903288156619E-32 +0 1 96 Tree node 18 18 0 0.6943756 0 0 2.4651903288156619E-32 +0 1 96 Tree node 0 19 0 0.6546691 0 0 2.4651903288156619E-32 0 1 96 Leaf node 7 5:-0.50000000106488018 0 1 96 Leaf node 7 5:-0.50000000106487819 0 1 96 Leaf node 7 5:-0.5000000010648783 @@ -3726,25 +3973,25 @@ Bias TreeWeights TreeID IsLeaf LeftChild RightChild NumericalSplitFeatureIndexes 0 1 96 Leaf node 7 5:-0.50000000106487852 0 1 96 Leaf node 7 5:-0.5000000010648783 0 1 96 Leaf node 7 5:-0.50000000106487852 -0 1 97 Tree node 1 -2 26 1.60883546 0 0 1.9721522630525295E-31 -0 1 97 Tree node 2 -3 9 1.5221442 0 0 1.9721522630525295E-31 -0 1 97 Tree node 3 -4 0 1.52170134 0 0 9.8607613152626476E-32 -0 1 97 Tree node 4 -5 1 1.60843849 0 0 1.4791141972893971E-31 -0 1 97 Tree node 5 -6 3 1.37835693 0 0 9.8607613152626476E-32 +0 1 97 Tree node 1 1 26 1.60883546 0 0 1.9721522630525295E-31 +0 1 97 Tree node 2 2 9 1.5221442 0 0 1.9721522630525295E-31 +0 1 97 Tree node 3 3 0 1.52170134 0 0 9.8607613152626476E-32 +0 1 97 Tree node 4 4 1 1.60843849 0 0 1.4791141972893971E-31 +0 1 97 Tree node 5 5 3 1.37835693 0 0 9.8607613152626476E-32 0 1 97 Tree node 6 9 0 0.9753908 0 0 4.9303806576313238E-32 -0 1 97 Tree node 7 -8 2 1.21247911 0 0 7.3955709864469857E-32 -0 1 97 Tree node 8 -9 0 0.936669946 0 0 4.9303806576313238E-32 -0 1 97 Tree node 12 -10 0 0.6277966 0 0 4.9303806576313238E-32 -0 1 97 Tree node 10 -11 13 1.5527 0 0 4.9303806576313238E-32 -0 1 97 Tree node 11 -12 0 1.38575125 0 0 4.9303806576313238E-32 -0 1 97 Tree node 13 -13 2 1.34660363 0 0 3.6977854932234928E-32 -0 1 97 Tree node 15 -14 0 0.5973597 0 0 2.4651903288156619E-32 -0 1 97 Tree node 14 -15 2 1.292319 0 0 2.4651903288156619E-32 -0 1 97 Tree node -7 -16 0 1.21377015 0 0 2.4651903288156619E-32 -0 1 97 Tree node 16 -17 2 1.06109309 0 0 1.2325951644078309E-32 -0 1 97 Tree node 17 -18 1 0.9689808 0 0 1.2325951644078309E-32 -0 1 97 Tree node 18 -19 1 0.8230799 0 0 1.2325951644078309E-32 -0 1 97 Tree node -1 -20 0 0.455910146 0 0 1.2325951644078309E-32 +0 1 97 Tree node 7 7 2 1.21247911 0 0 7.3955709864469857E-32 +0 1 97 Tree node 8 8 0 0.936669946 0 0 4.9303806576313238E-32 +0 1 97 Tree node 12 9 0 0.6277966 0 0 4.9303806576313238E-32 +0 1 97 Tree node 10 10 13 1.5527 0 0 4.9303806576313238E-32 +0 1 97 Tree node 11 11 0 1.38575125 0 0 4.9303806576313238E-32 +0 1 97 Tree node 13 12 2 1.34660363 0 0 3.6977854932234928E-32 +0 1 97 Tree node 15 13 0 0.5973597 0 0 2.4651903288156619E-32 +0 1 97 Tree node 14 14 2 1.292319 0 0 2.4651903288156619E-32 +0 1 97 Tree node 6 15 0 1.21377015 0 0 2.4651903288156619E-32 +0 1 97 Tree node 16 16 2 1.06109309 0 0 1.2325951644078309E-32 +0 1 97 Tree node 17 17 1 0.9689808 0 0 1.2325951644078309E-32 +0 1 97 Tree node 18 18 1 0.8230799 0 0 1.2325951644078309E-32 +0 1 97 Tree node 0 19 0 0.455910146 0 0 1.2325951644078309E-32 0 1 97 Leaf node 7 5:-0.50000000087184804 0 1 97 Leaf node 7 5:-0.5000000008718487 0 1 97 Leaf node 7 5:-0.5000000008718487 @@ -3765,25 +4012,25 @@ Bias TreeWeights TreeID IsLeaf LeftChild RightChild NumericalSplitFeatureIndexes 0 1 97 Leaf node 7 5:-0.5000000008718487 0 1 97 Leaf node 7 5:-0.50000000087184882 0 1 97 Leaf node 7 5:-0.50000000087184904 -0 1 98 Tree node 1 -2 0 1.6124959 0 0 1.4791141972893971E-31 -0 1 98 Tree node 2 -3 28 1.65863752 0 0 1.4791141972893971E-31 -0 1 98 Tree node 3 -4 1 1.77337742 0 0 9.8607613152626476E-32 -0 1 98 Tree node 4 -5 2 1.53791523 0 0 4.9303806576313238E-32 -0 1 98 Tree node 5 -6 0 1.57575679 0 0 4.9303806576313238E-32 -0 1 98 Tree node 6 -7 0 1.42871332 0 0 4.9303806576313238E-32 -0 1 98 Tree node 7 -8 6 1.72987938 0 0 4.9303806576313238E-32 +0 1 98 Tree node 1 1 0 1.6124959 0 0 1.4791141972893971E-31 +0 1 98 Tree node 2 2 28 1.65863752 0 0 1.4791141972893971E-31 +0 1 98 Tree node 3 3 1 1.77337742 0 0 9.8607613152626476E-32 +0 1 98 Tree node 4 4 2 1.53791523 0 0 4.9303806576313238E-32 +0 1 98 Tree node 5 5 0 1.57575679 0 0 4.9303806576313238E-32 +0 1 98 Tree node 6 6 0 1.42871332 0 0 4.9303806576313238E-32 +0 1 98 Tree node 7 7 6 1.72987938 0 0 4.9303806576313238E-32 0 1 98 Tree node 8 13 1 0.965693057 0 0 4.9303806576313238E-32 -0 1 98 Tree node 9 -10 3 1.4697727 0 0 4.9303806576313238E-32 -0 1 98 Tree node 10 -11 3 1.11802459 0 0 2.4651903288156619E-32 -0 1 98 Tree node 11 -12 0 1.33366752 0 0 2.4651903288156619E-32 -0 1 98 Tree node 12 -13 6 1.10481834 0 0 4.9303806576313238E-32 -0 1 98 Tree node 15 -14 13 0.9345553 0 0 2.4651903288156619E-32 -0 1 98 Tree node 14 -15 0 1.36297333 0 0 2.4651903288156619E-32 -0 1 98 Tree node 18 -16 1 1.62404406 0 0 2.4651903288156619E-32 -0 1 98 Tree node 16 -17 0 1.13842571 0 0 1.2325951644078309E-32 -0 1 98 Tree node 17 -18 35 0.7171848 0 0 2.4651903288156619E-32 -0 1 98 Tree node -1 -19 2 0.917402864 0 0 1.2325951644078309E-32 -0 1 98 Tree node -9 -20 0 1.18083286 0 0 1.2325951644078309E-32 +0 1 98 Tree node 9 9 3 1.4697727 0 0 4.9303806576313238E-32 +0 1 98 Tree node 10 10 3 1.11802459 0 0 2.4651903288156619E-32 +0 1 98 Tree node 11 11 0 1.33366752 0 0 2.4651903288156619E-32 +0 1 98 Tree node 12 12 6 1.10481834 0 0 4.9303806576313238E-32 +0 1 98 Tree node 15 13 13 0.9345553 0 0 2.4651903288156619E-32 +0 1 98 Tree node 14 14 0 1.36297333 0 0 2.4651903288156619E-32 +0 1 98 Tree node 18 15 1 1.62404406 0 0 2.4651903288156619E-32 +0 1 98 Tree node 16 16 0 1.13842571 0 0 1.2325951644078309E-32 +0 1 98 Tree node 17 17 35 0.7171848 0 0 2.4651903288156619E-32 +0 1 98 Tree node 0 18 2 0.917402864 0 0 1.2325951644078309E-32 +0 1 98 Tree node 8 19 0 1.18083286 0 0 1.2325951644078309E-32 0 1 98 Leaf node 7 5:-0.50000000071380946 0 1 98 Leaf node 7 5:-0.50000000071380879 0 1 98 Leaf node 7 5:-0.50000000071380923 @@ -3806,23 +4053,23 @@ Bias TreeWeights TreeID IsLeaf LeftChild RightChild NumericalSplitFeatureIndexes 0 1 98 Leaf node 7 5:-0.50000000071380934 0 1 99 Tree node 1 8 2 1.27600241 0 0 4.9303806576313238E-32 0 1 99 Tree node 2 17 3 1.24952817 0 0 7.3955709864469857E-32 -0 1 99 Tree node 3 -4 0 1.56551063 0 0 2.4651903288156619E-32 -0 1 99 Tree node 4 -5 0 1.400087 0 0 4.9303806576313238E-32 -0 1 99 Tree node 5 -6 6 1.40774643 0 0 7.3955709864469857E-32 -0 1 99 Tree node 6 -7 0 1.35333323 0 0 2.4651903288156619E-32 -0 1 99 Tree node 7 -8 0 1.30341458 0 0 2.4651903288156619E-32 +0 1 99 Tree node 3 3 0 1.56551063 0 0 2.4651903288156619E-32 +0 1 99 Tree node 4 4 0 1.400087 0 0 4.9303806576313238E-32 +0 1 99 Tree node 5 5 6 1.40774643 0 0 7.3955709864469857E-32 +0 1 99 Tree node 6 6 0 1.35333323 0 0 2.4651903288156619E-32 +0 1 99 Tree node 7 7 0 1.30341458 0 0 2.4651903288156619E-32 0 1 99 Tree node 9 18 0 0.955935538 0 0 2.4651903288156619E-32 -0 1 99 Tree node 16 -10 2 1.7589643 0 0 1.8488927466117464E-32 -0 1 99 Tree node 10 -11 0 0.911865354 0 0 1.2325951644078309E-32 -0 1 99 Tree node 11 -12 0 0.867264748 0 0 2.4651903288156619E-32 -0 1 99 Tree node 12 -13 1 1.19387591 0 0 2.4651903288156619E-32 -0 1 99 Tree node 13 -14 28 1.22586989 0 0 1.2325951644078309E-32 -0 1 99 Tree node 14 -15 3 0.8891685 0 0 2.4651903288156619E-32 -0 1 99 Tree node 15 -16 0 0.71232444 0 0 1.2325951644078309E-32 -0 1 99 Tree node -1 -17 0 0.4670877 0 0 1.2325951644078309E-32 -0 1 99 Tree node -2 -18 0 1.373409 0 0 1.2325951644078309E-32 -0 1 99 Tree node -3 -19 14 1.7224977 0 0 1.2325951644078309E-32 -0 1 99 Tree node -9 -20 2 1.180449 0 0 1.2325951644078309E-32 +0 1 99 Tree node 16 9 2 1.7589643 0 0 1.8488927466117464E-32 +0 1 99 Tree node 10 10 0 0.911865354 0 0 1.2325951644078309E-32 +0 1 99 Tree node 11 11 0 0.867264748 0 0 2.4651903288156619E-32 +0 1 99 Tree node 12 12 1 1.19387591 0 0 2.4651903288156619E-32 +0 1 99 Tree node 13 13 28 1.22586989 0 0 1.2325951644078309E-32 +0 1 99 Tree node 14 14 3 0.8891685 0 0 2.4651903288156619E-32 +0 1 99 Tree node 15 15 0 0.71232444 0 0 1.2325951644078309E-32 +0 1 99 Tree node 0 16 0 0.4670877 0 0 1.2325951644078309E-32 +0 1 99 Tree node 1 17 0 1.373409 0 0 1.2325951644078309E-32 +0 1 99 Tree node 2 18 14 1.7224977 0 0 1.2325951644078309E-32 +0 1 99 Tree node 8 19 2 1.180449 0 0 1.2325951644078309E-32 0 1 99 Leaf node 7 5:-0.50000000058441774 0 1 99 Leaf node 7 5:-0.50000000058441463 0 1 99 Leaf node 7 5:-0.50000000058441685 diff --git a/test/Microsoft.ML.Core.Tests/UnitTests/TestEntryPoints.cs b/test/Microsoft.ML.Core.Tests/UnitTests/TestEntryPoints.cs index 63bb0d643c..efb8ac2449 100644 --- a/test/Microsoft.ML.Core.Tests/UnitTests/TestEntryPoints.cs +++ b/test/Microsoft.ML.Core.Tests/UnitTests/TestEntryPoints.cs @@ -5653,41 +5653,80 @@ public void LoadEntryPointModel() } } } - /// - /// The model that is loaded was generated with the command line. - /// The below graph loads the model and calls the summarizer entrypoint. - /// We verify in this test that the output looks as expected. - /// + [Fact] - public void SummarizeTreeEntryPointTest() + public void SummarizeEntryPointTest2() { - var modelPath = GetDataPath("EntryPointModels/FastTreeModelSummaryTest.bin"); + var dataPath = GetDataPath(@"breast-cancer.txt"); var outputPath = GetOutputPath("EntryPoints", "Summarize.txt"); - string inputGraph = - $@" - {{ - 'Nodes': [ - {{ - 'Inputs': {{ 'PredictorModel': '$predictor_model' }}, - 'Name': 'Models.Summarizer', - 'Outputs': {{ 'Summary': '$output_data' }} - }}], - 'Inputs' : {{ - 'predictor_model': '{modelPath.Replace(@"\", @"\\")}' - }}, - 'Outputs' : {{ - 'output_data': '{outputPath.Replace(@"\", @"\\")}' - }} - }}"; - var jsonPath = DeleteOutputPath("graph.json"); - File.WriteAllLines(jsonPath, new[] { inputGraph }); + string inputGraph = @" + { + 'Nodes': + [ + { + 'Name': 'Data.TextLoader', + 'Inputs': + { + 'InputFile': '$inputFile', + 'Arguments': + { + 'UseThreads': true, + 'HeaderFile': null, + 'MaxRows': null, + 'AllowQuoting': true, + 'AllowSparse': true, + 'InputSize': null, + 'Separator': + [ + '\t' + ], + 'Column': + [ + {'Name':'Label','Type':null,'Source':[{'Min':0,'Max':0,'AutoEnd':false,'VariableEnd':false,'AllOther':false,'ForceVector':false}],'KeyCount':null}, + {'Name':'Strat','Type':null,'Source':[{'Min':1,'Max':1,'AutoEnd':false,'VariableEnd':false,'AllOther':false,'ForceVector':false}],'KeyCount':null}, + {'Name':'Features','Type':null,'Source':[{'Min':2,'Max':9,'AutoEnd':false,'VariableEnd':false,'AllOther':false,'ForceVector':false}],'KeyCount':null} + ], + 'TrimWhitespace': false, + 'HasHeader': false + } + }, + 'Outputs': + { + 'Data': '$data' + } + }, + { + 'Name': 'Trainers.FastTreeBinaryClassifier', + 'Inputs': {'TrainingData':'$data','NumberOfThreads':1}, + 'Outputs': {'PredictorModel':'$model'} + }, + { + 'Inputs': + { + 'PredictorModel': '$model' + }, + 'Name': 'Models.Summarizer', + 'Outputs': + { + 'Summary': '$output_data' + } + } + ] + } + "; - var args = new ExecuteGraphCommand.Arguments() { GraphPath = jsonPath }; - var cmd = new ExecuteGraphCommand(Env, args); + JObject graph = JObject.Parse(inputGraph); + var runner = new GraphRunner(Env, graph[FieldNames.Nodes] as JArray); + var inputFile = new SimpleFileHandle(Env, dataPath, false, false); + runner.SetInput("inputFile", inputFile); + runner.RunAll(); + var data = runner.GetOutput("output_data"); + + using (var f = File.Open(outputPath, FileMode.OpenOrCreate)) + ML.Data.SaveAsText(data, f); CheckEquality("EntryPoints", "Summarize.txt"); - cmd.Run(); Done(); } diff --git a/test/data/EntryPointModels/FastTreeModelSummaryTest.bin b/test/data/EntryPointModels/FastTreeModelSummaryTest.bin deleted file mode 100644 index 641c9f967dde0fb339d5a678bddf4da3516d53a0..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 34408 zcmV*jKuo_-O9KQH0000800M8)PLwSnewF|L0LuUX02lxO090~eX>Mt5XGv~mZ(LSo za&u{KZZ33qbdAa}4uc>R0MNZj@4(&&2v!Y~v32U8iR}S?@gpP(265=^+avVNFQPKQudO00>aemYB#()$psn+`AVlx{%u+;Th8tOcmX$65D)YwDh{;GP0HD^T=De1sl;ZMl zJfFT$O9KQH0000800M8)PIV|2;H-TB0P3Fs0384T08nyeWNBk`Z*p8va%E&`V{~tF zTupCeWo#~MWqI742Ur!m_Vy7`5F3KM_kI+6H}>9p7aKNI#D*OUiYS5|1+go36l|z$ zR4iDrcSYty>wjZriAFD`TTn zM!fL<@uQ%R{)d8V^fc2q8X5DFgWrSreU#Vphuk^T#n(N@{dYqm;BtF~xtBboh^v zUMU%rl2Iv{lwzTjPjPW^Srl3-Mfov~-|wfwA4>VIlvt(2DCL_{zAEL5QlgdeSt*&7 zz8@8SP|ACyL@6awDesi>Rw-|AzoZU)hMH~idGT-L2ft?we|DujQ%aCh0+sRsAIf&6 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--- a/test/BaselineOutput/Common/EntryPoints/Summarize.txt +++ b/test/BaselineOutput/Common/EntryPoints/Summarize.txt @@ -3910,183 +3910,3 @@ Bias TreeWeights TreeID IsLeaf LeftChild RightChild NumericalSplitFeatureIndexes 0 1 99 Leaf node 7 5:-0.47254493986274426 0 1 99 Leaf node 7 5:0.50008526629450401 0 1 99 Leaf node 7 5:0.50002435596756223 -3152626476E-32 -0 1 95 Tree node 17 17 0 1.00822735 0 0 9.8607613152626476E-32 -0 1 95 Tree node 18 18 0 0.955935538 0 0 4.9303806576313238E-32 -0 1 95 Tree node 0 19 1 0.909086347 0 0 9.8607613152626476E-32 -0 1 95 Leaf node 7 5:-0.50000000130064437 -0 1 95 Leaf node 7 5:-0.50000000130064537 -0 1 95 Leaf node 7 5:-0.50000000130064526 -0 1 95 Leaf node 7 5:-0.50000000130064548 -0 1 95 Leaf node 7 5:-0.50000000130064559 -0 1 95 Leaf node 7 5:-0.50000000130064459 -0 1 95 Leaf node 7 5:-0.50000000130064615 -0 1 95 Leaf node 7 5:-0.50000000130064526 -0 1 95 Leaf node 7 5:-0.50000000130064548 -0 1 95 Leaf node 7 5:-0.50000000130064548 -0 1 95 Leaf node 7 5:-0.50000000130064548 -0 1 95 Leaf node 7 5:-0.50000000130064537 -0 1 95 Leaf node 7 5:-0.50000000130064537 -0 1 95 Leaf node 7 5:-0.50000000130064537 -0 1 95 Leaf node 7 5:-0.50000000130064526 -0 1 95 Leaf node 7 5:-0.50000000130064559 -0 1 95 Leaf node 7 5:-0.50000000130064515 -0 1 95 Leaf node 7 5:-0.50000000130064537 -0 1 95 Leaf node 7 5:-0.50000000130064548 -0 1 95 Leaf node 7 5:-0.50000000130064526 -0 1 96 Tree node 1 1 0 1.63858485 0 0 1.9721522630525295E-31 -0 1 96 Tree node 2 2 0 1.60494435 0 0 9.8607613152626476E-32 -0 1 96 Tree node 3 3 0 1.56551063 0 0 1.9721522630525295E-31 -0 1 96 Tree node 4 4 15 1.59694409 0 0 1.9721522630525295E-31 -0 1 96 Tree node 5 12 14 1.20272744 0 0 1.9721522630525295E-31 -0 1 96 Tree node 6 6 0 1.44228292 0 0 9.8607613152626476E-32 -0 1 96 Tree node 7 7 1 1.58994186 0 0 1.4791141972893971E-31 -0 1 96 Tree node 8 8 0 1.04548526 0 0 9.8607613152626476E-32 -0 1 96 Tree node 9 9 1 1.4306488 0 0 4.9303806576313238E-32 -0 1 96 Tree node 10 10 0 1.018739 0 0 4.9303806576313238E-32 -0 1 96 Tree node 11 11 2 1.07025933 0 0 9.8607613152626476E-32 -0 1 96 Tree node 15 12 0 0.955935538 0 0 4.9303806576313238E-32 -0 1 96 Tree node 13 13 2 1.65195823 0 0 4.9303806576313238E-32 -0 1 96 Tree node 14 14 0 1.50706315 0 0 4.9303806576313238E-32 -0 1 96 Tree node 5 15 1 1.47502494 0 0 4.9303806576313238E-32 -0 1 96 Tree node 16 16 0 0.782656133 0 0 2.4651903288156619E-32 -0 1 96 Tree node 17 17 0 0.7478295 0 0 2.4651903288156619E-32 -0 1 96 Tree node 18 18 0 0.6943756 0 0 2.4651903288156619E-32 -0 1 96 Tree node 0 19 0 0.6546691 0 0 2.4651903288156619E-32 -0 1 96 Leaf node 7 5:-0.50000000106488018 -0 1 96 Leaf node 7 5:-0.50000000106487819 -0 1 96 Leaf node 7 5:-0.5000000010648783 -0 1 96 Leaf node 7 5:-0.50000000106487841 -0 1 96 Leaf node 7 5:-0.50000000106487852 -0 1 96 Leaf node 7 5:-0.5000000010648783 -0 1 96 Leaf node 7 5:-0.50000000106487841 -0 1 96 Leaf node 7 5:-0.50000000106487841 -0 1 96 Leaf node 7 5:-0.5000000010648783 -0 1 96 Leaf node 7 5:-0.50000000106487819 -0 1 96 Leaf node 7 5:-0.50000000106487852 -0 1 96 Leaf node 7 5:-0.50000000106487852 -0 1 96 Leaf node 7 5:-0.50000000106487852 -0 1 96 Leaf node 7 5:-0.50000000106487841 -0 1 96 Leaf node 7 5:-0.50000000106487852 -0 1 96 Leaf node 7 5:-0.50000000106487852 -0 1 96 Leaf node 7 5:-0.5000000010648783 -0 1 96 Leaf node 7 5:-0.50000000106487852 -0 1 96 Leaf node 7 5:-0.5000000010648783 -0 1 96 Leaf node 7 5:-0.50000000106487852 -0 1 97 Tree node 1 1 26 1.60883546 0 0 1.9721522630525295E-31 -0 1 97 Tree node 2 2 9 1.5221442 0 0 1.9721522630525295E-31 -0 1 97 Tree node 3 3 0 1.52170134 0 0 9.8607613152626476E-32 -0 1 97 Tree node 4 4 1 1.60843849 0 0 1.4791141972893971E-31 -0 1 97 Tree node 5 5 3 1.37835693 0 0 9.8607613152626476E-32 -0 1 97 Tree node 6 9 0 0.9753908 0 0 4.9303806576313238E-32 -0 1 97 Tree node 7 7 2 1.21247911 0 0 7.3955709864469857E-32 -0 1 97 Tree node 8 8 0 0.936669946 0 0 4.9303806576313238E-32 -0 1 97 Tree node 12 9 0 0.6277966 0 0 4.9303806576313238E-32 -0 1 97 Tree node 10 10 13 1.5527 0 0 4.9303806576313238E-32 -0 1 97 Tree node 11 11 0 1.38575125 0 0 4.9303806576313238E-32 -0 1 97 Tree node 13 12 2 1.34660363 0 0 3.6977854932234928E-32 -0 1 97 Tree node 15 13 0 0.5973597 0 0 2.4651903288156619E-32 -0 1 97 Tree node 14 14 2 1.292319 0 0 2.4651903288156619E-32 -0 1 97 Tree node 6 15 0 1.21377015 0 0 2.4651903288156619E-32 -0 1 97 Tree node 16 16 2 1.06109309 0 0 1.2325951644078309E-32 -0 1 97 Tree node 17 17 1 0.9689808 0 0 1.2325951644078309E-32 -0 1 97 Tree node 18 18 1 0.8230799 0 0 1.2325951644078309E-32 -0 1 97 Tree node 0 19 0 0.455910146 0 0 1.2325951644078309E-32 -0 1 97 Leaf node 7 5:-0.50000000087184804 -0 1 97 Leaf node 7 5:-0.5000000008718487 -0 1 97 Leaf node 7 5:-0.5000000008718487 -0 1 97 Leaf node 7 5:-0.50000000087184848 -0 1 97 Leaf node 7 5:-0.5000000008718487 -0 1 97 Leaf node 7 5:-0.50000000087184893 -0 1 97 Leaf node 7 5:-0.50000000087184859 -0 1 97 Leaf node 7 5:-0.50000000087184893 -0 1 97 Leaf node 7 5:-0.50000000087184904 -0 1 97 Leaf node 7 5:-0.50000000087184826 -0 1 97 Leaf node 7 5:-0.5000000008718487 -0 1 97 Leaf node 7 5:-0.5000000008718487 -0 1 97 Leaf node 7 5:-0.50000000087184859 -0 1 97 Leaf node 7 5:-0.50000000087184904 -0 1 97 Leaf node 7 5:-0.50000000087184859 -0 1 97 Leaf node 7 5:-0.50000000087184882 -0 1 97 Leaf node 7 5:-0.50000000087184882 -0 1 97 Leaf node 7 5:-0.5000000008718487 -0 1 97 Leaf node 7 5:-0.50000000087184882 -0 1 97 Leaf node 7 5:-0.50000000087184904 -0 1 98 Tree node 1 1 0 1.6124959 0 0 1.4791141972893971E-31 -0 1 98 Tree node 2 2 28 1.65863752 0 0 1.4791141972893971E-31 -0 1 98 Tree node 3 3 1 1.77337742 0 0 9.8607613152626476E-32 -0 1 98 Tree node 4 4 2 1.53791523 0 0 4.9303806576313238E-32 -0 1 98 Tree node 5 5 0 1.57575679 0 0 4.9303806576313238E-32 -0 1 98 Tree node 6 6 0 1.42871332 0 0 4.9303806576313238E-32 -0 1 98 Tree node 7 7 6 1.72987938 0 0 4.9303806576313238E-32 -0 1 98 Tree node 8 13 1 0.965693057 0 0 4.9303806576313238E-32 -0 1 98 Tree node 9 9 3 1.4697727 0 0 4.9303806576313238E-32 -0 1 98 Tree node 10 10 3 1.11802459 0 0 2.4651903288156619E-32 -0 1 98 Tree node 11 11 0 1.33366752 0 0 2.4651903288156619E-32 -0 1 98 Tree node 12 12 6 1.10481834 0 0 4.9303806576313238E-32 -0 1 98 Tree node 15 13 13 0.9345553 0 0 2.4651903288156619E-32 -0 1 98 Tree node 14 14 0 1.36297333 0 0 2.4651903288156619E-32 -0 1 98 Tree node 18 15 1 1.62404406 0 0 2.4651903288156619E-32 -0 1 98 Tree node 16 16 0 1.13842571 0 0 1.2325951644078309E-32 -0 1 98 Tree node 17 17 35 0.7171848 0 0 2.4651903288156619E-32 -0 1 98 Tree node 0 18 2 0.917402864 0 0 1.2325951644078309E-32 -0 1 98 Tree node 8 19 0 1.18083286 0 0 1.2325951644078309E-32 -0 1 98 Leaf node 7 5:-0.50000000071380946 -0 1 98 Leaf node 7 5:-0.50000000071380879 -0 1 98 Leaf node 7 5:-0.50000000071380923 -0 1 98 Leaf node 7 5:-0.50000000071380923 -0 1 98 Leaf node 7 5:-0.50000000071380934 -0 1 98 Leaf node 7 5:-0.50000000071380934 -0 1 98 Leaf node 7 5:-0.50000000071380923 -0 1 98 Leaf node 7 5:-0.50000000071380934 -0 1 98 Leaf node 7 5:-0.50000000071380968 -0 1 98 Leaf node 7 5:-0.50000000071380912 -0 1 98 Leaf node 7 5:-0.50000000071380923 -0 1 98 Leaf node 7 5:-0.50000000071380912 -0 1 98 Leaf node 7 5:-0.50000000071380934 -0 1 98 Leaf node 7 5:-0.50000000071380901 -0 1 98 Leaf node 7 5:-0.50000000071380912 -0 1 98 Leaf node 7 5:-0.50000000071380923 -0 1 98 Leaf node 7 5:-0.50000000071380912 -0 1 98 Leaf node 7 5:-0.50000000071380923 -0 1 98 Leaf node 7 5:-0.50000000071380957 -0 1 98 Leaf node 7 5:-0.50000000071380934 -0 1 99 Tree node 1 8 2 1.27600241 0 0 4.9303806576313238E-32 -0 1 99 Tree node 2 17 3 1.24952817 0 0 7.3955709864469857E-32 -0 1 99 Tree node 3 3 0 1.56551063 0 0 2.4651903288156619E-32 -0 1 99 Tree node 4 4 0 1.400087 0 0 4.9303806576313238E-32 -0 1 99 Tree node 5 5 6 1.40774643 0 0 7.3955709864469857E-32 -0 1 99 Tree node 6 6 0 1.35333323 0 0 2.4651903288156619E-32 -0 1 99 Tree node 7 7 0 1.30341458 0 0 2.4651903288156619E-32 -0 1 99 Tree node 9 18 0 0.955935538 0 0 2.4651903288156619E-32 -0 1 99 Tree node 16 9 2 1.7589643 0 0 1.8488927466117464E-32 -0 1 99 Tree node 10 10 0 0.911865354 0 0 1.2325951644078309E-32 -0 1 99 Tree node 11 11 0 0.867264748 0 0 2.4651903288156619E-32 -0 1 99 Tree node 12 12 1 1.19387591 0 0 2.4651903288156619E-32 -0 1 99 Tree node 13 13 28 1.22586989 0 0 1.2325951644078309E-32 -0 1 99 Tree node 14 14 3 0.8891685 0 0 2.4651903288156619E-32 -0 1 99 Tree node 15 15 0 0.71232444 0 0 1.2325951644078309E-32 -0 1 99 Tree node 0 16 0 0.4670877 0 0 1.2325951644078309E-32 -0 1 99 Tree node 1 17 0 1.373409 0 0 1.2325951644078309E-32 -0 1 99 Tree node 2 18 14 1.7224977 0 0 1.2325951644078309E-32 -0 1 99 Tree node 8 19 2 1.180449 0 0 1.2325951644078309E-32 -0 1 99 Leaf node 7 5:-0.50000000058441774 -0 1 99 Leaf node 7 5:-0.50000000058441463 -0 1 99 Leaf node 7 5:-0.50000000058441685 -0 1 99 Leaf node 7 5:-0.50000000058441774 -0 1 99 Leaf node 7 5:-0.50000000058441785 -0 1 99 Leaf node 7 5:-0.50000000058441785 -0 1 99 Leaf node 7 5:-0.50000000058441774 -0 1 99 Leaf node 7 5:-0.50000000058441774 -0 1 99 Leaf node 7 5:-0.50000000058441674 -0 1 99 Leaf node 7 5:-0.50000000058441774 -0 1 99 Leaf node 7 5:-0.50000000058441807 -0 1 99 Leaf node 7 5:-0.50000000058441807 -0 1 99 Leaf node 7 5:-0.50000000058441796 -0 1 99 Leaf node 7 5:-0.50000000058441796 -0 1 99 Leaf node 7 5:-0.50000000058441751 -0 1 99 Leaf node 7 5:-0.50000000058441785 -0 1 99 Leaf node 7 5:-0.50000000058441751 -0 1 99 Leaf node 7 5:-0.50000000058441763 -0 1 99 Leaf node 7 5:-0.50000000058441774 -0 1 99 Leaf node 7 5:-0.50000000058441774 diff --git a/test/Microsoft.ML.Core.Tests/UnitTests/TestEntryPoints.cs b/test/Microsoft.ML.Core.Tests/UnitTests/TestEntryPoints.cs index efb8ac2449..982324025c 100644 --- a/test/Microsoft.ML.Core.Tests/UnitTests/TestEntryPoints.cs +++ b/test/Microsoft.ML.Core.Tests/UnitTests/TestEntryPoints.cs @@ -5655,7 +5655,7 @@ public void LoadEntryPointModel() } [Fact] - public void SummarizeEntryPointTest2() + public void SummarizeEntryPointTest() { var dataPath = GetDataPath(@"breast-cancer.txt"); var outputPath = GetOutputPath("EntryPoints", "Summarize.txt"); @@ -5723,7 +5723,7 @@ public void SummarizeEntryPointTest2() runner.RunAll(); var data = runner.GetOutput("output_data"); - using (var f = File.Open(outputPath, FileMode.OpenOrCreate)) + using (var f = File.Open(outputPath, FileMode.Create, FileAccess.Write, FileShare.None)) ML.Data.SaveAsText(data, f); CheckEquality("EntryPoints", "Summarize.txt"); From b85fbf6809696162e9c709b53d74ad1e995bfccf Mon Sep 17 00:00:00 2001 From: Artidoro Pagnoni Date: Mon, 1 Jul 2019 16:48:37 -0700 Subject: [PATCH 14/16] setting threads on fasttreetest --- test/Microsoft.ML.Core.Tests/UnitTests/TestEntryPoints.cs | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/test/Microsoft.ML.Core.Tests/UnitTests/TestEntryPoints.cs b/test/Microsoft.ML.Core.Tests/UnitTests/TestEntryPoints.cs index 982324025c..43d290bbe5 100644 --- a/test/Microsoft.ML.Core.Tests/UnitTests/TestEntryPoints.cs +++ b/test/Microsoft.ML.Core.Tests/UnitTests/TestEntryPoints.cs @@ -1339,7 +1339,12 @@ public void EntryPointPipelineEnsembleGetSummary() } else if (i % 2 == 1) { - var trainer = new FastTreeBinaryTrainer(Env, "Label", "Features"); + var ftInput = new FastTreeBinaryTrainer.Options + { + NumberOfThreads = 1 + }; + + var trainer = new FastTreeBinaryTrainer(Env, ftInput); var rmd = new RoleMappedData(data, false, RoleMappedSchema.CreatePair(RoleMappedSchema.ColumnRole.Feature, "Features"), RoleMappedSchema.CreatePair(RoleMappedSchema.ColumnRole.Label, "Label")); From 60f4bd16f49a6f9ddfc5cb105ba25aaffc3af1d0 Mon Sep 17 00:00:00 2001 From: Artidoro Pagnoni Date: Mon, 1 Jul 2019 17:13:14 -0700 Subject: [PATCH 15/16] trying to reduce variance in test --- test/Microsoft.ML.Core.Tests/UnitTests/TestEntryPoints.cs | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/test/Microsoft.ML.Core.Tests/UnitTests/TestEntryPoints.cs b/test/Microsoft.ML.Core.Tests/UnitTests/TestEntryPoints.cs index 43d290bbe5..26c19a35f3 100644 --- a/test/Microsoft.ML.Core.Tests/UnitTests/TestEntryPoints.cs +++ b/test/Microsoft.ML.Core.Tests/UnitTests/TestEntryPoints.cs @@ -1341,7 +1341,9 @@ public void EntryPointPipelineEnsembleGetSummary() { var ftInput = new FastTreeBinaryTrainer.Options { - NumberOfThreads = 1 + NumberOfThreads = 1, + NumberOfLeaves = 5, + NumberOfTrees = 2 }; var trainer = new FastTreeBinaryTrainer(Env, ftInput); From 65885b812ac98968356530bb15607704a9781332 Mon Sep 17 00:00:00 2001 From: Artidoro Pagnoni Date: Mon, 1 Jul 2019 17:53:21 -0700 Subject: [PATCH 16/16] refreshing baseline --- .../EntryPoints/ensemble-model1-summary.txt | 3894 +--------------- .../EntryPoints/ensemble-model3-summary.txt | 3914 +---------------- .../ensemble-summary-key-value-pairs.txt | 26 +- .../Common/EntryPoints/ensemble-summary.txt | 26 +- 4 files changed, 41 insertions(+), 7819 deletions(-) diff --git a/test/BaselineOutput/Common/EntryPoints/ensemble-model1-summary.txt b/test/BaselineOutput/Common/EntryPoints/ensemble-model1-summary.txt index 86aaedf56d..bde4e6c44b 100644 --- a/test/BaselineOutput/Common/EntryPoints/ensemble-model1-summary.txt +++ b/test/BaselineOutput/Common/EntryPoints/ensemble-model1-summary.txt @@ -17,3888 +17,20 @@ #@ } Bias TreeWeights TreeID IsLeaf LeftChild RightChild NumericalSplitFeatureIndexes NumericalSplitThresholds CategoricalSplitFlags LeafValues SplitGains 0 1 0 Tree node 2 1 10 2.5 0 0 13.415869372871798 -0 1 0 Tree node 3 4 14 1.5 0 0 0.92083542188806611 -0 1 0 Tree node 8 -4 16 2.5 0 0 0.67201267815728727 +0 1 0 Tree node 3 -3 14 1.5 0 0 0.92083542188806611 +0 1 0 Tree node -1 -4 16 2.5 0 0 0.67201267815728727 0 1 0 Tree node -2 -5 13 3.5 0 0 0.5363809523809524 -0 1 0 Tree node 5 10 14 8.5 0 0 0.13073167767904614 -0 1 0 Tree node 6 7 10 4.5 0 0 0.13193369488617224 -0 1 0 Tree node -3 -8 14 3.5 0 0 0.076100131752305733 -0 1 0 Tree node -7 13 9 6.5 0 0 0.056511627906976392 -0 1 0 Tree node -1 9 14 2.5 0 0 0.026891596376135141 -0 1 0 Tree node -10 -11 15 1.5 0 0 0.034909090909091112 -0 1 0 Tree node -6 11 15 3.5 0 0 0.0099047619047638591 -0 1 0 Tree node 12 -13 5 0.5 0 0 4.4408920985006262E-16 -0 1 0 Tree node -12 14 9 8.5 0 0 4.4408920985006262E-16 -0 1 0 Tree node -9 -15 0 0.5 0 0 2.2204460492503131E-16 -0 1 0 Tree node -14 -16 0 0.5 0 0 2.2204460492503131E-16 -0 1 0 Leaf node 7 5:-1.00000000000001 +0 1 0 Leaf node 7 5:-0.98625429553265687 0 1 0 Leaf node 7 5:-0.99999999999999978 -0 1 0 Leaf node 7 5:0.090909090909090759 +0 1 0 Leaf node 7 5:0.87134502923976442 0 1 0 Leaf node 7 5:0.27272727272727287 0 1 0 Leaf node 7 5:0.59999999999999976 -0 1 0 Leaf node 7 5:0.85714285714283833 -0 1 0 Leaf node 7 5:0.62500000000000111 -0 1 0 Leaf node 7 5:0.66666666666666652 -0 1 0 Leaf node 7 5:0.99999999999999978 -0 1 0 Leaf node 7 5:-1 -0 1 0 Leaf node 7 5:-0.59999999999999998 -0 1 0 Leaf node 7 5:0.99999999999999745 -0 1 0 Leaf node 7 5:1.0000000000000004 -0 1 0 Leaf node 7 5:1.0000000000000004 -0 1 0 Leaf node 7 5:1.0000000000000002 -0 1 0 Leaf node 7 5:0.99999999999999967 -0 1 1 Tree node 3 1 10 2.5 0 0 8.6392643272147094 -0 1 1 Tree node 2 4 14 2.5 0 0 0.60248486117898947 -0 1 1 Tree node -2 -4 10 3.5 0 0 0.67567098895883737 -0 1 1 Tree node 7 -5 16 2.5 0 0 0.43231850070594113 -0 1 1 Tree node 5 10 14 8.5 0 0 0.047377852906021367 -0 1 1 Tree node 6 9 9 6.5 0 0 0.059352270271456509 -0 1 1 Tree node -3 -8 16 6.5 0 0 0.041646919661135845 -0 1 1 Tree node 11 8 14 2.5 0 0 0.017432053259099689 -0 1 1 Tree node -9 -10 15 1.5 0 0 0.02262926765084744 -0 1 1 Tree node -7 -11 16 7.5 0 0 0.011049900770158327 -0 1 1 Tree node -6 13 15 3.5 0 0 0.0064465376863069856 -0 1 1 Tree node 12 -13 9 4.5 0 0 8.8817841970012523E-16 -0 1 1 Tree node -1 -14 9 3.5 0 0 8.8817841970012523E-16 -0 1 1 Tree node 14 -15 13 8.5 0 0 4.4408920985006262E-16 -0 1 1 Tree node -12 15 9 8.5 0 0 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Leaf node 7 5:-0.20397168226019058 -0 1 99 Leaf node 7 5:-0.16468548004946876 -0 1 99 Leaf node 7 5:0.50019647893155994 -0 1 99 Leaf node 7 5:0.50003348335476416 -0 1 99 Leaf node 7 5:0.36283218982495619 -0 1 99 Leaf node 7 5:-0.27823896351422051 -0 1 99 Leaf node 7 5:0.5000267868845778 -0 1 99 Leaf node 7 5:0.50000675051512 -0 1 99 Leaf node 7 5:-0.50001038976602807 -0 1 99 Leaf node 7 5:-0.32284624102852066 -0 1 99 Leaf node 7 5:-0.014912028501146056 -0 1 99 Leaf node 7 5:-0.50004609589598215 -0 1 99 Leaf node 7 5:-0.18376171715722284 -0 1 99 Leaf node 7 5:-0.50005629956518738 -0 1 99 Leaf node 7 5:0.50002017893173978 -0 1 99 Leaf node 7 5:0.50000262319374411 -0 1 99 Leaf node 7 5:0.50000023118874015 -0 1 99 Leaf node 7 5:0.50000104904875342 +0 1 1 Tree node 3 1 10 2.5 0 0 8.6352053527178452 +0 1 1 Tree node 2 -3 14 2.5 0 0 0.63992190088294487 +0 1 1 Tree node -2 -4 10 3.5 0 0 0.71162415170614624 +0 1 1 Tree node -1 -5 15 4.5 0 0 0.43452626844448261 +0 1 1 Leaf node 7 5:-0.82036054531830893 +0 1 1 Leaf node 7 5:-0.8186475459992979 +0 1 1 Leaf node 7 5:0.75043188004013617 +0 1 1 Leaf node 7 5:0.74116698906550615 +0 1 1 Leaf node 7 5:0.27575806003985165 diff --git a/test/BaselineOutput/Common/EntryPoints/ensemble-model3-summary.txt b/test/BaselineOutput/Common/EntryPoints/ensemble-model3-summary.txt index 652f04d8d5..099bc366a8 100644 --- a/test/BaselineOutput/Common/EntryPoints/ensemble-model3-summary.txt +++ b/test/BaselineOutput/Common/EntryPoints/ensemble-model3-summary.txt @@ -17,3902 +17,20 @@ #@ } Bias TreeWeights TreeID IsLeaf LeftChild RightChild NumericalSplitFeatureIndexes NumericalSplitThresholds CategoricalSplitFlags LeafValues SplitGains 0 1 0 Tree node 1 3 10 3.5 0 0 13.360986434197844 -0 1 0 Tree node 2 6 14 5.5 0 0 2.3140017316017349 -0 1 0 Tree node 5 -4 16 3.5 0 0 0.37346969696970156 -0 1 0 Tree node 4 7 10 4.5 0 0 0.26028321340685778 -0 1 0 Tree node -2 -6 9 6.5 0 0 0.25658076225045368 -0 1 0 Tree node 9 -7 14 2.5 0 0 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node 7 5:-0.30422222705588586 -0 1 99 Leaf node 7 5:0.45123289343904449 -0 1 99 Leaf node 7 5:0.50003702191994659 -0 1 99 Leaf node 7 5:0.47219885363604064 -0 1 99 Leaf node 7 5:-0.17055519643803616 -0 1 99 Leaf node 7 5:-0.065940458217827277 -0 1 99 Leaf node 7 5:-0.28346456273263926 -0 1 99 Leaf node 7 5:0.11181678757411666 -0 1 99 Leaf node 7 5:0.50001549186191407 -0 1 99 Leaf node 7 5:-0.50001618272869852 -0 1 99 Leaf node 7 5:-0.30669155860021524 -0 1 99 Leaf node 7 5:0.50001924010721688 -0 1 99 Leaf node 7 5:-0.50002954279522349 -0 1 99 Leaf node 7 5:-0.16846639720283096 -0 1 99 Leaf node 7 5:0.50000005035134854 -0 1 99 Leaf node 7 5:0.50000600105381365 -0 1 99 Leaf node 7 5:0.39551379522731939 -0 1 99 Leaf node 7 5:0.50000052625607794 +0 1 0 Leaf node 7 5:0.97037037037036966 +0 1 1 Tree node 1 3 10 3.5 0 0 8.6031446225300847 +0 1 1 Tree node -1 2 14 4.5 0 0 1.5404623416657568 +0 1 1 Tree node -3 -4 10 1.5 0 0 0.26130389109429525 +0 1 1 Tree node -2 -5 10 4.5 0 0 0.16830943804733955 +0 1 1 Leaf node 7 5:-0.82068788481267385 +0 1 1 Leaf node 7 5:0.36175241006652414 +0 1 1 Leaf node 7 5:-0.25170035507676081 +0 1 1 Leaf node 7 5:0.69526012254866087 +0 1 1 Leaf node 7 5:0.80839621873313372 diff --git a/test/BaselineOutput/Common/EntryPoints/ensemble-summary-key-value-pairs.txt b/test/BaselineOutput/Common/EntryPoints/ensemble-summary-key-value-pairs.txt index d89d7a7619..debc87d6c1 100644 --- a/test/BaselineOutput/Common/EntryPoints/ensemble-summary-key-value-pairs.txt +++ b/test/BaselineOutput/Common/EntryPoints/ensemble-summary-key-value-pairs.txt @@ -27,16 +27,10 @@ Cat.1: System.Single[] Partition model 1 summary: Per-feature gain summary for the boosted tree ensemble: Features.uniform_size: 1 -Features.uniform_shape: 0.711238682354263 -Features.bare_nuclei: 0.413435971399054 -Features.normal_nucleoli: 0.260448393604327 -Features.bland_chromatin: 0.254190368593018 -Features.epit_size: 0.222178863469679 -Features.thickness: 0.190965373645692 -Features.adhesion: 0.143150245168852 -Cat.1: 0.0607880054395048 -Cat.2: 0.0249023775790133 -Cat.3: 4.10026871732935E-09 +Features.bare_nuclei: 0.261851950948993 +Features.normal_nucleoli: 0.171821243048215 +Features.epit_size: 0.153505802680442 +Features.bland_chromatin: 0.138164395549383 Partition model 2 summary: Linear Binary Classification Predictor non-zero weights (Bias): -4.860323 @@ -66,13 +60,5 @@ Cat.1: System.Single[] Partition model 3 summary: Per-feature gain summary for the boosted tree ensemble: Features.uniform_size: 1 -Features.uniform_shape: 0.559068504082849 -Features.bare_nuclei: 0.488731457203164 -Features.bland_chromatin: 0.308761540884501 -Features.thickness: 0.308038677882308 -Features.normal_nucleoli: 0.132577017456797 -Features.adhesion: 0.125412316945858 -Features.epit_size: 0.118880587537871 -Cat.2: 0.0203766881332348 -Cat.1: 0.00976175711400017 -Cat.3: 0.000928932959407758 +Features.bare_nuclei: 0.412486071655037 +Features.normal_nucleoli: 0.128397028220685 diff --git a/test/BaselineOutput/Common/EntryPoints/ensemble-summary.txt b/test/BaselineOutput/Common/EntryPoints/ensemble-summary.txt index 12c0c05472..0079938c4c 100644 --- a/test/BaselineOutput/Common/EntryPoints/ensemble-summary.txt +++ b/test/BaselineOutput/Common/EntryPoints/ensemble-summary.txt @@ -36,16 +36,10 @@ Partition model 1 summary: Per-feature gain summary for the boosted tree ensemble: Features.uniform_size 1 - Features.uniform_shape 0.711238682354263 - Features.bare_nuclei 0.413435971399054 - Features.normal_nucleoli 0.260448393604327 - Features.bland_chromatin 0.254190368593018 - Features.epit_size 0.222178863469679 - Features.thickness 0.190965373645692 - Features.adhesion 0.143150245168852 - Cat.1 0.0607880054395048 - Cat.2 0.0249023775790133 - Cat.3 4.10026871732935E-09 + Features.bare_nuclei 0.261851950948993 + Features.normal_nucleoli 0.171821243048215 + Features.epit_size 0.153505802680442 + Features.bland_chromatin 0.138164395549383 Partition model 2 summary: Linear Binary Classification Predictor non-zero weights @@ -84,13 +78,5 @@ Partition model 3 summary: Per-feature gain summary for the boosted tree ensemble: Features.uniform_size 1 - Features.uniform_shape 0.559068504082849 - Features.bare_nuclei 0.488731457203164 - Features.bland_chromatin 0.308761540884501 - Features.thickness 0.308038677882308 - Features.normal_nucleoli 0.132577017456797 - Features.adhesion 0.125412316945858 - Features.epit_size 0.118880587537871 - Cat.2 0.0203766881332348 - Cat.1 0.00976175711400017 - Cat.3 0.000928932959407758 + Features.bare_nuclei 0.412486071655037 + Features.normal_nucleoli 0.128397028220685