Debug runSpecific

Author: antoniovs1029

.vsts-dotnet-ci.yml

@@ -27,7 +27,7 @@ jobs:
         _config_short: RI
         _includeBenchmarkData: true
         _targetFramework: netcoreapp3.1
-    innerLoop: true
+    runSpecific: true
     pool:
       name:  Hosted Ubuntu 1604
 
@@ -36,15 +36,15 @@ jobs:
     name: Ubuntu_x64_NetCoreApp21
     buildScript: ./build.sh
     container: UbuntuContainer
-    innerLoop: true
+    runSpecific: true
     pool:
       name:  Hosted Ubuntu 1604
 
 - template: /build/ci/job-template.yml
   parameters:
     name: MacOS_x64_NetCoreApp21
     buildScript: ./build.sh
-    innerLoop: true
+    runSpecific: true
     pool:
       name: Hosted macOS
 
@@ -63,7 +63,7 @@ jobs:
         _config_short: RI
         _includeBenchmarkData: true
         _targetFramework: netcoreapp3.1
-    innerLoop: true
+    runSpecific: true
     vsTestConfiguration: "/Framework:.NETCoreApp,Version=v3.0"
     pool:
       name: Hosted VS2017
@@ -72,7 +72,7 @@ jobs:
   parameters:
     name: Windows_x64_NetCoreApp21
     buildScript: build.cmd
-    innerLoop: true
+    runSpecific: true
     vsTestConfiguration: "/Framework:.NETCoreApp,Version=v2.1"
     pool:
       name: Hosted VS2017
@@ -92,7 +92,7 @@ jobs:
         _config_short: RFX
         _includeBenchmarkData: false
         _targetFramework: win-x64
-    innerLoop: true
+    runSpecific: true
     vsTestConfiguration: "/Framework:.NETCoreApp,Version=v4.0"
     pool:
       name: Hosted VS2017
@@ -102,7 +102,7 @@ jobs:
     name: Windows_x86_NetCoreApp21
     architecture: x86
     buildScript: build.cmd
-    innerLoop: true
+    runSpecific: true
     vsTestConfiguration: "/Framework:.NETCoreApp,Version=v2.1"
     pool:
       name: Hosted VS2017

test/Microsoft.ML.AutoML.Tests/AutoFitTests.cs

@@ -2,6 +2,7 @@
 // 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.Globalization;
 using System.Linq;
 using System.Threading;
@@ -105,6 +106,7 @@ private void Context_Log(object sender, LoggingEventArgs e)
         }
 
         [Theory]
+        [Trait("Category", "RunSpecificTest")]
         [InlineData("en-US")]
         [InlineData("ar-SA")]
         [InlineData("pl-PL")]
@@ -113,7 +115,7 @@ public void AutoFitRegressionTest(string culture)
             var originalCulture = Thread.CurrentThread.CurrentCulture;
             Thread.CurrentThread.CurrentCulture = new CultureInfo(culture);
 
-            uint experimentTime = 0;
+            uint experimentTime = 30;
 
             if (culture == "ar-SA")
             {
@@ -132,6 +134,7 @@ public void AutoFitRegressionTest(string culture)
             }
 
             var context = new MLContext(1);
+            context.Log += (sender, e) => Console.WriteLine(e); //MYTODO: added for debugging purposes
             var dataPath = DatasetUtil.GetMlNetGeneratedRegressionDataset();
             var columnInference = context.Auto().InferColumns(dataPath, DatasetUtil.MlNetGeneratedRegressionLabel);
             var textLoader = context.Data.CreateTextLoader(columnInference.TextLoaderOptions);
@@ -143,8 +146,14 @@ public void AutoFitRegressionTest(string culture)
                 .Execute(trainData, validationData,
                     new ColumnInformation() { LabelColumnName = DatasetUtil.MlNetGeneratedRegressionLabel });
 
+            //var trainers = Enum.GetValues(typeof(RegressionTrainer)).OfType<RegressionTrainer>().ToList();
+
             //MYTODO: Only adding this for debugging purposes on the CI:
-            System.Console.WriteLine($"culture:{culture} - Count: {result.RunDetails.Count()} - Null ValidationMetrics Count:{result.RunDetails.Where(rd => rd.ValidationMetrics == null).Count()}");
+            var nullValidationMetrics = result.RunDetails.Where(rd => rd.ValidationMetrics == null).ToArray();
+            System.Console.WriteLine($"culture:{culture} - Count: {result.RunDetails.Count()} - Null ValidationMetrics Count:{nullValidationMetrics.Count()}");
+            if (nullValidationMetrics.Count() > 0)
+                for (var i = 0; i < nullValidationMetrics.Count(); i++)
+                    Console.WriteLine($"nullValidationMetrics[{i}].TrainerName={nullValidationMetrics[i].TrainerName}");
 
             Assert.True(result.RunDetails.Max(i => i.ValidationMetrics.RSquared > 0.9));