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‎test/Microsoft.ML.Benchmarks/BigramAndTrigramBenchMark.cs‎

Lines changed: 10 additions & 10 deletions
Original file line numberDiff line numberDiff line change
@@ -22,26 +22,26 @@ internal class EmptyWriter : TextWriter
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2323
public class BigramAndTrigramBenchmark
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{
25-
private string s_dataPath_Wiki;
26-
private string s_modelPath_Wiki;
25+
private string _dataPath_Wiki;
26+
private string _modelPath_Wiki;
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2828
[GlobalSetup(Targets = new string[] { nameof(Preceptron_CV), nameof(LightGBM_CV) })]
2929
public void Setup_Preceptron_LightGBM()
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{
31-
s_dataPath_Wiki = Path.GetFullPath(TestDatasets.WikiDetox.trainFilename);
31+
_dataPath_Wiki = Path.GetFullPath(TestDatasets.WikiDetox.trainFilename);
3232

33-
if (!File.Exists(s_dataPath_Wiki))
33+
if (!File.Exists(_dataPath_Wiki))
3434
{
35-
throw new FileNotFoundException($"Could not find {s_dataPath_Wiki} Please ensure you have run 'build.cmd -- /t:DownloadExternalTestFiles /p:IncludeBenchmarkData=true' from the root");
35+
throw new FileNotFoundException($"Could not find {_dataPath_Wiki} Please ensure you have run 'build.cmd -- /t:DownloadExternalTestFiles /p:IncludeBenchmarkData=true' from the root");
3636
}
3737
}
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3939
[GlobalSetup(Target = nameof(WikiDetox))]
4040
public void Setup_WikiDetox()
4141
{
4242
Setup_Preceptron_LightGBM();
43-
s_modelPath_Wiki = Path.Combine(Directory.GetCurrentDirectory(), @"WikiModel.zip");
44-
string cmd = @"CV k=5 data=" + s_dataPath_Wiki + " loader=TextLoader{quote=- sparse=- col=Label:R4:0 col=rev_id:TX:1 col=comment:TX:2 col=logged_in:BL:4 col=ns:TX:5 col=sample:TX:6 col=split:TX:7 col=year:R4:3 header=+} xf=Convert{col=logged_in type=R4} xf=CategoricalTransform{col=ns} xf=TextTransform{col=FeaturesText:comment wordExtractor=NGramExtractorTransform{ngram=2}} xf=Concat{col=Features:FeaturesText,logged_in,ns} tr=OVA{p=AveragedPerceptron{iter=10}} out={" + s_modelPath_Wiki + "}";
43+
_modelPath_Wiki = Path.Combine(Directory.GetCurrentDirectory(), @"WikiModel.zip");
44+
string cmd = @"CV k=5 data=" + _dataPath_Wiki + " loader=TextLoader{quote=- sparse=- col=Label:R4:0 col=rev_id:TX:1 col=comment:TX:2 col=logged_in:BL:4 col=ns:TX:5 col=sample:TX:6 col=split:TX:7 col=year:R4:3 header=+} xf=Convert{col=logged_in type=R4} xf=CategoricalTransform{col=ns} xf=TextTransform{col=FeaturesText:comment wordExtractor=NGramExtractorTransform{ngram=2}} xf=Concat{col=Features:FeaturesText,logged_in,ns} tr=OVA{p=AveragedPerceptron{iter=10}} out={" + _modelPath_Wiki + "}";
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using (var tlc = new TlcEnvironment(verbose: false, sensitivity: MessageSensitivity.None, outWriter: EmptyWriter.Instance))
4646
{
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Maml.MainCore(tlc, cmd, alwaysPrintStacktrace: false);
@@ -51,7 +51,7 @@ public void Setup_WikiDetox()
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[Benchmark]
5252
public void Preceptron_CV()
5353
{
54-
string cmd = @"CV k=5 data=" + s_dataPath_Wiki + " loader=TextLoader{quote=- sparse=- col=Label:R4:0 col=rev_id:TX:1 col=comment:TX:2 col=logged_in:BL:4 col=ns:TX:5 col=sample:TX:6 col=split:TX:7 col=year:R4:3 header=+} xf=Convert{col=logged_in type=R4} xf=CategoricalTransform{col=ns} xf=TextTransform{col=FeaturesText:comment wordExtractor=NGramExtractorTransform{ngram=2}} xf=Concat{col=Features:FeaturesText,logged_in,ns} tr=OVA{p=AveragedPerceptron{iter=10}}";
54+
string cmd = @"CV k=5 data=" + _dataPath_Wiki + " loader=TextLoader{quote=- sparse=- col=Label:R4:0 col=rev_id:TX:1 col=comment:TX:2 col=logged_in:BL:4 col=ns:TX:5 col=sample:TX:6 col=split:TX:7 col=year:R4:3 header=+} xf=Convert{col=logged_in type=R4} xf=CategoricalTransform{col=ns} xf=TextTransform{col=FeaturesText:comment wordExtractor=NGramExtractorTransform{ngram=2}} xf=Concat{col=Features:FeaturesText,logged_in,ns} tr=OVA{p=AveragedPerceptron{iter=10}}";
5555
using (var tlc = new TlcEnvironment(verbose: false, sensitivity: MessageSensitivity.None, outWriter: EmptyWriter.Instance))
5656
{
5757
Maml.MainCore(tlc, cmd, alwaysPrintStacktrace: false);
@@ -61,7 +61,7 @@ public void Preceptron_CV()
6161
[Benchmark]
6262
public void LightGBM_CV()
6363
{
64-
string cmd = @"CV k=5 data=" + s_dataPath_Wiki + " loader=TextLoader{quote=- sparse=- col=Label:R4:0 col=rev_id:TX:1 col=comment:TX:2 col=logged_in:BL:4 col=ns:TX:5 col=sample:TX:6 col=split:TX:7 col=year:R4:3 header=+} xf=Convert{col=logged_in type=R4} xf=CategoricalTransform{col=ns} xf=TextTransform{col=FeaturesText:comment wordExtractor=NGramExtractorTransform{ngram=2}} xf=Concat{col=Features:FeaturesText,logged_in,ns} tr=LightGBMMulticlass{}";
64+
string cmd = @"CV k=5 data=" + _dataPath_Wiki + " loader=TextLoader{quote=- sparse=- col=Label:R4:0 col=rev_id:TX:1 col=comment:TX:2 col=logged_in:BL:4 col=ns:TX:5 col=sample:TX:6 col=split:TX:7 col=year:R4:3 header=+} xf=Convert{col=logged_in type=R4} xf=CategoricalTransform{col=ns} xf=TextTransform{col=FeaturesText:comment wordExtractor=NGramExtractorTransform{ngram=2}} xf=Concat{col=Features:FeaturesText,logged_in,ns} tr=LightGBMMulticlass{}";
6565
using (var tlc = new TlcEnvironment(verbose: false, sensitivity: MessageSensitivity.None, outWriter: EmptyWriter.Instance))
6666
{
6767
Maml.MainCore(tlc, cmd, alwaysPrintStacktrace: false);
@@ -72,7 +72,7 @@ public void LightGBM_CV()
7272
public void WikiDetox()
7373
{
7474
string modelpath = Path.Combine(Directory.GetCurrentDirectory(), @"WikiModel.fold000.zip");
75-
string cmd = @"Test data=" + s_dataPath_Wiki + " in=" + modelpath;
75+
string cmd = @"Test data=" + _dataPath_Wiki + " in=" + modelpath;
7676
using (var tlc = new TlcEnvironment(verbose: false, sensitivity: MessageSensitivity.None, outWriter: EmptyWriter.Instance))
7777
{
7878
Maml.MainCore(tlc, cmd, alwaysPrintStacktrace: false);

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