65 instantiations of Pipeline
Microsoft.ML.AutoML (1)
Experiment\SuggestedPipeline.cs (1)
72
return new
Pipeline
(pipelineElements.ToArray(), _cacheBeforeTrainer);
Microsoft.ML.CodeGenerator.Tests (64)
ApprovalTests\ConsoleCodeGeneratorTests.cs (6)
561
var pipeline = new
Pipeline
(new PipelineNode[]
690
var bestPipeLine = new
Pipeline
(new PipelineNode[]
730
var pipeline = new
Pipeline
(new PipelineNode[]
778
var bestPipeLine = new
Pipeline
(new PipelineNode[]
812
var bestPipeLine = new
Pipeline
(new PipelineNode[]
987
var bestPipeLine = new
Pipeline
(new PipelineNode[]
CodeGenTests.cs (5)
34
Pipeline pipeline = new
Pipeline
(new PipelineNode[] { node });
55
Pipeline pipeline = new
Pipeline
(new PipelineNode[] { node });
70
Pipeline pipeline = new
Pipeline
(new PipelineNode[] { node });
84
Pipeline pipeline = new
Pipeline
(new PipelineNode[] { node });
128
Pipeline pipeline = new
Pipeline
(new PipelineNode[] { node });
TrainerGeneratorTests.cs (40)
36
Pipeline pipeline = new
Pipeline
(new PipelineNode[] { node });
64
Pipeline pipeline = new
Pipeline
(new PipelineNode[] { node });
86
Pipeline pipeline = new
Pipeline
(new PipelineNode[] { node });
104
Pipeline pipeline = new
Pipeline
(new PipelineNode[] { node });
124
Pipeline pipeline = new
Pipeline
(new PipelineNode[] { node });
141
Pipeline pipeline = new
Pipeline
(new PipelineNode[] { node });
161
Pipeline pipeline = new
Pipeline
(new PipelineNode[] { node });
178
Pipeline pipeline = new
Pipeline
(new PipelineNode[] { node });
198
Pipeline pipeline = new
Pipeline
(new PipelineNode[] { node });
215
Pipeline pipeline = new
Pipeline
(new PipelineNode[] { node });
235
Pipeline pipeline = new
Pipeline
(new PipelineNode[] { node });
252
Pipeline pipeline = new
Pipeline
(new PipelineNode[] { node });
272
Pipeline pipeline = new
Pipeline
(new PipelineNode[] { node });
288
Pipeline pipeline = new
Pipeline
(new PipelineNode[] { node });
314
Pipeline pipeline = new
Pipeline
(new PipelineNode[] { node });
329
Pipeline pipeline = new
Pipeline
(new PipelineNode[] { node });
349
Pipeline pipeline = new
Pipeline
(new PipelineNode[] { node });
366
Pipeline pipeline = new
Pipeline
(new PipelineNode[] { node });
386
Pipeline pipeline = new
Pipeline
(new PipelineNode[] { node });
403
Pipeline pipeline = new
Pipeline
(new PipelineNode[] { node });
423
Pipeline pipeline = new
Pipeline
(new PipelineNode[] { node });
440
Pipeline pipeline = new
Pipeline
(new PipelineNode[] { node });
460
Pipeline pipeline = new
Pipeline
(new PipelineNode[] { node });
477
Pipeline pipeline = new
Pipeline
(new PipelineNode[] { node });
497
Pipeline pipeline = new
Pipeline
(new PipelineNode[] { node });
514
Pipeline pipeline = new
Pipeline
(new PipelineNode[] { node });
534
Pipeline pipeline = new
Pipeline
(new PipelineNode[] { node });
552
Pipeline pipeline = new
Pipeline
(new PipelineNode[] { node });
572
Pipeline pipeline = new
Pipeline
(new PipelineNode[] { node });
590
Pipeline pipeline = new
Pipeline
(new PipelineNode[] { node });
610
Pipeline pipeline = new
Pipeline
(new PipelineNode[] { node });
628
Pipeline pipeline = new
Pipeline
(new PipelineNode[] { node });
648
Pipeline pipeline = new
Pipeline
(new PipelineNode[] { node });
666
Pipeline pipeline = new
Pipeline
(new PipelineNode[] { node });
685
Pipeline pipeline = new
Pipeline
(new PipelineNode[] { node });
703
Pipeline pipeline = new
Pipeline
(new PipelineNode[] { node });
723
Pipeline pipeline = new
Pipeline
(new PipelineNode[] { node });
741
Pipeline pipeline = new
Pipeline
(new PipelineNode[] { node });
761
Pipeline pipeline = new
Pipeline
(new PipelineNode[] { node });
776
Pipeline pipeline = new
Pipeline
(new PipelineNode[] { node });
TransformGeneratorTests.cs (13)
27
Pipeline pipeline = new
Pipeline
(new PipelineNode[] { node });
41
Pipeline pipeline = new
Pipeline
(new PipelineNode[] { node });
55
Pipeline pipeline = new
Pipeline
(new PipelineNode[] { node });
69
Pipeline pipeline = new
Pipeline
(new PipelineNode[] { node });
83
Pipeline pipeline = new
Pipeline
(new PipelineNode[] { node });
97
Pipeline pipeline = new
Pipeline
(new PipelineNode[] { node });
111
Pipeline pipeline = new
Pipeline
(new PipelineNode[] { node });
125
Pipeline pipeline = new
Pipeline
(new PipelineNode[] { node });
139
Pipeline pipeline = new
Pipeline
(new PipelineNode[] { node });
153
Pipeline pipeline = new
Pipeline
(new PipelineNode[] { node });
167
Pipeline pipeline = new
Pipeline
(new PipelineNode[] { node });
181
Pipeline pipeline = new
Pipeline
(new PipelineNode[] { node });
195
Pipeline pipeline = new
Pipeline
(new PipelineNode[] { node });
118 references to Pipeline
Microsoft.ML.AutoML (9)
API\Pipeline.cs (2)
101
internal readonly
Pipeline
Pipeline;
103
internal PipelineScore(
Pipeline
pipeline, double score, bool runSucceeded)
API\RunDetails\CrossValidationRunDetail.cs (1)
28
Pipeline
pipeline,
API\RunDetails\RunDetail.cs (3)
54
Pipeline
pipeline,
97
internal
Pipeline
Pipeline { get; private set; }
102
Pipeline
pipeline)
Experiment\SuggestedPipeline.cs (2)
60
public
Pipeline
ToPipeline()
75
public static SuggestedPipeline FromPipeline(MLContext context,
Pipeline
pipeline)
PipelineSuggesters\PipelineSuggester.cs (1)
17
public static
Pipeline
GetNextPipeline(MLContext context,
Microsoft.ML.AutoML.Tests (5)
GetNextPipelineTests.cs (4)
31
var
pipeline = PipelineSuggester.GetNextPipeline(context, new List<PipelineScore>(), columns,
37
var
deserialized = JsonConvert.DeserializeObject<
Pipeline
>(serialized);
62
var
pipeline = PipelineSuggester.GetNextPipeline(context, history, columns, task, ((IChannelProvider)context).Start("AutoMLTest"));
Utils\TaskAgnosticIterationResult.cs (1)
23
internal
Pipeline
Pipeline;
Microsoft.ML.CodeGenerator (10)
CodeGenerator\CSharp\AzureCodeGenerator\AzureAttachCodeGenenrator.cs (2)
21
private readonly
Pipeline
_pipeline;
25
public AzureAttachCodeGenenrator(
Pipeline
pipeline, ColumnInferenceResults columnInferenceResults, CodeGeneratorSettings options)
CodeGenerator\CSharp\AzureCodeGenerator\AzureAttachConsoleAppCodeGenerator.cs (2)
25
private readonly
Pipeline
_pipeline;
35
public AzureAttachConsoleAppCodeGenerator(
Pipeline
pipeline, ColumnInferenceResults columnInferenceResults, CodeGeneratorSettings options, string namespaceValue)
CodeGenerator\CSharp\AzureCodeGenerator\AzureAttachModelCodeGenerator.cs (2)
22
private readonly
Pipeline
_pipeline;
37
public AzureAttachModelCodeGenerator(
Pipeline
pipeline, ColumnInferenceResults columnInferenceResults, CodeGeneratorSettings options, string namespaceValue)
CodeGenerator\CSharp\CodeGenerator.cs (2)
24
private readonly
Pipeline
_pipeline;
36
internal CodeGenerator(
Pipeline
pipeline, ColumnInferenceResults columnInferenceResult, CodeGeneratorSettings settings)
CodeGenerator\CSharp\PipelineExtension.cs (2)
16
internal static (string Usings, string TrainerMethod, List<string> PreTrainerTransforms, List<string> PostTrainerTransforms) GenerateTransformsAndTrainers(this
Pipeline
pipeline)
70
internal static (string, string[]) GenerateTrainerAndUsings(
Pipeline
pipeline)
Microsoft.ML.CodeGenerator.Tests (94)
ApprovalTests\ConsoleCodeGeneratorTests.cs (36)
33
private
Pipeline
_mockedPipeline;
34
private
Pipeline
_mockedOvaPipeline;
53
(
Pipeline
pipeline,
68
(
Pipeline
pipeline,
83
(
Pipeline
pipeline,
98
(
Pipeline
pipeline,
113
(
Pipeline
pipeline,
128
(
Pipeline
pipeline,
143
(
Pipeline
pipeline,
158
(
Pipeline
pipeline,
173
(
Pipeline
pipeline,
189
(
Pipeline
pipeline,
204
(
Pipeline
pipeline,
219
(
var
pipeline, var columnInference) = GetMockedAzureImagePipelineAndInference();
255
(
var
pipeline, var columnInference) = GetMockedAzureObjectDetectionPipelineAndInference(@"/path/to/onnxModel");
295
(
var
pipeline, var columnInference, var mapping) = GetMockedAzurePipelineAndInference();
332
(
var
pipelineSanitized, var columnInferenceSanitized, var mappingSanitized) = this.GetMockedAzurePipelineAndInference();
334
(
var
pipelineUnsatinized, var columnInferenceUnsatinized, var mappingUnsatinized) = this.GetMockedAzurePipelineAndInferenceUnsanitizedColumnNames();
339
private void TestModelInput(
Pipeline
pipeline, ColumnInferenceResults columnInference,
379
(
var
bestPipeLine, var columnInference) = GetMockedAzureImagePipelineAndInference();
533
(
Pipeline
pipeline,
540
private (
Pipeline
, ColumnInferenceResults) GetMockedRecommendationPipelineAndInference()
561
var
pipeline = new Pipeline(new PipelineNode[]
596
private (
Pipeline
, ColumnInferenceResults) GetMockedBinaryPipelineAndInference()
633
private (
Pipeline
, ColumnInferenceResults) GetMockedRegressionPipelineAndInference()
670
private (
Pipeline
, ColumnInferenceResults) GetMockedAzureObjectDetectionPipelineAndInference(string onnxModelPath)
690
var
bestPipeLine = new Pipeline(new PipelineNode[]
719
private (
Pipeline
, ColumnInferenceResults) GetMockedRankingPipelineAndInference()
730
var
pipeline = new Pipeline(new PipelineNode[]
762
private (
Pipeline
, ColumnInferenceResults) GetMockedAzureImagePipelineAndInference()
778
var
bestPipeLine = new Pipeline(new PipelineNode[]
808
private (
Pipeline
, ColumnInferenceResults, IDictionary<string, CodeGeneratorSettings.ColumnMapping>) GetMockedAzurePipelineAndInference()
812
var
bestPipeLine = new Pipeline(new PipelineNode[]
978
private (
Pipeline
, ColumnInferenceResults, IDictionary<string, CodeGeneratorSettings.ColumnMapping>) GetMockedAzurePipelineAndInferenceUnsanitizedColumnNames()
987
var
bestPipeLine = new Pipeline(new PipelineNode[]
1091
private (
Pipeline
, ColumnInferenceResults) GetMockedOvaPipelineAndInference()
CodeGenTests.cs (5)
34
Pipeline
pipeline = new Pipeline(new PipelineNode[] { node });
55
Pipeline
pipeline = new Pipeline(new PipelineNode[] { node });
70
Pipeline
pipeline = new Pipeline(new PipelineNode[] { node });
84
Pipeline
pipeline = new Pipeline(new PipelineNode[] { node });
128
Pipeline
pipeline = new Pipeline(new PipelineNode[] { node });
TrainerGeneratorTests.cs (40)
36
Pipeline
pipeline = new Pipeline(new PipelineNode[] { node });
64
Pipeline
pipeline = new Pipeline(new PipelineNode[] { node });
86
Pipeline
pipeline = new Pipeline(new PipelineNode[] { node });
104
Pipeline
pipeline = new Pipeline(new PipelineNode[] { node });
124
Pipeline
pipeline = new Pipeline(new PipelineNode[] { node });
141
Pipeline
pipeline = new Pipeline(new PipelineNode[] { node });
161
Pipeline
pipeline = new Pipeline(new PipelineNode[] { node });
178
Pipeline
pipeline = new Pipeline(new PipelineNode[] { node });
198
Pipeline
pipeline = new Pipeline(new PipelineNode[] { node });
215
Pipeline
pipeline = new Pipeline(new PipelineNode[] { node });
235
Pipeline
pipeline = new Pipeline(new PipelineNode[] { node });
252
Pipeline
pipeline = new Pipeline(new PipelineNode[] { node });
272
Pipeline
pipeline = new Pipeline(new PipelineNode[] { node });
288
Pipeline
pipeline = new Pipeline(new PipelineNode[] { node });
314
Pipeline
pipeline = new Pipeline(new PipelineNode[] { node });
329
Pipeline
pipeline = new Pipeline(new PipelineNode[] { node });
349
Pipeline
pipeline = new Pipeline(new PipelineNode[] { node });
366
Pipeline
pipeline = new Pipeline(new PipelineNode[] { node });
386
Pipeline
pipeline = new Pipeline(new PipelineNode[] { node });
403
Pipeline
pipeline = new Pipeline(new PipelineNode[] { node });
423
Pipeline
pipeline = new Pipeline(new PipelineNode[] { node });
440
Pipeline
pipeline = new Pipeline(new PipelineNode[] { node });
460
Pipeline
pipeline = new Pipeline(new PipelineNode[] { node });
477
Pipeline
pipeline = new Pipeline(new PipelineNode[] { node });
497
Pipeline
pipeline = new Pipeline(new PipelineNode[] { node });
514
Pipeline
pipeline = new Pipeline(new PipelineNode[] { node });
534
Pipeline
pipeline = new Pipeline(new PipelineNode[] { node });
552
Pipeline
pipeline = new Pipeline(new PipelineNode[] { node });
572
Pipeline
pipeline = new Pipeline(new PipelineNode[] { node });
590
Pipeline
pipeline = new Pipeline(new PipelineNode[] { node });
610
Pipeline
pipeline = new Pipeline(new PipelineNode[] { node });
628
Pipeline
pipeline = new Pipeline(new PipelineNode[] { node });
648
Pipeline
pipeline = new Pipeline(new PipelineNode[] { node });
666
Pipeline
pipeline = new Pipeline(new PipelineNode[] { node });
685
Pipeline
pipeline = new Pipeline(new PipelineNode[] { node });
703
Pipeline
pipeline = new Pipeline(new PipelineNode[] { node });
723
Pipeline
pipeline = new Pipeline(new PipelineNode[] { node });
741
Pipeline
pipeline = new Pipeline(new PipelineNode[] { node });
761
Pipeline
pipeline = new Pipeline(new PipelineNode[] { node });
776
Pipeline
pipeline = new Pipeline(new PipelineNode[] { node });
TransformGeneratorTests.cs (13)
27
Pipeline
pipeline = new Pipeline(new PipelineNode[] { node });
41
Pipeline
pipeline = new Pipeline(new PipelineNode[] { node });
55
Pipeline
pipeline = new Pipeline(new PipelineNode[] { node });
69
Pipeline
pipeline = new Pipeline(new PipelineNode[] { node });
83
Pipeline
pipeline = new Pipeline(new PipelineNode[] { node });
97
Pipeline
pipeline = new Pipeline(new PipelineNode[] { node });
111
Pipeline
pipeline = new Pipeline(new PipelineNode[] { node });
125
Pipeline
pipeline = new Pipeline(new PipelineNode[] { node });
139
Pipeline
pipeline = new Pipeline(new PipelineNode[] { node });
153
Pipeline
pipeline = new Pipeline(new PipelineNode[] { node });
167
Pipeline
pipeline = new Pipeline(new PipelineNode[] { node });
181
Pipeline
pipeline = new Pipeline(new PipelineNode[] { node });
195
Pipeline
pipeline = new Pipeline(new PipelineNode[] { node });