public void SweepablePipeline_summary_should_work()
{
var sweepablePipeline = new SweepablePipeline()
.Append(new MockTransformer())
.Append(new MockEstimatorBuilder("mockEstimator"));
sweepablePipeline.ToString().Should().Be("SweepablePipeline([MockTransformer]=>[mockEstimator])");
}
public void SweepablePipeline_should_create_SingleEstimatorSweepablePipeline()
{
var sweepablePipeline = new SweepablePipeline()
.Append(new MockEstimatorBuilder("estimator1_1"))
.Append(new MockEstimatorBuilder("estimator2_1"), new MockEstimatorBuilder("estimator2_2"))
.Append(new MockEstimatorBuilder("estimator3_1"), new MockEstimatorBuilder("estimator3_2"), new MockEstimatorBuilder("estimator3_3"));
var res = new StringBuilder();
res.AppendLine(sweepablePipeline.ToString());
var sweeper = new GridSearchSweeper();
foreach (var param in sweeper.ProposeSweeps(sweepablePipeline, 100))
{
var singleEstimatorPipeline = sweepablePipeline.BuildFromParameters(param);
res.AppendLine(singleEstimatorPipeline.ToString());
}
Approvals.Verify(res.ToString());
}