Example #1
0
        public void SweepablePipeline_summary_should_work()
        {
            var sweepablePipeline = new SweepablePipeline()
                                    .Append(new MockTransformer())
                                    .Append(new MockEstimatorBuilder("mockEstimator"));

            sweepablePipeline.ToString().Should().Be("SweepablePipeline([MockTransformer]=>[mockEstimator])");
        }
Example #2
0
        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());
        }