Fix bug where "Inconsistent number of particles" error is raised when

using "Scalar Only" mode.

Author: akenmorris

Studio/Analysis/AnalysisTool.cpp

@@ -513,7 +513,6 @@ bool AnalysisTool::compute_stats() {
       shape->load_feature(DisplayMode::Reconstructed, target_feature);
       auto scalars = particles = shape->get_point_features(target_feature);
       // combine positions and scalars, interleave 3 positions for every scalar
-      SW_LOG("positions.size() = {}, scalars.size() = {}", positions.size(), scalars.size());
       particles.resize(positions.size() + scalars.size());
       int num_particles = positions.size() / 3;
       for (int i = 0; i < num_particles; i++) {
@@ -1426,7 +1425,7 @@ void AnalysisTool::update_difference_particles() {
   }
 
   if (all_particles.size() != mean.size()) {
-    SW_ERROR("Inconsistent number of particles");
+    SW_ERROR("Inconsistent number of values in particle vector, {} vs. {}", all_particles.size(), mean.size());
     return;
   }
 
@@ -1446,7 +1445,7 @@ Eigen::VectorXd AnalysisTool::get_mean_shape_particles() {
   if (pca_shape_plus_scalar_mode()) {
     return extract_shape_only(stats_.get_mean());
   } else if (pca_scalar_only_mode()) {
-    SW_LOG("Scalar only mode not implemented yet");
+    return construct_mean_shape();
   }
   return stats_.get_mean();
 }

Studio/Job/ShapeScalarJob.cpp

@@ -25,11 +25,8 @@ ShapeScalarJob::ShapeScalarJob(QSharedPointer<Session> session, QString target_f
 
 //---------------------------------------------------------------------------
 void ShapeScalarJob::run() {
-  // SW_DEBUG("Running shape scalar job");
-
   try {
     py::module np = py::module::import("numpy");
-
     py::module sw = py::module::import("shapeworks");
 
     if (job_type_ == JobType::MSE_Plot) {
@@ -54,7 +51,6 @@ void ShapeScalarJob::run() {
       image.loadFromData((const uchar*)png_raw_bytes.data(), png_raw_bytes.size(), "PNG");
       plot_ = QPixmap::fromImage(image);
     }
-    // SW_DEBUG("End shape scalar job");
 
   } catch (const std::exception& e) {
     SW_ERROR("Exception in shape scalar job: {}", e.what());
@@ -83,7 +79,6 @@ Eigen::VectorXd ShapeScalarJob::predict_shape(QSharedPointer<Session> session, Q
 Eigen::VectorXd ShapeScalarJob::predict(QSharedPointer<Session> session, QString target_feature,
                                         Eigen::MatrixXd target_values, Direction direction) {
   // blocking call to predict scalars for given target particles
-
   auto job = QSharedPointer<ShapeScalarJob>::create(session, target_feature, target_values, JobType::Predict);
   job->set_quiet_mode(true);
   job->set_direction(direction);
@@ -92,7 +87,6 @@ Eigen::VectorXd ShapeScalarJob::predict(QSharedPointer<Session> session, QString
 
   std::atomic_bool finished(false);
   connect(job.data(), &ShapeScalarJob::finished, [&] {
-    SW_DEBUG("shape scalar predict job finished");
     prediction = job->get_prediction();
     finished = true;
   });