Various Discrete Improvements

gtsam/discrete/DiscreteConditional.h

@@ -168,13 +168,9 @@ class GTSAM_EXPORT DiscreteConditional
     static_cast<const BaseConditional*>(this)->print(s, formatter);
   }
 
-  /// Evaluate, just look up in AlgebraicDecisionTree
-  virtual double evaluate(const Assignment<Key>& values) const override {
-    return ADT::operator()(values);
-  }
-
-  using DecisionTreeFactor::error;       ///< DiscreteValues version
-  using DiscreteFactor::operator();      ///< DiscreteValues version
+  using BaseFactor::error;       ///< DiscreteValues version
+  using BaseFactor::evaluate;    ///< DiscreteValues version
+  using BaseFactor::operator();  ///< DiscreteValues version
 
   /**
    * @brief restrict to given *parent* values.

gtsam/discrete/DiscreteDistribution.h

@@ -40,7 +40,7 @@ class GTSAM_EXPORT DiscreteDistribution : public DiscreteConditional {
   /// Default constructor needed for serialization.
   DiscreteDistribution() {}
 
-  /// Constructor from factor.
+  /// Constructor from DecisionTreeFactor.
   explicit DiscreteDistribution(const DecisionTreeFactor& f)
       : Base(f.size(), f) {}
 

gtsam/discrete/DiscreteFactorGraph.cpp

@@ -14,6 +14,7 @@
  *  @date Feb 14, 2011
  *  @author Duy-Nguyen Ta
  *  @author Frank Dellaert
+ *  @author Varun Agrawal
  */
 
 #include <gtsam/discrete/DiscreteBayesTree.h>
@@ -35,13 +36,12 @@ namespace gtsam {
   template class FactorGraph<DiscreteFactor>;
   template class EliminateableFactorGraph<DiscreteFactorGraph>;
 
-  /* ************************************************************************* */
-  bool DiscreteFactorGraph::equals(const This& fg, double tol) const
-  {
+  /* ************************************************************************ */
+  bool DiscreteFactorGraph::equals(const This& fg, double tol) const {
     return Base::equals(fg, tol);
   }
 
-  /* ************************************************************************* */
+  /* ************************************************************************ */
   KeySet DiscreteFactorGraph::keys() const {
     KeySet keys;
     for (const sharedFactor& factor : *this) {
@@ -50,11 +50,11 @@ namespace gtsam {
     return keys;
   }
 
-  /* ************************************************************************* */
+  /* ************************************************************************ */
   DiscreteKeys DiscreteFactorGraph::discreteKeys() const {
     DiscreteKeys result;
     for (auto&& factor : *this) {
-      if (auto p = std::dynamic_pointer_cast<DecisionTreeFactor>(factor)) {
+      if (auto p = std::dynamic_pointer_cast<DiscreteFactor>(factor)) {
         DiscreteKeys factor_keys = p->discreteKeys();
         result.insert(result.end(), factor_keys.begin(), factor_keys.end());
       }
@@ -63,26 +63,27 @@ namespace gtsam {
     return result;
   }
 
-  /* ************************************************************************* */
+  /* ************************************************************************ */
   DecisionTreeFactor DiscreteFactorGraph::product() const {
     DecisionTreeFactor result;
-    for(const sharedFactor& factor: *this)
+    for (const sharedFactor& factor : *this) {
       if (factor) result = (*factor) * result;
+    }
     return result;
   }
 
-  /* ************************************************************************* */
-  double DiscreteFactorGraph::operator()(
-      const DiscreteValues &values) const {
+  /* ************************************************************************ */
+  double DiscreteFactorGraph::operator()(const DiscreteValues& values) const {
     double product = 1.0;
-    for( const sharedFactor& factor: factors_ )
-      product *= (*factor)(values);
+    for (const sharedFactor& factor : factors_) {
+      if (factor) product *= (*factor)(values);
+    }
     return product;
   }
 
-  /* ************************************************************************* */
+  /* ************************************************************************ */
   void DiscreteFactorGraph::print(const string& s,
-      const KeyFormatter& formatter) const {
+                                  const KeyFormatter& formatter) const {
     std::cout << s << std::endl;
     std::cout << "size: " << size() << std::endl;
     for (size_t i = 0; i < factors_.size(); i++) {
@@ -110,15 +111,18 @@ namespace gtsam {
 //      }
 //  }
 
-  /* ************************************************************************ */
-  // Alternate eliminate function for MPE
-  std::pair<DiscreteConditional::shared_ptr, DecisionTreeFactor::shared_ptr>  //
-  EliminateForMPE(const DiscreteFactorGraph& factors,
-                  const Ordering& frontalKeys) {
+  /**
+   * @brief Multiply all the `factors` and normalize the
+   * product to prevent underflow.
+   *
+   * @param factors The factors to multiply as a DiscreteFactorGraph.
+   * @return DecisionTreeFactor
+   */
+  static DecisionTreeFactor ProductAndNormalize(
+      const DiscreteFactorGraph& factors) {
     // PRODUCT: multiply all factors
     gttic(product);
-    DecisionTreeFactor product;
-    for (auto&& factor : factors) product = (*factor) * product;
+    DecisionTreeFactor product = factors.product();
     gttoc(product);
 
     // Max over all the potentials by pretending all keys are frontal:
@@ -127,6 +131,16 @@ namespace gtsam {
     // Normalize the product factor to prevent underflow.
     product = product / (*normalization);
 
+    return product;
+  }
+
+  /* ************************************************************************ */
+  // Alternate eliminate function for MPE
+  std::pair<DiscreteConditional::shared_ptr, DiscreteFactor::shared_ptr>  //
+  EliminateForMPE(const DiscreteFactorGraph& factors,
+                  const Ordering& frontalKeys) {
+    DecisionTreeFactor product = ProductAndNormalize(factors);
+
     // max out frontals, this is the factor on the separator
     gttic(max);
     DecisionTreeFactor::shared_ptr max = product.max(frontalKeys);
@@ -142,8 +156,8 @@ namespace gtsam {
     // Make lookup with product
     gttic(lookup);
     size_t nrFrontals = frontalKeys.size();
-    auto lookup = std::make_shared<DiscreteLookupTable>(nrFrontals,
-                                                          orderedKeys, product);
+    auto lookup =
+        std::make_shared<DiscreteLookupTable>(nrFrontals, orderedKeys, product);
     gttoc(lookup);
 
     return {std::dynamic_pointer_cast<DiscreteConditional>(lookup), max};
@@ -201,20 +215,10 @@ namespace gtsam {
   }
 
   /* ************************************************************************ */
-  std::pair<DiscreteConditional::shared_ptr, DecisionTreeFactor::shared_ptr>  //
+  std::pair<DiscreteConditional::shared_ptr, DiscreteFactor::shared_ptr>  //
   EliminateDiscrete(const DiscreteFactorGraph& factors,
                     const Ordering& frontalKeys) {
-    // PRODUCT: multiply all factors
-    gttic(product);
-    DecisionTreeFactor product;
-    for (auto&& factor : factors) product = (*factor) * product;
-    gttoc(product);
-
-    // Max over all the potentials by pretending all keys are frontal:
-    auto normalization = product.max(product.size());
-
-    // Normalize the product factor to prevent underflow.
-    product = product / (*normalization);
+    DecisionTreeFactor product = ProductAndNormalize(factors);
 
     // sum out frontals, this is the factor on the separator
     gttic(sum);

gtsam/discrete/DiscreteFactorGraph.h

@@ -14,6 +14,7 @@
  * @date Feb 14, 2011
  * @author Duy-Nguyen Ta
  * @author Frank Dellaert
+ * @author Varun Agrawal
  */
 
 #pragma once
@@ -48,7 +49,7 @@ class DiscreteJunctionTree;
  * @ingroup discrete
  */
 GTSAM_EXPORT
-std::pair<DiscreteConditional::shared_ptr, DecisionTreeFactor::shared_ptr>
+std::pair<DiscreteConditional::shared_ptr, DiscreteFactor::shared_ptr>
 EliminateDiscrete(const DiscreteFactorGraph& factors,
                   const Ordering& frontalKeys);
 
@@ -61,7 +62,7 @@ EliminateDiscrete(const DiscreteFactorGraph& factors,
  * @ingroup discrete
  */
 GTSAM_EXPORT
-std::pair<DiscreteConditional::shared_ptr, DecisionTreeFactor::shared_ptr>
+std::pair<DiscreteConditional::shared_ptr, DiscreteFactor::shared_ptr>
 EliminateForMPE(const DiscreteFactorGraph& factors,
                 const Ordering& frontalKeys);
 

gtsam/discrete/tests/testDiscreteFactorGraph.cpp

@@ -113,7 +113,8 @@ TEST(DiscreteFactorGraph, test) {
   const Ordering frontalKeys{0};
   const auto [conditional, newFactorPtr] = EliminateDiscrete(graph, frontalKeys);
 
-  DecisionTreeFactor newFactor = *newFactorPtr;
+  DecisionTreeFactor newFactor =
+      *std::dynamic_pointer_cast<DecisionTreeFactor>(newFactorPtr);
 
   // Normalize newFactor by max for comparison with expected
   auto normalization = newFactor.max(newFactor.size());