feat(SampleAzimuth): modify the segment sampler.

include/geode/stochastic/sampling/direct/double_sampler.hpp

@@ -84,6 +84,8 @@ namespace geode
 
         static Distribution create_distribution(
             const DistributionDescription& desc );
+        static Distribution create_angle_distribution_in_rad(
+            const DistributionDescription& desc );
 
         static double sample( RandomEngine& engine, const Distribution& dist );
     };

include/geode/stochastic/sampling/direct/object_set_sampler/object_set_sampler.hpp

@@ -41,6 +41,7 @@ namespace geode
         {
             if( !is_valid_object( obj ) )
             {
+                Logger::warn( "[ObjectSetSampler] - invalid object proposed." );
                 return LOG_PROB_INVALID;
             }
             return log_pdf_;

include/geode/stochastic/sampling/direct/object_set_sampler/segment_set_sampler.hpp

@@ -63,6 +63,7 @@ namespace geode
             const auto& extremities = obj.vertices();
             const auto current =
                 static_cast< local_index_t >( engine.sample_bernoulli( 0.5 ) );
+            const auto other = 1 - current;
 
             geode::Sphere< 2 > ball{ extremities[current],
                 ratio * obj.length() };
@@ -71,7 +72,8 @@ namespace geode
             constexpr index_t max_try{ 100 };
             for( const auto try_id : geode::Range{ max_try } )
             {
-                if( box_.contains( new_point ) )
+                if( box_.contains( new_point )
+                    || box_.contains( extremities[other] ) )
                 {
                     OwnerSegment2D new_segment{ obj };
                     new_segment.set_point( current, new_point );
@@ -91,7 +93,7 @@ namespace geode
             const auto& extremities = obj.vertices();
 
             return box_.contains( extremities[0] )
-                   && box_.contains( extremities[1] );
+                   || box_.contains( extremities[1] );
         }
 
     private:

include/geode/stochastic/sampling/distributions.hpp

@@ -176,4 +176,34 @@ namespace geode
         }
     };
 
+    struct opengeode_stochastic_stochastic_api VonMises
+    {
+        VonMises() = default;
+
+        // 2D von Mises parameters
+        double mean{ 0.0 }; // mean direction in radians
+        double concentration{ 1.0 }; // kappa (concentration parameter)
+
+        [[nodiscard]] static DistributionType distribution_type_static()
+        {
+            return DistributionType{ "VonMises" };
+        }
+
+        [[nodiscard]] DistributionType distribution_type() const
+        {
+            return distribution_type_static();
+        }
+
+        [[nodiscard]] bool is_valid() const
+        {
+            return concentration >= 0.0 && std::isfinite( mean );
+        }
+
+        std::string string() const
+        {
+            return absl::StrCat( distribution_type().get(), "(mean=", mean,
+                ", kappa=", concentration, ")" );
+        }
+    };
+
 } // namespace geode

include/geode/stochastic/sampling/mcmc/helpers/fracture_simulation_runner.hpp

@@ -97,7 +97,8 @@ namespace geode
                 auto length_distribution =
                     DoubleSampler::create_distribution( set_desc.length );
                 auto azimuth_distribution =
-                    DoubleSampler::create_distribution( set_desc.azimuth );
+                    DoubleSampler::create_angle_distribution_in_rad(
+                        set_desc.azimuth );
                 this->set_samplers_.push_back(
                     std::make_unique< UniformSegmentSetSampler >(
                         box_, length_distribution, azimuth_distribution ) );

src/geode/stochastic/sampling/direct/double_sampler.cpp

@@ -23,8 +23,11 @@
 
 #include <geode/stochastic/sampling/direct/double_sampler.hpp>
 
+#include <geode/geometry/angle.hpp>
+
 #include <geode/stochastic/common.hpp>
 #include <geode/stochastic/sampling/random_engine.hpp>
+
 namespace
 {
     struct DistributionParams
@@ -129,6 +132,40 @@ namespace geode
         return it->second( desc );
     }
 
+    DoubleSampler::Distribution DoubleSampler::create_angle_distribution_in_rad(
+        const DistributionDescription& desc_deg )
+    {
+        DistributionDescription desc_rad = desc_deg;
+        if( desc_rad.mean )
+        {
+            auto mean_angle = Angle::create_from_degrees( *( desc_rad.mean ) );
+            desc_rad.mean = mean_angle.normalized_between_0_and_2pi().radians();
+        }
+        if( desc_rad.standard_deviation )
+        {
+            auto std_angle =
+                Angle::create_from_degrees( *( desc_rad.standard_deviation ) );
+            desc_rad.standard_deviation =
+                std_angle.normalized_between_0_and_2pi().radians();
+        }
+        if( desc_rad.min_value )
+        {
+            auto min_angle =
+                Angle::create_from_degrees( *( desc_rad.min_value ) );
+            desc_rad.min_value =
+                min_angle.normalized_between_0_and_2pi().radians();
+        }
+        if( desc_rad.max_value )
+        {
+            auto max_angle =
+                Angle::create_from_degrees( *( desc_rad.max_value ) );
+            desc_rad.max_value =
+                max_angle.normalized_between_0_and_2pi().radians();
+        }
+        // Call the general create_distribution
+        return create_distribution( desc_rad );
+    }
+
     double DoubleSampler::sample(
         RandomEngine& engine, const Distribution& dist )
     {

src/geode/stochastic/sampling/direct/segment_uniform_sampler.cpp

@@ -26,20 +26,34 @@
 #include <geode/stochastic/common.hpp>
 #include <geode/stochastic/sampling/random_engine.hpp>
 
+#include <geode/geometry/angle.hpp>
 #include <geode/geometry/basic_objects/segment.hpp>
+#include <geode/geometry/vector.hpp>
 
+namespace
+{
+    geode::Vector2D direction_from_azimuth_angle( const geode::Angle& azimuth )
+    {
+        return geode::Vector2D( { azimuth.sin(), azimuth.cos() } );
+    }
+} // namespace
 namespace geode
 {
 
     OwnerSegment2D SegmentUniformSampler::sample( RandomEngine& engine,
         const PointUniformSampler::Object< 2 >& object,
         const DoubleSampler::Distribution& length,
-        const DoubleSampler::Distribution& azimuth )
+        const DoubleSampler::Distribution& azimuth_rad )
     {
-        geode_unused( length );
-        geode_unused( azimuth );
         auto point1 = PointUniformSampler::sample( engine, object );
-        auto point2 = PointUniformSampler::sample( engine, object );
+
+        auto segment_length = DoubleSampler::sample( engine, length );
+        auto segment_azimuth = Angle::create_from_radians(
+            DoubleSampler::sample( engine, azimuth_rad ) );
+
+        auto point2 =
+            point1
+            + direction_from_azimuth_angle( segment_azimuth ) * segment_length;
 
         return OwnerSegment2D{ point1, point2 };
     }

tests/stochastic/sampling/direct/test-segment-uniform-sampler.cpp

@@ -43,14 +43,16 @@ void test_sample_segment(
 {
     geode::UniformClosed< double > length;
     geode::UniformClosed< double > az;
+    auto box_enlarged = box;
+    box_enlarged.extends( 1.01 );
 
     for( const auto i : geode::Range{ NUMBER_OF_SAMPLES } )
     {
         auto value =
             geode::SegmentUniformSampler::sample( engine, box, length, az );
-        OPENGEODE_EXCEPTION( box.contains( value.vertices()[0] ),
+        OPENGEODE_EXCEPTION( box_enlarged.contains( value.vertices()[0] ),
             "[SegmentUniformSampler] - segment out of box." );
-        OPENGEODE_EXCEPTION( box.contains( value.vertices()[1] ),
+        OPENGEODE_EXCEPTION( box_enlarged.contains( value.vertices()[1] ),
             "[SegmentUniformSampler] - segment out of box." );
     }
 }