Fix wealth distribution histogram issue by correcting wealth calculation and improving data handling

app/models/economic_model.py

@@ -309,25 +309,27 @@ class EconomicSimulation:
         if not self.agents:
             return [], []
         
-        # Get current total wealth for all agents (capital + consumption)
+        # Get current total wealth for all agents using the correct method
         wealth_values = []
         for agent in self.agents:
-            if agent.wealth_history and agent.consumption_history:
+            total_wealth = agent.get_total_wealth()
-                total_wealth = agent.wealth_history[-1] + agent.consumption_history[-1]
-            else:
-                total_wealth = agent.initial_capital + agent.initial_consumption
             wealth_values.append(total_wealth)
         
         if not wealth_values:
             return [], []
         
+        # Debug logging
+        print(f"DEBUG: Wealth values - count: {len(wealth_values)}, min: {min(wealth_values)}, max: {max(wealth_values)}")
+        
         # Calculate histogram bins
         min_wealth = min(wealth_values)
         max_wealth = max(wealth_values)
         
         if min_wealth == max_wealth:
             # All agents have same wealth
-            return [f"${min_wealth:.0f}"], [len(wealth_values)]
+            result = [f"${min_wealth:.0f}"], [len(wealth_values)]
+            print(f"DEBUG: All agents have same wealth - labels: {result[0]}, counts: {result[1]}")
+            return result
         
         # Create bins
         bin_width = (max_wealth - min_wealth) / num_bins
@@ -355,6 +357,7 @@ class EconomicSimulation:
                     if bin_start <= wealth < bin_end:
                         bin_counts[i] += 1
         
+        print(f"DEBUG: Histogram result - labels: {bin_labels}, counts: {bin_counts}")
         return bin_labels, bin_counts
     
     def update_parameters(self, new_parameters: SimulationParameters):

app/routes/api.py

@@ -150,6 +150,9 @@ def start_simulation(simulation_id: str):
                         # Get distribution data for real-time chart updates
                         bin_labels, bin_counts = simulation.get_wealth_histogram(10)
                         
+                        # Debug logging
+                        print(f"DEBUG: Sending distribution data - labels: {bin_labels}, counts: {bin_counts}")
+                        
                         progress_data = {
                             'simulation_id': simulation_id,
                             'iteration': snapshot.iteration,
@@ -363,7 +366,10 @@ def get_wealth_distribution(simulation_id: str):
         # Get histogram data
         bin_labels, bin_counts = simulation.get_wealth_histogram(num_bins)
         
-        return jsonify({
+        # Debug logging
+        print(f"DEBUG: Distribution endpoint - labels: {bin_labels}, counts: {bin_counts}, bins: {num_bins}")
+        
+        response_data = {
             'simulation_id': simulation_id,
             'histogram': {
                 'labels': bin_labels,
@@ -371,7 +377,10 @@ def get_wealth_distribution(simulation_id: str):
                 'total_agents': len(simulation.agents),
                 'bins': num_bins
             }
-        })
+        }
+        
+        print(f"DEBUG: Distribution endpoint response: {response_data}")
+        return jsonify(response_data)
         
     except Exception as e:
         current_app.logger.error(f"Error getting wealth distribution: {str(e)}")

app/static/js/simulation.js

@@ -21,6 +21,59 @@ window.testWebSocket = async function() {
     }
 };
 
+/**
+ * Test distribution data generation
+ * Call from browser console: testDistributionData()
+ */
+window.testDistributionData = async function() {
+    debugLog('=== DISTRIBUTION DATA TEST ===');
+    
+    try {
+        // First check if we have a simulation ID
+        const simulationId = currentSimulation.id;
+        if (!simulationId) {
+            debugLog('❌ No active simulation found');
+            return;
+        }
+        
+        // Fetch distribution data directly from API
+        debugLog('Fetching distribution data from API...');
+        const response = await fetch(`/api/simulation/${simulationId}/distribution?bins=5`);
+        const data = await response.json();
+        
+        debugLog('Distribution API response', data);
+        
+        if (data.histogram) {
+            debugLog('Histogram data', {
+                labels: data.histogram.labels,
+                counts: data.histogram.counts,
+                total_agents: data.histogram.total_agents
+            });
+            
+            // Try to update chart with this data
+            if (charts.distribution && data.histogram.labels && data.histogram.counts) {
+                debugLog('Attempting to update chart with API data...');
+                try {
+                    charts.distribution.data.labels = data.histogram.labels;
+                    charts.distribution.data.datasets[0].data = data.histogram.counts;
+                    charts.distribution.update();
+                    debugLog('✅ Chart updated successfully with API data');
+                } catch (error) {
+                    debugLog('❌ Error updating chart with API data', error);
+                }
+            } else {
+                debugLog('❌ Cannot update chart - missing chart instance or data');
+            }
+        } else {
+            debugLog('❌ No histogram data in response');
+        }
+    } catch (error) {
+        debugLog('❌ Error fetching distribution data', error);
+    }
+    
+    debugLog('=== DISTRIBUTION DATA TEST COMPLETE ===');
+};
+
 /**
  * Enhanced distribution update test function
  * Call from browser console: testDistributionUpdate()
@@ -483,10 +536,10 @@ function initializeCharts() {
             charts.distribution = new Chart(distributionCtx, {
                 type: 'bar',
                 data: {
-                    labels: [],
+                    labels: [], // Initialize with empty arrays
                     datasets: [{
                         label: 'Number of Agents',
-                        data: [],
+                        data: [], // Initialize with empty array
                         backgroundColor: 'rgba(40, 167, 69, 0.7)',
                         borderColor: '#28a745',
                         borderWidth: 1
@@ -515,7 +568,8 @@ function initializeCharts() {
                             title: {
                                 display: true,
                                 text: 'Number of Agents'
-                            }
+                            },
+                            beginAtZero: true // Ensure y-axis starts at zero
                         }
                     }
                 }
@@ -963,7 +1017,13 @@ function updateSimulationProgress(data) {
             socketConnected: window.MarkovEconomics ? window.MarkovEconomics.isConnected : 'unknown'
         });
         
-        if (data.distribution && data.distribution.labels && data.distribution.counts) {
+        // More robust handling of distribution data
+        if (data.distribution && 
+            Array.isArray(data.distribution.labels) && 
+            Array.isArray(data.distribution.counts) &&
+            data.distribution.labels.length > 0 && 
+            data.distribution.counts.length > 0) {
+            
             debugLog('Updating distribution data', {
                 labelsLength: data.distribution.labels.length,
                 countsLength: data.distribution.counts.length,
@@ -971,6 +1031,7 @@ function updateSimulationProgress(data) {
                 counts: data.distribution.counts
             });
             
+            // Store the distribution data properly
             currentSimulation.data.distribution.labels = [...data.distribution.labels];
             currentSimulation.data.distribution.counts = [...data.distribution.counts];
         } else {
@@ -1015,11 +1076,16 @@ function updateCharts() {
             canvasElement: document.getElementById('distributionChart')
         });
         
+        // Ensure we have valid data before updating
         if (distData.labels && distData.labels.length > 0 && 
             distData.counts && distData.counts.length > 0) {
             try {
-                charts.distribution.data.labels = distData.labels;
+                // Make sure we're working with arrays
-                charts.distribution.data.datasets[0].data = distData.counts;
+                const labels = Array.isArray(distData.labels) ? distData.labels : [];
+                const counts = Array.isArray(distData.counts) ? distData.counts : [];
+                
+                charts.distribution.data.labels = labels;
+                charts.distribution.data.datasets[0].data = counts;
                 charts.distribution.update('none');
                 debugLog('✅ Distribution chart updated successfully');
             } catch (error) {