Create components/visualization.py

components/visualization.py

@@ -0,0 +1,47 @@
+# components/visualization.py
+
+class D3Visualizer:
+    """D3.js visualization component"""
+    
+    @staticmethod
+    def create_interactive_plot(plot_type: str, data: dict) -> str:
+        """Create interactive D3 visualization"""
+        
+        templates = {
+            "histogram": """
+                <div id="d3-histogram" class="visualization"></div>
+                <script src="https://d3js.org/d3.v7.min.js"></script>
+                <script>
+                const data = {data};
+                // D3 histogram code here...
+                </script>
+            """,
+            "probability_cone": """
+                <div id="d3-probability-cone" class="visualization"></div>
+                <script src="https://d3js.org/d3.v7.min.js"></script>
+                <script>
+                const data = {data};
+                // D3 probability cone code here...
+                </script>
+            """,
+            "distribution": """
+                <div id="d3-distribution" class="visualization"></div>
+                <script src="https://d3js.org/d3.v7.min.js"></script>
+                <script>
+                const data = {data};
+                // D3 distribution plot code here...
+                </script>
+            """
+        }
+        
+        return templates.get(plot_type, "Unsupported visualization type")
+        
+    @staticmethod
+    def get_html_template() -> str:
+        """Get HTML template for visualizations"""
+        return """
+        <link rel="stylesheet" href="static/styles.css">
+        <div class="visualization-container">
+            {visualization}
+        </div>
+        """