feat: duration vs cost scatter plot tab (Task C.3)

dash_app/callbacks/chart.py

@@ -317,6 +317,31 @@ def _render_depth(app_state, title):
     return create_pathway_depth_figure(data, title)
 
 
+def _render_scatter(app_state, title):
+    """Build the duration vs cost scatter plot from current filter state."""
+    from dash_app.data.queries import get_duration_cost_scatter
+    from visualization.plotly_generator import create_duration_cost_scatter_figure
+
+    filter_id = (app_state or {}).get("date_filter_id", "all_6mo")
+    chart_type = (app_state or {}).get("chart_type", "directory")
+
+    selected_dirs = (app_state or {}).get("selected_directorates") or []
+    selected_trusts = (app_state or {}).get("selected_trusts") or []
+    directory = selected_dirs[0] if len(selected_dirs) == 1 else None
+    trust = selected_trusts[0] if len(selected_trusts) == 1 else None
+
+    try:
+        data = get_duration_cost_scatter(filter_id, chart_type, directory, trust)
+    except Exception:
+        log.exception("Failed to load duration/cost scatter data")
+        return _empty_figure("Failed to load scatter data.")
+
+    if not data:
+        return _empty_figure("No duration/cost data available.\nTry adjusting your filters.")
+
+    return create_duration_cost_scatter_figure(data, title)
+
+
 def register_chart_callbacks(app):
     """Register tab switching, pathway data loading, and chart rendering callbacks."""
 
@@ -463,6 +488,9 @@ def register_chart_callbacks(app):
         elif active_tab == "depth":
             fig = _render_depth(app_state, title)
 
+        elif active_tab == "scatter":
+            fig = _render_scatter(app_state, title)
+
         else:
             # Placeholder for charts not yet implemented
             tab_label = dict(TAB_DEFINITIONS).get(active_tab, active_tab)

dash_app/components/chart_card.py

@@ -10,6 +10,7 @@ TAB_DEFINITIONS = [
     ("heatmap", "Heatmap"),
     ("funnel", "Funnel"),
     ("depth", "Depth"),
+    ("scatter", "Scatter"),
 ]
 
 # Full set retained for Trust Comparison dashboard (Phase 10.8)

dash_app/data/queries.py

@@ -26,6 +26,7 @@ from data_processing.pathway_queries import (
     get_directorate_summary as _get_directorate_summary,
     get_retention_funnel as _get_retention_funnel,
     get_pathway_depth_distribution as _get_pathway_depth_distribution,
+    get_duration_cost_scatter as _get_duration_cost_scatter,
 )
 
 DB_PATH = Path(__file__).resolve().parents[2] / "data" / "pathways.db"
@@ -205,3 +206,13 @@ def get_pathway_depth_distribution(
 ) -> list[dict]:
     """Patients who stopped at each treatment line depth (exclusive counts)."""
     return _get_pathway_depth_distribution(DB_PATH, date_filter_id, chart_type, directory, trust)
+
+
+def get_duration_cost_scatter(
+    date_filter_id: str = "all_6mo",
+    chart_type: str = "directory",
+    directory: Optional[str] = None,
+    trust: Optional[str] = None,
+) -> list[dict]:
+    """Drug-level avg_days and cost_pp_pa for scatter plot."""
+    return _get_duration_cost_scatter(DB_PATH, date_filter_id, chart_type, directory, trust)