Add physics visualisation panel

src/py_dvt_ate/app/dashboard/app.py

@@ -4,8 +4,119 @@ This module provides an interactive dashboard for visualising the physics
 engine directly, demonstrating thermal-electrical coupling in real-time.
 """
 
+from collections import deque
+from dataclasses import dataclass, field
+
 import streamlit as st
 
+from py_dvt_ate.simulation.physics.engine import PhysicsEngine
+
+
+# History buffer size for charts
+HISTORY_SIZE = 500
+
+
+@dataclass
+class SimulationHistory:
+    """Stores time series data for visualisation."""
+
+    time: deque[float] = field(default_factory=lambda: deque(maxlen=HISTORY_SIZE))
+    chamber_temp: deque[float] = field(
+        default_factory=lambda: deque(maxlen=HISTORY_SIZE)
+    )
+    case_temp: deque[float] = field(default_factory=lambda: deque(maxlen=HISTORY_SIZE))
+    junction_temp: deque[float] = field(
+        default_factory=lambda: deque(maxlen=HISTORY_SIZE)
+    )
+    output_voltage: deque[float] = field(
+        default_factory=lambda: deque(maxlen=HISTORY_SIZE)
+    )
+    power_dissipation: deque[float] = field(
+        default_factory=lambda: deque(maxlen=HISTORY_SIZE)
+    )
+
+
+def init_session_state() -> None:
+    """Initialise Streamlit session state."""
+    if "engine" not in st.session_state:
+        st.session_state.engine = PhysicsEngine(update_rate_hz=100.0)
+    if "history" not in st.session_state:
+        st.session_state.history = SimulationHistory()
+    if "running" not in st.session_state:
+        st.session_state.running = False
+
+
+def step_simulation(steps: int = 10) -> None:
+    """Advance the simulation by the given number of steps."""
+    engine: PhysicsEngine = st.session_state.engine
+    history: SimulationHistory = st.session_state.history
+
+    for _ in range(steps):
+        engine.step()
+
+    # Record current state in history
+    thermal = engine.get_thermal_state()
+    electrical = engine.get_electrical_state()
+
+    history.time.append(thermal.timestamp)
+    history.chamber_temp.append(thermal.chamber_temperature)
+    history.case_temp.append(thermal.case_temperature)
+    history.junction_temp.append(thermal.junction_temperature)
+    history.output_voltage.append(electrical.output_voltage)
+    history.power_dissipation.append(electrical.power_dissipation)
+
+
+def display_thermal_chart() -> None:
+    """Display temperature chart."""
+    history: SimulationHistory = st.session_state.history
+
+    if len(history.time) < 2:
+        st.info("Start the simulation to see temperature data")
+        return
+
+    chart_data = {
+        "Time (s)": list(history.time),
+        "Chamber": list(history.chamber_temp),
+        "Case": list(history.case_temp),
+        "Junction": list(history.junction_temp),
+    }
+
+    st.line_chart(
+        chart_data,
+        x="Time (s)",
+        y=["Chamber", "Case", "Junction"],
+        color=["#1f77b4", "#ff7f0e", "#d62728"],
+    )
+
+
+def display_current_state() -> None:
+    """Display current simulation state metrics."""
+    engine: PhysicsEngine = st.session_state.engine
+    thermal = engine.get_thermal_state()
+    electrical = engine.get_electrical_state()
+
+    col1, col2, col3, col4 = st.columns(4)
+
+    with col1:
+        st.metric("Chamber Temp", f"{thermal.chamber_temperature:.2f} °C")
+    with col2:
+        st.metric("Case Temp", f"{thermal.case_temperature:.2f} °C")
+    with col3:
+        st.metric("Junction Temp", f"{thermal.junction_temperature:.2f} °C")
+    with col4:
+        st.metric("Output Voltage", f"{electrical.output_voltage:.4f} V")
+
+    col5, col6, col7, col8 = st.columns(4)
+
+    with col5:
+        st.metric("Input Voltage", f"{electrical.input_voltage:.2f} V")
+    with col6:
+        st.metric("Load Current", f"{electrical.load_current * 1000:.1f} mA")
+    with col7:
+        st.metric("Power Diss.", f"{electrical.power_dissipation * 1000:.2f} mW")
+    with col8:
+        st.metric("Sim Time", f"{engine.simulation_time:.2f} s")
+
 
 def main() -> None:
     """Main entry point for the Streamlit dashboard."""
@@ -23,6 +134,21 @@ def main() -> None:
         """
     )
 
+    init_session_state()
+
+    # Current state display
+    st.subheader("Current State")
+    display_current_state()
+
+    # Temperature chart
+    st.subheader("Temperature History")
+    display_thermal_chart()
+
+    # Auto-refresh when running
+    if st.session_state.running:
+        step_simulation(steps=10)
+        st.rerun()
+
 
 if __name__ == "__main__":
     main()