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Dashboard Components
Reusable UI components for the Streamlit dashboard.
"""
import streamlit as st
from typing import Dict, Any, List, Optional
from datetime import datetime
def render_header(
symbol: str = "BTC/USDT",
price: float = 0.0,
change_24h: float = 0.0,
connection_status: bool = True,
):
"""
Render the dashboard header with live price and status.
"""
col1, col2, col3 = st.columns([2, 1, 1])
with col1:
st.markdown(f"""
<h1 style='margin: 0; padding: 0;'>
🤖 DRL Trading System
</h1>
""", unsafe_allow_html=True)
with col2:
change_color = "#26a69a" if change_24h >= 0 else "#ef5350"
st.markdown(f"""
<div style='text-align: center; padding: 10px;'>
<span style='font-size: 24px; font-weight: bold;'>{symbol}</span><br>
<span style='font-size: 32px; color: white;'>${price:,.2f}</span><br>
<span style='color: {change_color}; font-size: 16px;'>
{'+' if change_24h >= 0 else ''}{change_24h:.2f}%
</span>
</div>
""", unsafe_allow_html=True)
with col3:
status_color = "#26a69a" if connection_status else "#ef5350"
status_text = "🟢 Connected" if connection_status else "🔴 Disconnected"
st.markdown(f"""
<div style='text-align: right; padding: 20px;'>
<span style='color: {status_color}; font-size: 14px;'>{status_text}</span><br>
<span style='color: #888; font-size: 12px;'>Binance Testnet</span>
</div>
""", unsafe_allow_html=True)
def render_confidence_gauge(confidence: float):
"""
Render the agent confidence gauge.
Args:
confidence: Confidence percentage (0-100)
"""
# Determine color based on confidence
if confidence >= 70:
color = "#26a69a"
label = "High"
elif confidence >= 40:
color = "#ffc107"
label = "Medium"
else:
color = "#ef5350"
label = "Low"
st.markdown(f"""
<div style='
background: linear-gradient(135deg, #1e222d 0%, #131722 100%);
border-radius: 10px;
padding: 20px;
text-align: center;
border: 1px solid #2a2e39;
'>
<div style='color: #888; margin-bottom: 10px;'>Agent Confidence</div>
<div style='
background: #0d0d0d;
border-radius: 50%;
width: 120px;
height: 120px;
margin: 0 auto;
display: flex;
align-items: center;
justify-content: center;
border: 4px solid {color};
'>
<span style='font-size: 28px; color: {color}; font-weight: bold;'>
{confidence:.0f}%
</span>
</div>
<div style='color: {color}; margin-top: 10px;'>{label} Confidence</div>
</div>
""", unsafe_allow_html=True)
def render_pnl_card(
total_balance: float,
daily_pnl: float,
daily_roi: float,
initial_balance: float = 10000.0,
):
"""
Render the P&L summary card.
"""
total_pnl = total_balance - initial_balance
total_roi = (total_pnl / initial_balance) * 100
pnl_color = "#26a69a" if total_pnl >= 0 else "#ef5350"
daily_color = "#26a69a" if daily_pnl >= 0 else "#ef5350"
st.markdown(f"""
<div style='
background: linear-gradient(135deg, #1e222d 0%, #131722 100%);
border-radius: 10px;
padding: 20px;
border: 1px solid #2a2e39;
'>
<div style='color: #888; margin-bottom: 15px;'>Portfolio Value</div>
<div style='font-size: 32px; font-weight: bold; color: white;'>
${total_balance:,.2f}
</div>
<div style='display: flex; justify-content: space-between; margin-top: 20px;'>
<div>
<div style='color: #888; font-size: 12px;'>Total P&L</div>
<div style='color: {pnl_color}; font-size: 18px; font-weight: bold;'>
{'+' if total_pnl >= 0 else ''}${total_pnl:,.2f}
</div>
<div style='color: {pnl_color}; font-size: 14px;'>
({'+' if total_roi >= 0 else ''}{total_roi:.2f}%)
</div>
</div>
<div style='text-align: right;'>
<div style='color: #888; font-size: 12px;'>Daily P&L</div>
<div style='color: {daily_color}; font-size: 18px; font-weight: bold;'>
{'+' if daily_pnl >= 0 else ''}${daily_pnl:,.2f}
</div>
<div style='color: {daily_color}; font-size: 14px;'>
({'+' if daily_roi >= 0 else ''}{daily_roi:.2f}%)
</div>
</div>
</div>
</div>
""", unsafe_allow_html=True)
def render_position_card(position: Optional[Dict[str, Any]]):
"""
Render the current position card.
"""
if position is None:
st.markdown("""
<div style='
background: linear-gradient(135deg, #1e222d 0%, #131722 100%);
border-radius: 10px;
padding: 20px;
text-align: center;
border: 1px solid #2a2e39;
'>
<div style='color: #888;'>Current Position</div>
<div style='font-size: 24px; color: #555; margin-top: 10px;'>No Position</div>
</div>
""", unsafe_allow_html=True)
return
side = position.get('side', 'unknown')
is_long = side == 'buy'
color = "#26a69a" if is_long else "#ef5350"
icon = "📈" if is_long else "📉"
entry_price = position.get('entry_price', 0)
amount = position.get('amount', 0)
unrealized_pnl = position.get('unrealized_pnl', 0)
st.markdown(f"""
<div style='
background: linear-gradient(135deg, #1e222d 0%, #131722 100%);
border-radius: 10px;
padding: 20px;
border: 1px solid {color};
'>
<div style='display: flex; justify-content: space-between; align-items: center;'>
<div style='color: #888;'>Current Position</div>
<div style='
background: {color};
padding: 4px 12px;
border-radius: 4px;
color: white;
font-weight: bold;
'>{icon} {'LONG' if is_long else 'SHORT'}</div>
</div>
<div style='margin-top: 15px;'>
<div style='display: flex; justify-content: space-between;'>
<span style='color: #888;'>Entry Price:</span>
<span style='color: white;'>${entry_price:,.2f}</span>
</div>
<div style='display: flex; justify-content: space-between; margin-top: 5px;'>
<span style='color: #888;'>Size:</span>
<span style='color: white;'>{amount:.6f}</span>
</div>
<div style='display: flex; justify-content: space-between; margin-top: 5px;'>
<span style='color: #888;'>Unrealized P&L:</span>
<span style='color: {"#26a69a" if unrealized_pnl >= 0 else "#ef5350"};'>
{'+' if unrealized_pnl >= 0 else ''}${unrealized_pnl:,.2f}
</span>
</div>
</div>
</div>
""", unsafe_allow_html=True)
def render_trade_history(trades: List[Dict], limit: int = 10):
"""
Render the trade history table.
"""
st.markdown("""
<div style='color: #888; margin-bottom: 10px;'>Recent Trades</div>
""", unsafe_allow_html=True)
if not trades:
st.info("No trades yet")
return
# Prepare data for display
display_trades = trades[-limit:][::-1] # Most recent first
for trade in display_trades:
side = trade.get('side', trade.get('position', 0))
if isinstance(side, int):
side = 'LONG' if side == 1 else 'SHORT'
else:
side = side.upper()
is_long = side == 'LONG' or side == 'BUY'
color = "#26a69a" if is_long else "#ef5350"
pnl = trade.get('pnl', 0)
pnl_color = "#26a69a" if pnl >= 0 else "#ef5350"
entry = trade.get('entry_price', 0)
exit_price = trade.get('exit_price', 0)
st.markdown(f"""
<div style='
background: #1e222d;
border-radius: 5px;
padding: 10px;
margin-bottom: 5px;
display: flex;
justify-content: space-between;
align-items: center;
'>
<div>
<span style='color: {color}; font-weight: bold;'>{side}</span>
<span style='color: #888; font-size: 12px; margin-left: 10px;'>
${entry:,.2f} → ${exit_price:,.2f}
</span>
</div>
<span style='color: {pnl_color}; font-weight: bold;'>
{'+' if pnl >= 0 else ''}${pnl:,.2f}
</span>
</div>
""", unsafe_allow_html=True)
def render_circuit_breaker_status(status: Dict[str, Any]):
"""
Render the circuit breaker status indicator.
"""
is_tripped = status.get('is_tripped', False)
if is_tripped:
st.error(f"""
⚠️ **CIRCUIT BREAKER ACTIVATED**
Reason: {status.get('trip_reason', 'Unknown')}
Cooldown: {status.get('cooldown_remaining', 'Unknown')}
""")
else:
daily_metrics = status.get('daily_metrics', {})
daily_loss = -daily_metrics.get('daily_return', 0) * 100
max_loss = status.get('thresholds', {}).get('max_daily_loss', 0.05) * 100
progress = min(daily_loss / max_loss, 1.0) if max_loss > 0 else 0
if progress < 0.5:
status_color = "#26a69a"
elif progress < 0.8:
status_color = "#ffc107"
else:
status_color = "#ef5350"
st.markdown(f"""
<div style='
background: linear-gradient(135deg, #1e222d 0%, #131722 100%);
border-radius: 10px;
padding: 15px;
border: 1px solid #2a2e39;
'>
<div style='display: flex; justify-content: space-between; align-items: center;'>
<span style='color: #888;'>Risk Monitor</span>
<span style='color: {status_color};'>●</span>
</div>
<div style='margin-top: 10px;'>
<div style='
background: #0d0d0d;
height: 6px;
border-radius: 3px;
overflow: hidden;
'>
<div style='
background: {status_color};
width: {progress * 100}%;
height: 100%;
'></div>
</div>
<div style='
display: flex;
justify-content: space-between;
margin-top: 5px;
font-size: 12px;
'>
<span style='color: #888;'>Daily Loss: {daily_loss:.2f}%</span>
<span style='color: #888;'>Max: {max_loss:.1f}%</span>
</div>
</div>
</div>
""", unsafe_allow_html=True)
def render_training_status(status: Dict[str, Any]):
"""
Render the self-improvement training status.
"""
is_finetuning = status.get('is_finetuning', False)
finetune_count = status.get('finetune_count', 0)
next_finetune = status.get('next_finetune_in', 'Unknown')
buffer_size = status.get('buffer_size', 0)
if is_finetuning:
st.info("🔄 Fine-tuning in progress...")
else:
st.markdown(f"""
<div style='
background: linear-gradient(135deg, #1e222d 0%, #131722 100%);
border-radius: 10px;
padding: 15px;
border: 1px solid #2a2e39;
'>
<div style='color: #888; margin-bottom: 10px;'>Self-Improvement</div>
<div style='display: flex; justify-content: space-between;'>
<span style='color: #888;'>Fine-tunes:</span>
<span style='color: white;'>{finetune_count}</span>
</div>
<div style='display: flex; justify-content: space-between; margin-top: 5px;'>
<span style='color: #888;'>Buffer Size:</span>
<span style='color: white;'>{buffer_size}</span>
</div>
<div style='display: flex; justify-content: space-between; margin-top: 5px;'>
<span style='color: #888;'>Next Fine-tune:</span>
<span style='color: #26a69a;'>{next_finetune}</span>
</div>
</div>
""", unsafe_allow_html=True)
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