Fix: Force overwrite of V2 Advisor code

main.py

@@ -8,6 +8,7 @@ import numpy as np
 import json
 import plotly.utils
 from datetime import datetime
+import contextlib
 
 # ==============================================================================
 # CONFIGURATION
@@ -29,12 +30,6 @@ SECTOR_PROXIES = {
 
 BENCHMARK = '^GSPC'
 
-
-# ==============================================================================
-# FINANCIAL LOGIC (Ported from Streamlit App)
-# ==============================================================================
-
-
 # ==============================================================================
 # FINANCIAL LOGIC
 # ==============================================================================
@@ -70,6 +65,7 @@ def fetch_macro_data():
 def fetch_market_data(tickers):
     try:
         all_tickers = tickers + [BENCHMARK]
+        # Bulk download
         data = yf.download(all_tickers, period="6mo", progress=False)
         
         if data.empty: raise ValueError("Empty data returned")
@@ -201,7 +197,7 @@ def generate_advisory(signals, macro, fundamentals, last_private_price):
     # Base multiple derived from average peer EV/Rev with a hairut
     # Rough calc: If market expects x10, IPO discount is usually 10-15%
     # This is a synthetic range for demo
-    base_price = 30.0 # Anchor
+    base_price = 30.0 # Anchor (Simplified assumption)
     
     if avg_mom > 5: base_price += 4.0
     if avg_vol > 40: base_price -= 3.0
@@ -213,24 +209,28 @@ def generate_advisory(signals, macro, fundamentals, last_private_price):
     
     # 2. MARKET WINDOW LOGIC
     window_status = "OPEN"
-    window_color = "green"
+    window_color = "#4ade80" # Green
     
     if macro['vix'] > 25:
         window_status = "CLOSED"
-        window_color = "red"
+        window_color = "#ef4444" # Red
         advice_text = "Market volatility (VIX > 25) indicates a closed issuance window. Severe price dislocation risk."
     elif avg_mom < -5 or macro['vix'] > 20:
         window_status = "CAUTION"
-        window_color = "orange"
+        window_color = "#facc15" # Yellow/Orange
         advice_text = "Headwinds present. Buy-side demand is highly selective. Recommend widening the price talk."
     else:
         advice_text = "Constructive backdrop. Strong peer momentum and stable volatility support a premium valuation."
 
     # 3. DOWN-ROUND DETECTOR
     down_round_alert = False
-    if last_private_price and float(last_private_price) > high_px:
-        down_round_alert = True
-        advice_text += f"<br><br><b>⚠️ DOWN-ROUND RISK:</b> Implied range (${low_px}-${high_px}) is below last private mark (${last_private_price}). Expect significant cap table friction."
+    if last_private_price:
+        try:
+            lpp = float(last_private_price)
+            if lpp > high_px:
+                advice_text += f"<br><br><b>⚠️ DOWN-ROUND RISK:</b> Implied range (${low_px:.2f}-${high_px:.2f}) is below last private mark (${lpp:.2f}). Expect significant cap table friction."
+        except:
+            pass
 
     return {
         'low': round(low_px, 2),