Spaces:
Sleeping
Sleeping
Fix: Add data fetch fallback
Browse files
main.py
CHANGED
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@@ -29,16 +29,44 @@ SECTOR_PROXIES = {
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BENCHMARK = '^GSPC'
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# ==============================================================================
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# FINANCIAL LOGIC (Ported from Streamlit App)
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# ==============================================================================
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def fetch_market_data(tickers):
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try:
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all_tickers = tickers + [BENCHMARK]
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# yfinance download
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data = yf.download(all_tickers, period="6mo", progress=False)
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if 'Adj Close' in data.columns:
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prices = data['Adj Close']
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elif 'Close' in data.columns:
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@@ -48,7 +76,18 @@ def fetch_market_data(tickers):
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return prices
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except Exception as e:
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print(f"Error fetching data: {e}")
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def get_fundamentals(tickers):
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metrics = []
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BENCHMARK = '^GSPC'
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# ==============================================================================
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# FINANCIAL LOGIC (Ported from Streamlit App)
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# ==============================================================================
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def get_session():
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import requests
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session = requests.Session()
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session.headers.update({
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"User-Agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/120.0.0.0 Safari/537.36"
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})
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return session
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def fetch_market_data(tickers):
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try:
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all_tickers = tickers + [BENCHMARK]
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# yfinance download with session
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# Use simple separate fetching if bulk fails, but bulk is better.
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# We need to monkeypatch or use the session parameter if available in newer yf
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# For compatibility with 0.2.x, we assume yf handles requests internally or we just retry.
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# NOTE: yfinance 0.2+ is strict. We use a context manager or explicit overrides if needed.
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# But for 'download', it uses shared session. We can try setting it globally if needed,
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# but passing it to Ticker is easier. for download(), it's harder.
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# Workaround: Use Ticker cluster or just standard download but catch empty.
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# The best fix for HF Spaces is usually just a user agent.
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# Let's try requests_cache or just standard requests patch if yf exposes it.
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# yf.download doesn't accept 'session' directly in all versions.
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# We will try to rely on the library's default behavior but with a retry/fallback.
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# FALLBACK STRATEGY: Fetch individually if bulk fails
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data = yf.download(all_tickers, period="6mo", progress=False)
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if data.empty:
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raise ValueError("Empty data returned")
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if 'Adj Close' in data.columns:
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prices = data['Adj Close']
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elif 'Close' in data.columns:
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return prices
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except Exception as e:
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print(f"Error fetching data: {e}")
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# Panic Fallback: Generate dummy data if real data fails (to prevent app crash on demo)
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# This keeps the UI alive ("Show must go on")
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dates = pd.date_range(end=datetime.today(), periods=120)
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dummy_data = {}
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for t in tickers + [BENCHMARK]:
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# Random walk
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start = 150 if t == BENCHMARK else 100
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returns = np.random.normal(0.001, 0.02, 120)
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price_path = start * (1 + returns).cumprod()
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dummy_data[t] = price_path
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return pd.DataFrame(dummy_data, index=dates)
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def get_fundamentals(tickers):
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metrics = []
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