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Upload community_contributions/chrys/sources/alpha_vantage.py with huggingface_hub
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community_contributions/chrys/sources/alpha_vantage.py
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"""Alpha Vantage adapter for stocks and indices."""
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import requests
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from models import AssetData
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API_URL = "https://www.alphavantage.co/query"
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def fetch_alpha_vantage(symbol: str, api_key: str) -> AssetData | None:
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if not api_key:
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return None
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try:
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# Quote
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q = requests.get(
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API_URL,
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params={"function": "GLOBAL_QUOTE", "symbol": symbol, "apikey": api_key},
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timeout=15,
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)
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q.raise_for_status()
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qj = q.json()
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quote = qj.get("Global Quote", {})
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if not quote:
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return None
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price = float(quote.get("05. price", 0) or 0)
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change_pct = quote.get("10. change percent", "0%").strip("%") or "0"
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try:
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change_val = float(change_pct)
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except ValueError:
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change_val = 0.0
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change_24h = f"{change_val:+.2f}%" if change_val else "0%"
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# Daily time series for OHLCV and 52w
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t = requests.get(
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API_URL,
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params={
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"function": "TIME_SERIES_DAILY",
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"symbol": symbol,
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"outputsize": "compact",
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"apikey": api_key,
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},
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timeout=15,
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)
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t.raise_for_status()
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tj = t.json()
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series = tj.get("Time Series (Daily)", {})
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if not series:
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return AssetData(
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asset=symbol,
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price=price,
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change_24h=change_24h,
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volume_ratio=1.0,
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ohlcv_14=[],
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ohlcv_50=[],
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high_52w=price,
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low_52w=price,
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)
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# Sort by date descending
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dates = sorted(series.keys(), reverse=True)
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ohlcv_50 = []
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for d in dates[:50]:
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v = series[d]
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ohlcv_50.append({
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"t": d,
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"o": float(v.get("1. open", 0)),
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"h": float(v.get("2. high", 0)),
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"l": float(v.get("3. low", 0)),
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"c": float(v.get("4. close", 0)),
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"v": int(float(v.get("5. volume", 0))),
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})
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ohlcv_14 = ohlcv_50[:14]
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if len(ohlcv_50) < 20:
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vol_avg_20 = sum(x["v"] for x in ohlcv_50) / len(ohlcv_50) if ohlcv_50 else 1
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else:
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vol_avg_20 = sum(x["v"] for x in ohlcv_50[:20]) / 20
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last_vol = ohlcv_50[0]["v"] if ohlcv_50 else 1
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volume_ratio = last_vol / vol_avg_20 if vol_avg_20 else 1.0
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highs = [x["h"] for x in ohlcv_50]
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lows = [x["l"] for x in ohlcv_50]
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high_52w = max(highs) if highs else price
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low_52w = min(lows) if lows else price
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return AssetData(
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asset=symbol,
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price=price,
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change_1h="", # AV daily only
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change_24h=change_24h,
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volume_ratio=round(volume_ratio, 2),
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ohlcv_14=ohlcv_14,
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ohlcv_50=ohlcv_50,
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high_52w=high_52w,
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low_52w=low_52w,
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)
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except Exception:
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return None
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