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FMP provider requires a paid API key. yfinance provides targetMeanPrice in ticker.info for free.
203 lines
5.4 KiB
Python
203 lines
5.4 KiB
Python
import asyncio
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import logging
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from datetime import datetime, timedelta
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from typing import Any
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from openbb import obb
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logger = logging.getLogger(__name__)
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PROVIDER = "yfinance"
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def _to_dicts(result: Any) -> list[dict[str, Any]]:
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"""Convert OBBject results to list of dicts."""
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if result is None or result.results is None:
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return []
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if isinstance(result.results, list):
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return [
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item.model_dump() if hasattr(item, "model_dump") else vars(item)
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for item in result.results
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]
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if hasattr(result.results, "model_dump"):
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return [result.results.model_dump()]
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return [vars(result.results)]
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def _first_or_empty(result: Any) -> dict[str, Any]:
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"""Get first result as dict, or empty dict."""
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items = _to_dicts(result)
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return items[0] if items else {}
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async def get_quote(symbol: str) -> dict:
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result = await asyncio.to_thread(
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obb.equity.price.quote, symbol, provider=PROVIDER
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)
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return _first_or_empty(result)
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async def get_historical(symbol: str, days: int = 365) -> list[dict]:
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start = (datetime.now() - timedelta(days=days)).strftime("%Y-%m-%d")
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result = await asyncio.to_thread(
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obb.equity.price.historical,
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symbol,
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start_date=start,
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provider=PROVIDER,
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)
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items = _to_dicts(result)
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return [
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{**item, "date": str(item["date"])}
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if "date" in item and not isinstance(item["date"], str)
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else item
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for item in items
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]
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async def get_profile(symbol: str) -> dict:
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result = await asyncio.to_thread(
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obb.equity.profile, symbol, provider=PROVIDER
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)
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return _first_or_empty(result)
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async def get_metrics(symbol: str) -> dict:
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result = await asyncio.to_thread(
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obb.equity.fundamental.metrics, symbol, provider=PROVIDER
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)
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return _first_or_empty(result)
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async def get_income(symbol: str) -> list[dict]:
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result = await asyncio.to_thread(
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obb.equity.fundamental.income, symbol, provider=PROVIDER
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)
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return _to_dicts(result)
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async def get_balance(symbol: str) -> list[dict]:
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result = await asyncio.to_thread(
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obb.equity.fundamental.balance, symbol, provider=PROVIDER
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)
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return _to_dicts(result)
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async def get_cash_flow(symbol: str) -> list[dict]:
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result = await asyncio.to_thread(
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obb.equity.fundamental.cash, symbol, provider=PROVIDER
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)
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return _to_dicts(result)
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async def get_financials(symbol: str) -> dict:
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income, balance, cash_flow = await asyncio.gather(
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get_income(symbol),
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get_balance(symbol),
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get_cash_flow(symbol),
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)
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return {
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"symbol": symbol,
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"income": income,
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"balance": balance,
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"cash_flow": cash_flow,
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}
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async def get_price_target(symbol: str) -> float | None:
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"""Get consensus analyst price target via yfinance."""
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import yfinance as yf
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def _fetch() -> float | None:
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t = yf.Ticker(symbol)
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return t.info.get("targetMeanPrice")
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try:
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return await asyncio.to_thread(_fetch)
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except Exception:
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logger.warning("Failed to get price target for %s", symbol, exc_info=True)
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return None
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async def get_news(symbol: str) -> list[dict]:
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result = await asyncio.to_thread(
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obb.news.company, symbol, provider=PROVIDER
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)
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return _to_dicts(result)
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async def get_summary(symbol: str) -> dict:
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quote, profile, metrics, financials = await asyncio.gather(
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get_quote(symbol),
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get_profile(symbol),
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get_metrics(symbol),
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get_financials(symbol),
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)
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return {
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"quote": quote,
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"profile": profile,
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"metrics": metrics,
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"financials": financials,
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}
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async def get_gainers() -> list[dict]:
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result = await asyncio.to_thread(
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obb.equity.discovery.gainers, provider=PROVIDER
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)
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return _to_dicts(result)
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async def get_losers() -> list[dict]:
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result = await asyncio.to_thread(
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obb.equity.discovery.losers, provider=PROVIDER
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)
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return _to_dicts(result)
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async def get_active() -> list[dict]:
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result = await asyncio.to_thread(
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obb.equity.discovery.active, provider=PROVIDER
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)
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return _to_dicts(result)
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async def get_undervalued() -> list[dict]:
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result = await asyncio.to_thread(
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obb.equity.discovery.undervalued_large_caps, provider=PROVIDER
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)
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return _to_dicts(result)
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async def get_growth() -> list[dict]:
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result = await asyncio.to_thread(
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obb.equity.discovery.growth_tech, provider=PROVIDER
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)
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return _to_dicts(result)
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async def get_upgrades_downgrades(symbol: str, limit: int = 20) -> list[dict]:
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"""Get analyst upgrades/downgrades via yfinance."""
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import yfinance as yf
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def _fetch() -> list[dict[str, Any]]:
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t = yf.Ticker(symbol)
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df = t.upgrades_downgrades
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if df is None or df.empty:
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return []
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df = df.head(limit).reset_index()
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return [
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{
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"date": str(row.get("GradeDate", "")),
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"company": row.get("Firm"),
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"action": row.get("Action"),
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"from_grade": row.get("FromGrade"),
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"to_grade": row.get("ToGrade"),
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"price_target_action": row.get("priceTargetAction"),
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"current_price_target": row.get("currentPriceTarget"),
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"prior_price_target": row.get("priorPriceTarget"),
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}
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for _, row in df.iterrows()
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]
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return await asyncio.to_thread(_fetch)
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