Spaces:
Sleeping
Sleeping
File size: 1,834 Bytes
8ed954c 68150f2 54287d1 8ed954c 54287d1 8ed954c 54287d1 68150f2 8ed954c 54287d1 8ed954c 68150f2 8ed954c 54287d1 68150f2 8ed954c 54287d1 68150f2 8ed954c 68150f2 8ed954c 68150f2 8ed954c 68150f2 8ed954c | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 | """Trending stock scanner using Brave Search.
Uses shared core modules for search and ticker validation.
"""
import random
import re
import yfinance as yf
from src.core.logger import get_logger
from src.core.search import brave_search_raw
from src.core.ticker_utils import NOISE_WORDS
logger = get_logger(__name__)
SEARCH_QUERIES = [
"stock market top trending gainers today",
"most active stocks by volume today",
"undervalued growth stocks 2026",
"stocks with highest implied volatility today",
"best performing tech stocks this week",
"small cap stocks breaking out today",
"unusual options activity tickers today",
]
def get_trending_stocks() -> list[str]:
"""Search the web for trending stocks, validate with yFinance.
Returns up to 5 validated ticker symbols.
"""
selected_query = random.choice(SEARCH_QUERIES)
logger.info("Scanner strategy: '%s'", selected_query)
full_text = brave_search_raw(selected_query, count=20, freshness="pw")
if not full_text:
logger.warning("Scanner got no search results")
return ["NVDA", "TSLA", "AMD"]
candidates = re.findall(r"\b[A-Z]{2,5}\b", full_text)
random.shuffle(candidates)
logger.info("Scanning %d raw candidates...", len(candidates))
unique_tickers: list[str] = []
seen: set[str] = set()
for ticker in candidates:
if ticker in NOISE_WORDS or ticker in seen:
continue
if len(unique_tickers) >= 5:
break
try:
stock = yf.Ticker(ticker)
price = stock.fast_info.last_price
if price and price > 0:
unique_tickers.append(ticker)
seen.add(ticker)
except Exception:
continue
return unique_tickers if unique_tickers else ["NVDA", "TSLA", "AMD"]
|