FinanceEducationAssistant / src /core /portfolio_parser.py
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from __future__ import annotations
import re
from typing import Any, Dict, List
def parse_portfolio_input(raw_text: str) -> List[Dict[str, Any]]:
"""
Parse a lightweight holdings string into a list of holdings.
Supported examples:
- "10 AAPL, 5 MSFT, 2 VTI"
- "AAPL 10; MSFT 5; VTI 2"
- "10 shares of AAPL\n5 shares of MSFT"
"""
holdings: List[Dict[str, Any]] = []
if not raw_text:
return holdings
chunks = re.split(r"[,\n;]+", raw_text)
for chunk in chunks:
text = chunk.strip()
if not text:
continue
match = re.search(
r"(?P<qty>\d+(?:\.\d+)?)\s*(?:shares?|units?)?\s*(?:of\s+)?(?P<symbol>[A-Za-z][A-Za-z0-9.\-]{0,9})",
text,
flags=re.IGNORECASE,
)
if not match:
match = re.search(
r"(?P<symbol>[A-Za-z][A-Za-z0-9.\-]{0,9})\s*(?:shares?|units?)?\s*(?P<qty>\d+(?:\.\d+)?)",
text,
flags=re.IGNORECASE,
)
if not match:
continue
symbol = match.group("symbol").strip().upper()
try:
quantity = float(match.group("qty"))
except ValueError:
continue
if symbol and quantity > 0:
holdings.append({"symbol": symbol, "quantity": quantity})
return holdings