from __future__ import annotations from datetime import time as dt_time from typing import Any from backend.data.numbers import finite_number as _number def _text(value: Any) -> str: if isinstance(value, (list, tuple, set)): return "、".join(str(item).strip() for item in value if str(item).strip()) return str(value or "").strip() def _prices_equal(left: Any, right: Any) -> bool: if left is None or right is None: return False return abs(_number(left) - _number(right)) < 0.005 def _value_percentile(value: float, population: list[float]) -> float: valid = sorted(item for item in population if item >= 0) if not valid: return 0.0 below = sum(item < value for item in valid) equal = sum(item == value for item in valid) return (below + equal * 0.5) / len(valid) def _trading_session_progress(current_time: dt_time) -> float: morning_start = dt_time(9, 30) morning_end = dt_time(11, 30) afternoon_start = dt_time(13, 0) afternoon_end = dt_time(15, 0) if current_time <= morning_start: return 0.05 if current_time <= morning_end: minutes = (current_time.hour * 60 + current_time.minute) - (9 * 60 + 30) return max(0.05, min(0.5, minutes / 240)) if current_time < afternoon_start: return 0.5 if current_time <= afternoon_end: minutes = (current_time.hour * 60 + current_time.minute) - 13 * 60 return max(0.5, min(1.0, 0.5 + minutes / 240)) return 1.0 def _display_time(value: Any) -> str: raw = str(value or "").replace(":", "").zfill(6) if not raw.strip("0"): return "--" return f"{raw[:2]}:{raw[2:4]}:{raw[4:6]}" def _realtime_market_status(current_time: dt_time) -> str: if current_time < dt_time(9, 25): return "pre_open" if current_time < dt_time(9, 30): return "auction" if current_time <= dt_time(11, 30) or dt_time(13, 0) <= current_time <= dt_time(15, 0): return "trading" if current_time < dt_time(13, 0): return "lunch_break" return "closed"