初始提交:飞球 ETL 系统全量代码
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142
utils/windowing.py
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142
utils/windowing.py
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# -*- coding: utf-8 -*-
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"""Time window helpers for ETL and validation tasks."""
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from __future__ import annotations
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from datetime import datetime, timedelta, time
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from typing import List, Tuple
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from zoneinfo import ZoneInfo
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def _ensure_tz(dt: datetime, tz: ZoneInfo | None) -> datetime:
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if tz is None:
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return dt
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if dt.tzinfo is None:
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return dt.replace(tzinfo=tz)
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return dt.astimezone(tz)
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def _next_month_start(dt: datetime, tz: ZoneInfo | None) -> datetime:
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year = dt.year
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month = dt.month
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if month == 12:
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year += 1
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month = 1
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else:
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month += 1
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return datetime(year, month, 1, tzinfo=tz)
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def calc_window_minutes(start: datetime, end: datetime) -> int:
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if end <= start:
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return 0
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return max(1, int((end - start).total_seconds() // 60))
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def calc_window_days(start: datetime, end: datetime) -> float:
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if end <= start:
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return 0.0
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return (end - start).total_seconds() / 86400
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def format_window_days(value: float) -> str:
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if value is None:
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return "0"
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if abs(value - round(value)) < 1e-6:
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return str(int(round(value)))
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return f"{value:.2f}"
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def split_window(
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start: datetime,
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end: datetime,
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*,
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tz: ZoneInfo | None,
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split_unit: str | None,
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compensation_hours: int | float | None,
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split_days: int | None = None,
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) -> List[Tuple[datetime, datetime]]:
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start = _ensure_tz(start, tz)
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end = _ensure_tz(end, tz)
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comp = int(compensation_hours or 0)
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if comp:
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start = start - timedelta(hours=comp)
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end = end + timedelta(hours=comp)
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if end <= start:
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return []
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unit = (split_unit or "").strip().lower()
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if unit in ("", "none", "off", "false", "0"):
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return [(start, end)]
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if unit in ("day", "daily"):
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step_days = max(1, int(split_days or 1))
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windows: List[Tuple[datetime, datetime]] = []
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cur = start
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while cur < end:
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nxt = cur + timedelta(days=step_days)
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if nxt > end:
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nxt = end
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if nxt <= cur:
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break
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windows.append((cur, nxt))
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cur = nxt
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return windows
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if unit in ("week", "weekly"):
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step_days = 7
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windows: List[Tuple[datetime, datetime]] = []
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cur = start
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while cur < end:
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nxt = cur + timedelta(days=step_days)
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if nxt > end:
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nxt = end
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if nxt <= cur:
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break
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windows.append((cur, nxt))
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cur = nxt
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return windows
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if unit not in ("month", "monthly"):
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return [(start, end)]
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windows: List[Tuple[datetime, datetime]] = []
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cur = start
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while cur < end:
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boundary = _next_month_start(cur, tz)
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nxt = boundary if boundary < end else end
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if nxt <= cur:
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break
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windows.append((cur, nxt))
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cur = nxt
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return windows
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def build_window_segments(
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cfg,
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start: datetime,
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end: datetime,
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*,
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tz: ZoneInfo | None,
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override_only: bool,
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) -> List[Tuple[datetime, datetime]]:
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split_unit = cfg.get("run.window_split.unit", "month")
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split_days = cfg.get("run.window_split.days", 1)
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compensation_hours = cfg.get("run.window_split.compensation_hours", 0)
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if override_only:
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override_start = cfg.get("run.window_override.start")
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override_end = cfg.get("run.window_override.end")
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if not (override_start and override_end):
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split_unit = "none"
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compensation_hours = 0
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return split_window(
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start,
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end,
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tz=tz,
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split_unit=split_unit,
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compensation_hours=compensation_hours,
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split_days=split_days,
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)
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