"""io.py — small shared utilities: id normalization, HTTP, time formatting, logging. Faithful extraction from the original l3_lib.py (logic unchanged). """ import time import logging import pandas as pd import requests import config def norm_gage_id(x) -> str: """Normalize a USGS site number to 8-digit zero-padded string. Site numbers longer than 8 digits are preserved at their natural length.""" if pd.isna(x) or str(x).strip() == "": return "" s = str(x).strip() try: i = int(float(s)) nat = str(i) return nat.zfill(8) if len(nat) <= 8 else nat except (ValueError, TypeError): return s def safe_float(v, default=None): try: return float(v) except (ValueError, TypeError): return default def dt_to_nwis(dt: pd.Timestamp) -> str: return pd.Timestamp(dt).strftime("%Y-%m-%dT%H:%MZ") def to_utc(ts: pd.Timestamp) -> pd.Timestamp: ts = pd.Timestamp(ts) return ts.tz_localize("UTC") if ts.tzinfo is None else ts.tz_convert("UTC") def http_get(url, params=None, timeout=20): """GET with a fixed inter-call delay; returns Response or None on any error. In OFFLINE (cache-frozen) mode, suppress the network entirely (returns None), so cache-miss queries behave as the original run's failure/miss.""" if config.OFFLINE: return None try: time.sleep(config.RATE_DELAY) r = requests.get(url, params=params, timeout=timeout) r.raise_for_status() return r except Exception: return None def get_logger(name="pipeline"): logger = logging.getLogger(name) if not logger.handlers: h = logging.StreamHandler() h.setFormatter(logging.Formatter("%(asctime)s %(levelname)-7s %(message)s", "%H:%M:%S")) logger.addHandler(h) logger.setLevel(logging.INFO) return logger