#!/usr/bin/env python3 """Re-fetch BBRef player pages for draft rows missing high_school_finish. Fixes the High School vs High Schools: parser gap without full --force re-scrape. Usage: python repair_missing_hs.py python repair_missing_hs.py --years 2020-2025 """ from __future__ import annotations import argparse import csv import time from pathlib import Path import requests from fetch_bbref_draft_hs import ( SLEEP_S, UA, load_cache, parse_player_hs, parse_years, save_cache, ) ROOT = Path(__file__).resolve().parents[1] RAW = ROOT / "sources" / "bbref_raw" def repair_year(session: requests.Session, year: int, cache: dict) -> int: path = RAW / f"draft_{year}.csv" if not path.exists(): print(f"[{year}] missing {path}") return 0 with path.open(encoding="utf-8") as f: rows = list(csv.DictReader(f)) fields = list(rows[0].keys()) if rows else [] fixed = 0 for i, row in enumerate(rows, 1): if (row.get("high_school_finish") or "").strip(): continue url = (row.get("bbref_player_url") or "").strip() slug = (row.get("bbref_player_slug") or "").strip() if not url or not slug: continue print(f" [{year} {i}/{len(rows)}] refetch {row['player_name']} ({slug})") time.sleep(SLEEP_S) try: r = session.get(url, timeout=45) r.raise_for_status() r.encoding = "utf-8" hs = parse_player_hs(r.text) hs["fetched"] = True hs["repaired"] = True except requests.HTTPError as e: print(f" HTTP error: {e}") continue cache[slug] = hs if hs.get("high_school_finish"): row["high_school_finish"] = hs["high_school_finish"] row["hs_city"] = hs.get("hs_city", "") row["hs_state"] = hs.get("hs_state", "") row["hs_raw"] = hs.get("hs_raw", "") row["birth_place"] = hs.get("birth_place", "") or row.get("birth_place", "") row["hs_source"] = "basketball_reference_player_page_repaired" fixed += 1 print(f" -> {hs['high_school_finish']} ({hs.get('hs_city')}, {hs.get('hs_state')})") if i % 5 == 0: save_cache(cache) with path.open("w", newline="", encoding="utf-8") as f: w = csv.DictWriter(f, fieldnames=fields, extrasaction="ignore") w.writeheader() w.writerows(rows) print(f"[{year}] fixed {fixed} previously missing HS rows") return fixed def main() -> None: ap = argparse.ArgumentParser() ap.add_argument("--years", default="2016-2025") args = ap.parse_args() years = parse_years(args.years) cache = load_cache() session = requests.Session() session.headers.update({"User-Agent": UA, "Accept-Language": "en-US,en;q=0.9"}) total = 0 for year in years: total += repair_year(session, year, cache) save_cache(cache) print(f"done; fixed {total} rows") if __name__ == "__main__": main()