File size: 2,580 Bytes
af467a1 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 | #!/usr/bin/env python3
from __future__ import annotations
import argparse
import json
from pathlib import Path
import pyarrow.parquet as pq
from build_dataset import MlbApiClient, load_schedule
def parse_args() -> argparse.Namespace:
parser = argparse.ArgumentParser(description="Verify the generated MLB ChatML parquet dataset.")
parser.add_argument(
"--parquet",
type=Path,
default=Path("data/processed/mlb_2025_chatml_matchups.parquet"),
)
parser.add_argument("--cache-dir", type=Path, default=Path(".cache/mlb_api"))
parser.add_argument("--max-rps", type=float, default=4.0)
return parser.parse_args()
def main() -> None:
args = parse_args()
if not args.parquet.exists():
raise SystemExit(f"missing parquet file: {args.parquet}")
table = pq.read_table(args.parquet)
rows = table.to_pylist()
client = MlbApiClient(cache_dir=args.cache_dir, max_rps=args.max_rps)
games = load_schedule(client, "2025-03-01", "2025-11-30")
expected_rows = len(games) * 2
row_ids = [row["row_id"] for row in rows]
game_pks = {row["game_pk"] for row in rows}
team_ids = {row["team_id"] for row in rows}
bad_messages = [
row["row_id"]
for row in rows
if [message["role"] for message in row["messages"]] != ["system", "user", "assistant"]
]
missing_pitching = [
row["row_id"]
for row in rows
if not json.loads(row["team_game_pitching_json"])
or not json.loads(row["team_season_pitching_json"])
or not json.loads(row["opponent_game_pitching_json"])
]
checks = {
"rows_match_schedule_x2": len(rows) == expected_rows,
"unique_row_ids": len(row_ids) == len(set(row_ids)),
"all_games_present": len(game_pks) == len(games),
"all_30_teams_present": len(team_ids) == 30,
"chatml_roles_valid": not bad_messages,
"pitching_fields_present": not missing_pitching,
}
print(
json.dumps(
{
"parquet": str(args.parquet),
"rows": len(rows),
"expected_rows": expected_rows,
"games": len(games),
"teams": len(team_ids),
"checks": checks,
"api_metrics": client.metrics.__dict__,
},
indent=2,
sort_keys=True,
)
)
failed = [name for name, passed in checks.items() if not passed]
if failed:
raise SystemExit(f"verification failed: {failed}")
if __name__ == "__main__":
main()
|