"""Append-only ingest harness for the SEC fundamentals PIT bundle.""" from __future__ import annotations import argparse from datetime import datetime, timezone from pathlib import Path import polars as pl from deltalake import DeltaTable, write_deltalake import recipe TABLE_URI = str(Path(__file__).parent / "data" / "data_bundle" / "sec_fundamentals_pit" / "1784818614" / "data.delta") def _row_hash(df: pl.DataFrame) -> pl.Series: cols = [c for c in df.columns if c != "ingested_at"] return df.select(cols).hash_rows().cast(pl.Utf8) async def main(since: datetime) -> None: fresh = await recipe.fetch(since) if fresh.is_empty(): print("no rows"); return fresh = fresh.with_columns(pl.lit(datetime.now(timezone.utc)).alias("ingested_at")) try: existing = pl.from_arrow(DeltaTable(TABLE_URI).to_pyarrow_table()) seen = set(_row_hash(existing).to_list()) fresh = fresh.filter(~_row_hash(fresh).is_in(seen)) except Exception: pass if fresh.is_empty(): print("no new/revised rows"); return write_deltalake(TABLE_URI, fresh.to_arrow(), mode="append", partition_by=["knowledge_year"]) print(f"appended {len(fresh)} rows") if __name__ == "__main__": ap = argparse.ArgumentParser(); ap.add_argument("--since", default="2020-01-01") import asyncio asyncio.run(main(datetime.fromisoformat(ap.parse_args().since).replace(tzinfo=timezone.utc)))