KAWK50M-Project / scripts /combine_token_parts.py
Infinity08's picture
Add files using upload-large-folder tool
91ac3cc verified
Raw History Blame Contribute Delete
3.26 kB
from __future__ import annotations
import argparse
import json
from pathlib import Path
from typing import Any
from kawk50m.cli import configure_utf8_stdio
def parse_args() -> argparse.Namespace:
parser = argparse.ArgumentParser(
description="Concatenate uint16 token parts with an optional exact limit."
)
parser.add_argument("--input-dir", required=True)
parser.add_argument("--output", required=True)
parser.add_argument("--max-tokens", type=int, default=None)
parser.add_argument("--copy-buffer-mib", type=int, default=8)
return parser.parse_args()
def main() -> None:
configure_utf8_stdio()
args = parse_args()
if args.max_tokens is not None and args.max_tokens <= 0:
raise ValueError("--max-tokens must be positive")
if args.copy_buffer_mib <= 0:
raise ValueError("--copy-buffer-mib must be positive")
input_dir = Path(args.input_dir)
parts = sorted(input_dir.glob("*.bin"))
if not parts:
raise FileNotFoundError(f"No token parts found in {input_dir}")
output_path = Path(args.output)
metadata_path = output_path.with_suffix(".metadata.json")
if output_path.exists() or metadata_path.exists():
raise FileExistsError(f"Refusing to overwrite combined output: {output_path}")
output_path.parent.mkdir(parents=True, exist_ok=True)
max_bytes = args.max_tokens * 2 if args.max_tokens is not None else None
buffer_size = args.copy_buffer_mib * 1024**2
bytes_written = 0
parts_used = 0
with output_path.open("wb") as target:
for part in parts:
part_size = part.stat().st_size
if part_size % 2:
raise ValueError(f"Odd byte size for uint16 part: {part}")
remaining = (
part_size
if max_bytes is None
else min(part_size, max_bytes - bytes_written)
)
if remaining <= 0:
break
with part.open("rb") as source:
while remaining:
chunk = source.read(min(buffer_size, remaining))
if not chunk:
raise IOError(f"Unexpected EOF while reading {part}")
target.write(chunk)
bytes_written += len(chunk)
remaining -= len(chunk)
parts_used += 1
summaries: list[dict[str, Any]] = []
for path in sorted(input_dir.glob("*.json")):
summaries.append(json.loads(path.read_text(encoding="utf-8")))
result = {
"output": str(output_path),
"tokens": bytes_written // 2,
"bytes": bytes_written,
"dtype": "uint16",
"available_part_tokens": sum(part.stat().st_size for part in parts) // 2,
"parts_available": len(parts),
"parts_used": parts_used,
"documents_seen": sum(int(row["documents_seen"]) for row in summaries),
"documents_written": sum(
int(row["documents_written"]) for row in summaries
),
}
metadata_path.write_text(
json.dumps(result, ensure_ascii=False, indent=2) + "\n",
encoding="utf-8",
)
print(json.dumps(result, ensure_ascii=False, indent=2))
if __name__ == "__main__":
main()