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Download src/explicit_learning/atomic_io.py from sungguk/visual-answerability: direct link, hf CLI and curl.
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5.4 kB
| """Atomic, interruption-safe file writers. | |
| Every stage output is written to a temporary file in the destination directory, | |
| ``fsync``-ed, then atomically renamed over the target with :func:`os.replace`. | |
| An interrupted write therefore cannot corrupt an existing valid artifact: the | |
| old file is untouched until the rename succeeds. JSONL batches are flushed and | |
| ``fsync``-ed once per logical batch, leaving a valid line boundary on crash | |
| without a durability syscall for every row. | |
| """ | |
| from __future__ import annotations | |
| import json | |
| import os | |
| import tempfile | |
| from collections.abc import Iterable, Iterator | |
| from pathlib import Path | |
| from typing import Any | |
| from .hashing import canonical_json | |
| class AtomicWriteError(RuntimeError): | |
| """Raised when an atomic write cannot be completed.""" | |
| def _fsync_dir(directory: Path) -> None: | |
| """Best-effort fsync of the directory holding renamed files.""" | |
| if not directory.exists(): | |
| return | |
| fd = os.open(str(directory), os.O_RDONLY) | |
| try: | |
| os.fsync(fd) | |
| except OSError: | |
| # Some filesystems (e.g. network mounts) do not support directory fsync. | |
| # The rename is still atomic; we only lose the durability guarantee. | |
| pass | |
| finally: | |
| os.close(fd) | |
| def atomic_write_bytes( | |
| path: str | Path, | |
| data: bytes, | |
| *, | |
| fsync_dir: bool = True, | |
| ) -> None: | |
| """Atomically write ``data`` to ``path`` via temp + fsync + rename.""" | |
| target = Path(path) | |
| target.parent.mkdir(parents=True, exist_ok=True) | |
| with tempfile.NamedTemporaryFile( | |
| dir=target.parent, | |
| prefix=f".{target.name}.", | |
| suffix=".tmp", | |
| delete=False, | |
| ) as tmp_handle: | |
| tmp_path = Path(tmp_handle.name) | |
| tmp_handle.write(data) | |
| tmp_handle.flush() | |
| os.fsync(tmp_handle.fileno()) | |
| try: | |
| os.replace(tmp_path, target) | |
| if fsync_dir: | |
| _fsync_dir(target.parent) | |
| except BaseException: | |
| tmp_path.unlink(missing_ok=True) | |
| raise | |
| def atomic_write_text( | |
| path: str | Path, | |
| text: str, | |
| *, | |
| encoding: str = "utf-8", | |
| fsync_dir: bool = True, | |
| ) -> None: | |
| """Atomically write ``text`` to ``path``.""" | |
| atomic_write_bytes(path, text.encode(encoding), fsync_dir=fsync_dir) | |
| def atomic_write_json( | |
| path: str | Path, | |
| obj: Any, | |
| *, | |
| fsync_dir: bool = True, | |
| ) -> None: | |
| """Atomically write a single JSON object to ``path`` using canonical JSON.""" | |
| atomic_write_text(path, canonical_json(obj) + "\n", fsync_dir=fsync_dir) | |
| def _encode_jsonl_row(row: Any) -> bytes: | |
| return (canonical_json(row) + "\n").encode("utf-8") | |
| def atomic_write_jsonl( | |
| path: str | Path, | |
| rows: Iterable[Any], | |
| *, | |
| fsync_dir: bool = True, | |
| ) -> None: | |
| """Atomically write an iterable of rows as canonical JSONL.""" | |
| buffer = bytearray() | |
| for row in rows: | |
| buffer += _encode_jsonl_row(row) | |
| atomic_write_bytes(path, bytes(buffer), fsync_dir=fsync_dir) | |
| class JsonlAppender: | |
| """Append JSONL records to a file with per-record fsync. | |
| Appending never rewrites earlier bytes, so an interrupted append leaves the | |
| existing prefix valid. Each record is written and flushed before the next, | |
| so a crash loses at most the in-flight record. Call :meth:`close` (or use as | |
| a context manager) to fsync the directory once at the end. | |
| """ | |
| def __init__(self, path: str | Path, *, fsync_dir: bool = True) -> None: | |
| self.path = Path(path) | |
| self.path.parent.mkdir(parents=True, exist_ok=True) | |
| self._fsync_dir = fsync_dir | |
| # "ab" never truncates; creates the file if absent. | |
| self._handle = self.path.open("ab") | |
| def append(self, row: Any) -> None: | |
| self._handle.write(_encode_jsonl_row(row)) | |
| self._handle.flush() | |
| os.fsync(self._handle.fileno()) | |
| def extend(self, rows: Iterable[Any]) -> None: | |
| """Append one logical batch and fsync once. | |
| Reward generation emits many rows together. Fsyncing every individual | |
| row made training spend most of its wall time in durability syscalls; | |
| a single batch write still leaves a valid JSONL prefix after a crash and | |
| checkpoint recovery rolls the batch back as a unit. | |
| """ | |
| payload = b"".join(_encode_jsonl_row(row) for row in rows) | |
| if not payload: | |
| return | |
| self._handle.write(payload) | |
| self._handle.flush() | |
| os.fsync(self._handle.fileno()) | |
| def close(self) -> None: | |
| try: | |
| self._handle.close() | |
| finally: | |
| if self._fsync_dir: | |
| _fsync_dir(self.path.parent) | |
| def __enter__(self) -> JsonlAppender: | |
| return self | |
| def __exit__(self, *exc: object) -> None: | |
| self.close() | |
| def read_jsonl(path: str | Path) -> Iterator[Any]: | |
| """Yield parsed JSON objects from a JSONL file, skipping blank lines.""" | |
| with Path(path).open("r", encoding="utf-8") as handle: | |
| for line in handle: | |
| stripped = line.strip() | |
| if not stripped: | |
| continue | |
| yield json.loads(stripped) | |
| def count_jsonl(path: str | Path) -> int: | |
| """Count non-blank lines in a JSONL file without parsing each row.""" | |
| count = 0 | |
| with Path(path).open("r", encoding="utf-8") as handle: | |
| for line in handle: | |
| if line.strip(): | |
| count += 1 | |
| return count | |