from __future__ import annotations import gzip import json from collections.abc import Iterator, Sequence from pathlib import Path from typing import Any, TextIO import glob SUPPORTED_SUFFIXES = (".jsonl", ".jsonl.gz", ".txt", ".txt.gz") def discover_paths(inputs: Sequence[str | Path]) -> list[Path]: found: set[Path] = set() for raw_input in inputs: raw = str(raw_input) path = Path(raw) if path.is_dir(): for candidate in path.rglob("*"): if candidate.is_file() and any( str(candidate).lower().endswith(suffix) for suffix in SUPPORTED_SUFFIXES ): found.add(candidate.resolve()) continue matches = [Path(item) for item in glob.glob(raw, recursive=True)] if matches: found.update(item.resolve() for item in matches if item.is_file()) elif path.is_file(): found.add(path.resolve()) return sorted(found) def open_text(path: Path) -> TextIO: if path.name.lower().endswith(".gz"): return gzip.open(path, "rt", encoding="utf-8", errors="replace") return path.open("r", encoding="utf-8", errors="replace") def iter_documents( paths: Sequence[Path], *, text_field: str = "text", txt_mode: str = "line", ) -> Iterator[dict[str, Any]]: if txt_mode not in {"line", "document"}: raise ValueError("txt_mode must be 'line' or 'document'") for path in paths: lower_name = path.name.lower() source_default = path.name.removesuffix(".gz") if lower_name.endswith((".jsonl", ".jsonl.gz")): with open_text(path) as handle: for line_number, line in enumerate(handle, start=1): if not line.strip(): continue try: row = json.loads(line) except json.JSONDecodeError as error: raise ValueError( f"Invalid JSON at {path}:{line_number}: {error}" ) from error if not isinstance(row, dict): raise ValueError( f"Expected a JSON object at {path}:{line_number}" ) text = row.get(text_field) if not isinstance(text, str): continue yield { "id": row.get("id", f"{path.name}:{line_number}"), "text": text, "source": row.get("source", source_default), "url": row.get("url"), "license": row.get("license"), } continue if lower_name.endswith((".txt", ".txt.gz")): with open_text(path) as handle: if txt_mode == "document": text = handle.read() if text.strip(): yield { "id": path.name, "text": text, "source": source_default, "url": None, "license": None, } else: for line_number, line in enumerate(handle, start=1): if line.strip(): yield { "id": f"{path.name}:{line_number}", "text": line.rstrip("\n"), "source": source_default, "url": None, "license": None, } class ShardedJsonlWriter: def __init__( self, output_dir: Path, split: str, *, documents_per_shard: int, ) -> None: self.output_dir = output_dir self.split = split self.documents_per_shard = documents_per_shard self.document_count = 0 self.shard_index = -1 self._handle: TextIO | None = None def _open_next(self) -> None: if self._handle is not None: self._handle.close() self.shard_index += 1 path = self.output_dir / f"{self.split}-{self.shard_index:05d}.jsonl" self._handle = path.open("w", encoding="utf-8", newline="\n") def write(self, row: dict[str, Any]) -> None: if self._handle is None or self.document_count % self.documents_per_shard == 0: self._open_next() assert self._handle is not None self._handle.write(json.dumps(row, ensure_ascii=False, separators=(",", ":"))) self._handle.write("\n") self.document_count += 1 def close(self) -> None: if self._handle is not None: self._handle.close() self._handle = None def __enter__(self) -> "ShardedJsonlWriter": return self def __exit__(self, *_: object) -> None: self.close()