Datasets:
Download scripts/audit_pagexml.py from PiotrSty/impact-psnc-polish-ocr: direct link, hf CLI and curl.
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- Download file 3.32 kB
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https://huggingface.co/datasets/PiotrSty/impact-psnc-polish-ocr/resolve/main/scripts/audit_pagexml.py
- Command line
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hf download hf://datasets/PiotrSty/impact-psnc-polish-ocr/scripts/audit_pagexml.py
-
curl -L -o audit_pagexml.py https://huggingface.co/datasets/PiotrSty/impact-psnc-polish-ocr/resolve/main/scripts/audit_pagexml.py
3.32 kB
| from __future__ import annotations | |
| import argparse | |
| import json | |
| from collections import Counter, defaultdict | |
| from pathlib import Path | |
| import xml.etree.ElementTree as ET | |
| def local_name(tag: str) -> str: | |
| return tag.rsplit("}", 1)[-1] | |
| def audit_file(path: Path, root: Path) -> dict: | |
| tree = ET.parse(path) | |
| xml_root = tree.getroot() | |
| page = next((node for node in xml_root.iter() if local_name(node.tag) == "Page"), None) | |
| if page is None: | |
| raise ValueError("PAGE XML has no Page element") | |
| unicode_values = [ | |
| (node.text or "").strip() | |
| for node in xml_root.iter() | |
| if local_name(node.tag) == "Unicode" and (node.text or "").strip() | |
| ] | |
| text = "\n".join(unicode_values) | |
| regions = Counter( | |
| local_name(node.tag) | |
| for node in xml_root.iter() | |
| if local_name(node.tag).endswith("Region") | |
| ) | |
| collection = path.relative_to(root).parts[0] | |
| return { | |
| "path": path.relative_to(root).as_posix(), | |
| "collection": collection, | |
| "image_filename": page.attrib.get("imageFilename"), | |
| "image_width": int(page.attrib.get("imageWidth", 0) or 0), | |
| "image_height": int(page.attrib.get("imageHeight", 0) or 0), | |
| "unicode_nodes": len(unicode_values), | |
| "characters": len(text), | |
| "words": len(text.split()), | |
| "regions": dict(sorted(regions.items())), | |
| "text": text, | |
| } | |
| def main() -> None: | |
| parser = argparse.ArgumentParser() | |
| parser.add_argument("source", type=Path) | |
| parser.add_argument("output", type=Path) | |
| args = parser.parse_args() | |
| records = [] | |
| errors = [] | |
| for path in sorted(args.source.rglob("*.xml")): | |
| try: | |
| records.append(audit_file(path, args.source)) | |
| except (ET.ParseError, ValueError, OSError) as exc: | |
| errors.append({"path": path.relative_to(args.source).as_posix(), "error": str(exc)}) | |
| by_collection = defaultdict(lambda: {"pages": 0, "annotated": 0, "characters": 0, "words": 0}) | |
| region_types = Counter() | |
| for record in records: | |
| stats = by_collection[record["collection"]] | |
| stats["pages"] += 1 | |
| stats["annotated"] += int(record["characters"] > 0) | |
| stats["characters"] += record["characters"] | |
| stats["words"] += record["words"] | |
| region_types.update(record["regions"]) | |
| summary = { | |
| "pages": len(records), | |
| "annotated_pages": sum(record["characters"] > 0 for record in records), | |
| "empty_pages": sum(record["characters"] == 0 for record in records), | |
| "characters": sum(record["characters"] for record in records), | |
| "words": sum(record["words"] for record in records), | |
| "errors": errors, | |
| "region_types": dict(sorted(region_types.items())), | |
| "collections": dict(sorted(by_collection.items())), | |
| } | |
| args.output.mkdir(parents=True, exist_ok=True) | |
| (args.output / "audit.json").write_text(json.dumps(summary, ensure_ascii=False, indent=2) + "\n", encoding="utf-8") | |
| with (args.output / "pages.jsonl").open("w", encoding="utf-8", newline="\n") as handle: | |
| for record in records: | |
| handle.write(json.dumps(record, ensure_ascii=False, separators=(",", ":")) + "\n") | |
| print(json.dumps(summary, ensure_ascii=False, indent=2)) | |
| if __name__ == "__main__": | |
| main() | |