Download ocr/parse_process.py from Leon4gr45/agent-0: direct link, hf CLI and curl.
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https://huggingface.co/spaces/Leon4gr45/agent-0/resolve/main/ocr/parse_process.py
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2.78 kB
| import asyncio | |
| import base64 | |
| import json | |
| import sys | |
| from pathlib import Path | |
| from .schemas import RasterPage, SafeError | |
| async def parse(data, filename, options, settings): | |
| # Only non-secret limits cross the parser boundary; credentials are never inherited. | |
| limits = { | |
| name: getattr(settings, name) | |
| for name in ("max_upload", "max_pages", "max_pixels", "total_pixels") | |
| } | |
| payload = json.dumps( | |
| dict( | |
| data=base64.b64encode(data).decode(), | |
| filename=filename, | |
| options=options.model_dump(), | |
| limits=limits, | |
| ) | |
| ).encode() | |
| proc = await asyncio.create_subprocess_exec( | |
| sys.executable, | |
| "-m", | |
| "ocr.parse_worker", | |
| stdin=asyncio.subprocess.PIPE, | |
| stdout=asyncio.subprocess.PIPE, | |
| stderr=asyncio.subprocess.DEVNULL, | |
| cwd=str(Path(__file__).resolve().parents[1]), | |
| env={ | |
| "PATH": "/usr/bin:/bin", | |
| "LANG": "C.UTF-8", | |
| "OPENBLAS_NUM_THREADS": "1", | |
| "OMP_NUM_THREADS": "1", | |
| }, | |
| ) | |
| async def transfer(): | |
| async def write(): | |
| try: | |
| proc.stdin.write(payload) | |
| await proc.stdin.drain() | |
| proc.stdin.close() | |
| except (BrokenPipeError, ConnectionResetError): | |
| pass | |
| task = asyncio.create_task(write()) | |
| try: | |
| out = bytearray() | |
| while chunk := await proc.stdout.read(64 * 1024): | |
| out.extend(chunk) | |
| if len(out) > 128 * 1024 * 1024: | |
| raise SafeError("parser_output_limit") | |
| await task | |
| await proc.wait() | |
| if proc.returncode: | |
| raise SafeError("parser_resource_limit") | |
| try: | |
| result = json.loads(out) | |
| if "error" in result: | |
| raise SafeError(result["error"]) | |
| pages = [ | |
| RasterPage(**{**p, "image": base64.b64decode(p["image"], validate=True)}) | |
| for p in result["pages"] | |
| ] | |
| if not 1 <= len(pages) <= min(options.max_pages, settings.max_pages): | |
| raise SafeError("page_limit") | |
| return pages | |
| except SafeError: | |
| raise | |
| except Exception: | |
| raise SafeError("invalid_document") from None | |
| finally: | |
| task.cancel() | |
| await asyncio.gather(task, return_exceptions=True) | |
| try: | |
| return await asyncio.wait_for(transfer(), 40) | |
| except asyncio.TimeoutError: | |
| raise SafeError("parser_timeout") from None | |
| finally: | |
| if proc.returncode is None: | |
| proc.kill() | |
| await proc.wait() | |