#!/usr/bin/env python3
"""Generated standalone launcher for a canonical-lift CIFAR job."""

from __future__ import annotations

import base64
import hashlib
import importlib
import io
import json
import sys
import tempfile
import zipfile
from pathlib import Path


_PACKAGE_ARCHIVE_BASE64 = (
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)
_PACKAGE_ARCHIVE_SHA256 = '938319d9c830248e5bf106e50c7401bc125a4efbfb62f9f9f44cc7ee7552b80f'
_CONFIG_JSON = (
    '{"backbones":["resnet18","resnet50"],"batch_size":256,"covariance_denominator":"populati'
    'on_N","epsilon_relative":1e-12,"expected_image_count":50000,"input_root":"/kaggle/input"'
    ',"kappa":1.0,"output_root":"/kaggle/working","statistics_chunk_size":512,"total_widths":'
    '[64,128,256],"weights_source":"torchvision_https","workers":4}'
)
_ENTRYPOINT_MODULE = 'canonical_lift.imagenet_upstream_statistics'


def _extract_archive(payload: bytes, destination: Path) -> None:
    root = destination.resolve()
    with zipfile.ZipFile(io.BytesIO(payload), mode="r") as archive:
        for member in archive.infolist():
            target = (root / member.filename).resolve()
            if target != root and root not in target.parents:
                raise RuntimeError(f"unsafe package archive member: {member.filename!r}")
            if member.is_dir():
                target.mkdir(parents=True, exist_ok=True)
                continue
            target.parent.mkdir(parents=True, exist_ok=True)
            target.write_bytes(archive.read(member))


def main() -> None:
    payload = base64.b64decode(_PACKAGE_ARCHIVE_BASE64, validate=True)
    if hashlib.sha256(payload).hexdigest() != _PACKAGE_ARCHIVE_SHA256:
        raise RuntimeError("embedded canonical_lift package checksum mismatch")
    config = json.loads(_CONFIG_JSON)
    with tempfile.TemporaryDirectory(prefix="canonical-lift-kaggle-") as temporary:
        package_root = Path(temporary)
        _extract_archive(payload, package_root)
        sys.path.insert(0, str(package_root))
        try:
            experiment = importlib.import_module(_ENTRYPOINT_MODULE)
            experiment.main(config)
        finally:
            sys.path.remove(str(package_root))


if __name__ == "__main__":
    main()
