Complete standalone final deliverable and unaligned Q2 results

math/Q1/smoke_q2_adapter.py

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+"""Load official unaligned data through Q2's real input entry, without training."""
+from __future__ import annotations
+
+import json
+import sys
+from pathlib import Path
+
+import numpy as np
+
+Q1 = Path(__file__).resolve().parent
+ROOT = Q1.parents[1]
+sys.path.insert(0, str(ROOT / "math" / "Q2"))
+from data import load_official_splits  # noqa: E402
+
+
+def main() -> None:
+    source = ROOT / "E题数据" / "附件2-数据集特征文件" / "unaligned_50.pkl"
+    splits = load_official_splits(source, version="unaligned_50")
+    report = {}
+    for name, split in splits.items():
+        expected = {"text": (split.n, 50, 768), "audio": (split.n, 50, 74),
+                    "vision": (split.n, 50, 35)}
+        actual = {m: x.shape for m, x in split.x.items()}
+        assert actual == expected
+        assert split.mask.shape == (split.n, 50, 3)
+        assert all(np.isfinite(x).all() for x in split.x.values())
+        assert split.class_y is not None and len(split.class_y) == split.n
+        report[name] = {"samples": split.n, "feature_shapes": {m: list(s) for m, s in actual.items()},
+                        "mask_shape": list(split.mask.shape), "labels_preserved": True}
+    path = Q1 / "results" / "unified_adapter" / "q2_smoke.json"
+    path.write_text(json.dumps(report, indent=2), encoding="utf-8")
+    print(json.dumps(report, indent=2))
+
+
+if __name__ == "__main__":
+    main()