Download validate_dataset.py from schneiderkamplab/dfm11-mathagentic-tinygsm-python: direct link, hf CLI and curl.
- Browser
- Download file 1.43 kB
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https://huggingface.co/datasets/schneiderkamplab/dfm11-mathagentic-tinygsm-python/resolve/main/validate_dataset.py
- Command line
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hf download hf://datasets/schneiderkamplab/dfm11-mathagentic-tinygsm-python/validate_dataset.py
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curl -L -o validate_dataset.py https://huggingface.co/datasets/schneiderkamplab/dfm11-mathagentic-tinygsm-python/resolve/main/validate_dataset.py
1.43 kB
| #!/usr/bin/env python3 | |
| import gzip, hashlib, json | |
| from pathlib import Path | |
| root = Path(__file__).parent | |
| manifest = json.loads((root / "metadata/manifest.json").read_text()) | |
| rows = 0 | |
| seen = set() | |
| for item in manifest["data_files"]: | |
| path = root / item["file"] | |
| digest = hashlib.sha256(path.read_bytes()).hexdigest() | |
| if digest != item["sha256"]: | |
| raise ValueError(f"checksum mismatch: {path}") | |
| with gzip.open(path, "rt", encoding="utf-8") as handle: | |
| for line in handle: | |
| row = json.loads(line) | |
| sid = row.get("source_id") | |
| if not sid or sid in seen: | |
| raise ValueError(f"missing or duplicate source_id: {sid}") | |
| seen.add(sid) | |
| messages = row.get("messages") | |
| if [message.get("role") for message in messages] != ["user", "assistant", "tool", "assistant"]: | |
| raise ValueError(f"invalid roles: {sid}") | |
| call = messages[1]["tool_calls"][0] | |
| if call["id"] != messages[2].get("tool_call_id"): | |
| raise ValueError(f"call/result mismatch: {sid}") | |
| if not str(messages[3].get("content") or "").startswith("\\boxed{"): | |
| raise ValueError(f"missing boxed answer: {sid}") | |
| rows += 1 | |
| if rows != manifest["rows"]: | |
| raise ValueError(f"row count mismatch: {rows} != {manifest['rows']}") | |
| print(json.dumps({"rows": rows, "valid": True}, sort_keys=True)) | |