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import argparse
import hashlib
import json
import os
import tempfile
from pathlib import Path
from typing import Any
HERE = Path(__file__).resolve().parent
DEFAULT_DATASET = HERE.parent / "dataset" / "data-complete-core"
DEFAULT_LAB_DATASET = HERE.parent / "dataset" / "data-lab"
DEFAULT_STABILITY = (
HERE.parents[1] / "paper/generated/complete-core/complete-core-stability-analysis.json"
)
DEFAULT_OUTPUT = HERE / "data-complete-core" / "flavourbench-complete-core-space.json"
class CompleteCoreSpaceBuildError(RuntimeError):
"""The complete-common-core Space bundle failed verification."""
def _canonical(value: object) -> bytes:
return json.dumps(
value,
ensure_ascii=False,
separators=(",", ":"),
sort_keys=True,
allow_nan=False,
).encode()
def _load(path: Path) -> dict[str, Any]:
if path.is_symlink() or not path.is_file():
raise CompleteCoreSpaceBuildError(f"input is not a regular file: {path}")
value = json.loads(path.read_text(encoding="utf-8"))
if not isinstance(value, dict):
raise CompleteCoreSpaceBuildError(f"input is not a JSON object: {path}")
return value
def _semantic_valid(document: dict[str, Any]) -> bool:
payload = dict(document)
recorded = str(payload.pop("artifact_sha256", ""))
return bool(recorded and recorded == hashlib.sha256(_canonical(payload)).hexdigest())
def _jsonl(path: Path, *, expected_sha256: str, expected_rows: int) -> list[dict[str, Any]]:
payload = path.read_bytes()
if hashlib.sha256(payload).hexdigest() != expected_sha256:
raise CompleteCoreSpaceBuildError(f"dataset table hash failed: {path.name}")
rows = [json.loads(line) for line in payload.splitlines() if line]
if len(rows) != expected_rows or any(not isinstance(row, dict) for row in rows):
raise CompleteCoreSpaceBuildError(f"dataset table cardinality failed: {path.name}")
return rows
def build_bundle(
*,
dataset_directory: Path,
lab_dataset_directory: Path,
stability_path: Path = DEFAULT_STABILITY,
) -> dict[str, Any]:
manifest = _load(dataset_directory / "DATA_MANIFEST.json")
if (
not _semantic_valid(manifest)
or manifest.get("schema_version") != "flavourbench-hf-complete-core-dataset-manifest-v1"
or manifest.get("status") != "final_complete_common_core"
):
raise CompleteCoreSpaceBuildError("dataset manifest failed verification")
records = {str(row["name"]): row for row in manifest["files"]}
def rows(name: str) -> list[dict[str, Any]]:
record = records[name]
return _jsonl(
dataset_directory / name,
expected_sha256=str(record["sha256"]),
expected_rows=int(record["rows"]),
)
release_record = records["release.json"]
release_path = dataset_directory / "release.json"
release_bytes = release_path.read_bytes()
if hashlib.sha256(release_bytes).hexdigest() != release_record["sha256"]:
raise CompleteCoreSpaceBuildError("release physical hash failed")
release = _load(release_path)
if (
not _semantic_valid(release)
or release.get("status") != "final_complete_common_core"
or release.get("artifact_sha256") != manifest["release_artifact_sha256"]
):
raise CompleteCoreSpaceBuildError("release and dataset manifest differ")
models = rows("models.jsonl")
tasks = rows("tasks.jsonl")
primary = rows("primary_observations.jsonl")
pairwise = rows("pairwise_comparisons.jsonl")
lab_manifest = _load(lab_dataset_directory / "DATA_MANIFEST.json")
if (
not _semantic_valid(lab_manifest)
or lab_manifest.get("schema_version") != "flavourbench-lab-dataset-v2"
or lab_manifest.get("status") != "preregistered_transfer_maps_not_official_leaderboard_test"
):
raise CompleteCoreSpaceBuildError("lab dataset manifest failed verification")
lab_records = {str(row["name"]): row for row in lab_manifest["files"]}
def lab_rows(name: str) -> list[dict[str, Any]]:
record = lab_records[name]
return _jsonl(
lab_dataset_directory / name,
expected_sha256=str(record["sha256"]),
expected_rows=int(record["rows"]),
)
lab_tasks = [*lab_rows("train_tasks.jsonl"), *lab_rows("validation_tasks.jsonl")]
stability = _load(stability_path)
if (
not _semantic_valid(stability)
or stability.get("schema_version") != "flavourbench-task-count-stability-v1"
or stability.get("status") != "retrospective_precision_and_stability_analysis"
):
raise CompleteCoreSpaceBuildError("task-count stability analysis failed verification")
official_ids = {str(row["task_id"]) for row in tasks}
official_anchors = {str(row["anchor_ingredient"]) for row in tasks}
lab_ids = {str(row["task_id"]) for row in lab_tasks}
lab_anchors = {str(row["anchor_ingredient"]) for row in lab_tasks}
if (
len(lab_tasks) != 342
or len(lab_ids) != 342
or len(lab_anchors) != 342
or lab_ids & official_ids
or lab_anchors & official_anchors
):
raise CompleteCoreSpaceBuildError("lab and official reward maps are not disjoint")
compact_observations: list[dict[str, Any]] = []
for row in primary:
response = row["response"]
generation = response.get("generation") or {}
answer = str(generation.get("answer_markdown") or "")
compact_observations.append(
{
"release_panel": row["release_panel"],
"model_id": response["model_id"],
"task_id": response["task_id"],
"status": response["status"],
"scoring": row["release_scoring"],
"answer_excerpt": answer[:1800],
"answer_truncated": len(answer) > 1800,
"actual_model_id": generation.get("actual_model_id"),
"actual_provider": generation.get("actual_provider"),
"finish_reason": generation.get("finish_reason"),
"latency_ms": generation.get("latency_ms"),
"cost_micros": generation.get("cost_micros"),
"artifact_sha256": response["artifact_sha256"],
}
)
bundle: dict[str, Any] = {
"schema_version": "flavourbench-complete-core-space-bundle-v1",
"release_artifact_sha256": release["artifact_sha256"],
"dataset_manifest_sha256": manifest["artifact_sha256"],
"status": release["status"],
"benchmark": release["benchmark"],
"track": release["track"],
"design": release["design"],
"analysis": release["analysis"],
"claim_boundary": release["claim_boundary"],
"models": models,
"tasks": tasks,
"lab": {
"dataset_manifest_sha256": lab_manifest["artifact_sha256"],
"status": lab_manifest["status"],
"task_count": len(lab_tasks),
"train_tasks": int(lab_manifest["counts"]["train_tasks"]),
"validation_tasks": int(lab_manifest["counts"]["validation_tasks"]),
"evaluation_tasks": int(lab_manifest["counts"]["evaluation_tasks"]),
"official_anchor_overlap": 0,
},
"lab_tasks": lab_tasks,
"stability_analysis": stability,
"primary_observations": compact_observations,
"pairwise_comparisons": pairwise,
}
if (
len(models) != 27
or len(tasks) != 534
or len(compact_observations) != 14_418
or len(pairwise) != 351
):
raise CompleteCoreSpaceBuildError("Space bundle cardinality differs")
bundle["artifact_sha256"] = hashlib.sha256(_canonical(bundle)).hexdigest()
return bundle
def _bytes(bundle: dict[str, Any]) -> bytes:
return (json.dumps(bundle, ensure_ascii=False, indent=2, sort_keys=True) + "\n").encode()
def _write_atomic(path: Path, payload: bytes) -> None:
path.parent.mkdir(parents=True, exist_ok=True)
descriptor, temporary = tempfile.mkstemp(prefix=f".{path.name}.", dir=path.parent)
temporary_path = Path(temporary)
try:
with os.fdopen(descriptor, "wb") as handle:
handle.write(payload)
handle.flush()
os.fsync(handle.fileno())
os.replace(temporary_path, path)
finally:
temporary_path.unlink(missing_ok=True)
def main() -> None:
parser = argparse.ArgumentParser(description="Build the final FlavourBench Space bundle")
parser.add_argument("--dataset-directory", type=Path, default=DEFAULT_DATASET)
parser.add_argument("--lab-dataset-directory", type=Path, default=DEFAULT_LAB_DATASET)
parser.add_argument("--stability", type=Path, default=DEFAULT_STABILITY)
parser.add_argument("--output", type=Path, default=DEFAULT_OUTPUT)
parser.add_argument("--check", action="store_true")
args = parser.parse_args()
bundle = build_bundle(
dataset_directory=args.dataset_directory,
lab_dataset_directory=args.lab_dataset_directory,
stability_path=args.stability,
)
payload = _bytes(bundle)
if args.check:
if args.output.is_symlink() or not args.output.is_file():
raise CompleteCoreSpaceBuildError("Space bundle output is absent")
if args.output.read_bytes() != payload:
raise CompleteCoreSpaceBuildError("generated Space bundle differs")
print(f"OK: complete-core Space bundle {bundle['artifact_sha256']}")
return
_write_atomic(args.output, payload)
print(f"Wrote {args.output} ({len(payload)} bytes, {bundle['artifact_sha256']})")
if __name__ == "__main__":
main()
|