aisimulate-fpm-dataset / scripts /test_self_benchmark.py
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Add Kimi K3 GB300 TP8+DCP8 self-benchmark calibration data (#10)
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"""Regression checks for DCP identity and synthetic calibration boundaries."""
from __future__ import annotations
import json
import shutil
from pathlib import Path
import pyarrow as pa
import pyarrow.parquet as pq
import pytest
import self_benchmark as contract
ROOT = Path(__file__).resolve().parents[1]
def test_published_sources_and_libraries_reconcile():
manifest = contract.read(ROOT / contract.LEAF / "manifest.json")
files = contract.validate_snapshot(ROOT, manifest)
assert len(files) == 5
@pytest.mark.parametrize(
"field,value", [("dcp", 1), ("cp", 8), ("physical_gpu_count", 64), ("moe_ep", 8)]
)
def test_rejects_conflating_dcp_with_other_parallel_dimensions(field, value):
manifest = contract.read(ROOT / contract.LEAF / "manifest.json")
manifest[field] = value
with pytest.raises(ValueError, match="configuration identity mismatch"):
contract.validate_snapshot(ROOT, manifest)
def test_rejects_calibration_as_independent_truth():
manifest = contract.read(ROOT / contract.LEAF / "manifest.json")
manifest["measurements"].update(
file_count=1, protocol_id="forward-pass-measurement-v1"
)
with pytest.raises(ValueError, match="independent measurement truth"):
contract.validate_snapshot(ROOT, manifest)
def test_rejects_synthetic_boundary_promoted_to_primary():
manifest = contract.read(ROOT / contract.LEAF / "manifest.json")
manifest["fpm"][1]["role"] = "primary"
with pytest.raises(ValueError, match="synthetic data promoted"):
contract.validate_snapshot(ROOT, manifest)
def test_rejects_latency_change_even_with_updated_parquet_hash(tmp_path):
shutil.copytree(ROOT / contract.LEAF, tmp_path / contract.LEAF)
shutil.copytree(ROOT / "schemas", tmp_path / "schemas")
manifest = contract.read(tmp_path / contract.LEAF / "manifest.json")
record = manifest["fpm"][0]
path = tmp_path / record["path"]
table = pq.read_table(path)
values = table["latency_ms"].to_pylist()
values[0] *= 1.1
table = table.set_column(
table.schema.get_field_index("latency_ms"),
table.schema.field("latency_ms"),
pa.array(values, type=pa.float64()),
)
pq.write_table(table, path)
record["sha256"] = contract.sha(path)
with pytest.raises(ValueError, match="published rows differ from source"):
contract.validate_snapshot(tmp_path, manifest)
def test_rejects_nonuniform_layout_change_even_with_updated_source_hash(tmp_path):
shutil.copytree(ROOT / contract.LEAF, tmp_path / contract.LEAF)
shutil.copytree(ROOT / "schemas", tmp_path / "schemas")
manifest = contract.read(tmp_path / contract.LEAF / "manifest.json")
provenance_path = tmp_path / contract.LEAF / "fpm/provenance/import.json"
provenance = contract.read(provenance_path)
nonuniform_path = (
tmp_path / contract.LEAF / "fpm/provenance/nonuniform-prefill.json"
)
rows = contract.read(nonuniform_path)
rows[0]["result"]["point"]["rows"][0][0] += 1
nonuniform_path.write_text(json.dumps(rows))
for entry in provenance["supporting_files"]:
if entry["path"] == nonuniform_path.relative_to(tmp_path).as_posix():
entry["sha256"] = contract.sha(nonuniform_path)
provenance_path.write_text(json.dumps(provenance))
for entry in manifest["fpm"]:
path = tmp_path / entry["metadata_path"]
metadata = contract.read(path)
metadata["provenance_sha256"] = contract.sha(provenance_path)
path.write_text(json.dumps(metadata))
with pytest.raises(ValueError, match="nonuniform request layouts were changed"):
contract.validate_snapshot(tmp_path, manifest)
def test_catalog_writer_preserves_unchanged_nested_field_order(tmp_path):
import manage_dataset as dataset
path = tmp_path / "catalog.parquet"
pq.write_table(
pa.Table.from_pylist(
[{"grouping": {"method": "pre_grouped", "authority": "producer"}}]
),
path,
)
before = path.read_bytes()
dataset.write_parquet(
path, [{"grouping": {"authority": "producer", "method": "pre_grouped"}}]
)
assert path.read_bytes() == before
@pytest.mark.parametrize("job_id", ["2201004", "2209472"])
def test_rejects_resealed_source_and_output_tampering(tmp_path, job_id):
shutil.copytree(ROOT / contract.LEAF, tmp_path / contract.LEAF)
shutil.copytree(ROOT / "schemas", tmp_path / "schemas")
manifest = contract.read(tmp_path / contract.LEAF / "manifest.json")
provenance_path = tmp_path / contract.LEAF / "fpm/provenance/import.json"
provenance = contract.read(provenance_path)
source_record = next(s for s in provenance["sources"] if s["job_id"] == job_id)
source_path = tmp_path / source_record["path"]
data = contract.read(source_path)
point = data["results"][0]["point"]
data["results"][0]["fpms"][0]["wall_time"] *= 2
data["iteration_groups"][0]["rank_results"][0]["fpms"][0]["wall_time"] *= 2
data["iteration_groups"][0]["wall_time"] *= 2
source_path.write_text(json.dumps(data))
source_record["sha256"] = contract.sha(source_path)
provenance_path.write_text(json.dumps(provenance))
# Rewrite the matching output and all hashes consumed by validate_snapshot;
# the source's claimed original hash and producer revision remain unchanged.
entry = manifest["fpm"][0]
parquet_path = tmp_path / entry["path"]
table = pq.read_table(parquet_path)
rows = table.to_pylist()
index = next(
i
for i, row in enumerate(rows)
if (
row["runtime_run_id"] == data["run_id"]
and row["batch_size"] == point["batch_size"]
and row["total_prefill_tokens"] == point["total_prefill_tokens"]
and row["total_kv_read_tokens"] == point["total_kv_read_tokens"]
)
)
rows[index]["latency_ms"] *= 2
pq.write_table(pa.Table.from_pylist(rows, schema=table.schema), parquet_path)
entry["sha256"] = contract.sha(parquet_path)
for record in manifest["fpm"]:
metadata_path = tmp_path / record["metadata_path"]
metadata = contract.read(metadata_path)
metadata["parquet_sha256"] = record["sha256"]
metadata["provenance_sha256"] = contract.sha(provenance_path)
metadata_path.write_text(json.dumps(metadata))
with pytest.raises(ValueError, match="reviewed sanitized bytes"):
contract.validate_snapshot(tmp_path, manifest)
@pytest.mark.parametrize("change", ["missing_dcp", "wrong_dcp", "manifest_only_field"])
def test_sidecar_selector_requires_explicit_dcp_and_canonical_fields(tmp_path, change):
shutil.copytree(ROOT / contract.LEAF, tmp_path / contract.LEAF)
shutil.copytree(ROOT / "schemas", tmp_path / "schemas")
manifest = contract.read(tmp_path / contract.LEAF / "manifest.json")
path = tmp_path / manifest["fpm"][0]["metadata_path"]
metadata = contract.read(path)
selector = metadata["configuration_selector"]
if change == "missing_dcp":
del selector["dcp"]
elif change == "wrong_dcp":
selector["dcp"] = 1
else:
selector["physical_gpu_count"] = 8
path.write_text(json.dumps(metadata))
with pytest.raises(ValueError, match="metadata identity mismatch"):
contract.validate_snapshot(tmp_path, manifest)