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44 changes: 44 additions & 0 deletions tools/validation_plan.py
Original file line number Diff line number Diff line change
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#!/usr/bin/env python3
"""Generate a resource-aware validation plan for MACA containers."""

from __future__ import annotations

import argparse
import itertools
import json

CASES = ['rms_norm', 'fused_moe', 'paged_attention']
RESOURCES = {'dtype': ['fp16', 'bf16'], 'memory': ['16GB', '64GB'], 'scope': ['smoke', 'full']}


def plan(cases: list[str]) -> list[dict[str, str]]:
keys = list(RESOURCES)
rows: list[dict[str, str]] = []
for case in cases:
for values in itertools.product(*(RESOURCES[k] for k in keys)):
row = {"case": case}
row.update(dict(zip(keys, values)))
rows.append(row)
return rows


def self_test() -> None:
rows = plan(CASES[:1])
assert rows and rows[0]["case"] == CASES[0]
print(json.dumps({"ok": True, "rows": len(rows)}, ensure_ascii=False))


def main() -> int:
parser = argparse.ArgumentParser(description=__doc__)
parser.add_argument("--case", action="append", default=[])
parser.add_argument("--self-test", action="store_true")
args = parser.parse_args()
if args.self_test:
self_test()
return 0
print(json.dumps(plan(args.case or CASES), ensure_ascii=False, indent=2))
return 0


if __name__ == "__main__":
raise SystemExit(main())