worldbench / eval /loader.py
KrishBakshi's picture
Claude Opus 5.5
Add evaluation logic and judge configuration
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"""Shared dynamic import for test check scripts.
Each test keeps its own check script(s) in its own folder (e.g.
tests/WC002_biome_placement/main.py) rather than a shared
importable package, so loading one means importing by file path, not by
package name. Both harness/validate.py (the real pipeline) and
scripts/dry_run_regex_patterns.py (the dev tool that sanity-checks a
check against real data before it's trusted) need this exact same logic,
so it lives here once — dev scripts import it from here, not the other
way around.
"""
from __future__ import annotations
import importlib.util
import sys
import types
from pathlib import Path
import yaml
REPO_ROOT = Path(__file__).resolve().parent.parent
TESTS_DIR = REPO_ROOT / "tests"
def discover_tests() -> list[dict]:
"""Every WC* folder with a test.yaml, in ladder order (WC001, WC002, …)."""
tests = []
for yaml_path in sorted(TESTS_DIR.glob("WC*/test.yaml")):
data = yaml.safe_load(yaml_path.read_text()) or {}
tests.append(
{
"dir_name": yaml_path.parent.name,
"id": data.get("id", yaml_path.parent.name),
"title": data.get("title", ""),
"checks": list(data.get("checks") or []),
"needs_capture": bool(data.get("needs_capture")),
"path": yaml_path.parent,
}
)
return tests
def resolve_test(name: str, tests: list[dict] | None = None) -> dict:
"""Match WC005, WC005_day_night_seasons, or the yaml id."""
tests = tests if tests is not None else discover_tests()
key = name.strip()
for test in tests:
if key in {test["dir_name"], test["id"]}:
return test
matches = [t for t in tests if t["dir_name"].startswith(key) or t["id"] == key]
if len(matches) == 1:
return matches[0]
known = ", ".join(t["dir_name"] for t in tests)
raise ValueError(f"Unknown test {name!r}. Known: {known}")
def _evict_loaded_tests() -> None:
"""Drop modules imported from a previous WC* folder.
WC002–WC005 each ship main.py / llm.py / grade.py and do `from llm import`.
Loading them by filename leaves those names in sys.modules, so WC003+
bind WC002's copies and never reach run_audited_check (no LangSmith span).
"""
tests_root = TESTS_DIR.resolve()
to_drop = [
name
for name, mod in sys.modules.items()
if name == "worldbench_checks" or name.startswith("worldbench_checks.")
]
for name, mod in sys.modules.items():
file = getattr(mod, "__file__", None)
if not file:
continue
try:
resolved = Path(file).resolve()
except OSError:
continue
if resolved.is_relative_to(tests_root):
to_drop.append(name)
for name in to_drop:
sys.modules.pop(name, None)
def _ensure_namespace(name: str) -> None:
if name in sys.modules:
return
pkg = types.ModuleType(name)
pkg.__path__ = []
pkg.__package__ = name
sys.modules[name] = pkg
def load_check(module_path: str | Path, function_name: str):
"""Load `function_name` from the Python file at `module_path`.
Registers the module in sys.modules before exec'ing it — required
for @dataclass-decorated classes in the loaded module to work; without
it, dataclasses' own introspection can't find the module and raises.
Each WC* folder is loaded under a unique name (not just `main`) and
previous test modules are evicted so llm/grade/probe do not leak.
"""
module_path = Path(module_path)
_evict_loaded_tests()
parent = f"worldbench_checks.{module_path.parent.name}"
qualname = f"{parent}.{module_path.stem}"
_ensure_namespace("worldbench_checks")
_ensure_namespace(parent)
spec = importlib.util.spec_from_file_location(qualname, module_path)
module = importlib.util.module_from_spec(spec)
sys.modules[qualname] = module
spec.loader.exec_module(module)
return getattr(module, function_name)