"""The SWE-bench Pro task flavor: dataset-row parsing and the official grading pipeline. An instance directory (baked into the instance image by ``swe_tasks.py``) holds the dataset row (``instance.json``) plus the official per-instance ``run_script.sh`` and ``parser.py`` from scaleapi/SWE-bench_Pro-os. Grading replays the official evaluator's entryscript on the repo-lifecycle primitives in :mod:`coding.repo`: reset to the pre-agent snapshot, apply the (agent or golden) patch, check out the hidden test files, run the script, parse, and resolve iff every ``fail_to_pass`` and ``pass_to_pass`` test passes. """ from __future__ import annotations import ast import json import re import sys from pathlib import Path from typing import Any from hud.graders import EvaluationResult, SubScore from . import repo as repo_lib def load_instance(instance_dir: Path) -> dict[str, Any]: return json.loads((instance_dir / "instance.json").read_text("utf-8")) def str_list(field: str) -> list[str]: """Parse the dataset's list-shaped string fields. The rows store lists as Python reprs (single quotes; the official evaluator uses ``eval``), so ``ast.literal_eval`` is the safe equivalent. """ value = ast.literal_eval(field) if not isinstance(value, list): raise ValueError(f"expected a list, got {type(value).__name__}") return [str(item) for item in value] def strip_binary_hunks(patch: str) -> str: """Drop binary diff sections, exactly like the official evaluator.""" if not patch: return patch sections = re.split(r"(?=^diff --git )", patch, flags=re.MULTILINE) kept = [ section for section in sections if section.strip() and not re.search(r"^Binary files .* differ$", section, re.MULTILINE) and not re.search(r"^GIT binary patch$", section, re.MULTILINE) ] return "".join(kept) def score(instance: dict[str, Any], tests: list[dict[str, Any]]) -> EvaluationResult: """The official resolution criterion: every required test passes.""" passed = {t["name"] for t in tests if t.get("status") == "PASSED"} fail_to_pass = set(str_list(instance["fail_to_pass"])) pass_to_pass = set(str_list(instance["pass_to_pass"])) required = fail_to_pass | pass_to_pass resolved = required <= passed def fraction(subset: set[str]) -> float: return len(subset & passed) / len(subset) if subset else 1.0 missing = sorted(required - passed) return EvaluationResult( reward=1.0 if resolved else 0.0, content="resolved" if resolved else f"unresolved: {len(missing)} required test(s) not passing", subscores=[ SubScore(name="resolved", value=1.0 if resolved else 0.0, weight=1.0), SubScore(name="fail_to_pass", value=fraction(fail_to_pass), weight=0.0), SubScore(name="pass_to_pass", value=fraction(pass_to_pass), weight=0.0), ], info={"tests_reported": len(tests), "missing": missing[:20]}, ) def build_prompt(instance: dict[str, Any], repo_dir: Path) -> str: sections = [ f"You are working in {repo_dir}, a checkout of the {instance['repo']} repository. " "Resolve the issue described below by modifying the code. Hidden tests grade your " "work when you finish; do not modify existing tests.", instance["problem_statement"], ] if instance.get("requirements"): sections.append("## Requirements\n\n" + instance["requirements"]) if instance.get("interface"): sections.append("## Interface\n\n" + instance["interface"]) return "\n\n".join(section.strip() for section in sections if section and section.strip()) async def grade( instance: dict[str, Any], instance_dir: Path, repo_dir: Path, vault_dir: Path, logs_dir: Path, *, validate_mode: str | None = None, tests_timeout: float = 3600.0, ) -> EvaluationResult: """Replay the official evaluator's entryscript in place. ``validate_mode="golden"`` grades the dataset's golden patch instead of the agent's diff (the official gold-patch sanity check). The hidden test files (the last line of ``before_repo_set_cmd``) are checked out *after* the patch, so patch edits to them never survive. """ logs_dir.mkdir(parents=True, exist_ok=True) setup_commit = await repo_lib.restore_history(repo_dir, vault_dir) if validate_mode == "golden": diff = instance["patch"] else: diff = await repo_lib.capture_agent_diff(repo_dir, setup_commit) diff = strip_binary_hunks(diff) await repo_lib.reset_worktree(repo_dir, setup_commit) apply_error = await repo_lib.apply_diff(repo_dir, diff, logs_dir / "patch.diff") if apply_error is not None: return EvaluationResult(reward=0.0, content="patch failed to apply", info={"git_apply": apply_error}) test_checkout = instance["before_repo_set_cmd"].strip().splitlines()[-1] await repo_lib.run("bash", "-c", test_checkout, cwd=repo_dir) files_csv = ",".join(str_list(instance["selected_test_files_to_run"])) _, out, err = await repo_lib.run( "bash", str(instance_dir / "run_script.sh"), files_csv, cwd=repo_dir, timeout=tests_timeout, check=False, ) (logs_dir / "stdout.log").write_text(out, "utf-8") (logs_dir / "stderr.log").write_text(err, "utf-8") await repo_lib.run( sys.executable, str(instance_dir / "parser.py"), "stdout.log", "stderr.log", "output.json", cwd=logs_dir, ) tests = json.loads((logs_dir / "output.json").read_text("utf-8"))["tests"] return score(instance, tests)