diff --git a/.gitignore b/.gitignore index 0f7193b87..634997394 100644 --- a/.gitignore +++ b/.gitignore @@ -61,7 +61,9 @@ hud/rl/checkpoints_test/ docs/internal -environments/ +environments/* +!environments/coding/ +!environments/cua/ experiments/ .memories/ diff --git a/environments/coding/.dockerignore b/environments/coding/.dockerignore new file mode 100644 index 000000000..e8e4a4a4e --- /dev/null +++ b/environments/coding/.dockerignore @@ -0,0 +1,8 @@ +# The build context is this directory; keep it to what the images COPY, plus +# the Dockerfile itself (remote builders read it from the context). +* +!Dockerfile.hud +!env.py +!coding +!instances +**/__pycache__ diff --git a/environments/coding/.gitignore b/environments/coding/.gitignore new file mode 100644 index 000000000..06ebd11ca --- /dev/null +++ b/environments/coding/.gitignore @@ -0,0 +1,36 @@ +# Python +__pycache__/ +*.py[cod] +.pytest_cache/ +.ruff_cache/ +.coverage +.venv +.env +build/ +dist/ +*.egg-info/ + +# OS / IDE +.DS_Store +.vscode/ +.idea/ +*.swp + +# HUD +hud.lock.yaml +.hud +.hud_local/ +.hud_eval.toml +.hud-images.json + +# SWE-bench Pro instance assets are fetched per-user (swe_tasks.py) and carry +# the golden patches; only the empty .none dir (generic image builds) ships. +instances/* +!instances/.none/ + +# The SDK repo ignores uv.lock at its root; this template pins its own so the +# example resolves reproducibly. +!uv.lock + +# Logs +*.log diff --git a/environments/coding/Dockerfile.hud b/environments/coding/Dockerfile.hud new file mode 100644 index 000000000..d754963fd --- /dev/null +++ b/environments/coding/Dockerfile.hud @@ -0,0 +1,73 @@ +# syntax=docker/dockerfile:1 +# One image definition for both flavors. +# +# Generic (default) — the repo-clone stage bakes your target repo into /app: +# docker build -f Dockerfile.hud --build-arg REPO_URL=https://github.com/you/repo . +# (private repos: --secret id=CODING_GITHUB_TOKEN,env=CODING_GITHUB_TOKEN) +# +# SWE-bench Pro (driven by swe_tasks.py) — BASE selects the instance's +# prebuilt image (repo already at /app) and INSTANCE_ID bakes its assets: +# docker build -f Dockerfile.hud --build-arg BASE=jefzda/sweap-images: \ +# --build-arg INSTANCE_ID= . +ARG BASE=repo-clone + +# ─── generic head: toolchain + target repo at /app ─── +FROM ubuntu:24.04 AS repo-clone + +RUN apt-get update -y \ + && apt-get install -y --no-install-recommends \ + bash build-essential ca-certificates curl git openssl \ + python-is-python3 python3 python3-dev python3-pip python3-venv util-linux \ + && rm -rf /var/lib/apt/lists/* \ + && update-ca-certificates + +# The sample tasks' test command uses the image's python; adjust per repo. +RUN pip3 install --break-system-packages pytest + +ARG REPO_URL="https://github.com/hud-evals/coding-template-sample" +# chown in the same RUN as the clone (a separate layer would duplicate /app): +# env.py serves agent shells as uid 1000, so the baked tree must be theirs. +# Doing it at build makes it free at runtime, whatever the repo's size. +RUN --mount=type=secret,id=CODING_GITHUB_TOKEN \ + if [ -f /run/secrets/CODING_GITHUB_TOKEN ]; then \ + auth="$(printf 'x-access-token:%s' "$(cat /run/secrets/CODING_GITHUB_TOKEN)" | openssl base64 -A)"; \ + git -c "http.extraHeader=Authorization: Basic ${auth}" clone "${REPO_URL}" /app; \ + else \ + git clone "${REPO_URL}" /app; \ + fi \ + && chown -R 1000:1000 /app +# Add a build step for the target repo here if it needs one (deps, compile). + +# ─── the served image: BASE + hud serving layer (+ instance assets) ─── +FROM ${BASE} + +# ".none" is a committed empty dir, so generic builds bake no instance and +# env.py serves only the generic coding-task template. +ARG INSTANCE_ID=".none" +COPY env.py /hud/env.py +COPY coding /hud/coding +COPY instances/${INSTANCE_ID}/ /hud/instance/ + +# Self-contained hud venv under /hud: bootstrap uv (with its own managed +# Python), never touching the base image's Python or site-packages. chmod 700 +# keeps the vault and instance assets out of the uid-dropped agent's reach. +RUN <<'INSTALL' +set -eu +export PATH="$HOME/.local/bin:$PATH" UV_INSTALL_DIR="$HOME/.local/bin" +command -v uv >/dev/null 2>&1 || { + { command -v curl >/dev/null 2>&1 || command -v wget >/dev/null 2>&1; } \ + || { apt-get update -qq && apt-get install -y -qq curl ca-certificates; } \ + || apk add --no-cache curl ca-certificates + { command -v curl >/dev/null 2>&1 && curl -LsSf https://astral.sh/uv/install.sh | sh; } \ + || { command -v wget >/dev/null 2>&1 && wget -qO- https://astral.sh/uv/install.sh | sh; } \ + || pip install -q -U uv +} +uv python install 3.12 +uv venv /hud/venv --python 3.12 +uv pip install --python /hud/venv/bin/python 'hud>=0.6.11' +chmod -R go-rwx /hud +INSTALL +ENV REPO_DIR=/app PYTHONPATH=/hud +EXPOSE 8765 +ENTRYPOINT [] +CMD ["/hud/venv/bin/hud", "serve", "/hud/env.py", "--host", "0.0.0.0", "--port", "8765"] diff --git a/environments/coding/README.md b/environments/coding/README.md new file mode 100644 index 000000000..ab145b9f1 --- /dev/null +++ b/environments/coding/README.md @@ -0,0 +1,99 @@ +# Coding Environment (HUD v6) + +A coding environment: the agent gets a git repo over a sandboxed **`ssh` workspace** (the +harness brings its own bash/file tools), and grading is diff-based — capture the agent's +changes, reset to the pre-agent snapshot, re-apply the diff, bring in the hidden tests, run +them. Generic tasks, SDLC workflow tasks, and SWE-bench Pro are flavors on this core. + +The agent never sees the answer key. Task setup moves the repo's real `.git` — which may hold +solution branches or the fix commit — into a vault outside the workspace and leaves a fresh +single-commit repo: git works normally, but there is no history, no refs, and no remotes. +Grading discards the agent's `.git`, restores the vault, and checks hidden tests out *after* +the agent's diff. In images, the vault and instance assets live under `/hud` (root, mode 700) +and agent shells drop to a non-root uid via `setpriv`. + +This directory is a self-contained uv project — run every command below from it (`hud init` +hands you a copy of it as your own environment package). + +## Layout + +- `env.py` — the environment: workspace wiring plus the three task templates. +- `coding/repo.py` — the shared repo lifecycle: vault, snapshot, diff capture, reset, apply. +- `coding/github.py` — mock GitHub for SDLC tasks: issue/PR store served as `github_*` tools. +- `coding/swe_bench_pro.py` — the SWE-bench Pro grading pipeline. +- `tasks.py` — sample generic and SDLC tasks. +- `swe_tasks.py` — the SWE-bench Pro task source: fetches instances and builds their images + when run; task rows when imported. +- `Dockerfile.hud` — the image definition for both flavors: `BASE` selects the generic + repo-clone head or a prebuilt instance image. + +## Generic tasks (`coding-task`) + +Point the env at a repo (`REPO_URL`; locally it clones per process, or bake it with +`Dockerfile.hud`) and parameterize the template: a `base_ref` to start from, a `test_ref` whose +`test_files` are the hidden tests (checked out from the vaulted history at grade time), and a +`test_command` scored by exit code. Tasks follow the 3-branch convention — `{task}_baseline` / +`{task}_test` / `{task}_golden`; `tasks.py` ships four sample bugs on +[coding-template-sample](https://github.com/hud-evals/coding-template-sample): + +```bash +uv sync +hud set HUD_API_KEY=your-key-here +hud eval tasks.py claude --task-ids sentry-fix -y --runtime local +``` + +## SDLC tasks (`sdlc-task`) + +The generic flavor plus workflow: the repo gets an `origin` remote (a bare mock-GitHub repo the +agent pushes to) and `github_*` MCP tools seeded with the task's issues. The deliverable is a +pushed branch with a pull request — grading checks the PR head out of the remote, brings in the +hidden tests, runs the test command (weight 0.8), and scores the PR itself (0.2): a structural +title/body check by default, or `pr_rubric` judged by `LLMJudgeGrader` when provided. See the +`sentry-fix-pr` sample in `tasks.py`: + +```bash +hud eval tasks.py claude --task-ids sentry-fix-pr -y --runtime local +``` + +## SWE-bench Pro tasks + +Each of the 731 public [SWE-bench Pro](https://github.com/scaleapi/SWE-bench_Pro-os) instances +ships a prebuilt image (`jefzda/sweap-images:`, `linux/amd64`) with the repo and toolchain +baked in. Running `swe_tasks.py` fetches the dataset row plus the official +`run_script.sh`/`parser.py` into `instances//` and builds `Dockerfile.hud` with the +instance's image as `BASE`, so the image serves this env from inside. Grading replays the +official evaluator: resolved iff every `fail_to_pass` **and** `pass_to_pass` test passes. + +```bash +uv run swe_tasks.py instance_NodeBB__NodeBB-04998908ba6721d64eba79ae3b65a351dcfbc5b5-vnan +hud eval swe_tasks.py claude --task-ids nodebb-04998908 +uv run swe_tasks.py ... --push registry.io/acme # push for cloud runtimes +``` + +## Tests + +```bash +uv run pytest tests/ -q --ignore=tests/test_integration.py # offline + hermetic local e2e +uv run pytest tests/test_integration.py -v # SWE-bench gold-patch check (Docker) +``` + +`test_local_rollout.py` runs the generic and SDLC flavors end to end against a fixture 3-branch +repo (no Docker or network): the golden ref grades 1.0 and the untouched baseline 0.0. The +integration suite is the same check for built SWE-bench Pro instances. + +## Caveats + +- Public benchmarks are public: a networked agent could fetch solutions from GitHub. Disable + network egress at the runtime layer if that matters for your run. +- Non-root local runs require bubblewrap. If it is unavailable, serving fails rather than + exposing vaulted answer-key refs to the agent process. +- The uid wall needs `setpriv` (util-linux) in the image; the repo path comes from `REPO_DIR` + (`/app` in instance images). +- The agent runs as uid 1000, so the baked repo must belong to it. The workspace only chowns + its own directory at start (O(1), keeps boot fast); the tree is owned where it's staged — + the generic build chowns `/app` in the clone step, and task setup re-chowns after root + mutates the worktree (checkout, vaulting). + +## Documentation + +See the [full docs](https://docs.hud.ai) for tasks, evaluation, and scaling. diff --git a/environments/coding/coding/__init__.py b/environments/coding/coding/__init__.py new file mode 100644 index 000000000..88280a271 --- /dev/null +++ b/environments/coding/coding/__init__.py @@ -0,0 +1,5 @@ +"""The coding environment's core: repo-lifecycle primitives and task flavors.""" + +from . import repo, swe_bench_pro + +__all__ = ["repo", "swe_bench_pro"] diff --git a/environments/coding/coding/github.py b/environments/coding/coding/github.py new file mode 100644 index 000000000..d07288e5f --- /dev/null +++ b/environments/coding/coding/github.py @@ -0,0 +1,158 @@ +"""A minimal mock GitHub for SDLC tasks. + +One in-process store holds issues (seeded per task) and the pull requests and +comments the agent creates; :func:`serve` publishes it as ``github_*`` MCP +tools over an ``mcp`` capability. The remote itself is a bare git repo on +disk (see :func:`coding.repo.create_remote`) — the agent pushes branches with +plain git and references them from pull requests here. +""" + +from __future__ import annotations + +import asyncio +import json +import socket +from dataclasses import asdict, dataclass, field +from typing import Any + +from fastmcp import FastMCP +from hud.capabilities import Capability + + +@dataclass +class Issue: + number: int + title: str + body: str + labels: list[str] = field(default_factory=list) + state: str = "open" + comments: list[str] = field(default_factory=list) + + +@dataclass +class PullRequest: + number: int + title: str + body: str + head: str + base: str + state: str = "open" + comments: list[str] = field(default_factory=list) + + +class MockGitHub: + """Issue/PR store with an action log (for rubric grading).""" + + def __init__(self) -> None: + self.issues: dict[int, Issue] = {} + self.pull_requests: dict[int, PullRequest] = {} + self.actions: list[dict[str, Any]] = [] + + def seed(self, issues: list[dict[str, Any]]) -> None: + """Reset the store to the task's fixtures.""" + self.issues = { + int(entry["number"]): Issue( + number=int(entry["number"]), + title=str(entry["title"]), + body=str(entry.get("body", "")), + labels=[str(label) for label in entry.get("labels", [])], + ) + for entry in issues + } + self.pull_requests = {} + self.actions = [] + + def _record(self, action: str, **details: Any) -> None: + self.actions.append({"action": action, **details}) + + # ─── operations (the tool surface) ──────────────────────────────── + + def list_issues(self) -> list[dict[str, Any]]: + return [asdict(issue) for issue in self.issues.values()] + + def get_issue(self, number: int) -> dict[str, Any]: + return asdict(self._issue(number)) + + def close_issue(self, number: int) -> dict[str, Any]: + issue = self._issue(number) + issue.state = "closed" + self._record("close_issue", number=number) + return asdict(issue) + + def comment_on_issue(self, number: int, body: str) -> dict[str, Any]: + issue = self._issue(number) + issue.comments.append(body) + self._record("comment_on_issue", number=number, body=body) + return asdict(issue) + + def create_pull_request(self, title: str, body: str, head: str, base: str) -> dict[str, Any]: + number = len(self.pull_requests) + 1 + pr = PullRequest(number=number, title=title, body=body, head=head, base=base) + self.pull_requests[number] = pr + self._record("create_pull_request", number=number, title=title, head=head) + return asdict(pr) + + def list_pull_requests(self) -> list[dict[str, Any]]: + return [asdict(pr) for pr in self.pull_requests.values()] + + def _issue(self, number: int) -> Issue: + if number not in self.issues: + raise ValueError(f"no such issue: #{number}") + return self.issues[number] + + # ─── grading views ──────────────────────────────────────────────── + + def latest_pull_request(self) -> PullRequest | None: + return next(reversed(self.pull_requests.values()), None) + + def transcript(self) -> str: + """Everything the agent did here, for rubric judging.""" + return json.dumps( + { + "issues": [asdict(issue) for issue in self.issues.values()], + "pull_requests": [asdict(pr) for pr in self.pull_requests.values()], + "actions": self.actions, + }, + indent=2, + ) + + +def serve(github: MockGitHub) -> tuple[asyncio.Task[None], Capability]: + """Serve *github* as ``github_*`` MCP tools; returns the server task + capability.""" + server: FastMCP = FastMCP(name="github") + + @server.tool + def github_list_issues() -> list[dict[str, Any]]: + """List all issues in the repository.""" + return github.list_issues() + + @server.tool + def github_get_issue(number: int) -> dict[str, Any]: + """Get one issue by number.""" + return github.get_issue(number) + + @server.tool + def github_close_issue(number: int) -> dict[str, Any]: + """Close an issue.""" + return github.close_issue(number) + + @server.tool + def github_comment_on_issue(number: int, body: str) -> dict[str, Any]: + """Add a comment to an issue.""" + return github.comment_on_issue(number, body) + + @server.tool + def github_create_pull_request(title: str, body: str, head: str, base: str = "main") -> dict[str, Any]: + """Open a pull request from branch *head* (already pushed to the remote) into *base*.""" + return github.create_pull_request(title, body, head, base) + + @server.tool + def github_list_pull_requests() -> list[dict[str, Any]]: + """List all pull requests.""" + return github.list_pull_requests() + + with socket.socket(socket.AF_INET, socket.SOCK_STREAM) as sock: + sock.bind(("127.0.0.1", 0)) + port = int(sock.getsockname()[1]) + task = asyncio.create_task(server.run_async(transport="http", host="127.0.0.1", port=port, show_banner=False)) + return task, Capability.mcp(name="github", url=f"http://127.0.0.1:{port}/mcp") diff --git a/environments/coding/coding/repo.py b/environments/coding/coding/repo.py new file mode 100644 index 000000000..04a3ca06a --- /dev/null +++ b/environments/coding/coding/repo.py @@ -0,0 +1,172 @@ +"""Git-history vaulting and diff-based grading primitives. + +The repo's real ``.git`` may contain the answer key — solution branches, the +fix commit, the hidden tests. Every task flavor shares this lifecycle: + +- setup (:func:`vault_history`): snapshot the pre-agent worktree into the + real history, move ``.git`` into a vault outside the workspace, and leave a + fresh single-commit repo — git works normally for the agent, but there is + no history, no refs, and no remotes. +- grading (:func:`restore_history` → :func:`capture_agent_diff` → + :func:`reset_worktree` → :func:`apply_diff`): discard the agent's ``.git`` + (hooks and history included), restore the vaulted history, capture the + agent's changes as a diff against the setup snapshot, reset the worktree to + that snapshot, and re-apply the diff. Hidden tests come from vaulted refs + and land after the agent's diff. + +The snapshot covers the whole worktree, so installed dependencies and build +artifacts survive into grading. +""" + +from __future__ import annotations + +import asyncio +import os +import shutil +from pathlib import Path + +_GIT_ID = ("-c", "user.name=hud-grader", "-c", "user.email=grader@hud.ai") +_SETUP_COMMIT = "setup_commit" + + +async def run( + *argv: str, + cwd: Path, + timeout: float = 600.0, + check: bool = True, +) -> tuple[int, str, str]: + """Run a command, returning ``(returncode, stdout, stderr)``. Kills on timeout.""" + proc = await asyncio.create_subprocess_exec( + *argv, + cwd=str(cwd), + stdout=asyncio.subprocess.PIPE, + stderr=asyncio.subprocess.PIPE, + ) + try: + out_bytes, err_bytes = await asyncio.wait_for(proc.communicate(), timeout=timeout) + except TimeoutError: + proc.kill() + await proc.wait() + raise TimeoutError(f"{' '.join(argv[:4])} timed out after {timeout:.0f}s") from None + out = out_bytes.decode("utf-8", "replace") + err = err_bytes.decode("utf-8", "replace") + if check and proc.returncode != 0: + detail = (err.strip() or out.strip())[:2000] + raise RuntimeError(f"{' '.join(argv)} failed ({proc.returncode}): {detail}") + return proc.returncode if proc.returncode is not None else 1, out, err + + +async def git(repo: Path, *args: str, timeout: float = 600.0, check: bool = True) -> tuple[int, str, str]: + return await run("git", *_GIT_ID, *args, cwd=repo, timeout=timeout, check=check) + + +def _append_git_exclude(git_dir: Path) -> None: + """Keep the workspace's SSH credential dir out of snapshots and diffs.""" + exclude = git_dir / "info" / "exclude" + exclude.parent.mkdir(parents=True, exist_ok=True) + with exclude.open("a", encoding="utf-8") as fh: + fh.write("\n.hud/\n") + + +async def vault_history(repo: Path, vault: Path) -> None: + """Snapshot the pre-agent state, then hide the repo's history in *vault*.""" + if (vault / "git").exists(): + raise RuntimeError(f"vault {vault} already holds a history: one task per substrate") + + if hasattr(os, "geteuid") and os.geteuid() == 0: + # Grade-time git runs as root on the (chowned) agent-owned repo; git + # honors safe.directory only from system/global config, never from -c. + await run("git", "config", "--global", "--add", "safe.directory", str(repo), cwd=Path("/")) + + _append_git_exclude(repo / ".git") + await git(repo, "add", "-A") + await git(repo, "commit", "-q", "--allow-empty", "-m", "hud: pre-agent snapshot") + _, sha, _ = await git(repo, "rev-parse", "HEAD") + + vault.mkdir(parents=True, exist_ok=True) + (vault / _SETUP_COMMIT).write_text(sha.strip(), "utf-8") + shutil.move(str(repo / ".git"), str(vault / "git")) + + await git(repo, "init", "-q", ".") + _append_git_exclude(repo / ".git") + await git(repo, "add", "-A") + await git(repo, "commit", "-q", "--allow-empty", "-m", "baseline") + + +async def create_remote(repo: Path, remote: Path, ref: str, *, branch: str = "main") -> None: + """A bare "GitHub" remote holding *ref*'s history as *branch*. + + Pushing a single ref publishes only its ancestry — sibling answer-key + branches (hidden tests, golden fix) stay unreachable, while the agent + still gets realistic past history to work with. + """ + remote.parent.mkdir(parents=True, exist_ok=True) + await git(remote.parent, "init", "-q", "--bare", "-b", branch, str(remote)) + await git(repo, "push", "-q", str(remote), f"{ref}:refs/heads/{branch}") + + +async def attach_to_remote(repo: Path, remote: Path, *, branch: str = "main") -> None: + """Point the agent's fresh repo at the remote, sharing its (sanitized) history. + + Called after :func:`vault_history`: the throwaway single-commit repo is + replaced by the remote's clone state — same worktree, but with ``origin`` + configured and history the agent can branch from and push back to. + """ + shutil.rmtree(repo / ".git") + await git(repo, "init", "-q", "-b", branch, ".") + _append_git_exclude(repo / ".git") + await git(repo, "remote", "add", "origin", str(remote)) + await git(repo, "fetch", "-q", "origin") + # Adopt the remote's history without a checkout: the worktree already + # matches (plus untracked build artifacts a checkout would refuse to + # cross), so point the branch at origin and sync only the index. + await git(repo, "update-ref", f"refs/heads/{branch}", f"refs/remotes/origin/{branch}") + await git(repo, "reset", "-q") + await git(repo, "branch", "-q", f"--set-upstream-to=origin/{branch}", branch) + + +async def restore_history(repo: Path, vault: Path) -> str: + """Swap the agent's throwaway ``.git`` for the vaulted real history. + + Returns the setup-snapshot commit sha recorded by :func:`vault_history`. + """ + agent_git = repo / ".git" + if agent_git.exists(): + shutil.rmtree(agent_git) + shutil.move(str(vault / "git"), str(agent_git)) + return (vault / _SETUP_COMMIT).read_text("utf-8").strip() + + +async def capture_agent_diff(repo: Path, setup_commit: str) -> str: + """The agent's changes: setup snapshot -> final worktree state. + + Runs on the restored real history: the final worktree (including files the + agent added) is committed and diffed against the snapshot. + """ + await git(repo, "add", "-A") + await git(repo, "commit", "-q", "--allow-empty", "-m", "hud: final snapshot") + _, final, _ = await git(repo, "rev-parse", "HEAD") + return await diff_refs(repo, setup_commit, final.strip()) + + +async def diff_refs(repo: Path, before: str, after: str) -> str: + """Return an applyable patch between two refs, including binary changes.""" + _, diff, _ = await git(repo, "diff", "--binary", before, after, timeout=1200.0) + return diff + + +async def reset_worktree(repo: Path, setup_commit: str) -> None: + await git(repo, "reset", "--hard", setup_commit) + await git(repo, "clean", "-fd") + + +async def apply_diff(repo: Path, diff: str, patch_path: Path) -> str | None: + """Apply *diff* to the worktree; returns git's error output on failure.""" + if not diff.strip(): + return None + patch_path.parent.mkdir(parents=True, exist_ok=True) + patch_path.write_text(diff, "utf-8") + code, out, err = await git(repo, "apply", "-v", str(patch_path), check=False) + if code != 0: + return (err.strip() or out.strip())[-4000:] + return None diff --git a/environments/coding/coding/swe_bench_pro.py b/environments/coding/coding/swe_bench_pro.py new file mode 100644 index 000000000..da655cfc4 --- /dev/null +++ b/environments/coding/coding/swe_bench_pro.py @@ -0,0 +1,149 @@ +"""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) diff --git a/environments/coding/env.py b/environments/coding/env.py new file mode 100644 index 000000000..ea9f087ec --- /dev/null +++ b/environments/coding/env.py @@ -0,0 +1,338 @@ +"""Coding environment (HUD v6): a repo workspace with diff-based grading. + +The env publishes one ``ssh`` workspace over a git repo; the agent's harness +brings its own bash/file tools. Task setup vaults the repo's real history +(:mod:`coding.repo`) so the agent gets a fresh single-commit repo with working +git but no answer-key refs; grading captures the agent's changes as a diff, +resets to the pre-agent snapshot, re-applies, brings in the hidden tests, and +runs them. + +Three task templates: + +- ``coding-task`` — hidden tests live as refs in the repo's vaulted history + (the ``{task}_baseline`` / ``{task}_test`` / ``{task}_golden`` branch + convention) and a shell command scores by exit code. Runs locally (clones + ``REPO_URL`` per process) or from an image that bakes the repo. +- ``sdlc-task`` — adds workflow: a bare mock-GitHub remote the agent pushes + to, ``github_*`` issue/PR tools (:mod:`coding.github`), and grading over + the pushed pull-request branch instead of the worktree. +- one SWE-bench Pro instance template, registered only when an instance dir + is baked in (see ``swe_tasks.py``): grading replays the official evaluator + (:mod:`coding.swe_bench_pro`). + +Images set ``REPO_DIR``; locally everything lives in per-process temp dirs. +The vault and instance assets sit outside the workspace — under ``/hud`` +(root, mode 700) in images — and agent shells drop to a non-root uid, so only +the env process can read them. +""" + +from __future__ import annotations + +import asyncio +import logging +import os +import shutil +import tempfile +from pathlib import Path +from typing import Any + +from hud.environment import Environment, Workspace +from hud.graders import BashGrader, EvaluationResult, LLMJudgeGrader, SubScore, combine +from hud.settings import settings + +from coding import repo as repo_lib +from coding import swe_bench_pro as swe +from coding.github import MockGitHub +from coding.github import serve as serve_github + +logger = logging.getLogger(__name__) + +# ─── substrate layout ──────────────────────────────────────────────────── +# Images set REPO_DIR (and ship the repo); locally everything lives in +# per-process temp dirs and the repo is cloned from REPO_URL at startup. + +_explicit_repo = os.environ.get("REPO_DIR") +if _explicit_repo: + REPO_DIR = Path(_explicit_repo) + VAULT_DIR = Path(os.environ.get("VAULT_DIR", "/hud/vault")) + LOGS_DIR = Path(os.environ.get("GRADING_LOGS_DIR", "/hud/logs")) + _LOCAL_SUBSTRATE = False +else: + _LOCAL_ROOT = Path(tempfile.gettempdir()) / "hud-coding" + REPO_DIR = _LOCAL_ROOT / f"repo-{os.getpid()}" + VAULT_DIR = _LOCAL_ROOT / f"vault-{os.getpid()}" + LOGS_DIR = _LOCAL_ROOT / f"logs-{os.getpid()}" + _LOCAL_SUBSTRATE = True + +# The SDLC flavor's mock-GitHub remote: a bare repo the agent pushes to. It +# must be writable by the agent, so it lives outside /hud. +REMOTE_DIR = ( + Path(os.environ.get("REMOTE_DIR", "/srv/git/project.git")) + if _explicit_repo + else _LOCAL_ROOT / f"remote-{os.getpid()}" / "project.git" +) + +REPO_URL = os.environ.get("REPO_URL", "https://github.com/hud-evals/coding-template-sample") +TESTS_TIMEOUT = float(os.environ.get("GRADING_TIMEOUT", "3600")) + +INSTANCE_DIR = Path(os.environ.get("INSTANCE_DIR", "/hud/instance")) + +AGENT_UID = 1000 +AGENT_HOME = Path("/tmp/agent-home") # noqa: S108 - container-local, created at setup + +env = Environment(name="coding") + +_ws: Workspace | None = None +_github = MockGitHub() +_github_server: asyncio.Task[None] | None = None + + +@env.initialize +async def _up() -> None: + global _github_server, _ws + is_root = hasattr(os, "geteuid") and os.geteuid() == 0 + _ws = Workspace( + REPO_DIR, + guest_path=str(REPO_DIR), + network=True, + env={"HOME": str(AGENT_HOME)}, + track_files=settings.file_tracking_enabled, + shell_uid=AGENT_UID, + require_isolation=not is_root, + ) + if _LOCAL_SUBSTRATE and not (REPO_DIR / ".git").exists(): + REPO_DIR.parent.mkdir(parents=True, exist_ok=True) + logger.info("cloning %s into %s", REPO_URL, REPO_DIR) + await repo_lib.run("git", "clone", "-q", REPO_URL, str(REPO_DIR), cwd=REPO_DIR.parent) + await _ws.start() + env.add_capability(_ws.capability("shell")) + if _ws.tracks_files: + env.add_capability(_ws.file_tracking_capability()) + _github_server, github_capability = serve_github(_github) + env.add_capability(github_capability) + + +@env.shutdown +async def _down() -> None: + global _ws + if _github_server is not None: + _github_server.cancel() + if _ws is not None: + await _ws.stop() + _ws = None + if _LOCAL_SUBSTRATE: + for path in (REPO_DIR, VAULT_DIR, LOGS_DIR, REMOTE_DIR.parent): + shutil.rmtree(path, ignore_errors=True) + + +# ─── shared task lifecycle ─────────────────────────────────────────────── + + +async def _setup(base_ref: str | None = None, *, remote: bool = False) -> None: + """Check out the task's baseline, vault the history, hand the repo to the agent. + + With ``remote=True`` (the SDLC flavor) a bare "GitHub" remote is created + from the baseline first, and the agent's repo is attached to it as a + normal clone would be — realistic history, pushes, and branches, but no + reachable answer-key refs. + """ + if base_ref: + await repo_lib.git(REPO_DIR, "checkout", "-qf", base_ref) + if remote: + await repo_lib.create_remote(REPO_DIR, REMOTE_DIR, base_ref or "HEAD") + await repo_lib.vault_history(REPO_DIR, VAULT_DIR) + if remote: + await repo_lib.attach_to_remote(REPO_DIR, REMOTE_DIR) + if hasattr(os, "geteuid") and os.geteuid() == 0: + AGENT_HOME.mkdir(parents=True, exist_ok=True) + uid = f"{AGENT_UID}:{AGENT_UID}" + paths = [str(REPO_DIR), str(AGENT_HOME)] + ([str(REMOTE_DIR)] if remote else []) + await repo_lib.run("chown", "-R", uid, *paths, cwd=Path("/")) + if remote: + # The grader (root) pushes to and clones from the agent-owned remote. + await repo_lib.run("git", "config", "--global", "--add", "safe.directory", str(REMOTE_DIR), cwd=Path("/")) + + +# ─── generic flavor ────────────────────────────────────────────────────── + + +async def _grade_generic( + test_command: str, + base_ref: str | None, + test_ref: str | None, + test_files: list[str] | None, + golden_ref: str | None, + validate_mode: str | None, +) -> EvaluationResult: + setup_commit = await repo_lib.restore_history(REPO_DIR, VAULT_DIR) + if validate_mode == "golden": + if not (base_ref and golden_ref): + raise ValueError('validate_mode="golden" needs base_ref and golden_ref') + diff = await repo_lib.diff_refs(REPO_DIR, base_ref, golden_ref) + else: + diff = await repo_lib.capture_agent_diff(REPO_DIR, setup_commit) + + 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}) + if test_ref: + # Hidden tests come from the vaulted history, after the agent's diff — + # so agent edits to them never survive into grading. + await repo_lib.git(REPO_DIR, "checkout", test_ref, "--", *(test_files or ["."])) + + command = test_command.replace("{test_files}", " ".join(test_files or [])) + return await combine( + BashGrader.grade(weight=1.0, command=command, cwd=str(REPO_DIR), timeout_seconds=int(TESTS_TIMEOUT)) + ) + + +@env.template(id="coding-task", description="Fix a bug in the repo; hidden tests grade the diff.") +async def coding_task( + description: str, + test_command: str, + base_ref: str | None = None, + test_ref: str | None = None, + test_files: list[str] | None = None, + golden_ref: str | None = None, + validate_mode: str | None = None, +): + """Generic coding task. + + ``base_ref`` is the agent's starting state; ``test_ref`` holds the hidden + tests (``test_files`` are checked out from it at grade time); + ``test_command`` scores by exit code, with ``{test_files}`` expanded. + ``validate_mode="golden"`` grades ``base_ref..golden_ref`` instead of + agent edits. + """ + if validate_mode not in (None, "golden"): + raise ValueError(f"unknown validate_mode: {validate_mode!r}") + await _setup(base_ref) + _ = yield ( + f"You are working in a coding repository located at {REPO_DIR}.\n\n" + "Use the tools provided to complete the following task. Hidden tests grade your " + f"work when you finish; do not modify existing tests.\n\n{description}" + ) + yield await _grade_generic(test_command, base_ref, test_ref, test_files, golden_ref, validate_mode) + + +# ─── SDLC flavor: issue-driven fix, graded on the pushed PR branch ─────── + + +async def _grade_sdlc( + test_command: str, + test_ref: str, + test_files: list[str], + golden_ref: str | None, + pr_rubric: str | None, + validate_mode: str | None, +) -> EvaluationResult: + if validate_mode == "golden": + # Simulate the workflow the agent is graded on: push the reference + # fix as a branch and open a pull request for it. + if not golden_ref: + raise ValueError('validate_mode="golden" needs golden_ref') + await repo_lib.git(VAULT_DIR / "git", "push", "-q", str(REMOTE_DIR), f"{golden_ref}:refs/heads/golden-fix") + _github.create_pull_request( + "Fix the reported bug", "Applies the reference fix.", head="golden-fix", base="main" + ) + + pr = _github.latest_pull_request() + if pr is None: + return EvaluationResult(reward=0.0, content="no pull request was opened") + + await repo_lib.restore_history(REPO_DIR, VAULT_DIR) + code, _, err = await repo_lib.git( + REPO_DIR, + "fetch", + "-q", + str(REMOTE_DIR), + f"refs/heads/{pr.head}", + check=False, + ) + if code != 0: + return EvaluationResult( + reward=0.0, + content=f"pull request head branch {pr.head!r} was never pushed", + info={"git_fetch": err.strip()[-2000:]}, + ) + + await repo_lib.reset_worktree(REPO_DIR, "FETCH_HEAD") + await repo_lib.git(REPO_DIR, "checkout", test_ref, "--", *test_files) + + command = test_command.replace("{test_files}", " ".join(test_files)) + quality: Any + if pr_rubric: + quality = LLMJudgeGrader.grade(weight=0.2, answer=_github.transcript(), criteria=[pr_rubric]) + else: + opened_well = bool(pr.title.strip() and pr.body.strip()) + quality = SubScore(name="pull_request", value=1.0 if opened_well else 0.0, weight=0.2) + return await combine( + BashGrader.grade(weight=0.8, command=command, cwd=str(REPO_DIR), timeout_seconds=int(TESTS_TIMEOUT)), + quality, + ) + + +@env.template( + id="sdlc-task", + description="Issue-driven bug fix: fix the code, push a branch, open a pull request.", +) +async def sdlc_task( + description: str, + test_command: str, + base_ref: str, + test_ref: str, + test_files: list[str], + issues: list[dict[str, Any]] | None = None, + golden_ref: str | None = None, + pr_rubric: str | None = None, + validate_mode: str | None = None, +): + """The generic flavor plus workflow: the repo has an ``origin`` remote (a + bare mock-GitHub repo) and ``github_*`` tools seeded with *issues*; the + deliverable is a pushed branch with a pull request. Grading checks the PR + head out of the remote, brings in the hidden tests, runs ``test_command`` + (weight 0.8), and scores the PR itself (weight 0.2) — structurally, or + against ``pr_rubric`` with an LLM judge when provided. + """ + if validate_mode not in (None, "golden"): + raise ValueError(f"unknown validate_mode: {validate_mode!r}") + _github.seed(issues or []) + await _setup(base_ref, remote=True) + _ = yield ( + f"You are working in a coding repository located at {REPO_DIR}; its `origin` remote " + "is the team's shared repository, and the `github_*` tools give you the team's " + "issue tracker.\n\n" + "Complete the following task. When you are done, push your work to `origin` as a " + "new branch and open a pull request for it with `github_create_pull_request`. " + "Hidden tests grade your work; do not modify existing tests.\n\n" + f"{description}" + ) + yield await _grade_sdlc(test_command, test_ref, test_files, golden_ref, pr_rubric, validate_mode) + + +# ─── SWE-bench Pro flavor (present only in baked instance images) ──────── + +if (INSTANCE_DIR / "instance.json").is_file(): + INSTANCE = swe.load_instance(INSTANCE_DIR) + + @env.template( + id=INSTANCE["instance_id"], + description=f"SWE-bench Pro instance on {INSTANCE['repo']}", + ) + async def swe_bench_pro_task(validate_mode: str | None = None): + """One SWE-bench Pro rollout. ``validate_mode="golden"`` grades the + dataset's golden patch instead of agent edits (gold-patch validation).""" + if validate_mode not in (None, "golden"): + raise ValueError(f"unknown validate_mode: {validate_mode!r}") + await _setup() + _ = yield swe.build_prompt(INSTANCE, REPO_DIR) + yield await swe.grade( + INSTANCE, + INSTANCE_DIR, + REPO_DIR, + VAULT_DIR, + LOGS_DIR, + validate_mode=validate_mode, + tests_timeout=TESTS_TIMEOUT, + ) diff --git a/environments/coding/instances/.none/.gitkeep b/environments/coding/instances/.none/.gitkeep new file mode 100644 index 000000000..e69de29bb diff --git a/environments/coding/pyproject.toml b/environments/coding/pyproject.toml new file mode 100644 index 000000000..7a6d307e3 --- /dev/null +++ b/environments/coding/pyproject.toml @@ -0,0 +1,34 @@ +[project] +name = "coding-env" +version = "0.1.0" +description = "Native coding environment (HUD v6) with hermetic diff grading; generic tasks and SWE-bench Pro as flavors" +requires-python = ">=3.11,<3.13" +dependencies = [ "hud>=0.6.11", "httpx>=0.27.0", "pytest>=8.0.0", "pytest-asyncio>=0.23.0",] + +[build-system] +requires = [ "hatchling",] +build-backend = "hatchling.build" + +[project.optional-dependencies] +dev = [ "ruff==0.11.2",] + +[tool.ruff] +target-version = "py311" +line-length = 120 + +[tool.ruff.lint] +select = [ "E", "F", "B", "I", "C4", "UP",] +ignore = [ "E501",] +fixable = [ "ALL",] +unfixable = [] + +[tool.ruff.format] +quote-style = "double" +indent-style = "space" +line-ending = "auto" + +[tool.pytest.ini_options] +markers = [ "integration: requires Docker and built instance images",] + +[tool.hatch.build.targets.wheel] +packages = [ ".",] diff --git a/environments/coding/swe_tasks.py b/environments/coding/swe_tasks.py new file mode 100644 index 000000000..b5d46bb48 --- /dev/null +++ b/environments/coding/swe_tasks.py @@ -0,0 +1,166 @@ +"""The SWE-bench Pro task source: fetch instances, build their images, mint rows. + +Run as a script to add instances — it fetches the dataset row (HuggingFace) +and the official ``run_script.sh`` + ``parser.py`` (scaleapi/SWE-bench_Pro-os) +into ``instances//``, then builds ``Dockerfile.hud`` with the instance's +prebuilt image (``jefzda/sweap-images:``) as ``BASE`` and its +assets baked in; image refs land in ``.hud-images.json``:: + + uv run swe_tasks.py instance_NodeBB__NodeBB-04998908...-vnan + uv run swe_tasks.py ... --push registry.io/acme # push for cloud runtimes + uv run swe_tasks.py ... --fetch-only + +Imported, it exposes one ``Task`` row per fetched instance, stamped with its +image so container placements run each instance in its own image:: + + hud eval swe_tasks.py claude + hud eval swe_tasks.py claude --task-ids nodebb-04998908 + +The environment lives inside the image (``env.py`` plus the baked instance +assets). This module must not import it: rows whose module declares no env +are routed to their images instead of a local serve. +""" + +from __future__ import annotations + +import argparse +import json +import subprocess +import sys +import urllib.parse +from pathlib import Path +from typing import Any + +import httpx +from hud.eval import Task +from hud.eval.runtime import RuntimeConfig + +ROOT = Path(__file__).resolve().parent +INSTANCES_DIR = ROOT / "instances" +IMAGES_MANIFEST = ROOT / ".hud-images.json" + +DATASET_API = "https://datasets-server.huggingface.co/filter" +SCRIPTS_RAW = "https://raw.githubusercontent.com/scaleapi/SWE-bench_Pro-os/main/run_scripts" +BASE_IMAGE = "jefzda/sweap-images" + + +# ─── task rows ─────────────────────────────────────────────────────────── + + +def _slug(row: dict[str, Any]) -> str: + """A short, readable slug: repo tail + commit prefix. + + ``instance_NodeBB__NodeBB-04998908...-vnan`` -> ``nodebb-04998908``. + """ + repo_tail = row["repo"].split("/")[-1].lower() + commit = row["instance_id"].removeprefix(f"instance_{row['repo'].replace('/', '__')}-") + return f"{repo_tail}-{commit[:8]}" + + +def _load() -> list[Task]: + images: dict[str, str] = json.loads(IMAGES_MANIFEST.read_text("utf-8")) if IMAGES_MANIFEST.is_file() else {} + rows = [ + json.loads((instance_dir / "instance.json").read_text("utf-8")) + for instance_dir in sorted(INSTANCES_DIR.iterdir() if INSTANCES_DIR.is_dir() else []) + if (instance_dir / "instance.json").is_file() + ] + return [ + Task( + env="coding", + id=row["instance_id"], + slug=_slug(row), + columns={ + "repo": row["repo"], + "language": row["repo_language"], + "categories": row["issue_categories"], + }, + runtime_config=(RuntimeConfig(image=images[row["instance_id"]]) if row["instance_id"] in images else None), + ) + for row in rows + ] + + +tasks = _load() + + +# ─── instance fetching + image builds (script mode) ────────────────────── + + +def fetch_instance(client: httpx.Client, instance_id: str) -> dict[str, Any]: + """One dataset row by instance id, via the datasets-server filter API.""" + where = urllib.parse.quote(f"\"instance_id\"='{instance_id}'") + url = f"{DATASET_API}?dataset=ScaleAI%2FSWE-bench_Pro&config=default&split=test&where={where}&length=1" + payload = client.get(url).raise_for_status().json() + rows = payload.get("rows", []) + if not rows: + raise SystemExit(f"instance not found in ScaleAI/SWE-bench_Pro: {instance_id}") + return rows[0]["row"] + + +def fetch_assets(instance_id: str) -> dict[str, Any]: + """Fetch the row + official scripts into ``instances//``. Idempotent.""" + target = INSTANCES_DIR / instance_id + row_path = target / "instance.json" + if row_path.is_file(): + print(f"[{instance_id}] assets cached") + return json.loads(row_path.read_text("utf-8")) + target.mkdir(parents=True, exist_ok=True) + with httpx.Client(timeout=60.0, follow_redirects=True) as client: + row = fetch_instance(client, instance_id) + for name in ("run_script.sh", "parser.py"): + text = client.get(f"{SCRIPTS_RAW}/{instance_id}/{name}").raise_for_status().text + (target / name).write_text(text, encoding="utf-8", newline="\n") + row_path.write_text(json.dumps(row, indent=2) + "\n", encoding="utf-8", newline="\n") + print(f"[{instance_id}] fetched row + scripts") + return row + + +def build(instance_id: str, row: dict[str, Any], push: str | None) -> str: + """Build (and optionally push) the instance image: Dockerfile.hud with the + instance's prebuilt image as BASE and its assets baked in.""" + ref = f"{push}/swe-bench-pro:{instance_id}" if push else f"hud-swe-bench-pro:{instance_id}" + subprocess.run( + [ + "docker", + "build", + "--platform", + "linux/amd64", + "--build-arg", + f"BASE={BASE_IMAGE}:{row['dockerhub_tag']}", + "--build-arg", + f"INSTANCE_ID={instance_id}", + "--tag", + ref, + "--file", + str(ROOT / "Dockerfile.hud"), + str(ROOT), + ], + check=True, + ) + if push: + subprocess.run(["docker", "push", ref], check=True) + return ref + + +def main() -> None: + parser = argparse.ArgumentParser(description="Fetch SWE-bench Pro instances and build their images.") + parser.add_argument("instance_ids", nargs="+", help="SWE-bench Pro instance ids") + parser.add_argument("--push", help="registry prefix to push built images to") + parser.add_argument("--fetch-only", action="store_true", help="fetch assets, skip builds") + args = parser.parse_args() + + images: dict[str, str] = json.loads(IMAGES_MANIFEST.read_text("utf-8")) if IMAGES_MANIFEST.is_file() else {} + for instance_id in args.instance_ids: + row = fetch_assets(instance_id) + if args.fetch_only: + continue + images[instance_id] = build(instance_id, row, args.push) + print(f"[{instance_id}] image {images[instance_id]}") + + if not args.fetch_only: + IMAGES_MANIFEST.write_text(json.dumps(images, indent=2) + "\n", encoding="utf-8") + print(f"manifest: {IMAGES_MANIFEST}") + + +if __name__ == "__main__": + sys.exit(main()) diff --git a/environments/coding/tasks.py b/environments/coding/tasks.py new file mode 100644 index 000000000..031aa5f31 --- /dev/null +++ b/environments/coding/tasks.py @@ -0,0 +1,110 @@ +"""Sample tasks: four bugs in the sample repo, plus one SDLC variant. + +Each row parameterizes a template from ``env.py`` with the 3-branch +convention — ``{task}_baseline`` (starting state), ``{task}_test`` (hidden +tests), ``{task}_golden`` (reference fix) — as refs in the repo the env +serves (``REPO_URL``, default +https://github.com/hud-evals/coding-template-sample):: + + hud eval tasks.py claude --task-ids sentry-fix -y --runtime local + hud eval tasks.py claude --full + +SWE-bench Pro rows live in ``swe_tasks.py``. +""" + +from env import coding_task, env, sdlc_task # noqa: F401 (env re-exported for `hud eval tasks.py`) + +TEST_COMMAND = "python3 -m pytest -q {test_files}" + + +def _bug(slug: str, task_id: str, description: str, test_files: list[str]): + task = coding_task( + description=description, + test_command=TEST_COMMAND, + base_ref=f"origin/{task_id}_baseline", + test_ref=f"origin/{task_id}_test", + golden_ref=f"origin/{task_id}_golden", + test_files=test_files, + ) + task.slug = slug + return task + + +tasks = [ + _bug( + "sentry-fix", + "sentry_fix", + "Fix a crash in the user profile endpoint.\n\n" + "The user profile service crashes with a KeyError for certain users. Some users\n" + "have incomplete profile data — their `profile` field may be None or missing\n" + "entirely. The service works fine for users with complete profiles but fails for\n" + "others. Investigate and fix the error handling in the user service.\n\n" + "Expected behavior when a user has no profile (the `profile` field is None or\n" + "absent): fall back to the user's top-level `name` for the display name and use an\n" + "empty string for the bio. Users with a complete profile keep their existing\n" + "`display_name` and `bio`.", + ["test_user_service.py"], + ), + _bug( + "notif-bug", + "notif_bug", + "Fix the broken notification system.\n\n" + "The notification system is completely silent — no notifications are generated when\n" + "tasks are created, assigned, or completed. The event handlers are registered and\n" + "the notification service is initialized, but events never reach their handlers.\n" + "Investigate the event routing pipeline and fix the issue.", + ["test_notifications.py"], + ), + _bug( + "settings-v2", + "settings_v2", + "Fix disappearing fields in API responses.\n\n" + "API responses for the settings and user endpoints are randomly dropping fields\n" + "that have values like 0, false, or empty string. Direct key lookups work fine,\n" + "but when responses are serialized to JSON, certain valid fields disappear. The\n" + "issue affects multiple endpoints and seems related to how data is iterated over\n" + "during serialization.", + ["test_settings.py"], + ), + _bug( + "webhook-bug", + "webhook_bug", + "Fix inconsistent webhook notification channels.\n\n" + "Webhook notifications work correctly on the first request for a given event type,\n" + "but subsequent requests for the same event type produce incorrect or duplicated\n" + "notification channels. The issue gets worse with repeated requests — channels\n" + "accumulate and sort order changes unexpectedly.", + ["test_notifications.py"], + ), +] + + +# The SDLC variant of sentry-fix: same bug, but the task arrives as a GitHub +# issue and the deliverable is a pushed branch with a pull request. +_sentry_fix_pr = sdlc_task( + description=( + "Issue #42 in the tracker reports a crash in the user profile endpoint. " + "Read the issue with the github tools, fix the bug, and ship the fix " + "through the normal review workflow." + ), + test_command=TEST_COMMAND, + base_ref="origin/sentry_fix_baseline", + test_ref="origin/sentry_fix_test", + golden_ref="origin/sentry_fix_golden", + test_files=["test_user_service.py"], + issues=[ + { + "number": 42, + "title": "KeyError crash on user profile endpoint", + "body": ( + "Some users crash the profile endpoint with a KeyError — their `profile` " + "field can be None or missing. Expected: fall back to the top-level `name` " + "for the display name and an empty string for the bio; users with a " + "complete profile keep their existing `display_name` and `bio`." + ), + "labels": ["bug"], + } + ], +) +_sentry_fix_pr.slug = "sentry-fix-pr" +tasks.append(_sentry_fix_pr) diff --git a/environments/coding/tests/__init__.py b/environments/coding/tests/__init__.py new file mode 100644 index 000000000..e69de29bb diff --git a/environments/coding/tests/conftest.py b/environments/coding/tests/conftest.py new file mode 100644 index 000000000..3e0a8b9f7 --- /dev/null +++ b/environments/coding/tests/conftest.py @@ -0,0 +1,16 @@ +"""Shared fixtures for the SWE-bench Pro environment tests. + +``env.py`` loads its instance from ``INSTANCE_DIR`` at import (in an instance +image that is ``/hud/instance``); the offline tests point it at a small +fixture instance before anything imports it. +""" + +import os +import sys +from pathlib import Path + +PROJECT_ROOT = Path(__file__).resolve().parent.parent +if str(PROJECT_ROOT) not in sys.path: + sys.path.insert(0, str(PROJECT_ROOT)) + +os.environ.setdefault("INSTANCE_DIR", str(Path(__file__).parent / "fixtures" / "instance")) diff --git a/environments/coding/tests/fixtures/instance/instance.json b/environments/coding/tests/fixtures/instance/instance.json new file mode 100644 index 000000000..fbe336078 --- /dev/null +++ b/environments/coding/tests/fixtures/instance/instance.json @@ -0,0 +1,18 @@ +{ + "repo": "acme/widgets", + "instance_id": "instance_acme__widgets-0000000000000000000000000000000000000000-vnan", + "base_commit": "0000000000000000000000000000000000000000", + "patch": "diff --git a/widgets.py b/widgets.py\n--- a/widgets.py\n+++ b/widgets.py\n@@ -1 +1 @@\n-BROKEN = True\n+BROKEN = False\n", + "test_patch": "", + "problem_statement": "Widgets are broken.", + "requirements": "- Widgets should not be broken.", + "interface": "", + "repo_language": "py", + "fail_to_pass": "['tests/test_widgets.py | test_widgets_work', \"tests/test_widgets.py | test_widgets_don't_break\"]", + "pass_to_pass": "['tests/test_widgets.py | test_existing_behavior']", + "issue_specificity": "[\"minor_bug\"]", + "issue_categories": "[\"back_end_knowledge\"]", + "before_repo_set_cmd": "git reset --hard 0000000000000000000000000000000000000000\ngit clean -fd \ngit checkout 0000000000000000000000000000000000000000 \ngit checkout 1111111111111111111111111111111111111111 -- tests/test_widgets.py", + "selected_test_files_to_run": "[\"tests/test_widgets.py\"]", + "dockerhub_tag": "acme.widgets-acme__widgets-0000000000000000000000000000000000000000" +} diff --git a/environments/coding/tests/fixtures/instance/parser.py b/environments/coding/tests/fixtures/instance/parser.py new file mode 100644 index 000000000..8e38d73d5 --- /dev/null +++ b/environments/coding/tests/fixtures/instance/parser.py @@ -0,0 +1,8 @@ +"""Fixture stand-in for an official per-instance parser: reports no tests.""" + +import json +import sys + +if __name__ == "__main__": + with open(sys.argv[3], "w") as f: + json.dump({"tests": []}, f) diff --git a/environments/coding/tests/fixtures/instance/run_script.sh b/environments/coding/tests/fixtures/instance/run_script.sh new file mode 100644 index 000000000..4eebf6039 --- /dev/null +++ b/environments/coding/tests/fixtures/instance/run_script.sh @@ -0,0 +1,3 @@ +#!/bin/bash +# Fixture stand-in for an official per-instance run script. +echo "running: $@" diff --git a/environments/coding/tests/test_env.py b/environments/coding/tests/test_env.py new file mode 100644 index 000000000..f93fe8ea2 --- /dev/null +++ b/environments/coding/tests/test_env.py @@ -0,0 +1,31 @@ +"""In-process wiring smoke tests (no Docker): the served surface is well-formed.""" + +import json +from pathlib import Path + +from env import env + +FIXTURE_INSTANCE = json.loads((Path(__file__).parent / "fixtures" / "instance" / "instance.json").read_text("utf-8")) + + +def test_env_identity(): + assert env.name == "coding" + + +def test_generic_template_registered(): + assert "coding-task" in env.tasks + assert env.tasks["coding-task"].manifest_entry()["id"] == "coding-task" + + +def test_swe_bench_template_registered_when_instance_baked(): + """conftest points INSTANCE_DIR at the fixture instance, as an instance image would.""" + instance_id = FIXTURE_INSTANCE["instance_id"] + assert instance_id in env.tasks + assert env.tasks[instance_id].manifest_entry()["id"] == instance_id + + +def test_private_clone_does_not_persist_the_build_secret(): + dockerfile = (Path(__file__).parent.parent / "Dockerfile.hud").read_text("utf-8") + + assert 'git -c "http.extraHeader=Authorization: Basic ${auth}" clone "${REPO_URL}"' in dockerfile + assert "@${REPO_URL#https://}" not in dockerfile diff --git a/environments/coding/tests/test_github.py b/environments/coding/tests/test_github.py new file mode 100644 index 000000000..33edf4108 --- /dev/null +++ b/environments/coding/tests/test_github.py @@ -0,0 +1,55 @@ +"""Offline tests for the mock GitHub store's contract.""" + +import json + +import pytest + +from coding.github import MockGitHub + +ISSUE = {"number": 42, "title": "Crash", "body": "It crashes.", "labels": ["bug"]} + + +def _seeded() -> MockGitHub: + github = MockGitHub() + github.seed([ISSUE]) + return github + + +def test_seeded_issues_are_listable_and_open(): + github = _seeded() + (issue,) = github.list_issues() + assert issue["number"] == 42 + assert issue["state"] == "open" + assert github.get_issue(42)["title"] == "Crash" + with pytest.raises(ValueError): + github.get_issue(7) + + +def test_issue_workflow_updates_state_and_transcript(): + github = _seeded() + github.comment_on_issue(42, "Investigating.") + github.close_issue(42) + issue = github.get_issue(42) + assert issue["state"] == "closed" + assert issue["comments"] == ["Investigating."] + transcript = json.loads(github.transcript()) + assert [a["action"] for a in transcript["actions"]] == ["comment_on_issue", "close_issue"] + + +def test_pull_requests_number_sequentially_and_latest_wins(): + github = _seeded() + assert github.latest_pull_request() is None + github.create_pull_request("First", "body", head="fix-a", base="main") + second = github.create_pull_request("Second", "body", head="fix-b", base="main") + assert second["number"] == 2 + latest = github.latest_pull_request() + assert latest is not None and latest.head == "fix-b" + assert len(github.list_pull_requests()) == 2 + + +def test_seed_resets_previous_task_state(): + github = _seeded() + github.create_pull_request("Old", "body", head="old", base="main") + github.seed([ISSUE]) + assert github.latest_pull_request() is None + assert github.actions == [] diff --git a/environments/coding/tests/test_grading.py b/environments/coding/tests/test_grading.py new file mode 100644 index 000000000..2eee18155 --- /dev/null +++ b/environments/coding/tests/test_grading.py @@ -0,0 +1,89 @@ +"""Offline tests for the SWE-bench Pro flavor's pure pieces: the resolution +criterion, dataset field parsing, and patch sanitization.""" + +import json +from pathlib import Path + +import pytest + +from coding import repo as repo_lib +from coding.swe_bench_pro import score, str_list, strip_binary_hunks + +INSTANCE = json.loads((Path(__file__).parent / "fixtures" / "instance" / "instance.json").read_text("utf-8")) + +F2P = [ + "tests/test_widgets.py | test_widgets_work", + "tests/test_widgets.py | test_widgets_don't_break", +] +P2P = ["tests/test_widgets.py | test_existing_behavior"] + + +def _reported(names, status="PASSED"): + return [{"name": name, "status": status} for name in names] + + +def test_resolved_when_all_required_tests_pass(): + result = score(INSTANCE, _reported(F2P + P2P + ["extra | irrelevant_test"])) + assert result.reward == 1.0 + assert result.content == "resolved" + + +def test_unresolved_when_a_fail_to_pass_test_fails(): + reported = _reported(F2P[:1] + P2P) + _reported(F2P[1:], status="FAILED") + result = score(INSTANCE, reported) + assert result.reward == 0.0 + by_name = {s.name: s.value for s in result.subscores} + assert by_name["fail_to_pass"] == 0.5 + assert by_name["pass_to_pass"] == 1.0 + assert F2P[1] in result.info["missing"] + + +def test_unresolved_on_pass_to_pass_regression(): + """Fixing the bug while breaking existing behavior is not resolved.""" + result = score(INSTANCE, _reported(F2P) + _reported(P2P, status="ERROR")) + assert result.reward == 0.0 + by_name = {s.name: s.value for s in result.subscores} + assert by_name["fail_to_pass"] == 1.0 + assert by_name["pass_to_pass"] == 0.0 + + +def test_missing_report_scores_zero(): + result = score(INSTANCE, []) + assert result.reward == 0.0 + + +def test_str_list_parses_python_repr_fields(): + """Rows store lists as Python reprs (the official evaluator uses eval).""" + assert str_list(INSTANCE["fail_to_pass"]) == F2P + assert str_list(INSTANCE["selected_test_files_to_run"]) == ["tests/test_widgets.py"] + with pytest.raises(ValueError): + str_list("'not a list'") + + +def test_strip_binary_hunks_drops_only_binary_sections(): + text = "diff --git a/x b/x\n--- a/x\n+++ b/x\n@@ -1 +1 @@\n-a\n+b\n" + binary = "diff --git a/img b/img\nBinary files a/img and b/img differ\n" + assert strip_binary_hunks(text + binary) == text + assert strip_binary_hunks("") == "" + + +@pytest.mark.asyncio +async def test_binary_agent_changes_survive_diff_round_trip(tmp_path): + repo = tmp_path / "repo" + repo.mkdir() + await repo_lib.git(repo, "init", "-q", "-b", "main") + binary = repo / "asset.bin" + binary.write_bytes(b"\x00before\xff") + await repo_lib.git(repo, "add", "-A") + await repo_lib.git(repo, "commit", "-qm", "baseline") + _, setup_commit, _ = await repo_lib.git(repo, "rev-parse", "HEAD") + + binary.write_bytes(b"\x00after\xfe") + diff = await repo_lib.capture_agent_diff(repo, setup_commit.strip()) + + assert "GIT binary patch" in diff + await repo_lib.reset_worktree(repo, setup_commit.strip()) + error = await repo_lib.apply_diff(repo, diff, tmp_path / "agent.diff") + + assert error is None + assert binary.read_bytes() == b"\x00after\xfe" diff --git a/environments/coding/tests/test_integration.py b/environments/coding/tests/test_integration.py new file mode 100644 index 000000000..5f90e35d8 --- /dev/null +++ b/environments/coding/tests/test_integration.py @@ -0,0 +1,51 @@ +"""Gold-patch validation against built instance images (Docker, linux/amd64). + +The SWE-bench Pro analog of the official gold-patch sanity check, driven +through the full served lifecycle with **no agent edits**: + +- ``validate_mode="golden"``: the dataset's golden patch grades to 1.0 +- no validate_mode: an untouched baseline grades to 0.0 + +Requires images built by ``swe_tasks.py`` (skips otherwise):: + + uv run swe_tasks.py + uv run pytest tests/test_integration.py -v +""" + +import shutil + +import pytest +from hud import DockerRuntime, Run, connect + +from swe_tasks import tasks as ALL_TASKS + +pytestmark = [ + pytest.mark.integration, + pytest.mark.asyncio(loop_scope="session"), +] + +ADAPTED = [t for t in ALL_TASKS if t.runtime_config and t.runtime_config.image] + +if not shutil.which("docker"): + pytest.skip("docker not available", allow_module_level=True) +if not ADAPTED: + pytest.skip("no built instances (run swe_tasks.py first)", allow_module_level=True) + + +async def _grade(task, validate_mode: str | None) -> float: + args = {"validate_mode": validate_mode} if validate_mode else {} + runtime = DockerRuntime(task.runtime_config.image) + async with runtime(task) as addr, connect(addr) as client: + async with Run(client, task.id, args) as run: + pass # no agent work: setup on start, grading on exit + return run.reward + + +@pytest.mark.parametrize("task", ADAPTED, ids=lambda t: t.slug) +async def test_golden_patch_resolves(task): + assert await _grade(task, "golden") == 1.0 + + +@pytest.mark.parametrize("task", ADAPTED, ids=lambda t: t.slug) +async def test_untouched_baseline_unresolved(task): + assert await _grade(task, None) == 0.0 diff --git a/environments/coding/tests/test_local_rollout.py b/environments/coding/tests/test_local_rollout.py new file mode 100644 index 000000000..47b5fde3a --- /dev/null +++ b/environments/coding/tests/test_local_rollout.py @@ -0,0 +1,196 @@ +"""Hermetic end-to-end validation of the generic flavor (no Docker, no network). + +Builds a tiny 3-branch fixture repo (``bug_baseline`` / ``bug_test`` / +``bug_golden``), serves ``env.py`` on a local substrate cloned from it, and +drives the full lifecycle with no agent edits: + +- ``validate_mode="golden"``: the reference fix grades to 1.0 +- no validate_mode: the untouched baseline grades to 0.0 + +This is the 3-branch analog of the SWE-bench gold-patch sanity check, and it +exercises the whole vault/diff/hidden-test pipeline through real git. +""" + +import os +import subprocess +from pathlib import Path + +import pytest +from hud import LocalRuntime, Run, connect +from hud.environment import workspace as workspace_lib + +PROJECT_ROOT = Path(__file__).resolve().parent.parent + +pytestmark = pytest.mark.asyncio(loop_scope="session") + + +def _git(cwd: Path, *args: str) -> None: + subprocess.run( + ["git", "-c", "user.name=t", "-c", "user.email=t@t", *args], + cwd=cwd, + check=True, + capture_output=True, + ) + + +@pytest.fixture +def isolated_workspace(monkeypatch): + monkeypatch.setattr(workspace_lib, "usable_bwrap", lambda: "/usr/bin/true") + + +@pytest.fixture(scope="session") +def fixture_repo(tmp_path_factory) -> Path: + repo = tmp_path_factory.mktemp("fixture-repo") + (repo / "widget.py").write_text("BROKEN = True\n") + _git(repo, "init", "-q", "-b", "main") + _git(repo, "add", "-A") + _git(repo, "commit", "-qm", "buggy widget") + _git(repo, "branch", "bug_baseline") + + _git(repo, "checkout", "-qb", "bug_test") + (repo / "test_widget.py").write_text( + "import unittest\n" + "import widget\n\n\n" + "class TestWidget(unittest.TestCase):\n" + " def test_not_broken(self):\n" + " self.assertFalse(widget.BROKEN)\n" + ) + _git(repo, "add", "-A") + _git(repo, "commit", "-qm", "hidden tests") + + _git(repo, "checkout", "-q", "main") + _git(repo, "checkout", "-qb", "bug_golden") + (repo / "widget.py").write_text("BROKEN = False\n") + _git(repo, "add", "-A") + _git(repo, "commit", "-qm", "reference fix") + return repo + + +async def _run_task(fixture_repo: Path, task) -> float: + # The served subprocess inherits the environment; point it at the fixture. + os.environ["REPO_URL"] = str(fixture_repo) + runtime = LocalRuntime(str(PROJECT_ROOT / "env.py")) + async with runtime(task) as addr, connect(addr) as client: + async with Run(client, task.id, task.args) as run: + pass # no agent work: setup on start, grading on exit + return run.reward + + +def _coding_task(validate_mode: str | None): + from env import coding_task + + return coding_task( + description="Fix the widget.", + test_command='test -n "${HOME}" && python3 -m unittest {test_files}', + base_ref="origin/bug_baseline", + test_ref="origin/bug_test", + test_files=["test_widget.py"], + golden_ref="origin/bug_golden", + validate_mode=validate_mode, + ) + + +def _sdlc_task(validate_mode: str | None): + from env import sdlc_task + + return sdlc_task( + description="Issue #1 reports a broken widget. Fix it and open a PR.", + test_command='test -n "${HOME}" && python3 -m unittest {test_files}', + base_ref="origin/bug_baseline", + test_ref="origin/bug_test", + test_files=["test_widget.py"], + golden_ref="origin/bug_golden", + issues=[{"number": 1, "title": "Widget broken", "body": "BROKEN should be False."}], + validate_mode=validate_mode, + ) + + +async def test_golden_ref_scores_one(fixture_repo, isolated_workspace): + assert await _run_task(fixture_repo, _coding_task("golden")) == 1.0 + + +async def test_untouched_baseline_scores_zero(fixture_repo, isolated_workspace): + assert await _run_task(fixture_repo, _coding_task(None)) == 0.0 + + +async def test_sdlc_golden_pr_scores_one(fixture_repo, isolated_workspace): + """Golden validation of the full PR workflow: pushed branch + opened PR.""" + assert await _run_task(fixture_repo, _sdlc_task("golden")) == 1.0 + + +async def test_sdlc_no_pull_request_scores_zero(fixture_repo, isolated_workspace): + assert await _run_task(fixture_repo, _sdlc_task(None)) == 0.0 + + +async def test_local_runtime_refuses_unisolated_non_root_workspace( + fixture_repo, + monkeypatch, +): + monkeypatch.setattr(workspace_lib, "usable_bwrap", lambda: None) + monkeypatch.setattr(os, "geteuid", lambda: 501) + os.environ["REPO_URL"] = str(fixture_repo) + + runtime = LocalRuntime(str(PROJECT_ROOT / "env.py")) + with pytest.raises(RuntimeError, match="isolation was required"): + async with runtime(_coding_task(None)): + pass + + +async def test_sdlc_grades_pushed_head_with_prepared_dependencies(tmp_path, monkeypatch): + import env as coding_env + + repo = tmp_path / "repo" + repo.mkdir() + _git(repo, "init", "-q", "-b", "main") + (repo / ".gitignore").write_text(".prepared/\n") + (repo / "widget.py").write_text("BROKEN = True\n") + _git(repo, "add", "-A") + _git(repo, "commit", "-qm", "buggy widget") + _git(repo, "branch", "bug_baseline") + + _git(repo, "checkout", "-qb", "bug_test") + (repo / "test_widget.py").write_text( + "import unittest\n" + "import widget\n\n\n" + "class TestWidget(unittest.TestCase):\n" + " def test_not_broken(self):\n" + " self.assertFalse(widget.BROKEN)\n" + ) + _git(repo, "add", "-A") + _git(repo, "commit", "-qm", "hidden tests") + _git(repo, "checkout", "-q", "bug_baseline") + + prepared = repo / ".prepared" / "dependency" + prepared.parent.mkdir() + prepared.write_text("ready\n") + + monkeypatch.setattr(coding_env, "REPO_DIR", repo) + monkeypatch.setattr(coding_env, "VAULT_DIR", tmp_path / "vault") + monkeypatch.setattr(coding_env, "LOGS_DIR", tmp_path / "logs") + monkeypatch.setattr(coding_env, "REMOTE_DIR", tmp_path / "remote" / "project.git") + + task = coding_env.sdlc_task.func( + description="Fix the widget and open a pull request.", + test_command="test -f .prepared/dependency && awk 'BEGIN { exit 0 }' && python3 -m unittest {test_files}", + base_ref="bug_baseline", + test_ref="bug_test", + test_files=["test_widget.py"], + ) + await task.asend(None) + + _git(repo, "checkout", "-qb", "fix-widget") + (repo / "widget.py").write_text("BROKEN = False\n") + _git(repo, "add", "-A") + _git(repo, "commit", "-qm", "fix widget") + _git(repo, "push", "-q", "-u", "origin", "fix-widget") + coding_env._github.create_pull_request( + "Fix widget", + "Makes the widget work.", + head="fix-widget", + base="main", + ) + + result = await task.asend("done") + + assert result.reward == 1.0 + assert prepared.read_text() == "ready\n" diff --git a/environments/coding/tests/test_tasks.py b/environments/coding/tests/test_tasks.py new file mode 100644 index 000000000..5798cad6e --- /dev/null +++ b/environments/coding/tests/test_tasks.py @@ -0,0 +1,48 @@ +"""Task-row tests for both flavors: rows are well-formed and slugs readable.""" + +import json +from pathlib import Path + +import swe_tasks +import tasks + +FIXTURE_ROW = json.loads((Path(__file__).parent / "fixtures" / "instance" / "instance.json").read_text("utf-8")) + + +def test_generic_rows_parameterize_the_coding_task_template(): + slugs = {task.slug for task in tasks.tasks} + assert slugs == {"sentry-fix", "notif-bug", "settings-v2", "webhook-bug", "sentry-fix-pr"} + for task in tasks.tasks: + assert task.env == "coding" + assert task.args["base_ref"].endswith("_baseline") + assert task.args["test_ref"].endswith("_test") + assert task.args["test_files"] + + by_slug = {task.slug: task for task in tasks.tasks} + assert by_slug["sentry-fix"].id == "coding-task" + sdlc = by_slug["sentry-fix-pr"] + assert sdlc.id == "sdlc-task" + assert sdlc.args["issues"][0]["number"] == 42 + + +def test_swe_slug_is_repo_tail_plus_commit_prefix(): + assert swe_tasks._slug(FIXTURE_ROW) == "widgets-00000000" + assert ( + swe_tasks._slug( + { + "repo": "NodeBB/NodeBB", + "instance_id": "instance_NodeBB__NodeBB-04998908ba6721d64eba79ae3b65a351dcfbc5b5-vnan", + } + ) + == "nodebb-04998908" + ) + + +def test_swe_rows_are_wellformed(): + """Whatever `swe_tasks.py` has fetched 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/dev/null +++ b/environments/cua/.env.example @@ -0,0 +1,2 @@ +HUD_API_KEY=your-key-here +ANTHROPIC_API_KEY=your-key-here diff --git a/environments/cua/.gitignore b/environments/cua/.gitignore new file mode 100644 index 000000000..d7cd257b4 --- /dev/null +++ b/environments/cua/.gitignore @@ -0,0 +1,47 @@ +# Python +__pycache__/ +*.py[cod] +*.so +.pytest_cache/ +.venv/ +*.egg-info/ + +# Environment variables / secrets +.env +.env.* +!.env.example + +# HUD generated files +.hud/ +hud.lock.yaml +.hud_eval.toml +remote_tasks.json + +# Ruff cache +.ruff_cache/ + +# Log files +*.log + +# Editor directories +.vscode/ +.idea/ +*.sw? +.claude/ + +# OS generated files +.DS_Store + +# Build artifacts +/build/ +/dist/ + +# The SDK repo ignores uv.lock at its root; this template pins its own so the +# example resolves reproducibly. +!uv.lock + +# Database +*.sqlite + +# Node (if applicable) +node_modules/ diff --git a/environments/cua/Dockerfile.hud b/environments/cua/Dockerfile.hud new file mode 100644 index 000000000..f152e6ac2 --- /dev/null +++ b/environments/cua/Dockerfile.hud @@ -0,0 +1,133 @@ +# syntax=docker/dockerfile:1 + +# ============================================================================= +# Stage 1: Desktop environment setup +# ============================================================================= +FROM ubuntu:24.04 AS setup + +ENV LANG='en_US.UTF-8' +ENV LANGUAGE='en_US.UTF-8' +ENV LC_ALL='en_US.UTF-8' + +# Update and install core dependencies (desktop stack + development tools) +RUN apt-get update -y \ + && apt-get install -y --no-install-recommends \ + bash \ + build-essential \ + ca-certificates \ + curl \ + dbus-x11 \ + ffmpeg \ + git \ + imagemagick \ + libpq5 \ + locales \ + net-tools \ + novnc \ + openssl \ + pm-utils \ + psmisc \ + python-is-python3 \ + python3 \ + python3-dev \ + python3-pip \ + python3-tk \ + python3-venv \ + python3-wheel \ + scrot \ + software-properties-common \ + sqlite3 \ + sudo \ + unzip \ + vim \ + wget \ + x11vnc \ + xauth \ + xdotool \ + xfce4 \ + xfce4-terminal \ + xfonts-base \ + xvfb \ + && rm -rf /var/lib/apt/lists/* + +RUN update-ca-certificates + +# Install real Chromium from PPA (Ubuntu 24.04 only ships snap stubs that don't work in Docker) +RUN add-apt-repository ppa:xtradeb/apps -y \ + && apt-get update -y \ + && apt-get install -y chromium \ + && rm -rf /var/lib/apt/lists/* + +# Remove snap stubs that don't work in Docker +RUN apt-get purge -y firefox chromium-browser 2>/dev/null; true + +# Configure Chromium for Docker: disable sandbox, set policies +RUN echo "export CHROMIUM_FLAGS=--no-sandbox" >> /etc/chromium.d/default-flags +RUN mkdir -p /etc/chromium/policies/managed && \ + echo '{"DnsOverHttpsMode":"off","DefaultPopupsSetting":1,"SafeBrowsingProtectionLevel":1}' \ + > /etc/chromium/policies/managed/policy.json + +# Set Chromium as default browser for XFCE and XDG +RUN mkdir -p /etc/xdg/xfce4 && \ + printf 'WebBrowser=chromium\n' > /etc/xdg/xfce4/helpers.rc && \ + mkdir -p /etc/xdg && \ + printf '[Default Applications]\ntext/html=chromium.desktop\nx-scheme-handler/http=chromium.desktop\nx-scheme-handler/https=chromium.desktop\n' \ + > /etc/xdg/mimeapps.list + +ENV HOME=/home/ubuntu \ + DEBIAN_FRONTEND=noninteractive \ + DISPLAY=:1.0 \ + COMPUTER_WIDTH_PX=1280 \ + COMPUTER_HEIGHT_PX=800 + +EXPOSE 6080 + +# Suppress AT-SPI errors in Xfce +ENV NO_AT_BRIDGE=1 + +# Remove XFCE plugins that crash in Docker and cause popup dialogs +RUN apt-get purge -y xfce4-notifyd xfce4-statusnotifier-plugin 2>/dev/null; \ + rm -f /usr/lib/x86_64-linux-gnu/xfce4/panel/plugins/libsystray.so \ + /usr/lib/x86_64-linux-gnu/xfce4/panel/plugins/libstatusnotifier.so \ + /usr/lib/x86_64-linux-gnu/xfce4/panel/plugins/libnotification-plugin.so \ + 2>/dev/null; true + +# Create .cache and .config directories owned by ubuntu +RUN mkdir -p /home/ubuntu/.cache && chown -R ubuntu:ubuntu /home/ubuntu/.cache +RUN mkdir -p /home/ubuntu/.config && chown -R ubuntu:ubuntu /home/ubuntu/.config + +WORKDIR / + +# ============================================================================= +# Stage 2: HUD Environment Setup +# ============================================================================= +FROM setup AS runtime + +# Install uv, then install exactly what uv.lock pins (deps + this env, editable), no dev/test. +RUN pip install uv --break-system-packages +WORKDIR /mcp_server +ENV RUST_LOG=warn +COPY ./pyproject.toml ./uv.lock ./env.py ./tasks.py /mcp_server/ +RUN uv sync --frozen --no-dev || uv sync --no-dev + +# Resolution environment variables — must be consistent across all settings +ENV COMPUTER_WIDTH_PX=1280 +ENV COMPUTER_HEIGHT_PX=800 +ENV DISPLAY_WIDTH=1280 +ENV DISPLAY_HEIGHT=800 +ENV DISPLAY_NUM=1 + +# Screenshot and downloads directories +RUN mkdir -p /home/ubuntu/screenshots && chmod 777 /home/ubuntu/screenshots +ENV SCREENSHOT_DIR=/home/ubuntu/screenshots +RUN mkdir -p /home/ubuntu/Downloads && chmod 777 /home/ubuntu/Downloads + +# Security (uid wall): the agent drives the desktop as uid 1000 - the on-screen xfce terminal +# runs as ubuntu - so hide the grading logic from it. The control-channel server runs as root +# and reads these via the editable install; uid 1000 cannot read the 0700 source. +RUN chmod 700 /mcp_server/env.py /mcp_server/tasks.py + +# Serve the v6 control channel; @env.initialize launches the desktop (as ubuntu) + publishes the +# rfb (VNC) screen capability. No init system - one launch path for local `hud eval` and the image. +EXPOSE 8765 +CMD ["uv", "run", "--no-sync", "hud", "serve", "env:env", "--host", "0.0.0.0", "--port", "8765"] diff --git a/environments/cua/README.md b/environments/cua/README.md new file mode 100644 index 000000000..976a407c1 --- /dev/null +++ b/environments/cua/README.md @@ -0,0 +1,98 @@ +# Computer-Use Environment (HUD v6) + +A HUD **v6** environment for **computer-use agents**: a virtual Linux desktop published as an **`rfb` (VNC) capability**. +The agent brings its own native computer-use tool and drives the screen; tasks grade the result +server-side with deterministic shell checks and an optional LLM judge. + +## Layout + +``` +env.py Environment: @env.initialize launches the desktop (as `ubuntu`) as subprocesses + + publishes the rfb capability; the cua_task grading template lives here too +tasks.py task definitions (prompt + graders + slug) +Dockerfile.hud desktop image (Xvfb · x11vnc · xfce4 · chromium) + v6 control channel (hud serve) +``` + +The desktop is launched by `env.py` (one code path for local `hud eval` and the packaged image) — +there is no init system. In the image it drops to the unprivileged `ubuntu` user so the agent's +on-screen terminal (uid 1000) can't read the `chmod 700` grading code; the control channel stays +root and can. + +## Run + +Needs [uv](https://docs.astral.sh/uv/), Python 3.11/3.12, and the HUD CLI. The virtual desktop is +`Xvfb` + `x11vnc` — **X11, so Linux-only**. macOS is Quartz/Cocoa with no local X server, so use +Docker there. + +```bash +uv sync +cp .env.example .env # HUD_API_KEY +``` + +**Local, dockerless — Linux, fastest iteration.** `@env.initialize` spawns the desktop itself, so +`hud eval` runs the whole env as a local child process, no Docker, no build: + +```bash +sudo apt install -y xvfb x11vnc chromium xfce4 # the desktop the env spawns +hud eval tasks.py claude --task-ids open-website-example -y --max-steps 100 +``` + +**Docker — required on macOS, and the packaging/deploy path.** Build once, then run a container +that serves the env + the in-container judge and attach the agent over `tcp://` (below): + +```bash +docker build -f Dockerfile.hud -t cua-template:dev . +docker run -d --env-file .env -p 8765:8765 cua-template:dev +``` + +Point a computer-use agent at the served env. The multi-step task wants headroom (`--max-steps 100`); +`hud eval` runs the first task only — add `--full` for all three or `--task-ids `: + +```bash +hud eval tasks.py claude --model claude-opus-4-7 --runtime tcp://127.0.0.1:8765 --max-steps 100 -y +``` + +## Tasks & grading + +`env.py` defines one template, `cua_task`, instantiated per task in `tasks.py`: + +```python +from env import cua_task + +_my_task = cua_task( + prompt="Navigate to example.com and report the page title.", + bash_checks=[{"name": "browser_running", "command": "pgrep -f chromium", "weight": 0.3}], + grading_criteria=["The agent correctly reports the page title"], +) +_my_task.slug = "my-task-slug" +``` + +| Knob | Type | How it scores | +|------|------|---------------| +| `bash_checks` | `list[{name, command, weight}]` | shell command run in the container (the desktop the agent drove), scored by exit code | +| `grading_criteria` | `list[str]` | rubric strings judged by an LLM (needs `HUD_API_KEY`) | + +Each task's score is a weighted average of its checks, so it always stays in `[0, 1]`. When a task has +both bash checks and a judge, the bash checks together are worth half the score and the judge the other +half — so the agent can't pass on the judge alone without doing the work. With only bash checks, those +are the whole score. + +Give each task variable a leading underscore (`_my_task`) and add it to the `tasks` list. Without the +underscore, `hud` finds the task twice — once as a top-level variable and once in the list — and fails +with a "duplicate slug" error. + +> Adding a task needs **no redeploy** — it reuses the baked `cua_task` template, so the new prompt +> and graders travel at eval time. Redeploy only when `env.py`, the `Dockerfile`, or the desktop +> changes. + +| Slug | Grading | What it tests | +|------|---------|---------------| +| `open-website-example` | bash + LLM | browser navigation, tagline identification | +| `create-document-example` | bash only | terminal use, deterministic file content | +| `shannon-multistep-research` | bash + LLM | long multi-hop research across pages, then a terminal write | + +## Tests + +```bash +uv run pytest tests/ -q +``` \ No newline at end of file diff --git a/environments/cua/env.py b/environments/cua/env.py new file mode 100644 index 000000000..1bfbd1d85 --- /dev/null +++ b/environments/cua/env.py @@ -0,0 +1,208 @@ +"""CUA environment - a virtual Linux desktop served over an `rfb` (VNC) capability. + +The desktop (Xvfb :1 + x11vnc on VNC port 5900 + xfce4 + chromium) is launched as subprocesses +by `@env.initialize` (dropped to the unprivileged `ubuntu` user in the packaged image), which +then publishes the `rfb` screen so the harness's computer-use agent can drive it. Tasks grade +server-side via deterministic `BashGrader` checks plus an optional LLM judge. +""" + +# NOTE: do NOT add `from __future__ import annotations` here - under it a typed @env.template +# param crashes the sync/deploy manifest path (TypeAdapter on a string forward-ref). Keep +# annotations as real objects. +import asyncio +import logging +import os +import pwd +import shutil +import socket + +from hud import Environment +from hud.capabilities import Capability +from hud.graders import BashGrader, LLMJudgeGrader, SubScore, combine +from hud.settings import settings + +logger = logging.getLogger(__name__) + +env = Environment(name="cua-template") # literal name - `hud deploy` static-parses it + +_HOST = "127.0.0.1" +_VNC_PORT = 5900 # x11vnc serves the :1 display here (_start_desktop pins -rfbport 5900) + + +# ── rfb (VNC desktop) capability lifecycle ──────────────────────────────────── + + +async def _listening(host: str, port: int, timeout: float = 30.0) -> None: + """Block until host:port accepts a connection (chromium + xfce boot is heavy).""" + loop = asyncio.get_running_loop() + deadline = loop.time() + timeout + while loop.time() < deadline: + try: + socket.create_connection((host, port), timeout=0.5).close() + return + except OSError: + await asyncio.sleep(0.2) + raise RuntimeError(f"VNC server never came up on {host}:{port}") + + +_DESKTOP_USER = "ubuntu" +_desktop_procs: list[asyncio.subprocess.Process] = [] + + +def _drop_to_ubuntu() -> bool: + """Run the desktop as the unprivileged ``ubuntu`` user when we can: i.e. we're root (the + packaged image) and that user exists. Locally (a non-root dev box) we run as ourselves.""" + if os.geteuid() != 0: + return False + try: + pwd.getpwnam(_DESKTOP_USER) + except KeyError: + return False + return True + + +async def _start_desktop() -> None: + """Launch the virtual desktop as subprocesses - this replaces the dinit init system, so the + one code path serves the env locally (`hud eval`) and in the packaged image. + + In the image we run as root and drop each desktop process to ``ubuntu`` (uid 1000): the + agent's on-screen terminal is uid 1000 and cannot read the chmod-700 grading code, while the + control-channel server stays root and can - the uid-wall, with no init system. Needs + Xvfb/x11vnc/xfce4/chromium on PATH (Linux; macOS has no X server, so use the container). + """ + display = ":1" + drop = _drop_to_ubuntu() + home = "/home/ubuntu" if drop else os.environ.get("HOME", "/root") + + async def _spawn(*cmd: str) -> asyncio.subprocess.Process: + argv = ["sudo", "-u", _DESKTOP_USER, "env", f"HOME={home}", f"DISPLAY={display}", *cmd] if drop else list(cmd) + return await asyncio.create_subprocess_exec( + *argv, + env={**os.environ, "DISPLAY": display, "HOME": home}, + stdout=asyncio.subprocess.DEVNULL, + stderr=asyncio.subprocess.DEVNULL, + ) + + _desktop_procs.append(await _spawn("Xvfb", display, "-screen", "0", "1280x800x24")) + await asyncio.sleep(0.8) # let the X server come up before clients attach + _desktop_procs.append(await _spawn("xfce4-session")) + _desktop_procs.append( + await _spawn( + "chromium", + "--no-sandbox", + "--disable-gpu", + "--disable-dev-shm-usage", + "--no-first-run", + "--start-maximized", + "about:blank", + ) + ) + _desktop_procs.append( + await _spawn( + "x11vnc", + "-display", + display, + "-rfbport", + str(_VNC_PORT), + "-forever", + "-shared", + "-nopw", + "-localhost", + ) + ) + if shutil.which("websockify"): # optional noVNC debug viewer on :6080 + _desktop_procs.append(await _spawn("websockify", "--web", "/usr/share/novnc", "6080", f"localhost:{_VNC_PORT}")) + + +@env.initialize +async def _up() -> None: + # The desktop is launched here as subprocesses (no init system) - both in the packaged image + # and for a local `hud eval` subprocess. The port check keeps a re-init idempotent (skip if a + # screen already serves). Block until VNC accepts before publishing the capability. + try: + socket.create_connection((_HOST, _VNC_PORT), timeout=0.5).close() + except OSError: + logger.info("launching desktop subprocesses") + await _start_desktop() + await _listening(_HOST, _VNC_PORT) + # display 0 -> VNC port 5900 + 0 (display is the VNC port offset, NOT the X display :1). + env.add_capability(Capability.rfb(name="screen", url=f"rfb://{_HOST}", display=0)) + + +@env.shutdown +async def _down() -> None: + # We launched the desktop in @env.initialize, so tear it down (sudo forwards SIGTERM to the + # dropped child). The container dies with it anyway; this matters for local subprocess runs. + logger.info("cua-template shutting down") + for proc in reversed(_desktop_procs): + try: + proc.terminate() + except ProcessLookupError: + pass + _desktop_procs.clear() + + +# ── task ────────────────────────────────────────────────────────────────────── + + +def make_prompt(description: str) -> str: + """Format a task description into an agent prompt.""" + return f"Use computer use tools to complete the following task:\n\n{description}" + + +@env.template() +async def cua_task( + prompt: str, + bash_checks: list[dict] | None = None, + grading_criteria: list[str] | None = None, +): + """General CUA task: present the prompt, then grade with any combination of deterministic + bash checks (run server-side in this container) and an LLM rubric judge. + + `combine` normalizes the positive weights to sum to 1.0, so weights are relative. + + Args: + prompt: The task instruction shown to the agent. + bash_checks: Optional list of {"name", "command", "weight"} for shell-based grading. + grading_criteria: Optional rubric strings for the LLM judge (needs HUD_API_KEY). + """ + answer = yield make_prompt(prompt) + + bash_total = sum(c.get("weight", 1.0) for c in (bash_checks or [])) + if bash_checks and bash_total <= 0: + raise ValueError("bash check weights must sum to a positive value") + bash_share = 0.5 if grading_criteria else 1.0 + + graders: list = [] + + for check in bash_checks or []: + graders.append( + BashGrader.grade( + weight=check.get("weight", 1.0) / bash_total * bash_share, + name=check["name"], + command=check["command"], + ) + ) + + if grading_criteria: + judge_weight = 0.5 if bash_checks else 1.0 + if settings.api_key: + graders.append( + LLMJudgeGrader.grade( + weight=judge_weight, + name="llm_judge", + answer=str(answer), + question=prompt, + criteria=[(c, 1.0) for c in grading_criteria], + ) + ) + else: + # No key (e.g. a keyless deploy): the judge can't run, so it scores 0 at its real + # weight instead of erroring the trace. Never re-weight the bash checks. + logger.warning("No HUD_API_KEY: LLM judge skipped; it scores 0 at its weight.") + graders.append(SubScore(name="llm_judge", weight=judge_weight, value=0.0)) + + if not graders: + graders.append(SubScore(name="desktop_running", value=1.0, weight=1.0)) + + yield await combine(*graders) diff --git a/environments/cua/pyproject.toml b/environments/cua/pyproject.toml new file mode 100644 index 000000000..21071a513 --- /dev/null +++ b/environments/cua/pyproject.toml @@ -0,0 +1,43 @@ +[project] +name = "cua-env" +version = "0.1.0" +description = "CUA environment: a virtual desktop served over an rfb capability for computer-use agents (HUD v6)" +# v6 SDK caps Python at <3.13; pin the upper bound so uv does not pick 3.13 and fail to resolve. +requires-python = ">=3.11,<3.13" +dependencies = [ + "hud>=0.6.11", +] + +[build-system] +requires = ["hatchling"] +build-backend = "hatchling.build" + +[project.optional-dependencies] +dev = ["pytest>=8.0.0", "pytest-asyncio>=0.23.0", "ruff==0.11.2"] + + +[tool.ruff] +target-version = "py311" +line-length = 120 + +[tool.hud] +image = "cua-template:dev" + +[tool.ruff.lint] +select = ["E", "F", "B", "I", "C4", "UP"] +ignore = ["E501"] +fixable = ["ALL"] +unfixable = [] + +[tool.ruff.format] +quote-style = "double" +indent-style = "space" +line-ending = "auto" + +[tool.pytest.ini_options] +asyncio_mode = "auto" + +[tool.hatch.build] +# Flat top-level modules, not a package dir. +only-packages = false +include = ["env.py", "tasks.py"] diff --git a/environments/cua/tasks.py b/environments/cua/tasks.py new file mode 100644 index 000000000..d5b0c63ec --- /dev/null +++ b/environments/cua/tasks.py @@ -0,0 +1,95 @@ +"""Task definitions for the cua-template environment. + +`hud eval tasks.py` and `hud sync tasks` collect the public `tasks` list. Add a task by +calling `cua_task(...)`, setting a `.slug`, and adding it to the list. Verify a CUA env with a +real `hud eval tasks.py claude --runtime hud` rollout - the rfb desktop cannot run on macOS. +The multi-step research task wants more steps: + + hud eval tasks.py claude --task-ids shannon-multistep-research -y --max-steps 100 +""" + +from env import cua_task, env # noqa: F401 (re-export env for `hud eval tasks.py`) + +# Navigate to Wikipedia and read the tagline - LLM-judge grading +_open_website = cua_task( + prompt=( + "A Chromium browser is open on the desktop. " + "Navigate to https://www.wikipedia.org and wait for the page to fully load.\n\n" + "Once the page is loaded, find the tagline shown below the Wikipedia logo. " + "Reply with your answer as plain text." + ), + grading_criteria=[ + "The agent's answer mentions 'free encyclopedia' in any form - this is part of Wikipedia's tagline", + ], +) +_open_website.slug = "open-website-example" + + +# Write a text file to the Desktop - deterministic bash grading only +_create_document = cua_task( + prompt=( + "A Chromium browser and an XFCE desktop are available.\n\n" + "Open a terminal (right-click the desktop and select 'Open Terminal Here', " + "or find it in Applications > System) and create a file at " + "/home/ubuntu/Desktop/hello.txt with exactly the content:\n" + "Hello from HUD!\n\n" + "You can use any method (echo, nano, cat, etc.)." + ), + bash_checks=[ + {"name": "file_exists", "command": "test -f /home/ubuntu/Desktop/hello.txt", "weight": 0.4}, + { + "name": "content_correct", + "command": "grep -q 'Hello from HUD!' /home/ubuntu/Desktop/hello.txt", + "weight": 0.6, + }, + ], +) +_create_document.slug = "create-document-example" + + +# Long multi-step task: research across two Wikipedia pages, then a cross-app terminal write. +# Exercises address-bar typing, Enter, link clicks, scrolling, multi-hop navigation, and the +# terminal. The authored bash weights sum to 1.0; env.py adds a 1.0 slot for the judge, so the +# final grade is a clean 0.5 bash / 0.5 judge that totals exactly 1.0: +# file_exists 0.2 | file_has_birth_year 0.15 | file_has_mit 0.15 | llm_judge 0.5 +_shannon_research = cua_task( + prompt=( + "A Chromium browser and an XFCE desktop are available. Complete this " + "multi-step research task, using the browser and the desktop:\n\n" + "1. In the browser, go to https://en.wikipedia.org/wiki/Claude_Shannon " + "and let the page load.\n" + "2. Find the YEAR Claude Shannon was born.\n" + "3. Find the university where he earned his PhD.\n" + "4. Navigate to that university's own Wikipedia article.\n" + "5. Find the CITY and state where that university is located.\n" + "6. Open a terminal (right-click the desktop and choose 'Open Terminal Here', " + "or Applications > System) and save your findings to " + "/home/ubuntu/Desktop/shannon.txt, one fact per line, exactly:\n" + " born: \n" + " phd: \n" + " city: \n" + "7. Reply with all three facts as plain text." + ), + bash_checks=[ + {"name": "file_exists", "command": "test -f /home/ubuntu/Desktop/shannon.txt", "weight": 0.4}, + { + "name": "file_has_birth_year", + "command": "grep -q '1916' /home/ubuntu/Desktop/shannon.txt", + "weight": 0.3, + }, + { + "name": "file_has_mit", + "command": "grep -qiE 'MIT|Massachusetts Institute' /home/ubuntu/Desktop/shannon.txt", + "weight": 0.3, + }, + ], + grading_criteria=[ + "The agent states that Claude Shannon was born in 1916", + "The agent states that Shannon earned his PhD at MIT (the Massachusetts Institute of Technology)", + "The agent states that MIT is located in Cambridge, Massachusetts", + ], +) +_shannon_research.slug = "shannon-multistep-research" + + +tasks = [_open_website, _create_document, _shannon_research] diff --git a/environments/cua/tests/conftest.py b/environments/cua/tests/conftest.py new file mode 100644 index 000000000..de840a42a --- /dev/null +++ b/environments/cua/tests/conftest.py @@ -0,0 +1,8 @@ +"""Test fixtures for the cua-template env grader logic (offline, no desktop).""" + +import sys +from pathlib import Path + +ROOT = str(Path(__file__).parent.parent) +if ROOT not in sys.path: + sys.path.insert(0, ROOT) diff --git a/environments/cua/tests/test_env.py b/environments/cua/tests/test_env.py new file mode 100644 index 000000000..705d2b5e0 --- /dev/null +++ b/environments/cua/tests/test_env.py @@ -0,0 +1,64 @@ +"""Offline tests for the cua-template grader composition. + +These do NOT touch the virtual desktop (rfb is Linux-only); they drive the @env.template +generator directly and exercise the BashGrader/LLM-judge/fallback paths with deterministic +shell commands. The end-to-end desktop run is a `hud eval ... --runtime hud` rollout. +""" + +import env as M + +GEN = M.cua_task.func + + +class TestGrading: + async def test_empty_fallback_scores_one(self): + # no bash checks, no criteria -> the desktop_running fallback (reward 1.0) + gen = GEN(prompt="p") + await gen.asend(None) + result = await gen.asend("answer") + assert result.reward == 1.0 + assert any(s.name == "desktop_running" for s in result.subscores) + + async def test_bash_check_pass_and_fail(self): + gen = GEN(prompt="p", bash_checks=[{"name": "ok", "command": "true", "weight": 1.0}]) + await gen.asend(None) + assert (await gen.asend("a")).reward == 1.0 + + gen = GEN(prompt="p", bash_checks=[{"name": "no", "command": "false", "weight": 1.0}]) + await gen.asend(None) + assert (await gen.asend("a")).reward == 0.0 + + async def test_no_key_judge_scores_zero_not_error(self, monkeypatch): + monkeypatch.setattr(M.settings, "api_key", "", raising=False) + gen = GEN(prompt="p", grading_criteria=["anything"]) + await gen.asend(None) + result = await gen.asend("answer") + assert result.reward == 0.0 # llm_judge scores 0 at weight 1.0, no exception + assert any(s.name == "llm_judge" for s in result.subscores) + + async def test_weights_normalize_across_bash_and_skipped_judge(self, monkeypatch): + monkeypatch.setattr(M.settings, "api_key", "", raising=False) + gen = GEN( + prompt="p", + bash_checks=[{"name": "ok", "command": "true", "weight": 0.3}], + grading_criteria=["x"], + ) + await gen.asend(None) + result = await gen.asend("answer") + assert result.reward == 0.5 + weights = {subscore.name: subscore.weight for subscore in result.subscores} + assert weights == {"ok": 0.5, "llm_judge": 0.5} + + async def test_named_bash_subscores_preserved(self): + gen = GEN( + prompt="p", + bash_checks=[ + {"name": "alpha", "command": "true", "weight": 0.4}, + {"name": "beta", "command": "true", "weight": 0.6}, + ], + ) + await gen.asend(None) + result = await gen.asend("a") 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