TerminalBench-DockerLess / build_dataset.py
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"""Build TerminalBench-DockerLess.jsonl from tasks/.
A Terminal-Bench task is a directory: instruction, environment, solution, tests.
Docker supplies the environment; here `environment/setup.sh` builds the same
state in a throwaway directory instead, so a row is self-contained.
For every task this script:
1. flattens the task directory into a row (instruction, files, tests, solution,
dockerfile) and renders both a classic `task.yaml` and a Harbor `task.toml`;
2. runs the task with no agent at all, to record which verifier tests fail on
the untouched environment (`dockerless.baseline_failures`);
3. writes the JSONL;
4. re-runs the whole file through run_harness.py with --solution and
--baseline, and fails loudly unless the oracle scores 4/4 and the baseline
scores 0/4.
Run with: python build_dataset.py
"""
import json
import shutil
import subprocess
import sys
import tempfile
from pathlib import Path
ROOT = Path(__file__).resolve().parent
TASKS_DIR = ROOT / "tasks"
OUT = ROOT / "TerminalBench-DockerLess.jsonl"
REPORTS = ROOT / "reports"
sys.path.insert(0, str(ROOT))
import run_harness # noqa: E402
AUTHOR = {"name": "WorkBuddy Benchmarks", "email": "benchmarks@example.invalid"}
TASKS = [
{
"dir": "access-log-report",
"task_id": "tbdl-access-log-report",
"difficulty": "medium",
"category": "data-processing",
"tags": ["log-parsing", "text-processing", "json", "python"],
"description": "Aggregate a damaged access log into a canonical JSON report, a malformed-line index and a gzip archive.",
"expert_time_estimate_min": 25,
"junior_time_estimate_min": 90,
"max_agent_timeout_sec": 600.0,
"max_test_timeout_sec": 120.0,
"requires": ["bash", "python"],
},
{
"dir": "git-recovery",
"task_id": "tbdl-git-recovery",
"difficulty": "hard",
"category": "software-engineering",
"tags": ["git", "forensics", "history-recovery"],
"description": "Restore a deleted module from history, resurrect an unreachable commit, tag a release and leave a clean tree.",
"expert_time_estimate_min": 20,
"junior_time_estimate_min": 75,
"max_agent_timeout_sec": 600.0,
"max_test_timeout_sec": 120.0,
"requires": ["bash", "git"],
},
{
"dir": "csv-canon",
"task_id": "tbdl-csv-canon",
"difficulty": "hard",
"category": "data-processing",
"tags": ["csv", "cli", "spec-compliance", "exit-codes"],
"description": "Write a byte-exact CSV-to-TSV canonicaliser with strict error codes and numeric normalisation.",
"expert_time_estimate_min": 35,
"junior_time_estimate_min": 120,
"max_agent_timeout_sec": 900.0,
"max_test_timeout_sec": 120.0,
"requires": ["bash", "python"],
},
{
"dir": "build-repair",
"task_id": "tbdl-build-repair",
"difficulty": "hard",
"category": "software-engineering",
"tags": ["build", "shell", "debugging"],
"description": "Repair a shell build with three independent faults so it produces the expected report and passes its own suite.",
"expert_time_estimate_min": 25,
"junior_time_estimate_min": 90,
"max_agent_timeout_sec": 600.0,
"max_test_timeout_sec": 120.0,
"requires": ["bash", "python"],
},
]
def read_text(path):
"""Decode without newline translation so CRLF/BOM fixtures survive."""
return path.read_bytes().decode("utf-8")
def workspace_files(environment_dir):
files = {}
for path in sorted(environment_dir.rglob("*")):
if not path.is_file():
continue
rel = path.relative_to(environment_dir).as_posix()
if rel in ("Dockerfile", "setup.sh"):
continue
files[rel] = read_text(path)
return files
def render_task_yaml(meta, instruction):
lines = [
"# Terminal-Bench task definition",
"instruction: |",
]
for line in instruction.rstrip("\n").split("\n"):
lines.append(" " + line if line else "")
lines += [
"author_name: %s" % AUTHOR["name"],
"author_email: %s" % AUTHOR["email"],
"difficulty: %s" % meta["difficulty"],
"category: %s" % meta["category"],
"tags:",
]
for tag in meta["tags"]:
lines.append(" - %s" % tag)
lines += [
"parser_name: pytest",
"max_agent_timeout_sec: %.1f" % meta["max_agent_timeout_sec"],
"max_test_timeout_sec: %.1f" % meta["max_test_timeout_sec"],
"expert_time_estimate_min: %d" % meta["expert_time_estimate_min"],
"junior_time_estimate_min: %d" % meta["junior_time_estimate_min"],
]
return "\n".join(lines) + "\n"
def render_task_toml(meta):
keywords = ", ".join('"%s"' % tag for tag in meta["tags"])
return (
'schema_version = "1.4"\n'
'source = "TerminalBench-DockerLess"\n'
"\n"
"[task]\n"
'name = "swedl/%s"\n'
'authors = [{ name = "%s", email = "%s" }]\n'
'description = "%s"\n'
"keywords = [%s]\n"
"\n"
"[metadata]\n"
'difficulty = "%s"\n'
'category = "%s"\n'
"tags = [%s]\n"
"expert_time_estimate_min = %d\n"
"junior_time_estimate_min = %d\n"
"\n"
"[verifier]\n"
"timeout_sec = %.1f\n"
"\n"
"[agent]\n"
"timeout_sec = %.1f\n"
"\n"
"[environment]\n"
'network_mode = "no-network"\n'
'os = "linux"\n'
'workdir = "/workspace"\n'
% (
meta["dir"],
AUTHOR["name"],
AUTHOR["email"],
meta["description"],
keywords,
meta["difficulty"],
meta["category"],
keywords,
meta["expert_time_estimate_min"],
meta["junior_time_estimate_min"],
meta["max_test_timeout_sec"],
meta["max_agent_timeout_sec"],
)
)
def build_row(meta):
task_dir = TASKS_DIR / meta["dir"]
environment = task_dir / "environment"
instruction = read_text(task_dir / "instruction.md")
setup_path = environment / "setup.sh"
setup = read_text(setup_path) if setup_path.is_file() else ""
row = {
"task_id": meta["task_id"],
"instruction": instruction,
"author_name": AUTHOR["name"],
"author_email": AUTHOR["email"],
"difficulty": meta["difficulty"],
"category": meta["category"],
"tags": list(meta["tags"]),
"parser_name": "pytest",
"max_agent_timeout_sec": meta["max_agent_timeout_sec"],
"max_test_timeout_sec": meta["max_test_timeout_sec"],
"expert_time_estimate_min": meta["expert_time_estimate_min"],
"junior_time_estimate_min": meta["junior_time_estimate_min"],
"task_yaml": render_task_yaml(meta, instruction),
"task_toml": render_task_toml(meta),
"dockerfile": read_text(environment / "Dockerfile"),
"solution": read_text(task_dir / "solution" / "solve.sh"),
"tests": {
path.name: read_text(path)
for path in sorted((task_dir / "tests").iterdir())
if path.is_file()
},
"dockerless": {
"setup": setup,
"setup_timeout_sec": 120,
"files": workspace_files(environment),
"test_cmd": "",
"workdir": "workspace",
"requires": list(meta["requires"]),
"baseline_failures": [],
},
}
return row
def baseline(row):
root = Path(tempfile.mkdtemp(prefix="tbdl-build-"))
try:
result, _ = run_harness.evaluate(row, "", root)
finally:
shutil.rmtree(root, ignore_errors=True)
return result
def main():
rows = []
print("%-24s %-7s %-8s %s" % ("task_id", "diff", "files", "baseline"))
for meta in TASKS:
row = build_row(meta)
result = baseline(row)
row["dockerless"]["baseline_failures"] = result["failing"]
if result["resolved"]:
raise RuntimeError(
"%s passes with no agent at all -- the task is not solvable-proof"
% row["task_id"]
)
if not result["tests_total"]:
raise RuntimeError("%s: verifier collected no tests" % row["task_id"])
rows.append(row)
print(
"%-24s %-7s %-8d %d/%d failing"
% (
row["task_id"],
row["difficulty"],
len(row["dockerless"]["files"]),
result["tests_total"] - result["tests_passed"],
result["tests_total"],
)
)
with open(OUT, "w", encoding="utf-8", newline="\n") as handle:
for row in rows:
handle.write(json.dumps(row, ensure_ascii=False) + "\n")
print("\nwrote %s (%d rows, %.1f KiB)" % (OUT.name, len(rows), OUT.stat().st_size / 1024.0))
REPORTS.mkdir(exist_ok=True)
failures = []
for mode, expected in (("--solution", len(rows)), ("--baseline", 0)):
report_path = REPORTS / ("%s.json" % mode.lstrip("-"))
proc = subprocess.run(
[
sys.executable,
str(ROOT / "run_harness.py"),
"--dataset",
str(OUT),
mode,
"--out",
str(report_path),
],
capture_output=True,
text=True,
encoding="utf-8",
)
tail = (proc.stdout.strip().splitlines() or ["<no output>"])[-1]
print("%-12s %s" % (mode, tail))
if proc.returncode != 0:
failures.append("%s exited %d: %s" % (mode, proc.returncode, proc.stderr[-800:]))
continue
resolved = json.loads(report_path.read_text(encoding="utf-8"))["resolved"]
if resolved != expected:
failures.append("%s resolved %d, expected %d" % (mode, resolved, expected))
if failures:
print("\nVERIFICATION FAILED")
for message in failures:
print(" - %s" % message)
return 1
print("\nverification passed: oracle %d/%d, baseline 0/%d" % (len(rows), len(rows), len(rows)))
return 0
if __name__ == "__main__":
sys.exit(main())