| """Build the public Hugging Face dataset: task catalog, seeded sample instances, and source.""" |
|
|
| import json |
| import os |
| import shutil |
| import sys |
| from pathlib import Path |
|
|
| ROOT = Path(__file__).resolve().parents[1] |
| sys.path.insert(0, str(ROOT)) |
|
|
| from workbench.tasks import ALL_TASK_IDS, TASK_IDS, build_task |
|
|
| DOMAINS = { |
| "swe": "software engineering", "ind": "industrial and physical systems", |
| "sci": "natural science", "off": "office and white-collar work", |
| "fin": "finance and economics", "math": "math and formal reasoning", |
| "sec": "cybersecurity", "med": "media and content production", |
| } |
| SUMMARY = { |
| "swe-fix-function": "Repair a buggy function from a bank of 8 (18 bug variants); hidden tests decide.", |
| "swe-implement-spec": "Implement a function from a written spec and examples; hidden tests decide.", |
| "swe-crash-triage": "Reproduce a crash in a small project; report file, line, exception type and the bad record.", |
| "ind-vibration-alarm": "Apply a consecutive-reading alarm rule to interleaved pump sensor data.", |
| "ind-tank-balance": "Simulate a tank mass balance from valve and drain schedules; find overflow and a level.", |
| "ind-oee": "Compute line OEE with overlapping downtime reports merged.", |
| "sci-longest-orf": "Find and translate the longest open reading frame on a DNA strand.", |
| "sci-limiting-reagent": "Stoichiometry: limiting reactant and isolated product mass at a given yield.", |
| "sci-dilution-series": "Beer-Lambert with blank correction and a serial dilution back to stock concentration.", |
| "off-meeting-slot": "Earliest common meeting slot across calendars in several time zones.", |
| "off-expense-audit": "Audit expense lines against a policy with caps, currency conversion and receipts.", |
| "off-regional-revenue": "Join orders to customers and total a quarter's revenue by region.", |
| "fin-loan-balance": "Amortization with cent rounding and extra principal payments.", |
| "fin-npv-ranking": "Rank projects by NPV from uneven cash flow schedules.", |
| "fin-portfolio-value": "Value a multi-currency portfolio from trades, closing prices and FX.", |
| "math-grid-paths": "Count monotone lattice paths around obstacles.", |
| "math-number-theory": "CRT, inclusion-exclusion counting, or digit sums of large powers.", |
| "math-constrained-path": "Shortest path cost and count of shortest routes avoiding a closed node.", |
| "sec-ssh-bruteforce": "Find the IP that brute-forced and then logged in, per a windowed rule, among decoys.", |
| "sec-decode-config": "Deobfuscate a defanged config blob (base64 + rotating XOR) to recover a hostname.", |
| "sec-firewall-rules": "Evaluate first-match firewall rules with CIDRs and port ranges.", |
| "med-subtitle-stats": "Count a speaker's subtitle cues and their on-screen time, including two-speaker cues.", |
| "med-edl-duration": "Program duration of a cuts-only EDL, skipping disabled events, as timecode.", |
| "med-headline-style": "Apply a title-case style guide with small words, acronyms and hyphens.", |
| "swe-repo-repair": "Find and fix injected regressions in a vendored open-source library; its own test suite grades.", |
| "swe-repo-boltons": "Repo Repair on boltons 26.2.0.", |
| "swe-repo-inflection": "Repo Repair on inflection 0.5.1.", |
| "swe-repo-more-itertools": "Repo Repair on more-itertools 11.1.0.", |
| "swe-repo-toolz": "Repo Repair on toolz 1.2.0.", |
| } |
|
|
|
|
| def main(out: Path): |
| if out.exists(): |
| shutil.rmtree(out) |
| (out / "data").mkdir(parents=True) |
| with open(out / "data" / "tasks.jsonl", "w") as f: |
| for tid in ALL_TASK_IDS: |
| fam, lv = tid.split("@") |
| f.write(json.dumps({"task_id": f"{fam}-l{lv}", "family": fam, "level": int(lv), |
| "domain": DOMAINS[fam.split("-")[0]], "summary": SUMMARY[fam]}) + "\n") |
| with open(out / "data" / "samples.jsonl", "w") as f: |
| for tid in ALL_TASK_IDS: |
| if tid.startswith("swe-repo-"): |
| continue |
| for seed in range(3): |
| t = build_task(tid, seed) |
| f.write(json.dumps({ |
| "task_id": tid, "seed": seed, "instruction": t.instruction, |
| "files": [{"name": k, "content": v} for k, v in sorted(t.files.items())], |
| "reference_answer": t.oracle, |
| }) + "\n") |
| catalog = Path(os.environ.get("WB_REPO_LIBS", "/app/repo_libs")) / "catalog" |
| if catalog.is_dir(): |
| shutil.copytree(catalog, out / "data" / "repo_catalog") |
| src = out / "source" |
| for rel in ["workbench", "server", "scripts", "tests", "docs", "repo_repair"]: |
| shutil.copytree(ROOT / rel, src / rel, ignore=shutil.ignore_patterns("__pycache__")) |
| for rel in ["openenv.yaml", "requirements.txt", "README.md"]: |
| shutil.copy(ROOT / rel, src / rel) |
| shutil.copy(ROOT / "README.md", out / "README.md") |
| print(f"wrote {len(ALL_TASK_IDS)} task variants and {3 * len(ALL_TASK_IDS)} samples to {out}") |
|
|
|
|
| if __name__ == "__main__": |
| main(Path(sys.argv[1] if len(sys.argv) > 1 else "dataset")) |
|
|
