scripts/build.py

#!/usr/bin/env python3
"""Build SecureCodePairs v1.2.0 JSONL splits from curated records.

- Injects cvss_vector for every code record (derived from severity + flags).
- Splits code records into train / validation / test / benchmark (fixed seed).
- Writes LLM security trajectories to a separate file (trajectories.jsonl).
- benchmark split is a curated, balanced subset for leaderboard-style eval.
"""
import json
import os
import random
from data import RECORDS, TRAJECTORIES
from cvss import compute_cvss

ROOT = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
DATASET_DIR = os.path.join(ROOT, "data")
SEED = 42
VERSION = "1.2.0"

VALID_LANGS = {
    "Python", "Java", "JavaScript", "TypeScript", "Go", "PHP", "C#",
    "Kotlin", "Swift", "Rust", "Ruby", "C", "C++", "Scala", "YAML",
}
REQUIRED_FIELDS = [
    "id", "language", "framework", "title", "description",
    "owasp", "owasp_api", "owasp_llm", "cwe", "mitre_attack",
    "severity", "difficulty", "vulnerable_code", "secure_code", "patch",
    "root_cause", "attack", "impact", "fix", "guideline", "tags", "metadata",
    "cvss_vector",
]


def validate_records():
    errs = []
    ids = set()
    for r in RECORDS:
        rid = r.get("id")
        if rid in ids:
            errs.append(f"duplicate id {rid}")
        ids.add(rid)
        for f in REQUIRED_FIELDS:
            v = r.get(f)
            if f in ("owasp_api", "owasp_llm"):
                if v and not (str(v).startswith("API") or str(v).startswith("LLM")):
                    errs.append(f"{rid}: odd {f}: {v}")
                continue
            if v is None or (isinstance(v, str) and not v.strip()):
                errs.append(f"{rid}: missing/empty {f}")
        if r.get("language") not in VALID_LANGS:
            errs.append(f"{rid}: invalid language {r.get('language')}")
        if not isinstance(r.get("tags"), list) or not r.get("tags"):
            errs.append(f"{rid}: tags must be non-empty list")
        if not isinstance(r.get("metadata"), dict):
            errs.append(f"{rid}: metadata must be dict")
        if not str(r.get("cwe", "")).startswith("CWE-"):
            errs.append(f"{rid}: bad cwe {r.get('cwe')}")
        if not str(r.get("cvss_vector", "")).startswith("CVSS:"):
            errs.append(f"{rid}: bad cvss_vector {r.get('cvss_vector')}")
    return errs


def main():
    # Inject cvss_vector for code records
    for r in RECORDS:
        if "cvss_vector" not in r or not str(r["cvss_vector"]).startswith("CVSS:"):
            r["cvss_vector"] = compute_cvss(r)

    errs = validate_records()
    if errs:
        print("VALIDATION FAILED:")
        for e in errs[:40]:
            print("  -", e)
        raise SystemExit(1)
    print(f"Validated {len(RECORDS)} code records OK (cvss_vector injected).")

    rng = random.Random(SEED)
    items = list(RECORDS)
    rng.shuffle(items)
    n = len(items)
    n_test = max(1, round(n * 0.12))
    n_val = max(1, round(n * 0.12))
    n_bench = max(1, round(n * 0.10))
    test = items[:n_test]
    val = items[n_test:n_test + n_val]
    bench = items[n_test + n_val:n_test + n_val + n_bench]
    train = items[n_test + n_val + n_bench:]

    os.makedirs(DATASET_DIR, exist_ok=True)
    for name, split in (("train", train), ("validation", val),
                         ("test", test), ("benchmark", bench)):
        path = os.path.join(DATASET_DIR, f"{name}.jsonl")
        with open(path, "w", encoding="utf-8") as f:
            for rec in split:
                f.write(json.dumps(rec, ensure_ascii=False) + "\n")
        print(f"Wrote {len(split)} records -> {path}")

    # Trajectories (separate collection, outside dataset/ so the viewer
    # auto-detects code splits cleanly without schema mismatch)
    traj_dir = os.path.join(ROOT, "trajectories")
    os.makedirs(traj_dir, exist_ok=True)
    traj_path = os.path.join(traj_dir, "trajectories.jsonl")
    with open(traj_path, "w", encoding="utf-8") as f:
        for t in TRAJECTORIES:
            f.write(json.dumps(t, ensure_ascii=False) + "\n")
    print(f"Wrote {len(TRAJECTORIES)} trajectories -> {traj_path}")

    manifest = {
        "version": VERSION,
        "total_code_records": n,
        "total_trajectories": len(TRAJECTORIES),
        "splits": {"train": len(train), "validation": len(val),
                   "test": len(test), "benchmark": len(bench)},
        "seed": SEED,
        "languages": sorted(VALID_LANGS),
    }
    with open(os.path.join(ROOT, "manifest.json"), "w", encoding="utf-8") as f:
        json.dump(manifest, f, indent=2)
    print("Done.")


if __name__ == "__main__":
    main()