generate_metrics_payload.py

#!/usr/bin/env python3
"""Generate a canonical metrics payload for the WebX dashboard.

Design goals:
- No hidden magic: deterministic, explicit inputs.
- Works with either a 'receipt' JSON (OME‑1 style) or a generic metrics JSON.
- Emits a single canonical JSON with timestamps and minimal provenance.

This file is intentionally dependency‑free (stdlib only).
"""

from __future__ import annotations

import argparse
import json
import sys
from dataclasses import dataclass
from datetime import datetime, timezone
from pathlib import Path
from typing import Any, Dict, Optional


ISO_FMT = "%Y-%m-%dT%H:%M:%SZ"


def now_utc_iso() -> str:
    return datetime.now(timezone.utc).strftime(ISO_FMT)


def read_json(path: Path) -> Dict[str, Any]:
    try:
        return json.loads(path.read_text(encoding="utf-8"))
    except Exception as e:
        raise SystemExit(f"Failed to read JSON from {path}: {e}")


def pick(d: Dict[str, Any], keys: list[str]) -> Optional[Any]:
    for k in keys:
        if k in d:
            return d[k]
    return None


def coerce_float(x: Any, field: str) -> float:
    try:
        return float(x)
    except Exception:
        raise SystemExit(f"Field '{field}' must be numeric; got: {x!r}")


@dataclass
class Provenance:
    source_repo: str
    source_commit: str
    updated_at: str


def build_from_generic(metrics: Dict[str, Any], prov: Provenance) -> Dict[str, Any]:
    # Accept multiple key spellings.
    omega = pick(metrics, ["omega", "Ω", "Omega", "OMEGA"]) 
    psi = pick(metrics, ["psi", "Ψ", "Psi", "PSI"]) 
    theta = pick(metrics, ["theta", "Θ", "Theta", "THETA"]) 
    cvar = pick(metrics, ["cvar", "CVaR", "CVAR"]) 

    if omega is None or psi is None or theta is None or cvar is None:
        missing = [
            name
            for name, val in [("omega", omega), ("psi", psi), ("theta", theta), ("cvar", cvar)]
            if val is None
        ]
        raise SystemExit(
            "Missing required metric fields in --in JSON: " + ", ".join(missing)
        )

    payload = {
        "schema": "matverse.webx.metrics.v1",
        "updated_at": prov.updated_at,
        "source": {"repo": prov.source_repo, "commit": prov.source_commit},
        "metrics": {
            "omega": coerce_float(omega, "omega"),
            "psi": coerce_float(psi, "psi"),
            "theta": coerce_float(theta, "theta"),
            "cvar": coerce_float(cvar, "cvar"),
        },
    }

    # Optional extras preserved if present.
    extras = {}
    for k in ["ccr", "CCR", "viability", "antifragility", "epsilon", "energy", "tau", "delta_i"]:
        if k in metrics:
            extras[k.lower()] = metrics[k]
    if extras:
        payload["metrics"].update(extras)

    return payload


def build_from_receipt(receipt: Dict[str, Any], prov: Provenance) -> Dict[str, Any]:
    # Receipt formats vary; we support common patterns.
    # Try direct fields first.
    omega = pick(receipt, ["omega", "Ω"]) 
    psi = pick(receipt, ["psi", "Ψ"]) 
    theta = pick(receipt, ["theta", "Θ"]) 
    cvar = pick(receipt, ["cvar", "CVaR"]) 

    # Or nested in a 'metrics' object.
    if isinstance(receipt.get("metrics"), dict):
        m = receipt["metrics"]
        omega = omega if omega is not None else pick(m, ["omega", "Ω"]) 
        psi = psi if psi is not None else pick(m, ["psi", "Ψ"]) 
        theta = theta if theta is not None else pick(m, ["theta", "Θ"]) 
        cvar = cvar if cvar is not None else pick(m, ["cvar", "CVaR"]) 

    if omega is None or psi is None or theta is None or cvar is None:
        raise SystemExit(
            "Receipt does not expose omega/psi/theta/cvar (directly or under 'metrics')."
        )

    merkle_root = pick(receipt, ["merkle_root", "merkle", "root"]) 
    ledger_path = pick(receipt, ["ledger", "ledger_path", "rb_ledger"]) 
    ohash = pick(receipt, ["ohash", "OHASH"]) 

    payload = {
        "schema": "matverse.webx.metrics.v1",
        "updated_at": prov.updated_at,
        "source": {"repo": prov.source_repo, "commit": prov.source_commit},
        "artifacts": {
            "receipt": "receipt.json",
            "merkle_root": merkle_root,
            "ledger": ledger_path,
            "ohash": ohash,
        },
        "metrics": {
            "omega": coerce_float(omega, "omega"),
            "psi": coerce_float(psi, "psi"),
            "theta": coerce_float(theta, "theta"),
            "cvar": coerce_float(cvar, "cvar"),
        },
    }

    return payload


def main() -> int:
    ap = argparse.ArgumentParser()
    ap.add_argument("--in", dest="in_path", help="Generic metrics JSON input")
    ap.add_argument("--receipt", help="Receipt JSON input (OME‑1 style)")
    ap.add_argument("--out", required=True, help="Output metrics.json")
    ap.add_argument("--source-repo", default="matverse-acoa/core")
    ap.add_argument("--source-commit", default="unknown")
    ap.add_argument("--updated-at", default=None)

    args = ap.parse_args()

    if not args.in_path and not args.receipt:
        raise SystemExit("Provide either --in <json> or --receipt <json>.")
    if args.in_path and args.receipt:
        raise SystemExit("Provide only one: --in or --receipt.")

    updated_at = args.updated_at or now_utc_iso()
    prov = Provenance(args.source_repo, args.source_commit, updated_at)

    if args.in_path:
        data = read_json(Path(args.in_path))
        payload = build_from_generic(data, prov)
    else:
        receipt = read_json(Path(args.receipt))
        payload = build_from_receipt(receipt, prov)

    out_path = Path(args.out)
    out_path.write_text(json.dumps(payload, indent=2, sort_keys=True) + "\n", encoding="utf-8")

    print(f"Wrote {out_path} ({payload['schema']})")
    return 0


if __name__ == "__main__":
    raise SystemExit(main())