governed-inference-meter / DEPRECATED.md
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DEPRECATED — this repo has been consolidated into szl-energy-attest

Status: DEPRECATED (Wave D consolidation). Canonical home: szl-holdings/szl-energy-attest@4d8d105c.

governed-inference-meter was a duplicate SZL energy micro-repo. To keep ONE canonical energy package, its unique code has been copied (folded) into the canonical szl-energy-attest repo under the subpackage szl_energy_attest.inference_meter.

Nothing here was deleted. This repository is kept intact and reversiblearchiving it is a later founder step, not part of this consolidation.

What moved (and where)

The fold contains the live inference metering surface plus the legacy meter-specific compatibility adapters required to preserve public imports:

This repo (governed_inference_meter) Canonical home (szl_energy_attest.inference_meter)
EnergyMeter + capability_report + nvml_available (_energy.py) — NVML energy-counter and power-integral (trapezoidal) estimators szl_energy_attest.inference_meter.EnergyMeter / capability_report / nvml_available
Advisory policy gate: PolicyResult, allow_all, deny_all, evaluate, ALLOW/DENY (_policy.py) same names under szl_energy_attest.inference_meter
ReceiptChain + meter() / metered() wrappers with tokens-per-joule (_receipt.py, __init__.py) szl_energy_attest.inference_meter.ReceiptChain / meter / metered
selfcheck, receipt_head/count/tail/verify same names under szl_energy_attest.inference_meter
Meter-specific in-toto/compliance adapter (_attest.py) attest, to_intoto_statement, compliance_evidence, verify_statement
Meter-specific PCGI spine/signing-facing adapter (_spine.py) emit_szl_receipt, from_meter_receipt, meter_szl_receipt, receipt/statement verifiers
test_meter.py plus migration invariants test_inference_meter.py and test_inference_meter_migration.py

Compatibility surfaces retained with provenance

The canonical szl-energy-attest root package already has its own energy-receipt, attestation, PCGI, and signing surfaces. Those are a distinct receipt schema, not a drop-in replacement for every legacy meter import. For continuity:

  • the meter-specific _attest.py adapter is retained with only its package name and install guidance rewritten to the canonical successor;
  • the meter-specific _spine.py adapter is retained with only the package import and install guidance rewritten to the canonical successor name;
  • the hardened _receipt.py chain verifier is retained byte-for-byte;
  • signing and statement construction continue to delegate lazily to the shared szl-receipt library rather than forking cryptography.

The successor's immutable MIGRATION_PROVENANCE.json records both legacy and successor SHA-256 digests and the bounded _attest.py / _spine.py transformations. This preserves import and signing-facing continuity without claiming that the legacy and root successor receipt schemas are equal, that a key is configured, or that any receipt is signed.

Deprecation boundary

  • New integrations use szl_energy_attest.inference_meter at the verified successor revision above.
  • This GitHub repository and its Hugging Face kernel remain readable as provenance and rollback surfaces; deprecation is not deletion.
  • No new capability, install, schema-parity, measured-energy, or signature claim is made by this pointer correction.
  • Archiving is not authorized by this document. It remains an explicit owner decision after the GitHub and Hugging Face pointers are live, active inbound references are repaired or classified, CI remains green, and rollback evidence is retained.

Migration

# Before
import governed_inference_meter as gim
receipt, output = gim.meter(run, args=("hello",), model="m", tokens_in=2, tokens_out=7)

# After (canonical)
from szl_energy_attest import inference_meter as gim
receipt, output = gim.meter(run, args=("hello",), model="m", tokens_in=2, tokens_out=7)

Honesty note (unchanged)

The doctrine labels are preserved verbatim in the folded copy: energy is MEASURED only with NVML (else mode="unmeasured", joules=None — never a fabricated joule), the policy gate is advisory (host-enforced, not a safety guarantee), the receipt digest is tamper-evidence (not a signature), and Λ = Conjecture 1 (advisory, uniqueness OPEN) — never upgraded to proven.