trail-evidence (Python)

Reference implementation of the Trail Evidence Record contract (trail.evidence/1, format 0.2) in Python: seal, sign and verify hash-chained JSON evidence records, and check payloads against registered profiles. Standard library only (RFC 8785 canonicalisation and Ed25519 verification are implemented in the package, the profile registry ships as package data), Python 3.9 or newer.

A Trail Evidence Record is one JSON object that describes one event a system wants to be able to prove later, chained to the previous record by a hash and optionally signed. A journal is JSON Lines, one record per line. The verifier needs nothing but the file, and a public key if signatures are to be checked.

pip install trail-evidence

trail-evidence-py verify journal.jsonl
trail-evidence-py verify journal.jsonl --pubkey <64 hex chars or file> --require-signatures
trail-evidence-py verify journal.jsonl --allow-incomplete
trail-evidence-py verify journal.jsonl --json
trail-evidence-py hash record.json
trail-evidence-py profiles

Every record gets a state: valid, invalid, unknown (its predecessor is not in the file) or outside_scope (another format or major version), and a profile state. The journal gets the verdict valid (exit code 0), invalid (1) or incomplete (3: no record invalid, but one unknown or outside the scope). --allow-incomplete accepts incomplete journals (exit code 0), for logs known to be incomplete such as rotated ones; --require-known-profiles counts records with an unknown profile as incomplete. Exit code 2 is a usage or I/O error. python -m trail_evidence is the same CLI.

from trail_evidence import seal, sign, verify_stream, GENESIS_HASH, NO_POLICY

record = {
    "producer": {"kind": "ml-pipeline", "id": "run-7f3a", "version": "1.4.0"},
    "stream_id": "run-7f3a", "seq": "0", "event_type": "ml.run.completed",
    "time": {"recorded_at": "2026-11-02T09:42:10.000Z", "source": "system"},
    "actor": {"auth": "operator-token", "id": "ml-ops"},
    "policy": NO_POLICY,
    "payload": {"metrics": {"dice": "0.9132"}},
}
seal(record, GENESIS_HASH)
sign(record, seed_bytes)            # optional
with open("journal.jsonl") as fh:
    report = verify_stream(fh, public_key_bytes)
print(report.summary(), report.verdict, report.exit_code())
print([(r.index, r.state, r.profile_state) for r in report.results])

seq is a decimal string ("0" to "18446744073709551615"); seal() also accepts an int and writes the string.

The pure Python Ed25519 code is written for clarity and test use, not for throughput or side-channel resistance. Producers that sign at volume should use a vetted library (for example cryptography) and keep this module for verification in tooling and tests.

The Go reference implementation, the browser verifier, the specification (SPEC.md), the JSON Schema and the test vectors live in the repository: https://github.com/RainerGewalt/trail-evidence. Go, Python and the browser verifier produce identical reports; scripts/crosscheck.sh enforces that.

Development, from a checkout:

cd python
python3 -m unittest discover -s tests -v
python3 -m trail_evidence verify ../examples/transfer-worker.jsonl
python3 -m trail_evidence check-vectors ../testdata/vectors.json