Skip to main content

Unified Rust persistence for the CIRIS federation — signed events, time-series, runtime state.

Project description

CIRISPersist

One embeddable Rust crate behind every stateful surface a CIRIS federation node needs — the signed reasoning-trace log, the hash-chained audit log, the memory graph, time-series telemetry, secrets-at-rest, federation trust state, and the CEG §19 holonomic / forever-memory substrate (fountain content, WholenessWitness, aggregation tiers). Postgres or SQLite; in-process via PyO3 or over HTTP.

Current: v8.5.0 · CIRISVerify pin v5.10.0 · CEG §19 / §19.7 (1.0).

What it is

CIRISPersist is the lowest stateful substrate above CIRISVerify. An agent or lens node links it as a library — pip install ciris-persist — and gets every storage surface it needs from one versioned API instead of ~11 hand-rolled services. The backend is chosen at Engine construction by DSN scheme (postgres://… or sqlite://…); every method works on both.

Substrates

Substrate Backs
trace ingest signed reasoning-trace event log + LLM-call log
cirisaudit hash-chained, per-tenant signed audit log (RFC 6962 Merkle)
cirisgraph memory nodes + edges — absorbs MemoryService / ConfigService
telemetry metric writes + TSDB rollup
secrets federated SecretsService — AES-256-GCM at rest, hardware-backed master key
cirisnode CIRISNodeCore federation-consensus substrate
fountain fountain-coded content primitive — signed manifest + N+K opaque symbols, tier eviction, authenticated partial reads (CEG §19.3)
wholeness_witness §19.1 WholenessWitness corpus — divergence detector that routes to the existing quorum-merge (CEG §19)
content_aggregation §19.7 forever-memory aggregation tier — N→1 composites, opaque aggregation_meta, descent-integrity (CEG §19.7)
sequence / occurrence atomic per-identity counters + endpoint-liveness registry
lens substrates tasks, thoughts, correlations, tickets, deferral reports, WA certs, …

Honest read

  • Postgres + SQLite at 100% parity. Every PyO3 method works on both backends — including the observability read API and the lens-derived schemas — so sovereign-mode (Pi / iOS) deployments are not second-class.
  • In-process cohabitation. Engine is a process-singleton: a CIRIS 3.0 process hosting the agent + NodeCore + LensCore shares one runtime, one pool, one identity — see docs/COHABITATION.md. The public ffi::pyo3::register(py, m) hook (#231) lets a host wheel re-export the whole persist surface into its own module — one .so, one PyO3 type registry (CIRISServer one-wheel).
  • Hardware-backed secrets. The secrets master key is derived — via CIRISVerify — from a seed sealed by the platform TPM / Keystore / Secure Enclave where one exists, with an honest software fallback where it does not.
  • Crypto goes through CIRISVerify. Persist never rolls its own — signing, verification, and key derivation route through ciris-verify-core / ciris-keyring (pinned v6.0.0, all six crates flipped in lockstep). The §19 holonomic gates (verify_witness, compare_witnesses, verify_aggregation_meta, verify_member_commitment, ejection_verdict, compute_merkle_root) are all verify-core calls — persist never re-rolls Merkle / preimage / signature logic.
  • Holonomic / forever-memory substrate (CEG §19 / §19.7, 1.0). Persist is the store + WholenessWitness-corpus owner + the divergence→quorum-merge router. A withdrawn content_id is hard-deleted regardless of rarity (revocation overrides rarity); a witness equivocation is retained and flagged hard_case:witness_equivocation, never reconciled. Memory fades along one pressure-driven descent but cannot be falsified — the signed envelope/manifest is the incorruptible anchor and partials stay authenticated against the signed per-symbol hashes.
  • Constitution alignment (0.1.5). v9.0.0 binds persist to the substrate clauses of the CIRIS Constitution 0.1.5. Federation-tier ingest is PQC-mandatory — every tier = federation write is hybrid-verified (Ed25519 + ML-DSA-65, Strict) at the admission gate, local-tier exempt (CC 5.3.2.4.3.1; BREAKING — classical-only federation rows are non-conformant). A node-only key's delegates_to may carry only infra:* scopes, never agency:*"infrastructure must not have agency" enforced cryptographically (CC 4.4.3.4.3 / CC 1.13.5). Non-infra community membership for a node/agent key requires owner-binding to a human (CC 3.2 / CC 3.4.7.1), and community content is sealed under a per-community DEK rotated zero-window on member removal (CC 4.4.3.2.1 / 4.4.3.2.2, wrap_algorithm: v2 only). Privacy stays bounded — cohort scope hides content, not contact (CC 1.13.3.1; see MISSION.md §1.9). See docs/THREAT_MODEL.md §3.15 (AV-67..AV-72).
  • 1+4 lockdown. Persist adds zero structural primitives (CC 1.7 — the federation's one workhorse attestation primitive + four structural composers). Every substrate above rides scores + a subject_kind + the four composers (delegates_to / supersedes / withdraws / recants) — the constitution-alignment gates are admission logic over the existing federation_keys / attestation surface, not new wire shapes.
  • Deliberately not: no embedded graph DB engine (Postgres / SQLite recursive CTEs instead); not a daemon (a library, not a service); horizontal sharding is out of scope.

Performance & SOTA

Measured by the in-repo criterion suite (benches/ — eleven harnesses run per commit and published to the trend dashboard). Representative current numbers:

  • AES-256-GCM (secrets-at-rest) — ~9.5 GiB/s, via CIRISVerify v2.8.0.
  • Analytics — V042 covering indexes turn the scoring ReadEngine queries into index-only scans; cross_agent_divergence ~−42% vs. a raw table scan.
  • next_sequence — a durable, async-safe atomic counter increment ~10 µs (the SQLite UPSERT itself ~2 µs; the rest is the async wrapper).
  • Cold start — open + full migration run ~12 ms.
Capability SOTA peers CIRISPersist
Embedded persistence ORMs — sqlx, Diesel; per-service DBs one API, Postgres + SQLite at 100% parity — at parity
Audit log Trillian, Rekor, AWS QLDB RFC 6962 Merkle + post-quantum-signed tree heads — ahead of typical
Crypto-at-rest ring, OpenSSL (~3–6 GiB/s AES-GCM) ~9.5 GiB/s AES-256-GCM via CIRISVerify — ahead
Post-quantum mostly classical hybrid Ed25519 + ML-DSA-65 throughout; Full-mode traces + fountain manifests + aggregation meta reject classical-only at ingest (HNDL hard cut, CEG §10.1.5.1.1) — ahead
Analytics DuckDB, ClickHouse (columnar) row store + query-shaped covering indexes ("poor-man's column store") — at parity for the fixed query set; ~2–5× behind a columnar engine on raw ad-hoc scan
Horizontal scale sharded DB services a library, not a service — behind (deployment shape, not algorithm)

Ahead on post-quantum crypto and the Merkle audit log; at parity on embedded persistence and on analytics for its closed query set; the one real "behind" — horizontal scale — is a library-vs-service choice, not an algorithm gap.

Quick start

import ciris_persist as cp

engine = cp.Engine(dsn="sqlite://./agent.db", signing_key_id="agent-ed25519")
engine.register_consumer("my-adapter", ["cirisgraph"])
summary = engine.receive_and_persist(request_body_bytes)

Docs

Doc What
MISSION.md Mission-Driven Development alignment (Accord Meta-Goal M-1)
FSD/CIRIS_PERSIST.md Full functional spec
docs/COHABITATION.md In-process cohabitation model
docs/THREAT_MODEL.md Threat model (AV-* attack vectors)
docs/PUBLIC_SCHEMA_CONTRACT.md Stable schema contract
CHANGELOG.md Per-release history

License

AGPL-3.0-or-later. The persistence path is auditable line-by-line by design: closed-source forks are forbidden, which makes the federation primitive's audit story structurally enforceable, not merely socially expected.

Project details


Release history Release notifications | RSS feed

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distributions

No source distribution files available for this release.See tutorial on generating distribution archives.

Built Distributions

If you're not sure about the file name format, learn more about wheel file names.

ciris_persist-9.7.0-cp310-abi3-win_amd64.whl (12.3 MB view details)

Uploaded CPython 3.10+Windows x86-64

ciris_persist-9.7.0-cp310-abi3-manylinux_2_38_x86_64.whl (12.2 MB view details)

Uploaded CPython 3.10+manylinux: glibc 2.38+ x86-64

ciris_persist-9.7.0-cp310-abi3-manylinux_2_38_aarch64.whl (11.4 MB view details)

Uploaded CPython 3.10+manylinux: glibc 2.38+ ARM64

ciris_persist-9.7.0-cp310-abi3-macosx_11_0_arm64.whl (9.3 MB view details)

Uploaded CPython 3.10+macOS 11.0+ ARM64

File details

Details for the file ciris_persist-9.7.0-cp310-abi3-win_amd64.whl.

File metadata

File hashes

Hashes for ciris_persist-9.7.0-cp310-abi3-win_amd64.whl
Algorithm Hash digest
SHA256 8b8f1e97c559f3b8fb6002b97b823167cd9bec8d1c22d2a45f581b3ccd7c19e7
MD5 1ac644e0811b97812542b5f7761e6467
BLAKE2b-256 b9e8e9579b8ce1c011f6635cbc1860d4df172f472d6a575de19c42b571bbb944

See more details on using hashes here.

Provenance

The following attestation bundles were made for ciris_persist-9.7.0-cp310-abi3-win_amd64.whl:

Publisher: ci.yml on CIRISAI/CIRISPersist

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file ciris_persist-9.7.0-cp310-abi3-manylinux_2_38_x86_64.whl.

File metadata

File hashes

Hashes for ciris_persist-9.7.0-cp310-abi3-manylinux_2_38_x86_64.whl
Algorithm Hash digest
SHA256 deb0b43c57c018d125eb8eb15f7738b59b8c6ed65a4c85957080b219fb5e05fd
MD5 87fad5f7bca62654dcd9b986f7f7cf0b
BLAKE2b-256 a81f8530d6cba5e573fae3005d80969a853858847865c5b62c50643e85852b44

See more details on using hashes here.

Provenance

The following attestation bundles were made for ciris_persist-9.7.0-cp310-abi3-manylinux_2_38_x86_64.whl:

Publisher: ci.yml on CIRISAI/CIRISPersist

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file ciris_persist-9.7.0-cp310-abi3-manylinux_2_38_aarch64.whl.

File metadata

File hashes

Hashes for ciris_persist-9.7.0-cp310-abi3-manylinux_2_38_aarch64.whl
Algorithm Hash digest
SHA256 bec7263a70614f6585b632bacd959392bf50c43792be0d65cb5c16e012ad4e48
MD5 3eb61747885542a4c2d8ab31d47a2470
BLAKE2b-256 17b36d5ee625e0a811539213a15306b10b54efaaee1d770597c1176e182a74de

See more details on using hashes here.

Provenance

The following attestation bundles were made for ciris_persist-9.7.0-cp310-abi3-manylinux_2_38_aarch64.whl:

Publisher: ci.yml on CIRISAI/CIRISPersist

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file ciris_persist-9.7.0-cp310-abi3-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for ciris_persist-9.7.0-cp310-abi3-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 0d19fcbca5cb95f5795e356bdad9447b0aba6f7090a7f9770b210a9b8184d519
MD5 0a6b41a912a4f60aaaa8d55734b689f6
BLAKE2b-256 a17136da58df7528aadaf7323f5c70509e7cd470d36e0094e02f5767693c5358

See more details on using hashes here.

Provenance

The following attestation bundles were made for ciris_persist-9.7.0-cp310-abi3-macosx_11_0_arm64.whl:

Publisher: ci.yml on CIRISAI/CIRISPersist

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page