SocioProphet Platform Standards — Storage, Contracts, and Measurement

Metadata	Details
Description	Standards and measurement guidance for interoperable storage, data contracts, and benchmarking in an incident intelligence / ChatOps platform.
Website	https://github.com/SocioProphet
Topics	incident-intelligence, chatops, standards, data-contracts, avro, arrow, parquet, json-ld, rdf, sparql, property-graph, hypergraph, tritrpc, event-streams, benchmarks, storage, opensearch, postgres, vector-search, graph-database, observability, governance, interoperability

Description: Standards and measurement guidance for interoperable storage, data contracts, and benchmarking in an incident intelligence / ChatOps platform.

Repository description

This repository is a standards and decision package for an open, vendor-neutral incident intelligence / ChatOps platform. It defines storage contexts, data contracts, service interfaces, and benchmark methodology for evaluating portability, performance, and governance across the stack.

We treat the platform as a set of contexts (event stream, incident state, artifacts, search, vectors, graphs, metrics) and we standardize:

• Data contracts: Avro for event contracts; Arrow + Parquet for analytic payloads; JSON-LD for semantic/provenance overlays.
• Interfaces: TritRPC (typed RPC) for service calls; event bus topics for asynchronous flows.
• Execution: Beam for batch/stream transforms; Ray for training/serving/task placement.
• Storage portfolio: Postgres as system-of-record; OpenSearch for text; optional vector/graph stores based on measured workload triggers.
• Measurement: a benchmark harness with 30 defined workloads (latency/throughput/cost/recovery).

Repository map

• docs/standards/ — normative standards (MUST/SHOULD/MAY language)
• docs/benchmarks/ — benchmark methodology and reporting format
• benchmarks/workloads/ — workload definitions (YAML)
• benchmarks/harness/ — harness scaffold (drivers to implement)
• adr/ — Architecture Decision Records (templates + initial decisions)
• schemas/ — schema placeholders for Avro/Arrow/JSON-LD contexts
• ops/ — deployment conventions (placeholders)
• SECURITY.md — security policy and reporting guidance
• LICENSE — Apache-2.0 license

Status

• Initial scaffold created: 2026-01-08
• Next: implement benchmark harness code + populate schema directories with v1 contracts.

Graph Layer

This repo now includes the Graph Store Abstraction standard (RDF/SPARQL, property graph, and AtomSpace-style hypergraph) plus a dedicated graph benchmark workload suite.

Security policy

Please review SECURITY.md for supported versions, vulnerability disclosure, and response expectations.

License

Licensed under the Apache-2.0 license. See LICENSE for full text.

Dev setup

python3 -m venv .venv . .venv/bin/activate python3 -m pip install -U pip python3 -m pip install -r requirements-dev.txt