Module content Future

Navigation: Home > Modules

Content Module - Future Enhancements

Scope

• hardening and refinement of ingestion/extraction/enrichment runtime behavior
• expansion of deterministic reliability under mixed-format and async-pressure scenarios
• stricter benchmark-backed guardrails for content processing hot paths
• Batch 5 finalization: documentation synchronization and production readiness gates for v2.4.0 GA

Deferred Features from Batch 5 (CMT-7502 TODO Scan)

The following features are deferred past v2.4.0 GA; see CONTENT_DEFERRED_FEATURES.md for complete inventory:

• Optimization: Replace linear search with hash table for 1000+ patterns in abuse_detector (Performance, Q4 2026)
• Feature Flag: Add geospatial distance filtering when CUDA support available (Enhancement, Q4 2026)
• Vendor Integration: Integrate with Cloudflare Abuse Database API (pending contract, Q4 2026)
• Archive: Expand compression format support beyond ZIP/TAR (Enhancement, Q1 2027)
• OCR: Add handwriting recognition for scanned documents (Enhancement, Q1 2027)

Design Constraints

• content contracts remain backward compatible within major release line.
• validation and policy gates remain explicit and fail-closed.
• optional processor degradation paths remain bounded and observable.
• ingestion state transitions remain auditable and diagnosable.

Required Interfaces

Interface	Requirement
ingestion interfaces	deterministic intake and routing semantics
validation/security interfaces	explicit pre-processing rejection behavior
extraction/enrichment interfaces	stable format-aware processing contracts
async/ops interfaces	bounded queue behavior and operational observability

Implementation Notes

• tighten behavior parity across processor dependency modes.
• standardize diagnostics for validation, fallback, and async queue failures.
• expand resilience tests for sustained mixed-media ingestion.
• add broader benchmark coverage for additional processors and stages.

Test Strategy

• unit and integration suites for ingestion and processor execution paths.
• regressions for archive/OCR/Office/PDF and mixed-format edge scenarios.
• deterministic async-pressure and fallback-behavior tests.
• release-profile benchmark runs for mapped content targets.

Performance Targets

• extraction hot paths remain within regression budgets.
• concurrent extraction/ingestion behavior remains stable at p95/p99.
• benchmark manifests for mapped content targets reach no-missing-case status.

Security / Reliability

• maintain strict validation/policy gating for untrusted payloads.
• preserve explicit failure signaling for degraded processor dependencies.
• enforce bounded archive and queue behavior under load.
• keep diagnostics actionable for production content incidents.

---

ThemisDB 1.9.0-beta · Home · Module-Index · GitHub · Issues