Module importers Future

Importers Module - Future Enhancements

Scope

• hardening and refinement of multi-connector import runtime behavior
• expansion of deterministic reliability under sustained ingestion and conflict pressure
• stronger benchmark-backed guardrails for importer hot paths

Design Constraints

• importer contracts remain backward compatible within major release line.
• validation and conflict behavior remain explicit and deterministic.
• connector degradation/unsupported paths remain bounded and observable.
• audit and integrity signals remain traceable under load.

Required Interfaces

Interface	Requirement
connector interfaces	deterministic source validation/import execution semantics
schema interfaces	explicit inference/validation/mapping behavior
conflict/integrity interfaces	bounded conflict strategy and auditability semantics
enrichment interfaces	stable MDM/advanced post-processing behavior

Implementation Notes

• tighten parity and edge handling across relational/document/stream/file/object connectors.
• standardize diagnostics for schema, conflict, and capability mismatch incidents.
• expand resilience tests for prolonged high-throughput ingestion and mixed strategies.
• broaden benchmark depth for CDC/stream and integrity-intensive import paths.

Test Strategy

• unit and integration suites for connector, schema, conflict, and audit flows.
• regressions for unsupported connector/degraded capability and malformed schema paths.
• deterministic stress runs for high-volume mixed-source ingestion.
• release-profile benchmark runs for mapped importer targets.

Performance Targets

• parser/import and control-plane paths remain inside regression budgets.
• importer hot paths remain stable at p95/p99 envelopes.
• mapped benchmark manifests reach no-missing-case status for release gating.

Security / Reliability

• maintain strict source/schema checks before import commit.
• preserve explicit conflict/capability failure signaling.
• enforce bounded behavior in CDC/stream/object-source degraded modes.
• keep diagnostics actionable for production ingestion incidents.

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