Covers conformance fixtures, adversarial cases, quality metrics, budgets, monitoring, fallback, and incident review for governed analytics tool gateway, so adopters can expose narrow metric operations through one authorization, validation, budgeting, compil...
Package status: reference context ready for human review. The contract and test scenarios are complete, but no claim is made that an adopting implementation has passed them.
Decision
For Governed analytics tool gateway, verify the contract under success, denial, failure, recovery, load, and drift so adopters can expose narrow metric operations through one authorization, validation, budgeting, compilation, and audit boundary. The gateway accepts semantic metric requests only; raw SQL, database object names, credentials, and write operations are not part of its public contract. This is a reference contract: database products, numeric budgets, jurisdictions, retention, organizational defaults, and accountable owners remain explicit adoption choices.
Scope
- The Governed analytics tool gateway actors, inputs, outputs, states, versions, and externally visible outcomes needed to expose narrow metric operations through one authorization, validation, budgeting, compilation, and audit boundary.
- The role-specific focus of this block: verify the contract under success, denial, failure, recovery, load, and drift, including primary, cached, asynchronous, export, support, and recovery paths where applicable.
- Adoption-specific configuration, ownership, rollout, evidence retention, and review responsibilities needed to use the contract safely.
Outside this block
- The gateway accepts semantic metric requests only; raw SQL, database object names, credentials, and write operations are not part of its public contract.
- Choosing a universal database, model, renderer, vendor, numeric threshold, retention period, timezone, jurisdiction, or service-level objective.
- Claiming that packaged scenarios ran against a downstream implementation or that this reference grants security, privacy, accessibility, analytical, or legal approval.
Contract
- Verification evidence for Governed analytics tool gateway must demonstrate this rule: Public operations are allowlisted metric discovery, description, query, comparison, breakdown, freshness, and result retrieval; no generic execute statement operation exists.
- Verification evidence for Governed analytics tool gateway must demonstrate this rule: The gateway derives identity, tenant, role, assignments, and purpose from trusted authentication context and treats model arguments only as requested scope.
- Verification evidence for Governed analytics tool gateway must demonstrate this rule: It validates metric version, subject, periods, dimensions, filters, grain, minimum population, and budgets before compiling any connector request.
- Verification evidence for Governed analytics tool gateway must demonstrate this rule: Authorization is applied before aggregation and again before result delivery, cache reuse, export, drill-down, or asynchronous retrieval.
- Verification evidence for Governed analytics tool gateway must demonstrate this rule: A database-specific compiler generates parameterized queries against curated analytical objects; generated text is never accepted back from the model.
- Verification evidence for Governed analytics tool gateway must demonstrate this rule: Results follow one schema containing metric descriptions, values, units, periods, quality, freshness, access trimming, warnings, and provenance.
- Verification evidence for Governed analytics tool gateway must demonstrate this rule: Error codes distinguish invalid, ambiguous, unauthorized, unsupported, over-budget, stale, partial, dependency, and internal failures without leaking protected existence.
- Verification evidence for Governed analytics tool gateway must demonstrate this rule: Every operation has a correlation ID, bounded deadline, cancellation path, rate and cost accounting, safe audit evidence, and a terminal state.
Implementation guidance
- Create paired positive and negative fixtures for each public operation, semantic rule, authorization boundary, and terminal state.
- Measure correctness, unsupported output, denial consistency, latency, resource use, and recovery by contract and implementation version.
- Inject dependency, policy, schema, freshness, cancellation, and audit failures before promoting the implementation beyond review.
- Keep human domain review for consequential interpretations and feed disagreements into versioned fixtures and rules.
Failure handling and safeguards
- For Governed analytics tool gateway, Any request containing SQL, unknown operators, unregistered fields, or caller-asserted authority is rejected before connector routing.
- For Governed analytics tool gateway, If a connector exceeds its deadline or budget, the gateway cancels where supported and returns a terminal structured error with no partial false success.
- For Governed analytics tool gateway, A cache key or async handle that does not match current caller policy returns a non-enumerating denial and cannot reveal prior results.
Verification and operations
- For the testing evidence of Governed analytics tool gateway, fuzz schemas, identifiers, filters, encodings, handles, and tool errors to prove that no input crosses into an executable SQL position.
- For the testing evidence of Governed analytics tool gateway, run a role-by-operation-by-subject matrix across direct, cached, asynchronous, export, and drill-down paths.
- For the testing evidence of Governed analytics tool gateway, inject connector timeout, cancellation failure, stale catalog, partial data, and audit sink failure and verify bounded terminal behavior.
Adoption assumptions
- The adopting product has authenticated identity, a versioned authorization policy, owned metric definitions, bounded telemetry, and a controlled path for change.
- Names and values in the example are fictional adoption fixtures, not universal defaults, production credentials, performance promises, or business targets.
- Referenced specifications constrain protocol, security, accessibility, or vendor behavior; the adopting team must confirm current applicability before promotion.
The executable-looking examples in this package are fixtures and acceptance contracts. Run the collection validator to check structure and metadata, then translate and execute the scenarios in the target repository before recording implementation evidence.