Failure Modes

PreFlight — Deterministic Upstream Data Ingestion Gate

Failure Classification

Failure is a deterministic enforcement outcome indicating that ingestion safety cannot be mechanically verified.

  • A structural boundary verdict
  • A consequence of provable ingestion risk
  • Not a runtime error

PreFlight enforces structural safety only.

Structural Determinism Requirements

Ingestion safety requires:

  • Deterministic structural traversal
  • Stable column alignment
  • Type-consistent field representation
  • Unambiguous parsing conditions

Loss of structural determinism results in enforcement action.

1. Schema Structural Integrity

Failure occurs when column structure cannot be deterministically aligned across records.

  • Column count mismatch
  • Row-level structural inconsistency
  • Structural drift across records
  • Unstable delimiter interpretation

Structural integrity is a prerequisite for ingestion safety.

2. Row Iteration Viability

Failure occurs when dataset rows cannot be deterministically traversed.

  • Corrupted record boundaries
  • Malformed row termination
  • Truncated structural segments
  • Non-iterable record sequences

If rows cannot be traversed deterministically, ingestion safety cannot be verified.

3. Numeric Type Corruption

Failure occurs when declared numeric fields contain non-coercible or structurally invalid values.

  • Mixed numeric and non-numeric tokens
  • Irreversible coercion states
  • Invalid numeric encoding

Declared numeric context must remain structurally stable.

4. Multiple Valid Representations

Exposure occurs when a field supports more than one structurally valid representation without corruption.

  • Mixed timestamp formats
  • Mixed numeric encodings
  • Alternative structural representations within a single field

This condition may reduce to WARN when structural exposure exists without deterministic failure.

5. High Null Density

Exposure occurs when declared fields exhibit structurally significant null concentration.

  • Predominantly null columns
  • Null behavior outside declared tolerance

Null concentration may introduce ingestion exposure without corruption.

6. Malformed or Truncated Rows

Failure occurs when record continuity or dataset termination cannot be deterministically confirmed.

  • Incomplete trailing records
  • Partial structural fragments
  • File boundary corruption

Structural continuity is required for ingestion safety.

7. Text Encoding Corruption

Failure occurs when character encoding prevents deterministic parsing.

  • Non-decodable byte sequences
  • Encoding ambiguity
  • Structural corruption introduced by invalid byte states

Parsing determinism must remain intact.

Evaluability Boundary

Evaluation requires mechanically sufficient structural evidence.

If ingestion safety cannot be verified under deterministic execution rules, the system does not issue PASS.

This condition reduces to ANALYSIS_INCOMPLETE.

Verdict Reduction Model

Independent test outcomes reduce mechanically to one of four outcomes:

  • PASS
  • WARN
  • BLOCK
  • ANALYSIS_INCOMPLETE
  • No weighting
  • No heuristics
  • No interpretive aggregation
  • No probabilistic logic

Verdict reflects structural enforcement only.

Failure Semantics

  • BLOCK indicates deterministic ingestion failure
  • WARN indicates structural exposure without proven corruption
  • ANALYSIS_INCOMPLETE indicates insufficient structural evidence

PreFlight issues enforcement verdicts only. Ingestion decisions remain external.

Scope Limits

Failure modes describe ingestion safety violations only.

Not evaluated:

  • Meaning
  • Business correctness
  • Analytical validity
  • Model behavior
  • Quality scoring

Operational Posture

  • Upstream
  • Deterministic
  • Mechanical
  • Auditable
  • Non-interactive
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