inference

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iso_doc_type: "Specification" iso_viewpoint: "ComponentView" type: "module" title: "regression_model_template::jobs::inference — Batch Prediction Pipeline" source_path: "src/regression_model_template/jobs/inference.py" description: "Executes batch predictions on unlabeled inputs with cryptographic signing via InferSigner." tags: ["iso42010", "okf", "component_view", "inference", "signing"] timestamp: "2026-10-01T17:50:00Z" generated: "agent:wiki-iso-documentation-standard" verified: "true" last_verified_commit: "073b5fd"

regression_model_template::jobs::inference — Batch Prediction Pipeline

Source: src/regression_model_template/jobs/inference.py (Lines: L1-L66)
Layer: Application
Role: Loads designated model artifacts from registry, validates inputs against Pandera schemas, produces predictions, and writes cryptographically signed output files.

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1. Class Diagram

classDiagram
    class InferenceJob {
        +str KIND = "InferenceJob"
        +ReaderKind inputs
        +WriterKind outputs
        +str | int alias_or_version
        +LoaderKind loader
        +run() Locals
    }
    InferenceJob --|> Job : implements

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Related: Signers · Kafka App