voiage.enterprise_adapters
Enterprise Model, Lineage, Metric, and Experiment Adapters (#583).
This module integrates VOIAGE as decision-value middleware across modern analytics, experimentation, and ML stacks (MLflow, OpenLineage, dbt Semantic Layer, GrowthBook/Statsig, EconML/CausalML, and probabilistic forecasts) without requiring heavy enterprise SDKs as hard base dependencies.
Classes
Section titled “Classes”- EnterpriseAdapterRecord Canonical envelope for enterprise stack adapter payloads.
Functions
Section titled “Functions”- adapt_mlflow_model_metadata Create an adapter record from MLflow model run metadata.
- adapt_openlineage_job_facet Create an adapter record for OpenLineage dataset and job lineage.
- adapt_dbt_semantic_metric Create an adapter record from dbt Semantic Layer metric definitions.
- adapt_experiment_export Create an adapter record from A/B experiment platform exports.
- adapt_causal_cate_artifact Create an adapter record for CATE heterogeneous uplift estimators.
- adapt_probabilistic_forecast Create an adapter record for probabilistic quantile demand forecasts.
- validate_enterprise_adapter_record Validate a raw dictionary against the Enterprise Adapters JSON schema.
- load_enterprise_adapters_from_fixture Load and parse enterprise adapter records from a fixture file.