data // PythonPROJECT

Python — Normalize Extracted Metadata

Normalize inconsistent metadata keys into a stable schema before reporting/export.

pythonmetadatanormalizationsfmc-auditor

Trust & provenancePROJECT

Evidence tierPROJECTOfficial sources0Other sources0Last verifiedNot recorded

Evidence tier describes my hands-on relationship with the content. Official sources describe platform contracts/documentation. Production observations should not automatically be treated as official limits.

def normalize_de(raw: dict) -> dict:
    return {
        "customer_key": raw.get("CustomerKey") or raw.get("customerKey"),
        "name": raw.get("Name") or raw.get("name"),
        "folder_id": raw.get("CategoryID") or raw.get("categoryId"),
        "sendable": bool(raw.get("IsSendable")),
    }

Operational notes

Keep raw payloads for traceability; normalize into a separate canonical model.

Python — Normalize Extracted Metadata

Keep following the context.