Enterprise application-pack commands
Compile SAP BDC and Dataverse business objects into governed ingestion, semantic validation, consumer transition, and remediation plans.
Enterprise application-pack commands
fa application-pack is for migrations where the unit of scope is a business object or
data product, not a source table. The executable generation supports SAP Business Data
Cloud and Dynamics 365 / Dataverse.
The compiler carries these requirements with each entity:
- business and alternate keys;
- entity relationships and cardinality;
- snapshot, delta cursor, delete, and restart behavior;
- effective dating and history;
- currency, unit, and hierarchy meaning;
- field-level and row-level authorization;
- privacy classifications;
- business control totals; and
- downstream consumer transitions.
Create a credential-free manifest
{
"schemaVersion": 1,
"source": {
"system": "dynamics_365_dataverse",
"productVersion": "current",
"snapshotAt": "2030-01-15T12:00:00.000Z",
"connectionRef": "databricks-connection://migration/dataverse"
},
"estate": { "name": "Customer service" },
"entities": [
{
"entityId": "account",
"name": "Account",
"kind": "business_object",
"keys": ["accountid"],
"relationships": [],
"changeBehavior": {
"mode": "managed_connector",
"cursorField": "versionnumber",
"deleteMode": "tombstone",
"effectiveDating": false
},
"semantics": {
"currencyFields": ["revenue"],
"unitFields": [],
"hierarchyFields": ["parentaccountid"],
"controlTotals": ["active_account_count"]
},
"authorization": {
"fieldSecurity": false,
"rowSecurity": false,
"privacyClassifications": ["customer"]
},
"consumers": ["customer-360"],
"sourceFragment": { "logicalName": "account" },
"provenance": {
"sourceRef": "dataverse://metadata/account",
"extractor": "your-dataverse-exporter",
"extractorVersion": "1.0.0",
"observedAt": "2030-01-15T12:00:00.000Z"
},
"unsupportedReasons": []
}
]
}connectionRef is an opaque reference. The source adapter or managed connector owns
authentication and ingestion. Airlift does not broker OAuth or store source tokens.
Inspect and plan
fa application-pack inspect --file application-manifest.json
fa application-pack plan \
--file application-manifest.json \
--json > application-plan.jsonThe plan routes each entity to deterministic, agent_repairable, or human_only and
retains the exact source fragment and provenance digest. It defines the managed-source
checkpoint contract, Experiments validation requirements, Runway deployment handoff,
business-owner acceptance, consumer transitions, and remediation acceptance criteria.
Connector completion is never business-semantic proof. An entity remains blocked when delete behavior, effective dating, currencies, units, hierarchies, authorization, control totals, or consumers are unresolved.
Register
fa application-pack register \
--file application-plan.json \
--engagement-id <engagement-id> \
--estate-id <estate-id> \
--artifact-id <immutable-artifact-reference> \
--idempotency-key <stable-key>This invokes governed airlift.artifact_register. The artifact body remains in your
admitted store; Airlift records the reference, digest, producer generation, and media
type.
SAP S/4HANA, ECC, BW/4HANA, HANA, Datasphere, other Dynamics profiles, Salesforce, Workday, and ServiceNow remain cataloged profiles. They are not executable application packs until their source contracts and recurring evidence ship.
Pipeline import and generation
Import native ADF exports, generate concrete Databricks files, validate their bytes, and register immutable artifact references.
Databricks application-kit commands
Plan and evidence-qualify portable Databricks Apps and Lakebase operational applications without duplicating Runway deployment.