In what file formats and packaging can an intake release be delivered?
Covers JSONL event streams, Parquet entity tables, JSONL task packs, a manifest and versioned policy files, plus schema and change-note requests resellers should make.
Resellers usually need a release to arrive in forms their customers can load without rework. A scoped intake release can be delivered in these shapes.
**JSONL event stream.** One line per event, ordered by `application_id` and `seq`, such as:
`{"application_id":"APP-2187","seq":4,"event":"check_result","rule_id":"R-INC-12","outcome":"fail","ts":"2026-03-02T09:14:00Z"}`
**Parquet tables.** One table per entity (`application`, `submission_item`, `check_result`, `routing_decision`, `handover`, `policy_rule`), with foreign keys on `application_id` and `rule_id`. Columnar format suits analytics and bulk loading.
**Task pack as JSONL.** Each task holds `task_id`, `initial_state_ref`, `tools`, `reference_path`, `scoring` and `reset_seed`.
**Manifest.** A file listing schema version, table names, key definitions, split assignments and generation parameters, so you can version your catalogue entry against it.
**Policy files.** Versioned text or JSON, referenced by `rule_id`.
For your own pipeline, ask for a schema file for each table, such as JSON Schema, so you can validate on ingest. Ask for stable column names across releases so downstream customers are not broken by renames. Where a schema changes, ask for a change note you can pass on to buyers.
Confirm exact formats in scoping. The list above is what you can ask for, not a fixed menu.
Ask for event streams, entity tables, schemas and a manifest so customers can load a release without rework.
- Audience:
- Licensed resellers
- Content type:
- Integration
- Buyer question:
- What can be generated
Content release: r-a220eb6e099b243b
Related questions
- How would a task pack encode a duplicate connection request?
- What should a generated intake release specify?
- What formats and keys can a generated intake release use?
- Can a task pack include policies and environment state as well as records?
- What records can MirrorFirm generate for an intake workflow?
- What could MirrorFirm generate for an intake environment?