Data Ingestion Pipeline
Data Ingestion Pipeline
Section titled “Data Ingestion Pipeline”Ingestion is a roadmap-critical but not yet implemented feature
Section titled “Ingestion is a roadmap-critical but not yet implemented feature”The project vision depends on continuous and reliable ingestion of legal source content, but the current repository does not yet implement this pipeline.
🚧 Planned Feature — End-to-end ingestion from external legal sources is approved in planning but not present in code.
Planned pipeline stages
Section titled “Planned pipeline stages”Expected stages:
- fetch source payloads from official providers;
- normalize and parse legal structure;
- persist into canonical schema (
regulations,document_nodes, etc.); - validate integrity and hierarchy consistency;
- emit freshness and failure telemetry.
Reliability requirements
Section titled “Reliability requirements”Ingestion quality should include:
- idempotent retries;
- explicit freshness timestamping;
- deterministic handling of partial failures.
Edge cases to handle
Section titled “Edge cases to handle”Known legal edge cases include:
- future-validity norms (vacatio legis);
- partial vs total revocation chains;
- overlapping amendments affecting the same article.
Success criteria for first production iteration
Section titled “Success criteria for first production iteration”A credible first ingestion release should prove:
- reproducible runs;
- no duplicate legal nodes under canonical keys;
- measurable source freshness reporting.