data-source
Build-time pipeline that downloads CloudFormation resource provider schemas (with patches pre-applied), derives per-region resource-type data from the downloaded schemas, syncs rule-source extensions and additional specs (when a cfn-lint root is provided), processes schemas, and generates all validation artifacts consumed by engine crates at compile time. Everything compiles into the binary - no runtime fetching.
Commands
# Generate from existing upstream data
# Refresh all upstream sources, then generate every output (cfn-lint root is required)
The generate and sync examples require the maintenance feature, which enables dependencies used only by the
data maintenance pipeline. sync is the complete workflow: it refreshes every upstream source, records source
versions, and generates all outputs. generate reruns code generation from the existing upstream data without network
access.
--cfn-lint-root is required by sync, which fails before starting work when it is absent.
A successful sync records both strict, source-qualified values together only after all source processing succeeds.
Directory Structure
data-source/
├── handwritten/ # Manually authored data, checked in
├── upstream/ # Raw data synced from external sources
│ ├── schemas/ # Downloaded CFN + SAM schemas (per resource type)
│ ├── providers/ # Per-region type→hash maps (from the enhanced archive)
│ └── extensions/ # Rule-source extension files (only with --cfn-lint-root)
└── generated/ # All processed/codegen output (never edit manually)
├── patched_schemas/ # Schemas with patches+extensions applied
├── data/ # Extracted metadata consumed by all engines
├── cel-rules/ # CEL rule descriptors
└── schema-validator/ # Compiled schemas for schema-validator