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Pipeline examples

minimal_governed_data.py​

Validates all contracts, loads the catalog manifest, and prints a sample metric plus the tenant-metrics contract product name and table. No Spark required.

cd ambient-core
pip install -e .
# Optional but recommended when core is a submodule:
# export AMBIENT_CORE_ROOT="$PWD"
python examples/pipeline/minimal_governed_data.py

For bronze mapping, provenance, and Spark validation, see docs/pipeline.md, docs/governed-data.md, contracts/README.md, and docs/CONVENTIONS.md. Tests live under tests/pipeline/.

Canonical source: ambient-core at examples/pipeline/README.md (sync ref v0.3.5-4-g10fb050).