Remove PUF support clone top-tail cap#170
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This was referenced Jun 2, 2026
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Summary
Rationale
The prior guard scaled high-income PUF support clone records toward
78_999_999, effectively moving records to the edge of a state AGI target bucket. That is not a defensible production data-generation step. PUF/CPS amount fields should come from donor imputation and calibration, not post-hoc target-bucket surgery.The remaining CPS refresh still lets PUF support clone records borrow CPS-only categorical/status fields such as disability flags, WIC/housing indicators, and work-status indicators, but it no longer overwrites income, benefit, expense, hours, wage, or retirement-distribution amounts.
Tests
uv run --python 3.13 ruff check src/microplex_us/pipelines/us.py tests/pipelines/test_us.pyuv run --python 3.13 ruff format --check src/microplex_us/pipelines/us.py tests/pipelines/test_us.pyuv run --python 3.13 --extra dev python -m pytest tests/pipelines/test_us.py -k 'puf_support_clone'uv run --python 3.13 --extra dev --extra policyengine python -m pytest tests/pipelines/test_us.py