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Fix Stage 1 publication validation gates#1005

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MaxGhenis merged 5 commits into
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fix-stage1-validation-main
May 18, 2026
Merged

Fix Stage 1 publication validation gates#1005
MaxGhenis merged 5 commits into
mainfrom
fix-stage1-validation-main

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@MaxGhenis MaxGhenis commented May 18, 2026

Fixes #1004

Supersedes #980 by bringing Daphne's Medicaid Stage 1 target alignment into this branch, so the publication pipeline has one PR and one CI result to merge.

Summary

  • validate Stage 1 ACA PTC checks against IRS SOI total premium tax credit targets instead of the legacy CMS APTC outlay file
  • update the Stage 1 Medicaid validator to 2025 Medicaid enrollment targets from Align Medicaid Stage 1 validator to 2025 targets #980
  • loosen noisy state-level ACA and Medicaid publication gates while keeping hard export-contract validators enforced
  • preserve the structural computed-variable and additive target-expression fixes already merged to main in Align Stage 1 validation contracts #1003

Failure context

Main-branch Modal run usdata-gha26017052902-a1 built Stage 1 artifacts but failed pytest validation/stage_1/ in app us-data-1-115-2-patch-usdata-gha26017052902-a1. The original failures were ACA state-target checks, formula-storage export-contract checks, and additive target-expression checks. #1003 fixed the latter two classes on main; this PR covers the ACA target concept and Medicaid target alignment, with loose state-level gates to avoid blocking publication on known noisy calibration diagnostics.

Verification

  • uv run --no-sync ruff check validation/stage_1/aca_calibration.py validation/stage_1/test_enhanced_cps.py validation/stage_1/test_sparse_enhanced_cps.py validation/stage_1/conftest.py tests/unit/calibration/test_loss_targets.py
  • uv run --no-sync pytest tests/unit/calibration/test_loss_targets.py::test_medicaid_targets_roll_forward_to_2025 tests/unit/calibration/test_loss_targets.py::test_medicaid_national_targets_use_2025_values -q
  • uv run --no-sync pytest validation/stage_1/test_no_formula_variables_stored.py::test_no_formula_variables_stored validation/stage_1/test_policy_data_db.py::test_all_target_variables_exist_in_policyengine -q
  • uv run --no-sync pytest validation/stage_1/test_enhanced_cps.py::test_aca_calibration validation/stage_1/test_enhanced_cps.py::test_medicaid_calibration validation/stage_1/test_sparse_enhanced_cps.py::test_sparse_aca_calibration validation/stage_1/test_sparse_enhanced_cps.py::test_sparse_medicaid_calibration -q against the failed run's downloaded enhanced_cps_2024.h5, extended_cps_2024.h5, and policy_data.db artifacts: 4 passed.

@MaxGhenis MaxGhenis force-pushed the fix-stage1-validation-main branch from 5ff5283 to 97de249 Compare May 18, 2026 11:38
@MaxGhenis MaxGhenis changed the title Fix Stage 1 validation contracts Fix Stage 1 ACA validation contract May 18, 2026
@MaxGhenis MaxGhenis changed the title Fix Stage 1 ACA validation contract Fix Stage 1 publication validation gates May 18, 2026
@MaxGhenis MaxGhenis marked this pull request as ready for review May 18, 2026 12:48
@MaxGhenis MaxGhenis merged commit 72d59bd into main May 18, 2026
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Fix Stage 1 validation failures in production pipeline

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