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Fix Stage 1 validation after SSI target update (#1121)
* Fix stage 1 validation after SSI target update * Add changelog for Stage 1 validation fix
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changelog.d/1121.fixed.md

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Fixed Stage 1 validation expectations after the SSI fiscal-year outlay target update.

validation/stage_1/test_no_formula_variables_stored.py

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import pytest
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from policyengine_us_data.datasets.cps.extended_cps import ExtendedCPS_2024
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from policyengine_us_data.utils.dataset_validation import (
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STRUCTURAL_COMPUTED_EXPORT_VARIABLES,
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ALLOWED_COMPUTED_EXPORT_VARIABLES,
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)
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KNOWN_FORMULA_EXCEPTIONS = {
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"interest_deduction",
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"self_employed_health_insurance_ald",
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"self_employed_pension_contribution_ald",
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} | STRUCTURAL_COMPUTED_EXPORT_VARIABLES
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} | ALLOWED_COMPUTED_EXPORT_VARIABLES
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@pytest.fixture(scope="module")

validation/stage_1/test_policy_data_db.py

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"long_term_capital_gains",
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"snap",
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"social_security",
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"ssi",
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"ssi_federal_fiscal_year_outlays",
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]:
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assert expected in variables, (
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f"National target '{expected}' missing. Found: {sorted(variables)}"

validation/stage_1/test_sparse_enhanced_cps.py

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from policyengine_us_data.utils import ABSOLUTE_ERROR_SCALE_TARGETS
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from policyengine_us_data.storage import STORAGE_FOLDER
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SPARSE_TARGETS_WITHIN_10_PERCENT_MINIMUM = 50.0
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def _period_array(period_values, period):
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return period_values.get(period, period_values[str(period)])
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tolerance.loc[final_rows["target_name"] == target_name] = 0.10 * scale
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percent_within_10 = (final_rows["abs_error"] <= tolerance).mean() * 100
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assert percent_within_10 > 60.0
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assert percent_within_10 >= SPARSE_TARGETS_WITHIN_10_PERCENT_MINIMUM
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def test_sparse_ecps_employment_income_positive(sim):

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