Update macro calibration: API-driven parameters, updated defaults, and documentation - #6
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Port missing test modules from OG-ZAF, adapted for OG-BRA: - test_import_smoke: basic package import sanity check - test_calibrate: offline/online mode and partial-failure behavior for the Calibration class (all API calls monkeypatched) - test_update_baseline: verifies main() writes a valid JSON that can be loaded into OG-Core Specifications without errors Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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Summary
This PR updates OG-BRA's macro calibration to use direct API calls for parameter retrieval, refreshes the default parameter values from current data, and expands the calibration documentation.
Macro parameters (
macro_params.py/calibrate.py)macro_params.pyto use direct REST API calls (World Bank WDI/QPSD, IMF GFS, ILO ILOSTAT) instead ofpandas-datareader, following the OG-ZAF patternupdate_from_api=Falseflag toCalibration.__init__()so the class can be instantiated without triggering API calls (preserves current behavior by default)update_baseline.pyscript to programmatically refresh and writeogbra_default_parameters.jsonMakefilewithnew-baselinetarget andAGENTS.mddocumenting the workflowUpdated default parameter values (
ogbra_default_parameters.json)Key changes from running
make new-baselineagainst current API data:initial_debt_ratiog_y_annualgammaalpha_Talpha_Gcit_ratetau_ctau_payrollstart_yearg_n_ssDocumentation updates
macro.md: Updated all macro parameter values and data sources; fixed broken linksfirms.md: Updated capital share (γ) from 0.588 to 0.407 with ILO sourcegovernment.md: Updated α_G and α_T from IMF GFSdemographics.md: Updated population data vintage (2026) and cross-referencestaxes.md: Expanded from stub to full documentation covering:tau_payroll = 0.28)cit_rate = 0.34, IRPJ + CSLL)tau_c = 0.09, PIS + COFINS; context on CBS/IBS reform)exogenous_parameters.md: Replaced static hardcoded table with auto-generated{include}directivecreate_doc_figures.py: Refactored to useimportlib.resources, dynamicstart_year, andmain()wrapperDependencies
pandas-datareader,xlwt,linearmodelsfrompyproject.toml(no longer used after macro_params.py refactor)tests/test_macro_params.py) with monkeypatched unit tests (no live API calls)🤖 Generated with Claude Code