Make the Calibration Database first class #488
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Migrate critical database infrastructure from junkyard repo: - Expand create_database_tables.py with Source, VariableGroup, and VariableMetadata tables, ConstraintOperation enum, and improved definition hash that includes parent_stratum_id - Add etl_national_targets.py for loading ~40 national calibration targets from CBO, Treasury/JCT, CMS, and other federal sources - Add utils/db_metadata.py with get_or_create helpers for sources, variable groups, and variable metadata - Add DATABASE_GUIDE.md documenting schema, stratum groups, ETL patterns, and SQL query examples - Standardize all ETL scripts to use calibration/policy_data.db path - Update Makefile database target to include national targets step Co-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>
These functions were present in the junkyard repo but missing from the SEP version. Required by ETL scripts like etl_medicaid.py. Co-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>
Switch the data target to use 2024 CPS data (March 2025 ASEC) instead of 2023. Add CPS_2024_Full for full-sample generation, update ExtendedCPS_2024 and local area calibration to use it. Remove CPS_2021/2022/2023_Full, PooledCPS, Pooled_3_Year_CPS_2023, ExtendedCPS_2023, dead code, and unused exports. Update database ETL scripts for strata, IRS SOI, Medicaid, and SNAP. Trim cps.py __main__ to generate only CPS_2024_Full. Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
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Wow this was painful. |
… strata Replace simplified DB pipeline with full implementation: - IRS SOI: 19 conditional strata groups (100-118) with filer population layer - Variables: income_tax_before_credits, rental_income, self_employment_income, net_capital_gains, and complete AGI distribution with tax_unit_count - Medicaid: 2024 admin data (CD survey disabled pending 119th Congress remap) - All ETL extract functions now use raw_cache for offline iteration New files: validate_hierarchy.py, migrate_stratum_group_ids.py, IRS_SOI_DATA_ISSUE.md Verified: 53 target groups, 32,781 targets, X_sparse (32781, 4577564) Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
- Add Modal Volume staging for persistent cache
- Implement parallel build workers (configurable --num-workers)
- Add manifest validation with SHA256 checksums
- Add retry logic with exponential backoff for HF uploads
- Version files under v{version}/ paths
- Update latest.json atomically after all uploads succeed
- Add --skip-upload flag for build-only testing
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
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There will be a lot to say here
This is updating targets where possible
It is also basing local area calibration on 2024 instead of 2023.
Scope is increasing and I want to go ahead and take care of #386 and #387.