@@ -1744,18 +1744,51 @@ def build_from_frames(
17441744 scaffold_input = scaffold_input ,
17451745 )
17461746 seed_data = self ._apply_dependent_tax_leaf_soft_caps (seed_data )
1747+ _emit_us_pipeline_progress (
1748+ "US microplex build: seed ready" ,
1749+ scaffold_source = scaffold_input .frame .source .name ,
1750+ sources = _format_progress_values (fusion_plan .source_names ),
1751+ rows = int (len (seed_data )),
1752+ columns = int (len (seed_data .columns )),
1753+ donor_integrated_variables = int (
1754+ len (donor_integration ["integrated_variables" ])
1755+ ),
1756+ )
1757+ _emit_us_pipeline_progress (
1758+ "US microplex build: targets start" ,
1759+ rows = int (len (seed_data )),
1760+ )
17471761 targets = self .build_targets (seed_data )
1762+ _emit_us_pipeline_progress (
1763+ "US microplex build: targets complete" ,
1764+ marginal_targets = int (len (targets .marginal )),
1765+ continuous_targets = int (len (targets .continuous )),
1766+ )
17481767 synthesis_variables = self ._resolve_synthesis_variables (
17491768 scaffold_input ,
17501769 fusion_plan = fusion_plan ,
17511770 include_all_observed_targets = len (source_inputs ) > 1 ,
17521771 available_columns = set (seed_data .columns ),
17531772 observed_frame = seed_data ,
17541773 )
1774+ _emit_us_pipeline_progress (
1775+ "US microplex build: synthesis variables ready" ,
1776+ condition_vars = int (len (synthesis_variables .condition_vars )),
1777+ target_vars = int (len (synthesis_variables .target_vars )),
1778+ )
1779+ _emit_us_pipeline_progress (
1780+ "US microplex build: synthesis start" ,
1781+ rows = int (len (seed_data )),
1782+ )
17551783 synthetic_data , synthesizer , synthesis_metadata = self .synthesize (
17561784 seed_data ,
17571785 synthesis_variables = synthesis_variables ,
17581786 )
1787+ _emit_us_pipeline_progress (
1788+ "US microplex build: synthesis complete" ,
1789+ rows = int (len (synthetic_data )),
1790+ columns = int (len (synthetic_data .columns )),
1791+ )
17591792 synthesis_metadata = {
17601793 ** synthesis_metadata ,
17611794 "source_names" : fusion_plan .source_names ,
@@ -1776,19 +1809,65 @@ def build_from_frames(
17761809 set (seed_data .columns )
17771810 ),
17781811 }
1812+ _emit_us_pipeline_progress (
1813+ "US microplex build: support enforcement start" ,
1814+ rows = int (len (synthetic_data )),
1815+ )
17791816 synthetic_data = self .ensure_target_support (synthetic_data , seed_data , targets )
1817+ _emit_us_pipeline_progress (
1818+ "US microplex build: support enforcement complete" ,
1819+ rows = int (len (synthetic_data )),
1820+ columns = int (len (synthetic_data .columns )),
1821+ )
17801822 if self .config .policyengine_targets_db is not None :
1823+ _emit_us_pipeline_progress (
1824+ "US microplex build: policyengine tables start" ,
1825+ rows = int (len (synthetic_data )),
1826+ )
17811827 synthetic_tables = self .build_policyengine_entity_tables (synthetic_data )
1828+ _emit_us_pipeline_progress (
1829+ "US microplex build: policyengine tables complete" ,
1830+ households = int (len (synthetic_tables .households )),
1831+ persons = int (len (synthetic_tables .persons )),
1832+ )
1833+ _emit_us_pipeline_progress (
1834+ "US microplex build: policyengine calibration start" ,
1835+ backend = self .config .calibration_backend ,
1836+ )
17821837 (
17831838 policyengine_tables ,
17841839 calibrated_data ,
17851840 calibration_summary ,
17861841 ) = self .calibrate_policyengine_tables (synthetic_tables )
1842+ _emit_us_pipeline_progress (
1843+ "US microplex build: policyengine calibration complete" ,
1844+ backend = self .config .calibration_backend ,
1845+ calibrated_rows = int (len (calibrated_data )),
1846+ )
17871847 else :
1848+ _emit_us_pipeline_progress (
1849+ "US microplex build: calibration start" ,
1850+ backend = self .config .calibration_backend ,
1851+ rows = int (len (synthetic_data )),
1852+ )
17881853 calibrated_data , calibration_summary = self .calibrate (
17891854 synthetic_data , targets
17901855 )
1856+ _emit_us_pipeline_progress (
1857+ "US microplex build: calibration complete" ,
1858+ backend = self .config .calibration_backend ,
1859+ calibrated_rows = int (len (calibrated_data )),
1860+ )
1861+ _emit_us_pipeline_progress (
1862+ "US microplex build: policyengine tables start" ,
1863+ rows = int (len (calibrated_data )),
1864+ )
17911865 policyengine_tables = self .build_policyengine_entity_tables (calibrated_data )
1866+ _emit_us_pipeline_progress (
1867+ "US microplex build: policyengine tables complete" ,
1868+ households = int (len (policyengine_tables .households )),
1869+ persons = int (len (policyengine_tables .persons )),
1870+ )
17921871
17931872 return USMicroplexBuildResult (
17941873 config = self .config ,
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