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Download script is changed to add all quarters of data #2115

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e226d6a
Download script is changed to add all quarters of data
Jul 28, 2026
a2c9c28
Download script is changed to add all quarters of data
Jul 28, 2026
d1c2e12
Fix missing newline at end of brazil_download_script.py
Krishnam24maheshwari Jul 29, 2026
438f1ed
Apply suggestions from code review
Krishnam24maheshwari Jul 29, 2026
4d7186f
Implement robust session for API requests
Krishnam24maheshwari Jul 29, 2026
d7ee36d
Adding goldens and updated the readme file and downlaod script
Aug 3, 2026
6e6a622
Modifications in downlaod and readme file and new vars.py file is added
Aug 3, 2026
c56efe0
counters path argument is added to the statvar command
Aug 3, 2026
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2 changes: 1 addition & 1 deletion statvar_imports/brazil_sidra_ibge/README.md
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Expand Up @@ -6,7 +6,7 @@

- Import Type: Fully Autorefresh

- Data Availability: 2022 to 2025
- Data Availability: Data is available from 2022-03 for every quarter and data is added every 3 months.

- Release Frequency: P3M, which means every 3 months (quarterly).

Expand Down
474 changes: 297 additions & 177 deletions statvar_imports/brazil_sidra_ibge/brazil_download_script.py
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34 changes: 34 additions & 0 deletions statvar_imports/brazil_sidra_ibge/golden_data/golden_observations_average_real_income.csv
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"observationAbout"
"wikidataId/Q40780"
"wikidataId/Q40885"
"wikidataId/Q40130"
"wikidataId/Q40040"
"wikidataId/Q40430"
"country/BRA"
"wikidataId/Q40123"
"wikidataId/Q980175"
"wikidataId/Q119158"
"wikidataId/Q43233"
"wikidataId/Q41587"
"wikidataId/Q42362"
"wikidataId/Q42824"
"wikidataId/Q43319"
"wikidataId/Q39109"
"wikidataId/Q1136194"
"wikidataId/Q478465"
"wikidataId/Q39517"
"wikidataId/Q38088"
"wikidataId/Q15499"
"wikidataId/Q40942"
"wikidataId/Q42722"
"wikidataId/Q43255"
"wikidataId/Q40030"
"wikidataId/Q41428"
"wikidataId/Q43235"
"wikidataId/Q42508"
"wikidataId/Q175"
"wikidataId/Q41115"
"wikidataId/Q43783"
"wikidataId/Q1088815"
"wikidataId/Q1060042"
"wikidataId/Q43695"
34 changes: 34 additions & 0 deletions ...var_imports/brazil_sidra_ibge/golden_data/golden_observations_employment_unemployment.csv
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"observationAbout"
"wikidataId/Q40780"
"wikidataId/Q40885"
"wikidataId/Q40130"
"wikidataId/Q40040"
"wikidataId/Q40430"
"country/BRA"
"wikidataId/Q40123"
"wikidataId/Q980175"
"wikidataId/Q119158"
"wikidataId/Q43233"
"wikidataId/Q41587"
"wikidataId/Q42362"
"wikidataId/Q42824"
"wikidataId/Q43319"
"wikidataId/Q39109"
"wikidataId/Q1136194"
"wikidataId/Q478465"
"wikidataId/Q39517"
"wikidataId/Q38088"
"wikidataId/Q15499"
"wikidataId/Q40942"
"wikidataId/Q42722"
"wikidataId/Q43255"
"wikidataId/Q40030"
"wikidataId/Q41428"
"wikidataId/Q43235"
"wikidataId/Q42508"
"wikidataId/Q175"
"wikidataId/Q41115"
"wikidataId/Q43783"
"wikidataId/Q1088815"
"wikidataId/Q1060042"
"wikidataId/Q43695"
34 changes: 34 additions & 0 deletions statvar_imports/brazil_sidra_ibge/golden_data/golden_observations_mass_income.csv
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"observationAbout"
"wikidataId/Q40780"
"wikidataId/Q40885"
"wikidataId/Q40130"
"wikidataId/Q40040"
"wikidataId/Q40430"
"country/BRA"
"wikidataId/Q40123"
"wikidataId/Q980175"
"wikidataId/Q119158"
"wikidataId/Q43233"
"wikidataId/Q41587"
"wikidataId/Q42362"
"wikidataId/Q42824"
"wikidataId/Q43319"
"wikidataId/Q39109"
"wikidataId/Q1136194"
"wikidataId/Q478465"
"wikidataId/Q39517"
"wikidataId/Q38088"
"wikidataId/Q15499"
"wikidataId/Q40942"
"wikidataId/Q42722"
"wikidataId/Q43255"
"wikidataId/Q40030"
"wikidataId/Q41428"
"wikidataId/Q43235"
"wikidataId/Q42508"
"wikidataId/Q175"
"wikidataId/Q41115"
"wikidataId/Q43783"
"wikidataId/Q1088815"
"wikidataId/Q1060042"
"wikidataId/Q43695"
34 changes: 34 additions & 0 deletions statvar_imports/brazil_sidra_ibge/golden_data/golden_observations_population_economic.csv
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"observationAbout"
"wikidataId/Q40780"
"wikidataId/Q40885"
"wikidataId/Q40130"
"wikidataId/Q40040"
"wikidataId/Q40430"
"country/BRA"
"wikidataId/Q40123"
"wikidataId/Q980175"
"wikidataId/Q119158"
"wikidataId/Q43233"
"wikidataId/Q41587"
"wikidataId/Q42362"
"wikidataId/Q42824"
"wikidataId/Q43319"
"wikidataId/Q39109"
"wikidataId/Q1136194"
"wikidataId/Q478465"
"wikidataId/Q39517"
"wikidataId/Q38088"
"wikidataId/Q15499"
"wikidataId/Q40942"
"wikidataId/Q42722"
"wikidataId/Q43255"
"wikidataId/Q40030"
"wikidataId/Q41428"
"wikidataId/Q43235"
"wikidataId/Q42508"
"wikidataId/Q175"
"wikidataId/Q41115"
"wikidataId/Q43783"
"wikidataId/Q1088815"
"wikidataId/Q1060042"
"wikidataId/Q43695"
3 changes: 3 additions & 0 deletions statvar_imports/brazil_sidra_ibge/golden_data/golden_summary_employment_unemployment.csv
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"NumObservationsDates","MeasurementMethods","observationPeriods","MinDate","MinValue","MaxValue","NumObservations","Units","StatVar","NumPlaces","MaxDate","ScalingFactors"
"17","[]","[P3M]","2022-03","2.1","17.5","561","[Percent]","Count_Person_Years14Onwards_Unemployed_AsAFractionOf_Count_Person_Years14Onwards","33","2026-03","[100]"
"17","[]","[P3M]","2022-03","47.1","71.4","561","[Percent]","Count_Person_Years14Onwards_InLaborForce_AsAFractionOf_Count_Person_Years14Onwards","33","2026-03","[100]"
3 changes: 3 additions & 0 deletions statvar_imports/brazil_sidra_ibge/golden_data/golden_summary_mass_income.csv
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"Units","MinValue","MaxDate","NumObservationsDates","MeasurementMethods","observationPeriods","MinDate","MaxValue","NumObservations","ScalingFactors","StatVar","NumPlaces"
"[BRL]","6.48E8","2026-03","17","[]","[P3M]","2022-03","4.06112E11","561","[]","Monthly_Income_Person_Years14Onwards_Employed_IncomeActuallyReceived","33"
"[BRL]","6.33E8","2026-03","17","[]","[P3M]","2022-03","3.74819E11","561","[]","Monthly_Income_Person_Years14Onwards_Employed","33"
24 changes: 24 additions & 0 deletions statvar_imports/brazil_sidra_ibge/golden_data/golden_summary_population_economic.csv
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"NumPlaces","NumObservations","Units","StatVar","observationPeriods","MaxValue","MinValue","ScalingFactors","MeasurementMethods","NumObservationsDates","MinDate","MaxDate"

@ajaits ajaits Aug 7, 2026

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pls cehck if max and min stay consistent over refreshes, if not pls remove them from goldens

@ajaits ajaits Aug 7, 2026

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pls remove maxDate sa well

"33","561","[]","Count_Person_Years14Onwards_PublicSector_Employed","[P3M]","1.3004E7","53000.0","[]","[]","17","2022-03","2026-03"
"33","561","[]","Count_Person_Years14Onwards_Employer_Employed","[P3M]","4270000.0","6000.0","[]","[]","17","2022-03","2026-03"
"33","561","[]","Count_Person","[P3M]","2.13328E8","583000.0","[]","[]","17","2022-03","2026-03"
"33","561","[]","Count_Person_Years14Onwards_AdminSocialServiceEducation_Employed","[P3M]","1.9362E7","59000.0","[]","[]","17","2022-03","2026-03"
"33","561","[]","Count_Person_Years14Onwards_AgricultureForestFishingSector_Employed","[P3M]","8700000.0","12000.0","[]","[]","17","2022-03","2026-03"
"33","561","[]","Count_Person_Years14Onwards_AuxiliaryFamilyWorker_Employed","[P3M]","1923000.0","1000.0","[]","[]","17","2022-03","2026-03"
"33","561","[]","Count_Person_Years14Onwards","[P3M]","1.7508E8","435000.0","[]","[]","17","2022-03","2026-03"
"33","561","[]","Count_Person_Years14Onwards_SelfEmployed_Employed","[P3M]","2.6109E7","61000.0","[]","[]","17","2022-03","2026-03"
"33","561","[]","Count_Person_Years14Onwards_PrivateSectorNoFormalContract_Employed","[P3M]","1.4067E7","26000.0","[]","[]","17","2022-03","2026-03"
"33","561","[]","Count_Person_Years14Onwards_DomesticServicesSector_Employed","[P3M]","6020000.0","10000.0","[]","[]","17","2022-03","2026-03"
"33","561","[]","Count_Person_Years14Onwards_TransportStorageSector_Employed","[P3M]","5992000.0","9000.0","[]","[]","17","2022-03","2026-03"
"33","561","[]","Count_Person_Years14Onwards_IBGEOtherServicesSector_Employed","[P3M]","5540000.0","10000.0","[]","[]","17","2022-03","2026-03"
"33","561","[]","Count_Person_Years14Onwards_VehicleTradeRepair_Employed","[P3M]","1.9505E7","43000.0","[]","[]","17","2022-03","2026-03"
"33","561","[]","Count_Person_Years14Onwards_GeneralIndustry_Employed","[P3M]","1.3287E7","10000.0","[]","[]","17","2022-03","2026-03"
"33","561","[]","Count_Person_Years14Onwards_Employed","[P3M]","1.02998E8","232000.0","[]","[]","17","2022-03","2026-03"
"33","561","[]","Count_Person_Years14Onwards_CommunicationFinanceSector_Employed","[P3M]","1.3229E7","20000.0","[]","[]","17","2022-03","2026-03"
"33","561","[]","Count_Person_Years14Onwards_AccommodationFoodSector_Employed","[P3M]","5636000.0","12000.0","[]","[]","17","2022-03","2026-03"
"33","561","[]","Count_Person_Years14Onwards_ConstructionSector_Employed","[P3M]","7688000.0","15000.0","[]","[]","17","2022-03","2026-03"
"33","561","[]","Count_Person_Years14Onwards_InLaborForce","[P3M]","1.08569E8","255000.0","[]","[]","17","2022-03","2026-03"
"33","561","[]","Count_Person_Years14Onwards_Unemployed","[P3M]","1.1725E7","12000.0","[]","[]","17","2022-03","2026-03"
"33","561","[]","Count_Person_Years14Onwards_DomesticWorker_Employed","[P3M]","5978000.0","10000.0","[]","[]","17","2022-03","2026-03"
"33","561","[]","Count_Person_Years14Onwards_PrivateSectorFormalContract_Employed","[P3M]","3.9409E7","55000.0","[]","[]","17","2022-03","2026-03"
"33","561","[]","Count_Person_Years14Onwards_NotInLaborForce","[P3M]","6.6525E7","165000.0","[]","[]","17","2022-03","2026-03"
21 changes: 21 additions & 0 deletions statvar_imports/brazil_sidra_ibge/golden_data/golden_summary_report_average_real_income.csv
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"MaxValue","NumObservationsDates","MinValue","MinDate","NumObservations","observationPeriods","MeasurementMethods","ScalingFactors","NumPlaces","Units","MaxDate","StatVar"
"5474.0","17","1257.0","2022-03","529","[]","[]","[]","33","[BRL]","2026-03","Monthly_Mean_Income_Person_Years14Onwards_IBGEOtherServicesSector_Employed_MainJob"
"5875.0","17","1497.0","2022-03","529","[]","[]","[]","33","[BRL]","2026-03","Monthly_Mean_Income_Person_Years14Onwards_GeneralIndustry_Employed_MainJob"
"7585.0","17","1827.0","2022-03","561","[]","[]","[]","33","[BRL]","2026-03","Monthly_Mean_Income_Person_Years14Onwards_Employed_AllJobs_IncomeActuallyReceived"
"10441.0","17","2962.0","2022-03","529","[]","[]","[]","33","[BRL]","2026-03","Monthly_Mean_Income_Person_Years14Onwards_AdminSocialServiceEducation_Employed_MainJob"
"5440.0","17","1571.0","2022-03","529","[]","[]","[]","33","[BRL]","2026-03","Monthly_Mean_Income_Person_Years14Onwards_TransportStorageSector_Employed_MainJob"
"5631.0","17","611.0","2022-03","529","[]","[]","[]","33","[BRL]","2026-03","Monthly_Mean_Income_Person_Years14Onwards_AgricultureForestFishingSector_Employed_MainJob"
"3956.0","17","1926.0","2022-03","529","[]","[]","[]","33","[BRL]","2026-03","Monthly_Mean_Income_Person_Years14Onwards_PrivateSectorFormalContract_Employed_MainJob"
"3939.0","17","1650.0","2022-03","529","[]","[]","[]","33","[BRL]","2026-03","Monthly_Mean_Income_Person_Years14Onwards_VehicleCommerceRepair_Employed_MainJob"
"6464.0","17","1769.0","2022-03","561","[]","[]","[]","33","[BRL]","2026-03","Monthly_Mean_Income_Person_Years14Onwards_Employed_MainJob"
"12900.0","17","2946.0","2022-03","529","[]","[]","[]","33","[BRL]","2026-03","Monthly_Mean_Income_Person_Years14Onwards_PublicSector_Employed_MainJob"
"14912.0","17","3527.0","2022-03","529","[]","[]","[]","33","[BRL]","2026-03","Monthly_Mean_Income_Person_Years14Onwards_Employer_Employed_MainJob"
"4364.0","17","1093.0","2022-03","529","[]","[]","[]","33","[BRL]","2026-03","Monthly_Mean_Income_Person_Years14Onwards_PrivateSectorNoFormalContract_Employed_MainJob"
"7351.0","17","1779.0","2022-03","561","[]","[]","[]","33","[BRL]","2026-03","Monthly_Mean_Income_Person_Years14Onwards_Employed_MainJob_IncomeActuallyReceived"
"2020.0","17","722.0","2022-03","529","[]","[]","[]","33","[BRL]","2026-03","Monthly_Mean_Income_Person_Years14Onwards_DomesticWorker_Employed_MainJob"
"4883.0","17","1242.0","2022-03","529","[]","[]","[]","33","[BRL]","2026-03","Monthly_Mean_Income_Person_Years14Onwards_SelfEmployed_Employed_MainJob"
"3369.0","17","1227.0","2022-03","529","[]","[]","[]","33","[BRL]","2026-03","Monthly_Mean_Income_Person_Years14Onwards_AccommodationFoodSector_Employed_MainJob"
"6720.0","17","1813.0","2022-03","561","[]","[]","[]","33","[BRL]","2026-03","Monthly_Mean_Income_Person_Years14Onwards_Employed_AllJobs"
"7364.0","17","2224.0","2022-03","529","[]","[]","[]","33","[BRL]","2026-03","Monthly_Mean_Income_Person_Years14Onwards_CommunicationFinanceSector_Employed_MainJob"
"2020.0","17","722.0","2022-03","529","[]","[]","[]","33","[BRL]","2026-03","Monthly_Mean_Income_Person_Years14Onwards_DomesticServicesSector_Employed_MainJob"
"5150.0","17","1339.0","2022-03","529","[]","[]","[]","33","[BRL]","2026-03","Monthly_Mean_Income_Person_Years14Onwards_ConstructionSector_Employed_MainJob"
15 changes: 9 additions & 6 deletions statvar_imports/brazil_sidra_ibge/manifest.json
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Expand Up @@ -9,10 +9,10 @@
"provenance_description": "Population Census on Economy Statistics for Brazil at country and state level.",
"scripts": [
"brazil_download_script.py",
"../../tools/statvar_importer/stat_var_processor.py --existing_statvar_mcf=gs://unresolved_mcf/scripts/statvar/stat_vars.mcf --input_data=input_files/Average_Real_Income/*.xlsx --pv_map=config_files/average_real_income_pvmap.csv,config_files/place_pvmap.csv --config_file=config_files/brazil_sidra_metadata.csv --output_path=output/average_real_income_output",
"../../tools/statvar_importer/stat_var_processor.py --existing_statvar_mcf=gs://unresolved_mcf/scripts/statvar/stat_vars.mcf --input_data=input_files/Mass_Income/*.xlsx --pv_map=config_files/mass_income_pvmap.csv,config_files/place_pvmap.csv --config_file=config_files/brazil_sidra_metadata.csv --output_path=output/mass_income_output",
"../../tools/statvar_importer/stat_var_processor.py --existing_statvar_mcf=gs://unresolved_mcf/scripts/statvar/stat_vars.mcf --input_data=input_files/Population_Economic_sector/*.xlsx --pv_map=config_files/population_pvmap.csv,config_files/place_pvmap.csv --config_file=config_files/brazil_sidra_metadata.csv --output_path=output/population_economic_sector_output",
"../../tools/statvar_importer/stat_var_processor.py --existing_statvar_mcf=gs://unresolved_mcf/scripts/statvar/stat_vars.mcf --input_data=input_files/Employment_And_Unemployment_Labor_Force/*.xlsx --pv_map=config_files/employment_and_unemployment_labor_force_pvmap.csv,config_files/place_pvmap.csv --config_file=config_files/brazil_sidra_metadata.csv --output_path=output/employment_and_unemployment_labor_force_output"
"../../tools/statvar_importer/stat_var_processor.py --existing_statvar_mcf=gs://unresolved_mcf/scripts/statvar/stat_vars.mcf --input_data=input_files/Average_Real_Income/*.xlsx --pv_map=config_files/average_real_income_pvmap.csv,config_files/place_pvmap.csv --config_file=config_files/brazil_sidra_metadata.csv --output_path=output/average_real_income_output --output_counters=counters/average_real_income_counters.csv",
"../../tools/statvar_importer/stat_var_processor.py --existing_statvar_mcf=gs://unresolved_mcf/scripts/statvar/stat_vars.mcf --input_data=input_files/Mass_Income/*.xlsx --pv_map=config_files/mass_income_pvmap.csv,config_files/place_pvmap.csv --config_file=config_files/brazil_sidra_metadata.csv --output_path=output/mass_income_output --output_counters=counters/mass_income_counters.csv",
"../../tools/statvar_importer/stat_var_processor.py --existing_statvar_mcf=gs://unresolved_mcf/scripts/statvar/stat_vars.mcf --input_data=input_files/Population_Economic_sector/*.xlsx --pv_map=config_files/population_pvmap.csv,config_files/place_pvmap.csv --config_file=config_files/brazil_sidra_metadata.csv --output_path=output/population_economic_sector_output --output_counters=counters/population_economic_sector_counters.csv",
"../../tools/statvar_importer/stat_var_processor.py --existing_statvar_mcf=gs://unresolved_mcf/scripts/statvar/stat_vars.mcf --input_data=input_files/Employment_And_Unemployment_Labor_Force/*.xlsx --pv_map=config_files/employment_and_unemployment_labor_force_pvmap.csv,config_files/place_pvmap.csv --config_file=config_files/brazil_sidra_metadata.csv --output_path=output/employment_and_unemployment_labor_force_output --output_counters=counters/employment_and_unemployment_labor_force_counters.csv"
],
"import_inputs": [
{
Expand All @@ -36,9 +36,12 @@
"input_files/Average_Real_Income/*.xlsx",
"input_files/Mass_Income/*.xlsx",
"input_files/Population_Economic_sector/*.xlsx",
"input_files/Employment_And_Unemployment_Labor_Force/*.xlsx"
"input_files/Employment_And_Unemployment_Labor_Force/*.xlsx",
"golden_data/*.csv",
"counters/*.csv"
],
"cron_schedule": "30 09 25 * *"
"cron_schedule": "30 09 25 * *",
"validation_config_file": "validation_config.json"
}
]
}
85 changes: 85 additions & 0 deletions statvar_imports/brazil_sidra_ibge/validation_config.json
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{
"schema_version": "1.0",
"rules": [
{
"rule_id": "check_deleted_records_percent",
"description": "Checks that the percentage of deleted records for the entire import is within threshold.",
"validator": "DELETED_RECORDS_PERCENT",
"params": {
"threshold": 0.1
}
},
{
"rule_id": "check_goldens_average_real_income",
"description": "Validates average real income data against its golden summary report.",
"validator": "GOLDENS_CHECK",
"params": {
"golden_files": "../../../../golden_data/golden_summary_report_average_real_income.csv",
"input_files": "../../input0/genmcf/summary_report.csv"
}
},
{
"rule_id": "check_goldens_mass_income",
"description": "Validates mass income data against its golden summary report.",
"validator": "GOLDENS_CHECK",
"params": {
"golden_files": "../../../../golden_data/golden_summary_mass_income.csv",
"input_files": "../../input1/genmcf/summary_report.csv"
}
},
{
"rule_id": "check_goldens_population_economic",
"description": "Validates population economic sector data against its golden summary report.",
"validator": "GOLDENS_CHECK",
"params": {
"golden_files": "../../../../golden_data/golden_summary_population_economic.csv",
"input_files": "../../input2/genmcf/summary_report.csv"
}
},
{
"rule_id": "check_goldens_employment_unemployment",
"description": "Validates employment and unemployment data against its golden summary report.",
"validator": "GOLDENS_CHECK",
"params": {
"golden_files": "../../../../golden_data/golden_summary_employment_unemployment.csv",
"input_files": "../../input3/genmcf/summary_report.csv"
}
},
{
"rule_id": "Check_goldens_output_csv_average_real_income",
"description": "Verifies the generated output CSV data matches established critical golden records",
"validator": "GOLDENS_CHECK",
"params": {
"golden_files": "../../../../golden_data/golden_observations_average_real_income.csv",
"input_files": "../../../../output/average_real_income_output.csv"
}
},
{
"rule_id": "Check_goldens_output_csv_mass_income",
"description": "Verifies the generated output CSV data matches established critical golden records",
"validator": "GOLDENS_CHECK",
"params": {
"golden_files": "../../../../golden_data/golden_observations_mass_income.csv",
"input_files": "../../../../output/mass_income_output.csv"
}
},
{
"rule_id": "Check_goldens_output_csv_population_economic",
"description": "Verifies the generated output CSV data matches established critical golden records",
"validator": "GOLDENS_CHECK",
"params": {
"golden_files": "../../../../golden_data/golden_observations_population_economic.csv",
"input_files": "../../../../output/population_economic_sector_output.csv"
}
},
{
"rule_id": "Check_goldens_output_csv_employment_unemployment",
"description": "Verifies the generated output CSV data matches established critical golden records",
"validator": "GOLDENS_CHECK",
"params": {
"golden_files": "../../../../golden_data/golden_observations_employment_unemployment.csv",
"input_files": "../../../../output/employment_and_unemployment_labor_force_output.csv"
}
}
]
}
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