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{"event": "Loaded historical xvars for 1 periods.", "level": "info", "_record": "<LogRecord: load_historical_data, 20, /__w/RealRate-Private/RealRate-Private/subcommand/prediction.py, 88, \"{'event': 'Loaded historical xvars for 1 periods.', 'level': 'info'}\">", "_from_structlog": true, "logger": "load_historical_data"}
{"event": "Forecasting xvars for year 2025 using historical data up to 2025.", "level": "info", "_record": "<LogRecord: forecast_and_inject_cni_xvars, 20, /__w/RealRate-Private/RealRate-Private/subcommand/prediction.py, 401, \"{'event': 'Forecasting xvars for year 2025 using historical data up to 2025.', 'level': 'info'}\">", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"}
{"n_cni_related": 8, "n_total_xvars": 20, "cni_related_names": ["PolicyholderBenefitsAndClaimsIncurredNet", "remainder_Expenses", "PremiumsEarnedNet", "NetInvestmentIncome", "InsuranceCommissionsAndFees", "remainder_Revenues", "remainder_NetIncome", "remainder_ComprehensiveNetIncome"], "event": "CNI-related variables identified", "level": "info", "_record": "<LogRecord: forecast_and_inject_cni_xvars, 20, /__w/RealRate-Private/RealRate-Private/subcommand/prediction.py, 130, \"{'n_cni_related': 8, 'n_total_xvars': 20, 'cni_related_names': ['PolicyholderBenefitsAndClaimsIncurredNet', 'remainder_Expenses', 'PremiumsEarnedNet', 'NetInvestmentIncome', 'InsuranceCommissionsAndFees', 'remainder_Revenues', 'remainder_NetIncome', 'remainder_ComprehensiveNetIncome'], 'event': 'CNI-related variables identified', 'level': 'info'}\">", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"}
{"company_id": "0001395585", "missing_ratio": 0.5235503188619058, "aggregate_val": 689184279, "exp_sum": 452354130, "exp_to_value": {"SeparateAccountAssets": 0, "AvailableForSaleSecuritiesDebtSecurities": 0, "MortgageLoansOnRealEstateCommercialAndConsumerNet": 250899714, "remainder_Assets": 201454416}, "event": "Large missing amount for aggregate \"Assets\" added to remainder.", "level": "warning", "_record": "<LogRecord: industry.us_generic, 30, /__w/RealRate-Private/RealRate-Private/industry/us_generic/__init__.py, 597, \"{'company_id': '0001395585', 'missing_ratio': 0.5235503188619058, 'aggregate_val': 689184279, 'exp_sum': 452354130, 'exp_to_value': {'SeparateAccountAssets': 0, 'AvailableForSaleSecuritiesDebtSecurities': 0, 'MortgageLoansOnRealEstateCommercialAndConsumerNet': 250899714, 'remainder_Assets': 201454416}, 'event': 'Large missing amount for aggregate \"Assets\" added to remainder.', 'level': 'warning'}\">", "_from_structlog": true, "logger": "industry.us_generic"}
{"company_id": "0001527469", "missing_ratio": 5.774934036939314, "aggregate_val": 25677000000, "exp_sum": 3790000000, "exp_to_value": {"PremiumsEarnedNet": 2628000000, "NetInvestmentIncome": 0, "InsuranceCommissionsAndFees": 1137000000, "remainder_Revenues": 25000000}, "event": "Large missing amount for aggregate \"Revenues\" added to remainder.", "level": "warning", "_record": "<LogRecord: industry.us_generic, 30, /__w/RealRate-Private/RealRate-Private/industry/us_generic/__init__.py, 597, \"{'company_id': '0001527469', 'missing_ratio': 5.774934036939314, 'aggregate_val': 25677000000, 'exp_sum': 3790000000, 'exp_to_value': {'PremiumsEarnedNet': 2628000000, 'NetInvestmentIncome': 0, 'InsuranceCommissionsAndFees': 1137000000, 'remainder_Revenues': 25000000}, 'event': 'Large missing amount for aggregate \"Revenues\" added to remainder.', 'level': 'warning'}\">", "_from_structlog": true, "logger": "industry.us_generic"}
{"company_id": "0001527469", "missing_ratio": 0.502958640215075, "aggregate_val": 442205000000, "exp_sum": 294223000000, "exp_to_value": {"SeparateAccountAssets": 0, "AvailableForSaleSecuritiesDebtSecurities": 219041000000, "MortgageLoansOnRealEstateCommercialAndConsumerNet": 0, "remainder_Assets": 75182000000}, "event": "Large missing amount for aggregate \"Assets\" added to remainder.", "level": "warning", "_record": "<LogRecord: industry.us_generic, 30, /__w/RealRate-Private/RealRate-Private/industry/us_generic/__init__.py, 597, \"{'company_id': '0001527469', 'missing_ratio': 0.502958640215075, 'aggregate_val': 442205000000, 'exp_sum': 294223000000, 'exp_to_value': {'SeparateAccountAssets': 0, 'AvailableForSaleSecuritiesDebtSecurities': 219041000000, 'MortgageLoansOnRealEstateCommercialAndConsumerNet': 0, 'remainder_Assets': 75182000000}, 'event': 'Large missing amount for aggregate \"Assets\" added to remainder.', 'level': 'warning'}\">", "_from_structlog": true, "logger": "industry.us_generic"}
{"company_id": "0000726865", "event": "The EntityCommonStockSharesOutstanding does not exist", "level": "warning", "_record": "<LogRecord: industry.us_generic, 30, /__w/RealRate-Private/RealRate-Private/industry/us_generic/__init__.py, 572, \"{'company_id': '0000726865', 'event': 'The EntityCommonStockSharesOutstanding does not exist', 'level': 'warning'}\">", "_from_structlog": true, "logger": "industry.us_generic"}
{"company_id": "0000733076", "event": "The EntityCommonStockSharesOutstanding does not exist", "level": "warning", "_record": "<LogRecord: industry.us_generic, 30, /__w/RealRate-Private/RealRate-Private/industry/us_generic/__init__.py, 572, \"{'company_id': '0000733076', 'event': 'The EntityCommonStockSharesOutstanding does not exist', 'level': 'warning'}\">", "_from_structlog": true, "logger": "industry.us_generic"}
{"company_id": "0000777917", "event": "The EntityCommonStockSharesOutstanding does not exist", "level": "warning", "_record": "<LogRecord: industry.us_generic, 30, /__w/RealRate-Private/RealRate-Private/industry/us_generic/__init__.py, 572, \"{'company_id': '0000777917', 'event': 'The EntityCommonStockSharesOutstanding does not exist', 'level': 'warning'}\">", "_from_structlog": true, "logger": "industry.us_generic"}
{"company_id": "0000837010", "event": "The EntityCommonStockSharesOutstanding does not exist", "level": "warning", "_record": "<LogRecord: industry.us_generic, 30, /__w/RealRate-Private/RealRate-Private/industry/us_generic/__init__.py, 572, \"{'company_id': '0000837010', 'event': 'The EntityCommonStockSharesOutstanding does not exist', 'level': 'warning'}\">", "_from_structlog": true, "logger": "industry.us_generic"}
{"company_id": "0000937834", "event": "The EntityCommonStockSharesOutstanding does not exist", "level": "warning", "_record": "<LogRecord: industry.us_generic, 30, /__w/RealRate-Private/RealRate-Private/industry/us_generic/__init__.py, 572, \"{'company_id': '0000937834', 'event': 'The EntityCommonStockSharesOutstanding does not exist', 'level': 'warning'}\">", "_from_structlog": true, "logger": "industry.us_generic"}
{"company_id": "0001395585", "event": "The EntityCommonStockSharesOutstanding does not exist", "level": "warning", "_record": "<LogRecord: industry.us_generic, 30, /__w/RealRate-Private/RealRate-Private/industry/us_generic/__init__.py, 572, \"{'company_id': '0001395585', 'event': 'The EntityCommonStockSharesOutstanding does not exist', 'level': 'warning'}\">", "_from_structlog": true, "logger": "industry.us_generic"}
{"company_id": "0001463913", "event": "The EntityCommonStockSharesOutstanding does not exist", "level": "warning", "_record": "<LogRecord: industry.us_generic, 30, /__w/RealRate-Private/RealRate-Private/industry/us_generic/__init__.py, 572, \"{'company_id': '0001463913', 'event': 'The EntityCommonStockSharesOutstanding does not exist', 'level': 'warning'}\">", "_from_structlog": true, "logger": "industry.us_generic"}
{"company_id": "0001535929", "event": "The stock price does not exist", "level": "warning", "_record": "<LogRecord: industry.us_generic, 30, /__w/RealRate-Private/RealRate-Private/industry/us_generic/__init__.py, 570, \"{'company_id': '0001535929', 'event': 'The stock price does not exist', 'level': 'warning'}\">", "_from_structlog": true, "logger": "industry.us_generic"}
{"company_id": "0001560452", "event": "The EntityCommonStockSharesOutstanding does not exist", "level": "warning", "_record": "<LogRecord: industry.us_generic, 30, /__w/RealRate-Private/RealRate-Private/industry/us_generic/__init__.py, 572, \"{'company_id': '0001560452', 'event': 'The EntityCommonStockSharesOutstanding does not exist', 'level': 'warning'}\">", "_from_structlog": true, "logger": "industry.us_generic"}
{"company_id": "0000726865", "target_variable": "obs_EconomicCapitalRatio", "event": "Excluding company: model target is nan", "level": "warning", "_record": "<LogRecord: pre-agg, 30, /__w/RealRate-Private/RealRate-Private/industry/hierarchy.py, 427, \"{'company_id': '0000726865', 'target_variable': 'obs_EconomicCapitalRatio', 'event': 'Excluding company: model target is nan', 'level': 'warning'}\">", "_from_structlog": true, "logger": "pre-agg"}
{"company_id": "0000733076", "target_variable": "obs_EconomicCapitalRatio", "event": "Excluding company: model target is nan", "level": "warning", "_record": "<LogRecord: pre-agg, 30, /__w/RealRate-Private/RealRate-Private/industry/hierarchy.py, 427, \"{'company_id': '0000733076', 'target_variable': 'obs_EconomicCapitalRatio', 'event': 'Excluding company: model target is nan', 'level': 'warning'}\">", "_from_structlog": true, "logger": "pre-agg"}
{"company_id": "0000777917", "target_variable": "obs_EconomicCapitalRatio", "event": "Excluding company: model target is nan", "level": "warning", "_record": "<LogRecord: pre-agg, 30, /__w/RealRate-Private/RealRate-Private/industry/hierarchy.py, 427, \"{'company_id': '0000777917', 'target_variable': 'obs_EconomicCapitalRatio', 'event': 'Excluding company: model target is nan', 'level': 'warning'}\">", "_from_structlog": true, "logger": "pre-agg"}
{"company_id": "0000837010", "target_variable": "obs_EconomicCapitalRatio", "event": "Excluding company: model target is nan", "level": "warning", "_record": "<LogRecord: pre-agg, 30, /__w/RealRate-Private/RealRate-Private/industry/hierarchy.py, 427, \"{'company_id': '0000837010', 'target_variable': 'obs_EconomicCapitalRatio', 'event': 'Excluding company: model target is nan', 'level': 'warning'}\">", "_from_structlog": true, "logger": "pre-agg"}
{"company_id": "0000937834", "target_variable": "obs_EconomicCapitalRatio", "event": "Excluding company: model target is nan", "level": "warning", "_record": "<LogRecord: pre-agg, 30, /__w/RealRate-Private/RealRate-Private/industry/hierarchy.py, 427, \"{'company_id': '0000937834', 'target_variable': 'obs_EconomicCapitalRatio', 'event': 'Excluding company: model target is nan', 'level': 'warning'}\">", "_from_structlog": true, "logger": "pre-agg"}
{"company_id": "0001395585", "target_variable": "obs_EconomicCapitalRatio", "event": "Excluding company: model target is nan", "level": "warning", "_record": "<LogRecord: pre-agg, 30, /__w/RealRate-Private/RealRate-Private/industry/hierarchy.py, 427, \"{'company_id': '0001395585', 'target_variable': 'obs_EconomicCapitalRatio', 'event': 'Excluding company: model target is nan', 'level': 'warning'}\">", "_from_structlog": true, "logger": "pre-agg"}
{"company_id": "0001463913", "target_variable": "obs_EconomicCapitalRatio", "event": "Excluding company: model target is nan", "level": "warning", "_record": "<LogRecord: pre-agg, 30, /__w/RealRate-Private/RealRate-Private/industry/hierarchy.py, 427, \"{'company_id': '0001463913', 'target_variable': 'obs_EconomicCapitalRatio', 'event': 'Excluding company: model target is nan', 'level': 'warning'}\">", "_from_structlog": true, "logger": "pre-agg"}
{"company_id": "0001535929", "target_variable": "obs_EconomicCapitalRatio", "event": "Excluding company: model target is nan", "level": "warning", "_record": "<LogRecord: pre-agg, 30, /__w/RealRate-Private/RealRate-Private/industry/hierarchy.py, 427, \"{'company_id': '0001535929', 'target_variable': 'obs_EconomicCapitalRatio', 'event': 'Excluding company: model target is nan', 'level': 'warning'}\">", "_from_structlog": true, "logger": "pre-agg"}
{"company_id": "0001560452", "target_variable": "obs_EconomicCapitalRatio", "event": "Excluding company: model target is nan", "level": "warning", "_record": "<LogRecord: pre-agg, 30, /__w/RealRate-Private/RealRate-Private/industry/hierarchy.py, 427, \"{'company_id': '0001560452', 'target_variable': 'obs_EconomicCapitalRatio', 'event': 'Excluding company: model target is nan', 'level': 'warning'}\">", "_from_structlog": true, "logger": "pre-agg"}
{"company_id": "0001812360", "balance_sheet": {"company_id": "0001812360", "EntityCommonStockSharesOutstanding": 526520303, "Assets": 44577873, "AvailableForSaleSecuritiesDebtSecurities": 0, "Expenses": 26514000, "InsuranceCommissionsAndFees": 0, "Liabilities": 33501573, "LiabilitiesAndStockholdersEquity": 44577873, "LiabilityForFuturePolicyBenefits": 0, "MortgageLoansOnRealEstateCommercialAndConsumerNet": 0, "NetIncome": -12447131, "NetInvestmentIncome": 0, "PolicyholderBenefitsAndClaimsIncurredNet": 0, "PremiumsEarnedNet": 0, "Revenues": 0, "SeparateAccountAssets": 0, "SeparateAccountsLiability": 0, "remainder_Assets": 44577873, "remainder_ComprehensiveNetIncome": 0, "remainder_Expenses": 26514000, "remainder_Liabilities": 33501573, "remainder_NetIncome": 14066869, "remainder_Revenues": 0, "remainder_StockholdersEquity": 11076300, "obs_EconomicCapitalRatio": 0.001348678344103462}, "event": "Ignoring company because Revenues is zero", "level": "warning", "_record": "<LogRecord: pre-agg, 30, /__w/RealRate-Private/RealRate-Private/industry/us_generic/__init__.py, 397, \"{'company_id': '0001812360', 'balance_sheet': {'company_id': '0001812360', 'EntityCommonStockSharesOutstanding': 526520303, 'Assets': 44577873, 'AvailableForSaleSecuritiesDebtSecurities': 0, 'Expenses': 26514000, 'InsuranceCommissionsAndFees': 0, 'Liabilities': 33501573, 'LiabilitiesAndStockholdersEquity': 44577873, 'LiabilityForFuturePolicyBenefits': 0, 'MortgageLoansOnRealEstateCommercialAndConsumerNet': 0, 'NetIncome': -12447131, 'NetInvestmentIncome': 0, 'PolicyholderBenefitsAndClaimsIncurredNet': 0, 'PremiumsEarnedNet': 0, 'Revenues': 0, 'SeparateAccountAssets': 0, 'SeparateAccountsLiability': 0, 'remainder_Assets': 44577873, 'remainder_ComprehensiveNetIncome': 0, 'remainder_Expenses': 26514000, 'remainder_Liabilities': 33501573, 'remainder_NetIncome': 14066869, 'remainder_Revenues': 0, 'remainder_StockholdersEquity': 11076300, 'obs_EconomicCapitalRatio': 0.001348678344103462}, 'event': 'Ignoring company because Revenues is zero', 'level': 'warning'}\">", "_from_structlog": true, "logger": "pre-agg"}
{"event": "No sufficient historical data found for CompanyID 0000024090. Skipping forecast.", "level": "warning", "_record": "<LogRecord: forecast_and_inject_cni_xvars, 30, /__w/RealRate-Private/RealRate-Private/subcommand/prediction.py, 433, \"{'event': 'No sufficient historical data found for CompanyID 0000024090. Skipping forecast.', 'level': 'warning'}\">", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"}
{"event": "No sufficient historical data found for CompanyID 0000320335. Skipping forecast.", "level": "warning", "_record": "<LogRecord: forecast_and_inject_cni_xvars, 30, /__w/RealRate-Private/RealRate-Private/subcommand/prediction.py, 433, \"{'event': 'No sufficient historical data found for CompanyID 0000320335. Skipping forecast.', 'level': 'warning'}\">", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"}
{"event": "No sufficient historical data found for CompanyID 0000898174. Skipping forecast.", "level": "warning", "_record": "<LogRecord: forecast_and_inject_cni_xvars, 30, /__w/RealRate-Private/RealRate-Private/subcommand/prediction.py, 433, \"{'event': 'No sufficient historical data found for CompanyID 0000898174. Skipping forecast.', 'level': 'warning'}\">", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"}
{"event": "No sufficient historical data found for CompanyID 0001137774. Skipping forecast.", "level": "warning", "_record": "<LogRecord: forecast_and_inject_cni_xvars, 30, /__w/RealRate-Private/RealRate-Private/subcommand/prediction.py, 433, \"{'event': 'No sufficient historical data found for CompanyID 0001137774. Skipping forecast.', 'level': 'warning'}\">", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"}
{"event": "No sufficient historical data found for CompanyID 0001276520. Skipping forecast.", "level": "warning", "_record": "<LogRecord: forecast_and_inject_cni_xvars, 30, /__w/RealRate-Private/RealRate-Private/subcommand/prediction.py, 433, \"{'event': 'No sufficient historical data found for CompanyID 0001276520. Skipping forecast.', 'level': 'warning'}\">", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"}
{"event": "No sufficient historical data found for CompanyID 0001527469. Skipping forecast.", "level": "warning", "_record": "<LogRecord: forecast_and_inject_cni_xvars, 30, /__w/RealRate-Private/RealRate-Private/subcommand/prediction.py, 433, \"{'event': 'No sufficient historical data found for CompanyID 0001527469. Skipping forecast.', 'level': 'warning'}\">", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"}
{"event": "No sufficient historical data found for CompanyID 0001822993. Skipping forecast.", "level": "warning", "_record": "<LogRecord: forecast_and_inject_cni_xvars, 30, /__w/RealRate-Private/RealRate-Private/subcommand/prediction.py, 433, \"{'event': 'No sufficient historical data found for CompanyID 0001822993. Skipping forecast.', 'level': 'warning'}\">", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"}
{"event": "No sufficient historical data found for CompanyID 0001889539. Skipping forecast.", "level": "warning", "_record": "<LogRecord: forecast_and_inject_cni_xvars, 30, /__w/RealRate-Private/RealRate-Private/subcommand/prediction.py, 433, \"{'event': 'No sufficient historical data found for CompanyID 0001889539. Skipping forecast.', 'level': 'warning'}\">", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"}
{"current_year": 2025, "forecast_start": 2026, "forecast_end": 2030, "injected_xvars": ["PolicyholderBenefitsAndClaimsIncurredNet", "remainder_Expenses", "PremiumsEarnedNet", "NetInvestmentIncome", "InsuranceCommissionsAndFees", "remainder_Revenues", "remainder_NetIncome", "remainder_ComprehensiveNetIncome"], "event": "Forecast flow completed and xdat injected", "level": "info", "_record": "<LogRecord: forecast_and_inject_cni_xvars, 20, /__w/RealRate-Private/RealRate-Private/subcommand/prediction.py, 505, \"{'current_year': 2025, 'forecast_start': 2026, 'forecast_end': 2030, 'injected_xvars': ['PolicyholderBenefitsAndClaimsIncurredNet', 'remainder_Expenses', 'PremiumsEarnedNet', 'NetInvestmentIncome', 'InsuranceCommissionsAndFees', 'remainder_Revenues', 'remainder_NetIncome', 'remainder_ComprehensiveNetIncome'], 'event': 'Forecast flow completed and xdat injected', 'level': 'info'}\">", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"}
