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{"event": "Failed to load data for year 2010: [Errno 2] No such file or directory: 'output/us_air/2010/edgar_model_mapping.json'", "level": "warning", "_record": "<LogRecord: load_historical_data, 30, /__w/RealRate-Private/RealRate-Private/subcommand/prediction.py, 83, \"{'event': \"Failed to load data for year 2010: [Errno 2] No such file or directory: 'output/us_air/2010/edgar_model_mapping.json'\", 'level': 'warning'}\">", "_from_structlog": true, "logger": "load_historical_data"}
{"event": "Failed to load data for year 2011: [Errno 2] No such file or directory: 'output/us_air/2011/edgar_model_mapping.json'", "level": "warning", "_record": "<LogRecord: load_historical_data, 30, /__w/RealRate-Private/RealRate-Private/subcommand/prediction.py, 83, \"{'event': \"Failed to load data for year 2011: [Errno 2] No such file or directory: 'output/us_air/2011/edgar_model_mapping.json'\", 'level': 'warning'}\">", "_from_structlog": true, "logger": "load_historical_data"}
{"event": "Failed to load data for year 2012: [Errno 2] No such file or directory: 'output/us_air/2012/edgar_model_mapping.json'", "level": "warning", "_record": "<LogRecord: load_historical_data, 30, /__w/RealRate-Private/RealRate-Private/subcommand/prediction.py, 83, \"{'event': \"Failed to load data for year 2012: [Errno 2] No such file or directory: 'output/us_air/2012/edgar_model_mapping.json'\", 'level': 'warning'}\">", "_from_structlog": true, "logger": "load_historical_data"}
{"event": "Failed to load data for year 2013: [Errno 2] No such file or directory: 'output/us_air/2013/edgar_model_mapping.json'", "level": "warning", "_record": "<LogRecord: load_historical_data, 30, /__w/RealRate-Private/RealRate-Private/subcommand/prediction.py, 83, \"{'event': \"Failed to load data for year 2013: [Errno 2] No such file or directory: 'output/us_air/2013/edgar_model_mapping.json'\", 'level': 'warning'}\">", "_from_structlog": true, "logger": "load_historical_data"}
{"event": "Failed to load data for year 2014: [Errno 2] No such file or directory: 'output/us_air/2014/edgar_model_mapping.json'", "level": "warning", "_record": "<LogRecord: load_historical_data, 30, /__w/RealRate-Private/RealRate-Private/subcommand/prediction.py, 83, \"{'event': \"Failed to load data for year 2014: [Errno 2] No such file or directory: 'output/us_air/2014/edgar_model_mapping.json'\", 'level': 'warning'}\">", "_from_structlog": true, "logger": "load_historical_data"}
{"event": "Failed to load data for year 2015: [Errno 2] No such file or directory: 'output/us_air/2015/edgar_model_mapping.json'", "level": "warning", "_record": "<LogRecord: load_historical_data, 30, /__w/RealRate-Private/RealRate-Private/subcommand/prediction.py, 83, \"{'event': \"Failed to load data for year 2015: [Errno 2] No such file or directory: 'output/us_air/2015/edgar_model_mapping.json'\", 'level': 'warning'}\">", "_from_structlog": true, "logger": "load_historical_data"}
{"event": "Failed to load data for year 2016: [Errno 2] No such file or directory: 'output/us_air/2016/edgar_model_mapping.json'", "level": "warning", "_record": "<LogRecord: load_historical_data, 30, /__w/RealRate-Private/RealRate-Private/subcommand/prediction.py, 83, \"{'event': \"Failed to load data for year 2016: [Errno 2] No such file or directory: 'output/us_air/2016/edgar_model_mapping.json'\", 'level': 'warning'}\">", "_from_structlog": true, "logger": "load_historical_data"}
{"event": "Failed to load data for year 2017: [Errno 2] No such file or directory: 'output/us_air/2017/edgar_model_mapping.json'", "level": "warning", "_record": "<LogRecord: load_historical_data, 30, /__w/RealRate-Private/RealRate-Private/subcommand/prediction.py, 83, \"{'event': \"Failed to load data for year 2017: [Errno 2] No such file or directory: 'output/us_air/2017/edgar_model_mapping.json'\", 'level': 'warning'}\">", "_from_structlog": true, "logger": "load_historical_data"}
{"event": "Failed to load data for year 2018: [Errno 2] No such file or directory: 'output/us_air/2018/edgar_model_mapping.json'", "level": "warning", "_record": "<LogRecord: load_historical_data, 30, /__w/RealRate-Private/RealRate-Private/subcommand/prediction.py, 83, \"{'event': \"Failed to load data for year 2018: [Errno 2] No such file or directory: 'output/us_air/2018/edgar_model_mapping.json'\", 'level': 'warning'}\">", "_from_structlog": true, "logger": "load_historical_data"}
{"event": "Failed to load data for year 2019: [Errno 2] No such file or directory: 'output/us_air/2019/edgar_model_mapping.json'", "level": "warning", "_record": "<LogRecord: load_historical_data, 30, /__w/RealRate-Private/RealRate-Private/subcommand/prediction.py, 83, \"{'event': \"Failed to load data for year 2019: [Errno 2] No such file or directory: 'output/us_air/2019/edgar_model_mapping.json'\", 'level': 'warning'}\">", "_from_structlog": true, "logger": "load_historical_data"}
{"event": "Failed to load data for year 2020: [Errno 2] No such file or directory: 'output/us_air/2020/edgar_model_mapping.json'", "level": "warning", "_record": "<LogRecord: load_historical_data, 30, /__w/RealRate-Private/RealRate-Private/subcommand/prediction.py, 83, \"{'event': \"Failed to load data for year 2020: [Errno 2] No such file or directory: 'output/us_air/2020/edgar_model_mapping.json'\", 'level': 'warning'}\">", "_from_structlog": true, "logger": "load_historical_data"}
{"event": "Failed to load data for year 2021: [Errno 2] No such file or directory: 'output/us_air/2021/edgar_model_mapping.json'", "level": "warning", "_record": "<LogRecord: load_historical_data, 30, /__w/RealRate-Private/RealRate-Private/subcommand/prediction.py, 83, \"{'event': \"Failed to load data for year 2021: [Errno 2] No such file or directory: 'output/us_air/2021/edgar_model_mapping.json'\", 'level': 'warning'}\">", "_from_structlog": true, "logger": "load_historical_data"}
{"event": "Failed to load data for year 2022: [Errno 2] No such file or directory: 'output/us_air/2022/edgar_model_mapping.json'", "level": "warning", "_record": "<LogRecord: load_historical_data, 30, /__w/RealRate-Private/RealRate-Private/subcommand/prediction.py, 83, \"{'event': \"Failed to load data for year 2022: [Errno 2] No such file or directory: 'output/us_air/2022/edgar_model_mapping.json'\", 'level': 'warning'}\">", "_from_structlog": true, "logger": "load_historical_data"}
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{"n_cni_related": 15, "n_total_xvars": 33, "cni_related_names": ["AircraftMaintenanceMaterialsAndRepairs", "AircraftRental", "DepreciationAndAmortization", "DepreciationDepletionAndAmortization", "FuelCosts", "LaborAndRelatedExpense", "LandingFeesAndOtherRentals", "OtherCostAndExpenseOperating", "CostsAndExpenses", "remainder_Expenses", "RevenueFromContractWithCustomerExcludingAssessedTax", "DeferredRevenue", "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, 128, \"{'n_cni_related': 15, 'n_total_xvars': 33, 'cni_related_names': ['AircraftMaintenanceMaterialsAndRepairs', 'AircraftRental', 'DepreciationAndAmortization', 'DepreciationDepletionAndAmortization', 'FuelCosts', 'LaborAndRelatedExpense', 'LandingFeesAndOtherRentals', 'OtherCostAndExpenseOperating', 'CostsAndExpenses', 'remainder_Expenses', 'RevenueFromContractWithCustomerExcludingAssessedTax', 'DeferredRevenue', 'remainder_Revenues', 'remainder_NetIncome', 'remainder_ComprehensiveNetIncome'], 'event': 'CNI-related variables identified', 'level': 'info'}\">", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"}
{"company_id": "0000027904", "aggregate": "Liabilities", "missing_ratio": 0.3284970791290494, "aggregate_val": 62539000000, "exp_sum": 47075000000, "exp_to_value": {"AccountsPayableCurrent": 4446000000, "AccruedLiabilitiesCurrent": 0, "ContractWithCustomerLiabilityCurrent": 0, "EmployeeRelatedLiabilitiesCurrent": 4561000000, "LiabilitiesCurrent": 2717000000, "LongTermDebtAndCapitalLeaseObligations": 17071000000, "LongTermDebtAndCapitalLeaseObligationsCurrent": 2983000000, "OperatingLeaseLiabilityCurrent": 759000000, "OperatingLeaseLiabilityNoncurrent": 6468000000, "OtherLiabilitiesNoncurrent": 3561000000, "LiabilitiesNoncurrent": 3601000000, "remainder_Liabilities": 908000000}, "event": "Minor missing amount for aggregate added to remainder", "level": "info", "_record": "<LogRecord: industry.us_generic, 20, /__w/RealRate-Private/RealRate-Private/industry/us_generic/__init__.py, 476, \"{'company_id': '0000027904', 'aggregate': 'Liabilities', 'missing_ratio': 0.3284970791290494, 'aggregate_val': 62539000000, 'exp_sum': 47075000000, 'exp_to_value': {'AccountsPayableCurrent': 4446000000, 'AccruedLiabilitiesCurrent': 0, 'ContractWithCustomerLiabilityCurrent': 0, 'EmployeeRelatedLiabilitiesCurrent': 4561000000, 'LiabilitiesCurrent': 2717000000, 'LongTermDebtAndCapitalLeaseObligations': 17071000000, 'LongTermDebtAndCapitalLeaseObligationsCurrent': 2983000000, 'OperatingLeaseLiabilityCurrent': 759000000, 'OperatingLeaseLiabilityNoncurrent': 6468000000, 'OtherLiabilitiesNoncurrent': 3561000000, 'LiabilitiesNoncurrent': 3601000000, 'remainder_Liabilities': 908000000}, 'event': 'Minor missing amount for aggregate added to remainder', 'level': 'info'}\">", "_from_structlog": true, "logger": "industry.us_generic"}
{"company_id": "0000027904", "event": "Added remainder_ComprehensiveNetIncome directly from 10K", "level": "info", "_record": "<LogRecord: industry.us_generic, 20, /__w/RealRate-Private/RealRate-Private/industry/us_generic/__init__.py, 36, \"{'company_id': '0000027904', 'event': 'Added remainder_ComprehensiveNetIncome directly from 10K', 'level': 'info'}\">", "_from_structlog": true, "logger": "industry.us_generic"}
{"company_id": "0000092380", "event": "Added remainder_ComprehensiveNetIncome directly from 10K", "level": "info", "_record": "<LogRecord: industry.us_generic, 20, /__w/RealRate-Private/RealRate-Private/industry/us_generic/__init__.py, 36, \"{'company_id': '0000092380', 'event': 'Added remainder_ComprehensiveNetIncome directly from 10K', 'level': 'info'}\">", "_from_structlog": true, "logger": "industry.us_generic"}
{"company_id": "0001172222", "event": "Added remainder_ComprehensiveNetIncome directly from 10K", "level": "info", "_record": "<LogRecord: industry.us_generic, 20, /__w/RealRate-Private/RealRate-Private/industry/us_generic/__init__.py, 36, \"{'company_id': '0001172222', 'event': 'Added remainder_ComprehensiveNetIncome directly from 10K', 'level': 'info'}\">", "_from_structlog": true, "logger": "industry.us_generic"}
{"company_id": "0001498710", "event": "Added remainder_ComprehensiveNetIncome directly from 10K", "level": "info", "_record": "<LogRecord: industry.us_generic, 20, /__w/RealRate-Private/RealRate-Private/industry/us_generic/__init__.py, 36, \"{'company_id': '0001498710', 'event': 'Added remainder_ComprehensiveNetIncome directly from 10K', 'level': 'info'}\">", "_from_structlog": true, "logger": "industry.us_generic"}
{"company_id": "0001670076", "event": "Added remainder_ComprehensiveNetIncome directly from 10K", "level": "info", "_record": "<LogRecord: industry.us_generic, 20, /__w/RealRate-Private/RealRate-Private/industry/us_generic/__init__.py, 36, \"{'company_id': '0001670076', 'event': 'Added remainder_ComprehensiveNetIncome directly from 10K', 'level': 'info'}\">", "_from_structlog": true, "logger": "industry.us_generic"}
{"company_id": "0001743907", "event": "Added remainder_ComprehensiveNetIncome directly from 10K", "level": "info", "_record": "<LogRecord: industry.us_generic, 20, /__w/RealRate-Private/RealRate-Private/industry/us_generic/__init__.py, 36, \"{'company_id': '0001743907', 'event': 'Added remainder_ComprehensiveNetIncome directly from 10K', 'level': 'info'}\">", "_from_structlog": true, "logger": "industry.us_generic"}
{"company_id": "0001779128", "event": "Added remainder_ComprehensiveNetIncome directly from 10K", "level": "info", "_record": "<LogRecord: industry.us_generic, 20, /__w/RealRate-Private/RealRate-Private/industry/us_generic/__init__.py, 36, \"{'company_id': '0001779128', 'event': 'Added remainder_ComprehensiveNetIncome directly from 10K', 'level': 'info'}\">", "_from_structlog": true, "logger": "industry.us_generic"}
{"company_id": "0001819516", "event": "Added remainder_ComprehensiveNetIncome directly from 10K", "level": "info", "_record": "<LogRecord: industry.us_generic, 20, /__w/RealRate-Private/RealRate-Private/industry/us_generic/__init__.py, 36, \"{'company_id': '0001819516', 'event': 'Added remainder_ComprehensiveNetIncome directly from 10K', 'level': 'info'}\">", "_from_structlog": true, "logger": "industry.us_generic"}
{"company_id": "0001172222", "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, 444, \"{'company_id': '0001172222', 'event': 'The stock price does not exist', 'level': 'warning'}\">", "_from_structlog": true, "logger": "industry.us_generic"}
{"company_id": "0001172222", "reason": "KeyError('0001172222')", "event": "Failed to set obs_EconomicCapitalRatio", "level": "info", "_record": "<LogRecord: industry.us_generic, 20, /__w/RealRate-Private/RealRate-Private/industry/us_generic/__init__.py, 447, \"{'company_id': '0001172222', 'reason': \"KeyError('0001172222')\", 'event': 'Failed to set obs_EconomicCapitalRatio', 'level': 'info'}\">", "_from_structlog": true, "logger": "industry.us_generic"}
{"company_id": "0001498710", "stock_price": NaN, "event": "Invalid stock price, skipping obs_EconomicCapitalRatio", "level": "warning", "_record": "<LogRecord: industry.us_generic, 30, /__w/RealRate-Private/RealRate-Private/industry/us_generic/__init__.py, 429, \"{'company_id': '0001498710', 'stock_price': nan, 'event': 'Invalid stock price, skipping obs_EconomicCapitalRatio', 'level': 'warning'}\">", "_from_structlog": true, "logger": "industry.us_generic"}
{"company_id": "0001172222", "assets": 1170940000, "lase": 3733525000, "event": "Assets != LiabilitiesAndStockholdersEquity, ignoring company.", "level": "error", "_record": "<LogRecord: pre-agg, 40, /__w/RealRate-Private/RealRate-Private/industry/us_generic/__init__.py, 287, \"{'company_id': '0001172222', 'assets': 1170940000, 'lase': 3733525000, 'event': 'Assets != LiabilitiesAndStockholdersEquity, ignoring company.', 'level': 'error'}\">", "_from_structlog": true, "logger": "pre-agg"}
{"event": "No sufficient historical data found for CompanyID 0000027904. Skipping forecast.", "level": "warning", "_record": "<LogRecord: forecast_and_inject_cni_xvars, 30, /__w/RealRate-Private/RealRate-Private/subcommand/prediction.py, 418, \"{'event': 'No sufficient historical data found for CompanyID 0000027904. Skipping forecast.', 'level': 'warning'}\">", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"}
{"event": "No sufficient historical data found for CompanyID 0000092380. Skipping forecast.", "level": "warning", "_record": "<LogRecord: forecast_and_inject_cni_xvars, 30, /__w/RealRate-Private/RealRate-Private/subcommand/prediction.py, 418, \"{'event': 'No sufficient historical data found for CompanyID 0000092380. Skipping forecast.', 'level': 'warning'}\">", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"}
{"event": "No sufficient historical data found for CompanyID 0001128281. Skipping forecast.", "level": "warning", "_record": "<LogRecord: forecast_and_inject_cni_xvars, 30, /__w/RealRate-Private/RealRate-Private/subcommand/prediction.py, 418, \"{'event': 'No sufficient historical data found for CompanyID 0001128281. Skipping forecast.', 'level': 'warning'}\">", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"}
{"event": "No sufficient historical data found for CompanyID 0001158463. Skipping forecast.", "level": "warning", "_record": "<LogRecord: forecast_and_inject_cni_xvars, 30, /__w/RealRate-Private/RealRate-Private/subcommand/prediction.py, 418, \"{'event': 'No sufficient historical data found for CompanyID 0001158463. Skipping forecast.', 'level': 'warning'}\">", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"}
{"event": "No sufficient historical data found for CompanyID 0001498710. Skipping forecast.", "level": "warning", "_record": "<LogRecord: forecast_and_inject_cni_xvars, 30, /__w/RealRate-Private/RealRate-Private/subcommand/prediction.py, 418, \"{'event': 'No sufficient historical data found for CompanyID 0001498710. Skipping forecast.', 'level': 'warning'}\">", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"}
{"event": "No sufficient historical data found for CompanyID 0001670076. Skipping forecast.", "level": "warning", "_record": "<LogRecord: forecast_and_inject_cni_xvars, 30, /__w/RealRate-Private/RealRate-Private/subcommand/prediction.py, 418, \"{'event': 'No sufficient historical data found for CompanyID 0001670076. Skipping forecast.', 'level': 'warning'}\">", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"}
{"event": "No sufficient historical data found for CompanyID 0001743907. Skipping forecast.", "level": "warning", "_record": "<LogRecord: forecast_and_inject_cni_xvars, 30, /__w/RealRate-Private/RealRate-Private/subcommand/prediction.py, 418, \"{'event': 'No sufficient historical data found for CompanyID 0001743907. Skipping forecast.', 'level': 'warning'}\">", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"}
{"event": "No sufficient historical data found for CompanyID 0001779128. Skipping forecast.", "level": "warning", "_record": "<LogRecord: forecast_and_inject_cni_xvars, 30, /__w/RealRate-Private/RealRate-Private/subcommand/prediction.py, 418, \"{'event': 'No sufficient historical data found for CompanyID 0001779128. Skipping forecast.', 'level': 'warning'}\">", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"}
{"event": "No sufficient historical data found for CompanyID 0001819516. Skipping forecast.", "level": "warning", "_record": "<LogRecord: forecast_and_inject_cni_xvars, 30, /__w/RealRate-Private/RealRate-Private/subcommand/prediction.py, 418, \"{'event': 'No sufficient historical data found for CompanyID 0001819516. Skipping forecast.', 'level': 'warning'}\">", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"}
{"current_year": 2023, "forecast_start": 2024, "forecast_end": 2028, "injected_xvars": ["AircraftMaintenanceMaterialsAndRepairs", "AircraftRental", "DepreciationAndAmortization", "DepreciationDepletionAndAmortization", "FuelCosts", "LaborAndRelatedExpense", "LandingFeesAndOtherRentals", "OtherCostAndExpenseOperating", "CostsAndExpenses", "remainder_Expenses", "RevenueFromContractWithCustomerExcludingAssessedTax", "DeferredRevenue", "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, 451, \"{'current_year': 2023, 'forecast_start': 2024, 'forecast_end': 2028, 'injected_xvars': ['AircraftMaintenanceMaterialsAndRepairs', 'AircraftRental', 'DepreciationAndAmortization', 'DepreciationDepletionAndAmortization', 'FuelCosts', 'LaborAndRelatedExpense', 'LandingFeesAndOtherRentals', 'OtherCostAndExpenseOperating', 'CostsAndExpenses', 'remainder_Expenses', 'RevenueFromContractWithCustomerExcludingAssessedTax', 'DeferredRevenue', 'remainder_Revenues', 'remainder_NetIncome', 'remainder_ComprehensiveNetIncome'], 'event': 'Forecast flow completed and xdat injected', 'level': 'info'}\">", "_from_structlog": true, "logger": "forecast_and_inject_cni_xvars"}