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Error code: StreamingRowsError Exception: CastError Message: Couldn't cast cik: string adsh: string itemNumber: string fieldName: string comment: string -- schema metadata -- pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 826 to {'cik': Value(dtype='string', id=None), 'adsh': Value(dtype='string', id=None), 'assetTypeNumber': Value(dtype='string', id=None), 'assetNumber': Value(dtype='string', id=None), 'reportingPeriodBeginningDate': Value(dtype='timestamp[ns]', id=None), 'reportingPeriodEndDate': Value(dtype='timestamp[ns]', id=None), 'originatorName': Value(dtype='string', id=None), 'originationDate': Value(dtype='timestamp[ns]', id=None), 'originalLoanAmount': Value(dtype='float64', id=None), 'originalTermLoanNumber': Value(dtype='float64', id=None), 'maturityDate': Value(dtype='timestamp[ns]', id=None), 'originalInterestRatePercentage': Value(dtype='float64', id=None), 'interestRateSecuritizationPercentage': Value(dtype='float64', id=None), 'interestAccrualMethodCode': Value(dtype='float64', id=None), 'originalInterestRateTypeCode': Value(dtype='float64', id=None), 'originalInterestOnlyTermNumber': Value(dtype='float64', id=None), 'firstLoanPaymentDueDate': Value(dtype='timestamp[ns]', id=None), 'underwritingIndicator': Value(dtype='bool', id=None), 'lienPositionSecuritizationCode': Value(dtype='float64', id=None), 'loanStructureCode': Value(dtype='string', id=None), 'paymentTypeCode': Value(dtype='float64', id=None), 'periodicPrincipalAndInterestPaymentSecuritizationAmount': Value(dtype='float64', id=None), 'scheduledPrincipalBalanceSecuritizationAmount': Value(dtype='float64', id=None), 'paymentFrequencyCode': Value(dtype='float64', id=None), 'NumberPropertiesSecuritization': Value(dtype='floa ... ncipalInterestAdvancedOutstandingAmount': Value(dtype='float64', id=None), 'totalTaxesInsuranceAdvancesOutstandingAmount': Value(dtype='float64', id=None), 'otherExpensesAdvancedOutstandingAmount': Value(dtype='float64', id=None), 'paymentStatusLoanCode': Value(dtype='string', id=None), 'nextInterestRatePercentage': Value(dtype='float64', id=None), 'primaryServicerName': Value(dtype='string', id=None), 'assetSubjectDemandIndicator': Value(dtype='bool', id=None), 'unitsBedsRoomsNumber': Value(dtype='float64', id=None), 'unitsBedsRoomsSecuritizationNumber': Value(dtype='float64', id=None), 'defeasanceOptionStartDate': Value(dtype='timestamp[ns]', id=None), 'financialsSecuritizationDate': Value(dtype='timestamp[ns]', id=None), 'mostRecentSpecialServicerTransferDate': Value(dtype='timestamp[ns]', id=None), 'repurchaseAmount': Value(dtype='float64', id=None), 'workoutStrategyCode': Value(dtype='float64', id=None), 'postModificationAmortizationPeriodAmount': Value(dtype='float64', id=None), 'yearLastRenovated': Value(dtype='float64', id=None), 'originalAmortizationTermNumber': Value(dtype='float64', id=None), 'lastModificationDate': Value(dtype='timestamp[ns]', id=None), 'modificationCode': Value(dtype='float64', id=None), 'postModificationMaturityDate': Value(dtype='timestamp[ns]', id=None), 'mostRecentValuationAmount': Value(dtype='float64', id=None), 'mostRecentValuationDate': Value(dtype='timestamp[ns]', id=None), 'mostRecentValuationSourceCode': Value(dtype='string', id=None)} because column names don't match Traceback: Traceback (most recent call last): File "/src/libs/libcommon/src/libcommon/parquet_utils.py", line 437, in query pa_table = pa.concat_tables( File "pyarrow/table.pxi", line 5317, in pyarrow.lib.concat_tables File "pyarrow/error.pxi", line 154, in pyarrow.lib.pyarrow_internal_check_status File "pyarrow/error.pxi", line 91, in pyarrow.lib.check_status pyarrow.lib.ArrowInvalid: Schema at index 1 was different: cik: string adsh: string assetTypeNumber: string assetNumber: string reportingPeriodBeginningDate: timestamp[ns] reportingPeriodEndDate: timestamp[ns] originatorName: string originationDate: timestamp[ns] originalLoanAmount: double originalTermLoanNumber: double maturityDate: timestamp[ns] originalInterestRatePercentage: double interestRateSecuritizationPercentage: double interestAccrualMethodCode: double originalInterestRateTypeCode: double originalInterestOnlyTermNumber: double firstLoanPaymentDueDate: timestamp[ns] underwritingIndicator: bool lienPositionSecuritizationCode: double loanStructureCode: string paymentTypeCode: double periodicPrincipalAndInterestPaymentSecuritizationAmount: double scheduledPrincipalBalanceSecuritizationAmount: double paymentFrequencyCode: double NumberPropertiesSecuritization: double NumberProperties: double graceDaysAllowedNumber: double interestOnlyIndicator: bool balloonIndicator: bool prepaymentPremiumIndicator: bool negativeAmortizationIndicator: bool modifiedIndicator: bool prepaymentLockOutEndDate: timestamp[ns] yieldMaintenanceEndDate: timestamp[ns] prepaymentPremiumsEndDate: timestamp[ns] propertyName: string propertyAddress: string propertyCity: string propertyState: string propertyZip: string propertyCounty: string propertyTypeCode: string netRentableSquareFeetNumber: double netRentableSquareFeetSecuritizationNumber: double yearBuiltNumber: double valuationSecuritizationAmount: double valuationSourceSecuritizationCode: string valuationSecuritizationDate: timestamp[ns] physicalOccupancySecuritizationPercentage: double mostRecentPhysicalOccupancyPercentage: double propertyStatusCode: double DefeasedStatusCode: string largestTenant: string squareFeetLargestTenantNumber: double leaseExpirationLargestTenantDate: timestamp[ns] secondLargestTenant: string squareFeetSecondLargestTenantNumber: double leaseExpirationSecondLargestTenantDate: timestamp[ns] thirdLargestTenant: string squareFeetThirdLargestTenantNumber: double leaseExpirationThirdLargestTenantDate: timestamp[ns] mostRecentFinancialsStartDate: timestamp[ns] mostRecentFinancialsEndDate: timestamp[ns] revenueSecuritizationAmount: double mostRecentRevenueAmount: double operatingExpensesSecuritizationAmount: double operatingExpensesAmount: double netOperatingIncomeSecuritizationAmount: double mostRecentNetOperatingIncomeAmount: double netCashFlowFlowSecuritizationAmount: double mostRecentNetCashFlowAmount: double netOperatingIncomeNetCashFlowSecuritizationCode: string netOperatingIncomeNetCashFlowCode: string mostRecentDebtServiceAmount: double debtServiceCoverageNetOperatingIncomeSecuritizationPercentage: double mostRecentDebtServiceCoverageNetOperatingIncomePercentage: double debtServiceCoverageNetCashFlowSecuritizationPercentage: double mostRecentDebtServiceCoverageNetCashFlowpercentage: double debtServiceCoverageSecuritizationCode: string mostRecentDebtServiceCoverageCode: string mostRecentAnnualLeaseRolloverReviewDate: timestamp[ns] assetAddedIndicator: bool reportPeriodModificationIndicator: bool reportPeriodBeginningScheduleLoanBalanceAmount: double totalScheduledPrincipalInterestDueAmount: double reportPeriodInterestRatePercentage: double servicerTrusteeFeeRatePercentage: double scheduledInterestAmount: double scheduledPrincipalAmount: double unscheduledPrincipalCollectedAmount: double reportPeriodEndActualBalanceAmount: double reportPeriodEndScheduledLoanBalanceAmount: double paidThroughDate: timestamp[ns] hyperAmortizingDate: timestamp[ns] servicingAdvanceMethodCode: double nonRecoverabilityIndicator: bool totalPrincipalInterestAdvancedOutstandingAmount: double totalTaxesInsuranceAdvancesOutstandingAmount: double otherExpensesAdvancedOutstandingAmount: double paymentStatusLoanCode: string nextInterestRatePercentage: double primaryServicerName: string assetSubjectDemandIndicator: bool unitsBedsRoomsNumber: double unitsBedsRoomsSecuritizationNumber: double defeasanceOptionStartDate: timestamp[ns] financialsSecuritizationDate: timestamp[ns] mostRecentSpecialServicerTransferDate: timestamp[ns] repurchaseAmount: double workoutStrategyCode: double postModificationAmortizationPeriodAmount: double yearLastRenovated: double originalAmortizationTermNumber: double lastModificationDate: timestamp[ns] modificationCode: double postModificationMaturityDate: timestamp[ns] mostRecentValuationAmount: double mostRecentValuationDate: timestamp[ns] mostRecentValuationSourceCode: string vs cik: string adsh: string During handling of the above exception, another exception occurred: Traceback (most recent call last): File "/src/services/worker/src/worker/job_runners/split/first_rows.py", line 105, in get_rows_content pa_table = rows_index.query(offset=0, length=rows_max_number) File "/src/libs/libcommon/src/libcommon/parquet_utils.py", line 586, in query return self.parquet_index.query(offset=offset, length=length) File "/src/libs/libcommon/src/libcommon/parquet_utils.py", line 444, in query raise SchemaMismatchError("Parquet files have different schema.", err) libcommon.parquet_utils.SchemaMismatchError: ('Parquet files have different schema.', ArrowInvalid('Schema at index 1 was different: \ncik: string\nadsh: string\nassetTypeNumber: string\nassetNumber: string\nreportingPeriodBeginningDate: timestamp[ns]\nreportingPeriodEndDate: timestamp[ns]\noriginatorName: string\noriginationDate: timestamp[ns]\noriginalLoanAmount: double\noriginalTermLoanNumber: double\nmaturityDate: timestamp[ns]\noriginalInterestRatePercentage: double\ninterestRateSecuritizationPercentage: double\ninterestAccrualMethodCode: double\noriginalInterestRateTypeCode: double\noriginalInterestOnlyTermNumber: double\nfirstLoanPaymentDueDate: timestamp[ns]\nunderwritingIndicator: bool\nlienPositionSecuritizationCode: double\nloanStructureCode: string\npaymentTypeCode: double\nperiodicPrincipalAndInterestPaymentSecuritizationAmount: double\nscheduledPrincipalBalanceSecuritizationAmount: double\npaymentFrequencyCode: double\nNumberPropertiesSecuritization: double\nNumberProperties: double\ngraceDaysAllowedNumber: double\ninterestOnlyIndicator: bool\nballoonIndicator: bool\nprepaymentPremiumIndicator: bool\nnegativeAmortizationIndicator: bool\nmodifiedIndicator: bool\nprepaymentLockOutEndDate: timestamp[ns]\nyieldMaintenanceEndDate: timestamp[ns]\nprepaymentPremiumsEndDate: timestamp[ns]\npropertyName: string\npropertyAddress: string\npropertyCity: string\npropertyState: string\npropertyZip: string\npropertyCounty: string\npropertyTypeCode: string\nnetRentableSquareFeetNumber: double\nnetRentableSquareFeetSecuritizationNumber: double\nyearBuiltNumber: double\nvaluationSecuritizationAmount: double\nvaluationSourceSecuritizationCode: string\nvaluationSecuritizationDate: timestamp[ns]\nphysicalOccupancySecuritizationPercentage: double\nmostRecentPhysicalOccupancyPercentage: double\npropertyStatusCode: double\nDefeasedStatusCode: string\nlargestTenant: string\nsquareFeetLargestTenantNumber: double\nleaseExpirationLargestTenantDate: timestamp[ns]\nsecondLargestTenant: string\nsquareFeetSecondLargestTenantNumber: double\nleaseExpirationSecondLargestTenantDate: timestamp[ns]\nthirdLargestTenant: string\nsquareFeetThirdLargestTenantNumber: double\nleaseExpirationThirdLargestTenantDate: timestamp[ns]\nmostRecentFinancialsStartDate: timestamp[ns]\nmostRecentFinancialsEndDate: timestamp[ns]\nrevenueSecuritizationAmount: double\nmostRecentRevenueAmount: double\noperatingExpensesSecuritizationAmount: double\noperatingExpensesAmount: double\nnetOperatingIncomeSecuritizationAmount: double\nmostRecentNetOperatingIncomeAmount: double\nnetCashFlowFlowSecuritizationAmount: double\nmostRecentNetCashFlowAmount: double\nnetOperatingIncomeNetCashFlowSecuritizationCode: string\nnetOperatingIncomeNetCashFlowCode: string\nmostRecentDebtServiceAmount: double\ndebtServiceCoverageNetOperatingIncomeSecuritizationPercentage: double\nmostRecentDebtServiceCoverageNetOperatingIncomePercentage: double\ndebtServiceCoverageNetCashFlowSecuritizationPercentage: double\nmostRecentDebtServiceCoverageNetCashFlowpercentage: double\ndebtServiceCoverageSecuritizationCode: string\nmostRecentDebtServiceCoverageCode: string\nmostRecentAnnualLeaseRolloverReviewDate: timestamp[ns]\nassetAddedIndicator: bool\nreportPeriodModificationIndicator: bool\nreportPeriodBeginningScheduleLoanBalanceAmount: double\ntotalScheduledPrincipalInterestDueAmount: double\nreportPeriodInterestRatePercentage: double\nservicerTrusteeFeeRatePercentage: double\nscheduledInterestAmount: double\nscheduledPrincipalAmount: double\nunscheduledPrincipalCollectedAmount: double\nreportPeriodEndActualBalanceAmount: double\nreportPeriodEndScheduledLoanBalanceAmount: double\npaidThroughDate: timestamp[ns]\nhyperAmortizingDate: timestamp[ns]\nservicingAdvanceMethodCode: double\nnonRecoverabilityIndicator: bool\ntotalPrincipalInterestAdvancedOutstandingAmount: double\ntotalTaxesInsuranceAdvancesOutstandingAmount: double\notherExpensesAdvancedOutstandingAmount: double\npaymentStatusLoanCode: string\nnextInterestRatePercentage: double\nprimaryServicerName: string\nassetSubjectDemandIndicator: bool\nunitsBedsRoomsNumber: double\nunitsBedsRoomsSecuritizationNumber: double\ndefeasanceOptionStartDate: timestamp[ns]\nfinancialsSecuritizationDate: timestamp[ns]\nmostRecentSpecialServicerTransferDate: timestamp[ns]\nrepurchaseAmount: double\nworkoutStrategyCode: double\npostModificationAmortizationPeriodAmount: double\nyearLastRenovated: double\noriginalAmortizationTermNumber: double\nlastModificationDate: timestamp[ns]\nmodificationCode: double\npostModificationMaturityDate: timestamp[ns]\nmostRecentValuationAmount: double\nmostRecentValuationDate: timestamp[ns]\nmostRecentValuationSourceCode: string\nvs\ncik: string\nadsh: string')) During handling of the above exception, another exception occurred: Traceback (most recent call last): File "/src/services/worker/src/worker/job_runners/split/first_rows.py", line 322, in compute compute_first_rows_from_parquet_response( File "/src/services/worker/src/worker/job_runners/split/first_rows.py", line 119, in compute_first_rows_from_parquet_response return create_first_rows_response( File "/src/libs/libcommon/src/libcommon/viewer_utils/rows.py", line 135, in create_first_rows_response rows_content = get_rows_content(rows_max_number) File "/src/services/worker/src/worker/job_runners/split/first_rows.py", line 114, in get_rows_content raise SplitParquetSchemaMismatchError( libcommon.exceptions.SplitParquetSchemaMismatchError: Split parquet files being processed have different schemas. Ensure all files have identical column names. During handling of the above exception, another exception occurred: Traceback (most recent call last): File "/src/services/worker/src/worker/utils.py", line 96, in get_rows_or_raise return get_rows( File "/src/libs/libcommon/src/libcommon/utils.py", line 197, in decorator return func(*args, **kwargs) File "/src/services/worker/src/worker/utils.py", line 73, in get_rows rows_plus_one = list(itertools.islice(ds, rows_max_number + 1)) File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 1389, in __iter__ for key, example in ex_iterable: File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 282, in __iter__ for key, pa_table in self.generate_tables_fn(**self.kwargs): File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/packaged_modules/parquet/parquet.py", line 97, in _generate_tables yield f"{file_idx}_{batch_idx}", self._cast_table(pa_table) File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/packaged_modules/parquet/parquet.py", line 75, in _cast_table pa_table = table_cast(pa_table, self.info.features.arrow_schema) File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2302, in table_cast return cast_table_to_schema(table, schema) File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2256, in cast_table_to_schema raise CastError( datasets.table.CastError: Couldn't cast cik: string adsh: string itemNumber: string fieldName: string comment: string -- schema metadata -- pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 826 to {'cik': Value(dtype='string', id=None), 'adsh': Value(dtype='string', id=None), 'assetTypeNumber': Value(dtype='string', id=None), 'assetNumber': Value(dtype='string', id=None), 'reportingPeriodBeginningDate': Value(dtype='timestamp[ns]', id=None), 'reportingPeriodEndDate': Value(dtype='timestamp[ns]', id=None), 'originatorName': Value(dtype='string', id=None), 'originationDate': Value(dtype='timestamp[ns]', id=None), 'originalLoanAmount': Value(dtype='float64', id=None), 'originalTermLoanNumber': Value(dtype='float64', id=None), 'maturityDate': Value(dtype='timestamp[ns]', id=None), 'originalInterestRatePercentage': Value(dtype='float64', id=None), 'interestRateSecuritizationPercentage': Value(dtype='float64', id=None), 'interestAccrualMethodCode': Value(dtype='float64', id=None), 'originalInterestRateTypeCode': Value(dtype='float64', id=None), 'originalInterestOnlyTermNumber': Value(dtype='float64', id=None), 'firstLoanPaymentDueDate': Value(dtype='timestamp[ns]', id=None), 'underwritingIndicator': Value(dtype='bool', id=None), 'lienPositionSecuritizationCode': Value(dtype='float64', id=None), 'loanStructureCode': Value(dtype='string', id=None), 'paymentTypeCode': Value(dtype='float64', id=None), 'periodicPrincipalAndInterestPaymentSecuritizationAmount': Value(dtype='float64', id=None), 'scheduledPrincipalBalanceSecuritizationAmount': Value(dtype='float64', id=None), 'paymentFrequencyCode': Value(dtype='float64', id=None), 'NumberPropertiesSecuritization': Value(dtype='floa ... ncipalInterestAdvancedOutstandingAmount': Value(dtype='float64', id=None), 'totalTaxesInsuranceAdvancesOutstandingAmount': Value(dtype='float64', id=None), 'otherExpensesAdvancedOutstandingAmount': Value(dtype='float64', id=None), 'paymentStatusLoanCode': Value(dtype='string', id=None), 'nextInterestRatePercentage': Value(dtype='float64', id=None), 'primaryServicerName': Value(dtype='string', id=None), 'assetSubjectDemandIndicator': Value(dtype='bool', id=None), 'unitsBedsRoomsNumber': Value(dtype='float64', id=None), 'unitsBedsRoomsSecuritizationNumber': Value(dtype='float64', id=None), 'defeasanceOptionStartDate': Value(dtype='timestamp[ns]', id=None), 'financialsSecuritizationDate': Value(dtype='timestamp[ns]', id=None), 'mostRecentSpecialServicerTransferDate': Value(dtype='timestamp[ns]', id=None), 'repurchaseAmount': Value(dtype='float64', id=None), 'workoutStrategyCode': Value(dtype='float64', id=None), 'postModificationAmortizationPeriodAmount': Value(dtype='float64', id=None), 'yearLastRenovated': Value(dtype='float64', id=None), 'originalAmortizationTermNumber': Value(dtype='float64', id=None), 'lastModificationDate': Value(dtype='timestamp[ns]', id=None), 'modificationCode': Value(dtype='float64', id=None), 'postModificationMaturityDate': Value(dtype='timestamp[ns]', id=None), 'mostRecentValuationAmount': Value(dtype='float64', id=None), 'mostRecentValuationDate': Value(dtype='timestamp[ns]', id=None), 'mostRecentValuationSourceCode': Value(dtype='string', id=None)} because column names don't match
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cik | form | accessionNumber | fileNumber | filmNumber | reportDate | url |
---|---|---|---|---|---|---|
1556965 | ABS-EE | 0001056404-21-002102 | 333-165147-04 | 21713528 | 2021-02-18 | https://sec.gov/Archives/edgar/data/1556965/000105640421002102 |
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