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Cannot load the dataset split (in streaming mode) to extract the first rows.
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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