Datasets:

stigsfoot

/

cms_federal_medicare

like 0

Error code:   DatasetGenerationCastError
Exception:    DatasetGenerationCastError
Message:      An error occurred while generating the dataset

All the data files must have the same columns, but at some point there are 46 new columns ({'Fistula Rate (US)', 'Percentage Of Adult Patients With Long Term Catheter In Use', 'Fistula Rate - As Expected (US)', 'Percentage Of Pediatric HD Patients With Kt/V>=1.2', 'Percentage Of Prevalent Patients Waitlisted (US)', 'Standardized First Kidney Transplant Waitlist Ratio (US)', 'Percentage of adult HD patients with Kt/V>=1.2', 'Percentage Of Adult Patients With Serum Phosphorus Between 5.6-7.0 Mg/dL', 'Percentage Of Adult Patients With Serum Phosphorus Less Than 3.5 Mg/dL', 'Transfusions- Worse than expected (US)', 'Infection- As expected (US)', 'Prevalent Patients Transplant Waitlisting- Better Than Expected (US)', 'Hospital Readmission - Better Than Expected (US)', 'Hospital Readmission - As Expected (US)', 'Percentage Of Adult Patients With Hypercalcemia (Serum Calcium Greater Than 10.2 Mg/dL)', 'Percentage Of Adult Patients With Serum Phosphorus Between 3.5-4.5 Mg/dL', 'Infection- Better than expected (US)', 'Prevalent Patients Transplant Waitlisting - As Expected (US)', 'Transfusions- As expected (US)', 'Hospitalizations- Worse Than Expected (US)', 'Infection- Worse than expected (US)', 'Percentage Of Adult Patients With Serum Phosphorus Between 4.6-5.5 Mg/dL', 'Readmission Rate (US)', 'Hospitalization Rate (US)', 'Survival- Better Than Expected (US)', 'Incident Patients Transplant Waitlisting - As Expected (US)', 'Percentage Of Patients With Hgb<10 g/dL', 'Hospital  Readmission - Worse Than Expected (US)', 'Incident Patients Transplant Waitlisting - Worse Than Expected (US)', 'Percentage Of Adult PD Patients With Kt/V>=1.7', 'Incident Patients Transplant Waitlisting- Better Than Expected (US)', 'Transfusion Rate (US)', 'Fistula Rate - Better Than Expected (US)', 'Mortality Rate (US)', 'Survival- Worse Than Expected (US)', 'COUNTRY', 'Transfusions- Better than expected (US)', 'Hospitalizations- Better Than Expected (US)', 'Percentage of patients with Hgb>12 g/dL', 'Percentage Of Pediatric HD Patients With nPCR', 'Percentage Of Adult Patients With Serum Phosphorus Greater Than 7.0 Mg/dL', 'Survival- As Expected (US)', 'Hospitalizations- As Expected (US)', 'Fistula Rate - Worse Than Expected (US)', 'Percentage Of Pediatric PD Patients With Kt/V>=1.8', 'Prevalent Patients Transplant Waitlisting - Worse Than Expected (US)'}) and 118 missing columns ({'Percentage of Adult patients with long term catheter in use', 'nPCR Data Availability Code', 'Chain Owned', 'Patient Hospital Readmission data availability Code', 'Hospitalization Rate: Lower Confidence Limit (2.5%)', 'Hospitalization Rate (Facility)', 'Standard Infection Ratio', 'Number of hospitalizations included in hospital readmission summary', 'Number of adult PD patient-months with Kt/V data', 'Profit or Non-Profit', 'Number of pediatric HD patient-months with KT/V data', 'Number of patients in nPCR summary', 'Patient Hospitalization data availability Code', 'Number of patients in hypercalcemia summary', 'Number of patients in this facility for SWR', 'SMR Date', 'HGB<10 data availability code', 'Patient prevalent transplant waitlist data availability code', 'Mortality Rate: Lower Confidence Limit (2.5%)', 'Number of Dialysis Patients with Hgb data', 'Transfusion Rate: Lower Confidence Limit (2.5%)', 'EQRS Date', 'Fistula Rate: Lower Confidence Limit (2.5%)', 'Number of patient months in long term catheter summary', 'Patient Survival Category Text', 'Serum phosphorus Data Availability Code', 'Claims Date', 'Fistula data availability code', '95% C.I. (upper limit) for PPPW', 'Fistula Category Text', 'Certification Number', 'Address Line 1', 'Mortality Rate (Facility)', 'State', 'Pediatric HD Kt/V Data Availability Code', 'Percentage of Medicare patients with Hgb<10 g/dL', 'Readmission Rate (Facility)', 'Number of Patients included in survival summary', 'Readmission Rat
...
', 'SWR category text', '95% C.I. (lower limit) for SWR', 'Late Shift', 'Number of pediatric PD patient-months with KT/V data', 'PPPW category text', 'Long term catheter Data Availability Code', 'Hgb > 12 data availability code', 'Number of patients included in the transfusion summary', 'Adult PD Kt/V data availability code', 'SIR: Lower Confidence Limit (2.5%)', 'Patient hospitalization category text', 'Facility Name', 'Number of patient-months in nPCR summary', 'County/Parish', 'Hospitalization Rate: Upper Confidence Limit (97.5%)', 'Percentage of Adult patients with serum phosphorus between 3.5-4.5 mg/dL', 'Percentage of Adult patients with serum phosphorus less than 3.5 mg/dL', 'SIR: Upper Confidence Limit (97.5%)', 'Number of patients for PPPW', 'Patient Transfusion data availability Code', 'STrR Date', 'Standardized First Kidney Transplant Waitlist Ratio', 'ZIP Code', 'Patient Infection Data Availability Code', 'Five Star Data Availability Code', 'Network', 'Percent of Adult HD patients with Kt/V >= 1.2', 'Five Star', 'Certification Date', 'Percentage of Pediatric HD patients with Kt/V >= 1.2', 'Percentage of Adult patients with serum phosphorus between 4.6-5.5 mg/dL', 'Percentage of Prevalent Patients Waitlisted', 'Number of pediatric HD patients with Kt/V data', 'Percentage of pediatric PD patients with Kt/V>=1.8', 'Number of patients included in hospitalization summary', 'Readmission Rate: Upper Confidence Limit (97.5%)', 'Number of adult HD patients with KT/V data'}).

This happened while the csv dataset builder was generating data using

hf://datasets/stigsfoot/cms_federal_medicare/data/DFC_NATIONAL.csv (at revision 9204d09eac6c4ca4532df7c27cb9cca1e676e1eb)

Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2011, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 585, in write_table
                  pa_table = table_cast(pa_table, self._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
              COUNTRY: string
              Transfusion Rate (US): double
              Transfusions- Better than expected (US): int64
              Transfusions- As expected (US): int64
              Transfusions- Worse than expected (US): int64
              Percentage of adult HD patients with Kt/V>=1.2: int64
              Percentage Of Adult PD Patients With Kt/V>=1.7: int64
              Percentage Of Pediatric HD Patients With Kt/V>=1.2: int64
              Percentage Of Pediatric PD Patients With Kt/V>=1.8: int64
              Percentage Of Pediatric HD Patients With nPCR: int64
              Fistula Rate (US): int64
              Fistula Rate - Better Than Expected (US): int64
              Fistula Rate - As Expected (US): int64
              Fistula Rate - Worse Than Expected (US): int64
              Percentage Of Adult Patients With Long Term Catheter In Use: int64
              Percentage Of Adult Patients With Hypercalcemia (Serum Calcium Greater Than 10.2 Mg/dL): int64
              Percentage Of Adult Patients With Serum Phosphorus Less Than 3.5 Mg/dL: int64
              Percentage Of Adult Patients With Serum Phosphorus Between 3.5-4.5 Mg/dL: int64
              Percentage Of Adult Patients With Serum Phosphorus Between 4.6-5.5 Mg/dL: int64
              Percentage Of Adult Patients With Serum Phosphorus Between 5.6-7.0 Mg/dL: int64
              Percentage Of Adult Patients With Serum Phosphorus Greater Than 7.0 Mg/dL: int64
              Hospitalization Rate (US): double
              Hospitalizations- Better Than Expected (US): int64
              Hospitalizations- As Expected (US): int64
              Hospitalizations- Worse Than Expected (US): int64
              Readmission Rate (US): double
              Hospital Readmission - Better Than Expected (US): int64
              Hospital Readmission - As Expected (US): int64
              Hospital  Readmission - Worse Than Expected (US): int64
              Mortality Rate (US): double
              Survival- Better Than Expected (US): int64
              Survival- As Expected (US): int64
              Survival- Worse Than Expected (US): int64
              Standardized First Kidney Transplant Waitlist Ratio (US): int64
              Incident Patients Transplant Waitlisting- Better Than Expected (US): int64
              Incident Patients Transplant Waitlisting - As Expected (US): int64
              Incident Patients Transplant Waitlisting - Worse Than Expected (US): int64
              Percentage Of Prevalent Patients Waitlisted (US): double
              Prevalent Patients Transplant Waitlisting- Better Than Expected (US): int64
              Prevalent Patients Transplant Waitlisting - As Expected (US): int64
              Prevalent Patients Transplant Waitlisting - Worse Than Expected (US): int64
              Percentage Of Patients With Hgb<10 g/dL: int64
              Percentage of patients with Hgb>12 g/dL: int64
              Infection- Better than expected (US): int64
              Infection- As expected (US): int64
              Infection- Worse than expected (US): int64
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 8918
              to
              {'Certification Number': Value(dtype='int64', id=None), 'Network': Value(dtype='int64', id=None), 'Facility Name': Value(dtype='string', id=None), 'Five Star Date': Value(dtype='string', id=None), 'Five Star': Value(dtype='float64', id=None), 'Five Star Data Availability Code': Value(dtype='int64', id=None), 'Address Line 1': Value(dtype='string', id=None), 'Address Line 2': Value(dtype='string', id=None), 'City/Town': Value(dtype='string', id=None), 'State': Value(dtype='string', id=None), 'ZIP Code': Value(dtype='int64', id=None), 'County/Parish': Value(dtype='string', id=None), 'Telephone Number': Value(dtype='string', id=None), 'Profit or Non-Profit': Value(dtype='string', id=None), 'Chain Owned': Value(dtype='string', id=None), 'Chain Organization': Value(dtype='string', id=None), 'Late Shift': Value(dtype='string', id=None), '# of Dialysis Stations': Value(dtype='int64', id=None), 'Offers in-center hemodialysis': Value(dtype='string', id=None), 'Offers peritoneal dialysis': Value(dtype='string', id=None), 'Offers home hemodialysis training': Value(dtype='string', id=None), 'Certification Date': Value(dtype='string', id=None), 'Claims Date': Value(dtype='string', id=None), 'EQRS Date': Value(dtype='string', id=None), 'STrR Date': Value(dtype='string', id=None), 'Percentage of Medicare patients with Hgb<10 g/dL': Value(dtype='float64', id=None), 'HGB<10 data availability code': Value(dtype='int64', id=None), 'Percentage of Medicare patients with Hgb>12 g/dL': Value(dtype=
              ...
              Value(dtype='float64', id=None), 'Number of patient months in long term catheter summary': Value(dtype='float64', id=None), 'Long term catheter Data Availability Code': Value(dtype='int64', id=None), 'Percentage of Adult patients with long term catheter in use': Value(dtype='float64', id=None), 'Number of patients in nPCR summary': Value(dtype='float64', id=None), 'Number of patient-months in nPCR summary': Value(dtype='float64', id=None), 'nPCR Data Availability Code': Value(dtype='int64', id=None), 'Percentage of pediatric HD patients with nPCR': Value(dtype='float64', id=None), 'SWR Date': Value(dtype='string', id=None), 'SWR category text': Value(dtype='string', id=None), 'Patient transplant waitlist data availability code': Value(dtype='int64', id=None), '95% C.I. (upper limit) for SWR': Value(dtype='float64', id=None), '95% C.I. (lower limit) for SWR': Value(dtype='float64', id=None), 'Number of patients in this facility for SWR': Value(dtype='float64', id=None), 'Standardized First Kidney Transplant Waitlist Ratio': Value(dtype='float64', id=None), 'PPPW category text': Value(dtype='string', id=None), 'Patient prevalent transplant waitlist data availability code': Value(dtype='int64', id=None), '95% C.I. (upper limit) for PPPW': Value(dtype='float64', id=None), '95% C.I. (lower limit) for PPPW': Value(dtype='float64', id=None), 'Number of patients for PPPW': Value(dtype='float64', id=None), 'Percentage of Prevalent Patients Waitlisted': Value(dtype='float64', id=None)}
              because column names don't match
              
              During handling of the above exception, another exception occurred:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1321, in compute_config_parquet_and_info_response
                  parquet_operations = convert_to_parquet(builder)
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 935, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1027, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1122, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1882, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2013, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
              datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
              
              All the data files must have the same columns, but at some point there are 46 new columns ({'Fistula Rate (US)', 'Percentage Of Adult Patients With Long Term Catheter In Use', 'Fistula Rate - As Expected (US)', 'Percentage Of Pediatric HD Patients With Kt/V>=1.2', 'Percentage Of Prevalent Patients Waitlisted (US)', 'Standardized First Kidney Transplant Waitlist Ratio (US)', 'Percentage of adult HD patients with Kt/V>=1.2', 'Percentage Of Adult Patients With Serum Phosphorus Between 5.6-7.0 Mg/dL', 'Percentage Of Adult Patients With Serum Phosphorus Less Than 3.5 Mg/dL', 'Transfusions- Worse than expected (US)', 'Infection- As expected (US)', 'Prevalent Patients Transplant Waitlisting- Better Than Expected (US)', 'Hospital Readmission - Better Than Expected (US)', 'Hospital Readmission - As Expected (US)', 'Percentage Of Adult Patients With Hypercalcemia (Serum Calcium Greater Than 10.2 Mg/dL)', 'Percentage Of Adult Patients With Serum Phosphorus Between 3.5-4.5 Mg/dL', 'Infection- Better than expected (US)', 'Prevalent Patients Transplant Waitlisting - As Expected (US)', 'Transfusions- As expected (US)', 'Hospitalizations- Worse Than Expected (US)', 'Infection- Worse than expected (US)', 'Percentage Of Adult Patients With Serum Phosphorus Between 4.6-5.5 Mg/dL', 'Readmission Rate (US)', 'Hospitalization Rate (US)', 'Survival- Better Than Expected (US)', 'Incident Patients Transplant Waitlisting - As Expected (US)', 'Percentage Of Patients With Hgb<10 g/dL', 'Hospital  Readmission - Worse Than Expected (US)', 'Incident Patients Transplant Waitlisting - Worse Than Expected (US)', 'Percentage Of Adult PD Patients With Kt/V>=1.7', 'Incident Patients Transplant Waitlisting- Better Than Expected (US)', 'Transfusion Rate (US)', 'Fistula Rate - Better Than Expected (US)', 'Mortality Rate (US)', 'Survival- Worse Than Expected (US)', 'COUNTRY', 'Transfusions- Better than expected (US)', 'Hospitalizations- Better Than Expected (US)', 'Percentage of patients with Hgb>12 g/dL', 'Percentage Of Pediatric HD Patients With nPCR', 'Percentage Of Adult Patients With Serum Phosphorus Greater Than 7.0 Mg/dL', 'Survival- As Expected (US)', 'Hospitalizations- As Expected (US)', 'Fistula Rate - Worse Than Expected (US)', 'Percentage Of Pediatric PD Patients With Kt/V>=1.8', 'Prevalent Patients Transplant Waitlisting - Worse Than Expected (US)'}) and 118 missing columns ({'Percentage of Adult patients with long term catheter in use', 'nPCR Data Availability Code', 'Chain Owned', 'Patient Hospital Readmission data availability Code', 'Hospitalization Rate: Lower Confidence Limit (2.5%)', 'Hospitalization Rate (Facility)', 'Standard Infection Ratio', 'Number of hospitalizations included in hospital readmission summary', 'Number of adult PD patient-months with Kt/V data', 'Profit or Non-Profit', 'Number of pediatric HD patient-months with KT/V data', 'Number of patients in nPCR summary', 'Patient Hospitalization data availability Code', 'Number of patients in hypercalcemia summary', 'Number of patients in this facility for SWR', 'SMR Date', 'HGB<10 data availability code', 'Patient prevalent transplant waitlist data availability code', 'Mortality Rate: Lower Confidence Limit (2.5%)', 'Number of Dialysis Patients with Hgb data', 'Transfusion Rate: Lower Confidence Limit (2.5%)', 'EQRS Date', 'Fistula Rate: Lower Confidence Limit (2.5%)', 'Number of patient months in long term catheter summary', 'Patient Survival Category Text', 'Serum phosphorus Data Availability Code', 'Claims Date', 'Fistula data availability code', '95% C.I. (upper limit) for PPPW', 'Fistula Category Text', 'Certification Number', 'Address Line 1', 'Mortality Rate (Facility)', 'State', 'Pediatric HD Kt/V Data Availability Code', 'Percentage of Medicare patients with Hgb<10 g/dL', 'Readmission Rate (Facility)', 'Number of Patients included in survival summary', 'Readmission Rat
              ...
              ', 'SWR category text', '95% C.I. (lower limit) for SWR', 'Late Shift', 'Number of pediatric PD patient-months with KT/V data', 'PPPW category text', 'Long term catheter Data Availability Code', 'Hgb > 12 data availability code', 'Number of patients included in the transfusion summary', 'Adult PD Kt/V data availability code', 'SIR: Lower Confidence Limit (2.5%)', 'Patient hospitalization category text', 'Facility Name', 'Number of patient-months in nPCR summary', 'County/Parish', 'Hospitalization Rate: Upper Confidence Limit (97.5%)', 'Percentage of Adult patients with serum phosphorus between 3.5-4.5 mg/dL', 'Percentage of Adult patients with serum phosphorus less than 3.5 mg/dL', 'SIR: Upper Confidence Limit (97.5%)', 'Number of patients for PPPW', 'Patient Transfusion data availability Code', 'STrR Date', 'Standardized First Kidney Transplant Waitlist Ratio', 'ZIP Code', 'Patient Infection Data Availability Code', 'Five Star Data Availability Code', 'Network', 'Percent of Adult HD patients with Kt/V >= 1.2', 'Five Star', 'Certification Date', 'Percentage of Pediatric HD patients with Kt/V >= 1.2', 'Percentage of Adult patients with serum phosphorus between 4.6-5.5 mg/dL', 'Percentage of Prevalent Patients Waitlisted', 'Number of pediatric HD patients with Kt/V data', 'Percentage of pediatric PD patients with Kt/V>=1.8', 'Number of patients included in hospitalization summary', 'Readmission Rate: Upper Confidence Limit (97.5%)', 'Number of adult HD patients with KT/V data'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/stigsfoot/cms_federal_medicare/data/DFC_NATIONAL.csv (at revision 9204d09eac6c4ca4532df7c27cb9cca1e676e1eb)
              
              Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)