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The dataset generation failed because of a cast error
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 8 new columns ({'WHERE TO FIND INFORMATION', 'Unnamed: 13', 'Unnamed: 12', 'Unnamed: 10', 'Unnamed: 14', 'Unnamed: 11', 'Unnamed: 9', 'QUESTION'}) and 2 missing columns ({'STATE', 'EFFECTIVE DATE'}).

This happened while the csv dataset builder was generating data using

hf://datasets/Nikhil786/embedding_advanceRAG/50050_2019.csv (at revision 7355538fde3650f1cc31e28cae20dd89702f5a71)

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
              QUESTION: string
              WHERE TO FIND INFORMATION: string
              Unnamed: 2: string
              Unnamed: 3: string
              Unnamed: 4: string
              Unnamed: 5: string
              Unnamed: 6: string
              Unnamed: 7: string
              Unnamed: 8: string
              Unnamed: 9: string
              Unnamed: 10: string
              Unnamed: 11: double
              Unnamed: 12: string
              Unnamed: 13: string
              Unnamed: 14: double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 2099
              to
              {'STATE': Value(dtype='string', id=None), 'EFFECTIVE DATE': Value(dtype='string', id=None), 'Unnamed: 2': Value(dtype='string', id=None), 'Unnamed: 3': Value(dtype='string', id=None), 'Unnamed: 4': Value(dtype='string', id=None), 'Unnamed: 5': Value(dtype='string', id=None), 'Unnamed: 6': Value(dtype='string', id=None), 'Unnamed: 7': Value(dtype='string', id=None), 'Unnamed: 8': Value(dtype='string', 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 1324, 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 938, 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 8 new columns ({'WHERE TO FIND INFORMATION', 'Unnamed: 13', 'Unnamed: 12', 'Unnamed: 10', 'Unnamed: 14', 'Unnamed: 11', 'Unnamed: 9', 'QUESTION'}) and 2 missing columns ({'STATE', 'EFFECTIVE DATE'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/Nikhil786/embedding_advanceRAG/50050_2019.csv (at revision 7355538fde3650f1cc31e28cae20dd89702f5a71)
              
              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)

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STATE
string
EFFECTIVE DATE
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Unnamed: 2
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Unnamed: 3
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Unnamed: 4
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Unnamed: 7
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Unnamed: 8
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California
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Hawaii
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Illinois
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Indiana
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Maryland
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Michigan
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Minnesota
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New York
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North Dakota
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Rhode Island
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South Dakota
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Virginia
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Washington
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Wisconsin
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Name of Fee
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Royalty Fees (Note 1)
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Local Advertising Fees (Note 4)
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Brand Development Fees (Note 5)
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Advertising Fund Fees (Note 6)
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Name of Fee
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Regional Cooperative (Co-Op) Advertising Fund (Note 7)
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Bookkeeping & Payroll Fees (Note 8)
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Technology Fees (Note 9)
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Email Accounts (Note 10)
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Convention and Trade Show (Note 11)
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Name of Fee
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Transfer Fee
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Renewal Fee
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Step-In Right Costs
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Additional Training Fees
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Late Payment Fee
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Interest on Late Payments
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Name of Fee
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Relocation Fee
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You must spend up to $600 per month for Bookkeeping and Payroll services with the
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approved Bookkeeping vendor
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Type of Expenditure
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Initial Franchise Fee (note 1)
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Travel and Living Expenses While Training (note 2)
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Leasehold Improvements (note 3)
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Furniture, Fixtures and Equipment (note 4)
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Opening Inventory (note 5)
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Deposits (note 6)
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Signage (note 7)
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Rent for 3 months (note 8)
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Advertising and Marketing (note 9)
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Insurance (note 10)
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Professional Fees (note 11)
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Miscellaneous (note 12)
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Licenses (note 13)
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Additional Funds - 3 months (note 14)
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Total Estimated Initial Investment
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Obligation
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(a) Site selection and acquisition/lease
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(b) Pre-opening purchases/lease
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(c) Site development and other pre- opening requirements
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(d) Initial and ongoing training
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(e) Opening
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(f) Fees
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(g) Compliance with standards and policies/Operations Manual
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(h) Trademarks and proprietary information
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(i) Restrictions on products/services offered
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(j) Warranty and Customer Service Requirements
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(k) Territorial development and Sales Quotas
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(l) On-going product/service purchases
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(m) Maintenance, appearance and remodeling requirements
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(n) Insurance
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(o) Advertising
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Obligation
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(p) Indemnification
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(q) Owner’s participation / management / staffing
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(r) Records / reports
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(s) Inspection / audits
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(t) Transfer
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(u) Renewal
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(v) Post-termination obligations
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(w) Non-competition covenants
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(x) Dispute resolution
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Training Phase
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1. Quickstart Training
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2. Fundamentals Training
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3. Practical Training
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4. On-Site Training
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Total Hours
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Training Topic
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1. QS Training Review  Meeting Schedule  Checklist Review
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 Legal Entity Review / Set Up
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2. Power Team Formation  Selecting a Banker  Selecting an Insurance Broker  Selecting an Attorney  Selecting a Real Estate Broker  Selecting a Contractor
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3. Site Selection  Process Review  Key Selection Criteria  Lease Terms  Lease Negotiations  Typical Site Construction Timeline
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4. Licensure  Investigating local codes / rules  Permit Reviews and Application Submittal
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5. Benchmarking  Competitor Benchmarking  Labor Benchmarking
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6. Marketing  Grand Opening Overview  Employment Advertising  Friends & Family Marketing
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7. Industry Overview  Understanding the Industry  Veterinary Practice Basics
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8.Practice Management System  System Overview  System Login & Navigation  Common Transactions
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Total Hours
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Training Day
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Day One: Company Overview & Policies  Introductions  Company Overview / Ops Manuals  Franchise Program & Expectations  Fees & Reporting Requirements  Clinic Tour  Workplace Policies  Preferred Suppliers
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Day Two: Veterinary Practice  Industry insights  Our Offerings  Safety Considerations  Glossary of Terms  Clinic Exam Tour  Employee Scheduling  Scheduling / Forecasting
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Day Three: Managing & Marketing Your Clinic  Key Processes Review  Customer Service  Customer Service Workshop
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 Advertising, Grand Opening & Ad Approval  Practice Mgmt. Software Demo  Site Selection & Buildout  Next Steps / Post Training Priorities
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