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The dataset generation failed
Error code:   DatasetGenerationError
Exception:    CastError
Message:      Couldn't cast
text: string
year: int64
bucket_id: list<item: int64>
  child 0, item: int64
year_token: string
doc_id: string
date: int64
category: string
source: string
token_count: int64
to
{'source': Value('string'), 'date': Value('int64'), 'category': Value('string'), 'token_count': Value('int64'), 'text': Value('string')}
because column names don't match
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1827, in _prepare_split_single
                  for key, table in generator:
                                    ^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 613, in wrapped
                  for item in generator(*args, **kwargs):
                              ~~~~~~~~~^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 343, in _generate_tables
                  self._cast_table(pa_table, json_field_paths=json_field_paths),
                  ~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 132, in _cast_table
                  pa_table = table_cast(pa_table, self.info.features.arrow_schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2378, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2306, in cast_table_to_schema
                  raise CastError(
                  ...<3 lines>...
                  )
              datasets.table.CastError: Couldn't cast
              text: string
              year: int64
              bucket_id: list<item: int64>
                child 0, item: int64
              year_token: string
              doc_id: string
              date: int64
              category: string
              source: string
              token_count: int64
              to
              {'source': Value('string'), 'date': Value('int64'), 'category': Value('string'), 'token_count': Value('int64'), 'text': Value('string')}
              because column names don't match
              
              The above exception was the direct cause of the following exception:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1369, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                                                                        ~~~~~~~~~~~~~~~~~~~~~~~~~^
                      builder, max_dataset_size_bytes=max_dataset_size_bytes
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  )
                  ^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
                  builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
                  ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1694, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ~~~~~~~~~~~~~~~~~~~~~~~~~~^
                      gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  ):
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1880, in _prepare_split_single
                  raise DatasetGenerationError("An error occurred while generating the dataset") from e
              datasets.exceptions.DatasetGenerationError: An error occurred while generating the dataset

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source
string
date
int64
category
string
token_count
int64
text
string
common_corpus_UK Hansard – Scottish Parliament
2,001
general
436
When this matter was first debated, I described the bill as an affront to democracy. I firmly adhere to the same view today. We must be quite frank. This bill is not about improving the quality of local government services or the democratic principle, but about maintaining Labour's Tammany Hall fiefdoms despite its app...
common_corpus_USPTO
2,001
general
4,775
Cover sheet for impressing pattern on emblem ABSTRACT An impressed emblem is disclosed which includes a cover sheet which is used together with heat and pressure to impress a desired pattern on an emblem. The emblem can also be impressed with a pattern and simultaneously heat-sealed onto a desired substrate. Notice: ...
common_corpus_USPTO
2,001
general
2,721
EXAMPLE 7 The Degradation of des-(B26-B30-[Glu-B¹⁰; Thr-B¹⁴; Ser-B¹⁷; Tyr-B²⁵—NH₂] Radoyka II Human Insulin Analogue by Insulin Degrading Enzyme (IDE) Assays of Insulin Degradation Trichloroacetic Acid (TCA) Assay [0160] Insulin degradation was assayed by the loss of precipitability in 10% trichloroacetic acid. Prelim...
common_corpus_USPTO
2,001
general
9,875
Single tube downhole densitometer ABSTRACT A measurement device is provided that determines fluid properties from vibration frequencies of a sample cavity. In one embodiment, the measurement device includes a sample flow tube, vibration source and detector mounted on the tube, and a measurement module. The sample flo...
common_corpus_USPTO
2,001
general
7,719
Financial Status Storage System ABSTRACT A method implemented in a computer system for dynamically analyzing the status of a numeric system wherein the numeric system which includes one or more numeric objects such as inflow objects, outflow objects, account objects, variable objects, and pipe objects. The present in...
common_corpus_USPTO
2,001
general
3,261
Externally controllable waveguide type higher order mode generator ABSTRACT A higher order mode generator includes a straight waveguide having upper and lower cladding layers and a core layer which support higher order modes higher than the 0 th order. A linear heater is disposed across the waveguide at a tilt angle...
common_corpus_USPTO
2,001
general
7,691
Method of delivering fuel and air to a fuel cell system ABSTRACT A method for removing sulfur-containing species from a liquid hydrocarbon fuel and capturing a portion of vaporized sulfur-free fuel to be processed into hydrogen for use in a fuel cell engine. Sulfur is removed by heating the fuel under pressure to kee...
common_corpus_Caselaw Access Project
2,001
general
4,346
MEMORANDUM OPINION AND ORDER FRANK, District Judge. Introduction The above-entitled matter is before the undersigned United States District Judge pursuant to Defendants' Motion for Partial Summary Judgment. In the complaint, Plaintiff has asserted claims, on his own behalf and on behalf of SarTec, against Defendants Mc...
common_corpus_USPTO
2,001
general
1,379
8. The method of claim 1 wherein saidstep of generating program code, in a single file, executable by a webbrowser comprises the steps of: instantiating an object for eachinserted field, each object being instantiated from a correspondingfield type of the inserted field and including the customizations to thevisual app...
common_corpus_USPTO
2,001
general
4,269
"Heat-resistant, flex-resistant flexible flat cable and process for producing the same\n\nABSTRACT\n(...TRUNCATED)
End of preview.

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Check out the documentation for more information.

annulus-heldout

Held-out eval sets for the year-plugin project (same-source as 0X_filtered training, held out = not in training).

  • FY2001/heldout_2001_samesource.jsonl - 783 docs, all date=2001, same-source mix (common_corpus/USPTO/sec_edgar/arxiv). Use for FY2001 self-year absorption.
  • multiyear/eval_heldout.jsonl - ~10k docs, year/bucket_id/year_token, buckets 1500s..2000. Use for cross-year (far-year) cutoff.

Convention for later years

Add each new year's same-source held-out under FY<year>/heldout_<year>_samesource.jsonl (carved from that year's 0X_filtered repo, docs NOT used in training).

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