Datasets:

embedding-benchmark
/

FreshStack

Error code:   StreamingRowsError
Exception:    CastError
Message:      Couldn't cast
000000: struct<014212: int64, 014259: int64, 014132: int64, 014273: int64>
  child 0, 014212: int64
  child 1, 014259: int64
  child 2, 014132: int64
  child 3, 014273: int64
000001: struct<006217: int64, 014325: int64, 006211: int64, 011904: int64, 004532: int64, 011134: int64, 009729: int64>
  child 0, 006217: int64
  child 1, 014325: int64
  child 2, 006211: int64
  child 3, 011904: int64
  child 4, 004532: int64
  child 5, 011134: int64
  child 6, 009729: int64
000002: struct<004594: int64, 011486: int64, 010533: int64, 010648: int64, 010649: int64, 004592: int64, 004646: int64, 004645: int64, 010647: int64, 014359: int64, 004625: int64>
  child 0, 004594: int64
  child 1, 011486: int64
  child 2, 010533: int64
  child 3, 010648: int64
  child 4, 010649: int64
  child 5, 004592: int64
  child 6, 004646: int64
  child 7, 004645: int64
  child 8, 010647: int64
  child 9, 014359: int64
  child 10, 004625: int64
000003: struct<014070: int64, 010501: int64, 014023: int64, 014080: int64, 004554: int64, 004550: int64, 004552: int64, 014005: int64, 012067: int64, 012374: int64, 014020: int64, 003814: int64, 006471: int64, 115418: int64, 014073: int64, 001880: int64>
  child 0, 014070: int64
  child 1, 010501: int64
  child 2, 014023: int64
  child 3, 014080: int64
  child 4, 004554: int64
  child 5, 004550: int64
  child 6, 004552: int64
  child 7, 014005: int64
  child 8, 012067: int64
  child 9, 012374: int64
  child 10, 014020: int64
  child 11, 003814: int64
  child 12, 00647
...
1344: int64
  child 4, 271350: int64
  child 5, 245881: int64
  child 6, 244725: int64
000666: struct<271040: int64, 244815: int64, 271643: int64, 271048: int64, 271150: int64, 271307: int64, 271647: int64, 271648: int64, 270768: int64, 270763: int64, 271005: int64>
  child 0, 271040: int64
  child 1, 244815: int64
  child 2, 271643: int64
  child 3, 271048: int64
  child 4, 271150: int64
  child 5, 271307: int64
  child 6, 271647: int64
  child 7, 271648: int64
  child 8, 270768: int64
  child 9, 270763: int64
  child 10, 271005: int64
000667: struct<253193: int64, 253194: int64, 270752: int64, 244758: int64, 270751: int64>
  child 0, 253193: int64
  child 1, 253194: int64
  child 2, 270752: int64
  child 3, 244758: int64
  child 4, 270751: int64
000668: struct<271025: int64, 271041: int64, 271127: int64, 271126: int64, 271308: int64, 244657: int64, 271004: int64, 271007: int64, 271149: int64, 270951: int64>
  child 0, 271025: int64
  child 1, 271041: int64
  child 2, 271127: int64
  child 3, 271126: int64
  child 4, 271308: int64
  child 5, 244657: int64
  child 6, 271004: int64
  child 7, 271007: int64
  child 8, 271149: int64
  child 9, 270951: int64
000669: struct<246535: int64, 271698: int64, 271347: int64>
  child 0, 246535: int64
  child 1, 271698: int64
  child 2, 271347: int64
000670: struct<270786: int64>
  child 0, 270786: int64
000671: struct<271051: int64, 271150: int64>
  child 0, 271051: int64
  child 1, 271150: int64
query-id: null
corpus-id: null
score: null
to
{'query-id': Value('string'), 'corpus-id': Value('string'), 'score': Value('float64')}
because column names don't match
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/src/worker/utils.py", line 99, in get_rows_or_raise
                  return get_rows(
                File "/src/libs/libcommon/src/libcommon/utils.py", line 272, in decorator
                  return func(*args, **kwargs)
                File "/src/services/worker/src/worker/utils.py", line 77, 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 2361, in __iter__
                  for key, example in ex_iterable:
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 1882, in __iter__
                  for key, pa_table in self._iter_arrow():
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 1914, in _iter_arrow
                  pa_table = cast_table_to_features(pa_table, self.features)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2192, in cast_table_to_features
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              000000: struct<014212: int64, 014259: int64, 014132: int64, 014273: int64>
                child 0, 014212: int64
                child 1, 014259: int64
                child 2, 014132: int64
                child 3, 014273: int64
              000001: struct<006217: int64, 014325: int64, 006211: int64, 011904: int64, 004532: int64, 011134: int64, 009729: int64>
                child 0, 006217: int64
                child 1, 014325: int64
                child 2, 006211: int64
                child 3, 011904: int64
                child 4, 004532: int64
                child 5, 011134: int64
                child 6, 009729: int64
              000002: struct<004594: int64, 011486: int64, 010533: int64, 010648: int64, 010649: int64, 004592: int64, 004646: int64, 004645: int64, 010647: int64, 014359: int64, 004625: int64>
                child 0, 004594: int64
                child 1, 011486: int64
                child 2, 010533: int64
                child 3, 010648: int64
                child 4, 010649: int64
                child 5, 004592: int64
                child 6, 004646: int64
                child 7, 004645: int64
                child 8, 010647: int64
                child 9, 014359: int64
                child 10, 004625: int64
              000003: struct<014070: int64, 010501: int64, 014023: int64, 014080: int64, 004554: int64, 004550: int64, 004552: int64, 014005: int64, 012067: int64, 012374: int64, 014020: int64, 003814: int64, 006471: int64, 115418: int64, 014073: int64, 001880: int64>
                child 0, 014070: int64
                child 1, 010501: int64
                child 2, 014023: int64
                child 3, 014080: int64
                child 4, 004554: int64
                child 5, 004550: int64
                child 6, 004552: int64
                child 7, 014005: int64
                child 8, 012067: int64
                child 9, 012374: int64
                child 10, 014020: int64
                child 11, 003814: int64
                child 12, 00647
              ...
              1344: int64
                child 4, 271350: int64
                child 5, 245881: int64
                child 6, 244725: int64
              000666: struct<271040: int64, 244815: int64, 271643: int64, 271048: int64, 271150: int64, 271307: int64, 271647: int64, 271648: int64, 270768: int64, 270763: int64, 271005: int64>
                child 0, 271040: int64
                child 1, 244815: int64
                child 2, 271643: int64
                child 3, 271048: int64
                child 4, 271150: int64
                child 5, 271307: int64
                child 6, 271647: int64
                child 7, 271648: int64
                child 8, 270768: int64
                child 9, 270763: int64
                child 10, 271005: int64
              000667: struct<253193: int64, 253194: int64, 270752: int64, 244758: int64, 270751: int64>
                child 0, 253193: int64
                child 1, 253194: int64
                child 2, 270752: int64
                child 3, 244758: int64
                child 4, 270751: int64
              000668: struct<271025: int64, 271041: int64, 271127: int64, 271126: int64, 271308: int64, 244657: int64, 271004: int64, 271007: int64, 271149: int64, 270951: int64>
                child 0, 271025: int64
                child 1, 271041: int64
                child 2, 271127: int64
                child 3, 271126: int64
                child 4, 271308: int64
                child 5, 244657: int64
                child 6, 271004: int64
                child 7, 271007: int64
                child 8, 271149: int64
                child 9, 270951: int64
              000669: struct<246535: int64, 271698: int64, 271347: int64>
                child 0, 246535: int64
                child 1, 271698: int64
                child 2, 271347: int64
              000670: struct<270786: int64>
                child 0, 270786: int64
              000671: struct<271051: int64, 271150: int64>
                child 0, 271051: int64
                child 1, 271150: int64
              query-id: null
              corpus-id: null
              score: null
              to
              {'query-id': Value('string'), 'corpus-id': Value('string'), 'score': Value('float64')}
              because column names don't match

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Usage

import datasets

# Download the dataset
queries = datasets.load_dataset("embedding-benchmark/FreshStack", "queries")
documents = datasets.load_dataset("embedding-benchmark/FreshStack", "corpus")
pair_labels = datasets.load_dataset("embedding-benchmark/FreshStack", "default")

Downloads last month: 83

Size of downloaded dataset files:

952 MB

Size of the auto-converted Parquet files:

249 MB

Number of rows:

272,514

Error code: StreamingRowsError Exception: CastError Message: Couldn't cast 000000: struct<014212: int64, 014259: int64, 014132: int64, 014273: int64> child 0, 014212: int64 child 1, 014259: int64 child 2, 014132: int64 child 3, 014273: int64 000001: struct<006217: int64, 014325: int64, 006211: int64, 011904: int64, 004532: int64, 011134: int64, 009729: int64> child 0, 006217: int64 child 1, 014325: int64 child 2, 006211: int64 child 3, 011904: int64 child 4, 004532: int64 child 5, 011134: int64 child 6, 009729: int64 000002: struct<004594: int64, 011486: int64, 010533: int64, 010648: int64, 010649: int64, 004592: int64, 004646: int64, 004645: int64, 010647: int64, 014359: int64, 004625: int64> child 0, 004594: int64 child 1, 011486: int64 child 2, 010533: int64 child 3, 010648: int64 child 4, 010649: int64 child 5, 004592: int64 child 6, 004646: int64 child 7, 004645: int64 child 8, 010647: int64 child 9, 014359: int64 child 10, 004625: int64 000003: struct<014070: int64, 010501: int64, 014023: int64, 014080: int64, 004554: int64, 004550: int64, 004552: int64, 014005: int64, 012067: int64, 012374: int64, 014020: int64, 003814: int64, 006471: int64, 115418: int64, 014073: int64, 001880: int64> child 0, 014070: int64 child 1, 010501: int64 child 2, 014023: int64 child 3, 014080: int64 child 4, 004554: int64 child 5, 004550: int64 child 6, 004552: int64 child 7, 014005: int64 child 8, 012067: int64 child 9, 012374: int64 child 10, 014020: int64 child 11, 003814: int64 child 12, 00647 ... 1344: int64 child 4, 271350: int64 child 5, 245881: int64 child 6, 244725: int64 000666: struct<271040: int64, 244815: int64, 271643: int64, 271048: int64, 271150: int64, 271307: int64, 271647: int64, 271648: int64, 270768: int64, 270763: int64, 271005: int64> child 0, 271040: int64 child 1, 244815: int64 child 2, 271643: int64 child 3, 271048: int64 child 4, 271150: int64 child 5, 271307: int64 child 6, 271647: int64 child 7, 271648: int64 child 8, 270768: int64 child 9, 270763: int64 child 10, 271005: int64 000667: struct<253193: int64, 253194: int64, 270752: int64, 244758: int64, 270751: int64> child 0, 253193: int64 child 1, 253194: int64 child 2, 270752: int64 child 3, 244758: int64 child 4, 270751: int64 000668: struct<271025: int64, 271041: int64, 271127: int64, 271126: int64, 271308: int64, 244657: int64, 271004: int64, 271007: int64, 271149: int64, 270951: int64> child 0, 271025: int64 child 1, 271041: int64 child 2, 271127: int64 child 3, 271126: int64 child 4, 271308: int64 child 5, 244657: int64 child 6, 271004: int64 child 7, 271007: int64 child 8, 271149: int64 child 9, 270951: int64 000669: struct<246535: int64, 271698: int64, 271347: int64> child 0, 246535: int64 child 1, 271698: int64 child 2, 271347: int64 000670: struct<270786: int64> child 0, 270786: int64 000671: struct<271051: int64, 271150: int64> child 0, 271051: int64 child 1, 271150: int64 query-id: null corpus-id: null score: null to {'query-id': Value('string'), 'corpus-id': Value('string'), 'score': Value('float64')} because column names don't match Traceback: Traceback (most recent call last): File "/src/services/worker/src/worker/utils.py", line 99, in get_rows_or_raise return get_rows( File "/src/libs/libcommon/src/libcommon/utils.py", line 272, in decorator return func(*args, **kwargs) File "/src/services/worker/src/worker/utils.py", line 77, 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 2361, in __iter__ for key, example in ex_iterable: File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 1882, in __iter__ for key, pa_table in self._iter_arrow(): File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 1914, in _iter_arrow pa_table = cast_table_to_features(pa_table, self.features) File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2192, in cast_table_to_features raise CastError( datasets.table.CastError: Couldn't cast 000000: struct<014212: int64, 014259: int64, 014132: int64, 014273: int64> child 0, 014212: int64 child 1, 014259: int64 child 2, 014132: int64 child 3, 014273: int64 000001: struct<006217: int64, 014325: int64, 006211: int64, 011904: int64, 004532: int64, 011134: int64, 009729: int64> child 0, 006217: int64 child 1, 014325: int64 child 2, 006211: int64 child 3, 011904: int64 child 4, 004532: int64 child 5, 011134: int64 child 6, 009729: int64 000002: struct<004594: int64, 011486: int64, 010533: int64, 010648: int64, 010649: int64, 004592: int64, 004646: int64, 004645: int64, 010647: int64, 014359: int64, 004625: int64> child 0, 004594: int64 child 1, 011486: int64 child 2, 010533: int64 child 3, 010648: int64 child 4, 010649: int64 child 5, 004592: int64 child 6, 004646: int64 child 7, 004645: int64 child 8, 010647: int64 child 9, 014359: int64 child 10, 004625: int64 000003: struct<014070: int64, 010501: int64, 014023: int64, 014080: int64, 004554: int64, 004550: int64, 004552: int64, 014005: int64, 012067: int64, 012374: int64, 014020: int64, 003814: int64, 006471: int64, 115418: int64, 014073: int64, 001880: int64> child 0, 014070: int64 child 1, 010501: int64 child 2, 014023: int64 child 3, 014080: int64 child 4, 004554: int64 child 5, 004550: int64 child 6, 004552: int64 child 7, 014005: int64 child 8, 012067: int64 child 9, 012374: int64 child 10, 014020: int64 child 11, 003814: int64 child 12, 00647 ... 1344: int64 child 4, 271350: int64 child 5, 245881: int64 child 6, 244725: int64 000666: struct<271040: int64, 244815: int64, 271643: int64, 271048: int64, 271150: int64, 271307: int64, 271647: int64, 271648: int64, 270768: int64, 270763: int64, 271005: int64> child 0, 271040: int64 child 1, 244815: int64 child 2, 271643: int64 child 3, 271048: int64 child 4, 271150: int64 child 5, 271307: int64 child 6, 271647: int64 child 7, 271648: int64 child 8, 270768: int64 child 9, 270763: int64 child 10, 271005: int64 000667: struct<253193: int64, 253194: int64, 270752: int64, 244758: int64, 270751: int64> child 0, 253193: int64 child 1, 253194: int64 child 2, 270752: int64 child 3, 244758: int64 child 4, 270751: int64 000668: struct<271025: int64, 271041: int64, 271127: int64, 271126: int64, 271308: int64, 244657: int64, 271004: int64, 271007: int64, 271149: int64, 270951: int64> child 0, 271025: int64 child 1, 271041: int64 child 2, 271127: int64 child 3, 271126: int64 child 4, 271308: int64 child 5, 244657: int64 child 6, 271004: int64 child 7, 271007: int64 child 8, 271149: int64 child 9, 270951: int64 000669: struct<246535: int64, 271698: int64, 271347: int64> child 0, 246535: int64 child 1, 271698: int64 child 2, 271347: int64 000670: struct<270786: int64> child 0, 270786: int64 000671: struct<271051: int64, 271150: int64> child 0, 271051: int64 child 1, 271150: int64 query-id: null corpus-id: null score: null to {'query-id': Value('string'), 'corpus-id': Value('string'), 'score': Value('float64')} because column names don't match

import datasets # Download the dataset queries = datasets.load_dataset("embedding-benchmark/FreshStack", "queries") documents = datasets.load_dataset("embedding-benchmark/FreshStack", "corpus") pair_labels = datasets.load_dataset("embedding-benchmark/FreshStack", "default")