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TobiasPitters
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mmu-hsc-partitioned

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The dataset generation failed
Error code:   DatasetGenerationError
Exception:    CastError
Message:      Couldn't cast
image: struct<band: list<element: string>, flux: list<element: extension<datasets.features.features.Array2D (... 305 chars omitted)
  child 0, band: list<element: string>
      child 0, element: string
  child 1, flux: list<element: extension<datasets.features.features.Array2DExtensionType<Array2DExtensionType>>>
      child 0, element: extension<datasets.features.features.Array2DExtensionType<Array2DExtensionType>>
  child 2, ivar: list<element: extension<datasets.features.features.Array2DExtensionType<Array2DExtensionType>>>
      child 0, element: extension<datasets.features.features.Array2DExtensionType<Array2DExtensionType>>
  child 3, mask: list<element: extension<datasets.features.features.Array2DExtensionType<Array2DExtensionType>>>
      child 0, element: extension<datasets.features.features.Array2DExtensionType<Array2DExtensionType>>
  child 4, psf_fwhm: list<element: float>
      child 0, element: float
  child 5, scale: list<element: float>
      child 0, element: float
a_g: float
a_r: float
a_i: float
a_z: float
a_y: float
g_extendedness_value: float
r_extendedness_value: float
i_extendedness_value: float
z_extendedness_value: float
y_extendedness_value: float
g_cmodel_mag: float
g_cmodel_magerr: float
r_cmodel_mag: float
r_cmodel_magerr: float
i_cmodel_mag: float
i_cmodel_magerr: float
z_cmodel_mag: float
z_cmodel_magerr: float
y_cmodel_mag: float
y_cmodel_magerr: float
g_sdssshape_psf_shape11: float
g_sdssshape_psf_shape22: float
g_sdssshape_psf_shape12: float
r_sdssshape_psf_shape11: float
r_sdssshape_psf_shape22: float
r_sdssshape_psf_shape12: float
i_sdssshape_psf_shape11: float
i_sdssshape_psf_shape22: float
i_sdssshape_psf_shape12: float
z_sdssshape_psf_shape11: float
z_sdssshape_psf_shape22: float
z_sdssshape_psf_shape12: float
y_sdssshape_psf_shape11: float
y_sdssshape_psf_shape22: float
y_sdssshape_psf_shape12: float
g_sdssshape_shape11: float
g_sdssshape_shape22: float
g_sdssshape_shape12: float
r_sdssshape_shape11: float
r_sdssshape_shape22: float
r_sdssshape_shape12: float
i_sdssshape_shape11: float
i_sdssshape_shape22: float
i_sdssshape_shape12: float
z_sdssshape_shape11: float
z_sdssshape_shape22: float
z_sdssshape_shape12: float
y_sdssshape_shape11: float
y_sdssshape_shape22: float
y_sdssshape_shape12: float
object_id: string
healpix: int64
-- schema metadata --
huggingface: '{"info": {"features": {"image": {"feature": {"band": {"dtyp' + 3584
to
{'object_id': Value('int64'), 'ra': Value('float64'), 'dec': Value('float64'), 'healpix': Value('int64')}
because column names don't match
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1404, in compute_config_parquet_and_info_response
                  fill_builder_info(builder, hf_endpoint=hf_endpoint, hf_token=hf_token, validate=validate)
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 596, in fill_builder_info
                  num_examples_and_sizes: list[tuple[int, int]] = thread_map(
                                                                  ^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/tqdm/contrib/concurrent.py", line 69, in thread_map
                  return _executor_map(ThreadPoolExecutor, fn, *iterables, **tqdm_kwargs)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/tqdm/contrib/concurrent.py", line 51, in _executor_map
                  return list(tqdm_class(ex.map(fn, *iterables, chunksize=chunksize), **kwargs))
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/tqdm/std.py", line 1169, in __iter__
                  for obj in iterable:
                             ^^^^^^^^
                File "/usr/local/lib/python3.12/concurrent/futures/_base.py", line 619, in result_iterator
                  yield _result_or_cancel(fs.pop())
                        ^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/concurrent/futures/_base.py", line 317, in _result_or_cancel
                  return fut.result(timeout)
                         ^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/concurrent/futures/_base.py", line 456, in result
                  return self.__get_result()
                         ^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/concurrent/futures/_base.py", line 401, in __get_result
                  raise self._exception
                File "/usr/local/lib/python3.12/concurrent/futures/thread.py", line 59, in run
                  result = self.fn(*self.args, **self.kwargs)
                           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 468, in retry_validate_get_num_examples_and_size
                  validate(pf)
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 534, in validate
                  raise TooBigRowGroupsError(
              worker.job_runners.config.parquet_and_info.TooBigRowGroupsError: Parquet file has too big row groups. First row group has 2694072425 which exceeds the limit of 300000000
              
              During handling of the above exception, another exception occurred:
              
              Traceback (most recent call last):
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1815, in _prepare_split_single
                  for _, table in generator:
                                  ^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 691, in wrapped
                  for item in generator(*args, **kwargs):
                              ^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/parquet/parquet.py", line 106, in _generate_tables
                  yield f"{file_idx}_{batch_idx}", self._cast_table(pa_table)
                                                   ^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/parquet/parquet.py", line 73, in _cast_table
                  pa_table = table_cast(pa_table, self.info.features.arrow_schema)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2272, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              image: struct<band: list<element: string>, flux: list<element: extension<datasets.features.features.Array2D (... 305 chars omitted)
                child 0, band: list<element: string>
                    child 0, element: string
                child 1, flux: list<element: extension<datasets.features.features.Array2DExtensionType<Array2DExtensionType>>>
                    child 0, element: extension<datasets.features.features.Array2DExtensionType<Array2DExtensionType>>
                child 2, ivar: list<element: extension<datasets.features.features.Array2DExtensionType<Array2DExtensionType>>>
                    child 0, element: extension<datasets.features.features.Array2DExtensionType<Array2DExtensionType>>
                child 3, mask: list<element: extension<datasets.features.features.Array2DExtensionType<Array2DExtensionType>>>
                    child 0, element: extension<datasets.features.features.Array2DExtensionType<Array2DExtensionType>>
                child 4, psf_fwhm: list<element: float>
                    child 0, element: float
                child 5, scale: list<element: float>
                    child 0, element: float
              a_g: float
              a_r: float
              a_i: float
              a_z: float
              a_y: float
              g_extendedness_value: float
              r_extendedness_value: float
              i_extendedness_value: float
              z_extendedness_value: float
              y_extendedness_value: float
              g_cmodel_mag: float
              g_cmodel_magerr: float
              r_cmodel_mag: float
              r_cmodel_magerr: float
              i_cmodel_mag: float
              i_cmodel_magerr: float
              z_cmodel_mag: float
              z_cmodel_magerr: float
              y_cmodel_mag: float
              y_cmodel_magerr: float
              g_sdssshape_psf_shape11: float
              g_sdssshape_psf_shape22: float
              g_sdssshape_psf_shape12: float
              r_sdssshape_psf_shape11: float
              r_sdssshape_psf_shape22: float
              r_sdssshape_psf_shape12: float
              i_sdssshape_psf_shape11: float
              i_sdssshape_psf_shape22: float
              i_sdssshape_psf_shape12: float
              z_sdssshape_psf_shape11: float
              z_sdssshape_psf_shape22: float
              z_sdssshape_psf_shape12: float
              y_sdssshape_psf_shape11: float
              y_sdssshape_psf_shape22: float
              y_sdssshape_psf_shape12: float
              g_sdssshape_shape11: float
              g_sdssshape_shape22: float
              g_sdssshape_shape12: float
              r_sdssshape_shape11: float
              r_sdssshape_shape22: float
              r_sdssshape_shape12: float
              i_sdssshape_shape11: float
              i_sdssshape_shape22: float
              i_sdssshape_shape12: float
              z_sdssshape_shape11: float
              z_sdssshape_shape22: float
              z_sdssshape_shape12: float
              y_sdssshape_shape11: float
              y_sdssshape_shape22: float
              y_sdssshape_shape12: float
              object_id: string
              healpix: int64
              -- schema metadata --
              huggingface: '{"info": {"features": {"image": {"feature": {"band": {"dtyp' + 3584
              to
              {'object_id': Value('int64'), 'ra': Value('float64'), 'dec': Value('float64'), 'healpix': Value('int64')}
              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 1427, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                                                                        ^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 993, in stream_convert_to_parquet
                  builder._prepare_split(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1702, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1858, 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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object_id
int64
ra
float64
dec
float64
healpix
int64
40,554,696,116,535,864
352.863876
-1.516926
1,172
40,554,696,116,546,970
352.84375
-1.539949
1,172
40,554,696,116,547,160
352.87891
-1.528286
1,172
40,554,696,116,547,170
352.873177
-1.526996
1,172
40,554,696,116,547,700
352.938661
-1.494522
1,172
40,554,696,116,535,790
352.873858
-1.52157
1,172
40,554,696,116,536,090
352.943211
-1.503655
1,172
40,554,696,116,536,136
352.879474
-1.500769
1,172
40,554,696,116,547,144
352.869534
-1.529309
1,172
40,554,696,116,547,224
352.866269
-1.523642
1,172
40,554,696,116,547,650
352.918136
-1.494052
1,172
40,554,696,116,535,730
352.858017
-1.526095
1,172
40,554,696,116,535,740
352.881842
-1.524667
1,172
40,554,696,116,536,370
352.993882
-1.490687
1,172
40,554,696,116,547,384
352.868875
-1.515076
1,172
40,554,696,116,547,624
352.947918
-1.498687
1,172
40,554,696,116,547,790
352.979634
-1.491302
1,172
40,554,696,116,535,770
352.862169
-1.523321
1,172
40,554,696,116,536,100
352.959896
-1.503539
1,172
40,554,696,116,536,350
352.954761
-1.491403
1,172
40,554,696,116,547,160
352.875166
-1.528525
1,172
40,554,696,116,547,630
352.927178
-1.498468
1,172
40,554,696,116,547,860
352.965905
-1.488608
1,172
40,554,696,116,535,680
352.86747
-1.529552
1,172
40,554,696,116,536,070
352.896843
-1.504712
1,172
40,554,696,116,536,424
352.991736
-1.487862
1,172
40,554,696,116,547,500
352.883186
-1.50588
1,172
40,554,696,116,547,660
352.899092
-1.495785
1,172
40,554,696,116,547,760
352.976266
-1.491729
1,172
40,554,696,116,535,860
352.885171
-1.517824
1,172
40,554,696,116,536,430
352.905671
-1.487923
1,172
40,554,696,116,547,030
352.843241
-1.538756
1,172
40,554,696,116,547,144
352.882337
-1.52955
1,172
40,554,696,116,547,190
352.864239
-1.524503
1,172
40,554,696,116,547,660
352.899896
-1.496387
1,172
40,554,696,116,535,890
352.880607
-1.51578
1,172
40,554,696,116,546,940
352.842448
-1.54982
1,172
40,554,696,116,547,110
352.846961
-1.530434
1,172
40,554,696,116,547,390
352.875788
-1.514241
1,172
40,554,696,116,547,560
352.858165
-1.502382
1,172
40,554,696,116,547,704
352.897964
-1.494181
1,172
40,554,696,116,535,670
352.851069
-1.529699
1,172
40,554,696,116,536,060
352.942732
-1.505126
1,172
40,554,696,116,547,110
352.849211
-1.530156
1,172
40,554,696,116,547,530
352.85157
-1.504166
1,172
40,554,696,116,547,570
352.861682
-1.500819
1,172
40,554,696,116,547,730
352.959723
-1.492535
1,172
40,554,696,116,535,470
352.844641
-1.553093
1,172
40,554,696,116,535,930
352.865256
-1.514249
1,172
40,554,696,116,546,940
352.842474
-1.549328
1,172
40,554,696,116,547,350
352.861732
-1.515985
1,172
40,554,696,116,547,550
352.863805
-1.50301
1,172
40,554,696,116,547,730
352.937915
-1.492954
1,172
40,554,696,116,535,790
352.879649
-1.521434
1,172
40,554,696,116,536,110
352.878707
-1.502204
1,172
40,554,696,116,547,110
352.847213
-1.530017
1,172
40,554,696,116,547,224
352.866441
-1.52427
1,172
40,554,696,116,547,624
352.947431
-1.498746
1,172
40,554,696,116,547,650
352.916812
-1.494801
1,172
40,554,829,260,522,160
352.759823
-1.590651
1,172
40,554,829,260,522,540
352.684607
-1.578264
1,172
40,554,829,260,526,390
352.748628
-1.590031
1,172
40,554,829,260,526,400
352.731776
-1.590154
1,172
40,554,829,260,526,600
352.760647
-1.581392
1,172
40,554,829,260,522,104
352.731727
-1.593539
1,172
40,554,829,260,522,260
352.767351
-1.587689
1,172
40,554,829,260,526,310
352.666244
-1.597593
1,172
40,554,829,260,526,440
352.731972
-1.588306
1,172
40,554,829,260,526,720
352.755577
-1.579259
1,172
40,554,829,260,522,220
352.759626
-1.588505
1,172
40,554,829,260,526,300
352.665715
-1.597616
1,172
40,554,829,260,526,340
352.702054
-1.594708
1,172
40,554,829,260,526,430
352.772822
-1.588586
1,172
40,554,829,260,526,590
352.773268
-1.581462
1,172
40,554,829,260,522,050
352.678551
-1.597982
1,172
40,554,829,260,522,160
352.742172
-1.590562
1,172
40,554,829,260,522,240
352.714349
-1.588009
1,172
40,554,829,260,526,440
352.723339
-1.589369
1,172
40,554,829,260,526,700
352.745062
-1.579734
1,172
40,554,829,260,522,210
352.792098
-1.588882
1,172
40,554,829,260,526,230
352.68358
-1.603571
1,172
40,554,829,260,526,310
352.684944
-1.596857
1,172
40,554,829,260,526,430
352.765068
-1.588424
1,172
40,554,829,260,526,590
352.737504
-1.580176
1,172
40,554,829,260,522,130
352.671574
-1.591944
1,172
40,554,829,260,522,520
352.748994
-1.578856
1,172
40,554,829,260,526,500
352.745903
-1.585796
1,172
40,554,829,260,526,740
352.778599
-1.579393
1,172
40,554,829,260,522,160
352.727988
-1.590487
1,172
40,554,829,260,526,216
352.671816
-1.604587
1,172
40,554,829,260,526,500
352.729098
-1.585886
1,172
40,554,829,260,526,504
352.784206
-1.585894
1,172
40,554,829,260,526,504
352.783848
-1.585496
1,172
40,554,829,260,522,210
352.676993
-1.589252
1,172
40,554,829,260,526,220
352.678863
-1.605271
1,172
40,554,829,260,526,424
352.776548
-1.588724
1,172
40,554,829,260,526,570
352.755724
-1.582729
1,172
40,554,829,260,526,580
352.756867
-1.5814
1,172
40,554,829,260,522,180
352.774253
-1.590227
1,172
40,554,829,260,526,216
352.672122
-1.604506
1,172
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