Datasets:
xpertsystems
/
oil017-sample

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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 7 new columns ({'injectivity_decline_factor', 'channeling_index', 'treatment_type', 'conf_id', 'treatment_effectiveness', 'event_day', 'thief_zone_flag'}) and 7 missing columns ({'connectivity_score', 'breakthrough_time_days', 'post_breakthrough_water_cut_pct', 'event_id', 'water_breakthrough_severity', 'pre_breakthrough_water_cut_pct', 'channeling_suspected_flag'}).

This happened while the csv dataset builder was generating data using

hf://datasets/xpertsystems/oil017-sample/conformance_events.csv (at revision 755d8a2ac9da710500f6e654ebb3c35fdc48e0f7), [/tmp/hf-datasets-cache/medium/datasets/95362931768259-config-parquet-and-info-xpertsystems-oil017-sampl-94028ea4/hub/datasets--xpertsystems--oil017-sample/snapshots/755d8a2ac9da710500f6e654ebb3c35fdc48e0f7/breakthrough_events.csv (origin=hf://datasets/xpertsystems/oil017-sample@755d8a2ac9da710500f6e654ebb3c35fdc48e0f7/breakthrough_events.csv), /tmp/hf-datasets-cache/medium/datasets/95362931768259-config-parquet-and-info-xpertsystems-oil017-sampl-94028ea4/hub/datasets--xpertsystems--oil017-sample/snapshots/755d8a2ac9da710500f6e654ebb3c35fdc48e0f7/conformance_events.csv (origin=hf://datasets/xpertsystems/oil017-sample@755d8a2ac9da710500f6e654ebb3c35fdc48e0f7/conformance_events.csv), /tmp/hf-datasets-cache/medium/datasets/95362931768259-config-parquet-and-info-xpertsystems-oil017-sampl-94028ea4/hub/datasets--xpertsystems--oil017-sample/snapshots/755d8a2ac9da710500f6e654ebb3c35fdc48e0f7/connectivity_matrix.csv (origin=hf://datasets/xpertsystems/oil017-sample@755d8a2ac9da710500f6e654ebb3c35fdc48e0f7/connectivity_matrix.csv), /tmp/hf-datasets-cache/medium/datasets/95362931768259-config-parquet-and-info-xpertsystems-oil017-sampl-94028ea4/hub/datasets--xpertsystems--oil017-sample/snapshots/755d8a2ac9da710500f6e654ebb3c35fdc48e0f7/injection_profiles.csv (origin=hf://datasets/xpertsystems/oil017-sample@755d8a2ac9da710500f6e654ebb3c35fdc48e0f7/injection_profiles.csv), /tmp/hf-datasets-cache/medium/datasets/95362931768259-config-parquet-and-info-xpertsystems-oil017-sampl-94028ea4/hub/datasets--xpertsystems--oil017-sample/snapshots/755d8a2ac9da710500f6e654ebb3c35fdc48e0f7/injection_wells.csv (origin=hf://datasets/xpertsystems/oil017-sample@755d8a2ac9da710500f6e654ebb3c35fdc48e0f7/injection_wells.csv), /tmp/hf-datasets-cache/medium/datasets/95362931768259-config-parquet-and-info-xpertsystems-oil017-sampl-94028ea4/hub/datasets--xpertsystems--oil017-sample/snapshots/755d8a2ac9da710500f6e654ebb3c35fdc48e0f7/producer_response.csv (origin=hf://datasets/xpertsystems/oil017-sample@755d8a2ac9da710500f6e654ebb3c35fdc48e0f7/producer_response.csv), /tmp/hf-datasets-cache/medium/datasets/95362931768259-config-parquet-and-info-xpertsystems-oil017-sampl-94028ea4/hub/datasets--xpertsystems--oil017-sample/snapshots/755d8a2ac9da710500f6e654ebb3c35fdc48e0f7/production_forecasts.csv (origin=hf://datasets/xpertsystems/oil017-sample@755d8a2ac9da710500f6e654ebb3c35fdc48e0f7/production_forecasts.csv), /tmp/hf-datasets-cache/medium/datasets/95362931768259-config-parquet-and-info-xpertsystems-oil017-sampl-94028ea4/hub/datasets--xpertsystems--oil017-sample/snapshots/755d8a2ac9da710500f6e654ebb3c35fdc48e0f7/reservoir_labels.csv (origin=hf://datasets/xpertsystems/oil017-sample@755d8a2ac9da710500f6e654ebb3c35fdc48e0f7/reservoir_labels.csv), /tmp/hf-datasets-cache/medium/datasets/95362931768259-config-parquet-and-info-xpertsystems-oil017-sampl-94028ea4/hub/datasets--xpertsystems--oil017-sample/snapshots/755d8a2ac9da710500f6e654ebb3c35fdc48e0f7/reservoir_pressure.csv (origin=hf://datasets/xpertsystems/oil017-sample@755d8a2ac9da710500f6e654ebb3c35fdc48e0f7/reservoir_pressure.csv), /tmp/hf-datasets-cache/medium/datasets/95362931768259-config-parquet-and-info-xpertsystems-oil017-sampl-94028ea4/hub/datasets--xpertsystems--oil017-sample/snapshots/755d8a2ac9da710500f6e654ebb3c35fdc48e0f7/sweep_efficiency.csv (origin=hf://datasets/xpertsystems/oil017-sample@755d8a2ac9da710500f6e654ebb3c35fdc48e0f7/sweep_efficiency.csv), /tmp/hf-datasets-cache/medium/datasets/95362931768259-config-parquet-and-info-xpertsystems-oil017-sampl-94028ea4/hub/datasets--xpertsystems--oil017-sample/snapshots/755d8a2ac9da710500f6e654ebb3c35fdc48e0f7/water_quality.csv (origin=hf://datasets/xpertsystems/oil017-sample@755d8a2ac9da710500f6e654ebb3c35fdc48e0f7/water_quality.csv)]

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 "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1800, in _prepare_split_single
                  writer.write_table(table)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 765, in write_table
                  self._write_table(pa_table, writer_batch_size=writer_batch_size)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 773, in _write_table
                  pa_table = table_cast(pa_table, self._schema)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2321, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2249, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              conf_id: string
              injector_id: string
              producer_id: string
              event_day: int64
              thief_zone_flag: int64
              channeling_index: double
              treatment_type: string
              treatment_effectiveness: double
              injectivity_decline_factor: double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1421
              to
              {'event_id': Value('string'), 'producer_id': Value('string'), 'injector_id': Value('string'), 'breakthrough_time_days': Value('int64'), 'water_breakthrough_severity': Value('float64'), 'pre_breakthrough_water_cut_pct': Value('float64'), 'post_breakthrough_water_cut_pct': Value('float64'), 'channeling_suspected_flag': Value('int64'), 'connectivity_score': Value('float64')}
              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 1347, 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 980, in convert_to_parquet
                  builder.download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 882, in download_and_prepare
                  self._download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 943, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1646, 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 1802, 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 7 new columns ({'injectivity_decline_factor', 'channeling_index', 'treatment_type', 'conf_id', 'treatment_effectiveness', 'event_day', 'thief_zone_flag'}) and 7 missing columns ({'connectivity_score', 'breakthrough_time_days', 'post_breakthrough_water_cut_pct', 'event_id', 'water_breakthrough_severity', 'pre_breakthrough_water_cut_pct', 'channeling_suspected_flag'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/xpertsystems/oil017-sample/conformance_events.csv (at revision 755d8a2ac9da710500f6e654ebb3c35fdc48e0f7), [/tmp/hf-datasets-cache/medium/datasets/95362931768259-config-parquet-and-info-xpertsystems-oil017-sampl-94028ea4/hub/datasets--xpertsystems--oil017-sample/snapshots/755d8a2ac9da710500f6e654ebb3c35fdc48e0f7/breakthrough_events.csv (origin=hf://datasets/xpertsystems/oil017-sample@755d8a2ac9da710500f6e654ebb3c35fdc48e0f7/breakthrough_events.csv), /tmp/hf-datasets-cache/medium/datasets/95362931768259-config-parquet-and-info-xpertsystems-oil017-sampl-94028ea4/hub/datasets--xpertsystems--oil017-sample/snapshots/755d8a2ac9da710500f6e654ebb3c35fdc48e0f7/conformance_events.csv (origin=hf://datasets/xpertsystems/oil017-sample@755d8a2ac9da710500f6e654ebb3c35fdc48e0f7/conformance_events.csv), /tmp/hf-datasets-cache/medium/datasets/95362931768259-config-parquet-and-info-xpertsystems-oil017-sampl-94028ea4/hub/datasets--xpertsystems--oil017-sample/snapshots/755d8a2ac9da710500f6e654ebb3c35fdc48e0f7/connectivity_matrix.csv (origin=hf://datasets/xpertsystems/oil017-sample@755d8a2ac9da710500f6e654ebb3c35fdc48e0f7/connectivity_matrix.csv), /tmp/hf-datasets-cache/medium/datasets/95362931768259-config-parquet-and-info-xpertsystems-oil017-sampl-94028ea4/hub/datasets--xpertsystems--oil017-sample/snapshots/755d8a2ac9da710500f6e654ebb3c35fdc48e0f7/injection_profiles.csv (origin=hf://datasets/xpertsystems/oil017-sample@755d8a2ac9da710500f6e654ebb3c35fdc48e0f7/injection_profiles.csv), /tmp/hf-datasets-cache/medium/datasets/95362931768259-config-parquet-and-info-xpertsystems-oil017-sampl-94028ea4/hub/datasets--xpertsystems--oil017-sample/snapshots/755d8a2ac9da710500f6e654ebb3c35fdc48e0f7/injection_wells.csv (origin=hf://datasets/xpertsystems/oil017-sample@755d8a2ac9da710500f6e654ebb3c35fdc48e0f7/injection_wells.csv), /tmp/hf-datasets-cache/medium/datasets/95362931768259-config-parquet-and-info-xpertsystems-oil017-sampl-94028ea4/hub/datasets--xpertsystems--oil017-sample/snapshots/755d8a2ac9da710500f6e654ebb3c35fdc48e0f7/producer_response.csv (origin=hf://datasets/xpertsystems/oil017-sample@755d8a2ac9da710500f6e654ebb3c35fdc48e0f7/producer_response.csv), /tmp/hf-datasets-cache/medium/datasets/95362931768259-config-parquet-and-info-xpertsystems-oil017-sampl-94028ea4/hub/datasets--xpertsystems--oil017-sample/snapshots/755d8a2ac9da710500f6e654ebb3c35fdc48e0f7/production_forecasts.csv (origin=hf://datasets/xpertsystems/oil017-sample@755d8a2ac9da710500f6e654ebb3c35fdc48e0f7/production_forecasts.csv), /tmp/hf-datasets-cache/medium/datasets/95362931768259-config-parquet-and-info-xpertsystems-oil017-sampl-94028ea4/hub/datasets--xpertsystems--oil017-sample/snapshots/755d8a2ac9da710500f6e654ebb3c35fdc48e0f7/reservoir_labels.csv (origin=hf://datasets/xpertsystems/oil017-sample@755d8a2ac9da710500f6e654ebb3c35fdc48e0f7/reservoir_labels.csv), /tmp/hf-datasets-cache/medium/datasets/95362931768259-config-parquet-and-info-xpertsystems-oil017-sampl-94028ea4/hub/datasets--xpertsystems--oil017-sample/snapshots/755d8a2ac9da710500f6e654ebb3c35fdc48e0f7/reservoir_pressure.csv (origin=hf://datasets/xpertsystems/oil017-sample@755d8a2ac9da710500f6e654ebb3c35fdc48e0f7/reservoir_pressure.csv), /tmp/hf-datasets-cache/medium/datasets/95362931768259-config-parquet-and-info-xpertsystems-oil017-sampl-94028ea4/hub/datasets--xpertsystems--oil017-sample/snapshots/755d8a2ac9da710500f6e654ebb3c35fdc48e0f7/sweep_efficiency.csv (origin=hf://datasets/xpertsystems/oil017-sample@755d8a2ac9da710500f6e654ebb3c35fdc48e0f7/sweep_efficiency.csv), /tmp/hf-datasets-cache/medium/datasets/95362931768259-config-parquet-and-info-xpertsystems-oil017-sampl-94028ea4/hub/datasets--xpertsystems--oil017-sample/snapshots/755d8a2ac9da710500f6e654ebb3c35fdc48e0f7/water_quality.csv (origin=hf://datasets/xpertsystems/oil017-sample@755d8a2ac9da710500f6e654ebb3c35fdc48e0f7/water_quality.csv)]
              
              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)

Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.

event_id
string
producer_id
string
injector_id
string
breakthrough_time_days
int64
water_breakthrough_severity
float64
pre_breakthrough_water_cut_pct
float64
post_breakthrough_water_cut_pct
float64
channeling_suspected_flag
int64
connectivity_score
float64
BTE-000000001
PROD-0000001
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20.71
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0.4057
BTE-000000002
PROD-0000002
INJ-000001
457
0.8401
14.2
91.61
1
0.7136
BTE-000000003
PROD-0000003
INJ-000001
908
0.4959
19.7
63.55
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0.3284
BTE-000000004
PROD-0000004
INJ-000002
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15.81
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PROD-0000005
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1,171
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BTE-000000009
PROD-0000009
INJ-000002
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BTE-000000010
PROD-0000010
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0.1352
BTE-000000016
PROD-0000016
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BTE-000000017
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1
0.7902
BTE-000000023
PROD-0000023
INJ-000006
1,550
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0.2988
BTE-000000024
PROD-0000024
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BTE-000000064
PROD-0000064
INJ-000014
440
0.8725
6.58
75.63
1
0.819
BTE-000000065
PROD-0000065
INJ-000014
1,097
0.4672
14.42
68.2
0
0.2235
BTE-000000066
PROD-0000066
INJ-000014
836
0.7011
17.12
74.67
0
0.5405
BTE-000000067
PROD-0000067
INJ-000014
970
0.2875
13.89
47.1
0
0.2019
BTE-000000068
PROD-0000068
INJ-000014
945
0.7314
23.93
82.4
1
0.436
BTE-000000069
PROD-0000069
INJ-000014
1,223
0.5809
10.57
59.6
0
0.2652
BTE-000000070
PROD-0000070
INJ-000015
406
0.7688
14.67
79.62
1
0.6434
BTE-000000071
PROD-0000071
INJ-000015
869
0.7087
13.77
74.81
0
0.5303
BTE-000000072
PROD-0000072
INJ-000015
1,226
0.4058
13.11
53.81
0
0.1821
BTE-000000073
PROD-0000073
INJ-000016
511
0.8479
19.22
79.44
1
0.8058
BTE-000000074
PROD-0000074
INJ-000016
615
0.6383
6.52
68.1
0
0.5275
BTE-000000075
PROD-0000075
INJ-000016
1,157
0.3421
11.81
66.31
0
0.0484
BTE-000000076
PROD-0000076
INJ-000017
437
0.8634
18.14
85.65
1
0.8711
BTE-000000077
PROD-0000077
INJ-000017
1,028
0.2585
21.26
56.99
0
0.0592
BTE-000000078
PROD-0000078
INJ-000017
1,333
0.2646
7.66
55.26
0
0.1475
BTE-000000079
PROD-0000079
INJ-000017
741
0.7405
16.74
71.88
1
0.6544
BTE-000000080
PROD-0000080
INJ-000017
1,429
0.4583
14.75
58.09
0
0.2187
BTE-000000081
PROD-0000081
INJ-000017
1,299
0.5307
10.17
66.45
0
0.2889
BTE-000000082
PROD-0000082
INJ-000018
648
0.7244
14.53
69.82
1
0.642
BTE-000000083
PROD-0000083
INJ-000018
641
0.7202
8.07
76.44
1
0.5068
BTE-000000084
PROD-0000084
INJ-000018
1,208
0.4661
16.86
62.27
0
0.2848
BTE-000000085
PROD-0000085
INJ-000018
600
0.7036
16.33
71.98
0
0.7059
BTE-000000086
PROD-0000086
INJ-000019
1,425
0.3829
9.56
59.86
0
0.2011
BTE-000000087
PROD-0000087
INJ-000019
1,125
0.5664
23.6
57.42
0
0.4198
BTE-000000088
PROD-0000088
INJ-000019
610
0.6895
19.27
72.13
0
0.5464
BTE-000000089
PROD-0000089
INJ-000020
1,360
0.732
19.94
73.98
1
0.3663
BTE-000000090
PROD-0000090
INJ-000020
1,012
0.6687
10.82
69.56
0
0.512
BTE-000000091
PROD-0000091
INJ-000020
678
0.7385
24.06
78.21
1
0.4906
BTE-000000092
PROD-0000092
INJ-000021
910
0.5165
13.41
66.75
0
0.3831
BTE-000000093
PROD-0000093
INJ-000021
1,036
0.3774
13.21
59.07
0
0.2507
BTE-000000094
PROD-0000094
INJ-000021
646
0.7496
22.04
81.97
1
0.6675
BTE-000000095
PROD-0000095
INJ-000021
1,427
0.449
7.11
67.26
0
0.1518
BTE-000000096
PROD-0000096
INJ-000021
357
0.6871
22.82
81.24
0
0.605
BTE-000000097
PROD-0000097
INJ-000022
930
0.3593
17.06
51.46
0
0.2912
BTE-000000098
PROD-0000098
INJ-000022
424
0.8766
13.48
93.19
1
0.9699
BTE-000000099
PROD-0000099
INJ-000022
867
0.4399
21.25
59.03
0
0.5396
BTE-000000100
PROD-0000100
INJ-000022
545
0.5524
15.54
70.52
0
0.4577
End of preview.