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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 6 new columns ({'Median Listing Price', 'New Pending', 'New Pending (Smoothed)', 'Median Listing Price (Smoothed)', 'New Listings (Smoothed)', 'New Listings'}) and 6 missing columns ({'Median Days on Pending (Smoothed)', 'Percent Listings Price Cut (Smoothed)', 'Percent Listings Price Cut', 'Median Days on Pending', 'Mean Listings Price Cut Amount (Smoothed)', 'Mean Listings Price Cut Amount'}).
This happened while the json dataset builder was generating data using
hf://datasets/bromleyp/zillow-viewer/for_sale_listings.jsonl (at revision 7065dd85d146ee60f6307a73767b65bac88fa169)
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 1870, in _prepare_split_single
writer.write_table(table)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 622, 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 2292, in table_cast
return cast_table_to_schema(table, schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2240, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
Region ID: string
Size Rank: int64
Region: string
Region Type: int64
State: string
Home Type: int64
Date: int64
Median Listing Price: double
Median Listing Price (Smoothed): double
New Listings: double
New Listings (Smoothed): double
New Pending (Smoothed): double
New Pending: double
to
{'Region ID': Value(dtype='string', id=None), 'Size Rank': Value(dtype='int64', id=None), 'Region': Value(dtype='string', id=None), 'Region Type': Value(dtype='int64', id=None), 'State': Value(dtype='string', id=None), 'Home Type': Value(dtype='int64', id=None), 'Date': Value(dtype='int64', id=None), 'Mean Listings Price Cut Amount (Smoothed)': Value(dtype='float64', id=None), 'Percent Listings Price Cut': Value(dtype='float64', id=None), 'Mean Listings Price Cut Amount': Value(dtype='float64', id=None), 'Percent Listings Price Cut (Smoothed)': Value(dtype='float64', id=None), 'Median Days on Pending (Smoothed)': Value(dtype='float64', id=None), 'Median Days on Pending': Value(dtype='float64', 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 1417, 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 1049, in convert_to_parquet
builder.download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 924, in download_and_prepare
self._download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1000, 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 1741, 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 1872, 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 6 new columns ({'Median Listing Price', 'New Pending', 'New Pending (Smoothed)', 'Median Listing Price (Smoothed)', 'New Listings (Smoothed)', 'New Listings'}) and 6 missing columns ({'Median Days on Pending (Smoothed)', 'Percent Listings Price Cut (Smoothed)', 'Percent Listings Price Cut', 'Median Days on Pending', 'Mean Listings Price Cut Amount (Smoothed)', 'Mean Listings Price Cut Amount'}).
This happened while the json dataset builder was generating data using
hf://datasets/bromleyp/zillow-viewer/for_sale_listings.jsonl (at revision 7065dd85d146ee60f6307a73767b65bac88fa169)
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.
Region ID
string | Size Rank
int64 | Region
string | Region Type
int64 | State
null | Home Type
int64 | Date
int64 | Mean Listings Price Cut Amount (Smoothed)
float64 | Percent Listings Price Cut
float64 | Mean Listings Price Cut Amount
float64 | Percent Listings Price Cut (Smoothed)
float64 | Median Days on Pending (Smoothed)
null | Median Days on Pending
null |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
102001
| 0
|
United States
| 3
| null | 2
| 1,515,196
| null | null | 13,508.368164
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102001
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United States
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102001
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United States
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102001
| 0
|
United States
| 3
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102001
| 0
|
United States
| 3
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| 1,517,616
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102001
| 0
|
United States
| 3
| null | 2
| 1,518,220
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| 14,190.365234
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| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,518,825
| 14,132.368164
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| 0.048255
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102001
| 0
|
United States
| 3
| null | 2
| 1,519,430
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| 0.048239
| 14,164.696289
| 0.048239
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,520,035
| 14,326.561523
| 0.049139
| 14,326.561523
| 0.049139
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,520,640
| 14,518.277344
| 0.046494
| 14,518.277344
| 0.046494
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,521,244
| 14,595.114258
| 0.05054
| 14,595.114258
| 0.05054
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,521,849
| 14,752.360352
| 0.051108
| 14,752.360352
| 0.051108
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,522,454
| 14,705.563477
| 0.050217
| 14,705.563477
| 0.050217
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,523,059
| 14,627.141602
| 0.055082
| 14,627.141602
| 0.055082
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,523,664
| 14,787.415039
| 0.052716
| 14,787.415039
| 0.052716
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,524,268
| 14,820.65918
| 0.054535
| 14,820.65918
| 0.054535
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,524,873
| 14,921.632813
| 0.057366
| 14,921.632813
| 0.057366
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,525,478
| 14,954.042969
| 0.059341
| 14,954.042969
| 0.059341
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,526,083
| 14,901.211914
| 0.061431
| 14,901.211914
| 0.061431
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,526,688
| 14,915.602539
| 0.063458
| 14,915.602539
| 0.063458
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,527,292
| 14,814.010742
| 0.063985
| 14,814.010742
| 0.063985
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,527,897
| 14,775.71875
| 0.063481
| 14,775.71875
| 0.063481
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,528,502
| 14,765.042969
| 0.065455
| 14,765.042969
| 0.065455
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,529,107
| 14,646.947266
| 0.066422
| 14,646.947266
| 0.066422
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,529,712
| 14,627.59082
| 0.068857
| 14,627.59082
| 0.068857
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,530,316
| 14,449.490234
| 0.070765
| 14,449.490234
| 0.070765
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,530,921
| 14,170.214844
| 0.067919
| 14,170.214844
| 0.067919
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,531,526
| 14,069.348633
| 0.069979
| 14,069.348633
| 0.069979
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,532,131
| 13,917.30957
| 0.070708
| 13,917.30957
| 0.070708
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,532,736
| 13,808.383789
| 0.071536
| 13,808.383789
| 0.071536
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,533,340
| 13,814.821289
| 0.075849
| 13,814.821289
| 0.075849
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,533,945
| 13,611.761719
| 0.07512
| 13,611.761719
| 0.07512
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,534,550
| 13,456.323242
| 0.074833
| 13,456.323242
| 0.074833
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,535,155
| 13,302.563477
| 0.074697
| 13,302.563477
| 0.074697
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,535,760
| 13,151.053711
| 0.073649
| 13,151.053711
| 0.073649
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,536,364
| 13,296.082031
| 0.072465
| 13,296.082031
| 0.072465
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,536,969
| 13,471.746094
| 0.072587
| 13,471.746094
| 0.072587
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,537,574
| 13,575.288086
| 0.072975
| 13,575.288086
| 0.072975
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,538,179
| 13,689.948242
| 0.073248
| 13,689.948242
| 0.073248
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,538,784
| 13,607.007813
| 0.075383
| 13,607.007813
| 0.075383
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,539,388
| 13,520.734375
| 0.075531
| 13,520.734375
| 0.075531
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,539,993
| 13,553.504883
| 0.075033
| 13,553.504883
| 0.075033
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,540,598
| 13,531.46582
| 0.074402
| 13,531.46582
| 0.074402
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,541,203
| 13,479.628906
| 0.072266
| 13,479.628906
| 0.072266
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,541,808
| 13,344.984375
| 0.070063
| 13,344.984375
| 0.070063
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,542,412
| 13,197.779297
| 0.067293
| 13,197.779297
| 0.067293
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,543,017
| 12,814.981445
| 0.058803
| 12,814.981445
| 0.058803
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,543,622
| 12,662.527344
| 0.056542
| 12,662.527344
| 0.056542
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,544,227
| 12,601.363281
| 0.053075
| 12,601.363281
| 0.053075
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,544,832
| 12,483.47168
| 0.048642
| 12,483.47168
| 0.048642
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,545,436
| 12,747.973633
| 0.047619
| 12,747.973633
| 0.047619
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,546,041
| 12,487.025391
| 0.038282
| 12,487.025391
| 0.038282
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,546,646
| 12,484.195313
| 0.038161
| 12,484.195313
| 0.038161
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,547,251
| 12,783.158203
| 0.042671
| 12,783.158203
| 0.042671
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,547,856
| 13,018.765625
| 0.048787
| 13,018.765625
| 0.048787
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,548,460
| 13,513.692383
| 0.056481
| 13,513.692383
| 0.056481
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,549,065
| 13,818.048828
| 0.057154
| 13,818.048828
| 0.057154
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,549,670
| 13,837.322266
| 0.055872
| 13,837.322266
| 0.055872
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,550,275
| 13,781.922852
| 0.055472
| 13,781.922852
| 0.055472
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,550,880
| 13,721.611328
| 0.055461
| 13,721.611328
| 0.055461
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,551,484
| 13,704.376953
| 0.056293
| 13,704.376953
| 0.056293
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,552,089
| 13,755.053711
| 0.056561
| 13,755.053711
| 0.056561
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,552,694
| 13,854.605469
| 0.057249
| 13,854.605469
| 0.057249
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,553,299
| 14,142.449219
| 0.058789
| 14,142.449219
| 0.058789
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,553,904
| 14,262.754883
| 0.059708
| 14,262.754883
| 0.059708
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,554,508
| 14,361.194336
| 0.062158
| 14,361.194336
| 0.062158
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,555,113
| 14,491.993164
| 0.063982
| 14,491.993164
| 0.063982
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,555,718
| 14,403.396484
| 0.063529
| 14,403.396484
| 0.063529
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,556,323
| 14,502.282227
| 0.065039
| 14,502.282227
| 0.065039
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,556,928
| 14,622.813477
| 0.066188
| 14,622.813477
| 0.066188
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,557,532
| 14,649.584961
| 0.066833
| 14,649.584961
| 0.066833
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,558,137
| 14,782.958008
| 0.070834
| 14,782.958008
| 0.070834
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,558,742
| 14,750.201172
| 0.07143
| 14,750.201172
| 0.07143
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,559,347
| 14,716.132813
| 0.070754
| 14,716.132813
| 0.070754
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,559,952
| 14,772.475586
| 0.073119
| 14,772.475586
| 0.073119
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,560,556
| 14,676.411133
| 0.07353
| 14,676.411133
| 0.07353
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,561,161
| 14,613.467773
| 0.075232
| 14,613.467773
| 0.075232
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,561,766
| 14,516.988281
| 0.077895
| 14,516.988281
| 0.077895
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,562,371
| 14,163.771484
| 0.073792
| 14,163.771484
| 0.073792
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,562,976
| 14,111.568359
| 0.07604
| 14,111.568359
| 0.07604
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,563,580
| 14,005.086914
| 0.076763
| 14,005.086914
| 0.076763
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,564,185
| 13,813.007813
| 0.076087
| 13,813.007813
| 0.076087
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,564,790
| 13,821.795898
| 0.080297
| 13,821.795898
| 0.080297
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,565,395
| 13,609.317383
| 0.079464
| 13,609.317383
| 0.079464
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,566,000
| 13,481.518555
| 0.079275
| 13,481.518555
| 0.079275
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,566,604
| 13,442.015625
| 0.079246
| 13,442.015625
| 0.079246
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,567,209
| 13,344.758789
| 0.077905
| 13,344.758789
| 0.077905
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,567,814
| 13,525.829102
| 0.076164
| 13,525.829102
| 0.076164
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,568,419
| 13,681.44043
| 0.076738
| 13,681.44043
| 0.076738
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,569,024
| 13,695.643555
| 0.076847
| 13,695.643555
| 0.076847
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,569,628
| 13,799.442383
| 0.077723
| 13,799.442383
| 0.077723
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,570,233
| 13,702.652344
| 0.078814
| 13,702.652344
| 0.078814
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,570,838
| 13,505.618164
| 0.077316
| 13,505.618164
| 0.077316
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,571,443
| 13,374.53125
| 0.076204
| 13,374.53125
| 0.076204
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,572,048
| 13,195.25293
| 0.074912
| 13,195.25293
| 0.074912
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,572,652
| 12,900.255859
| 0.072616
| 12,900.255859
| 0.072616
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,573,257
| 12,802.955078
| 0.071072
| 12,802.955078
| 0.071072
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,573,862
| 12,682.755859
| 0.068287
| 12,682.755859
| 0.068287
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,574,467
| 12,541.542969
| 0.0651
| 12,541.542969
| 0.0651
| null | null |
102001
| 0
|
United States
| 3
| null | 2
| 1,575,072
| 12,384.766602
| 0.056254
| 12,384.766602
| 0.056254
| null | null |
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