scalytics/LST-E
Updated
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2
Dataset Preview
The full dataset viewer is not available (click to read why). Only showing a preview of the rows.
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 5 new columns ({'__index_level_0__', '__index_level_3__', '36:57.902217+00', '__index_level_2__', '__index_level_1__'}) and 5 missing columns ({'device_id', 'value', 'device_name', 'timestamp', 'property'}).
This happened while the csv dataset builder was generating data using
hf://datasets/scalytics/smartmeterdata/smartmeter_xab.csv (at revision 5a056f6c57a018b232de870936f7f0385741b768)
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 2011, in _prepare_split_single
writer.write_table(table)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 585, 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 2302, in table_cast
return cast_table_to_schema(table, schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2256, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
36:57.902217+00: string
__index_level_0__: string
__index_level_1__: string
__index_level_2__: string
__index_level_3__: double
-- schema metadata --
pandas: '{"index_columns": ["__index_level_0__", "__index_level_1__", "__' + 883
to
{'device_id': Value(dtype='string', id=None), 'device_name': Value(dtype='string', id=None), 'property': Value(dtype='string', id=None), 'value': Value(dtype='float64', id=None), 'timestamp': Value(dtype='string', 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 1321, 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 935, in convert_to_parquet
builder.download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1027, in download_and_prepare
self._download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1122, 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 1882, 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 2013, 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 5 new columns ({'__index_level_0__', '__index_level_3__', '36:57.902217+00', '__index_level_2__', '__index_level_1__'}) and 5 missing columns ({'device_id', 'value', 'device_name', 'timestamp', 'property'}).
This happened while the csv dataset builder was generating data using
hf://datasets/scalytics/smartmeterdata/smartmeter_xab.csv (at revision 5a056f6c57a018b232de870936f7f0385741b768)
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.
device_id
string | device_name
string | property
string | value
float64 | timestamp
string |
|---|---|---|---|---|
0x7
|
hardcoded-test
|
voltage-p3
| 243.6146
|
2020-06-26 10:58:05.812186+00
|
0x7
|
hardcoded-test
|
current-p3
| -0.076694
|
2020-06-26 10:58:05.812186+00
|
0x7
|
hardcoded-test
|
current-total
| -0.233661
|
2020-06-26 10:58:05.812186+00
|
0x7
|
hardcoded-test
|
power-p1
| -0.271782
|
2020-06-26 10:58:05.812186+00
|
0x7
|
hardcoded-test
|
current-total
| -0.229458
|
2020-06-26 10:58:11.855156+00
|
0x7
|
hardcoded-test
|
power-p2
| 0.271782
|
2020-06-26 10:58:11.855156+00
|
0x7
|
hardcoded-test
|
power-total
| -1.106541
|
2020-06-26 10:58:11.855156+00
|
0x7
|
hardcoded-test
|
voltage-p2
| 244.3141
|
2020-06-26 10:58:11.855156+00
|
0x7
|
hardcoded-test
|
current-p3
| -0.079872
|
2020-06-26 10:58:11.855156+00
|
0x7
|
hardcoded-test
|
current-p1
| -0.07757
|
2020-06-26 10:58:11.855156+00
|
0x7
|
hardcoded-test
|
current-p2
| -0.072015
|
2020-06-26 10:58:11.855156+00
|
0x7
|
hardcoded-test
|
power-p1
| -0.232956
|
2020-06-26 10:58:11.855156+00
|
0x7
|
hardcoded-test
|
power-p3
| -1.145367
|
2020-06-26 10:58:11.855156+00
|
0x7
|
hardcoded-test
|
voltage-p1
| 236.9425
|
2020-06-26 10:58:11.855156+00
|
0x7
|
hardcoded-test
|
voltage-p3
| 243.7816
|
2020-06-26 10:58:11.855156+00
|
0x7
|
hardcoded-test
|
api.infinimesh.io
| 15.8
|
2020-06-26 10:58:11.855156+00
|
0x7
|
hardcoded-test
|
voltage-p3
| 243.7305
|
2020-06-26 10:58:17.902624+00
|
0x7
|
hardcoded-test
|
current-p2
| -0.074242
|
2020-06-26 10:58:17.902624+00
|
0x7
|
hardcoded-test
|
current-p3
| -0.075418
|
2020-06-26 10:58:17.902624+00
|
0x7
|
hardcoded-test
|
current-total
| -0.2212
|
2020-06-26 10:58:17.902624+00
|
0x7
|
hardcoded-test
|
power-p1
| -0.407673
|
2020-06-26 10:58:17.902624+00
|
0x7
|
hardcoded-test
|
power-p3
| -1.087128
|
2020-06-26 10:58:17.902624+00
|
0x7
|
hardcoded-test
|
current-p1
| -0.07154
|
2020-06-26 10:58:17.902624+00
|
0x7
|
hardcoded-test
|
power-p2
| -0.912411
|
2020-06-26 10:58:17.902624+00
|
0x7
|
hardcoded-test
|
power-total
| -0.174717
|
2020-06-26 10:58:17.902624+00
|
0x7
|
hardcoded-test
|
voltage-p1
| 236.8537
|
2020-06-26 10:58:17.902624+00
|
0x7
|
hardcoded-test
|
voltage-p2
| 244.3289
|
2020-06-26 10:58:17.902624+00
|
0x7
|
hardcoded-test
|
current-p1
| -0.076819
|
2020-06-26 10:58:22.948074+00
|
0x7
|
hardcoded-test
|
current-p3
| -0.071615
|
2020-06-26 10:58:22.948074+00
|
0x7
|
hardcoded-test
|
power-p2
| 0.232956
|
2020-06-26 10:58:22.948074+00
|
0x7
|
hardcoded-test
|
voltage-p1
| 236.4731
|
2020-06-26 10:58:22.948074+00
|
0x7
|
hardcoded-test
|
voltage-p2
| 244.1139
|
2020-06-26 10:58:22.948074+00
|
0x7
|
hardcoded-test
|
current-p2
| -0.076719
|
2020-06-26 10:58:22.948074+00
|
0x7
|
hardcoded-test
|
current-total
| -0.225154
|
2020-06-26 10:58:22.948074+00
|
0x7
|
hardcoded-test
|
power-p1
| -0.330021
|
2020-06-26 10:58:22.948074+00
|
0x7
|
hardcoded-test
|
power-p3
| -1.184193
|
2020-06-26 10:58:22.948074+00
|
0x7
|
hardcoded-test
|
power-total
| -1.281258
|
2020-06-26 10:58:22.948074+00
|
0x7
|
hardcoded-test
|
voltage-p3
| 243.5269
|
2020-06-26 10:58:22.948074+00
|
0x7
|
hardcoded-test
|
current-p2
| -0.074492
|
2020-06-26 10:58:28.74779+00
|
0x7
|
hardcoded-test
|
power-p2
| -0.465912
|
2020-06-26 10:58:28.74779+00
|
0x7
|
hardcoded-test
|
power-p3
| -0.679455
|
2020-06-26 10:58:28.74779+00
|
0x7
|
hardcoded-test
|
power-total
| -1.455975
|
2020-06-26 10:58:28.74779+00
|
0x7
|
hardcoded-test
|
voltage-p2
| 244.3064
|
2020-06-26 10:58:28.74779+00
|
0x7
|
hardcoded-test
|
current-p1
| -0.07782
|
2020-06-26 10:58:28.74779+00
|
0x7
|
hardcoded-test
|
current-p3
| -0.075593
|
2020-06-26 10:58:28.74779+00
|
0x7
|
hardcoded-test
|
current-total
| -0.227906
|
2020-06-26 10:58:28.74779+00
|
0x7
|
hardcoded-test
|
power-p1
| -0.310608
|
2020-06-26 10:58:28.74779+00
|
0x7
|
hardcoded-test
|
voltage-p1
| 236.6819
|
2020-06-26 10:58:28.74779+00
|
0x7
|
hardcoded-test
|
voltage-p3
| 243.5891
|
2020-06-26 10:58:28.74779+00
|
0x7
|
hardcoded-test
|
voltage-p2
| 244.5009
|
2020-06-26 10:58:33.781215+00
|
0x7
|
hardcoded-test
|
voltage-p3
| 243.5555
|
2020-06-26 10:58:33.781215+00
|
0x7
|
hardcoded-test
|
api.infinimesh.io
| 14.5
|
2020-06-26 10:58:33.781215+00
|
0x7
|
hardcoded-test
|
current-p2
| -0.073767
|
2020-06-26 10:58:33.781215+00
|
0x7
|
hardcoded-test
|
current-total
| -0.222276
|
2020-06-26 10:58:33.781215+00
|
0x7
|
hardcoded-test
|
power-p1
| -0.330021
|
2020-06-26 10:58:33.781215+00
|
0x7
|
hardcoded-test
|
power-p2
| -0.252369
|
2020-06-26 10:58:33.781215+00
|
0x7
|
hardcoded-test
|
voltage-p1
| 236.7904
|
2020-06-26 10:58:33.781215+00
|
0x7
|
hardcoded-test
|
current-p1
| -0.072916
|
2020-06-26 10:58:33.781215+00
|
0x7
|
hardcoded-test
|
power-p3
| -1.650105
|
2020-06-26 10:58:33.781215+00
|
0x7
|
hardcoded-test
|
power-total
| -2.232495
|
2020-06-26 10:58:33.781215+00
|
0x7
|
hardcoded-test
|
power-p3
| 0.058239
|
2020-06-26 10:58:39.810897+00
|
0x7
|
hardcoded-test
|
power-total
| 1.533627
|
2020-06-26 10:58:39.810897+00
|
0x7
|
hardcoded-test
|
voltage-p1
| 236.8908
|
2020-06-26 10:58:39.810897+00
|
0x7
|
hardcoded-test
|
voltage-p2
| 244.6071
|
2020-06-26 10:58:39.810897+00
|
0x7
|
hardcoded-test
|
current-p2
| -0.075318
|
2020-06-26 10:58:39.810897+00
|
0x7
|
hardcoded-test
|
current-total
| -0.222351
|
2020-06-26 10:58:39.810897+00
|
0x7
|
hardcoded-test
|
power-p2
| 0.815346
|
2020-06-26 10:58:39.810897+00
|
0x7
|
hardcoded-test
|
voltage-p3
| 243.9988
|
2020-06-26 10:58:39.810897+00
|
0x7
|
hardcoded-test
|
current-p1
| -0.074417
|
2020-06-26 10:58:39.810897+00
|
0x7
|
hardcoded-test
|
current-p3
| -0.072616
|
2020-06-26 10:58:39.810897+00
|
0x7
|
hardcoded-test
|
power-p1
| 0.660042
|
2020-06-26 10:58:39.810897+00
|
0x7
|
hardcoded-test
|
current-p1
| -0.076644
|
2020-06-26 10:58:45.873763+00
|
0x7
|
hardcoded-test
|
current-p3
| -0.078846
|
2020-06-26 10:58:45.873763+00
|
0x7
|
hardcoded-test
|
power-p3
| -2.077191
|
2020-06-26 10:58:45.873763+00
|
0x7
|
hardcoded-test
|
power-total
| -0.349434
|
2020-06-26 10:58:45.873763+00
|
0x7
|
hardcoded-test
|
voltage-p2
| 244.1609
|
2020-06-26 10:58:45.873763+00
|
0x7
|
hardcoded-test
|
voltage-p3
| 243.5977
|
2020-06-26 10:58:45.873763+00
|
0x7
|
hardcoded-test
|
current-p2
| -0.076094
|
2020-06-26 10:58:45.873763+00
|
0x7
|
hardcoded-test
|
current-total
| -0.231584
|
2020-06-26 10:58:45.873763+00
|
0x7
|
hardcoded-test
|
power-p1
| 1.028889
|
2020-06-26 10:58:45.873763+00
|
0x7
|
hardcoded-test
|
power-p2
| 0.698868
|
2020-06-26 10:58:45.873763+00
|
0x7
|
hardcoded-test
|
voltage-p1
| 236.5371
|
2020-06-26 10:58:45.873763+00
|
0x7
|
hardcoded-test
|
current-p3
| -0.075994
|
2020-06-26 10:58:51.908917+00
|
0x7
|
hardcoded-test
|
power-p2
| -1.203606
|
2020-06-26 10:58:51.908917+00
|
0x7
|
hardcoded-test
|
power-p3
| -1.417149
|
2020-06-26 10:58:51.908917+00
|
0x7
|
hardcoded-test
|
voltage-p2
| 244.5804
|
2020-06-26 10:58:51.908917+00
|
0x7
|
hardcoded-test
|
api.infinimesh.io
| 15.4
|
2020-06-26 10:58:51.908917+00
|
0x7
|
hardcoded-test
|
current-p2
| -0.078521
|
2020-06-26 10:58:51.908917+00
|
0x7
|
hardcoded-test
|
power-p1
| 0.427086
|
2020-06-26 10:58:51.908917+00
|
0x7
|
hardcoded-test
|
power-total
| 1.494801
|
2020-06-26 10:58:51.908917+00
|
0x7
|
hardcoded-test
|
voltage-p1
| 236.9541
|
2020-06-26 10:58:51.908917+00
|
0x7
|
hardcoded-test
|
voltage-p3
| 243.7271
|
2020-06-26 10:58:51.908917+00
|
0x7
|
hardcoded-test
|
current-p1
| -0.073892
|
2020-06-26 10:58:51.908917+00
|
0x7
|
hardcoded-test
|
current-total
| -0.228407
|
2020-06-26 10:58:51.908917+00
|
0x7
|
hardcoded-test
|
power-total
| -1.863648
|
2020-06-26 10:58:56.954008+00
|
0x7
|
hardcoded-test
|
voltage-p1
| 236.6923
|
2020-06-26 10:58:56.954008+00
|
0x7
|
hardcoded-test
|
current-p1
| -0.074567
|
2020-06-26 10:58:56.954008+00
|
0x7
|
hardcoded-test
|
current-p2
| -0.076019
|
2020-06-26 10:58:56.954008+00
|
0x7
|
hardcoded-test
|
current-p3
| -0.078496
|
2020-06-26 10:58:56.954008+00
|
0x7
|
hardcoded-test
|
current-total
| -0.229082
|
2020-06-26 10:58:56.954008+00
|
End of preview.
Real-world smartmeter dataset, 220V, 50Hz (EU)
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Models trained or fine-tuned on scalytics/smartmeterdata