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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 2 new columns ({'faa_mode', 'status_indicator'}) and 9 missing columns ({'age_dgps_data', 'geoid_separation_units', 'altitude', 'geoid_separation', 'reference_station_id', 'quality', 'hdop', 'altitude_units', 'number_of_satellites'}).

This happened while the csv dataset builder was generating data using

hf://datasets/neuralzome/GNSS_RTK_NMEA0183/path_1/GLL.csv (at revision db959e6b0a66212c469fb801e94158f75900f6b7)

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
              timestamp: double
              talker: string
              latitude: double
              latitude_direction: string
              longitude: double
              longitude_direction: string
              utc_timestamp: double
              status_indicator: string
              faa_mode: string
              checksum: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1494
              to
              {'timestamp': Value(dtype='float64', id=None), 'talker': Value(dtype='string', id=None), 'utc_timestamp': Value(dtype='float64', id=None), 'latitude': Value(dtype='float64', id=None), 'latitude_direction': Value(dtype='string', id=None), 'longitude': Value(dtype='float64', id=None), 'longitude_direction': Value(dtype='string', id=None), 'quality': Value(dtype='int64', id=None), 'number_of_satellites': Value(dtype='int64', id=None), 'hdop': Value(dtype='float64', id=None), 'altitude': Value(dtype='float64', id=None), 'altitude_units': Value(dtype='string', id=None), 'geoid_separation': Value(dtype='float64', id=None), 'geoid_separation_units': Value(dtype='string', id=None), 'age_dgps_data': Value(dtype='int64', id=None), 'reference_station_id': Value(dtype='int64', id=None), 'checksum': 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 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 2 new columns ({'faa_mode', 'status_indicator'}) and 9 missing columns ({'age_dgps_data', 'geoid_separation_units', 'altitude', 'geoid_separation', 'reference_station_id', 'quality', 'hdop', 'altitude_units', 'number_of_satellites'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/neuralzome/GNSS_RTK_NMEA0183/path_1/GLL.csv (at revision db959e6b0a66212c469fb801e94158f75900f6b7)
              
              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)

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timestamp
float64
talker
string
utc_timestamp
float64
latitude
float64
latitude_direction
string
longitude
float64
longitude_direction
string
quality
int64
number_of_satellites
int64
hdop
float64
altitude
float64
altitude_units
string
geoid_separation
float64
geoid_separation_units
string
age_dgps_data
int64
reference_station_id
int64
checksum
string
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GN
95,414
1,254.67865
N
7,738.72021
E
4
12
0.52
900.1
M
-86.5
M
0
0
49
1,712,915,655.146576
GN
95,415
1,254.67891
N
7,738.71965
E
4
12
0.52
900.1
M
-86.5
M
0
0
48
1,712,915,656.153776
GN
95,416
1,254.67886
N
7,738.71906
E
4
12
0.52
900.1
M
-86.5
M
0
0
4A
1,712,915,657.161237
GN
95,417
1,254.67858
N
7,738.7186
E
4
12
0.52
900.1
M
-86.5
M
0
0
4A
1,712,915,658.167472
GN
95,418
1,254.67822
N
7,738.71833
E
4
12
0.52
900.1
M
-86.5
M
0
0
4F
1,712,915,659.156033
GN
95,419
1,254.67777
N
7,738.71796
E
4
12
0.52
900.1
M
-86.5
M
0
0
43
1,712,915,660.160985
GN
95,420
1,254.67728
N
7,738.71784
E
4
12
0.57
900.1
M
-86.5
M
0
0
46
1,712,915,661.15677
GN
95,421
1,254.67678
N
7,738.71781
E
4
12
0.54
900.1
M
-86.5
M
0
0
44
1,712,915,662.167668
GN
95,422
1,254.67629
N
7,738.71794
E
4
12
0.54
900.1
M
-86.5
M
0
0
45
1,712,915,663.148979
GN
95,423
1,254.6759
N
7,738.71815
E
4
12
0.54
900.1
M
-86.5
M
0
0
40
1,712,915,664.162216
GN
95,424
1,254.67551
N
7,738.71838
E
4
12
0.54
900.1
M
-86.5
M
0
0
44
1,712,915,665.148619
GN
95,425
1,254.67507
N
7,738.71858
E
4
12
0.54
900.1
M
-86.5
M
0
0
42
1,712,915,666.157341
GN
95,426
1,254.6747
N
7,738.71884
E
4
12
0.54
900.1
M
-86.5
M
0
0
42
1,712,915,667.154985
GN
95,427
1,254.67435
N
7,738.71915
E
4
12
0.54
900.1
M
-86.5
M
0
0
4A
1,712,915,668.160081
GN
95,428
1,254.67402
N
7,738.7195
E
4
12
0.54
900.1
M
-86.5
M
0
0
42
1,712,915,669.154058
GN
95,429
1,254.67378
N
7,738.71985
E
4
12
0.54
900.1
M
-86.5
M
0
0
42
1,712,915,670.158057
GN
95,430
1,254.67356
N
7,738.7202
E
4
12
0.54
900.1
M
-86.5
M
0
0
42
1,712,915,671.147218
GN
95,431
1,254.67328
N
7,738.72052
E
4
12
0.54
900.1
M
-86.5
M
0
0
4D
1,712,915,672.163068
GN
95,432
1,254.67298
N
7,738.72072
E
4
12
0.52
900.1
M
-86.5
M
0
0
43
1,712,915,673.151455
GN
95,433
1,254.67259
N
7,738.72074
E
4
12
0.52
900.1
M
-86.5
M
0
0
48
1,712,915,674.16129
GN
95,434
1,254.6722
N
7,738.72074
E
4
12
0.52
900.1
M
-86.5
M
0
0
43
End of preview.
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Contains samples on GNSS RTK data stored in NMEA 0183 format

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