Datasets:
StevenDillmann
/
cloudspotting_mars_optimization

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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 ({'ms', 'ws', 'eps', 'delta', 'pareto', 'f1', 'num_centroids'}) and 54 missing columns ({'seen_before', 'user_ip', 'Filename', 'file_log', 'subject_ids', 'subject_selection_state', 'L2_file', 'session', 'workflow_version', 'points', 'workflow_id', 'live_project', 'tool', 'Ls', 'created_at', 'utc_offset', 'L1B_file', 'workflow_name', 'file_rad', 'workflow_translation_id', 'angle', 'expert', 'data_start_time', 'retired', 'file_stretch_0_85', 'started_at', 'user_group_ids', 'classification_id', 'base', 'package', 'x', 'user_name', 'rx', 'channel', 'data_end_time', 'closed', 'source', 'user_id', 'user_language', 'frame_file', 'viewport', 'MY', 'user_agent', 'gold_standard', 'subject_dimensions', 'finished_at', 'tool_label', 'ry', 'Set', 'details', 'frame', 'y', 'file_stretch_0_75', 'interventions'}).

This happened while the csv dataset builder was generating data using

hf://datasets/StevenDillmann/cloudspotting_mars_optimization/pareto_MY29_training.csv (at revision 8d7a9bbf2765b770b3da0d361505b2c933b039e0)

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 1871, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 623, 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 2293, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2241, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              ms: int64
              eps: int64
              ws: double
              f1: double
              delta: double
              num_centroids: int64
              pareto: bool
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1018
              to
              {'base': Value(dtype='int64', id=None), 'channel': Value(dtype='string', id=None), 'classification_id': Value(dtype='int64', id=None), 'user_name': Value(dtype='string', id=None), 'user_id': Value(dtype='float64', id=None), 'user_ip': Value(dtype='string', id=None), 'workflow_id': Value(dtype='int64', id=None), 'workflow_name': Value(dtype='string', id=None), 'workflow_version': Value(dtype='float64', id=None), 'created_at': Value(dtype='string', id=None), 'gold_standard': Value(dtype='float64', id=None), 'expert': Value(dtype='float64', id=None), 'subject_ids': Value(dtype='int64', id=None), 'x': Value(dtype='float64', id=None), 'y': Value(dtype='float64', id=None), 'tool': Value(dtype='int64', id=None), 'frame': Value(dtype='int64', id=None), 'details': Value(dtype='string', id=None), 'tool_label': Value(dtype='string', id=None), 'rx': Value(dtype='float64', id=None), 'ry': Value(dtype='float64', id=None), 'angle': Value(dtype='float64', id=None), 'closed': Value(dtype='float64', id=None), 'points': Value(dtype='float64', id=None), 'retired': Value(dtype='string', id=None), 'Filename': Value(dtype='float64', id=None), 'file_log': Value(dtype='string', id=None), 'file_rad': Value(dtype='string', id=None), 'Ls': Value(dtype='float64', id=None), 'MY': Value(dtype='float64', id=None), 'L2_file': Value(dtype='string', id=None), 'L1B_file': Value(dtype='string', id=None), 'data_end_time': Value(dtype='string', id=None), 'data_start_time': Value(dtype='string', id=None), 'Set': Value(dtype='string', id=None), 'package': Value(dtype='int64', id=None), 'file_stretch_0_75': Value(dtype='string', id=None), 'file_stretch_0_85': Value(dtype='string', id=None), 'source': Value(dtype='string', id=None), 'session': Value(dtype='string', id=None), 'viewport': Value(dtype='string', id=None), 'started_at': Value(dtype='string', id=None), 'user_agent': Value(dtype='string', id=None), 'utc_offset': Value(dtype='int64', id=None), 'finished_at': Value(dtype='string', id=None), 'live_project': Value(dtype='bool', id=None), 'interventions': Value(dtype='string', id=None), 'user_language': Value(dtype='string', id=None), 'user_group_ids': Value(dtype='string', id=None), 'subject_dimensions': Value(dtype='string', id=None), 'subject_selection_state': Value(dtype='string', id=None), 'workflow_translation_id': Value(dtype='float64', id=None), 'seen_before': Value(dtype='bool', id=None), 'frame_file': 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 1438, 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 1050, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 925, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1001, 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 1742, 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 1873, 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 ({'ms', 'ws', 'eps', 'delta', 'pareto', 'f1', 'num_centroids'}) and 54 missing columns ({'seen_before', 'user_ip', 'Filename', 'file_log', 'subject_ids', 'subject_selection_state', 'L2_file', 'session', 'workflow_version', 'points', 'workflow_id', 'live_project', 'tool', 'Ls', 'created_at', 'utc_offset', 'L1B_file', 'workflow_name', 'file_rad', 'workflow_translation_id', 'angle', 'expert', 'data_start_time', 'retired', 'file_stretch_0_85', 'started_at', 'user_group_ids', 'classification_id', 'base', 'package', 'x', 'user_name', 'rx', 'channel', 'data_end_time', 'closed', 'source', 'user_id', 'user_language', 'frame_file', 'viewport', 'MY', 'user_agent', 'gold_standard', 'subject_dimensions', 'finished_at', 'tool_label', 'ry', 'Set', 'details', 'frame', 'y', 'file_stretch_0_75', 'interventions'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/StevenDillmann/cloudspotting_mars_optimization/pareto_MY29_training.csv (at revision 8d7a9bbf2765b770b3da0d361505b2c933b039e0)
              
              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.

base
int64
channel
string
classification_id
int64
user_name
string
user_id
float64
user_ip
string
workflow_id
int64
workflow_name
string
workflow_version
float64
created_at
string
gold_standard
null
expert
null
subject_ids
int64
x
float64
y
float64
tool
int64
frame
int64
details
string
tool_label
string
rx
null
ry
null
angle
null
closed
null
points
null
retired
string
Filename
null
file_log
string
file_rad
string
Ls
float64
MY
float64
L2_file
string
L1B_file
string
data_end_time
string
data_start_time
string
Set
string
package
int64
file_stretch_0_75
string
file_stretch_0_85
string
source
string
session
string
viewport
string
started_at
string
user_agent
string
utc_offset
int64
finished_at
string
live_project
bool
interventions
string
user_language
string
user_group_ids
string
subject_dimensions
string
subject_selection_state
string
workflow_translation_id
float64
seen_before
null
frame_file
string
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End of preview.