Datasets:

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Ahmed062646

/

NLP_Medora_Datasets

like 0

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 21 new columns ({'stress_level', 'noise_level', 'living_conditions', 'peer_pressure', 'self_esteem', 'future_career_concerns', 'extracurricular_activities', 'sleep_quality', 'depression', 'teacher_student_relationship', 'study_load', 'safety', 'basic_needs', 'bullying', 'breathing_problem', 'headache', 'blood_pressure', 'social_support', 'academic_performance', 'mental_health_history', 'anxiety_level'}) and 11 missing columns ({'Unnamed: 0', 'age', 'weight(kg)', 'BMI', 'BMR', 'calories_to_maintain_weight', 'activity_level', 'gender', 'height(m)', 'BMI_tags', 'Label'}).

This happened while the csv dataset builder was generating data using

hf://datasets/Ahmed062646/NLP_Medora_Datasets/StressLevelDataset.csv (at revision 9b4a3b2714fc2b14b19ede2ddaea1445a551f20d), [/tmp/hf-datasets-cache/medium/datasets/40443973805102-config-parquet-and-info-Ahmed062646-NLP_Medora_Da-4e78ca29/hub/datasets--Ahmed062646--NLP_Medora_Datasets/snapshots/9b4a3b2714fc2b14b19ede2ddaea1445a551f20d/Dataset.csv (origin=hf://datasets/Ahmed062646/NLP_Medora_Datasets@9b4a3b2714fc2b14b19ede2ddaea1445a551f20d/Dataset.csv), /tmp/hf-datasets-cache/medium/datasets/40443973805102-config-parquet-and-info-Ahmed062646-NLP_Medora_Da-4e78ca29/hub/datasets--Ahmed062646--NLP_Medora_Datasets/snapshots/9b4a3b2714fc2b14b19ede2ddaea1445a551f20d/StressLevelDataset.csv (origin=hf://datasets/Ahmed062646/NLP_Medora_Datasets@9b4a3b2714fc2b14b19ede2ddaea1445a551f20d/StressLevelDataset.csv), /tmp/hf-datasets-cache/medium/datasets/40443973805102-config-parquet-and-info-Ahmed062646-NLP_Medora_Da-4e78ca29/hub/datasets--Ahmed062646--NLP_Medora_Datasets/snapshots/9b4a3b2714fc2b14b19ede2ddaea1445a551f20d/family_history_rare_disease_cleaned.csv (origin=hf://datasets/Ahmed062646/NLP_Medora_Datasets@9b4a3b2714fc2b14b19ede2ddaea1445a551f20d/family_history_rare_disease_cleaned.csv), /tmp/hf-datasets-cache/medium/datasets/40443973805102-config-parquet-and-info-Ahmed062646-NLP_Medora_Da-4e78ca29/hub/datasets--Ahmed062646--NLP_Medora_Datasets/snapshots/9b4a3b2714fc2b14b19ede2ddaea1445a551f20d/heart.csv (origin=hf://datasets/Ahmed062646/NLP_Medora_Datasets@9b4a3b2714fc2b14b19ede2ddaea1445a551f20d/heart.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
              anxiety_level: int64
              self_esteem: int64
              mental_health_history: int64
              depression: int64
              headache: int64
              blood_pressure: int64
              sleep_quality: int64
              breathing_problem: int64
              noise_level: int64
              living_conditions: int64
              safety: int64
              basic_needs: int64
              academic_performance: int64
              study_load: int64
              teacher_student_relationship: int64
              future_career_concerns: int64
              social_support: int64
              peer_pressure: int64
              extracurricular_activities: int64
              bullying: int64
              stress_level: int64
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 2909
              to
              {'Unnamed: 0': Value('int64'), 'age': Value('int64'), 'weight(kg)': Value('float64'), 'height(m)': Value('float64'), 'gender': Value('string'), 'BMI': Value('float64'), 'BMR': Value('float64'), 'activity_level': Value('float64'), 'calories_to_maintain_weight': Value('float64'), 'BMI_tags': Value('int64'), 'Label': Value('int64')}
              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 21 new columns ({'stress_level', 'noise_level', 'living_conditions', 'peer_pressure', 'self_esteem', 'future_career_concerns', 'extracurricular_activities', 'sleep_quality', 'depression', 'teacher_student_relationship', 'study_load', 'safety', 'basic_needs', 'bullying', 'breathing_problem', 'headache', 'blood_pressure', 'social_support', 'academic_performance', 'mental_health_history', 'anxiety_level'}) and 11 missing columns ({'Unnamed: 0', 'age', 'weight(kg)', 'BMI', 'BMR', 'calories_to_maintain_weight', 'activity_level', 'gender', 'height(m)', 'BMI_tags', 'Label'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/Ahmed062646/NLP_Medora_Datasets/StressLevelDataset.csv (at revision 9b4a3b2714fc2b14b19ede2ddaea1445a551f20d), [/tmp/hf-datasets-cache/medium/datasets/40443973805102-config-parquet-and-info-Ahmed062646-NLP_Medora_Da-4e78ca29/hub/datasets--Ahmed062646--NLP_Medora_Datasets/snapshots/9b4a3b2714fc2b14b19ede2ddaea1445a551f20d/Dataset.csv (origin=hf://datasets/Ahmed062646/NLP_Medora_Datasets@9b4a3b2714fc2b14b19ede2ddaea1445a551f20d/Dataset.csv), /tmp/hf-datasets-cache/medium/datasets/40443973805102-config-parquet-and-info-Ahmed062646-NLP_Medora_Da-4e78ca29/hub/datasets--Ahmed062646--NLP_Medora_Datasets/snapshots/9b4a3b2714fc2b14b19ede2ddaea1445a551f20d/StressLevelDataset.csv (origin=hf://datasets/Ahmed062646/NLP_Medora_Datasets@9b4a3b2714fc2b14b19ede2ddaea1445a551f20d/StressLevelDataset.csv), /tmp/hf-datasets-cache/medium/datasets/40443973805102-config-parquet-and-info-Ahmed062646-NLP_Medora_Da-4e78ca29/hub/datasets--Ahmed062646--NLP_Medora_Datasets/snapshots/9b4a3b2714fc2b14b19ede2ddaea1445a551f20d/family_history_rare_disease_cleaned.csv (origin=hf://datasets/Ahmed062646/NLP_Medora_Datasets@9b4a3b2714fc2b14b19ede2ddaea1445a551f20d/family_history_rare_disease_cleaned.csv), /tmp/hf-datasets-cache/medium/datasets/40443973805102-config-parquet-and-info-Ahmed062646-NLP_Medora_Da-4e78ca29/hub/datasets--Ahmed062646--NLP_Medora_Datasets/snapshots/9b4a3b2714fc2b14b19ede2ddaea1445a551f20d/heart.csv (origin=hf://datasets/Ahmed062646/NLP_Medora_Datasets@9b4a3b2714fc2b14b19ede2ddaea1445a551f20d/heart.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)