Datasets:

---

reennv

/

Datasets_LeagueOfVillain

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 10 new columns ({'learning_style', 'is_assessment', 'click_page', 'student_feedback', 'material_type', 'learning_speed', 'subject', 'gender', 'performance_label', 'achievement_status'}) and 31 missing columns ({'subject_History', 'subject_Mathematics', 'click_page_Home', 'efisiensi_belajar', 'click_page_Math', 'interaksi_total', 'click_page_Computer Science', 'hari_dalam_minggu', 'learning_style_Kinesthetic', 'engagement_rata2', 'rasio_penyelesaian', 'subject_Science', 'click_page_History', 'student_feedback_encoded', 'click_page_Science', 'jam_belajar', 'learning_style_Auditory', 'performance_label_encoded', 'subject_Computer Science', 'achievement_status_encoded', 'preferensi_materi', 'subject_English', 'click_page_English', 'akhir_pekan', 'jumlah_pengakses', 'is_assessment_encoded', 'learning_style_Visual', 'learning_speed_encoded', 'material_type_encoded', 'gender_Female', 'gender_Male'}).

This happened while the csv dataset builder was generating data using

hf://datasets/reennv/Datasets_LeagueOfVillain/personalized_education_data.csv (at revision cfc9bcfafb9acee0565f98eefe462973576daaab)

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 1831, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 644, 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 2272, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              student_id: string
              gender: string
              grade: int64
              learning_style: string
              tech_savvy: bool
              timestamp: string
              subject: string
              material_type: string
              duration_minutes: int64
              engagement_score: int64
              completion_rate: int64
              is_assessment: bool
              quiz_score: double
              click_page: string
              performance_label: string
              material_rating: int64
              interaction_duration: int64
              related_materials: string
              material_engagement_score: double
              feature_engagement: double
              student_feedback: string
              achievement_status: string
              learning_speed: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 3165
              to
              {'student_id': Value('string'), 'grade': Value('float64'), 'tech_savvy': Value('int64'), 'timestamp': Value('string'), 'duration_minutes': Value('float64'), 'engagement_score': Value('float64'), 'completion_rate': Value('float64'), 'quiz_score': Value('float64'), 'material_rating': Value('float64'), 'interaction_duration': Value('float64'), 'related_materials': Value('string'), 'material_engagement_score': Value('float64'), 'feature_engagement': Value('float64'), 'jam_belajar': Value('float64'), 'hari_dalam_minggu': Value('int64'), 'akhir_pekan': Value('int64'), 'efisiensi_belajar': Value('float64'), 'rasio_penyelesaian': Value('float64'), 'interaksi_total': Value('float64'), 'material_type_encoded': Value('int64'), 'preferensi_materi': Value('float64'), 'jumlah_pengakses': Value('float64'), 'engagement_rata2': Value('float64'), 'gender_Female': Value('float64'), 'gender_Male': Value('float64'), 'learning_style_Auditory': Value('float64'), 'learning_style_Kinesthetic': Value('float64'), 'learning_style_Visual': Value('float64'), 'subject_Computer Science': Value('float64'), 'subject_English': Value('float64'), 'subject_History': Value('float64'), 'subject_Mathematics': Value('float64'), 'subject_Science': Value('float64'), 'click_page_Computer Science': Value('float64'), 'click_page_English': Value('float64'), 'click_page_History': Value('float64'), 'click_page_Home': Value('float64'), 'click_page_Math': Value('float64'), 'click_page_Science': Value('float64'), 'performance_label_encoded': Value('int64'), 'learning_speed_encoded': Value('float64'), 'student_feedback_encoded': Value('float64'), 'achievement_status_encoded': Value('int64'), 'is_assessment_encoded': 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 1456, 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 1055, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 894, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 970, 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 1702, 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 1833, 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 10 new columns ({'learning_style', 'is_assessment', 'click_page', 'student_feedback', 'material_type', 'learning_speed', 'subject', 'gender', 'performance_label', 'achievement_status'}) and 31 missing columns ({'subject_History', 'subject_Mathematics', 'click_page_Home', 'efisiensi_belajar', 'click_page_Math', 'interaksi_total', 'click_page_Computer Science', 'hari_dalam_minggu', 'learning_style_Kinesthetic', 'engagement_rata2', 'rasio_penyelesaian', 'subject_Science', 'click_page_History', 'student_feedback_encoded', 'click_page_Science', 'jam_belajar', 'learning_style_Auditory', 'performance_label_encoded', 'subject_Computer Science', 'achievement_status_encoded', 'preferensi_materi', 'subject_English', 'click_page_English', 'akhir_pekan', 'jumlah_pengakses', 'is_assessment_encoded', 'learning_style_Visual', 'learning_speed_encoded', 'material_type_encoded', 'gender_Female', 'gender_Male'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/reennv/Datasets_LeagueOfVillain/personalized_education_data.csv (at revision cfc9bcfafb9acee0565f98eefe462973576daaab)
              
              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)