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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 3 new columns ({'location', 'how', 'resp_time'}) and 2 missing columns ({'questions', 'name'}).
This happened while the json dataset builder was generating data using
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/tmp/hf-datasets-cache/medium/datasets/38036267098223-config-parquet-and-info-SINTON-IA-depression_pred-6c3684c0/hub/datasets--SINTON-IA--depression_prediction/snapshots/c5e399e1e800b75cb16b5a1d1a664f67d12291f2/raw/studentlife_mood_prediction/Mood 1_u44.json (origin=hf://datasets/SINTON-IA/depression_prediction@c5e399e1e800b75cb16b5a1d1a664f67d12291f2/raw/studentlife_mood_prediction/Mood 1_u44.json), /tmp/hf-datasets-cache/medium/datasets/38036267098223-config-parquet-and-info-SINTON-IA-depression_pred-6c3684c0/hub/datasets--SINTON-IA--depression_prediction/snapshots/c5e399e1e800b75cb16b5a1d1a664f67d12291f2/raw/studentlife_mood_prediction/Mood 1_u45.json (origin=hf://datasets/SINTON-IA/depression_prediction@c5e399e1e800b75cb16b5a1d1a664f67d12291f2/raw/studentlife_mood_prediction/Mood 1_u45.json), /tmp/hf-datasets-cache/medium/datasets/38036267098223-config-parquet-and-info-SINTON-IA-depression_pred-6c3684c0/hub/datasets--SINTON-IA--depression_prediction/snapshots/c5e399e1e800b75cb16b5a1d1a664f67d12291f2/raw/studentlife_mood_prediction/Mood 1_u46.json (origin=hf://datasets/SINTON-IA/depression_prediction@c5e399e1e800b75cb16b5a1d1a664f67d12291f2/raw/studentlife_mood_prediction/Mood 1_u46.json), /tmp/hf-datasets-cache/medium/datasets/38036267098223-config-parquet-and-info-SINTON-IA-depression_pred-6c3684c0/hub/datasets--SINTON-IA--depression_prediction/snapshots/c5e399e1e800b75cb16b5a1d1a664f67d12291f2/raw/studentlife_mood_prediction/Mood 1_u47.json (origin=hf://datasets/SINTON-IA/depression_prediction@c5e399e1e800b75cb16b5a1d1a664f67d12291f2/raw/studentlife_mood_prediction/Mood 1_u47.json), /tmp/hf-datasets-cache/medium/datasets/38036267098223-config-parquet-and-info-SINTON-IA-depression_pred-6c3684c0/hub/datasets--SINTON-IA--depression_prediction/snapshots/c5e399e1e800b75cb16b5a1d1a664f67d12291f2/raw/studentlife_mood_prediction/Mood 1_u49.json (origin=hf://datasets/SINTON-IA/depression_prediction@c5e399e1e800b75cb16b5a1d1a664f67d12291f2/raw/studentlife_mood_prediction/Mood 1_u49.json), /tmp/hf-datasets-cache/medium/datasets/38036267098223-config-parquet-and-info-SINTON-IA-depression_pred-6c3684c0/hub/datasets--SINTON-IA--depression_prediction/snapshots/c5e399e1e800b75cb16b5a1d1a664f67d12291f2/raw/studentlife_mood_prediction/Mood 1_u50.json (origin=hf://datasets/SINTON-IA/depression_prediction@c5e399e1e800b75cb16b5a1d1a664f67d12291f2/raw/studentlife_mood_prediction/Mood 1_u50.json), /tmp/hf-datasets-cache/medium/datasets/38036267098223-config-parquet-and-info-SINTON-IA-depression_pred-6c3684c0/hub/datasets--SINTON-IA--depression_prediction/snapshots/c5e399e1e800b75cb16b5a1d1a664f67d12291f2/raw/studentlife_mood_prediction/Mood 1_u51.json (origin=hf://datasets/SINTON-IA/depression_prediction@c5e399e1e800b75cb16b5a1d1a664f67d12291f2/raw/studentlife_mood_prediction/Mood 1_u51.json), /tmp/hf-datasets-cache/medium/datasets/38036267098223-config-parquet-and-info-SINTON-IA-depression_pred-6c3684c0/hub/datasets--SINTON-IA--depression_prediction/snapshots/c5e399e1e800b75cb16b5a1d1a664f67d12291f2/raw/studentlife_mood_prediction/Mood 1_u52.json (origin=hf://datasets/SINTON-IA/depression_prediction@c5e399e1e800b75cb16b5a1d1a664f67d12291f2/raw/studentlife_mood_prediction/Mood 1_u52.json), /tmp/hf-datasets-cache/medium/datasets/38036267098223-config-parquet-and-info-SINTON-IA-depression_pred-6c3684c0/hub/datasets--SINTON-IA--depression_prediction/snapshots/c5e399e1e800b75cb16b5a1d1a664f67d12291f2/raw/studentlife_mood_prediction/Mood 1_u53.json (origin=hf://datasets/SINTON-IA/depression_prediction@c5e399e1e800b75cb16b5a1d1a664f67d12291f2/raw/studentlife_mood_prediction/Mood 1_u53.json), /tmp/hf-datasets-cache/medium/datasets/38036267098223-config-parquet-and-info-SINTON-IA-depression_pred-6c3684c0/hub/datasets--SINTON-IA--depression_prediction/snapshots/c5e399e1e800b75cb16b5a1d1a664f67d12291f2/raw/studentlife_mood_prediction/Mood 1_u54.json (origin=hf://datasets/SINTON-IA/depression_prediction@c5e399e1e800b75cb16b5a1d1a664f67d12291f2/raw/studentlife_mood_prediction/Mood 1_u54.json), /tmp/hf-datasets-cache/medium/datasets/38036267098223-config-parquet-and-info-SINTON-IA-depression_pred-6c3684c0/hub/datasets--SINTON-IA--depression_prediction/snapshots/c5e399e1e800b75cb16b5a1d1a664f67d12291f2/raw/studentlife_mood_prediction/Mood 1_u56.json (origin=hf://datasets/SINTON-IA/depression_prediction@c5e399e1e800b75cb16b5a1d1a664f67d12291f2/raw/studentlife_mood_prediction/Mood 1_u56.json), /tmp/hf-datasets-cache/medium/datasets/38036267098223-config-parquet-and-info-SINTON-IA-depression_pred-6c3684c0/hub/datasets--SINTON-IA--depression_prediction/snapshots/c5e399e1e800b75cb16b5a1d1a664f67d12291f2/raw/studentlife_mood_prediction/Mood 1_u57.json (origin=hf://datasets/SINTON-IA/depression_prediction@c5e399e1e800b75cb16b5a1d1a664f67d12291f2/raw/studentlife_mood_prediction/Mood 1_u57.json), /tmp/hf-datasets-cache/medium/datasets/38036267098223-config-parquet-and-info-SINTON-IA-depression_pred-6c3684c0/hub/datasets--SINTON-IA--depression_prediction/snapshots/c5e399e1e800b75cb16b5a1d1a664f67d12291f2/raw/studentlife_mood_prediction/Mood 1_u58.json (origin=hf://datasets/SINTON-IA/depression_prediction@c5e399e1e800b75cb16b5a1d1a664f67d12291f2/raw/studentlife_mood_prediction/Mood 1_u58.json), /tmp/hf-datasets-cache/medium/datasets/38036267098223-config-parquet-and-info-SINTON-IA-depression_pred-6c3684c0/hub/datasets--SINTON-IA--depression_prediction/snapshots/c5e399e1e800b75cb16b5a1d1a664f67d12291f2/raw/studentlife_mood_prediction/Mood 1_u59.json (origin=hf://datasets/SINTON-IA/depression_prediction@c5e399e1e800b75cb16b5a1d1a664f67d12291f2/raw/studentlife_mood_prediction/Mood 1_u59.json)]
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 1890, in _prepare_split_single
writer.write_table(table)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 760, in write_table
pa_table = table_cast(pa_table, self._schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2272, in table_cast
return cast_table_to_schema(table, schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
how: string
location: string
resp_time: int64
to
{'name': Value('string'), 'questions': List({'options': Value('string'), 'question_id': Value('string'), 'question_text': Value('string')})}
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 884, in download_and_prepare
self._download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 947, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1739, 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 1892, 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 3 new columns ({'location', 'how', 'resp_time'}) and 2 missing columns ({'questions', 'name'}).
This happened while the json dataset builder was generating data using
hf://datasets/SINTON-IA/depression_prediction/raw/studentlife_mood_current/Mood 2_u00.json (at revision c5e399e1e800b75cb16b5a1d1a664f67d12291f2), [/tmp/hf-datasets-cache/medium/datasets/38036267098223-config-parquet-and-info-SINTON-IA-depression_pred-6c3684c0/hub/datasets--SINTON-IA--depression_prediction/snapshots/c5e399e1e800b75cb16b5a1d1a664f67d12291f2/raw/studentlife_ema_definitions.json (origin=hf://datasets/SINTON-IA/depression_prediction@c5e399e1e800b75cb16b5a1d1a664f67d12291f2/raw/studentlife_ema_definitions.json), /tmp/hf-datasets-cache/medium/datasets/38036267098223-config-parquet-and-info-SINTON-IA-depression_pred-6c3684c0/hub/datasets--SINTON-IA--depression_prediction/snapshots/c5e399e1e800b75cb16b5a1d1a664f67d12291f2/raw/studentlife_mood_current/Mood 2_u00.json (origin=hf://datasets/SINTON-IA/depression_prediction@c5e399e1e800b75cb16b5a1d1a664f67d12291f2/raw/studentlife_mood_current/Mood 2_u00.json), /tmp/hf-datasets-cache/medium/datasets/38036267098223-config-parquet-and-info-SINTON-IA-depression_pred-6c3684c0/hub/datasets--SINTON-IA--depression_prediction/snapshots/c5e399e1e800b75cb16b5a1d1a664f67d12291f2/raw/studentlife_mood_current/Mood 2_u01.json (origin=hf://datasets/SINTON-IA/depression_prediction@c5e399e1e800b75cb16b5a1d1a664f67d12291f2/raw/studentlife_mood_current/Mood 2_u01.json), /tmp/hf-datasets-cache/medium/datasets/38036267098223-config-parquet-and-info-SINTON-IA-depression_pred-6c3684c0/hub/datasets--SINTON-IA--depression_prediction/snapshots/c5e399e1e800b75cb16b5a1d1a664f67d12291f2/raw/studentlife_mood_current/Mood 2_u02.json (origin=hf://datasets/SINTON-IA/depression_prediction@c5e399e1e800b75cb16b5a1d1a664f67d12291f2/raw/studentlife_mood_current/Mood 2_u02.json), 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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.
name string | questions list |
|---|---|
Social | [
{
"options": "[1]0-4 persons, [2]5-9 persons, [3]10-19 persons, [4]20-49 persons, [5]50-99 persons, [6]over 100 persons, ",
"question_id": "number",
"question_text": "How many people did you have contact with yesterday, including anyone you said hello to, chatted, talked or discussed matters with, wheth... |
Class | [
{
"options": "",
"question_id": "course_id",
"question_text": "What's the class name? (e.g., CS65)"
},
{
"options": "[1]neutral, [2]strongly agree, [3]agree, [4]disagree, [5]strongly disagree, ",
"question_id": "experience",
"question_text": "I enjoyed the class today."
},
{
"opt... |
Comment | [
{
"options": "",
"question_id": "comment",
"question_text": "What is on your mind today?"
},
{
"options": "",
"question_id": "location",
"question_text": ""
}
] |
Stress | [
{
"options": "[1]A little stressed, [2]Definitely stressed, [3]Stressed out, [4]Feeling good, [5]Feeling great, ",
"question_id": "level",
"question_text": "Right now, I am..."
},
{
"options": "",
"question_id": "location",
"question_text": ""
}
] |
Sleep | [
{
"options": "[1]<3, [2]3.5, [3]4, [4]4.5, [5]5, [6]5.5, [7]6, [8]6.5, [9]7, [10]7.5, [11]8, [12]8.5, [13]9, [14]9.5, [15]10, [16]10.5, [17]11, [18]11.5, [19]12, ",
"question_id": "hour",
"question_text": "How many hours did you sleep last night? "
},
{
"options": "[1]Very good, [2]Fairly good, ... |
Activity | [
{
"options": "[1]0-10%, [2]11-25%, [3]26-50%, [4]51-75%, [5]76-100%, ",
"question_id": "working",
"question_text": "alone working"
},
{
"options": "[1]0-10%, [2]11-25%, [3]26-50%, [4]51-75%, [5]76-100%, ",
"question_id": "relaxing",
"question_text": "alone relaxing"
},
{
"options... |
Behavior | [
{
"options": "(Not at all) 1 2 3 4 5 (Extremely)",
"question_id": "enthusiastic",
"question_text": "In the past 15 minutes, I was extraverted, enthusiastic. (Scale: 1=Not at all; 2=A little; 3=somewhat; 4=very; 5=extremely)"
},
{
"options": "(Not at all) 1 2 3 4 5 (Extremely)",
... |
Exercise | [
{
"options": "(Yes) 1 2 (No)",
"question_id": "have",
"question_text": "Did you do vigorous exercise today (don't include walking) such as run, swim, cycle, play a sport"
},
{
"options": "(Yes) 1 2 (No)",
"question_id": "schedule",
"question_text": "If no did you want to but couldn't bec... |
Study Spaces | [
{
"options": "",
"question_id": "place",
"question_text": "Where were you working (room and building)?"
},
{
"options": "[1]super distracted, [2]mildly distracted, [3]mildly productive, [4]super productive, ",
"question_id": "productivity",
"question_text": "Rate your productivity:"
},... |
Do Campbell's jokes suck? | [
{
"options": "[1]Great, [2]OK, [3]Terrible, ",
"question_id": "think",
"question_text": "What do you think of Campbell's jokes:"
},
{
"options": "",
"question_id": "joke",
"question_text": "Do you have a joke for him:"
},
{
"options": "",
"question_id": "location",
"quest... |
Events | [
{
"options": "[1]1, [2]2, [3]3, [4]4, [5]5, [6]6, [7]7, ",
"question_id": "positive",
"question_text": "Think About Yesterday's Events. Rate the intensity of your Most Positive Events on a scale ranging from 1 (very weak) to 7 (very intense)."
},
{
"options": "[1]1, [2]2, [3]3, [4]4, [5]5, [6]6... |
Boston Bombing | [
{
"options": "[1]sadness, [2]anger, [3]fear, [4]apprehension, [5]empathy for the victims, ",
"question_id": "boston",
"question_text": "How did you feel when you first heard the news about the Boston bombing?"
},
{
"options": "",
"question_id": "location",
"question_text": ""
}
] |
Dimensions | [
{
"options": "",
"question_id": "describe",
"question_text": "In your own words, how would you describe Dimensions to someone who knew nothing about it?"
},
{
"options": "",
"question_id": "location",
"question_text": ""
}
] |
Dartmouth now | [
{
"options": "[1]Not at all, [2]Slightly, [3]Moderately, [4]Very, [5]Extremely, ",
"question_id": "empathic",
"question_text": "Do you feel empathic at all about Dartmouth right now, given recent events?"
},
{
"options": "[1]Not at all, [2]Slightly, [3]Moderately, [4]Very, [5]Extremely, ",
"... |
Dining Halls | [
{
"options": "[1]Collis, [2]Hop, [3]Foco, [4]KAF, [5]Novack, [6]East Wheelock Snack Bar, [7]Off-Campus, [8]other, ",
"question_id": "breakfast",
"question_text": "Yesterday, where did you eat your breakfast:"
},
{
"options": "[1]Collis, [2]Hop, [3]Foco, [4]KAF, [5]Novack, [6]East Wheelock Snack ... |
Lab | [
{
"options": "[1]Strongly agree, [2]agree, [3]neutral, [4]disagree, [5]strongly disagree, ",
"question_id": "enjoy",
"question_text": "Did you enjoy this lab?"
},
{
"options": "[1]1-3, [2]3-5, [3]5-7, [4]7-9, [5]9-11, [6]11-13, [7]13-15, [8]15-17, [9]17-19, [10]19-21, [11]>21 hours, ",
"ques... |
Mood | [
{
"options": "(Yes) 1 2 (No)",
"question_id": "happyornot",
"question_text": "Do you feel AT ALL happy right now?"
},
{
"options": "[1]a little bit, [2]somewhat, [3]very much, [4]extremely, ",
"question_id": "happy",
"question_text": "If you answered \"Yes\" on the first question, how ha... |
Mood 2 | [
{
"options": "[1]happy, [2]stressed, [3]tired, ",
"question_id": "how",
"question_text": "How are you right now?"
},
{
"options": "",
"question_id": "location",
"question_text": ""
}
] |
Cancelled Classes | [
{
"options": "",
"question_id": "words",
"question_text": "In your own words, describe what you feel about today's canceled classes."
},
{
"options": "",
"question_id": "location",
"question_text": ""
}
] |
Dimensions protestors | [
{
"options": "[1]Not at all, [2]Slightly, [3]Moderately, [4]Very, [5]Extremely, ",
"question_id": "empathic",
"question_text": "How empathic do you feel toward the Dimensions protestors?"
},
{
"options": "[1]Not at all, [2]Slightly, [3]Moderately, [4]Very, [5]Extremely, ",
"question_id": "ap... |
Mood 1 | [
{
"options": "[1]happy, [2]stressed, [3]tired, ",
"question_id": "tomorrow",
"question_text": "How do you think you will be this time tomorrow?"
},
{
"options": "",
"question_id": "location",
"question_text": ""
}
] |
Class 2 | [
{
"options": "[1]Agree Strongly, [2]Agree Moderately, [3]Agree Slightly, [4]Disagree Slightly , [5]Disagree Moderately, [6]Disagree Strongly, ",
"question_id": "challenge",
"question_text": "Last week's lab was difficult and challenged me."
},
{
"options": "[1]Agree Strongly, [2]Agree Moderately... |
Administration's response | [
{
"options": "[1]Not at all, [2]Slightly, [3]Moderately, [4]Very, [5]Extremely, ",
"question_id": "empathic",
"question_text": "Do you feel empathic at all about the administration's response to the events following the Dimensions protest?"
},
{
"options": "[1]Not at all, [2]Slightly, [3]Moderat... |
Green Key 2 | [
{
"options": "[1]Seeing old friends, [2]Parties, [3]Music performances, [4]Service, [5]Weather, [6]End of term, ",
"question_id": "excited",
"question_text": "Which of the following are you *most* excited about for Green Key? [Check all, or chose 1 or more]"
}
] |
Green Key 1 | [
{
"options": "",
"question_id": "meaning",
"question_text": "What does Green Key mean to you?"
}
] |
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