Datasets:
Dataset Preview
The full dataset viewer is not available (click to read why). Only showing a preview of the rows.
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 ({'frame_list', 'answer', 'target_frame'}) and 1 missing columns ({'causal_chain'}).
This happened while the json dataset builder was generating data using
zip://temporal_inference.json::hf://datasets/Devon018/HAI-Bench@d4a24bd590b32a6b832b25c65933c0b608cfebfb/HAI-Bench.zip
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 643, 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
question_id: int64
video_id: string
frame_list: list<item: string>
child 0, item: string
target_frame: string
answer: struct<Context Analysis: string, Human Emotion: string, Human Movement: string, Human Other Actions: list<item: string>, Human OtherActions: list<item: string>, Human Posture: string, Interaction Objects: list<item: string>, Interaction Scene: string, Pet Movement: string, Pet Other Behaviors: list<item: string>, Pet OtherBehaviors: list<item: string>, Pet Posture: string, frame_id: string>
child 0, Context Analysis: string
child 1, Human Emotion: string
child 2, Human Movement: string
child 3, Human Other Actions: list<item: string>
child 0, item: string
child 4, Human OtherActions: list<item: string>
child 0, item: string
child 5, Human Posture: string
child 6, Interaction Objects: list<item: string>
child 0, item: string
child 7, Interaction Scene: string
child 8, Pet Movement: string
child 9, Pet Other Behaviors: list<item: string>
child 0, item: string
child 10, Pet OtherBehaviors: list<item: string>
child 0, item: string
child 11, Pet Posture: string
child 12, frame_id: string
-- schema metadata --
pandas: '{"index_columns": [], "column_indexes": [], "columns": [{"name":' + 698
to
{'video_id': Value(dtype='string', id=None), 'causal_chain': {'edges': [{'source': Value(dtype='string', id=None), 'target': Value(dtype='string', id=None)}], 'nodes': [{'description': Value(dtype='string', id=None), 'entity': Value(dtype='string', id=None), 'frame_ref': Value(dtype='string', id=None), 'id': Value(dtype='string', id=None), 'type': Value(dtype='string', id=None)}]}, 'question_id': Value(dtype='int64', 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 1428, in compute_config_parquet_and_info_response
parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 989, in stream_convert_to_parquet
builder._prepare_split(
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 3 new columns ({'frame_list', 'answer', 'target_frame'}) and 1 missing columns ({'causal_chain'}).
This happened while the json dataset builder was generating data using
zip://temporal_inference.json::hf://datasets/Devon018/HAI-Bench@d4a24bd590b32a6b832b25c65933c0b608cfebfb/HAI-Bench.zip
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.
video_id
string | causal_chain
dict | question_id
int64 |
|---|---|---|
video_1 | {
"edges": [
{
"source": "n1",
"target": "n2"
},
{
"source": "n3",
"target": "n4"
},
{
"source": "n5",
"target": "n6"
},
{
"source": "n7",
"target": "n8"
},
{
"source": "n9",
"target": "n10"
},
{
"source": "n11",
"target": "n12"
},
{
"source": "n13",
"target": "n14"
},
{
"source": "n15",
"target": "n16"
}
],
"nodes": [
{
"description": "Walking with leash",
"entity": "Human",
"frame_ref": "frame_000.jpg",
"id": "n1",
"type": "Action"
},
{
"description": "Relaxed",
"entity": "Pet",
"frame_ref": "frame_000.jpg",
"id": "n2",
"type": "Emotion"
},
{
"description": "Standing and calling",
"entity": "Human",
"frame_ref": "frame_001.jpg",
"id": "n3",
"type": "Action"
},
{
"description": "Alert",
"entity": "Pet",
"frame_ref": "frame_001.jpg",
"id": "n4",
"type": "Emotion"
},
{
"description": "Feeding and command training",
"entity": "Human",
"frame_ref": "frame_002.jpg",
"id": "n5",
"type": "Action"
},
{
"description": "Soliciting",
"entity": "Pet",
"frame_ref": "frame_002.jpg",
"id": "n6",
"type": "Emotion"
},
{
"description": "Command training and guiding",
"entity": "Human",
"frame_ref": "frame_003.jpg",
"id": "n7",
"type": "Action"
},
{
"description": "Responding",
"entity": "Pet",
"frame_ref": "frame_003.jpg",
"id": "n8",
"type": "Emotion"
},
{
"description": "Using leash and guiding",
"entity": "Human",
"frame_ref": "frame_004.jpg",
"id": "n9",
"type": "Action"
},
{
"description": "Responding",
"entity": "Pet",
"frame_ref": "frame_004.jpg",
"id": "n10",
"type": "Emotion"
},
{
"description": "Giving water and taking photos",
"entity": "Human",
"frame_ref": "frame_005.jpg",
"id": "n11",
"type": "Action"
},
{
"description": "Responding",
"entity": "Pet",
"frame_ref": "frame_005.jpg",
"id": "n12",
"type": "Emotion"
},
{
"description": "Feeding and command training",
"entity": "Human",
"frame_ref": "frame_006.jpg",
"id": "n13",
"type": "Action"
},
{
"description": "Excited",
"entity": "Pet",
"frame_ref": "frame_006.jpg",
"id": "n14",
"type": "Emotion"
},
{
"description": "Command training and using leash",
"entity": "Human",
"frame_ref": "frame_007.jpg",
"id": "n15",
"type": "Action"
},
{
"description": "Responding",
"entity": "Pet",
"frame_ref": "frame_007.jpg",
"id": "n16",
"type": "Emotion"
}
]
} | 1 |
video_10 | {
"edges": [
{
"source": "n1",
"target": "n2"
},
{
"source": "n2",
"target": "n3"
},
{
"source": "n3",
"target": "n4"
},
{
"source": "n4",
"target": "n5"
},
{
"source": "n5",
"target": "n6"
},
{
"source": "n6",
"target": "n7"
},
{
"source": "n7",
"target": "n8"
},
{
"source": "n8",
"target": "n9"
}
],
"nodes": [
{
"description": "Human standing in a serene outdoor garden",
"entity": "Human",
"frame_ref": "frame_000.jpg",
"id": "n1",
"type": "Environment"
},
{
"description": "Human extends hand towards a puppy",
"entity": "Human",
"frame_ref": "frame_001.jpg",
"id": "n2",
"type": "Action"
},
{
"description": "Puppy is attentive and curious",
"entity": "Pet",
"frame_ref": "frame_001.jpg",
"id": "n3",
"type": "Emotion"
},
{
"description": "Human uses leash for command training",
"entity": "Human",
"frame_ref": "frame_002.jpg",
"id": "n4",
"type": "Action"
},
{
"description": "Dog is expectant and excited",
"entity": "Pet",
"frame_ref": "frame_002.jpg",
"id": "n5",
"type": "Emotion"
},
{
"description": "Golf club appears",
"entity": "Object",
"frame_ref": "frame_003.jpg",
"id": "n6",
"type": "Environment"
},
{
"description": "Walking stick appears",
"entity": "Object",
"frame_ref": "frame_004.jpg",
"id": "n7",
"type": "Environment"
},
{
"description": "Human uses leash observing the dog",
"entity": "Human",
"frame_ref": "frame_005.jpg",
"id": "n8",
"type": "Action"
},
{
"description": "Dog is alert",
"entity": "Pet",
"frame_ref": "frame_005.jpg",
"id": "n9",
"type": "Emotion"
}
]
} | 2 |
video_100 | {
"edges": [
{
"source": "n1",
"target": "n2"
},
{
"source": "n3",
"target": "n4"
},
{
"source": "n5",
"target": "n4"
},
{
"source": "n3",
"target": "n6"
},
{
"source": "n7",
"target": "n6"
},
{
"source": "n8",
"target": "n9"
},
{
"source": "n10",
"target": "n11"
},
{
"source": "n12",
"target": "n11"
},
{
"source": "n13",
"target": "n14"
},
{
"source": "n15",
"target": "n16"
},
{
"source": "n17",
"target": "n18"
}
],
"nodes": [
{
"description": "Walking backward, possibly leading the dog",
"entity": "Human",
"frame_ref": "frame_000.jpg",
"id": "n1",
"type": "Action"
},
{
"description": "Alert",
"entity": "Pet",
"frame_ref": "frame_000.jpg",
"id": "n2",
"type": "Emotion"
},
{
"description": "Using leash, guiding the dog",
"entity": "Human",
"frame_ref": "frame_001.jpg",
"id": "n3",
"type": "Action"
},
{
"description": "Apprehensive, uncertain",
"entity": "Pet",
"frame_ref": "frame_001.jpg",
"id": "n4",
"type": "Emotion"
},
{
"description": "Leash appears",
"entity": "Object",
"frame_ref": "frame_001.jpg",
"id": "n5",
"type": "Environment"
},
{
"description": "Curious, attentive",
"entity": "Pet",
"frame_ref": "frame_002.jpg",
"id": "n6",
"type": "Emotion"
},
{
"description": "Harness appears",
"entity": "Object",
"frame_ref": "frame_002.jpg",
"id": "n7",
"type": "Environment"
},
{
"description": "Extends arm, holding leash",
"entity": "Human",
"frame_ref": "frame_003.jpg",
"id": "n8",
"type": "Action"
},
{
"description": "Apprehensive, attentive, waiting",
"entity": "Pet",
"frame_ref": "frame_003.jpg",
"id": "n9",
"type": "Emotion"
},
{
"description": "Feeding, command training",
"entity": "Human",
"frame_ref": "frame_004.jpg",
"id": "n10",
"type": "Action"
},
{
"description": "Alert, expectant",
"entity": "Pet",
"frame_ref": "frame_004.jpg",
"id": "n11",
"type": "Emotion"
},
{
"description": "Treat appears",
"entity": "Object",
"frame_ref": "frame_004.jpg",
"id": "n12",
"type": "Environment"
},
{
"description": "Calling, command training",
"entity": "Human",
"frame_ref": "frame_005.jpg",
"id": "n13",
"type": "Action"
},
{
"description": "Calm, attentive",
"entity": "Pet",
"frame_ref": "frame_005.jpg",
"id": "n14",
"type": "Emotion"
},
{
"description": "Gently pulls leash",
"entity": "Human",
"frame_ref": "frame_006.jpg",
"id": "n15",
"type": "Action"
},
{
"description": "Reluctant, tense, avoiding",
"entity": "Pet",
"frame_ref": "frame_006.jpg",
"id": "n16",
"type": "Emotion"
},
{
"description": "Offers treat",
"entity": "Human",
"frame_ref": "frame_007.jpg",
"id": "n17",
"type": "Action"
},
{
"description": "Expectant, alert, interested",
"entity": "Pet",
"frame_ref": "frame_007.jpg",
"id": "n18",
"type": "Emotion"
}
]
} | 3 |
video_1000 | {
"edges": [
{
"source": "n1",
"target": "n2"
},
{
"source": "n2",
"target": "n3"
},
{
"source": "n3",
"target": "n4"
},
{
"source": "n4",
"target": "n5"
},
{
"source": "n5",
"target": "n6"
},
{
"source": "n6",
"target": "n7"
},
{
"source": "n7",
"target": "n8"
},
{
"source": "n8",
"target": "n9"
},
{
"source": "n9",
"target": "n10"
},
{
"source": "n10",
"target": "n11"
},
{
"source": "n11",
"target": "n12"
}
],
"nodes": [
{
"description": "Observing garden",
"entity": "Human",
"frame_ref": "frame_000.jpg",
"id": "n1",
"type": "Action"
},
{
"description": "Leash appears",
"entity": "Object",
"frame_ref": "frame_001.jpg",
"id": "n2",
"type": "Environment"
},
{
"description": "Walking towards dog",
"entity": "Human",
"frame_ref": "frame_001.jpg",
"id": "n3",
"type": "Action"
},
{
"description": "Alert",
"entity": "Pet",
"frame_ref": "frame_001.jpg",
"id": "n4",
"type": "Emotion"
},
{
"description": "Calling and petting dog",
"entity": "Human",
"frame_ref": "frame_002.jpg",
"id": "n5",
"type": "Action"
},
{
"description": "Cuddling",
"entity": "Pet",
"frame_ref": "frame_002.jpg",
"id": "n6",
"type": "Emotion"
},
{
"description": "Talking to dog",
"entity": "Human",
"frame_ref": "frame_003.jpg",
"id": "n7",
"type": "Action"
},
{
"description": "Perking ears",
"entity": "Pet",
"frame_ref": "frame_003.jpg",
"id": "n8",
"type": "Emotion"
},
{
"description": "Preparing to interact with dog",
"entity": "Human",
"frame_ref": "frame_004.jpg",
"id": "n9",
"type": "Action"
},
{
"description": "Calm",
"entity": "Pet",
"frame_ref": "frame_004.jpg",
"id": "n10",
"type": "Emotion"
},
{
"description": "Holding toy",
"entity": "Human",
"frame_ref": "frame_007.jpg",
"id": "n11",
"type": "Action"
},
{
"description": "Responsive",
"entity": "Pet",
"frame_ref": "frame_007.jpg",
"id": "n12",
"type": "Emotion"
}
]
} | 4 |
video_1001 | {
"edges": [
{
"source": "n1",
"target": "n2"
},
{
"source": "n3",
"target": "n4"
},
{
"source": "n5",
"target": "n6"
},
{
"source": "n7",
"target": "n9"
},
{
"source": "n8",
"target": "n9"
},
{
"source": "n10",
"target": "n11"
}
],
"nodes": [
{
"description": "Gives command",
"entity": "Human",
"frame_ref": "frame_000.jpg",
"id": "n1",
"type": "Action"
},
{
"description": "Alert",
"entity": "Pet",
"frame_ref": "frame_000.jpg",
"id": "n2",
"type": "Emotion"
},
{
"description": "Extends treat",
"entity": "Human",
"frame_ref": "frame_001.jpg",
"id": "n3",
"type": "Action"
},
{
"description": "Expects reward",
"entity": "Pet",
"frame_ref": "frame_001.jpg",
"id": "n4",
"type": "Emotion"
},
{
"description": "Pets dog",
"entity": "Human",
"frame_ref": "frame_002.jpg",
"id": "n5",
"type": "Action"
},
{
"description": "Relaxed and content",
"entity": "Pet",
"frame_ref": "frame_002.jpg",
"id": "n6",
"type": "Emotion"
},
{
"description": "Leash appears",
"entity": "Object",
"frame_ref": "frame_004.jpg",
"id": "n7",
"type": "Environment"
},
{
"description": "Continues petting",
"entity": "Human",
"frame_ref": "frame_005.jpg",
"id": "n8",
"type": "Action"
},
{
"description": "Alert and happy",
"entity": "Pet",
"frame_ref": "frame_005.jpg",
"id": "n9",
"type": "Emotion"
},
{
"description": "Gives command or reward",
"entity": "Human",
"frame_ref": "frame_007.jpg",
"id": "n10",
"type": "Action"
},
{
"description": "Alert and attentive",
"entity": "Pet",
"frame_ref": "frame_007.jpg",
"id": "n11",
"type": "Emotion"
}
]
} | 5 |
video_1002 | {
"edges": [
{
"source": "n1",
"target": "n2"
},
{
"source": "n3",
"target": "n4"
},
{
"source": "n5",
"target": "n6"
},
{
"source": "n7",
"target": "n8"
},
{
"source": "n9",
"target": "n10"
},
{
"source": "n11",
"target": "n12"
}
],
"nodes": [
{
"description": "Using leash",
"entity": "Human",
"frame_ref": "frame_000.jpg",
"id": "n1",
"type": "Action"
},
{
"description": "Alert",
"entity": "Pet",
"frame_ref": "frame_000.jpg",
"id": "n2",
"type": "Emotion"
},
{
"description": "Feeding",
"entity": "Human",
"frame_ref": "frame_001.jpg",
"id": "n3",
"type": "Action"
},
{
"description": "Expectant",
"entity": "Pet",
"frame_ref": "frame_001.jpg",
"id": "n4",
"type": "Emotion"
},
{
"description": "Petting",
"entity": "Human",
"frame_ref": "frame_002.jpg",
"id": "n5",
"type": "Action"
},
{
"description": "Content",
"entity": "Pet",
"frame_ref": "frame_002.jpg",
"id": "n6",
"type": "Emotion"
},
{
"description": "Walking",
"entity": "Human",
"frame_ref": "frame_003.jpg",
"id": "n7",
"type": "Action"
},
{
"description": "Alert",
"entity": "Pet",
"frame_ref": "frame_003.jpg",
"id": "n8",
"type": "Emotion"
},
{
"description": "Command training",
"entity": "Human",
"frame_ref": "frame_004.jpg",
"id": "n9",
"type": "Action"
},
{
"description": "Excited",
"entity": "Pet",
"frame_ref": "frame_004.jpg",
"id": "n10",
"type": "Emotion"
},
{
"description": "Leading",
"entity": "Human",
"frame_ref": "frame_005.jpg",
"id": "n11",
"type": "Action"
},
{
"description": "Trusting",
"entity": "Pet",
"frame_ref": "frame_005.jpg",
"id": "n12",
"type": "Emotion"
}
]
} | 6 |
video_1003 | {
"edges": [
{
"source": "n1",
"target": "n2"
},
{
"source": "n3",
"target": "n2"
},
{
"source": "n4",
"target": "n5"
},
{
"source": "n6",
"target": "n7"
},
{
"source": "n8",
"target": "n9"
}
],
"nodes": [
{
"description": "Standing and petting the dog with leash",
"entity": "Human",
"frame_ref": "frame_000.jpg",
"id": "n1",
"type": "Action"
},
{
"description": "Alert and curious",
"entity": "Pet",
"frame_ref": "frame_000.jpg",
"id": "n2",
"type": "Emotion"
},
{
"description": "Leash appears",
"entity": "Object",
"frame_ref": "frame_000.jpg",
"id": "n3",
"type": "Environment"
},
{
"description": "Standing and holding leash",
"entity": "Human",
"frame_ref": "frame_001.jpg",
"id": "n4",
"type": "Action"
},
{
"description": "Excited (wagging tail)",
"entity": "Pet",
"frame_ref": "frame_001.jpg",
"id": "n5",
"type": "Emotion"
},
{
"description": "Preparing to walk the dog",
"entity": "Human",
"frame_ref": "frame_003.jpg",
"id": "n6",
"type": "Action"
},
{
"description": "Calm and alert",
"entity": "Pet",
"frame_ref": "frame_003.jpg",
"id": "n7",
"type": "Emotion"
},
{
"description": "Command training and giving treats",
"entity": "Human",
"frame_ref": "frame_007.jpg",
"id": "n8",
"type": "Action"
},
{
"description": "Alert and expectant",
"entity": "Pet",
"frame_ref": "frame_007.jpg",
"id": "n9",
"type": "Emotion"
}
]
} | 7 |
video_1004 | {
"edges": [
{
"source": "n1",
"target": "n2"
},
{
"source": "n3",
"target": "n2"
},
{
"source": "n4",
"target": "n5"
},
{
"source": "n6",
"target": "n7"
},
{
"source": "n8",
"target": "n7"
},
{
"source": "n9",
"target": "n10"
},
{
"source": "n11",
"target": "n13"
},
{
"source": "n12",
"target": "n13"
},
{
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} | 93 |
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]
} | 97 |
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