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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 1 new columns ({'answer'}) and 3 missing columns ({'image_path', 'caption', 'gpt4_ans'}).
This happened while the csv dataset builder was generating data using
hf://datasets/yang5114/DME/MMVet_Hard_send.tsv (at revision 290163d1ca4f72748b4b75c8dde0d5980ca8db8b)
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
index: int64
question: string
answer: string
category: string
o_question: string
source_img_path: string
img_path: string
image: string
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1188
to
{'index': Value(dtype='int64', id=None), 'question': Value(dtype='string', id=None), 'image': Value(dtype='string', id=None), 'caption': Value(dtype='string', id=None), 'category': Value(dtype='string', id=None), 'gpt4_ans': Value(dtype='string', id=None), 'o_question': Value(dtype='string', id=None), 'image_path': Value(dtype='string', id=None), 'img_path': Value(dtype='string', id=None), 'source_img_path': 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 1 new columns ({'answer'}) and 3 missing columns ({'image_path', 'caption', 'gpt4_ans'}).
This happened while the csv dataset builder was generating data using
hf://datasets/yang5114/DME/MMVet_Hard_send.tsv (at revision 290163d1ca4f72748b4b75c8dde0d5980ca8db8b)
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.
index int64 | question string | image string | caption string | category string | gpt4_ans string | o_question string | image_path string | img_path string | source_img_path string |
|---|---|---|---|---|---|---|---|---|---|
0 | Imagine deep beneath the vibrant blue ocean waters that flank one side of this photograph, there exists a society of highly intelligent and dexterous octopuses. These cephalopods have created an extravagant library, made entirely of coral and shipwrecks, where they catalog the ocean's secrets and the tales of fish that... | /9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCAKAAugDASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIh... | An aerial view of Diamond Head in the Hawaiian Islands. | conv | The famous sight in the photo is Diamond Head. | What is the name of this famous sight in the photo? | /mnt/petrelfs/yangyue/dynamic_eval/evaluation/inpainting/PowerPaint/new_generation_6_18/other_more_dataset/add_task_results/LLaVABench/all/0/blimp/inpaint_result_1.jpg | /mnt/petrelfs/yangyue/dynamic_eval/evaluation/inpainting/PowerPaint/new_generation_6_18/other_more_dataset/add_task_results/LLaVABench/all/0/blimp/inpaint_result_1.jpg | /mnt/petrelfs/yangyue/LMUData/images/LLaVABench/0.jpg |
1 | "In the midst of a bustling kitchen, an overworked chef spills a vial of saffron, its crimson strand(...TRUNCATED) | "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDA(...TRUNCATED) | An aerial view of Diamond Head in the Hawaiian Islands. | detail | "This photo features an aerial view of Diamond Head, located in the Hawaiian Islands. The volcanic t(...TRUNCATED) | Describe this photo in detail. | "/mnt/petrelfs/yangyue/dynamic_eval/evaluation/inpainting/PowerPaint/new_generation_6_18/other_more_(...TRUNCATED) | "/mnt/petrelfs/yangyue/dynamic_eval/evaluation/inpainting/PowerPaint/new_generation_6_18/other_more_(...TRUNCATED) | /mnt/petrelfs/yangyue/LMUData/images/LLaVABench/1.jpg |
2 | "Imagine a curious octopus named Oliver, who lives in the depths of the ocean beyond the visible hor(...TRUNCATED) | "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDA(...TRUNCATED) | An aerial view of Diamond Head in the Hawaiian Islands. | complex | "Diamond Head is a volcanic cone formed by the eruption of a volcano. The formation of this sight ca(...TRUNCATED) | What are the possible reasons of the formation of this sight? | "/mnt/petrelfs/yangyue/dynamic_eval/evaluation/inpainting/PowerPaint/new_generation_6_18/other_more_(...TRUNCATED) | "/mnt/petrelfs/yangyue/dynamic_eval/evaluation/inpainting/PowerPaint/new_generation_6_18/other_more_(...TRUNCATED) | /mnt/petrelfs/yangyue/LMUData/images/LLaVABench/2.jpg |
3 | "Indeed, during recent explorations, an especially intriguing discovery made headlines amongst the l(...TRUNCATED) | "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDA(...TRUNCATED) | An aerial view of Diamond Head in the Hawaiian Islands. | complex | "Title: Aloha from Hawaii: Our Unforgettable Adventure at Diamond Head and Beyond!\n\nDay 1: Explori(...TRUNCATED) | "Compose an engaging travel blog post about a recent trip to this place, highlighting cultural exper(...TRUNCATED) | /mnt/petrelfs/yangyue/LMUData/images/LLaVABench/3.jpg | /mnt/petrelfs/yangyue/LMUData/images/LLaVABench/3.jpg | /mnt/petrelfs/yangyue/LMUData/images/LLaVABench/3.jpg |
4 | "Once, in a small, sunlit village, there was an intricate basket weaver named Elara. Each day, she w(...TRUNCATED) | "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDA(...TRUNCATED) | A photo of four mangosteens on a wooden table. Three of them are uncut, while one is cut open. | conv | This is a mangosteen fruit. | What type of fruit is this? | "/mnt/petrelfs/yangyue/dynamic_eval/evaluation/inpainting/PowerPaint/new_generation_6_18/other_more_(...TRUNCATED) | "/mnt/petrelfs/yangyue/dynamic_eval/evaluation/inpainting/PowerPaint/new_generation_6_18/other_more_(...TRUNCATED) | /mnt/petrelfs/yangyue/LMUData/images/LLaVABench/4.jpg |
5 | "Imagine, nestled on an ancient, knotted oak table that has survived countless family gatherings, a (...TRUNCATED) | "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDA(...TRUNCATED) | A photo of four mangosteens on a wooden table. Three of them are uncut, while one is cut open. | conv | There are three uncut fruits in the image. | How many uncut fruits are in the image? | "/mnt/petrelfs/yangyue/dynamic_eval/evaluation/inpainting/PowerPaint/new_generation_6_18/other_more_(...TRUNCATED) | "/mnt/petrelfs/yangyue/dynamic_eval/evaluation/inpainting/PowerPaint/new_generation_6_18/other_more_(...TRUNCATED) | /mnt/petrelfs/yangyue/LMUData/images/LLaVABench/5.jpg |
6 | "On a distant planet, nestled in the shimmering sands of an ochre desert, grows a curious little cac(...TRUNCATED) | "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDA(...TRUNCATED) | A photo of four mangosteens on a wooden table. Three of them are uncut, while one is cut open. | detail | "This photo features four mangosteens on a wooden table. Three of them are uncut, showing their roun(...TRUNCATED) | Describe this photo in detail. | /mnt/petrelfs/yangyue/LMUData/images/LLaVABench/6.jpg | /mnt/petrelfs/yangyue/LMUData/images/LLaVABench/6.jpg | /mnt/petrelfs/yangyue/LMUData/images/LLaVABench/6.jpg |
7 | "As you delve into the rustic charm of the scene, consider the quaint, textured basket just barely p(...TRUNCATED) | "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDA(...TRUNCATED) | A photo of four mangosteens on a wooden table. Three of them are uncut, while one is cut open. | complex | "The fragrance of the mangosteens in the image can be described as sweet and slightly floral, with a(...TRUNCATED) | "Imagine the fragrance of the fruits in the image. How would you describe this to someone who has ne(...TRUNCATED) | "/mnt/petrelfs/yangyue/dynamic_eval/evaluation/inpainting/PowerPaint/new_generation_6_18/other_more_(...TRUNCATED) | "/mnt/petrelfs/yangyue/dynamic_eval/evaluation/inpainting/PowerPaint/new_generation_6_18/other_more_(...TRUNCATED) | /mnt/petrelfs/yangyue/LMUData/images/LLaVABench/7.jpg |
8 | "Imagine a world where spaghetti grows on trees, flourishing in the wild, untamed orchards of Sicili(...TRUNCATED) | "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDA(...TRUNCATED) | A creative painting of a dog dressed as the famous Mona Lisa. | detail | "This painting is a creative fusion of the famous Mona Lisa and a dog. The dog is dressed as the Mon(...TRUNCATED) | Describe this photo in detail. | "/mnt/petrelfs/yangyue/dynamic_eval/evaluation/inpainting/PowerPaint/new_generation_6_18/other_more_(...TRUNCATED) | "/mnt/petrelfs/yangyue/dynamic_eval/evaluation/inpainting/PowerPaint/new_generation_6_18/other_more_(...TRUNCATED) | /mnt/petrelfs/yangyue/LMUData/images/LLaVABench/8.jpg |
9 | "In a far-off magical realm, where mountains whisper secrets to the skies and rivers sing lullabies (...TRUNCATED) | "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDA(...TRUNCATED) | A creative painting of a dog dressed as the famous Mona Lisa. | complex | "The intended effect of this painting might be to create a humorous and whimsical twist on the famou(...TRUNCATED) | What might be the intended effect of this painting? | "/mnt/petrelfs/yangyue/dynamic_eval/evaluation/inpainting/PowerPaint/new_generation_6_18/other_more_(...TRUNCATED) | "/mnt/petrelfs/yangyue/dynamic_eval/evaluation/inpainting/PowerPaint/new_generation_6_18/other_more_(...TRUNCATED) | /mnt/petrelfs/yangyue/LMUData/images/LLaVABench/9.jpg |
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